------------------------------------------------------------ sys.platform: linux Python: 3.7.6 | packaged by conda-forge | (default, Jun 1 2020, 18:57:50) [GCC 7.5.0] CUDA available: True CUDA_HOME: /mnt/lustre/share/cuda-9.2/ NVCC: Cuda compilation tools, release 9.2, V9.2.148 GPU 0,1,2,3,4,5,6,7: Tesla V100-PCIE-16GB GCC: gcc (GCC) 7.3.0 PyTorch: 1.4.0 PyTorch compiling details: PyTorch built with: - GCC 7.3 - Intel(R) Math Kernel Library Version 2020.0.1 Product Build 20200208 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 7d2fd500bc78936d1d648ca713b901012f470dbc) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CUDA Runtime 9.2 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_37,code=compute_37 - CuDNN 7.6.3 - Magma 2.5.1 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Wno-stringop-overflow, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.5.0 OpenCV: 4.2.0 MMCV: 1.0rc0 MMAction2: 0.5.0+7dc99cf ------------------------------------------------------------ 2020-07-23 17:26:32,614 - mmaction - INFO - Distributed training: True 2020-07-23 17:26:32,614 - mmaction - INFO - Config: /mnt/lustre/xusu/refactor/retest_video_ckpts/mmaction2/configs/recognition/slowfast/slowfast_r50_video_4x16x1_256e_kinetics400_rgb.py model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowFast', pretrained=None, resample_rate=8, # tau speed_ratio=8, # alpha channel_ratio=8, # beta_inv slow_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=True, conv1_kernel=(1, 7, 7), dilations=(1, 1, 1, 1), conv1_stride_t=1, pool1_stride_t=1, inflate=(0, 0, 1, 1), norm_eval=False), fast_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=False, base_channels=8, conv1_kernel=(5, 7, 7), conv1_stride_t=1, pool1_stride_t=1, norm_eval=False)), cls_head=dict( type='SlowFastHead', in_channels=2304, # 2048+256 num_classes=400, spatial_type='avg', dropout_ratio=0.5)) train_cfg = None test_cfg = dict(average_clips=None) dataset_type = 'VideoDataset' data_root = 's3://lizz.ssd/datasets/kinetics400_256_fast/' data_root_val = 's3://lizz.ssd/datasets/kinetics400_256_fast/' ann_file_train = 'data/kinetics400/k400_train.txt' ann_file_val = 'data/kinetics400/k400_val.txt' ann_file_test = 'data/kinetics400/k400_val.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) train_pipeline = [ dict(type='DecordInit', io_backend='petrel'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, start_index=0), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict(type='DecordInit', io_backend='petrel'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, start_index=0, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict(type='DecordInit', io_backend='petrel'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=10, start_index=0, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=8, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict( type='SGD', lr=0.1, momentum=0.9, weight_decay=0.0001) # this lr is used for 8 gpus optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict(policy='CosineAnealing', min_lr=0) total_epochs = 256 checkpoint_config = dict(interval=4) workflow = [('train', 1)] evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/slowfast_r50_video_3d_4x16x1_256e_kinetics400_rgb' load_from = None resume_from = None find_unused_parameters = False 2020-07-23 17:26:47,041 - mmaction - INFO - Start running, host: xusu@SH-IDC1-10-5-37-38, work_dir: /mnt/lustre/xusu/refactor/retest_video_ckpts/mmaction2/work_dirs/slowfast_r50_video_3d_4x16x1_256e_kinetics400_rgb 2020-07-23 17:26:47,041 - mmaction - INFO - workflow: [('train', 1)], max: 256 epochs 2020-07-23 17:29:25,889 - mmaction - INFO - Epoch [1][20/3757] lr: 1.000e-01, eta: 88 days, 9:25:21, time: 7.941, data_time: 6.885, memory: 6201, top1_acc: 0.0047, top5_acc: 0.0187, loss_cls: 6.5388, loss: 6.5388, grad_norm: 3.8006 2020-07-23 17:29:41,629 - mmaction - INFO - Epoch [1][40/3757] lr: 1.000e-01, eta: 48 days, 13:56:26, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.0055, top5_acc: 0.0219, loss_cls: 6.4923, loss: 6.4923, grad_norm: 2.3649 2020-07-23 17:29:57,382 - mmaction - INFO - Epoch [1][60/3757] lr: 1.000e-01, eta: 35 days, 7:23:51, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.0063, top5_acc: 0.0273, loss_cls: 6.1117, loss: 6.1117, grad_norm: 1.4543 2020-07-23 17:30:13,080 - mmaction - INFO - Epoch [1][80/3757] lr: 1.000e-01, eta: 28 days, 15:58:17, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.0109, top5_acc: 0.0375, loss_cls: 5.9573, loss: 5.9573, grad_norm: 1.2057 2020-07-23 17:30:28,956 - mmaction - INFO - Epoch [1][100/3757] lr: 1.000e-01, eta: 24 days, 16:44:09, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.0133, top5_acc: 0.0336, loss_cls: 5.8959, loss: 5.8959, grad_norm: 1.1279 2020-07-23 17:30:44,706 - mmaction - INFO - Epoch [1][120/3757] lr: 1.000e-01, eta: 22 days, 1:01:23, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.0086, top5_acc: 0.0500, loss_cls: 5.8630, loss: 5.8630, grad_norm: 1.1015 2020-07-23 17:31:00,446 - mmaction - INFO - Epoch [1][140/3757] lr: 1.000e-01, eta: 20 days, 3:28:29, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0125, top5_acc: 0.0430, loss_cls: 5.8516, loss: 5.8516, grad_norm: 1.1068 2020-07-23 17:31:16,343 - mmaction - INFO - Epoch [1][160/3757] lr: 1.000e-01, eta: 18 days, 17:33:48, time: 0.795, data_time: 0.003, memory: 6201, top1_acc: 0.0133, top5_acc: 0.0445, loss_cls: 5.8076, loss: 5.8076, grad_norm: 1.0723 2020-07-23 17:31:32,206 - mmaction - INFO - Epoch [1][180/3757] lr: 1.000e-01, eta: 17 days, 15:07:57, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.0125, top5_acc: 0.0492, loss_cls: 5.7771, loss: 5.7771, grad_norm: 1.1023 2020-07-23 17:31:47,998 - mmaction - INFO - Epoch [1][200/3757] lr: 1.000e-01, eta: 16 days, 17:54:01, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.0117, top5_acc: 0.0500, loss_cls: 5.7489, loss: 5.7489, grad_norm: 1.1555 2020-07-23 17:32:03,744 - mmaction - INFO - Epoch [1][220/3757] lr: 1.000e-01, eta: 16 days, 0:29:03, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0180, top5_acc: 0.0539, loss_cls: 5.7631, loss: 5.7631, grad_norm: 1.1186 2020-07-23 17:32:19,571 - mmaction - INFO - Epoch [1][240/3757] lr: 1.000e-01, eta: 15 days, 10:02:22, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0148, top5_acc: 0.0563, loss_cls: 5.7261, loss: 5.7261, grad_norm: 1.1467 2020-07-23 17:32:35,394 - mmaction - INFO - Epoch [1][260/3757] lr: 1.000e-01, eta: 14 days, 21:49:13, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.0141, top5_acc: 0.0523, loss_cls: 5.7353, loss: 5.7353, grad_norm: 1.0864 2020-07-23 17:32:51,181 - mmaction - INFO - Epoch [1][280/3757] lr: 1.000e-01, eta: 14 days, 11:19:32, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0125, top5_acc: 0.0469, loss_cls: 5.7406, loss: 5.7406, grad_norm: 1.0429 2020-07-23 17:33:06,990 - mmaction - INFO - Epoch [1][300/3757] lr: 1.000e-01, eta: 14 days, 2:13:47, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0109, top5_acc: 0.0508, loss_cls: 5.7459, loss: 5.7459, grad_norm: 1.0359 2020-07-23 17:33:22,806 - mmaction - INFO - Epoch [1][320/3757] lr: 1.000e-01, eta: 13 days, 18:17:28, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.0141, top5_acc: 0.0680, loss_cls: 5.6454, loss: 5.6454, grad_norm: 1.1099 2020-07-23 17:33:38,555 - mmaction - INFO - Epoch [1][340/3757] lr: 1.000e-01, eta: 13 days, 11:13:42, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.0180, top5_acc: 0.0734, loss_cls: 5.6710, loss: 5.6710, grad_norm: 1.0522 2020-07-23 17:33:54,362 - mmaction - INFO - Epoch [1][360/3757] lr: 1.000e-01, eta: 13 days, 4:59:31, time: 0.790, data_time: 0.001, memory: 6201, top1_acc: 0.0109, top5_acc: 0.0617, loss_cls: 5.7102, loss: 5.7102, grad_norm: 1.0116 2020-07-23 17:34:10,077 - mmaction - INFO - Epoch [1][380/3757] lr: 1.000e-01, eta: 12 days, 23:20:11, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.0187, top5_acc: 0.0742, loss_cls: 5.6459, loss: 5.6459, grad_norm: 1.0842 2020-07-23 17:34:25,843 - mmaction - INFO - Epoch [1][400/3757] lr: 1.000e-01, eta: 12 days, 18:17:53, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0172, top5_acc: 0.0586, loss_cls: 5.7022, loss: 5.7022, grad_norm: 0.9796 2020-07-23 17:34:41,665 - mmaction - INFO - Epoch [1][420/3757] lr: 1.000e-01, eta: 12 days, 13:45:35, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0133, top5_acc: 0.0797, loss_cls: 5.6369, loss: 5.6369, grad_norm: 1.0292 2020-07-23 17:34:57,402 - mmaction - INFO - Epoch [1][440/3757] lr: 1.000e-01, eta: 12 days, 9:35:35, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.0180, top5_acc: 0.0805, loss_cls: 5.6847, loss: 5.6847, grad_norm: 1.0052 2020-07-23 17:35:13,165 - mmaction - INFO - Epoch [1][460/3757] lr: 1.000e-01, eta: 12 days, 5:47:36, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0164, top5_acc: 0.0656, loss_cls: 5.6364, loss: 5.6364, grad_norm: 1.0261 2020-07-23 17:35:29,016 - mmaction - INFO - Epoch [1][480/3757] lr: 1.000e-01, eta: 12 days, 2:21:38, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.0180, top5_acc: 0.0820, loss_cls: 5.6514, loss: 5.6514, grad_norm: 0.9994 2020-07-23 17:35:44,726 - mmaction - INFO - Epoch [1][500/3757] lr: 1.000e-01, eta: 11 days, 23:08:26, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.0234, top5_acc: 0.0789, loss_cls: 5.6186, loss: 5.6186, grad_norm: 1.0462 2020-07-23 17:36:00,545 - mmaction - INFO - Epoch [1][520/3757] lr: 1.000e-01, eta: 11 days, 20:11:50, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0219, top5_acc: 0.0766, loss_cls: 5.6088, loss: 5.6088, grad_norm: 0.9658 2020-07-23 17:36:16,407 - mmaction - INFO - Epoch [1][540/3757] lr: 1.000e-01, eta: 11 days, 17:31:26, time: 0.795, data_time: 0.005, memory: 6201, top1_acc: 0.0203, top5_acc: 0.0836, loss_cls: 5.5907, loss: 5.5907, grad_norm: 0.9917 2020-07-23 17:36:32,182 - mmaction - INFO - Epoch [1][560/3757] lr: 1.000e-01, eta: 11 days, 14:59:11, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.0234, top5_acc: 0.0820, loss_cls: 5.6144, loss: 5.6144, grad_norm: 0.9977 2020-07-23 17:36:47,982 - mmaction - INFO - Epoch [1][580/3757] lr: 1.000e-01, eta: 11 days, 12:38:00, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0242, top5_acc: 0.0891, loss_cls: 5.5790, loss: 5.5790, grad_norm: 1.0191 2020-07-23 17:37:03,815 - mmaction - INFO - Epoch [1][600/3757] lr: 1.000e-01, eta: 11 days, 10:26:45, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0156, top5_acc: 0.0758, loss_cls: 5.6150, loss: 5.6150, grad_norm: 0.9848 2020-07-23 17:37:19,613 - mmaction - INFO - Epoch [1][620/3757] lr: 1.000e-01, eta: 11 days, 8:23:25, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.0242, top5_acc: 0.0734, loss_cls: 5.5626, loss: 5.5626, grad_norm: 1.0314 2020-07-23 17:37:35,385 - mmaction - INFO - Epoch [1][640/3757] lr: 1.000e-01, eta: 11 days, 6:27:30, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.0219, top5_acc: 0.0672, loss_cls: 5.6017, loss: 5.6017, grad_norm: 0.9814 2020-07-23 17:37:51,209 - mmaction - INFO - Epoch [1][660/3757] lr: 1.000e-01, eta: 11 days, 4:38:24, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0148, top5_acc: 0.0781, loss_cls: 5.5953, loss: 5.5953, grad_norm: 0.9972 2020-07-23 17:38:07,116 - mmaction - INFO - Epoch [1][680/3757] lr: 1.000e-01, eta: 11 days, 2:59:27, time: 0.797, data_time: 0.005, memory: 6201, top1_acc: 0.0125, top5_acc: 0.0664, loss_cls: 5.6194, loss: 5.6194, grad_norm: 0.9466 2020-07-23 17:38:22,984 - mmaction - INFO - Epoch [1][700/3757] lr: 1.000e-01, eta: 11 days, 1:24:29, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.0172, top5_acc: 0.0773, loss_cls: 5.6110, loss: 5.6110, grad_norm: 0.9492 2020-07-23 17:38:38,801 - mmaction - INFO - Epoch [1][720/3757] lr: 1.000e-01, eta: 10 days, 23:53:41, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.0172, top5_acc: 0.0695, loss_cls: 5.6051, loss: 5.6051, grad_norm: 0.9629 2020-07-23 17:38:54,558 - mmaction - INFO - Epoch [1][740/3757] lr: 1.000e-01, eta: 10 days, 22:26:50, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.0297, top5_acc: 0.0891, loss_cls: 5.5207, loss: 5.5207, grad_norm: 1.0061 2020-07-23 17:39:10,351 - mmaction - INFO - Epoch [1][760/3757] lr: 1.000e-01, eta: 10 days, 21:04:56, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0234, top5_acc: 0.0742, loss_cls: 5.5714, loss: 5.5714, grad_norm: 0.9241 2020-07-23 17:39:26,133 - mmaction - INFO - Epoch [1][780/3757] lr: 1.000e-01, eta: 10 days, 19:47:02, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0219, top5_acc: 0.0922, loss_cls: 5.5561, loss: 5.5561, grad_norm: 0.9333 2020-07-23 17:39:41,955 - mmaction - INFO - Epoch [1][800/3757] lr: 1.000e-01, eta: 10 days, 18:33:47, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0227, top5_acc: 0.0750, loss_cls: 5.5863, loss: 5.5863, grad_norm: 0.9410 2020-07-23 17:39:57,768 - mmaction - INFO - Epoch [1][820/3757] lr: 1.000e-01, eta: 10 days, 17:23:59, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0172, top5_acc: 0.0734, loss_cls: 5.5812, loss: 5.5812, grad_norm: 0.9432 2020-07-23 17:40:13,583 - mmaction - INFO - Epoch [1][840/3757] lr: 1.000e-01, eta: 10 days, 16:17:26, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0242, top5_acc: 0.0852, loss_cls: 5.5570, loss: 5.5570, grad_norm: 0.9530 2020-07-23 17:40:29,323 - mmaction - INFO - Epoch [1][860/3757] lr: 1.000e-01, eta: 10 days, 15:12:39, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.0203, top5_acc: 0.0828, loss_cls: 5.5421, loss: 5.5421, grad_norm: 0.9420 2020-07-23 17:40:45,168 - mmaction - INFO - Epoch [1][880/3757] lr: 1.000e-01, eta: 10 days, 14:12:21, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0219, top5_acc: 0.0703, loss_cls: 5.5599, loss: 5.5599, grad_norm: 1.0063 2020-07-23 17:41:01,010 - mmaction - INFO - Epoch [1][900/3757] lr: 1.000e-01, eta: 10 days, 13:15:20, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.0227, top5_acc: 0.0844, loss_cls: 5.5163, loss: 5.5163, grad_norm: 1.0284 2020-07-23 17:41:16,848 - mmaction - INFO - Epoch [1][920/3757] lr: 1.000e-01, eta: 10 days, 12:20:06, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0211, top5_acc: 0.0734, loss_cls: 5.5439, loss: 5.5439, grad_norm: 0.9266 2020-07-23 17:41:32,734 - mmaction - INFO - Epoch [1][940/3757] lr: 1.000e-01, eta: 10 days, 11:28:21, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.0187, top5_acc: 0.0836, loss_cls: 5.5405, loss: 5.5405, grad_norm: 0.9514 2020-07-23 17:41:48,447 - mmaction - INFO - Epoch [1][960/3757] lr: 1.000e-01, eta: 10 days, 10:35:48, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.0172, top5_acc: 0.0820, loss_cls: 5.5535, loss: 5.5535, grad_norm: 0.9424 2020-07-23 17:42:04,244 - mmaction - INFO - Epoch [1][980/3757] lr: 1.000e-01, eta: 10 days, 9:46:59, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0328, top5_acc: 0.0992, loss_cls: 5.4908, loss: 5.4908, grad_norm: 0.9689 2020-07-23 17:42:19,936 - mmaction - INFO - Epoch [1][1000/3757] lr: 1.000e-01, eta: 10 days, 8:58:00, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.0328, top5_acc: 0.1062, loss_cls: 5.4504, loss: 5.4504, grad_norm: 1.0520 2020-07-23 17:42:35,800 - mmaction - INFO - Epoch [1][1020/3757] lr: 1.000e-01, eta: 10 days, 8:13:59, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.0203, top5_acc: 0.0734, loss_cls: 5.5260, loss: 5.5260, grad_norm: 0.9447 2020-07-23 17:42:51,535 - mmaction - INFO - Epoch [1][1040/3757] lr: 1.000e-01, eta: 10 days, 7:29:33, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.0305, top5_acc: 0.0930, loss_cls: 5.5010, loss: 5.5010, grad_norm: 0.9801 2020-07-23 17:43:07,369 - mmaction - INFO - Epoch [1][1060/3757] lr: 1.000e-01, eta: 10 days, 6:48:17, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.0227, top5_acc: 0.1000, loss_cls: 5.4795, loss: 5.4795, grad_norm: 0.9375 2020-07-23 17:43:23,191 - mmaction - INFO - Epoch [1][1080/3757] lr: 1.000e-01, eta: 10 days, 6:08:17, time: 0.791, data_time: 0.001, memory: 6201, top1_acc: 0.0219, top5_acc: 0.0898, loss_cls: 5.5232, loss: 5.5232, grad_norm: 1.0063 2020-07-23 17:43:38,871 - mmaction - INFO - Epoch [1][1100/3757] lr: 1.000e-01, eta: 10 days, 5:27:41, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.0258, top5_acc: 0.0930, loss_cls: 5.5145, loss: 5.5145, grad_norm: 0.9385 2020-07-23 17:43:54,716 - mmaction - INFO - Epoch [1][1120/3757] lr: 1.000e-01, eta: 10 days, 4:50:56, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.0281, top5_acc: 0.0906, loss_cls: 5.4549, loss: 5.4549, grad_norm: 0.9921 2020-07-23 17:44:10,448 - mmaction - INFO - Epoch [1][1140/3757] lr: 1.000e-01, eta: 10 days, 4:13:40, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.0227, top5_acc: 0.0977, loss_cls: 5.4754, loss: 5.4754, grad_norm: 0.9985 2020-07-23 17:44:26,202 - mmaction - INFO - Epoch [1][1160/3757] lr: 1.000e-01, eta: 10 days, 3:38:18, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0258, top5_acc: 0.0977, loss_cls: 5.4709, loss: 5.4709, grad_norm: 1.0194 2020-07-23 17:44:41,955 - mmaction - INFO - Epoch [1][1180/3757] lr: 1.000e-01, eta: 10 days, 3:04:01, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0328, top5_acc: 0.0922, loss_cls: 5.4640, loss: 5.4640, grad_norm: 0.9953 2020-07-23 17:44:57,771 - mmaction - INFO - Epoch [1][1200/3757] lr: 1.000e-01, eta: 10 days, 2:31:39, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0344, top5_acc: 0.1031, loss_cls: 5.4810, loss: 5.4810, grad_norm: 1.0254 2020-07-23 17:45:13,654 - mmaction - INFO - Epoch [1][1220/3757] lr: 1.000e-01, eta: 10 days, 2:00:57, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.0227, top5_acc: 0.0930, loss_cls: 5.4866, loss: 5.4866, grad_norm: 0.9515 2020-07-23 17:45:29,448 - mmaction - INFO - Epoch [1][1240/3757] lr: 1.000e-01, eta: 10 days, 1:30:13, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.0266, top5_acc: 0.0891, loss_cls: 5.5074, loss: 5.5074, grad_norm: 0.9633 2020-07-23 17:45:45,152 - mmaction - INFO - Epoch [1][1260/3757] lr: 1.000e-01, eta: 10 days, 0:59:39, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.0211, top5_acc: 0.0922, loss_cls: 5.5135, loss: 5.5135, grad_norm: 0.9431 2020-07-23 17:46:00,909 - mmaction - INFO - Epoch [1][1280/3757] lr: 1.000e-01, eta: 10 days, 0:30:38, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0297, top5_acc: 0.0969, loss_cls: 5.4677, loss: 5.4677, grad_norm: 1.0034 2020-07-23 17:46:16,713 - mmaction - INFO - Epoch [1][1300/3757] lr: 1.000e-01, eta: 10 days, 0:02:58, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0281, top5_acc: 0.0961, loss_cls: 5.4461, loss: 5.4461, grad_norm: 1.0172 2020-07-23 17:46:32,493 - mmaction - INFO - Epoch [1][1320/3757] lr: 1.000e-01, eta: 9 days, 23:35:45, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.0227, top5_acc: 0.1023, loss_cls: 5.4734, loss: 5.4734, grad_norm: 0.9990 2020-07-23 17:46:48,311 - mmaction - INFO - Epoch [1][1340/3757] lr: 1.000e-01, eta: 9 days, 23:09:46, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0281, top5_acc: 0.0977, loss_cls: 5.4815, loss: 5.4815, grad_norm: 0.9837 2020-07-23 17:47:04,158 - mmaction - INFO - Epoch [1][1360/3757] lr: 1.000e-01, eta: 9 days, 22:44:57, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.0305, top5_acc: 0.1000, loss_cls: 5.4229, loss: 5.4229, grad_norm: 1.0066 2020-07-23 17:47:19,965 - mmaction - INFO - Epoch [1][1380/3757] lr: 1.000e-01, eta: 9 days, 22:20:08, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.0320, top5_acc: 0.1047, loss_cls: 5.4659, loss: 5.4659, grad_norm: 1.0258 2020-07-23 17:47:35,856 - mmaction - INFO - Epoch [1][1400/3757] lr: 1.000e-01, eta: 9 days, 21:57:07, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.0258, top5_acc: 0.0820, loss_cls: 5.4645, loss: 5.4645, grad_norm: 0.9613 2020-07-23 17:47:51,624 - mmaction - INFO - Epoch [1][1420/3757] lr: 1.000e-01, eta: 9 days, 21:33:58, time: 0.791, data_time: 0.005, memory: 6201, top1_acc: 0.0234, top5_acc: 0.1070, loss_cls: 5.4592, loss: 5.4592, grad_norm: 0.9812 2020-07-23 17:48:07,435 - mmaction - INFO - Epoch [1][1440/3757] lr: 1.000e-01, eta: 9 days, 21:11:28, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0352, top5_acc: 0.0953, loss_cls: 5.4303, loss: 5.4303, grad_norm: 1.0066 2020-07-23 17:48:23,229 - mmaction - INFO - Epoch [1][1460/3757] lr: 1.000e-01, eta: 9 days, 20:49:19, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0289, top5_acc: 0.1031, loss_cls: 5.3744, loss: 5.3744, grad_norm: 1.0455 2020-07-23 17:48:39,070 - mmaction - INFO - Epoch [1][1480/3757] lr: 1.000e-01, eta: 9 days, 20:28:16, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.0328, top5_acc: 0.1000, loss_cls: 5.4232, loss: 5.4232, grad_norm: 0.9932 2020-07-23 17:48:54,832 - mmaction - INFO - Epoch [1][1500/3757] lr: 1.000e-01, eta: 9 days, 20:07:00, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.0258, top5_acc: 0.1133, loss_cls: 5.4119, loss: 5.4119, grad_norm: 1.0296 2020-07-23 17:49:10,608 - mmaction - INFO - Epoch [1][1520/3757] lr: 1.000e-01, eta: 9 days, 19:46:29, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0320, top5_acc: 0.1062, loss_cls: 5.4594, loss: 5.4594, grad_norm: 0.9895 2020-07-23 17:49:26,451 - mmaction - INFO - Epoch [1][1540/3757] lr: 1.000e-01, eta: 9 days, 19:27:06, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.0281, top5_acc: 0.0930, loss_cls: 5.4879, loss: 5.4879, grad_norm: 0.9656 2020-07-23 17:49:42,318 - mmaction - INFO - Epoch [1][1560/3757] lr: 1.000e-01, eta: 9 days, 19:08:20, time: 0.793, data_time: 0.002, memory: 6201, top1_acc: 0.0344, top5_acc: 0.1109, loss_cls: 5.3958, loss: 5.3958, grad_norm: 1.0396 2020-07-23 17:49:58,152 - mmaction - INFO - Epoch [1][1580/3757] lr: 1.000e-01, eta: 9 days, 18:49:49, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.0297, top5_acc: 0.1133, loss_cls: 5.3694, loss: 5.3694, grad_norm: 0.9813 2020-07-23 17:50:13,941 - mmaction - INFO - Epoch [1][1600/3757] lr: 1.000e-01, eta: 9 days, 18:31:21, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0391, top5_acc: 0.1258, loss_cls: 5.3952, loss: 5.3952, grad_norm: 1.0507 2020-07-23 17:50:29,719 - mmaction - INFO - Epoch [1][1620/3757] lr: 1.000e-01, eta: 9 days, 18:13:20, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.0398, top5_acc: 0.1266, loss_cls: 5.3610, loss: 5.3610, grad_norm: 1.0066 2020-07-23 17:50:45,464 - mmaction - INFO - Epoch [1][1640/3757] lr: 1.000e-01, eta: 9 days, 17:55:09, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0352, top5_acc: 0.1094, loss_cls: 5.4020, loss: 5.4020, grad_norm: 1.0085 2020-07-23 17:51:01,306 - mmaction - INFO - Epoch [1][1660/3757] lr: 1.000e-01, eta: 9 days, 17:38:36, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.0367, top5_acc: 0.1109, loss_cls: 5.3972, loss: 5.3972, grad_norm: 0.9940 2020-07-23 17:51:17,012 - mmaction - INFO - Epoch [1][1680/3757] lr: 1.000e-01, eta: 9 days, 17:20:56, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.0297, top5_acc: 0.1133, loss_cls: 5.4206, loss: 5.4206, grad_norm: 1.0034 2020-07-23 17:51:32,790 - mmaction - INFO - Epoch [1][1700/3757] lr: 1.000e-01, eta: 9 days, 17:04:14, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0359, top5_acc: 0.1039, loss_cls: 5.3844, loss: 5.3844, grad_norm: 1.0003 2020-07-23 17:51:48,562 - mmaction - INFO - Epoch [1][1720/3757] lr: 1.000e-01, eta: 9 days, 16:48:22, time: 0.790, data_time: 0.005, memory: 6201, top1_acc: 0.0406, top5_acc: 0.1258, loss_cls: 5.3834, loss: 5.3834, grad_norm: 1.0328 2020-07-23 17:52:04,365 - mmaction - INFO - Epoch [1][1740/3757] lr: 1.000e-01, eta: 9 days, 16:32:51, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0352, top5_acc: 0.1187, loss_cls: 5.4096, loss: 5.4096, grad_norm: 0.9789 2020-07-23 17:52:20,209 - mmaction - INFO - Epoch [1][1760/3757] lr: 1.000e-01, eta: 9 days, 16:18:02, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.0422, top5_acc: 0.1172, loss_cls: 5.3667, loss: 5.3667, grad_norm: 1.0485 2020-07-23 17:52:35,981 - mmaction - INFO - Epoch [1][1780/3757] lr: 1.000e-01, eta: 9 days, 16:02:52, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0391, top5_acc: 0.1141, loss_cls: 5.3527, loss: 5.3527, grad_norm: 1.0265 2020-07-23 17:52:51,725 - mmaction - INFO - Epoch [1][1800/3757] lr: 1.000e-01, eta: 9 days, 15:47:52, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.0375, top5_acc: 0.1047, loss_cls: 5.4331, loss: 5.4331, grad_norm: 1.0080 2020-07-23 17:53:07,532 - mmaction - INFO - Epoch [1][1820/3757] lr: 1.000e-01, eta: 9 days, 15:33:23, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0336, top5_acc: 0.1180, loss_cls: 5.3430, loss: 5.3430, grad_norm: 1.0580 2020-07-23 17:53:23,364 - mmaction - INFO - Epoch [1][1840/3757] lr: 1.000e-01, eta: 9 days, 15:19:57, time: 0.793, data_time: 0.005, memory: 6201, top1_acc: 0.0414, top5_acc: 0.1164, loss_cls: 5.3893, loss: 5.3893, grad_norm: 0.9757 2020-07-23 17:53:39,073 - mmaction - INFO - Epoch [1][1860/3757] lr: 1.000e-01, eta: 9 days, 15:05:31, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.0344, top5_acc: 0.1187, loss_cls: 5.2960, loss: 5.2960, grad_norm: 1.0494 2020-07-23 17:53:54,924 - mmaction - INFO - Epoch [1][1880/3757] lr: 1.000e-01, eta: 9 days, 14:52:37, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.0414, top5_acc: 0.1172, loss_cls: 5.3203, loss: 5.3203, grad_norm: 1.0796 2020-07-23 17:54:10,599 - mmaction - INFO - Epoch [1][1900/3757] lr: 1.000e-01, eta: 9 days, 14:38:32, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.0445, top5_acc: 0.1344, loss_cls: 5.3253, loss: 5.3253, grad_norm: 1.1004 2020-07-23 17:54:26,418 - mmaction - INFO - Epoch [1][1920/3757] lr: 1.000e-01, eta: 9 days, 14:25:56, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0391, top5_acc: 0.1180, loss_cls: 5.3571, loss: 5.3571, grad_norm: 1.0490 2020-07-23 17:54:42,259 - mmaction - INFO - Epoch [1][1940/3757] lr: 1.000e-01, eta: 9 days, 14:13:42, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.0437, top5_acc: 0.1234, loss_cls: 5.2633, loss: 5.2633, grad_norm: 1.0676 2020-07-23 17:54:58,028 - mmaction - INFO - Epoch [1][1960/3757] lr: 1.000e-01, eta: 9 days, 14:01:15, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.0430, top5_acc: 0.1273, loss_cls: 5.2891, loss: 5.2891, grad_norm: 1.0700 2020-07-23 17:55:13,845 - mmaction - INFO - Epoch [1][1980/3757] lr: 1.000e-01, eta: 9 days, 13:49:17, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0383, top5_acc: 0.1187, loss_cls: 5.3243, loss: 5.3243, grad_norm: 1.0499 2020-07-23 17:55:29,609 - mmaction - INFO - Epoch [1][2000/3757] lr: 1.000e-01, eta: 9 days, 13:37:15, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0477, top5_acc: 0.1273, loss_cls: 5.2891, loss: 5.2891, grad_norm: 1.0992 2020-07-23 17:55:45,367 - mmaction - INFO - Epoch [1][2020/3757] lr: 1.000e-01, eta: 9 days, 13:25:20, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0398, top5_acc: 0.1219, loss_cls: 5.3024, loss: 5.3024, grad_norm: 1.0400 2020-07-23 17:56:01,150 - mmaction - INFO - Epoch [1][2040/3757] lr: 1.000e-01, eta: 9 days, 13:13:52, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0297, top5_acc: 0.1195, loss_cls: 5.3605, loss: 5.3605, grad_norm: 1.0521 2020-07-23 17:56:16,948 - mmaction - INFO - Epoch [1][2060/3757] lr: 1.000e-01, eta: 9 days, 13:02:41, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0383, top5_acc: 0.1258, loss_cls: 5.2675, loss: 5.2675, grad_norm: 1.0863 2020-07-23 17:56:32,755 - mmaction - INFO - Epoch [1][2080/3757] lr: 1.000e-01, eta: 9 days, 12:51:51, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0383, top5_acc: 0.1313, loss_cls: 5.2770, loss: 5.2770, grad_norm: 1.0685 2020-07-23 17:56:48,523 - mmaction - INFO - Epoch [1][2100/3757] lr: 1.000e-01, eta: 9 days, 12:40:53, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0398, top5_acc: 0.1180, loss_cls: 5.3162, loss: 5.3162, grad_norm: 1.0469 2020-07-23 17:57:04,322 - mmaction - INFO - Epoch [1][2120/3757] lr: 1.000e-01, eta: 9 days, 12:30:21, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0352, top5_acc: 0.1328, loss_cls: 5.3025, loss: 5.3025, grad_norm: 1.0744 2020-07-23 17:57:20,083 - mmaction - INFO - Epoch [1][2140/3757] lr: 1.000e-01, eta: 9 days, 12:19:42, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.0375, top5_acc: 0.1227, loss_cls: 5.2855, loss: 5.2855, grad_norm: 1.0959 2020-07-23 17:57:35,897 - mmaction - INFO - Epoch [1][2160/3757] lr: 1.000e-01, eta: 9 days, 12:09:42, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0453, top5_acc: 0.1281, loss_cls: 5.2692, loss: 5.2692, grad_norm: 1.0945 2020-07-23 17:57:51,663 - mmaction - INFO - Epoch [1][2180/3757] lr: 1.000e-01, eta: 9 days, 11:59:21, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0422, top5_acc: 0.1344, loss_cls: 5.2634, loss: 5.2634, grad_norm: 1.0682 2020-07-23 17:58:07,431 - mmaction - INFO - Epoch [1][2200/3757] lr: 1.000e-01, eta: 9 days, 11:49:25, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.0367, top5_acc: 0.1375, loss_cls: 5.3057, loss: 5.3057, grad_norm: 1.0837 2020-07-23 17:58:23,269 - mmaction - INFO - Epoch [1][2220/3757] lr: 1.000e-01, eta: 9 days, 11:40:07, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.0344, top5_acc: 0.1133, loss_cls: 5.3338, loss: 5.3338, grad_norm: 1.0477 2020-07-23 17:58:39,078 - mmaction - INFO - Epoch [1][2240/3757] lr: 1.000e-01, eta: 9 days, 11:30:36, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0422, top5_acc: 0.1469, loss_cls: 5.2677, loss: 5.2677, grad_norm: 1.0952 2020-07-23 17:58:54,879 - mmaction - INFO - Epoch [1][2260/3757] lr: 1.000e-01, eta: 9 days, 11:21:28, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.0578, top5_acc: 0.1430, loss_cls: 5.2083, loss: 5.2083, grad_norm: 1.0960 2020-07-23 17:59:10,686 - mmaction - INFO - Epoch [1][2280/3757] lr: 1.000e-01, eta: 9 days, 11:12:24, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0437, top5_acc: 0.1313, loss_cls: 5.1983, loss: 5.1983, grad_norm: 1.1164 2020-07-23 17:59:26,464 - mmaction - INFO - Epoch [1][2300/3757] lr: 1.000e-01, eta: 9 days, 11:03:16, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.0367, top5_acc: 0.1313, loss_cls: 5.2491, loss: 5.2491, grad_norm: 1.0807 2020-07-23 17:59:42,223 - mmaction - INFO - Epoch [1][2320/3757] lr: 1.000e-01, eta: 9 days, 10:54:10, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0430, top5_acc: 0.1422, loss_cls: 5.1857, loss: 5.1857, grad_norm: 1.1310 2020-07-23 17:59:58,018 - mmaction - INFO - Epoch [1][2340/3757] lr: 1.000e-01, eta: 9 days, 10:45:22, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0414, top5_acc: 0.1477, loss_cls: 5.2297, loss: 5.2297, grad_norm: 1.1086 2020-07-23 18:00:19,071 - mmaction - INFO - Epoch [1][2360/3757] lr: 1.000e-01, eta: 9 days, 11:12:14, time: 1.051, data_time: 0.005, memory: 6201, top1_acc: 0.0500, top5_acc: 0.1625, loss_cls: 5.1461, loss: 5.1461, grad_norm: 1.1315 2020-07-23 18:00:34,967 - mmaction - INFO - Epoch [1][2380/3757] lr: 1.000e-01, eta: 9 days, 11:04:29, time: 0.797, data_time: 0.006, memory: 6201, top1_acc: 0.0383, top5_acc: 0.1203, loss_cls: 5.3078, loss: 5.3078, grad_norm: 1.0930 2020-07-23 18:00:50,714 - mmaction - INFO - Epoch [1][2400/3757] lr: 1.000e-01, eta: 9 days, 10:55:35, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.0477, top5_acc: 0.1211, loss_cls: 5.2773, loss: 5.2773, grad_norm: 1.1177 2020-07-23 18:01:06,460 - mmaction - INFO - Epoch [1][2420/3757] lr: 1.000e-01, eta: 9 days, 10:46:41, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.0492, top5_acc: 0.1437, loss_cls: 5.2058, loss: 5.2058, grad_norm: 1.0527 2020-07-23 18:01:22,333 - mmaction - INFO - Epoch [1][2440/3757] lr: 1.000e-01, eta: 9 days, 10:38:54, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.0367, top5_acc: 0.1250, loss_cls: 5.2823, loss: 5.2823, grad_norm: 1.0542 2020-07-23 18:01:38,090 - mmaction - INFO - Epoch [1][2460/3757] lr: 1.000e-01, eta: 9 days, 10:30:35, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.0437, top5_acc: 0.1398, loss_cls: 5.2152, loss: 5.2152, grad_norm: 1.1259 2020-07-23 18:01:53,963 - mmaction - INFO - Epoch [1][2480/3757] lr: 1.000e-01, eta: 9 days, 10:22:59, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.0484, top5_acc: 0.1602, loss_cls: 5.2067, loss: 5.2067, grad_norm: 1.1112 2020-07-23 18:02:09,782 - mmaction - INFO - Epoch [1][2500/3757] lr: 1.000e-01, eta: 9 days, 10:15:08, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0500, top5_acc: 0.1398, loss_cls: 5.2293, loss: 5.2293, grad_norm: 1.0710 2020-07-23 18:02:25,551 - mmaction - INFO - Epoch [1][2520/3757] lr: 1.000e-01, eta: 9 days, 10:07:16, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.0523, top5_acc: 0.1477, loss_cls: 5.2278, loss: 5.2278, grad_norm: 1.0931 2020-07-23 18:02:41,348 - mmaction - INFO - Epoch [1][2540/3757] lr: 1.000e-01, eta: 9 days, 9:59:32, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0398, top5_acc: 0.1336, loss_cls: 5.2211, loss: 5.2211, grad_norm: 1.1249 2020-07-23 18:02:57,110 - mmaction - INFO - Epoch [1][2560/3757] lr: 1.000e-01, eta: 9 days, 9:51:42, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0398, top5_acc: 0.1594, loss_cls: 5.1824, loss: 5.1824, grad_norm: 1.0756 2020-07-23 18:03:12,882 - mmaction - INFO - Epoch [1][2580/3757] lr: 1.000e-01, eta: 9 days, 9:44:05, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.0430, top5_acc: 0.1344, loss_cls: 5.2024, loss: 5.2024, grad_norm: 1.1681 2020-07-23 18:03:28,646 - mmaction - INFO - Epoch [1][2600/3757] lr: 1.000e-01, eta: 9 days, 9:36:39, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.0523, top5_acc: 0.1602, loss_cls: 5.1504, loss: 5.1504, grad_norm: 1.1016 2020-07-23 18:03:44,497 - mmaction - INFO - Epoch [1][2620/3757] lr: 1.000e-01, eta: 9 days, 9:29:44, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.0359, top5_acc: 0.1281, loss_cls: 5.2540, loss: 5.2540, grad_norm: 1.1183 2020-07-23 18:04:00,246 - mmaction - INFO - Epoch [1][2640/3757] lr: 1.000e-01, eta: 9 days, 9:22:21, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.0477, top5_acc: 0.1523, loss_cls: 5.1903, loss: 5.1903, grad_norm: 1.1341 2020-07-23 18:04:15,917 - mmaction - INFO - Epoch [1][2660/3757] lr: 1.000e-01, eta: 9 days, 9:14:34, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.0414, top5_acc: 0.1344, loss_cls: 5.2235, loss: 5.2235, grad_norm: 1.0223 2020-07-23 18:04:31,715 - mmaction - INFO - Epoch [1][2680/3757] lr: 1.000e-01, eta: 9 days, 9:07:40, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.0383, top5_acc: 0.1391, loss_cls: 5.2112, loss: 5.2112, grad_norm: 1.1124 2020-07-23 18:04:47,485 - mmaction - INFO - Epoch [1][2700/3757] lr: 1.000e-01, eta: 9 days, 9:00:39, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0484, top5_acc: 0.1516, loss_cls: 5.2135, loss: 5.2135, grad_norm: 1.1038 2020-07-23 18:05:03,350 - mmaction - INFO - Epoch [1][2720/3757] lr: 1.000e-01, eta: 9 days, 8:54:17, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.0469, top5_acc: 0.1414, loss_cls: 5.1571, loss: 5.1571, grad_norm: 1.1312 2020-07-23 18:05:19,077 - mmaction - INFO - Epoch [1][2740/3757] lr: 1.000e-01, eta: 9 days, 8:47:10, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.0539, top5_acc: 0.1523, loss_cls: 5.1593, loss: 5.1593, grad_norm: 1.1336 2020-07-23 18:05:34,832 - mmaction - INFO - Epoch [1][2760/3757] lr: 1.000e-01, eta: 9 days, 8:40:34, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.0453, top5_acc: 0.1398, loss_cls: 5.2031, loss: 5.2031, grad_norm: 1.0701 2020-07-23 18:05:50,685 - mmaction - INFO - Epoch [1][2780/3757] lr: 1.000e-01, eta: 9 days, 8:34:22, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.0523, top5_acc: 0.1617, loss_cls: 5.1152, loss: 5.1152, grad_norm: 1.1326 2020-07-23 18:06:06,546 - mmaction - INFO - Epoch [1][2800/3757] lr: 1.000e-01, eta: 9 days, 8:28:23, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.0539, top5_acc: 0.1625, loss_cls: 5.0827, loss: 5.0827, grad_norm: 1.2099 2020-07-23 18:06:22,309 - mmaction - INFO - Epoch [1][2820/3757] lr: 1.000e-01, eta: 9 days, 8:22:00, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0555, top5_acc: 0.1656, loss_cls: 5.1454, loss: 5.1454, grad_norm: 1.1307 2020-07-23 18:06:38,109 - mmaction - INFO - Epoch [1][2840/3757] lr: 1.000e-01, eta: 9 days, 8:15:50, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0359, top5_acc: 0.1250, loss_cls: 5.2000, loss: 5.2000, grad_norm: 1.0797 2020-07-23 18:06:53,920 - mmaction - INFO - Epoch [1][2860/3757] lr: 1.000e-01, eta: 9 days, 8:09:48, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.0469, top5_acc: 0.1539, loss_cls: 5.1948, loss: 5.1948, grad_norm: 1.1237 2020-07-23 18:07:09,669 - mmaction - INFO - Epoch [1][2880/3757] lr: 1.000e-01, eta: 9 days, 8:03:26, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0461, top5_acc: 0.1688, loss_cls: 5.1117, loss: 5.1117, grad_norm: 1.1560 2020-07-23 18:07:25,419 - mmaction - INFO - Epoch [1][2900/3757] lr: 1.000e-01, eta: 9 days, 7:57:20, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.0469, top5_acc: 0.1445, loss_cls: 5.1760, loss: 5.1760, grad_norm: 1.0778 2020-07-23 18:07:41,161 - mmaction - INFO - Epoch [1][2920/3757] lr: 1.000e-01, eta: 9 days, 7:51:11, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0609, top5_acc: 0.1711, loss_cls: 5.1269, loss: 5.1269, grad_norm: 1.1216 2020-07-23 18:07:56,922 - mmaction - INFO - Epoch [1][2940/3757] lr: 1.000e-01, eta: 9 days, 7:45:12, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0461, top5_acc: 0.1555, loss_cls: 5.1064, loss: 5.1064, grad_norm: 1.1982 2020-07-23 18:08:12,691 - mmaction - INFO - Epoch [1][2960/3757] lr: 1.000e-01, eta: 9 days, 7:39:20, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0516, top5_acc: 0.1633, loss_cls: 5.1061, loss: 5.1061, grad_norm: 1.1334 2020-07-23 18:08:28,502 - mmaction - INFO - Epoch [1][2980/3757] lr: 1.000e-01, eta: 9 days, 7:33:47, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0609, top5_acc: 0.1781, loss_cls: 5.0763, loss: 5.0763, grad_norm: 1.1835 2020-07-23 18:08:44,265 - mmaction - INFO - Epoch [1][3000/3757] lr: 1.000e-01, eta: 9 days, 7:28:00, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0539, top5_acc: 0.1578, loss_cls: 5.1174, loss: 5.1174, grad_norm: 1.1334 2020-07-23 18:09:00,005 - mmaction - INFO - Epoch [1][3020/3757] lr: 1.000e-01, eta: 9 days, 7:22:15, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0680, top5_acc: 0.1672, loss_cls: 5.1373, loss: 5.1373, grad_norm: 1.1452 2020-07-23 18:09:15,774 - mmaction - INFO - Epoch [1][3040/3757] lr: 1.000e-01, eta: 9 days, 7:16:36, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.0555, top5_acc: 0.1680, loss_cls: 5.1565, loss: 5.1565, grad_norm: 1.1529 2020-07-23 18:09:31,669 - mmaction - INFO - Epoch [1][3060/3757] lr: 1.000e-01, eta: 9 days, 7:11:47, time: 0.795, data_time: 0.004, memory: 6201, top1_acc: 0.0492, top5_acc: 0.1555, loss_cls: 5.1225, loss: 5.1225, grad_norm: 1.1543 2020-07-23 18:09:47,411 - mmaction - INFO - Epoch [1][3080/3757] lr: 1.000e-01, eta: 9 days, 7:06:16, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.0625, top5_acc: 0.1836, loss_cls: 5.0461, loss: 5.0461, grad_norm: 1.1787 2020-07-23 18:10:03,260 - mmaction - INFO - Epoch [1][3100/3757] lr: 1.000e-01, eta: 9 days, 7:01:14, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.0453, top5_acc: 0.1508, loss_cls: 5.1861, loss: 5.1861, grad_norm: 1.1171 2020-07-23 18:10:19,004 - mmaction - INFO - Epoch [1][3120/3757] lr: 1.000e-01, eta: 9 days, 6:55:50, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.0617, top5_acc: 0.1852, loss_cls: 5.0382, loss: 5.0382, grad_norm: 1.1664 2020-07-23 18:10:34,841 - mmaction - INFO - Epoch [1][3140/3757] lr: 1.000e-01, eta: 9 days, 6:51:01, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.0547, top5_acc: 0.1594, loss_cls: 5.0894, loss: 5.0894, grad_norm: 1.1593 2020-07-23 18:10:50,569 - mmaction - INFO - Epoch [1][3160/3757] lr: 1.000e-01, eta: 9 days, 6:45:37, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.0563, top5_acc: 0.1664, loss_cls: 5.0990, loss: 5.0990, grad_norm: 1.1354 2020-07-23 18:11:06,362 - mmaction - INFO - Epoch [1][3180/3757] lr: 1.000e-01, eta: 9 days, 6:40:28, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0563, top5_acc: 0.1680, loss_cls: 5.0609, loss: 5.0609, grad_norm: 1.1574 2020-07-23 18:11:22,097 - mmaction - INFO - Epoch [1][3200/3757] lr: 1.000e-01, eta: 9 days, 6:35:24, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.0563, top5_acc: 0.1820, loss_cls: 5.0111, loss: 5.0111, grad_norm: 1.2423 2020-07-23 18:11:37,880 - mmaction - INFO - Epoch [1][3220/3757] lr: 1.000e-01, eta: 9 days, 6:30:29, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0484, top5_acc: 0.1688, loss_cls: 5.1344, loss: 5.1344, grad_norm: 1.0856 2020-07-23 18:11:53,659 - mmaction - INFO - Epoch [1][3240/3757] lr: 1.000e-01, eta: 9 days, 6:25:35, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0555, top5_acc: 0.1508, loss_cls: 5.1535, loss: 5.1535, grad_norm: 1.1416 2020-07-23 18:12:09,431 - mmaction - INFO - Epoch [1][3260/3757] lr: 1.000e-01, eta: 9 days, 6:20:43, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0469, top5_acc: 0.1578, loss_cls: 5.0927, loss: 5.0927, grad_norm: 1.0849 2020-07-23 18:12:25,187 - mmaction - INFO - Epoch [1][3280/3757] lr: 1.000e-01, eta: 9 days, 6:15:51, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0602, top5_acc: 0.1766, loss_cls: 5.0442, loss: 5.0442, grad_norm: 1.1744 2020-07-23 18:12:41,018 - mmaction - INFO - Epoch [1][3300/3757] lr: 1.000e-01, eta: 9 days, 6:11:23, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.0484, top5_acc: 0.1688, loss_cls: 5.0676, loss: 5.0676, grad_norm: 1.1379 2020-07-23 18:12:56,826 - mmaction - INFO - Epoch [1][3320/3757] lr: 1.000e-01, eta: 9 days, 6:06:52, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0633, top5_acc: 0.1727, loss_cls: 5.0728, loss: 5.0728, grad_norm: 1.1324 2020-07-23 18:13:12,689 - mmaction - INFO - Epoch [1][3340/3757] lr: 1.000e-01, eta: 9 days, 6:02:33, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.0414, top5_acc: 0.1562, loss_cls: 5.1339, loss: 5.1339, grad_norm: 1.1853 2020-07-23 18:13:28,497 - mmaction - INFO - Epoch [1][3360/3757] lr: 1.000e-01, eta: 9 days, 5:58:09, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.0547, top5_acc: 0.1820, loss_cls: 5.0756, loss: 5.0756, grad_norm: 1.1304 2020-07-23 18:13:44,279 - mmaction - INFO - Epoch [1][3380/3757] lr: 1.000e-01, eta: 9 days, 5:53:44, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0688, top5_acc: 0.1789, loss_cls: 5.0243, loss: 5.0243, grad_norm: 1.1829 2020-07-23 18:14:00,045 - mmaction - INFO - Epoch [1][3400/3757] lr: 1.000e-01, eta: 9 days, 5:49:09, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0539, top5_acc: 0.1703, loss_cls: 5.0874, loss: 5.0874, grad_norm: 1.1357 2020-07-23 18:14:15,822 - mmaction - INFO - Epoch [1][3420/3757] lr: 1.000e-01, eta: 9 days, 5:44:47, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0531, top5_acc: 0.1641, loss_cls: 5.0051, loss: 5.0051, grad_norm: 1.1583 2020-07-23 18:14:31,616 - mmaction - INFO - Epoch [1][3440/3757] lr: 1.000e-01, eta: 9 days, 5:40:29, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0664, top5_acc: 0.1555, loss_cls: 5.0466, loss: 5.0466, grad_norm: 1.1723 2020-07-23 18:14:47,376 - mmaction - INFO - Epoch [1][3460/3757] lr: 1.000e-01, eta: 9 days, 5:36:03, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0516, top5_acc: 0.1695, loss_cls: 5.0246, loss: 5.0246, grad_norm: 1.1804 2020-07-23 18:15:03,251 - mmaction - INFO - Epoch [1][3480/3757] lr: 1.000e-01, eta: 9 days, 5:32:15, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.0555, top5_acc: 0.1875, loss_cls: 5.0359, loss: 5.0359, grad_norm: 1.2015 2020-07-23 18:15:18,963 - mmaction - INFO - Epoch [1][3500/3757] lr: 1.000e-01, eta: 9 days, 5:27:43, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.0656, top5_acc: 0.1891, loss_cls: 5.0088, loss: 5.0088, grad_norm: 1.2004 2020-07-23 18:15:34,745 - mmaction - INFO - Epoch [1][3520/3757] lr: 1.000e-01, eta: 9 days, 5:23:32, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0523, top5_acc: 0.1727, loss_cls: 5.1119, loss: 5.1119, grad_norm: 1.1017 2020-07-23 18:15:50,576 - mmaction - INFO - Epoch [1][3540/3757] lr: 1.000e-01, eta: 9 days, 5:19:39, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.0531, top5_acc: 0.1656, loss_cls: 5.0235, loss: 5.0235, grad_norm: 1.1760 2020-07-23 18:16:06,331 - mmaction - INFO - Epoch [1][3560/3757] lr: 1.000e-01, eta: 9 days, 5:15:26, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0531, top5_acc: 0.1609, loss_cls: 5.1067, loss: 5.1067, grad_norm: 1.1272 2020-07-23 18:16:22,091 - mmaction - INFO - Epoch [1][3580/3757] lr: 1.000e-01, eta: 9 days, 5:11:17, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0672, top5_acc: 0.1898, loss_cls: 5.0205, loss: 5.0205, grad_norm: 1.1457 2020-07-23 18:16:37,895 - mmaction - INFO - Epoch [1][3600/3757] lr: 1.000e-01, eta: 9 days, 5:07:20, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.0664, top5_acc: 0.1766, loss_cls: 5.0173, loss: 5.0173, grad_norm: 1.1399 2020-07-23 18:16:53,727 - mmaction - INFO - Epoch [1][3620/3757] lr: 1.000e-01, eta: 9 days, 5:03:40, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.0617, top5_acc: 0.1727, loss_cls: 5.0464, loss: 5.0464, grad_norm: 1.1465 2020-07-23 18:17:09,416 - mmaction - INFO - Epoch [1][3640/3757] lr: 1.000e-01, eta: 9 days, 4:59:17, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.0703, top5_acc: 0.1734, loss_cls: 5.0596, loss: 5.0596, grad_norm: 1.1664 2020-07-23 18:17:25,222 - mmaction - INFO - Epoch [1][3660/3757] lr: 1.000e-01, eta: 9 days, 4:55:31, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0664, top5_acc: 0.1766, loss_cls: 5.0028, loss: 5.0028, grad_norm: 1.1804 2020-07-23 18:17:41,026 - mmaction - INFO - Epoch [1][3680/3757] lr: 1.000e-01, eta: 9 days, 4:51:43, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.0625, top5_acc: 0.1859, loss_cls: 4.9911, loss: 4.9911, grad_norm: 1.1560 2020-07-23 18:17:56,813 - mmaction - INFO - Epoch [1][3700/3757] lr: 1.000e-01, eta: 9 days, 4:48:04, time: 0.791, data_time: 0.005, memory: 6201, top1_acc: 0.0461, top5_acc: 0.1766, loss_cls: 5.0353, loss: 5.0353, grad_norm: 1.2067 2020-07-23 18:18:12,617 - mmaction - INFO - Epoch [1][3720/3757] lr: 1.000e-01, eta: 9 days, 4:44:24, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0594, top5_acc: 0.1789, loss_cls: 5.0049, loss: 5.0049, grad_norm: 1.1713 2020-07-23 18:18:28,472 - mmaction - INFO - Epoch [1][3740/3757] lr: 1.000e-01, eta: 9 days, 4:40:56, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.0656, top5_acc: 0.1828, loss_cls: 5.0312, loss: 5.0312, grad_norm: 1.1513 2020-07-23 18:21:55,196 - mmaction - INFO - Epoch [2][20/3757] lr: 1.000e-01, eta: 9 days, 15:39:07, time: 9.325, data_time: 8.429, memory: 6201, top1_acc: 0.0539, top5_acc: 0.1656, loss_cls: 5.0380, loss: 5.0380, grad_norm: 1.1848 2020-07-23 18:22:10,949 - mmaction - INFO - Epoch [2][40/3757] lr: 1.000e-01, eta: 9 days, 15:31:50, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.0570, top5_acc: 0.1789, loss_cls: 4.9767, loss: 4.9767, grad_norm: 1.1545 2020-07-23 18:22:26,676 - mmaction - INFO - Epoch [2][60/3757] lr: 1.000e-01, eta: 9 days, 15:24:34, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.0633, top5_acc: 0.2039, loss_cls: 4.9939, loss: 4.9939, grad_norm: 1.1660 2020-07-23 18:22:42,385 - mmaction - INFO - Epoch [2][80/3757] lr: 1.000e-01, eta: 9 days, 15:17:17, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.0578, top5_acc: 0.1867, loss_cls: 4.9701, loss: 4.9701, grad_norm: 1.1923 2020-07-23 18:22:58,176 - mmaction - INFO - Epoch [2][100/3757] lr: 1.000e-01, eta: 9 days, 15:10:24, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0664, top5_acc: 0.1812, loss_cls: 4.9916, loss: 4.9916, grad_norm: 1.1727 2020-07-23 18:23:14,028 - mmaction - INFO - Epoch [2][120/3757] lr: 1.000e-01, eta: 9 days, 15:03:50, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.0656, top5_acc: 0.1906, loss_cls: 4.9257, loss: 4.9257, grad_norm: 1.1966 2020-07-23 18:23:29,823 - mmaction - INFO - Epoch [2][140/3757] lr: 1.000e-01, eta: 9 days, 14:57:06, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0563, top5_acc: 0.1984, loss_cls: 4.9497, loss: 4.9497, grad_norm: 1.2017 2020-07-23 18:23:45,585 - mmaction - INFO - Epoch [2][160/3757] lr: 1.000e-01, eta: 9 days, 14:50:18, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0680, top5_acc: 0.2008, loss_cls: 4.9365, loss: 4.9365, grad_norm: 1.1753 2020-07-23 18:24:01,382 - mmaction - INFO - Epoch [2][180/3757] lr: 1.000e-01, eta: 9 days, 14:43:42, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0648, top5_acc: 0.1898, loss_cls: 4.9613, loss: 4.9613, grad_norm: 1.2059 2020-07-23 18:24:17,304 - mmaction - INFO - Epoch [2][200/3757] lr: 1.000e-01, eta: 9 days, 14:37:41, time: 0.796, data_time: 0.003, memory: 6201, top1_acc: 0.0617, top5_acc: 0.1969, loss_cls: 4.9023, loss: 4.9023, grad_norm: 1.2232 2020-07-23 18:24:33,058 - mmaction - INFO - Epoch [2][220/3757] lr: 1.000e-01, eta: 9 days, 14:31:03, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0633, top5_acc: 0.2055, loss_cls: 4.9549, loss: 4.9549, grad_norm: 1.1937 2020-07-23 18:24:48,820 - mmaction - INFO - Epoch [2][240/3757] lr: 1.000e-01, eta: 9 days, 14:24:30, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0609, top5_acc: 0.1875, loss_cls: 4.9716, loss: 4.9716, grad_norm: 1.2057 2020-07-23 18:25:04,639 - mmaction - INFO - Epoch [2][260/3757] lr: 1.000e-01, eta: 9 days, 14:18:13, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0555, top5_acc: 0.1805, loss_cls: 4.9883, loss: 4.9883, grad_norm: 1.1785 2020-07-23 18:25:20,387 - mmaction - INFO - Epoch [2][280/3757] lr: 1.000e-01, eta: 9 days, 14:11:42, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.0664, top5_acc: 0.1938, loss_cls: 4.9383, loss: 4.9383, grad_norm: 1.2064 2020-07-23 18:25:36,175 - mmaction - INFO - Epoch [2][300/3757] lr: 1.000e-01, eta: 9 days, 14:05:30, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.0680, top5_acc: 0.1812, loss_cls: 4.9553, loss: 4.9553, grad_norm: 1.1870 2020-07-23 18:25:51,987 - mmaction - INFO - Epoch [2][320/3757] lr: 1.000e-01, eta: 9 days, 13:59:24, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0703, top5_acc: 0.2156, loss_cls: 4.8885, loss: 4.8885, grad_norm: 1.2681 2020-07-23 18:26:07,767 - mmaction - INFO - Epoch [2][340/3757] lr: 1.000e-01, eta: 9 days, 13:53:14, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0477, top5_acc: 0.1734, loss_cls: 5.0234, loss: 5.0234, grad_norm: 1.1286 2020-07-23 18:26:23,518 - mmaction - INFO - Epoch [2][360/3757] lr: 1.000e-01, eta: 9 days, 13:47:00, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0625, top5_acc: 0.2016, loss_cls: 4.9100, loss: 4.9100, grad_norm: 1.1979 2020-07-23 18:26:39,276 - mmaction - INFO - Epoch [2][380/3757] lr: 1.000e-01, eta: 9 days, 13:40:48, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0727, top5_acc: 0.2070, loss_cls: 4.8641, loss: 4.8641, grad_norm: 1.2328 2020-07-23 18:26:55,042 - mmaction - INFO - Epoch [2][400/3757] lr: 1.000e-01, eta: 9 days, 13:34:47, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.0648, top5_acc: 0.1883, loss_cls: 4.9516, loss: 4.9516, grad_norm: 1.1793 2020-07-23 18:27:10,806 - mmaction - INFO - Epoch [2][420/3757] lr: 1.000e-01, eta: 9 days, 13:28:47, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0766, top5_acc: 0.2070, loss_cls: 4.8509, loss: 4.8509, grad_norm: 1.2407 2020-07-23 18:27:26,698 - mmaction - INFO - Epoch [2][440/3757] lr: 1.000e-01, eta: 9 days, 13:23:15, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.0578, top5_acc: 0.1883, loss_cls: 4.9540, loss: 4.9540, grad_norm: 1.1915 2020-07-23 18:27:42,537 - mmaction - INFO - Epoch [2][460/3757] lr: 1.000e-01, eta: 9 days, 13:17:39, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.0609, top5_acc: 0.2008, loss_cls: 4.9327, loss: 4.9327, grad_norm: 1.2072 2020-07-23 18:27:58,344 - mmaction - INFO - Epoch [2][480/3757] lr: 1.000e-01, eta: 9 days, 13:11:51, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.0828, top5_acc: 0.2102, loss_cls: 4.8443, loss: 4.8443, grad_norm: 1.1898 2020-07-23 18:28:14,095 - mmaction - INFO - Epoch [2][500/3757] lr: 1.000e-01, eta: 9 days, 13:06:06, time: 0.789, data_time: 0.005, memory: 6201, top1_acc: 0.0578, top5_acc: 0.1891, loss_cls: 4.9716, loss: 4.9716, grad_norm: 1.1992 2020-07-23 18:28:29,890 - mmaction - INFO - Epoch [2][520/3757] lr: 1.000e-01, eta: 9 days, 13:00:32, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.0703, top5_acc: 0.1961, loss_cls: 4.9013, loss: 4.9013, grad_norm: 1.1705 2020-07-23 18:28:45,629 - mmaction - INFO - Epoch [2][540/3757] lr: 1.000e-01, eta: 9 days, 12:54:44, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0711, top5_acc: 0.2094, loss_cls: 4.8768, loss: 4.8768, grad_norm: 1.2429 2020-07-23 18:29:01,388 - mmaction - INFO - Epoch [2][560/3757] lr: 1.000e-01, eta: 9 days, 12:49:02, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0719, top5_acc: 0.1969, loss_cls: 4.9039, loss: 4.9039, grad_norm: 1.2047 2020-07-23 18:29:17,170 - mmaction - INFO - Epoch [2][580/3757] lr: 1.000e-01, eta: 9 days, 12:43:30, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.0586, top5_acc: 0.2008, loss_cls: 4.9345, loss: 4.9345, grad_norm: 1.1824 2020-07-23 18:29:32,910 - mmaction - INFO - Epoch [2][600/3757] lr: 1.000e-01, eta: 9 days, 12:37:54, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.0664, top5_acc: 0.1969, loss_cls: 4.9400, loss: 4.9400, grad_norm: 1.2168 2020-07-23 18:29:48,730 - mmaction - INFO - Epoch [2][620/3757] lr: 1.000e-01, eta: 9 days, 12:32:34, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0781, top5_acc: 0.2234, loss_cls: 4.8523, loss: 4.8523, grad_norm: 1.2545 2020-07-23 18:30:04,538 - mmaction - INFO - Epoch [2][640/3757] lr: 1.000e-01, eta: 9 days, 12:27:17, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.0813, top5_acc: 0.2094, loss_cls: 4.8628, loss: 4.8628, grad_norm: 1.2242 2020-07-23 18:30:20,251 - mmaction - INFO - Epoch [2][660/3757] lr: 1.000e-01, eta: 9 days, 12:21:45, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.0797, top5_acc: 0.2000, loss_cls: 4.8979, loss: 4.8979, grad_norm: 1.2969 2020-07-23 18:30:36,139 - mmaction - INFO - Epoch [2][680/3757] lr: 1.000e-01, eta: 9 days, 12:16:50, time: 0.794, data_time: 0.002, memory: 6201, top1_acc: 0.0617, top5_acc: 0.1969, loss_cls: 4.9119, loss: 4.9119, grad_norm: 1.1963 2020-07-23 18:30:51,794 - mmaction - INFO - Epoch [2][700/3757] lr: 1.000e-01, eta: 9 days, 12:11:07, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.0719, top5_acc: 0.1969, loss_cls: 4.9239, loss: 4.9239, grad_norm: 1.2178 2020-07-23 18:31:07,553 - mmaction - INFO - Epoch [2][720/3757] lr: 1.000e-01, eta: 9 days, 12:05:47, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0664, top5_acc: 0.2047, loss_cls: 4.8746, loss: 4.8746, grad_norm: 1.1828 2020-07-23 18:31:23,313 - mmaction - INFO - Epoch [2][740/3757] lr: 1.000e-01, eta: 9 days, 12:00:33, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.0773, top5_acc: 0.2156, loss_cls: 4.8374, loss: 4.8374, grad_norm: 1.2647 2020-07-23 18:31:39,112 - mmaction - INFO - Epoch [2][760/3757] lr: 1.000e-01, eta: 9 days, 11:55:30, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.0695, top5_acc: 0.1875, loss_cls: 4.9247, loss: 4.9247, grad_norm: 1.2015 2020-07-23 18:31:55,163 - mmaction - INFO - Epoch [2][780/3757] lr: 1.000e-01, eta: 9 days, 11:51:25, time: 0.803, data_time: 0.013, memory: 6201, top1_acc: 0.0773, top5_acc: 0.1930, loss_cls: 4.9093, loss: 4.9093, grad_norm: 1.2255 2020-07-23 18:32:10,951 - mmaction - INFO - Epoch [2][800/3757] lr: 1.000e-01, eta: 9 days, 11:46:24, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0547, top5_acc: 0.1789, loss_cls: 4.9445, loss: 4.9445, grad_norm: 1.1695 2020-07-23 18:32:26,795 - mmaction - INFO - Epoch [2][820/3757] lr: 1.000e-01, eta: 9 days, 11:41:38, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.0648, top5_acc: 0.2156, loss_cls: 4.8932, loss: 4.8932, grad_norm: 1.2124 2020-07-23 18:32:42,587 - mmaction - INFO - Epoch [2][840/3757] lr: 1.000e-01, eta: 9 days, 11:36:33, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0875, top5_acc: 0.2305, loss_cls: 4.7577, loss: 4.7577, grad_norm: 1.2184 2020-07-23 18:32:58,352 - mmaction - INFO - Epoch [2][860/3757] lr: 1.000e-01, eta: 9 days, 11:31:45, time: 0.791, data_time: 0.005, memory: 6201, top1_acc: 0.0695, top5_acc: 0.1961, loss_cls: 4.9158, loss: 4.9158, grad_norm: 1.2414 2020-07-23 18:33:14,171 - mmaction - INFO - Epoch [2][880/3757] lr: 1.000e-01, eta: 9 days, 11:27:00, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0711, top5_acc: 0.2016, loss_cls: 4.8580, loss: 4.8580, grad_norm: 1.2110 2020-07-23 18:33:29,962 - mmaction - INFO - Epoch [2][900/3757] lr: 1.000e-01, eta: 9 days, 11:22:12, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0609, top5_acc: 0.2117, loss_cls: 4.8804, loss: 4.8804, grad_norm: 1.2239 2020-07-23 18:33:45,751 - mmaction - INFO - Epoch [2][920/3757] lr: 1.000e-01, eta: 9 days, 11:17:24, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0586, top5_acc: 0.2016, loss_cls: 4.8883, loss: 4.8883, grad_norm: 1.1861 2020-07-23 18:34:01,491 - mmaction - INFO - Epoch [2][940/3757] lr: 1.000e-01, eta: 9 days, 11:12:31, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0594, top5_acc: 0.1906, loss_cls: 4.9272, loss: 4.9272, grad_norm: 1.2488 2020-07-23 18:34:17,253 - mmaction - INFO - Epoch [2][960/3757] lr: 1.000e-01, eta: 9 days, 11:07:45, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0719, top5_acc: 0.2195, loss_cls: 4.8392, loss: 4.8392, grad_norm: 1.1866 2020-07-23 18:34:33,004 - mmaction - INFO - Epoch [2][980/3757] lr: 1.000e-01, eta: 9 days, 11:02:58, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0773, top5_acc: 0.2047, loss_cls: 4.8490, loss: 4.8490, grad_norm: 1.2200 2020-07-23 18:34:48,817 - mmaction - INFO - Epoch [2][1000/3757] lr: 1.000e-01, eta: 9 days, 10:58:25, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0773, top5_acc: 0.2094, loss_cls: 4.8809, loss: 4.8809, grad_norm: 1.2018 2020-07-23 18:35:04,601 - mmaction - INFO - Epoch [2][1020/3757] lr: 1.000e-01, eta: 9 days, 10:53:49, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0656, top5_acc: 0.2117, loss_cls: 4.8237, loss: 4.8237, grad_norm: 1.2227 2020-07-23 18:35:20,255 - mmaction - INFO - Epoch [2][1040/3757] lr: 1.000e-01, eta: 9 days, 10:48:50, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.0695, top5_acc: 0.2016, loss_cls: 4.8664, loss: 4.8664, grad_norm: 1.2357 2020-07-23 18:35:36,039 - mmaction - INFO - Epoch [2][1060/3757] lr: 1.000e-01, eta: 9 days, 10:44:18, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0742, top5_acc: 0.2180, loss_cls: 4.8689, loss: 4.8689, grad_norm: 1.2420 2020-07-23 18:35:51,817 - mmaction - INFO - Epoch [2][1080/3757] lr: 1.000e-01, eta: 9 days, 10:39:46, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0766, top5_acc: 0.2258, loss_cls: 4.8257, loss: 4.8257, grad_norm: 1.2308 2020-07-23 18:36:07,533 - mmaction - INFO - Epoch [2][1100/3757] lr: 1.000e-01, eta: 9 days, 10:35:07, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.0727, top5_acc: 0.2195, loss_cls: 4.8640, loss: 4.8640, grad_norm: 1.1885 2020-07-23 18:36:23,281 - mmaction - INFO - Epoch [2][1120/3757] lr: 1.000e-01, eta: 9 days, 10:30:35, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0664, top5_acc: 0.2016, loss_cls: 4.8719, loss: 4.8719, grad_norm: 1.1981 2020-07-23 18:36:39,057 - mmaction - INFO - Epoch [2][1140/3757] lr: 1.000e-01, eta: 9 days, 10:26:10, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0680, top5_acc: 0.2070, loss_cls: 4.8294, loss: 4.8294, grad_norm: 1.2370 2020-07-23 18:36:54,818 - mmaction - INFO - Epoch [2][1160/3757] lr: 1.000e-01, eta: 9 days, 10:21:44, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0742, top5_acc: 0.2141, loss_cls: 4.8459, loss: 4.8459, grad_norm: 1.2194 2020-07-23 18:37:10,595 - mmaction - INFO - Epoch [2][1180/3757] lr: 1.000e-01, eta: 9 days, 10:17:24, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0797, top5_acc: 0.2203, loss_cls: 4.8333, loss: 4.8333, grad_norm: 1.2330 2020-07-23 18:37:26,347 - mmaction - INFO - Epoch [2][1200/3757] lr: 1.000e-01, eta: 9 days, 10:12:58, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0773, top5_acc: 0.2141, loss_cls: 4.8580, loss: 4.8580, grad_norm: 1.2233 2020-07-23 18:37:42,094 - mmaction - INFO - Epoch [2][1220/3757] lr: 1.000e-01, eta: 9 days, 10:08:39, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.0750, top5_acc: 0.2297, loss_cls: 4.8231, loss: 4.8231, grad_norm: 1.1983 2020-07-23 18:37:57,878 - mmaction - INFO - Epoch [2][1240/3757] lr: 1.000e-01, eta: 9 days, 10:04:25, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0852, top5_acc: 0.2227, loss_cls: 4.7699, loss: 4.7699, grad_norm: 1.2356 2020-07-23 18:38:13,637 - mmaction - INFO - Epoch [2][1260/3757] lr: 1.000e-01, eta: 9 days, 10:00:09, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0680, top5_acc: 0.2023, loss_cls: 4.8767, loss: 4.8767, grad_norm: 1.2394 2020-07-23 18:38:29,359 - mmaction - INFO - Epoch [2][1280/3757] lr: 1.000e-01, eta: 9 days, 9:55:47, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.0820, top5_acc: 0.2313, loss_cls: 4.7927, loss: 4.7927, grad_norm: 1.2051 2020-07-23 18:38:45,126 - mmaction - INFO - Epoch [2][1300/3757] lr: 1.000e-01, eta: 9 days, 9:51:37, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0703, top5_acc: 0.2086, loss_cls: 4.8741, loss: 4.8741, grad_norm: 1.2406 2020-07-23 18:39:00,898 - mmaction - INFO - Epoch [2][1320/3757] lr: 1.000e-01, eta: 9 days, 9:47:29, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0750, top5_acc: 0.2102, loss_cls: 4.8026, loss: 4.8026, grad_norm: 1.2207 2020-07-23 18:39:16,651 - mmaction - INFO - Epoch [2][1340/3757] lr: 1.000e-01, eta: 9 days, 9:43:20, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0680, top5_acc: 0.1977, loss_cls: 4.9199, loss: 4.9199, grad_norm: 1.2303 2020-07-23 18:39:32,430 - mmaction - INFO - Epoch [2][1360/3757] lr: 1.000e-01, eta: 9 days, 9:39:14, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0742, top5_acc: 0.2078, loss_cls: 4.8421, loss: 4.8421, grad_norm: 1.2032 2020-07-23 18:39:48,240 - mmaction - INFO - Epoch [2][1380/3757] lr: 1.000e-01, eta: 9 days, 9:35:19, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0734, top5_acc: 0.2031, loss_cls: 4.8635, loss: 4.8635, grad_norm: 1.2013 2020-07-23 18:40:04,110 - mmaction - INFO - Epoch [2][1400/3757] lr: 1.000e-01, eta: 9 days, 9:31:38, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.0781, top5_acc: 0.2273, loss_cls: 4.8067, loss: 4.8067, grad_norm: 1.2460 2020-07-23 18:40:19,792 - mmaction - INFO - Epoch [2][1420/3757] lr: 1.000e-01, eta: 9 days, 9:27:20, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.0766, top5_acc: 0.2258, loss_cls: 4.8535, loss: 4.8535, grad_norm: 1.2160 2020-07-23 18:40:35,538 - mmaction - INFO - Epoch [2][1440/3757] lr: 1.000e-01, eta: 9 days, 9:23:20, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0773, top5_acc: 0.1969, loss_cls: 4.8542, loss: 4.8542, grad_norm: 1.1928 2020-07-23 18:40:51,272 - mmaction - INFO - Epoch [2][1460/3757] lr: 1.000e-01, eta: 9 days, 9:19:18, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.0602, top5_acc: 0.1953, loss_cls: 4.8994, loss: 4.8994, grad_norm: 1.2312 2020-07-23 18:41:07,042 - mmaction - INFO - Epoch [2][1480/3757] lr: 1.000e-01, eta: 9 days, 9:15:23, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0781, top5_acc: 0.2289, loss_cls: 4.7872, loss: 4.7872, grad_norm: 1.2344 2020-07-23 18:41:22,755 - mmaction - INFO - Epoch [2][1500/3757] lr: 1.000e-01, eta: 9 days, 9:11:21, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.0750, top5_acc: 0.2109, loss_cls: 4.8288, loss: 4.8288, grad_norm: 1.2112 2020-07-23 18:41:38,551 - mmaction - INFO - Epoch [2][1520/3757] lr: 1.000e-01, eta: 9 days, 9:07:35, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0797, top5_acc: 0.2203, loss_cls: 4.8377, loss: 4.8377, grad_norm: 1.2081 2020-07-23 18:41:54,301 - mmaction - INFO - Epoch [2][1540/3757] lr: 1.000e-01, eta: 9 days, 9:03:41, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0883, top5_acc: 0.2281, loss_cls: 4.8144, loss: 4.8144, grad_norm: 1.1994 2020-07-23 18:42:10,030 - mmaction - INFO - Epoch [2][1560/3757] lr: 1.000e-01, eta: 9 days, 8:59:46, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0797, top5_acc: 0.2258, loss_cls: 4.8169, loss: 4.8169, grad_norm: 1.2007 2020-07-23 18:42:25,847 - mmaction - INFO - Epoch [2][1580/3757] lr: 1.000e-01, eta: 9 days, 8:56:09, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0820, top5_acc: 0.2117, loss_cls: 4.8460, loss: 4.8460, grad_norm: 1.1780 2020-07-23 18:42:41,581 - mmaction - INFO - Epoch [2][1600/3757] lr: 1.000e-01, eta: 9 days, 8:52:18, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0711, top5_acc: 0.2070, loss_cls: 4.8420, loss: 4.8420, grad_norm: 1.2191 2020-07-23 18:42:57,313 - mmaction - INFO - Epoch [2][1620/3757] lr: 1.000e-01, eta: 9 days, 8:48:27, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.0664, top5_acc: 0.2195, loss_cls: 4.8765, loss: 4.8765, grad_norm: 1.2567 2020-07-23 18:43:13,147 - mmaction - INFO - Epoch [2][1640/3757] lr: 1.000e-01, eta: 9 days, 8:44:57, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.0703, top5_acc: 0.2016, loss_cls: 4.8354, loss: 4.8354, grad_norm: 1.1956 2020-07-23 18:43:28,930 - mmaction - INFO - Epoch [2][1660/3757] lr: 1.000e-01, eta: 9 days, 8:41:17, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0727, top5_acc: 0.2141, loss_cls: 4.8569, loss: 4.8569, grad_norm: 1.2264 2020-07-23 18:43:44,622 - mmaction - INFO - Epoch [2][1680/3757] lr: 1.000e-01, eta: 9 days, 8:37:28, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.0688, top5_acc: 0.2008, loss_cls: 4.8967, loss: 4.8967, grad_norm: 1.2038 2020-07-23 18:44:00,380 - mmaction - INFO - Epoch [2][1700/3757] lr: 1.000e-01, eta: 9 days, 8:33:49, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0859, top5_acc: 0.2305, loss_cls: 4.7088, loss: 4.7088, grad_norm: 1.2571 2020-07-23 18:44:16,054 - mmaction - INFO - Epoch [2][1720/3757] lr: 1.000e-01, eta: 9 days, 8:29:57, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.0742, top5_acc: 0.2141, loss_cls: 4.8170, loss: 4.8170, grad_norm: 1.2317 2020-07-23 18:44:31,840 - mmaction - INFO - Epoch [2][1740/3757] lr: 1.000e-01, eta: 9 days, 8:26:24, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0820, top5_acc: 0.2422, loss_cls: 4.7165, loss: 4.7165, grad_norm: 1.2194 2020-07-23 18:44:47,609 - mmaction - INFO - Epoch [2][1760/3757] lr: 1.000e-01, eta: 9 days, 8:22:53, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.0742, top5_acc: 0.2250, loss_cls: 4.8371, loss: 4.8371, grad_norm: 1.2199 2020-07-23 18:45:03,418 - mmaction - INFO - Epoch [2][1780/3757] lr: 1.000e-01, eta: 9 days, 8:19:28, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0883, top5_acc: 0.2313, loss_cls: 4.6974, loss: 4.6974, grad_norm: 1.2451 2020-07-23 18:45:19,054 - mmaction - INFO - Epoch [2][1800/3757] lr: 1.000e-01, eta: 9 days, 8:15:36, time: 0.782, data_time: 0.001, memory: 6201, top1_acc: 0.0836, top5_acc: 0.2180, loss_cls: 4.7571, loss: 4.7571, grad_norm: 1.2646 2020-07-23 18:45:34,792 - mmaction - INFO - Epoch [2][1820/3757] lr: 1.000e-01, eta: 9 days, 8:12:02, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0680, top5_acc: 0.2109, loss_cls: 4.8209, loss: 4.8209, grad_norm: 1.2393 2020-07-23 18:45:50,470 - mmaction - INFO - Epoch [2][1840/3757] lr: 1.000e-01, eta: 9 days, 8:08:20, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.1125, top5_acc: 0.2258, loss_cls: 4.8024, loss: 4.8024, grad_norm: 1.2494 2020-07-23 18:46:06,203 - mmaction - INFO - Epoch [2][1860/3757] lr: 1.000e-01, eta: 9 days, 8:04:48, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.0781, top5_acc: 0.2359, loss_cls: 4.7205, loss: 4.7205, grad_norm: 1.2751 2020-07-23 18:46:21,980 - mmaction - INFO - Epoch [2][1880/3757] lr: 1.000e-01, eta: 9 days, 8:01:23, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0852, top5_acc: 0.2336, loss_cls: 4.7919, loss: 4.7919, grad_norm: 1.2386 2020-07-23 18:46:37,707 - mmaction - INFO - Epoch [2][1900/3757] lr: 1.000e-01, eta: 9 days, 7:57:55, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0734, top5_acc: 0.2133, loss_cls: 4.8192, loss: 4.8192, grad_norm: 1.2222 2020-07-23 18:46:53,455 - mmaction - INFO - Epoch [2][1920/3757] lr: 1.000e-01, eta: 9 days, 7:54:30, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0867, top5_acc: 0.2094, loss_cls: 4.8217, loss: 4.8217, grad_norm: 1.2471 2020-07-23 18:47:09,241 - mmaction - INFO - Epoch [2][1940/3757] lr: 1.000e-01, eta: 9 days, 7:51:13, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0688, top5_acc: 0.2102, loss_cls: 4.8256, loss: 4.8256, grad_norm: 1.2804 2020-07-23 18:47:25,040 - mmaction - INFO - Epoch [2][1960/3757] lr: 1.000e-01, eta: 9 days, 7:47:59, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0906, top5_acc: 0.2437, loss_cls: 4.7575, loss: 4.7575, grad_norm: 1.2286 2020-07-23 18:47:40,784 - mmaction - INFO - Epoch [2][1980/3757] lr: 1.000e-01, eta: 9 days, 7:44:37, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0734, top5_acc: 0.2445, loss_cls: 4.7490, loss: 4.7490, grad_norm: 1.2494 2020-07-23 18:47:56,597 - mmaction - INFO - Epoch [2][2000/3757] lr: 1.000e-01, eta: 9 days, 7:41:28, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0828, top5_acc: 0.2398, loss_cls: 4.7127, loss: 4.7127, grad_norm: 1.2471 2020-07-23 18:48:12,331 - mmaction - INFO - Epoch [2][2020/3757] lr: 1.000e-01, eta: 9 days, 7:38:07, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0758, top5_acc: 0.2156, loss_cls: 4.7796, loss: 4.7796, grad_norm: 1.2530 2020-07-23 18:48:28,068 - mmaction - INFO - Epoch [2][2040/3757] lr: 1.000e-01, eta: 9 days, 7:34:45, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.0953, top5_acc: 0.2430, loss_cls: 4.6825, loss: 4.6825, grad_norm: 1.2559 2020-07-23 18:48:43,882 - mmaction - INFO - Epoch [2][2060/3757] lr: 1.000e-01, eta: 9 days, 7:31:40, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.0961, top5_acc: 0.2219, loss_cls: 4.7513, loss: 4.7513, grad_norm: 1.2612 2020-07-23 18:48:59,625 - mmaction - INFO - Epoch [2][2080/3757] lr: 1.000e-01, eta: 9 days, 7:28:27, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.0750, top5_acc: 0.2047, loss_cls: 4.8563, loss: 4.8563, grad_norm: 1.2100 2020-07-23 18:49:15,360 - mmaction - INFO - Epoch [2][2100/3757] lr: 1.000e-01, eta: 9 days, 7:25:09, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.0758, top5_acc: 0.2250, loss_cls: 4.7559, loss: 4.7559, grad_norm: 1.2862 2020-07-23 18:49:31,054 - mmaction - INFO - Epoch [2][2120/3757] lr: 1.000e-01, eta: 9 days, 7:21:50, time: 0.785, data_time: 0.004, memory: 6201, top1_acc: 0.0859, top5_acc: 0.2195, loss_cls: 4.7836, loss: 4.7836, grad_norm: 1.2054 2020-07-23 18:49:46,824 - mmaction - INFO - Epoch [2][2140/3757] lr: 1.000e-01, eta: 9 days, 7:18:42, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.0867, top5_acc: 0.2227, loss_cls: 4.7601, loss: 4.7601, grad_norm: 1.2862 2020-07-23 18:50:02,600 - mmaction - INFO - Epoch [2][2160/3757] lr: 1.000e-01, eta: 9 days, 7:15:36, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0852, top5_acc: 0.2383, loss_cls: 4.7224, loss: 4.7224, grad_norm: 1.2309 2020-07-23 18:50:18,298 - mmaction - INFO - Epoch [2][2180/3757] lr: 1.000e-01, eta: 9 days, 7:12:20, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.0875, top5_acc: 0.2383, loss_cls: 4.7735, loss: 4.7735, grad_norm: 1.2595 2020-07-23 18:50:34,087 - mmaction - INFO - Epoch [2][2200/3757] lr: 1.000e-01, eta: 9 days, 7:09:18, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0922, top5_acc: 0.2469, loss_cls: 4.6733, loss: 4.6733, grad_norm: 1.2600 2020-07-23 18:50:49,840 - mmaction - INFO - Epoch [2][2220/3757] lr: 1.000e-01, eta: 9 days, 7:06:12, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0805, top5_acc: 0.2414, loss_cls: 4.7228, loss: 4.7228, grad_norm: 1.2624 2020-07-23 18:51:05,653 - mmaction - INFO - Epoch [2][2240/3757] lr: 1.000e-01, eta: 9 days, 7:03:15, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0813, top5_acc: 0.2195, loss_cls: 4.7526, loss: 4.7526, grad_norm: 1.3107 2020-07-23 18:51:21,582 - mmaction - INFO - Epoch [2][2260/3757] lr: 1.000e-01, eta: 9 days, 7:00:42, time: 0.797, data_time: 0.004, memory: 6201, top1_acc: 0.0781, top5_acc: 0.2273, loss_cls: 4.7043, loss: 4.7043, grad_norm: 1.3089 2020-07-23 18:51:37,970 - mmaction - INFO - Epoch [2][2280/3757] lr: 1.000e-01, eta: 9 days, 6:59:17, time: 0.819, data_time: 0.001, memory: 6201, top1_acc: 0.0805, top5_acc: 0.2336, loss_cls: 4.7321, loss: 4.7321, grad_norm: 1.2447 2020-07-23 18:51:54,155 - mmaction - INFO - Epoch [2][2300/3757] lr: 1.000e-01, eta: 9 days, 6:57:25, time: 0.810, data_time: 0.001, memory: 6201, top1_acc: 0.0703, top5_acc: 0.2297, loss_cls: 4.7413, loss: 4.7413, grad_norm: 1.2540 2020-07-23 18:52:09,892 - mmaction - INFO - Epoch [2][2320/3757] lr: 1.000e-01, eta: 9 days, 6:54:22, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.0945, top5_acc: 0.2375, loss_cls: 4.7324, loss: 4.7324, grad_norm: 1.2444 2020-07-23 18:52:25,726 - mmaction - INFO - Epoch [2][2340/3757] lr: 1.000e-01, eta: 9 days, 6:51:33, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.0891, top5_acc: 0.2195, loss_cls: 4.7927, loss: 4.7927, grad_norm: 1.2616 2020-07-23 18:52:41,406 - mmaction - INFO - Epoch [2][2360/3757] lr: 1.000e-01, eta: 9 days, 6:48:25, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.0867, top5_acc: 0.2297, loss_cls: 4.7968, loss: 4.7968, grad_norm: 1.2438 2020-07-23 18:52:57,205 - mmaction - INFO - Epoch [2][2380/3757] lr: 1.000e-01, eta: 9 days, 6:45:29, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0898, top5_acc: 0.2430, loss_cls: 4.6755, loss: 4.6755, grad_norm: 1.2662 2020-07-23 18:53:12,863 - mmaction - INFO - Epoch [2][2400/3757] lr: 1.000e-01, eta: 9 days, 6:42:23, time: 0.785, data_time: 0.003, memory: 6201, top1_acc: 0.0867, top5_acc: 0.2461, loss_cls: 4.7262, loss: 4.7262, grad_norm: 1.3192 2020-07-23 18:53:28,739 - mmaction - INFO - Epoch [2][2420/3757] lr: 1.000e-01, eta: 9 days, 6:39:47, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.0859, top5_acc: 0.2250, loss_cls: 4.7667, loss: 4.7667, grad_norm: 1.2511 2020-07-23 18:53:44,431 - mmaction - INFO - Epoch [2][2440/3757] lr: 1.000e-01, eta: 9 days, 6:36:42, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.0969, top5_acc: 0.2445, loss_cls: 4.7142, loss: 4.7142, grad_norm: 1.2604 2020-07-23 18:54:00,231 - mmaction - INFO - Epoch [2][2460/3757] lr: 1.000e-01, eta: 9 days, 6:33:56, time: 0.790, data_time: 0.001, memory: 6201, top1_acc: 0.0828, top5_acc: 0.2461, loss_cls: 4.7119, loss: 4.7119, grad_norm: 1.2569 2020-07-23 18:54:15,899 - mmaction - INFO - Epoch [2][2480/3757] lr: 1.000e-01, eta: 9 days, 6:30:49, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.0859, top5_acc: 0.2305, loss_cls: 4.7286, loss: 4.7286, grad_norm: 1.2800 2020-07-23 18:54:31,745 - mmaction - INFO - Epoch [2][2500/3757] lr: 1.000e-01, eta: 9 days, 6:28:11, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.0969, top5_acc: 0.2398, loss_cls: 4.7017, loss: 4.7017, grad_norm: 1.3001 2020-07-23 18:54:47,552 - mmaction - INFO - Epoch [2][2520/3757] lr: 1.000e-01, eta: 9 days, 6:25:31, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.0727, top5_acc: 0.2203, loss_cls: 4.8077, loss: 4.8077, grad_norm: 1.2780 2020-07-23 18:55:03,352 - mmaction - INFO - Epoch [2][2540/3757] lr: 1.000e-01, eta: 9 days, 6:22:49, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0813, top5_acc: 0.2219, loss_cls: 4.8027, loss: 4.8027, grad_norm: 1.2865 2020-07-23 18:55:19,050 - mmaction - INFO - Epoch [2][2560/3757] lr: 1.000e-01, eta: 9 days, 6:19:49, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.0891, top5_acc: 0.2297, loss_cls: 4.7725, loss: 4.7725, grad_norm: 1.2415 2020-07-23 18:55:34,824 - mmaction - INFO - Epoch [2][2580/3757] lr: 1.000e-01, eta: 9 days, 6:17:06, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.0789, top5_acc: 0.2172, loss_cls: 4.8102, loss: 4.8102, grad_norm: 1.2373 2020-07-23 18:55:50,579 - mmaction - INFO - Epoch [2][2600/3757] lr: 1.000e-01, eta: 9 days, 6:14:21, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.0938, top5_acc: 0.2414, loss_cls: 4.6891, loss: 4.6891, grad_norm: 1.2796 2020-07-23 18:56:06,287 - mmaction - INFO - Epoch [2][2620/3757] lr: 1.000e-01, eta: 9 days, 6:11:28, time: 0.785, data_time: 0.003, memory: 6201, top1_acc: 0.1023, top5_acc: 0.2469, loss_cls: 4.7240, loss: 4.7240, grad_norm: 1.2784 2020-07-23 18:56:22,094 - mmaction - INFO - Epoch [2][2640/3757] lr: 1.000e-01, eta: 9 days, 6:08:51, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0930, top5_acc: 0.2383, loss_cls: 4.6940, loss: 4.6940, grad_norm: 1.3321 2020-07-23 18:56:37,843 - mmaction - INFO - Epoch [2][2660/3757] lr: 1.000e-01, eta: 9 days, 6:06:07, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0914, top5_acc: 0.2461, loss_cls: 4.7148, loss: 4.7148, grad_norm: 1.2625 2020-07-23 18:56:53,583 - mmaction - INFO - Epoch [2][2680/3757] lr: 1.000e-01, eta: 9 days, 6:03:22, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0820, top5_acc: 0.2289, loss_cls: 4.7381, loss: 4.7381, grad_norm: 1.2898 2020-07-23 18:57:09,336 - mmaction - INFO - Epoch [2][2700/3757] lr: 1.000e-01, eta: 9 days, 6:00:39, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0898, top5_acc: 0.2523, loss_cls: 4.6724, loss: 4.6724, grad_norm: 1.2909 2020-07-23 18:57:25,060 - mmaction - INFO - Epoch [2][2720/3757] lr: 1.000e-01, eta: 9 days, 5:57:54, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.0938, top5_acc: 0.2641, loss_cls: 4.6421, loss: 4.6421, grad_norm: 1.3286 2020-07-23 18:57:40,843 - mmaction - INFO - Epoch [2][2740/3757] lr: 1.000e-01, eta: 9 days, 5:55:16, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0977, top5_acc: 0.2250, loss_cls: 4.7197, loss: 4.7197, grad_norm: 1.3056 2020-07-23 18:57:56,619 - mmaction - INFO - Epoch [2][2760/3757] lr: 1.000e-01, eta: 9 days, 5:52:42, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0820, top5_acc: 0.2531, loss_cls: 4.6801, loss: 4.6801, grad_norm: 1.3202 2020-07-23 18:58:12,350 - mmaction - INFO - Epoch [2][2780/3757] lr: 1.000e-01, eta: 9 days, 5:50:00, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.0852, top5_acc: 0.2219, loss_cls: 4.7930, loss: 4.7930, grad_norm: 1.2815 2020-07-23 18:58:28,132 - mmaction - INFO - Epoch [2][2800/3757] lr: 1.000e-01, eta: 9 days, 5:47:25, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0969, top5_acc: 0.2398, loss_cls: 4.6996, loss: 4.6996, grad_norm: 1.3127 2020-07-23 18:58:43,969 - mmaction - INFO - Epoch [2][2820/3757] lr: 1.000e-01, eta: 9 days, 5:45:03, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.0805, top5_acc: 0.2219, loss_cls: 4.7334, loss: 4.7334, grad_norm: 1.3013 2020-07-23 18:59:00,290 - mmaction - INFO - Epoch [2][2840/3757] lr: 1.000e-01, eta: 9 days, 5:43:48, time: 0.816, data_time: 0.011, memory: 6201, top1_acc: 0.1023, top5_acc: 0.2594, loss_cls: 4.6367, loss: 4.6367, grad_norm: 1.3084 2020-07-23 18:59:16,798 - mmaction - INFO - Epoch [2][2860/3757] lr: 1.000e-01, eta: 9 days, 5:43:02, time: 0.825, data_time: 0.014, memory: 6201, top1_acc: 0.0938, top5_acc: 0.2539, loss_cls: 4.7366, loss: 4.7366, grad_norm: 1.3411 2020-07-23 18:59:32,966 - mmaction - INFO - Epoch [2][2880/3757] lr: 1.000e-01, eta: 9 days, 5:41:27, time: 0.808, data_time: 0.003, memory: 6201, top1_acc: 0.0813, top5_acc: 0.2477, loss_cls: 4.6673, loss: 4.6673, grad_norm: 1.2933 2020-07-23 18:59:48,796 - mmaction - INFO - Epoch [2][2900/3757] lr: 1.000e-01, eta: 9 days, 5:39:04, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.0883, top5_acc: 0.2562, loss_cls: 4.6647, loss: 4.6647, grad_norm: 1.3164 2020-07-23 19:00:10,522 - mmaction - INFO - Epoch [2][2920/3757] lr: 1.000e-01, eta: 9 days, 5:50:37, time: 1.084, data_time: 0.011, memory: 6201, top1_acc: 0.0922, top5_acc: 0.2617, loss_cls: 4.6655, loss: 4.6655, grad_norm: 1.3759 2020-07-23 19:00:26,287 - mmaction - INFO - Epoch [2][2940/3757] lr: 1.000e-01, eta: 9 days, 5:48:12, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.0969, top5_acc: 0.2617, loss_cls: 4.6806, loss: 4.6806, grad_norm: 1.3263 2020-07-23 19:00:42,064 - mmaction - INFO - Epoch [2][2960/3757] lr: 1.000e-01, eta: 9 days, 5:45:40, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0961, top5_acc: 0.2523, loss_cls: 4.6996, loss: 4.6996, grad_norm: 1.3389 2020-07-23 19:00:57,781 - mmaction - INFO - Epoch [2][2980/3757] lr: 1.000e-01, eta: 9 days, 5:43:02, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.0805, top5_acc: 0.2359, loss_cls: 4.7342, loss: 4.7342, grad_norm: 1.2785 2020-07-23 19:01:13,632 - mmaction - INFO - Epoch [2][3000/3757] lr: 1.000e-01, eta: 9 days, 5:40:43, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.0883, top5_acc: 0.2391, loss_cls: 4.7273, loss: 4.7273, grad_norm: 1.3126 2020-07-23 19:01:29,345 - mmaction - INFO - Epoch [2][3020/3757] lr: 1.000e-01, eta: 9 days, 5:38:04, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.1016, top5_acc: 0.2586, loss_cls: 4.6773, loss: 4.6773, grad_norm: 1.3165 2020-07-23 19:01:45,224 - mmaction - INFO - Epoch [2][3040/3757] lr: 1.000e-01, eta: 9 days, 5:35:50, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.0969, top5_acc: 0.2313, loss_cls: 4.7030, loss: 4.7030, grad_norm: 1.3675 2020-07-23 19:02:01,683 - mmaction - INFO - Epoch [2][3060/3757] lr: 1.000e-01, eta: 9 days, 5:35:01, time: 0.824, data_time: 0.001, memory: 6201, top1_acc: 0.1000, top5_acc: 0.2539, loss_cls: 4.6772, loss: 4.6772, grad_norm: 1.3155 2020-07-23 19:02:17,479 - mmaction - INFO - Epoch [2][3080/3757] lr: 1.000e-01, eta: 9 days, 5:32:35, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0883, top5_acc: 0.2500, loss_cls: 4.6717, loss: 4.6717, grad_norm: 1.2893 2020-07-23 19:02:33,288 - mmaction - INFO - Epoch [2][3100/3757] lr: 1.000e-01, eta: 9 days, 5:30:11, time: 0.790, data_time: 0.001, memory: 6201, top1_acc: 0.0867, top5_acc: 0.2609, loss_cls: 4.6551, loss: 4.6551, grad_norm: 1.2828 2020-07-23 19:02:49,112 - mmaction - INFO - Epoch [2][3120/3757] lr: 1.000e-01, eta: 9 days, 5:27:57, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.0906, top5_acc: 0.2562, loss_cls: 4.6799, loss: 4.6799, grad_norm: 1.2894 2020-07-23 19:03:04,778 - mmaction - INFO - Epoch [2][3140/3757] lr: 1.000e-01, eta: 9 days, 5:25:16, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.1133, top5_acc: 0.2750, loss_cls: 4.5835, loss: 4.5835, grad_norm: 1.3176 2020-07-23 19:03:20,554 - mmaction - INFO - Epoch [2][3160/3757] lr: 1.000e-01, eta: 9 days, 5:22:54, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0922, top5_acc: 0.2531, loss_cls: 4.6319, loss: 4.6319, grad_norm: 1.3580 2020-07-23 19:03:36,316 - mmaction - INFO - Epoch [2][3180/3757] lr: 1.000e-01, eta: 9 days, 5:20:27, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.0914, top5_acc: 0.2844, loss_cls: 4.5732, loss: 4.5732, grad_norm: 1.3134 2020-07-23 19:03:52,183 - mmaction - INFO - Epoch [2][3200/3757] lr: 1.000e-01, eta: 9 days, 5:18:17, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.0906, top5_acc: 0.2742, loss_cls: 4.5814, loss: 4.5814, grad_norm: 1.3117 2020-07-23 19:04:07,860 - mmaction - INFO - Epoch [2][3220/3757] lr: 1.000e-01, eta: 9 days, 5:15:44, time: 0.785, data_time: 0.002, memory: 6201, top1_acc: 0.0984, top5_acc: 0.2664, loss_cls: 4.6400, loss: 4.6400, grad_norm: 1.3535 2020-07-23 19:04:23,656 - mmaction - INFO - Epoch [2][3240/3757] lr: 1.000e-01, eta: 9 days, 5:13:26, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0922, top5_acc: 0.2484, loss_cls: 4.6673, loss: 4.6673, grad_norm: 1.3247 2020-07-23 19:04:39,401 - mmaction - INFO - Epoch [2][3260/3757] lr: 1.000e-01, eta: 9 days, 5:11:02, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1055, top5_acc: 0.2687, loss_cls: 4.6084, loss: 4.6084, grad_norm: 1.3392 2020-07-23 19:04:55,149 - mmaction - INFO - Epoch [2][3280/3757] lr: 1.000e-01, eta: 9 days, 5:08:39, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.0891, top5_acc: 0.2328, loss_cls: 4.6686, loss: 4.6686, grad_norm: 1.2935 2020-07-23 19:05:10,926 - mmaction - INFO - Epoch [2][3300/3757] lr: 1.000e-01, eta: 9 days, 5:06:19, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1055, top5_acc: 0.2617, loss_cls: 4.7106, loss: 4.7106, grad_norm: 1.3110 2020-07-23 19:05:26,675 - mmaction - INFO - Epoch [2][3320/3757] lr: 1.000e-01, eta: 9 days, 5:03:58, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0961, top5_acc: 0.2422, loss_cls: 4.7019, loss: 4.7019, grad_norm: 1.2913 2020-07-23 19:05:42,403 - mmaction - INFO - Epoch [2][3340/3757] lr: 1.000e-01, eta: 9 days, 5:01:35, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1008, top5_acc: 0.2500, loss_cls: 4.6692, loss: 4.6692, grad_norm: 1.3260 2020-07-23 19:05:58,136 - mmaction - INFO - Epoch [2][3360/3757] lr: 1.000e-01, eta: 9 days, 4:59:13, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0938, top5_acc: 0.2594, loss_cls: 4.6374, loss: 4.6374, grad_norm: 1.2954 2020-07-23 19:06:13,905 - mmaction - INFO - Epoch [2][3380/3757] lr: 1.000e-01, eta: 9 days, 4:56:56, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1031, top5_acc: 0.2773, loss_cls: 4.5791, loss: 4.5791, grad_norm: 1.3525 2020-07-23 19:06:29,708 - mmaction - INFO - Epoch [2][3400/3757] lr: 1.000e-01, eta: 9 days, 4:54:42, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0883, top5_acc: 0.2617, loss_cls: 4.6235, loss: 4.6235, grad_norm: 1.3067 2020-07-23 19:06:45,565 - mmaction - INFO - Epoch [2][3420/3757] lr: 1.000e-01, eta: 9 days, 4:52:41, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.0914, top5_acc: 0.2586, loss_cls: 4.6221, loss: 4.6221, grad_norm: 1.3216 2020-07-23 19:07:01,336 - mmaction - INFO - Epoch [2][3440/3757] lr: 1.000e-01, eta: 9 days, 4:50:26, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0969, top5_acc: 0.2461, loss_cls: 4.6648, loss: 4.6648, grad_norm: 1.3371 2020-07-23 19:07:17,092 - mmaction - INFO - Epoch [2][3460/3757] lr: 1.000e-01, eta: 9 days, 4:48:11, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0938, top5_acc: 0.2437, loss_cls: 4.6521, loss: 4.6521, grad_norm: 1.3416 2020-07-23 19:07:32,861 - mmaction - INFO - Epoch [2][3480/3757] lr: 1.000e-01, eta: 9 days, 4:45:55, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0969, top5_acc: 0.2422, loss_cls: 4.6661, loss: 4.6661, grad_norm: 1.3481 2020-07-23 19:07:48,700 - mmaction - INFO - Epoch [2][3500/3757] lr: 1.000e-01, eta: 9 days, 4:43:51, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.0922, top5_acc: 0.2641, loss_cls: 4.6374, loss: 4.6374, grad_norm: 1.3294 2020-07-23 19:08:04,477 - mmaction - INFO - Epoch [2][3520/3757] lr: 1.000e-01, eta: 9 days, 4:41:43, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.0969, top5_acc: 0.2664, loss_cls: 4.6350, loss: 4.6350, grad_norm: 1.3331 2020-07-23 19:08:20,247 - mmaction - INFO - Epoch [2][3540/3757] lr: 1.000e-01, eta: 9 days, 4:39:30, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0914, top5_acc: 0.2656, loss_cls: 4.6526, loss: 4.6526, grad_norm: 1.3402 2020-07-23 19:08:36,007 - mmaction - INFO - Epoch [2][3560/3757] lr: 1.000e-01, eta: 9 days, 4:37:18, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.0898, top5_acc: 0.2672, loss_cls: 4.6613, loss: 4.6613, grad_norm: 1.3125 2020-07-23 19:08:51,862 - mmaction - INFO - Epoch [2][3580/3757] lr: 1.000e-01, eta: 9 days, 4:35:18, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.0867, top5_acc: 0.2383, loss_cls: 4.6470, loss: 4.6470, grad_norm: 1.3174 2020-07-23 19:09:07,613 - mmaction - INFO - Epoch [2][3600/3757] lr: 1.000e-01, eta: 9 days, 4:33:08, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1039, top5_acc: 0.2695, loss_cls: 4.5585, loss: 4.5585, grad_norm: 1.2926 2020-07-23 19:09:23,387 - mmaction - INFO - Epoch [2][3620/3757] lr: 1.000e-01, eta: 9 days, 4:30:59, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0914, top5_acc: 0.2469, loss_cls: 4.6748, loss: 4.6748, grad_norm: 1.3417 2020-07-23 19:09:39,179 - mmaction - INFO - Epoch [2][3640/3757] lr: 1.000e-01, eta: 9 days, 4:28:54, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.0930, top5_acc: 0.2562, loss_cls: 4.6058, loss: 4.6058, grad_norm: 1.3204 2020-07-23 19:09:54,939 - mmaction - INFO - Epoch [2][3660/3757] lr: 1.000e-01, eta: 9 days, 4:26:45, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.0859, top5_acc: 0.2414, loss_cls: 4.6608, loss: 4.6608, grad_norm: 1.3282 2020-07-23 19:10:10,689 - mmaction - INFO - Epoch [2][3680/3757] lr: 1.000e-01, eta: 9 days, 4:24:35, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0797, top5_acc: 0.2437, loss_cls: 4.6967, loss: 4.6967, grad_norm: 1.3009 2020-07-23 19:10:26,452 - mmaction - INFO - Epoch [2][3700/3757] lr: 1.000e-01, eta: 9 days, 4:22:28, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0984, top5_acc: 0.2703, loss_cls: 4.5942, loss: 4.5942, grad_norm: 1.2904 2020-07-23 19:10:42,234 - mmaction - INFO - Epoch [2][3720/3757] lr: 1.000e-01, eta: 9 days, 4:20:23, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1062, top5_acc: 0.2648, loss_cls: 4.5742, loss: 4.5742, grad_norm: 1.3453 2020-07-23 19:10:57,989 - mmaction - INFO - Epoch [2][3740/3757] lr: 1.000e-01, eta: 9 days, 4:18:16, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.0953, top5_acc: 0.2695, loss_cls: 4.6110, loss: 4.6110, grad_norm: 1.3237 2020-07-23 19:14:11,431 - mmaction - INFO - Epoch [3][20/3757] lr: 9.998e-02, eta: 9 days, 9:17:32, time: 8.638, data_time: 7.761, memory: 6201, top1_acc: 0.0891, top5_acc: 0.2531, loss_cls: 4.6238, loss: 4.6238, grad_norm: 1.3325 2020-07-23 19:14:27,228 - mmaction - INFO - Epoch [3][40/3757] lr: 9.998e-02, eta: 9 days, 9:14:43, time: 0.790, data_time: 0.001, memory: 6201, top1_acc: 0.0930, top5_acc: 0.2734, loss_cls: 4.6026, loss: 4.6026, grad_norm: 1.3221 2020-07-23 19:14:43,230 - mmaction - INFO - Epoch [3][60/3757] lr: 9.998e-02, eta: 9 days, 9:12:21, time: 0.800, data_time: 0.001, memory: 6201, top1_acc: 0.1141, top5_acc: 0.2758, loss_cls: 4.5874, loss: 4.5874, grad_norm: 1.3562 2020-07-23 19:14:59,524 - mmaction - INFO - Epoch [3][80/3757] lr: 9.998e-02, eta: 9 days, 9:10:33, time: 0.813, data_time: 0.003, memory: 6201, top1_acc: 0.0961, top5_acc: 0.2727, loss_cls: 4.5407, loss: 4.5407, grad_norm: 1.3569 2020-07-23 19:15:15,307 - mmaction - INFO - Epoch [3][100/3757] lr: 9.998e-02, eta: 9 days, 9:07:47, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1008, top5_acc: 0.2625, loss_cls: 4.6263, loss: 4.6263, grad_norm: 1.3451 2020-07-23 19:15:31,091 - mmaction - INFO - Epoch [3][120/3757] lr: 9.998e-02, eta: 9 days, 9:05:00, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1070, top5_acc: 0.2875, loss_cls: 4.5583, loss: 4.5583, grad_norm: 1.3640 2020-07-23 19:15:46,864 - mmaction - INFO - Epoch [3][140/3757] lr: 9.998e-02, eta: 9 days, 9:02:12, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0961, top5_acc: 0.2711, loss_cls: 4.5341, loss: 4.5341, grad_norm: 1.3539 2020-07-23 19:16:02,613 - mmaction - INFO - Epoch [3][160/3757] lr: 9.998e-02, eta: 9 days, 8:59:22, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0953, top5_acc: 0.2656, loss_cls: 4.5424, loss: 4.5424, grad_norm: 1.3744 2020-07-23 19:16:18,384 - mmaction - INFO - Epoch [3][180/3757] lr: 9.998e-02, eta: 9 days, 8:56:34, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1164, top5_acc: 0.2844, loss_cls: 4.5077, loss: 4.5077, grad_norm: 1.3569 2020-07-23 19:16:38,067 - mmaction - INFO - Epoch [3][200/3757] lr: 9.998e-02, eta: 9 days, 9:01:53, time: 0.984, data_time: 0.003, memory: 6201, top1_acc: 0.0906, top5_acc: 0.2445, loss_cls: 4.6453, loss: 4.6453, grad_norm: 1.3738 2020-07-23 19:16:53,867 - mmaction - INFO - Epoch [3][220/3757] lr: 9.998e-02, eta: 9 days, 8:59:08, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1078, top5_acc: 0.2859, loss_cls: 4.5500, loss: 4.5500, grad_norm: 1.3859 2020-07-23 19:17:09,607 - mmaction - INFO - Epoch [3][240/3757] lr: 9.998e-02, eta: 9 days, 8:56:20, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1047, top5_acc: 0.2703, loss_cls: 4.5451, loss: 4.5451, grad_norm: 1.3849 2020-07-23 19:17:25,392 - mmaction - INFO - Epoch [3][260/3757] lr: 9.998e-02, eta: 9 days, 8:53:38, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1195, top5_acc: 0.2758, loss_cls: 4.5597, loss: 4.5597, grad_norm: 1.3529 2020-07-23 19:17:41,240 - mmaction - INFO - Epoch [3][280/3757] lr: 9.998e-02, eta: 9 days, 8:51:01, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1109, top5_acc: 0.2758, loss_cls: 4.5475, loss: 4.5475, grad_norm: 1.3674 2020-07-23 19:17:57,052 - mmaction - INFO - Epoch [3][300/3757] lr: 9.998e-02, eta: 9 days, 8:48:24, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1055, top5_acc: 0.2852, loss_cls: 4.5574, loss: 4.5574, grad_norm: 1.3530 2020-07-23 19:18:12,824 - mmaction - INFO - Epoch [3][320/3757] lr: 9.998e-02, eta: 9 days, 8:45:41, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1148, top5_acc: 0.2781, loss_cls: 4.4782, loss: 4.4782, grad_norm: 1.3738 2020-07-23 19:18:28,582 - mmaction - INFO - Epoch [3][340/3757] lr: 9.998e-02, eta: 9 days, 8:42:58, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1102, top5_acc: 0.2695, loss_cls: 4.5022, loss: 4.5022, grad_norm: 1.4136 2020-07-23 19:18:44,420 - mmaction - INFO - Epoch [3][360/3757] lr: 9.998e-02, eta: 9 days, 8:40:25, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1008, top5_acc: 0.2695, loss_cls: 4.5780, loss: 4.5780, grad_norm: 1.4152 2020-07-23 19:19:00,818 - mmaction - INFO - Epoch [3][380/3757] lr: 9.998e-02, eta: 9 days, 8:39:01, time: 0.820, data_time: 0.004, memory: 6201, top1_acc: 0.0906, top5_acc: 0.2750, loss_cls: 4.5696, loss: 4.5696, grad_norm: 1.3840 2020-07-23 19:19:16,600 - mmaction - INFO - Epoch [3][400/3757] lr: 9.998e-02, eta: 9 days, 8:36:22, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.1078, top5_acc: 0.2883, loss_cls: 4.4818, loss: 4.4818, grad_norm: 1.3887 2020-07-23 19:19:32,415 - mmaction - INFO - Epoch [3][420/3757] lr: 9.998e-02, eta: 9 days, 8:33:48, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1078, top5_acc: 0.2711, loss_cls: 4.5659, loss: 4.5659, grad_norm: 1.4126 2020-07-23 19:19:48,208 - mmaction - INFO - Epoch [3][440/3757] lr: 9.998e-02, eta: 9 days, 8:31:12, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0953, top5_acc: 0.2539, loss_cls: 4.6442, loss: 4.6442, grad_norm: 1.3805 2020-07-23 19:20:04,031 - mmaction - INFO - Epoch [3][460/3757] lr: 9.998e-02, eta: 9 days, 8:28:41, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1070, top5_acc: 0.2898, loss_cls: 4.4837, loss: 4.4837, grad_norm: 1.3809 2020-07-23 19:20:19,743 - mmaction - INFO - Epoch [3][480/3757] lr: 9.998e-02, eta: 9 days, 8:25:57, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.0992, top5_acc: 0.2805, loss_cls: 4.5407, loss: 4.5407, grad_norm: 1.4020 2020-07-23 19:20:35,458 - mmaction - INFO - Epoch [3][500/3757] lr: 9.998e-02, eta: 9 days, 8:23:13, time: 0.785, data_time: 0.003, memory: 6201, top1_acc: 0.1047, top5_acc: 0.2906, loss_cls: 4.5494, loss: 4.5494, grad_norm: 1.3436 2020-07-23 19:20:51,203 - mmaction - INFO - Epoch [3][520/3757] lr: 9.998e-02, eta: 9 days, 8:20:35, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.0953, top5_acc: 0.2820, loss_cls: 4.4951, loss: 4.4951, grad_norm: 1.3872 2020-07-23 19:21:06,945 - mmaction - INFO - Epoch [3][540/3757] lr: 9.998e-02, eta: 9 days, 8:17:57, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0992, top5_acc: 0.2812, loss_cls: 4.4992, loss: 4.4992, grad_norm: 1.3807 2020-07-23 19:21:22,716 - mmaction - INFO - Epoch [3][560/3757] lr: 9.998e-02, eta: 9 days, 8:15:23, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1062, top5_acc: 0.2703, loss_cls: 4.5815, loss: 4.5815, grad_norm: 1.3880 2020-07-23 19:21:38,525 - mmaction - INFO - Epoch [3][580/3757] lr: 9.998e-02, eta: 9 days, 8:12:53, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1148, top5_acc: 0.2836, loss_cls: 4.4968, loss: 4.4968, grad_norm: 1.3362 2020-07-23 19:21:54,311 - mmaction - INFO - Epoch [3][600/3757] lr: 9.998e-02, eta: 9 days, 8:10:22, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1172, top5_acc: 0.2773, loss_cls: 4.5629, loss: 4.5629, grad_norm: 1.3801 2020-07-23 19:22:09,982 - mmaction - INFO - Epoch [3][620/3757] lr: 9.998e-02, eta: 9 days, 8:07:39, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.1172, top5_acc: 0.2766, loss_cls: 4.5105, loss: 4.5105, grad_norm: 1.3808 2020-07-23 19:22:25,746 - mmaction - INFO - Epoch [3][640/3757] lr: 9.998e-02, eta: 9 days, 8:05:06, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1227, top5_acc: 0.3148, loss_cls: 4.4396, loss: 4.4396, grad_norm: 1.3959 2020-07-23 19:22:41,435 - mmaction - INFO - Epoch [3][660/3757] lr: 9.998e-02, eta: 9 days, 8:02:26, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.0938, top5_acc: 0.2734, loss_cls: 4.5192, loss: 4.5192, grad_norm: 1.4027 2020-07-23 19:22:57,181 - mmaction - INFO - Epoch [3][680/3757] lr: 9.998e-02, eta: 9 days, 7:59:53, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1016, top5_acc: 0.2617, loss_cls: 4.5415, loss: 4.5415, grad_norm: 1.4159 2020-07-23 19:23:12,868 - mmaction - INFO - Epoch [3][700/3757] lr: 9.998e-02, eta: 9 days, 7:57:12, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.1266, top5_acc: 0.3047, loss_cls: 4.4388, loss: 4.4388, grad_norm: 1.4351 2020-07-23 19:23:28,642 - mmaction - INFO - Epoch [3][720/3757] lr: 9.998e-02, eta: 9 days, 7:54:44, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1078, top5_acc: 0.2805, loss_cls: 4.5866, loss: 4.5866, grad_norm: 1.3612 2020-07-23 19:23:44,367 - mmaction - INFO - Epoch [3][740/3757] lr: 9.998e-02, eta: 9 days, 7:52:12, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.0992, top5_acc: 0.2664, loss_cls: 4.6242, loss: 4.6242, grad_norm: 1.3356 2020-07-23 19:24:00,105 - mmaction - INFO - Epoch [3][760/3757] lr: 9.998e-02, eta: 9 days, 7:49:40, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.1023, top5_acc: 0.2711, loss_cls: 4.5443, loss: 4.5443, grad_norm: 1.3444 2020-07-23 19:24:15,903 - mmaction - INFO - Epoch [3][780/3757] lr: 9.998e-02, eta: 9 days, 7:47:15, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.1141, top5_acc: 0.2812, loss_cls: 4.5014, loss: 4.5014, grad_norm: 1.3671 2020-07-23 19:24:31,608 - mmaction - INFO - Epoch [3][800/3757] lr: 9.998e-02, eta: 9 days, 7:44:42, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.1141, top5_acc: 0.2898, loss_cls: 4.5312, loss: 4.5312, grad_norm: 1.4036 2020-07-23 19:24:47,476 - mmaction - INFO - Epoch [3][820/3757] lr: 9.998e-02, eta: 9 days, 7:42:28, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.1039, top5_acc: 0.2727, loss_cls: 4.5583, loss: 4.5583, grad_norm: 1.3735 2020-07-23 19:25:03,199 - mmaction - INFO - Epoch [3][840/3757] lr: 9.998e-02, eta: 9 days, 7:39:58, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.1211, top5_acc: 0.2883, loss_cls: 4.4972, loss: 4.4972, grad_norm: 1.3818 2020-07-23 19:25:18,936 - mmaction - INFO - Epoch [3][860/3757] lr: 9.998e-02, eta: 9 days, 7:37:30, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.0945, top5_acc: 0.2641, loss_cls: 4.5579, loss: 4.5579, grad_norm: 1.3768 2020-07-23 19:25:34,792 - mmaction - INFO - Epoch [3][880/3757] lr: 9.998e-02, eta: 9 days, 7:35:14, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1031, top5_acc: 0.2680, loss_cls: 4.5063, loss: 4.5063, grad_norm: 1.3699 2020-07-23 19:25:50,673 - mmaction - INFO - Epoch [3][900/3757] lr: 9.998e-02, eta: 9 days, 7:33:03, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.1109, top5_acc: 0.2844, loss_cls: 4.5306, loss: 4.5306, grad_norm: 1.4546 2020-07-23 19:26:06,496 - mmaction - INFO - Epoch [3][920/3757] lr: 9.998e-02, eta: 9 days, 7:30:47, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.1008, top5_acc: 0.2789, loss_cls: 4.5592, loss: 4.5592, grad_norm: 1.3624 2020-07-23 19:26:22,266 - mmaction - INFO - Epoch [3][940/3757] lr: 9.998e-02, eta: 9 days, 7:28:24, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1047, top5_acc: 0.2859, loss_cls: 4.4719, loss: 4.4719, grad_norm: 1.3760 2020-07-23 19:26:38,005 - mmaction - INFO - Epoch [3][960/3757] lr: 9.998e-02, eta: 9 days, 7:26:01, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1047, top5_acc: 0.2961, loss_cls: 4.4946, loss: 4.4946, grad_norm: 1.3809 2020-07-23 19:26:53,861 - mmaction - INFO - Epoch [3][980/3757] lr: 9.998e-02, eta: 9 days, 7:23:50, time: 0.793, data_time: 0.002, memory: 6201, top1_acc: 0.1258, top5_acc: 0.3047, loss_cls: 4.5054, loss: 4.5054, grad_norm: 1.4093 2020-07-23 19:27:09,682 - mmaction - INFO - Epoch [3][1000/3757] lr: 9.998e-02, eta: 9 days, 7:21:33, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1148, top5_acc: 0.3039, loss_cls: 4.4818, loss: 4.4818, grad_norm: 1.3635 2020-07-23 19:27:25,428 - mmaction - INFO - Epoch [3][1020/3757] lr: 9.998e-02, eta: 9 days, 7:19:12, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1086, top5_acc: 0.2859, loss_cls: 4.4772, loss: 4.4772, grad_norm: 1.4107 2020-07-23 19:27:41,231 - mmaction - INFO - Epoch [3][1040/3757] lr: 9.998e-02, eta: 9 days, 7:16:55, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.0984, top5_acc: 0.2805, loss_cls: 4.5692, loss: 4.5692, grad_norm: 1.3568 2020-07-23 19:27:56,992 - mmaction - INFO - Epoch [3][1060/3757] lr: 9.998e-02, eta: 9 days, 7:14:38, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1109, top5_acc: 0.2859, loss_cls: 4.4582, loss: 4.4582, grad_norm: 1.4112 2020-07-23 19:28:12,768 - mmaction - INFO - Epoch [3][1080/3757] lr: 9.998e-02, eta: 9 days, 7:12:20, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1094, top5_acc: 0.2797, loss_cls: 4.4852, loss: 4.4852, grad_norm: 1.4154 2020-07-23 19:28:28,563 - mmaction - INFO - Epoch [3][1100/3757] lr: 9.998e-02, eta: 9 days, 7:10:04, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1273, top5_acc: 0.2961, loss_cls: 4.4734, loss: 4.4734, grad_norm: 1.4106 2020-07-23 19:28:44,324 - mmaction - INFO - Epoch [3][1120/3757] lr: 9.998e-02, eta: 9 days, 7:07:46, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1117, top5_acc: 0.2984, loss_cls: 4.4819, loss: 4.4819, grad_norm: 1.4404 2020-07-23 19:29:00,072 - mmaction - INFO - Epoch [3][1140/3757] lr: 9.998e-02, eta: 9 days, 7:05:28, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1008, top5_acc: 0.2914, loss_cls: 4.4872, loss: 4.4872, grad_norm: 1.4297 2020-07-23 19:29:15,848 - mmaction - INFO - Epoch [3][1160/3757] lr: 9.998e-02, eta: 9 days, 7:03:13, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1211, top5_acc: 0.3117, loss_cls: 4.4618, loss: 4.4618, grad_norm: 1.4452 2020-07-23 19:29:31,635 - mmaction - INFO - Epoch [3][1180/3757] lr: 9.998e-02, eta: 9 days, 7:01:00, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1047, top5_acc: 0.2750, loss_cls: 4.5500, loss: 4.5500, grad_norm: 1.3946 2020-07-23 19:29:47,425 - mmaction - INFO - Epoch [3][1200/3757] lr: 9.998e-02, eta: 9 days, 6:58:48, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1117, top5_acc: 0.2820, loss_cls: 4.4497, loss: 4.4497, grad_norm: 1.3972 2020-07-23 19:30:03,259 - mmaction - INFO - Epoch [3][1220/3757] lr: 9.998e-02, eta: 9 days, 6:56:38, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1102, top5_acc: 0.2930, loss_cls: 4.5245, loss: 4.5245, grad_norm: 1.4201 2020-07-23 19:30:18,917 - mmaction - INFO - Epoch [3][1240/3757] lr: 9.998e-02, eta: 9 days, 6:54:15, time: 0.784, data_time: 0.002, memory: 6201, top1_acc: 0.1156, top5_acc: 0.2852, loss_cls: 4.4962, loss: 4.4962, grad_norm: 1.4138 2020-07-23 19:30:34,693 - mmaction - INFO - Epoch [3][1260/3757] lr: 9.998e-02, eta: 9 days, 6:52:01, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1102, top5_acc: 0.2859, loss_cls: 4.4549, loss: 4.4549, grad_norm: 1.3902 2020-07-23 19:30:50,483 - mmaction - INFO - Epoch [3][1280/3757] lr: 9.998e-02, eta: 9 days, 6:49:52, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1094, top5_acc: 0.2789, loss_cls: 4.5036, loss: 4.5036, grad_norm: 1.4018 2020-07-23 19:31:06,256 - mmaction - INFO - Epoch [3][1300/3757] lr: 9.998e-02, eta: 9 days, 6:47:39, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1070, top5_acc: 0.2648, loss_cls: 4.5195, loss: 4.5195, grad_norm: 1.3932 2020-07-23 19:31:21,996 - mmaction - INFO - Epoch [3][1320/3757] lr: 9.998e-02, eta: 9 days, 6:45:25, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.1156, top5_acc: 0.2930, loss_cls: 4.4468, loss: 4.4468, grad_norm: 1.3975 2020-07-23 19:31:37,799 - mmaction - INFO - Epoch [3][1340/3757] lr: 9.998e-02, eta: 9 days, 6:43:16, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1047, top5_acc: 0.2828, loss_cls: 4.4833, loss: 4.4833, grad_norm: 1.4549 2020-07-23 19:31:53,564 - mmaction - INFO - Epoch [3][1360/3757] lr: 9.998e-02, eta: 9 days, 6:41:06, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1164, top5_acc: 0.2852, loss_cls: 4.4303, loss: 4.4303, grad_norm: 1.4274 2020-07-23 19:32:09,336 - mmaction - INFO - Epoch [3][1380/3757] lr: 9.998e-02, eta: 9 days, 6:38:56, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1148, top5_acc: 0.3094, loss_cls: 4.4502, loss: 4.4502, grad_norm: 1.4271 2020-07-23 19:32:25,067 - mmaction - INFO - Epoch [3][1400/3757] lr: 9.998e-02, eta: 9 days, 6:36:44, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1117, top5_acc: 0.2820, loss_cls: 4.4684, loss: 4.4684, grad_norm: 1.4068 2020-07-23 19:32:40,873 - mmaction - INFO - Epoch [3][1420/3757] lr: 9.998e-02, eta: 9 days, 6:34:39, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1195, top5_acc: 0.2781, loss_cls: 4.4877, loss: 4.4877, grad_norm: 1.3913 2020-07-23 19:32:56,644 - mmaction - INFO - Epoch [3][1440/3757] lr: 9.998e-02, eta: 9 days, 6:32:30, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1203, top5_acc: 0.2953, loss_cls: 4.5039, loss: 4.5039, grad_norm: 1.3908 2020-07-23 19:33:12,453 - mmaction - INFO - Epoch [3][1460/3757] lr: 9.998e-02, eta: 9 days, 6:30:26, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.1266, top5_acc: 0.3070, loss_cls: 4.4009, loss: 4.4009, grad_norm: 1.3971 2020-07-23 19:33:28,234 - mmaction - INFO - Epoch [3][1480/3757] lr: 9.998e-02, eta: 9 days, 6:28:21, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1195, top5_acc: 0.3102, loss_cls: 4.3965, loss: 4.3965, grad_norm: 1.4200 2020-07-23 19:33:43,998 - mmaction - INFO - Epoch [3][1500/3757] lr: 9.998e-02, eta: 9 days, 6:26:13, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.1172, top5_acc: 0.3016, loss_cls: 4.4267, loss: 4.4267, grad_norm: 1.4547 2020-07-23 19:33:59,818 - mmaction - INFO - Epoch [3][1520/3757] lr: 9.998e-02, eta: 9 days, 6:24:10, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1250, top5_acc: 0.2906, loss_cls: 4.4890, loss: 4.4890, grad_norm: 1.4276 2020-07-23 19:34:15,555 - mmaction - INFO - Epoch [3][1540/3757] lr: 9.998e-02, eta: 9 days, 6:22:02, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1219, top5_acc: 0.2898, loss_cls: 4.4413, loss: 4.4413, grad_norm: 1.4646 2020-07-23 19:34:31,418 - mmaction - INFO - Epoch [3][1560/3757] lr: 9.998e-02, eta: 9 days, 6:20:05, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1219, top5_acc: 0.2875, loss_cls: 4.5107, loss: 4.5107, grad_norm: 1.4103 2020-07-23 19:34:47,162 - mmaction - INFO - Epoch [3][1580/3757] lr: 9.998e-02, eta: 9 days, 6:17:59, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1133, top5_acc: 0.3172, loss_cls: 4.3977, loss: 4.3977, grad_norm: 1.4408 2020-07-23 19:35:03,034 - mmaction - INFO - Epoch [3][1600/3757] lr: 9.998e-02, eta: 9 days, 6:16:05, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.1117, top5_acc: 0.2711, loss_cls: 4.5257, loss: 4.5257, grad_norm: 1.4358 2020-07-23 19:35:18,775 - mmaction - INFO - Epoch [3][1620/3757] lr: 9.998e-02, eta: 9 days, 6:13:53, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.1016, top5_acc: 0.2938, loss_cls: 4.4340, loss: 4.4340, grad_norm: 1.4328 2020-07-23 19:35:34,574 - mmaction - INFO - Epoch [3][1640/3757] lr: 9.998e-02, eta: 9 days, 6:11:56, time: 0.792, data_time: 0.005, memory: 6201, top1_acc: 0.1195, top5_acc: 0.3156, loss_cls: 4.4006, loss: 4.4006, grad_norm: 1.4212 2020-07-23 19:35:50,346 - mmaction - INFO - Epoch [3][1660/3757] lr: 9.998e-02, eta: 9 days, 6:09:54, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1109, top5_acc: 0.2984, loss_cls: 4.3955, loss: 4.3955, grad_norm: 1.4393 2020-07-23 19:36:06,107 - mmaction - INFO - Epoch [3][1680/3757] lr: 9.998e-02, eta: 9 days, 6:07:49, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1070, top5_acc: 0.2898, loss_cls: 4.5336, loss: 4.5336, grad_norm: 1.4356 2020-07-23 19:36:21,904 - mmaction - INFO - Epoch [3][1700/3757] lr: 9.998e-02, eta: 9 days, 6:05:50, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1266, top5_acc: 0.3078, loss_cls: 4.4294, loss: 4.4294, grad_norm: 1.4390 2020-07-23 19:36:37,673 - mmaction - INFO - Epoch [3][1720/3757] lr: 9.998e-02, eta: 9 days, 6:03:48, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1156, top5_acc: 0.3000, loss_cls: 4.4921, loss: 4.4921, grad_norm: 1.4104 2020-07-23 19:36:53,491 - mmaction - INFO - Epoch [3][1740/3757] lr: 9.998e-02, eta: 9 days, 6:01:51, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1203, top5_acc: 0.2906, loss_cls: 4.4435, loss: 4.4435, grad_norm: 1.3988 2020-07-23 19:37:09,241 - mmaction - INFO - Epoch [3][1760/3757] lr: 9.998e-02, eta: 9 days, 5:59:49, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1172, top5_acc: 0.3102, loss_cls: 4.4151, loss: 4.4151, grad_norm: 1.4460 2020-07-23 19:37:25,028 - mmaction - INFO - Epoch [3][1780/3757] lr: 9.998e-02, eta: 9 days, 5:57:51, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1109, top5_acc: 0.2953, loss_cls: 4.4693, loss: 4.4693, grad_norm: 1.4132 2020-07-23 19:37:40,803 - mmaction - INFO - Epoch [3][1800/3757] lr: 9.998e-02, eta: 9 days, 5:55:51, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1133, top5_acc: 0.3039, loss_cls: 4.4325, loss: 4.4325, grad_norm: 1.4523 2020-07-23 19:37:56,553 - mmaction - INFO - Epoch [3][1820/3757] lr: 9.998e-02, eta: 9 days, 5:53:49, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1055, top5_acc: 0.2797, loss_cls: 4.5351, loss: 4.5351, grad_norm: 1.4170 2020-07-23 19:38:12,304 - mmaction - INFO - Epoch [3][1840/3757] lr: 9.998e-02, eta: 9 days, 5:51:48, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1187, top5_acc: 0.2852, loss_cls: 4.4928, loss: 4.4928, grad_norm: 1.4289 2020-07-23 19:38:28,089 - mmaction - INFO - Epoch [3][1860/3757] lr: 9.998e-02, eta: 9 days, 5:49:52, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1117, top5_acc: 0.2891, loss_cls: 4.4883, loss: 4.4883, grad_norm: 1.3935 2020-07-23 19:38:43,782 - mmaction - INFO - Epoch [3][1880/3757] lr: 9.998e-02, eta: 9 days, 5:47:47, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.1086, top5_acc: 0.2906, loss_cls: 4.4286, loss: 4.4286, grad_norm: 1.4096 2020-07-23 19:38:59,544 - mmaction - INFO - Epoch [3][1900/3757] lr: 9.998e-02, eta: 9 days, 5:45:48, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1102, top5_acc: 0.2945, loss_cls: 4.4932, loss: 4.4932, grad_norm: 1.4213 2020-07-23 19:39:15,316 - mmaction - INFO - Epoch [3][1920/3757] lr: 9.998e-02, eta: 9 days, 5:43:51, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1086, top5_acc: 0.2773, loss_cls: 4.4963, loss: 4.4963, grad_norm: 1.4234 2020-07-23 19:39:31,089 - mmaction - INFO - Epoch [3][1940/3757] lr: 9.998e-02, eta: 9 days, 5:41:54, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1227, top5_acc: 0.3117, loss_cls: 4.4223, loss: 4.4223, grad_norm: 1.4328 2020-07-23 19:39:46,918 - mmaction - INFO - Epoch [3][1960/3757] lr: 9.998e-02, eta: 9 days, 5:40:04, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.1313, top5_acc: 0.3086, loss_cls: 4.4542, loss: 4.4542, grad_norm: 1.4392 2020-07-23 19:40:02,702 - mmaction - INFO - Epoch [3][1980/3757] lr: 9.998e-02, eta: 9 days, 5:38:09, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.1094, top5_acc: 0.2812, loss_cls: 4.4809, loss: 4.4809, grad_norm: 1.4165 2020-07-23 19:40:18,421 - mmaction - INFO - Epoch [3][2000/3757] lr: 9.998e-02, eta: 9 days, 5:36:09, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.1305, top5_acc: 0.3133, loss_cls: 4.4092, loss: 4.4092, grad_norm: 1.3998 2020-07-23 19:40:34,220 - mmaction - INFO - Epoch [3][2020/3757] lr: 9.998e-02, eta: 9 days, 5:34:17, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1133, top5_acc: 0.3078, loss_cls: 4.4599, loss: 4.4599, grad_norm: 1.4431 2020-07-23 19:40:50,006 - mmaction - INFO - Epoch [3][2040/3757] lr: 9.998e-02, eta: 9 days, 5:32:23, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1164, top5_acc: 0.3016, loss_cls: 4.4179, loss: 4.4179, grad_norm: 1.4376 2020-07-23 19:41:05,743 - mmaction - INFO - Epoch [3][2060/3757] lr: 9.998e-02, eta: 9 days, 5:30:26, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1172, top5_acc: 0.3109, loss_cls: 4.4312, loss: 4.4312, grad_norm: 1.4185 2020-07-23 19:41:21,556 - mmaction - INFO - Epoch [3][2080/3757] lr: 9.998e-02, eta: 9 days, 5:28:36, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1133, top5_acc: 0.2930, loss_cls: 4.4477, loss: 4.4477, grad_norm: 1.4211 2020-07-23 19:41:37,293 - mmaction - INFO - Epoch [3][2100/3757] lr: 9.998e-02, eta: 9 days, 5:26:39, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1227, top5_acc: 0.2961, loss_cls: 4.4389, loss: 4.4389, grad_norm: 1.4097 2020-07-23 19:41:53,033 - mmaction - INFO - Epoch [3][2120/3757] lr: 9.998e-02, eta: 9 days, 5:24:43, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1086, top5_acc: 0.3016, loss_cls: 4.4312, loss: 4.4312, grad_norm: 1.4146 2020-07-23 19:42:08,833 - mmaction - INFO - Epoch [3][2140/3757] lr: 9.998e-02, eta: 9 days, 5:22:54, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1242, top5_acc: 0.3195, loss_cls: 4.3553, loss: 4.3553, grad_norm: 1.4283 2020-07-23 19:42:24,689 - mmaction - INFO - Epoch [3][2160/3757] lr: 9.998e-02, eta: 9 days, 5:21:08, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1125, top5_acc: 0.3031, loss_cls: 4.3607, loss: 4.3607, grad_norm: 1.4748 2020-07-23 19:42:40,336 - mmaction - INFO - Epoch [3][2180/3757] lr: 9.998e-02, eta: 9 days, 5:19:06, time: 0.783, data_time: 0.002, memory: 6201, top1_acc: 0.1227, top5_acc: 0.3148, loss_cls: 4.4217, loss: 4.4217, grad_norm: 1.4682 2020-07-23 19:42:56,192 - mmaction - INFO - Epoch [3][2200/3757] lr: 9.998e-02, eta: 9 days, 5:17:19, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1289, top5_acc: 0.3219, loss_cls: 4.3321, loss: 4.3321, grad_norm: 1.4148 2020-07-23 19:43:12,008 - mmaction - INFO - Epoch [3][2220/3757] lr: 9.998e-02, eta: 9 days, 5:15:35, time: 0.792, data_time: 0.005, memory: 6201, top1_acc: 0.1078, top5_acc: 0.2844, loss_cls: 4.5027, loss: 4.5027, grad_norm: 1.4545 2020-07-23 19:43:27,779 - mmaction - INFO - Epoch [3][2240/3757] lr: 9.998e-02, eta: 9 days, 5:13:45, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.1297, top5_acc: 0.3258, loss_cls: 4.3183, loss: 4.3183, grad_norm: 1.4705 2020-07-23 19:43:43,511 - mmaction - INFO - Epoch [3][2260/3757] lr: 9.998e-02, eta: 9 days, 5:11:50, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.1141, top5_acc: 0.2906, loss_cls: 4.4517, loss: 4.4517, grad_norm: 1.4372 2020-07-23 19:43:59,361 - mmaction - INFO - Epoch [3][2280/3757] lr: 9.998e-02, eta: 9 days, 5:10:08, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.1148, top5_acc: 0.2859, loss_cls: 4.4700, loss: 4.4700, grad_norm: 1.4421 2020-07-23 19:44:15,033 - mmaction - INFO - Epoch [3][2300/3757] lr: 9.998e-02, eta: 9 days, 5:08:10, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.1219, top5_acc: 0.3000, loss_cls: 4.3833, loss: 4.3833, grad_norm: 1.4555 2020-07-23 19:44:30,780 - mmaction - INFO - Epoch [3][2320/3757] lr: 9.998e-02, eta: 9 days, 5:06:18, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.0906, top5_acc: 0.2883, loss_cls: 4.4973, loss: 4.4973, grad_norm: 1.4363 2020-07-23 19:44:46,625 - mmaction - INFO - Epoch [3][2340/3757] lr: 9.998e-02, eta: 9 days, 5:04:36, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1023, top5_acc: 0.3078, loss_cls: 4.4098, loss: 4.4098, grad_norm: 1.4027 2020-07-23 19:45:02,484 - mmaction - INFO - Epoch [3][2360/3757] lr: 9.998e-02, eta: 9 days, 5:02:56, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.1258, top5_acc: 0.3250, loss_cls: 4.3731, loss: 4.3731, grad_norm: 1.4761 2020-07-23 19:45:18,193 - mmaction - INFO - Epoch [3][2380/3757] lr: 9.998e-02, eta: 9 days, 5:01:03, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.1234, top5_acc: 0.2852, loss_cls: 4.4692, loss: 4.4692, grad_norm: 1.4019 2020-07-23 19:45:33,972 - mmaction - INFO - Epoch [3][2400/3757] lr: 9.998e-02, eta: 9 days, 4:59:15, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1187, top5_acc: 0.3164, loss_cls: 4.4017, loss: 4.4017, grad_norm: 1.4492 2020-07-23 19:45:49,744 - mmaction - INFO - Epoch [3][2420/3757] lr: 9.998e-02, eta: 9 days, 4:57:28, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1242, top5_acc: 0.3078, loss_cls: 4.4089, loss: 4.4089, grad_norm: 1.4669 2020-07-23 19:46:05,527 - mmaction - INFO - Epoch [3][2440/3757] lr: 9.998e-02, eta: 9 days, 4:55:43, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1258, top5_acc: 0.3070, loss_cls: 4.3489, loss: 4.3489, grad_norm: 1.4549 2020-07-23 19:46:21,350 - mmaction - INFO - Epoch [3][2460/3757] lr: 9.998e-02, eta: 9 days, 4:54:02, time: 0.792, data_time: 0.002, memory: 6201, top1_acc: 0.1211, top5_acc: 0.3102, loss_cls: 4.3998, loss: 4.3998, grad_norm: 1.4633 2020-07-23 19:46:37,095 - mmaction - INFO - Epoch [3][2480/3757] lr: 9.998e-02, eta: 9 days, 4:52:13, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1344, top5_acc: 0.3195, loss_cls: 4.3982, loss: 4.3982, grad_norm: 1.4221 2020-07-23 19:46:52,845 - mmaction - INFO - Epoch [3][2500/3757] lr: 9.998e-02, eta: 9 days, 4:50:25, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1297, top5_acc: 0.3141, loss_cls: 4.3933, loss: 4.3933, grad_norm: 1.4968 2020-07-23 19:47:08,578 - mmaction - INFO - Epoch [3][2520/3757] lr: 9.998e-02, eta: 9 days, 4:48:37, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1180, top5_acc: 0.3109, loss_cls: 4.4222, loss: 4.4222, grad_norm: 1.4732 2020-07-23 19:47:24,333 - mmaction - INFO - Epoch [3][2540/3757] lr: 9.998e-02, eta: 9 days, 4:46:49, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1102, top5_acc: 0.2930, loss_cls: 4.4686, loss: 4.4686, grad_norm: 1.4420 2020-07-23 19:47:40,114 - mmaction - INFO - Epoch [3][2560/3757] lr: 9.998e-02, eta: 9 days, 4:45:05, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1094, top5_acc: 0.2906, loss_cls: 4.4124, loss: 4.4124, grad_norm: 1.4317 2020-07-23 19:47:55,885 - mmaction - INFO - Epoch [3][2580/3757] lr: 9.998e-02, eta: 9 days, 4:43:22, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1289, top5_acc: 0.3102, loss_cls: 4.4039, loss: 4.4039, grad_norm: 1.4463 2020-07-23 19:48:11,661 - mmaction - INFO - Epoch [3][2600/3757] lr: 9.998e-02, eta: 9 days, 4:41:37, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1203, top5_acc: 0.3055, loss_cls: 4.4285, loss: 4.4285, grad_norm: 1.4234 2020-07-23 19:48:27,474 - mmaction - INFO - Epoch [3][2620/3757] lr: 9.998e-02, eta: 9 days, 4:39:58, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1242, top5_acc: 0.3008, loss_cls: 4.3869, loss: 4.3869, grad_norm: 1.4365 2020-07-23 19:48:43,277 - mmaction - INFO - Epoch [3][2640/3757] lr: 9.998e-02, eta: 9 days, 4:38:17, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1125, top5_acc: 0.2883, loss_cls: 4.4502, loss: 4.4502, grad_norm: 1.4251 2020-07-23 19:48:59,124 - mmaction - INFO - Epoch [3][2660/3757] lr: 9.998e-02, eta: 9 days, 4:36:43, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.0938, top5_acc: 0.2828, loss_cls: 4.4602, loss: 4.4602, grad_norm: 1.4550 2020-07-23 19:49:14,957 - mmaction - INFO - Epoch [3][2680/3757] lr: 9.998e-02, eta: 9 days, 4:35:06, time: 0.792, data_time: 0.002, memory: 6201, top1_acc: 0.1164, top5_acc: 0.3156, loss_cls: 4.3987, loss: 4.3987, grad_norm: 1.4607 2020-07-23 19:49:30,691 - mmaction - INFO - Epoch [3][2700/3757] lr: 9.998e-02, eta: 9 days, 4:33:19, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.1352, top5_acc: 0.3281, loss_cls: 4.3059, loss: 4.3059, grad_norm: 1.4282 2020-07-23 19:49:46,463 - mmaction - INFO - Epoch [3][2720/3757] lr: 9.998e-02, eta: 9 days, 4:31:38, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1281, top5_acc: 0.3266, loss_cls: 4.3520, loss: 4.3520, grad_norm: 1.4941 2020-07-23 19:50:02,247 - mmaction - INFO - Epoch [3][2740/3757] lr: 9.998e-02, eta: 9 days, 4:29:57, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1195, top5_acc: 0.2875, loss_cls: 4.4545, loss: 4.4545, grad_norm: 1.4655 2020-07-23 19:50:17,974 - mmaction - INFO - Epoch [3][2760/3757] lr: 9.998e-02, eta: 9 days, 4:28:12, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.1344, top5_acc: 0.3227, loss_cls: 4.3555, loss: 4.3555, grad_norm: 1.4485 2020-07-23 19:50:33,796 - mmaction - INFO - Epoch [3][2780/3757] lr: 9.998e-02, eta: 9 days, 4:26:35, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1180, top5_acc: 0.3016, loss_cls: 4.3758, loss: 4.3758, grad_norm: 1.4461 2020-07-23 19:50:49,489 - mmaction - INFO - Epoch [3][2800/3757] lr: 9.998e-02, eta: 9 days, 4:24:48, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.1219, top5_acc: 0.2977, loss_cls: 4.4213, loss: 4.4213, grad_norm: 1.4715 2020-07-23 19:51:05,231 - mmaction - INFO - Epoch [3][2820/3757] lr: 9.998e-02, eta: 9 days, 4:23:05, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1234, top5_acc: 0.2984, loss_cls: 4.3587, loss: 4.3587, grad_norm: 1.4872 2020-07-23 19:51:21,025 - mmaction - INFO - Epoch [3][2840/3757] lr: 9.998e-02, eta: 9 days, 4:21:27, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1133, top5_acc: 0.3063, loss_cls: 4.4062, loss: 4.4062, grad_norm: 1.4595 2020-07-23 19:51:36,818 - mmaction - INFO - Epoch [3][2860/3757] lr: 9.998e-02, eta: 9 days, 4:19:49, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1258, top5_acc: 0.3008, loss_cls: 4.3967, loss: 4.3967, grad_norm: 1.4488 2020-07-23 19:51:52,653 - mmaction - INFO - Epoch [3][2880/3757] lr: 9.998e-02, eta: 9 days, 4:18:15, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1250, top5_acc: 0.3109, loss_cls: 4.3481, loss: 4.3481, grad_norm: 1.4755 2020-07-23 19:52:08,464 - mmaction - INFO - Epoch [3][2900/3757] lr: 9.998e-02, eta: 9 days, 4:16:41, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1148, top5_acc: 0.3047, loss_cls: 4.3818, loss: 4.3818, grad_norm: 1.4849 2020-07-23 19:52:24,271 - mmaction - INFO - Epoch [3][2920/3757] lr: 9.998e-02, eta: 9 days, 4:15:05, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1062, top5_acc: 0.2984, loss_cls: 4.4276, loss: 4.4276, grad_norm: 1.4362 2020-07-23 19:52:40,011 - mmaction - INFO - Epoch [3][2940/3757] lr: 9.998e-02, eta: 9 days, 4:13:24, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1344, top5_acc: 0.3047, loss_cls: 4.4606, loss: 4.4606, grad_norm: 1.4508 2020-07-23 19:52:55,867 - mmaction - INFO - Epoch [3][2960/3757] lr: 9.998e-02, eta: 9 days, 4:11:53, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.1062, top5_acc: 0.3008, loss_cls: 4.4193, loss: 4.4193, grad_norm: 1.4225 2020-07-23 19:53:11,697 - mmaction - INFO - Epoch [3][2980/3757] lr: 9.998e-02, eta: 9 days, 4:10:21, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1273, top5_acc: 0.3055, loss_cls: 4.3605, loss: 4.3605, grad_norm: 1.4455 2020-07-23 19:53:27,422 - mmaction - INFO - Epoch [3][3000/3757] lr: 9.998e-02, eta: 9 days, 4:08:40, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.1313, top5_acc: 0.3227, loss_cls: 4.4122, loss: 4.4122, grad_norm: 1.4457 2020-07-23 19:53:43,116 - mmaction - INFO - Epoch [3][3020/3757] lr: 9.998e-02, eta: 9 days, 4:06:55, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.1195, top5_acc: 0.3023, loss_cls: 4.4035, loss: 4.4035, grad_norm: 1.4340 2020-07-23 19:53:58,884 - mmaction - INFO - Epoch [3][3040/3757] lr: 9.998e-02, eta: 9 days, 4:05:18, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1250, top5_acc: 0.3039, loss_cls: 4.3271, loss: 4.3271, grad_norm: 1.5019 2020-07-23 19:54:14,765 - mmaction - INFO - Epoch [3][3060/3757] lr: 9.998e-02, eta: 9 days, 4:03:50, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.1328, top5_acc: 0.3086, loss_cls: 4.3802, loss: 4.3802, grad_norm: 1.5117 2020-07-23 19:54:30,530 - mmaction - INFO - Epoch [3][3080/3757] lr: 9.998e-02, eta: 9 days, 4:02:15, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1180, top5_acc: 0.3039, loss_cls: 4.4243, loss: 4.4243, grad_norm: 1.4565 2020-07-23 19:54:46,300 - mmaction - INFO - Epoch [3][3100/3757] lr: 9.998e-02, eta: 9 days, 4:00:38, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1156, top5_acc: 0.2984, loss_cls: 4.4111, loss: 4.4111, grad_norm: 1.4630 2020-07-23 19:55:02,122 - mmaction - INFO - Epoch [3][3120/3757] lr: 9.998e-02, eta: 9 days, 3:59:08, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.1141, top5_acc: 0.3078, loss_cls: 4.3725, loss: 4.3725, grad_norm: 1.4377 2020-07-23 19:55:17,793 - mmaction - INFO - Epoch [3][3140/3757] lr: 9.998e-02, eta: 9 days, 3:57:24, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.1305, top5_acc: 0.3125, loss_cls: 4.3427, loss: 4.3427, grad_norm: 1.4638 2020-07-23 19:55:33,591 - mmaction - INFO - Epoch [3][3160/3757] lr: 9.998e-02, eta: 9 days, 3:55:50, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1375, top5_acc: 0.3398, loss_cls: 4.2836, loss: 4.2836, grad_norm: 1.4737 2020-07-23 19:55:49,349 - mmaction - INFO - Epoch [3][3180/3757] lr: 9.998e-02, eta: 9 days, 3:54:15, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1172, top5_acc: 0.3039, loss_cls: 4.3330, loss: 4.3330, grad_norm: 1.4965 2020-07-23 19:56:05,168 - mmaction - INFO - Epoch [3][3200/3757] lr: 9.998e-02, eta: 9 days, 3:52:45, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1219, top5_acc: 0.3297, loss_cls: 4.3895, loss: 4.3895, grad_norm: 1.4693 2020-07-23 19:56:20,888 - mmaction - INFO - Epoch [3][3220/3757] lr: 9.998e-02, eta: 9 days, 3:51:06, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.1242, top5_acc: 0.3258, loss_cls: 4.3451, loss: 4.3451, grad_norm: 1.4214 2020-07-23 19:56:36,631 - mmaction - INFO - Epoch [3][3240/3757] lr: 9.998e-02, eta: 9 days, 3:49:30, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1266, top5_acc: 0.3094, loss_cls: 4.3948, loss: 4.3948, grad_norm: 1.4476 2020-07-23 19:56:52,436 - mmaction - INFO - Epoch [3][3260/3757] lr: 9.998e-02, eta: 9 days, 3:47:58, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1406, top5_acc: 0.2984, loss_cls: 4.4233, loss: 4.4233, grad_norm: 1.4349 2020-07-23 19:57:08,238 - mmaction - INFO - Epoch [3][3280/3757] lr: 9.998e-02, eta: 9 days, 3:46:29, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1297, top5_acc: 0.3289, loss_cls: 4.2666, loss: 4.2666, grad_norm: 1.4916 2020-07-23 19:57:24,087 - mmaction - INFO - Epoch [3][3300/3757] lr: 9.998e-02, eta: 9 days, 3:45:01, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1430, top5_acc: 0.3227, loss_cls: 4.3134, loss: 4.3134, grad_norm: 1.5032 2020-07-23 19:57:39,880 - mmaction - INFO - Epoch [3][3320/3757] lr: 9.998e-02, eta: 9 days, 3:43:32, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1125, top5_acc: 0.2984, loss_cls: 4.4263, loss: 4.4263, grad_norm: 1.4872 2020-07-23 19:57:55,694 - mmaction - INFO - Epoch [3][3340/3757] lr: 9.998e-02, eta: 9 days, 3:42:03, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1211, top5_acc: 0.3102, loss_cls: 4.4275, loss: 4.4275, grad_norm: 1.4394 2020-07-23 19:58:11,419 - mmaction - INFO - Epoch [3][3360/3757] lr: 9.998e-02, eta: 9 days, 3:40:27, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.1344, top5_acc: 0.3312, loss_cls: 4.3024, loss: 4.3024, grad_norm: 1.4472 2020-07-23 19:58:27,198 - mmaction - INFO - Epoch [3][3380/3757] lr: 9.998e-02, eta: 9 days, 3:38:56, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.1359, top5_acc: 0.3328, loss_cls: 4.3177, loss: 4.3177, grad_norm: 1.5060 2020-07-23 19:58:42,948 - mmaction - INFO - Epoch [3][3400/3757] lr: 9.998e-02, eta: 9 days, 3:37:22, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1391, top5_acc: 0.3383, loss_cls: 4.2973, loss: 4.2973, grad_norm: 1.4772 2020-07-23 19:58:58,711 - mmaction - INFO - Epoch [3][3420/3757] lr: 9.998e-02, eta: 9 days, 3:35:50, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.1141, top5_acc: 0.3094, loss_cls: 4.3590, loss: 4.3590, grad_norm: 1.4748 2020-07-23 19:59:14,482 - mmaction - INFO - Epoch [3][3440/3757] lr: 9.998e-02, eta: 9 days, 3:34:19, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1367, top5_acc: 0.3203, loss_cls: 4.3360, loss: 4.3360, grad_norm: 1.4665 2020-07-23 19:59:30,269 - mmaction - INFO - Epoch [3][3460/3757] lr: 9.998e-02, eta: 9 days, 3:32:50, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.1219, top5_acc: 0.3117, loss_cls: 4.3563, loss: 4.3563, grad_norm: 1.5063 2020-07-23 19:59:46,160 - mmaction - INFO - Epoch [3][3480/3757] lr: 9.998e-02, eta: 9 days, 3:31:29, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.1180, top5_acc: 0.3125, loss_cls: 4.3772, loss: 4.3772, grad_norm: 1.4533 2020-07-23 20:00:01,814 - mmaction - INFO - Epoch [3][3500/3757] lr: 9.998e-02, eta: 9 days, 3:29:49, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.1375, top5_acc: 0.3359, loss_cls: 4.2757, loss: 4.2757, grad_norm: 1.4796 2020-07-23 20:00:21,718 - mmaction - INFO - Epoch [3][3520/3757] lr: 9.998e-02, eta: 9 days, 3:34:13, time: 0.994, data_time: 0.008, memory: 6201, top1_acc: 0.1266, top5_acc: 0.3336, loss_cls: 4.3279, loss: 4.3279, grad_norm: 1.4677 2020-07-23 20:00:37,532 - mmaction - INFO - Epoch [3][3540/3757] lr: 9.998e-02, eta: 9 days, 3:32:46, time: 0.790, data_time: 0.005, memory: 6201, top1_acc: 0.1297, top5_acc: 0.3242, loss_cls: 4.3799, loss: 4.3799, grad_norm: 1.4650 2020-07-23 20:00:53,316 - mmaction - INFO - Epoch [3][3560/3757] lr: 9.998e-02, eta: 9 days, 3:31:20, time: 0.791, data_time: 0.005, memory: 6201, top1_acc: 0.1258, top5_acc: 0.3047, loss_cls: 4.4021, loss: 4.4021, grad_norm: 1.4650 2020-07-23 20:01:09,129 - mmaction - INFO - Epoch [3][3580/3757] lr: 9.998e-02, eta: 9 days, 3:29:52, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.1219, top5_acc: 0.3109, loss_cls: 4.3546, loss: 4.3546, grad_norm: 1.5081 2020-07-23 20:01:24,929 - mmaction - INFO - Epoch [3][3600/3757] lr: 9.998e-02, eta: 9 days, 3:28:27, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1195, top5_acc: 0.3227, loss_cls: 4.2976, loss: 4.2976, grad_norm: 1.4756 2020-07-23 20:01:40,680 - mmaction - INFO - Epoch [3][3620/3757] lr: 9.998e-02, eta: 9 days, 3:26:56, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1398, top5_acc: 0.3344, loss_cls: 4.3561, loss: 4.3561, grad_norm: 1.4765 2020-07-23 20:01:56,503 - mmaction - INFO - Epoch [3][3640/3757] lr: 9.998e-02, eta: 9 days, 3:25:31, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1227, top5_acc: 0.3109, loss_cls: 4.3182, loss: 4.3182, grad_norm: 1.4730 2020-07-23 20:02:12,347 - mmaction - INFO - Epoch [3][3660/3757] lr: 9.998e-02, eta: 9 days, 3:24:08, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1328, top5_acc: 0.3195, loss_cls: 4.2558, loss: 4.2558, grad_norm: 1.4878 2020-07-23 20:02:28,131 - mmaction - INFO - Epoch [3][3680/3757] lr: 9.998e-02, eta: 9 days, 3:22:41, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1258, top5_acc: 0.3148, loss_cls: 4.3080, loss: 4.3080, grad_norm: 1.5196 2020-07-23 20:02:43,920 - mmaction - INFO - Epoch [3][3700/3757] lr: 9.998e-02, eta: 9 days, 3:21:14, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1242, top5_acc: 0.3094, loss_cls: 4.3909, loss: 4.3909, grad_norm: 1.5463 2020-07-23 20:02:59,714 - mmaction - INFO - Epoch [3][3720/3757] lr: 9.998e-02, eta: 9 days, 3:19:47, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1227, top5_acc: 0.3141, loss_cls: 4.3549, loss: 4.3549, grad_norm: 1.5268 2020-07-23 20:03:15,458 - mmaction - INFO - Epoch [3][3740/3757] lr: 9.998e-02, eta: 9 days, 3:18:18, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1367, top5_acc: 0.3227, loss_cls: 4.3523, loss: 4.3523, grad_norm: 1.4675 2020-07-23 20:06:30,864 - mmaction - INFO - Epoch [4][20/3757] lr: 9.997e-02, eta: 9 days, 6:40:57, time: 8.776, data_time: 7.864, memory: 6201, top1_acc: 0.1320, top5_acc: 0.3094, loss_cls: 4.3264, loss: 4.3264, grad_norm: 1.4712 2020-07-23 20:06:46,603 - mmaction - INFO - Epoch [4][40/3757] lr: 9.997e-02, eta: 9 days, 6:39:05, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.1313, top5_acc: 0.3289, loss_cls: 4.2930, loss: 4.2930, grad_norm: 1.5241 2020-07-23 20:07:02,311 - mmaction - INFO - Epoch [4][60/3757] lr: 9.997e-02, eta: 9 days, 6:37:11, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.1266, top5_acc: 0.3266, loss_cls: 4.3227, loss: 4.3227, grad_norm: 1.5115 2020-07-23 20:07:18,197 - mmaction - INFO - Epoch [4][80/3757] lr: 9.997e-02, eta: 9 days, 6:35:32, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.1242, top5_acc: 0.3383, loss_cls: 4.3325, loss: 4.3325, grad_norm: 1.4704 2020-07-23 20:07:33,942 - mmaction - INFO - Epoch [4][100/3757] lr: 9.997e-02, eta: 9 days, 6:33:42, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1234, top5_acc: 0.3258, loss_cls: 4.3666, loss: 4.3666, grad_norm: 1.4682 2020-07-23 20:07:49,665 - mmaction - INFO - Epoch [4][120/3757] lr: 9.997e-02, eta: 9 days, 6:31:51, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.1313, top5_acc: 0.3234, loss_cls: 4.3674, loss: 4.3674, grad_norm: 1.4779 2020-07-23 20:08:05,441 - mmaction - INFO - Epoch [4][140/3757] lr: 9.997e-02, eta: 9 days, 6:30:02, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1531, top5_acc: 0.3508, loss_cls: 4.2458, loss: 4.2458, grad_norm: 1.4905 2020-07-23 20:08:21,220 - mmaction - INFO - Epoch [4][160/3757] lr: 9.997e-02, eta: 9 days, 6:28:17, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1359, top5_acc: 0.3164, loss_cls: 4.3178, loss: 4.3178, grad_norm: 1.4859 2020-07-23 20:08:37,002 - mmaction - INFO - Epoch [4][180/3757] lr: 9.997e-02, eta: 9 days, 6:26:28, time: 0.787, data_time: 0.005, memory: 6201, top1_acc: 0.1242, top5_acc: 0.3195, loss_cls: 4.3100, loss: 4.3100, grad_norm: 1.4996 2020-07-23 20:08:52,844 - mmaction - INFO - Epoch [4][200/3757] lr: 9.997e-02, eta: 9 days, 6:24:49, time: 0.793, data_time: 0.005, memory: 6201, top1_acc: 0.1461, top5_acc: 0.3055, loss_cls: 4.3409, loss: 4.3409, grad_norm: 1.5083 2020-07-23 20:09:08,623 - mmaction - INFO - Epoch [4][220/3757] lr: 9.997e-02, eta: 9 days, 6:23:04, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1305, top5_acc: 0.3242, loss_cls: 4.3123, loss: 4.3123, grad_norm: 1.4893 2020-07-23 20:09:24,418 - mmaction - INFO - Epoch [4][240/3757] lr: 9.997e-02, eta: 9 days, 6:21:21, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1305, top5_acc: 0.3430, loss_cls: 4.2311, loss: 4.2311, grad_norm: 1.5277 2020-07-23 20:09:40,163 - mmaction - INFO - Epoch [4][260/3757] lr: 9.997e-02, eta: 9 days, 6:19:32, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1234, top5_acc: 0.3328, loss_cls: 4.3111, loss: 4.3111, grad_norm: 1.5160 2020-07-23 20:09:56,057 - mmaction - INFO - Epoch [4][280/3757] lr: 9.997e-02, eta: 9 days, 6:17:56, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.1211, top5_acc: 0.3227, loss_cls: 4.3319, loss: 4.3319, grad_norm: 1.5044 2020-07-23 20:10:11,861 - mmaction - INFO - Epoch [4][300/3757] lr: 9.997e-02, eta: 9 days, 6:16:16, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1469, top5_acc: 0.3352, loss_cls: 4.2889, loss: 4.2889, grad_norm: 1.4982 2020-07-23 20:10:27,641 - mmaction - INFO - Epoch [4][320/3757] lr: 9.997e-02, eta: 9 days, 6:14:32, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1273, top5_acc: 0.3281, loss_cls: 4.2999, loss: 4.2999, grad_norm: 1.5447 2020-07-23 20:10:43,367 - mmaction - INFO - Epoch [4][340/3757] lr: 9.997e-02, eta: 9 days, 6:12:44, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.1266, top5_acc: 0.3469, loss_cls: 4.2450, loss: 4.2450, grad_norm: 1.4905 2020-07-23 20:10:59,090 - mmaction - INFO - Epoch [4][360/3757] lr: 9.997e-02, eta: 9 days, 6:10:56, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.1383, top5_acc: 0.3477, loss_cls: 4.2344, loss: 4.2344, grad_norm: 1.4962 2020-07-23 20:11:14,880 - mmaction - INFO - Epoch [4][380/3757] lr: 9.997e-02, eta: 9 days, 6:09:13, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1383, top5_acc: 0.3227, loss_cls: 4.3361, loss: 4.3361, grad_norm: 1.5274 2020-07-23 20:11:30,670 - mmaction - INFO - Epoch [4][400/3757] lr: 9.997e-02, eta: 9 days, 6:07:32, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1445, top5_acc: 0.3328, loss_cls: 4.2345, loss: 4.2345, grad_norm: 1.4915 2020-07-23 20:11:46,529 - mmaction - INFO - Epoch [4][420/3757] lr: 9.997e-02, eta: 9 days, 6:05:55, time: 0.792, data_time: 0.002, memory: 6201, top1_acc: 0.1320, top5_acc: 0.3242, loss_cls: 4.3130, loss: 4.3130, grad_norm: 1.5054 2020-07-23 20:12:02,302 - mmaction - INFO - Epoch [4][440/3757] lr: 9.997e-02, eta: 9 days, 6:04:13, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1492, top5_acc: 0.3523, loss_cls: 4.1843, loss: 4.1843, grad_norm: 1.5214 2020-07-23 20:12:18,073 - mmaction - INFO - Epoch [4][460/3757] lr: 9.997e-02, eta: 9 days, 6:02:31, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.1328, top5_acc: 0.3109, loss_cls: 4.3201, loss: 4.3201, grad_norm: 1.4893 2020-07-23 20:12:33,811 - mmaction - INFO - Epoch [4][480/3757] lr: 9.997e-02, eta: 9 days, 6:00:46, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1313, top5_acc: 0.3141, loss_cls: 4.3641, loss: 4.3641, grad_norm: 1.4777 2020-07-23 20:12:49,608 - mmaction - INFO - Epoch [4][500/3757] lr: 9.997e-02, eta: 9 days, 5:59:06, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1461, top5_acc: 0.3469, loss_cls: 4.2498, loss: 4.2498, grad_norm: 1.5164 2020-07-23 20:13:05,422 - mmaction - INFO - Epoch [4][520/3757] lr: 9.997e-02, eta: 9 days, 5:57:28, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1367, top5_acc: 0.3258, loss_cls: 4.3564, loss: 4.3564, grad_norm: 1.5102 2020-07-23 20:13:21,136 - mmaction - INFO - Epoch [4][540/3757] lr: 9.997e-02, eta: 9 days, 5:55:42, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.1531, top5_acc: 0.3180, loss_cls: 4.3155, loss: 4.3155, grad_norm: 1.4821 2020-07-23 20:13:36,823 - mmaction - INFO - Epoch [4][560/3757] lr: 9.997e-02, eta: 9 days, 5:53:53, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.1555, top5_acc: 0.3422, loss_cls: 4.2703, loss: 4.2703, grad_norm: 1.5129 2020-07-23 20:13:52,691 - mmaction - INFO - Epoch [4][580/3757] lr: 9.997e-02, eta: 9 days, 5:52:20, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.1383, top5_acc: 0.3477, loss_cls: 4.2135, loss: 4.2135, grad_norm: 1.4934 2020-07-23 20:14:08,399 - mmaction - INFO - Epoch [4][600/3757] lr: 9.997e-02, eta: 9 days, 5:50:36, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.1367, top5_acc: 0.3258, loss_cls: 4.3355, loss: 4.3355, grad_norm: 1.5443 2020-07-23 20:14:24,200 - mmaction - INFO - Epoch [4][620/3757] lr: 9.997e-02, eta: 9 days, 5:48:58, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1453, top5_acc: 0.3500, loss_cls: 4.2242, loss: 4.2242, grad_norm: 1.4890 2020-07-23 20:14:39,977 - mmaction - INFO - Epoch [4][640/3757] lr: 9.997e-02, eta: 9 days, 5:47:17, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1383, top5_acc: 0.3359, loss_cls: 4.2192, loss: 4.2192, grad_norm: 1.5277 2020-07-23 20:14:55,823 - mmaction - INFO - Epoch [4][660/3757] lr: 9.997e-02, eta: 9 days, 5:45:44, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1461, top5_acc: 0.3531, loss_cls: 4.1744, loss: 4.1744, grad_norm: 1.4742 2020-07-23 20:15:11,617 - mmaction - INFO - Epoch [4][680/3757] lr: 9.997e-02, eta: 9 days, 5:44:07, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1422, top5_acc: 0.3352, loss_cls: 4.2454, loss: 4.2454, grad_norm: 1.5261 2020-07-23 20:15:27,378 - mmaction - INFO - Epoch [4][700/3757] lr: 9.997e-02, eta: 9 days, 5:42:27, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1281, top5_acc: 0.3492, loss_cls: 4.2537, loss: 4.2537, grad_norm: 1.5471 2020-07-23 20:15:43,108 - mmaction - INFO - Epoch [4][720/3757] lr: 9.997e-02, eta: 9 days, 5:40:45, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.1500, top5_acc: 0.3406, loss_cls: 4.2989, loss: 4.2989, grad_norm: 1.5298 2020-07-23 20:15:58,989 - mmaction - INFO - Epoch [4][740/3757] lr: 9.997e-02, eta: 9 days, 5:39:15, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.1391, top5_acc: 0.3297, loss_cls: 4.2910, loss: 4.2910, grad_norm: 1.4999 2020-07-23 20:16:14,763 - mmaction - INFO - Epoch [4][760/3757] lr: 9.997e-02, eta: 9 days, 5:37:37, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1203, top5_acc: 0.3375, loss_cls: 4.3426, loss: 4.3426, grad_norm: 1.4910 2020-07-23 20:16:30,553 - mmaction - INFO - Epoch [4][780/3757] lr: 9.997e-02, eta: 9 days, 5:36:01, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1414, top5_acc: 0.3242, loss_cls: 4.2662, loss: 4.2662, grad_norm: 1.4861 2020-07-23 20:16:46,328 - mmaction - INFO - Epoch [4][800/3757] lr: 9.997e-02, eta: 9 days, 5:34:23, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1422, top5_acc: 0.3375, loss_cls: 4.2543, loss: 4.2543, grad_norm: 1.5497 2020-07-23 20:17:02,059 - mmaction - INFO - Epoch [4][820/3757] lr: 9.997e-02, eta: 9 days, 5:32:42, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.1516, top5_acc: 0.3602, loss_cls: 4.2066, loss: 4.2066, grad_norm: 1.5380 2020-07-23 20:17:17,859 - mmaction - INFO - Epoch [4][840/3757] lr: 9.997e-02, eta: 9 days, 5:31:08, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1398, top5_acc: 0.3547, loss_cls: 4.2015, loss: 4.2015, grad_norm: 1.5244 2020-07-23 20:17:33,585 - mmaction - INFO - Epoch [4][860/3757] lr: 9.997e-02, eta: 9 days, 5:29:27, time: 0.786, data_time: 0.004, memory: 6201, top1_acc: 0.1461, top5_acc: 0.3422, loss_cls: 4.2774, loss: 4.2774, grad_norm: 1.5136 2020-07-23 20:17:49,434 - mmaction - INFO - Epoch [4][880/3757] lr: 9.997e-02, eta: 9 days, 5:27:56, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1344, top5_acc: 0.3250, loss_cls: 4.2222, loss: 4.2222, grad_norm: 1.5416 2020-07-23 20:18:05,227 - mmaction - INFO - Epoch [4][900/3757] lr: 9.997e-02, eta: 9 days, 5:26:22, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1266, top5_acc: 0.3133, loss_cls: 4.3285, loss: 4.3285, grad_norm: 1.5367 2020-07-23 20:18:21,008 - mmaction - INFO - Epoch [4][920/3757] lr: 9.997e-02, eta: 9 days, 5:24:47, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1617, top5_acc: 0.3547, loss_cls: 4.2018, loss: 4.2018, grad_norm: 1.5437 2020-07-23 20:18:36,793 - mmaction - INFO - Epoch [4][940/3757] lr: 9.997e-02, eta: 9 days, 5:23:12, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1523, top5_acc: 0.3430, loss_cls: 4.2408, loss: 4.2408, grad_norm: 1.5525 2020-07-23 20:18:52,523 - mmaction - INFO - Epoch [4][960/3757] lr: 9.997e-02, eta: 9 days, 5:21:33, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.1391, top5_acc: 0.3367, loss_cls: 4.2676, loss: 4.2676, grad_norm: 1.5417 2020-07-23 20:19:08,272 - mmaction - INFO - Epoch [4][980/3757] lr: 9.997e-02, eta: 9 days, 5:19:56, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1313, top5_acc: 0.3516, loss_cls: 4.2876, loss: 4.2876, grad_norm: 1.4904 2020-07-23 20:19:24,106 - mmaction - INFO - Epoch [4][1000/3757] lr: 9.997e-02, eta: 9 days, 5:18:25, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1570, top5_acc: 0.3492, loss_cls: 4.1904, loss: 4.1904, grad_norm: 1.5070 2020-07-23 20:19:39,954 - mmaction - INFO - Epoch [4][1020/3757] lr: 9.997e-02, eta: 9 days, 5:16:57, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.1305, top5_acc: 0.3305, loss_cls: 4.2592, loss: 4.2592, grad_norm: 1.5452 2020-07-23 20:19:55,755 - mmaction - INFO - Epoch [4][1040/3757] lr: 9.997e-02, eta: 9 days, 5:15:25, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1477, top5_acc: 0.3602, loss_cls: 4.1998, loss: 4.1998, grad_norm: 1.5470 2020-07-23 20:20:11,561 - mmaction - INFO - Epoch [4][1060/3757] lr: 9.997e-02, eta: 9 days, 5:13:53, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1352, top5_acc: 0.3633, loss_cls: 4.1985, loss: 4.1985, grad_norm: 1.5627 2020-07-23 20:20:27,402 - mmaction - INFO - Epoch [4][1080/3757] lr: 9.997e-02, eta: 9 days, 5:12:24, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1367, top5_acc: 0.3312, loss_cls: 4.3124, loss: 4.3124, grad_norm: 1.5664 2020-07-23 20:20:43,164 - mmaction - INFO - Epoch [4][1100/3757] lr: 9.997e-02, eta: 9 days, 5:10:49, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1578, top5_acc: 0.3547, loss_cls: 4.1912, loss: 4.1912, grad_norm: 1.5428 2020-07-23 20:20:58,917 - mmaction - INFO - Epoch [4][1120/3757] lr: 9.997e-02, eta: 9 days, 5:09:15, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1430, top5_acc: 0.3492, loss_cls: 4.1718, loss: 4.1718, grad_norm: 1.5658 2020-07-23 20:21:14,749 - mmaction - INFO - Epoch [4][1140/3757] lr: 9.997e-02, eta: 9 days, 5:07:42, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.1555, top5_acc: 0.3516, loss_cls: 4.2071, loss: 4.2071, grad_norm: 1.5743 2020-07-23 20:21:30,522 - mmaction - INFO - Epoch [4][1160/3757] lr: 9.997e-02, eta: 9 days, 5:06:13, time: 0.791, data_time: 0.006, memory: 6201, top1_acc: 0.1609, top5_acc: 0.3555, loss_cls: 4.1853, loss: 4.1853, grad_norm: 1.5574 2020-07-23 20:21:46,336 - mmaction - INFO - Epoch [4][1180/3757] lr: 9.997e-02, eta: 9 days, 5:04:43, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.1250, top5_acc: 0.3156, loss_cls: 4.3114, loss: 4.3114, grad_norm: 1.5029 2020-07-23 20:22:02,175 - mmaction - INFO - Epoch [4][1200/3757] lr: 9.997e-02, eta: 9 days, 5:03:16, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.1594, top5_acc: 0.3828, loss_cls: 4.1131, loss: 4.1131, grad_norm: 1.5187 2020-07-23 20:22:17,823 - mmaction - INFO - Epoch [4][1220/3757] lr: 9.997e-02, eta: 9 days, 5:01:35, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.1562, top5_acc: 0.3547, loss_cls: 4.2011, loss: 4.2011, grad_norm: 1.5698 2020-07-23 20:22:33,642 - mmaction - INFO - Epoch [4][1240/3757] lr: 9.997e-02, eta: 9 days, 5:00:06, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1398, top5_acc: 0.3406, loss_cls: 4.2719, loss: 4.2719, grad_norm: 1.5730 2020-07-23 20:22:49,502 - mmaction - INFO - Epoch [4][1260/3757] lr: 9.997e-02, eta: 9 days, 4:58:40, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1422, top5_acc: 0.3531, loss_cls: 4.2023, loss: 4.2023, grad_norm: 1.5202 2020-07-23 20:23:05,262 - mmaction - INFO - Epoch [4][1280/3757] lr: 9.997e-02, eta: 9 days, 4:57:08, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1484, top5_acc: 0.3469, loss_cls: 4.2540, loss: 4.2540, grad_norm: 1.5681 2020-07-23 20:23:21,025 - mmaction - INFO - Epoch [4][1300/3757] lr: 9.997e-02, eta: 9 days, 4:55:36, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.1359, top5_acc: 0.3234, loss_cls: 4.2753, loss: 4.2753, grad_norm: 1.5364 2020-07-23 20:23:36,729 - mmaction - INFO - Epoch [4][1320/3757] lr: 9.997e-02, eta: 9 days, 4:54:00, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.1398, top5_acc: 0.3453, loss_cls: 4.1707, loss: 4.1707, grad_norm: 1.5691 2020-07-23 20:23:52,454 - mmaction - INFO - Epoch [4][1340/3757] lr: 9.997e-02, eta: 9 days, 4:52:25, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.1422, top5_acc: 0.3359, loss_cls: 4.2951, loss: 4.2951, grad_norm: 1.5384 2020-07-23 20:24:08,219 - mmaction - INFO - Epoch [4][1360/3757] lr: 9.997e-02, eta: 9 days, 4:50:54, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.1359, top5_acc: 0.3344, loss_cls: 4.2656, loss: 4.2656, grad_norm: 1.5250 2020-07-23 20:24:24,042 - mmaction - INFO - Epoch [4][1380/3757] lr: 9.997e-02, eta: 9 days, 4:49:27, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1469, top5_acc: 0.3414, loss_cls: 4.1779, loss: 4.1779, grad_norm: 1.5411 2020-07-23 20:24:39,832 - mmaction - INFO - Epoch [4][1400/3757] lr: 9.997e-02, eta: 9 days, 4:47:58, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.1359, top5_acc: 0.3352, loss_cls: 4.2639, loss: 4.2639, grad_norm: 1.5714 2020-07-23 20:24:55,580 - mmaction - INFO - Epoch [4][1420/3757] lr: 9.997e-02, eta: 9 days, 4:46:27, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.1625, top5_acc: 0.3391, loss_cls: 4.1677, loss: 4.1677, grad_norm: 1.5215 2020-07-23 20:25:11,380 - mmaction - INFO - Epoch [4][1440/3757] lr: 9.997e-02, eta: 9 days, 4:45:00, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1492, top5_acc: 0.3461, loss_cls: 4.1915, loss: 4.1915, grad_norm: 1.5519 2020-07-23 20:25:27,152 - mmaction - INFO - Epoch [4][1460/3757] lr: 9.997e-02, eta: 9 days, 4:43:30, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1516, top5_acc: 0.3422, loss_cls: 4.2401, loss: 4.2401, grad_norm: 1.5583 2020-07-23 20:25:42,944 - mmaction - INFO - Epoch [4][1480/3757] lr: 9.997e-02, eta: 9 days, 4:42:02, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1422, top5_acc: 0.3508, loss_cls: 4.1494, loss: 4.1494, grad_norm: 1.5410 2020-07-23 20:25:58,827 - mmaction - INFO - Epoch [4][1500/3757] lr: 9.997e-02, eta: 9 days, 4:40:41, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.1531, top5_acc: 0.3398, loss_cls: 4.2896, loss: 4.2896, grad_norm: 1.5140 2020-07-23 20:26:14,641 - mmaction - INFO - Epoch [4][1520/3757] lr: 9.997e-02, eta: 9 days, 4:39:16, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1367, top5_acc: 0.3430, loss_cls: 4.2394, loss: 4.2394, grad_norm: 1.5244 2020-07-23 20:26:30,504 - mmaction - INFO - Epoch [4][1540/3757] lr: 9.997e-02, eta: 9 days, 4:37:54, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.1430, top5_acc: 0.3391, loss_cls: 4.2335, loss: 4.2335, grad_norm: 1.5759 2020-07-23 20:26:46,261 - mmaction - INFO - Epoch [4][1560/3757] lr: 9.997e-02, eta: 9 days, 4:36:26, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.1523, top5_acc: 0.3648, loss_cls: 4.1764, loss: 4.1764, grad_norm: 1.5499 2020-07-23 20:27:02,010 - mmaction - INFO - Epoch [4][1580/3757] lr: 9.997e-02, eta: 9 days, 4:34:56, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1297, top5_acc: 0.3320, loss_cls: 4.2511, loss: 4.2511, grad_norm: 1.5687 2020-07-23 20:27:17,793 - mmaction - INFO - Epoch [4][1600/3757] lr: 9.997e-02, eta: 9 days, 4:33:28, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1359, top5_acc: 0.3406, loss_cls: 4.1953, loss: 4.1953, grad_norm: 1.5198 2020-07-23 20:27:33,566 - mmaction - INFO - Epoch [4][1620/3757] lr: 9.997e-02, eta: 9 days, 4:32:00, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1469, top5_acc: 0.3492, loss_cls: 4.2600, loss: 4.2600, grad_norm: 1.5790 2020-07-23 20:27:49,281 - mmaction - INFO - Epoch [4][1640/3757] lr: 9.997e-02, eta: 9 days, 4:30:29, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.1578, top5_acc: 0.3664, loss_cls: 4.1406, loss: 4.1406, grad_norm: 1.5043 2020-07-23 20:28:05,111 - mmaction - INFO - Epoch [4][1660/3757] lr: 9.997e-02, eta: 9 days, 4:29:06, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1562, top5_acc: 0.3383, loss_cls: 4.2079, loss: 4.2079, grad_norm: 1.5294 2020-07-23 20:28:20,916 - mmaction - INFO - Epoch [4][1680/3757] lr: 9.997e-02, eta: 9 days, 4:27:42, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1508, top5_acc: 0.3586, loss_cls: 4.1624, loss: 4.1624, grad_norm: 1.5427 2020-07-23 20:28:36,700 - mmaction - INFO - Epoch [4][1700/3757] lr: 9.997e-02, eta: 9 days, 4:26:16, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1555, top5_acc: 0.3523, loss_cls: 4.2358, loss: 4.2358, grad_norm: 1.5208 2020-07-23 20:28:52,503 - mmaction - INFO - Epoch [4][1720/3757] lr: 9.997e-02, eta: 9 days, 4:24:52, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1547, top5_acc: 0.3711, loss_cls: 4.1233, loss: 4.1233, grad_norm: 1.5449 2020-07-23 20:29:08,289 - mmaction - INFO - Epoch [4][1740/3757] lr: 9.997e-02, eta: 9 days, 4:23:26, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1352, top5_acc: 0.3469, loss_cls: 4.2357, loss: 4.2357, grad_norm: 1.6167 2020-07-23 20:29:24,138 - mmaction - INFO - Epoch [4][1760/3757] lr: 9.997e-02, eta: 9 days, 4:22:05, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.1500, top5_acc: 0.3656, loss_cls: 4.1901, loss: 4.1901, grad_norm: 1.5412 2020-07-23 20:29:39,948 - mmaction - INFO - Epoch [4][1780/3757] lr: 9.997e-02, eta: 9 days, 4:20:43, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1531, top5_acc: 0.3359, loss_cls: 4.2419, loss: 4.2419, grad_norm: 1.5550 2020-07-23 20:29:55,748 - mmaction - INFO - Epoch [4][1800/3757] lr: 9.997e-02, eta: 9 days, 4:19:18, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1344, top5_acc: 0.3453, loss_cls: 4.2665, loss: 4.2665, grad_norm: 1.5891 2020-07-23 20:30:11,534 - mmaction - INFO - Epoch [4][1820/3757] lr: 9.997e-02, eta: 9 days, 4:17:52, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1516, top5_acc: 0.3555, loss_cls: 4.2275, loss: 4.2275, grad_norm: 1.5524 2020-07-23 20:30:27,303 - mmaction - INFO - Epoch [4][1840/3757] lr: 9.997e-02, eta: 9 days, 4:16:28, time: 0.789, data_time: 0.005, memory: 6201, top1_acc: 0.1680, top5_acc: 0.3531, loss_cls: 4.2196, loss: 4.2196, grad_norm: 1.5851 2020-07-23 20:30:43,167 - mmaction - INFO - Epoch [4][1860/3757] lr: 9.997e-02, eta: 9 days, 4:15:11, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.1586, top5_acc: 0.3500, loss_cls: 4.1912, loss: 4.1912, grad_norm: 1.5424 2020-07-23 20:30:58,944 - mmaction - INFO - Epoch [4][1880/3757] lr: 9.997e-02, eta: 9 days, 4:13:46, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1461, top5_acc: 0.3570, loss_cls: 4.1941, loss: 4.1941, grad_norm: 1.5526 2020-07-23 20:31:14,720 - mmaction - INFO - Epoch [4][1900/3757] lr: 9.997e-02, eta: 9 days, 4:12:21, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1500, top5_acc: 0.3500, loss_cls: 4.2021, loss: 4.2021, grad_norm: 1.5495 2020-07-23 20:31:30,495 - mmaction - INFO - Epoch [4][1920/3757] lr: 9.997e-02, eta: 9 days, 4:10:57, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1437, top5_acc: 0.3609, loss_cls: 4.1691, loss: 4.1691, grad_norm: 1.5500 2020-07-23 20:31:46,291 - mmaction - INFO - Epoch [4][1940/3757] lr: 9.997e-02, eta: 9 days, 4:09:35, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1375, top5_acc: 0.3422, loss_cls: 4.2098, loss: 4.2098, grad_norm: 1.5715 2020-07-23 20:32:02,082 - mmaction - INFO - Epoch [4][1960/3757] lr: 9.997e-02, eta: 9 days, 4:08:11, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1437, top5_acc: 0.3203, loss_cls: 4.2810, loss: 4.2810, grad_norm: 1.5455 2020-07-23 20:32:17,987 - mmaction - INFO - Epoch [4][1980/3757] lr: 9.997e-02, eta: 9 days, 4:06:58, time: 0.796, data_time: 0.004, memory: 6201, top1_acc: 0.1281, top5_acc: 0.3383, loss_cls: 4.2724, loss: 4.2724, grad_norm: 1.5359 2020-07-23 20:32:33,736 - mmaction - INFO - Epoch [4][2000/3757] lr: 9.997e-02, eta: 9 days, 4:05:32, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.1367, top5_acc: 0.3383, loss_cls: 4.2427, loss: 4.2427, grad_norm: 1.5403 2020-07-23 20:32:49,568 - mmaction - INFO - Epoch [4][2020/3757] lr: 9.997e-02, eta: 9 days, 4:04:14, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.1516, top5_acc: 0.3461, loss_cls: 4.1823, loss: 4.1823, grad_norm: 1.5591 2020-07-23 20:33:05,331 - mmaction - INFO - Epoch [4][2040/3757] lr: 9.997e-02, eta: 9 days, 4:02:49, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1586, top5_acc: 0.3594, loss_cls: 4.2051, loss: 4.2051, grad_norm: 1.5607 2020-07-23 20:33:21,180 - mmaction - INFO - Epoch [4][2060/3757] lr: 9.997e-02, eta: 9 days, 4:01:32, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.1477, top5_acc: 0.3484, loss_cls: 4.2123, loss: 4.2123, grad_norm: 1.5527 2020-07-23 20:33:36,858 - mmaction - INFO - Epoch [4][2080/3757] lr: 9.997e-02, eta: 9 days, 4:00:02, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.1531, top5_acc: 0.3469, loss_cls: 4.2715, loss: 4.2715, grad_norm: 1.5231 2020-07-23 20:33:52,604 - mmaction - INFO - Epoch [4][2100/3757] lr: 9.997e-02, eta: 9 days, 3:58:39, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.1500, top5_acc: 0.3594, loss_cls: 4.1290, loss: 4.1290, grad_norm: 1.5608 2020-07-23 20:34:08,356 - mmaction - INFO - Epoch [4][2120/3757] lr: 9.997e-02, eta: 9 days, 3:57:15, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.1492, top5_acc: 0.3492, loss_cls: 4.1909, loss: 4.1909, grad_norm: 1.5577 2020-07-23 20:34:24,200 - mmaction - INFO - Epoch [4][2140/3757] lr: 9.997e-02, eta: 9 days, 3:55:57, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1609, top5_acc: 0.3742, loss_cls: 4.1461, loss: 4.1461, grad_norm: 1.5387 2020-07-23 20:34:40,008 - mmaction - INFO - Epoch [4][2160/3757] lr: 9.997e-02, eta: 9 days, 3:54:37, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1539, top5_acc: 0.3602, loss_cls: 4.1856, loss: 4.1856, grad_norm: 1.5447 2020-07-23 20:34:55,702 - mmaction - INFO - Epoch [4][2180/3757] lr: 9.997e-02, eta: 9 days, 3:53:11, time: 0.785, data_time: 0.002, memory: 6201, top1_acc: 0.1359, top5_acc: 0.3563, loss_cls: 4.2142, loss: 4.2142, grad_norm: 1.5571 2020-07-23 20:35:11,530 - mmaction - INFO - Epoch [4][2200/3757] lr: 9.997e-02, eta: 9 days, 3:51:52, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1469, top5_acc: 0.3438, loss_cls: 4.1911, loss: 4.1911, grad_norm: 1.5702 2020-07-23 20:35:27,244 - mmaction - INFO - Epoch [4][2220/3757] lr: 9.997e-02, eta: 9 days, 3:50:27, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.1367, top5_acc: 0.3453, loss_cls: 4.2246, loss: 4.2246, grad_norm: 1.5337 2020-07-23 20:35:43,066 - mmaction - INFO - Epoch [4][2240/3757] lr: 9.997e-02, eta: 9 days, 3:49:10, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1398, top5_acc: 0.3352, loss_cls: 4.2590, loss: 4.2590, grad_norm: 1.5174 2020-07-23 20:35:58,809 - mmaction - INFO - Epoch [4][2260/3757] lr: 9.997e-02, eta: 9 days, 3:47:47, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.1562, top5_acc: 0.3563, loss_cls: 4.1513, loss: 4.1513, grad_norm: 1.5333 2020-07-23 20:36:14,535 - mmaction - INFO - Epoch [4][2280/3757] lr: 9.997e-02, eta: 9 days, 3:46:22, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.1688, top5_acc: 0.3648, loss_cls: 4.1382, loss: 4.1382, grad_norm: 1.5213 2020-07-23 20:36:30,335 - mmaction - INFO - Epoch [4][2300/3757] lr: 9.997e-02, eta: 9 days, 3:45:04, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1383, top5_acc: 0.3500, loss_cls: 4.2055, loss: 4.2055, grad_norm: 1.5664 2020-07-23 20:36:46,158 - mmaction - INFO - Epoch [4][2320/3757] lr: 9.997e-02, eta: 9 days, 3:43:47, time: 0.791, data_time: 0.002, memory: 6201, top1_acc: 0.1570, top5_acc: 0.3625, loss_cls: 4.1571, loss: 4.1571, grad_norm: 1.5897 2020-07-23 20:37:01,868 - mmaction - INFO - Epoch [4][2340/3757] lr: 9.997e-02, eta: 9 days, 3:42:21, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.1398, top5_acc: 0.3398, loss_cls: 4.1965, loss: 4.1965, grad_norm: 1.5778 2020-07-23 20:37:17,661 - mmaction - INFO - Epoch [4][2360/3757] lr: 9.997e-02, eta: 9 days, 3:41:04, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1617, top5_acc: 0.3844, loss_cls: 4.1432, loss: 4.1432, grad_norm: 1.5645 2020-07-23 20:37:33,424 - mmaction - INFO - Epoch [4][2380/3757] lr: 9.997e-02, eta: 9 days, 3:39:43, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1570, top5_acc: 0.3664, loss_cls: 4.1491, loss: 4.1491, grad_norm: 1.5468 2020-07-23 20:37:49,207 - mmaction - INFO - Epoch [4][2400/3757] lr: 9.997e-02, eta: 9 days, 3:38:24, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1422, top5_acc: 0.3758, loss_cls: 4.1391, loss: 4.1391, grad_norm: 1.5652 2020-07-23 20:38:04,975 - mmaction - INFO - Epoch [4][2420/3757] lr: 9.997e-02, eta: 9 days, 3:37:03, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1477, top5_acc: 0.3523, loss_cls: 4.1716, loss: 4.1716, grad_norm: 1.5775 2020-07-23 20:38:20,780 - mmaction - INFO - Epoch [4][2440/3757] lr: 9.997e-02, eta: 9 days, 3:35:46, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1430, top5_acc: 0.3508, loss_cls: 4.1523, loss: 4.1523, grad_norm: 1.5630 2020-07-23 20:38:36,548 - mmaction - INFO - Epoch [4][2460/3757] lr: 9.997e-02, eta: 9 days, 3:34:27, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1430, top5_acc: 0.3742, loss_cls: 4.1097, loss: 4.1097, grad_norm: 1.5563 2020-07-23 20:38:52,378 - mmaction - INFO - Epoch [4][2480/3757] lr: 9.997e-02, eta: 9 days, 3:33:13, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1688, top5_acc: 0.3594, loss_cls: 4.1428, loss: 4.1428, grad_norm: 1.6058 2020-07-23 20:39:08,048 - mmaction - INFO - Epoch [4][2500/3757] lr: 9.997e-02, eta: 9 days, 3:31:47, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.1461, top5_acc: 0.3586, loss_cls: 4.2077, loss: 4.2077, grad_norm: 1.5865 2020-07-23 20:39:23,849 - mmaction - INFO - Epoch [4][2520/3757] lr: 9.997e-02, eta: 9 days, 3:30:28, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1555, top5_acc: 0.3688, loss_cls: 4.1399, loss: 4.1399, grad_norm: 1.5889 2020-07-23 20:39:39,680 - mmaction - INFO - Epoch [4][2540/3757] lr: 9.997e-02, eta: 9 days, 3:29:15, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.1250, top5_acc: 0.3375, loss_cls: 4.2349, loss: 4.2349, grad_norm: 1.5762 2020-07-23 20:39:55,455 - mmaction - INFO - Epoch [4][2560/3757] lr: 9.997e-02, eta: 9 days, 3:27:57, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.1414, top5_acc: 0.3508, loss_cls: 4.2404, loss: 4.2404, grad_norm: 1.5438 2020-07-23 20:40:11,286 - mmaction - INFO - Epoch [4][2580/3757] lr: 9.997e-02, eta: 9 days, 3:26:44, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1680, top5_acc: 0.3602, loss_cls: 4.1527, loss: 4.1527, grad_norm: 1.5390 2020-07-23 20:40:27,040 - mmaction - INFO - Epoch [4][2600/3757] lr: 9.997e-02, eta: 9 days, 3:25:25, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.1406, top5_acc: 0.3672, loss_cls: 4.1581, loss: 4.1581, grad_norm: 1.5805 2020-07-23 20:40:42,770 - mmaction - INFO - Epoch [4][2620/3757] lr: 9.997e-02, eta: 9 days, 3:24:04, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.1469, top5_acc: 0.3500, loss_cls: 4.2112, loss: 4.2112, grad_norm: 1.5752 2020-07-23 20:40:58,515 - mmaction - INFO - Epoch [4][2640/3757] lr: 9.997e-02, eta: 9 days, 3:22:45, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.1516, top5_acc: 0.3594, loss_cls: 4.1906, loss: 4.1906, grad_norm: 1.5208 2020-07-23 20:41:14,353 - mmaction - INFO - Epoch [4][2660/3757] lr: 9.997e-02, eta: 9 days, 3:21:32, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1727, top5_acc: 0.3727, loss_cls: 4.1208, loss: 4.1208, grad_norm: 1.5677 2020-07-23 20:41:30,069 - mmaction - INFO - Epoch [4][2680/3757] lr: 9.997e-02, eta: 9 days, 3:20:11, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.1422, top5_acc: 0.3617, loss_cls: 4.2100, loss: 4.2100, grad_norm: 1.6098 2020-07-23 20:41:45,921 - mmaction - INFO - Epoch [4][2700/3757] lr: 9.997e-02, eta: 9 days, 3:18:59, time: 0.792, data_time: 0.002, memory: 6201, top1_acc: 0.1555, top5_acc: 0.3742, loss_cls: 4.1429, loss: 4.1429, grad_norm: 1.5610 2020-07-23 20:42:01,696 - mmaction - INFO - Epoch [4][2720/3757] lr: 9.997e-02, eta: 9 days, 3:17:43, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1734, top5_acc: 0.3828, loss_cls: 4.0484, loss: 4.0484, grad_norm: 1.5537 2020-07-23 20:42:17,470 - mmaction - INFO - Epoch [4][2740/3757] lr: 9.997e-02, eta: 9 days, 3:16:26, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1492, top5_acc: 0.3500, loss_cls: 4.2483, loss: 4.2483, grad_norm: 1.5812 2020-07-23 20:42:33,261 - mmaction - INFO - Epoch [4][2760/3757] lr: 9.997e-02, eta: 9 days, 3:15:11, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1508, top5_acc: 0.3891, loss_cls: 4.0835, loss: 4.0835, grad_norm: 1.6020 2020-07-23 20:42:49,122 - mmaction - INFO - Epoch [4][2780/3757] lr: 9.997e-02, eta: 9 days, 3:14:01, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.1648, top5_acc: 0.3508, loss_cls: 4.1782, loss: 4.1782, grad_norm: 1.5761 2020-07-23 20:43:04,922 - mmaction - INFO - Epoch [4][2800/3757] lr: 9.997e-02, eta: 9 days, 3:12:46, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1484, top5_acc: 0.3563, loss_cls: 4.1922, loss: 4.1922, grad_norm: 1.5876 2020-07-23 20:43:20,620 - mmaction - INFO - Epoch [4][2820/3757] lr: 9.997e-02, eta: 9 days, 3:11:25, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.1516, top5_acc: 0.3617, loss_cls: 4.1242, loss: 4.1242, grad_norm: 1.5469 2020-07-23 20:43:36,456 - mmaction - INFO - Epoch [4][2840/3757] lr: 9.997e-02, eta: 9 days, 3:10:14, time: 0.792, data_time: 0.001, memory: 6201, top1_acc: 0.1594, top5_acc: 0.3805, loss_cls: 4.1071, loss: 4.1071, grad_norm: 1.5896 2020-07-23 20:43:52,210 - mmaction - INFO - Epoch [4][2860/3757] lr: 9.997e-02, eta: 9 days, 3:08:56, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1484, top5_acc: 0.3477, loss_cls: 4.1603, loss: 4.1603, grad_norm: 1.6143 2020-07-23 20:44:08,077 - mmaction - INFO - Epoch [4][2880/3757] lr: 9.997e-02, eta: 9 days, 3:07:48, time: 0.794, data_time: 0.005, memory: 6201, top1_acc: 0.1680, top5_acc: 0.3844, loss_cls: 4.0880, loss: 4.0880, grad_norm: 1.5903 2020-07-23 20:44:23,858 - mmaction - INFO - Epoch [4][2900/3757] lr: 9.997e-02, eta: 9 days, 3:06:32, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.1531, top5_acc: 0.3664, loss_cls: 4.1488, loss: 4.1488, grad_norm: 1.5871 2020-07-23 20:44:39,626 - mmaction - INFO - Epoch [4][2920/3757] lr: 9.997e-02, eta: 9 days, 3:05:17, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1484, top5_acc: 0.3688, loss_cls: 4.1643, loss: 4.1643, grad_norm: 1.5601 2020-07-23 20:44:55,442 - mmaction - INFO - Epoch [4][2940/3757] lr: 9.997e-02, eta: 9 days, 3:04:05, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1422, top5_acc: 0.3398, loss_cls: 4.2790, loss: 4.2790, grad_norm: 1.6226 2020-07-23 20:45:11,286 - mmaction - INFO - Epoch [4][2960/3757] lr: 9.997e-02, eta: 9 days, 3:02:54, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.1398, top5_acc: 0.3484, loss_cls: 4.2175, loss: 4.2175, grad_norm: 1.5593 2020-07-23 20:45:27,124 - mmaction - INFO - Epoch [4][2980/3757] lr: 9.997e-02, eta: 9 days, 3:01:44, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.1711, top5_acc: 0.3633, loss_cls: 4.1208, loss: 4.1208, grad_norm: 1.5628 2020-07-23 20:45:42,849 - mmaction - INFO - Epoch [4][3000/3757] lr: 9.997e-02, eta: 9 days, 3:00:28, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1625, top5_acc: 0.3508, loss_cls: 4.1661, loss: 4.1661, grad_norm: 1.5732 2020-07-23 20:45:58,630 - mmaction - INFO - Epoch [4][3020/3757] lr: 9.997e-02, eta: 9 days, 2:59:14, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1445, top5_acc: 0.3539, loss_cls: 4.1806, loss: 4.1806, grad_norm: 1.5734 2020-07-23 20:46:14,441 - mmaction - INFO - Epoch [4][3040/3757] lr: 9.997e-02, eta: 9 days, 2:58:03, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1750, top5_acc: 0.3633, loss_cls: 4.1046, loss: 4.1046, grad_norm: 1.5803 2020-07-23 20:46:30,238 - mmaction - INFO - Epoch [4][3060/3757] lr: 9.997e-02, eta: 9 days, 2:56:49, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1625, top5_acc: 0.3719, loss_cls: 4.1319, loss: 4.1319, grad_norm: 1.6132 2020-07-23 20:46:46,038 - mmaction - INFO - Epoch [4][3080/3757] lr: 9.997e-02, eta: 9 days, 2:55:38, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1469, top5_acc: 0.3828, loss_cls: 4.1314, loss: 4.1314, grad_norm: 1.5503 2020-07-23 20:47:01,789 - mmaction - INFO - Epoch [4][3100/3757] lr: 9.997e-02, eta: 9 days, 2:54:23, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1555, top5_acc: 0.3555, loss_cls: 4.1513, loss: 4.1513, grad_norm: 1.6069 2020-07-23 20:47:17,549 - mmaction - INFO - Epoch [4][3120/3757] lr: 9.997e-02, eta: 9 days, 2:53:08, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1727, top5_acc: 0.3766, loss_cls: 4.0803, loss: 4.0803, grad_norm: 1.5780 2020-07-23 20:47:33,364 - mmaction - INFO - Epoch [4][3140/3757] lr: 9.997e-02, eta: 9 days, 2:51:58, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1461, top5_acc: 0.3500, loss_cls: 4.1878, loss: 4.1878, grad_norm: 1.5737 2020-07-23 20:47:49,155 - mmaction - INFO - Epoch [4][3160/3757] lr: 9.997e-02, eta: 9 days, 2:50:46, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1656, top5_acc: 0.3531, loss_cls: 4.1207, loss: 4.1207, grad_norm: 1.5301 2020-07-23 20:48:04,930 - mmaction - INFO - Epoch [4][3180/3757] lr: 9.997e-02, eta: 9 days, 2:49:34, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1344, top5_acc: 0.3469, loss_cls: 4.2171, loss: 4.2171, grad_norm: 1.5728 2020-07-23 20:48:20,739 - mmaction - INFO - Epoch [4][3200/3757] lr: 9.997e-02, eta: 9 days, 2:48:22, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1406, top5_acc: 0.3641, loss_cls: 4.1040, loss: 4.1040, grad_norm: 1.5776 2020-07-23 20:48:36,864 - mmaction - INFO - Epoch [4][3220/3757] lr: 9.997e-02, eta: 9 days, 2:47:33, time: 0.807, data_time: 0.023, memory: 6201, top1_acc: 0.1437, top5_acc: 0.3422, loss_cls: 4.1838, loss: 4.1838, grad_norm: 1.5597 2020-07-23 20:48:52,888 - mmaction - INFO - Epoch [4][3240/3757] lr: 9.997e-02, eta: 9 days, 2:46:37, time: 0.801, data_time: 0.016, memory: 6201, top1_acc: 0.1617, top5_acc: 0.3656, loss_cls: 4.1121, loss: 4.1121, grad_norm: 1.5800 2020-07-23 20:49:09,045 - mmaction - INFO - Epoch [4][3260/3757] lr: 9.997e-02, eta: 9 days, 2:45:50, time: 0.808, data_time: 0.021, memory: 6201, top1_acc: 0.1500, top5_acc: 0.3602, loss_cls: 4.1535, loss: 4.1535, grad_norm: 1.5622 2020-07-23 20:49:25,082 - mmaction - INFO - Epoch [4][3280/3757] lr: 9.997e-02, eta: 9 days, 2:44:55, time: 0.802, data_time: 0.015, memory: 6201, top1_acc: 0.1477, top5_acc: 0.3602, loss_cls: 4.1868, loss: 4.1868, grad_norm: 1.5926 2020-07-23 20:49:40,863 - mmaction - INFO - Epoch [4][3300/3757] lr: 9.997e-02, eta: 9 days, 2:43:42, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1656, top5_acc: 0.3805, loss_cls: 4.0413, loss: 4.0413, grad_norm: 1.5572 2020-07-23 20:49:56,672 - mmaction - INFO - Epoch [4][3320/3757] lr: 9.997e-02, eta: 9 days, 2:42:33, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1305, top5_acc: 0.3492, loss_cls: 4.2358, loss: 4.2358, grad_norm: 1.6313 2020-07-23 20:50:12,417 - mmaction - INFO - Epoch [4][3340/3757] lr: 9.997e-02, eta: 9 days, 2:41:20, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1594, top5_acc: 0.3633, loss_cls: 4.1624, loss: 4.1624, grad_norm: 1.5393 2020-07-23 20:50:28,397 - mmaction - INFO - Epoch [4][3360/3757] lr: 9.997e-02, eta: 9 days, 2:40:21, time: 0.799, data_time: 0.010, memory: 6201, top1_acc: 0.1508, top5_acc: 0.3555, loss_cls: 4.1693, loss: 4.1693, grad_norm: 1.5266 2020-07-23 20:50:44,162 - mmaction - INFO - Epoch [4][3380/3757] lr: 9.997e-02, eta: 9 days, 2:39:08, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1562, top5_acc: 0.3766, loss_cls: 4.1153, loss: 4.1153, grad_norm: 1.5813 2020-07-23 20:50:59,998 - mmaction - INFO - Epoch [4][3400/3757] lr: 9.997e-02, eta: 9 days, 2:38:01, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1609, top5_acc: 0.3680, loss_cls: 4.1934, loss: 4.1934, grad_norm: 1.5900 2020-07-23 20:51:15,737 - mmaction - INFO - Epoch [4][3420/3757] lr: 9.997e-02, eta: 9 days, 2:36:48, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.1641, top5_acc: 0.3703, loss_cls: 4.0985, loss: 4.0985, grad_norm: 1.5835 2020-07-23 20:51:31,539 - mmaction - INFO - Epoch [4][3440/3757] lr: 9.997e-02, eta: 9 days, 2:35:39, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1648, top5_acc: 0.3555, loss_cls: 4.1457, loss: 4.1457, grad_norm: 1.6252 2020-07-23 20:51:47,314 - mmaction - INFO - Epoch [4][3460/3757] lr: 9.997e-02, eta: 9 days, 2:34:28, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1602, top5_acc: 0.3563, loss_cls: 4.1412, loss: 4.1412, grad_norm: 1.5449 2020-07-23 20:52:03,063 - mmaction - INFO - Epoch [4][3480/3757] lr: 9.997e-02, eta: 9 days, 2:33:16, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1734, top5_acc: 0.3812, loss_cls: 4.1187, loss: 4.1187, grad_norm: 1.5755 2020-07-23 20:52:18,796 - mmaction - INFO - Epoch [4][3500/3757] lr: 9.997e-02, eta: 9 days, 2:32:03, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1391, top5_acc: 0.3609, loss_cls: 4.1589, loss: 4.1589, grad_norm: 1.5547 2020-07-23 20:52:34,647 - mmaction - INFO - Epoch [4][3520/3757] lr: 9.997e-02, eta: 9 days, 2:30:56, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1602, top5_acc: 0.3859, loss_cls: 4.1060, loss: 4.1060, grad_norm: 1.5689 2020-07-23 20:52:50,500 - mmaction - INFO - Epoch [4][3540/3757] lr: 9.997e-02, eta: 9 days, 2:29:52, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.1672, top5_acc: 0.3672, loss_cls: 4.1069, loss: 4.1069, grad_norm: 1.5759 2020-07-23 20:53:06,210 - mmaction - INFO - Epoch [4][3560/3757] lr: 9.997e-02, eta: 9 days, 2:28:38, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.1453, top5_acc: 0.3727, loss_cls: 4.0770, loss: 4.0770, grad_norm: 1.5771 2020-07-23 20:53:22,047 - mmaction - INFO - Epoch [4][3580/3757] lr: 9.997e-02, eta: 9 days, 2:27:31, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1648, top5_acc: 0.3727, loss_cls: 4.1252, loss: 4.1252, grad_norm: 1.6103 2020-07-23 20:53:37,778 - mmaction - INFO - Epoch [4][3600/3757] lr: 9.997e-02, eta: 9 days, 2:26:19, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.1602, top5_acc: 0.3641, loss_cls: 4.1301, loss: 4.1301, grad_norm: 1.5825 2020-07-23 20:53:53,601 - mmaction - INFO - Epoch [4][3620/3757] lr: 9.997e-02, eta: 9 days, 2:25:13, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1500, top5_acc: 0.3516, loss_cls: 4.1998, loss: 4.1998, grad_norm: 1.5969 2020-07-23 20:54:09,321 - mmaction - INFO - Epoch [4][3640/3757] lr: 9.997e-02, eta: 9 days, 2:23:59, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.1523, top5_acc: 0.3523, loss_cls: 4.1630, loss: 4.1630, grad_norm: 1.6252 2020-07-23 20:54:25,141 - mmaction - INFO - Epoch [4][3660/3757] lr: 9.997e-02, eta: 9 days, 2:22:52, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1516, top5_acc: 0.3672, loss_cls: 4.1533, loss: 4.1533, grad_norm: 1.5779 2020-07-23 20:54:40,932 - mmaction - INFO - Epoch [4][3680/3757] lr: 9.997e-02, eta: 9 days, 2:21:44, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1750, top5_acc: 0.3609, loss_cls: 4.0999, loss: 4.0999, grad_norm: 1.5855 2020-07-23 20:54:56,754 - mmaction - INFO - Epoch [4][3700/3757] lr: 9.997e-02, eta: 9 days, 2:20:39, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1484, top5_acc: 0.3766, loss_cls: 4.1116, loss: 4.1116, grad_norm: 1.5892 2020-07-23 20:55:12,508 - mmaction - INFO - Epoch [4][3720/3757] lr: 9.997e-02, eta: 9 days, 2:19:28, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1602, top5_acc: 0.3586, loss_cls: 4.1034, loss: 4.1034, grad_norm: 1.6022 2020-07-23 20:55:28,254 - mmaction - INFO - Epoch [4][3740/3757] lr: 9.997e-02, eta: 9 days, 2:18:17, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.1523, top5_acc: 0.3672, loss_cls: 4.1403, loss: 4.1403, grad_norm: 1.5873 2020-07-23 20:55:45,901 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-07-23 20:58:42,391 - mmaction - INFO - Epoch [5][20/3757] lr: 9.994e-02, eta: 9 days, 4:49:31, time: 8.772, data_time: 7.890, memory: 6201, top1_acc: 0.1547, top5_acc: 0.3711, loss_cls: 4.1488, loss: 4.1488, grad_norm: 1.6110 2020-07-23 20:58:58,585 - mmaction - INFO - Epoch [5][40/3757] lr: 9.994e-02, eta: 9 days, 4:48:37, time: 0.810, data_time: 0.012, memory: 6201, top1_acc: 0.1625, top5_acc: 0.3953, loss_cls: 4.0056, loss: 4.0056, grad_norm: 1.6155 2020-07-23 20:59:14,333 - mmaction - INFO - Epoch [5][60/3757] lr: 9.994e-02, eta: 9 days, 4:47:13, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.1609, top5_acc: 0.3547, loss_cls: 4.1521, loss: 4.1521, grad_norm: 1.6651 2020-07-23 20:59:30,055 - mmaction - INFO - Epoch [5][80/3757] lr: 9.994e-02, eta: 9 days, 4:45:50, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.1602, top5_acc: 0.3805, loss_cls: 4.0857, loss: 4.0857, grad_norm: 1.5711 2020-07-23 20:59:45,859 - mmaction - INFO - Epoch [5][100/3757] lr: 9.994e-02, eta: 9 days, 4:44:32, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.1531, top5_acc: 0.3336, loss_cls: 4.1539, loss: 4.1539, grad_norm: 1.5848 2020-07-23 21:00:01,700 - mmaction - INFO - Epoch [5][120/3757] lr: 9.994e-02, eta: 9 days, 4:43:16, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1500, top5_acc: 0.3594, loss_cls: 4.1393, loss: 4.1393, grad_norm: 1.5939 2020-07-23 21:00:22,577 - mmaction - INFO - Epoch [5][140/3757] lr: 9.994e-02, eta: 9 days, 4:47:11, time: 1.041, data_time: 0.001, memory: 6201, top1_acc: 0.1547, top5_acc: 0.3563, loss_cls: 4.1259, loss: 4.1259, grad_norm: 1.5657 2020-07-23 21:00:38,382 - mmaction - INFO - Epoch [5][160/3757] lr: 9.994e-02, eta: 9 days, 4:45:56, time: 0.793, data_time: 0.006, memory: 6201, top1_acc: 0.1492, top5_acc: 0.3641, loss_cls: 4.1301, loss: 4.1301, grad_norm: 1.6038 2020-07-23 21:00:54,150 - mmaction - INFO - Epoch [5][180/3757] lr: 9.994e-02, eta: 9 days, 4:44:35, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1617, top5_acc: 0.3719, loss_cls: 4.0865, loss: 4.0865, grad_norm: 1.5853 2020-07-23 21:01:09,965 - mmaction - INFO - Epoch [5][200/3757] lr: 9.994e-02, eta: 9 days, 4:43:18, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1547, top5_acc: 0.3797, loss_cls: 4.0608, loss: 4.0608, grad_norm: 1.6213 2020-07-23 21:01:25,777 - mmaction - INFO - Epoch [5][220/3757] lr: 9.994e-02, eta: 9 days, 4:42:00, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1594, top5_acc: 0.3656, loss_cls: 4.1351, loss: 4.1351, grad_norm: 1.6731 2020-07-23 21:01:41,492 - mmaction - INFO - Epoch [5][240/3757] lr: 9.994e-02, eta: 9 days, 4:40:37, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.1406, top5_acc: 0.3477, loss_cls: 4.1595, loss: 4.1595, grad_norm: 1.6217 2020-07-23 21:01:57,310 - mmaction - INFO - Epoch [5][260/3757] lr: 9.994e-02, eta: 9 days, 4:39:20, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1656, top5_acc: 0.3688, loss_cls: 4.1056, loss: 4.1056, grad_norm: 1.5816 2020-07-23 21:02:13,108 - mmaction - INFO - Epoch [5][280/3757] lr: 9.994e-02, eta: 9 days, 4:38:02, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1633, top5_acc: 0.3695, loss_cls: 4.1239, loss: 4.1239, grad_norm: 1.5576 2020-07-23 21:02:28,840 - mmaction - INFO - Epoch [5][300/3757] lr: 9.994e-02, eta: 9 days, 4:36:40, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1648, top5_acc: 0.3758, loss_cls: 4.0518, loss: 4.0518, grad_norm: 1.5923 2020-07-23 21:02:44,574 - mmaction - INFO - Epoch [5][320/3757] lr: 9.994e-02, eta: 9 days, 4:35:19, time: 0.786, data_time: 0.004, memory: 6201, top1_acc: 0.1477, top5_acc: 0.3664, loss_cls: 4.1469, loss: 4.1469, grad_norm: 1.6107 2020-07-23 21:03:00,375 - mmaction - INFO - Epoch [5][340/3757] lr: 9.994e-02, eta: 9 days, 4:34:02, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1898, top5_acc: 0.4078, loss_cls: 3.9262, loss: 3.9262, grad_norm: 1.6247 2020-07-23 21:03:16,196 - mmaction - INFO - Epoch [5][360/3757] lr: 9.994e-02, eta: 9 days, 4:32:46, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1867, top5_acc: 0.4023, loss_cls: 4.0424, loss: 4.0424, grad_norm: 1.6752 2020-07-23 21:03:32,065 - mmaction - INFO - Epoch [5][380/3757] lr: 9.994e-02, eta: 9 days, 4:31:33, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.1539, top5_acc: 0.3828, loss_cls: 4.0823, loss: 4.0823, grad_norm: 1.6589 2020-07-23 21:03:47,802 - mmaction - INFO - Epoch [5][400/3757] lr: 9.994e-02, eta: 9 days, 4:30:13, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1391, top5_acc: 0.3586, loss_cls: 4.1707, loss: 4.1707, grad_norm: 1.6445 2020-07-23 21:04:03,600 - mmaction - INFO - Epoch [5][420/3757] lr: 9.994e-02, eta: 9 days, 4:28:56, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1695, top5_acc: 0.3781, loss_cls: 4.0353, loss: 4.0353, grad_norm: 1.5822 2020-07-23 21:04:19,372 - mmaction - INFO - Epoch [5][440/3757] lr: 9.994e-02, eta: 9 days, 4:27:38, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.1477, top5_acc: 0.3859, loss_cls: 4.1077, loss: 4.1077, grad_norm: 1.6350 2020-07-23 21:04:35,090 - mmaction - INFO - Epoch [5][460/3757] lr: 9.994e-02, eta: 9 days, 4:26:16, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.1656, top5_acc: 0.4047, loss_cls: 3.9957, loss: 3.9957, grad_norm: 1.5924 2020-07-23 21:04:50,930 - mmaction - INFO - Epoch [5][480/3757] lr: 9.994e-02, eta: 9 days, 4:25:03, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.1391, top5_acc: 0.3516, loss_cls: 4.1827, loss: 4.1827, grad_norm: 1.6322 2020-07-23 21:05:06,741 - mmaction - INFO - Epoch [5][500/3757] lr: 9.994e-02, eta: 9 days, 4:23:47, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1562, top5_acc: 0.3734, loss_cls: 4.0627, loss: 4.0627, grad_norm: 1.6077 2020-07-23 21:05:22,458 - mmaction - INFO - Epoch [5][520/3757] lr: 9.994e-02, eta: 9 days, 4:22:27, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.1508, top5_acc: 0.3664, loss_cls: 4.0869, loss: 4.0869, grad_norm: 1.6116 2020-07-23 21:05:38,202 - mmaction - INFO - Epoch [5][540/3757] lr: 9.994e-02, eta: 9 days, 4:21:08, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1703, top5_acc: 0.3812, loss_cls: 4.0366, loss: 4.0366, grad_norm: 1.6148 2020-07-23 21:05:53,960 - mmaction - INFO - Epoch [5][560/3757] lr: 9.994e-02, eta: 9 days, 4:19:50, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1758, top5_acc: 0.4016, loss_cls: 4.0408, loss: 4.0408, grad_norm: 1.6608 2020-07-23 21:06:09,688 - mmaction - INFO - Epoch [5][580/3757] lr: 9.994e-02, eta: 9 days, 4:18:30, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.1664, top5_acc: 0.3859, loss_cls: 4.0754, loss: 4.0754, grad_norm: 1.6419 2020-07-23 21:06:25,448 - mmaction - INFO - Epoch [5][600/3757] lr: 9.994e-02, eta: 9 days, 4:17:12, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1625, top5_acc: 0.3859, loss_cls: 4.0350, loss: 4.0350, grad_norm: 1.6485 2020-07-23 21:06:41,322 - mmaction - INFO - Epoch [5][620/3757] lr: 9.994e-02, eta: 9 days, 4:16:02, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.1773, top5_acc: 0.3984, loss_cls: 3.9788, loss: 3.9788, grad_norm: 1.6432 2020-07-23 21:06:57,048 - mmaction - INFO - Epoch [5][640/3757] lr: 9.994e-02, eta: 9 days, 4:14:43, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.1516, top5_acc: 0.3547, loss_cls: 4.1903, loss: 4.1903, grad_norm: 1.6628 2020-07-23 21:07:12,917 - mmaction - INFO - Epoch [5][660/3757] lr: 9.994e-02, eta: 9 days, 4:13:32, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.1562, top5_acc: 0.3625, loss_cls: 4.1194, loss: 4.1194, grad_norm: 1.6007 2020-07-23 21:07:28,660 - mmaction - INFO - Epoch [5][680/3757] lr: 9.994e-02, eta: 9 days, 4:12:13, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.1562, top5_acc: 0.3469, loss_cls: 4.2156, loss: 4.2156, grad_norm: 1.6060 2020-07-23 21:07:44,442 - mmaction - INFO - Epoch [5][700/3757] lr: 9.994e-02, eta: 9 days, 4:10:59, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1797, top5_acc: 0.3961, loss_cls: 4.0032, loss: 4.0032, grad_norm: 1.5683 2020-07-23 21:08:00,243 - mmaction - INFO - Epoch [5][720/3757] lr: 9.994e-02, eta: 9 days, 4:09:44, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1672, top5_acc: 0.3898, loss_cls: 4.0412, loss: 4.0412, grad_norm: 1.6285 2020-07-23 21:08:15,983 - mmaction - INFO - Epoch [5][740/3757] lr: 9.994e-02, eta: 9 days, 4:08:27, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1742, top5_acc: 0.3898, loss_cls: 4.0614, loss: 4.0614, grad_norm: 1.6451 2020-07-23 21:08:31,781 - mmaction - INFO - Epoch [5][760/3757] lr: 9.994e-02, eta: 9 days, 4:07:13, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1680, top5_acc: 0.3937, loss_cls: 4.0933, loss: 4.0933, grad_norm: 1.6188 2020-07-23 21:08:47,540 - mmaction - INFO - Epoch [5][780/3757] lr: 9.994e-02, eta: 9 days, 4:05:57, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1625, top5_acc: 0.3719, loss_cls: 4.1149, loss: 4.1149, grad_norm: 1.5934 2020-07-23 21:09:03,417 - mmaction - INFO - Epoch [5][800/3757] lr: 9.994e-02, eta: 9 days, 4:04:47, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.1586, top5_acc: 0.3555, loss_cls: 4.1634, loss: 4.1634, grad_norm: 1.5778 2020-07-23 21:09:19,160 - mmaction - INFO - Epoch [5][820/3757] lr: 9.994e-02, eta: 9 days, 4:03:30, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1547, top5_acc: 0.3703, loss_cls: 4.0898, loss: 4.0898, grad_norm: 1.6171 2020-07-23 21:09:34,927 - mmaction - INFO - Epoch [5][840/3757] lr: 9.994e-02, eta: 9 days, 4:02:15, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1562, top5_acc: 0.3711, loss_cls: 4.0573, loss: 4.0573, grad_norm: 1.6374 2020-07-23 21:09:50,678 - mmaction - INFO - Epoch [5][860/3757] lr: 9.994e-02, eta: 9 days, 4:00:59, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1609, top5_acc: 0.3742, loss_cls: 4.0418, loss: 4.0418, grad_norm: 1.6080 2020-07-23 21:10:06,518 - mmaction - INFO - Epoch [5][880/3757] lr: 9.994e-02, eta: 9 days, 3:59:48, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1578, top5_acc: 0.3758, loss_cls: 4.0549, loss: 4.0549, grad_norm: 1.6380 2020-07-23 21:10:22,227 - mmaction - INFO - Epoch [5][900/3757] lr: 9.994e-02, eta: 9 days, 3:58:30, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.1867, top5_acc: 0.4039, loss_cls: 3.9328, loss: 3.9328, grad_norm: 1.6184 2020-07-23 21:10:37,915 - mmaction - INFO - Epoch [5][920/3757] lr: 9.994e-02, eta: 9 days, 3:57:11, time: 0.784, data_time: 0.003, memory: 6201, top1_acc: 0.1680, top5_acc: 0.3945, loss_cls: 4.0395, loss: 4.0395, grad_norm: 1.6510 2020-07-23 21:10:53,666 - mmaction - INFO - Epoch [5][940/3757] lr: 9.994e-02, eta: 9 days, 3:55:55, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1672, top5_acc: 0.3969, loss_cls: 4.0324, loss: 4.0324, grad_norm: 1.6279 2020-07-23 21:11:09,483 - mmaction - INFO - Epoch [5][960/3757] lr: 9.994e-02, eta: 9 days, 3:54:41, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1594, top5_acc: 0.3937, loss_cls: 4.0439, loss: 4.0439, grad_norm: 1.6637 2020-07-23 21:11:25,269 - mmaction - INFO - Epoch [5][980/3757] lr: 9.994e-02, eta: 9 days, 3:53:31, time: 0.791, data_time: 0.005, memory: 6201, top1_acc: 0.1641, top5_acc: 0.3758, loss_cls: 4.1387, loss: 4.1387, grad_norm: 1.6049 2020-07-23 21:11:41,149 - mmaction - INFO - Epoch [5][1000/3757] lr: 9.994e-02, eta: 9 days, 3:52:23, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.1648, top5_acc: 0.3992, loss_cls: 3.9907, loss: 3.9907, grad_norm: 1.6232 2020-07-23 21:11:56,942 - mmaction - INFO - Epoch [5][1020/3757] lr: 9.994e-02, eta: 9 days, 3:51:10, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1656, top5_acc: 0.3688, loss_cls: 4.1056, loss: 4.1056, grad_norm: 1.7427 2020-07-23 21:12:12,700 - mmaction - INFO - Epoch [5][1040/3757] lr: 9.994e-02, eta: 9 days, 3:49:55, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1578, top5_acc: 0.3758, loss_cls: 4.0852, loss: 4.0852, grad_norm: 1.6279 2020-07-23 21:12:28,462 - mmaction - INFO - Epoch [5][1060/3757] lr: 9.994e-02, eta: 9 days, 3:48:42, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1672, top5_acc: 0.3797, loss_cls: 4.0351, loss: 4.0351, grad_norm: 1.6008 2020-07-23 21:12:44,292 - mmaction - INFO - Epoch [5][1080/3757] lr: 9.994e-02, eta: 9 days, 3:47:32, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1578, top5_acc: 0.3711, loss_cls: 4.0797, loss: 4.0797, grad_norm: 1.6084 2020-07-23 21:12:59,971 - mmaction - INFO - Epoch [5][1100/3757] lr: 9.994e-02, eta: 9 days, 3:46:13, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.1789, top5_acc: 0.3953, loss_cls: 3.9813, loss: 3.9813, grad_norm: 1.6158 2020-07-23 21:13:15,767 - mmaction - INFO - Epoch [5][1120/3757] lr: 9.994e-02, eta: 9 days, 3:45:00, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1773, top5_acc: 0.3914, loss_cls: 4.0296, loss: 4.0296, grad_norm: 1.6552 2020-07-23 21:13:31,540 - mmaction - INFO - Epoch [5][1140/3757] lr: 9.994e-02, eta: 9 days, 3:43:49, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1680, top5_acc: 0.3906, loss_cls: 4.0057, loss: 4.0057, grad_norm: 1.6596 2020-07-23 21:13:47,267 - mmaction - INFO - Epoch [5][1160/3757] lr: 9.994e-02, eta: 9 days, 3:42:34, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.1820, top5_acc: 0.3711, loss_cls: 4.0407, loss: 4.0407, grad_norm: 1.6128 2020-07-23 21:14:03,081 - mmaction - INFO - Epoch [5][1180/3757] lr: 9.994e-02, eta: 9 days, 3:41:23, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1531, top5_acc: 0.3672, loss_cls: 4.1173, loss: 4.1173, grad_norm: 1.6592 2020-07-23 21:14:18,884 - mmaction - INFO - Epoch [5][1200/3757] lr: 9.994e-02, eta: 9 days, 3:40:13, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1664, top5_acc: 0.3875, loss_cls: 4.0844, loss: 4.0844, grad_norm: 1.6169 2020-07-23 21:14:34,681 - mmaction - INFO - Epoch [5][1220/3757] lr: 9.994e-02, eta: 9 days, 3:39:02, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1734, top5_acc: 0.3992, loss_cls: 4.0752, loss: 4.0752, grad_norm: 1.6134 2020-07-23 21:14:50,413 - mmaction - INFO - Epoch [5][1240/3757] lr: 9.994e-02, eta: 9 days, 3:37:48, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1703, top5_acc: 0.4078, loss_cls: 4.0178, loss: 4.0178, grad_norm: 1.6404 2020-07-23 21:15:06,237 - mmaction - INFO - Epoch [5][1260/3757] lr: 9.994e-02, eta: 9 days, 3:36:38, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1648, top5_acc: 0.3906, loss_cls: 4.0309, loss: 4.0309, grad_norm: 1.6344 2020-07-23 21:15:21,965 - mmaction - INFO - Epoch [5][1280/3757] lr: 9.994e-02, eta: 9 days, 3:35:24, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.1664, top5_acc: 0.3891, loss_cls: 4.0029, loss: 4.0029, grad_norm: 1.6724 2020-07-23 21:15:37,738 - mmaction - INFO - Epoch [5][1300/3757] lr: 9.994e-02, eta: 9 days, 3:34:13, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1695, top5_acc: 0.4023, loss_cls: 3.9923, loss: 3.9923, grad_norm: 1.6489 2020-07-23 21:15:53,600 - mmaction - INFO - Epoch [5][1320/3757] lr: 9.994e-02, eta: 9 days, 3:33:05, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1617, top5_acc: 0.3719, loss_cls: 4.0984, loss: 4.0984, grad_norm: 1.6841 2020-07-23 21:16:09,374 - mmaction - INFO - Epoch [5][1340/3757] lr: 9.994e-02, eta: 9 days, 3:31:54, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1750, top5_acc: 0.3984, loss_cls: 4.0206, loss: 4.0206, grad_norm: 1.6355 2020-07-23 21:16:25,185 - mmaction - INFO - Epoch [5][1360/3757] lr: 9.994e-02, eta: 9 days, 3:30:46, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1664, top5_acc: 0.3742, loss_cls: 4.0417, loss: 4.0417, grad_norm: 1.6597 2020-07-23 21:16:40,952 - mmaction - INFO - Epoch [5][1380/3757] lr: 9.994e-02, eta: 9 days, 3:29:34, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1672, top5_acc: 0.3797, loss_cls: 4.0774, loss: 4.0774, grad_norm: 1.6678 2020-07-23 21:16:56,747 - mmaction - INFO - Epoch [5][1400/3757] lr: 9.994e-02, eta: 9 days, 3:28:25, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1594, top5_acc: 0.3633, loss_cls: 4.0871, loss: 4.0871, grad_norm: 1.5892 2020-07-23 21:17:12,520 - mmaction - INFO - Epoch [5][1420/3757] lr: 9.994e-02, eta: 9 days, 3:27:13, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1695, top5_acc: 0.3758, loss_cls: 4.0228, loss: 4.0228, grad_norm: 1.6152 2020-07-23 21:17:28,340 - mmaction - INFO - Epoch [5][1440/3757] lr: 9.994e-02, eta: 9 days, 3:26:05, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1648, top5_acc: 0.3820, loss_cls: 4.0148, loss: 4.0148, grad_norm: 1.6541 2020-07-23 21:17:44,090 - mmaction - INFO - Epoch [5][1460/3757] lr: 9.994e-02, eta: 9 days, 3:24:54, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1602, top5_acc: 0.3828, loss_cls: 4.1046, loss: 4.1046, grad_norm: 1.6408 2020-07-23 21:17:59,829 - mmaction - INFO - Epoch [5][1480/3757] lr: 9.994e-02, eta: 9 days, 3:23:41, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1773, top5_acc: 0.3844, loss_cls: 4.0118, loss: 4.0118, grad_norm: 1.6261 2020-07-23 21:18:15,566 - mmaction - INFO - Epoch [5][1500/3757] lr: 9.994e-02, eta: 9 days, 3:22:29, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1656, top5_acc: 0.3969, loss_cls: 4.0503, loss: 4.0503, grad_norm: 1.6378 2020-07-23 21:18:31,304 - mmaction - INFO - Epoch [5][1520/3757] lr: 9.994e-02, eta: 9 days, 3:21:17, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1906, top5_acc: 0.3977, loss_cls: 3.9391, loss: 3.9391, grad_norm: 1.6263 2020-07-23 21:18:47,089 - mmaction - INFO - Epoch [5][1540/3757] lr: 9.994e-02, eta: 9 days, 3:20:06, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1578, top5_acc: 0.3789, loss_cls: 4.0323, loss: 4.0323, grad_norm: 1.6315 2020-07-23 21:19:02,761 - mmaction - INFO - Epoch [5][1560/3757] lr: 9.994e-02, eta: 9 days, 3:18:50, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.1719, top5_acc: 0.3836, loss_cls: 4.0334, loss: 4.0334, grad_norm: 1.6241 2020-07-23 21:19:18,552 - mmaction - INFO - Epoch [5][1580/3757] lr: 9.994e-02, eta: 9 days, 3:17:42, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1766, top5_acc: 0.3805, loss_cls: 4.0740, loss: 4.0740, grad_norm: 1.6566 2020-07-23 21:19:34,360 - mmaction - INFO - Epoch [5][1600/3757] lr: 9.994e-02, eta: 9 days, 3:16:34, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1484, top5_acc: 0.3664, loss_cls: 4.1148, loss: 4.1148, grad_norm: 1.6249 2020-07-23 21:19:50,125 - mmaction - INFO - Epoch [5][1620/3757] lr: 9.994e-02, eta: 9 days, 3:15:25, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1930, top5_acc: 0.3961, loss_cls: 3.9706, loss: 3.9706, grad_norm: 1.6310 2020-07-23 21:20:05,977 - mmaction - INFO - Epoch [5][1640/3757] lr: 9.994e-02, eta: 9 days, 3:14:20, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2016, top5_acc: 0.4086, loss_cls: 3.9988, loss: 3.9988, grad_norm: 1.6604 2020-07-23 21:20:21,678 - mmaction - INFO - Epoch [5][1660/3757] lr: 9.994e-02, eta: 9 days, 3:13:05, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.1555, top5_acc: 0.3961, loss_cls: 4.0073, loss: 4.0073, grad_norm: 1.6166 2020-07-23 21:20:37,497 - mmaction - INFO - Epoch [5][1680/3757] lr: 9.994e-02, eta: 9 days, 3:12:00, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.1766, top5_acc: 0.4055, loss_cls: 3.9537, loss: 3.9537, grad_norm: 1.6554 2020-07-23 21:20:53,271 - mmaction - INFO - Epoch [5][1700/3757] lr: 9.994e-02, eta: 9 days, 3:10:51, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1617, top5_acc: 0.3656, loss_cls: 4.0651, loss: 4.0651, grad_norm: 1.6649 2020-07-23 21:21:09,129 - mmaction - INFO - Epoch [5][1720/3757] lr: 9.994e-02, eta: 9 days, 3:09:46, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1656, top5_acc: 0.3750, loss_cls: 4.0955, loss: 4.0955, grad_norm: 1.6446 2020-07-23 21:21:24,935 - mmaction - INFO - Epoch [5][1740/3757] lr: 9.994e-02, eta: 9 days, 3:08:39, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1914, top5_acc: 0.4203, loss_cls: 3.8971, loss: 3.8971, grad_norm: 1.5957 2020-07-23 21:21:40,724 - mmaction - INFO - Epoch [5][1760/3757] lr: 9.994e-02, eta: 9 days, 3:07:32, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1641, top5_acc: 0.3773, loss_cls: 4.0395, loss: 4.0395, grad_norm: 1.6817 2020-07-23 21:21:56,513 - mmaction - INFO - Epoch [5][1780/3757] lr: 9.994e-02, eta: 9 days, 3:06:24, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1750, top5_acc: 0.3844, loss_cls: 4.0234, loss: 4.0234, grad_norm: 1.6683 2020-07-23 21:22:12,247 - mmaction - INFO - Epoch [5][1800/3757] lr: 9.994e-02, eta: 9 days, 3:05:13, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.1812, top5_acc: 0.3977, loss_cls: 4.0273, loss: 4.0273, grad_norm: 1.6463 2020-07-23 21:22:28,049 - mmaction - INFO - Epoch [5][1820/3757] lr: 9.994e-02, eta: 9 days, 3:04:07, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1797, top5_acc: 0.3875, loss_cls: 4.0730, loss: 4.0730, grad_norm: 1.6684 2020-07-23 21:22:43,811 - mmaction - INFO - Epoch [5][1840/3757] lr: 9.994e-02, eta: 9 days, 3:02:58, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1758, top5_acc: 0.4102, loss_cls: 3.9530, loss: 3.9530, grad_norm: 1.6524 2020-07-23 21:22:59,495 - mmaction - INFO - Epoch [5][1860/3757] lr: 9.994e-02, eta: 9 days, 3:01:45, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.1812, top5_acc: 0.3914, loss_cls: 3.9818, loss: 3.9818, grad_norm: 1.6503 2020-07-23 21:23:15,230 - mmaction - INFO - Epoch [5][1880/3757] lr: 9.994e-02, eta: 9 days, 3:00:35, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.1945, top5_acc: 0.4016, loss_cls: 3.9461, loss: 3.9461, grad_norm: 1.6689 2020-07-23 21:23:31,012 - mmaction - INFO - Epoch [5][1900/3757] lr: 9.994e-02, eta: 9 days, 2:59:27, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1797, top5_acc: 0.3945, loss_cls: 3.9761, loss: 3.9761, grad_norm: 1.6761 2020-07-23 21:23:46,791 - mmaction - INFO - Epoch [5][1920/3757] lr: 9.994e-02, eta: 9 days, 2:58:21, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1859, top5_acc: 0.3867, loss_cls: 3.9663, loss: 3.9663, grad_norm: 1.6533 2020-07-23 21:24:02,533 - mmaction - INFO - Epoch [5][1940/3757] lr: 9.994e-02, eta: 9 days, 2:57:11, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.1688, top5_acc: 0.3820, loss_cls: 4.0914, loss: 4.0914, grad_norm: 1.6671 2020-07-23 21:24:18,272 - mmaction - INFO - Epoch [5][1960/3757] lr: 9.994e-02, eta: 9 days, 2:56:02, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1695, top5_acc: 0.3773, loss_cls: 4.0904, loss: 4.0904, grad_norm: 1.6691 2020-07-23 21:24:34,077 - mmaction - INFO - Epoch [5][1980/3757] lr: 9.994e-02, eta: 9 days, 2:54:56, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1922, top5_acc: 0.3992, loss_cls: 3.9935, loss: 3.9935, grad_norm: 1.6339 2020-07-23 21:24:49,904 - mmaction - INFO - Epoch [5][2000/3757] lr: 9.994e-02, eta: 9 days, 2:53:52, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1742, top5_acc: 0.3742, loss_cls: 4.0889, loss: 4.0889, grad_norm: 1.6406 2020-07-23 21:25:05,670 - mmaction - INFO - Epoch [5][2020/3757] lr: 9.994e-02, eta: 9 days, 2:52:44, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1695, top5_acc: 0.4016, loss_cls: 4.0470, loss: 4.0470, grad_norm: 1.6278 2020-07-23 21:25:21,345 - mmaction - INFO - Epoch [5][2040/3757] lr: 9.994e-02, eta: 9 days, 2:51:33, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.1562, top5_acc: 0.3664, loss_cls: 4.0738, loss: 4.0738, grad_norm: 1.6145 2020-07-23 21:25:37,134 - mmaction - INFO - Epoch [5][2060/3757] lr: 9.994e-02, eta: 9 days, 2:50:26, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1750, top5_acc: 0.3758, loss_cls: 4.0603, loss: 4.0603, grad_norm: 1.6179 2020-07-23 21:25:52,908 - mmaction - INFO - Epoch [5][2080/3757] lr: 9.994e-02, eta: 9 days, 2:49:19, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1742, top5_acc: 0.3789, loss_cls: 4.0635, loss: 4.0635, grad_norm: 1.6300 2020-07-23 21:26:08,625 - mmaction - INFO - Epoch [5][2100/3757] lr: 9.994e-02, eta: 9 days, 2:48:10, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.1609, top5_acc: 0.3852, loss_cls: 4.0259, loss: 4.0259, grad_norm: 1.6048 2020-07-23 21:26:24,412 - mmaction - INFO - Epoch [5][2120/3757] lr: 9.994e-02, eta: 9 days, 2:47:04, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.1758, top5_acc: 0.3969, loss_cls: 3.9508, loss: 3.9508, grad_norm: 1.6770 2020-07-23 21:26:40,169 - mmaction - INFO - Epoch [5][2140/3757] lr: 9.994e-02, eta: 9 days, 2:45:56, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1531, top5_acc: 0.3898, loss_cls: 4.0556, loss: 4.0556, grad_norm: 1.6408 2020-07-23 21:26:55,994 - mmaction - INFO - Epoch [5][2160/3757] lr: 9.994e-02, eta: 9 days, 2:44:53, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1820, top5_acc: 0.3961, loss_cls: 3.9690, loss: 3.9690, grad_norm: 1.6370 2020-07-23 21:27:11,762 - mmaction - INFO - Epoch [5][2180/3757] lr: 9.994e-02, eta: 9 days, 2:43:48, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1812, top5_acc: 0.3883, loss_cls: 3.9755, loss: 3.9755, grad_norm: 1.6439 2020-07-23 21:27:27,531 - mmaction - INFO - Epoch [5][2200/3757] lr: 9.994e-02, eta: 9 days, 2:42:41, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1680, top5_acc: 0.3898, loss_cls: 4.0779, loss: 4.0779, grad_norm: 1.6685 2020-07-23 21:27:43,348 - mmaction - INFO - Epoch [5][2220/3757] lr: 9.994e-02, eta: 9 days, 2:41:37, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1914, top5_acc: 0.4094, loss_cls: 3.9061, loss: 3.9061, grad_norm: 1.6915 2020-07-23 21:27:59,133 - mmaction - INFO - Epoch [5][2240/3757] lr: 9.994e-02, eta: 9 days, 2:40:32, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1812, top5_acc: 0.3914, loss_cls: 3.9606, loss: 3.9606, grad_norm: 1.6749 2020-07-23 21:28:14,910 - mmaction - INFO - Epoch [5][2260/3757] lr: 9.994e-02, eta: 9 days, 2:39:27, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1633, top5_acc: 0.3711, loss_cls: 4.1128, loss: 4.1128, grad_norm: 1.6940 2020-07-23 21:28:30,714 - mmaction - INFO - Epoch [5][2280/3757] lr: 9.994e-02, eta: 9 days, 2:38:23, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1711, top5_acc: 0.3812, loss_cls: 4.0248, loss: 4.0248, grad_norm: 1.6000 2020-07-23 21:28:46,518 - mmaction - INFO - Epoch [5][2300/3757] lr: 9.994e-02, eta: 9 days, 2:37:19, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1656, top5_acc: 0.3820, loss_cls: 4.0646, loss: 4.0646, grad_norm: 1.6421 2020-07-23 21:29:02,295 - mmaction - INFO - Epoch [5][2320/3757] lr: 9.994e-02, eta: 9 days, 2:36:14, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1703, top5_acc: 0.3766, loss_cls: 4.1072, loss: 4.1072, grad_norm: 1.6186 2020-07-23 21:29:18,067 - mmaction - INFO - Epoch [5][2340/3757] lr: 9.994e-02, eta: 9 days, 2:35:09, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1656, top5_acc: 0.3937, loss_cls: 3.9792, loss: 3.9792, grad_norm: 1.6196 2020-07-23 21:29:33,825 - mmaction - INFO - Epoch [5][2360/3757] lr: 9.994e-02, eta: 9 days, 2:34:03, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1680, top5_acc: 0.3875, loss_cls: 4.0153, loss: 4.0153, grad_norm: 1.6175 2020-07-23 21:29:49,631 - mmaction - INFO - Epoch [5][2380/3757] lr: 9.994e-02, eta: 9 days, 2:33:00, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1898, top5_acc: 0.4156, loss_cls: 3.9181, loss: 3.9181, grad_norm: 1.6328 2020-07-23 21:30:05,392 - mmaction - INFO - Epoch [5][2400/3757] lr: 9.994e-02, eta: 9 days, 2:31:54, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1898, top5_acc: 0.3867, loss_cls: 3.9516, loss: 3.9516, grad_norm: 1.6911 2020-07-23 21:30:21,086 - mmaction - INFO - Epoch [5][2420/3757] lr: 9.994e-02, eta: 9 days, 2:30:46, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.1711, top5_acc: 0.3945, loss_cls: 3.9957, loss: 3.9957, grad_norm: 1.6887 2020-07-23 21:30:36,870 - mmaction - INFO - Epoch [5][2440/3757] lr: 9.994e-02, eta: 9 days, 2:29:41, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1930, top5_acc: 0.4125, loss_cls: 3.9162, loss: 3.9162, grad_norm: 1.6347 2020-07-23 21:30:52,672 - mmaction - INFO - Epoch [5][2460/3757] lr: 9.994e-02, eta: 9 days, 2:28:38, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1680, top5_acc: 0.4102, loss_cls: 3.9969, loss: 3.9969, grad_norm: 1.6320 2020-07-23 21:31:08,436 - mmaction - INFO - Epoch [5][2480/3757] lr: 9.994e-02, eta: 9 days, 2:27:32, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1812, top5_acc: 0.3797, loss_cls: 4.0557, loss: 4.0557, grad_norm: 1.6031 2020-07-23 21:31:24,230 - mmaction - INFO - Epoch [5][2500/3757] lr: 9.994e-02, eta: 9 days, 2:26:31, time: 0.791, data_time: 0.005, memory: 6201, top1_acc: 0.1562, top5_acc: 0.3633, loss_cls: 4.0494, loss: 4.0494, grad_norm: 1.6179 2020-07-23 21:31:39,995 - mmaction - INFO - Epoch [5][2520/3757] lr: 9.994e-02, eta: 9 days, 2:25:25, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1805, top5_acc: 0.4008, loss_cls: 4.0411, loss: 4.0411, grad_norm: 1.6981 2020-07-23 21:31:55,833 - mmaction - INFO - Epoch [5][2540/3757] lr: 9.994e-02, eta: 9 days, 2:24:25, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1820, top5_acc: 0.3844, loss_cls: 4.0504, loss: 4.0504, grad_norm: 1.6834 2020-07-23 21:32:11,575 - mmaction - INFO - Epoch [5][2560/3757] lr: 9.994e-02, eta: 9 days, 2:23:20, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1711, top5_acc: 0.3742, loss_cls: 4.0897, loss: 4.0897, grad_norm: 1.6628 2020-07-23 21:32:27,281 - mmaction - INFO - Epoch [5][2580/3757] lr: 9.994e-02, eta: 9 days, 2:22:12, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.1859, top5_acc: 0.3898, loss_cls: 3.9736, loss: 3.9736, grad_norm: 1.6457 2020-07-23 21:32:43,090 - mmaction - INFO - Epoch [5][2600/3757] lr: 9.994e-02, eta: 9 days, 2:21:10, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1758, top5_acc: 0.3781, loss_cls: 4.0626, loss: 4.0626, grad_norm: 1.6249 2020-07-23 21:32:58,853 - mmaction - INFO - Epoch [5][2620/3757] lr: 9.994e-02, eta: 9 days, 2:20:05, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.1828, top5_acc: 0.3961, loss_cls: 4.0217, loss: 4.0217, grad_norm: 1.6647 2020-07-23 21:33:14,635 - mmaction - INFO - Epoch [5][2640/3757] lr: 9.994e-02, eta: 9 days, 2:19:03, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1688, top5_acc: 0.3680, loss_cls: 4.1165, loss: 4.1165, grad_norm: 1.6542 2020-07-23 21:33:30,510 - mmaction - INFO - Epoch [5][2660/3757] lr: 9.994e-02, eta: 9 days, 2:18:05, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.1828, top5_acc: 0.4062, loss_cls: 3.9903, loss: 3.9903, grad_norm: 1.6271 2020-07-23 21:33:46,235 - mmaction - INFO - Epoch [5][2680/3757] lr: 9.994e-02, eta: 9 days, 2:16:59, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.1672, top5_acc: 0.3828, loss_cls: 4.0498, loss: 4.0498, grad_norm: 1.6504 2020-07-23 21:34:02,052 - mmaction - INFO - Epoch [5][2700/3757] lr: 9.994e-02, eta: 9 days, 2:15:57, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1719, top5_acc: 0.3891, loss_cls: 4.0766, loss: 4.0766, grad_norm: 1.6807 2020-07-23 21:34:17,833 - mmaction - INFO - Epoch [5][2720/3757] lr: 9.994e-02, eta: 9 days, 2:14:56, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1883, top5_acc: 0.4203, loss_cls: 3.9552, loss: 3.9552, grad_norm: 1.6166 2020-07-23 21:34:33,620 - mmaction - INFO - Epoch [5][2740/3757] lr: 9.994e-02, eta: 9 days, 2:13:54, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1664, top5_acc: 0.3859, loss_cls: 4.0449, loss: 4.0449, grad_norm: 1.7029 2020-07-23 21:34:49,381 - mmaction - INFO - Epoch [5][2760/3757] lr: 9.994e-02, eta: 9 days, 2:12:49, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1633, top5_acc: 0.3820, loss_cls: 4.1028, loss: 4.1028, grad_norm: 1.6197 2020-07-23 21:35:05,148 - mmaction - INFO - Epoch [5][2780/3757] lr: 9.994e-02, eta: 9 days, 2:11:47, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1594, top5_acc: 0.4094, loss_cls: 3.9914, loss: 3.9914, grad_norm: 1.6255 2020-07-23 21:35:20,875 - mmaction - INFO - Epoch [5][2800/3757] lr: 9.994e-02, eta: 9 days, 2:10:42, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.1703, top5_acc: 0.3875, loss_cls: 4.0199, loss: 4.0199, grad_norm: 1.6606 2020-07-23 21:35:36,633 - mmaction - INFO - Epoch [5][2820/3757] lr: 9.994e-02, eta: 9 days, 2:09:38, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.1727, top5_acc: 0.4031, loss_cls: 3.9364, loss: 3.9364, grad_norm: 1.6502 2020-07-23 21:35:52,395 - mmaction - INFO - Epoch [5][2840/3757] lr: 9.994e-02, eta: 9 days, 2:08:34, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1922, top5_acc: 0.4023, loss_cls: 3.9114, loss: 3.9114, grad_norm: 1.6646 2020-07-23 21:36:08,134 - mmaction - INFO - Epoch [5][2860/3757] lr: 9.994e-02, eta: 9 days, 2:07:31, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1805, top5_acc: 0.3937, loss_cls: 4.0161, loss: 4.0161, grad_norm: 1.6828 2020-07-23 21:36:23,905 - mmaction - INFO - Epoch [5][2880/3757] lr: 9.994e-02, eta: 9 days, 2:06:29, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.1688, top5_acc: 0.4039, loss_cls: 3.9650, loss: 3.9650, grad_norm: 1.6459 2020-07-23 21:36:39,695 - mmaction - INFO - Epoch [5][2900/3757] lr: 9.994e-02, eta: 9 days, 2:05:27, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1727, top5_acc: 0.3969, loss_cls: 3.9356, loss: 3.9356, grad_norm: 1.6492 2020-07-23 21:36:55,439 - mmaction - INFO - Epoch [5][2920/3757] lr: 9.994e-02, eta: 9 days, 2:04:24, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1805, top5_acc: 0.4039, loss_cls: 3.9067, loss: 3.9067, grad_norm: 1.6400 2020-07-23 21:37:11,203 - mmaction - INFO - Epoch [5][2940/3757] lr: 9.994e-02, eta: 9 days, 2:03:22, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1617, top5_acc: 0.3805, loss_cls: 4.0889, loss: 4.0889, grad_norm: 1.6628 2020-07-23 21:37:26,981 - mmaction - INFO - Epoch [5][2960/3757] lr: 9.994e-02, eta: 9 days, 2:02:19, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1805, top5_acc: 0.3922, loss_cls: 4.0181, loss: 4.0181, grad_norm: 1.6308 2020-07-23 21:37:42,743 - mmaction - INFO - Epoch [5][2980/3757] lr: 9.994e-02, eta: 9 days, 2:01:17, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1641, top5_acc: 0.3836, loss_cls: 3.9679, loss: 3.9679, grad_norm: 1.6414 2020-07-23 21:37:58,537 - mmaction - INFO - Epoch [5][3000/3757] lr: 9.994e-02, eta: 9 days, 2:00:17, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1836, top5_acc: 0.4000, loss_cls: 3.9950, loss: 3.9950, grad_norm: 1.6320 2020-07-23 21:38:14,182 - mmaction - INFO - Epoch [5][3020/3757] lr: 9.994e-02, eta: 9 days, 1:59:09, time: 0.782, data_time: 0.001, memory: 6201, top1_acc: 0.1812, top5_acc: 0.4094, loss_cls: 4.0138, loss: 4.0138, grad_norm: 1.5989 2020-07-23 21:38:29,925 - mmaction - INFO - Epoch [5][3040/3757] lr: 9.994e-02, eta: 9 days, 1:58:05, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1711, top5_acc: 0.4023, loss_cls: 4.0191, loss: 4.0191, grad_norm: 1.6595 2020-07-23 21:38:45,688 - mmaction - INFO - Epoch [5][3060/3757] lr: 9.994e-02, eta: 9 days, 1:57:04, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1656, top5_acc: 0.3984, loss_cls: 4.0061, loss: 4.0061, grad_norm: 1.6278 2020-07-23 21:39:01,434 - mmaction - INFO - Epoch [5][3080/3757] lr: 9.994e-02, eta: 9 days, 1:56:01, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1695, top5_acc: 0.3984, loss_cls: 3.9595, loss: 3.9595, grad_norm: 1.6746 2020-07-23 21:39:17,301 - mmaction - INFO - Epoch [5][3100/3757] lr: 9.994e-02, eta: 9 days, 1:55:05, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.1602, top5_acc: 0.3922, loss_cls: 3.9841, loss: 3.9841, grad_norm: 1.6474 2020-07-23 21:39:33,088 - mmaction - INFO - Epoch [5][3120/3757] lr: 9.994e-02, eta: 9 days, 1:54:04, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1531, top5_acc: 0.3758, loss_cls: 4.0887, loss: 4.0887, grad_norm: 1.6587 2020-07-23 21:39:48,838 - mmaction - INFO - Epoch [5][3140/3757] lr: 9.994e-02, eta: 9 days, 1:53:03, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1852, top5_acc: 0.4242, loss_cls: 3.8868, loss: 3.8868, grad_norm: 1.6393 2020-07-23 21:40:04,640 - mmaction - INFO - Epoch [5][3160/3757] lr: 9.994e-02, eta: 9 days, 1:52:03, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1867, top5_acc: 0.3867, loss_cls: 3.9840, loss: 3.9840, grad_norm: 1.6722 2020-07-23 21:40:20,375 - mmaction - INFO - Epoch [5][3180/3757] lr: 9.994e-02, eta: 9 days, 1:51:01, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.1750, top5_acc: 0.3937, loss_cls: 4.0344, loss: 4.0344, grad_norm: 1.6320 2020-07-23 21:40:36,121 - mmaction - INFO - Epoch [5][3200/3757] lr: 9.994e-02, eta: 9 days, 1:49:58, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1641, top5_acc: 0.3992, loss_cls: 4.0275, loss: 4.0275, grad_norm: 1.6397 2020-07-23 21:40:51,955 - mmaction - INFO - Epoch [5][3220/3757] lr: 9.994e-02, eta: 9 days, 1:49:01, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.1914, top5_acc: 0.4086, loss_cls: 3.9548, loss: 3.9548, grad_norm: 1.6165 2020-07-23 21:41:07,737 - mmaction - INFO - Epoch [5][3240/3757] lr: 9.994e-02, eta: 9 days, 1:48:01, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1656, top5_acc: 0.3859, loss_cls: 4.0081, loss: 4.0081, grad_norm: 1.6807 2020-07-23 21:41:23,526 - mmaction - INFO - Epoch [5][3260/3757] lr: 9.994e-02, eta: 9 days, 1:47:02, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1812, top5_acc: 0.3937, loss_cls: 3.9467, loss: 3.9467, grad_norm: 1.6543 2020-07-23 21:41:39,312 - mmaction - INFO - Epoch [5][3280/3757] lr: 9.994e-02, eta: 9 days, 1:46:02, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1750, top5_acc: 0.3945, loss_cls: 4.0282, loss: 4.0282, grad_norm: 1.6476 2020-07-23 21:41:55,412 - mmaction - INFO - Epoch [5][3300/3757] lr: 9.994e-02, eta: 9 days, 1:45:19, time: 0.805, data_time: 0.017, memory: 6201, top1_acc: 0.1672, top5_acc: 0.3797, loss_cls: 4.0098, loss: 4.0098, grad_norm: 1.6451 2020-07-23 21:42:11,057 - mmaction - INFO - Epoch [5][3320/3757] lr: 9.994e-02, eta: 9 days, 1:44:12, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.1898, top5_acc: 0.4016, loss_cls: 3.9436, loss: 3.9436, grad_norm: 1.6883 2020-07-23 21:42:26,814 - mmaction - INFO - Epoch [5][3340/3757] lr: 9.994e-02, eta: 9 days, 1:43:12, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.1898, top5_acc: 0.3883, loss_cls: 3.9844, loss: 3.9844, grad_norm: 1.6426 2020-07-23 21:42:42,583 - mmaction - INFO - Epoch [5][3360/3757] lr: 9.994e-02, eta: 9 days, 1:42:11, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1859, top5_acc: 0.4023, loss_cls: 4.0153, loss: 4.0153, grad_norm: 1.7102 2020-07-23 21:42:58,285 - mmaction - INFO - Epoch [5][3380/3757] lr: 9.994e-02, eta: 9 days, 1:41:07, time: 0.785, data_time: 0.002, memory: 6201, top1_acc: 0.1789, top5_acc: 0.4086, loss_cls: 3.9680, loss: 3.9680, grad_norm: 1.6903 2020-07-23 21:43:14,038 - mmaction - INFO - Epoch [5][3400/3757] lr: 9.994e-02, eta: 9 days, 1:40:07, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1750, top5_acc: 0.4047, loss_cls: 3.9903, loss: 3.9903, grad_norm: 1.6772 2020-07-23 21:43:29,767 - mmaction - INFO - Epoch [5][3420/3757] lr: 9.994e-02, eta: 9 days, 1:39:05, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1883, top5_acc: 0.4078, loss_cls: 3.9603, loss: 3.9603, grad_norm: 1.6271 2020-07-23 21:43:45,513 - mmaction - INFO - Epoch [5][3440/3757] lr: 9.994e-02, eta: 9 days, 1:38:04, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1695, top5_acc: 0.3961, loss_cls: 4.0298, loss: 4.0298, grad_norm: 1.6764 2020-07-23 21:44:01,321 - mmaction - INFO - Epoch [5][3460/3757] lr: 9.994e-02, eta: 9 days, 1:37:06, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1719, top5_acc: 0.3875, loss_cls: 4.0115, loss: 4.0115, grad_norm: 1.6695 2020-07-23 21:44:17,111 - mmaction - INFO - Epoch [5][3480/3757] lr: 9.994e-02, eta: 9 days, 1:36:08, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1820, top5_acc: 0.3953, loss_cls: 4.0065, loss: 4.0065, grad_norm: 1.6387 2020-07-23 21:44:32,895 - mmaction - INFO - Epoch [5][3500/3757] lr: 9.994e-02, eta: 9 days, 1:35:10, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1719, top5_acc: 0.3945, loss_cls: 4.0093, loss: 4.0093, grad_norm: 1.6311 2020-07-23 21:44:48,609 - mmaction - INFO - Epoch [5][3520/3757] lr: 9.994e-02, eta: 9 days, 1:34:08, time: 0.785, data_time: 0.003, memory: 6201, top1_acc: 0.1672, top5_acc: 0.3914, loss_cls: 4.0047, loss: 4.0047, grad_norm: 1.6480 2020-07-23 21:45:04,443 - mmaction - INFO - Epoch [5][3540/3757] lr: 9.994e-02, eta: 9 days, 1:33:11, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1734, top5_acc: 0.4008, loss_cls: 3.9894, loss: 3.9894, grad_norm: 1.6592 2020-07-23 21:45:20,164 - mmaction - INFO - Epoch [5][3560/3757] lr: 9.994e-02, eta: 9 days, 1:32:10, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.1688, top5_acc: 0.3937, loss_cls: 4.0062, loss: 4.0062, grad_norm: 1.6884 2020-07-23 21:45:35,906 - mmaction - INFO - Epoch [5][3580/3757] lr: 9.994e-02, eta: 9 days, 1:31:09, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.1742, top5_acc: 0.4023, loss_cls: 3.9322, loss: 3.9322, grad_norm: 1.6667 2020-07-23 21:45:51,689 - mmaction - INFO - Epoch [5][3600/3757] lr: 9.994e-02, eta: 9 days, 1:30:11, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1789, top5_acc: 0.3953, loss_cls: 4.0281, loss: 4.0281, grad_norm: 1.6837 2020-07-23 21:46:07,422 - mmaction - INFO - Epoch [5][3620/3757] lr: 9.994e-02, eta: 9 days, 1:29:11, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.1719, top5_acc: 0.3867, loss_cls: 4.0462, loss: 4.0462, grad_norm: 1.6708 2020-07-23 21:46:23,183 - mmaction - INFO - Epoch [5][3640/3757] lr: 9.994e-02, eta: 9 days, 1:28:10, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.1664, top5_acc: 0.4023, loss_cls: 4.0349, loss: 4.0349, grad_norm: 1.6538 2020-07-23 21:46:38,976 - mmaction - INFO - Epoch [5][3660/3757] lr: 9.994e-02, eta: 9 days, 1:27:14, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1961, top5_acc: 0.4172, loss_cls: 3.9529, loss: 3.9529, grad_norm: 1.6729 2020-07-23 21:46:54,687 - mmaction - INFO - Epoch [5][3680/3757] lr: 9.994e-02, eta: 9 days, 1:26:13, time: 0.786, data_time: 0.004, memory: 6201, top1_acc: 0.1789, top5_acc: 0.4117, loss_cls: 3.9663, loss: 3.9663, grad_norm: 1.6637 2020-07-23 21:47:10,473 - mmaction - INFO - Epoch [5][3700/3757] lr: 9.994e-02, eta: 9 days, 1:25:15, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.1789, top5_acc: 0.4133, loss_cls: 3.9663, loss: 3.9663, grad_norm: 1.7019 2020-07-23 21:47:26,216 - mmaction - INFO - Epoch [5][3720/3757] lr: 9.994e-02, eta: 9 days, 1:24:16, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1906, top5_acc: 0.4219, loss_cls: 3.9021, loss: 3.9021, grad_norm: 1.6764 2020-07-23 21:47:41,981 - mmaction - INFO - Epoch [5][3740/3757] lr: 9.994e-02, eta: 9 days, 1:23:17, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1766, top5_acc: 0.4086, loss_cls: 3.9008, loss: 3.9008, grad_norm: 1.6748 2020-07-23 21:50:59,432 - mmaction - INFO - Epoch [6][20/3757] lr: 9.991e-02, eta: 9 days, 3:25:30, time: 8.878, data_time: 8.014, memory: 6201, top1_acc: 0.1852, top5_acc: 0.4016, loss_cls: 3.9639, loss: 3.9639, grad_norm: 1.6979 2020-07-23 21:51:15,187 - mmaction - INFO - Epoch [6][40/3757] lr: 9.991e-02, eta: 9 days, 3:24:23, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.1773, top5_acc: 0.4016, loss_cls: 3.9708, loss: 3.9708, grad_norm: 1.6738 2020-07-23 21:51:31,035 - mmaction - INFO - Epoch [6][60/3757] lr: 9.991e-02, eta: 9 days, 3:23:21, time: 0.793, data_time: 0.006, memory: 6201, top1_acc: 0.1836, top5_acc: 0.3961, loss_cls: 4.0128, loss: 4.0128, grad_norm: 1.6696 2020-07-23 21:51:46,850 - mmaction - INFO - Epoch [6][80/3757] lr: 9.991e-02, eta: 9 days, 3:22:17, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1875, top5_acc: 0.4117, loss_cls: 3.9152, loss: 3.9152, grad_norm: 1.6860 2020-07-23 21:52:02,632 - mmaction - INFO - Epoch [6][100/3757] lr: 9.991e-02, eta: 9 days, 3:21:12, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1898, top5_acc: 0.4188, loss_cls: 3.8888, loss: 3.8888, grad_norm: 1.7157 2020-07-23 21:52:18,370 - mmaction - INFO - Epoch [6][120/3757] lr: 9.991e-02, eta: 9 days, 3:20:04, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.1906, top5_acc: 0.4086, loss_cls: 3.9035, loss: 3.9035, grad_norm: 1.6488 2020-07-23 21:52:34,171 - mmaction - INFO - Epoch [6][140/3757] lr: 9.991e-02, eta: 9 days, 3:19:01, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1930, top5_acc: 0.4023, loss_cls: 3.9720, loss: 3.9720, grad_norm: 1.7367 2020-07-23 21:52:49,836 - mmaction - INFO - Epoch [6][160/3757] lr: 9.991e-02, eta: 9 days, 3:17:50, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.1945, top5_acc: 0.4289, loss_cls: 3.8297, loss: 3.8297, grad_norm: 1.6860 2020-07-23 21:53:05,611 - mmaction - INFO - Epoch [6][180/3757] lr: 9.991e-02, eta: 9 days, 3:16:45, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.1875, top5_acc: 0.3930, loss_cls: 3.9750, loss: 3.9750, grad_norm: 1.6653 2020-07-23 21:53:21,391 - mmaction - INFO - Epoch [6][200/3757] lr: 9.991e-02, eta: 9 days, 3:15:41, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1852, top5_acc: 0.4242, loss_cls: 3.8767, loss: 3.8767, grad_norm: 1.6846 2020-07-23 21:53:37,099 - mmaction - INFO - Epoch [6][220/3757] lr: 9.991e-02, eta: 9 days, 3:14:33, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.1836, top5_acc: 0.3922, loss_cls: 3.9498, loss: 3.9498, grad_norm: 1.6853 2020-07-23 21:53:52,897 - mmaction - INFO - Epoch [6][240/3757] lr: 9.991e-02, eta: 9 days, 3:13:29, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1711, top5_acc: 0.3852, loss_cls: 3.9336, loss: 3.9336, grad_norm: 1.7018 2020-07-23 21:54:08,737 - mmaction - INFO - Epoch [6][260/3757] lr: 9.991e-02, eta: 9 days, 3:12:27, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2000, top5_acc: 0.4055, loss_cls: 3.9724, loss: 3.9724, grad_norm: 1.7197 2020-07-23 21:54:24,454 - mmaction - INFO - Epoch [6][280/3757] lr: 9.991e-02, eta: 9 days, 3:11:19, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.1922, top5_acc: 0.4062, loss_cls: 3.8971, loss: 3.8971, grad_norm: 1.6866 2020-07-23 21:54:40,218 - mmaction - INFO - Epoch [6][300/3757] lr: 9.991e-02, eta: 9 days, 3:10:15, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1820, top5_acc: 0.4141, loss_cls: 3.9031, loss: 3.9031, grad_norm: 1.6934 2020-07-23 21:54:56,006 - mmaction - INFO - Epoch [6][320/3757] lr: 9.991e-02, eta: 9 days, 3:09:11, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.1789, top5_acc: 0.3891, loss_cls: 3.9712, loss: 3.9712, grad_norm: 1.6866 2020-07-23 21:55:11,726 - mmaction - INFO - Epoch [6][340/3757] lr: 9.991e-02, eta: 9 days, 3:08:04, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2008, top5_acc: 0.3953, loss_cls: 3.9518, loss: 3.9518, grad_norm: 1.6827 2020-07-23 21:55:27,536 - mmaction - INFO - Epoch [6][360/3757] lr: 9.991e-02, eta: 9 days, 3:07:02, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1812, top5_acc: 0.3984, loss_cls: 3.9659, loss: 3.9659, grad_norm: 1.7092 2020-07-23 21:55:43,312 - mmaction - INFO - Epoch [6][380/3757] lr: 9.991e-02, eta: 9 days, 3:05:58, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.1789, top5_acc: 0.4148, loss_cls: 3.9067, loss: 3.9067, grad_norm: 1.6995 2020-07-23 21:55:59,122 - mmaction - INFO - Epoch [6][400/3757] lr: 9.991e-02, eta: 9 days, 3:04:54, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1898, top5_acc: 0.4062, loss_cls: 3.9288, loss: 3.9288, grad_norm: 1.7190 2020-07-23 21:56:14,858 - mmaction - INFO - Epoch [6][420/3757] lr: 9.991e-02, eta: 9 days, 3:03:49, time: 0.788, data_time: 0.005, memory: 6201, top1_acc: 0.1883, top5_acc: 0.3984, loss_cls: 3.9473, loss: 3.9473, grad_norm: 1.6874 2020-07-23 21:56:30,623 - mmaction - INFO - Epoch [6][440/3757] lr: 9.991e-02, eta: 9 days, 3:02:46, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1953, top5_acc: 0.4109, loss_cls: 3.9613, loss: 3.9613, grad_norm: 1.6624 2020-07-23 21:56:46,479 - mmaction - INFO - Epoch [6][460/3757] lr: 9.991e-02, eta: 9 days, 3:01:45, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1922, top5_acc: 0.4102, loss_cls: 3.9261, loss: 3.9261, grad_norm: 1.6903 2020-07-23 21:57:02,236 - mmaction - INFO - Epoch [6][480/3757] lr: 9.991e-02, eta: 9 days, 3:00:41, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1789, top5_acc: 0.4117, loss_cls: 3.9370, loss: 3.9370, grad_norm: 1.6720 2020-07-23 21:57:18,044 - mmaction - INFO - Epoch [6][500/3757] lr: 9.991e-02, eta: 9 days, 2:59:39, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2039, top5_acc: 0.4328, loss_cls: 3.8738, loss: 3.8738, grad_norm: 1.7100 2020-07-23 21:57:33,772 - mmaction - INFO - Epoch [6][520/3757] lr: 9.991e-02, eta: 9 days, 2:58:34, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.1828, top5_acc: 0.4188, loss_cls: 3.9433, loss: 3.9433, grad_norm: 1.7017 2020-07-23 21:57:49,588 - mmaction - INFO - Epoch [6][540/3757] lr: 9.991e-02, eta: 9 days, 2:57:32, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1750, top5_acc: 0.3898, loss_cls: 3.9320, loss: 3.9320, grad_norm: 1.6498 2020-07-23 21:58:05,314 - mmaction - INFO - Epoch [6][560/3757] lr: 9.991e-02, eta: 9 days, 2:56:27, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2016, top5_acc: 0.4305, loss_cls: 3.8363, loss: 3.8363, grad_norm: 1.7400 2020-07-23 21:58:21,059 - mmaction - INFO - Epoch [6][580/3757] lr: 9.991e-02, eta: 9 days, 2:55:23, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1992, top5_acc: 0.4250, loss_cls: 3.8537, loss: 3.8537, grad_norm: 1.7262 2020-07-23 21:58:36,861 - mmaction - INFO - Epoch [6][600/3757] lr: 9.991e-02, eta: 9 days, 2:54:20, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1836, top5_acc: 0.4031, loss_cls: 3.9518, loss: 3.9518, grad_norm: 1.6873 2020-07-23 21:58:52,661 - mmaction - INFO - Epoch [6][620/3757] lr: 9.991e-02, eta: 9 days, 2:53:20, time: 0.791, data_time: 0.005, memory: 6201, top1_acc: 0.1812, top5_acc: 0.4078, loss_cls: 3.9331, loss: 3.9331, grad_norm: 1.7113 2020-07-23 21:59:08,528 - mmaction - INFO - Epoch [6][640/3757] lr: 9.991e-02, eta: 9 days, 2:52:21, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.1742, top5_acc: 0.4125, loss_cls: 3.8905, loss: 3.8905, grad_norm: 1.7306 2020-07-23 21:59:24,281 - mmaction - INFO - Epoch [6][660/3757] lr: 9.991e-02, eta: 9 days, 2:51:17, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1930, top5_acc: 0.4039, loss_cls: 3.9492, loss: 3.9492, grad_norm: 1.7112 2020-07-23 21:59:40,044 - mmaction - INFO - Epoch [6][680/3757] lr: 9.991e-02, eta: 9 days, 2:50:14, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1797, top5_acc: 0.3922, loss_cls: 3.9577, loss: 3.9577, grad_norm: 1.7209 2020-07-23 21:59:55,804 - mmaction - INFO - Epoch [6][700/3757] lr: 9.991e-02, eta: 9 days, 2:49:11, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.1750, top5_acc: 0.4148, loss_cls: 3.9138, loss: 3.9138, grad_norm: 1.6954 2020-07-23 22:00:18,503 - mmaction - INFO - Epoch [6][720/3757] lr: 9.991e-02, eta: 9 days, 2:53:41, time: 1.133, data_time: 0.015, memory: 6201, top1_acc: 0.1773, top5_acc: 0.4070, loss_cls: 3.9684, loss: 3.9684, grad_norm: 1.6999 2020-07-23 22:00:34,278 - mmaction - INFO - Epoch [6][740/3757] lr: 9.991e-02, eta: 9 days, 2:52:41, time: 0.791, data_time: 0.007, memory: 6201, top1_acc: 0.1930, top5_acc: 0.4164, loss_cls: 3.8987, loss: 3.8987, grad_norm: 1.6892 2020-07-23 22:00:50,087 - mmaction - INFO - Epoch [6][760/3757] lr: 9.991e-02, eta: 9 days, 2:51:40, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1961, top5_acc: 0.4117, loss_cls: 3.9389, loss: 3.9389, grad_norm: 1.7070 2020-07-23 22:01:06,279 - mmaction - INFO - Epoch [6][780/3757] lr: 9.991e-02, eta: 9 days, 2:50:57, time: 0.809, data_time: 0.024, memory: 6201, top1_acc: 0.1719, top5_acc: 0.3984, loss_cls: 3.9944, loss: 3.9944, grad_norm: 1.6531 2020-07-23 22:01:22,078 - mmaction - INFO - Epoch [6][800/3757] lr: 9.991e-02, eta: 9 days, 2:49:56, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1953, top5_acc: 0.4164, loss_cls: 3.9158, loss: 3.9158, grad_norm: 1.7078 2020-07-23 22:01:37,864 - mmaction - INFO - Epoch [6][820/3757] lr: 9.991e-02, eta: 9 days, 2:48:54, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1805, top5_acc: 0.4078, loss_cls: 3.9777, loss: 3.9777, grad_norm: 1.7163 2020-07-23 22:01:53,622 - mmaction - INFO - Epoch [6][840/3757] lr: 9.991e-02, eta: 9 days, 2:47:52, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1875, top5_acc: 0.4133, loss_cls: 3.9137, loss: 3.9137, grad_norm: 1.6581 2020-07-23 22:02:09,369 - mmaction - INFO - Epoch [6][860/3757] lr: 9.991e-02, eta: 9 days, 2:46:48, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1945, top5_acc: 0.4203, loss_cls: 3.8803, loss: 3.8803, grad_norm: 1.6917 2020-07-23 22:02:25,122 - mmaction - INFO - Epoch [6][880/3757] lr: 9.991e-02, eta: 9 days, 2:45:45, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1789, top5_acc: 0.4031, loss_cls: 3.9493, loss: 3.9493, grad_norm: 1.6883 2020-07-23 22:02:40,881 - mmaction - INFO - Epoch [6][900/3757] lr: 9.991e-02, eta: 9 days, 2:44:43, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2000, top5_acc: 0.4133, loss_cls: 3.8948, loss: 3.8948, grad_norm: 1.7022 2020-07-23 22:02:56,651 - mmaction - INFO - Epoch [6][920/3757] lr: 9.991e-02, eta: 9 days, 2:43:40, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1922, top5_acc: 0.4102, loss_cls: 3.9152, loss: 3.9152, grad_norm: 1.6795 2020-07-23 22:03:12,399 - mmaction - INFO - Epoch [6][940/3757] lr: 9.991e-02, eta: 9 days, 2:42:38, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1859, top5_acc: 0.4062, loss_cls: 3.9338, loss: 3.9338, grad_norm: 1.7124 2020-07-23 22:03:28,223 - mmaction - INFO - Epoch [6][960/3757] lr: 9.991e-02, eta: 9 days, 2:41:38, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1891, top5_acc: 0.4148, loss_cls: 3.8514, loss: 3.8514, grad_norm: 1.6834 2020-07-23 22:03:43,876 - mmaction - INFO - Epoch [6][980/3757] lr: 9.991e-02, eta: 9 days, 2:40:31, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.2109, top5_acc: 0.4359, loss_cls: 3.8163, loss: 3.8163, grad_norm: 1.6992 2020-07-23 22:03:59,601 - mmaction - INFO - Epoch [6][1000/3757] lr: 9.991e-02, eta: 9 days, 2:39:27, time: 0.785, data_time: 0.002, memory: 6201, top1_acc: 0.1984, top5_acc: 0.4336, loss_cls: 3.8120, loss: 3.8120, grad_norm: 1.7269 2020-07-23 22:04:15,418 - mmaction - INFO - Epoch [6][1020/3757] lr: 9.991e-02, eta: 9 days, 2:38:27, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1898, top5_acc: 0.4055, loss_cls: 3.8750, loss: 3.8750, grad_norm: 1.6959 2020-07-23 22:04:31,171 - mmaction - INFO - Epoch [6][1040/3757] lr: 9.991e-02, eta: 9 days, 2:37:25, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1812, top5_acc: 0.3875, loss_cls: 3.9683, loss: 3.9683, grad_norm: 1.7038 2020-07-23 22:04:47,021 - mmaction - INFO - Epoch [6][1060/3757] lr: 9.991e-02, eta: 9 days, 2:36:28, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1945, top5_acc: 0.4109, loss_cls: 3.9375, loss: 3.9375, grad_norm: 1.7217 2020-07-23 22:05:02,941 - mmaction - INFO - Epoch [6][1080/3757] lr: 9.991e-02, eta: 9 days, 2:35:33, time: 0.796, data_time: 0.003, memory: 6201, top1_acc: 0.1867, top5_acc: 0.4242, loss_cls: 3.8673, loss: 3.8673, grad_norm: 1.6905 2020-07-23 22:05:18,638 - mmaction - INFO - Epoch [6][1100/3757] lr: 9.991e-02, eta: 9 days, 2:34:29, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.1945, top5_acc: 0.4102, loss_cls: 3.8900, loss: 3.8900, grad_norm: 1.6849 2020-07-23 22:05:34,507 - mmaction - INFO - Epoch [6][1120/3757] lr: 9.991e-02, eta: 9 days, 2:33:31, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.1820, top5_acc: 0.4219, loss_cls: 3.9365, loss: 3.9365, grad_norm: 1.6870 2020-07-23 22:05:50,229 - mmaction - INFO - Epoch [6][1140/3757] lr: 9.991e-02, eta: 9 days, 2:32:30, time: 0.788, data_time: 0.005, memory: 6201, top1_acc: 0.1906, top5_acc: 0.4055, loss_cls: 3.9613, loss: 3.9613, grad_norm: 1.6867 2020-07-23 22:06:05,991 - mmaction - INFO - Epoch [6][1160/3757] lr: 9.991e-02, eta: 9 days, 2:31:28, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1867, top5_acc: 0.3984, loss_cls: 3.9082, loss: 3.9082, grad_norm: 1.6812 2020-07-23 22:06:21,738 - mmaction - INFO - Epoch [6][1180/3757] lr: 9.991e-02, eta: 9 days, 2:30:26, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1688, top5_acc: 0.4195, loss_cls: 3.9532, loss: 3.9532, grad_norm: 1.7129 2020-07-23 22:06:37,489 - mmaction - INFO - Epoch [6][1200/3757] lr: 9.991e-02, eta: 9 days, 2:29:24, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.1820, top5_acc: 0.4164, loss_cls: 3.8704, loss: 3.8704, grad_norm: 1.6791 2020-07-23 22:06:53,250 - mmaction - INFO - Epoch [6][1220/3757] lr: 9.991e-02, eta: 9 days, 2:28:24, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1883, top5_acc: 0.4086, loss_cls: 3.9425, loss: 3.9425, grad_norm: 1.6907 2020-07-23 22:07:09,005 - mmaction - INFO - Epoch [6][1240/3757] lr: 9.991e-02, eta: 9 days, 2:27:22, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1867, top5_acc: 0.4188, loss_cls: 3.8855, loss: 3.8855, grad_norm: 1.6806 2020-07-23 22:07:24,732 - mmaction - INFO - Epoch [6][1260/3757] lr: 9.991e-02, eta: 9 days, 2:26:20, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.1570, top5_acc: 0.3820, loss_cls: 4.0338, loss: 4.0338, grad_norm: 1.7265 2020-07-23 22:07:40,481 - mmaction - INFO - Epoch [6][1280/3757] lr: 9.991e-02, eta: 9 days, 2:25:19, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1945, top5_acc: 0.4273, loss_cls: 3.9210, loss: 3.9210, grad_norm: 1.6965 2020-07-23 22:07:56,263 - mmaction - INFO - Epoch [6][1300/3757] lr: 9.991e-02, eta: 9 days, 2:24:19, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2016, top5_acc: 0.4258, loss_cls: 3.8853, loss: 3.8853, grad_norm: 1.7237 2020-07-23 22:08:12,018 - mmaction - INFO - Epoch [6][1320/3757] lr: 9.991e-02, eta: 9 days, 2:23:18, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1805, top5_acc: 0.4047, loss_cls: 3.9698, loss: 3.9698, grad_norm: 1.7456 2020-07-23 22:08:27,764 - mmaction - INFO - Epoch [6][1340/3757] lr: 9.991e-02, eta: 9 days, 2:22:17, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1797, top5_acc: 0.4125, loss_cls: 3.9664, loss: 3.9664, grad_norm: 1.7128 2020-07-23 22:08:43,522 - mmaction - INFO - Epoch [6][1360/3757] lr: 9.991e-02, eta: 9 days, 2:21:16, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1945, top5_acc: 0.4133, loss_cls: 3.8916, loss: 3.8916, grad_norm: 1.7091 2020-07-23 22:08:59,322 - mmaction - INFO - Epoch [6][1380/3757] lr: 9.991e-02, eta: 9 days, 2:20:18, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2039, top5_acc: 0.4172, loss_cls: 3.8770, loss: 3.8770, grad_norm: 1.6728 2020-07-23 22:09:15,195 - mmaction - INFO - Epoch [6][1400/3757] lr: 9.991e-02, eta: 9 days, 2:19:22, time: 0.794, data_time: 0.009, memory: 6201, top1_acc: 0.1758, top5_acc: 0.4086, loss_cls: 3.9278, loss: 3.9278, grad_norm: 1.7046 2020-07-23 22:09:30,974 - mmaction - INFO - Epoch [6][1420/3757] lr: 9.991e-02, eta: 9 days, 2:18:23, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1938, top5_acc: 0.4352, loss_cls: 3.8679, loss: 3.8679, grad_norm: 1.6639 2020-07-23 22:09:46,748 - mmaction - INFO - Epoch [6][1440/3757] lr: 9.991e-02, eta: 9 days, 2:17:24, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2125, top5_acc: 0.4102, loss_cls: 3.9523, loss: 3.9523, grad_norm: 1.6661 2020-07-23 22:10:02,555 - mmaction - INFO - Epoch [6][1460/3757] lr: 9.991e-02, eta: 9 days, 2:16:25, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2031, top5_acc: 0.4211, loss_cls: 3.9543, loss: 3.9543, grad_norm: 1.7042 2020-07-23 22:10:18,264 - mmaction - INFO - Epoch [6][1480/3757] lr: 9.991e-02, eta: 9 days, 2:15:23, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.1953, top5_acc: 0.4211, loss_cls: 3.8841, loss: 3.8841, grad_norm: 1.7048 2020-07-23 22:10:34,048 - mmaction - INFO - Epoch [6][1500/3757] lr: 9.991e-02, eta: 9 days, 2:14:25, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1828, top5_acc: 0.4094, loss_cls: 3.9335, loss: 3.9335, grad_norm: 1.7229 2020-07-23 22:10:49,898 - mmaction - INFO - Epoch [6][1520/3757] lr: 9.991e-02, eta: 9 days, 2:13:29, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.1867, top5_acc: 0.4250, loss_cls: 3.8831, loss: 3.8831, grad_norm: 1.7020 2020-07-23 22:11:05,666 - mmaction - INFO - Epoch [6][1540/3757] lr: 9.991e-02, eta: 9 days, 2:12:30, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1898, top5_acc: 0.4062, loss_cls: 3.9129, loss: 3.9129, grad_norm: 1.7047 2020-07-23 22:11:21,422 - mmaction - INFO - Epoch [6][1560/3757] lr: 9.991e-02, eta: 9 days, 2:11:29, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2109, top5_acc: 0.4352, loss_cls: 3.8025, loss: 3.8025, grad_norm: 1.7354 2020-07-23 22:11:37,247 - mmaction - INFO - Epoch [6][1580/3757] lr: 9.991e-02, eta: 9 days, 2:10:33, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1906, top5_acc: 0.4039, loss_cls: 3.9626, loss: 3.9626, grad_norm: 1.7064 2020-07-23 22:11:53,021 - mmaction - INFO - Epoch [6][1600/3757] lr: 9.991e-02, eta: 9 days, 2:09:35, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1844, top5_acc: 0.4164, loss_cls: 3.8964, loss: 3.8964, grad_norm: 1.7370 2020-07-23 22:12:08,781 - mmaction - INFO - Epoch [6][1620/3757] lr: 9.991e-02, eta: 9 days, 2:08:34, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2047, top5_acc: 0.4266, loss_cls: 3.8229, loss: 3.8229, grad_norm: 1.7151 2020-07-23 22:12:24,605 - mmaction - INFO - Epoch [6][1640/3757] lr: 9.991e-02, eta: 9 days, 2:07:38, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2023, top5_acc: 0.4305, loss_cls: 3.8538, loss: 3.8538, grad_norm: 1.7283 2020-07-23 22:12:40,379 - mmaction - INFO - Epoch [6][1660/3757] lr: 9.991e-02, eta: 9 days, 2:06:40, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2109, top5_acc: 0.4195, loss_cls: 3.8530, loss: 3.8530, grad_norm: 1.6976 2020-07-23 22:12:56,109 - mmaction - INFO - Epoch [6][1680/3757] lr: 9.991e-02, eta: 9 days, 2:05:38, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.1844, top5_acc: 0.3914, loss_cls: 4.0111, loss: 4.0111, grad_norm: 1.6885 2020-07-23 22:13:11,891 - mmaction - INFO - Epoch [6][1700/3757] lr: 9.991e-02, eta: 9 days, 2:04:42, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1852, top5_acc: 0.4078, loss_cls: 3.9185, loss: 3.9185, grad_norm: 1.7008 2020-07-23 22:13:27,858 - mmaction - INFO - Epoch [6][1720/3757] lr: 9.991e-02, eta: 9 days, 2:03:52, time: 0.798, data_time: 0.003, memory: 6201, top1_acc: 0.1969, top5_acc: 0.4422, loss_cls: 3.8271, loss: 3.8271, grad_norm: 1.6704 2020-07-23 22:13:43,532 - mmaction - INFO - Epoch [6][1740/3757] lr: 9.991e-02, eta: 9 days, 2:02:49, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.2023, top5_acc: 0.4008, loss_cls: 3.9426, loss: 3.9426, grad_norm: 1.7041 2020-07-23 22:13:59,369 - mmaction - INFO - Epoch [6][1760/3757] lr: 9.991e-02, eta: 9 days, 2:01:54, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1828, top5_acc: 0.4062, loss_cls: 3.9597, loss: 3.9597, grad_norm: 1.7527 2020-07-23 22:14:15,129 - mmaction - INFO - Epoch [6][1780/3757] lr: 9.991e-02, eta: 9 days, 2:00:55, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1867, top5_acc: 0.4078, loss_cls: 3.8797, loss: 3.8797, grad_norm: 1.7524 2020-07-23 22:14:30,920 - mmaction - INFO - Epoch [6][1800/3757] lr: 9.991e-02, eta: 9 days, 1:59:58, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1875, top5_acc: 0.3937, loss_cls: 3.9641, loss: 3.9641, grad_norm: 1.6948 2020-07-23 22:14:46,687 - mmaction - INFO - Epoch [6][1820/3757] lr: 9.991e-02, eta: 9 days, 1:58:59, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1875, top5_acc: 0.4148, loss_cls: 3.9523, loss: 3.9523, grad_norm: 1.6928 2020-07-23 22:15:02,622 - mmaction - INFO - Epoch [6][1840/3757] lr: 9.991e-02, eta: 9 days, 1:58:09, time: 0.797, data_time: 0.003, memory: 6201, top1_acc: 0.1930, top5_acc: 0.4125, loss_cls: 3.8632, loss: 3.8632, grad_norm: 1.6671 2020-07-23 22:15:18,343 - mmaction - INFO - Epoch [6][1860/3757] lr: 9.991e-02, eta: 9 days, 1:57:09, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.1844, top5_acc: 0.4305, loss_cls: 3.9254, loss: 3.9254, grad_norm: 1.6815 2020-07-23 22:15:34,176 - mmaction - INFO - Epoch [6][1880/3757] lr: 9.991e-02, eta: 9 days, 1:56:14, time: 0.791, data_time: 0.002, memory: 6201, top1_acc: 0.1805, top5_acc: 0.4102, loss_cls: 3.9003, loss: 3.9003, grad_norm: 1.7035 2020-07-23 22:15:49,936 - mmaction - INFO - Epoch [6][1900/3757] lr: 9.991e-02, eta: 9 days, 1:55:16, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2117, top5_acc: 0.4336, loss_cls: 3.8203, loss: 3.8203, grad_norm: 1.7260 2020-07-23 22:16:05,780 - mmaction - INFO - Epoch [6][1920/3757] lr: 9.991e-02, eta: 9 days, 1:54:21, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1750, top5_acc: 0.3977, loss_cls: 3.9585, loss: 3.9585, grad_norm: 1.7075 2020-07-23 22:16:21,566 - mmaction - INFO - Epoch [6][1940/3757] lr: 9.991e-02, eta: 9 days, 1:53:25, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1805, top5_acc: 0.4016, loss_cls: 3.9606, loss: 3.9606, grad_norm: 1.6834 2020-07-23 22:16:37,302 - mmaction - INFO - Epoch [6][1960/3757] lr: 9.991e-02, eta: 9 days, 1:52:26, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1852, top5_acc: 0.4133, loss_cls: 3.9330, loss: 3.9330, grad_norm: 1.7341 2020-07-23 22:16:53,102 - mmaction - INFO - Epoch [6][1980/3757] lr: 9.991e-02, eta: 9 days, 1:51:30, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1633, top5_acc: 0.4102, loss_cls: 3.9995, loss: 3.9995, grad_norm: 1.6990 2020-07-23 22:17:08,881 - mmaction - INFO - Epoch [6][2000/3757] lr: 9.991e-02, eta: 9 days, 1:50:33, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1836, top5_acc: 0.4297, loss_cls: 3.8723, loss: 3.8723, grad_norm: 1.6726 2020-07-23 22:17:24,654 - mmaction - INFO - Epoch [6][2020/3757] lr: 9.991e-02, eta: 9 days, 1:49:36, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2039, top5_acc: 0.4516, loss_cls: 3.7408, loss: 3.7408, grad_norm: 1.7133 2020-07-23 22:17:40,401 - mmaction - INFO - Epoch [6][2040/3757] lr: 9.991e-02, eta: 9 days, 1:48:37, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1883, top5_acc: 0.4070, loss_cls: 3.9220, loss: 3.9220, grad_norm: 1.7128 2020-07-23 22:17:56,166 - mmaction - INFO - Epoch [6][2060/3757] lr: 9.991e-02, eta: 9 days, 1:47:40, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1719, top5_acc: 0.4055, loss_cls: 3.9580, loss: 3.9580, grad_norm: 1.6938 2020-07-23 22:18:11,943 - mmaction - INFO - Epoch [6][2080/3757] lr: 9.991e-02, eta: 9 days, 1:46:43, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2102, top5_acc: 0.4242, loss_cls: 3.8705, loss: 3.8705, grad_norm: 1.6726 2020-07-23 22:18:27,719 - mmaction - INFO - Epoch [6][2100/3757] lr: 9.991e-02, eta: 9 days, 1:45:46, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1820, top5_acc: 0.4125, loss_cls: 3.9094, loss: 3.9094, grad_norm: 1.7004 2020-07-23 22:18:43,492 - mmaction - INFO - Epoch [6][2120/3757] lr: 9.991e-02, eta: 9 days, 1:44:50, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1758, top5_acc: 0.4148, loss_cls: 3.9311, loss: 3.9311, grad_norm: 1.7313 2020-07-23 22:18:59,263 - mmaction - INFO - Epoch [6][2140/3757] lr: 9.991e-02, eta: 9 days, 1:43:52, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2188, top5_acc: 0.4414, loss_cls: 3.7787, loss: 3.7787, grad_norm: 1.6962 2020-07-23 22:19:15,035 - mmaction - INFO - Epoch [6][2160/3757] lr: 9.991e-02, eta: 9 days, 1:42:56, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1859, top5_acc: 0.4102, loss_cls: 3.9019, loss: 3.9019, grad_norm: 1.7184 2020-07-23 22:19:30,901 - mmaction - INFO - Epoch [6][2180/3757] lr: 9.991e-02, eta: 9 days, 1:42:04, time: 0.793, data_time: 0.005, memory: 6201, top1_acc: 0.1938, top5_acc: 0.4195, loss_cls: 3.8728, loss: 3.8728, grad_norm: 1.7346 2020-07-23 22:19:46,867 - mmaction - INFO - Epoch [6][2200/3757] lr: 9.991e-02, eta: 9 days, 1:41:16, time: 0.798, data_time: 0.011, memory: 6201, top1_acc: 0.1781, top5_acc: 0.4023, loss_cls: 3.9454, loss: 3.9454, grad_norm: 1.7290 2020-07-23 22:20:02,703 - mmaction - INFO - Epoch [6][2220/3757] lr: 9.991e-02, eta: 9 days, 1:40:22, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.1812, top5_acc: 0.4070, loss_cls: 3.9271, loss: 3.9271, grad_norm: 1.6981 2020-07-23 22:20:18,426 - mmaction - INFO - Epoch [6][2240/3757] lr: 9.991e-02, eta: 9 days, 1:39:24, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.1742, top5_acc: 0.4203, loss_cls: 3.8627, loss: 3.8627, grad_norm: 1.6882 2020-07-23 22:20:34,231 - mmaction - INFO - Epoch [6][2260/3757] lr: 9.991e-02, eta: 9 days, 1:38:29, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1859, top5_acc: 0.4055, loss_cls: 3.9102, loss: 3.9102, grad_norm: 1.6932 2020-07-23 22:20:50,046 - mmaction - INFO - Epoch [6][2280/3757] lr: 9.991e-02, eta: 9 days, 1:37:34, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1805, top5_acc: 0.3914, loss_cls: 3.9637, loss: 3.9637, grad_norm: 1.7572 2020-07-23 22:21:05,807 - mmaction - INFO - Epoch [6][2300/3757] lr: 9.991e-02, eta: 9 days, 1:36:38, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1812, top5_acc: 0.4070, loss_cls: 3.9758, loss: 3.9758, grad_norm: 1.7421 2020-07-23 22:21:21,554 - mmaction - INFO - Epoch [6][2320/3757] lr: 9.991e-02, eta: 9 days, 1:35:41, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1781, top5_acc: 0.4250, loss_cls: 3.8998, loss: 3.8998, grad_norm: 1.7300 2020-07-23 22:21:37,314 - mmaction - INFO - Epoch [6][2340/3757] lr: 9.991e-02, eta: 9 days, 1:34:45, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1797, top5_acc: 0.4047, loss_cls: 3.9116, loss: 3.9116, grad_norm: 1.6746 2020-07-23 22:21:53,416 - mmaction - INFO - Epoch [6][2360/3757] lr: 9.991e-02, eta: 9 days, 1:34:03, time: 0.804, data_time: 0.016, memory: 6201, top1_acc: 0.1930, top5_acc: 0.4320, loss_cls: 3.8090, loss: 3.8090, grad_norm: 1.7324 2020-07-23 22:22:09,300 - mmaction - INFO - Epoch [6][2380/3757] lr: 9.991e-02, eta: 9 days, 1:33:12, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.1898, top5_acc: 0.4070, loss_cls: 3.9760, loss: 3.9760, grad_norm: 1.7561 2020-07-23 22:22:25,172 - mmaction - INFO - Epoch [6][2400/3757] lr: 9.991e-02, eta: 9 days, 1:32:21, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.1820, top5_acc: 0.3922, loss_cls: 4.0226, loss: 4.0226, grad_norm: 1.7140 2020-07-23 22:22:40,815 - mmaction - INFO - Epoch [6][2420/3757] lr: 9.991e-02, eta: 9 days, 1:31:20, time: 0.782, data_time: 0.001, memory: 6201, top1_acc: 0.2086, top5_acc: 0.4281, loss_cls: 3.8205, loss: 3.8205, grad_norm: 1.6781 2020-07-23 22:22:56,632 - mmaction - INFO - Epoch [6][2440/3757] lr: 9.991e-02, eta: 9 days, 1:30:26, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1977, top5_acc: 0.4141, loss_cls: 3.8507, loss: 3.8507, grad_norm: 1.7373 2020-07-23 22:23:12,376 - mmaction - INFO - Epoch [6][2460/3757] lr: 9.991e-02, eta: 9 days, 1:29:29, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1859, top5_acc: 0.4156, loss_cls: 3.9181, loss: 3.9181, grad_norm: 1.6966 2020-07-23 22:23:28,157 - mmaction - INFO - Epoch [6][2480/3757] lr: 9.991e-02, eta: 9 days, 1:28:35, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1938, top5_acc: 0.4242, loss_cls: 3.8373, loss: 3.8373, grad_norm: 1.7442 2020-07-23 22:23:43,904 - mmaction - INFO - Epoch [6][2500/3757] lr: 9.991e-02, eta: 9 days, 1:27:38, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1727, top5_acc: 0.3969, loss_cls: 3.9719, loss: 3.9719, grad_norm: 1.7753 2020-07-23 22:23:59,678 - mmaction - INFO - Epoch [6][2520/3757] lr: 9.991e-02, eta: 9 days, 1:26:43, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1992, top5_acc: 0.4219, loss_cls: 3.9107, loss: 3.9107, grad_norm: 1.6964 2020-07-23 22:24:15,441 - mmaction - INFO - Epoch [6][2540/3757] lr: 9.991e-02, eta: 9 days, 1:25:47, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1883, top5_acc: 0.4109, loss_cls: 3.9377, loss: 3.9377, grad_norm: 1.6891 2020-07-23 22:24:31,242 - mmaction - INFO - Epoch [6][2560/3757] lr: 9.991e-02, eta: 9 days, 1:24:53, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2070, top5_acc: 0.4344, loss_cls: 3.7582, loss: 3.7582, grad_norm: 1.7223 2020-07-23 22:24:47,041 - mmaction - INFO - Epoch [6][2580/3757] lr: 9.991e-02, eta: 9 days, 1:23:59, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1773, top5_acc: 0.4195, loss_cls: 3.9113, loss: 3.9113, grad_norm: 1.7286 2020-07-23 22:25:02,892 - mmaction - INFO - Epoch [6][2600/3757] lr: 9.991e-02, eta: 9 days, 1:23:08, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2102, top5_acc: 0.4391, loss_cls: 3.8313, loss: 3.8313, grad_norm: 1.7058 2020-07-23 22:25:18,622 - mmaction - INFO - Epoch [6][2620/3757] lr: 9.991e-02, eta: 9 days, 1:22:11, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.1852, top5_acc: 0.4313, loss_cls: 3.8455, loss: 3.8455, grad_norm: 1.7492 2020-07-23 22:25:34,440 - mmaction - INFO - Epoch [6][2640/3757] lr: 9.991e-02, eta: 9 days, 1:21:17, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1914, top5_acc: 0.4102, loss_cls: 3.9110, loss: 3.9110, grad_norm: 1.7582 2020-07-23 22:25:50,182 - mmaction - INFO - Epoch [6][2660/3757] lr: 9.991e-02, eta: 9 days, 1:20:22, time: 0.789, data_time: 0.005, memory: 6201, top1_acc: 0.1961, top5_acc: 0.4227, loss_cls: 3.8792, loss: 3.8792, grad_norm: 1.7074 2020-07-23 22:26:05,981 - mmaction - INFO - Epoch [6][2680/3757] lr: 9.991e-02, eta: 9 days, 1:19:28, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1836, top5_acc: 0.4109, loss_cls: 3.9425, loss: 3.9425, grad_norm: 1.7488 2020-07-23 22:26:21,761 - mmaction - INFO - Epoch [6][2700/3757] lr: 9.991e-02, eta: 9 days, 1:18:34, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2164, top5_acc: 0.4266, loss_cls: 3.8325, loss: 3.8325, grad_norm: 1.7107 2020-07-23 22:26:37,495 - mmaction - INFO - Epoch [6][2720/3757] lr: 9.991e-02, eta: 9 days, 1:17:37, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.1695, top5_acc: 0.3930, loss_cls: 3.9905, loss: 3.9905, grad_norm: 1.7406 2020-07-23 22:26:53,242 - mmaction - INFO - Epoch [6][2740/3757] lr: 9.991e-02, eta: 9 days, 1:16:42, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1750, top5_acc: 0.4039, loss_cls: 3.9725, loss: 3.9725, grad_norm: 1.7208 2020-07-23 22:27:09,014 - mmaction - INFO - Epoch [6][2760/3757] lr: 9.991e-02, eta: 9 days, 1:15:48, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1875, top5_acc: 0.3953, loss_cls: 4.0035, loss: 4.0035, grad_norm: 1.6960 2020-07-23 22:27:24,789 - mmaction - INFO - Epoch [6][2780/3757] lr: 9.991e-02, eta: 9 days, 1:14:53, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1875, top5_acc: 0.4234, loss_cls: 3.9192, loss: 3.9192, grad_norm: 1.6924 2020-07-23 22:27:40,567 - mmaction - INFO - Epoch [6][2800/3757] lr: 9.991e-02, eta: 9 days, 1:14:00, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1977, top5_acc: 0.4305, loss_cls: 3.8193, loss: 3.8193, grad_norm: 1.7100 2020-07-23 22:27:56,360 - mmaction - INFO - Epoch [6][2820/3757] lr: 9.991e-02, eta: 9 days, 1:13:06, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2078, top5_acc: 0.4266, loss_cls: 3.9003, loss: 3.9003, grad_norm: 1.6955 2020-07-23 22:28:12,127 - mmaction - INFO - Epoch [6][2840/3757] lr: 9.991e-02, eta: 9 days, 1:12:12, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1664, top5_acc: 0.4086, loss_cls: 3.9961, loss: 3.9961, grad_norm: 1.6923 2020-07-23 22:28:27,877 - mmaction - INFO - Epoch [6][2860/3757] lr: 9.991e-02, eta: 9 days, 1:11:17, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1883, top5_acc: 0.4125, loss_cls: 3.8896, loss: 3.8896, grad_norm: 1.7020 2020-07-23 22:28:43,602 - mmaction - INFO - Epoch [6][2880/3757] lr: 9.991e-02, eta: 9 days, 1:10:21, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.1812, top5_acc: 0.4141, loss_cls: 3.9541, loss: 3.9541, grad_norm: 1.7075 2020-07-23 22:28:59,373 - mmaction - INFO - Epoch [6][2900/3757] lr: 9.991e-02, eta: 9 days, 1:09:27, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1766, top5_acc: 0.3945, loss_cls: 3.9095, loss: 3.9095, grad_norm: 1.6875 2020-07-23 22:29:15,143 - mmaction - INFO - Epoch [6][2920/3757] lr: 9.991e-02, eta: 9 days, 1:08:33, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1883, top5_acc: 0.4313, loss_cls: 3.8675, loss: 3.8675, grad_norm: 1.7103 2020-07-23 22:29:30,901 - mmaction - INFO - Epoch [6][2940/3757] lr: 9.991e-02, eta: 9 days, 1:07:38, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2094, top5_acc: 0.4305, loss_cls: 3.7764, loss: 3.7764, grad_norm: 1.6975 2020-07-23 22:29:46,713 - mmaction - INFO - Epoch [6][2960/3757] lr: 9.991e-02, eta: 9 days, 1:06:46, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2047, top5_acc: 0.4313, loss_cls: 3.7848, loss: 3.7848, grad_norm: 1.7362 2020-07-23 22:30:02,560 - mmaction - INFO - Epoch [6][2980/3757] lr: 9.991e-02, eta: 9 days, 1:05:55, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1859, top5_acc: 0.4203, loss_cls: 3.8801, loss: 3.8801, grad_norm: 1.7038 2020-07-23 22:30:18,309 - mmaction - INFO - Epoch [6][3000/3757] lr: 9.991e-02, eta: 9 days, 1:05:01, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1930, top5_acc: 0.4313, loss_cls: 3.8553, loss: 3.8553, grad_norm: 1.7339 2020-07-23 22:30:34,091 - mmaction - INFO - Epoch [6][3020/3757] lr: 9.991e-02, eta: 9 days, 1:04:08, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1891, top5_acc: 0.4391, loss_cls: 3.9101, loss: 3.9101, grad_norm: 1.7224 2020-07-23 22:30:49,894 - mmaction - INFO - Epoch [6][3040/3757] lr: 9.991e-02, eta: 9 days, 1:03:16, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2008, top5_acc: 0.4125, loss_cls: 3.8582, loss: 3.8582, grad_norm: 1.7308 2020-07-23 22:31:05,729 - mmaction - INFO - Epoch [6][3060/3757] lr: 9.991e-02, eta: 9 days, 1:02:26, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2062, top5_acc: 0.4359, loss_cls: 3.8633, loss: 3.8633, grad_norm: 1.7491 2020-07-23 22:31:21,551 - mmaction - INFO - Epoch [6][3080/3757] lr: 9.991e-02, eta: 9 days, 1:01:35, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1820, top5_acc: 0.4227, loss_cls: 3.8938, loss: 3.8938, grad_norm: 1.7452 2020-07-23 22:31:37,270 - mmaction - INFO - Epoch [6][3100/3757] lr: 9.991e-02, eta: 9 days, 1:00:39, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.1969, top5_acc: 0.4156, loss_cls: 3.8753, loss: 3.8753, grad_norm: 1.6804 2020-07-23 22:31:53,062 - mmaction - INFO - Epoch [6][3120/3757] lr: 9.991e-02, eta: 9 days, 0:59:47, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1906, top5_acc: 0.4109, loss_cls: 3.9197, loss: 3.9197, grad_norm: 1.7210 2020-07-23 22:32:08,797 - mmaction - INFO - Epoch [6][3140/3757] lr: 9.991e-02, eta: 9 days, 0:58:52, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.1961, top5_acc: 0.4117, loss_cls: 3.9253, loss: 3.9253, grad_norm: 1.7573 2020-07-23 22:32:24,680 - mmaction - INFO - Epoch [6][3160/3757] lr: 9.991e-02, eta: 9 days, 0:58:04, time: 0.795, data_time: 0.003, memory: 6201, top1_acc: 0.1898, top5_acc: 0.4305, loss_cls: 3.8754, loss: 3.8754, grad_norm: 1.7202 2020-07-23 22:32:40,369 - mmaction - INFO - Epoch [6][3180/3757] lr: 9.991e-02, eta: 9 days, 0:57:07, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2117, top5_acc: 0.4359, loss_cls: 3.7994, loss: 3.7994, grad_norm: 1.6762 2020-07-23 22:32:56,183 - mmaction - INFO - Epoch [6][3200/3757] lr: 9.991e-02, eta: 9 days, 0:56:16, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2008, top5_acc: 0.4227, loss_cls: 3.8140, loss: 3.8140, grad_norm: 1.7249 2020-07-23 22:33:11,984 - mmaction - INFO - Epoch [6][3220/3757] lr: 9.991e-02, eta: 9 days, 0:55:24, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1898, top5_acc: 0.4258, loss_cls: 3.8247, loss: 3.8247, grad_norm: 1.7452 2020-07-23 22:33:27,726 - mmaction - INFO - Epoch [6][3240/3757] lr: 9.991e-02, eta: 9 days, 0:54:30, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2023, top5_acc: 0.4250, loss_cls: 3.8971, loss: 3.8971, grad_norm: 1.7773 2020-07-23 22:33:43,538 - mmaction - INFO - Epoch [6][3260/3757] lr: 9.991e-02, eta: 9 days, 0:53:39, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1992, top5_acc: 0.4336, loss_cls: 3.9265, loss: 3.9265, grad_norm: 1.7496 2020-07-23 22:33:59,356 - mmaction - INFO - Epoch [6][3280/3757] lr: 9.991e-02, eta: 9 days, 0:52:49, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.1969, top5_acc: 0.4477, loss_cls: 3.8229, loss: 3.8229, grad_norm: 1.6915 2020-07-23 22:34:15,116 - mmaction - INFO - Epoch [6][3300/3757] lr: 9.991e-02, eta: 9 days, 0:51:55, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1961, top5_acc: 0.4383, loss_cls: 3.8145, loss: 3.8145, grad_norm: 1.7762 2020-07-23 22:34:30,824 - mmaction - INFO - Epoch [6][3320/3757] lr: 9.991e-02, eta: 9 days, 0:51:00, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2086, top5_acc: 0.4344, loss_cls: 3.8682, loss: 3.8682, grad_norm: 1.6990 2020-07-23 22:34:46,568 - mmaction - INFO - Epoch [6][3340/3757] lr: 9.991e-02, eta: 9 days, 0:50:06, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1961, top5_acc: 0.4055, loss_cls: 3.8966, loss: 3.8966, grad_norm: 1.7052 2020-07-23 22:35:02,402 - mmaction - INFO - Epoch [6][3360/3757] lr: 9.991e-02, eta: 9 days, 0:49:17, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1891, top5_acc: 0.4062, loss_cls: 3.9875, loss: 3.9875, grad_norm: 1.7213 2020-07-23 22:35:18,089 - mmaction - INFO - Epoch [6][3380/3757] lr: 9.991e-02, eta: 9 days, 0:48:21, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.1688, top5_acc: 0.3906, loss_cls: 3.9617, loss: 3.9617, grad_norm: 1.7648 2020-07-23 22:35:33,851 - mmaction - INFO - Epoch [6][3400/3757] lr: 9.991e-02, eta: 9 days, 0:47:29, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1852, top5_acc: 0.4219, loss_cls: 3.8809, loss: 3.8809, grad_norm: 1.6888 2020-07-23 22:35:49,600 - mmaction - INFO - Epoch [6][3420/3757] lr: 9.991e-02, eta: 9 days, 0:46:35, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1711, top5_acc: 0.4242, loss_cls: 3.9288, loss: 3.9288, grad_norm: 1.7087 2020-07-23 22:36:05,320 - mmaction - INFO - Epoch [6][3440/3757] lr: 9.991e-02, eta: 9 days, 0:45:41, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.1906, top5_acc: 0.4313, loss_cls: 3.8806, loss: 3.8806, grad_norm: 1.6991 2020-07-23 22:36:21,115 - mmaction - INFO - Epoch [6][3460/3757] lr: 9.991e-02, eta: 9 days, 0:44:49, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1945, top5_acc: 0.4188, loss_cls: 3.8408, loss: 3.8408, grad_norm: 1.7184 2020-07-23 22:36:36,835 - mmaction - INFO - Epoch [6][3480/3757] lr: 9.991e-02, eta: 9 days, 0:43:56, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2047, top5_acc: 0.4461, loss_cls: 3.7898, loss: 3.7898, grad_norm: 1.7318 2020-07-23 22:36:52,639 - mmaction - INFO - Epoch [6][3500/3757] lr: 9.991e-02, eta: 9 days, 0:43:05, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1961, top5_acc: 0.4344, loss_cls: 3.8478, loss: 3.8478, grad_norm: 1.8122 2020-07-23 22:37:08,417 - mmaction - INFO - Epoch [6][3520/3757] lr: 9.991e-02, eta: 9 days, 0:42:14, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1977, top5_acc: 0.4234, loss_cls: 3.9135, loss: 3.9135, grad_norm: 1.7233 2020-07-23 22:37:24,217 - mmaction - INFO - Epoch [6][3540/3757] lr: 9.991e-02, eta: 9 days, 0:41:23, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2117, top5_acc: 0.4180, loss_cls: 3.8292, loss: 3.8292, grad_norm: 1.6997 2020-07-23 22:37:40,064 - mmaction - INFO - Epoch [6][3560/3757] lr: 9.991e-02, eta: 9 days, 0:40:34, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2180, top5_acc: 0.4383, loss_cls: 3.8965, loss: 3.8965, grad_norm: 1.7332 2020-07-23 22:37:55,824 - mmaction - INFO - Epoch [6][3580/3757] lr: 9.991e-02, eta: 9 days, 0:39:42, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2047, top5_acc: 0.4500, loss_cls: 3.7419, loss: 3.7419, grad_norm: 1.7109 2020-07-23 22:38:11,621 - mmaction - INFO - Epoch [6][3600/3757] lr: 9.991e-02, eta: 9 days, 0:38:52, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2078, top5_acc: 0.4313, loss_cls: 3.8181, loss: 3.8181, grad_norm: 1.7307 2020-07-23 22:38:27,422 - mmaction - INFO - Epoch [6][3620/3757] lr: 9.991e-02, eta: 9 days, 0:38:01, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2023, top5_acc: 0.4156, loss_cls: 3.8967, loss: 3.8967, grad_norm: 1.7423 2020-07-23 22:38:43,239 - mmaction - INFO - Epoch [6][3640/3757] lr: 9.991e-02, eta: 9 days, 0:37:12, time: 0.791, data_time: 0.002, memory: 6201, top1_acc: 0.2055, top5_acc: 0.4109, loss_cls: 3.8587, loss: 3.8587, grad_norm: 1.6978 2020-07-23 22:38:59,003 - mmaction - INFO - Epoch [6][3660/3757] lr: 9.991e-02, eta: 9 days, 0:36:20, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1984, top5_acc: 0.4430, loss_cls: 3.7647, loss: 3.7647, grad_norm: 1.7142 2020-07-23 22:39:14,814 - mmaction - INFO - Epoch [6][3680/3757] lr: 9.991e-02, eta: 9 days, 0:35:30, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.1977, top5_acc: 0.4375, loss_cls: 3.8213, loss: 3.8213, grad_norm: 1.7480 2020-07-23 22:39:30,654 - mmaction - INFO - Epoch [6][3700/3757] lr: 9.991e-02, eta: 9 days, 0:34:41, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2023, top5_acc: 0.4344, loss_cls: 3.8557, loss: 3.8557, grad_norm: 1.7228 2020-07-23 22:39:46,442 - mmaction - INFO - Epoch [6][3720/3757] lr: 9.991e-02, eta: 9 days, 0:33:51, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.1961, top5_acc: 0.4031, loss_cls: 3.9649, loss: 3.9649, grad_norm: 1.7130 2020-07-23 22:40:02,482 - mmaction - INFO - Epoch [6][3740/3757] lr: 9.991e-02, eta: 9 days, 0:33:11, time: 0.803, data_time: 0.014, memory: 6201, top1_acc: 0.1703, top5_acc: 0.3930, loss_cls: 3.9965, loss: 3.9965, grad_norm: 1.6766 2020-07-23 22:43:25,929 - mmaction - INFO - Epoch [7][20/3757] lr: 9.986e-02, eta: 9 days, 2:17:36, time: 9.097, data_time: 8.186, memory: 6201, top1_acc: 0.2094, top5_acc: 0.4344, loss_cls: 3.8478, loss: 3.8478, grad_norm: 1.7350 2020-07-23 22:43:41,715 - mmaction - INFO - Epoch [7][40/3757] lr: 9.986e-02, eta: 9 days, 2:16:40, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.1812, top5_acc: 0.4391, loss_cls: 3.7915, loss: 3.7915, grad_norm: 1.7520 2020-07-23 22:43:57,541 - mmaction - INFO - Epoch [7][60/3757] lr: 9.986e-02, eta: 9 days, 2:15:46, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1984, top5_acc: 0.4273, loss_cls: 3.8277, loss: 3.8277, grad_norm: 1.6958 2020-07-23 22:44:13,321 - mmaction - INFO - Epoch [7][80/3757] lr: 9.986e-02, eta: 9 days, 2:14:49, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1867, top5_acc: 0.4344, loss_cls: 3.9159, loss: 3.9159, grad_norm: 1.8189 2020-07-23 22:44:29,113 - mmaction - INFO - Epoch [7][100/3757] lr: 9.986e-02, eta: 9 days, 2:13:54, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1875, top5_acc: 0.4219, loss_cls: 3.8507, loss: 3.8507, grad_norm: 1.7044 2020-07-23 22:44:44,859 - mmaction - INFO - Epoch [7][120/3757] lr: 9.986e-02, eta: 9 days, 2:12:55, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.1922, top5_acc: 0.4172, loss_cls: 3.8339, loss: 3.8339, grad_norm: 1.7003 2020-07-23 22:45:00,580 - mmaction - INFO - Epoch [7][140/3757] lr: 9.986e-02, eta: 9 days, 2:11:57, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.1984, top5_acc: 0.4195, loss_cls: 3.8425, loss: 3.8425, grad_norm: 1.7541 2020-07-23 22:45:16,357 - mmaction - INFO - Epoch [7][160/3757] lr: 9.986e-02, eta: 9 days, 2:11:01, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.1992, top5_acc: 0.4352, loss_cls: 3.8483, loss: 3.8483, grad_norm: 1.7363 2020-07-23 22:45:32,135 - mmaction - INFO - Epoch [7][180/3757] lr: 9.986e-02, eta: 9 days, 2:10:06, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1977, top5_acc: 0.4352, loss_cls: 3.8376, loss: 3.8376, grad_norm: 1.7312 2020-07-23 22:45:47,861 - mmaction - INFO - Epoch [7][200/3757] lr: 9.986e-02, eta: 9 days, 2:09:07, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2102, top5_acc: 0.4359, loss_cls: 3.7391, loss: 3.7391, grad_norm: 1.7267 2020-07-23 22:46:03,656 - mmaction - INFO - Epoch [7][220/3757] lr: 9.986e-02, eta: 9 days, 2:08:12, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2164, top5_acc: 0.4555, loss_cls: 3.7571, loss: 3.7571, grad_norm: 1.8063 2020-07-23 22:46:19,432 - mmaction - INFO - Epoch [7][240/3757] lr: 9.986e-02, eta: 9 days, 2:07:16, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1992, top5_acc: 0.4398, loss_cls: 3.8303, loss: 3.8303, grad_norm: 1.7625 2020-07-23 22:46:35,230 - mmaction - INFO - Epoch [7][260/3757] lr: 9.986e-02, eta: 9 days, 2:06:22, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2078, top5_acc: 0.4328, loss_cls: 3.8590, loss: 3.8590, grad_norm: 1.7198 2020-07-23 22:46:51,020 - mmaction - INFO - Epoch [7][280/3757] lr: 9.986e-02, eta: 9 days, 2:05:26, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2016, top5_acc: 0.4430, loss_cls: 3.7620, loss: 3.7620, grad_norm: 1.7499 2020-07-23 22:47:06,782 - mmaction - INFO - Epoch [7][300/3757] lr: 9.986e-02, eta: 9 days, 2:04:30, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1977, top5_acc: 0.4469, loss_cls: 3.8065, loss: 3.8065, grad_norm: 1.7539 2020-07-23 22:47:22,590 - mmaction - INFO - Epoch [7][320/3757] lr: 9.986e-02, eta: 9 days, 2:03:36, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2031, top5_acc: 0.4602, loss_cls: 3.7432, loss: 3.7432, grad_norm: 1.7352 2020-07-23 22:47:38,357 - mmaction - INFO - Epoch [7][340/3757] lr: 9.986e-02, eta: 9 days, 2:02:40, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2117, top5_acc: 0.4359, loss_cls: 3.8761, loss: 3.8761, grad_norm: 1.7793 2020-07-23 22:47:54,102 - mmaction - INFO - Epoch [7][360/3757] lr: 9.986e-02, eta: 9 days, 2:01:43, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2094, top5_acc: 0.4539, loss_cls: 3.7570, loss: 3.7570, grad_norm: 1.7134 2020-07-23 22:48:09,827 - mmaction - INFO - Epoch [7][380/3757] lr: 9.986e-02, eta: 9 days, 2:00:45, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.1836, top5_acc: 0.4055, loss_cls: 3.9358, loss: 3.9358, grad_norm: 1.7649 2020-07-23 22:48:25,639 - mmaction - INFO - Epoch [7][400/3757] lr: 9.986e-02, eta: 9 days, 1:59:52, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2086, top5_acc: 0.4406, loss_cls: 3.7484, loss: 3.7484, grad_norm: 1.7072 2020-07-23 22:48:41,440 - mmaction - INFO - Epoch [7][420/3757] lr: 9.986e-02, eta: 9 days, 1:58:58, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2039, top5_acc: 0.4188, loss_cls: 3.8276, loss: 3.8276, grad_norm: 1.7576 2020-07-23 22:48:57,186 - mmaction - INFO - Epoch [7][440/3757] lr: 9.986e-02, eta: 9 days, 1:58:01, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2031, top5_acc: 0.4180, loss_cls: 3.8206, loss: 3.8206, grad_norm: 1.7513 2020-07-23 22:49:12,994 - mmaction - INFO - Epoch [7][460/3757] lr: 9.986e-02, eta: 9 days, 1:57:07, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2086, top5_acc: 0.4437, loss_cls: 3.8007, loss: 3.8007, grad_norm: 1.7600 2020-07-23 22:49:28,829 - mmaction - INFO - Epoch [7][480/3757] lr: 9.986e-02, eta: 9 days, 1:56:15, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1875, top5_acc: 0.4328, loss_cls: 3.8142, loss: 3.8142, grad_norm: 1.7545 2020-07-23 22:49:44,568 - mmaction - INFO - Epoch [7][500/3757] lr: 9.986e-02, eta: 9 days, 1:55:18, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2156, top5_acc: 0.4344, loss_cls: 3.8279, loss: 3.8279, grad_norm: 1.7859 2020-07-23 22:50:00,346 - mmaction - INFO - Epoch [7][520/3757] lr: 9.986e-02, eta: 9 days, 1:54:23, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1961, top5_acc: 0.4234, loss_cls: 3.8582, loss: 3.8582, grad_norm: 1.6882 2020-07-23 22:50:16,102 - mmaction - INFO - Epoch [7][540/3757] lr: 9.986e-02, eta: 9 days, 1:53:28, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2023, top5_acc: 0.4313, loss_cls: 3.7989, loss: 3.7989, grad_norm: 1.7445 2020-07-23 22:50:32,156 - mmaction - INFO - Epoch [7][560/3757] lr: 9.986e-02, eta: 9 days, 1:52:44, time: 0.802, data_time: 0.010, memory: 6201, top1_acc: 0.1961, top5_acc: 0.4289, loss_cls: 3.8473, loss: 3.8473, grad_norm: 1.7704 2020-07-23 22:50:47,942 - mmaction - INFO - Epoch [7][580/3757] lr: 9.986e-02, eta: 9 days, 1:51:50, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2062, top5_acc: 0.4313, loss_cls: 3.7964, loss: 3.7964, grad_norm: 1.7511 2020-07-23 22:51:03,711 - mmaction - INFO - Epoch [7][600/3757] lr: 9.986e-02, eta: 9 days, 1:50:55, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.1680, top5_acc: 0.4086, loss_cls: 3.9153, loss: 3.9153, grad_norm: 1.7420 2020-07-23 22:51:19,506 - mmaction - INFO - Epoch [7][620/3757] lr: 9.986e-02, eta: 9 days, 1:50:01, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1773, top5_acc: 0.4055, loss_cls: 3.9237, loss: 3.9237, grad_norm: 1.7324 2020-07-23 22:51:35,297 - mmaction - INFO - Epoch [7][640/3757] lr: 9.986e-02, eta: 9 days, 1:49:07, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1961, top5_acc: 0.4211, loss_cls: 3.8556, loss: 3.8556, grad_norm: 1.7348 2020-07-23 22:51:51,075 - mmaction - INFO - Epoch [7][660/3757] lr: 9.986e-02, eta: 9 days, 1:48:13, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2062, top5_acc: 0.4547, loss_cls: 3.8097, loss: 3.8097, grad_norm: 1.7520 2020-07-23 22:52:06,915 - mmaction - INFO - Epoch [7][680/3757] lr: 9.986e-02, eta: 9 days, 1:47:21, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2070, top5_acc: 0.4266, loss_cls: 3.8438, loss: 3.8438, grad_norm: 1.7458 2020-07-23 22:52:22,648 - mmaction - INFO - Epoch [7][700/3757] lr: 9.986e-02, eta: 9 days, 1:46:25, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2047, top5_acc: 0.4102, loss_cls: 3.8728, loss: 3.8728, grad_norm: 1.7320 2020-07-23 22:52:38,419 - mmaction - INFO - Epoch [7][720/3757] lr: 9.986e-02, eta: 9 days, 1:45:31, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.1844, top5_acc: 0.4094, loss_cls: 3.8605, loss: 3.8605, grad_norm: 1.7151 2020-07-23 22:52:54,152 - mmaction - INFO - Epoch [7][740/3757] lr: 9.986e-02, eta: 9 days, 1:44:35, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1953, top5_acc: 0.4516, loss_cls: 3.7705, loss: 3.7705, grad_norm: 1.7570 2020-07-23 22:53:09,913 - mmaction - INFO - Epoch [7][760/3757] lr: 9.986e-02, eta: 9 days, 1:43:39, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2172, top5_acc: 0.4648, loss_cls: 3.6826, loss: 3.6826, grad_norm: 1.7866 2020-07-23 22:53:25,705 - mmaction - INFO - Epoch [7][780/3757] lr: 9.986e-02, eta: 9 days, 1:42:46, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2242, top5_acc: 0.4492, loss_cls: 3.7808, loss: 3.7808, grad_norm: 1.7962 2020-07-23 22:53:41,432 - mmaction - INFO - Epoch [7][800/3757] lr: 9.986e-02, eta: 9 days, 1:41:50, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2164, top5_acc: 0.4531, loss_cls: 3.7464, loss: 3.7464, grad_norm: 1.7966 2020-07-23 22:53:57,191 - mmaction - INFO - Epoch [7][820/3757] lr: 9.986e-02, eta: 9 days, 1:40:56, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1852, top5_acc: 0.4281, loss_cls: 3.8825, loss: 3.8825, grad_norm: 1.7641 2020-07-23 22:54:12,924 - mmaction - INFO - Epoch [7][840/3757] lr: 9.986e-02, eta: 9 days, 1:40:01, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2125, top5_acc: 0.4367, loss_cls: 3.8609, loss: 3.8609, grad_norm: 1.7122 2020-07-23 22:54:28,687 - mmaction - INFO - Epoch [7][860/3757] lr: 9.986e-02, eta: 9 days, 1:39:06, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2250, top5_acc: 0.4406, loss_cls: 3.7528, loss: 3.7528, grad_norm: 1.7321 2020-07-23 22:54:44,538 - mmaction - INFO - Epoch [7][880/3757] lr: 9.986e-02, eta: 9 days, 1:38:15, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2117, top5_acc: 0.4359, loss_cls: 3.8599, loss: 3.8599, grad_norm: 1.8010 2020-07-23 22:55:00,243 - mmaction - INFO - Epoch [7][900/3757] lr: 9.986e-02, eta: 9 days, 1:37:19, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2133, top5_acc: 0.4367, loss_cls: 3.7564, loss: 3.7564, grad_norm: 1.7284 2020-07-23 22:55:16,006 - mmaction - INFO - Epoch [7][920/3757] lr: 9.986e-02, eta: 9 days, 1:36:25, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1961, top5_acc: 0.4336, loss_cls: 3.8865, loss: 3.8865, grad_norm: 1.7449 2020-07-23 22:55:31,768 - mmaction - INFO - Epoch [7][940/3757] lr: 9.986e-02, eta: 9 days, 1:35:30, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1945, top5_acc: 0.4227, loss_cls: 3.8817, loss: 3.8817, grad_norm: 1.7120 2020-07-23 22:55:47,549 - mmaction - INFO - Epoch [7][960/3757] lr: 9.986e-02, eta: 9 days, 1:34:37, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1992, top5_acc: 0.4203, loss_cls: 3.8230, loss: 3.8230, grad_norm: 1.7386 2020-07-23 22:56:03,313 - mmaction - INFO - Epoch [7][980/3757] lr: 9.986e-02, eta: 9 days, 1:33:44, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1945, top5_acc: 0.4070, loss_cls: 3.9210, loss: 3.9210, grad_norm: 1.7038 2020-07-23 22:56:19,079 - mmaction - INFO - Epoch [7][1000/3757] lr: 9.986e-02, eta: 9 days, 1:32:50, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2180, top5_acc: 0.4445, loss_cls: 3.7557, loss: 3.7557, grad_norm: 1.7182 2020-07-23 22:56:34,959 - mmaction - INFO - Epoch [7][1020/3757] lr: 9.986e-02, eta: 9 days, 1:32:00, time: 0.793, data_time: 0.002, memory: 6201, top1_acc: 0.2102, top5_acc: 0.4531, loss_cls: 3.7532, loss: 3.7532, grad_norm: 1.7604 2020-07-23 22:56:50,698 - mmaction - INFO - Epoch [7][1040/3757] lr: 9.986e-02, eta: 9 days, 1:31:06, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2000, top5_acc: 0.4297, loss_cls: 3.8502, loss: 3.8502, grad_norm: 1.7898 2020-07-23 22:57:06,438 - mmaction - INFO - Epoch [7][1060/3757] lr: 9.986e-02, eta: 9 days, 1:30:11, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2062, top5_acc: 0.4406, loss_cls: 3.7937, loss: 3.7937, grad_norm: 1.7361 2020-07-23 22:57:22,269 - mmaction - INFO - Epoch [7][1080/3757] lr: 9.986e-02, eta: 9 days, 1:29:21, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2055, top5_acc: 0.4273, loss_cls: 3.8776, loss: 3.8776, grad_norm: 1.7626 2020-07-23 22:57:38,003 - mmaction - INFO - Epoch [7][1100/3757] lr: 9.986e-02, eta: 9 days, 1:28:26, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2078, top5_acc: 0.4484, loss_cls: 3.7494, loss: 3.7494, grad_norm: 1.7333 2020-07-23 22:57:53,798 - mmaction - INFO - Epoch [7][1120/3757] lr: 9.986e-02, eta: 9 days, 1:27:33, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2047, top5_acc: 0.4414, loss_cls: 3.8140, loss: 3.8140, grad_norm: 1.7293 2020-07-23 22:58:09,547 - mmaction - INFO - Epoch [7][1140/3757] lr: 9.986e-02, eta: 9 days, 1:26:39, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1859, top5_acc: 0.4258, loss_cls: 3.8920, loss: 3.8920, grad_norm: 1.7622 2020-07-23 22:58:25,344 - mmaction - INFO - Epoch [7][1160/3757] lr: 9.986e-02, eta: 9 days, 1:25:48, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2117, top5_acc: 0.4555, loss_cls: 3.7366, loss: 3.7366, grad_norm: 1.7076 2020-07-23 22:58:41,110 - mmaction - INFO - Epoch [7][1180/3757] lr: 9.986e-02, eta: 9 days, 1:24:55, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2062, top5_acc: 0.4367, loss_cls: 3.8527, loss: 3.8527, grad_norm: 1.7461 2020-07-23 22:58:56,867 - mmaction - INFO - Epoch [7][1200/3757] lr: 9.986e-02, eta: 9 days, 1:24:01, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2117, top5_acc: 0.4383, loss_cls: 3.7780, loss: 3.7780, grad_norm: 1.7616 2020-07-23 22:59:12,627 - mmaction - INFO - Epoch [7][1220/3757] lr: 9.986e-02, eta: 9 days, 1:23:07, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2062, top5_acc: 0.4242, loss_cls: 3.8047, loss: 3.8047, grad_norm: 1.8026 2020-07-23 22:59:28,353 - mmaction - INFO - Epoch [7][1240/3757] lr: 9.986e-02, eta: 9 days, 1:22:13, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.1961, top5_acc: 0.4320, loss_cls: 3.8925, loss: 3.8925, grad_norm: 1.7598 2020-07-23 22:59:44,088 - mmaction - INFO - Epoch [7][1260/3757] lr: 9.986e-02, eta: 9 days, 1:21:19, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2047, top5_acc: 0.4375, loss_cls: 3.8777, loss: 3.8777, grad_norm: 1.7433 2020-07-23 22:59:59,863 - mmaction - INFO - Epoch [7][1280/3757] lr: 9.986e-02, eta: 9 days, 1:20:27, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2242, top5_acc: 0.4437, loss_cls: 3.7104, loss: 3.7104, grad_norm: 1.7527 2020-07-23 23:00:21,267 - mmaction - INFO - Epoch [7][1300/3757] lr: 9.986e-02, eta: 9 days, 1:23:14, time: 1.068, data_time: 0.003, memory: 6201, top1_acc: 0.1992, top5_acc: 0.4195, loss_cls: 3.8763, loss: 3.8763, grad_norm: 1.7553 2020-07-23 23:00:37,037 - mmaction - INFO - Epoch [7][1320/3757] lr: 9.986e-02, eta: 9 days, 1:22:22, time: 0.790, data_time: 0.006, memory: 6201, top1_acc: 0.2039, top5_acc: 0.4313, loss_cls: 3.8682, loss: 3.8682, grad_norm: 1.7343 2020-07-23 23:00:52,827 - mmaction - INFO - Epoch [7][1340/3757] lr: 9.986e-02, eta: 9 days, 1:21:31, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2109, top5_acc: 0.4391, loss_cls: 3.7955, loss: 3.7955, grad_norm: 1.7164 2020-07-23 23:01:08,577 - mmaction - INFO - Epoch [7][1360/3757] lr: 9.986e-02, eta: 9 days, 1:20:37, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1945, top5_acc: 0.4203, loss_cls: 3.8594, loss: 3.8594, grad_norm: 1.7596 2020-07-23 23:01:24,355 - mmaction - INFO - Epoch [7][1380/3757] lr: 9.986e-02, eta: 9 days, 1:19:45, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2117, top5_acc: 0.4547, loss_cls: 3.8041, loss: 3.8041, grad_norm: 1.7360 2020-07-23 23:01:40,114 - mmaction - INFO - Epoch [7][1400/3757] lr: 9.986e-02, eta: 9 days, 1:18:52, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2055, top5_acc: 0.4609, loss_cls: 3.7039, loss: 3.7039, grad_norm: 1.7519 2020-07-23 23:01:55,877 - mmaction - INFO - Epoch [7][1420/3757] lr: 9.986e-02, eta: 9 days, 1:18:00, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2102, top5_acc: 0.4414, loss_cls: 3.8281, loss: 3.8281, grad_norm: 1.7828 2020-07-23 23:02:11,673 - mmaction - INFO - Epoch [7][1440/3757] lr: 9.986e-02, eta: 9 days, 1:17:08, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2180, top5_acc: 0.4523, loss_cls: 3.7567, loss: 3.7567, grad_norm: 1.7363 2020-07-23 23:02:27,344 - mmaction - INFO - Epoch [7][1460/3757] lr: 9.986e-02, eta: 9 days, 1:16:11, time: 0.782, data_time: 0.001, memory: 6201, top1_acc: 0.2023, top5_acc: 0.4258, loss_cls: 3.8641, loss: 3.8641, grad_norm: 1.7853 2020-07-23 23:02:43,128 - mmaction - INFO - Epoch [7][1480/3757] lr: 9.986e-02, eta: 9 days, 1:15:20, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2047, top5_acc: 0.4336, loss_cls: 3.8827, loss: 3.8827, grad_norm: 1.7439 2020-07-23 23:02:58,885 - mmaction - INFO - Epoch [7][1500/3757] lr: 9.986e-02, eta: 9 days, 1:14:27, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.1875, top5_acc: 0.4242, loss_cls: 3.8674, loss: 3.8674, grad_norm: 1.7440 2020-07-23 23:03:14,656 - mmaction - INFO - Epoch [7][1520/3757] lr: 9.986e-02, eta: 9 days, 1:13:36, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2062, top5_acc: 0.4461, loss_cls: 3.7342, loss: 3.7342, grad_norm: 1.7670 2020-07-23 23:03:30,545 - mmaction - INFO - Epoch [7][1540/3757] lr: 9.986e-02, eta: 9 days, 1:12:48, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2016, top5_acc: 0.4203, loss_cls: 3.8954, loss: 3.8954, grad_norm: 1.7626 2020-07-23 23:03:46,258 - mmaction - INFO - Epoch [7][1560/3757] lr: 9.986e-02, eta: 9 days, 1:11:53, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2008, top5_acc: 0.4062, loss_cls: 3.8248, loss: 3.8248, grad_norm: 1.7367 2020-07-23 23:04:02,016 - mmaction - INFO - Epoch [7][1580/3757] lr: 9.986e-02, eta: 9 days, 1:11:01, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2234, top5_acc: 0.4531, loss_cls: 3.6993, loss: 3.6993, grad_norm: 1.7387 2020-07-23 23:04:17,812 - mmaction - INFO - Epoch [7][1600/3757] lr: 9.986e-02, eta: 9 days, 1:10:11, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2102, top5_acc: 0.4477, loss_cls: 3.8231, loss: 3.8231, grad_norm: 1.7767 2020-07-23 23:04:33,566 - mmaction - INFO - Epoch [7][1620/3757] lr: 9.986e-02, eta: 9 days, 1:09:18, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1812, top5_acc: 0.4258, loss_cls: 3.8349, loss: 3.8349, grad_norm: 1.7508 2020-07-23 23:04:49,304 - mmaction - INFO - Epoch [7][1640/3757] lr: 9.986e-02, eta: 9 days, 1:08:25, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2219, top5_acc: 0.4313, loss_cls: 3.7836, loss: 3.7836, grad_norm: 1.7186 2020-07-23 23:05:05,380 - mmaction - INFO - Epoch [7][1660/3757] lr: 9.986e-02, eta: 9 days, 1:07:45, time: 0.803, data_time: 0.003, memory: 6201, top1_acc: 0.2078, top5_acc: 0.4406, loss_cls: 3.7939, loss: 3.7939, grad_norm: 1.7650 2020-07-23 23:05:21,065 - mmaction - INFO - Epoch [7][1680/3757] lr: 9.986e-02, eta: 9 days, 1:06:50, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2219, top5_acc: 0.4578, loss_cls: 3.7414, loss: 3.7414, grad_norm: 1.7232 2020-07-23 23:05:36,814 - mmaction - INFO - Epoch [7][1700/3757] lr: 9.986e-02, eta: 9 days, 1:05:58, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1984, top5_acc: 0.4258, loss_cls: 3.8502, loss: 3.8502, grad_norm: 1.7743 2020-07-23 23:05:52,584 - mmaction - INFO - Epoch [7][1720/3757] lr: 9.986e-02, eta: 9 days, 1:05:06, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2008, top5_acc: 0.4188, loss_cls: 3.8149, loss: 3.8149, grad_norm: 1.7510 2020-07-23 23:06:08,346 - mmaction - INFO - Epoch [7][1740/3757] lr: 9.986e-02, eta: 9 days, 1:04:15, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2211, top5_acc: 0.4367, loss_cls: 3.8277, loss: 3.8277, grad_norm: 1.7578 2020-07-23 23:06:24,123 - mmaction - INFO - Epoch [7][1760/3757] lr: 9.986e-02, eta: 9 days, 1:03:24, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2047, top5_acc: 0.4297, loss_cls: 3.7613, loss: 3.7613, grad_norm: 1.7297 2020-07-23 23:06:39,890 - mmaction - INFO - Epoch [7][1780/3757] lr: 9.986e-02, eta: 9 days, 1:02:32, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2039, top5_acc: 0.4516, loss_cls: 3.7640, loss: 3.7640, grad_norm: 1.7505 2020-07-23 23:06:55,654 - mmaction - INFO - Epoch [7][1800/3757] lr: 9.986e-02, eta: 9 days, 1:01:40, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.1945, top5_acc: 0.4289, loss_cls: 3.8751, loss: 3.8751, grad_norm: 1.7923 2020-07-23 23:07:11,424 - mmaction - INFO - Epoch [7][1820/3757] lr: 9.986e-02, eta: 9 days, 1:00:49, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1922, top5_acc: 0.4156, loss_cls: 3.8951, loss: 3.8951, grad_norm: 1.6996 2020-07-23 23:07:27,215 - mmaction - INFO - Epoch [7][1840/3757] lr: 9.986e-02, eta: 9 days, 0:59:59, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1930, top5_acc: 0.4320, loss_cls: 3.8390, loss: 3.8390, grad_norm: 1.7206 2020-07-23 23:07:42,998 - mmaction - INFO - Epoch [7][1860/3757] lr: 9.986e-02, eta: 9 days, 0:59:08, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2023, top5_acc: 0.4258, loss_cls: 3.8047, loss: 3.8047, grad_norm: 1.7860 2020-07-23 23:07:58,753 - mmaction - INFO - Epoch [7][1880/3757] lr: 9.986e-02, eta: 9 days, 0:58:16, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2039, top5_acc: 0.4398, loss_cls: 3.7594, loss: 3.7594, grad_norm: 1.7170 2020-07-23 23:08:14,801 - mmaction - INFO - Epoch [7][1900/3757] lr: 9.986e-02, eta: 9 days, 0:57:36, time: 0.802, data_time: 0.011, memory: 6201, top1_acc: 0.2055, top5_acc: 0.4477, loss_cls: 3.8105, loss: 3.8105, grad_norm: 1.7573 2020-07-23 23:08:30,563 - mmaction - INFO - Epoch [7][1920/3757] lr: 9.986e-02, eta: 9 days, 0:56:45, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1984, top5_acc: 0.4313, loss_cls: 3.8438, loss: 3.8438, grad_norm: 1.7554 2020-07-23 23:08:46,294 - mmaction - INFO - Epoch [7][1940/3757] lr: 9.986e-02, eta: 9 days, 0:55:52, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2000, top5_acc: 0.4578, loss_cls: 3.7108, loss: 3.7108, grad_norm: 1.7505 2020-07-23 23:09:02,105 - mmaction - INFO - Epoch [7][1960/3757] lr: 9.986e-02, eta: 9 days, 0:55:03, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2000, top5_acc: 0.4461, loss_cls: 3.8194, loss: 3.8194, grad_norm: 1.7629 2020-07-23 23:09:17,898 - mmaction - INFO - Epoch [7][1980/3757] lr: 9.986e-02, eta: 9 days, 0:54:13, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2039, top5_acc: 0.4250, loss_cls: 3.8518, loss: 3.8518, grad_norm: 1.7624 2020-07-23 23:09:33,734 - mmaction - INFO - Epoch [7][2000/3757] lr: 9.986e-02, eta: 9 days, 0:53:25, time: 0.791, data_time: 0.002, memory: 6201, top1_acc: 0.2125, top5_acc: 0.4391, loss_cls: 3.7682, loss: 3.7682, grad_norm: 1.7116 2020-07-23 23:09:49,484 - mmaction - INFO - Epoch [7][2020/3757] lr: 9.986e-02, eta: 9 days, 0:52:34, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2109, top5_acc: 0.4375, loss_cls: 3.8350, loss: 3.8350, grad_norm: 1.7416 2020-07-23 23:10:05,275 - mmaction - INFO - Epoch [7][2040/3757] lr: 9.986e-02, eta: 9 days, 0:51:44, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2078, top5_acc: 0.4266, loss_cls: 3.8512, loss: 3.8512, grad_norm: 1.7653 2020-07-23 23:10:20,973 - mmaction - INFO - Epoch [7][2060/3757] lr: 9.986e-02, eta: 9 days, 0:50:50, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2086, top5_acc: 0.4211, loss_cls: 3.8290, loss: 3.8290, grad_norm: 1.7784 2020-07-23 23:10:36,836 - mmaction - INFO - Epoch [7][2080/3757] lr: 9.986e-02, eta: 9 days, 0:50:03, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2008, top5_acc: 0.4086, loss_cls: 3.9143, loss: 3.9143, grad_norm: 1.7993 2020-07-23 23:10:52,603 - mmaction - INFO - Epoch [7][2100/3757] lr: 9.986e-02, eta: 9 days, 0:49:13, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2055, top5_acc: 0.4477, loss_cls: 3.8147, loss: 3.8147, grad_norm: 1.7290 2020-07-23 23:11:08,388 - mmaction - INFO - Epoch [7][2120/3757] lr: 9.986e-02, eta: 9 days, 0:48:23, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1859, top5_acc: 0.4227, loss_cls: 3.8833, loss: 3.8833, grad_norm: 1.7339 2020-07-23 23:11:24,210 - mmaction - INFO - Epoch [7][2140/3757] lr: 9.986e-02, eta: 9 days, 0:47:34, time: 0.791, data_time: 0.005, memory: 6201, top1_acc: 0.2109, top5_acc: 0.4594, loss_cls: 3.7756, loss: 3.7756, grad_norm: 1.7124 2020-07-23 23:11:39,974 - mmaction - INFO - Epoch [7][2160/3757] lr: 9.986e-02, eta: 9 days, 0:46:44, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2078, top5_acc: 0.4414, loss_cls: 3.7792, loss: 3.7792, grad_norm: 1.7321 2020-07-23 23:11:55,825 - mmaction - INFO - Epoch [7][2180/3757] lr: 9.986e-02, eta: 9 days, 0:45:56, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.1891, top5_acc: 0.4289, loss_cls: 3.8165, loss: 3.8165, grad_norm: 1.7760 2020-07-23 23:12:11,523 - mmaction - INFO - Epoch [7][2200/3757] lr: 9.986e-02, eta: 9 days, 0:45:04, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.1953, top5_acc: 0.4375, loss_cls: 3.7791, loss: 3.7791, grad_norm: 1.7715 2020-07-23 23:12:27,258 - mmaction - INFO - Epoch [7][2220/3757] lr: 9.986e-02, eta: 9 days, 0:44:12, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2055, top5_acc: 0.4328, loss_cls: 3.8065, loss: 3.8065, grad_norm: 1.7626 2020-07-23 23:12:43,058 - mmaction - INFO - Epoch [7][2240/3757] lr: 9.986e-02, eta: 9 days, 0:43:23, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2188, top5_acc: 0.4422, loss_cls: 3.7704, loss: 3.7704, grad_norm: 1.7599 2020-07-23 23:12:58,953 - mmaction - INFO - Epoch [7][2260/3757] lr: 9.986e-02, eta: 9 days, 0:42:38, time: 0.795, data_time: 0.003, memory: 6201, top1_acc: 0.2047, top5_acc: 0.4367, loss_cls: 3.8330, loss: 3.8330, grad_norm: 1.7821 2020-07-23 23:13:14,775 - mmaction - INFO - Epoch [7][2280/3757] lr: 9.986e-02, eta: 9 days, 0:41:50, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2125, top5_acc: 0.4430, loss_cls: 3.7484, loss: 3.7484, grad_norm: 1.7691 2020-07-23 23:13:30,576 - mmaction - INFO - Epoch [7][2300/3757] lr: 9.986e-02, eta: 9 days, 0:41:01, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2141, top5_acc: 0.4484, loss_cls: 3.7563, loss: 3.7563, grad_norm: 1.7170 2020-07-23 23:13:46,314 - mmaction - INFO - Epoch [7][2320/3757] lr: 9.986e-02, eta: 9 days, 0:40:10, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2305, top5_acc: 0.4383, loss_cls: 3.7568, loss: 3.7568, grad_norm: 1.7494 2020-07-23 23:14:02,169 - mmaction - INFO - Epoch [7][2340/3757] lr: 9.986e-02, eta: 9 days, 0:39:23, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2062, top5_acc: 0.4320, loss_cls: 3.8097, loss: 3.8097, grad_norm: 1.7845 2020-07-23 23:14:17,940 - mmaction - INFO - Epoch [7][2360/3757] lr: 9.986e-02, eta: 9 days, 0:38:34, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1953, top5_acc: 0.4148, loss_cls: 3.8973, loss: 3.8973, grad_norm: 1.7566 2020-07-23 23:14:33,783 - mmaction - INFO - Epoch [7][2380/3757] lr: 9.986e-02, eta: 9 days, 0:37:47, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.1969, top5_acc: 0.4336, loss_cls: 3.7869, loss: 3.7869, grad_norm: 1.7258 2020-07-23 23:14:49,577 - mmaction - INFO - Epoch [7][2400/3757] lr: 9.986e-02, eta: 9 days, 0:36:58, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2023, top5_acc: 0.4508, loss_cls: 3.7928, loss: 3.7928, grad_norm: 1.7544 2020-07-23 23:15:05,355 - mmaction - INFO - Epoch [7][2420/3757] lr: 9.986e-02, eta: 9 days, 0:36:09, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2125, top5_acc: 0.4375, loss_cls: 3.7675, loss: 3.7675, grad_norm: 1.7577 2020-07-23 23:15:21,054 - mmaction - INFO - Epoch [7][2440/3757] lr: 9.986e-02, eta: 9 days, 0:35:17, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.1891, top5_acc: 0.4398, loss_cls: 3.7672, loss: 3.7672, grad_norm: 1.7781 2020-07-23 23:15:36,866 - mmaction - INFO - Epoch [7][2460/3757] lr: 9.986e-02, eta: 9 days, 0:34:28, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2156, top5_acc: 0.4602, loss_cls: 3.7617, loss: 3.7617, grad_norm: 1.7174 2020-07-23 23:15:52,627 - mmaction - INFO - Epoch [7][2480/3757] lr: 9.986e-02, eta: 9 days, 0:33:39, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1984, top5_acc: 0.4188, loss_cls: 3.8550, loss: 3.8550, grad_norm: 1.7823 2020-07-23 23:16:08,420 - mmaction - INFO - Epoch [7][2500/3757] lr: 9.986e-02, eta: 9 days, 0:32:50, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1906, top5_acc: 0.4219, loss_cls: 3.8308, loss: 3.8308, grad_norm: 1.7625 2020-07-23 23:16:24,196 - mmaction - INFO - Epoch [7][2520/3757] lr: 9.986e-02, eta: 9 days, 0:32:02, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2188, top5_acc: 0.4633, loss_cls: 3.7210, loss: 3.7210, grad_norm: 1.7674 2020-07-23 23:16:39,985 - mmaction - INFO - Epoch [7][2540/3757] lr: 9.986e-02, eta: 9 days, 0:31:13, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2156, top5_acc: 0.4344, loss_cls: 3.8231, loss: 3.8231, grad_norm: 1.7295 2020-07-23 23:16:55,775 - mmaction - INFO - Epoch [7][2560/3757] lr: 9.986e-02, eta: 9 days, 0:30:24, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2125, top5_acc: 0.4250, loss_cls: 3.8260, loss: 3.8260, grad_norm: 1.7925 2020-07-23 23:17:11,526 - mmaction - INFO - Epoch [7][2580/3757] lr: 9.986e-02, eta: 9 days, 0:29:35, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2172, top5_acc: 0.4469, loss_cls: 3.8192, loss: 3.8192, grad_norm: 1.7690 2020-07-23 23:17:27,301 - mmaction - INFO - Epoch [7][2600/3757] lr: 9.986e-02, eta: 9 days, 0:28:45, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1961, top5_acc: 0.4344, loss_cls: 3.8141, loss: 3.8141, grad_norm: 1.7696 2020-07-23 23:17:43,060 - mmaction - INFO - Epoch [7][2620/3757] lr: 9.986e-02, eta: 9 days, 0:27:56, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2109, top5_acc: 0.4344, loss_cls: 3.7516, loss: 3.7516, grad_norm: 1.7573 2020-07-23 23:17:58,808 - mmaction - INFO - Epoch [7][2640/3757] lr: 9.986e-02, eta: 9 days, 0:27:06, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1898, top5_acc: 0.4391, loss_cls: 3.7761, loss: 3.7761, grad_norm: 1.8051 2020-07-23 23:18:14,620 - mmaction - INFO - Epoch [7][2660/3757] lr: 9.986e-02, eta: 9 days, 0:26:19, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2109, top5_acc: 0.4234, loss_cls: 3.8309, loss: 3.8309, grad_norm: 1.7573 2020-07-23 23:18:30,414 - mmaction - INFO - Epoch [7][2680/3757] lr: 9.986e-02, eta: 9 days, 0:25:31, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2094, top5_acc: 0.4328, loss_cls: 3.8796, loss: 3.8796, grad_norm: 1.7786 2020-07-23 23:18:46,263 - mmaction - INFO - Epoch [7][2700/3757] lr: 9.986e-02, eta: 9 days, 0:24:45, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2031, top5_acc: 0.4320, loss_cls: 3.7920, loss: 3.7920, grad_norm: 1.7762 2020-07-23 23:19:01,993 - mmaction - INFO - Epoch [7][2720/3757] lr: 9.986e-02, eta: 9 days, 0:23:55, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.1938, top5_acc: 0.4227, loss_cls: 3.8508, loss: 3.8508, grad_norm: 1.7416 2020-07-23 23:19:17,760 - mmaction - INFO - Epoch [7][2740/3757] lr: 9.986e-02, eta: 9 days, 0:23:06, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1938, top5_acc: 0.4266, loss_cls: 3.8774, loss: 3.8774, grad_norm: 1.7460 2020-07-23 23:19:33,587 - mmaction - INFO - Epoch [7][2760/3757] lr: 9.986e-02, eta: 9 days, 0:22:19, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2227, top5_acc: 0.4539, loss_cls: 3.7288, loss: 3.7288, grad_norm: 1.7631 2020-07-23 23:19:49,329 - mmaction - INFO - Epoch [7][2780/3757] lr: 9.986e-02, eta: 9 days, 0:21:29, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2055, top5_acc: 0.4336, loss_cls: 3.7666, loss: 3.7666, grad_norm: 1.7900 2020-07-23 23:20:05,135 - mmaction - INFO - Epoch [7][2800/3757] lr: 9.986e-02, eta: 9 days, 0:20:42, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2031, top5_acc: 0.4422, loss_cls: 3.8184, loss: 3.8184, grad_norm: 1.7935 2020-07-23 23:20:20,883 - mmaction - INFO - Epoch [7][2820/3757] lr: 9.986e-02, eta: 9 days, 0:19:53, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2086, top5_acc: 0.4445, loss_cls: 3.7109, loss: 3.7109, grad_norm: 1.7717 2020-07-23 23:20:36,641 - mmaction - INFO - Epoch [7][2840/3757] lr: 9.986e-02, eta: 9 days, 0:19:04, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2055, top5_acc: 0.4164, loss_cls: 3.8902, loss: 3.8902, grad_norm: 1.7436 2020-07-23 23:20:52,482 - mmaction - INFO - Epoch [7][2860/3757] lr: 9.986e-02, eta: 9 days, 0:18:18, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2117, top5_acc: 0.4406, loss_cls: 3.7969, loss: 3.7969, grad_norm: 1.7000 2020-07-23 23:21:08,293 - mmaction - INFO - Epoch [7][2880/3757] lr: 9.986e-02, eta: 9 days, 0:17:31, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2078, top5_acc: 0.4289, loss_cls: 3.8033, loss: 3.8033, grad_norm: 1.7194 2020-07-23 23:21:24,050 - mmaction - INFO - Epoch [7][2900/3757] lr: 9.986e-02, eta: 9 days, 0:16:42, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2055, top5_acc: 0.4539, loss_cls: 3.8085, loss: 3.8085, grad_norm: 1.7663 2020-07-23 23:21:39,806 - mmaction - INFO - Epoch [7][2920/3757] lr: 9.986e-02, eta: 9 days, 0:15:54, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1961, top5_acc: 0.4359, loss_cls: 3.7987, loss: 3.7987, grad_norm: 1.7936 2020-07-23 23:21:55,597 - mmaction - INFO - Epoch [7][2940/3757] lr: 9.986e-02, eta: 9 days, 0:15:06, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1977, top5_acc: 0.4445, loss_cls: 3.8256, loss: 3.8256, grad_norm: 1.7798 2020-07-23 23:22:11,353 - mmaction - INFO - Epoch [7][2960/3757] lr: 9.986e-02, eta: 9 days, 0:14:18, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2188, top5_acc: 0.4477, loss_cls: 3.7972, loss: 3.7972, grad_norm: 1.7499 2020-07-23 23:22:27,133 - mmaction - INFO - Epoch [7][2980/3757] lr: 9.986e-02, eta: 9 days, 0:13:29, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2055, top5_acc: 0.4344, loss_cls: 3.8066, loss: 3.8066, grad_norm: 1.8283 2020-07-23 23:22:42,943 - mmaction - INFO - Epoch [7][3000/3757] lr: 9.986e-02, eta: 9 days, 0:12:43, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2133, top5_acc: 0.4195, loss_cls: 3.8316, loss: 3.8316, grad_norm: 1.7929 2020-07-23 23:22:58,753 - mmaction - INFO - Epoch [7][3020/3757] lr: 9.986e-02, eta: 9 days, 0:11:56, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2086, top5_acc: 0.4273, loss_cls: 3.8496, loss: 3.8496, grad_norm: 1.7195 2020-07-23 23:23:14,521 - mmaction - INFO - Epoch [7][3040/3757] lr: 9.986e-02, eta: 9 days, 0:11:08, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1938, top5_acc: 0.4242, loss_cls: 3.8321, loss: 3.8321, grad_norm: 1.7340 2020-07-23 23:23:30,350 - mmaction - INFO - Epoch [7][3060/3757] lr: 9.986e-02, eta: 9 days, 0:10:22, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2180, top5_acc: 0.4586, loss_cls: 3.7501, loss: 3.7501, grad_norm: 1.6992 2020-07-23 23:23:46,202 - mmaction - INFO - Epoch [7][3080/3757] lr: 9.986e-02, eta: 9 days, 0:09:38, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2203, top5_acc: 0.4437, loss_cls: 3.7264, loss: 3.7264, grad_norm: 1.7689 2020-07-23 23:24:01,968 - mmaction - INFO - Epoch [7][3100/3757] lr: 9.986e-02, eta: 9 days, 0:08:50, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2250, top5_acc: 0.4680, loss_cls: 3.7042, loss: 3.7042, grad_norm: 1.7723 2020-07-23 23:24:17,711 - mmaction - INFO - Epoch [7][3120/3757] lr: 9.986e-02, eta: 9 days, 0:08:01, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2047, top5_acc: 0.4508, loss_cls: 3.7771, loss: 3.7771, grad_norm: 1.7663 2020-07-23 23:24:33,484 - mmaction - INFO - Epoch [7][3140/3757] lr: 9.986e-02, eta: 9 days, 0:07:13, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2086, top5_acc: 0.4570, loss_cls: 3.6531, loss: 3.6531, grad_norm: 1.7734 2020-07-23 23:24:49,256 - mmaction - INFO - Epoch [7][3160/3757] lr: 9.986e-02, eta: 9 days, 0:06:26, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4578, loss_cls: 3.6587, loss: 3.6587, grad_norm: 1.7622 2020-07-23 23:25:05,134 - mmaction - INFO - Epoch [7][3180/3757] lr: 9.986e-02, eta: 9 days, 0:05:41, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2039, top5_acc: 0.4414, loss_cls: 3.8029, loss: 3.8029, grad_norm: 1.7768 2020-07-23 23:25:20,840 - mmaction - INFO - Epoch [7][3200/3757] lr: 9.986e-02, eta: 9 days, 0:04:53, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2094, top5_acc: 0.4625, loss_cls: 3.7316, loss: 3.7316, grad_norm: 1.8016 2020-07-23 23:25:36,685 - mmaction - INFO - Epoch [7][3220/3757] lr: 9.986e-02, eta: 9 days, 0:04:07, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.1961, top5_acc: 0.4242, loss_cls: 3.8094, loss: 3.8094, grad_norm: 1.7447 2020-07-23 23:25:52,447 - mmaction - INFO - Epoch [7][3240/3757] lr: 9.986e-02, eta: 9 days, 0:03:20, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2039, top5_acc: 0.4391, loss_cls: 3.8048, loss: 3.8048, grad_norm: 1.7561 2020-07-23 23:26:08,389 - mmaction - INFO - Epoch [7][3260/3757] lr: 9.986e-02, eta: 9 days, 0:02:39, time: 0.798, data_time: 0.003, memory: 6201, top1_acc: 0.2023, top5_acc: 0.4539, loss_cls: 3.7682, loss: 3.7682, grad_norm: 1.7589 2020-07-23 23:26:24,126 - mmaction - INFO - Epoch [7][3280/3757] lr: 9.986e-02, eta: 9 days, 0:01:50, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.1969, top5_acc: 0.4305, loss_cls: 3.8499, loss: 3.8499, grad_norm: 1.7872 2020-07-23 23:26:39,877 - mmaction - INFO - Epoch [7][3300/3757] lr: 9.986e-02, eta: 9 days, 0:01:02, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2039, top5_acc: 0.4516, loss_cls: 3.7300, loss: 3.7300, grad_norm: 1.7706 2020-07-23 23:26:55,639 - mmaction - INFO - Epoch [7][3320/3757] lr: 9.986e-02, eta: 9 days, 0:00:14, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2055, top5_acc: 0.4250, loss_cls: 3.8069, loss: 3.8069, grad_norm: 1.7707 2020-07-23 23:27:11,395 - mmaction - INFO - Epoch [7][3340/3757] lr: 9.986e-02, eta: 8 days, 23:59:26, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1992, top5_acc: 0.4273, loss_cls: 3.8467, loss: 3.8467, grad_norm: 1.7603 2020-07-23 23:27:27,183 - mmaction - INFO - Epoch [7][3360/3757] lr: 9.986e-02, eta: 8 days, 23:58:40, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1969, top5_acc: 0.4078, loss_cls: 3.9378, loss: 3.9378, grad_norm: 1.7930 2020-07-23 23:27:43,016 - mmaction - INFO - Epoch [7][3380/3757] lr: 9.986e-02, eta: 8 days, 23:57:55, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1867, top5_acc: 0.4320, loss_cls: 3.8003, loss: 3.8003, grad_norm: 1.7931 2020-07-23 23:27:58,793 - mmaction - INFO - Epoch [7][3400/3757] lr: 9.986e-02, eta: 8 days, 23:57:08, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2195, top5_acc: 0.4656, loss_cls: 3.7119, loss: 3.7119, grad_norm: 1.7674 2020-07-23 23:28:14,582 - mmaction - INFO - Epoch [7][3420/3757] lr: 9.986e-02, eta: 8 days, 23:56:22, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2094, top5_acc: 0.4430, loss_cls: 3.7128, loss: 3.7128, grad_norm: 1.7097 2020-07-23 23:28:30,347 - mmaction - INFO - Epoch [7][3440/3757] lr: 9.986e-02, eta: 8 days, 23:55:35, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.2164, top5_acc: 0.4500, loss_cls: 3.7759, loss: 3.7759, grad_norm: 1.7814 2020-07-23 23:28:46,140 - mmaction - INFO - Epoch [7][3460/3757] lr: 9.986e-02, eta: 8 days, 23:54:49, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1953, top5_acc: 0.4250, loss_cls: 3.8275, loss: 3.8275, grad_norm: 1.7757 2020-07-23 23:29:01,881 - mmaction - INFO - Epoch [7][3480/3757] lr: 9.986e-02, eta: 8 days, 23:54:00, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2102, top5_acc: 0.4203, loss_cls: 3.8530, loss: 3.8530, grad_norm: 1.7536 2020-07-23 23:29:17,660 - mmaction - INFO - Epoch [7][3500/3757] lr: 9.986e-02, eta: 8 days, 23:53:14, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2070, top5_acc: 0.4406, loss_cls: 3.8273, loss: 3.8273, grad_norm: 1.7801 2020-07-23 23:29:33,423 - mmaction - INFO - Epoch [7][3520/3757] lr: 9.986e-02, eta: 8 days, 23:52:27, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.1914, top5_acc: 0.4375, loss_cls: 3.8104, loss: 3.8104, grad_norm: 1.7213 2020-07-23 23:29:49,147 - mmaction - INFO - Epoch [7][3540/3757] lr: 9.986e-02, eta: 8 days, 23:51:39, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2117, top5_acc: 0.4531, loss_cls: 3.7758, loss: 3.7758, grad_norm: 1.7882 2020-07-23 23:30:04,959 - mmaction - INFO - Epoch [7][3560/3757] lr: 9.986e-02, eta: 8 days, 23:50:53, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2008, top5_acc: 0.4539, loss_cls: 3.7253, loss: 3.7253, grad_norm: 1.7725 2020-07-23 23:30:20,669 - mmaction - INFO - Epoch [7][3580/3757] lr: 9.986e-02, eta: 8 days, 23:50:04, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2141, top5_acc: 0.4477, loss_cls: 3.7709, loss: 3.7709, grad_norm: 1.8230 2020-07-23 23:30:36,433 - mmaction - INFO - Epoch [7][3600/3757] lr: 9.986e-02, eta: 8 days, 23:49:18, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2070, top5_acc: 0.4359, loss_cls: 3.8136, loss: 3.8136, grad_norm: 1.7319 2020-07-23 23:30:52,218 - mmaction - INFO - Epoch [7][3620/3757] lr: 9.986e-02, eta: 8 days, 23:48:32, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2031, top5_acc: 0.4531, loss_cls: 3.7619, loss: 3.7619, grad_norm: 1.7884 2020-07-23 23:31:07,966 - mmaction - INFO - Epoch [7][3640/3757] lr: 9.986e-02, eta: 8 days, 23:47:44, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2102, top5_acc: 0.4414, loss_cls: 3.7692, loss: 3.7692, grad_norm: 1.7956 2020-07-23 23:31:23,772 - mmaction - INFO - Epoch [7][3660/3757] lr: 9.986e-02, eta: 8 days, 23:46:59, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2125, top5_acc: 0.4445, loss_cls: 3.7745, loss: 3.7745, grad_norm: 1.8330 2020-07-23 23:31:39,539 - mmaction - INFO - Epoch [7][3680/3757] lr: 9.986e-02, eta: 8 days, 23:46:12, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2000, top5_acc: 0.4469, loss_cls: 3.7588, loss: 3.7588, grad_norm: 1.7933 2020-07-23 23:31:55,322 - mmaction - INFO - Epoch [7][3700/3757] lr: 9.986e-02, eta: 8 days, 23:45:27, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1859, top5_acc: 0.4148, loss_cls: 3.9050, loss: 3.9050, grad_norm: 1.7336 2020-07-23 23:32:11,109 - mmaction - INFO - Epoch [7][3720/3757] lr: 9.986e-02, eta: 8 days, 23:44:41, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2234, top5_acc: 0.4695, loss_cls: 3.6671, loss: 3.6671, grad_norm: 1.7413 2020-07-23 23:32:26,816 - mmaction - INFO - Epoch [7][3740/3757] lr: 9.986e-02, eta: 8 days, 23:43:53, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2094, top5_acc: 0.4484, loss_cls: 3.7557, loss: 3.7557, grad_norm: 1.8215 2020-07-23 23:35:45,937 - mmaction - INFO - Epoch [8][20/3757] lr: 9.982e-02, eta: 9 days, 1:11:10, time: 8.946, data_time: 8.063, memory: 6201, top1_acc: 0.2234, top5_acc: 0.4648, loss_cls: 3.7560, loss: 3.7560, grad_norm: 1.7731 2020-07-23 23:36:01,700 - mmaction - INFO - Epoch [8][40/3757] lr: 9.982e-02, eta: 9 days, 1:10:19, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2203, top5_acc: 0.4734, loss_cls: 3.6849, loss: 3.6849, grad_norm: 1.8036 2020-07-23 23:36:17,526 - mmaction - INFO - Epoch [8][60/3757] lr: 9.982e-02, eta: 9 days, 1:09:31, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2219, top5_acc: 0.4523, loss_cls: 3.7611, loss: 3.7611, grad_norm: 1.7992 2020-07-23 23:36:33,300 - mmaction - INFO - Epoch [8][80/3757] lr: 9.982e-02, eta: 9 days, 1:08:41, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2117, top5_acc: 0.4672, loss_cls: 3.7040, loss: 3.7040, grad_norm: 1.7768 2020-07-23 23:36:49,018 - mmaction - INFO - Epoch [8][100/3757] lr: 9.982e-02, eta: 9 days, 1:07:48, time: 0.785, data_time: 0.003, memory: 6201, top1_acc: 0.2094, top5_acc: 0.4664, loss_cls: 3.7062, loss: 3.7062, grad_norm: 1.7986 2020-07-23 23:37:04,729 - mmaction - INFO - Epoch [8][120/3757] lr: 9.982e-02, eta: 9 days, 1:06:56, time: 0.786, data_time: 0.004, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4852, loss_cls: 3.6125, loss: 3.6125, grad_norm: 1.7852 2020-07-23 23:37:20,526 - mmaction - INFO - Epoch [8][140/3757] lr: 9.982e-02, eta: 9 days, 1:06:07, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2469, top5_acc: 0.4914, loss_cls: 3.6244, loss: 3.6244, grad_norm: 1.8076 2020-07-23 23:37:36,292 - mmaction - INFO - Epoch [8][160/3757] lr: 9.982e-02, eta: 9 days, 1:05:17, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2117, top5_acc: 0.4484, loss_cls: 3.7558, loss: 3.7558, grad_norm: 1.8376 2020-07-23 23:37:52,119 - mmaction - INFO - Epoch [8][180/3757] lr: 9.982e-02, eta: 9 days, 1:04:29, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2055, top5_acc: 0.4625, loss_cls: 3.7349, loss: 3.7349, grad_norm: 1.7789 2020-07-23 23:38:07,887 - mmaction - INFO - Epoch [8][200/3757] lr: 9.982e-02, eta: 9 days, 1:03:39, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2188, top5_acc: 0.4617, loss_cls: 3.7346, loss: 3.7346, grad_norm: 1.8403 2020-07-23 23:38:23,714 - mmaction - INFO - Epoch [8][220/3757] lr: 9.982e-02, eta: 9 days, 1:02:51, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1844, top5_acc: 0.4320, loss_cls: 3.8524, loss: 3.8524, grad_norm: 1.7604 2020-07-23 23:38:39,506 - mmaction - INFO - Epoch [8][240/3757] lr: 9.982e-02, eta: 9 days, 1:02:02, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2227, top5_acc: 0.4305, loss_cls: 3.7649, loss: 3.7649, grad_norm: 1.7274 2020-07-23 23:38:55,275 - mmaction - INFO - Epoch [8][260/3757] lr: 9.982e-02, eta: 9 days, 1:01:13, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2195, top5_acc: 0.4437, loss_cls: 3.7496, loss: 3.7496, grad_norm: 1.7674 2020-07-23 23:39:11,073 - mmaction - INFO - Epoch [8][280/3757] lr: 9.982e-02, eta: 9 days, 1:00:23, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2203, top5_acc: 0.4711, loss_cls: 3.7122, loss: 3.7122, grad_norm: 1.7725 2020-07-23 23:39:26,899 - mmaction - INFO - Epoch [8][300/3757] lr: 9.982e-02, eta: 9 days, 0:59:36, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2031, top5_acc: 0.4461, loss_cls: 3.7233, loss: 3.7233, grad_norm: 1.8258 2020-07-23 23:39:42,643 - mmaction - INFO - Epoch [8][320/3757] lr: 9.982e-02, eta: 9 days, 0:58:46, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2258, top5_acc: 0.4664, loss_cls: 3.6857, loss: 3.6857, grad_norm: 1.7925 2020-07-23 23:39:58,460 - mmaction - INFO - Epoch [8][340/3757] lr: 9.982e-02, eta: 9 days, 0:57:58, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2125, top5_acc: 0.4461, loss_cls: 3.7612, loss: 3.7612, grad_norm: 1.7921 2020-07-23 23:40:14,260 - mmaction - INFO - Epoch [8][360/3757] lr: 9.982e-02, eta: 9 days, 0:57:09, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2055, top5_acc: 0.4492, loss_cls: 3.7566, loss: 3.7566, grad_norm: 1.7763 2020-07-23 23:40:30,111 - mmaction - INFO - Epoch [8][380/3757] lr: 9.982e-02, eta: 9 days, 0:56:22, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4547, loss_cls: 3.6748, loss: 3.6748, grad_norm: 1.7629 2020-07-23 23:40:45,987 - mmaction - INFO - Epoch [8][400/3757] lr: 9.982e-02, eta: 9 days, 0:55:37, time: 0.795, data_time: 0.004, memory: 6201, top1_acc: 0.2289, top5_acc: 0.4680, loss_cls: 3.7007, loss: 3.7007, grad_norm: 1.8338 2020-07-23 23:41:01,776 - mmaction - INFO - Epoch [8][420/3757] lr: 9.982e-02, eta: 9 days, 0:54:48, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2219, top5_acc: 0.4508, loss_cls: 3.6767, loss: 3.6767, grad_norm: 1.7528 2020-07-23 23:41:17,569 - mmaction - INFO - Epoch [8][440/3757] lr: 9.982e-02, eta: 9 days, 0:54:00, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2289, top5_acc: 0.4383, loss_cls: 3.7492, loss: 3.7492, grad_norm: 1.8156 2020-07-23 23:41:33,305 - mmaction - INFO - Epoch [8][460/3757] lr: 9.982e-02, eta: 9 days, 0:53:08, time: 0.785, data_time: 0.003, memory: 6201, top1_acc: 0.2078, top5_acc: 0.4437, loss_cls: 3.7243, loss: 3.7243, grad_norm: 1.7816 2020-07-23 23:41:49,086 - mmaction - INFO - Epoch [8][480/3757] lr: 9.982e-02, eta: 9 days, 0:52:21, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2258, top5_acc: 0.4570, loss_cls: 3.7137, loss: 3.7137, grad_norm: 1.8001 2020-07-23 23:42:04,848 - mmaction - INFO - Epoch [8][500/3757] lr: 9.982e-02, eta: 9 days, 0:51:31, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2195, top5_acc: 0.4437, loss_cls: 3.7606, loss: 3.7606, grad_norm: 1.8207 2020-07-23 23:42:20,650 - mmaction - INFO - Epoch [8][520/3757] lr: 9.982e-02, eta: 9 days, 0:50:43, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2117, top5_acc: 0.4500, loss_cls: 3.7288, loss: 3.7288, grad_norm: 1.7622 2020-07-23 23:42:36,427 - mmaction - INFO - Epoch [8][540/3757] lr: 9.982e-02, eta: 9 days, 0:49:54, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2313, top5_acc: 0.4719, loss_cls: 3.6116, loss: 3.6116, grad_norm: 1.8176 2020-07-23 23:42:52,254 - mmaction - INFO - Epoch [8][560/3757] lr: 9.982e-02, eta: 9 days, 0:49:07, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2344, top5_acc: 0.4547, loss_cls: 3.6504, loss: 3.6504, grad_norm: 1.7837 2020-07-23 23:43:07,979 - mmaction - INFO - Epoch [8][580/3757] lr: 9.982e-02, eta: 9 days, 0:48:17, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2062, top5_acc: 0.4414, loss_cls: 3.7016, loss: 3.7016, grad_norm: 1.8515 2020-07-23 23:43:23,749 - mmaction - INFO - Epoch [8][600/3757] lr: 9.982e-02, eta: 9 days, 0:47:28, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4719, loss_cls: 3.6581, loss: 3.6581, grad_norm: 1.8123 2020-07-23 23:43:39,461 - mmaction - INFO - Epoch [8][620/3757] lr: 9.982e-02, eta: 9 days, 0:46:37, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2203, top5_acc: 0.4672, loss_cls: 3.6777, loss: 3.6777, grad_norm: 1.8214 2020-07-23 23:43:55,286 - mmaction - INFO - Epoch [8][640/3757] lr: 9.982e-02, eta: 9 days, 0:45:50, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2367, top5_acc: 0.4594, loss_cls: 3.6972, loss: 3.6972, grad_norm: 1.7778 2020-07-23 23:44:10,928 - mmaction - INFO - Epoch [8][660/3757] lr: 9.982e-02, eta: 9 days, 0:44:57, time: 0.782, data_time: 0.001, memory: 6201, top1_acc: 0.2047, top5_acc: 0.4359, loss_cls: 3.7306, loss: 3.7306, grad_norm: 1.7997 2020-07-23 23:44:26,659 - mmaction - INFO - Epoch [8][680/3757] lr: 9.982e-02, eta: 9 days, 0:44:07, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.1977, top5_acc: 0.4336, loss_cls: 3.7640, loss: 3.7640, grad_norm: 1.7938 2020-07-23 23:44:42,407 - mmaction - INFO - Epoch [8][700/3757] lr: 9.982e-02, eta: 9 days, 0:43:17, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2281, top5_acc: 0.4484, loss_cls: 3.6942, loss: 3.6942, grad_norm: 1.7254 2020-07-23 23:44:58,212 - mmaction - INFO - Epoch [8][720/3757] lr: 9.982e-02, eta: 9 days, 0:42:30, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2242, top5_acc: 0.4609, loss_cls: 3.7131, loss: 3.7131, grad_norm: 1.7920 2020-07-23 23:45:14,035 - mmaction - INFO - Epoch [8][740/3757] lr: 9.982e-02, eta: 9 days, 0:41:43, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1945, top5_acc: 0.4148, loss_cls: 3.8683, loss: 3.8683, grad_norm: 1.8257 2020-07-23 23:45:29,810 - mmaction - INFO - Epoch [8][760/3757] lr: 9.982e-02, eta: 9 days, 0:40:55, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2141, top5_acc: 0.4617, loss_cls: 3.7110, loss: 3.7110, grad_norm: 1.7944 2020-07-23 23:45:45,615 - mmaction - INFO - Epoch [8][780/3757] lr: 9.982e-02, eta: 9 days, 0:40:07, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1961, top5_acc: 0.4422, loss_cls: 3.7709, loss: 3.7709, grad_norm: 1.8023 2020-07-23 23:46:01,379 - mmaction - INFO - Epoch [8][800/3757] lr: 9.982e-02, eta: 9 days, 0:39:19, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2188, top5_acc: 0.4508, loss_cls: 3.7058, loss: 3.7058, grad_norm: 1.8538 2020-07-23 23:46:17,118 - mmaction - INFO - Epoch [8][820/3757] lr: 9.982e-02, eta: 9 days, 0:38:29, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2172, top5_acc: 0.4703, loss_cls: 3.6758, loss: 3.6758, grad_norm: 1.8746 2020-07-23 23:46:32,872 - mmaction - INFO - Epoch [8][840/3757] lr: 9.982e-02, eta: 9 days, 0:37:41, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2375, top5_acc: 0.4508, loss_cls: 3.7065, loss: 3.7065, grad_norm: 1.8099 2020-07-23 23:46:48,642 - mmaction - INFO - Epoch [8][860/3757] lr: 9.982e-02, eta: 9 days, 0:36:52, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2102, top5_acc: 0.4297, loss_cls: 3.7766, loss: 3.7766, grad_norm: 1.8243 2020-07-23 23:47:04,464 - mmaction - INFO - Epoch [8][880/3757] lr: 9.982e-02, eta: 9 days, 0:36:06, time: 0.791, data_time: 0.002, memory: 6201, top1_acc: 0.2070, top5_acc: 0.4109, loss_cls: 3.8527, loss: 3.8527, grad_norm: 1.7570 2020-07-23 23:47:20,209 - mmaction - INFO - Epoch [8][900/3757] lr: 9.982e-02, eta: 9 days, 0:35:17, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2156, top5_acc: 0.4453, loss_cls: 3.8163, loss: 3.8163, grad_norm: 1.7500 2020-07-23 23:47:36,009 - mmaction - INFO - Epoch [8][920/3757] lr: 9.982e-02, eta: 9 days, 0:34:29, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2133, top5_acc: 0.4195, loss_cls: 3.7946, loss: 3.7946, grad_norm: 1.7068 2020-07-23 23:47:51,782 - mmaction - INFO - Epoch [8][940/3757] lr: 9.982e-02, eta: 9 days, 0:33:41, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2125, top5_acc: 0.4547, loss_cls: 3.7682, loss: 3.7682, grad_norm: 1.7498 2020-07-23 23:48:07,515 - mmaction - INFO - Epoch [8][960/3757] lr: 9.982e-02, eta: 9 days, 0:32:52, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.1961, top5_acc: 0.4414, loss_cls: 3.7405, loss: 3.7405, grad_norm: 1.7695 2020-07-23 23:48:23,265 - mmaction - INFO - Epoch [8][980/3757] lr: 9.982e-02, eta: 9 days, 0:32:04, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2086, top5_acc: 0.4484, loss_cls: 3.8096, loss: 3.8096, grad_norm: 1.8336 2020-07-23 23:48:39,041 - mmaction - INFO - Epoch [8][1000/3757] lr: 9.982e-02, eta: 9 days, 0:31:16, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2141, top5_acc: 0.4672, loss_cls: 3.7266, loss: 3.7266, grad_norm: 1.7810 2020-07-23 23:48:54,814 - mmaction - INFO - Epoch [8][1020/3757] lr: 9.982e-02, eta: 9 days, 0:30:28, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2297, top5_acc: 0.4633, loss_cls: 3.7175, loss: 3.7175, grad_norm: 1.7945 2020-07-23 23:49:10,563 - mmaction - INFO - Epoch [8][1040/3757] lr: 9.982e-02, eta: 9 days, 0:29:40, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2273, top5_acc: 0.4602, loss_cls: 3.6954, loss: 3.6954, grad_norm: 1.7929 2020-07-23 23:49:26,356 - mmaction - INFO - Epoch [8][1060/3757] lr: 9.982e-02, eta: 9 days, 0:28:53, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2203, top5_acc: 0.4609, loss_cls: 3.6794, loss: 3.6794, grad_norm: 1.8235 2020-07-23 23:49:42,060 - mmaction - INFO - Epoch [8][1080/3757] lr: 9.982e-02, eta: 9 days, 0:28:02, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2125, top5_acc: 0.4406, loss_cls: 3.7767, loss: 3.7767, grad_norm: 1.8428 2020-07-23 23:49:57,833 - mmaction - INFO - Epoch [8][1100/3757] lr: 9.982e-02, eta: 9 days, 0:27:15, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2172, top5_acc: 0.4453, loss_cls: 3.7351, loss: 3.7351, grad_norm: 1.7998 2020-07-23 23:50:13,627 - mmaction - INFO - Epoch [8][1120/3757] lr: 9.982e-02, eta: 9 days, 0:26:28, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2242, top5_acc: 0.4531, loss_cls: 3.7381, loss: 3.7381, grad_norm: 1.7829 2020-07-23 23:50:29,416 - mmaction - INFO - Epoch [8][1140/3757] lr: 9.982e-02, eta: 9 days, 0:25:41, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2344, top5_acc: 0.4688, loss_cls: 3.6488, loss: 3.6488, grad_norm: 1.7801 2020-07-23 23:50:45,215 - mmaction - INFO - Epoch [8][1160/3757] lr: 9.982e-02, eta: 9 days, 0:24:55, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2281, top5_acc: 0.4680, loss_cls: 3.6315, loss: 3.6315, grad_norm: 1.8214 2020-07-23 23:51:00,969 - mmaction - INFO - Epoch [8][1180/3757] lr: 9.982e-02, eta: 9 days, 0:24:07, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2172, top5_acc: 0.4656, loss_cls: 3.6859, loss: 3.6859, grad_norm: 1.8480 2020-07-23 23:51:16,809 - mmaction - INFO - Epoch [8][1200/3757] lr: 9.982e-02, eta: 9 days, 0:23:22, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2117, top5_acc: 0.4586, loss_cls: 3.6795, loss: 3.6795, grad_norm: 1.8126 2020-07-23 23:51:32,617 - mmaction - INFO - Epoch [8][1220/3757] lr: 9.982e-02, eta: 9 days, 0:22:35, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1977, top5_acc: 0.4344, loss_cls: 3.8041, loss: 3.8041, grad_norm: 1.8371 2020-07-23 23:51:48,375 - mmaction - INFO - Epoch [8][1240/3757] lr: 9.982e-02, eta: 9 days, 0:21:48, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2062, top5_acc: 0.4352, loss_cls: 3.7305, loss: 3.7305, grad_norm: 1.7781 2020-07-23 23:52:04,336 - mmaction - INFO - Epoch [8][1260/3757] lr: 9.982e-02, eta: 9 days, 0:21:07, time: 0.798, data_time: 0.009, memory: 6201, top1_acc: 0.2102, top5_acc: 0.4297, loss_cls: 3.7737, loss: 3.7737, grad_norm: 1.7821 2020-07-23 23:52:20,050 - mmaction - INFO - Epoch [8][1280/3757] lr: 9.982e-02, eta: 9 days, 0:20:18, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.2062, top5_acc: 0.4422, loss_cls: 3.7770, loss: 3.7770, grad_norm: 1.7674 2020-07-23 23:52:35,891 - mmaction - INFO - Epoch [8][1300/3757] lr: 9.982e-02, eta: 9 days, 0:19:33, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2297, top5_acc: 0.4547, loss_cls: 3.7193, loss: 3.7193, grad_norm: 1.8492 2020-07-23 23:52:51,614 - mmaction - INFO - Epoch [8][1320/3757] lr: 9.982e-02, eta: 9 days, 0:18:43, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2172, top5_acc: 0.4570, loss_cls: 3.7258, loss: 3.7258, grad_norm: 1.7982 2020-07-23 23:53:07,443 - mmaction - INFO - Epoch [8][1340/3757] lr: 9.982e-02, eta: 9 days, 0:17:59, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2094, top5_acc: 0.4703, loss_cls: 3.6947, loss: 3.6947, grad_norm: 1.7857 2020-07-23 23:53:23,351 - mmaction - INFO - Epoch [8][1360/3757] lr: 9.982e-02, eta: 9 days, 0:17:16, time: 0.795, data_time: 0.003, memory: 6201, top1_acc: 0.2148, top5_acc: 0.4344, loss_cls: 3.7943, loss: 3.7943, grad_norm: 1.8203 2020-07-23 23:53:39,351 - mmaction - INFO - Epoch [8][1380/3757] lr: 9.982e-02, eta: 9 days, 0:16:36, time: 0.800, data_time: 0.011, memory: 6201, top1_acc: 0.1938, top5_acc: 0.4313, loss_cls: 3.8196, loss: 3.8196, grad_norm: 1.8116 2020-07-23 23:53:55,160 - mmaction - INFO - Epoch [8][1400/3757] lr: 9.982e-02, eta: 9 days, 0:15:51, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2109, top5_acc: 0.4484, loss_cls: 3.7090, loss: 3.7090, grad_norm: 1.7550 2020-07-23 23:54:10,925 - mmaction - INFO - Epoch [8][1420/3757] lr: 9.982e-02, eta: 9 days, 0:15:03, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2313, top5_acc: 0.4414, loss_cls: 3.7141, loss: 3.7141, grad_norm: 1.7976 2020-07-23 23:54:26,796 - mmaction - INFO - Epoch [8][1440/3757] lr: 9.982e-02, eta: 9 days, 0:14:20, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.1992, top5_acc: 0.4391, loss_cls: 3.7786, loss: 3.7786, grad_norm: 1.8593 2020-07-23 23:54:42,563 - mmaction - INFO - Epoch [8][1460/3757] lr: 9.982e-02, eta: 9 days, 0:13:34, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2031, top5_acc: 0.4508, loss_cls: 3.7691, loss: 3.7691, grad_norm: 1.7694 2020-07-23 23:54:58,269 - mmaction - INFO - Epoch [8][1480/3757] lr: 9.982e-02, eta: 9 days, 0:12:45, time: 0.785, data_time: 0.002, memory: 6201, top1_acc: 0.2133, top5_acc: 0.4648, loss_cls: 3.7048, loss: 3.7048, grad_norm: 1.7849 2020-07-23 23:55:14,059 - mmaction - INFO - Epoch [8][1500/3757] lr: 9.982e-02, eta: 9 days, 0:11:58, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1977, top5_acc: 0.4484, loss_cls: 3.8042, loss: 3.8042, grad_norm: 1.8229 2020-07-23 23:55:29,856 - mmaction - INFO - Epoch [8][1520/3757] lr: 9.982e-02, eta: 9 days, 0:11:12, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.2125, top5_acc: 0.4469, loss_cls: 3.7737, loss: 3.7737, grad_norm: 1.7896 2020-07-23 23:55:45,652 - mmaction - INFO - Epoch [8][1540/3757] lr: 9.982e-02, eta: 9 days, 0:10:27, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2125, top5_acc: 0.4594, loss_cls: 3.7181, loss: 3.7181, grad_norm: 1.7708 2020-07-23 23:56:01,421 - mmaction - INFO - Epoch [8][1560/3757] lr: 9.982e-02, eta: 9 days, 0:09:39, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1914, top5_acc: 0.4313, loss_cls: 3.8791, loss: 3.8791, grad_norm: 1.7782 2020-07-23 23:56:17,143 - mmaction - INFO - Epoch [8][1580/3757] lr: 9.982e-02, eta: 9 days, 0:08:52, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2109, top5_acc: 0.4562, loss_cls: 3.7895, loss: 3.7895, grad_norm: 1.7686 2020-07-23 23:56:32,945 - mmaction - INFO - Epoch [8][1600/3757] lr: 9.982e-02, eta: 9 days, 0:08:06, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2047, top5_acc: 0.4445, loss_cls: 3.8248, loss: 3.8248, grad_norm: 1.7621 2020-07-23 23:56:48,753 - mmaction - INFO - Epoch [8][1620/3757] lr: 9.982e-02, eta: 9 days, 0:07:21, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2148, top5_acc: 0.4586, loss_cls: 3.7190, loss: 3.7190, grad_norm: 1.8060 2020-07-23 23:57:04,569 - mmaction - INFO - Epoch [8][1640/3757] lr: 9.982e-02, eta: 9 days, 0:06:36, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2062, top5_acc: 0.4328, loss_cls: 3.7737, loss: 3.7737, grad_norm: 1.8446 2020-07-23 23:57:20,306 - mmaction - INFO - Epoch [8][1660/3757] lr: 9.982e-02, eta: 9 days, 0:05:48, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2281, top5_acc: 0.4688, loss_cls: 3.6750, loss: 3.6750, grad_norm: 1.8470 2020-07-23 23:57:36,075 - mmaction - INFO - Epoch [8][1680/3757] lr: 9.982e-02, eta: 9 days, 0:05:01, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2055, top5_acc: 0.4523, loss_cls: 3.7476, loss: 3.7476, grad_norm: 1.8469 2020-07-23 23:57:51,851 - mmaction - INFO - Epoch [8][1700/3757] lr: 9.982e-02, eta: 9 days, 0:04:16, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2234, top5_acc: 0.4398, loss_cls: 3.7311, loss: 3.7311, grad_norm: 1.7913 2020-07-23 23:58:07,583 - mmaction - INFO - Epoch [8][1720/3757] lr: 9.982e-02, eta: 9 days, 0:03:28, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.1922, top5_acc: 0.4367, loss_cls: 3.7787, loss: 3.7787, grad_norm: 1.8420 2020-07-23 23:58:23,376 - mmaction - INFO - Epoch [8][1740/3757] lr: 9.982e-02, eta: 9 days, 0:02:43, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2055, top5_acc: 0.4344, loss_cls: 3.7973, loss: 3.7973, grad_norm: 1.7819 2020-07-23 23:58:39,183 - mmaction - INFO - Epoch [8][1760/3757] lr: 9.982e-02, eta: 9 days, 0:01:57, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2188, top5_acc: 0.4492, loss_cls: 3.7602, loss: 3.7602, grad_norm: 1.7858 2020-07-23 23:58:54,964 - mmaction - INFO - Epoch [8][1780/3757] lr: 9.982e-02, eta: 9 days, 0:01:11, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2172, top5_acc: 0.4484, loss_cls: 3.7701, loss: 3.7701, grad_norm: 1.7805 2020-07-23 23:59:10,829 - mmaction - INFO - Epoch [8][1800/3757] lr: 9.982e-02, eta: 9 days, 0:00:28, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2281, top5_acc: 0.4688, loss_cls: 3.6651, loss: 3.6651, grad_norm: 1.8525 2020-07-23 23:59:26,585 - mmaction - INFO - Epoch [8][1820/3757] lr: 9.982e-02, eta: 8 days, 23:59:42, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2281, top5_acc: 0.4531, loss_cls: 3.7128, loss: 3.7128, grad_norm: 1.8318 2020-07-23 23:59:42,349 - mmaction - INFO - Epoch [8][1840/3757] lr: 9.982e-02, eta: 8 days, 23:58:56, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4656, loss_cls: 3.6637, loss: 3.6637, grad_norm: 1.7884 2020-07-23 23:59:58,236 - mmaction - INFO - Epoch [8][1860/3757] lr: 9.982e-02, eta: 8 days, 23:58:14, time: 0.794, data_time: 0.002, memory: 6201, top1_acc: 0.2164, top5_acc: 0.4375, loss_cls: 3.7914, loss: 3.7914, grad_norm: 1.7880 2020-07-24 00:00:19,635 - mmaction - INFO - Epoch [8][1880/3757] lr: 9.982e-02, eta: 9 days, 0:00:33, time: 1.068, data_time: 0.006, memory: 6201, top1_acc: 0.2039, top5_acc: 0.4227, loss_cls: 3.8294, loss: 3.8294, grad_norm: 1.8039 2020-07-24 00:00:35,381 - mmaction - INFO - Epoch [8][1900/3757] lr: 9.982e-02, eta: 8 days, 23:59:47, time: 0.790, data_time: 0.006, memory: 6201, top1_acc: 0.1984, top5_acc: 0.4430, loss_cls: 3.7842, loss: 3.7842, grad_norm: 1.7940 2020-07-24 00:00:51,170 - mmaction - INFO - Epoch [8][1920/3757] lr: 9.982e-02, eta: 8 days, 23:59:02, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2289, top5_acc: 0.4523, loss_cls: 3.6668, loss: 3.6668, grad_norm: 1.8156 2020-07-24 00:01:06,939 - mmaction - INFO - Epoch [8][1940/3757] lr: 9.982e-02, eta: 8 days, 23:58:15, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2281, top5_acc: 0.4484, loss_cls: 3.7341, loss: 3.7341, grad_norm: 1.8055 2020-07-24 00:01:22,726 - mmaction - INFO - Epoch [8][1960/3757] lr: 9.982e-02, eta: 8 days, 23:57:31, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2117, top5_acc: 0.4469, loss_cls: 3.8145, loss: 3.8145, grad_norm: 1.7769 2020-07-24 00:01:38,500 - mmaction - INFO - Epoch [8][1980/3757] lr: 9.982e-02, eta: 8 days, 23:56:45, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2313, top5_acc: 0.4789, loss_cls: 3.6658, loss: 3.6658, grad_norm: 1.7728 2020-07-24 00:01:54,262 - mmaction - INFO - Epoch [8][2000/3757] lr: 9.982e-02, eta: 8 days, 23:55:59, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2195, top5_acc: 0.4562, loss_cls: 3.6754, loss: 3.6754, grad_norm: 1.7968 2020-07-24 00:02:09,973 - mmaction - INFO - Epoch [8][2020/3757] lr: 9.982e-02, eta: 8 days, 23:55:11, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2086, top5_acc: 0.4437, loss_cls: 3.7489, loss: 3.7489, grad_norm: 1.7982 2020-07-24 00:02:25,800 - mmaction - INFO - Epoch [8][2040/3757] lr: 9.982e-02, eta: 8 days, 23:54:27, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2055, top5_acc: 0.4469, loss_cls: 3.7271, loss: 3.7271, grad_norm: 1.7683 2020-07-24 00:02:41,619 - mmaction - INFO - Epoch [8][2060/3757] lr: 9.982e-02, eta: 8 days, 23:53:43, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2242, top5_acc: 0.4758, loss_cls: 3.6259, loss: 3.6259, grad_norm: 1.8590 2020-07-24 00:02:57,442 - mmaction - INFO - Epoch [8][2080/3757] lr: 9.982e-02, eta: 8 days, 23:52:58, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2141, top5_acc: 0.4617, loss_cls: 3.7435, loss: 3.7435, grad_norm: 1.8069 2020-07-24 00:03:13,192 - mmaction - INFO - Epoch [8][2100/3757] lr: 9.982e-02, eta: 8 days, 23:52:13, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.1898, top5_acc: 0.4422, loss_cls: 3.8411, loss: 3.8411, grad_norm: 1.8077 2020-07-24 00:03:29,010 - mmaction - INFO - Epoch [8][2120/3757] lr: 9.982e-02, eta: 8 days, 23:51:28, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2117, top5_acc: 0.4594, loss_cls: 3.7313, loss: 3.7313, grad_norm: 1.7615 2020-07-24 00:03:44,772 - mmaction - INFO - Epoch [8][2140/3757] lr: 9.982e-02, eta: 8 days, 23:50:42, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2172, top5_acc: 0.4641, loss_cls: 3.6730, loss: 3.6730, grad_norm: 1.8339 2020-07-24 00:04:00,552 - mmaction - INFO - Epoch [8][2160/3757] lr: 9.982e-02, eta: 8 days, 23:49:57, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2125, top5_acc: 0.4422, loss_cls: 3.7810, loss: 3.7810, grad_norm: 1.8129 2020-07-24 00:04:16,335 - mmaction - INFO - Epoch [8][2180/3757] lr: 9.982e-02, eta: 8 days, 23:49:12, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2234, top5_acc: 0.4383, loss_cls: 3.7384, loss: 3.7384, grad_norm: 1.7831 2020-07-24 00:04:32,087 - mmaction - INFO - Epoch [8][2200/3757] lr: 9.982e-02, eta: 8 days, 23:48:26, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2234, top5_acc: 0.4570, loss_cls: 3.7326, loss: 3.7326, grad_norm: 1.7690 2020-07-24 00:04:47,923 - mmaction - INFO - Epoch [8][2220/3757] lr: 9.982e-02, eta: 8 days, 23:47:43, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2133, top5_acc: 0.4586, loss_cls: 3.7057, loss: 3.7057, grad_norm: 1.7883 2020-07-24 00:05:03,798 - mmaction - INFO - Epoch [8][2240/3757] lr: 9.982e-02, eta: 8 days, 23:47:01, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2266, top5_acc: 0.4633, loss_cls: 3.6598, loss: 3.6598, grad_norm: 1.7927 2020-07-24 00:05:19,551 - mmaction - INFO - Epoch [8][2260/3757] lr: 9.982e-02, eta: 8 days, 23:46:15, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4664, loss_cls: 3.6688, loss: 3.6688, grad_norm: 1.8282 2020-07-24 00:05:35,305 - mmaction - INFO - Epoch [8][2280/3757] lr: 9.982e-02, eta: 8 days, 23:45:29, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2391, top5_acc: 0.4828, loss_cls: 3.6544, loss: 3.6544, grad_norm: 1.8413 2020-07-24 00:05:51,108 - mmaction - INFO - Epoch [8][2300/3757] lr: 9.982e-02, eta: 8 days, 23:44:45, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2242, top5_acc: 0.4648, loss_cls: 3.6433, loss: 3.6433, grad_norm: 1.7984 2020-07-24 00:06:06,895 - mmaction - INFO - Epoch [8][2320/3757] lr: 9.982e-02, eta: 8 days, 23:44:01, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2094, top5_acc: 0.4469, loss_cls: 3.7676, loss: 3.7676, grad_norm: 1.8324 2020-07-24 00:06:22,621 - mmaction - INFO - Epoch [8][2340/3757] lr: 9.982e-02, eta: 8 days, 23:43:14, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2109, top5_acc: 0.4445, loss_cls: 3.7334, loss: 3.7334, grad_norm: 1.7902 2020-07-24 00:06:38,358 - mmaction - INFO - Epoch [8][2360/3757] lr: 9.982e-02, eta: 8 days, 23:42:28, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2102, top5_acc: 0.4539, loss_cls: 3.7317, loss: 3.7317, grad_norm: 1.7892 2020-07-24 00:06:54,092 - mmaction - INFO - Epoch [8][2380/3757] lr: 9.982e-02, eta: 8 days, 23:41:42, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2289, top5_acc: 0.4703, loss_cls: 3.6257, loss: 3.6257, grad_norm: 1.7546 2020-07-24 00:07:09,880 - mmaction - INFO - Epoch [8][2400/3757] lr: 9.982e-02, eta: 8 days, 23:40:57, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2242, top5_acc: 0.4430, loss_cls: 3.7638, loss: 3.7638, grad_norm: 1.7909 2020-07-24 00:07:25,644 - mmaction - INFO - Epoch [8][2420/3757] lr: 9.982e-02, eta: 8 days, 23:40:12, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2109, top5_acc: 0.4602, loss_cls: 3.6995, loss: 3.6995, grad_norm: 1.7710 2020-07-24 00:07:41,432 - mmaction - INFO - Epoch [8][2440/3757] lr: 9.982e-02, eta: 8 days, 23:39:27, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2180, top5_acc: 0.4602, loss_cls: 3.7672, loss: 3.7672, grad_norm: 1.7650 2020-07-24 00:07:57,338 - mmaction - INFO - Epoch [8][2460/3757] lr: 9.982e-02, eta: 8 days, 23:38:47, time: 0.796, data_time: 0.003, memory: 6201, top1_acc: 0.2102, top5_acc: 0.4547, loss_cls: 3.7859, loss: 3.7859, grad_norm: 1.7948 2020-07-24 00:08:13,251 - mmaction - INFO - Epoch [8][2480/3757] lr: 9.982e-02, eta: 8 days, 23:38:07, time: 0.796, data_time: 0.003, memory: 6201, top1_acc: 0.2188, top5_acc: 0.4625, loss_cls: 3.7241, loss: 3.7241, grad_norm: 1.8193 2020-07-24 00:08:29,041 - mmaction - INFO - Epoch [8][2500/3757] lr: 9.982e-02, eta: 8 days, 23:37:22, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2133, top5_acc: 0.4594, loss_cls: 3.7288, loss: 3.7288, grad_norm: 1.8111 2020-07-24 00:08:44,848 - mmaction - INFO - Epoch [8][2520/3757] lr: 9.982e-02, eta: 8 days, 23:36:39, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2203, top5_acc: 0.4617, loss_cls: 3.7457, loss: 3.7457, grad_norm: 1.7908 2020-07-24 00:09:00,542 - mmaction - INFO - Epoch [8][2540/3757] lr: 9.982e-02, eta: 8 days, 23:35:52, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2039, top5_acc: 0.4258, loss_cls: 3.8162, loss: 3.8162, grad_norm: 1.8188 2020-07-24 00:09:16,352 - mmaction - INFO - Epoch [8][2560/3757] lr: 9.982e-02, eta: 8 days, 23:35:08, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1867, top5_acc: 0.4352, loss_cls: 3.8435, loss: 3.8435, grad_norm: 1.8399 2020-07-24 00:09:32,125 - mmaction - INFO - Epoch [8][2580/3757] lr: 9.982e-02, eta: 8 days, 23:34:23, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2383, top5_acc: 0.4578, loss_cls: 3.6727, loss: 3.6727, grad_norm: 1.7415 2020-07-24 00:09:47,885 - mmaction - INFO - Epoch [8][2600/3757] lr: 9.982e-02, eta: 8 days, 23:33:39, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2281, top5_acc: 0.4641, loss_cls: 3.7126, loss: 3.7126, grad_norm: 1.8295 2020-07-24 00:10:03,716 - mmaction - INFO - Epoch [8][2620/3757] lr: 9.982e-02, eta: 8 days, 23:32:55, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2055, top5_acc: 0.4281, loss_cls: 3.7944, loss: 3.7944, grad_norm: 1.7669 2020-07-24 00:10:19,415 - mmaction - INFO - Epoch [8][2640/3757] lr: 9.982e-02, eta: 8 days, 23:32:09, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.2094, top5_acc: 0.4367, loss_cls: 3.8010, loss: 3.8010, grad_norm: 1.8256 2020-07-24 00:10:35,196 - mmaction - INFO - Epoch [8][2660/3757] lr: 9.982e-02, eta: 8 days, 23:31:23, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2250, top5_acc: 0.4625, loss_cls: 3.7053, loss: 3.7053, grad_norm: 1.8161 2020-07-24 00:10:51,041 - mmaction - INFO - Epoch [8][2680/3757] lr: 9.982e-02, eta: 8 days, 23:30:42, time: 0.794, data_time: 0.005, memory: 6201, top1_acc: 0.2078, top5_acc: 0.4555, loss_cls: 3.8113, loss: 3.8113, grad_norm: 1.8356 2020-07-24 00:11:06,871 - mmaction - INFO - Epoch [8][2700/3757] lr: 9.982e-02, eta: 8 days, 23:30:00, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2250, top5_acc: 0.4578, loss_cls: 3.6947, loss: 3.6947, grad_norm: 1.8051 2020-07-24 00:11:22,668 - mmaction - INFO - Epoch [8][2720/3757] lr: 9.982e-02, eta: 8 days, 23:29:16, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2086, top5_acc: 0.4516, loss_cls: 3.8089, loss: 3.8089, grad_norm: 1.8009 2020-07-24 00:11:38,492 - mmaction - INFO - Epoch [8][2740/3757] lr: 9.982e-02, eta: 8 days, 23:28:34, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2164, top5_acc: 0.4492, loss_cls: 3.7286, loss: 3.7286, grad_norm: 1.7895 2020-07-24 00:11:54,376 - mmaction - INFO - Epoch [8][2760/3757] lr: 9.982e-02, eta: 8 days, 23:27:54, time: 0.795, data_time: 0.004, memory: 6201, top1_acc: 0.2078, top5_acc: 0.4281, loss_cls: 3.8161, loss: 3.8161, grad_norm: 1.7314 2020-07-24 00:12:10,115 - mmaction - INFO - Epoch [8][2780/3757] lr: 9.982e-02, eta: 8 days, 23:27:08, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2234, top5_acc: 0.4508, loss_cls: 3.7661, loss: 3.7661, grad_norm: 1.7402 2020-07-24 00:12:25,901 - mmaction - INFO - Epoch [8][2800/3757] lr: 9.982e-02, eta: 8 days, 23:26:24, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2242, top5_acc: 0.4391, loss_cls: 3.7359, loss: 3.7359, grad_norm: 1.8053 2020-07-24 00:12:41,690 - mmaction - INFO - Epoch [8][2820/3757] lr: 9.982e-02, eta: 8 days, 23:25:41, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2109, top5_acc: 0.4437, loss_cls: 3.7352, loss: 3.7352, grad_norm: 1.8103 2020-07-24 00:12:57,451 - mmaction - INFO - Epoch [8][2840/3757] lr: 9.982e-02, eta: 8 days, 23:24:57, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2359, top5_acc: 0.4672, loss_cls: 3.6588, loss: 3.6588, grad_norm: 1.8551 2020-07-24 00:13:13,228 - mmaction - INFO - Epoch [8][2860/3757] lr: 9.982e-02, eta: 8 days, 23:24:13, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2375, top5_acc: 0.4695, loss_cls: 3.5671, loss: 3.5671, grad_norm: 1.8453 2020-07-24 00:13:29,026 - mmaction - INFO - Epoch [8][2880/3757] lr: 9.982e-02, eta: 8 days, 23:23:29, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2125, top5_acc: 0.4422, loss_cls: 3.7626, loss: 3.7626, grad_norm: 1.8734 2020-07-24 00:13:44,817 - mmaction - INFO - Epoch [8][2900/3757] lr: 9.982e-02, eta: 8 days, 23:22:46, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2180, top5_acc: 0.4719, loss_cls: 3.6498, loss: 3.6498, grad_norm: 1.7642 2020-07-24 00:14:00,684 - mmaction - INFO - Epoch [8][2920/3757] lr: 9.982e-02, eta: 8 days, 23:22:05, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.2133, top5_acc: 0.4508, loss_cls: 3.7143, loss: 3.7143, grad_norm: 1.8433 2020-07-24 00:14:16,449 - mmaction - INFO - Epoch [8][2940/3757] lr: 9.982e-02, eta: 8 days, 23:21:21, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2203, top5_acc: 0.4461, loss_cls: 3.7276, loss: 3.7276, grad_norm: 1.8312 2020-07-24 00:14:32,208 - mmaction - INFO - Epoch [8][2960/3757] lr: 9.982e-02, eta: 8 days, 23:20:37, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2172, top5_acc: 0.4516, loss_cls: 3.7570, loss: 3.7570, grad_norm: 1.7795 2020-07-24 00:14:47,971 - mmaction - INFO - Epoch [8][2980/3757] lr: 9.982e-02, eta: 8 days, 23:19:52, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2141, top5_acc: 0.4484, loss_cls: 3.7345, loss: 3.7345, grad_norm: 1.7821 2020-07-24 00:15:03,769 - mmaction - INFO - Epoch [8][3000/3757] lr: 9.982e-02, eta: 8 days, 23:19:10, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2203, top5_acc: 0.4805, loss_cls: 3.6511, loss: 3.6511, grad_norm: 1.7367 2020-07-24 00:15:19,542 - mmaction - INFO - Epoch [8][3020/3757] lr: 9.982e-02, eta: 8 days, 23:18:25, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2117, top5_acc: 0.4586, loss_cls: 3.7271, loss: 3.7271, grad_norm: 1.8431 2020-07-24 00:15:35,255 - mmaction - INFO - Epoch [8][3040/3757] lr: 9.982e-02, eta: 8 days, 23:17:40, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2242, top5_acc: 0.4562, loss_cls: 3.6944, loss: 3.6944, grad_norm: 1.8209 2020-07-24 00:15:51,020 - mmaction - INFO - Epoch [8][3060/3757] lr: 9.982e-02, eta: 8 days, 23:16:56, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2133, top5_acc: 0.4594, loss_cls: 3.6830, loss: 3.6830, grad_norm: 1.8635 2020-07-24 00:16:06,853 - mmaction - INFO - Epoch [8][3080/3757] lr: 9.982e-02, eta: 8 days, 23:16:14, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2109, top5_acc: 0.4477, loss_cls: 3.6824, loss: 3.6824, grad_norm: 1.8887 2020-07-24 00:16:22,657 - mmaction - INFO - Epoch [8][3100/3757] lr: 9.982e-02, eta: 8 days, 23:15:32, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.1984, top5_acc: 0.4391, loss_cls: 3.8328, loss: 3.8328, grad_norm: 1.8189 2020-07-24 00:16:38,469 - mmaction - INFO - Epoch [8][3120/3757] lr: 9.982e-02, eta: 8 days, 23:14:50, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2055, top5_acc: 0.4586, loss_cls: 3.7034, loss: 3.7034, grad_norm: 1.8471 2020-07-24 00:16:54,245 - mmaction - INFO - Epoch [8][3140/3757] lr: 9.982e-02, eta: 8 days, 23:14:06, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2156, top5_acc: 0.4250, loss_cls: 3.8062, loss: 3.8062, grad_norm: 1.8475 2020-07-24 00:17:10,012 - mmaction - INFO - Epoch [8][3160/3757] lr: 9.982e-02, eta: 8 days, 23:13:22, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2070, top5_acc: 0.4414, loss_cls: 3.7808, loss: 3.7808, grad_norm: 1.7536 2020-07-24 00:17:25,793 - mmaction - INFO - Epoch [8][3180/3757] lr: 9.982e-02, eta: 8 days, 23:12:39, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2266, top5_acc: 0.4609, loss_cls: 3.6825, loss: 3.6825, grad_norm: 1.7688 2020-07-24 00:17:41,579 - mmaction - INFO - Epoch [8][3200/3757] lr: 9.982e-02, eta: 8 days, 23:11:56, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2188, top5_acc: 0.4352, loss_cls: 3.8135, loss: 3.8135, grad_norm: 1.8105 2020-07-24 00:17:57,342 - mmaction - INFO - Epoch [8][3220/3757] lr: 9.982e-02, eta: 8 days, 23:11:12, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2484, top5_acc: 0.4898, loss_cls: 3.5871, loss: 3.5871, grad_norm: 1.8049 2020-07-24 00:18:13,119 - mmaction - INFO - Epoch [8][3240/3757] lr: 9.982e-02, eta: 8 days, 23:10:29, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2125, top5_acc: 0.4602, loss_cls: 3.7080, loss: 3.7080, grad_norm: 1.8121 2020-07-24 00:18:28,856 - mmaction - INFO - Epoch [8][3260/3757] lr: 9.982e-02, eta: 8 days, 23:09:45, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2195, top5_acc: 0.4500, loss_cls: 3.7302, loss: 3.7302, grad_norm: 1.7679 2020-07-24 00:18:44,672 - mmaction - INFO - Epoch [8][3280/3757] lr: 9.982e-02, eta: 8 days, 23:09:03, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2352, top5_acc: 0.4633, loss_cls: 3.6332, loss: 3.6332, grad_norm: 1.7857 2020-07-24 00:19:00,562 - mmaction - INFO - Epoch [8][3300/3757] lr: 9.982e-02, eta: 8 days, 23:08:23, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2102, top5_acc: 0.4562, loss_cls: 3.7685, loss: 3.7685, grad_norm: 1.8371 2020-07-24 00:19:16,354 - mmaction - INFO - Epoch [8][3320/3757] lr: 9.982e-02, eta: 8 days, 23:07:41, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2297, top5_acc: 0.4602, loss_cls: 3.7205, loss: 3.7205, grad_norm: 1.7959 2020-07-24 00:19:32,182 - mmaction - INFO - Epoch [8][3340/3757] lr: 9.982e-02, eta: 8 days, 23:06:59, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2313, top5_acc: 0.4641, loss_cls: 3.6702, loss: 3.6702, grad_norm: 1.7946 2020-07-24 00:19:48,034 - mmaction - INFO - Epoch [8][3360/3757] lr: 9.982e-02, eta: 8 days, 23:06:17, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2156, top5_acc: 0.4680, loss_cls: 3.6694, loss: 3.6694, grad_norm: 1.8347 2020-07-24 00:20:03,860 - mmaction - INFO - Epoch [8][3380/3757] lr: 9.982e-02, eta: 8 days, 23:05:37, time: 0.794, data_time: 0.005, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4500, loss_cls: 3.7367, loss: 3.7367, grad_norm: 1.8340 2020-07-24 00:20:19,553 - mmaction - INFO - Epoch [8][3400/3757] lr: 9.982e-02, eta: 8 days, 23:04:52, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2148, top5_acc: 0.4688, loss_cls: 3.6941, loss: 3.6941, grad_norm: 1.8028 2020-07-24 00:20:35,456 - mmaction - INFO - Epoch [8][3420/3757] lr: 9.982e-02, eta: 8 days, 23:04:13, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2156, top5_acc: 0.4523, loss_cls: 3.7185, loss: 3.7185, grad_norm: 1.8032 2020-07-24 00:20:51,275 - mmaction - INFO - Epoch [8][3440/3757] lr: 9.982e-02, eta: 8 days, 23:03:30, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2070, top5_acc: 0.4547, loss_cls: 3.7652, loss: 3.7652, grad_norm: 1.8308 2020-07-24 00:21:07,052 - mmaction - INFO - Epoch [8][3460/3757] lr: 9.982e-02, eta: 8 days, 23:02:49, time: 0.791, data_time: 0.005, memory: 6201, top1_acc: 0.2234, top5_acc: 0.4648, loss_cls: 3.6518, loss: 3.6518, grad_norm: 1.7433 2020-07-24 00:21:22,831 - mmaction - INFO - Epoch [8][3480/3757] lr: 9.982e-02, eta: 8 days, 23:02:06, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2125, top5_acc: 0.4594, loss_cls: 3.7255, loss: 3.7255, grad_norm: 1.8447 2020-07-24 00:21:38,608 - mmaction - INFO - Epoch [8][3500/3757] lr: 9.982e-02, eta: 8 days, 23:01:23, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2203, top5_acc: 0.4461, loss_cls: 3.6799, loss: 3.6799, grad_norm: 1.8168 2020-07-24 00:21:54,448 - mmaction - INFO - Epoch [8][3520/3757] lr: 9.982e-02, eta: 8 days, 23:00:42, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2383, top5_acc: 0.4781, loss_cls: 3.6291, loss: 3.6291, grad_norm: 1.7723 2020-07-24 00:22:10,206 - mmaction - INFO - Epoch [8][3540/3757] lr: 9.982e-02, eta: 8 days, 22:59:59, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2273, top5_acc: 0.4648, loss_cls: 3.6857, loss: 3.6857, grad_norm: 1.7999 2020-07-24 00:22:25,984 - mmaction - INFO - Epoch [8][3560/3757] lr: 9.982e-02, eta: 8 days, 22:59:16, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2258, top5_acc: 0.4562, loss_cls: 3.6198, loss: 3.6198, grad_norm: 1.8156 2020-07-24 00:22:41,737 - mmaction - INFO - Epoch [8][3580/3757] lr: 9.982e-02, eta: 8 days, 22:58:33, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2266, top5_acc: 0.4680, loss_cls: 3.6569, loss: 3.6569, grad_norm: 1.8440 2020-07-24 00:22:57,486 - mmaction - INFO - Epoch [8][3600/3757] lr: 9.982e-02, eta: 8 days, 22:57:50, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2273, top5_acc: 0.4719, loss_cls: 3.6887, loss: 3.6887, grad_norm: 1.8847 2020-07-24 00:23:13,472 - mmaction - INFO - Epoch [8][3620/3757] lr: 9.982e-02, eta: 8 days, 22:57:14, time: 0.800, data_time: 0.003, memory: 6201, top1_acc: 0.2062, top5_acc: 0.4445, loss_cls: 3.7882, loss: 3.7882, grad_norm: 1.7950 2020-07-24 00:23:29,170 - mmaction - INFO - Epoch [8][3640/3757] lr: 9.982e-02, eta: 8 days, 22:56:29, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2367, top5_acc: 0.4680, loss_cls: 3.6820, loss: 3.6820, grad_norm: 1.8258 2020-07-24 00:23:44,973 - mmaction - INFO - Epoch [8][3660/3757] lr: 9.982e-02, eta: 8 days, 22:55:47, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2094, top5_acc: 0.4500, loss_cls: 3.7737, loss: 3.7737, grad_norm: 1.8067 2020-07-24 00:24:00,741 - mmaction - INFO - Epoch [8][3680/3757] lr: 9.982e-02, eta: 8 days, 22:55:04, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2086, top5_acc: 0.4336, loss_cls: 3.7535, loss: 3.7535, grad_norm: 1.7910 2020-07-24 00:24:16,469 - mmaction - INFO - Epoch [8][3700/3757] lr: 9.982e-02, eta: 8 days, 22:54:21, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2328, top5_acc: 0.4562, loss_cls: 3.7032, loss: 3.7032, grad_norm: 1.8453 2020-07-24 00:24:32,191 - mmaction - INFO - Epoch [8][3720/3757] lr: 9.982e-02, eta: 8 days, 22:53:37, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2242, top5_acc: 0.4469, loss_cls: 3.7329, loss: 3.7329, grad_norm: 1.7879 2020-07-24 00:24:47,993 - mmaction - INFO - Epoch [8][3740/3757] lr: 9.982e-02, eta: 8 days, 22:52:55, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2188, top5_acc: 0.4578, loss_cls: 3.7730, loss: 3.7730, grad_norm: 1.8168 2020-07-24 00:25:08,749 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-07-24 00:28:04,363 - mmaction - INFO - Epoch [9][20/3757] lr: 9.976e-02, eta: 9 days, 0:06:27, time: 8.706, data_time: 7.820, memory: 6201, top1_acc: 0.2281, top5_acc: 0.4688, loss_cls: 3.6688, loss: 3.6688, grad_norm: 1.7859 2020-07-24 00:28:20,116 - mmaction - INFO - Epoch [9][40/3757] lr: 9.976e-02, eta: 9 days, 0:05:41, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2297, top5_acc: 0.4688, loss_cls: 3.6888, loss: 3.6888, grad_norm: 1.8354 2020-07-24 00:28:35,910 - mmaction - INFO - Epoch [9][60/3757] lr: 9.976e-02, eta: 9 days, 0:04:57, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2180, top5_acc: 0.4516, loss_cls: 3.6542, loss: 3.6542, grad_norm: 1.8311 2020-07-24 00:28:51,802 - mmaction - INFO - Epoch [9][80/3757] lr: 9.976e-02, eta: 9 days, 0:04:15, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4766, loss_cls: 3.5549, loss: 3.5549, grad_norm: 1.8388 2020-07-24 00:29:07,486 - mmaction - INFO - Epoch [9][100/3757] lr: 9.976e-02, eta: 9 days, 0:03:27, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2203, top5_acc: 0.4516, loss_cls: 3.7340, loss: 3.7340, grad_norm: 1.8172 2020-07-24 00:29:23,259 - mmaction - INFO - Epoch [9][120/3757] lr: 9.976e-02, eta: 9 days, 0:02:42, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2242, top5_acc: 0.4664, loss_cls: 3.6838, loss: 3.6838, grad_norm: 1.8158 2020-07-24 00:29:39,104 - mmaction - INFO - Epoch [9][140/3757] lr: 9.976e-02, eta: 9 days, 0:01:59, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2164, top5_acc: 0.4547, loss_cls: 3.7350, loss: 3.7350, grad_norm: 1.8976 2020-07-24 00:29:54,881 - mmaction - INFO - Epoch [9][160/3757] lr: 9.976e-02, eta: 9 days, 0:01:14, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2141, top5_acc: 0.4383, loss_cls: 3.7607, loss: 3.7607, grad_norm: 1.7551 2020-07-24 00:30:10,710 - mmaction - INFO - Epoch [9][180/3757] lr: 9.976e-02, eta: 9 days, 0:00:30, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2227, top5_acc: 0.4773, loss_cls: 3.6886, loss: 3.6886, grad_norm: 1.8421 2020-07-24 00:30:26,449 - mmaction - INFO - Epoch [9][200/3757] lr: 9.976e-02, eta: 8 days, 23:59:44, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2273, top5_acc: 0.4797, loss_cls: 3.6232, loss: 3.6232, grad_norm: 1.8180 2020-07-24 00:30:42,203 - mmaction - INFO - Epoch [9][220/3757] lr: 9.976e-02, eta: 8 days, 23:58:58, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2297, top5_acc: 0.4766, loss_cls: 3.6415, loss: 3.6415, grad_norm: 1.8116 2020-07-24 00:30:58,020 - mmaction - INFO - Epoch [9][240/3757] lr: 9.976e-02, eta: 8 days, 23:58:15, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2273, top5_acc: 0.4648, loss_cls: 3.6372, loss: 3.6372, grad_norm: 1.8043 2020-07-24 00:31:13,823 - mmaction - INFO - Epoch [9][260/3757] lr: 9.976e-02, eta: 8 days, 23:57:30, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2352, top5_acc: 0.4703, loss_cls: 3.6485, loss: 3.6485, grad_norm: 1.8448 2020-07-24 00:31:29,658 - mmaction - INFO - Epoch [9][280/3757] lr: 9.976e-02, eta: 8 days, 23:56:47, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2117, top5_acc: 0.4602, loss_cls: 3.6904, loss: 3.6904, grad_norm: 1.9387 2020-07-24 00:31:45,503 - mmaction - INFO - Epoch [9][300/3757] lr: 9.976e-02, eta: 8 days, 23:56:05, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2281, top5_acc: 0.4711, loss_cls: 3.6409, loss: 3.6409, grad_norm: 1.8511 2020-07-24 00:32:01,152 - mmaction - INFO - Epoch [9][320/3757] lr: 9.976e-02, eta: 8 days, 23:55:16, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.2391, top5_acc: 0.4836, loss_cls: 3.6027, loss: 3.6027, grad_norm: 1.8752 2020-07-24 00:32:16,981 - mmaction - INFO - Epoch [9][340/3757] lr: 9.976e-02, eta: 8 days, 23:54:33, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2437, top5_acc: 0.4945, loss_cls: 3.5621, loss: 3.5621, grad_norm: 1.8906 2020-07-24 00:32:32,790 - mmaction - INFO - Epoch [9][360/3757] lr: 9.976e-02, eta: 8 days, 23:53:49, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2109, top5_acc: 0.4445, loss_cls: 3.7672, loss: 3.7672, grad_norm: 1.8456 2020-07-24 00:32:48,573 - mmaction - INFO - Epoch [9][380/3757] lr: 9.976e-02, eta: 8 days, 23:53:05, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4664, loss_cls: 3.6052, loss: 3.6052, grad_norm: 1.7994 2020-07-24 00:33:04,334 - mmaction - INFO - Epoch [9][400/3757] lr: 9.976e-02, eta: 8 days, 23:52:20, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2219, top5_acc: 0.4609, loss_cls: 3.6304, loss: 3.6304, grad_norm: 1.8574 2020-07-24 00:33:20,159 - mmaction - INFO - Epoch [9][420/3757] lr: 9.976e-02, eta: 8 days, 23:51:36, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4578, loss_cls: 3.6346, loss: 3.6346, grad_norm: 1.8207 2020-07-24 00:33:35,991 - mmaction - INFO - Epoch [9][440/3757] lr: 9.976e-02, eta: 8 days, 23:50:54, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2383, top5_acc: 0.4617, loss_cls: 3.6845, loss: 3.6845, grad_norm: 1.8621 2020-07-24 00:33:51,727 - mmaction - INFO - Epoch [9][460/3757] lr: 9.976e-02, eta: 8 days, 23:50:08, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2313, top5_acc: 0.4742, loss_cls: 3.6392, loss: 3.6392, grad_norm: 1.8566 2020-07-24 00:34:07,539 - mmaction - INFO - Epoch [9][480/3757] lr: 9.976e-02, eta: 8 days, 23:49:25, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2273, top5_acc: 0.4758, loss_cls: 3.6391, loss: 3.6391, grad_norm: 1.8513 2020-07-24 00:34:23,347 - mmaction - INFO - Epoch [9][500/3757] lr: 9.976e-02, eta: 8 days, 23:48:41, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2281, top5_acc: 0.4758, loss_cls: 3.6728, loss: 3.6728, grad_norm: 1.8711 2020-07-24 00:34:39,149 - mmaction - INFO - Epoch [9][520/3757] lr: 9.976e-02, eta: 8 days, 23:47:57, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2305, top5_acc: 0.4727, loss_cls: 3.6386, loss: 3.6386, grad_norm: 1.8301 2020-07-24 00:34:54,900 - mmaction - INFO - Epoch [9][540/3757] lr: 9.976e-02, eta: 8 days, 23:47:13, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2281, top5_acc: 0.4562, loss_cls: 3.6900, loss: 3.6900, grad_norm: 1.8152 2020-07-24 00:35:10,635 - mmaction - INFO - Epoch [9][560/3757] lr: 9.976e-02, eta: 8 days, 23:46:27, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2344, top5_acc: 0.4914, loss_cls: 3.5673, loss: 3.5673, grad_norm: 1.8030 2020-07-24 00:35:26,420 - mmaction - INFO - Epoch [9][580/3757] lr: 9.976e-02, eta: 8 days, 23:45:43, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2086, top5_acc: 0.4492, loss_cls: 3.7318, loss: 3.7318, grad_norm: 1.8642 2020-07-24 00:35:42,197 - mmaction - INFO - Epoch [9][600/3757] lr: 9.976e-02, eta: 8 days, 23:44:59, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2344, top5_acc: 0.4734, loss_cls: 3.6871, loss: 3.6871, grad_norm: 1.7788 2020-07-24 00:35:57,982 - mmaction - INFO - Epoch [9][620/3757] lr: 9.976e-02, eta: 8 days, 23:44:14, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4766, loss_cls: 3.6433, loss: 3.6433, grad_norm: 1.8018 2020-07-24 00:36:13,740 - mmaction - INFO - Epoch [9][640/3757] lr: 9.976e-02, eta: 8 days, 23:43:30, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4891, loss_cls: 3.5784, loss: 3.5784, grad_norm: 1.8402 2020-07-24 00:36:29,570 - mmaction - INFO - Epoch [9][660/3757] lr: 9.976e-02, eta: 8 days, 23:42:47, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2453, top5_acc: 0.4594, loss_cls: 3.6878, loss: 3.6878, grad_norm: 1.8322 2020-07-24 00:36:45,359 - mmaction - INFO - Epoch [9][680/3757] lr: 9.976e-02, eta: 8 days, 23:42:04, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2328, top5_acc: 0.4961, loss_cls: 3.5903, loss: 3.5903, grad_norm: 1.8109 2020-07-24 00:37:01,170 - mmaction - INFO - Epoch [9][700/3757] lr: 9.976e-02, eta: 8 days, 23:41:21, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2250, top5_acc: 0.4695, loss_cls: 3.6202, loss: 3.6202, grad_norm: 1.8465 2020-07-24 00:37:16,985 - mmaction - INFO - Epoch [9][720/3757] lr: 9.976e-02, eta: 8 days, 23:40:38, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2289, top5_acc: 0.4492, loss_cls: 3.6700, loss: 3.6700, grad_norm: 1.7882 2020-07-24 00:37:32,757 - mmaction - INFO - Epoch [9][740/3757] lr: 9.976e-02, eta: 8 days, 23:39:53, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2172, top5_acc: 0.4586, loss_cls: 3.6999, loss: 3.6999, grad_norm: 1.8063 2020-07-24 00:37:48,528 - mmaction - INFO - Epoch [9][760/3757] lr: 9.976e-02, eta: 8 days, 23:39:10, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2297, top5_acc: 0.4969, loss_cls: 3.5502, loss: 3.5502, grad_norm: 1.8300 2020-07-24 00:38:04,308 - mmaction - INFO - Epoch [9][780/3757] lr: 9.976e-02, eta: 8 days, 23:38:26, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2313, top5_acc: 0.4688, loss_cls: 3.6328, loss: 3.6328, grad_norm: 1.8018 2020-07-24 00:38:20,089 - mmaction - INFO - Epoch [9][800/3757] lr: 9.976e-02, eta: 8 days, 23:37:41, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2305, top5_acc: 0.4578, loss_cls: 3.6924, loss: 3.6924, grad_norm: 1.8118 2020-07-24 00:38:35,834 - mmaction - INFO - Epoch [9][820/3757] lr: 9.976e-02, eta: 8 days, 23:36:58, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2250, top5_acc: 0.4516, loss_cls: 3.7321, loss: 3.7321, grad_norm: 1.8127 2020-07-24 00:38:51,660 - mmaction - INFO - Epoch [9][840/3757] lr: 9.976e-02, eta: 8 days, 23:36:15, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.1984, top5_acc: 0.4570, loss_cls: 3.7643, loss: 3.7643, grad_norm: 1.8194 2020-07-24 00:39:07,504 - mmaction - INFO - Epoch [9][860/3757] lr: 9.976e-02, eta: 8 days, 23:35:34, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2516, top5_acc: 0.4875, loss_cls: 3.5408, loss: 3.5408, grad_norm: 1.7975 2020-07-24 00:39:23,283 - mmaction - INFO - Epoch [9][880/3757] lr: 9.976e-02, eta: 8 days, 23:34:49, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2281, top5_acc: 0.4781, loss_cls: 3.6467, loss: 3.6467, grad_norm: 1.8711 2020-07-24 00:39:39,087 - mmaction - INFO - Epoch [9][900/3757] lr: 9.976e-02, eta: 8 days, 23:34:07, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4719, loss_cls: 3.6561, loss: 3.6561, grad_norm: 1.8046 2020-07-24 00:39:54,895 - mmaction - INFO - Epoch [9][920/3757] lr: 9.976e-02, eta: 8 days, 23:33:24, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2203, top5_acc: 0.4664, loss_cls: 3.6644, loss: 3.6644, grad_norm: 1.8234 2020-07-24 00:40:10,672 - mmaction - INFO - Epoch [9][940/3757] lr: 9.976e-02, eta: 8 days, 23:32:40, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2203, top5_acc: 0.4508, loss_cls: 3.7399, loss: 3.7399, grad_norm: 1.8720 2020-07-24 00:40:26,444 - mmaction - INFO - Epoch [9][960/3757] lr: 9.976e-02, eta: 8 days, 23:31:57, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2297, top5_acc: 0.4656, loss_cls: 3.6878, loss: 3.6878, grad_norm: 1.8293 2020-07-24 00:40:42,207 - mmaction - INFO - Epoch [9][980/3757] lr: 9.976e-02, eta: 8 days, 23:31:13, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2227, top5_acc: 0.4703, loss_cls: 3.6893, loss: 3.6893, grad_norm: 1.8453 2020-07-24 00:40:57,994 - mmaction - INFO - Epoch [9][1000/3757] lr: 9.976e-02, eta: 8 days, 23:30:30, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2133, top5_acc: 0.4734, loss_cls: 3.6829, loss: 3.6829, grad_norm: 1.8492 2020-07-24 00:41:13,795 - mmaction - INFO - Epoch [9][1020/3757] lr: 9.976e-02, eta: 8 days, 23:29:46, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2031, top5_acc: 0.4609, loss_cls: 3.6962, loss: 3.6962, grad_norm: 1.8382 2020-07-24 00:41:29,634 - mmaction - INFO - Epoch [9][1040/3757] lr: 9.976e-02, eta: 8 days, 23:29:05, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4742, loss_cls: 3.5983, loss: 3.5983, grad_norm: 1.8588 2020-07-24 00:41:45,465 - mmaction - INFO - Epoch [9][1060/3757] lr: 9.976e-02, eta: 8 days, 23:28:24, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2281, top5_acc: 0.4805, loss_cls: 3.6695, loss: 3.6695, grad_norm: 1.8412 2020-07-24 00:42:01,199 - mmaction - INFO - Epoch [9][1080/3757] lr: 9.976e-02, eta: 8 days, 23:27:39, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2164, top5_acc: 0.4633, loss_cls: 3.6894, loss: 3.6894, grad_norm: 1.8142 2020-07-24 00:42:16,992 - mmaction - INFO - Epoch [9][1100/3757] lr: 9.976e-02, eta: 8 days, 23:26:56, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2172, top5_acc: 0.4570, loss_cls: 3.6999, loss: 3.6999, grad_norm: 1.8184 2020-07-24 00:42:32,758 - mmaction - INFO - Epoch [9][1120/3757] lr: 9.976e-02, eta: 8 days, 23:26:13, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.2008, top5_acc: 0.4516, loss_cls: 3.7323, loss: 3.7323, grad_norm: 1.8354 2020-07-24 00:42:48,531 - mmaction - INFO - Epoch [9][1140/3757] lr: 9.976e-02, eta: 8 days, 23:25:29, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2102, top5_acc: 0.4453, loss_cls: 3.7624, loss: 3.7624, grad_norm: 1.8508 2020-07-24 00:43:04,321 - mmaction - INFO - Epoch [9][1160/3757] lr: 9.976e-02, eta: 8 days, 23:24:46, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2172, top5_acc: 0.4508, loss_cls: 3.7365, loss: 3.7365, grad_norm: 1.8139 2020-07-24 00:43:20,087 - mmaction - INFO - Epoch [9][1180/3757] lr: 9.976e-02, eta: 8 days, 23:24:02, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4695, loss_cls: 3.7034, loss: 3.7034, grad_norm: 1.8188 2020-07-24 00:43:35,865 - mmaction - INFO - Epoch [9][1200/3757] lr: 9.976e-02, eta: 8 days, 23:23:19, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2258, top5_acc: 0.4594, loss_cls: 3.6847, loss: 3.6847, grad_norm: 1.8154 2020-07-24 00:43:51,787 - mmaction - INFO - Epoch [9][1220/3757] lr: 9.976e-02, eta: 8 days, 23:22:41, time: 0.797, data_time: 0.004, memory: 6201, top1_acc: 0.2047, top5_acc: 0.4484, loss_cls: 3.7661, loss: 3.7661, grad_norm: 1.8326 2020-07-24 00:44:07,532 - mmaction - INFO - Epoch [9][1240/3757] lr: 9.976e-02, eta: 8 days, 23:21:57, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2195, top5_acc: 0.4516, loss_cls: 3.7027, loss: 3.7027, grad_norm: 1.8200 2020-07-24 00:44:23,387 - mmaction - INFO - Epoch [9][1260/3757] lr: 9.976e-02, eta: 8 days, 23:21:16, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.2008, top5_acc: 0.4484, loss_cls: 3.7916, loss: 3.7916, grad_norm: 1.8096 2020-07-24 00:44:39,168 - mmaction - INFO - Epoch [9][1280/3757] lr: 9.976e-02, eta: 8 days, 23:20:33, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2508, top5_acc: 0.4766, loss_cls: 3.6129, loss: 3.6129, grad_norm: 1.8359 2020-07-24 00:44:54,994 - mmaction - INFO - Epoch [9][1300/3757] lr: 9.976e-02, eta: 8 days, 23:19:52, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2570, top5_acc: 0.4930, loss_cls: 3.5618, loss: 3.5618, grad_norm: 1.8562 2020-07-24 00:45:10,748 - mmaction - INFO - Epoch [9][1320/3757] lr: 9.976e-02, eta: 8 days, 23:19:08, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4641, loss_cls: 3.6160, loss: 3.6160, grad_norm: 1.8232 2020-07-24 00:45:26,561 - mmaction - INFO - Epoch [9][1340/3757] lr: 9.976e-02, eta: 8 days, 23:18:26, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2281, top5_acc: 0.4695, loss_cls: 3.6267, loss: 3.6267, grad_norm: 1.8389 2020-07-24 00:45:42,295 - mmaction - INFO - Epoch [9][1360/3757] lr: 9.976e-02, eta: 8 days, 23:17:42, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2266, top5_acc: 0.4633, loss_cls: 3.6582, loss: 3.6582, grad_norm: 1.8478 2020-07-24 00:45:58,077 - mmaction - INFO - Epoch [9][1380/3757] lr: 9.976e-02, eta: 8 days, 23:17:00, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4930, loss_cls: 3.5775, loss: 3.5775, grad_norm: 1.8787 2020-07-24 00:46:13,839 - mmaction - INFO - Epoch [9][1400/3757] lr: 9.976e-02, eta: 8 days, 23:16:16, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2305, top5_acc: 0.4586, loss_cls: 3.6495, loss: 3.6495, grad_norm: 1.8432 2020-07-24 00:46:29,658 - mmaction - INFO - Epoch [9][1420/3757] lr: 9.976e-02, eta: 8 days, 23:15:35, time: 0.791, data_time: 0.002, memory: 6201, top1_acc: 0.2219, top5_acc: 0.4617, loss_cls: 3.6744, loss: 3.6744, grad_norm: 1.8021 2020-07-24 00:46:45,431 - mmaction - INFO - Epoch [9][1440/3757] lr: 9.976e-02, eta: 8 days, 23:14:52, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.2133, top5_acc: 0.4492, loss_cls: 3.6827, loss: 3.6827, grad_norm: 1.8414 2020-07-24 00:47:01,239 - mmaction - INFO - Epoch [9][1460/3757] lr: 9.976e-02, eta: 8 days, 23:14:10, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2258, top5_acc: 0.4570, loss_cls: 3.6930, loss: 3.6930, grad_norm: 1.7618 2020-07-24 00:47:17,009 - mmaction - INFO - Epoch [9][1480/3757] lr: 9.976e-02, eta: 8 days, 23:13:27, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2391, top5_acc: 0.4594, loss_cls: 3.6428, loss: 3.6428, grad_norm: 1.8140 2020-07-24 00:47:32,846 - mmaction - INFO - Epoch [9][1500/3757] lr: 9.976e-02, eta: 8 days, 23:12:46, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2289, top5_acc: 0.4734, loss_cls: 3.6566, loss: 3.6566, grad_norm: 1.8556 2020-07-24 00:47:48,602 - mmaction - INFO - Epoch [9][1520/3757] lr: 9.976e-02, eta: 8 days, 23:12:03, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2047, top5_acc: 0.4531, loss_cls: 3.7024, loss: 3.7024, grad_norm: 1.8350 2020-07-24 00:48:04,387 - mmaction - INFO - Epoch [9][1540/3757] lr: 9.976e-02, eta: 8 days, 23:11:21, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2172, top5_acc: 0.4516, loss_cls: 3.6870, loss: 3.6870, grad_norm: 1.8712 2020-07-24 00:48:20,178 - mmaction - INFO - Epoch [9][1560/3757] lr: 9.976e-02, eta: 8 days, 23:10:39, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2047, top5_acc: 0.4516, loss_cls: 3.7297, loss: 3.7297, grad_norm: 1.8431 2020-07-24 00:48:36,024 - mmaction - INFO - Epoch [9][1580/3757] lr: 9.976e-02, eta: 8 days, 23:09:58, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2469, top5_acc: 0.4648, loss_cls: 3.6845, loss: 3.6845, grad_norm: 1.7811 2020-07-24 00:48:51,808 - mmaction - INFO - Epoch [9][1600/3757] lr: 9.976e-02, eta: 8 days, 23:09:16, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2195, top5_acc: 0.4578, loss_cls: 3.6787, loss: 3.6787, grad_norm: 1.8247 2020-07-24 00:49:07,624 - mmaction - INFO - Epoch [9][1620/3757] lr: 9.976e-02, eta: 8 days, 23:08:34, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2242, top5_acc: 0.4664, loss_cls: 3.6806, loss: 3.6806, grad_norm: 1.8111 2020-07-24 00:49:23,416 - mmaction - INFO - Epoch [9][1640/3757] lr: 9.976e-02, eta: 8 days, 23:07:52, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2219, top5_acc: 0.4664, loss_cls: 3.7644, loss: 3.7644, grad_norm: 1.8230 2020-07-24 00:49:39,206 - mmaction - INFO - Epoch [9][1660/3757] lr: 9.976e-02, eta: 8 days, 23:07:10, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2117, top5_acc: 0.4609, loss_cls: 3.7043, loss: 3.7043, grad_norm: 1.8154 2020-07-24 00:49:54,983 - mmaction - INFO - Epoch [9][1680/3757] lr: 9.976e-02, eta: 8 days, 23:06:28, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2484, top5_acc: 0.4758, loss_cls: 3.5609, loss: 3.5609, grad_norm: 1.8139 2020-07-24 00:50:10,828 - mmaction - INFO - Epoch [9][1700/3757] lr: 9.976e-02, eta: 8 days, 23:05:48, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2328, top5_acc: 0.4750, loss_cls: 3.6141, loss: 3.6141, grad_norm: 1.8640 2020-07-24 00:50:26,516 - mmaction - INFO - Epoch [9][1720/3757] lr: 9.976e-02, eta: 8 days, 23:05:03, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2219, top5_acc: 0.4508, loss_cls: 3.6598, loss: 3.6598, grad_norm: 1.8796 2020-07-24 00:50:42,311 - mmaction - INFO - Epoch [9][1740/3757] lr: 9.976e-02, eta: 8 days, 23:04:21, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2375, top5_acc: 0.4641, loss_cls: 3.6749, loss: 3.6749, grad_norm: 1.8004 2020-07-24 00:50:58,078 - mmaction - INFO - Epoch [9][1760/3757] lr: 9.976e-02, eta: 8 days, 23:03:39, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4609, loss_cls: 3.7370, loss: 3.7370, grad_norm: 1.8248 2020-07-24 00:51:13,869 - mmaction - INFO - Epoch [9][1780/3757] lr: 9.976e-02, eta: 8 days, 23:02:57, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2148, top5_acc: 0.4625, loss_cls: 3.7054, loss: 3.7054, grad_norm: 1.8142 2020-07-24 00:51:29,724 - mmaction - INFO - Epoch [9][1800/3757] lr: 9.976e-02, eta: 8 days, 23:02:17, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2367, top5_acc: 0.4539, loss_cls: 3.6849, loss: 3.6849, grad_norm: 1.8170 2020-07-24 00:51:45,498 - mmaction - INFO - Epoch [9][1820/3757] lr: 9.976e-02, eta: 8 days, 23:01:35, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2133, top5_acc: 0.4508, loss_cls: 3.6742, loss: 3.6742, grad_norm: 1.8269 2020-07-24 00:52:01,262 - mmaction - INFO - Epoch [9][1840/3757] lr: 9.976e-02, eta: 8 days, 23:00:53, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2203, top5_acc: 0.4297, loss_cls: 3.8265, loss: 3.8265, grad_norm: 1.8413 2020-07-24 00:52:16,971 - mmaction - INFO - Epoch [9][1860/3757] lr: 9.976e-02, eta: 8 days, 23:00:09, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2367, top5_acc: 0.4664, loss_cls: 3.6318, loss: 3.6318, grad_norm: 1.7693 2020-07-24 00:52:32,722 - mmaction - INFO - Epoch [9][1880/3757] lr: 9.976e-02, eta: 8 days, 22:59:26, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2211, top5_acc: 0.4664, loss_cls: 3.7229, loss: 3.7229, grad_norm: 1.8441 2020-07-24 00:52:48,436 - mmaction - INFO - Epoch [9][1900/3757] lr: 9.976e-02, eta: 8 days, 22:58:42, time: 0.786, data_time: 0.004, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4734, loss_cls: 3.6345, loss: 3.6345, grad_norm: 1.8297 2020-07-24 00:53:04,207 - mmaction - INFO - Epoch [9][1920/3757] lr: 9.976e-02, eta: 8 days, 22:58:00, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2164, top5_acc: 0.4703, loss_cls: 3.6100, loss: 3.6100, grad_norm: 1.8040 2020-07-24 00:53:19,946 - mmaction - INFO - Epoch [9][1940/3757] lr: 9.976e-02, eta: 8 days, 22:57:17, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2328, top5_acc: 0.4695, loss_cls: 3.6426, loss: 3.6426, grad_norm: 1.8708 2020-07-24 00:53:35,687 - mmaction - INFO - Epoch [9][1960/3757] lr: 9.976e-02, eta: 8 days, 22:56:34, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2250, top5_acc: 0.4484, loss_cls: 3.7043, loss: 3.7043, grad_norm: 1.8121 2020-07-24 00:53:51,459 - mmaction - INFO - Epoch [9][1980/3757] lr: 9.976e-02, eta: 8 days, 22:55:51, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2313, top5_acc: 0.4539, loss_cls: 3.7148, loss: 3.7148, grad_norm: 1.8101 2020-07-24 00:54:07,176 - mmaction - INFO - Epoch [9][2000/3757] lr: 9.976e-02, eta: 8 days, 22:55:09, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2102, top5_acc: 0.4297, loss_cls: 3.7757, loss: 3.7757, grad_norm: 1.8529 2020-07-24 00:54:22,988 - mmaction - INFO - Epoch [9][2020/3757] lr: 9.976e-02, eta: 8 days, 22:54:27, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2391, top5_acc: 0.4742, loss_cls: 3.5783, loss: 3.5783, grad_norm: 1.8491 2020-07-24 00:54:38,715 - mmaction - INFO - Epoch [9][2040/3757] lr: 9.976e-02, eta: 8 days, 22:53:45, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2273, top5_acc: 0.4602, loss_cls: 3.6475, loss: 3.6475, grad_norm: 1.8750 2020-07-24 00:54:54,495 - mmaction - INFO - Epoch [9][2060/3757] lr: 9.976e-02, eta: 8 days, 22:53:03, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2266, top5_acc: 0.4672, loss_cls: 3.6606, loss: 3.6606, grad_norm: 1.8637 2020-07-24 00:55:10,287 - mmaction - INFO - Epoch [9][2080/3757] lr: 9.976e-02, eta: 8 days, 22:52:22, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2211, top5_acc: 0.4523, loss_cls: 3.7400, loss: 3.7400, grad_norm: 1.8217 2020-07-24 00:55:26,059 - mmaction - INFO - Epoch [9][2100/3757] lr: 9.976e-02, eta: 8 days, 22:51:40, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2250, top5_acc: 0.4688, loss_cls: 3.6494, loss: 3.6494, grad_norm: 1.8178 2020-07-24 00:55:41,886 - mmaction - INFO - Epoch [9][2120/3757] lr: 9.976e-02, eta: 8 days, 22:51:00, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2352, top5_acc: 0.4734, loss_cls: 3.5656, loss: 3.5656, grad_norm: 1.7804 2020-07-24 00:55:57,642 - mmaction - INFO - Epoch [9][2140/3757] lr: 9.976e-02, eta: 8 days, 22:50:18, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2313, top5_acc: 0.4680, loss_cls: 3.6242, loss: 3.6242, grad_norm: 1.8510 2020-07-24 00:56:13,409 - mmaction - INFO - Epoch [9][2160/3757] lr: 9.976e-02, eta: 8 days, 22:49:36, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2148, top5_acc: 0.4641, loss_cls: 3.7015, loss: 3.7015, grad_norm: 1.8460 2020-07-24 00:56:29,241 - mmaction - INFO - Epoch [9][2180/3757] lr: 9.976e-02, eta: 8 days, 22:48:56, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4586, loss_cls: 3.6561, loss: 3.6561, grad_norm: 1.8215 2020-07-24 00:56:45,030 - mmaction - INFO - Epoch [9][2200/3757] lr: 9.976e-02, eta: 8 days, 22:48:15, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5023, loss_cls: 3.5744, loss: 3.5744, grad_norm: 1.8660 2020-07-24 00:57:00,777 - mmaction - INFO - Epoch [9][2220/3757] lr: 9.976e-02, eta: 8 days, 22:47:33, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4672, loss_cls: 3.6785, loss: 3.6785, grad_norm: 1.8133 2020-07-24 00:57:16,532 - mmaction - INFO - Epoch [9][2240/3757] lr: 9.976e-02, eta: 8 days, 22:46:50, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2250, top5_acc: 0.4617, loss_cls: 3.6893, loss: 3.6893, grad_norm: 1.8679 2020-07-24 00:57:32,321 - mmaction - INFO - Epoch [9][2260/3757] lr: 9.976e-02, eta: 8 days, 22:46:09, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2070, top5_acc: 0.4375, loss_cls: 3.7448, loss: 3.7448, grad_norm: 1.8580 2020-07-24 00:57:48,153 - mmaction - INFO - Epoch [9][2280/3757] lr: 9.976e-02, eta: 8 days, 22:45:29, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2156, top5_acc: 0.4688, loss_cls: 3.6921, loss: 3.6921, grad_norm: 1.7858 2020-07-24 00:58:03,813 - mmaction - INFO - Epoch [9][2300/3757] lr: 9.976e-02, eta: 8 days, 22:44:45, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2258, top5_acc: 0.4766, loss_cls: 3.5890, loss: 3.5890, grad_norm: 1.8056 2020-07-24 00:58:19,617 - mmaction - INFO - Epoch [9][2320/3757] lr: 9.976e-02, eta: 8 days, 22:44:04, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4805, loss_cls: 3.6548, loss: 3.6548, grad_norm: 1.8204 2020-07-24 00:58:35,406 - mmaction - INFO - Epoch [9][2340/3757] lr: 9.976e-02, eta: 8 days, 22:43:24, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2016, top5_acc: 0.4539, loss_cls: 3.7308, loss: 3.7308, grad_norm: 1.8483 2020-07-24 00:58:51,186 - mmaction - INFO - Epoch [9][2360/3757] lr: 9.976e-02, eta: 8 days, 22:42:42, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2281, top5_acc: 0.4609, loss_cls: 3.7052, loss: 3.7052, grad_norm: 1.8111 2020-07-24 00:59:06,986 - mmaction - INFO - Epoch [9][2380/3757] lr: 9.976e-02, eta: 8 days, 22:42:02, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2328, top5_acc: 0.4719, loss_cls: 3.6016, loss: 3.6016, grad_norm: 1.8404 2020-07-24 00:59:22,721 - mmaction - INFO - Epoch [9][2400/3757] lr: 9.976e-02, eta: 8 days, 22:41:19, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2344, top5_acc: 0.4578, loss_cls: 3.6828, loss: 3.6828, grad_norm: 1.8283 2020-07-24 00:59:38,486 - mmaction - INFO - Epoch [9][2420/3757] lr: 9.976e-02, eta: 8 days, 22:40:38, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2328, top5_acc: 0.4883, loss_cls: 3.6182, loss: 3.6182, grad_norm: 1.8661 2020-07-24 00:59:54,238 - mmaction - INFO - Epoch [9][2440/3757] lr: 9.976e-02, eta: 8 days, 22:39:56, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2172, top5_acc: 0.4781, loss_cls: 3.6538, loss: 3.6538, grad_norm: 1.8401 2020-07-24 01:00:15,459 - mmaction - INFO - Epoch [9][2460/3757] lr: 9.976e-02, eta: 8 days, 22:41:49, time: 1.058, data_time: 0.005, memory: 6201, top1_acc: 0.1961, top5_acc: 0.4414, loss_cls: 3.7527, loss: 3.7527, grad_norm: 1.8026 2020-07-24 01:00:31,230 - mmaction - INFO - Epoch [9][2480/3757] lr: 9.976e-02, eta: 8 days, 22:41:09, time: 0.791, data_time: 0.006, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4727, loss_cls: 3.7017, loss: 3.7017, grad_norm: 1.8202 2020-07-24 01:00:46,995 - mmaction - INFO - Epoch [9][2500/3757] lr: 9.976e-02, eta: 8 days, 22:40:28, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2234, top5_acc: 0.4609, loss_cls: 3.7029, loss: 3.7029, grad_norm: 1.8300 2020-07-24 01:01:02,784 - mmaction - INFO - Epoch [9][2520/3757] lr: 9.976e-02, eta: 8 days, 22:39:47, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2477, top5_acc: 0.4711, loss_cls: 3.6164, loss: 3.6164, grad_norm: 1.7892 2020-07-24 01:01:18,587 - mmaction - INFO - Epoch [9][2540/3757] lr: 9.976e-02, eta: 8 days, 22:39:07, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2078, top5_acc: 0.4375, loss_cls: 3.7539, loss: 3.7539, grad_norm: 1.8126 2020-07-24 01:01:34,377 - mmaction - INFO - Epoch [9][2560/3757] lr: 9.976e-02, eta: 8 days, 22:38:26, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2383, top5_acc: 0.4711, loss_cls: 3.6469, loss: 3.6469, grad_norm: 1.8287 2020-07-24 01:01:50,105 - mmaction - INFO - Epoch [9][2580/3757] lr: 9.976e-02, eta: 8 days, 22:37:44, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2289, top5_acc: 0.4602, loss_cls: 3.6869, loss: 3.6869, grad_norm: 1.8864 2020-07-24 01:02:05,910 - mmaction - INFO - Epoch [9][2600/3757] lr: 9.976e-02, eta: 8 days, 22:37:03, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2156, top5_acc: 0.4539, loss_cls: 3.6936, loss: 3.6936, grad_norm: 1.8249 2020-07-24 01:02:21,687 - mmaction - INFO - Epoch [9][2620/3757] lr: 9.976e-02, eta: 8 days, 22:36:23, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4820, loss_cls: 3.6087, loss: 3.6087, grad_norm: 1.8278 2020-07-24 01:02:37,533 - mmaction - INFO - Epoch [9][2640/3757] lr: 9.976e-02, eta: 8 days, 22:35:44, time: 0.792, data_time: 0.002, memory: 6201, top1_acc: 0.2508, top5_acc: 0.4977, loss_cls: 3.5546, loss: 3.5546, grad_norm: 1.8733 2020-07-24 01:02:53,319 - mmaction - INFO - Epoch [9][2660/3757] lr: 9.976e-02, eta: 8 days, 22:35:03, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2133, top5_acc: 0.4602, loss_cls: 3.6704, loss: 3.6704, grad_norm: 1.8745 2020-07-24 01:03:09,062 - mmaction - INFO - Epoch [9][2680/3757] lr: 9.976e-02, eta: 8 days, 22:34:21, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2273, top5_acc: 0.4805, loss_cls: 3.6511, loss: 3.6511, grad_norm: 1.7902 2020-07-24 01:03:24,824 - mmaction - INFO - Epoch [9][2700/3757] lr: 9.976e-02, eta: 8 days, 22:33:40, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2391, top5_acc: 0.4828, loss_cls: 3.5760, loss: 3.5760, grad_norm: 1.8501 2020-07-24 01:03:40,559 - mmaction - INFO - Epoch [9][2720/3757] lr: 9.976e-02, eta: 8 days, 22:32:58, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2148, top5_acc: 0.4531, loss_cls: 3.6983, loss: 3.6983, grad_norm: 1.8664 2020-07-24 01:03:56,233 - mmaction - INFO - Epoch [9][2740/3757] lr: 9.976e-02, eta: 8 days, 22:32:15, time: 0.784, data_time: 0.002, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4781, loss_cls: 3.5668, loss: 3.5668, grad_norm: 1.8264 2020-07-24 01:04:11,987 - mmaction - INFO - Epoch [9][2760/3757] lr: 9.976e-02, eta: 8 days, 22:31:33, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2211, top5_acc: 0.4641, loss_cls: 3.7159, loss: 3.7159, grad_norm: 1.8646 2020-07-24 01:04:27,748 - mmaction - INFO - Epoch [9][2780/3757] lr: 9.976e-02, eta: 8 days, 22:30:52, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2352, top5_acc: 0.4609, loss_cls: 3.6725, loss: 3.6725, grad_norm: 1.7867 2020-07-24 01:04:43,508 - mmaction - INFO - Epoch [9][2800/3757] lr: 9.976e-02, eta: 8 days, 22:30:11, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2055, top5_acc: 0.4484, loss_cls: 3.7668, loss: 3.7668, grad_norm: 1.8512 2020-07-24 01:04:59,308 - mmaction - INFO - Epoch [9][2820/3757] lr: 9.976e-02, eta: 8 days, 22:29:31, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2437, top5_acc: 0.4781, loss_cls: 3.5893, loss: 3.5893, grad_norm: 1.8116 2020-07-24 01:05:15,051 - mmaction - INFO - Epoch [9][2840/3757] lr: 9.976e-02, eta: 8 days, 22:28:50, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2219, top5_acc: 0.4719, loss_cls: 3.6498, loss: 3.6498, grad_norm: 1.8602 2020-07-24 01:05:30,862 - mmaction - INFO - Epoch [9][2860/3757] lr: 9.976e-02, eta: 8 days, 22:28:10, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4867, loss_cls: 3.6031, loss: 3.6031, grad_norm: 1.8361 2020-07-24 01:05:46,622 - mmaction - INFO - Epoch [9][2880/3757] lr: 9.976e-02, eta: 8 days, 22:27:29, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4805, loss_cls: 3.6494, loss: 3.6494, grad_norm: 1.8410 2020-07-24 01:06:02,354 - mmaction - INFO - Epoch [9][2900/3757] lr: 9.976e-02, eta: 8 days, 22:26:47, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2148, top5_acc: 0.4500, loss_cls: 3.7304, loss: 3.7304, grad_norm: 1.8628 2020-07-24 01:06:18,124 - mmaction - INFO - Epoch [9][2920/3757] lr: 9.976e-02, eta: 8 days, 22:26:07, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2188, top5_acc: 0.4656, loss_cls: 3.7289, loss: 3.7289, grad_norm: 1.8008 2020-07-24 01:06:34,017 - mmaction - INFO - Epoch [9][2940/3757] lr: 9.976e-02, eta: 8 days, 22:25:29, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2453, top5_acc: 0.4813, loss_cls: 3.6093, loss: 3.6093, grad_norm: 1.8544 2020-07-24 01:06:49,743 - mmaction - INFO - Epoch [9][2960/3757] lr: 9.976e-02, eta: 8 days, 22:24:47, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2141, top5_acc: 0.4500, loss_cls: 3.6972, loss: 3.6972, grad_norm: 1.8558 2020-07-24 01:07:05,507 - mmaction - INFO - Epoch [9][2980/3757] lr: 9.976e-02, eta: 8 days, 22:24:07, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2547, top5_acc: 0.4750, loss_cls: 3.6196, loss: 3.6196, grad_norm: 1.8383 2020-07-24 01:07:21,290 - mmaction - INFO - Epoch [9][3000/3757] lr: 9.976e-02, eta: 8 days, 22:23:27, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4758, loss_cls: 3.6394, loss: 3.6394, grad_norm: 1.8914 2020-07-24 01:07:37,164 - mmaction - INFO - Epoch [9][3020/3757] lr: 9.976e-02, eta: 8 days, 22:22:49, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2094, top5_acc: 0.4562, loss_cls: 3.7105, loss: 3.7105, grad_norm: 1.8740 2020-07-24 01:07:52,916 - mmaction - INFO - Epoch [9][3040/3757] lr: 9.976e-02, eta: 8 days, 22:22:08, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2484, top5_acc: 0.4867, loss_cls: 3.5832, loss: 3.5832, grad_norm: 1.8744 2020-07-24 01:08:08,658 - mmaction - INFO - Epoch [9][3060/3757] lr: 9.976e-02, eta: 8 days, 22:21:26, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2055, top5_acc: 0.4453, loss_cls: 3.7650, loss: 3.7650, grad_norm: 1.8540 2020-07-24 01:08:24,474 - mmaction - INFO - Epoch [9][3080/3757] lr: 9.976e-02, eta: 8 days, 22:20:47, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2188, top5_acc: 0.4711, loss_cls: 3.6570, loss: 3.6570, grad_norm: 1.7865 2020-07-24 01:08:40,212 - mmaction - INFO - Epoch [9][3100/3757] lr: 9.976e-02, eta: 8 days, 22:20:06, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2422, top5_acc: 0.4813, loss_cls: 3.6020, loss: 3.6020, grad_norm: 1.8186 2020-07-24 01:08:55,980 - mmaction - INFO - Epoch [9][3120/3757] lr: 9.976e-02, eta: 8 days, 22:19:26, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2367, top5_acc: 0.4633, loss_cls: 3.6893, loss: 3.6893, grad_norm: 1.8265 2020-07-24 01:09:11,706 - mmaction - INFO - Epoch [9][3140/3757] lr: 9.976e-02, eta: 8 days, 22:18:44, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2578, top5_acc: 0.4922, loss_cls: 3.5405, loss: 3.5405, grad_norm: 1.8109 2020-07-24 01:09:27,541 - mmaction - INFO - Epoch [9][3160/3757] lr: 9.976e-02, eta: 8 days, 22:18:06, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2250, top5_acc: 0.4781, loss_cls: 3.6663, loss: 3.6663, grad_norm: 1.8582 2020-07-24 01:09:43,332 - mmaction - INFO - Epoch [9][3180/3757] lr: 9.976e-02, eta: 8 days, 22:17:26, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2234, top5_acc: 0.4555, loss_cls: 3.6636, loss: 3.6636, grad_norm: 1.8607 2020-07-24 01:09:59,108 - mmaction - INFO - Epoch [9][3200/3757] lr: 9.976e-02, eta: 8 days, 22:16:46, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2281, top5_acc: 0.4703, loss_cls: 3.6056, loss: 3.6056, grad_norm: 1.8719 2020-07-24 01:10:14,890 - mmaction - INFO - Epoch [9][3220/3757] lr: 9.976e-02, eta: 8 days, 22:16:06, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2211, top5_acc: 0.4664, loss_cls: 3.6780, loss: 3.6780, grad_norm: 1.8591 2020-07-24 01:10:30,655 - mmaction - INFO - Epoch [9][3240/3757] lr: 9.976e-02, eta: 8 days, 22:15:26, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2328, top5_acc: 0.4766, loss_cls: 3.6036, loss: 3.6036, grad_norm: 1.8472 2020-07-24 01:10:46,401 - mmaction - INFO - Epoch [9][3260/3757] lr: 9.976e-02, eta: 8 days, 22:14:45, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2508, top5_acc: 0.4805, loss_cls: 3.5212, loss: 3.5212, grad_norm: 1.8451 2020-07-24 01:11:02,224 - mmaction - INFO - Epoch [9][3280/3757] lr: 9.976e-02, eta: 8 days, 22:14:06, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4648, loss_cls: 3.6311, loss: 3.6311, grad_norm: 1.8795 2020-07-24 01:11:17,931 - mmaction - INFO - Epoch [9][3300/3757] lr: 9.976e-02, eta: 8 days, 22:13:25, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2297, top5_acc: 0.4703, loss_cls: 3.6691, loss: 3.6691, grad_norm: 1.9007 2020-07-24 01:11:33,700 - mmaction - INFO - Epoch [9][3320/3757] lr: 9.976e-02, eta: 8 days, 22:12:44, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2500, top5_acc: 0.4844, loss_cls: 3.5552, loss: 3.5552, grad_norm: 1.8596 2020-07-24 01:11:49,364 - mmaction - INFO - Epoch [9][3340/3757] lr: 9.976e-02, eta: 8 days, 22:12:02, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.2461, top5_acc: 0.4750, loss_cls: 3.6460, loss: 3.6460, grad_norm: 1.8786 2020-07-24 01:12:05,107 - mmaction - INFO - Epoch [9][3360/3757] lr: 9.976e-02, eta: 8 days, 22:11:21, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4930, loss_cls: 3.5792, loss: 3.5792, grad_norm: 1.8136 2020-07-24 01:12:20,878 - mmaction - INFO - Epoch [9][3380/3757] lr: 9.976e-02, eta: 8 days, 22:10:41, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.1984, top5_acc: 0.4453, loss_cls: 3.7580, loss: 3.7580, grad_norm: 1.9136 2020-07-24 01:12:36,643 - mmaction - INFO - Epoch [9][3400/3757] lr: 9.976e-02, eta: 8 days, 22:10:00, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2430, top5_acc: 0.4656, loss_cls: 3.6397, loss: 3.6397, grad_norm: 1.8420 2020-07-24 01:12:52,370 - mmaction - INFO - Epoch [9][3420/3757] lr: 9.976e-02, eta: 8 days, 22:09:20, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2258, top5_acc: 0.4703, loss_cls: 3.6505, loss: 3.6505, grad_norm: 1.8725 2020-07-24 01:13:08,125 - mmaction - INFO - Epoch [9][3440/3757] lr: 9.976e-02, eta: 8 days, 22:08:39, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4898, loss_cls: 3.5549, loss: 3.5549, grad_norm: 1.8162 2020-07-24 01:13:23,912 - mmaction - INFO - Epoch [9][3460/3757] lr: 9.976e-02, eta: 8 days, 22:08:00, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2383, top5_acc: 0.4758, loss_cls: 3.6454, loss: 3.6454, grad_norm: 1.8636 2020-07-24 01:13:39,671 - mmaction - INFO - Epoch [9][3480/3757] lr: 9.976e-02, eta: 8 days, 22:07:20, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2227, top5_acc: 0.4547, loss_cls: 3.7186, loss: 3.7186, grad_norm: 1.8245 2020-07-24 01:13:55,321 - mmaction - INFO - Epoch [9][3500/3757] lr: 9.976e-02, eta: 8 days, 22:06:37, time: 0.782, data_time: 0.001, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4680, loss_cls: 3.6257, loss: 3.6257, grad_norm: 1.8436 2020-07-24 01:14:11,066 - mmaction - INFO - Epoch [9][3520/3757] lr: 9.976e-02, eta: 8 days, 22:05:56, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2305, top5_acc: 0.4758, loss_cls: 3.6613, loss: 3.6613, grad_norm: 1.8467 2020-07-24 01:14:26,886 - mmaction - INFO - Epoch [9][3540/3757] lr: 9.976e-02, eta: 8 days, 22:05:18, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2172, top5_acc: 0.4719, loss_cls: 3.6541, loss: 3.6541, grad_norm: 1.8643 2020-07-24 01:14:42,731 - mmaction - INFO - Epoch [9][3560/3757] lr: 9.976e-02, eta: 8 days, 22:04:40, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4648, loss_cls: 3.6542, loss: 3.6542, grad_norm: 1.8347 2020-07-24 01:14:58,584 - mmaction - INFO - Epoch [9][3580/3757] lr: 9.976e-02, eta: 8 days, 22:04:03, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4594, loss_cls: 3.6309, loss: 3.6309, grad_norm: 1.8584 2020-07-24 01:15:14,321 - mmaction - INFO - Epoch [9][3600/3757] lr: 9.976e-02, eta: 8 days, 22:03:22, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2250, top5_acc: 0.4883, loss_cls: 3.5942, loss: 3.5942, grad_norm: 1.8565 2020-07-24 01:15:30,065 - mmaction - INFO - Epoch [9][3620/3757] lr: 9.976e-02, eta: 8 days, 22:02:42, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2313, top5_acc: 0.4672, loss_cls: 3.6481, loss: 3.6481, grad_norm: 1.8631 2020-07-24 01:15:45,872 - mmaction - INFO - Epoch [9][3640/3757] lr: 9.976e-02, eta: 8 days, 22:02:02, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2258, top5_acc: 0.4445, loss_cls: 3.7741, loss: 3.7741, grad_norm: 1.8674 2020-07-24 01:16:01,659 - mmaction - INFO - Epoch [9][3660/3757] lr: 9.976e-02, eta: 8 days, 22:01:24, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2227, top5_acc: 0.4578, loss_cls: 3.6746, loss: 3.6746, grad_norm: 1.7982 2020-07-24 01:16:17,428 - mmaction - INFO - Epoch [9][3680/3757] lr: 9.976e-02, eta: 8 days, 22:00:45, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2055, top5_acc: 0.4570, loss_cls: 3.6716, loss: 3.6716, grad_norm: 1.8590 2020-07-24 01:16:33,208 - mmaction - INFO - Epoch [9][3700/3757] lr: 9.976e-02, eta: 8 days, 22:00:05, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2273, top5_acc: 0.4680, loss_cls: 3.6756, loss: 3.6756, grad_norm: 1.8541 2020-07-24 01:16:49,011 - mmaction - INFO - Epoch [9][3720/3757] lr: 9.976e-02, eta: 8 days, 21:59:26, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2437, top5_acc: 0.4766, loss_cls: 3.6307, loss: 3.6307, grad_norm: 1.8180 2020-07-24 01:17:04,763 - mmaction - INFO - Epoch [9][3740/3757] lr: 9.976e-02, eta: 8 days, 21:58:47, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2148, top5_acc: 0.4594, loss_cls: 3.6987, loss: 3.6987, grad_norm: 1.8593 2020-07-24 01:20:49,673 - mmaction - INFO - Epoch [10][20/3757] lr: 9.970e-02, eta: 8 days, 23:16:17, time: 10.068, data_time: 9.159, memory: 6201, top1_acc: 0.2391, top5_acc: 0.4820, loss_cls: 3.6144, loss: 3.6144, grad_norm: 1.8079 2020-07-24 01:21:05,461 - mmaction - INFO - Epoch [10][40/3757] lr: 9.970e-02, eta: 8 days, 23:15:34, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2586, top5_acc: 0.4805, loss_cls: 3.5586, loss: 3.5586, grad_norm: 1.8344 2020-07-24 01:21:21,315 - mmaction - INFO - Epoch [10][60/3757] lr: 9.970e-02, eta: 8 days, 23:14:55, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2594, top5_acc: 0.4984, loss_cls: 3.5525, loss: 3.5525, grad_norm: 1.8191 2020-07-24 01:21:37,192 - mmaction - INFO - Epoch [10][80/3757] lr: 9.970e-02, eta: 8 days, 23:14:16, time: 0.794, data_time: 0.010, memory: 6201, top1_acc: 0.2375, top5_acc: 0.4914, loss_cls: 3.5859, loss: 3.5859, grad_norm: 1.8516 2020-07-24 01:21:52,935 - mmaction - INFO - Epoch [10][100/3757] lr: 9.970e-02, eta: 8 days, 23:13:32, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.2469, top5_acc: 0.4898, loss_cls: 3.5409, loss: 3.5409, grad_norm: 1.8860 2020-07-24 01:22:08,686 - mmaction - INFO - Epoch [10][120/3757] lr: 9.970e-02, eta: 8 days, 23:12:50, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4750, loss_cls: 3.5902, loss: 3.5902, grad_norm: 1.9001 2020-07-24 01:22:24,408 - mmaction - INFO - Epoch [10][140/3757] lr: 9.970e-02, eta: 8 days, 23:12:07, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4797, loss_cls: 3.6321, loss: 3.6321, grad_norm: 1.8425 2020-07-24 01:22:40,203 - mmaction - INFO - Epoch [10][160/3757] lr: 9.970e-02, eta: 8 days, 23:11:25, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2188, top5_acc: 0.4773, loss_cls: 3.6077, loss: 3.6077, grad_norm: 1.8531 2020-07-24 01:22:55,964 - mmaction - INFO - Epoch [10][180/3757] lr: 9.970e-02, eta: 8 days, 23:10:43, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2297, top5_acc: 0.4719, loss_cls: 3.6215, loss: 3.6215, grad_norm: 1.8596 2020-07-24 01:23:11,721 - mmaction - INFO - Epoch [10][200/3757] lr: 9.970e-02, eta: 8 days, 23:10:00, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2484, top5_acc: 0.4938, loss_cls: 3.5722, loss: 3.5722, grad_norm: 1.7939 2020-07-24 01:23:27,485 - mmaction - INFO - Epoch [10][220/3757] lr: 9.970e-02, eta: 8 days, 23:09:18, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2234, top5_acc: 0.4617, loss_cls: 3.7008, loss: 3.7008, grad_norm: 1.8877 2020-07-24 01:23:43,229 - mmaction - INFO - Epoch [10][240/3757] lr: 9.970e-02, eta: 8 days, 23:08:36, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.4828, loss_cls: 3.5421, loss: 3.5421, grad_norm: 1.8477 2020-07-24 01:23:59,013 - mmaction - INFO - Epoch [10][260/3757] lr: 9.970e-02, eta: 8 days, 23:07:54, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2453, top5_acc: 0.4844, loss_cls: 3.5926, loss: 3.5926, grad_norm: 1.8421 2020-07-24 01:24:14,773 - mmaction - INFO - Epoch [10][280/3757] lr: 9.970e-02, eta: 8 days, 23:07:12, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2383, top5_acc: 0.4688, loss_cls: 3.6319, loss: 3.6319, grad_norm: 1.8777 2020-07-24 01:24:30,492 - mmaction - INFO - Epoch [10][300/3757] lr: 9.970e-02, eta: 8 days, 23:06:29, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2148, top5_acc: 0.4625, loss_cls: 3.5967, loss: 3.5967, grad_norm: 1.8878 2020-07-24 01:24:46,362 - mmaction - INFO - Epoch [10][320/3757] lr: 9.970e-02, eta: 8 days, 23:05:49, time: 0.793, data_time: 0.002, memory: 6201, top1_acc: 0.2367, top5_acc: 0.4742, loss_cls: 3.5939, loss: 3.5939, grad_norm: 1.9005 2020-07-24 01:25:02,133 - mmaction - INFO - Epoch [10][340/3757] lr: 9.970e-02, eta: 8 days, 23:05:08, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2266, top5_acc: 0.4633, loss_cls: 3.6138, loss: 3.6138, grad_norm: 1.8678 2020-07-24 01:25:17,914 - mmaction - INFO - Epoch [10][360/3757] lr: 9.970e-02, eta: 8 days, 23:04:26, time: 0.790, data_time: 0.001, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4875, loss_cls: 3.5604, loss: 3.5604, grad_norm: 1.8705 2020-07-24 01:25:33,652 - mmaction - INFO - Epoch [10][380/3757] lr: 9.970e-02, eta: 8 days, 23:03:43, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2508, top5_acc: 0.4750, loss_cls: 3.6599, loss: 3.6599, grad_norm: 1.8764 2020-07-24 01:25:49,424 - mmaction - INFO - Epoch [10][400/3757] lr: 9.970e-02, eta: 8 days, 23:03:01, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2297, top5_acc: 0.4883, loss_cls: 3.5508, loss: 3.5508, grad_norm: 1.8316 2020-07-24 01:26:05,194 - mmaction - INFO - Epoch [10][420/3757] lr: 9.970e-02, eta: 8 days, 23:02:20, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2289, top5_acc: 0.4570, loss_cls: 3.6799, loss: 3.6799, grad_norm: 1.8882 2020-07-24 01:26:20,970 - mmaction - INFO - Epoch [10][440/3757] lr: 9.970e-02, eta: 8 days, 23:01:39, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2344, top5_acc: 0.4789, loss_cls: 3.5702, loss: 3.5702, grad_norm: 1.8360 2020-07-24 01:26:36,783 - mmaction - INFO - Epoch [10][460/3757] lr: 9.970e-02, eta: 8 days, 23:00:58, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2562, top5_acc: 0.4938, loss_cls: 3.4888, loss: 3.4888, grad_norm: 1.8689 2020-07-24 01:26:52,527 - mmaction - INFO - Epoch [10][480/3757] lr: 9.970e-02, eta: 8 days, 23:00:16, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4680, loss_cls: 3.6386, loss: 3.6386, grad_norm: 1.9224 2020-07-24 01:27:08,318 - mmaction - INFO - Epoch [10][500/3757] lr: 9.970e-02, eta: 8 days, 22:59:35, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4727, loss_cls: 3.5712, loss: 3.5712, grad_norm: 1.8873 2020-07-24 01:27:24,088 - mmaction - INFO - Epoch [10][520/3757] lr: 9.970e-02, eta: 8 days, 22:58:53, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2211, top5_acc: 0.4648, loss_cls: 3.6174, loss: 3.6174, grad_norm: 1.8878 2020-07-24 01:27:39,854 - mmaction - INFO - Epoch [10][540/3757] lr: 9.970e-02, eta: 8 days, 22:58:12, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4844, loss_cls: 3.6022, loss: 3.6022, grad_norm: 1.8984 2020-07-24 01:27:55,614 - mmaction - INFO - Epoch [10][560/3757] lr: 9.970e-02, eta: 8 days, 22:57:29, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4797, loss_cls: 3.6266, loss: 3.6266, grad_norm: 1.8381 2020-07-24 01:28:11,351 - mmaction - INFO - Epoch [10][580/3757] lr: 9.970e-02, eta: 8 days, 22:56:48, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4922, loss_cls: 3.5404, loss: 3.5404, grad_norm: 1.8543 2020-07-24 01:28:27,128 - mmaction - INFO - Epoch [10][600/3757] lr: 9.970e-02, eta: 8 days, 22:56:06, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2477, top5_acc: 0.4773, loss_cls: 3.6537, loss: 3.6537, grad_norm: 1.8833 2020-07-24 01:28:42,973 - mmaction - INFO - Epoch [10][620/3757] lr: 9.970e-02, eta: 8 days, 22:55:27, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2359, top5_acc: 0.4781, loss_cls: 3.5451, loss: 3.5451, grad_norm: 1.8774 2020-07-24 01:28:58,751 - mmaction - INFO - Epoch [10][640/3757] lr: 9.970e-02, eta: 8 days, 22:54:46, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2422, top5_acc: 0.5023, loss_cls: 3.5285, loss: 3.5285, grad_norm: 1.8731 2020-07-24 01:29:14,497 - mmaction - INFO - Epoch [10][660/3757] lr: 9.970e-02, eta: 8 days, 22:54:04, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2344, top5_acc: 0.4859, loss_cls: 3.5879, loss: 3.5879, grad_norm: 1.8577 2020-07-24 01:29:30,279 - mmaction - INFO - Epoch [10][680/3757] lr: 9.970e-02, eta: 8 days, 22:53:23, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2578, top5_acc: 0.4750, loss_cls: 3.5708, loss: 3.5708, grad_norm: 1.8740 2020-07-24 01:29:46,050 - mmaction - INFO - Epoch [10][700/3757] lr: 9.970e-02, eta: 8 days, 22:52:42, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4836, loss_cls: 3.5526, loss: 3.5526, grad_norm: 1.8620 2020-07-24 01:30:01,810 - mmaction - INFO - Epoch [10][720/3757] lr: 9.970e-02, eta: 8 days, 22:52:00, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2227, top5_acc: 0.4711, loss_cls: 3.6229, loss: 3.6229, grad_norm: 1.9060 2020-07-24 01:30:17,574 - mmaction - INFO - Epoch [10][740/3757] lr: 9.970e-02, eta: 8 days, 22:51:19, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2156, top5_acc: 0.4844, loss_cls: 3.6459, loss: 3.6459, grad_norm: 1.8792 2020-07-24 01:30:33,338 - mmaction - INFO - Epoch [10][760/3757] lr: 9.970e-02, eta: 8 days, 22:50:37, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4945, loss_cls: 3.5351, loss: 3.5351, grad_norm: 1.8499 2020-07-24 01:30:49,144 - mmaction - INFO - Epoch [10][780/3757] lr: 9.970e-02, eta: 8 days, 22:49:57, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2211, top5_acc: 0.4594, loss_cls: 3.6859, loss: 3.6859, grad_norm: 1.8969 2020-07-24 01:31:04,914 - mmaction - INFO - Epoch [10][800/3757] lr: 9.970e-02, eta: 8 days, 22:49:16, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4961, loss_cls: 3.5432, loss: 3.5432, grad_norm: 1.8150 2020-07-24 01:31:20,770 - mmaction - INFO - Epoch [10][820/3757] lr: 9.970e-02, eta: 8 days, 22:48:37, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2367, top5_acc: 0.4711, loss_cls: 3.6579, loss: 3.6579, grad_norm: 1.8970 2020-07-24 01:31:36,407 - mmaction - INFO - Epoch [10][840/3757] lr: 9.970e-02, eta: 8 days, 22:47:53, time: 0.782, data_time: 0.001, memory: 6201, top1_acc: 0.2328, top5_acc: 0.4680, loss_cls: 3.6342, loss: 3.6342, grad_norm: 1.8553 2020-07-24 01:31:52,150 - mmaction - INFO - Epoch [10][860/3757] lr: 9.970e-02, eta: 8 days, 22:47:11, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2344, top5_acc: 0.4602, loss_cls: 3.6557, loss: 3.6557, grad_norm: 1.8499 2020-07-24 01:32:07,884 - mmaction - INFO - Epoch [10][880/3757] lr: 9.970e-02, eta: 8 days, 22:46:29, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2492, top5_acc: 0.5070, loss_cls: 3.4328, loss: 3.4328, grad_norm: 1.8137 2020-07-24 01:32:23,638 - mmaction - INFO - Epoch [10][900/3757] lr: 9.970e-02, eta: 8 days, 22:45:47, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2266, top5_acc: 0.4813, loss_cls: 3.6052, loss: 3.6052, grad_norm: 1.8921 2020-07-24 01:32:39,426 - mmaction - INFO - Epoch [10][920/3757] lr: 9.970e-02, eta: 8 days, 22:45:07, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2422, top5_acc: 0.4969, loss_cls: 3.5823, loss: 3.5823, grad_norm: 1.8495 2020-07-24 01:32:55,143 - mmaction - INFO - Epoch [10][940/3757] lr: 9.970e-02, eta: 8 days, 22:44:25, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2391, top5_acc: 0.4719, loss_cls: 3.6060, loss: 3.6060, grad_norm: 1.8558 2020-07-24 01:33:10,873 - mmaction - INFO - Epoch [10][960/3757] lr: 9.970e-02, eta: 8 days, 22:43:43, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2125, top5_acc: 0.4578, loss_cls: 3.6943, loss: 3.6943, grad_norm: 1.8435 2020-07-24 01:33:26,640 - mmaction - INFO - Epoch [10][980/3757] lr: 9.970e-02, eta: 8 days, 22:43:02, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2313, top5_acc: 0.4578, loss_cls: 3.6782, loss: 3.6782, grad_norm: 1.8185 2020-07-24 01:33:42,438 - mmaction - INFO - Epoch [10][1000/3757] lr: 9.970e-02, eta: 8 days, 22:42:22, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2531, top5_acc: 0.4781, loss_cls: 3.5823, loss: 3.5823, grad_norm: 1.8804 2020-07-24 01:33:58,229 - mmaction - INFO - Epoch [10][1020/3757] lr: 9.970e-02, eta: 8 days, 22:41:41, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4656, loss_cls: 3.6166, loss: 3.6166, grad_norm: 1.8458 2020-07-24 01:34:13,968 - mmaction - INFO - Epoch [10][1040/3757] lr: 9.970e-02, eta: 8 days, 22:41:00, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2281, top5_acc: 0.4664, loss_cls: 3.6527, loss: 3.6527, grad_norm: 1.8328 2020-07-24 01:34:29,804 - mmaction - INFO - Epoch [10][1060/3757] lr: 9.970e-02, eta: 8 days, 22:40:20, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4570, loss_cls: 3.6379, loss: 3.6379, grad_norm: 1.8797 2020-07-24 01:34:45,564 - mmaction - INFO - Epoch [10][1080/3757] lr: 9.970e-02, eta: 8 days, 22:39:40, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2211, top5_acc: 0.4781, loss_cls: 3.6074, loss: 3.6074, grad_norm: 1.8576 2020-07-24 01:35:01,304 - mmaction - INFO - Epoch [10][1100/3757] lr: 9.970e-02, eta: 8 days, 22:38:58, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2242, top5_acc: 0.4711, loss_cls: 3.6690, loss: 3.6690, grad_norm: 1.8557 2020-07-24 01:35:17,080 - mmaction - INFO - Epoch [10][1120/3757] lr: 9.970e-02, eta: 8 days, 22:38:18, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4805, loss_cls: 3.5661, loss: 3.5661, grad_norm: 1.8787 2020-07-24 01:35:32,877 - mmaction - INFO - Epoch [10][1140/3757] lr: 9.970e-02, eta: 8 days, 22:37:38, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4750, loss_cls: 3.5706, loss: 3.5706, grad_norm: 1.8747 2020-07-24 01:35:48,633 - mmaction - INFO - Epoch [10][1160/3757] lr: 9.970e-02, eta: 8 days, 22:36:57, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2422, top5_acc: 0.5008, loss_cls: 3.5394, loss: 3.5394, grad_norm: 1.8777 2020-07-24 01:36:04,412 - mmaction - INFO - Epoch [10][1180/3757] lr: 9.970e-02, eta: 8 days, 22:36:16, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2469, top5_acc: 0.4875, loss_cls: 3.6096, loss: 3.6096, grad_norm: 1.9034 2020-07-24 01:36:20,149 - mmaction - INFO - Epoch [10][1200/3757] lr: 9.970e-02, eta: 8 days, 22:35:35, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4883, loss_cls: 3.5516, loss: 3.5516, grad_norm: 1.8844 2020-07-24 01:36:35,877 - mmaction - INFO - Epoch [10][1220/3757] lr: 9.970e-02, eta: 8 days, 22:34:54, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2258, top5_acc: 0.4641, loss_cls: 3.6949, loss: 3.6949, grad_norm: 1.9028 2020-07-24 01:36:51,600 - mmaction - INFO - Epoch [10][1240/3757] lr: 9.970e-02, eta: 8 days, 22:34:12, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4852, loss_cls: 3.6242, loss: 3.6242, grad_norm: 1.8999 2020-07-24 01:37:07,346 - mmaction - INFO - Epoch [10][1260/3757] lr: 9.970e-02, eta: 8 days, 22:33:31, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2313, top5_acc: 0.4867, loss_cls: 3.6000, loss: 3.6000, grad_norm: 1.8740 2020-07-24 01:37:23,111 - mmaction - INFO - Epoch [10][1280/3757] lr: 9.970e-02, eta: 8 days, 22:32:50, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2109, top5_acc: 0.4727, loss_cls: 3.7323, loss: 3.7323, grad_norm: 1.9169 2020-07-24 01:37:38,906 - mmaction - INFO - Epoch [10][1300/3757] lr: 9.970e-02, eta: 8 days, 22:32:10, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2383, top5_acc: 0.4820, loss_cls: 3.5789, loss: 3.5789, grad_norm: 1.8868 2020-07-24 01:37:54,628 - mmaction - INFO - Epoch [10][1320/3757] lr: 9.970e-02, eta: 8 days, 22:31:29, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2250, top5_acc: 0.4633, loss_cls: 3.6793, loss: 3.6793, grad_norm: 1.8798 2020-07-24 01:38:10,435 - mmaction - INFO - Epoch [10][1340/3757] lr: 9.970e-02, eta: 8 days, 22:30:49, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4625, loss_cls: 3.6611, loss: 3.6611, grad_norm: 1.8885 2020-07-24 01:38:26,122 - mmaction - INFO - Epoch [10][1360/3757] lr: 9.970e-02, eta: 8 days, 22:30:07, time: 0.786, data_time: 0.004, memory: 6201, top1_acc: 0.2352, top5_acc: 0.4922, loss_cls: 3.5811, loss: 3.5811, grad_norm: 1.8442 2020-07-24 01:38:41,875 - mmaction - INFO - Epoch [10][1380/3757] lr: 9.970e-02, eta: 8 days, 22:29:26, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2188, top5_acc: 0.4711, loss_cls: 3.6597, loss: 3.6597, grad_norm: 1.9010 2020-07-24 01:38:57,665 - mmaction - INFO - Epoch [10][1400/3757] lr: 9.970e-02, eta: 8 days, 22:28:46, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2383, top5_acc: 0.4813, loss_cls: 3.5674, loss: 3.5674, grad_norm: 1.9277 2020-07-24 01:39:13,461 - mmaction - INFO - Epoch [10][1420/3757] lr: 9.970e-02, eta: 8 days, 22:28:07, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2344, top5_acc: 0.4930, loss_cls: 3.6213, loss: 3.6213, grad_norm: 1.8459 2020-07-24 01:39:29,228 - mmaction - INFO - Epoch [10][1440/3757] lr: 9.970e-02, eta: 8 days, 22:27:26, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2266, top5_acc: 0.4836, loss_cls: 3.6102, loss: 3.6102, grad_norm: 1.8570 2020-07-24 01:39:45,001 - mmaction - INFO - Epoch [10][1460/3757] lr: 9.970e-02, eta: 8 days, 22:26:46, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2250, top5_acc: 0.4695, loss_cls: 3.7313, loss: 3.7313, grad_norm: 1.8808 2020-07-24 01:40:00,815 - mmaction - INFO - Epoch [10][1480/3757] lr: 9.970e-02, eta: 8 days, 22:26:07, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2344, top5_acc: 0.4750, loss_cls: 3.6218, loss: 3.6218, grad_norm: 1.8184 2020-07-24 01:40:16,584 - mmaction - INFO - Epoch [10][1500/3757] lr: 9.970e-02, eta: 8 days, 22:25:27, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2195, top5_acc: 0.4680, loss_cls: 3.6814, loss: 3.6814, grad_norm: 1.8601 2020-07-24 01:40:32,361 - mmaction - INFO - Epoch [10][1520/3757] lr: 9.970e-02, eta: 8 days, 22:24:47, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4836, loss_cls: 3.5913, loss: 3.5913, grad_norm: 1.8486 2020-07-24 01:40:48,128 - mmaction - INFO - Epoch [10][1540/3757] lr: 9.970e-02, eta: 8 days, 22:24:07, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2305, top5_acc: 0.4914, loss_cls: 3.5599, loss: 3.5599, grad_norm: 1.8452 2020-07-24 01:41:03,976 - mmaction - INFO - Epoch [10][1560/3757] lr: 9.970e-02, eta: 8 days, 22:23:29, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2305, top5_acc: 0.4867, loss_cls: 3.5581, loss: 3.5581, grad_norm: 1.8770 2020-07-24 01:41:19,777 - mmaction - INFO - Epoch [10][1580/3757] lr: 9.970e-02, eta: 8 days, 22:22:50, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2492, top5_acc: 0.4828, loss_cls: 3.5637, loss: 3.5637, grad_norm: 1.8422 2020-07-24 01:41:35,588 - mmaction - INFO - Epoch [10][1600/3757] lr: 9.970e-02, eta: 8 days, 22:22:11, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2461, top5_acc: 0.4914, loss_cls: 3.6031, loss: 3.6031, grad_norm: 1.8748 2020-07-24 01:41:51,441 - mmaction - INFO - Epoch [10][1620/3757] lr: 9.970e-02, eta: 8 days, 22:21:32, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2227, top5_acc: 0.4570, loss_cls: 3.6868, loss: 3.6868, grad_norm: 1.8500 2020-07-24 01:42:07,221 - mmaction - INFO - Epoch [10][1640/3757] lr: 9.970e-02, eta: 8 days, 22:20:53, time: 0.791, data_time: 0.005, memory: 6201, top1_acc: 0.2344, top5_acc: 0.4789, loss_cls: 3.6025, loss: 3.6025, grad_norm: 1.8489 2020-07-24 01:42:22,969 - mmaction - INFO - Epoch [10][1660/3757] lr: 9.970e-02, eta: 8 days, 22:20:13, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2313, top5_acc: 0.4797, loss_cls: 3.6284, loss: 3.6284, grad_norm: 1.8852 2020-07-24 01:42:38,723 - mmaction - INFO - Epoch [10][1680/3757] lr: 9.970e-02, eta: 8 days, 22:19:33, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.1984, top5_acc: 0.4539, loss_cls: 3.7230, loss: 3.7230, grad_norm: 1.9076 2020-07-24 01:42:54,488 - mmaction - INFO - Epoch [10][1700/3757] lr: 9.970e-02, eta: 8 days, 22:18:53, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2352, top5_acc: 0.4750, loss_cls: 3.6032, loss: 3.6032, grad_norm: 1.8224 2020-07-24 01:43:10,284 - mmaction - INFO - Epoch [10][1720/3757] lr: 9.970e-02, eta: 8 days, 22:18:13, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4805, loss_cls: 3.5775, loss: 3.5775, grad_norm: 1.8662 2020-07-24 01:43:26,031 - mmaction - INFO - Epoch [10][1740/3757] lr: 9.970e-02, eta: 8 days, 22:17:33, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4602, loss_cls: 3.6327, loss: 3.6327, grad_norm: 1.8948 2020-07-24 01:43:41,837 - mmaction - INFO - Epoch [10][1760/3757] lr: 9.970e-02, eta: 8 days, 22:16:54, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.4695, loss_cls: 3.5998, loss: 3.5998, grad_norm: 1.8745 2020-07-24 01:43:57,635 - mmaction - INFO - Epoch [10][1780/3757] lr: 9.970e-02, eta: 8 days, 22:16:15, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2453, top5_acc: 0.4961, loss_cls: 3.5510, loss: 3.5510, grad_norm: 1.8319 2020-07-24 01:44:13,432 - mmaction - INFO - Epoch [10][1800/3757] lr: 9.970e-02, eta: 8 days, 22:15:36, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2609, top5_acc: 0.5078, loss_cls: 3.4609, loss: 3.4609, grad_norm: 1.8561 2020-07-24 01:44:29,163 - mmaction - INFO - Epoch [10][1820/3757] lr: 9.970e-02, eta: 8 days, 22:14:56, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2266, top5_acc: 0.4562, loss_cls: 3.6931, loss: 3.6931, grad_norm: 1.9603 2020-07-24 01:44:44,878 - mmaction - INFO - Epoch [10][1840/3757] lr: 9.970e-02, eta: 8 days, 22:14:15, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2469, top5_acc: 0.4633, loss_cls: 3.5790, loss: 3.5790, grad_norm: 1.8641 2020-07-24 01:45:00,676 - mmaction - INFO - Epoch [10][1860/3757] lr: 9.970e-02, eta: 8 days, 22:13:35, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2242, top5_acc: 0.4922, loss_cls: 3.5818, loss: 3.5818, grad_norm: 1.8876 2020-07-24 01:45:16,421 - mmaction - INFO - Epoch [10][1880/3757] lr: 9.970e-02, eta: 8 days, 22:12:55, time: 0.789, data_time: 0.005, memory: 6201, top1_acc: 0.2258, top5_acc: 0.4734, loss_cls: 3.6414, loss: 3.6414, grad_norm: 1.8662 2020-07-24 01:45:32,225 - mmaction - INFO - Epoch [10][1900/3757] lr: 9.970e-02, eta: 8 days, 22:12:16, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4742, loss_cls: 3.6345, loss: 3.6345, grad_norm: 1.8547 2020-07-24 01:45:47,967 - mmaction - INFO - Epoch [10][1920/3757] lr: 9.970e-02, eta: 8 days, 22:11:36, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2180, top5_acc: 0.4492, loss_cls: 3.7037, loss: 3.7037, grad_norm: 1.8355 2020-07-24 01:46:03,814 - mmaction - INFO - Epoch [10][1940/3757] lr: 9.970e-02, eta: 8 days, 22:10:59, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2477, top5_acc: 0.4813, loss_cls: 3.5309, loss: 3.5309, grad_norm: 1.8632 2020-07-24 01:46:19,575 - mmaction - INFO - Epoch [10][1960/3757] lr: 9.970e-02, eta: 8 days, 22:10:19, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2359, top5_acc: 0.4688, loss_cls: 3.7133, loss: 3.7133, grad_norm: 1.8879 2020-07-24 01:46:35,342 - mmaction - INFO - Epoch [10][1980/3757] lr: 9.970e-02, eta: 8 days, 22:09:39, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2172, top5_acc: 0.4500, loss_cls: 3.7365, loss: 3.7365, grad_norm: 1.8458 2020-07-24 01:46:51,083 - mmaction - INFO - Epoch [10][2000/3757] lr: 9.970e-02, eta: 8 days, 22:08:59, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4727, loss_cls: 3.6017, loss: 3.6017, grad_norm: 1.8431 2020-07-24 01:47:06,746 - mmaction - INFO - Epoch [10][2020/3757] lr: 9.970e-02, eta: 8 days, 22:08:17, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4813, loss_cls: 3.4978, loss: 3.4978, grad_norm: 1.9016 2020-07-24 01:47:22,507 - mmaction - INFO - Epoch [10][2040/3757] lr: 9.970e-02, eta: 8 days, 22:07:37, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2359, top5_acc: 0.4578, loss_cls: 3.6199, loss: 3.6199, grad_norm: 1.8687 2020-07-24 01:47:38,242 - mmaction - INFO - Epoch [10][2060/3757] lr: 9.970e-02, eta: 8 days, 22:06:57, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2367, top5_acc: 0.4844, loss_cls: 3.5876, loss: 3.5876, grad_norm: 1.8569 2020-07-24 01:47:54,021 - mmaction - INFO - Epoch [10][2080/3757] lr: 9.970e-02, eta: 8 days, 22:06:18, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2570, top5_acc: 0.4867, loss_cls: 3.5648, loss: 3.5648, grad_norm: 1.8857 2020-07-24 01:48:09,819 - mmaction - INFO - Epoch [10][2100/3757] lr: 9.970e-02, eta: 8 days, 22:05:39, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2430, top5_acc: 0.4844, loss_cls: 3.6124, loss: 3.6124, grad_norm: 1.8436 2020-07-24 01:48:25,586 - mmaction - INFO - Epoch [10][2120/3757] lr: 9.970e-02, eta: 8 days, 22:05:00, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4797, loss_cls: 3.6303, loss: 3.6303, grad_norm: 1.8537 2020-07-24 01:48:41,400 - mmaction - INFO - Epoch [10][2140/3757] lr: 9.970e-02, eta: 8 days, 22:04:22, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4727, loss_cls: 3.6406, loss: 3.6406, grad_norm: 1.8678 2020-07-24 01:48:57,275 - mmaction - INFO - Epoch [10][2160/3757] lr: 9.970e-02, eta: 8 days, 22:03:45, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2422, top5_acc: 0.4797, loss_cls: 3.5638, loss: 3.5638, grad_norm: 1.8603 2020-07-24 01:49:13,006 - mmaction - INFO - Epoch [10][2180/3757] lr: 9.970e-02, eta: 8 days, 22:03:05, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2539, top5_acc: 0.4867, loss_cls: 3.5711, loss: 3.5711, grad_norm: 1.8946 2020-07-24 01:49:28,793 - mmaction - INFO - Epoch [10][2200/3757] lr: 9.970e-02, eta: 8 days, 22:02:25, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2367, top5_acc: 0.4938, loss_cls: 3.5514, loss: 3.5514, grad_norm: 1.8668 2020-07-24 01:49:44,553 - mmaction - INFO - Epoch [10][2220/3757] lr: 9.970e-02, eta: 8 days, 22:01:47, time: 0.790, data_time: 0.005, memory: 6201, top1_acc: 0.2359, top5_acc: 0.4820, loss_cls: 3.6034, loss: 3.6034, grad_norm: 1.8770 2020-07-24 01:50:00,340 - mmaction - INFO - Epoch [10][2240/3757] lr: 9.970e-02, eta: 8 days, 22:01:08, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2437, top5_acc: 0.4773, loss_cls: 3.5879, loss: 3.5879, grad_norm: 1.8372 2020-07-24 01:50:16,102 - mmaction - INFO - Epoch [10][2260/3757] lr: 9.970e-02, eta: 8 days, 22:00:29, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4781, loss_cls: 3.5503, loss: 3.5503, grad_norm: 1.8721 2020-07-24 01:50:31,809 - mmaction - INFO - Epoch [10][2280/3757] lr: 9.970e-02, eta: 8 days, 21:59:48, time: 0.786, data_time: 0.004, memory: 6201, top1_acc: 0.2313, top5_acc: 0.4859, loss_cls: 3.6115, loss: 3.6115, grad_norm: 1.9579 2020-07-24 01:50:47,560 - mmaction - INFO - Epoch [10][2300/3757] lr: 9.970e-02, eta: 8 days, 21:59:09, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2305, top5_acc: 0.4789, loss_cls: 3.5693, loss: 3.5693, grad_norm: 1.9363 2020-07-24 01:51:03,338 - mmaction - INFO - Epoch [10][2320/3757] lr: 9.970e-02, eta: 8 days, 21:58:30, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4766, loss_cls: 3.6198, loss: 3.6198, grad_norm: 1.8641 2020-07-24 01:51:19,107 - mmaction - INFO - Epoch [10][2340/3757] lr: 9.970e-02, eta: 8 days, 21:57:50, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4969, loss_cls: 3.5178, loss: 3.5178, grad_norm: 1.8444 2020-07-24 01:51:34,783 - mmaction - INFO - Epoch [10][2360/3757] lr: 9.970e-02, eta: 8 days, 21:57:09, time: 0.785, data_time: 0.002, memory: 6201, top1_acc: 0.2383, top5_acc: 0.4734, loss_cls: 3.6413, loss: 3.6413, grad_norm: 1.9128 2020-07-24 01:51:50,543 - mmaction - INFO - Epoch [10][2380/3757] lr: 9.970e-02, eta: 8 days, 21:56:30, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4383, loss_cls: 3.6827, loss: 3.6827, grad_norm: 1.8277 2020-07-24 01:52:06,268 - mmaction - INFO - Epoch [10][2400/3757] lr: 9.970e-02, eta: 8 days, 21:55:50, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2227, top5_acc: 0.4656, loss_cls: 3.7205, loss: 3.7205, grad_norm: 1.8358 2020-07-24 01:52:22,043 - mmaction - INFO - Epoch [10][2420/3757] lr: 9.970e-02, eta: 8 days, 21:55:11, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2437, top5_acc: 0.4805, loss_cls: 3.5907, loss: 3.5907, grad_norm: 1.8609 2020-07-24 01:52:37,798 - mmaction - INFO - Epoch [10][2440/3757] lr: 9.970e-02, eta: 8 days, 21:54:32, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2227, top5_acc: 0.4578, loss_cls: 3.6768, loss: 3.6768, grad_norm: 1.8501 2020-07-24 01:52:53,613 - mmaction - INFO - Epoch [10][2460/3757] lr: 9.970e-02, eta: 8 days, 21:53:54, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2430, top5_acc: 0.4820, loss_cls: 3.5371, loss: 3.5371, grad_norm: 1.8395 2020-07-24 01:53:09,381 - mmaction - INFO - Epoch [10][2480/3757] lr: 9.970e-02, eta: 8 days, 21:53:16, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2516, top5_acc: 0.4992, loss_cls: 3.5597, loss: 3.5597, grad_norm: 1.9022 2020-07-24 01:53:25,283 - mmaction - INFO - Epoch [10][2500/3757] lr: 9.970e-02, eta: 8 days, 21:52:40, time: 0.795, data_time: 0.003, memory: 6201, top1_acc: 0.2359, top5_acc: 0.4781, loss_cls: 3.6340, loss: 3.6340, grad_norm: 1.8912 2020-07-24 01:53:40,988 - mmaction - INFO - Epoch [10][2520/3757] lr: 9.970e-02, eta: 8 days, 21:52:00, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4742, loss_cls: 3.6038, loss: 3.6038, grad_norm: 1.8881 2020-07-24 01:53:56,756 - mmaction - INFO - Epoch [10][2540/3757] lr: 9.970e-02, eta: 8 days, 21:51:21, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2086, top5_acc: 0.4695, loss_cls: 3.6432, loss: 3.6432, grad_norm: 1.8862 2020-07-24 01:54:12,528 - mmaction - INFO - Epoch [10][2560/3757] lr: 9.970e-02, eta: 8 days, 21:50:42, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2547, top5_acc: 0.4922, loss_cls: 3.5331, loss: 3.5331, grad_norm: 1.8641 2020-07-24 01:54:28,336 - mmaction - INFO - Epoch [10][2580/3757] lr: 9.970e-02, eta: 8 days, 21:50:04, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2508, top5_acc: 0.4945, loss_cls: 3.5406, loss: 3.5406, grad_norm: 1.9044 2020-07-24 01:54:44,176 - mmaction - INFO - Epoch [10][2600/3757] lr: 9.970e-02, eta: 8 days, 21:49:27, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2305, top5_acc: 0.4867, loss_cls: 3.6105, loss: 3.6105, grad_norm: 1.9323 2020-07-24 01:54:59,980 - mmaction - INFO - Epoch [10][2620/3757] lr: 9.970e-02, eta: 8 days, 21:48:49, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2352, top5_acc: 0.4977, loss_cls: 3.6133, loss: 3.6133, grad_norm: 1.8431 2020-07-24 01:55:15,763 - mmaction - INFO - Epoch [10][2640/3757] lr: 9.970e-02, eta: 8 days, 21:48:11, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2422, top5_acc: 0.4820, loss_cls: 3.5415, loss: 3.5415, grad_norm: 1.8959 2020-07-24 01:55:31,578 - mmaction - INFO - Epoch [10][2660/3757] lr: 9.970e-02, eta: 8 days, 21:47:34, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2266, top5_acc: 0.4727, loss_cls: 3.6040, loss: 3.6040, grad_norm: 1.8706 2020-07-24 01:55:47,354 - mmaction - INFO - Epoch [10][2680/3757] lr: 9.970e-02, eta: 8 days, 21:46:55, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2305, top5_acc: 0.4742, loss_cls: 3.6086, loss: 3.6086, grad_norm: 1.8904 2020-07-24 01:56:03,104 - mmaction - INFO - Epoch [10][2700/3757] lr: 9.970e-02, eta: 8 days, 21:46:16, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2328, top5_acc: 0.4805, loss_cls: 3.5475, loss: 3.5475, grad_norm: 1.8268 2020-07-24 01:56:18,825 - mmaction - INFO - Epoch [10][2720/3757] lr: 9.970e-02, eta: 8 days, 21:45:36, time: 0.785, data_time: 0.003, memory: 6201, top1_acc: 0.2383, top5_acc: 0.4719, loss_cls: 3.5892, loss: 3.5892, grad_norm: 1.8518 2020-07-24 01:56:34,586 - mmaction - INFO - Epoch [10][2740/3757] lr: 9.970e-02, eta: 8 days, 21:44:58, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2305, top5_acc: 0.4586, loss_cls: 3.7044, loss: 3.7044, grad_norm: 1.8679 2020-07-24 01:56:50,378 - mmaction - INFO - Epoch [10][2760/3757] lr: 9.970e-02, eta: 8 days, 21:44:20, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2344, top5_acc: 0.4656, loss_cls: 3.7169, loss: 3.7169, grad_norm: 1.8281 2020-07-24 01:57:06,181 - mmaction - INFO - Epoch [10][2780/3757] lr: 9.970e-02, eta: 8 days, 21:43:42, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2477, top5_acc: 0.5000, loss_cls: 3.5124, loss: 3.5124, grad_norm: 1.8799 2020-07-24 01:57:22,001 - mmaction - INFO - Epoch [10][2800/3757] lr: 9.970e-02, eta: 8 days, 21:43:05, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4992, loss_cls: 3.5383, loss: 3.5383, grad_norm: 1.9336 2020-07-24 01:57:37,743 - mmaction - INFO - Epoch [10][2820/3757] lr: 9.970e-02, eta: 8 days, 21:42:26, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2203, top5_acc: 0.4773, loss_cls: 3.6963, loss: 3.6963, grad_norm: 1.9123 2020-07-24 01:57:53,516 - mmaction - INFO - Epoch [10][2840/3757] lr: 9.970e-02, eta: 8 days, 21:41:47, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4773, loss_cls: 3.5986, loss: 3.5986, grad_norm: 1.8619 2020-07-24 01:58:09,255 - mmaction - INFO - Epoch [10][2860/3757] lr: 9.970e-02, eta: 8 days, 21:41:09, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2461, top5_acc: 0.4742, loss_cls: 3.6222, loss: 3.6222, grad_norm: 1.8543 2020-07-24 01:58:25,017 - mmaction - INFO - Epoch [10][2880/3757] lr: 9.970e-02, eta: 8 days, 21:40:30, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2305, top5_acc: 0.4820, loss_cls: 3.6054, loss: 3.6054, grad_norm: 1.9023 2020-07-24 01:58:40,821 - mmaction - INFO - Epoch [10][2900/3757] lr: 9.970e-02, eta: 8 days, 21:39:53, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2375, top5_acc: 0.4766, loss_cls: 3.6113, loss: 3.6113, grad_norm: 1.8555 2020-07-24 01:58:56,642 - mmaction - INFO - Epoch [10][2920/3757] lr: 9.970e-02, eta: 8 days, 21:39:15, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2508, top5_acc: 0.4742, loss_cls: 3.5969, loss: 3.5969, grad_norm: 1.8291 2020-07-24 01:59:12,428 - mmaction - INFO - Epoch [10][2940/3757] lr: 9.970e-02, eta: 8 days, 21:38:38, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2250, top5_acc: 0.4562, loss_cls: 3.6784, loss: 3.6784, grad_norm: 1.8693 2020-07-24 01:59:28,164 - mmaction - INFO - Epoch [10][2960/3757] lr: 9.970e-02, eta: 8 days, 21:37:59, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2508, top5_acc: 0.4805, loss_cls: 3.5995, loss: 3.5995, grad_norm: 1.8734 2020-07-24 01:59:43,949 - mmaction - INFO - Epoch [10][2980/3757] lr: 9.970e-02, eta: 8 days, 21:37:21, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2352, top5_acc: 0.4805, loss_cls: 3.5892, loss: 3.5892, grad_norm: 1.9200 2020-07-24 01:59:59,686 - mmaction - INFO - Epoch [10][3000/3757] lr: 9.970e-02, eta: 8 days, 21:36:42, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2391, top5_acc: 0.4586, loss_cls: 3.6918, loss: 3.6918, grad_norm: 1.8802 2020-07-24 02:00:21,067 - mmaction - INFO - Epoch [10][3020/3757] lr: 9.970e-02, eta: 8 days, 21:38:23, time: 1.066, data_time: 0.005, memory: 6201, top1_acc: 0.2258, top5_acc: 0.4695, loss_cls: 3.7209, loss: 3.7209, grad_norm: 1.8259 2020-07-24 02:00:36,868 - mmaction - INFO - Epoch [10][3040/3757] lr: 9.970e-02, eta: 8 days, 21:37:47, time: 0.792, data_time: 0.007, memory: 6201, top1_acc: 0.2547, top5_acc: 0.4719, loss_cls: 3.5626, loss: 3.5626, grad_norm: 1.7986 2020-07-24 02:00:52,660 - mmaction - INFO - Epoch [10][3060/3757] lr: 9.970e-02, eta: 8 days, 21:37:09, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5016, loss_cls: 3.5467, loss: 3.5467, grad_norm: 1.8516 2020-07-24 02:01:08,455 - mmaction - INFO - Epoch [10][3080/3757] lr: 9.970e-02, eta: 8 days, 21:36:32, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4734, loss_cls: 3.6348, loss: 3.6348, grad_norm: 1.8448 2020-07-24 02:01:24,233 - mmaction - INFO - Epoch [10][3100/3757] lr: 9.970e-02, eta: 8 days, 21:35:54, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.4930, loss_cls: 3.5682, loss: 3.5682, grad_norm: 1.8495 2020-07-24 02:01:40,087 - mmaction - INFO - Epoch [10][3120/3757] lr: 9.970e-02, eta: 8 days, 21:35:18, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.5047, loss_cls: 3.4832, loss: 3.4832, grad_norm: 1.8901 2020-07-24 02:01:55,903 - mmaction - INFO - Epoch [10][3140/3757] lr: 9.970e-02, eta: 8 days, 21:34:41, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2242, top5_acc: 0.4828, loss_cls: 3.6467, loss: 3.6467, grad_norm: 1.9023 2020-07-24 02:02:11,703 - mmaction - INFO - Epoch [10][3160/3757] lr: 9.970e-02, eta: 8 days, 21:34:03, time: 0.790, data_time: 0.001, memory: 6201, top1_acc: 0.2523, top5_acc: 0.4930, loss_cls: 3.6353, loss: 3.6353, grad_norm: 1.8564 2020-07-24 02:02:27,445 - mmaction - INFO - Epoch [10][3180/3757] lr: 9.970e-02, eta: 8 days, 21:33:25, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2562, top5_acc: 0.4977, loss_cls: 3.5598, loss: 3.5598, grad_norm: 1.8699 2020-07-24 02:02:43,276 - mmaction - INFO - Epoch [10][3200/3757] lr: 9.970e-02, eta: 8 days, 21:32:48, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2273, top5_acc: 0.5094, loss_cls: 3.5658, loss: 3.5658, grad_norm: 1.9093 2020-07-24 02:02:59,096 - mmaction - INFO - Epoch [10][3220/3757] lr: 9.970e-02, eta: 8 days, 21:32:12, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2250, top5_acc: 0.4766, loss_cls: 3.6246, loss: 3.6246, grad_norm: 1.8794 2020-07-24 02:03:14,892 - mmaction - INFO - Epoch [10][3240/3757] lr: 9.970e-02, eta: 8 days, 21:31:34, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2508, top5_acc: 0.5047, loss_cls: 3.5473, loss: 3.5473, grad_norm: 1.8629 2020-07-24 02:03:30,699 - mmaction - INFO - Epoch [10][3260/3757] lr: 9.970e-02, eta: 8 days, 21:30:57, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2430, top5_acc: 0.4758, loss_cls: 3.6715, loss: 3.6715, grad_norm: 1.8924 2020-07-24 02:03:46,485 - mmaction - INFO - Epoch [10][3280/3757] lr: 9.970e-02, eta: 8 days, 21:30:19, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4734, loss_cls: 3.5896, loss: 3.5896, grad_norm: 1.8627 2020-07-24 02:04:02,238 - mmaction - INFO - Epoch [10][3300/3757] lr: 9.970e-02, eta: 8 days, 21:29:41, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.4953, loss_cls: 3.4576, loss: 3.4576, grad_norm: 1.8791 2020-07-24 02:04:18,000 - mmaction - INFO - Epoch [10][3320/3757] lr: 9.970e-02, eta: 8 days, 21:29:03, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2352, top5_acc: 0.4656, loss_cls: 3.6224, loss: 3.6224, grad_norm: 1.9098 2020-07-24 02:04:33,820 - mmaction - INFO - Epoch [10][3340/3757] lr: 9.970e-02, eta: 8 days, 21:28:27, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2352, top5_acc: 0.4500, loss_cls: 3.7064, loss: 3.7064, grad_norm: 1.8935 2020-07-24 02:04:49,572 - mmaction - INFO - Epoch [10][3360/3757] lr: 9.970e-02, eta: 8 days, 21:27:48, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2234, top5_acc: 0.4758, loss_cls: 3.6136, loss: 3.6136, grad_norm: 1.8684 2020-07-24 02:05:05,439 - mmaction - INFO - Epoch [10][3380/3757] lr: 9.970e-02, eta: 8 days, 21:27:13, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.2234, top5_acc: 0.4734, loss_cls: 3.6222, loss: 3.6222, grad_norm: 1.9276 2020-07-24 02:05:21,147 - mmaction - INFO - Epoch [10][3400/3757] lr: 9.970e-02, eta: 8 days, 21:26:34, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2641, top5_acc: 0.4703, loss_cls: 3.5764, loss: 3.5764, grad_norm: 1.8362 2020-07-24 02:05:36,968 - mmaction - INFO - Epoch [10][3420/3757] lr: 9.970e-02, eta: 8 days, 21:25:57, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2367, top5_acc: 0.4766, loss_cls: 3.6403, loss: 3.6403, grad_norm: 1.8786 2020-07-24 02:05:52,790 - mmaction - INFO - Epoch [10][3440/3757] lr: 9.970e-02, eta: 8 days, 21:25:20, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2352, top5_acc: 0.4883, loss_cls: 3.5696, loss: 3.5696, grad_norm: 1.8925 2020-07-24 02:06:08,538 - mmaction - INFO - Epoch [10][3460/3757] lr: 9.970e-02, eta: 8 days, 21:24:42, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2437, top5_acc: 0.4813, loss_cls: 3.6070, loss: 3.6070, grad_norm: 1.8854 2020-07-24 02:06:24,308 - mmaction - INFO - Epoch [10][3480/3757] lr: 9.970e-02, eta: 8 days, 21:24:04, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2305, top5_acc: 0.4828, loss_cls: 3.6019, loss: 3.6019, grad_norm: 1.8368 2020-07-24 02:06:40,031 - mmaction - INFO - Epoch [10][3500/3757] lr: 9.970e-02, eta: 8 days, 21:23:26, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2242, top5_acc: 0.4813, loss_cls: 3.5715, loss: 3.5715, grad_norm: 1.8447 2020-07-24 02:06:55,813 - mmaction - INFO - Epoch [10][3520/3757] lr: 9.970e-02, eta: 8 days, 21:22:49, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4813, loss_cls: 3.5615, loss: 3.5615, grad_norm: 1.9653 2020-07-24 02:07:11,620 - mmaction - INFO - Epoch [10][3540/3757] lr: 9.970e-02, eta: 8 days, 21:22:12, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2172, top5_acc: 0.4602, loss_cls: 3.6810, loss: 3.6810, grad_norm: 1.8962 2020-07-24 02:07:27,417 - mmaction - INFO - Epoch [10][3560/3757] lr: 9.970e-02, eta: 8 days, 21:21:35, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2453, top5_acc: 0.4930, loss_cls: 3.5319, loss: 3.5319, grad_norm: 1.8937 2020-07-24 02:07:43,190 - mmaction - INFO - Epoch [10][3580/3757] lr: 9.970e-02, eta: 8 days, 21:20:57, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2375, top5_acc: 0.4633, loss_cls: 3.6502, loss: 3.6502, grad_norm: 1.8745 2020-07-24 02:07:58,945 - mmaction - INFO - Epoch [10][3600/3757] lr: 9.970e-02, eta: 8 days, 21:20:19, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2609, top5_acc: 0.4953, loss_cls: 3.4981, loss: 3.4981, grad_norm: 1.8426 2020-07-24 02:08:14,739 - mmaction - INFO - Epoch [10][3620/3757] lr: 9.970e-02, eta: 8 days, 21:19:42, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2469, top5_acc: 0.4797, loss_cls: 3.5529, loss: 3.5529, grad_norm: 1.8792 2020-07-24 02:08:30,566 - mmaction - INFO - Epoch [10][3640/3757] lr: 9.970e-02, eta: 8 days, 21:19:06, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4461, loss_cls: 3.7136, loss: 3.7136, grad_norm: 1.8594 2020-07-24 02:08:46,315 - mmaction - INFO - Epoch [10][3660/3757] lr: 9.970e-02, eta: 8 days, 21:18:28, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2172, top5_acc: 0.4516, loss_cls: 3.7845, loss: 3.7845, grad_norm: 1.8743 2020-07-24 02:09:02,109 - mmaction - INFO - Epoch [10][3680/3757] lr: 9.970e-02, eta: 8 days, 21:17:51, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2219, top5_acc: 0.4492, loss_cls: 3.7055, loss: 3.7055, grad_norm: 1.8111 2020-07-24 02:09:17,854 - mmaction - INFO - Epoch [10][3700/3757] lr: 9.970e-02, eta: 8 days, 21:17:13, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2352, top5_acc: 0.4844, loss_cls: 3.6219, loss: 3.6219, grad_norm: 1.8099 2020-07-24 02:09:33,622 - mmaction - INFO - Epoch [10][3720/3757] lr: 9.970e-02, eta: 8 days, 21:16:36, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4992, loss_cls: 3.5677, loss: 3.5677, grad_norm: 1.8991 2020-07-24 02:09:49,414 - mmaction - INFO - Epoch [10][3740/3757] lr: 9.970e-02, eta: 8 days, 21:15:59, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2305, top5_acc: 0.4813, loss_cls: 3.6104, loss: 3.6104, grad_norm: 1.8708 2020-07-24 02:13:13,278 - mmaction - INFO - Epoch [11][20/3757] lr: 9.962e-02, eta: 8 days, 22:18:10, time: 9.186, data_time: 8.296, memory: 6201, top1_acc: 0.2328, top5_acc: 0.4789, loss_cls: 3.6361, loss: 3.6361, grad_norm: 1.8591 2020-07-24 02:13:29,094 - mmaction - INFO - Epoch [11][40/3757] lr: 9.962e-02, eta: 8 days, 22:17:31, time: 0.791, data_time: 0.006, memory: 6201, top1_acc: 0.2594, top5_acc: 0.4992, loss_cls: 3.5190, loss: 3.5190, grad_norm: 1.8245 2020-07-24 02:13:44,817 - mmaction - INFO - Epoch [11][60/3757] lr: 9.962e-02, eta: 8 days, 22:16:51, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2437, top5_acc: 0.4859, loss_cls: 3.5404, loss: 3.5404, grad_norm: 1.8528 2020-07-24 02:14:00,613 - mmaction - INFO - Epoch [11][80/3757] lr: 9.962e-02, eta: 8 days, 22:16:12, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2391, top5_acc: 0.4797, loss_cls: 3.5294, loss: 3.5294, grad_norm: 1.8683 2020-07-24 02:14:16,388 - mmaction - INFO - Epoch [11][100/3757] lr: 9.962e-02, eta: 8 days, 22:15:33, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2562, top5_acc: 0.4852, loss_cls: 3.4747, loss: 3.4747, grad_norm: 1.9066 2020-07-24 02:14:32,180 - mmaction - INFO - Epoch [11][120/3757] lr: 9.962e-02, eta: 8 days, 22:14:54, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2437, top5_acc: 0.5023, loss_cls: 3.5366, loss: 3.5366, grad_norm: 1.9126 2020-07-24 02:14:47,921 - mmaction - INFO - Epoch [11][140/3757] lr: 9.962e-02, eta: 8 days, 22:14:14, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2188, top5_acc: 0.4664, loss_cls: 3.6562, loss: 3.6562, grad_norm: 1.9119 2020-07-24 02:15:03,793 - mmaction - INFO - Epoch [11][160/3757] lr: 9.962e-02, eta: 8 days, 22:13:37, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2383, top5_acc: 0.4977, loss_cls: 3.5550, loss: 3.5550, grad_norm: 1.8822 2020-07-24 02:15:19,508 - mmaction - INFO - Epoch [11][180/3757] lr: 9.962e-02, eta: 8 days, 22:12:56, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2547, top5_acc: 0.4805, loss_cls: 3.5858, loss: 3.5858, grad_norm: 1.9069 2020-07-24 02:15:35,323 - mmaction - INFO - Epoch [11][200/3757] lr: 9.962e-02, eta: 8 days, 22:12:19, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2477, top5_acc: 0.4984, loss_cls: 3.5343, loss: 3.5343, grad_norm: 1.8828 2020-07-24 02:15:51,128 - mmaction - INFO - Epoch [11][220/3757] lr: 9.962e-02, eta: 8 days, 22:11:40, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2211, top5_acc: 0.4844, loss_cls: 3.6401, loss: 3.6401, grad_norm: 1.9468 2020-07-24 02:16:06,931 - mmaction - INFO - Epoch [11][240/3757] lr: 9.962e-02, eta: 8 days, 22:11:02, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2453, top5_acc: 0.4734, loss_cls: 3.5870, loss: 3.5870, grad_norm: 1.9029 2020-07-24 02:16:22,729 - mmaction - INFO - Epoch [11][260/3757] lr: 9.962e-02, eta: 8 days, 22:10:23, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2477, top5_acc: 0.4969, loss_cls: 3.5335, loss: 3.5335, grad_norm: 1.8724 2020-07-24 02:16:38,518 - mmaction - INFO - Epoch [11][280/3757] lr: 9.962e-02, eta: 8 days, 22:09:45, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4766, loss_cls: 3.5400, loss: 3.5400, grad_norm: 1.9044 2020-07-24 02:16:54,295 - mmaction - INFO - Epoch [11][300/3757] lr: 9.962e-02, eta: 8 days, 22:09:05, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2359, top5_acc: 0.4641, loss_cls: 3.6170, loss: 3.6170, grad_norm: 1.9331 2020-07-24 02:17:10,016 - mmaction - INFO - Epoch [11][320/3757] lr: 9.962e-02, eta: 8 days, 22:08:25, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2500, top5_acc: 0.4977, loss_cls: 3.5464, loss: 3.5464, grad_norm: 1.8412 2020-07-24 02:17:25,781 - mmaction - INFO - Epoch [11][340/3757] lr: 9.962e-02, eta: 8 days, 22:07:46, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.4984, loss_cls: 3.4504, loss: 3.4504, grad_norm: 1.8173 2020-07-24 02:17:41,553 - mmaction - INFO - Epoch [11][360/3757] lr: 9.962e-02, eta: 8 days, 22:07:07, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2469, top5_acc: 0.4969, loss_cls: 3.5339, loss: 3.5339, grad_norm: 1.9351 2020-07-24 02:17:57,370 - mmaction - INFO - Epoch [11][380/3757] lr: 9.962e-02, eta: 8 days, 22:06:29, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2289, top5_acc: 0.4875, loss_cls: 3.5798, loss: 3.5798, grad_norm: 1.9155 2020-07-24 02:18:13,160 - mmaction - INFO - Epoch [11][400/3757] lr: 9.962e-02, eta: 8 days, 22:05:51, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.4984, loss_cls: 3.5905, loss: 3.5905, grad_norm: 1.8397 2020-07-24 02:18:28,908 - mmaction - INFO - Epoch [11][420/3757] lr: 9.962e-02, eta: 8 days, 22:05:11, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4836, loss_cls: 3.5686, loss: 3.5686, grad_norm: 1.9151 2020-07-24 02:18:44,661 - mmaction - INFO - Epoch [11][440/3757] lr: 9.962e-02, eta: 8 days, 22:04:32, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2328, top5_acc: 0.5031, loss_cls: 3.5218, loss: 3.5218, grad_norm: 1.8848 2020-07-24 02:19:00,415 - mmaction - INFO - Epoch [11][460/3757] lr: 9.962e-02, eta: 8 days, 22:03:53, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2266, top5_acc: 0.4641, loss_cls: 3.6592, loss: 3.6592, grad_norm: 1.8674 2020-07-24 02:19:16,241 - mmaction - INFO - Epoch [11][480/3757] lr: 9.962e-02, eta: 8 days, 22:03:15, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2453, top5_acc: 0.4883, loss_cls: 3.5819, loss: 3.5819, grad_norm: 1.9250 2020-07-24 02:19:32,014 - mmaction - INFO - Epoch [11][500/3757] lr: 9.962e-02, eta: 8 days, 22:02:36, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2328, top5_acc: 0.4648, loss_cls: 3.6139, loss: 3.6139, grad_norm: 1.8906 2020-07-24 02:19:47,813 - mmaction - INFO - Epoch [11][520/3757] lr: 9.962e-02, eta: 8 days, 22:01:58, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4734, loss_cls: 3.6018, loss: 3.6018, grad_norm: 1.8661 2020-07-24 02:20:03,680 - mmaction - INFO - Epoch [11][540/3757] lr: 9.962e-02, eta: 8 days, 22:01:22, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2352, top5_acc: 0.4688, loss_cls: 3.6547, loss: 3.6547, grad_norm: 1.9058 2020-07-24 02:20:19,342 - mmaction - INFO - Epoch [11][560/3757] lr: 9.962e-02, eta: 8 days, 22:00:40, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5172, loss_cls: 3.4312, loss: 3.4312, grad_norm: 1.8379 2020-07-24 02:20:35,119 - mmaction - INFO - Epoch [11][580/3757] lr: 9.962e-02, eta: 8 days, 22:00:02, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2508, top5_acc: 0.4813, loss_cls: 3.5175, loss: 3.5175, grad_norm: 1.8451 2020-07-24 02:20:50,909 - mmaction - INFO - Epoch [11][600/3757] lr: 9.962e-02, eta: 8 days, 21:59:23, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.4977, loss_cls: 3.4950, loss: 3.4950, grad_norm: 1.8694 2020-07-24 02:21:06,722 - mmaction - INFO - Epoch [11][620/3757] lr: 9.962e-02, eta: 8 days, 21:58:45, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2328, top5_acc: 0.5102, loss_cls: 3.5341, loss: 3.5341, grad_norm: 1.8913 2020-07-24 02:21:22,529 - mmaction - INFO - Epoch [11][640/3757] lr: 9.962e-02, eta: 8 days, 21:58:08, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2555, top5_acc: 0.4719, loss_cls: 3.5783, loss: 3.5783, grad_norm: 1.8458 2020-07-24 02:21:38,429 - mmaction - INFO - Epoch [11][660/3757] lr: 9.962e-02, eta: 8 days, 21:57:32, time: 0.795, data_time: 0.003, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4828, loss_cls: 3.6121, loss: 3.6121, grad_norm: 1.8800 2020-07-24 02:21:54,261 - mmaction - INFO - Epoch [11][680/3757] lr: 9.962e-02, eta: 8 days, 21:56:55, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2430, top5_acc: 0.4789, loss_cls: 3.5775, loss: 3.5775, grad_norm: 1.8578 2020-07-24 02:22:10,013 - mmaction - INFO - Epoch [11][700/3757] lr: 9.962e-02, eta: 8 days, 21:56:16, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2484, top5_acc: 0.5180, loss_cls: 3.5139, loss: 3.5139, grad_norm: 1.9151 2020-07-24 02:22:25,774 - mmaction - INFO - Epoch [11][720/3757] lr: 9.962e-02, eta: 8 days, 21:55:37, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2469, top5_acc: 0.4898, loss_cls: 3.5358, loss: 3.5358, grad_norm: 1.9325 2020-07-24 02:22:41,553 - mmaction - INFO - Epoch [11][740/3757] lr: 9.962e-02, eta: 8 days, 21:54:59, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4602, loss_cls: 3.6259, loss: 3.6259, grad_norm: 1.9218 2020-07-24 02:22:57,336 - mmaction - INFO - Epoch [11][760/3757] lr: 9.962e-02, eta: 8 days, 21:54:21, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4766, loss_cls: 3.5892, loss: 3.5892, grad_norm: 1.8714 2020-07-24 02:23:13,112 - mmaction - INFO - Epoch [11][780/3757] lr: 9.962e-02, eta: 8 days, 21:53:42, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5062, loss_cls: 3.4701, loss: 3.4701, grad_norm: 1.8902 2020-07-24 02:23:28,918 - mmaction - INFO - Epoch [11][800/3757] lr: 9.962e-02, eta: 8 days, 21:53:05, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2500, top5_acc: 0.4898, loss_cls: 3.5245, loss: 3.5245, grad_norm: 1.8658 2020-07-24 02:23:44,604 - mmaction - INFO - Epoch [11][820/3757] lr: 9.962e-02, eta: 8 days, 21:52:24, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2422, top5_acc: 0.4844, loss_cls: 3.5850, loss: 3.5850, grad_norm: 1.8497 2020-07-24 02:24:00,370 - mmaction - INFO - Epoch [11][840/3757] lr: 9.962e-02, eta: 8 days, 21:51:45, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2406, top5_acc: 0.5070, loss_cls: 3.5043, loss: 3.5043, grad_norm: 1.9437 2020-07-24 02:24:16,216 - mmaction - INFO - Epoch [11][860/3757] lr: 9.962e-02, eta: 8 days, 21:51:09, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2516, top5_acc: 0.5125, loss_cls: 3.4564, loss: 3.4564, grad_norm: 1.9101 2020-07-24 02:24:31,960 - mmaction - INFO - Epoch [11][880/3757] lr: 9.962e-02, eta: 8 days, 21:50:30, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2297, top5_acc: 0.4844, loss_cls: 3.6214, loss: 3.6214, grad_norm: 1.9079 2020-07-24 02:24:47,741 - mmaction - INFO - Epoch [11][900/3757] lr: 9.962e-02, eta: 8 days, 21:49:52, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2234, top5_acc: 0.4813, loss_cls: 3.6334, loss: 3.6334, grad_norm: 1.9232 2020-07-24 02:25:03,522 - mmaction - INFO - Epoch [11][920/3757] lr: 9.962e-02, eta: 8 days, 21:49:14, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2453, top5_acc: 0.4805, loss_cls: 3.5829, loss: 3.5829, grad_norm: 1.8515 2020-07-24 02:25:19,219 - mmaction - INFO - Epoch [11][940/3757] lr: 9.962e-02, eta: 8 days, 21:48:33, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2547, top5_acc: 0.4883, loss_cls: 3.5031, loss: 3.5031, grad_norm: 1.8430 2020-07-24 02:25:34,985 - mmaction - INFO - Epoch [11][960/3757] lr: 9.962e-02, eta: 8 days, 21:47:55, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2383, top5_acc: 0.4891, loss_cls: 3.5961, loss: 3.5961, grad_norm: 1.8763 2020-07-24 02:25:50,732 - mmaction - INFO - Epoch [11][980/3757] lr: 9.962e-02, eta: 8 days, 21:47:16, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2281, top5_acc: 0.4680, loss_cls: 3.5911, loss: 3.5911, grad_norm: 1.8918 2020-07-24 02:26:06,495 - mmaction - INFO - Epoch [11][1000/3757] lr: 9.962e-02, eta: 8 days, 21:46:37, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2508, top5_acc: 0.5008, loss_cls: 3.4982, loss: 3.4982, grad_norm: 1.8677 2020-07-24 02:26:22,274 - mmaction - INFO - Epoch [11][1020/3757] lr: 9.962e-02, eta: 8 days, 21:46:00, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4695, loss_cls: 3.5874, loss: 3.5874, grad_norm: 1.8695 2020-07-24 02:26:38,142 - mmaction - INFO - Epoch [11][1040/3757] lr: 9.962e-02, eta: 8 days, 21:45:23, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2281, top5_acc: 0.4758, loss_cls: 3.6825, loss: 3.6825, grad_norm: 1.8878 2020-07-24 02:26:53,878 - mmaction - INFO - Epoch [11][1060/3757] lr: 9.962e-02, eta: 8 days, 21:44:45, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2719, top5_acc: 0.4898, loss_cls: 3.5232, loss: 3.5232, grad_norm: 1.8541 2020-07-24 02:27:09,709 - mmaction - INFO - Epoch [11][1080/3757] lr: 9.962e-02, eta: 8 days, 21:44:08, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2484, top5_acc: 0.4883, loss_cls: 3.5714, loss: 3.5714, grad_norm: 1.8768 2020-07-24 02:27:25,457 - mmaction - INFO - Epoch [11][1100/3757] lr: 9.962e-02, eta: 8 days, 21:43:29, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2539, top5_acc: 0.4977, loss_cls: 3.5452, loss: 3.5452, grad_norm: 1.8763 2020-07-24 02:27:41,221 - mmaction - INFO - Epoch [11][1120/3757] lr: 9.962e-02, eta: 8 days, 21:42:51, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2227, top5_acc: 0.4523, loss_cls: 3.7167, loss: 3.7167, grad_norm: 1.9468 2020-07-24 02:27:57,020 - mmaction - INFO - Epoch [11][1140/3757] lr: 9.962e-02, eta: 8 days, 21:42:13, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2500, top5_acc: 0.4820, loss_cls: 3.5928, loss: 3.5928, grad_norm: 1.9051 2020-07-24 02:28:12,856 - mmaction - INFO - Epoch [11][1160/3757] lr: 9.962e-02, eta: 8 days, 21:41:37, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2305, top5_acc: 0.4969, loss_cls: 3.5270, loss: 3.5270, grad_norm: 1.8863 2020-07-24 02:28:28,672 - mmaction - INFO - Epoch [11][1180/3757] lr: 9.962e-02, eta: 8 days, 21:41:00, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2367, top5_acc: 0.4961, loss_cls: 3.6011, loss: 3.6011, grad_norm: 1.9537 2020-07-24 02:28:44,470 - mmaction - INFO - Epoch [11][1200/3757] lr: 9.962e-02, eta: 8 days, 21:40:23, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2297, top5_acc: 0.4766, loss_cls: 3.5879, loss: 3.5879, grad_norm: 1.8905 2020-07-24 02:29:00,213 - mmaction - INFO - Epoch [11][1220/3757] lr: 9.962e-02, eta: 8 days, 21:39:44, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2547, top5_acc: 0.4914, loss_cls: 3.5710, loss: 3.5710, grad_norm: 1.8364 2020-07-24 02:29:15,958 - mmaction - INFO - Epoch [11][1240/3757] lr: 9.962e-02, eta: 8 days, 21:39:06, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4719, loss_cls: 3.6184, loss: 3.6184, grad_norm: 1.8345 2020-07-24 02:29:31,790 - mmaction - INFO - Epoch [11][1260/3757] lr: 9.962e-02, eta: 8 days, 21:38:29, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2461, top5_acc: 0.4938, loss_cls: 3.5096, loss: 3.5096, grad_norm: 1.8438 2020-07-24 02:29:47,530 - mmaction - INFO - Epoch [11][1280/3757] lr: 9.962e-02, eta: 8 days, 21:37:50, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2383, top5_acc: 0.4938, loss_cls: 3.5412, loss: 3.5412, grad_norm: 1.8848 2020-07-24 02:30:03,313 - mmaction - INFO - Epoch [11][1300/3757] lr: 9.962e-02, eta: 8 days, 21:37:13, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2500, top5_acc: 0.5086, loss_cls: 3.5065, loss: 3.5065, grad_norm: 1.9348 2020-07-24 02:30:19,047 - mmaction - INFO - Epoch [11][1320/3757] lr: 9.962e-02, eta: 8 days, 21:36:34, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2250, top5_acc: 0.4773, loss_cls: 3.6025, loss: 3.6025, grad_norm: 1.9205 2020-07-24 02:30:34,855 - mmaction - INFO - Epoch [11][1340/3757] lr: 9.962e-02, eta: 8 days, 21:35:57, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4773, loss_cls: 3.6490, loss: 3.6490, grad_norm: 1.9426 2020-07-24 02:30:50,670 - mmaction - INFO - Epoch [11][1360/3757] lr: 9.962e-02, eta: 8 days, 21:35:20, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2484, top5_acc: 0.4953, loss_cls: 3.5848, loss: 3.5848, grad_norm: 1.8622 2020-07-24 02:31:06,424 - mmaction - INFO - Epoch [11][1380/3757] lr: 9.962e-02, eta: 8 days, 21:34:42, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5031, loss_cls: 3.4791, loss: 3.4791, grad_norm: 1.8782 2020-07-24 02:31:22,240 - mmaction - INFO - Epoch [11][1400/3757] lr: 9.962e-02, eta: 8 days, 21:34:05, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2562, top5_acc: 0.4992, loss_cls: 3.5016, loss: 3.5016, grad_norm: 1.8996 2020-07-24 02:31:38,062 - mmaction - INFO - Epoch [11][1420/3757] lr: 9.962e-02, eta: 8 days, 21:33:28, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2359, top5_acc: 0.4719, loss_cls: 3.6113, loss: 3.6113, grad_norm: 1.9290 2020-07-24 02:31:53,874 - mmaction - INFO - Epoch [11][1440/3757] lr: 9.962e-02, eta: 8 days, 21:32:52, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2391, top5_acc: 0.4813, loss_cls: 3.5839, loss: 3.5839, grad_norm: 1.8805 2020-07-24 02:32:09,633 - mmaction - INFO - Epoch [11][1460/3757] lr: 9.962e-02, eta: 8 days, 21:32:14, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.4906, loss_cls: 3.5437, loss: 3.5437, grad_norm: 1.8947 2020-07-24 02:32:25,380 - mmaction - INFO - Epoch [11][1480/3757] lr: 9.962e-02, eta: 8 days, 21:31:36, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2430, top5_acc: 0.4867, loss_cls: 3.5501, loss: 3.5501, grad_norm: 1.9615 2020-07-24 02:32:41,199 - mmaction - INFO - Epoch [11][1500/3757] lr: 9.962e-02, eta: 8 days, 21:30:59, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2547, top5_acc: 0.4859, loss_cls: 3.5533, loss: 3.5533, grad_norm: 1.8724 2020-07-24 02:32:56,993 - mmaction - INFO - Epoch [11][1520/3757] lr: 9.962e-02, eta: 8 days, 21:30:22, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2250, top5_acc: 0.4648, loss_cls: 3.6931, loss: 3.6931, grad_norm: 1.8947 2020-07-24 02:33:12,798 - mmaction - INFO - Epoch [11][1540/3757] lr: 9.962e-02, eta: 8 days, 21:29:45, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4867, loss_cls: 3.6376, loss: 3.6376, grad_norm: 1.8697 2020-07-24 02:33:28,580 - mmaction - INFO - Epoch [11][1560/3757] lr: 9.962e-02, eta: 8 days, 21:29:08, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2422, top5_acc: 0.4680, loss_cls: 3.6400, loss: 3.6400, grad_norm: 1.8360 2020-07-24 02:33:44,436 - mmaction - INFO - Epoch [11][1580/3757] lr: 9.962e-02, eta: 8 days, 21:28:32, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.4773, loss_cls: 3.6228, loss: 3.6228, grad_norm: 1.8513 2020-07-24 02:34:00,143 - mmaction - INFO - Epoch [11][1600/3757] lr: 9.962e-02, eta: 8 days, 21:27:53, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2391, top5_acc: 0.4773, loss_cls: 3.6063, loss: 3.6063, grad_norm: 1.8505 2020-07-24 02:34:16,021 - mmaction - INFO - Epoch [11][1620/3757] lr: 9.962e-02, eta: 8 days, 21:27:18, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.4883, loss_cls: 3.5525, loss: 3.5525, grad_norm: 1.8933 2020-07-24 02:34:31,785 - mmaction - INFO - Epoch [11][1640/3757] lr: 9.962e-02, eta: 8 days, 21:26:40, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4875, loss_cls: 3.5750, loss: 3.5750, grad_norm: 1.8963 2020-07-24 02:34:47,598 - mmaction - INFO - Epoch [11][1660/3757] lr: 9.962e-02, eta: 8 days, 21:26:04, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2375, top5_acc: 0.4922, loss_cls: 3.6077, loss: 3.6077, grad_norm: 1.8703 2020-07-24 02:35:03,485 - mmaction - INFO - Epoch [11][1680/3757] lr: 9.962e-02, eta: 8 days, 21:25:29, time: 0.795, data_time: 0.004, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5031, loss_cls: 3.4759, loss: 3.4759, grad_norm: 1.8831 2020-07-24 02:35:19,196 - mmaction - INFO - Epoch [11][1700/3757] lr: 9.962e-02, eta: 8 days, 21:24:50, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2555, top5_acc: 0.5070, loss_cls: 3.5020, loss: 3.5020, grad_norm: 1.9416 2020-07-24 02:35:34,926 - mmaction - INFO - Epoch [11][1720/3757] lr: 9.962e-02, eta: 8 days, 21:24:12, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4703, loss_cls: 3.5812, loss: 3.5812, grad_norm: 1.8895 2020-07-24 02:35:50,718 - mmaction - INFO - Epoch [11][1740/3757] lr: 9.962e-02, eta: 8 days, 21:23:35, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2211, top5_acc: 0.4602, loss_cls: 3.6705, loss: 3.6705, grad_norm: 1.9449 2020-07-24 02:36:06,543 - mmaction - INFO - Epoch [11][1760/3757] lr: 9.962e-02, eta: 8 days, 21:22:59, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4867, loss_cls: 3.5823, loss: 3.5823, grad_norm: 1.8880 2020-07-24 02:36:22,309 - mmaction - INFO - Epoch [11][1780/3757] lr: 9.962e-02, eta: 8 days, 21:22:21, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4883, loss_cls: 3.5759, loss: 3.5759, grad_norm: 1.8932 2020-07-24 02:36:38,085 - mmaction - INFO - Epoch [11][1800/3757] lr: 9.962e-02, eta: 8 days, 21:21:44, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2461, top5_acc: 0.5039, loss_cls: 3.5096, loss: 3.5096, grad_norm: 1.9431 2020-07-24 02:36:53,849 - mmaction - INFO - Epoch [11][1820/3757] lr: 9.962e-02, eta: 8 days, 21:21:06, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4945, loss_cls: 3.5708, loss: 3.5708, grad_norm: 1.8666 2020-07-24 02:37:09,704 - mmaction - INFO - Epoch [11][1840/3757] lr: 9.962e-02, eta: 8 days, 21:20:31, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2609, top5_acc: 0.5047, loss_cls: 3.5447, loss: 3.5447, grad_norm: 1.8816 2020-07-24 02:37:25,470 - mmaction - INFO - Epoch [11][1860/3757] lr: 9.962e-02, eta: 8 days, 21:19:54, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2453, top5_acc: 0.5000, loss_cls: 3.5852, loss: 3.5852, grad_norm: 1.9306 2020-07-24 02:37:41,270 - mmaction - INFO - Epoch [11][1880/3757] lr: 9.962e-02, eta: 8 days, 21:19:17, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2422, top5_acc: 0.4875, loss_cls: 3.6054, loss: 3.6054, grad_norm: 1.9351 2020-07-24 02:37:57,033 - mmaction - INFO - Epoch [11][1900/3757] lr: 9.962e-02, eta: 8 days, 21:18:40, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2344, top5_acc: 0.4625, loss_cls: 3.6606, loss: 3.6606, grad_norm: 1.8725 2020-07-24 02:38:12,787 - mmaction - INFO - Epoch [11][1920/3757] lr: 9.962e-02, eta: 8 days, 21:18:02, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2203, top5_acc: 0.4633, loss_cls: 3.6694, loss: 3.6694, grad_norm: 1.9224 2020-07-24 02:38:28,572 - mmaction - INFO - Epoch [11][1940/3757] lr: 9.962e-02, eta: 8 days, 21:17:25, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2508, top5_acc: 0.4977, loss_cls: 3.5551, loss: 3.5551, grad_norm: 1.9052 2020-07-24 02:38:44,389 - mmaction - INFO - Epoch [11][1960/3757] lr: 9.962e-02, eta: 8 days, 21:16:49, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4742, loss_cls: 3.6182, loss: 3.6182, grad_norm: 1.8705 2020-07-24 02:39:00,147 - mmaction - INFO - Epoch [11][1980/3757] lr: 9.962e-02, eta: 8 days, 21:16:12, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2391, top5_acc: 0.4875, loss_cls: 3.5826, loss: 3.5826, grad_norm: 1.9059 2020-07-24 02:39:15,961 - mmaction - INFO - Epoch [11][2000/3757] lr: 9.962e-02, eta: 8 days, 21:15:35, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2508, top5_acc: 0.4969, loss_cls: 3.4946, loss: 3.4946, grad_norm: 1.8971 2020-07-24 02:39:31,785 - mmaction - INFO - Epoch [11][2020/3757] lr: 9.962e-02, eta: 8 days, 21:14:59, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2391, top5_acc: 0.4719, loss_cls: 3.5835, loss: 3.5835, grad_norm: 1.8886 2020-07-24 02:39:47,593 - mmaction - INFO - Epoch [11][2040/3757] lr: 9.962e-02, eta: 8 days, 21:14:23, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2289, top5_acc: 0.4891, loss_cls: 3.5535, loss: 3.5535, grad_norm: 1.8951 2020-07-24 02:40:03,342 - mmaction - INFO - Epoch [11][2060/3757] lr: 9.962e-02, eta: 8 days, 21:13:46, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2281, top5_acc: 0.5102, loss_cls: 3.5200, loss: 3.5200, grad_norm: 1.9624 2020-07-24 02:40:18,989 - mmaction - INFO - Epoch [11][2080/3757] lr: 9.962e-02, eta: 8 days, 21:13:06, time: 0.782, data_time: 0.001, memory: 6201, top1_acc: 0.2547, top5_acc: 0.5055, loss_cls: 3.4758, loss: 3.4758, grad_norm: 1.9123 2020-07-24 02:40:34,824 - mmaction - INFO - Epoch [11][2100/3757] lr: 9.962e-02, eta: 8 days, 21:12:30, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2383, top5_acc: 0.4813, loss_cls: 3.5684, loss: 3.5684, grad_norm: 1.8989 2020-07-24 02:40:50,674 - mmaction - INFO - Epoch [11][2120/3757] lr: 9.962e-02, eta: 8 days, 21:11:55, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2242, top5_acc: 0.4695, loss_cls: 3.6610, loss: 3.6610, grad_norm: 1.8996 2020-07-24 02:41:06,576 - mmaction - INFO - Epoch [11][2140/3757] lr: 9.962e-02, eta: 8 days, 21:11:21, time: 0.795, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.4930, loss_cls: 3.5038, loss: 3.5038, grad_norm: 1.8649 2020-07-24 02:41:22,276 - mmaction - INFO - Epoch [11][2160/3757] lr: 9.962e-02, eta: 8 days, 21:10:42, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.2227, top5_acc: 0.4727, loss_cls: 3.6716, loss: 3.6716, grad_norm: 1.9673 2020-07-24 02:41:38,091 - mmaction - INFO - Epoch [11][2180/3757] lr: 9.962e-02, eta: 8 days, 21:10:06, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4789, loss_cls: 3.5844, loss: 3.5844, grad_norm: 1.8803 2020-07-24 02:41:53,932 - mmaction - INFO - Epoch [11][2200/3757] lr: 9.962e-02, eta: 8 days, 21:09:31, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4961, loss_cls: 3.5335, loss: 3.5335, grad_norm: 1.9221 2020-07-24 02:42:09,697 - mmaction - INFO - Epoch [11][2220/3757] lr: 9.962e-02, eta: 8 days, 21:08:54, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.4984, loss_cls: 3.5324, loss: 3.5324, grad_norm: 1.9469 2020-07-24 02:42:25,497 - mmaction - INFO - Epoch [11][2240/3757] lr: 9.962e-02, eta: 8 days, 21:08:18, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4773, loss_cls: 3.6716, loss: 3.6716, grad_norm: 1.8833 2020-07-24 02:42:41,327 - mmaction - INFO - Epoch [11][2260/3757] lr: 9.962e-02, eta: 8 days, 21:07:42, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2594, top5_acc: 0.5070, loss_cls: 3.4619, loss: 3.4619, grad_norm: 1.8712 2020-07-24 02:42:57,076 - mmaction - INFO - Epoch [11][2280/3757] lr: 9.962e-02, eta: 8 days, 21:07:05, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2391, top5_acc: 0.4578, loss_cls: 3.5892, loss: 3.5892, grad_norm: 1.9038 2020-07-24 02:43:12,839 - mmaction - INFO - Epoch [11][2300/3757] lr: 9.962e-02, eta: 8 days, 21:06:28, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2125, top5_acc: 0.4719, loss_cls: 3.6528, loss: 3.6528, grad_norm: 1.8942 2020-07-24 02:43:28,673 - mmaction - INFO - Epoch [11][2320/3757] lr: 9.962e-02, eta: 8 days, 21:05:52, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2188, top5_acc: 0.4727, loss_cls: 3.6451, loss: 3.6451, grad_norm: 1.8575 2020-07-24 02:43:44,391 - mmaction - INFO - Epoch [11][2340/3757] lr: 9.962e-02, eta: 8 days, 21:05:15, time: 0.788, data_time: 0.005, memory: 6201, top1_acc: 0.2484, top5_acc: 0.4844, loss_cls: 3.5625, loss: 3.5625, grad_norm: 1.8704 2020-07-24 02:44:00,127 - mmaction - INFO - Epoch [11][2360/3757] lr: 9.962e-02, eta: 8 days, 21:04:37, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2383, top5_acc: 0.4922, loss_cls: 3.5361, loss: 3.5361, grad_norm: 1.9011 2020-07-24 02:44:15,906 - mmaction - INFO - Epoch [11][2380/3757] lr: 9.962e-02, eta: 8 days, 21:04:00, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2508, top5_acc: 0.4867, loss_cls: 3.5512, loss: 3.5512, grad_norm: 1.9109 2020-07-24 02:44:31,661 - mmaction - INFO - Epoch [11][2400/3757] lr: 9.962e-02, eta: 8 days, 21:03:23, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4578, loss_cls: 3.6845, loss: 3.6845, grad_norm: 1.9076 2020-07-24 02:44:47,433 - mmaction - INFO - Epoch [11][2420/3757] lr: 9.962e-02, eta: 8 days, 21:02:47, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4766, loss_cls: 3.6234, loss: 3.6234, grad_norm: 1.9099 2020-07-24 02:45:03,299 - mmaction - INFO - Epoch [11][2440/3757] lr: 9.962e-02, eta: 8 days, 21:02:12, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2609, top5_acc: 0.4977, loss_cls: 3.5081, loss: 3.5081, grad_norm: 1.9247 2020-07-24 02:45:19,014 - mmaction - INFO - Epoch [11][2460/3757] lr: 9.962e-02, eta: 8 days, 21:01:34, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2609, top5_acc: 0.4781, loss_cls: 3.5770, loss: 3.5770, grad_norm: 1.8759 2020-07-24 02:45:34,802 - mmaction - INFO - Epoch [11][2480/3757] lr: 9.962e-02, eta: 8 days, 21:00:58, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2359, top5_acc: 0.4672, loss_cls: 3.6506, loss: 3.6506, grad_norm: 1.9135 2020-07-24 02:45:50,575 - mmaction - INFO - Epoch [11][2500/3757] lr: 9.962e-02, eta: 8 days, 21:00:22, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.4969, loss_cls: 3.4767, loss: 3.4767, grad_norm: 1.8621 2020-07-24 02:46:06,363 - mmaction - INFO - Epoch [11][2520/3757] lr: 9.962e-02, eta: 8 days, 20:59:45, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.4875, loss_cls: 3.5052, loss: 3.5052, grad_norm: 1.8891 2020-07-24 02:46:22,126 - mmaction - INFO - Epoch [11][2540/3757] lr: 9.962e-02, eta: 8 days, 20:59:08, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2461, top5_acc: 0.5023, loss_cls: 3.5201, loss: 3.5201, grad_norm: 1.9069 2020-07-24 02:46:37,886 - mmaction - INFO - Epoch [11][2560/3757] lr: 9.962e-02, eta: 8 days, 20:58:32, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2266, top5_acc: 0.4570, loss_cls: 3.6653, loss: 3.6653, grad_norm: 1.8830 2020-07-24 02:46:53,657 - mmaction - INFO - Epoch [11][2580/3757] lr: 9.962e-02, eta: 8 days, 20:57:55, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2422, top5_acc: 0.4930, loss_cls: 3.5967, loss: 3.5967, grad_norm: 1.8643 2020-07-24 02:47:09,450 - mmaction - INFO - Epoch [11][2600/3757] lr: 9.962e-02, eta: 8 days, 20:57:19, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2461, top5_acc: 0.5008, loss_cls: 3.5397, loss: 3.5397, grad_norm: 1.9465 2020-07-24 02:47:25,225 - mmaction - INFO - Epoch [11][2620/3757] lr: 9.962e-02, eta: 8 days, 20:56:43, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2422, top5_acc: 0.4953, loss_cls: 3.5164, loss: 3.5164, grad_norm: 1.9290 2020-07-24 02:47:41,008 - mmaction - INFO - Epoch [11][2640/3757] lr: 9.962e-02, eta: 8 days, 20:56:06, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4875, loss_cls: 3.5485, loss: 3.5485, grad_norm: 1.9327 2020-07-24 02:47:56,836 - mmaction - INFO - Epoch [11][2660/3757] lr: 9.962e-02, eta: 8 days, 20:55:31, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2469, top5_acc: 0.4789, loss_cls: 3.6297, loss: 3.6297, grad_norm: 1.8799 2020-07-24 02:48:12,561 - mmaction - INFO - Epoch [11][2680/3757] lr: 9.962e-02, eta: 8 days, 20:54:54, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2266, top5_acc: 0.4711, loss_cls: 3.6480, loss: 3.6480, grad_norm: 1.8948 2020-07-24 02:48:28,371 - mmaction - INFO - Epoch [11][2700/3757] lr: 9.962e-02, eta: 8 days, 20:54:18, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2625, top5_acc: 0.4992, loss_cls: 3.5148, loss: 3.5148, grad_norm: 1.9024 2020-07-24 02:48:44,101 - mmaction - INFO - Epoch [11][2720/3757] lr: 9.962e-02, eta: 8 days, 20:53:41, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2281, top5_acc: 0.4969, loss_cls: 3.5793, loss: 3.5793, grad_norm: 1.9308 2020-07-24 02:48:59,904 - mmaction - INFO - Epoch [11][2740/3757] lr: 9.962e-02, eta: 8 days, 20:53:05, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2352, top5_acc: 0.4773, loss_cls: 3.6026, loss: 3.6026, grad_norm: 1.8790 2020-07-24 02:49:15,652 - mmaction - INFO - Epoch [11][2760/3757] lr: 9.962e-02, eta: 8 days, 20:52:29, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2289, top5_acc: 0.4906, loss_cls: 3.6257, loss: 3.6257, grad_norm: 1.9047 2020-07-24 02:49:31,392 - mmaction - INFO - Epoch [11][2780/3757] lr: 9.962e-02, eta: 8 days, 20:51:52, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2359, top5_acc: 0.4789, loss_cls: 3.5997, loss: 3.5997, grad_norm: 1.8991 2020-07-24 02:49:47,131 - mmaction - INFO - Epoch [11][2800/3757] lr: 9.962e-02, eta: 8 days, 20:51:15, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4734, loss_cls: 3.6739, loss: 3.6739, grad_norm: 1.9320 2020-07-24 02:50:02,971 - mmaction - INFO - Epoch [11][2820/3757] lr: 9.962e-02, eta: 8 days, 20:50:40, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2578, top5_acc: 0.4945, loss_cls: 3.4626, loss: 3.4626, grad_norm: 1.8379 2020-07-24 02:50:18,671 - mmaction - INFO - Epoch [11][2840/3757] lr: 9.962e-02, eta: 8 days, 20:50:02, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2359, top5_acc: 0.4758, loss_cls: 3.5581, loss: 3.5581, grad_norm: 1.9658 2020-07-24 02:50:34,437 - mmaction - INFO - Epoch [11][2860/3757] lr: 9.962e-02, eta: 8 days, 20:49:25, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4742, loss_cls: 3.5634, loss: 3.5634, grad_norm: 1.8844 2020-07-24 02:50:50,278 - mmaction - INFO - Epoch [11][2880/3757] lr: 9.962e-02, eta: 8 days, 20:48:51, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2359, top5_acc: 0.4820, loss_cls: 3.5894, loss: 3.5894, grad_norm: 1.9218 2020-07-24 02:51:06,132 - mmaction - INFO - Epoch [11][2900/3757] lr: 9.962e-02, eta: 8 days, 20:48:17, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.4945, loss_cls: 3.5521, loss: 3.5521, grad_norm: 1.8561 2020-07-24 02:51:21,915 - mmaction - INFO - Epoch [11][2920/3757] lr: 9.962e-02, eta: 8 days, 20:47:40, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2727, top5_acc: 0.4867, loss_cls: 3.5470, loss: 3.5470, grad_norm: 1.8761 2020-07-24 02:51:37,607 - mmaction - INFO - Epoch [11][2940/3757] lr: 9.962e-02, eta: 8 days, 20:47:03, time: 0.786, data_time: 0.004, memory: 6201, top1_acc: 0.2523, top5_acc: 0.4953, loss_cls: 3.5453, loss: 3.5453, grad_norm: 1.9116 2020-07-24 02:51:53,422 - mmaction - INFO - Epoch [11][2960/3757] lr: 9.962e-02, eta: 8 days, 20:46:28, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2461, top5_acc: 0.5047, loss_cls: 3.5094, loss: 3.5094, grad_norm: 1.9251 2020-07-24 02:52:09,187 - mmaction - INFO - Epoch [11][2980/3757] lr: 9.962e-02, eta: 8 days, 20:45:51, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2344, top5_acc: 0.4797, loss_cls: 3.5820, loss: 3.5820, grad_norm: 1.9008 2020-07-24 02:52:25,015 - mmaction - INFO - Epoch [11][3000/3757] lr: 9.962e-02, eta: 8 days, 20:45:16, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2359, top5_acc: 0.4750, loss_cls: 3.5727, loss: 3.5727, grad_norm: 1.9098 2020-07-24 02:52:40,798 - mmaction - INFO - Epoch [11][3020/3757] lr: 9.962e-02, eta: 8 days, 20:44:41, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2437, top5_acc: 0.5047, loss_cls: 3.4747, loss: 3.4747, grad_norm: 1.8995 2020-07-24 02:52:56,576 - mmaction - INFO - Epoch [11][3040/3757] lr: 9.962e-02, eta: 8 days, 20:44:05, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4867, loss_cls: 3.5304, loss: 3.5304, grad_norm: 1.8916 2020-07-24 02:53:12,406 - mmaction - INFO - Epoch [11][3060/3757] lr: 9.962e-02, eta: 8 days, 20:43:30, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2570, top5_acc: 0.4836, loss_cls: 3.5494, loss: 3.5494, grad_norm: 1.9291 2020-07-24 02:53:28,172 - mmaction - INFO - Epoch [11][3080/3757] lr: 9.962e-02, eta: 8 days, 20:42:54, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2750, top5_acc: 0.4820, loss_cls: 3.5598, loss: 3.5598, grad_norm: 1.8691 2020-07-24 02:53:43,911 - mmaction - INFO - Epoch [11][3100/3757] lr: 9.962e-02, eta: 8 days, 20:42:17, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2516, top5_acc: 0.4945, loss_cls: 3.5581, loss: 3.5581, grad_norm: 1.8947 2020-07-24 02:53:59,772 - mmaction - INFO - Epoch [11][3120/3757] lr: 9.962e-02, eta: 8 days, 20:41:43, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4695, loss_cls: 3.6401, loss: 3.6401, grad_norm: 1.9493 2020-07-24 02:54:15,532 - mmaction - INFO - Epoch [11][3140/3757] lr: 9.962e-02, eta: 8 days, 20:41:07, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.5117, loss_cls: 3.5179, loss: 3.5179, grad_norm: 1.8973 2020-07-24 02:54:31,330 - mmaction - INFO - Epoch [11][3160/3757] lr: 9.962e-02, eta: 8 days, 20:40:31, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2297, top5_acc: 0.4883, loss_cls: 3.5683, loss: 3.5683, grad_norm: 1.8983 2020-07-24 02:54:47,047 - mmaction - INFO - Epoch [11][3180/3757] lr: 9.962e-02, eta: 8 days, 20:39:54, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2289, top5_acc: 0.4781, loss_cls: 3.6302, loss: 3.6302, grad_norm: 1.8973 2020-07-24 02:55:02,833 - mmaction - INFO - Epoch [11][3200/3757] lr: 9.962e-02, eta: 8 days, 20:39:19, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4961, loss_cls: 3.5888, loss: 3.5888, grad_norm: 1.8677 2020-07-24 02:55:18,618 - mmaction - INFO - Epoch [11][3220/3757] lr: 9.962e-02, eta: 8 days, 20:38:43, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.2562, top5_acc: 0.5055, loss_cls: 3.4933, loss: 3.4933, grad_norm: 1.8825 2020-07-24 02:55:34,348 - mmaction - INFO - Epoch [11][3240/3757] lr: 9.962e-02, eta: 8 days, 20:38:07, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2586, top5_acc: 0.4867, loss_cls: 3.5086, loss: 3.5086, grad_norm: 1.9468 2020-07-24 02:55:50,118 - mmaction - INFO - Epoch [11][3260/3757] lr: 9.962e-02, eta: 8 days, 20:37:31, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.4984, loss_cls: 3.5277, loss: 3.5277, grad_norm: 1.9257 2020-07-24 02:56:05,854 - mmaction - INFO - Epoch [11][3280/3757] lr: 9.962e-02, eta: 8 days, 20:36:54, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2461, top5_acc: 0.4836, loss_cls: 3.5681, loss: 3.5681, grad_norm: 1.8988 2020-07-24 02:56:21,666 - mmaction - INFO - Epoch [11][3300/3757] lr: 9.962e-02, eta: 8 days, 20:36:19, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2289, top5_acc: 0.4805, loss_cls: 3.6197, loss: 3.6197, grad_norm: 1.9901 2020-07-24 02:56:37,437 - mmaction - INFO - Epoch [11][3320/3757] lr: 9.962e-02, eta: 8 days, 20:35:43, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.2492, top5_acc: 0.4961, loss_cls: 3.5648, loss: 3.5648, grad_norm: 1.8992 2020-07-24 02:56:53,246 - mmaction - INFO - Epoch [11][3340/3757] lr: 9.962e-02, eta: 8 days, 20:35:08, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2500, top5_acc: 0.4828, loss_cls: 3.5519, loss: 3.5519, grad_norm: 1.8223 2020-07-24 02:57:09,039 - mmaction - INFO - Epoch [11][3360/3757] lr: 9.962e-02, eta: 8 days, 20:34:33, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4922, loss_cls: 3.4965, loss: 3.4965, grad_norm: 1.8687 2020-07-24 02:57:24,813 - mmaction - INFO - Epoch [11][3380/3757] lr: 9.962e-02, eta: 8 days, 20:33:57, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2437, top5_acc: 0.4914, loss_cls: 3.5715, loss: 3.5715, grad_norm: 1.9158 2020-07-24 02:57:40,580 - mmaction - INFO - Epoch [11][3400/3757] lr: 9.962e-02, eta: 8 days, 20:33:22, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2281, top5_acc: 0.5070, loss_cls: 3.5141, loss: 3.5141, grad_norm: 1.9169 2020-07-24 02:57:56,346 - mmaction - INFO - Epoch [11][3420/3757] lr: 9.962e-02, eta: 8 days, 20:32:46, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.4859, loss_cls: 3.4986, loss: 3.4986, grad_norm: 1.8992 2020-07-24 02:58:12,172 - mmaction - INFO - Epoch [11][3440/3757] lr: 9.962e-02, eta: 8 days, 20:32:11, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4805, loss_cls: 3.5738, loss: 3.5738, grad_norm: 1.9529 2020-07-24 02:58:27,944 - mmaction - INFO - Epoch [11][3460/3757] lr: 9.962e-02, eta: 8 days, 20:31:36, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2437, top5_acc: 0.4914, loss_cls: 3.5817, loss: 3.5817, grad_norm: 1.9729 2020-07-24 02:58:43,773 - mmaction - INFO - Epoch [11][3480/3757] lr: 9.962e-02, eta: 8 days, 20:31:01, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2359, top5_acc: 0.4961, loss_cls: 3.5546, loss: 3.5546, grad_norm: 1.8825 2020-07-24 02:58:59,645 - mmaction - INFO - Epoch [11][3500/3757] lr: 9.962e-02, eta: 8 days, 20:30:28, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4742, loss_cls: 3.5647, loss: 3.5647, grad_norm: 1.8719 2020-07-24 02:59:15,427 - mmaction - INFO - Epoch [11][3520/3757] lr: 9.962e-02, eta: 8 days, 20:29:53, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2516, top5_acc: 0.5102, loss_cls: 3.4525, loss: 3.4525, grad_norm: 1.9129 2020-07-24 02:59:31,185 - mmaction - INFO - Epoch [11][3540/3757] lr: 9.962e-02, eta: 8 days, 20:29:17, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2430, top5_acc: 0.4891, loss_cls: 3.5423, loss: 3.5423, grad_norm: 1.9301 2020-07-24 02:59:46,952 - mmaction - INFO - Epoch [11][3560/3757] lr: 9.962e-02, eta: 8 days, 20:28:41, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4875, loss_cls: 3.5710, loss: 3.5710, grad_norm: 1.8676 2020-07-24 03:00:02,737 - mmaction - INFO - Epoch [11][3580/3757] lr: 9.962e-02, eta: 8 days, 20:28:06, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2461, top5_acc: 0.4945, loss_cls: 3.4873, loss: 3.4873, grad_norm: 1.9514 2020-07-24 03:00:23,939 - mmaction - INFO - Epoch [11][3600/3757] lr: 9.962e-02, eta: 8 days, 20:29:31, time: 1.058, data_time: 0.002, memory: 6201, top1_acc: 0.2445, top5_acc: 0.5047, loss_cls: 3.4700, loss: 3.4700, grad_norm: 1.9287 2020-07-24 03:00:39,837 - mmaction - INFO - Epoch [11][3620/3757] lr: 9.962e-02, eta: 8 days, 20:28:59, time: 0.797, data_time: 0.006, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4641, loss_cls: 3.5943, loss: 3.5943, grad_norm: 1.9110 2020-07-24 03:00:55,586 - mmaction - INFO - Epoch [11][3640/3757] lr: 9.962e-02, eta: 8 days, 20:28:23, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2375, top5_acc: 0.4781, loss_cls: 3.6038, loss: 3.6038, grad_norm: 1.9026 2020-07-24 03:01:11,392 - mmaction - INFO - Epoch [11][3660/3757] lr: 9.962e-02, eta: 8 days, 20:27:48, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4844, loss_cls: 3.6032, loss: 3.6032, grad_norm: 1.8927 2020-07-24 03:01:27,172 - mmaction - INFO - Epoch [11][3680/3757] lr: 9.962e-02, eta: 8 days, 20:27:13, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4898, loss_cls: 3.5790, loss: 3.5790, grad_norm: 1.9415 2020-07-24 03:01:43,004 - mmaction - INFO - Epoch [11][3700/3757] lr: 9.962e-02, eta: 8 days, 20:26:38, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4828, loss_cls: 3.5689, loss: 3.5689, grad_norm: 1.9244 2020-07-24 03:01:58,778 - mmaction - INFO - Epoch [11][3720/3757] lr: 9.962e-02, eta: 8 days, 20:26:03, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2492, top5_acc: 0.5078, loss_cls: 3.4836, loss: 3.4836, grad_norm: 1.9318 2020-07-24 03:02:14,584 - mmaction - INFO - Epoch [11][3740/3757] lr: 9.962e-02, eta: 8 days, 20:25:29, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.4820, loss_cls: 3.5185, loss: 3.5185, grad_norm: 1.9138 2020-07-24 03:06:00,341 - mmaction - INFO - Epoch [12][20/3757] lr: 9.955e-02, eta: 8 days, 21:28:58, time: 10.161, data_time: 9.258, memory: 6201, top1_acc: 0.2437, top5_acc: 0.4867, loss_cls: 3.6255, loss: 3.6255, grad_norm: 1.9305 2020-07-24 03:06:16,201 - mmaction - INFO - Epoch [12][40/3757] lr: 9.955e-02, eta: 8 days, 21:28:22, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4883, loss_cls: 3.5754, loss: 3.5754, grad_norm: 1.8748 2020-07-24 03:06:31,928 - mmaction - INFO - Epoch [12][60/3757] lr: 9.955e-02, eta: 8 days, 21:27:44, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2508, top5_acc: 0.5141, loss_cls: 3.5260, loss: 3.5260, grad_norm: 1.8765 2020-07-24 03:06:47,708 - mmaction - INFO - Epoch [12][80/3757] lr: 9.955e-02, eta: 8 days, 21:27:07, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2469, top5_acc: 0.5133, loss_cls: 3.4332, loss: 3.4332, grad_norm: 1.9323 2020-07-24 03:07:03,489 - mmaction - INFO - Epoch [12][100/3757] lr: 9.955e-02, eta: 8 days, 21:26:30, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2391, top5_acc: 0.5000, loss_cls: 3.5282, loss: 3.5282, grad_norm: 1.9098 2020-07-24 03:07:19,276 - mmaction - INFO - Epoch [12][120/3757] lr: 9.955e-02, eta: 8 days, 21:25:53, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2453, top5_acc: 0.4836, loss_cls: 3.5527, loss: 3.5527, grad_norm: 1.9103 2020-07-24 03:07:35,110 - mmaction - INFO - Epoch [12][140/3757] lr: 9.955e-02, eta: 8 days, 21:25:17, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4984, loss_cls: 3.5371, loss: 3.5371, grad_norm: 1.9459 2020-07-24 03:07:50,955 - mmaction - INFO - Epoch [12][160/3757] lr: 9.955e-02, eta: 8 days, 21:24:41, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5055, loss_cls: 3.4386, loss: 3.4386, grad_norm: 1.9228 2020-07-24 03:08:06,833 - mmaction - INFO - Epoch [12][180/3757] lr: 9.955e-02, eta: 8 days, 21:24:07, time: 0.795, data_time: 0.004, memory: 6201, top1_acc: 0.2492, top5_acc: 0.5039, loss_cls: 3.5473, loss: 3.5473, grad_norm: 1.9100 2020-07-24 03:08:22,613 - mmaction - INFO - Epoch [12][200/3757] lr: 9.955e-02, eta: 8 days, 21:23:29, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2367, top5_acc: 0.4930, loss_cls: 3.5551, loss: 3.5551, grad_norm: 1.8988 2020-07-24 03:08:38,388 - mmaction - INFO - Epoch [12][220/3757] lr: 9.955e-02, eta: 8 days, 21:22:53, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2227, top5_acc: 0.4781, loss_cls: 3.5478, loss: 3.5478, grad_norm: 1.9272 2020-07-24 03:08:54,148 - mmaction - INFO - Epoch [12][240/3757] lr: 9.955e-02, eta: 8 days, 21:22:15, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2477, top5_acc: 0.5062, loss_cls: 3.4621, loss: 3.4621, grad_norm: 1.9575 2020-07-24 03:09:09,906 - mmaction - INFO - Epoch [12][260/3757] lr: 9.955e-02, eta: 8 days, 21:21:38, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2297, top5_acc: 0.4680, loss_cls: 3.6417, loss: 3.6417, grad_norm: 1.9588 2020-07-24 03:09:25,652 - mmaction - INFO - Epoch [12][280/3757] lr: 9.955e-02, eta: 8 days, 21:21:00, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2531, top5_acc: 0.5148, loss_cls: 3.4892, loss: 3.4892, grad_norm: 1.9257 2020-07-24 03:09:41,399 - mmaction - INFO - Epoch [12][300/3757] lr: 9.955e-02, eta: 8 days, 21:20:22, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4781, loss_cls: 3.5647, loss: 3.5647, grad_norm: 1.8953 2020-07-24 03:09:57,192 - mmaction - INFO - Epoch [12][320/3757] lr: 9.955e-02, eta: 8 days, 21:19:46, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2531, top5_acc: 0.4914, loss_cls: 3.5245, loss: 3.5245, grad_norm: 1.9074 2020-07-24 03:10:12,960 - mmaction - INFO - Epoch [12][340/3757] lr: 9.955e-02, eta: 8 days, 21:19:09, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2359, top5_acc: 0.4867, loss_cls: 3.6429, loss: 3.6429, grad_norm: 1.8747 2020-07-24 03:10:28,721 - mmaction - INFO - Epoch [12][360/3757] lr: 9.955e-02, eta: 8 days, 21:18:31, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2484, top5_acc: 0.4914, loss_cls: 3.5523, loss: 3.5523, grad_norm: 1.8968 2020-07-24 03:10:44,551 - mmaction - INFO - Epoch [12][380/3757] lr: 9.955e-02, eta: 8 days, 21:17:56, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2422, top5_acc: 0.4656, loss_cls: 3.6349, loss: 3.6349, grad_norm: 1.9081 2020-07-24 03:11:00,336 - mmaction - INFO - Epoch [12][400/3757] lr: 9.955e-02, eta: 8 days, 21:17:19, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2539, top5_acc: 0.5047, loss_cls: 3.4639, loss: 3.4639, grad_norm: 1.9080 2020-07-24 03:11:16,048 - mmaction - INFO - Epoch [12][420/3757] lr: 9.955e-02, eta: 8 days, 21:16:41, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.2555, top5_acc: 0.4891, loss_cls: 3.5128, loss: 3.5128, grad_norm: 1.8893 2020-07-24 03:11:31,831 - mmaction - INFO - Epoch [12][440/3757] lr: 9.955e-02, eta: 8 days, 21:16:04, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.5156, loss_cls: 3.4835, loss: 3.4835, grad_norm: 1.8232 2020-07-24 03:11:47,582 - mmaction - INFO - Epoch [12][460/3757] lr: 9.955e-02, eta: 8 days, 21:15:27, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2531, top5_acc: 0.4813, loss_cls: 3.5333, loss: 3.5333, grad_norm: 1.8866 2020-07-24 03:12:03,461 - mmaction - INFO - Epoch [12][480/3757] lr: 9.955e-02, eta: 8 days, 21:14:52, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.5086, loss_cls: 3.5315, loss: 3.5315, grad_norm: 1.9202 2020-07-24 03:12:19,173 - mmaction - INFO - Epoch [12][500/3757] lr: 9.955e-02, eta: 8 days, 21:14:14, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2422, top5_acc: 0.4734, loss_cls: 3.6089, loss: 3.6089, grad_norm: 1.9431 2020-07-24 03:12:34,958 - mmaction - INFO - Epoch [12][520/3757] lr: 9.955e-02, eta: 8 days, 21:13:38, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2594, top5_acc: 0.5094, loss_cls: 3.4572, loss: 3.4572, grad_norm: 1.9466 2020-07-24 03:12:50,745 - mmaction - INFO - Epoch [12][540/3757] lr: 9.955e-02, eta: 8 days, 21:13:01, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5000, loss_cls: 3.4147, loss: 3.4147, grad_norm: 1.9045 2020-07-24 03:13:06,586 - mmaction - INFO - Epoch [12][560/3757] lr: 9.955e-02, eta: 8 days, 21:12:26, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4914, loss_cls: 3.4893, loss: 3.4893, grad_norm: 1.9559 2020-07-24 03:13:22,472 - mmaction - INFO - Epoch [12][580/3757] lr: 9.955e-02, eta: 8 days, 21:11:51, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5180, loss_cls: 3.4015, loss: 3.4015, grad_norm: 1.9823 2020-07-24 03:13:38,180 - mmaction - INFO - Epoch [12][600/3757] lr: 9.955e-02, eta: 8 days, 21:11:13, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2516, top5_acc: 0.5070, loss_cls: 3.4848, loss: 3.4848, grad_norm: 1.9409 2020-07-24 03:13:54,019 - mmaction - INFO - Epoch [12][620/3757] lr: 9.955e-02, eta: 8 days, 21:10:38, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2367, top5_acc: 0.4969, loss_cls: 3.5491, loss: 3.5491, grad_norm: 1.9727 2020-07-24 03:14:09,844 - mmaction - INFO - Epoch [12][640/3757] lr: 9.955e-02, eta: 8 days, 21:10:03, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2508, top5_acc: 0.5086, loss_cls: 3.4691, loss: 3.4691, grad_norm: 1.9281 2020-07-24 03:14:25,626 - mmaction - INFO - Epoch [12][660/3757] lr: 9.955e-02, eta: 8 days, 21:09:25, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2570, top5_acc: 0.5312, loss_cls: 3.4053, loss: 3.4053, grad_norm: 1.9602 2020-07-24 03:14:41,490 - mmaction - INFO - Epoch [12][680/3757] lr: 9.955e-02, eta: 8 days, 21:08:51, time: 0.796, data_time: 0.005, memory: 6201, top1_acc: 0.2422, top5_acc: 0.5102, loss_cls: 3.4983, loss: 3.4983, grad_norm: 1.9066 2020-07-24 03:14:57,216 - mmaction - INFO - Epoch [12][700/3757] lr: 9.955e-02, eta: 8 days, 21:08:14, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.5055, loss_cls: 3.4684, loss: 3.4684, grad_norm: 1.9485 2020-07-24 03:15:13,003 - mmaction - INFO - Epoch [12][720/3757] lr: 9.955e-02, eta: 8 days, 21:07:37, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2422, top5_acc: 0.4750, loss_cls: 3.5837, loss: 3.5837, grad_norm: 1.9076 2020-07-24 03:15:28,796 - mmaction - INFO - Epoch [12][740/3757] lr: 9.955e-02, eta: 8 days, 21:07:01, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2422, top5_acc: 0.5125, loss_cls: 3.4615, loss: 3.4615, grad_norm: 1.8899 2020-07-24 03:15:44,548 - mmaction - INFO - Epoch [12][760/3757] lr: 9.955e-02, eta: 8 days, 21:06:24, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2516, top5_acc: 0.5000, loss_cls: 3.4384, loss: 3.4384, grad_norm: 1.9267 2020-07-24 03:16:00,308 - mmaction - INFO - Epoch [12][780/3757] lr: 9.955e-02, eta: 8 days, 21:05:47, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2570, top5_acc: 0.4977, loss_cls: 3.4834, loss: 3.4834, grad_norm: 1.8713 2020-07-24 03:16:16,057 - mmaction - INFO - Epoch [12][800/3757] lr: 9.955e-02, eta: 8 days, 21:05:10, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2359, top5_acc: 0.4992, loss_cls: 3.5301, loss: 3.5301, grad_norm: 1.9040 2020-07-24 03:16:31,784 - mmaction - INFO - Epoch [12][820/3757] lr: 9.955e-02, eta: 8 days, 21:04:32, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2281, top5_acc: 0.4906, loss_cls: 3.6074, loss: 3.6074, grad_norm: 1.9568 2020-07-24 03:16:47,602 - mmaction - INFO - Epoch [12][840/3757] lr: 9.955e-02, eta: 8 days, 21:03:56, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4828, loss_cls: 3.5699, loss: 3.5699, grad_norm: 1.9384 2020-07-24 03:17:03,421 - mmaction - INFO - Epoch [12][860/3757] lr: 9.955e-02, eta: 8 days, 21:03:22, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5023, loss_cls: 3.5481, loss: 3.5481, grad_norm: 1.9088 2020-07-24 03:17:19,175 - mmaction - INFO - Epoch [12][880/3757] lr: 9.955e-02, eta: 8 days, 21:02:45, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2539, top5_acc: 0.4852, loss_cls: 3.5880, loss: 3.5880, grad_norm: 1.9217 2020-07-24 03:17:34,957 - mmaction - INFO - Epoch [12][900/3757] lr: 9.955e-02, eta: 8 days, 21:02:09, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2555, top5_acc: 0.4867, loss_cls: 3.5945, loss: 3.5945, grad_norm: 1.8882 2020-07-24 03:17:50,728 - mmaction - INFO - Epoch [12][920/3757] lr: 9.955e-02, eta: 8 days, 21:01:32, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5031, loss_cls: 3.4800, loss: 3.4800, grad_norm: 1.9159 2020-07-24 03:18:06,513 - mmaction - INFO - Epoch [12][940/3757] lr: 9.955e-02, eta: 8 days, 21:00:56, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.4977, loss_cls: 3.4664, loss: 3.4664, grad_norm: 1.9067 2020-07-24 03:18:22,247 - mmaction - INFO - Epoch [12][960/3757] lr: 9.955e-02, eta: 8 days, 21:00:19, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2469, top5_acc: 0.4773, loss_cls: 3.5686, loss: 3.5686, grad_norm: 1.8962 2020-07-24 03:18:38,019 - mmaction - INFO - Epoch [12][980/3757] lr: 9.955e-02, eta: 8 days, 20:59:42, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2391, top5_acc: 0.4891, loss_cls: 3.5398, loss: 3.5398, grad_norm: 1.9214 2020-07-24 03:18:53,801 - mmaction - INFO - Epoch [12][1000/3757] lr: 9.955e-02, eta: 8 days, 20:59:06, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2484, top5_acc: 0.4703, loss_cls: 3.5189, loss: 3.5189, grad_norm: 1.9296 2020-07-24 03:19:09,526 - mmaction - INFO - Epoch [12][1020/3757] lr: 9.955e-02, eta: 8 days, 20:58:29, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2578, top5_acc: 0.4969, loss_cls: 3.5331, loss: 3.5331, grad_norm: 1.9237 2020-07-24 03:19:25,312 - mmaction - INFO - Epoch [12][1040/3757] lr: 9.955e-02, eta: 8 days, 20:57:53, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5180, loss_cls: 3.4867, loss: 3.4867, grad_norm: 1.9261 2020-07-24 03:19:41,085 - mmaction - INFO - Epoch [12][1060/3757] lr: 9.955e-02, eta: 8 days, 20:57:16, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2422, top5_acc: 0.4742, loss_cls: 3.6178, loss: 3.6178, grad_norm: 1.9352 2020-07-24 03:19:56,836 - mmaction - INFO - Epoch [12][1080/3757] lr: 9.955e-02, eta: 8 days, 20:56:40, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2437, top5_acc: 0.4695, loss_cls: 3.5887, loss: 3.5887, grad_norm: 1.9271 2020-07-24 03:20:12,594 - mmaction - INFO - Epoch [12][1100/3757] lr: 9.955e-02, eta: 8 days, 20:56:03, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5102, loss_cls: 3.4689, loss: 3.4689, grad_norm: 1.8673 2020-07-24 03:20:28,368 - mmaction - INFO - Epoch [12][1120/3757] lr: 9.955e-02, eta: 8 days, 20:55:27, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4867, loss_cls: 3.5073, loss: 3.5073, grad_norm: 1.9332 2020-07-24 03:20:44,144 - mmaction - INFO - Epoch [12][1140/3757] lr: 9.955e-02, eta: 8 days, 20:54:51, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2570, top5_acc: 0.5219, loss_cls: 3.4295, loss: 3.4295, grad_norm: 1.9419 2020-07-24 03:20:59,870 - mmaction - INFO - Epoch [12][1160/3757] lr: 9.955e-02, eta: 8 days, 20:54:14, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2445, top5_acc: 0.5055, loss_cls: 3.5060, loss: 3.5060, grad_norm: 1.9363 2020-07-24 03:21:15,596 - mmaction - INFO - Epoch [12][1180/3757] lr: 9.955e-02, eta: 8 days, 20:53:36, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.2492, top5_acc: 0.4953, loss_cls: 3.5235, loss: 3.5235, grad_norm: 1.9365 2020-07-24 03:21:31,404 - mmaction - INFO - Epoch [12][1200/3757] lr: 9.955e-02, eta: 8 days, 20:53:01, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4906, loss_cls: 3.5657, loss: 3.5657, grad_norm: 1.9521 2020-07-24 03:21:47,131 - mmaction - INFO - Epoch [12][1220/3757] lr: 9.955e-02, eta: 8 days, 20:52:24, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2437, top5_acc: 0.4898, loss_cls: 3.5370, loss: 3.5370, grad_norm: 1.9557 2020-07-24 03:22:02,872 - mmaction - INFO - Epoch [12][1240/3757] lr: 9.955e-02, eta: 8 days, 20:51:47, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4844, loss_cls: 3.5379, loss: 3.5379, grad_norm: 1.8858 2020-07-24 03:22:18,610 - mmaction - INFO - Epoch [12][1260/3757] lr: 9.955e-02, eta: 8 days, 20:51:10, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5227, loss_cls: 3.4263, loss: 3.4263, grad_norm: 1.9241 2020-07-24 03:22:34,339 - mmaction - INFO - Epoch [12][1280/3757] lr: 9.955e-02, eta: 8 days, 20:50:33, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2547, top5_acc: 0.5164, loss_cls: 3.5424, loss: 3.5424, grad_norm: 1.9458 2020-07-24 03:22:50,221 - mmaction - INFO - Epoch [12][1300/3757] lr: 9.955e-02, eta: 8 days, 20:49:59, time: 0.795, data_time: 0.004, memory: 6201, top1_acc: 0.2430, top5_acc: 0.4867, loss_cls: 3.5196, loss: 3.5196, grad_norm: 1.8957 2020-07-24 03:23:05,987 - mmaction - INFO - Epoch [12][1320/3757] lr: 9.955e-02, eta: 8 days, 20:49:23, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4914, loss_cls: 3.5189, loss: 3.5189, grad_norm: 1.9123 2020-07-24 03:23:21,910 - mmaction - INFO - Epoch [12][1340/3757] lr: 9.955e-02, eta: 8 days, 20:48:50, time: 0.796, data_time: 0.003, memory: 6201, top1_acc: 0.2453, top5_acc: 0.5078, loss_cls: 3.5060, loss: 3.5060, grad_norm: 1.9520 2020-07-24 03:23:37,641 - mmaction - INFO - Epoch [12][1360/3757] lr: 9.955e-02, eta: 8 days, 20:48:13, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5328, loss_cls: 3.4153, loss: 3.4153, grad_norm: 1.9047 2020-07-24 03:23:53,447 - mmaction - INFO - Epoch [12][1380/3757] lr: 9.955e-02, eta: 8 days, 20:47:38, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5102, loss_cls: 3.4957, loss: 3.4957, grad_norm: 1.9173 2020-07-24 03:24:09,211 - mmaction - INFO - Epoch [12][1400/3757] lr: 9.955e-02, eta: 8 days, 20:47:02, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2352, top5_acc: 0.4742, loss_cls: 3.5667, loss: 3.5667, grad_norm: 1.8960 2020-07-24 03:24:25,030 - mmaction - INFO - Epoch [12][1420/3757] lr: 9.955e-02, eta: 8 days, 20:46:27, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2328, top5_acc: 0.4844, loss_cls: 3.5534, loss: 3.5534, grad_norm: 1.9165 2020-07-24 03:24:40,809 - mmaction - INFO - Epoch [12][1440/3757] lr: 9.955e-02, eta: 8 days, 20:45:51, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2500, top5_acc: 0.4891, loss_cls: 3.5632, loss: 3.5632, grad_norm: 1.8887 2020-07-24 03:24:56,591 - mmaction - INFO - Epoch [12][1460/3757] lr: 9.955e-02, eta: 8 days, 20:45:15, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2578, top5_acc: 0.5133, loss_cls: 3.4507, loss: 3.4507, grad_norm: 1.9352 2020-07-24 03:25:12,340 - mmaction - INFO - Epoch [12][1480/3757] lr: 9.955e-02, eta: 8 days, 20:44:39, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2586, top5_acc: 0.4961, loss_cls: 3.4479, loss: 3.4479, grad_norm: 1.9028 2020-07-24 03:25:28,103 - mmaction - INFO - Epoch [12][1500/3757] lr: 9.955e-02, eta: 8 days, 20:44:03, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4773, loss_cls: 3.5842, loss: 3.5842, grad_norm: 1.8796 2020-07-24 03:25:43,883 - mmaction - INFO - Epoch [12][1520/3757] lr: 9.955e-02, eta: 8 days, 20:43:27, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2469, top5_acc: 0.4984, loss_cls: 3.5394, loss: 3.5394, grad_norm: 1.8923 2020-07-24 03:25:59,674 - mmaction - INFO - Epoch [12][1540/3757] lr: 9.955e-02, eta: 8 days, 20:42:52, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2469, top5_acc: 0.4656, loss_cls: 3.6057, loss: 3.6057, grad_norm: 1.9439 2020-07-24 03:26:15,412 - mmaction - INFO - Epoch [12][1560/3757] lr: 9.955e-02, eta: 8 days, 20:42:15, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2484, top5_acc: 0.4781, loss_cls: 3.5888, loss: 3.5888, grad_norm: 1.9140 2020-07-24 03:26:31,236 - mmaction - INFO - Epoch [12][1580/3757] lr: 9.955e-02, eta: 8 days, 20:41:41, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2328, top5_acc: 0.4797, loss_cls: 3.5846, loss: 3.5846, grad_norm: 1.9063 2020-07-24 03:26:47,011 - mmaction - INFO - Epoch [12][1600/3757] lr: 9.955e-02, eta: 8 days, 20:41:05, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4914, loss_cls: 3.5771, loss: 3.5771, grad_norm: 1.9057 2020-07-24 03:27:02,787 - mmaction - INFO - Epoch [12][1620/3757] lr: 9.955e-02, eta: 8 days, 20:40:29, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2500, top5_acc: 0.5039, loss_cls: 3.4894, loss: 3.4894, grad_norm: 1.8732 2020-07-24 03:27:18,583 - mmaction - INFO - Epoch [12][1640/3757] lr: 9.955e-02, eta: 8 days, 20:39:54, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5164, loss_cls: 3.3612, loss: 3.3612, grad_norm: 1.8930 2020-07-24 03:27:34,341 - mmaction - INFO - Epoch [12][1660/3757] lr: 9.955e-02, eta: 8 days, 20:39:18, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2477, top5_acc: 0.5070, loss_cls: 3.5292, loss: 3.5292, grad_norm: 1.9080 2020-07-24 03:27:50,142 - mmaction - INFO - Epoch [12][1680/3757] lr: 9.955e-02, eta: 8 days, 20:38:42, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2328, top5_acc: 0.4750, loss_cls: 3.5822, loss: 3.5822, grad_norm: 1.9280 2020-07-24 03:28:05,940 - mmaction - INFO - Epoch [12][1700/3757] lr: 9.955e-02, eta: 8 days, 20:38:08, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2492, top5_acc: 0.5219, loss_cls: 3.3806, loss: 3.3806, grad_norm: 1.9366 2020-07-24 03:28:21,757 - mmaction - INFO - Epoch [12][1720/3757] lr: 9.955e-02, eta: 8 days, 20:37:33, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2437, top5_acc: 0.4703, loss_cls: 3.5473, loss: 3.5473, grad_norm: 1.9616 2020-07-24 03:28:37,538 - mmaction - INFO - Epoch [12][1740/3757] lr: 9.955e-02, eta: 8 days, 20:36:57, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2703, top5_acc: 0.4969, loss_cls: 3.5005, loss: 3.5005, grad_norm: 1.8669 2020-07-24 03:28:53,296 - mmaction - INFO - Epoch [12][1760/3757] lr: 9.955e-02, eta: 8 days, 20:36:21, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2383, top5_acc: 0.4773, loss_cls: 3.5857, loss: 3.5857, grad_norm: 1.8711 2020-07-24 03:29:09,059 - mmaction - INFO - Epoch [12][1780/3757] lr: 9.955e-02, eta: 8 days, 20:35:46, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2570, top5_acc: 0.4938, loss_cls: 3.5456, loss: 3.5456, grad_norm: 1.8756 2020-07-24 03:29:24,904 - mmaction - INFO - Epoch [12][1800/3757] lr: 9.955e-02, eta: 8 days, 20:35:12, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2398, top5_acc: 0.5055, loss_cls: 3.5417, loss: 3.5417, grad_norm: 1.9787 2020-07-24 03:29:40,670 - mmaction - INFO - Epoch [12][1820/3757] lr: 9.955e-02, eta: 8 days, 20:34:36, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2578, top5_acc: 0.4805, loss_cls: 3.5576, loss: 3.5576, grad_norm: 1.9418 2020-07-24 03:29:56,454 - mmaction - INFO - Epoch [12][1840/3757] lr: 9.955e-02, eta: 8 days, 20:34:00, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2453, top5_acc: 0.5039, loss_cls: 3.5616, loss: 3.5616, grad_norm: 1.9661 2020-07-24 03:30:12,293 - mmaction - INFO - Epoch [12][1860/3757] lr: 9.955e-02, eta: 8 days, 20:33:26, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2523, top5_acc: 0.5102, loss_cls: 3.5215, loss: 3.5215, grad_norm: 1.9174 2020-07-24 03:30:28,080 - mmaction - INFO - Epoch [12][1880/3757] lr: 9.955e-02, eta: 8 days, 20:32:51, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4828, loss_cls: 3.5682, loss: 3.5682, grad_norm: 1.9080 2020-07-24 03:30:43,862 - mmaction - INFO - Epoch [12][1900/3757] lr: 9.955e-02, eta: 8 days, 20:32:16, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2516, top5_acc: 0.4906, loss_cls: 3.5233, loss: 3.5233, grad_norm: 1.9613 2020-07-24 03:30:59,664 - mmaction - INFO - Epoch [12][1920/3757] lr: 9.955e-02, eta: 8 days, 20:31:41, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2484, top5_acc: 0.4867, loss_cls: 3.5762, loss: 3.5762, grad_norm: 1.9175 2020-07-24 03:31:15,418 - mmaction - INFO - Epoch [12][1940/3757] lr: 9.955e-02, eta: 8 days, 20:31:05, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2352, top5_acc: 0.4898, loss_cls: 3.6078, loss: 3.6078, grad_norm: 1.9141 2020-07-24 03:31:31,237 - mmaction - INFO - Epoch [12][1960/3757] lr: 9.955e-02, eta: 8 days, 20:30:31, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.4875, loss_cls: 3.4596, loss: 3.4596, grad_norm: 1.8685 2020-07-24 03:31:47,015 - mmaction - INFO - Epoch [12][1980/3757] lr: 9.955e-02, eta: 8 days, 20:29:55, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2492, top5_acc: 0.4828, loss_cls: 3.5692, loss: 3.5692, grad_norm: 1.9227 2020-07-24 03:32:02,870 - mmaction - INFO - Epoch [12][2000/3757] lr: 9.955e-02, eta: 8 days, 20:29:22, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2203, top5_acc: 0.4945, loss_cls: 3.6278, loss: 3.6278, grad_norm: 1.9141 2020-07-24 03:32:18,660 - mmaction - INFO - Epoch [12][2020/3757] lr: 9.955e-02, eta: 8 days, 20:28:46, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2297, top5_acc: 0.4797, loss_cls: 3.6146, loss: 3.6146, grad_norm: 1.9151 2020-07-24 03:32:34,467 - mmaction - INFO - Epoch [12][2040/3757] lr: 9.955e-02, eta: 8 days, 20:28:12, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2625, top5_acc: 0.4828, loss_cls: 3.5729, loss: 3.5729, grad_norm: 1.9600 2020-07-24 03:32:50,250 - mmaction - INFO - Epoch [12][2060/3757] lr: 9.955e-02, eta: 8 days, 20:27:37, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4781, loss_cls: 3.5660, loss: 3.5660, grad_norm: 1.9232 2020-07-24 03:33:06,052 - mmaction - INFO - Epoch [12][2080/3757] lr: 9.955e-02, eta: 8 days, 20:27:02, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2578, top5_acc: 0.5125, loss_cls: 3.4702, loss: 3.4702, grad_norm: 1.9167 2020-07-24 03:33:21,867 - mmaction - INFO - Epoch [12][2100/3757] lr: 9.955e-02, eta: 8 days, 20:26:28, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2375, top5_acc: 0.4805, loss_cls: 3.5849, loss: 3.5849, grad_norm: 1.9511 2020-07-24 03:33:37,581 - mmaction - INFO - Epoch [12][2120/3757] lr: 9.955e-02, eta: 8 days, 20:25:51, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2250, top5_acc: 0.4906, loss_cls: 3.5665, loss: 3.5665, grad_norm: 1.9073 2020-07-24 03:33:53,431 - mmaction - INFO - Epoch [12][2140/3757] lr: 9.955e-02, eta: 8 days, 20:25:17, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2492, top5_acc: 0.4992, loss_cls: 3.5545, loss: 3.5545, grad_norm: 1.9262 2020-07-24 03:34:09,277 - mmaction - INFO - Epoch [12][2160/3757] lr: 9.955e-02, eta: 8 days, 20:24:43, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2531, top5_acc: 0.5125, loss_cls: 3.4990, loss: 3.4990, grad_norm: 1.9138 2020-07-24 03:34:25,049 - mmaction - INFO - Epoch [12][2180/3757] lr: 9.955e-02, eta: 8 days, 20:24:08, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5078, loss_cls: 3.4793, loss: 3.4793, grad_norm: 1.9193 2020-07-24 03:34:40,845 - mmaction - INFO - Epoch [12][2200/3757] lr: 9.955e-02, eta: 8 days, 20:23:33, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2703, top5_acc: 0.4992, loss_cls: 3.4131, loss: 3.4131, grad_norm: 1.9059 2020-07-24 03:34:56,642 - mmaction - INFO - Epoch [12][2220/3757] lr: 9.955e-02, eta: 8 days, 20:22:59, time: 0.791, data_time: 0.005, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4781, loss_cls: 3.5962, loss: 3.5962, grad_norm: 2.0147 2020-07-24 03:35:12,427 - mmaction - INFO - Epoch [12][2240/3757] lr: 9.955e-02, eta: 8 days, 20:22:24, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2484, top5_acc: 0.4852, loss_cls: 3.5265, loss: 3.5265, grad_norm: 1.9669 2020-07-24 03:35:28,191 - mmaction - INFO - Epoch [12][2260/3757] lr: 9.955e-02, eta: 8 days, 20:21:49, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2531, top5_acc: 0.5109, loss_cls: 3.4883, loss: 3.4883, grad_norm: 1.9564 2020-07-24 03:35:43,940 - mmaction - INFO - Epoch [12][2280/3757] lr: 9.955e-02, eta: 8 days, 20:21:13, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.5312, loss_cls: 3.4319, loss: 3.4319, grad_norm: 1.9156 2020-07-24 03:35:59,692 - mmaction - INFO - Epoch [12][2300/3757] lr: 9.955e-02, eta: 8 days, 20:20:37, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2453, top5_acc: 0.4938, loss_cls: 3.5428, loss: 3.5428, grad_norm: 1.9384 2020-07-24 03:36:15,475 - mmaction - INFO - Epoch [12][2320/3757] lr: 9.955e-02, eta: 8 days, 20:20:02, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2531, top5_acc: 0.4930, loss_cls: 3.5526, loss: 3.5526, grad_norm: 1.9367 2020-07-24 03:36:31,243 - mmaction - INFO - Epoch [12][2340/3757] lr: 9.955e-02, eta: 8 days, 20:19:27, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2445, top5_acc: 0.5039, loss_cls: 3.4941, loss: 3.4941, grad_norm: 1.9605 2020-07-24 03:36:46,991 - mmaction - INFO - Epoch [12][2360/3757] lr: 9.955e-02, eta: 8 days, 20:18:51, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2375, top5_acc: 0.4844, loss_cls: 3.5514, loss: 3.5514, grad_norm: 1.9304 2020-07-24 03:37:02,767 - mmaction - INFO - Epoch [12][2380/3757] lr: 9.955e-02, eta: 8 days, 20:18:16, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2516, top5_acc: 0.4859, loss_cls: 3.5097, loss: 3.5097, grad_norm: 1.9716 2020-07-24 03:37:18,460 - mmaction - INFO - Epoch [12][2400/3757] lr: 9.955e-02, eta: 8 days, 20:17:40, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2391, top5_acc: 0.4844, loss_cls: 3.5905, loss: 3.5905, grad_norm: 1.9237 2020-07-24 03:37:34,226 - mmaction - INFO - Epoch [12][2420/3757] lr: 9.955e-02, eta: 8 days, 20:17:04, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.5047, loss_cls: 3.4710, loss: 3.4710, grad_norm: 1.8776 2020-07-24 03:37:50,000 - mmaction - INFO - Epoch [12][2440/3757] lr: 9.955e-02, eta: 8 days, 20:16:30, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5047, loss_cls: 3.4881, loss: 3.4881, grad_norm: 1.8913 2020-07-24 03:38:05,734 - mmaction - INFO - Epoch [12][2460/3757] lr: 9.955e-02, eta: 8 days, 20:15:54, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2500, top5_acc: 0.5062, loss_cls: 3.5217, loss: 3.5217, grad_norm: 1.9584 2020-07-24 03:38:21,520 - mmaction - INFO - Epoch [12][2480/3757] lr: 9.955e-02, eta: 8 days, 20:15:19, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2352, top5_acc: 0.4820, loss_cls: 3.5975, loss: 3.5975, grad_norm: 1.9421 2020-07-24 03:38:37,286 - mmaction - INFO - Epoch [12][2500/3757] lr: 9.955e-02, eta: 8 days, 20:14:43, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4922, loss_cls: 3.5280, loss: 3.5280, grad_norm: 1.8876 2020-07-24 03:38:53,022 - mmaction - INFO - Epoch [12][2520/3757] lr: 9.955e-02, eta: 8 days, 20:14:08, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5031, loss_cls: 3.4506, loss: 3.4506, grad_norm: 1.8596 2020-07-24 03:39:08,825 - mmaction - INFO - Epoch [12][2540/3757] lr: 9.955e-02, eta: 8 days, 20:13:34, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2273, top5_acc: 0.4898, loss_cls: 3.5901, loss: 3.5901, grad_norm: 1.9482 2020-07-24 03:39:24,565 - mmaction - INFO - Epoch [12][2560/3757] lr: 9.955e-02, eta: 8 days, 20:12:58, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2469, top5_acc: 0.4891, loss_cls: 3.6111, loss: 3.6111, grad_norm: 1.9269 2020-07-24 03:39:40,317 - mmaction - INFO - Epoch [12][2580/3757] lr: 9.955e-02, eta: 8 days, 20:12:23, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2539, top5_acc: 0.5078, loss_cls: 3.4327, loss: 3.4327, grad_norm: 1.9194 2020-07-24 03:39:56,065 - mmaction - INFO - Epoch [12][2600/3757] lr: 9.955e-02, eta: 8 days, 20:11:47, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5211, loss_cls: 3.4259, loss: 3.4259, grad_norm: 2.0175 2020-07-24 03:40:11,814 - mmaction - INFO - Epoch [12][2620/3757] lr: 9.955e-02, eta: 8 days, 20:11:12, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2516, top5_acc: 0.4875, loss_cls: 3.5466, loss: 3.5466, grad_norm: 1.9332 2020-07-24 03:40:27,560 - mmaction - INFO - Epoch [12][2640/3757] lr: 9.955e-02, eta: 8 days, 20:10:37, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4805, loss_cls: 3.5287, loss: 3.5287, grad_norm: 1.8848 2020-07-24 03:40:43,321 - mmaction - INFO - Epoch [12][2660/3757] lr: 9.955e-02, eta: 8 days, 20:10:02, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.4930, loss_cls: 3.4605, loss: 3.4605, grad_norm: 1.9041 2020-07-24 03:40:59,184 - mmaction - INFO - Epoch [12][2680/3757] lr: 9.955e-02, eta: 8 days, 20:09:29, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5156, loss_cls: 3.4147, loss: 3.4147, grad_norm: 1.9279 2020-07-24 03:41:14,970 - mmaction - INFO - Epoch [12][2700/3757] lr: 9.955e-02, eta: 8 days, 20:08:54, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2305, top5_acc: 0.4750, loss_cls: 3.5666, loss: 3.5666, grad_norm: 1.9043 2020-07-24 03:41:30,816 - mmaction - INFO - Epoch [12][2720/3757] lr: 9.955e-02, eta: 8 days, 20:08:21, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.5133, loss_cls: 3.4997, loss: 3.4997, grad_norm: 1.9593 2020-07-24 03:41:46,567 - mmaction - INFO - Epoch [12][2740/3757] lr: 9.955e-02, eta: 8 days, 20:07:45, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5039, loss_cls: 3.4462, loss: 3.4462, grad_norm: 1.9782 2020-07-24 03:42:02,374 - mmaction - INFO - Epoch [12][2760/3757] lr: 9.955e-02, eta: 8 days, 20:07:12, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4820, loss_cls: 3.5764, loss: 3.5764, grad_norm: 1.9671 2020-07-24 03:42:18,146 - mmaction - INFO - Epoch [12][2780/3757] lr: 9.955e-02, eta: 8 days, 20:06:37, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2305, top5_acc: 0.4781, loss_cls: 3.6615, loss: 3.6615, grad_norm: 1.9469 2020-07-24 03:42:33,926 - mmaction - INFO - Epoch [12][2800/3757] lr: 9.955e-02, eta: 8 days, 20:06:02, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2539, top5_acc: 0.4930, loss_cls: 3.5460, loss: 3.5460, grad_norm: 1.8916 2020-07-24 03:42:49,719 - mmaction - INFO - Epoch [12][2820/3757] lr: 9.955e-02, eta: 8 days, 20:05:28, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4805, loss_cls: 3.5401, loss: 3.5401, grad_norm: 1.9419 2020-07-24 03:43:05,485 - mmaction - INFO - Epoch [12][2840/3757] lr: 9.955e-02, eta: 8 days, 20:04:53, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2609, top5_acc: 0.4914, loss_cls: 3.5180, loss: 3.5180, grad_norm: 1.9384 2020-07-24 03:43:21,329 - mmaction - INFO - Epoch [12][2860/3757] lr: 9.955e-02, eta: 8 days, 20:04:19, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2508, top5_acc: 0.5297, loss_cls: 3.4145, loss: 3.4145, grad_norm: 1.9173 2020-07-24 03:43:37,043 - mmaction - INFO - Epoch [12][2880/3757] lr: 9.955e-02, eta: 8 days, 20:03:44, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2539, top5_acc: 0.4836, loss_cls: 3.5808, loss: 3.5808, grad_norm: 1.9947 2020-07-24 03:43:52,811 - mmaction - INFO - Epoch [12][2900/3757] lr: 9.955e-02, eta: 8 days, 20:03:09, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2461, top5_acc: 0.4875, loss_cls: 3.5464, loss: 3.5464, grad_norm: 1.9273 2020-07-24 03:44:08,596 - mmaction - INFO - Epoch [12][2920/3757] lr: 9.955e-02, eta: 8 days, 20:02:35, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4891, loss_cls: 3.5866, loss: 3.5866, grad_norm: 1.9362 2020-07-24 03:44:24,409 - mmaction - INFO - Epoch [12][2940/3757] lr: 9.955e-02, eta: 8 days, 20:02:01, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5172, loss_cls: 3.4950, loss: 3.4950, grad_norm: 1.8884 2020-07-24 03:44:40,130 - mmaction - INFO - Epoch [12][2960/3757] lr: 9.955e-02, eta: 8 days, 20:01:25, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2383, top5_acc: 0.4758, loss_cls: 3.5665, loss: 3.5665, grad_norm: 1.9352 2020-07-24 03:44:55,891 - mmaction - INFO - Epoch [12][2980/3757] lr: 9.955e-02, eta: 8 days, 20:00:51, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2531, top5_acc: 0.4867, loss_cls: 3.5431, loss: 3.5431, grad_norm: 1.8616 2020-07-24 03:45:11,660 - mmaction - INFO - Epoch [12][3000/3757] lr: 9.955e-02, eta: 8 days, 20:00:16, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2562, top5_acc: 0.5141, loss_cls: 3.4344, loss: 3.4344, grad_norm: 1.8764 2020-07-24 03:45:27,440 - mmaction - INFO - Epoch [12][3020/3757] lr: 9.955e-02, eta: 8 days, 19:59:41, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2375, top5_acc: 0.4859, loss_cls: 3.5255, loss: 3.5255, grad_norm: 1.9196 2020-07-24 03:45:43,175 - mmaction - INFO - Epoch [12][3040/3757] lr: 9.955e-02, eta: 8 days, 19:59:06, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2484, top5_acc: 0.4914, loss_cls: 3.5419, loss: 3.5419, grad_norm: 1.8940 2020-07-24 03:45:58,967 - mmaction - INFO - Epoch [12][3060/3757] lr: 9.955e-02, eta: 8 days, 19:58:32, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2469, top5_acc: 0.4914, loss_cls: 3.5415, loss: 3.5415, grad_norm: 1.9253 2020-07-24 03:46:14,691 - mmaction - INFO - Epoch [12][3080/3757] lr: 9.955e-02, eta: 8 days, 19:57:57, time: 0.788, data_time: 0.005, memory: 6201, top1_acc: 0.2492, top5_acc: 0.5055, loss_cls: 3.4667, loss: 3.4667, grad_norm: 1.9609 2020-07-24 03:46:30,434 - mmaction - INFO - Epoch [12][3100/3757] lr: 9.955e-02, eta: 8 days, 19:57:22, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2414, top5_acc: 0.5078, loss_cls: 3.5162, loss: 3.5162, grad_norm: 1.9576 2020-07-24 03:46:46,196 - mmaction - INFO - Epoch [12][3120/3757] lr: 9.955e-02, eta: 8 days, 19:56:47, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2492, top5_acc: 0.4898, loss_cls: 3.5319, loss: 3.5319, grad_norm: 1.9604 2020-07-24 03:47:01,965 - mmaction - INFO - Epoch [12][3140/3757] lr: 9.955e-02, eta: 8 days, 19:56:13, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2375, top5_acc: 0.4836, loss_cls: 3.5699, loss: 3.5699, grad_norm: 1.8863 2020-07-24 03:47:17,715 - mmaction - INFO - Epoch [12][3160/3757] lr: 9.955e-02, eta: 8 days, 19:55:38, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2570, top5_acc: 0.4992, loss_cls: 3.4663, loss: 3.4663, grad_norm: 1.8852 2020-07-24 03:47:33,467 - mmaction - INFO - Epoch [12][3180/3757] lr: 9.955e-02, eta: 8 days, 19:55:03, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.4719, loss_cls: 3.6336, loss: 3.6336, grad_norm: 1.9399 2020-07-24 03:47:49,251 - mmaction - INFO - Epoch [12][3200/3757] lr: 9.955e-02, eta: 8 days, 19:54:29, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2531, top5_acc: 0.4898, loss_cls: 3.5642, loss: 3.5642, grad_norm: 1.9229 2020-07-24 03:48:05,020 - mmaction - INFO - Epoch [12][3220/3757] lr: 9.955e-02, eta: 8 days, 19:53:54, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2492, top5_acc: 0.4875, loss_cls: 3.6371, loss: 3.6371, grad_norm: 1.9158 2020-07-24 03:48:20,802 - mmaction - INFO - Epoch [12][3240/3757] lr: 9.955e-02, eta: 8 days, 19:53:20, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4898, loss_cls: 3.5160, loss: 3.5160, grad_norm: 1.9438 2020-07-24 03:48:36,605 - mmaction - INFO - Epoch [12][3260/3757] lr: 9.955e-02, eta: 8 days, 19:52:46, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5133, loss_cls: 3.5062, loss: 3.5062, grad_norm: 1.8455 2020-07-24 03:48:52,401 - mmaction - INFO - Epoch [12][3280/3757] lr: 9.955e-02, eta: 8 days, 19:52:12, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2367, top5_acc: 0.4727, loss_cls: 3.6135, loss: 3.6135, grad_norm: 1.9182 2020-07-24 03:49:08,133 - mmaction - INFO - Epoch [12][3300/3757] lr: 9.955e-02, eta: 8 days, 19:51:37, time: 0.788, data_time: 0.005, memory: 6201, top1_acc: 0.2375, top5_acc: 0.4930, loss_cls: 3.5358, loss: 3.5358, grad_norm: 1.9628 2020-07-24 03:49:23,853 - mmaction - INFO - Epoch [12][3320/3757] lr: 9.955e-02, eta: 8 days, 19:51:02, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5016, loss_cls: 3.4880, loss: 3.4880, grad_norm: 1.9181 2020-07-24 03:49:39,583 - mmaction - INFO - Epoch [12][3340/3757] lr: 9.955e-02, eta: 8 days, 19:50:27, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2477, top5_acc: 0.5117, loss_cls: 3.5137, loss: 3.5137, grad_norm: 1.9264 2020-07-24 03:49:55,344 - mmaction - INFO - Epoch [12][3360/3757] lr: 9.955e-02, eta: 8 days, 19:49:52, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2516, top5_acc: 0.5102, loss_cls: 3.4869, loss: 3.4869, grad_norm: 1.9676 2020-07-24 03:50:11,085 - mmaction - INFO - Epoch [12][3380/3757] lr: 9.955e-02, eta: 8 days, 19:49:18, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2469, top5_acc: 0.5086, loss_cls: 3.5015, loss: 3.5015, grad_norm: 1.9209 2020-07-24 03:50:26,867 - mmaction - INFO - Epoch [12][3400/3757] lr: 9.955e-02, eta: 8 days, 19:48:44, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.4945, loss_cls: 3.5102, loss: 3.5102, grad_norm: 1.8918 2020-07-24 03:50:42,614 - mmaction - INFO - Epoch [12][3420/3757] lr: 9.955e-02, eta: 8 days, 19:48:09, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.4930, loss_cls: 3.4596, loss: 3.4596, grad_norm: 1.9254 2020-07-24 03:50:58,329 - mmaction - INFO - Epoch [12][3440/3757] lr: 9.955e-02, eta: 8 days, 19:47:33, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4891, loss_cls: 3.5956, loss: 3.5956, grad_norm: 1.9328 2020-07-24 03:51:14,080 - mmaction - INFO - Epoch [12][3460/3757] lr: 9.955e-02, eta: 8 days, 19:46:59, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2500, top5_acc: 0.5000, loss_cls: 3.5247, loss: 3.5247, grad_norm: 1.8988 2020-07-24 03:51:29,826 - mmaction - INFO - Epoch [12][3480/3757] lr: 9.955e-02, eta: 8 days, 19:46:24, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2461, top5_acc: 0.5047, loss_cls: 3.4941, loss: 3.4941, grad_norm: 1.9232 2020-07-24 03:51:45,561 - mmaction - INFO - Epoch [12][3500/3757] lr: 9.955e-02, eta: 8 days, 19:45:49, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2352, top5_acc: 0.4734, loss_cls: 3.5907, loss: 3.5907, grad_norm: 1.9241 2020-07-24 03:52:01,407 - mmaction - INFO - Epoch [12][3520/3757] lr: 9.955e-02, eta: 8 days, 19:45:16, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2578, top5_acc: 0.5180, loss_cls: 3.4736, loss: 3.4736, grad_norm: 1.9124 2020-07-24 03:52:17,124 - mmaction - INFO - Epoch [12][3540/3757] lr: 9.955e-02, eta: 8 days, 19:44:41, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2477, top5_acc: 0.4875, loss_cls: 3.4706, loss: 3.4706, grad_norm: 1.9224 2020-07-24 03:52:32,847 - mmaction - INFO - Epoch [12][3560/3757] lr: 9.955e-02, eta: 8 days, 19:44:06, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2352, top5_acc: 0.4961, loss_cls: 3.5650, loss: 3.5650, grad_norm: 1.9263 2020-07-24 03:52:48,569 - mmaction - INFO - Epoch [12][3580/3757] lr: 9.955e-02, eta: 8 days, 19:43:31, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4945, loss_cls: 3.5262, loss: 3.5262, grad_norm: 1.9173 2020-07-24 03:53:04,374 - mmaction - INFO - Epoch [12][3600/3757] lr: 9.955e-02, eta: 8 days, 19:42:58, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2484, top5_acc: 0.4828, loss_cls: 3.6307, loss: 3.6307, grad_norm: 1.9425 2020-07-24 03:53:20,240 - mmaction - INFO - Epoch [12][3620/3757] lr: 9.955e-02, eta: 8 days, 19:42:26, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4898, loss_cls: 3.5326, loss: 3.5326, grad_norm: 1.9106 2020-07-24 03:53:36,067 - mmaction - INFO - Epoch [12][3640/3757] lr: 9.955e-02, eta: 8 days, 19:41:53, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2359, top5_acc: 0.4875, loss_cls: 3.5527, loss: 3.5527, grad_norm: 1.9747 2020-07-24 03:53:51,804 - mmaction - INFO - Epoch [12][3660/3757] lr: 9.955e-02, eta: 8 days, 19:41:18, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5031, loss_cls: 3.5053, loss: 3.5053, grad_norm: 1.8949 2020-07-24 03:54:07,562 - mmaction - INFO - Epoch [12][3680/3757] lr: 9.955e-02, eta: 8 days, 19:40:44, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2547, top5_acc: 0.5031, loss_cls: 3.4895, loss: 3.4895, grad_norm: 1.9061 2020-07-24 03:54:23,366 - mmaction - INFO - Epoch [12][3700/3757] lr: 9.955e-02, eta: 8 days, 19:40:11, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5180, loss_cls: 3.4461, loss: 3.4461, grad_norm: 1.9543 2020-07-24 03:54:39,097 - mmaction - INFO - Epoch [12][3720/3757] lr: 9.955e-02, eta: 8 days, 19:39:35, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.5133, loss_cls: 3.4641, loss: 3.4641, grad_norm: 1.9785 2020-07-24 03:54:54,930 - mmaction - INFO - Epoch [12][3740/3757] lr: 9.955e-02, eta: 8 days, 19:39:03, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2531, top5_acc: 0.4828, loss_cls: 3.5007, loss: 3.5007, grad_norm: 1.9285 2020-07-24 03:55:13,401 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-07-24 03:58:04,700 - mmaction - INFO - Epoch [13][20/3757] lr: 9.946e-02, eta: 8 days, 20:25:41, time: 8.496, data_time: 7.597, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5078, loss_cls: 3.4641, loss: 3.4641, grad_norm: 1.8939 2020-07-24 03:58:20,476 - mmaction - INFO - Epoch [13][40/3757] lr: 9.946e-02, eta: 8 days, 20:25:06, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2578, top5_acc: 0.5062, loss_cls: 3.4445, loss: 3.4445, grad_norm: 1.9964 2020-07-24 03:58:36,190 - mmaction - INFO - Epoch [13][60/3757] lr: 9.946e-02, eta: 8 days, 20:24:29, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5172, loss_cls: 3.3779, loss: 3.3779, grad_norm: 1.9842 2020-07-24 03:58:52,706 - mmaction - INFO - Epoch [13][80/3757] lr: 9.946e-02, eta: 8 days, 20:24:09, time: 0.827, data_time: 0.004, memory: 6201, top1_acc: 0.2492, top5_acc: 0.4883, loss_cls: 3.5347, loss: 3.5347, grad_norm: 1.9926 2020-07-24 03:59:08,989 - mmaction - INFO - Epoch [13][100/3757] lr: 9.946e-02, eta: 8 days, 20:23:44, time: 0.814, data_time: 0.007, memory: 6201, top1_acc: 0.2648, top5_acc: 0.4930, loss_cls: 3.4596, loss: 3.4596, grad_norm: 1.8946 2020-07-24 03:59:25,769 - mmaction - INFO - Epoch [13][120/3757] lr: 9.946e-02, eta: 8 days, 20:23:30, time: 0.839, data_time: 0.003, memory: 6201, top1_acc: 0.2391, top5_acc: 0.4906, loss_cls: 3.5462, loss: 3.5462, grad_norm: 1.8951 2020-07-24 03:59:41,620 - mmaction - INFO - Epoch [13][140/3757] lr: 9.946e-02, eta: 8 days, 20:22:56, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2445, top5_acc: 0.5000, loss_cls: 3.4998, loss: 3.4998, grad_norm: 1.8910 2020-07-24 03:59:57,436 - mmaction - INFO - Epoch [13][160/3757] lr: 9.946e-02, eta: 8 days, 20:22:22, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2445, top5_acc: 0.5102, loss_cls: 3.4712, loss: 3.4712, grad_norm: 1.9620 2020-07-24 04:00:18,503 - mmaction - INFO - Epoch [13][180/3757] lr: 9.946e-02, eta: 8 days, 20:23:33, time: 1.051, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.4930, loss_cls: 3.4889, loss: 3.4889, grad_norm: 1.9273 2020-07-24 04:00:34,344 - mmaction - INFO - Epoch [13][200/3757] lr: 9.946e-02, eta: 8 days, 20:23:00, time: 0.793, data_time: 0.006, memory: 6201, top1_acc: 0.2461, top5_acc: 0.5188, loss_cls: 3.4938, loss: 3.4938, grad_norm: 1.9080 2020-07-24 04:00:50,172 - mmaction - INFO - Epoch [13][220/3757] lr: 9.946e-02, eta: 8 days, 20:22:26, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5227, loss_cls: 3.4254, loss: 3.4254, grad_norm: 1.9674 2020-07-24 04:01:05,931 - mmaction - INFO - Epoch [13][240/3757] lr: 9.946e-02, eta: 8 days, 20:21:51, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5109, loss_cls: 3.4631, loss: 3.4631, grad_norm: 1.9039 2020-07-24 04:01:21,697 - mmaction - INFO - Epoch [13][260/3757] lr: 9.946e-02, eta: 8 days, 20:21:15, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4906, loss_cls: 3.4986, loss: 3.4986, grad_norm: 1.9844 2020-07-24 04:01:37,505 - mmaction - INFO - Epoch [13][280/3757] lr: 9.946e-02, eta: 8 days, 20:20:41, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2422, top5_acc: 0.5023, loss_cls: 3.5647, loss: 3.5647, grad_norm: 1.9965 2020-07-24 04:01:53,309 - mmaction - INFO - Epoch [13][300/3757] lr: 9.946e-02, eta: 8 days, 20:20:06, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2453, top5_acc: 0.4734, loss_cls: 3.5746, loss: 3.5746, grad_norm: 1.9400 2020-07-24 04:02:09,163 - mmaction - INFO - Epoch [13][320/3757] lr: 9.946e-02, eta: 8 days, 20:19:33, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2633, top5_acc: 0.4883, loss_cls: 3.4867, loss: 3.4867, grad_norm: 1.9731 2020-07-24 04:02:24,965 - mmaction - INFO - Epoch [13][340/3757] lr: 9.946e-02, eta: 8 days, 20:18:59, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2352, top5_acc: 0.5023, loss_cls: 3.5576, loss: 3.5576, grad_norm: 1.9043 2020-07-24 04:02:40,806 - mmaction - INFO - Epoch [13][360/3757] lr: 9.946e-02, eta: 8 days, 20:18:25, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2578, top5_acc: 0.5016, loss_cls: 3.5050, loss: 3.5050, grad_norm: 1.9148 2020-07-24 04:02:56,590 - mmaction - INFO - Epoch [13][380/3757] lr: 9.946e-02, eta: 8 days, 20:17:50, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5078, loss_cls: 3.4671, loss: 3.4671, grad_norm: 1.9254 2020-07-24 04:03:12,461 - mmaction - INFO - Epoch [13][400/3757] lr: 9.946e-02, eta: 8 days, 20:17:17, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2586, top5_acc: 0.4992, loss_cls: 3.4705, loss: 3.4705, grad_norm: 1.9083 2020-07-24 04:03:28,248 - mmaction - INFO - Epoch [13][420/3757] lr: 9.946e-02, eta: 8 days, 20:16:43, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.4977, loss_cls: 3.5375, loss: 3.5375, grad_norm: 1.9597 2020-07-24 04:03:44,051 - mmaction - INFO - Epoch [13][440/3757] lr: 9.946e-02, eta: 8 days, 20:16:08, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2367, top5_acc: 0.4906, loss_cls: 3.5617, loss: 3.5617, grad_norm: 1.9222 2020-07-24 04:03:59,800 - mmaction - INFO - Epoch [13][460/3757] lr: 9.946e-02, eta: 8 days, 20:15:33, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5109, loss_cls: 3.4276, loss: 3.4276, grad_norm: 1.9012 2020-07-24 04:04:15,548 - mmaction - INFO - Epoch [13][480/3757] lr: 9.946e-02, eta: 8 days, 20:14:57, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2422, top5_acc: 0.4969, loss_cls: 3.5043, loss: 3.5043, grad_norm: 1.9499 2020-07-24 04:04:31,382 - mmaction - INFO - Epoch [13][500/3757] lr: 9.946e-02, eta: 8 days, 20:14:24, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2539, top5_acc: 0.5125, loss_cls: 3.4280, loss: 3.4280, grad_norm: 1.9234 2020-07-24 04:04:47,206 - mmaction - INFO - Epoch [13][520/3757] lr: 9.946e-02, eta: 8 days, 20:13:50, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5102, loss_cls: 3.4247, loss: 3.4247, grad_norm: 1.9659 2020-07-24 04:05:03,114 - mmaction - INFO - Epoch [13][540/3757] lr: 9.946e-02, eta: 8 days, 20:13:18, time: 0.795, data_time: 0.003, memory: 6201, top1_acc: 0.2492, top5_acc: 0.5000, loss_cls: 3.4833, loss: 3.4833, grad_norm: 1.9871 2020-07-24 04:05:18,904 - mmaction - INFO - Epoch [13][560/3757] lr: 9.946e-02, eta: 8 days, 20:12:43, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5148, loss_cls: 3.4042, loss: 3.4042, grad_norm: 1.9588 2020-07-24 04:05:34,749 - mmaction - INFO - Epoch [13][580/3757] lr: 9.946e-02, eta: 8 days, 20:12:10, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2477, top5_acc: 0.5000, loss_cls: 3.5242, loss: 3.5242, grad_norm: 1.9601 2020-07-24 04:05:50,501 - mmaction - INFO - Epoch [13][600/3757] lr: 9.946e-02, eta: 8 days, 20:11:34, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2562, top5_acc: 0.5016, loss_cls: 3.5032, loss: 3.5032, grad_norm: 1.9783 2020-07-24 04:06:06,272 - mmaction - INFO - Epoch [13][620/3757] lr: 9.946e-02, eta: 8 days, 20:11:00, time: 0.790, data_time: 0.005, memory: 6201, top1_acc: 0.2562, top5_acc: 0.5055, loss_cls: 3.5023, loss: 3.5023, grad_norm: 1.9093 2020-07-24 04:06:22,107 - mmaction - INFO - Epoch [13][640/3757] lr: 9.946e-02, eta: 8 days, 20:10:26, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.5086, loss_cls: 3.5053, loss: 3.5053, grad_norm: 1.8931 2020-07-24 04:06:37,940 - mmaction - INFO - Epoch [13][660/3757] lr: 9.946e-02, eta: 8 days, 20:09:52, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2508, top5_acc: 0.5070, loss_cls: 3.5039, loss: 3.5039, grad_norm: 1.9290 2020-07-24 04:06:53,770 - mmaction - INFO - Epoch [13][680/3757] lr: 9.946e-02, eta: 8 days, 20:09:19, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2375, top5_acc: 0.5031, loss_cls: 3.4924, loss: 3.4924, grad_norm: 1.9038 2020-07-24 04:07:09,562 - mmaction - INFO - Epoch [13][700/3757] lr: 9.946e-02, eta: 8 days, 20:08:45, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2492, top5_acc: 0.4859, loss_cls: 3.5331, loss: 3.5331, grad_norm: 1.9233 2020-07-24 04:07:25,422 - mmaction - INFO - Epoch [13][720/3757] lr: 9.946e-02, eta: 8 days, 20:08:12, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5227, loss_cls: 3.4037, loss: 3.4037, grad_norm: 1.9043 2020-07-24 04:07:41,184 - mmaction - INFO - Epoch [13][740/3757] lr: 9.946e-02, eta: 8 days, 20:07:37, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2477, top5_acc: 0.5117, loss_cls: 3.4329, loss: 3.4329, grad_norm: 2.0124 2020-07-24 04:07:57,684 - mmaction - INFO - Epoch [13][760/3757] lr: 9.946e-02, eta: 8 days, 20:07:17, time: 0.825, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5148, loss_cls: 3.4556, loss: 3.4556, grad_norm: 1.9464 2020-07-24 04:08:13,476 - mmaction - INFO - Epoch [13][780/3757] lr: 9.946e-02, eta: 8 days, 20:06:42, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2570, top5_acc: 0.4969, loss_cls: 3.4659, loss: 3.4659, grad_norm: 1.9241 2020-07-24 04:08:29,254 - mmaction - INFO - Epoch [13][800/3757] lr: 9.946e-02, eta: 8 days, 20:06:08, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4805, loss_cls: 3.5110, loss: 3.5110, grad_norm: 1.9432 2020-07-24 04:08:45,072 - mmaction - INFO - Epoch [13][820/3757] lr: 9.946e-02, eta: 8 days, 20:05:34, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4891, loss_cls: 3.4972, loss: 3.4972, grad_norm: 2.0111 2020-07-24 04:09:00,795 - mmaction - INFO - Epoch [13][840/3757] lr: 9.946e-02, eta: 8 days, 20:04:58, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2547, top5_acc: 0.5094, loss_cls: 3.4978, loss: 3.4978, grad_norm: 1.9627 2020-07-24 04:09:16,606 - mmaction - INFO - Epoch [13][860/3757] lr: 9.946e-02, eta: 8 days, 20:04:25, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5211, loss_cls: 3.4320, loss: 3.4320, grad_norm: 1.9465 2020-07-24 04:09:32,346 - mmaction - INFO - Epoch [13][880/3757] lr: 9.946e-02, eta: 8 days, 20:03:49, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2594, top5_acc: 0.5375, loss_cls: 3.4101, loss: 3.4101, grad_norm: 1.9497 2020-07-24 04:09:48,134 - mmaction - INFO - Epoch [13][900/3757] lr: 9.946e-02, eta: 8 days, 20:03:15, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4984, loss_cls: 3.4991, loss: 3.4991, grad_norm: 1.9264 2020-07-24 04:10:04,009 - mmaction - INFO - Epoch [13][920/3757] lr: 9.946e-02, eta: 8 days, 20:02:42, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.4992, loss_cls: 3.5397, loss: 3.5397, grad_norm: 1.9376 2020-07-24 04:10:19,700 - mmaction - INFO - Epoch [13][940/3757] lr: 9.946e-02, eta: 8 days, 20:02:06, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4773, loss_cls: 3.5481, loss: 3.5481, grad_norm: 1.9840 2020-07-24 04:10:35,461 - mmaction - INFO - Epoch [13][960/3757] lr: 9.946e-02, eta: 8 days, 20:01:32, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5102, loss_cls: 3.4603, loss: 3.4603, grad_norm: 1.9274 2020-07-24 04:10:51,249 - mmaction - INFO - Epoch [13][980/3757] lr: 9.946e-02, eta: 8 days, 20:00:57, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5000, loss_cls: 3.4665, loss: 3.4665, grad_norm: 1.8851 2020-07-24 04:11:07,050 - mmaction - INFO - Epoch [13][1000/3757] lr: 9.946e-02, eta: 8 days, 20:00:23, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2422, top5_acc: 0.4703, loss_cls: 3.6277, loss: 3.6277, grad_norm: 1.9277 2020-07-24 04:11:22,861 - mmaction - INFO - Epoch [13][1020/3757] lr: 9.946e-02, eta: 8 days, 19:59:49, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.4945, loss_cls: 3.4653, loss: 3.4653, grad_norm: 1.9413 2020-07-24 04:11:38,672 - mmaction - INFO - Epoch [13][1040/3757] lr: 9.946e-02, eta: 8 days, 19:59:16, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5102, loss_cls: 3.4099, loss: 3.4099, grad_norm: 1.9269 2020-07-24 04:11:54,485 - mmaction - INFO - Epoch [13][1060/3757] lr: 9.946e-02, eta: 8 days, 19:58:42, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.5141, loss_cls: 3.4723, loss: 3.4723, grad_norm: 1.9762 2020-07-24 04:12:10,246 - mmaction - INFO - Epoch [13][1080/3757] lr: 9.946e-02, eta: 8 days, 19:58:08, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4898, loss_cls: 3.5098, loss: 3.5098, grad_norm: 1.9541 2020-07-24 04:12:26,076 - mmaction - INFO - Epoch [13][1100/3757] lr: 9.946e-02, eta: 8 days, 19:57:34, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2531, top5_acc: 0.5062, loss_cls: 3.4586, loss: 3.4586, grad_norm: 1.9109 2020-07-24 04:12:41,922 - mmaction - INFO - Epoch [13][1120/3757] lr: 9.946e-02, eta: 8 days, 19:57:01, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.4844, loss_cls: 3.4872, loss: 3.4872, grad_norm: 1.9252 2020-07-24 04:12:57,688 - mmaction - INFO - Epoch [13][1140/3757] lr: 9.946e-02, eta: 8 days, 19:56:26, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4977, loss_cls: 3.5526, loss: 3.5526, grad_norm: 1.9956 2020-07-24 04:13:13,503 - mmaction - INFO - Epoch [13][1160/3757] lr: 9.946e-02, eta: 8 days, 19:55:53, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5156, loss_cls: 3.4201, loss: 3.4201, grad_norm: 1.9306 2020-07-24 04:13:29,244 - mmaction - INFO - Epoch [13][1180/3757] lr: 9.946e-02, eta: 8 days, 19:55:18, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2469, top5_acc: 0.4922, loss_cls: 3.5811, loss: 3.5811, grad_norm: 1.9509 2020-07-24 04:13:44,988 - mmaction - INFO - Epoch [13][1200/3757] lr: 9.946e-02, eta: 8 days, 19:54:43, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5078, loss_cls: 3.5343, loss: 3.5343, grad_norm: 1.9473 2020-07-24 04:14:00,753 - mmaction - INFO - Epoch [13][1220/3757] lr: 9.946e-02, eta: 8 days, 19:54:09, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5211, loss_cls: 3.3681, loss: 3.3681, grad_norm: 1.9631 2020-07-24 04:14:16,523 - mmaction - INFO - Epoch [13][1240/3757] lr: 9.946e-02, eta: 8 days, 19:53:34, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5070, loss_cls: 3.4527, loss: 3.4527, grad_norm: 1.9378 2020-07-24 04:14:32,326 - mmaction - INFO - Epoch [13][1260/3757] lr: 9.946e-02, eta: 8 days, 19:53:01, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2562, top5_acc: 0.4844, loss_cls: 3.6056, loss: 3.6056, grad_norm: 1.9182 2020-07-24 04:14:48,123 - mmaction - INFO - Epoch [13][1280/3757] lr: 9.946e-02, eta: 8 days, 19:52:27, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2578, top5_acc: 0.5125, loss_cls: 3.4810, loss: 3.4810, grad_norm: 1.9088 2020-07-24 04:15:03,953 - mmaction - INFO - Epoch [13][1300/3757] lr: 9.946e-02, eta: 8 days, 19:51:54, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.4938, loss_cls: 3.4383, loss: 3.4383, grad_norm: 1.9283 2020-07-24 04:15:19,707 - mmaction - INFO - Epoch [13][1320/3757] lr: 9.946e-02, eta: 8 days, 19:51:19, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2383, top5_acc: 0.4961, loss_cls: 3.4573, loss: 3.4573, grad_norm: 1.9754 2020-07-24 04:15:35,508 - mmaction - INFO - Epoch [13][1340/3757] lr: 9.946e-02, eta: 8 days, 19:50:46, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2469, top5_acc: 0.5000, loss_cls: 3.5068, loss: 3.5068, grad_norm: 1.9629 2020-07-24 04:15:51,274 - mmaction - INFO - Epoch [13][1360/3757] lr: 9.946e-02, eta: 8 days, 19:50:11, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4891, loss_cls: 3.5321, loss: 3.5321, grad_norm: 1.9390 2020-07-24 04:16:07,054 - mmaction - INFO - Epoch [13][1380/3757] lr: 9.946e-02, eta: 8 days, 19:49:37, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2367, top5_acc: 0.5055, loss_cls: 3.4914, loss: 3.4914, grad_norm: 1.9181 2020-07-24 04:16:22,904 - mmaction - INFO - Epoch [13][1400/3757] lr: 9.946e-02, eta: 8 days, 19:49:05, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5188, loss_cls: 3.4081, loss: 3.4081, grad_norm: 1.9914 2020-07-24 04:16:38,694 - mmaction - INFO - Epoch [13][1420/3757] lr: 9.946e-02, eta: 8 days, 19:48:31, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5047, loss_cls: 3.4407, loss: 3.4407, grad_norm: 1.9288 2020-07-24 04:16:54,425 - mmaction - INFO - Epoch [13][1440/3757] lr: 9.946e-02, eta: 8 days, 19:47:56, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2469, top5_acc: 0.5000, loss_cls: 3.4895, loss: 3.4895, grad_norm: 1.9201 2020-07-24 04:17:10,215 - mmaction - INFO - Epoch [13][1460/3757] lr: 9.946e-02, eta: 8 days, 19:47:22, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2539, top5_acc: 0.4945, loss_cls: 3.5414, loss: 3.5414, grad_norm: 1.9089 2020-07-24 04:17:25,941 - mmaction - INFO - Epoch [13][1480/3757] lr: 9.946e-02, eta: 8 days, 19:46:47, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5062, loss_cls: 3.4615, loss: 3.4615, grad_norm: 1.9628 2020-07-24 04:17:41,760 - mmaction - INFO - Epoch [13][1500/3757] lr: 9.946e-02, eta: 8 days, 19:46:13, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5172, loss_cls: 3.4300, loss: 3.4300, grad_norm: 1.8882 2020-07-24 04:17:57,511 - mmaction - INFO - Epoch [13][1520/3757] lr: 9.946e-02, eta: 8 days, 19:45:39, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2547, top5_acc: 0.4938, loss_cls: 3.5566, loss: 3.5566, grad_norm: 1.9947 2020-07-24 04:18:13,294 - mmaction - INFO - Epoch [13][1540/3757] lr: 9.946e-02, eta: 8 days, 19:45:05, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4977, loss_cls: 3.5026, loss: 3.5026, grad_norm: 1.9296 2020-07-24 04:18:29,037 - mmaction - INFO - Epoch [13][1560/3757] lr: 9.946e-02, eta: 8 days, 19:44:31, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.5172, loss_cls: 3.4750, loss: 3.4750, grad_norm: 1.9755 2020-07-24 04:18:44,860 - mmaction - INFO - Epoch [13][1580/3757] lr: 9.946e-02, eta: 8 days, 19:43:58, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2508, top5_acc: 0.5125, loss_cls: 3.4514, loss: 3.4514, grad_norm: 1.9677 2020-07-24 04:19:00,641 - mmaction - INFO - Epoch [13][1600/3757] lr: 9.946e-02, eta: 8 days, 19:43:24, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2344, top5_acc: 0.4977, loss_cls: 3.5271, loss: 3.5271, grad_norm: 1.9259 2020-07-24 04:19:16,464 - mmaction - INFO - Epoch [13][1620/3757] lr: 9.946e-02, eta: 8 days, 19:42:51, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5094, loss_cls: 3.4665, loss: 3.4665, grad_norm: 1.9491 2020-07-24 04:19:32,245 - mmaction - INFO - Epoch [13][1640/3757] lr: 9.946e-02, eta: 8 days, 19:42:17, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5352, loss_cls: 3.3577, loss: 3.3577, grad_norm: 1.9708 2020-07-24 04:19:48,018 - mmaction - INFO - Epoch [13][1660/3757] lr: 9.946e-02, eta: 8 days, 19:41:43, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2469, top5_acc: 0.4992, loss_cls: 3.5274, loss: 3.5274, grad_norm: 1.9450 2020-07-24 04:20:03,942 - mmaction - INFO - Epoch [13][1680/3757] lr: 9.946e-02, eta: 8 days, 19:41:12, time: 0.797, data_time: 0.004, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5320, loss_cls: 3.3563, loss: 3.3563, grad_norm: 1.9818 2020-07-24 04:20:19,642 - mmaction - INFO - Epoch [13][1700/3757] lr: 9.946e-02, eta: 8 days, 19:40:37, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5023, loss_cls: 3.4558, loss: 3.4558, grad_norm: 1.9574 2020-07-24 04:20:35,593 - mmaction - INFO - Epoch [13][1720/3757] lr: 9.946e-02, eta: 8 days, 19:40:06, time: 0.797, data_time: 0.003, memory: 6201, top1_acc: 0.2539, top5_acc: 0.5227, loss_cls: 3.4016, loss: 3.4016, grad_norm: 1.9700 2020-07-24 04:20:51,263 - mmaction - INFO - Epoch [13][1740/3757] lr: 9.946e-02, eta: 8 days, 19:39:30, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2609, top5_acc: 0.5070, loss_cls: 3.5151, loss: 3.5151, grad_norm: 1.9791 2020-07-24 04:21:07,088 - mmaction - INFO - Epoch [13][1760/3757] lr: 9.946e-02, eta: 8 days, 19:38:57, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2562, top5_acc: 0.4820, loss_cls: 3.5720, loss: 3.5720, grad_norm: 1.9003 2020-07-24 04:21:22,881 - mmaction - INFO - Epoch [13][1780/3757] lr: 9.946e-02, eta: 8 days, 19:38:24, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5180, loss_cls: 3.4538, loss: 3.4538, grad_norm: 1.9201 2020-07-24 04:21:38,708 - mmaction - INFO - Epoch [13][1800/3757] lr: 9.946e-02, eta: 8 days, 19:37:51, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5141, loss_cls: 3.4321, loss: 3.4321, grad_norm: 1.9315 2020-07-24 04:21:54,489 - mmaction - INFO - Epoch [13][1820/3757] lr: 9.946e-02, eta: 8 days, 19:37:17, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5133, loss_cls: 3.3767, loss: 3.3767, grad_norm: 2.0121 2020-07-24 04:22:10,257 - mmaction - INFO - Epoch [13][1840/3757] lr: 9.946e-02, eta: 8 days, 19:36:43, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2594, top5_acc: 0.5047, loss_cls: 3.4247, loss: 3.4247, grad_norm: 2.0048 2020-07-24 04:22:25,991 - mmaction - INFO - Epoch [13][1860/3757] lr: 9.946e-02, eta: 8 days, 19:36:09, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5125, loss_cls: 3.4701, loss: 3.4701, grad_norm: 1.9333 2020-07-24 04:22:41,804 - mmaction - INFO - Epoch [13][1880/3757] lr: 9.946e-02, eta: 8 days, 19:35:36, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2250, top5_acc: 0.4766, loss_cls: 3.5921, loss: 3.5921, grad_norm: 1.9178 2020-07-24 04:22:57,530 - mmaction - INFO - Epoch [13][1900/3757] lr: 9.946e-02, eta: 8 days, 19:35:01, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2461, top5_acc: 0.4930, loss_cls: 3.4384, loss: 3.4384, grad_norm: 1.9119 2020-07-24 04:23:13,264 - mmaction - INFO - Epoch [13][1920/3757] lr: 9.946e-02, eta: 8 days, 19:34:26, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5109, loss_cls: 3.4589, loss: 3.4589, grad_norm: 1.9391 2020-07-24 04:23:29,003 - mmaction - INFO - Epoch [13][1940/3757] lr: 9.946e-02, eta: 8 days, 19:33:52, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.4898, loss_cls: 3.5249, loss: 3.5249, grad_norm: 1.9024 2020-07-24 04:23:44,759 - mmaction - INFO - Epoch [13][1960/3757] lr: 9.946e-02, eta: 8 days, 19:33:18, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2477, top5_acc: 0.4820, loss_cls: 3.5734, loss: 3.5734, grad_norm: 1.9674 2020-07-24 04:24:00,598 - mmaction - INFO - Epoch [13][1980/3757] lr: 9.946e-02, eta: 8 days, 19:32:46, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2469, top5_acc: 0.4898, loss_cls: 3.5374, loss: 3.5374, grad_norm: 1.9407 2020-07-24 04:24:16,343 - mmaction - INFO - Epoch [13][2000/3757] lr: 9.946e-02, eta: 8 days, 19:32:11, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2344, top5_acc: 0.4891, loss_cls: 3.5538, loss: 3.5538, grad_norm: 1.9660 2020-07-24 04:24:32,093 - mmaction - INFO - Epoch [13][2020/3757] lr: 9.946e-02, eta: 8 days, 19:31:37, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.4891, loss_cls: 3.5292, loss: 3.5292, grad_norm: 1.9342 2020-07-24 04:24:47,849 - mmaction - INFO - Epoch [13][2040/3757] lr: 9.946e-02, eta: 8 days, 19:31:03, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.5094, loss_cls: 3.4585, loss: 3.4585, grad_norm: 1.9444 2020-07-24 04:25:03,780 - mmaction - INFO - Epoch [13][2060/3757] lr: 9.946e-02, eta: 8 days, 19:30:32, time: 0.797, data_time: 0.004, memory: 6201, top1_acc: 0.2609, top5_acc: 0.5195, loss_cls: 3.4589, loss: 3.4589, grad_norm: 1.9023 2020-07-24 04:25:19,472 - mmaction - INFO - Epoch [13][2080/3757] lr: 9.946e-02, eta: 8 days, 19:29:57, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2477, top5_acc: 0.4930, loss_cls: 3.5432, loss: 3.5432, grad_norm: 1.8815 2020-07-24 04:25:35,219 - mmaction - INFO - Epoch [13][2100/3757] lr: 9.946e-02, eta: 8 days, 19:29:23, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4656, loss_cls: 3.5847, loss: 3.5847, grad_norm: 1.8934 2020-07-24 04:25:50,970 - mmaction - INFO - Epoch [13][2120/3757] lr: 9.946e-02, eta: 8 days, 19:28:49, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2547, top5_acc: 0.4859, loss_cls: 3.5744, loss: 3.5744, grad_norm: 1.9135 2020-07-24 04:26:06,743 - mmaction - INFO - Epoch [13][2140/3757] lr: 9.946e-02, eta: 8 days, 19:28:15, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2508, top5_acc: 0.4773, loss_cls: 3.5981, loss: 3.5981, grad_norm: 1.9057 2020-07-24 04:26:22,473 - mmaction - INFO - Epoch [13][2160/3757] lr: 9.946e-02, eta: 8 days, 19:27:41, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4883, loss_cls: 3.5614, loss: 3.5614, grad_norm: 1.9035 2020-07-24 04:26:38,242 - mmaction - INFO - Epoch [13][2180/3757] lr: 9.946e-02, eta: 8 days, 19:27:07, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5211, loss_cls: 3.4598, loss: 3.4598, grad_norm: 1.9371 2020-07-24 04:26:54,004 - mmaction - INFO - Epoch [13][2200/3757] lr: 9.946e-02, eta: 8 days, 19:26:34, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2516, top5_acc: 0.5078, loss_cls: 3.4565, loss: 3.4565, grad_norm: 1.9921 2020-07-24 04:27:09,818 - mmaction - INFO - Epoch [13][2220/3757] lr: 9.946e-02, eta: 8 days, 19:26:01, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2453, top5_acc: 0.4992, loss_cls: 3.5388, loss: 3.5388, grad_norm: 1.9954 2020-07-24 04:27:25,574 - mmaction - INFO - Epoch [13][2240/3757] lr: 9.946e-02, eta: 8 days, 19:25:27, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2539, top5_acc: 0.5211, loss_cls: 3.4577, loss: 3.4577, grad_norm: 1.9273 2020-07-24 04:27:41,310 - mmaction - INFO - Epoch [13][2260/3757] lr: 9.946e-02, eta: 8 days, 19:24:53, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5039, loss_cls: 3.4774, loss: 3.4774, grad_norm: 1.9416 2020-07-24 04:27:57,094 - mmaction - INFO - Epoch [13][2280/3757] lr: 9.946e-02, eta: 8 days, 19:24:19, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2562, top5_acc: 0.5086, loss_cls: 3.5065, loss: 3.5065, grad_norm: 1.9136 2020-07-24 04:28:12,846 - mmaction - INFO - Epoch [13][2300/3757] lr: 9.946e-02, eta: 8 days, 19:23:46, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2484, top5_acc: 0.5109, loss_cls: 3.4592, loss: 3.4592, grad_norm: 1.9121 2020-07-24 04:28:28,608 - mmaction - INFO - Epoch [13][2320/3757] lr: 9.946e-02, eta: 8 days, 19:23:12, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4641, loss_cls: 3.5935, loss: 3.5935, grad_norm: 1.9678 2020-07-24 04:28:44,370 - mmaction - INFO - Epoch [13][2340/3757] lr: 9.946e-02, eta: 8 days, 19:22:38, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5055, loss_cls: 3.4750, loss: 3.4750, grad_norm: 1.9101 2020-07-24 04:29:00,159 - mmaction - INFO - Epoch [13][2360/3757] lr: 9.946e-02, eta: 8 days, 19:22:05, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5148, loss_cls: 3.4334, loss: 3.4334, grad_norm: 1.9137 2020-07-24 04:29:15,948 - mmaction - INFO - Epoch [13][2380/3757] lr: 9.946e-02, eta: 8 days, 19:21:32, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2414, top5_acc: 0.5125, loss_cls: 3.4507, loss: 3.4507, grad_norm: 1.9657 2020-07-24 04:29:31,730 - mmaction - INFO - Epoch [13][2400/3757] lr: 9.946e-02, eta: 8 days, 19:20:59, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2422, top5_acc: 0.4977, loss_cls: 3.5730, loss: 3.5730, grad_norm: 1.9937 2020-07-24 04:29:47,493 - mmaction - INFO - Epoch [13][2420/3757] lr: 9.946e-02, eta: 8 days, 19:20:25, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.5086, loss_cls: 3.4888, loss: 3.4888, grad_norm: 1.9303 2020-07-24 04:30:03,400 - mmaction - INFO - Epoch [13][2440/3757] lr: 9.946e-02, eta: 8 days, 19:19:54, time: 0.796, data_time: 0.003, memory: 6201, top1_acc: 0.2500, top5_acc: 0.4844, loss_cls: 3.5102, loss: 3.5102, grad_norm: 1.9805 2020-07-24 04:30:19,135 - mmaction - INFO - Epoch [13][2460/3757] lr: 9.946e-02, eta: 8 days, 19:19:20, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4992, loss_cls: 3.4761, loss: 3.4761, grad_norm: 1.9566 2020-07-24 04:30:34,900 - mmaction - INFO - Epoch [13][2480/3757] lr: 9.946e-02, eta: 8 days, 19:18:47, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2477, top5_acc: 0.5031, loss_cls: 3.5240, loss: 3.5240, grad_norm: 1.9586 2020-07-24 04:30:50,676 - mmaction - INFO - Epoch [13][2500/3757] lr: 9.946e-02, eta: 8 days, 19:18:13, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5094, loss_cls: 3.4579, loss: 3.4579, grad_norm: 1.9080 2020-07-24 04:31:06,412 - mmaction - INFO - Epoch [13][2520/3757] lr: 9.946e-02, eta: 8 days, 19:17:39, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4789, loss_cls: 3.5841, loss: 3.5841, grad_norm: 1.9835 2020-07-24 04:31:22,181 - mmaction - INFO - Epoch [13][2540/3757] lr: 9.946e-02, eta: 8 days, 19:17:06, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2562, top5_acc: 0.5133, loss_cls: 3.4664, loss: 3.4664, grad_norm: 1.8974 2020-07-24 04:31:37,959 - mmaction - INFO - Epoch [13][2560/3757] lr: 9.946e-02, eta: 8 days, 19:16:33, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.4945, loss_cls: 3.4341, loss: 3.4341, grad_norm: 1.9487 2020-07-24 04:31:53,735 - mmaction - INFO - Epoch [13][2580/3757] lr: 9.946e-02, eta: 8 days, 19:15:59, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4898, loss_cls: 3.5643, loss: 3.5643, grad_norm: 1.9526 2020-07-24 04:32:09,479 - mmaction - INFO - Epoch [13][2600/3757] lr: 9.946e-02, eta: 8 days, 19:15:26, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5008, loss_cls: 3.4792, loss: 3.4792, grad_norm: 1.8884 2020-07-24 04:32:25,239 - mmaction - INFO - Epoch [13][2620/3757] lr: 9.946e-02, eta: 8 days, 19:14:52, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5203, loss_cls: 3.3642, loss: 3.3642, grad_norm: 1.9441 2020-07-24 04:32:41,039 - mmaction - INFO - Epoch [13][2640/3757] lr: 9.946e-02, eta: 8 days, 19:14:19, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.4891, loss_cls: 3.4983, loss: 3.4983, grad_norm: 1.9844 2020-07-24 04:32:56,775 - mmaction - INFO - Epoch [13][2660/3757] lr: 9.946e-02, eta: 8 days, 19:13:46, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2547, top5_acc: 0.5117, loss_cls: 3.4949, loss: 3.4949, grad_norm: 1.9647 2020-07-24 04:33:12,552 - mmaction - INFO - Epoch [13][2680/3757] lr: 9.946e-02, eta: 8 days, 19:13:12, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5156, loss_cls: 3.4377, loss: 3.4377, grad_norm: 1.9166 2020-07-24 04:33:28,310 - mmaction - INFO - Epoch [13][2700/3757] lr: 9.946e-02, eta: 8 days, 19:12:39, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2461, top5_acc: 0.5172, loss_cls: 3.4380, loss: 3.4380, grad_norm: 1.9871 2020-07-24 04:33:44,062 - mmaction - INFO - Epoch [13][2720/3757] lr: 9.946e-02, eta: 8 days, 19:12:05, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2508, top5_acc: 0.5117, loss_cls: 3.5431, loss: 3.5431, grad_norm: 1.9749 2020-07-24 04:33:59,895 - mmaction - INFO - Epoch [13][2740/3757] lr: 9.946e-02, eta: 8 days, 19:11:33, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.4984, loss_cls: 3.4889, loss: 3.4889, grad_norm: 1.9464 2020-07-24 04:34:15,730 - mmaction - INFO - Epoch [13][2760/3757] lr: 9.946e-02, eta: 8 days, 19:11:01, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2570, top5_acc: 0.4914, loss_cls: 3.4970, loss: 3.4970, grad_norm: 2.0055 2020-07-24 04:34:31,517 - mmaction - INFO - Epoch [13][2780/3757] lr: 9.946e-02, eta: 8 days, 19:10:29, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2258, top5_acc: 0.4922, loss_cls: 3.5798, loss: 3.5798, grad_norm: 1.9495 2020-07-24 04:34:47,310 - mmaction - INFO - Epoch [13][2800/3757] lr: 9.946e-02, eta: 8 days, 19:09:56, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5188, loss_cls: 3.4396, loss: 3.4396, grad_norm: 1.9468 2020-07-24 04:35:03,183 - mmaction - INFO - Epoch [13][2820/3757] lr: 9.946e-02, eta: 8 days, 19:09:24, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2406, top5_acc: 0.5109, loss_cls: 3.4872, loss: 3.4872, grad_norm: 1.9289 2020-07-24 04:35:18,994 - mmaction - INFO - Epoch [13][2840/3757] lr: 9.946e-02, eta: 8 days, 19:08:52, time: 0.792, data_time: 0.002, memory: 6201, top1_acc: 0.2477, top5_acc: 0.5133, loss_cls: 3.4916, loss: 3.4916, grad_norm: 1.9503 2020-07-24 04:35:34,756 - mmaction - INFO - Epoch [13][2860/3757] lr: 9.946e-02, eta: 8 days, 19:08:19, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.5031, loss_cls: 3.5267, loss: 3.5267, grad_norm: 1.8681 2020-07-24 04:35:50,519 - mmaction - INFO - Epoch [13][2880/3757] lr: 9.946e-02, eta: 8 days, 19:07:46, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5336, loss_cls: 3.3357, loss: 3.3357, grad_norm: 1.9058 2020-07-24 04:36:06,304 - mmaction - INFO - Epoch [13][2900/3757] lr: 9.946e-02, eta: 8 days, 19:07:13, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5086, loss_cls: 3.4583, loss: 3.4583, grad_norm: 1.9402 2020-07-24 04:36:22,101 - mmaction - INFO - Epoch [13][2920/3757] lr: 9.946e-02, eta: 8 days, 19:06:40, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2562, top5_acc: 0.4875, loss_cls: 3.4932, loss: 3.4932, grad_norm: 1.9690 2020-07-24 04:36:37,883 - mmaction - INFO - Epoch [13][2940/3757] lr: 9.946e-02, eta: 8 days, 19:06:07, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.4961, loss_cls: 3.5172, loss: 3.5172, grad_norm: 1.9731 2020-07-24 04:36:53,734 - mmaction - INFO - Epoch [13][2960/3757] lr: 9.946e-02, eta: 8 days, 19:05:36, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.5016, loss_cls: 3.5075, loss: 3.5075, grad_norm: 1.9595 2020-07-24 04:37:09,603 - mmaction - INFO - Epoch [13][2980/3757] lr: 9.946e-02, eta: 8 days, 19:05:04, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2562, top5_acc: 0.4961, loss_cls: 3.4879, loss: 3.4879, grad_norm: 2.0169 2020-07-24 04:37:25,470 - mmaction - INFO - Epoch [13][3000/3757] lr: 9.946e-02, eta: 8 days, 19:04:34, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.2508, top5_acc: 0.5070, loss_cls: 3.5237, loss: 3.5237, grad_norm: 1.9862 2020-07-24 04:37:41,241 - mmaction - INFO - Epoch [13][3020/3757] lr: 9.946e-02, eta: 8 days, 19:04:01, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5039, loss_cls: 3.5150, loss: 3.5150, grad_norm: 1.9097 2020-07-24 04:37:56,985 - mmaction - INFO - Epoch [13][3040/3757] lr: 9.946e-02, eta: 8 days, 19:03:27, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5281, loss_cls: 3.3896, loss: 3.3896, grad_norm: 1.9474 2020-07-24 04:38:12,782 - mmaction - INFO - Epoch [13][3060/3757] lr: 9.946e-02, eta: 8 days, 19:02:54, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2547, top5_acc: 0.5039, loss_cls: 3.4639, loss: 3.4639, grad_norm: 1.9556 2020-07-24 04:38:28,581 - mmaction - INFO - Epoch [13][3080/3757] lr: 9.946e-02, eta: 8 days, 19:02:22, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2555, top5_acc: 0.4922, loss_cls: 3.5407, loss: 3.5407, grad_norm: 1.9754 2020-07-24 04:38:44,352 - mmaction - INFO - Epoch [13][3100/3757] lr: 9.946e-02, eta: 8 days, 19:01:49, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2430, top5_acc: 0.4836, loss_cls: 3.5612, loss: 3.5612, grad_norm: 1.9454 2020-07-24 04:39:00,152 - mmaction - INFO - Epoch [13][3120/3757] lr: 9.946e-02, eta: 8 days, 19:01:17, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2406, top5_acc: 0.4891, loss_cls: 3.5303, loss: 3.5303, grad_norm: 1.8834 2020-07-24 04:39:15,957 - mmaction - INFO - Epoch [13][3140/3757] lr: 9.946e-02, eta: 8 days, 19:00:45, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2453, top5_acc: 0.5031, loss_cls: 3.5424, loss: 3.5424, grad_norm: 1.9809 2020-07-24 04:39:31,759 - mmaction - INFO - Epoch [13][3160/3757] lr: 9.946e-02, eta: 8 days, 19:00:12, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2531, top5_acc: 0.4992, loss_cls: 3.5210, loss: 3.5210, grad_norm: 1.9347 2020-07-24 04:39:47,515 - mmaction - INFO - Epoch [13][3180/3757] lr: 9.946e-02, eta: 8 days, 18:59:39, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5062, loss_cls: 3.4451, loss: 3.4451, grad_norm: 1.9630 2020-07-24 04:40:03,367 - mmaction - INFO - Epoch [13][3200/3757] lr: 9.946e-02, eta: 8 days, 18:59:08, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2430, top5_acc: 0.4945, loss_cls: 3.5148, loss: 3.5148, grad_norm: 1.9452 2020-07-24 04:40:19,037 - mmaction - INFO - Epoch [13][3220/3757] lr: 9.946e-02, eta: 8 days, 18:58:33, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5172, loss_cls: 3.3964, loss: 3.3964, grad_norm: 1.9211 2020-07-24 04:40:34,797 - mmaction - INFO - Epoch [13][3240/3757] lr: 9.946e-02, eta: 8 days, 18:58:00, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2594, top5_acc: 0.5000, loss_cls: 3.5290, loss: 3.5290, grad_norm: 1.9068 2020-07-24 04:40:50,547 - mmaction - INFO - Epoch [13][3260/3757] lr: 9.946e-02, eta: 8 days, 18:57:27, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5086, loss_cls: 3.4519, loss: 3.4519, grad_norm: 1.9601 2020-07-24 04:41:06,352 - mmaction - INFO - Epoch [13][3280/3757] lr: 9.946e-02, eta: 8 days, 18:56:54, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2398, top5_acc: 0.4789, loss_cls: 3.6261, loss: 3.6261, grad_norm: 1.9416 2020-07-24 04:41:22,192 - mmaction - INFO - Epoch [13][3300/3757] lr: 9.946e-02, eta: 8 days, 18:56:23, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2531, top5_acc: 0.4992, loss_cls: 3.5292, loss: 3.5292, grad_norm: 1.9474 2020-07-24 04:41:37,930 - mmaction - INFO - Epoch [13][3320/3757] lr: 9.946e-02, eta: 8 days, 18:55:50, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2680, top5_acc: 0.4875, loss_cls: 3.4942, loss: 3.4942, grad_norm: 1.9491 2020-07-24 04:41:53,698 - mmaction - INFO - Epoch [13][3340/3757] lr: 9.946e-02, eta: 8 days, 18:55:16, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5203, loss_cls: 3.4455, loss: 3.4455, grad_norm: 1.9471 2020-07-24 04:42:09,494 - mmaction - INFO - Epoch [13][3360/3757] lr: 9.946e-02, eta: 8 days, 18:54:44, time: 0.792, data_time: 0.005, memory: 6201, top1_acc: 0.2492, top5_acc: 0.4922, loss_cls: 3.5231, loss: 3.5231, grad_norm: 2.0138 2020-07-24 04:42:25,260 - mmaction - INFO - Epoch [13][3380/3757] lr: 9.946e-02, eta: 8 days, 18:54:12, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5078, loss_cls: 3.4562, loss: 3.4562, grad_norm: 1.9644 2020-07-24 04:42:40,973 - mmaction - INFO - Epoch [13][3400/3757] lr: 9.946e-02, eta: 8 days, 18:53:38, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2500, top5_acc: 0.5039, loss_cls: 3.4764, loss: 3.4764, grad_norm: 2.0005 2020-07-24 04:42:56,797 - mmaction - INFO - Epoch [13][3420/3757] lr: 9.946e-02, eta: 8 days, 18:53:06, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2594, top5_acc: 0.5117, loss_cls: 3.4830, loss: 3.4830, grad_norm: 1.9077 2020-07-24 04:43:12,596 - mmaction - INFO - Epoch [13][3440/3757] lr: 9.946e-02, eta: 8 days, 18:52:34, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.4977, loss_cls: 3.5125, loss: 3.5125, grad_norm: 1.9470 2020-07-24 04:43:28,341 - mmaction - INFO - Epoch [13][3460/3757] lr: 9.946e-02, eta: 8 days, 18:52:01, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5242, loss_cls: 3.4172, loss: 3.4172, grad_norm: 1.9807 2020-07-24 04:43:44,119 - mmaction - INFO - Epoch [13][3480/3757] lr: 9.946e-02, eta: 8 days, 18:51:28, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5227, loss_cls: 3.4613, loss: 3.4613, grad_norm: 1.9793 2020-07-24 04:43:59,966 - mmaction - INFO - Epoch [13][3500/3757] lr: 9.946e-02, eta: 8 days, 18:50:57, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4797, loss_cls: 3.5544, loss: 3.5544, grad_norm: 1.9821 2020-07-24 04:44:15,699 - mmaction - INFO - Epoch [13][3520/3757] lr: 9.946e-02, eta: 8 days, 18:50:23, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2531, top5_acc: 0.5039, loss_cls: 3.5041, loss: 3.5041, grad_norm: 2.0084 2020-07-24 04:44:31,510 - mmaction - INFO - Epoch [13][3540/3757] lr: 9.946e-02, eta: 8 days, 18:49:51, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2383, top5_acc: 0.4984, loss_cls: 3.5431, loss: 3.5431, grad_norm: 1.9134 2020-07-24 04:44:47,254 - mmaction - INFO - Epoch [13][3560/3757] lr: 9.946e-02, eta: 8 days, 18:49:18, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2523, top5_acc: 0.4953, loss_cls: 3.5486, loss: 3.5486, grad_norm: 1.9340 2020-07-24 04:45:03,086 - mmaction - INFO - Epoch [13][3580/3757] lr: 9.946e-02, eta: 8 days, 18:48:47, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2477, top5_acc: 0.4836, loss_cls: 3.5509, loss: 3.5509, grad_norm: 1.9302 2020-07-24 04:45:19,961 - mmaction - INFO - Epoch [13][3600/3757] lr: 9.946e-02, eta: 8 days, 18:48:35, time: 0.844, data_time: 0.017, memory: 6201, top1_acc: 0.2398, top5_acc: 0.5141, loss_cls: 3.4895, loss: 3.4895, grad_norm: 1.9228 2020-07-24 04:45:40,770 - mmaction - INFO - Epoch [13][3620/3757] lr: 9.946e-02, eta: 8 days, 18:49:37, time: 1.040, data_time: 0.003, memory: 6201, top1_acc: 0.2547, top5_acc: 0.5047, loss_cls: 3.4514, loss: 3.4514, grad_norm: 1.9300 2020-07-24 04:45:57,328 - mmaction - INFO - Epoch [13][3640/3757] lr: 9.946e-02, eta: 8 days, 18:49:19, time: 0.829, data_time: 0.004, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5023, loss_cls: 3.4769, loss: 3.4769, grad_norm: 1.9819 2020-07-24 04:46:13,142 - mmaction - INFO - Epoch [13][3660/3757] lr: 9.946e-02, eta: 8 days, 18:48:47, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5227, loss_cls: 3.3977, loss: 3.3977, grad_norm: 1.9163 2020-07-24 04:46:28,886 - mmaction - INFO - Epoch [13][3680/3757] lr: 9.946e-02, eta: 8 days, 18:48:14, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5320, loss_cls: 3.3806, loss: 3.3806, grad_norm: 1.9693 2020-07-24 04:46:44,657 - mmaction - INFO - Epoch [13][3700/3757] lr: 9.946e-02, eta: 8 days, 18:47:41, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2516, top5_acc: 0.5109, loss_cls: 3.5016, loss: 3.5016, grad_norm: 1.9672 2020-07-24 04:47:00,463 - mmaction - INFO - Epoch [13][3720/3757] lr: 9.946e-02, eta: 8 days, 18:47:10, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.4875, loss_cls: 3.5627, loss: 3.5627, grad_norm: 1.9453 2020-07-24 04:47:16,275 - mmaction - INFO - Epoch [13][3740/3757] lr: 9.946e-02, eta: 8 days, 18:46:38, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2539, top5_acc: 0.5008, loss_cls: 3.4771, loss: 3.4771, grad_norm: 1.9473 2020-07-24 04:50:31,670 - mmaction - INFO - Epoch [14][20/3757] lr: 9.937e-02, eta: 8 days, 19:31:06, time: 8.759, data_time: 7.871, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5047, loss_cls: 3.4759, loss: 3.4759, grad_norm: 1.9654 2020-07-24 04:50:47,439 - mmaction - INFO - Epoch [14][40/3757] lr: 9.937e-02, eta: 8 days, 19:30:32, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.4906, loss_cls: 3.4731, loss: 3.4731, grad_norm: 1.9926 2020-07-24 04:51:03,218 - mmaction - INFO - Epoch [14][60/3757] lr: 9.937e-02, eta: 8 days, 19:29:58, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2492, top5_acc: 0.4883, loss_cls: 3.5270, loss: 3.5270, grad_norm: 1.9265 2020-07-24 04:51:18,981 - mmaction - INFO - Epoch [14][80/3757] lr: 9.937e-02, eta: 8 days, 19:29:25, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2594, top5_acc: 0.5047, loss_cls: 3.4944, loss: 3.4944, grad_norm: 1.9895 2020-07-24 04:51:34,750 - mmaction - INFO - Epoch [14][100/3757] lr: 9.937e-02, eta: 8 days, 19:28:51, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5195, loss_cls: 3.4589, loss: 3.4589, grad_norm: 1.9855 2020-07-24 04:51:50,528 - mmaction - INFO - Epoch [14][120/3757] lr: 9.937e-02, eta: 8 days, 19:28:17, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2328, top5_acc: 0.4867, loss_cls: 3.4921, loss: 3.4921, grad_norm: 1.9282 2020-07-24 04:52:06,321 - mmaction - INFO - Epoch [14][140/3757] lr: 9.937e-02, eta: 8 days, 19:27:44, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5219, loss_cls: 3.3937, loss: 3.3937, grad_norm: 1.9224 2020-07-24 04:52:22,128 - mmaction - INFO - Epoch [14][160/3757] lr: 9.937e-02, eta: 8 days, 19:27:11, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5195, loss_cls: 3.3886, loss: 3.3886, grad_norm: 1.9499 2020-07-24 04:52:37,894 - mmaction - INFO - Epoch [14][180/3757] lr: 9.937e-02, eta: 8 days, 19:26:38, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5297, loss_cls: 3.3720, loss: 3.3720, grad_norm: 1.9644 2020-07-24 04:52:53,716 - mmaction - INFO - Epoch [14][200/3757] lr: 9.937e-02, eta: 8 days, 19:26:05, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5359, loss_cls: 3.3651, loss: 3.3651, grad_norm: 1.9543 2020-07-24 04:53:09,450 - mmaction - INFO - Epoch [14][220/3757] lr: 9.937e-02, eta: 8 days, 19:25:31, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.5023, loss_cls: 3.5635, loss: 3.5635, grad_norm: 1.9942 2020-07-24 04:53:25,305 - mmaction - INFO - Epoch [14][240/3757] lr: 9.937e-02, eta: 8 days, 19:24:59, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2594, top5_acc: 0.5047, loss_cls: 3.4833, loss: 3.4833, grad_norm: 1.9097 2020-07-24 04:53:41,040 - mmaction - INFO - Epoch [14][260/3757] lr: 9.937e-02, eta: 8 days, 19:24:25, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5203, loss_cls: 3.4494, loss: 3.4494, grad_norm: 1.9881 2020-07-24 04:53:56,799 - mmaction - INFO - Epoch [14][280/3757] lr: 9.937e-02, eta: 8 days, 19:23:51, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2469, top5_acc: 0.4906, loss_cls: 3.5724, loss: 3.5724, grad_norm: 1.9835 2020-07-24 04:54:12,579 - mmaction - INFO - Epoch [14][300/3757] lr: 9.937e-02, eta: 8 days, 19:23:18, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2437, top5_acc: 0.4961, loss_cls: 3.4837, loss: 3.4837, grad_norm: 1.9437 2020-07-24 04:54:28,448 - mmaction - INFO - Epoch [14][320/3757] lr: 9.937e-02, eta: 8 days, 19:22:46, time: 0.793, data_time: 0.002, memory: 6201, top1_acc: 0.2609, top5_acc: 0.5258, loss_cls: 3.4267, loss: 3.4267, grad_norm: 1.9390 2020-07-24 04:54:44,217 - mmaction - INFO - Epoch [14][340/3757] lr: 9.937e-02, eta: 8 days, 19:22:12, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2562, top5_acc: 0.5047, loss_cls: 3.4602, loss: 3.4602, grad_norm: 1.9398 2020-07-24 04:55:00,059 - mmaction - INFO - Epoch [14][360/3757] lr: 9.937e-02, eta: 8 days, 19:21:40, time: 0.792, data_time: 0.002, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5172, loss_cls: 3.4516, loss: 3.4516, grad_norm: 2.0138 2020-07-24 04:55:15,854 - mmaction - INFO - Epoch [14][380/3757] lr: 9.937e-02, eta: 8 days, 19:21:07, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5219, loss_cls: 3.4100, loss: 3.4100, grad_norm: 1.9683 2020-07-24 04:55:31,685 - mmaction - INFO - Epoch [14][400/3757] lr: 9.937e-02, eta: 8 days, 19:20:35, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5016, loss_cls: 3.4013, loss: 3.4013, grad_norm: 1.9572 2020-07-24 04:55:47,536 - mmaction - INFO - Epoch [14][420/3757] lr: 9.937e-02, eta: 8 days, 19:20:03, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5117, loss_cls: 3.5230, loss: 3.5230, grad_norm: 2.0266 2020-07-24 04:56:03,295 - mmaction - INFO - Epoch [14][440/3757] lr: 9.937e-02, eta: 8 days, 19:19:29, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5219, loss_cls: 3.3767, loss: 3.3767, grad_norm: 1.9670 2020-07-24 04:56:19,068 - mmaction - INFO - Epoch [14][460/3757] lr: 9.937e-02, eta: 8 days, 19:18:56, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2578, top5_acc: 0.5047, loss_cls: 3.4617, loss: 3.4617, grad_norm: 1.9227 2020-07-24 04:56:34,874 - mmaction - INFO - Epoch [14][480/3757] lr: 9.937e-02, eta: 8 days, 19:18:23, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2375, top5_acc: 0.4773, loss_cls: 3.5638, loss: 3.5638, grad_norm: 1.9456 2020-07-24 04:56:50,671 - mmaction - INFO - Epoch [14][500/3757] lr: 9.937e-02, eta: 8 days, 19:17:50, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5234, loss_cls: 3.3834, loss: 3.3834, grad_norm: 1.9352 2020-07-24 04:57:06,509 - mmaction - INFO - Epoch [14][520/3757] lr: 9.937e-02, eta: 8 days, 19:17:18, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.4922, loss_cls: 3.5604, loss: 3.5604, grad_norm: 1.9269 2020-07-24 04:57:22,254 - mmaction - INFO - Epoch [14][540/3757] lr: 9.937e-02, eta: 8 days, 19:16:44, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2516, top5_acc: 0.5031, loss_cls: 3.4584, loss: 3.4584, grad_norm: 1.9872 2020-07-24 04:57:38,072 - mmaction - INFO - Epoch [14][560/3757] lr: 9.937e-02, eta: 8 days, 19:16:12, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.5070, loss_cls: 3.4758, loss: 3.4758, grad_norm: 1.9436 2020-07-24 04:57:53,854 - mmaction - INFO - Epoch [14][580/3757] lr: 9.937e-02, eta: 8 days, 19:15:39, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2445, top5_acc: 0.4914, loss_cls: 3.5084, loss: 3.5084, grad_norm: 1.9804 2020-07-24 04:58:09,649 - mmaction - INFO - Epoch [14][600/3757] lr: 9.937e-02, eta: 8 days, 19:15:06, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2570, top5_acc: 0.4906, loss_cls: 3.4817, loss: 3.4817, grad_norm: 1.9332 2020-07-24 04:58:25,376 - mmaction - INFO - Epoch [14][620/3757] lr: 9.937e-02, eta: 8 days, 19:14:32, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2570, top5_acc: 0.5312, loss_cls: 3.3679, loss: 3.3679, grad_norm: 1.9750 2020-07-24 04:58:41,089 - mmaction - INFO - Epoch [14][640/3757] lr: 9.937e-02, eta: 8 days, 19:13:58, time: 0.785, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5227, loss_cls: 3.4287, loss: 3.4287, grad_norm: 1.9513 2020-07-24 04:58:56,895 - mmaction - INFO - Epoch [14][660/3757] lr: 9.937e-02, eta: 8 days, 19:13:25, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5312, loss_cls: 3.3851, loss: 3.3851, grad_norm: 1.9671 2020-07-24 04:59:12,661 - mmaction - INFO - Epoch [14][680/3757] lr: 9.937e-02, eta: 8 days, 19:12:52, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2492, top5_acc: 0.4922, loss_cls: 3.5558, loss: 3.5558, grad_norm: 1.9633 2020-07-24 04:59:28,500 - mmaction - INFO - Epoch [14][700/3757] lr: 9.937e-02, eta: 8 days, 19:12:20, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5180, loss_cls: 3.3675, loss: 3.3675, grad_norm: 1.9393 2020-07-24 04:59:44,372 - mmaction - INFO - Epoch [14][720/3757] lr: 9.937e-02, eta: 8 days, 19:11:48, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2469, top5_acc: 0.4969, loss_cls: 3.4438, loss: 3.4438, grad_norm: 1.9689 2020-07-24 05:00:00,123 - mmaction - INFO - Epoch [14][740/3757] lr: 9.937e-02, eta: 8 days, 19:11:15, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2500, top5_acc: 0.5000, loss_cls: 3.5242, loss: 3.5242, grad_norm: 1.9674 2020-07-24 05:00:21,217 - mmaction - INFO - Epoch [14][760/3757] lr: 9.937e-02, eta: 8 days, 19:12:18, time: 1.052, data_time: 0.005, memory: 6201, top1_acc: 0.2453, top5_acc: 0.5070, loss_cls: 3.4734, loss: 3.4734, grad_norm: 1.9358 2020-07-24 05:00:37,043 - mmaction - INFO - Epoch [14][780/3757] lr: 9.937e-02, eta: 8 days, 19:11:47, time: 0.793, data_time: 0.007, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5094, loss_cls: 3.4044, loss: 3.4044, grad_norm: 1.9610 2020-07-24 05:00:52,816 - mmaction - INFO - Epoch [14][800/3757] lr: 9.937e-02, eta: 8 days, 19:11:14, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5180, loss_cls: 3.4786, loss: 3.4786, grad_norm: 1.9488 2020-07-24 05:01:08,605 - mmaction - INFO - Epoch [14][820/3757] lr: 9.937e-02, eta: 8 days, 19:10:41, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5188, loss_cls: 3.4167, loss: 3.4167, grad_norm: 1.9798 2020-07-24 05:01:24,390 - mmaction - INFO - Epoch [14][840/3757] lr: 9.937e-02, eta: 8 days, 19:10:08, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2562, top5_acc: 0.4977, loss_cls: 3.5428, loss: 3.5428, grad_norm: 1.9670 2020-07-24 05:01:40,247 - mmaction - INFO - Epoch [14][860/3757] lr: 9.937e-02, eta: 8 days, 19:09:37, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5039, loss_cls: 3.4583, loss: 3.4583, grad_norm: 1.9028 2020-07-24 05:01:56,052 - mmaction - INFO - Epoch [14][880/3757] lr: 9.937e-02, eta: 8 days, 19:09:04, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5281, loss_cls: 3.3136, loss: 3.3136, grad_norm: 1.9442 2020-07-24 05:02:11,778 - mmaction - INFO - Epoch [14][900/3757] lr: 9.937e-02, eta: 8 days, 19:08:30, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2523, top5_acc: 0.4992, loss_cls: 3.4423, loss: 3.4423, grad_norm: 2.0094 2020-07-24 05:02:27,605 - mmaction - INFO - Epoch [14][920/3757] lr: 9.937e-02, eta: 8 days, 19:07:58, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2344, top5_acc: 0.4938, loss_cls: 3.5333, loss: 3.5333, grad_norm: 1.9588 2020-07-24 05:02:43,420 - mmaction - INFO - Epoch [14][940/3757] lr: 9.937e-02, eta: 8 days, 19:07:26, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2547, top5_acc: 0.5188, loss_cls: 3.4534, loss: 3.4534, grad_norm: 1.9859 2020-07-24 05:02:59,235 - mmaction - INFO - Epoch [14][960/3757] lr: 9.937e-02, eta: 8 days, 19:06:53, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2461, top5_acc: 0.5141, loss_cls: 3.4432, loss: 3.4432, grad_norm: 1.9966 2020-07-24 05:03:15,024 - mmaction - INFO - Epoch [14][980/3757] lr: 9.937e-02, eta: 8 days, 19:06:21, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5031, loss_cls: 3.4527, loss: 3.4527, grad_norm: 1.9539 2020-07-24 05:03:30,883 - mmaction - INFO - Epoch [14][1000/3757] lr: 9.937e-02, eta: 8 days, 19:05:49, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2641, top5_acc: 0.4977, loss_cls: 3.5284, loss: 3.5284, grad_norm: 1.9210 2020-07-24 05:03:46,746 - mmaction - INFO - Epoch [14][1020/3757] lr: 9.937e-02, eta: 8 days, 19:05:18, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2547, top5_acc: 0.5055, loss_cls: 3.5065, loss: 3.5065, grad_norm: 1.9165 2020-07-24 05:04:02,604 - mmaction - INFO - Epoch [14][1040/3757] lr: 9.937e-02, eta: 8 days, 19:04:47, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5102, loss_cls: 3.4045, loss: 3.4045, grad_norm: 1.9055 2020-07-24 05:04:18,447 - mmaction - INFO - Epoch [14][1060/3757] lr: 9.937e-02, eta: 8 days, 19:04:15, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2625, top5_acc: 0.4813, loss_cls: 3.5176, loss: 3.5176, grad_norm: 1.9646 2020-07-24 05:04:34,287 - mmaction - INFO - Epoch [14][1080/3757] lr: 9.937e-02, eta: 8 days, 19:03:43, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5094, loss_cls: 3.4698, loss: 3.4698, grad_norm: 1.9499 2020-07-24 05:04:50,085 - mmaction - INFO - Epoch [14][1100/3757] lr: 9.937e-02, eta: 8 days, 19:03:11, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5055, loss_cls: 3.4618, loss: 3.4618, grad_norm: 1.9725 2020-07-24 05:05:05,950 - mmaction - INFO - Epoch [14][1120/3757] lr: 9.937e-02, eta: 8 days, 19:02:39, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2578, top5_acc: 0.4961, loss_cls: 3.5602, loss: 3.5602, grad_norm: 1.9495 2020-07-24 05:05:21,720 - mmaction - INFO - Epoch [14][1140/3757] lr: 9.937e-02, eta: 8 days, 19:02:06, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5086, loss_cls: 3.4422, loss: 3.4422, grad_norm: 1.9964 2020-07-24 05:05:37,474 - mmaction - INFO - Epoch [14][1160/3757] lr: 9.937e-02, eta: 8 days, 19:01:33, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5156, loss_cls: 3.4516, loss: 3.4516, grad_norm: 1.9960 2020-07-24 05:05:53,257 - mmaction - INFO - Epoch [14][1180/3757] lr: 9.937e-02, eta: 8 days, 19:01:00, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2539, top5_acc: 0.4820, loss_cls: 3.5412, loss: 3.5412, grad_norm: 1.9515 2020-07-24 05:06:09,064 - mmaction - INFO - Epoch [14][1200/3757] lr: 9.937e-02, eta: 8 days, 19:00:28, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5156, loss_cls: 3.3793, loss: 3.3793, grad_norm: 1.9755 2020-07-24 05:06:24,841 - mmaction - INFO - Epoch [14][1220/3757] lr: 9.937e-02, eta: 8 days, 18:59:55, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2328, top5_acc: 0.5094, loss_cls: 3.4607, loss: 3.4607, grad_norm: 1.9725 2020-07-24 05:06:40,633 - mmaction - INFO - Epoch [14][1240/3757] lr: 9.937e-02, eta: 8 days, 18:59:23, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2484, top5_acc: 0.4844, loss_cls: 3.4409, loss: 3.4409, grad_norm: 1.9692 2020-07-24 05:06:56,406 - mmaction - INFO - Epoch [14][1260/3757] lr: 9.937e-02, eta: 8 days, 18:58:50, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5258, loss_cls: 3.3728, loss: 3.3728, grad_norm: 1.9464 2020-07-24 05:07:12,226 - mmaction - INFO - Epoch [14][1280/3757] lr: 9.937e-02, eta: 8 days, 18:58:17, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5008, loss_cls: 3.4789, loss: 3.4789, grad_norm: 1.9424 2020-07-24 05:07:28,035 - mmaction - INFO - Epoch [14][1300/3757] lr: 9.937e-02, eta: 8 days, 18:57:45, time: 0.792, data_time: 0.005, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5047, loss_cls: 3.4116, loss: 3.4116, grad_norm: 1.9761 2020-07-24 05:07:43,879 - mmaction - INFO - Epoch [14][1320/3757] lr: 9.937e-02, eta: 8 days, 18:57:14, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2594, top5_acc: 0.5070, loss_cls: 3.5368, loss: 3.5368, grad_norm: 2.0189 2020-07-24 05:07:59,669 - mmaction - INFO - Epoch [14][1340/3757] lr: 9.937e-02, eta: 8 days, 18:56:42, time: 0.790, data_time: 0.005, memory: 6201, top1_acc: 0.2477, top5_acc: 0.5016, loss_cls: 3.4704, loss: 3.4704, grad_norm: 1.9264 2020-07-24 05:08:15,457 - mmaction - INFO - Epoch [14][1360/3757] lr: 9.937e-02, eta: 8 days, 18:56:09, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4875, loss_cls: 3.5337, loss: 3.5337, grad_norm: 1.9433 2020-07-24 05:08:31,226 - mmaction - INFO - Epoch [14][1380/3757] lr: 9.937e-02, eta: 8 days, 18:55:36, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2609, top5_acc: 0.5023, loss_cls: 3.4702, loss: 3.4702, grad_norm: 2.0097 2020-07-24 05:08:46,946 - mmaction - INFO - Epoch [14][1400/3757] lr: 9.937e-02, eta: 8 days, 18:55:03, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5266, loss_cls: 3.3893, loss: 3.3893, grad_norm: 1.9645 2020-07-24 05:09:02,708 - mmaction - INFO - Epoch [14][1420/3757] lr: 9.937e-02, eta: 8 days, 18:54:30, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5172, loss_cls: 3.3815, loss: 3.3815, grad_norm: 1.9610 2020-07-24 05:09:18,462 - mmaction - INFO - Epoch [14][1440/3757] lr: 9.937e-02, eta: 8 days, 18:53:57, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2547, top5_acc: 0.5141, loss_cls: 3.4794, loss: 3.4794, grad_norm: 1.9456 2020-07-24 05:09:34,276 - mmaction - INFO - Epoch [14][1460/3757] lr: 9.937e-02, eta: 8 days, 18:53:25, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2539, top5_acc: 0.5156, loss_cls: 3.4620, loss: 3.4620, grad_norm: 1.9350 2020-07-24 05:09:50,028 - mmaction - INFO - Epoch [14][1480/3757] lr: 9.937e-02, eta: 8 days, 18:52:52, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5125, loss_cls: 3.4119, loss: 3.4119, grad_norm: 1.9755 2020-07-24 05:10:05,897 - mmaction - INFO - Epoch [14][1500/3757] lr: 9.937e-02, eta: 8 days, 18:52:20, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5102, loss_cls: 3.4046, loss: 3.4046, grad_norm: 1.9629 2020-07-24 05:10:21,656 - mmaction - INFO - Epoch [14][1520/3757] lr: 9.937e-02, eta: 8 days, 18:51:48, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2477, top5_acc: 0.5055, loss_cls: 3.4948, loss: 3.4948, grad_norm: 1.9812 2020-07-24 05:10:37,379 - mmaction - INFO - Epoch [14][1540/3757] lr: 9.937e-02, eta: 8 days, 18:51:14, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2406, top5_acc: 0.5031, loss_cls: 3.4600, loss: 3.4600, grad_norm: 1.9618 2020-07-24 05:10:53,129 - mmaction - INFO - Epoch [14][1560/3757] lr: 9.937e-02, eta: 8 days, 18:50:41, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5117, loss_cls: 3.4928, loss: 3.4928, grad_norm: 2.0356 2020-07-24 05:11:09,018 - mmaction - INFO - Epoch [14][1580/3757] lr: 9.937e-02, eta: 8 days, 18:50:10, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2359, top5_acc: 0.4906, loss_cls: 3.5700, loss: 3.5700, grad_norm: 1.9741 2020-07-24 05:11:24,699 - mmaction - INFO - Epoch [14][1600/3757] lr: 9.937e-02, eta: 8 days, 18:49:36, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5172, loss_cls: 3.4616, loss: 3.4616, grad_norm: 1.9704 2020-07-24 05:11:40,465 - mmaction - INFO - Epoch [14][1620/3757] lr: 9.937e-02, eta: 8 days, 18:49:04, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2570, top5_acc: 0.4945, loss_cls: 3.5028, loss: 3.5028, grad_norm: 1.9356 2020-07-24 05:11:56,203 - mmaction - INFO - Epoch [14][1640/3757] lr: 9.937e-02, eta: 8 days, 18:48:30, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2594, top5_acc: 0.5164, loss_cls: 3.4644, loss: 3.4644, grad_norm: 1.9467 2020-07-24 05:12:11,958 - mmaction - INFO - Epoch [14][1660/3757] lr: 9.937e-02, eta: 8 days, 18:47:57, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5258, loss_cls: 3.4637, loss: 3.4637, grad_norm: 1.9917 2020-07-24 05:12:27,738 - mmaction - INFO - Epoch [14][1680/3757] lr: 9.937e-02, eta: 8 days, 18:47:25, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2547, top5_acc: 0.4898, loss_cls: 3.4661, loss: 3.4661, grad_norm: 1.9744 2020-07-24 05:12:43,494 - mmaction - INFO - Epoch [14][1700/3757] lr: 9.937e-02, eta: 8 days, 18:46:52, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2531, top5_acc: 0.5047, loss_cls: 3.4922, loss: 3.4922, grad_norm: 1.9595 2020-07-24 05:12:59,242 - mmaction - INFO - Epoch [14][1720/3757] lr: 9.937e-02, eta: 8 days, 18:46:19, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2320, top5_acc: 0.4938, loss_cls: 3.5221, loss: 3.5221, grad_norm: 1.9792 2020-07-24 05:13:15,092 - mmaction - INFO - Epoch [14][1740/3757] lr: 9.937e-02, eta: 8 days, 18:45:48, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5031, loss_cls: 3.4803, loss: 3.4803, grad_norm: 1.9390 2020-07-24 05:13:30,851 - mmaction - INFO - Epoch [14][1760/3757] lr: 9.937e-02, eta: 8 days, 18:45:15, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5039, loss_cls: 3.4739, loss: 3.4739, grad_norm: 1.9371 2020-07-24 05:13:46,595 - mmaction - INFO - Epoch [14][1780/3757] lr: 9.937e-02, eta: 8 days, 18:44:42, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2461, top5_acc: 0.4805, loss_cls: 3.5344, loss: 3.5344, grad_norm: 1.9693 2020-07-24 05:14:02,385 - mmaction - INFO - Epoch [14][1800/3757] lr: 9.937e-02, eta: 8 days, 18:44:10, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2531, top5_acc: 0.5039, loss_cls: 3.5275, loss: 3.5275, grad_norm: 1.9850 2020-07-24 05:14:18,174 - mmaction - INFO - Epoch [14][1820/3757] lr: 9.937e-02, eta: 8 days, 18:43:38, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2461, top5_acc: 0.5125, loss_cls: 3.4502, loss: 3.4502, grad_norm: 1.9601 2020-07-24 05:14:33,921 - mmaction - INFO - Epoch [14][1840/3757] lr: 9.937e-02, eta: 8 days, 18:43:05, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5141, loss_cls: 3.4152, loss: 3.4152, grad_norm: 1.9921 2020-07-24 05:14:49,689 - mmaction - INFO - Epoch [14][1860/3757] lr: 9.937e-02, eta: 8 days, 18:42:32, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2383, top5_acc: 0.4992, loss_cls: 3.5236, loss: 3.5236, grad_norm: 1.9538 2020-07-24 05:15:05,512 - mmaction - INFO - Epoch [14][1880/3757] lr: 9.937e-02, eta: 8 days, 18:42:01, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2492, top5_acc: 0.4859, loss_cls: 3.4950, loss: 3.4950, grad_norm: 1.9357 2020-07-24 05:15:21,270 - mmaction - INFO - Epoch [14][1900/3757] lr: 9.937e-02, eta: 8 days, 18:41:28, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5312, loss_cls: 3.4228, loss: 3.4228, grad_norm: 2.0057 2020-07-24 05:15:37,163 - mmaction - INFO - Epoch [14][1920/3757] lr: 9.937e-02, eta: 8 days, 18:40:57, time: 0.794, data_time: 0.005, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5281, loss_cls: 3.4219, loss: 3.4219, grad_norm: 1.9628 2020-07-24 05:15:52,909 - mmaction - INFO - Epoch [14][1940/3757] lr: 9.937e-02, eta: 8 days, 18:40:25, time: 0.789, data_time: 0.005, memory: 6201, top1_acc: 0.2570, top5_acc: 0.4961, loss_cls: 3.4931, loss: 3.4931, grad_norm: 1.9964 2020-07-24 05:16:08,723 - mmaction - INFO - Epoch [14][1960/3757] lr: 9.937e-02, eta: 8 days, 18:39:53, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5156, loss_cls: 3.3825, loss: 3.3825, grad_norm: 1.9261 2020-07-24 05:16:24,496 - mmaction - INFO - Epoch [14][1980/3757] lr: 9.937e-02, eta: 8 days, 18:39:21, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2570, top5_acc: 0.4906, loss_cls: 3.5540, loss: 3.5540, grad_norm: 1.9948 2020-07-24 05:16:40,261 - mmaction - INFO - Epoch [14][2000/3757] lr: 9.937e-02, eta: 8 days, 18:38:48, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5062, loss_cls: 3.4591, loss: 3.4591, grad_norm: 1.9808 2020-07-24 05:16:56,013 - mmaction - INFO - Epoch [14][2020/3757] lr: 9.937e-02, eta: 8 days, 18:38:16, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2578, top5_acc: 0.4945, loss_cls: 3.4596, loss: 3.4596, grad_norm: 1.9299 2020-07-24 05:17:11,839 - mmaction - INFO - Epoch [14][2040/3757] lr: 9.937e-02, eta: 8 days, 18:37:44, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5117, loss_cls: 3.4068, loss: 3.4068, grad_norm: 1.9111 2020-07-24 05:17:27,653 - mmaction - INFO - Epoch [14][2060/3757] lr: 9.937e-02, eta: 8 days, 18:37:13, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2484, top5_acc: 0.5133, loss_cls: 3.5068, loss: 3.5068, grad_norm: 1.9906 2020-07-24 05:17:43,488 - mmaction - INFO - Epoch [14][2080/3757] lr: 9.937e-02, eta: 8 days, 18:36:41, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5188, loss_cls: 3.3908, loss: 3.3908, grad_norm: 1.9908 2020-07-24 05:17:59,286 - mmaction - INFO - Epoch [14][2100/3757] lr: 9.937e-02, eta: 8 days, 18:36:10, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5031, loss_cls: 3.4788, loss: 3.4788, grad_norm: 1.9873 2020-07-24 05:18:15,077 - mmaction - INFO - Epoch [14][2120/3757] lr: 9.937e-02, eta: 8 days, 18:35:38, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5062, loss_cls: 3.4747, loss: 3.4747, grad_norm: 1.9540 2020-07-24 05:18:30,903 - mmaction - INFO - Epoch [14][2140/3757] lr: 9.937e-02, eta: 8 days, 18:35:06, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2625, top5_acc: 0.4992, loss_cls: 3.4978, loss: 3.4978, grad_norm: 1.9764 2020-07-24 05:18:46,657 - mmaction - INFO - Epoch [14][2160/3757] lr: 9.937e-02, eta: 8 days, 18:34:34, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5141, loss_cls: 3.4343, loss: 3.4343, grad_norm: 2.0061 2020-07-24 05:19:02,450 - mmaction - INFO - Epoch [14][2180/3757] lr: 9.937e-02, eta: 8 days, 18:34:02, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5164, loss_cls: 3.4506, loss: 3.4506, grad_norm: 1.9444 2020-07-24 05:19:18,213 - mmaction - INFO - Epoch [14][2200/3757] lr: 9.937e-02, eta: 8 days, 18:33:30, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5094, loss_cls: 3.4412, loss: 3.4412, grad_norm: 1.9589 2020-07-24 05:19:33,993 - mmaction - INFO - Epoch [14][2220/3757] lr: 9.937e-02, eta: 8 days, 18:32:57, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2500, top5_acc: 0.4992, loss_cls: 3.4762, loss: 3.4762, grad_norm: 1.9539 2020-07-24 05:19:49,770 - mmaction - INFO - Epoch [14][2240/3757] lr: 9.937e-02, eta: 8 days, 18:32:25, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.4906, loss_cls: 3.4362, loss: 3.4362, grad_norm: 1.9274 2020-07-24 05:20:05,561 - mmaction - INFO - Epoch [14][2260/3757] lr: 9.937e-02, eta: 8 days, 18:31:53, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2484, top5_acc: 0.5039, loss_cls: 3.4732, loss: 3.4732, grad_norm: 1.9608 2020-07-24 05:20:21,330 - mmaction - INFO - Epoch [14][2280/3757] lr: 9.937e-02, eta: 8 days, 18:31:21, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2516, top5_acc: 0.4914, loss_cls: 3.5159, loss: 3.5159, grad_norm: 1.9291 2020-07-24 05:20:37,047 - mmaction - INFO - Epoch [14][2300/3757] lr: 9.937e-02, eta: 8 days, 18:30:48, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2437, top5_acc: 0.5016, loss_cls: 3.5241, loss: 3.5241, grad_norm: 2.0232 2020-07-24 05:20:52,827 - mmaction - INFO - Epoch [14][2320/3757] lr: 9.937e-02, eta: 8 days, 18:30:16, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5258, loss_cls: 3.3829, loss: 3.3829, grad_norm: 2.0112 2020-07-24 05:21:08,619 - mmaction - INFO - Epoch [14][2340/3757] lr: 9.937e-02, eta: 8 days, 18:29:44, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5539, loss_cls: 3.2766, loss: 3.2766, grad_norm: 1.9724 2020-07-24 05:21:24,377 - mmaction - INFO - Epoch [14][2360/3757] lr: 9.937e-02, eta: 8 days, 18:29:12, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.4969, loss_cls: 3.5220, loss: 3.5220, grad_norm: 1.9755 2020-07-24 05:21:40,118 - mmaction - INFO - Epoch [14][2380/3757] lr: 9.937e-02, eta: 8 days, 18:28:39, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5133, loss_cls: 3.4545, loss: 3.4545, grad_norm: 1.9723 2020-07-24 05:21:55,868 - mmaction - INFO - Epoch [14][2400/3757] lr: 9.937e-02, eta: 8 days, 18:28:07, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5211, loss_cls: 3.3681, loss: 3.3681, grad_norm: 1.9168 2020-07-24 05:22:11,712 - mmaction - INFO - Epoch [14][2420/3757] lr: 9.937e-02, eta: 8 days, 18:27:36, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5102, loss_cls: 3.4208, loss: 3.4208, grad_norm: 1.9968 2020-07-24 05:22:27,606 - mmaction - INFO - Epoch [14][2440/3757] lr: 9.937e-02, eta: 8 days, 18:27:06, time: 0.795, data_time: 0.004, memory: 6201, top1_acc: 0.2570, top5_acc: 0.5008, loss_cls: 3.5270, loss: 3.5270, grad_norm: 1.9817 2020-07-24 05:22:43,454 - mmaction - INFO - Epoch [14][2460/3757] lr: 9.937e-02, eta: 8 days, 18:26:35, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5141, loss_cls: 3.3526, loss: 3.3526, grad_norm: 1.9717 2020-07-24 05:22:59,252 - mmaction - INFO - Epoch [14][2480/3757] lr: 9.937e-02, eta: 8 days, 18:26:03, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5352, loss_cls: 3.3367, loss: 3.3367, grad_norm: 1.9890 2020-07-24 05:23:15,019 - mmaction - INFO - Epoch [14][2500/3757] lr: 9.937e-02, eta: 8 days, 18:25:31, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5195, loss_cls: 3.3529, loss: 3.3529, grad_norm: 1.9457 2020-07-24 05:23:30,815 - mmaction - INFO - Epoch [14][2520/3757] lr: 9.937e-02, eta: 8 days, 18:25:00, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2594, top5_acc: 0.4844, loss_cls: 3.5100, loss: 3.5100, grad_norm: 2.0147 2020-07-24 05:23:46,676 - mmaction - INFO - Epoch [14][2540/3757] lr: 9.937e-02, eta: 8 days, 18:24:29, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.4977, loss_cls: 3.4959, loss: 3.4959, grad_norm: 1.9717 2020-07-24 05:24:02,434 - mmaction - INFO - Epoch [14][2560/3757] lr: 9.937e-02, eta: 8 days, 18:23:57, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5258, loss_cls: 3.3591, loss: 3.3591, grad_norm: 1.9812 2020-07-24 05:24:18,147 - mmaction - INFO - Epoch [14][2580/3757] lr: 9.937e-02, eta: 8 days, 18:23:24, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2547, top5_acc: 0.5023, loss_cls: 3.5088, loss: 3.5088, grad_norm: 2.0371 2020-07-24 05:24:33,897 - mmaction - INFO - Epoch [14][2600/3757] lr: 9.937e-02, eta: 8 days, 18:22:52, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2508, top5_acc: 0.4961, loss_cls: 3.4657, loss: 3.4657, grad_norm: 1.9677 2020-07-24 05:24:49,670 - mmaction - INFO - Epoch [14][2620/3757] lr: 9.937e-02, eta: 8 days, 18:22:20, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.2586, top5_acc: 0.4938, loss_cls: 3.5317, loss: 3.5317, grad_norm: 1.9300 2020-07-24 05:25:05,481 - mmaction - INFO - Epoch [14][2640/3757] lr: 9.937e-02, eta: 8 days, 18:21:48, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.5023, loss_cls: 3.4935, loss: 3.4935, grad_norm: 1.9288 2020-07-24 05:25:21,210 - mmaction - INFO - Epoch [14][2660/3757] lr: 9.937e-02, eta: 8 days, 18:21:16, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2422, top5_acc: 0.4750, loss_cls: 3.5589, loss: 3.5589, grad_norm: 1.9354 2020-07-24 05:25:37,003 - mmaction - INFO - Epoch [14][2680/3757] lr: 9.937e-02, eta: 8 days, 18:20:44, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5109, loss_cls: 3.4250, loss: 3.4250, grad_norm: 1.9477 2020-07-24 05:25:52,797 - mmaction - INFO - Epoch [14][2700/3757] lr: 9.937e-02, eta: 8 days, 18:20:12, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5281, loss_cls: 3.4434, loss: 3.4434, grad_norm: 1.9647 2020-07-24 05:26:08,534 - mmaction - INFO - Epoch [14][2720/3757] lr: 9.937e-02, eta: 8 days, 18:19:40, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2437, top5_acc: 0.5109, loss_cls: 3.5027, loss: 3.5027, grad_norm: 2.0302 2020-07-24 05:26:24,300 - mmaction - INFO - Epoch [14][2740/3757] lr: 9.937e-02, eta: 8 days, 18:19:08, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2461, top5_acc: 0.4875, loss_cls: 3.5419, loss: 3.5419, grad_norm: 1.9704 2020-07-24 05:26:40,053 - mmaction - INFO - Epoch [14][2760/3757] lr: 9.937e-02, eta: 8 days, 18:18:36, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5125, loss_cls: 3.4132, loss: 3.4132, grad_norm: 1.9477 2020-07-24 05:26:55,826 - mmaction - INFO - Epoch [14][2780/3757] lr: 9.937e-02, eta: 8 days, 18:18:04, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5180, loss_cls: 3.3948, loss: 3.3948, grad_norm: 1.9287 2020-07-24 05:27:11,582 - mmaction - INFO - Epoch [14][2800/3757] lr: 9.937e-02, eta: 8 days, 18:17:32, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.4805, loss_cls: 3.5682, loss: 3.5682, grad_norm: 1.9117 2020-07-24 05:27:27,320 - mmaction - INFO - Epoch [14][2820/3757] lr: 9.937e-02, eta: 8 days, 18:16:59, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.5102, loss_cls: 3.3731, loss: 3.3731, grad_norm: 1.9125 2020-07-24 05:27:43,155 - mmaction - INFO - Epoch [14][2840/3757] lr: 9.937e-02, eta: 8 days, 18:16:28, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5039, loss_cls: 3.4727, loss: 3.4727, grad_norm: 1.9314 2020-07-24 05:27:58,932 - mmaction - INFO - Epoch [14][2860/3757] lr: 9.937e-02, eta: 8 days, 18:15:57, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2492, top5_acc: 0.4992, loss_cls: 3.4974, loss: 3.4974, grad_norm: 1.9381 2020-07-24 05:28:14,697 - mmaction - INFO - Epoch [14][2880/3757] lr: 9.937e-02, eta: 8 days, 18:15:25, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2523, top5_acc: 0.5016, loss_cls: 3.4650, loss: 3.4650, grad_norm: 1.9729 2020-07-24 05:28:30,464 - mmaction - INFO - Epoch [14][2900/3757] lr: 9.937e-02, eta: 8 days, 18:14:53, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2594, top5_acc: 0.5023, loss_cls: 3.4587, loss: 3.4587, grad_norm: 1.9805 2020-07-24 05:28:46,257 - mmaction - INFO - Epoch [14][2920/3757] lr: 9.937e-02, eta: 8 days, 18:14:21, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5102, loss_cls: 3.4091, loss: 3.4091, grad_norm: 1.9989 2020-07-24 05:29:02,086 - mmaction - INFO - Epoch [14][2940/3757] lr: 9.937e-02, eta: 8 days, 18:13:51, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5094, loss_cls: 3.4763, loss: 3.4763, grad_norm: 2.0080 2020-07-24 05:29:17,946 - mmaction - INFO - Epoch [14][2960/3757] lr: 9.937e-02, eta: 8 days, 18:13:20, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2578, top5_acc: 0.4852, loss_cls: 3.5204, loss: 3.5204, grad_norm: 1.9959 2020-07-24 05:29:33,711 - mmaction - INFO - Epoch [14][2980/3757] lr: 9.937e-02, eta: 8 days, 18:12:48, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2508, top5_acc: 0.4836, loss_cls: 3.5316, loss: 3.5316, grad_norm: 1.9572 2020-07-24 05:29:49,564 - mmaction - INFO - Epoch [14][3000/3757] lr: 9.937e-02, eta: 8 days, 18:12:18, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2547, top5_acc: 0.4961, loss_cls: 3.4939, loss: 3.4939, grad_norm: 1.9334 2020-07-24 05:30:05,401 - mmaction - INFO - Epoch [14][3020/3757] lr: 9.937e-02, eta: 8 days, 18:11:48, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2609, top5_acc: 0.5109, loss_cls: 3.4630, loss: 3.4630, grad_norm: 1.9731 2020-07-24 05:30:21,123 - mmaction - INFO - Epoch [14][3040/3757] lr: 9.937e-02, eta: 8 days, 18:11:15, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5242, loss_cls: 3.3773, loss: 3.3773, grad_norm: 1.9610 2020-07-24 05:30:36,870 - mmaction - INFO - Epoch [14][3060/3757] lr: 9.937e-02, eta: 8 days, 18:10:43, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5039, loss_cls: 3.4379, loss: 3.4379, grad_norm: 1.9098 2020-07-24 05:30:52,607 - mmaction - INFO - Epoch [14][3080/3757] lr: 9.937e-02, eta: 8 days, 18:10:11, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5094, loss_cls: 3.4197, loss: 3.4197, grad_norm: 1.9886 2020-07-24 05:31:08,394 - mmaction - INFO - Epoch [14][3100/3757] lr: 9.937e-02, eta: 8 days, 18:09:39, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2445, top5_acc: 0.5047, loss_cls: 3.4961, loss: 3.4961, grad_norm: 1.9858 2020-07-24 05:31:24,250 - mmaction - INFO - Epoch [14][3120/3757] lr: 9.937e-02, eta: 8 days, 18:09:08, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2492, top5_acc: 0.5070, loss_cls: 3.5393, loss: 3.5393, grad_norm: 2.0102 2020-07-24 05:31:40,045 - mmaction - INFO - Epoch [14][3140/3757] lr: 9.937e-02, eta: 8 days, 18:08:38, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5328, loss_cls: 3.3383, loss: 3.3383, grad_norm: 1.9192 2020-07-24 05:31:55,801 - mmaction - INFO - Epoch [14][3160/3757] lr: 9.937e-02, eta: 8 days, 18:08:06, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5180, loss_cls: 3.4213, loss: 3.4213, grad_norm: 1.9278 2020-07-24 05:32:11,574 - mmaction - INFO - Epoch [14][3180/3757] lr: 9.937e-02, eta: 8 days, 18:07:34, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5148, loss_cls: 3.4675, loss: 3.4675, grad_norm: 1.9698 2020-07-24 05:32:27,363 - mmaction - INFO - Epoch [14][3200/3757] lr: 9.937e-02, eta: 8 days, 18:07:03, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2531, top5_acc: 0.4844, loss_cls: 3.5429, loss: 3.5429, grad_norm: 1.9808 2020-07-24 05:32:43,121 - mmaction - INFO - Epoch [14][3220/3757] lr: 9.937e-02, eta: 8 days, 18:06:31, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5125, loss_cls: 3.3945, loss: 3.3945, grad_norm: 1.9192 2020-07-24 05:32:58,958 - mmaction - INFO - Epoch [14][3240/3757] lr: 9.937e-02, eta: 8 days, 18:06:01, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2516, top5_acc: 0.5062, loss_cls: 3.4217, loss: 3.4217, grad_norm: 1.9582 2020-07-24 05:33:14,708 - mmaction - INFO - Epoch [14][3260/3757] lr: 9.937e-02, eta: 8 days, 18:05:29, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2469, top5_acc: 0.4852, loss_cls: 3.5534, loss: 3.5534, grad_norm: 1.9192 2020-07-24 05:33:30,462 - mmaction - INFO - Epoch [14][3280/3757] lr: 9.937e-02, eta: 8 days, 18:04:57, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.4938, loss_cls: 3.4481, loss: 3.4481, grad_norm: 1.9967 2020-07-24 05:33:46,227 - mmaction - INFO - Epoch [14][3300/3757] lr: 9.937e-02, eta: 8 days, 18:04:25, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5188, loss_cls: 3.4265, loss: 3.4265, grad_norm: 1.9559 2020-07-24 05:34:01,955 - mmaction - INFO - Epoch [14][3320/3757] lr: 9.937e-02, eta: 8 days, 18:03:53, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2492, top5_acc: 0.4891, loss_cls: 3.5805, loss: 3.5805, grad_norm: 1.9707 2020-07-24 05:34:17,687 - mmaction - INFO - Epoch [14][3340/3757] lr: 9.937e-02, eta: 8 days, 18:03:20, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5000, loss_cls: 3.5162, loss: 3.5162, grad_norm: 1.9296 2020-07-24 05:34:33,504 - mmaction - INFO - Epoch [14][3360/3757] lr: 9.937e-02, eta: 8 days, 18:02:50, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5062, loss_cls: 3.4817, loss: 3.4817, grad_norm: 1.8893 2020-07-24 05:34:49,304 - mmaction - INFO - Epoch [14][3380/3757] lr: 9.937e-02, eta: 8 days, 18:02:19, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5195, loss_cls: 3.4976, loss: 3.4976, grad_norm: 1.9323 2020-07-24 05:35:05,103 - mmaction - INFO - Epoch [14][3400/3757] lr: 9.937e-02, eta: 8 days, 18:01:48, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.4992, loss_cls: 3.4716, loss: 3.4716, grad_norm: 1.9156 2020-07-24 05:35:20,899 - mmaction - INFO - Epoch [14][3420/3757] lr: 9.937e-02, eta: 8 days, 18:01:17, time: 0.790, data_time: 0.001, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5266, loss_cls: 3.3887, loss: 3.3887, grad_norm: 1.9899 2020-07-24 05:35:36,687 - mmaction - INFO - Epoch [14][3440/3757] lr: 9.937e-02, eta: 8 days, 18:00:45, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5062, loss_cls: 3.4786, loss: 3.4786, grad_norm: 1.9731 2020-07-24 05:35:52,442 - mmaction - INFO - Epoch [14][3460/3757] lr: 9.937e-02, eta: 8 days, 18:00:14, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2547, top5_acc: 0.4977, loss_cls: 3.4574, loss: 3.4574, grad_norm: 1.9962 2020-07-24 05:36:08,303 - mmaction - INFO - Epoch [14][3480/3757] lr: 9.937e-02, eta: 8 days, 17:59:43, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2469, top5_acc: 0.4844, loss_cls: 3.5596, loss: 3.5596, grad_norm: 1.9706 2020-07-24 05:36:24,034 - mmaction - INFO - Epoch [14][3500/3757] lr: 9.937e-02, eta: 8 days, 17:59:12, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5008, loss_cls: 3.4842, loss: 3.4842, grad_norm: 1.9577 2020-07-24 05:36:39,809 - mmaction - INFO - Epoch [14][3520/3757] lr: 9.937e-02, eta: 8 days, 17:58:40, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5320, loss_cls: 3.4022, loss: 3.4022, grad_norm: 1.9715 2020-07-24 05:36:55,553 - mmaction - INFO - Epoch [14][3540/3757] lr: 9.937e-02, eta: 8 days, 17:58:08, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5312, loss_cls: 3.3800, loss: 3.3800, grad_norm: 1.9804 2020-07-24 05:37:11,317 - mmaction - INFO - Epoch [14][3560/3757] lr: 9.937e-02, eta: 8 days, 17:57:36, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5406, loss_cls: 3.3367, loss: 3.3367, grad_norm: 2.0160 2020-07-24 05:37:27,112 - mmaction - INFO - Epoch [14][3580/3757] lr: 9.937e-02, eta: 8 days, 17:57:05, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2570, top5_acc: 0.5055, loss_cls: 3.4694, loss: 3.4694, grad_norm: 2.0099 2020-07-24 05:37:42,937 - mmaction - INFO - Epoch [14][3600/3757] lr: 9.937e-02, eta: 8 days, 17:56:35, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2609, top5_acc: 0.5344, loss_cls: 3.3935, loss: 3.3935, grad_norm: 1.9626 2020-07-24 05:37:58,729 - mmaction - INFO - Epoch [14][3620/3757] lr: 9.937e-02, eta: 8 days, 17:56:04, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2508, top5_acc: 0.5188, loss_cls: 3.4282, loss: 3.4282, grad_norm: 2.0406 2020-07-24 05:38:14,504 - mmaction - INFO - Epoch [14][3640/3757] lr: 9.937e-02, eta: 8 days, 17:55:33, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2297, top5_acc: 0.4938, loss_cls: 3.5416, loss: 3.5416, grad_norm: 1.9805 2020-07-24 05:38:30,239 - mmaction - INFO - Epoch [14][3660/3757] lr: 9.937e-02, eta: 8 days, 17:55:01, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.4961, loss_cls: 3.5405, loss: 3.5405, grad_norm: 1.9594 2020-07-24 05:38:46,045 - mmaction - INFO - Epoch [14][3680/3757] lr: 9.937e-02, eta: 8 days, 17:54:30, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2414, top5_acc: 0.5109, loss_cls: 3.4254, loss: 3.4254, grad_norm: 2.0430 2020-07-24 05:39:01,814 - mmaction - INFO - Epoch [14][3700/3757] lr: 9.937e-02, eta: 8 days, 17:53:59, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2469, top5_acc: 0.5047, loss_cls: 3.4863, loss: 3.4863, grad_norm: 1.9703 2020-07-24 05:39:17,587 - mmaction - INFO - Epoch [14][3720/3757] lr: 9.937e-02, eta: 8 days, 17:53:28, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2633, top5_acc: 0.4984, loss_cls: 3.4839, loss: 3.4839, grad_norm: 1.9254 2020-07-24 05:39:33,348 - mmaction - INFO - Epoch [14][3740/3757] lr: 9.937e-02, eta: 8 days, 17:52:56, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2594, top5_acc: 0.5172, loss_cls: 3.4277, loss: 3.4277, grad_norm: 1.9805 2020-07-24 05:42:47,680 - mmaction - INFO - Epoch [15][20/3757] lr: 9.926e-02, eta: 8 days, 18:33:43, time: 8.708, data_time: 7.823, memory: 6201, top1_acc: 0.2578, top5_acc: 0.5055, loss_cls: 3.4922, loss: 3.4922, grad_norm: 1.9918 2020-07-24 05:43:03,431 - mmaction - INFO - Epoch [15][40/3757] lr: 9.926e-02, eta: 8 days, 18:33:10, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2547, top5_acc: 0.4961, loss_cls: 3.4405, loss: 3.4405, grad_norm: 1.9274 2020-07-24 05:43:19,226 - mmaction - INFO - Epoch [15][60/3757] lr: 9.926e-02, eta: 8 days, 18:32:38, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5172, loss_cls: 3.3748, loss: 3.3748, grad_norm: 1.9525 2020-07-24 05:43:34,979 - mmaction - INFO - Epoch [15][80/3757] lr: 9.926e-02, eta: 8 days, 18:32:06, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5234, loss_cls: 3.3656, loss: 3.3656, grad_norm: 2.0293 2020-07-24 05:43:50,753 - mmaction - INFO - Epoch [15][100/3757] lr: 9.926e-02, eta: 8 days, 18:31:34, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5211, loss_cls: 3.3951, loss: 3.3951, grad_norm: 1.9564 2020-07-24 05:44:06,515 - mmaction - INFO - Epoch [15][120/3757] lr: 9.926e-02, eta: 8 days, 18:31:01, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2492, top5_acc: 0.5016, loss_cls: 3.4830, loss: 3.4830, grad_norm: 2.0172 2020-07-24 05:44:22,332 - mmaction - INFO - Epoch [15][140/3757] lr: 9.926e-02, eta: 8 days, 18:30:30, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2391, top5_acc: 0.5133, loss_cls: 3.5217, loss: 3.5217, grad_norm: 2.0156 2020-07-24 05:44:38,102 - mmaction - INFO - Epoch [15][160/3757] lr: 9.926e-02, eta: 8 days, 18:29:57, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5336, loss_cls: 3.3596, loss: 3.3596, grad_norm: 1.9236 2020-07-24 05:44:53,862 - mmaction - INFO - Epoch [15][180/3757] lr: 9.926e-02, eta: 8 days, 18:29:25, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5148, loss_cls: 3.3634, loss: 3.3634, grad_norm: 2.0317 2020-07-24 05:45:09,627 - mmaction - INFO - Epoch [15][200/3757] lr: 9.926e-02, eta: 8 days, 18:28:53, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5172, loss_cls: 3.3800, loss: 3.3800, grad_norm: 1.9977 2020-07-24 05:45:25,447 - mmaction - INFO - Epoch [15][220/3757] lr: 9.926e-02, eta: 8 days, 18:28:21, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5070, loss_cls: 3.4245, loss: 3.4245, grad_norm: 1.9519 2020-07-24 05:45:41,198 - mmaction - INFO - Epoch [15][240/3757] lr: 9.926e-02, eta: 8 days, 18:27:49, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5031, loss_cls: 3.4464, loss: 3.4464, grad_norm: 1.9844 2020-07-24 05:45:57,028 - mmaction - INFO - Epoch [15][260/3757] lr: 9.926e-02, eta: 8 days, 18:27:18, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5367, loss_cls: 3.3382, loss: 3.3382, grad_norm: 2.0230 2020-07-24 05:46:12,756 - mmaction - INFO - Epoch [15][280/3757] lr: 9.926e-02, eta: 8 days, 18:26:45, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5250, loss_cls: 3.3919, loss: 3.3919, grad_norm: 1.9972 2020-07-24 05:46:28,548 - mmaction - INFO - Epoch [15][300/3757] lr: 9.926e-02, eta: 8 days, 18:26:13, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5227, loss_cls: 3.3467, loss: 3.3467, grad_norm: 1.9941 2020-07-24 05:46:44,366 - mmaction - INFO - Epoch [15][320/3757] lr: 9.926e-02, eta: 8 days, 18:25:42, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5188, loss_cls: 3.4638, loss: 3.4638, grad_norm: 2.0306 2020-07-24 05:47:00,121 - mmaction - INFO - Epoch [15][340/3757] lr: 9.926e-02, eta: 8 days, 18:25:10, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5211, loss_cls: 3.4307, loss: 3.4307, grad_norm: 1.9918 2020-07-24 05:47:15,860 - mmaction - INFO - Epoch [15][360/3757] lr: 9.926e-02, eta: 8 days, 18:24:37, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2562, top5_acc: 0.4977, loss_cls: 3.5189, loss: 3.5189, grad_norm: 2.0656 2020-07-24 05:47:31,652 - mmaction - INFO - Epoch [15][380/3757] lr: 9.926e-02, eta: 8 days, 18:24:05, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2570, top5_acc: 0.5094, loss_cls: 3.4624, loss: 3.4624, grad_norm: 1.9494 2020-07-24 05:47:47,457 - mmaction - INFO - Epoch [15][400/3757] lr: 9.926e-02, eta: 8 days, 18:23:34, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5273, loss_cls: 3.4574, loss: 3.4574, grad_norm: 1.9561 2020-07-24 05:48:03,231 - mmaction - INFO - Epoch [15][420/3757] lr: 9.926e-02, eta: 8 days, 18:23:02, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5234, loss_cls: 3.4045, loss: 3.4045, grad_norm: 1.9509 2020-07-24 05:48:19,142 - mmaction - INFO - Epoch [15][440/3757] lr: 9.926e-02, eta: 8 days, 18:22:32, time: 0.796, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5117, loss_cls: 3.4014, loss: 3.4014, grad_norm: 2.0347 2020-07-24 05:48:34,919 - mmaction - INFO - Epoch [15][460/3757] lr: 9.926e-02, eta: 8 days, 18:22:00, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2437, top5_acc: 0.4766, loss_cls: 3.5881, loss: 3.5881, grad_norm: 1.9788 2020-07-24 05:48:50,730 - mmaction - INFO - Epoch [15][480/3757] lr: 9.926e-02, eta: 8 days, 18:21:29, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.4992, loss_cls: 3.4474, loss: 3.4474, grad_norm: 1.9262 2020-07-24 05:49:06,481 - mmaction - INFO - Epoch [15][500/3757] lr: 9.926e-02, eta: 8 days, 18:20:57, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5156, loss_cls: 3.4027, loss: 3.4027, grad_norm: 1.9582 2020-07-24 05:49:22,361 - mmaction - INFO - Epoch [15][520/3757] lr: 9.926e-02, eta: 8 days, 18:20:26, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5102, loss_cls: 3.3935, loss: 3.3935, grad_norm: 1.9691 2020-07-24 05:49:38,140 - mmaction - INFO - Epoch [15][540/3757] lr: 9.926e-02, eta: 8 days, 18:19:54, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2508, top5_acc: 0.5188, loss_cls: 3.4502, loss: 3.4502, grad_norm: 1.9882 2020-07-24 05:49:53,917 - mmaction - INFO - Epoch [15][560/3757] lr: 9.926e-02, eta: 8 days, 18:19:22, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2430, top5_acc: 0.4969, loss_cls: 3.4843, loss: 3.4843, grad_norm: 1.9721 2020-07-24 05:50:09,779 - mmaction - INFO - Epoch [15][580/3757] lr: 9.926e-02, eta: 8 days, 18:18:52, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5367, loss_cls: 3.3412, loss: 3.3412, grad_norm: 1.9630 2020-07-24 05:50:25,465 - mmaction - INFO - Epoch [15][600/3757] lr: 9.926e-02, eta: 8 days, 18:18:19, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5234, loss_cls: 3.3707, loss: 3.3707, grad_norm: 1.9847 2020-07-24 05:50:41,268 - mmaction - INFO - Epoch [15][620/3757] lr: 9.926e-02, eta: 8 days, 18:17:47, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5453, loss_cls: 3.2982, loss: 3.2982, grad_norm: 1.9490 2020-07-24 05:50:57,016 - mmaction - INFO - Epoch [15][640/3757] lr: 9.926e-02, eta: 8 days, 18:17:15, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5000, loss_cls: 3.4689, loss: 3.4689, grad_norm: 1.9979 2020-07-24 05:51:12,776 - mmaction - INFO - Epoch [15][660/3757] lr: 9.926e-02, eta: 8 days, 18:16:43, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2492, top5_acc: 0.5133, loss_cls: 3.4565, loss: 3.4565, grad_norm: 2.0033 2020-07-24 05:51:28,512 - mmaction - INFO - Epoch [15][680/3757] lr: 9.926e-02, eta: 8 days, 18:16:10, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2984, top5_acc: 0.5414, loss_cls: 3.2491, loss: 3.2491, grad_norm: 1.9274 2020-07-24 05:51:44,280 - mmaction - INFO - Epoch [15][700/3757] lr: 9.926e-02, eta: 8 days, 18:15:39, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.4969, loss_cls: 3.4849, loss: 3.4849, grad_norm: 2.0019 2020-07-24 05:52:00,079 - mmaction - INFO - Epoch [15][720/3757] lr: 9.926e-02, eta: 8 days, 18:15:07, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5297, loss_cls: 3.3637, loss: 3.3637, grad_norm: 1.9602 2020-07-24 05:52:15,912 - mmaction - INFO - Epoch [15][740/3757] lr: 9.926e-02, eta: 8 days, 18:14:36, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2531, top5_acc: 0.5188, loss_cls: 3.4533, loss: 3.4533, grad_norm: 1.9995 2020-07-24 05:52:31,671 - mmaction - INFO - Epoch [15][760/3757] lr: 9.926e-02, eta: 8 days, 18:14:04, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5430, loss_cls: 3.3223, loss: 3.3223, grad_norm: 1.9581 2020-07-24 05:52:47,454 - mmaction - INFO - Epoch [15][780/3757] lr: 9.926e-02, eta: 8 days, 18:13:33, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5242, loss_cls: 3.4239, loss: 3.4239, grad_norm: 2.0551 2020-07-24 05:53:03,230 - mmaction - INFO - Epoch [15][800/3757] lr: 9.926e-02, eta: 8 days, 18:13:01, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5141, loss_cls: 3.5136, loss: 3.5136, grad_norm: 1.9667 2020-07-24 05:53:18,981 - mmaction - INFO - Epoch [15][820/3757] lr: 9.926e-02, eta: 8 days, 18:12:29, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2539, top5_acc: 0.5086, loss_cls: 3.4536, loss: 3.4536, grad_norm: 1.9930 2020-07-24 05:53:34,752 - mmaction - INFO - Epoch [15][840/3757] lr: 9.926e-02, eta: 8 days, 18:11:57, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5086, loss_cls: 3.4187, loss: 3.4187, grad_norm: 1.9911 2020-07-24 05:53:50,527 - mmaction - INFO - Epoch [15][860/3757] lr: 9.926e-02, eta: 8 days, 18:11:25, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2383, top5_acc: 0.4898, loss_cls: 3.5453, loss: 3.5453, grad_norm: 1.9930 2020-07-24 05:54:06,356 - mmaction - INFO - Epoch [15][880/3757] lr: 9.926e-02, eta: 8 days, 18:10:54, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2539, top5_acc: 0.5000, loss_cls: 3.4963, loss: 3.4963, grad_norm: 1.9358 2020-07-24 05:54:22,131 - mmaction - INFO - Epoch [15][900/3757] lr: 9.926e-02, eta: 8 days, 18:10:23, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5172, loss_cls: 3.4050, loss: 3.4050, grad_norm: 1.9835 2020-07-24 05:54:37,923 - mmaction - INFO - Epoch [15][920/3757] lr: 9.926e-02, eta: 8 days, 18:09:51, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5289, loss_cls: 3.3437, loss: 3.3437, grad_norm: 1.9699 2020-07-24 05:54:53,637 - mmaction - INFO - Epoch [15][940/3757] lr: 9.926e-02, eta: 8 days, 18:09:19, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5172, loss_cls: 3.4332, loss: 3.4332, grad_norm: 1.9656 2020-07-24 05:55:09,466 - mmaction - INFO - Epoch [15][960/3757] lr: 9.926e-02, eta: 8 days, 18:08:48, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2539, top5_acc: 0.4953, loss_cls: 3.4732, loss: 3.4732, grad_norm: 1.9619 2020-07-24 05:55:25,272 - mmaction - INFO - Epoch [15][980/3757] lr: 9.926e-02, eta: 8 days, 18:08:17, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2547, top5_acc: 0.5031, loss_cls: 3.5211, loss: 3.5211, grad_norm: 2.0384 2020-07-24 05:55:41,030 - mmaction - INFO - Epoch [15][1000/3757] lr: 9.926e-02, eta: 8 days, 18:07:45, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2570, top5_acc: 0.5062, loss_cls: 3.4656, loss: 3.4656, grad_norm: 1.9780 2020-07-24 05:55:56,790 - mmaction - INFO - Epoch [15][1020/3757] lr: 9.926e-02, eta: 8 days, 18:07:13, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2539, top5_acc: 0.5102, loss_cls: 3.4369, loss: 3.4369, grad_norm: 1.9892 2020-07-24 05:56:12,534 - mmaction - INFO - Epoch [15][1040/3757] lr: 9.926e-02, eta: 8 days, 18:06:41, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5328, loss_cls: 3.4048, loss: 3.4048, grad_norm: 1.9077 2020-07-24 05:56:28,330 - mmaction - INFO - Epoch [15][1060/3757] lr: 9.926e-02, eta: 8 days, 18:06:09, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5344, loss_cls: 3.3719, loss: 3.3719, grad_norm: 2.0034 2020-07-24 05:56:44,071 - mmaction - INFO - Epoch [15][1080/3757] lr: 9.926e-02, eta: 8 days, 18:05:37, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5469, loss_cls: 3.3442, loss: 3.3442, grad_norm: 2.0275 2020-07-24 05:56:59,822 - mmaction - INFO - Epoch [15][1100/3757] lr: 9.926e-02, eta: 8 days, 18:05:05, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5055, loss_cls: 3.4473, loss: 3.4473, grad_norm: 2.0107 2020-07-24 05:57:15,662 - mmaction - INFO - Epoch [15][1120/3757] lr: 9.926e-02, eta: 8 days, 18:04:35, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5375, loss_cls: 3.2913, loss: 3.2913, grad_norm: 1.9821 2020-07-24 05:57:31,446 - mmaction - INFO - Epoch [15][1140/3757] lr: 9.926e-02, eta: 8 days, 18:04:04, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5328, loss_cls: 3.4141, loss: 3.4141, grad_norm: 1.9825 2020-07-24 05:57:47,277 - mmaction - INFO - Epoch [15][1160/3757] lr: 9.926e-02, eta: 8 days, 18:03:32, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5188, loss_cls: 3.3941, loss: 3.3941, grad_norm: 1.9875 2020-07-24 05:58:03,166 - mmaction - INFO - Epoch [15][1180/3757] lr: 9.926e-02, eta: 8 days, 18:03:03, time: 0.795, data_time: 0.005, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5117, loss_cls: 3.4302, loss: 3.4302, grad_norm: 2.0459 2020-07-24 05:58:18,945 - mmaction - INFO - Epoch [15][1200/3757] lr: 9.926e-02, eta: 8 days, 18:02:32, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2547, top5_acc: 0.5148, loss_cls: 3.5522, loss: 3.5522, grad_norm: 1.9950 2020-07-24 05:58:34,744 - mmaction - INFO - Epoch [15][1220/3757] lr: 9.926e-02, eta: 8 days, 18:02:01, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5211, loss_cls: 3.4150, loss: 3.4150, grad_norm: 1.9463 2020-07-24 05:58:50,644 - mmaction - INFO - Epoch [15][1240/3757] lr: 9.926e-02, eta: 8 days, 18:01:31, time: 0.795, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5203, loss_cls: 3.4350, loss: 3.4350, grad_norm: 1.9719 2020-07-24 05:59:06,415 - mmaction - INFO - Epoch [15][1260/3757] lr: 9.926e-02, eta: 8 days, 18:01:00, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5133, loss_cls: 3.4408, loss: 3.4408, grad_norm: 1.9531 2020-07-24 05:59:22,200 - mmaction - INFO - Epoch [15][1280/3757] lr: 9.926e-02, eta: 8 days, 18:00:29, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5336, loss_cls: 3.3291, loss: 3.3291, grad_norm: 1.9682 2020-07-24 05:59:37,945 - mmaction - INFO - Epoch [15][1300/3757] lr: 9.926e-02, eta: 8 days, 17:59:56, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5148, loss_cls: 3.3447, loss: 3.3447, grad_norm: 1.9739 2020-07-24 05:59:53,847 - mmaction - INFO - Epoch [15][1320/3757] lr: 9.926e-02, eta: 8 days, 17:59:27, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5148, loss_cls: 3.4294, loss: 3.4294, grad_norm: 2.0223 2020-07-24 06:00:15,422 - mmaction - INFO - Epoch [15][1340/3757] lr: 9.926e-02, eta: 8 days, 18:00:33, time: 1.077, data_time: 0.004, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5516, loss_cls: 3.2858, loss: 3.2858, grad_norm: 1.9989 2020-07-24 06:00:31,254 - mmaction - INFO - Epoch [15][1360/3757] lr: 9.926e-02, eta: 8 days, 18:00:03, time: 0.794, data_time: 0.005, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5297, loss_cls: 3.3812, loss: 3.3812, grad_norm: 1.9855 2020-07-24 06:00:47,012 - mmaction - INFO - Epoch [15][1380/3757] lr: 9.926e-02, eta: 8 days, 17:59:31, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2531, top5_acc: 0.5125, loss_cls: 3.4253, loss: 3.4253, grad_norm: 1.9489 2020-07-24 06:01:02,809 - mmaction - INFO - Epoch [15][1400/3757] lr: 9.926e-02, eta: 8 days, 17:59:00, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5227, loss_cls: 3.4247, loss: 3.4247, grad_norm: 1.9795 2020-07-24 06:01:18,599 - mmaction - INFO - Epoch [15][1420/3757] lr: 9.926e-02, eta: 8 days, 17:58:29, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5000, loss_cls: 3.4899, loss: 3.4899, grad_norm: 2.0358 2020-07-24 06:01:34,396 - mmaction - INFO - Epoch [15][1440/3757] lr: 9.926e-02, eta: 8 days, 17:57:58, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5133, loss_cls: 3.3779, loss: 3.3779, grad_norm: 1.9390 2020-07-24 06:01:50,204 - mmaction - INFO - Epoch [15][1460/3757] lr: 9.926e-02, eta: 8 days, 17:57:27, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5078, loss_cls: 3.4759, loss: 3.4759, grad_norm: 1.9575 2020-07-24 06:02:06,029 - mmaction - INFO - Epoch [15][1480/3757] lr: 9.926e-02, eta: 8 days, 17:56:56, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5141, loss_cls: 3.5163, loss: 3.5163, grad_norm: 1.9668 2020-07-24 06:02:21,816 - mmaction - INFO - Epoch [15][1500/3757] lr: 9.926e-02, eta: 8 days, 17:56:25, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5078, loss_cls: 3.4737, loss: 3.4737, grad_norm: 1.9678 2020-07-24 06:02:37,555 - mmaction - INFO - Epoch [15][1520/3757] lr: 9.926e-02, eta: 8 days, 17:55:53, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5367, loss_cls: 3.4230, loss: 3.4230, grad_norm: 1.9203 2020-07-24 06:02:53,296 - mmaction - INFO - Epoch [15][1540/3757] lr: 9.926e-02, eta: 8 days, 17:55:21, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5180, loss_cls: 3.4462, loss: 3.4462, grad_norm: 1.9854 2020-07-24 06:03:09,014 - mmaction - INFO - Epoch [15][1560/3757] lr: 9.926e-02, eta: 8 days, 17:54:49, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.4891, loss_cls: 3.4721, loss: 3.4721, grad_norm: 1.9701 2020-07-24 06:03:24,805 - mmaction - INFO - Epoch [15][1580/3757] lr: 9.926e-02, eta: 8 days, 17:54:18, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5258, loss_cls: 3.3610, loss: 3.3610, grad_norm: 2.0035 2020-07-24 06:03:40,500 - mmaction - INFO - Epoch [15][1600/3757] lr: 9.926e-02, eta: 8 days, 17:53:45, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5023, loss_cls: 3.4272, loss: 3.4272, grad_norm: 2.0160 2020-07-24 06:03:56,308 - mmaction - INFO - Epoch [15][1620/3757] lr: 9.926e-02, eta: 8 days, 17:53:14, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2477, top5_acc: 0.5258, loss_cls: 3.4536, loss: 3.4536, grad_norm: 1.9647 2020-07-24 06:04:12,057 - mmaction - INFO - Epoch [15][1640/3757] lr: 9.926e-02, eta: 8 days, 17:52:43, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2641, top5_acc: 0.4852, loss_cls: 3.5173, loss: 3.5173, grad_norm: 1.9892 2020-07-24 06:04:27,893 - mmaction - INFO - Epoch [15][1660/3757] lr: 9.926e-02, eta: 8 days, 17:52:12, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2484, top5_acc: 0.5078, loss_cls: 3.4388, loss: 3.4388, grad_norm: 1.9393 2020-07-24 06:04:43,642 - mmaction - INFO - Epoch [15][1680/3757] lr: 9.926e-02, eta: 8 days, 17:51:41, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5023, loss_cls: 3.4621, loss: 3.4621, grad_norm: 1.9538 2020-07-24 06:04:59,458 - mmaction - INFO - Epoch [15][1700/3757] lr: 9.926e-02, eta: 8 days, 17:51:10, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5148, loss_cls: 3.4920, loss: 3.4920, grad_norm: 1.9555 2020-07-24 06:05:15,213 - mmaction - INFO - Epoch [15][1720/3757] lr: 9.926e-02, eta: 8 days, 17:50:38, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2539, top5_acc: 0.5203, loss_cls: 3.4071, loss: 3.4071, grad_norm: 2.0217 2020-07-24 06:05:30,999 - mmaction - INFO - Epoch [15][1740/3757] lr: 9.926e-02, eta: 8 days, 17:50:07, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5000, loss_cls: 3.5107, loss: 3.5107, grad_norm: 2.0100 2020-07-24 06:05:46,801 - mmaction - INFO - Epoch [15][1760/3757] lr: 9.926e-02, eta: 8 days, 17:49:37, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2570, top5_acc: 0.5102, loss_cls: 3.4516, loss: 3.4516, grad_norm: 1.9724 2020-07-24 06:06:02,560 - mmaction - INFO - Epoch [15][1780/3757] lr: 9.926e-02, eta: 8 days, 17:49:05, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5336, loss_cls: 3.3600, loss: 3.3600, grad_norm: 1.9933 2020-07-24 06:06:18,348 - mmaction - INFO - Epoch [15][1800/3757] lr: 9.926e-02, eta: 8 days, 17:48:34, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2484, top5_acc: 0.4961, loss_cls: 3.5054, loss: 3.5054, grad_norm: 1.9762 2020-07-24 06:06:34,112 - mmaction - INFO - Epoch [15][1820/3757] lr: 9.926e-02, eta: 8 days, 17:48:03, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5320, loss_cls: 3.3664, loss: 3.3664, grad_norm: 1.9765 2020-07-24 06:06:49,956 - mmaction - INFO - Epoch [15][1840/3757] lr: 9.926e-02, eta: 8 days, 17:47:33, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2531, top5_acc: 0.5078, loss_cls: 3.4632, loss: 3.4632, grad_norm: 2.0182 2020-07-24 06:07:05,678 - mmaction - INFO - Epoch [15][1860/3757] lr: 9.926e-02, eta: 8 days, 17:47:01, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5008, loss_cls: 3.4824, loss: 3.4824, grad_norm: 1.9095 2020-07-24 06:07:21,437 - mmaction - INFO - Epoch [15][1880/3757] lr: 9.926e-02, eta: 8 days, 17:46:29, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2500, top5_acc: 0.5086, loss_cls: 3.4672, loss: 3.4672, grad_norm: 1.9816 2020-07-24 06:07:37,210 - mmaction - INFO - Epoch [15][1900/3757] lr: 9.926e-02, eta: 8 days, 17:45:58, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5219, loss_cls: 3.4107, loss: 3.4107, grad_norm: 1.9597 2020-07-24 06:07:53,110 - mmaction - INFO - Epoch [15][1920/3757] lr: 9.926e-02, eta: 8 days, 17:45:29, time: 0.795, data_time: 0.003, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5211, loss_cls: 3.3754, loss: 3.3754, grad_norm: 1.9908 2020-07-24 06:08:08,956 - mmaction - INFO - Epoch [15][1940/3757] lr: 9.926e-02, eta: 8 days, 17:44:59, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2609, top5_acc: 0.5242, loss_cls: 3.3747, loss: 3.3747, grad_norm: 1.9756 2020-07-24 06:08:24,743 - mmaction - INFO - Epoch [15][1960/3757] lr: 9.926e-02, eta: 8 days, 17:44:28, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5117, loss_cls: 3.3728, loss: 3.3728, grad_norm: 1.9601 2020-07-24 06:08:40,553 - mmaction - INFO - Epoch [15][1980/3757] lr: 9.926e-02, eta: 8 days, 17:43:57, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5211, loss_cls: 3.3598, loss: 3.3598, grad_norm: 1.9672 2020-07-24 06:08:56,385 - mmaction - INFO - Epoch [15][2000/3757] lr: 9.926e-02, eta: 8 days, 17:43:27, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2570, top5_acc: 0.5023, loss_cls: 3.4668, loss: 3.4668, grad_norm: 2.0020 2020-07-24 06:09:12,152 - mmaction - INFO - Epoch [15][2020/3757] lr: 9.926e-02, eta: 8 days, 17:42:56, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5086, loss_cls: 3.4339, loss: 3.4339, grad_norm: 1.9616 2020-07-24 06:09:28,040 - mmaction - INFO - Epoch [15][2040/3757] lr: 9.926e-02, eta: 8 days, 17:42:27, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5148, loss_cls: 3.4210, loss: 3.4210, grad_norm: 1.9433 2020-07-24 06:09:43,861 - mmaction - INFO - Epoch [15][2060/3757] lr: 9.926e-02, eta: 8 days, 17:41:57, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5180, loss_cls: 3.3283, loss: 3.3283, grad_norm: 1.9874 2020-07-24 06:09:59,621 - mmaction - INFO - Epoch [15][2080/3757] lr: 9.926e-02, eta: 8 days, 17:41:25, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5016, loss_cls: 3.4257, loss: 3.4257, grad_norm: 1.9663 2020-07-24 06:10:15,414 - mmaction - INFO - Epoch [15][2100/3757] lr: 9.926e-02, eta: 8 days, 17:40:55, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2609, top5_acc: 0.5109, loss_cls: 3.4430, loss: 3.4430, grad_norm: 1.9544 2020-07-24 06:10:31,261 - mmaction - INFO - Epoch [15][2120/3757] lr: 9.926e-02, eta: 8 days, 17:40:25, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5148, loss_cls: 3.4122, loss: 3.4122, grad_norm: 1.9678 2020-07-24 06:10:47,154 - mmaction - INFO - Epoch [15][2140/3757] lr: 9.926e-02, eta: 8 days, 17:39:55, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5172, loss_cls: 3.4534, loss: 3.4534, grad_norm: 2.0047 2020-07-24 06:11:02,914 - mmaction - INFO - Epoch [15][2160/3757] lr: 9.926e-02, eta: 8 days, 17:39:24, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2445, top5_acc: 0.5055, loss_cls: 3.4522, loss: 3.4522, grad_norm: 2.0543 2020-07-24 06:11:18,697 - mmaction - INFO - Epoch [15][2180/3757] lr: 9.926e-02, eta: 8 days, 17:38:53, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2609, top5_acc: 0.5258, loss_cls: 3.4089, loss: 3.4089, grad_norm: 2.0096 2020-07-24 06:11:34,443 - mmaction - INFO - Epoch [15][2200/3757] lr: 9.926e-02, eta: 8 days, 17:38:22, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5273, loss_cls: 3.4541, loss: 3.4541, grad_norm: 1.9819 2020-07-24 06:11:50,373 - mmaction - INFO - Epoch [15][2220/3757] lr: 9.926e-02, eta: 8 days, 17:37:53, time: 0.796, data_time: 0.004, memory: 6201, top1_acc: 0.2555, top5_acc: 0.5055, loss_cls: 3.5251, loss: 3.5251, grad_norm: 1.9939 2020-07-24 06:12:06,077 - mmaction - INFO - Epoch [15][2240/3757] lr: 9.926e-02, eta: 8 days, 17:37:21, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2586, top5_acc: 0.4984, loss_cls: 3.5476, loss: 3.5476, grad_norm: 1.9543 2020-07-24 06:12:21,785 - mmaction - INFO - Epoch [15][2260/3757] lr: 9.926e-02, eta: 8 days, 17:36:49, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5203, loss_cls: 3.4183, loss: 3.4183, grad_norm: 2.0129 2020-07-24 06:12:37,530 - mmaction - INFO - Epoch [15][2280/3757] lr: 9.926e-02, eta: 8 days, 17:36:18, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2570, top5_acc: 0.5078, loss_cls: 3.4556, loss: 3.4556, grad_norm: 2.0312 2020-07-24 06:12:53,344 - mmaction - INFO - Epoch [15][2300/3757] lr: 9.926e-02, eta: 8 days, 17:35:47, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5164, loss_cls: 3.4385, loss: 3.4385, grad_norm: 1.9916 2020-07-24 06:13:09,103 - mmaction - INFO - Epoch [15][2320/3757] lr: 9.926e-02, eta: 8 days, 17:35:16, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2437, top5_acc: 0.5141, loss_cls: 3.5019, loss: 3.5019, grad_norm: 2.0122 2020-07-24 06:13:24,914 - mmaction - INFO - Epoch [15][2340/3757] lr: 9.926e-02, eta: 8 days, 17:34:46, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5250, loss_cls: 3.4364, loss: 3.4364, grad_norm: 1.9538 2020-07-24 06:13:40,635 - mmaction - INFO - Epoch [15][2360/3757] lr: 9.926e-02, eta: 8 days, 17:34:14, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2539, top5_acc: 0.5094, loss_cls: 3.4589, loss: 3.4589, grad_norm: 2.0275 2020-07-24 06:13:56,370 - mmaction - INFO - Epoch [15][2380/3757] lr: 9.926e-02, eta: 8 days, 17:33:43, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5133, loss_cls: 3.4352, loss: 3.4352, grad_norm: 1.9682 2020-07-24 06:14:12,123 - mmaction - INFO - Epoch [15][2400/3757] lr: 9.926e-02, eta: 8 days, 17:33:11, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2547, top5_acc: 0.5094, loss_cls: 3.4518, loss: 3.4518, grad_norm: 2.0379 2020-07-24 06:14:27,909 - mmaction - INFO - Epoch [15][2420/3757] lr: 9.926e-02, eta: 8 days, 17:32:41, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5094, loss_cls: 3.4316, loss: 3.4316, grad_norm: 1.9965 2020-07-24 06:14:43,712 - mmaction - INFO - Epoch [15][2440/3757] lr: 9.926e-02, eta: 8 days, 17:32:10, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5055, loss_cls: 3.5239, loss: 3.5239, grad_norm: 2.0068 2020-07-24 06:14:59,513 - mmaction - INFO - Epoch [15][2460/3757] lr: 9.926e-02, eta: 8 days, 17:31:40, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2516, top5_acc: 0.4898, loss_cls: 3.5350, loss: 3.5350, grad_norm: 1.9766 2020-07-24 06:15:15,286 - mmaction - INFO - Epoch [15][2480/3757] lr: 9.926e-02, eta: 8 days, 17:31:09, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2492, top5_acc: 0.4688, loss_cls: 3.5396, loss: 3.5396, grad_norm: 1.9125 2020-07-24 06:15:31,055 - mmaction - INFO - Epoch [15][2500/3757] lr: 9.926e-02, eta: 8 days, 17:30:38, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2477, top5_acc: 0.5250, loss_cls: 3.4504, loss: 3.4504, grad_norm: 1.9464 2020-07-24 06:15:46,875 - mmaction - INFO - Epoch [15][2520/3757] lr: 9.926e-02, eta: 8 days, 17:30:08, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5109, loss_cls: 3.4948, loss: 3.4948, grad_norm: 1.9361 2020-07-24 06:16:02,630 - mmaction - INFO - Epoch [15][2540/3757] lr: 9.926e-02, eta: 8 days, 17:29:37, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5289, loss_cls: 3.3773, loss: 3.3773, grad_norm: 2.0181 2020-07-24 06:16:18,429 - mmaction - INFO - Epoch [15][2560/3757] lr: 9.926e-02, eta: 8 days, 17:29:06, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5258, loss_cls: 3.3851, loss: 3.3851, grad_norm: 1.9792 2020-07-24 06:16:34,199 - mmaction - INFO - Epoch [15][2580/3757] lr: 9.926e-02, eta: 8 days, 17:28:36, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2984, top5_acc: 0.5484, loss_cls: 3.2275, loss: 3.2275, grad_norm: 1.9600 2020-07-24 06:16:49,998 - mmaction - INFO - Epoch [15][2600/3757] lr: 9.926e-02, eta: 8 days, 17:28:05, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5383, loss_cls: 3.4138, loss: 3.4138, grad_norm: 1.9689 2020-07-24 06:17:05,748 - mmaction - INFO - Epoch [15][2620/3757] lr: 9.926e-02, eta: 8 days, 17:27:34, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.4914, loss_cls: 3.4507, loss: 3.4507, grad_norm: 1.9844 2020-07-24 06:17:21,524 - mmaction - INFO - Epoch [15][2640/3757] lr: 9.926e-02, eta: 8 days, 17:27:03, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2609, top5_acc: 0.5039, loss_cls: 3.4591, loss: 3.4591, grad_norm: 1.9684 2020-07-24 06:17:37,328 - mmaction - INFO - Epoch [15][2660/3757] lr: 9.926e-02, eta: 8 days, 17:26:33, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5016, loss_cls: 3.4754, loss: 3.4754, grad_norm: 1.9741 2020-07-24 06:17:53,057 - mmaction - INFO - Epoch [15][2680/3757] lr: 9.926e-02, eta: 8 days, 17:26:02, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2430, top5_acc: 0.5000, loss_cls: 3.5020, loss: 3.5020, grad_norm: 2.0124 2020-07-24 06:18:08,805 - mmaction - INFO - Epoch [15][2700/3757] lr: 9.926e-02, eta: 8 days, 17:25:30, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2547, top5_acc: 0.5227, loss_cls: 3.3690, loss: 3.3690, grad_norm: 1.9737 2020-07-24 06:18:24,560 - mmaction - INFO - Epoch [15][2720/3757] lr: 9.926e-02, eta: 8 days, 17:24:59, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2594, top5_acc: 0.5188, loss_cls: 3.4021, loss: 3.4021, grad_norm: 2.0076 2020-07-24 06:18:40,369 - mmaction - INFO - Epoch [15][2740/3757] lr: 9.926e-02, eta: 8 days, 17:24:29, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2508, top5_acc: 0.4938, loss_cls: 3.5477, loss: 3.5477, grad_norm: 2.0260 2020-07-24 06:18:56,138 - mmaction - INFO - Epoch [15][2760/3757] lr: 9.926e-02, eta: 8 days, 17:23:58, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5211, loss_cls: 3.3680, loss: 3.3680, grad_norm: 1.9328 2020-07-24 06:19:11,880 - mmaction - INFO - Epoch [15][2780/3757] lr: 9.926e-02, eta: 8 days, 17:23:27, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5164, loss_cls: 3.3811, loss: 3.3811, grad_norm: 1.9951 2020-07-24 06:19:27,586 - mmaction - INFO - Epoch [15][2800/3757] lr: 9.926e-02, eta: 8 days, 17:22:55, time: 0.785, data_time: 0.003, memory: 6201, top1_acc: 0.2562, top5_acc: 0.5234, loss_cls: 3.3794, loss: 3.3794, grad_norm: 2.0408 2020-07-24 06:19:43,380 - mmaction - INFO - Epoch [15][2820/3757] lr: 9.926e-02, eta: 8 days, 17:22:25, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5109, loss_cls: 3.4166, loss: 3.4166, grad_norm: 1.9593 2020-07-24 06:19:59,138 - mmaction - INFO - Epoch [15][2840/3757] lr: 9.926e-02, eta: 8 days, 17:21:54, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5258, loss_cls: 3.3455, loss: 3.3455, grad_norm: 1.9761 2020-07-24 06:20:14,831 - mmaction - INFO - Epoch [15][2860/3757] lr: 9.926e-02, eta: 8 days, 17:21:22, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5227, loss_cls: 3.4251, loss: 3.4251, grad_norm: 2.0019 2020-07-24 06:20:30,566 - mmaction - INFO - Epoch [15][2880/3757] lr: 9.926e-02, eta: 8 days, 17:20:51, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5195, loss_cls: 3.3914, loss: 3.3914, grad_norm: 1.9687 2020-07-24 06:20:46,290 - mmaction - INFO - Epoch [15][2900/3757] lr: 9.926e-02, eta: 8 days, 17:20:19, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5211, loss_cls: 3.4160, loss: 3.4160, grad_norm: 1.9437 2020-07-24 06:21:02,102 - mmaction - INFO - Epoch [15][2920/3757] lr: 9.926e-02, eta: 8 days, 17:19:49, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5117, loss_cls: 3.4699, loss: 3.4699, grad_norm: 1.9655 2020-07-24 06:21:17,885 - mmaction - INFO - Epoch [15][2940/3757] lr: 9.926e-02, eta: 8 days, 17:19:19, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5133, loss_cls: 3.4161, loss: 3.4161, grad_norm: 1.9829 2020-07-24 06:21:33,702 - mmaction - INFO - Epoch [15][2960/3757] lr: 9.926e-02, eta: 8 days, 17:18:49, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5133, loss_cls: 3.4231, loss: 3.4231, grad_norm: 1.9761 2020-07-24 06:21:49,539 - mmaction - INFO - Epoch [15][2980/3757] lr: 9.926e-02, eta: 8 days, 17:18:19, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5078, loss_cls: 3.4741, loss: 3.4741, grad_norm: 1.9781 2020-07-24 06:22:05,307 - mmaction - INFO - Epoch [15][3000/3757] lr: 9.926e-02, eta: 8 days, 17:17:49, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2492, top5_acc: 0.5016, loss_cls: 3.5021, loss: 3.5021, grad_norm: 1.9658 2020-07-24 06:22:21,135 - mmaction - INFO - Epoch [15][3020/3757] lr: 9.926e-02, eta: 8 days, 17:17:19, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2531, top5_acc: 0.5094, loss_cls: 3.4261, loss: 3.4261, grad_norm: 1.9711 2020-07-24 06:22:36,935 - mmaction - INFO - Epoch [15][3040/3757] lr: 9.926e-02, eta: 8 days, 17:16:49, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2422, top5_acc: 0.4773, loss_cls: 3.5358, loss: 3.5358, grad_norm: 2.0179 2020-07-24 06:22:52,703 - mmaction - INFO - Epoch [15][3060/3757] lr: 9.926e-02, eta: 8 days, 17:16:18, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2461, top5_acc: 0.4875, loss_cls: 3.5023, loss: 3.5023, grad_norm: 1.8959 2020-07-24 06:23:08,506 - mmaction - INFO - Epoch [15][3080/3757] lr: 9.926e-02, eta: 8 days, 17:15:48, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5180, loss_cls: 3.3974, loss: 3.3974, grad_norm: 1.9926 2020-07-24 06:23:24,325 - mmaction - INFO - Epoch [15][3100/3757] lr: 9.926e-02, eta: 8 days, 17:15:18, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5289, loss_cls: 3.4205, loss: 3.4205, grad_norm: 1.9978 2020-07-24 06:23:39,984 - mmaction - INFO - Epoch [15][3120/3757] lr: 9.926e-02, eta: 8 days, 17:14:46, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5328, loss_cls: 3.4196, loss: 3.4196, grad_norm: 1.9587 2020-07-24 06:23:55,737 - mmaction - INFO - Epoch [15][3140/3757] lr: 9.926e-02, eta: 8 days, 17:14:15, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5164, loss_cls: 3.4387, loss: 3.4387, grad_norm: 1.9632 2020-07-24 06:24:11,445 - mmaction - INFO - Epoch [15][3160/3757] lr: 9.926e-02, eta: 8 days, 17:13:44, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.5055, loss_cls: 3.5117, loss: 3.5117, grad_norm: 1.9356 2020-07-24 06:24:27,270 - mmaction - INFO - Epoch [15][3180/3757] lr: 9.926e-02, eta: 8 days, 17:13:14, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5320, loss_cls: 3.3436, loss: 3.3436, grad_norm: 1.9460 2020-07-24 06:24:43,011 - mmaction - INFO - Epoch [15][3200/3757] lr: 9.926e-02, eta: 8 days, 17:12:43, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5156, loss_cls: 3.4389, loss: 3.4389, grad_norm: 1.9806 2020-07-24 06:24:58,758 - mmaction - INFO - Epoch [15][3220/3757] lr: 9.926e-02, eta: 8 days, 17:12:12, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5070, loss_cls: 3.4391, loss: 3.4391, grad_norm: 1.9468 2020-07-24 06:25:14,497 - mmaction - INFO - Epoch [15][3240/3757] lr: 9.926e-02, eta: 8 days, 17:11:41, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5336, loss_cls: 3.3972, loss: 3.3972, grad_norm: 1.9539 2020-07-24 06:25:30,273 - mmaction - INFO - Epoch [15][3260/3757] lr: 9.926e-02, eta: 8 days, 17:11:11, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2445, top5_acc: 0.5008, loss_cls: 3.5207, loss: 3.5207, grad_norm: 1.9841 2020-07-24 06:25:46,043 - mmaction - INFO - Epoch [15][3280/3757] lr: 9.926e-02, eta: 8 days, 17:10:40, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5133, loss_cls: 3.4053, loss: 3.4053, grad_norm: 1.9624 2020-07-24 06:26:01,842 - mmaction - INFO - Epoch [15][3300/3757] lr: 9.926e-02, eta: 8 days, 17:10:10, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2492, top5_acc: 0.4984, loss_cls: 3.4963, loss: 3.4963, grad_norm: 2.0192 2020-07-24 06:26:17,592 - mmaction - INFO - Epoch [15][3320/3757] lr: 9.926e-02, eta: 8 days, 17:09:39, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5148, loss_cls: 3.4097, loss: 3.4097, grad_norm: 1.9238 2020-07-24 06:26:33,346 - mmaction - INFO - Epoch [15][3340/3757] lr: 9.926e-02, eta: 8 days, 17:09:09, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5141, loss_cls: 3.3812, loss: 3.3812, grad_norm: 2.0154 2020-07-24 06:26:49,168 - mmaction - INFO - Epoch [15][3360/3757] lr: 9.926e-02, eta: 8 days, 17:08:39, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5250, loss_cls: 3.4112, loss: 3.4112, grad_norm: 2.0140 2020-07-24 06:27:04,982 - mmaction - INFO - Epoch [15][3380/3757] lr: 9.926e-02, eta: 8 days, 17:08:09, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5047, loss_cls: 3.4774, loss: 3.4774, grad_norm: 1.9650 2020-07-24 06:27:20,742 - mmaction - INFO - Epoch [15][3400/3757] lr: 9.926e-02, eta: 8 days, 17:07:39, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2531, top5_acc: 0.4891, loss_cls: 3.5155, loss: 3.5155, grad_norm: 1.9974 2020-07-24 06:27:36,574 - mmaction - INFO - Epoch [15][3420/3757] lr: 9.926e-02, eta: 8 days, 17:07:09, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5062, loss_cls: 3.4415, loss: 3.4415, grad_norm: 1.9523 2020-07-24 06:27:52,317 - mmaction - INFO - Epoch [15][3440/3757] lr: 9.926e-02, eta: 8 days, 17:06:38, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2469, top5_acc: 0.4930, loss_cls: 3.4857, loss: 3.4857, grad_norm: 1.9764 2020-07-24 06:28:08,062 - mmaction - INFO - Epoch [15][3460/3757] lr: 9.926e-02, eta: 8 days, 17:06:08, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2586, top5_acc: 0.4953, loss_cls: 3.4596, loss: 3.4596, grad_norm: 1.9522 2020-07-24 06:28:23,854 - mmaction - INFO - Epoch [15][3480/3757] lr: 9.926e-02, eta: 8 days, 17:05:38, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5062, loss_cls: 3.4837, loss: 3.4837, grad_norm: 1.9699 2020-07-24 06:28:39,617 - mmaction - INFO - Epoch [15][3500/3757] lr: 9.926e-02, eta: 8 days, 17:05:07, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5188, loss_cls: 3.4165, loss: 3.4165, grad_norm: 2.0121 2020-07-24 06:28:55,431 - mmaction - INFO - Epoch [15][3520/3757] lr: 9.926e-02, eta: 8 days, 17:04:37, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5039, loss_cls: 3.4368, loss: 3.4368, grad_norm: 2.0022 2020-07-24 06:29:11,171 - mmaction - INFO - Epoch [15][3540/3757] lr: 9.926e-02, eta: 8 days, 17:04:07, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5391, loss_cls: 3.3343, loss: 3.3343, grad_norm: 1.9891 2020-07-24 06:29:26,935 - mmaction - INFO - Epoch [15][3560/3757] lr: 9.926e-02, eta: 8 days, 17:03:36, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5109, loss_cls: 3.4729, loss: 3.4729, grad_norm: 1.9688 2020-07-24 06:29:42,763 - mmaction - INFO - Epoch [15][3580/3757] lr: 9.926e-02, eta: 8 days, 17:03:07, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5258, loss_cls: 3.3677, loss: 3.3677, grad_norm: 1.9773 2020-07-24 06:29:58,610 - mmaction - INFO - Epoch [15][3600/3757] lr: 9.926e-02, eta: 8 days, 17:02:38, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2516, top5_acc: 0.4828, loss_cls: 3.4890, loss: 3.4890, grad_norm: 2.0236 2020-07-24 06:30:14,316 - mmaction - INFO - Epoch [15][3620/3757] lr: 9.926e-02, eta: 8 days, 17:02:06, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2516, top5_acc: 0.5070, loss_cls: 3.4430, loss: 3.4430, grad_norm: 2.0023 2020-07-24 06:30:30,047 - mmaction - INFO - Epoch [15][3640/3757] lr: 9.926e-02, eta: 8 days, 17:01:35, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5039, loss_cls: 3.4580, loss: 3.4580, grad_norm: 1.9660 2020-07-24 06:30:45,798 - mmaction - INFO - Epoch [15][3660/3757] lr: 9.926e-02, eta: 8 days, 17:01:05, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5156, loss_cls: 3.3806, loss: 3.3806, grad_norm: 1.9690 2020-07-24 06:31:01,559 - mmaction - INFO - Epoch [15][3680/3757] lr: 9.926e-02, eta: 8 days, 17:00:34, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5180, loss_cls: 3.4335, loss: 3.4335, grad_norm: 1.9734 2020-07-24 06:31:17,360 - mmaction - INFO - Epoch [15][3700/3757] lr: 9.926e-02, eta: 8 days, 17:00:04, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2539, top5_acc: 0.5102, loss_cls: 3.4593, loss: 3.4593, grad_norm: 2.0037 2020-07-24 06:31:33,095 - mmaction - INFO - Epoch [15][3720/3757] lr: 9.926e-02, eta: 8 days, 16:59:34, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2461, top5_acc: 0.4984, loss_cls: 3.5657, loss: 3.5657, grad_norm: 2.0368 2020-07-24 06:31:48,859 - mmaction - INFO - Epoch [15][3740/3757] lr: 9.926e-02, eta: 8 days, 16:59:03, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5273, loss_cls: 3.3366, loss: 3.3366, grad_norm: 1.9744 2020-07-24 06:35:04,111 - mmaction - INFO - Epoch [16][20/3757] lr: 9.916e-02, eta: 8 days, 17:37:17, time: 8.772, data_time: 7.875, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5242, loss_cls: 3.3518, loss: 3.3518, grad_norm: 2.0079 2020-07-24 06:35:19,840 - mmaction - INFO - Epoch [16][40/3757] lr: 9.916e-02, eta: 8 days, 17:36:45, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2570, top5_acc: 0.5297, loss_cls: 3.3809, loss: 3.3809, grad_norm: 2.0216 2020-07-24 06:35:35,671 - mmaction - INFO - Epoch [16][60/3757] lr: 9.916e-02, eta: 8 days, 17:36:15, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5250, loss_cls: 3.3179, loss: 3.3179, grad_norm: 2.0315 2020-07-24 06:35:51,455 - mmaction - INFO - Epoch [16][80/3757] lr: 9.916e-02, eta: 8 days, 17:35:44, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5141, loss_cls: 3.3755, loss: 3.3755, grad_norm: 1.9827 2020-07-24 06:36:07,272 - mmaction - INFO - Epoch [16][100/3757] lr: 9.916e-02, eta: 8 days, 17:35:14, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5227, loss_cls: 3.3819, loss: 3.3819, grad_norm: 1.9931 2020-07-24 06:36:23,076 - mmaction - INFO - Epoch [16][120/3757] lr: 9.916e-02, eta: 8 days, 17:34:43, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2437, top5_acc: 0.4883, loss_cls: 3.5361, loss: 3.5361, grad_norm: 2.0049 2020-07-24 06:36:38,855 - mmaction - INFO - Epoch [16][140/3757] lr: 9.916e-02, eta: 8 days, 17:34:12, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5188, loss_cls: 3.3735, loss: 3.3735, grad_norm: 2.0008 2020-07-24 06:36:54,666 - mmaction - INFO - Epoch [16][160/3757] lr: 9.916e-02, eta: 8 days, 17:33:41, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5117, loss_cls: 3.4388, loss: 3.4388, grad_norm: 2.0248 2020-07-24 06:37:10,417 - mmaction - INFO - Epoch [16][180/3757] lr: 9.916e-02, eta: 8 days, 17:33:11, time: 0.789, data_time: 0.005, memory: 6201, top1_acc: 0.2578, top5_acc: 0.4898, loss_cls: 3.5313, loss: 3.5313, grad_norm: 1.9527 2020-07-24 06:37:26,219 - mmaction - INFO - Epoch [16][200/3757] lr: 9.916e-02, eta: 8 days, 17:32:40, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2437, top5_acc: 0.5055, loss_cls: 3.5139, loss: 3.5139, grad_norm: 2.0023 2020-07-24 06:37:41,995 - mmaction - INFO - Epoch [16][220/3757] lr: 9.916e-02, eta: 8 days, 17:32:09, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5148, loss_cls: 3.4261, loss: 3.4261, grad_norm: 1.9396 2020-07-24 06:37:57,734 - mmaction - INFO - Epoch [16][240/3757] lr: 9.916e-02, eta: 8 days, 17:31:37, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5312, loss_cls: 3.3710, loss: 3.3710, grad_norm: 1.9889 2020-07-24 06:38:13,606 - mmaction - INFO - Epoch [16][260/3757] lr: 9.916e-02, eta: 8 days, 17:31:08, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5156, loss_cls: 3.4398, loss: 3.4398, grad_norm: 1.9727 2020-07-24 06:38:29,443 - mmaction - INFO - Epoch [16][280/3757] lr: 9.916e-02, eta: 8 days, 17:30:38, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5008, loss_cls: 3.4414, loss: 3.4414, grad_norm: 1.9307 2020-07-24 06:38:45,221 - mmaction - INFO - Epoch [16][300/3757] lr: 9.916e-02, eta: 8 days, 17:30:07, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5164, loss_cls: 3.3407, loss: 3.3407, grad_norm: 2.0042 2020-07-24 06:39:01,030 - mmaction - INFO - Epoch [16][320/3757] lr: 9.916e-02, eta: 8 days, 17:29:37, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2641, top5_acc: 0.4938, loss_cls: 3.4543, loss: 3.4543, grad_norm: 2.0004 2020-07-24 06:39:16,849 - mmaction - INFO - Epoch [16][340/3757] lr: 9.916e-02, eta: 8 days, 17:29:07, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5258, loss_cls: 3.4171, loss: 3.4171, grad_norm: 1.9920 2020-07-24 06:39:32,643 - mmaction - INFO - Epoch [16][360/3757] lr: 9.916e-02, eta: 8 days, 17:28:36, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5148, loss_cls: 3.3593, loss: 3.3593, grad_norm: 1.9608 2020-07-24 06:39:48,412 - mmaction - INFO - Epoch [16][380/3757] lr: 9.916e-02, eta: 8 days, 17:28:05, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5258, loss_cls: 3.3713, loss: 3.3713, grad_norm: 2.0147 2020-07-24 06:40:04,266 - mmaction - INFO - Epoch [16][400/3757] lr: 9.916e-02, eta: 8 days, 17:27:36, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5242, loss_cls: 3.3776, loss: 3.3776, grad_norm: 1.9621 2020-07-24 06:40:19,971 - mmaction - INFO - Epoch [16][420/3757] lr: 9.916e-02, eta: 8 days, 17:27:04, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5289, loss_cls: 3.3901, loss: 3.3901, grad_norm: 2.0038 2020-07-24 06:40:35,732 - mmaction - INFO - Epoch [16][440/3757] lr: 9.916e-02, eta: 8 days, 17:26:33, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5250, loss_cls: 3.3847, loss: 3.3847, grad_norm: 1.9761 2020-07-24 06:40:51,526 - mmaction - INFO - Epoch [16][460/3757] lr: 9.916e-02, eta: 8 days, 17:26:02, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5297, loss_cls: 3.3541, loss: 3.3541, grad_norm: 2.0020 2020-07-24 06:41:07,340 - mmaction - INFO - Epoch [16][480/3757] lr: 9.916e-02, eta: 8 days, 17:25:32, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.5250, loss_cls: 3.4088, loss: 3.4088, grad_norm: 2.0156 2020-07-24 06:41:23,088 - mmaction - INFO - Epoch [16][500/3757] lr: 9.916e-02, eta: 8 days, 17:25:01, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5188, loss_cls: 3.4236, loss: 3.4236, grad_norm: 2.0004 2020-07-24 06:41:38,848 - mmaction - INFO - Epoch [16][520/3757] lr: 9.916e-02, eta: 8 days, 17:24:30, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5453, loss_cls: 3.3427, loss: 3.3427, grad_norm: 1.9936 2020-07-24 06:41:54,603 - mmaction - INFO - Epoch [16][540/3757] lr: 9.916e-02, eta: 8 days, 17:23:59, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5242, loss_cls: 3.4094, loss: 3.4094, grad_norm: 2.0402 2020-07-24 06:42:10,431 - mmaction - INFO - Epoch [16][560/3757] lr: 9.916e-02, eta: 8 days, 17:23:29, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5336, loss_cls: 3.3860, loss: 3.3860, grad_norm: 1.9636 2020-07-24 06:42:26,208 - mmaction - INFO - Epoch [16][580/3757] lr: 9.916e-02, eta: 8 days, 17:22:58, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5344, loss_cls: 3.3750, loss: 3.3750, grad_norm: 2.0495 2020-07-24 06:42:42,016 - mmaction - INFO - Epoch [16][600/3757] lr: 9.916e-02, eta: 8 days, 17:22:28, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2336, top5_acc: 0.4984, loss_cls: 3.5379, loss: 3.5379, grad_norm: 2.0467 2020-07-24 06:42:57,789 - mmaction - INFO - Epoch [16][620/3757] lr: 9.916e-02, eta: 8 days, 17:21:57, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.5234, loss_cls: 3.4474, loss: 3.4474, grad_norm: 1.9826 2020-07-24 06:43:13,586 - mmaction - INFO - Epoch [16][640/3757] lr: 9.916e-02, eta: 8 days, 17:21:27, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2578, top5_acc: 0.5102, loss_cls: 3.3937, loss: 3.3937, grad_norm: 1.9810 2020-07-24 06:43:29,371 - mmaction - INFO - Epoch [16][660/3757] lr: 9.916e-02, eta: 8 days, 17:20:56, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5148, loss_cls: 3.4149, loss: 3.4149, grad_norm: 1.9851 2020-07-24 06:43:45,208 - mmaction - INFO - Epoch [16][680/3757] lr: 9.916e-02, eta: 8 days, 17:20:27, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5203, loss_cls: 3.4358, loss: 3.4358, grad_norm: 2.0045 2020-07-24 06:44:01,002 - mmaction - INFO - Epoch [16][700/3757] lr: 9.916e-02, eta: 8 days, 17:19:56, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.4961, loss_cls: 3.4786, loss: 3.4786, grad_norm: 1.9969 2020-07-24 06:44:16,764 - mmaction - INFO - Epoch [16][720/3757] lr: 9.916e-02, eta: 8 days, 17:19:25, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5219, loss_cls: 3.4026, loss: 3.4026, grad_norm: 2.0122 2020-07-24 06:44:32,537 - mmaction - INFO - Epoch [16][740/3757] lr: 9.916e-02, eta: 8 days, 17:18:55, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5180, loss_cls: 3.4258, loss: 3.4258, grad_norm: 2.0449 2020-07-24 06:44:48,327 - mmaction - INFO - Epoch [16][760/3757] lr: 9.916e-02, eta: 8 days, 17:18:24, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5164, loss_cls: 3.4565, loss: 3.4565, grad_norm: 1.9558 2020-07-24 06:45:04,173 - mmaction - INFO - Epoch [16][780/3757] lr: 9.916e-02, eta: 8 days, 17:17:55, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5109, loss_cls: 3.4271, loss: 3.4271, grad_norm: 1.9982 2020-07-24 06:45:19,915 - mmaction - INFO - Epoch [16][800/3757] lr: 9.916e-02, eta: 8 days, 17:17:24, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5258, loss_cls: 3.4332, loss: 3.4332, grad_norm: 1.9885 2020-07-24 06:45:35,729 - mmaction - INFO - Epoch [16][820/3757] lr: 9.916e-02, eta: 8 days, 17:16:53, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4953, loss_cls: 3.5044, loss: 3.5044, grad_norm: 1.9493 2020-07-24 06:45:51,544 - mmaction - INFO - Epoch [16][840/3757] lr: 9.916e-02, eta: 8 days, 17:16:24, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5102, loss_cls: 3.4020, loss: 3.4020, grad_norm: 2.0112 2020-07-24 06:46:07,343 - mmaction - INFO - Epoch [16][860/3757] lr: 9.916e-02, eta: 8 days, 17:15:53, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5570, loss_cls: 3.2877, loss: 3.2877, grad_norm: 2.0106 2020-07-24 06:46:23,119 - mmaction - INFO - Epoch [16][880/3757] lr: 9.916e-02, eta: 8 days, 17:15:23, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2594, top5_acc: 0.4867, loss_cls: 3.4068, loss: 3.4068, grad_norm: 2.0408 2020-07-24 06:46:38,934 - mmaction - INFO - Epoch [16][900/3757] lr: 9.916e-02, eta: 8 days, 17:14:53, time: 0.791, data_time: 0.002, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5383, loss_cls: 3.3631, loss: 3.3631, grad_norm: 2.0336 2020-07-24 06:46:54,691 - mmaction - INFO - Epoch [16][920/3757] lr: 9.916e-02, eta: 8 days, 17:14:22, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2492, top5_acc: 0.5023, loss_cls: 3.4332, loss: 3.4332, grad_norm: 2.0273 2020-07-24 06:47:10,487 - mmaction - INFO - Epoch [16][940/3757] lr: 9.916e-02, eta: 8 days, 17:13:52, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5125, loss_cls: 3.3753, loss: 3.3753, grad_norm: 2.0077 2020-07-24 06:47:26,290 - mmaction - INFO - Epoch [16][960/3757] lr: 9.916e-02, eta: 8 days, 17:13:22, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5062, loss_cls: 3.3788, loss: 3.3788, grad_norm: 1.9625 2020-07-24 06:47:42,070 - mmaction - INFO - Epoch [16][980/3757] lr: 9.916e-02, eta: 8 days, 17:12:51, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5203, loss_cls: 3.3886, loss: 3.3886, grad_norm: 1.9730 2020-07-24 06:47:57,841 - mmaction - INFO - Epoch [16][1000/3757] lr: 9.916e-02, eta: 8 days, 17:12:21, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2578, top5_acc: 0.5242, loss_cls: 3.3955, loss: 3.3955, grad_norm: 1.9995 2020-07-24 06:48:13,642 - mmaction - INFO - Epoch [16][1020/3757] lr: 9.916e-02, eta: 8 days, 17:11:50, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2492, top5_acc: 0.5109, loss_cls: 3.4921, loss: 3.4921, grad_norm: 2.0051 2020-07-24 06:48:29,408 - mmaction - INFO - Epoch [16][1040/3757] lr: 9.916e-02, eta: 8 days, 17:11:20, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5141, loss_cls: 3.3810, loss: 3.3810, grad_norm: 1.9678 2020-07-24 06:48:45,158 - mmaction - INFO - Epoch [16][1060/3757] lr: 9.916e-02, eta: 8 days, 17:10:49, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5133, loss_cls: 3.3907, loss: 3.3907, grad_norm: 2.0002 2020-07-24 06:49:00,896 - mmaction - INFO - Epoch [16][1080/3757] lr: 9.916e-02, eta: 8 days, 17:10:18, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5250, loss_cls: 3.3711, loss: 3.3711, grad_norm: 1.9982 2020-07-24 06:49:16,654 - mmaction - INFO - Epoch [16][1100/3757] lr: 9.916e-02, eta: 8 days, 17:09:47, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2531, top5_acc: 0.5141, loss_cls: 3.4645, loss: 3.4645, grad_norm: 2.0556 2020-07-24 06:49:32,395 - mmaction - INFO - Epoch [16][1120/3757] lr: 9.916e-02, eta: 8 days, 17:09:16, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5391, loss_cls: 3.2893, loss: 3.2893, grad_norm: 2.0049 2020-07-24 06:49:48,186 - mmaction - INFO - Epoch [16][1140/3757] lr: 9.916e-02, eta: 8 days, 17:08:46, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2578, top5_acc: 0.5094, loss_cls: 3.4919, loss: 3.4919, grad_norm: 2.0096 2020-07-24 06:50:04,018 - mmaction - INFO - Epoch [16][1160/3757] lr: 9.916e-02, eta: 8 days, 17:08:16, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2578, top5_acc: 0.5008, loss_cls: 3.4410, loss: 3.4410, grad_norm: 1.9778 2020-07-24 06:50:19,719 - mmaction - INFO - Epoch [16][1180/3757] lr: 9.916e-02, eta: 8 days, 17:07:45, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5383, loss_cls: 3.4055, loss: 3.4055, grad_norm: 2.0163 2020-07-24 06:50:35,498 - mmaction - INFO - Epoch [16][1200/3757] lr: 9.916e-02, eta: 8 days, 17:07:14, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5234, loss_cls: 3.4271, loss: 3.4271, grad_norm: 2.0187 2020-07-24 06:50:51,377 - mmaction - INFO - Epoch [16][1220/3757] lr: 9.916e-02, eta: 8 days, 17:06:46, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5172, loss_cls: 3.4144, loss: 3.4144, grad_norm: 1.9423 2020-07-24 06:51:07,179 - mmaction - INFO - Epoch [16][1240/3757] lr: 9.916e-02, eta: 8 days, 17:06:15, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2578, top5_acc: 0.5180, loss_cls: 3.4217, loss: 3.4217, grad_norm: 1.9715 2020-07-24 06:51:22,979 - mmaction - INFO - Epoch [16][1260/3757] lr: 9.916e-02, eta: 8 days, 17:05:46, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2562, top5_acc: 0.5258, loss_cls: 3.4486, loss: 3.4486, grad_norm: 2.0608 2020-07-24 06:51:38,768 - mmaction - INFO - Epoch [16][1280/3757] lr: 9.916e-02, eta: 8 days, 17:05:16, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.5180, loss_cls: 3.4972, loss: 3.4972, grad_norm: 1.9493 2020-07-24 06:51:54,583 - mmaction - INFO - Epoch [16][1300/3757] lr: 9.916e-02, eta: 8 days, 17:04:46, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5148, loss_cls: 3.3946, loss: 3.3946, grad_norm: 1.9115 2020-07-24 06:52:10,346 - mmaction - INFO - Epoch [16][1320/3757] lr: 9.916e-02, eta: 8 days, 17:04:15, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2484, top5_acc: 0.5086, loss_cls: 3.4657, loss: 3.4657, grad_norm: 1.9868 2020-07-24 06:52:26,002 - mmaction - INFO - Epoch [16][1340/3757] lr: 9.916e-02, eta: 8 days, 17:03:43, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5125, loss_cls: 3.4497, loss: 3.4497, grad_norm: 1.9901 2020-07-24 06:52:41,848 - mmaction - INFO - Epoch [16][1360/3757] lr: 9.916e-02, eta: 8 days, 17:03:14, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5219, loss_cls: 3.3655, loss: 3.3655, grad_norm: 1.9428 2020-07-24 06:52:57,579 - mmaction - INFO - Epoch [16][1380/3757] lr: 9.916e-02, eta: 8 days, 17:02:43, time: 0.786, data_time: 0.004, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5016, loss_cls: 3.4732, loss: 3.4732, grad_norm: 2.0145 2020-07-24 06:53:13,362 - mmaction - INFO - Epoch [16][1400/3757] lr: 9.916e-02, eta: 8 days, 17:02:12, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.5141, loss_cls: 3.4546, loss: 3.4546, grad_norm: 1.9693 2020-07-24 06:53:29,169 - mmaction - INFO - Epoch [16][1420/3757] lr: 9.916e-02, eta: 8 days, 17:01:43, time: 0.791, data_time: 0.005, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5219, loss_cls: 3.3358, loss: 3.3358, grad_norm: 1.9701 2020-07-24 06:53:44,971 - mmaction - INFO - Epoch [16][1440/3757] lr: 9.916e-02, eta: 8 days, 17:01:13, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5117, loss_cls: 3.4560, loss: 3.4560, grad_norm: 1.9665 2020-07-24 06:54:00,791 - mmaction - INFO - Epoch [16][1460/3757] lr: 9.916e-02, eta: 8 days, 17:00:43, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5383, loss_cls: 3.3736, loss: 3.3736, grad_norm: 1.9550 2020-07-24 06:54:16,587 - mmaction - INFO - Epoch [16][1480/3757] lr: 9.916e-02, eta: 8 days, 17:00:13, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5320, loss_cls: 3.3625, loss: 3.3625, grad_norm: 2.0225 2020-07-24 06:54:32,284 - mmaction - INFO - Epoch [16][1500/3757] lr: 9.916e-02, eta: 8 days, 16:59:42, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5219, loss_cls: 3.4293, loss: 3.4293, grad_norm: 1.9676 2020-07-24 06:54:48,090 - mmaction - INFO - Epoch [16][1520/3757] lr: 9.916e-02, eta: 8 days, 16:59:12, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5281, loss_cls: 3.3731, loss: 3.3731, grad_norm: 1.9960 2020-07-24 06:55:03,875 - mmaction - INFO - Epoch [16][1540/3757] lr: 9.916e-02, eta: 8 days, 16:58:42, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5141, loss_cls: 3.3920, loss: 3.3920, grad_norm: 2.0047 2020-07-24 06:55:19,573 - mmaction - INFO - Epoch [16][1560/3757] lr: 9.916e-02, eta: 8 days, 16:58:10, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2562, top5_acc: 0.5109, loss_cls: 3.4657, loss: 3.4657, grad_norm: 2.0720 2020-07-24 06:55:35,347 - mmaction - INFO - Epoch [16][1580/3757] lr: 9.916e-02, eta: 8 days, 16:57:40, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5320, loss_cls: 3.3287, loss: 3.3287, grad_norm: 1.9387 2020-07-24 06:55:51,098 - mmaction - INFO - Epoch [16][1600/3757] lr: 9.916e-02, eta: 8 days, 16:57:10, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2609, top5_acc: 0.4977, loss_cls: 3.4822, loss: 3.4822, grad_norm: 1.9304 2020-07-24 06:56:06,878 - mmaction - INFO - Epoch [16][1620/3757] lr: 9.916e-02, eta: 8 days, 16:56:39, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5336, loss_cls: 3.3758, loss: 3.3758, grad_norm: 1.9732 2020-07-24 06:56:22,641 - mmaction - INFO - Epoch [16][1640/3757] lr: 9.916e-02, eta: 8 days, 16:56:09, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5156, loss_cls: 3.4341, loss: 3.4341, grad_norm: 1.9757 2020-07-24 06:56:38,395 - mmaction - INFO - Epoch [16][1660/3757] lr: 9.916e-02, eta: 8 days, 16:55:38, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2531, top5_acc: 0.5109, loss_cls: 3.4871, loss: 3.4871, grad_norm: 1.9990 2020-07-24 06:56:54,148 - mmaction - INFO - Epoch [16][1680/3757] lr: 9.916e-02, eta: 8 days, 16:55:08, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5164, loss_cls: 3.3509, loss: 3.3509, grad_norm: 1.9384 2020-07-24 06:57:09,924 - mmaction - INFO - Epoch [16][1700/3757] lr: 9.916e-02, eta: 8 days, 16:54:38, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5273, loss_cls: 3.3589, loss: 3.3589, grad_norm: 1.9726 2020-07-24 06:57:25,697 - mmaction - INFO - Epoch [16][1720/3757] lr: 9.916e-02, eta: 8 days, 16:54:08, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5141, loss_cls: 3.4407, loss: 3.4407, grad_norm: 1.9862 2020-07-24 06:57:41,487 - mmaction - INFO - Epoch [16][1740/3757] lr: 9.916e-02, eta: 8 days, 16:53:38, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5156, loss_cls: 3.4196, loss: 3.4196, grad_norm: 1.9785 2020-07-24 06:57:57,260 - mmaction - INFO - Epoch [16][1760/3757] lr: 9.916e-02, eta: 8 days, 16:53:07, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2461, top5_acc: 0.5195, loss_cls: 3.4890, loss: 3.4890, grad_norm: 2.0600 2020-07-24 06:58:13,026 - mmaction - INFO - Epoch [16][1780/3757] lr: 9.916e-02, eta: 8 days, 16:52:37, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5234, loss_cls: 3.3705, loss: 3.3705, grad_norm: 1.9882 2020-07-24 06:58:28,804 - mmaction - INFO - Epoch [16][1800/3757] lr: 9.916e-02, eta: 8 days, 16:52:07, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5164, loss_cls: 3.4461, loss: 3.4461, grad_norm: 1.9919 2020-07-24 06:58:44,543 - mmaction - INFO - Epoch [16][1820/3757] lr: 9.916e-02, eta: 8 days, 16:51:37, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.3881, loss: 3.3881, grad_norm: 1.9755 2020-07-24 06:59:00,358 - mmaction - INFO - Epoch [16][1840/3757] lr: 9.916e-02, eta: 8 days, 16:51:07, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2375, top5_acc: 0.4859, loss_cls: 3.5609, loss: 3.5609, grad_norm: 2.0423 2020-07-24 06:59:16,129 - mmaction - INFO - Epoch [16][1860/3757] lr: 9.916e-02, eta: 8 days, 16:50:37, time: 0.789, data_time: 0.005, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5266, loss_cls: 3.3360, loss: 3.3360, grad_norm: 1.9642 2020-07-24 06:59:31,878 - mmaction - INFO - Epoch [16][1880/3757] lr: 9.916e-02, eta: 8 days, 16:50:06, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5328, loss_cls: 3.3676, loss: 3.3676, grad_norm: 2.0235 2020-07-24 06:59:47,678 - mmaction - INFO - Epoch [16][1900/3757] lr: 9.916e-02, eta: 8 days, 16:49:37, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.5086, loss_cls: 3.4611, loss: 3.4611, grad_norm: 2.0134 2020-07-24 07:00:05,965 - mmaction - INFO - Epoch [16][1920/3757] lr: 9.916e-02, eta: 8 days, 16:49:37, time: 0.888, data_time: 0.001, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5273, loss_cls: 3.3656, loss: 3.3656, grad_norm: 1.9636 2020-07-24 07:00:24,327 - mmaction - INFO - Epoch [16][1940/3757] lr: 9.916e-02, eta: 8 days, 16:49:56, time: 0.945, data_time: 0.035, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5125, loss_cls: 3.3918, loss: 3.3918, grad_norm: 1.9560 2020-07-24 07:00:40,152 - mmaction - INFO - Epoch [16][1960/3757] lr: 9.916e-02, eta: 8 days, 16:49:26, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5273, loss_cls: 3.4201, loss: 3.4201, grad_norm: 1.9916 2020-07-24 07:00:55,923 - mmaction - INFO - Epoch [16][1980/3757] lr: 9.916e-02, eta: 8 days, 16:48:56, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5148, loss_cls: 3.4284, loss: 3.4284, grad_norm: 1.9920 2020-07-24 07:01:11,677 - mmaction - INFO - Epoch [16][2000/3757] lr: 9.916e-02, eta: 8 days, 16:48:26, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2531, top5_acc: 0.5102, loss_cls: 3.4520, loss: 3.4520, grad_norm: 2.0059 2020-07-24 07:01:27,462 - mmaction - INFO - Epoch [16][2020/3757] lr: 9.916e-02, eta: 8 days, 16:47:56, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2461, top5_acc: 0.4969, loss_cls: 3.5147, loss: 3.5147, grad_norm: 2.0413 2020-07-24 07:01:43,271 - mmaction - INFO - Epoch [16][2040/3757] lr: 9.916e-02, eta: 8 days, 16:47:26, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2484, top5_acc: 0.4969, loss_cls: 3.4748, loss: 3.4748, grad_norm: 1.9548 2020-07-24 07:01:59,145 - mmaction - INFO - Epoch [16][2060/3757] lr: 9.916e-02, eta: 8 days, 16:46:58, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2484, top5_acc: 0.5008, loss_cls: 3.4743, loss: 3.4743, grad_norm: 1.9976 2020-07-24 07:02:14,982 - mmaction - INFO - Epoch [16][2080/3757] lr: 9.916e-02, eta: 8 days, 16:46:29, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5336, loss_cls: 3.2780, loss: 3.2780, grad_norm: 1.9479 2020-07-24 07:02:30,788 - mmaction - INFO - Epoch [16][2100/3757] lr: 9.916e-02, eta: 8 days, 16:45:59, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5273, loss_cls: 3.4088, loss: 3.4088, grad_norm: 1.9972 2020-07-24 07:02:46,581 - mmaction - INFO - Epoch [16][2120/3757] lr: 9.916e-02, eta: 8 days, 16:45:30, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5156, loss_cls: 3.4311, loss: 3.4311, grad_norm: 1.9818 2020-07-24 07:03:02,379 - mmaction - INFO - Epoch [16][2140/3757] lr: 9.916e-02, eta: 8 days, 16:45:00, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5180, loss_cls: 3.4335, loss: 3.4335, grad_norm: 2.0391 2020-07-24 07:03:18,131 - mmaction - INFO - Epoch [16][2160/3757] lr: 9.916e-02, eta: 8 days, 16:44:29, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5273, loss_cls: 3.3563, loss: 3.3563, grad_norm: 2.0379 2020-07-24 07:03:33,894 - mmaction - INFO - Epoch [16][2180/3757] lr: 9.916e-02, eta: 8 days, 16:43:59, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5133, loss_cls: 3.3225, loss: 3.3225, grad_norm: 2.0289 2020-07-24 07:03:49,640 - mmaction - INFO - Epoch [16][2200/3757] lr: 9.916e-02, eta: 8 days, 16:43:29, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2633, top5_acc: 0.4930, loss_cls: 3.4173, loss: 3.4173, grad_norm: 2.0328 2020-07-24 07:04:05,373 - mmaction - INFO - Epoch [16][2220/3757] lr: 9.916e-02, eta: 8 days, 16:42:58, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5188, loss_cls: 3.3860, loss: 3.3860, grad_norm: 2.0068 2020-07-24 07:04:21,111 - mmaction - INFO - Epoch [16][2240/3757] lr: 9.916e-02, eta: 8 days, 16:42:28, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5164, loss_cls: 3.4822, loss: 3.4822, grad_norm: 2.0152 2020-07-24 07:04:36,877 - mmaction - INFO - Epoch [16][2260/3757] lr: 9.916e-02, eta: 8 days, 16:41:58, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2539, top5_acc: 0.4836, loss_cls: 3.5495, loss: 3.5495, grad_norm: 1.9931 2020-07-24 07:04:52,674 - mmaction - INFO - Epoch [16][2280/3757] lr: 9.916e-02, eta: 8 days, 16:41:28, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2594, top5_acc: 0.5078, loss_cls: 3.4552, loss: 3.4552, grad_norm: 1.9995 2020-07-24 07:05:08,464 - mmaction - INFO - Epoch [16][2300/3757] lr: 9.916e-02, eta: 8 days, 16:40:59, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.5039, loss_cls: 3.4955, loss: 3.4955, grad_norm: 2.0659 2020-07-24 07:05:24,229 - mmaction - INFO - Epoch [16][2320/3757] lr: 9.916e-02, eta: 8 days, 16:40:28, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5211, loss_cls: 3.4233, loss: 3.4233, grad_norm: 2.0052 2020-07-24 07:05:39,978 - mmaction - INFO - Epoch [16][2340/3757] lr: 9.916e-02, eta: 8 days, 16:39:58, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2422, top5_acc: 0.4906, loss_cls: 3.5214, loss: 3.5214, grad_norm: 2.0221 2020-07-24 07:05:55,751 - mmaction - INFO - Epoch [16][2360/3757] lr: 9.916e-02, eta: 8 days, 16:39:28, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5242, loss_cls: 3.3869, loss: 3.3869, grad_norm: 1.9446 2020-07-24 07:06:11,580 - mmaction - INFO - Epoch [16][2380/3757] lr: 9.916e-02, eta: 8 days, 16:38:59, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5180, loss_cls: 3.3952, loss: 3.3952, grad_norm: 2.0544 2020-07-24 07:06:27,326 - mmaction - INFO - Epoch [16][2400/3757] lr: 9.916e-02, eta: 8 days, 16:38:29, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5125, loss_cls: 3.3820, loss: 3.3820, grad_norm: 1.9948 2020-07-24 07:06:43,138 - mmaction - INFO - Epoch [16][2420/3757] lr: 9.916e-02, eta: 8 days, 16:38:00, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2602, top5_acc: 0.4891, loss_cls: 3.4850, loss: 3.4850, grad_norm: 2.0549 2020-07-24 07:06:58,918 - mmaction - INFO - Epoch [16][2440/3757] lr: 9.916e-02, eta: 8 days, 16:37:29, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5320, loss_cls: 3.3901, loss: 3.3901, grad_norm: 1.9947 2020-07-24 07:07:14,704 - mmaction - INFO - Epoch [16][2460/3757] lr: 9.916e-02, eta: 8 days, 16:37:00, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5180, loss_cls: 3.3521, loss: 3.3521, grad_norm: 1.9983 2020-07-24 07:07:30,460 - mmaction - INFO - Epoch [16][2480/3757] lr: 9.916e-02, eta: 8 days, 16:36:30, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2508, top5_acc: 0.5125, loss_cls: 3.4026, loss: 3.4026, grad_norm: 2.0611 2020-07-24 07:07:46,214 - mmaction - INFO - Epoch [16][2500/3757] lr: 9.916e-02, eta: 8 days, 16:36:00, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5258, loss_cls: 3.3960, loss: 3.3960, grad_norm: 2.0267 2020-07-24 07:08:01,953 - mmaction - INFO - Epoch [16][2520/3757] lr: 9.916e-02, eta: 8 days, 16:35:30, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5266, loss_cls: 3.3156, loss: 3.3156, grad_norm: 2.0195 2020-07-24 07:08:17,686 - mmaction - INFO - Epoch [16][2540/3757] lr: 9.916e-02, eta: 8 days, 16:34:59, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2578, top5_acc: 0.5203, loss_cls: 3.3910, loss: 3.3910, grad_norm: 2.0917 2020-07-24 07:08:33,443 - mmaction - INFO - Epoch [16][2560/3757] lr: 9.916e-02, eta: 8 days, 16:34:29, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2625, top5_acc: 0.4969, loss_cls: 3.4862, loss: 3.4862, grad_norm: 2.0107 2020-07-24 07:08:49,210 - mmaction - INFO - Epoch [16][2580/3757] lr: 9.916e-02, eta: 8 days, 16:33:59, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5070, loss_cls: 3.4766, loss: 3.4766, grad_norm: 2.0364 2020-07-24 07:09:04,996 - mmaction - INFO - Epoch [16][2600/3757] lr: 9.916e-02, eta: 8 days, 16:33:30, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5352, loss_cls: 3.3032, loss: 3.3032, grad_norm: 1.9876 2020-07-24 07:09:20,822 - mmaction - INFO - Epoch [16][2620/3757] lr: 9.916e-02, eta: 8 days, 16:33:01, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5336, loss_cls: 3.3636, loss: 3.3636, grad_norm: 2.0260 2020-07-24 07:09:36,606 - mmaction - INFO - Epoch [16][2640/3757] lr: 9.916e-02, eta: 8 days, 16:32:31, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5234, loss_cls: 3.3863, loss: 3.3863, grad_norm: 2.0072 2020-07-24 07:09:52,378 - mmaction - INFO - Epoch [16][2660/3757] lr: 9.916e-02, eta: 8 days, 16:32:01, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5188, loss_cls: 3.4286, loss: 3.4286, grad_norm: 2.0295 2020-07-24 07:10:08,096 - mmaction - INFO - Epoch [16][2680/3757] lr: 9.916e-02, eta: 8 days, 16:31:31, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5164, loss_cls: 3.4118, loss: 3.4118, grad_norm: 1.9851 2020-07-24 07:10:23,871 - mmaction - INFO - Epoch [16][2700/3757] lr: 9.916e-02, eta: 8 days, 16:31:01, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5172, loss_cls: 3.4184, loss: 3.4184, grad_norm: 1.9834 2020-07-24 07:10:39,647 - mmaction - INFO - Epoch [16][2720/3757] lr: 9.916e-02, eta: 8 days, 16:30:31, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2531, top5_acc: 0.5055, loss_cls: 3.5270, loss: 3.5270, grad_norm: 2.0397 2020-07-24 07:10:55,449 - mmaction - INFO - Epoch [16][2740/3757] lr: 9.916e-02, eta: 8 days, 16:30:02, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5180, loss_cls: 3.5047, loss: 3.5047, grad_norm: 2.0342 2020-07-24 07:11:11,192 - mmaction - INFO - Epoch [16][2760/3757] lr: 9.916e-02, eta: 8 days, 16:29:32, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5141, loss_cls: 3.3999, loss: 3.3999, grad_norm: 2.0135 2020-07-24 07:11:26,849 - mmaction - INFO - Epoch [16][2780/3757] lr: 9.916e-02, eta: 8 days, 16:29:00, time: 0.782, data_time: 0.001, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5227, loss_cls: 3.3850, loss: 3.3850, grad_norm: 2.0081 2020-07-24 07:11:42,622 - mmaction - INFO - Epoch [16][2800/3757] lr: 9.916e-02, eta: 8 days, 16:28:31, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5242, loss_cls: 3.3139, loss: 3.3139, grad_norm: 2.0121 2020-07-24 07:11:58,470 - mmaction - INFO - Epoch [16][2820/3757] lr: 9.916e-02, eta: 8 days, 16:28:02, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5016, loss_cls: 3.4612, loss: 3.4612, grad_norm: 2.0154 2020-07-24 07:12:14,227 - mmaction - INFO - Epoch [16][2840/3757] lr: 9.916e-02, eta: 8 days, 16:27:32, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.5078, loss_cls: 3.4717, loss: 3.4717, grad_norm: 2.0516 2020-07-24 07:12:30,003 - mmaction - INFO - Epoch [16][2860/3757] lr: 9.916e-02, eta: 8 days, 16:27:02, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5305, loss_cls: 3.3884, loss: 3.3884, grad_norm: 2.0055 2020-07-24 07:12:45,773 - mmaction - INFO - Epoch [16][2880/3757] lr: 9.916e-02, eta: 8 days, 16:26:33, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5180, loss_cls: 3.3900, loss: 3.3900, grad_norm: 1.9752 2020-07-24 07:13:01,526 - mmaction - INFO - Epoch [16][2900/3757] lr: 9.916e-02, eta: 8 days, 16:26:03, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5109, loss_cls: 3.4531, loss: 3.4531, grad_norm: 1.9930 2020-07-24 07:13:17,383 - mmaction - INFO - Epoch [16][2920/3757] lr: 9.916e-02, eta: 8 days, 16:25:34, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5141, loss_cls: 3.4251, loss: 3.4251, grad_norm: 1.9898 2020-07-24 07:13:33,144 - mmaction - INFO - Epoch [16][2940/3757] lr: 9.916e-02, eta: 8 days, 16:25:05, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5195, loss_cls: 3.4091, loss: 3.4091, grad_norm: 1.9799 2020-07-24 07:13:48,928 - mmaction - INFO - Epoch [16][2960/3757] lr: 9.916e-02, eta: 8 days, 16:24:35, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5211, loss_cls: 3.4481, loss: 3.4481, grad_norm: 2.0450 2020-07-24 07:14:04,712 - mmaction - INFO - Epoch [16][2980/3757] lr: 9.916e-02, eta: 8 days, 16:24:06, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5305, loss_cls: 3.3744, loss: 3.3744, grad_norm: 1.9664 2020-07-24 07:14:20,488 - mmaction - INFO - Epoch [16][3000/3757] lr: 9.916e-02, eta: 8 days, 16:23:36, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5383, loss_cls: 3.3301, loss: 3.3301, grad_norm: 1.9754 2020-07-24 07:14:36,217 - mmaction - INFO - Epoch [16][3020/3757] lr: 9.916e-02, eta: 8 days, 16:23:06, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5188, loss_cls: 3.3630, loss: 3.3630, grad_norm: 2.0472 2020-07-24 07:14:52,007 - mmaction - INFO - Epoch [16][3040/3757] lr: 9.916e-02, eta: 8 days, 16:22:36, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5133, loss_cls: 3.4524, loss: 3.4524, grad_norm: 2.1020 2020-07-24 07:15:07,844 - mmaction - INFO - Epoch [16][3060/3757] lr: 9.916e-02, eta: 8 days, 16:22:08, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2508, top5_acc: 0.4922, loss_cls: 3.4794, loss: 3.4794, grad_norm: 1.9887 2020-07-24 07:15:23,597 - mmaction - INFO - Epoch [16][3080/3757] lr: 9.916e-02, eta: 8 days, 16:21:38, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5227, loss_cls: 3.4119, loss: 3.4119, grad_norm: 1.9464 2020-07-24 07:15:39,385 - mmaction - INFO - Epoch [16][3100/3757] lr: 9.916e-02, eta: 8 days, 16:21:09, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5406, loss_cls: 3.2884, loss: 3.2884, grad_norm: 1.9645 2020-07-24 07:15:55,171 - mmaction - INFO - Epoch [16][3120/3757] lr: 9.916e-02, eta: 8 days, 16:20:39, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5195, loss_cls: 3.3859, loss: 3.3859, grad_norm: 2.0336 2020-07-24 07:16:10,971 - mmaction - INFO - Epoch [16][3140/3757] lr: 9.916e-02, eta: 8 days, 16:20:10, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5359, loss_cls: 3.3686, loss: 3.3686, grad_norm: 2.0403 2020-07-24 07:16:26,844 - mmaction - INFO - Epoch [16][3160/3757] lr: 9.916e-02, eta: 8 days, 16:19:42, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5328, loss_cls: 3.3762, loss: 3.3762, grad_norm: 2.0538 2020-07-24 07:16:42,575 - mmaction - INFO - Epoch [16][3180/3757] lr: 9.916e-02, eta: 8 days, 16:19:12, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5336, loss_cls: 3.3000, loss: 3.3000, grad_norm: 1.9994 2020-07-24 07:16:58,295 - mmaction - INFO - Epoch [16][3200/3757] lr: 9.916e-02, eta: 8 days, 16:18:42, time: 0.786, data_time: 0.004, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5289, loss_cls: 3.3614, loss: 3.3614, grad_norm: 2.0375 2020-07-24 07:17:14,047 - mmaction - INFO - Epoch [16][3220/3757] lr: 9.916e-02, eta: 8 days, 16:18:12, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5344, loss_cls: 3.3370, loss: 3.3370, grad_norm: 2.0505 2020-07-24 07:17:29,816 - mmaction - INFO - Epoch [16][3240/3757] lr: 9.916e-02, eta: 8 days, 16:17:42, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5289, loss_cls: 3.3776, loss: 3.3776, grad_norm: 2.0256 2020-07-24 07:17:45,564 - mmaction - INFO - Epoch [16][3260/3757] lr: 9.916e-02, eta: 8 days, 16:17:12, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5266, loss_cls: 3.3860, loss: 3.3860, grad_norm: 2.0349 2020-07-24 07:18:01,310 - mmaction - INFO - Epoch [16][3280/3757] lr: 9.916e-02, eta: 8 days, 16:16:43, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5266, loss_cls: 3.3974, loss: 3.3974, grad_norm: 2.0061 2020-07-24 07:18:17,085 - mmaction - INFO - Epoch [16][3300/3757] lr: 9.916e-02, eta: 8 days, 16:16:13, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5062, loss_cls: 3.4297, loss: 3.4297, grad_norm: 1.9615 2020-07-24 07:18:32,881 - mmaction - INFO - Epoch [16][3320/3757] lr: 9.916e-02, eta: 8 days, 16:15:44, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.4961, loss_cls: 3.5076, loss: 3.5076, grad_norm: 2.0382 2020-07-24 07:18:48,713 - mmaction - INFO - Epoch [16][3340/3757] lr: 9.916e-02, eta: 8 days, 16:15:15, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5227, loss_cls: 3.3923, loss: 3.3923, grad_norm: 1.9694 2020-07-24 07:19:04,491 - mmaction - INFO - Epoch [16][3360/3757] lr: 9.916e-02, eta: 8 days, 16:14:46, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2492, top5_acc: 0.4922, loss_cls: 3.4887, loss: 3.4887, grad_norm: 2.0604 2020-07-24 07:19:20,314 - mmaction - INFO - Epoch [16][3380/3757] lr: 9.916e-02, eta: 8 days, 16:14:17, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5414, loss_cls: 3.3783, loss: 3.3783, grad_norm: 2.0454 2020-07-24 07:19:36,094 - mmaction - INFO - Epoch [16][3400/3757] lr: 9.916e-02, eta: 8 days, 16:13:48, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5055, loss_cls: 3.4007, loss: 3.4007, grad_norm: 1.9595 2020-07-24 07:19:51,857 - mmaction - INFO - Epoch [16][3420/3757] lr: 9.916e-02, eta: 8 days, 16:13:19, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3117, top5_acc: 0.5359, loss_cls: 3.2646, loss: 3.2646, grad_norm: 2.0250 2020-07-24 07:20:07,598 - mmaction - INFO - Epoch [16][3440/3757] lr: 9.916e-02, eta: 8 days, 16:12:49, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5039, loss_cls: 3.4965, loss: 3.4965, grad_norm: 2.1041 2020-07-24 07:20:23,356 - mmaction - INFO - Epoch [16][3460/3757] lr: 9.916e-02, eta: 8 days, 16:12:19, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5328, loss_cls: 3.3241, loss: 3.3241, grad_norm: 1.9779 2020-07-24 07:20:39,223 - mmaction - INFO - Epoch [16][3480/3757] lr: 9.916e-02, eta: 8 days, 16:11:51, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5320, loss_cls: 3.3459, loss: 3.3459, grad_norm: 1.9741 2020-07-24 07:20:55,015 - mmaction - INFO - Epoch [16][3500/3757] lr: 9.916e-02, eta: 8 days, 16:11:22, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5102, loss_cls: 3.3997, loss: 3.3997, grad_norm: 2.0369 2020-07-24 07:21:10,804 - mmaction - INFO - Epoch [16][3520/3757] lr: 9.916e-02, eta: 8 days, 16:10:52, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2609, top5_acc: 0.5164, loss_cls: 3.4257, loss: 3.4257, grad_norm: 2.0428 2020-07-24 07:21:26,550 - mmaction - INFO - Epoch [16][3540/3757] lr: 9.916e-02, eta: 8 days, 16:10:23, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5023, loss_cls: 3.4088, loss: 3.4088, grad_norm: 1.9642 2020-07-24 07:21:42,338 - mmaction - INFO - Epoch [16][3560/3757] lr: 9.916e-02, eta: 8 days, 16:09:54, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5000, loss_cls: 3.4623, loss: 3.4623, grad_norm: 2.0157 2020-07-24 07:21:58,111 - mmaction - INFO - Epoch [16][3580/3757] lr: 9.916e-02, eta: 8 days, 16:09:24, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5242, loss_cls: 3.3682, loss: 3.3682, grad_norm: 1.9310 2020-07-24 07:22:13,912 - mmaction - INFO - Epoch [16][3600/3757] lr: 9.916e-02, eta: 8 days, 16:08:56, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5250, loss_cls: 3.3704, loss: 3.3704, grad_norm: 1.9956 2020-07-24 07:22:29,651 - mmaction - INFO - Epoch [16][3620/3757] lr: 9.916e-02, eta: 8 days, 16:08:26, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5305, loss_cls: 3.3704, loss: 3.3704, grad_norm: 2.0172 2020-07-24 07:22:45,435 - mmaction - INFO - Epoch [16][3640/3757] lr: 9.916e-02, eta: 8 days, 16:07:57, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5164, loss_cls: 3.4872, loss: 3.4872, grad_norm: 1.9680 2020-07-24 07:23:01,241 - mmaction - INFO - Epoch [16][3660/3757] lr: 9.916e-02, eta: 8 days, 16:07:28, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5297, loss_cls: 3.4107, loss: 3.4107, grad_norm: 1.9908 2020-07-24 07:23:17,010 - mmaction - INFO - Epoch [16][3680/3757] lr: 9.916e-02, eta: 8 days, 16:06:58, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5383, loss_cls: 3.3352, loss: 3.3352, grad_norm: 1.9893 2020-07-24 07:23:32,790 - mmaction - INFO - Epoch [16][3700/3757] lr: 9.916e-02, eta: 8 days, 16:06:29, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5172, loss_cls: 3.4256, loss: 3.4256, grad_norm: 2.0343 2020-07-24 07:23:48,557 - mmaction - INFO - Epoch [16][3720/3757] lr: 9.916e-02, eta: 8 days, 16:06:00, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.4984, loss_cls: 3.4814, loss: 3.4814, grad_norm: 2.0719 2020-07-24 07:24:04,378 - mmaction - INFO - Epoch [16][3740/3757] lr: 9.916e-02, eta: 8 days, 16:05:31, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5273, loss_cls: 3.3519, loss: 3.3519, grad_norm: 1.9444 2020-07-24 07:24:25,077 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-07-24 07:27:21,495 - mmaction - INFO - Epoch [17][20/3757] lr: 9.904e-02, eta: 8 days, 16:41:08, time: 8.766, data_time: 7.876, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5383, loss_cls: 3.3094, loss: 3.3094, grad_norm: 2.0038 2020-07-24 07:27:37,204 - mmaction - INFO - Epoch [17][40/3757] lr: 9.904e-02, eta: 8 days, 16:40:38, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5180, loss_cls: 3.4052, loss: 3.4052, grad_norm: 2.0287 2020-07-24 07:27:52,958 - mmaction - INFO - Epoch [17][60/3757] lr: 9.904e-02, eta: 8 days, 16:40:07, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5055, loss_cls: 3.4595, loss: 3.4595, grad_norm: 1.9854 2020-07-24 07:28:08,687 - mmaction - INFO - Epoch [17][80/3757] lr: 9.904e-02, eta: 8 days, 16:39:37, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5250, loss_cls: 3.4134, loss: 3.4134, grad_norm: 2.0403 2020-07-24 07:28:24,494 - mmaction - INFO - Epoch [17][100/3757] lr: 9.904e-02, eta: 8 days, 16:39:07, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2945, top5_acc: 0.5437, loss_cls: 3.2645, loss: 3.2645, grad_norm: 1.9775 2020-07-24 07:28:40,222 - mmaction - INFO - Epoch [17][120/3757] lr: 9.904e-02, eta: 8 days, 16:38:37, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2469, top5_acc: 0.5180, loss_cls: 3.4180, loss: 3.4180, grad_norm: 1.9819 2020-07-24 07:28:56,041 - mmaction - INFO - Epoch [17][140/3757] lr: 9.904e-02, eta: 8 days, 16:38:07, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5398, loss_cls: 3.2866, loss: 3.2866, grad_norm: 2.0340 2020-07-24 07:29:11,785 - mmaction - INFO - Epoch [17][160/3757] lr: 9.904e-02, eta: 8 days, 16:37:37, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2539, top5_acc: 0.5047, loss_cls: 3.4984, loss: 3.4984, grad_norm: 2.0473 2020-07-24 07:29:27,595 - mmaction - INFO - Epoch [17][180/3757] lr: 9.904e-02, eta: 8 days, 16:37:07, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2641, top5_acc: 0.4938, loss_cls: 3.4453, loss: 3.4453, grad_norm: 1.9659 2020-07-24 07:29:43,361 - mmaction - INFO - Epoch [17][200/3757] lr: 9.904e-02, eta: 8 days, 16:36:37, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5273, loss_cls: 3.3207, loss: 3.3207, grad_norm: 1.9911 2020-07-24 07:29:59,092 - mmaction - INFO - Epoch [17][220/3757] lr: 9.904e-02, eta: 8 days, 16:36:07, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.3031, top5_acc: 0.5359, loss_cls: 3.3113, loss: 3.3113, grad_norm: 2.0491 2020-07-24 07:30:14,943 - mmaction - INFO - Epoch [17][240/3757] lr: 9.904e-02, eta: 8 days, 16:35:38, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5219, loss_cls: 3.4290, loss: 3.4290, grad_norm: 2.0202 2020-07-24 07:30:30,735 - mmaction - INFO - Epoch [17][260/3757] lr: 9.904e-02, eta: 8 days, 16:35:08, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2680, top5_acc: 0.4977, loss_cls: 3.4836, loss: 3.4836, grad_norm: 2.0186 2020-07-24 07:30:46,554 - mmaction - INFO - Epoch [17][280/3757] lr: 9.904e-02, eta: 8 days, 16:34:39, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5125, loss_cls: 3.4390, loss: 3.4390, grad_norm: 2.0201 2020-07-24 07:31:02,367 - mmaction - INFO - Epoch [17][300/3757] lr: 9.904e-02, eta: 8 days, 16:34:10, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5164, loss_cls: 3.4017, loss: 3.4017, grad_norm: 2.0146 2020-07-24 07:31:18,125 - mmaction - INFO - Epoch [17][320/3757] lr: 9.904e-02, eta: 8 days, 16:33:40, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5234, loss_cls: 3.4166, loss: 3.4166, grad_norm: 2.0763 2020-07-24 07:31:33,910 - mmaction - INFO - Epoch [17][340/3757] lr: 9.904e-02, eta: 8 days, 16:33:10, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5367, loss_cls: 3.3486, loss: 3.3486, grad_norm: 2.0002 2020-07-24 07:31:49,641 - mmaction - INFO - Epoch [17][360/3757] lr: 9.904e-02, eta: 8 days, 16:32:39, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5195, loss_cls: 3.3128, loss: 3.3128, grad_norm: 2.0256 2020-07-24 07:32:05,374 - mmaction - INFO - Epoch [17][380/3757] lr: 9.904e-02, eta: 8 days, 16:32:09, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5094, loss_cls: 3.4547, loss: 3.4547, grad_norm: 2.0780 2020-07-24 07:32:21,202 - mmaction - INFO - Epoch [17][400/3757] lr: 9.904e-02, eta: 8 days, 16:31:40, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5289, loss_cls: 3.3561, loss: 3.3561, grad_norm: 2.0186 2020-07-24 07:32:36,985 - mmaction - INFO - Epoch [17][420/3757] lr: 9.904e-02, eta: 8 days, 16:31:10, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5391, loss_cls: 3.3547, loss: 3.3547, grad_norm: 2.0440 2020-07-24 07:32:52,699 - mmaction - INFO - Epoch [17][440/3757] lr: 9.904e-02, eta: 8 days, 16:30:40, time: 0.788, data_time: 0.005, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5070, loss_cls: 3.4316, loss: 3.4316, grad_norm: 1.9624 2020-07-24 07:33:08,485 - mmaction - INFO - Epoch [17][460/3757] lr: 9.904e-02, eta: 8 days, 16:30:10, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5352, loss_cls: 3.3493, loss: 3.3493, grad_norm: 2.0120 2020-07-24 07:33:24,340 - mmaction - INFO - Epoch [17][480/3757] lr: 9.904e-02, eta: 8 days, 16:29:41, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5266, loss_cls: 3.3838, loss: 3.3838, grad_norm: 1.9909 2020-07-24 07:33:40,053 - mmaction - INFO - Epoch [17][500/3757] lr: 9.904e-02, eta: 8 days, 16:29:11, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2539, top5_acc: 0.5117, loss_cls: 3.4355, loss: 3.4355, grad_norm: 2.0567 2020-07-24 07:33:55,846 - mmaction - INFO - Epoch [17][520/3757] lr: 9.904e-02, eta: 8 days, 16:28:41, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5391, loss_cls: 3.3127, loss: 3.3127, grad_norm: 2.0205 2020-07-24 07:34:11,654 - mmaction - INFO - Epoch [17][540/3757] lr: 9.904e-02, eta: 8 days, 16:28:12, time: 0.792, data_time: 0.005, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5305, loss_cls: 3.4013, loss: 3.4013, grad_norm: 2.0618 2020-07-24 07:34:27,406 - mmaction - INFO - Epoch [17][560/3757] lr: 9.904e-02, eta: 8 days, 16:27:42, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5336, loss_cls: 3.3626, loss: 3.3626, grad_norm: 2.0460 2020-07-24 07:34:43,233 - mmaction - INFO - Epoch [17][580/3757] lr: 9.904e-02, eta: 8 days, 16:27:13, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5180, loss_cls: 3.4216, loss: 3.4216, grad_norm: 2.0211 2020-07-24 07:34:59,036 - mmaction - INFO - Epoch [17][600/3757] lr: 9.904e-02, eta: 8 days, 16:26:43, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2523, top5_acc: 0.5195, loss_cls: 3.4600, loss: 3.4600, grad_norm: 1.9774 2020-07-24 07:35:14,894 - mmaction - INFO - Epoch [17][620/3757] lr: 9.904e-02, eta: 8 days, 16:26:15, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5289, loss_cls: 3.3650, loss: 3.3650, grad_norm: 1.9280 2020-07-24 07:35:30,661 - mmaction - INFO - Epoch [17][640/3757] lr: 9.904e-02, eta: 8 days, 16:25:45, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2500, top5_acc: 0.5086, loss_cls: 3.4098, loss: 3.4098, grad_norm: 2.0743 2020-07-24 07:35:46,493 - mmaction - INFO - Epoch [17][660/3757] lr: 9.904e-02, eta: 8 days, 16:25:16, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5305, loss_cls: 3.4160, loss: 3.4160, grad_norm: 1.9946 2020-07-24 07:36:02,287 - mmaction - INFO - Epoch [17][680/3757] lr: 9.904e-02, eta: 8 days, 16:24:47, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5273, loss_cls: 3.3748, loss: 3.3748, grad_norm: 1.9572 2020-07-24 07:36:18,030 - mmaction - INFO - Epoch [17][700/3757] lr: 9.904e-02, eta: 8 days, 16:24:17, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5109, loss_cls: 3.4011, loss: 3.4011, grad_norm: 1.9625 2020-07-24 07:36:33,775 - mmaction - INFO - Epoch [17][720/3757] lr: 9.904e-02, eta: 8 days, 16:23:47, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5477, loss_cls: 3.2899, loss: 3.2899, grad_norm: 1.9970 2020-07-24 07:36:49,503 - mmaction - INFO - Epoch [17][740/3757] lr: 9.904e-02, eta: 8 days, 16:23:16, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5211, loss_cls: 3.3951, loss: 3.3951, grad_norm: 2.0475 2020-07-24 07:37:05,304 - mmaction - INFO - Epoch [17][760/3757] lr: 9.904e-02, eta: 8 days, 16:22:47, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5328, loss_cls: 3.4006, loss: 3.4006, grad_norm: 1.9979 2020-07-24 07:37:21,125 - mmaction - INFO - Epoch [17][780/3757] lr: 9.904e-02, eta: 8 days, 16:22:18, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5305, loss_cls: 3.3903, loss: 3.3903, grad_norm: 1.9970 2020-07-24 07:37:36,959 - mmaction - INFO - Epoch [17][800/3757] lr: 9.904e-02, eta: 8 days, 16:21:49, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5227, loss_cls: 3.4233, loss: 3.4233, grad_norm: 2.0286 2020-07-24 07:37:52,708 - mmaction - INFO - Epoch [17][820/3757] lr: 9.904e-02, eta: 8 days, 16:21:19, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5031, loss_cls: 3.4613, loss: 3.4613, grad_norm: 2.0068 2020-07-24 07:38:08,535 - mmaction - INFO - Epoch [17][840/3757] lr: 9.904e-02, eta: 8 days, 16:20:50, time: 0.791, data_time: 0.002, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5008, loss_cls: 3.4097, loss: 3.4097, grad_norm: 2.0092 2020-07-24 07:38:24,334 - mmaction - INFO - Epoch [17][860/3757] lr: 9.904e-02, eta: 8 days, 16:20:21, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5523, loss_cls: 3.2604, loss: 3.2604, grad_norm: 2.0409 2020-07-24 07:38:40,070 - mmaction - INFO - Epoch [17][880/3757] lr: 9.904e-02, eta: 8 days, 16:19:51, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2461, top5_acc: 0.4984, loss_cls: 3.5155, loss: 3.5155, grad_norm: 2.0203 2020-07-24 07:38:55,854 - mmaction - INFO - Epoch [17][900/3757] lr: 9.904e-02, eta: 8 days, 16:19:21, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5266, loss_cls: 3.3292, loss: 3.3292, grad_norm: 1.9674 2020-07-24 07:39:11,632 - mmaction - INFO - Epoch [17][920/3757] lr: 9.904e-02, eta: 8 days, 16:18:52, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5352, loss_cls: 3.3569, loss: 3.3569, grad_norm: 2.0384 2020-07-24 07:39:27,410 - mmaction - INFO - Epoch [17][940/3757] lr: 9.904e-02, eta: 8 days, 16:18:22, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5328, loss_cls: 3.3192, loss: 3.3192, grad_norm: 2.0853 2020-07-24 07:39:43,259 - mmaction - INFO - Epoch [17][960/3757] lr: 9.904e-02, eta: 8 days, 16:17:54, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5406, loss_cls: 3.3262, loss: 3.3262, grad_norm: 1.9642 2020-07-24 07:39:59,034 - mmaction - INFO - Epoch [17][980/3757] lr: 9.904e-02, eta: 8 days, 16:17:24, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5258, loss_cls: 3.4141, loss: 3.4141, grad_norm: 2.0115 2020-07-24 07:40:14,850 - mmaction - INFO - Epoch [17][1000/3757] lr: 9.904e-02, eta: 8 days, 16:16:55, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5008, loss_cls: 3.4062, loss: 3.4062, grad_norm: 2.0027 2020-07-24 07:40:30,615 - mmaction - INFO - Epoch [17][1020/3757] lr: 9.904e-02, eta: 8 days, 16:16:26, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5047, loss_cls: 3.4169, loss: 3.4169, grad_norm: 1.9704 2020-07-24 07:40:46,485 - mmaction - INFO - Epoch [17][1040/3757] lr: 9.904e-02, eta: 8 days, 16:15:58, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5461, loss_cls: 3.2565, loss: 3.2565, grad_norm: 1.9478 2020-07-24 07:41:02,304 - mmaction - INFO - Epoch [17][1060/3757] lr: 9.904e-02, eta: 8 days, 16:15:29, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5133, loss_cls: 3.3866, loss: 3.3866, grad_norm: 1.9684 2020-07-24 07:41:18,112 - mmaction - INFO - Epoch [17][1080/3757] lr: 9.904e-02, eta: 8 days, 16:15:00, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5492, loss_cls: 3.3457, loss: 3.3457, grad_norm: 2.0207 2020-07-24 07:41:33,875 - mmaction - INFO - Epoch [17][1100/3757] lr: 9.904e-02, eta: 8 days, 16:14:30, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.3304, loss: 3.3304, grad_norm: 2.0121 2020-07-24 07:41:49,659 - mmaction - INFO - Epoch [17][1120/3757] lr: 9.904e-02, eta: 8 days, 16:14:01, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5102, loss_cls: 3.4204, loss: 3.4204, grad_norm: 2.0012 2020-07-24 07:42:05,371 - mmaction - INFO - Epoch [17][1140/3757] lr: 9.904e-02, eta: 8 days, 16:13:30, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2492, top5_acc: 0.5195, loss_cls: 3.4532, loss: 3.4532, grad_norm: 2.0697 2020-07-24 07:42:21,179 - mmaction - INFO - Epoch [17][1160/3757] lr: 9.904e-02, eta: 8 days, 16:13:01, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5219, loss_cls: 3.3751, loss: 3.3751, grad_norm: 1.9733 2020-07-24 07:42:36,915 - mmaction - INFO - Epoch [17][1180/3757] lr: 9.904e-02, eta: 8 days, 16:12:31, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5570, loss_cls: 3.2334, loss: 3.2334, grad_norm: 1.9492 2020-07-24 07:42:52,719 - mmaction - INFO - Epoch [17][1200/3757] lr: 9.904e-02, eta: 8 days, 16:12:02, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5133, loss_cls: 3.4236, loss: 3.4236, grad_norm: 2.0571 2020-07-24 07:43:08,442 - mmaction - INFO - Epoch [17][1220/3757] lr: 9.904e-02, eta: 8 days, 16:11:32, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5266, loss_cls: 3.3506, loss: 3.3506, grad_norm: 2.0450 2020-07-24 07:43:24,325 - mmaction - INFO - Epoch [17][1240/3757] lr: 9.904e-02, eta: 8 days, 16:11:04, time: 0.793, data_time: 0.002, memory: 6201, top1_acc: 0.2523, top5_acc: 0.4984, loss_cls: 3.4867, loss: 3.4867, grad_norm: 1.9978 2020-07-24 07:43:39,995 - mmaction - INFO - Epoch [17][1260/3757] lr: 9.904e-02, eta: 8 days, 16:10:33, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5391, loss_cls: 3.2994, loss: 3.2994, grad_norm: 2.0104 2020-07-24 07:43:55,724 - mmaction - INFO - Epoch [17][1280/3757] lr: 9.904e-02, eta: 8 days, 16:10:03, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5203, loss_cls: 3.4132, loss: 3.4132, grad_norm: 2.0320 2020-07-24 07:44:11,466 - mmaction - INFO - Epoch [17][1300/3757] lr: 9.904e-02, eta: 8 days, 16:09:33, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5211, loss_cls: 3.3854, loss: 3.3854, grad_norm: 2.0111 2020-07-24 07:44:27,274 - mmaction - INFO - Epoch [17][1320/3757] lr: 9.904e-02, eta: 8 days, 16:09:04, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5352, loss_cls: 3.3127, loss: 3.3127, grad_norm: 2.0496 2020-07-24 07:44:43,032 - mmaction - INFO - Epoch [17][1340/3757] lr: 9.904e-02, eta: 8 days, 16:08:34, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5320, loss_cls: 3.3831, loss: 3.3831, grad_norm: 2.0533 2020-07-24 07:44:58,808 - mmaction - INFO - Epoch [17][1360/3757] lr: 9.904e-02, eta: 8 days, 16:08:05, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2562, top5_acc: 0.5156, loss_cls: 3.4708, loss: 3.4708, grad_norm: 1.9806 2020-07-24 07:45:14,600 - mmaction - INFO - Epoch [17][1380/3757] lr: 9.904e-02, eta: 8 days, 16:07:36, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5156, loss_cls: 3.4124, loss: 3.4124, grad_norm: 1.9760 2020-07-24 07:45:30,362 - mmaction - INFO - Epoch [17][1400/3757] lr: 9.904e-02, eta: 8 days, 16:07:06, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2469, top5_acc: 0.5000, loss_cls: 3.4816, loss: 3.4816, grad_norm: 2.0303 2020-07-24 07:45:46,115 - mmaction - INFO - Epoch [17][1420/3757] lr: 9.904e-02, eta: 8 days, 16:06:37, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5211, loss_cls: 3.3760, loss: 3.3760, grad_norm: 2.0171 2020-07-24 07:46:01,836 - mmaction - INFO - Epoch [17][1440/3757] lr: 9.904e-02, eta: 8 days, 16:06:07, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5375, loss_cls: 3.3113, loss: 3.3113, grad_norm: 2.0412 2020-07-24 07:46:17,612 - mmaction - INFO - Epoch [17][1460/3757] lr: 9.904e-02, eta: 8 days, 16:05:37, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5320, loss_cls: 3.3417, loss: 3.3417, grad_norm: 2.0330 2020-07-24 07:46:33,367 - mmaction - INFO - Epoch [17][1480/3757] lr: 9.904e-02, eta: 8 days, 16:05:07, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5219, loss_cls: 3.3934, loss: 3.3934, grad_norm: 2.0250 2020-07-24 07:46:49,163 - mmaction - INFO - Epoch [17][1500/3757] lr: 9.904e-02, eta: 8 days, 16:04:38, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5375, loss_cls: 3.3202, loss: 3.3202, grad_norm: 2.0093 2020-07-24 07:47:04,964 - mmaction - INFO - Epoch [17][1520/3757] lr: 9.904e-02, eta: 8 days, 16:04:09, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5133, loss_cls: 3.4264, loss: 3.4264, grad_norm: 2.0396 2020-07-24 07:47:20,734 - mmaction - INFO - Epoch [17][1540/3757] lr: 9.904e-02, eta: 8 days, 16:03:40, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5328, loss_cls: 3.3644, loss: 3.3644, grad_norm: 2.0519 2020-07-24 07:47:36,501 - mmaction - INFO - Epoch [17][1560/3757] lr: 9.904e-02, eta: 8 days, 16:03:11, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.4992, loss_cls: 3.4418, loss: 3.4418, grad_norm: 2.0886 2020-07-24 07:47:52,305 - mmaction - INFO - Epoch [17][1580/3757] lr: 9.904e-02, eta: 8 days, 16:02:42, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5133, loss_cls: 3.3804, loss: 3.3804, grad_norm: 2.0132 2020-07-24 07:48:08,073 - mmaction - INFO - Epoch [17][1600/3757] lr: 9.904e-02, eta: 8 days, 16:02:12, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5484, loss_cls: 3.3058, loss: 3.3058, grad_norm: 2.0342 2020-07-24 07:48:23,798 - mmaction - INFO - Epoch [17][1620/3757] lr: 9.904e-02, eta: 8 days, 16:01:43, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5188, loss_cls: 3.4072, loss: 3.4072, grad_norm: 1.9891 2020-07-24 07:48:39,536 - mmaction - INFO - Epoch [17][1640/3757] lr: 9.904e-02, eta: 8 days, 16:01:13, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5266, loss_cls: 3.3585, loss: 3.3585, grad_norm: 1.9738 2020-07-24 07:48:55,320 - mmaction - INFO - Epoch [17][1660/3757] lr: 9.904e-02, eta: 8 days, 16:00:43, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5148, loss_cls: 3.4316, loss: 3.4316, grad_norm: 2.0430 2020-07-24 07:49:11,065 - mmaction - INFO - Epoch [17][1680/3757] lr: 9.904e-02, eta: 8 days, 16:00:14, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5344, loss_cls: 3.3819, loss: 3.3819, grad_norm: 2.0040 2020-07-24 07:49:26,826 - mmaction - INFO - Epoch [17][1700/3757] lr: 9.904e-02, eta: 8 days, 15:59:44, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5234, loss_cls: 3.4380, loss: 3.4380, grad_norm: 2.0370 2020-07-24 07:49:42,603 - mmaction - INFO - Epoch [17][1720/3757] lr: 9.904e-02, eta: 8 days, 15:59:15, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5266, loss_cls: 3.4055, loss: 3.4055, grad_norm: 2.0141 2020-07-24 07:49:58,341 - mmaction - INFO - Epoch [17][1740/3757] lr: 9.904e-02, eta: 8 days, 15:58:45, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.4977, loss_cls: 3.4842, loss: 3.4842, grad_norm: 2.0579 2020-07-24 07:50:14,059 - mmaction - INFO - Epoch [17][1760/3757] lr: 9.904e-02, eta: 8 days, 15:58:15, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5094, loss_cls: 3.4549, loss: 3.4549, grad_norm: 2.0183 2020-07-24 07:50:29,877 - mmaction - INFO - Epoch [17][1780/3757] lr: 9.904e-02, eta: 8 days, 15:57:47, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5141, loss_cls: 3.4791, loss: 3.4791, grad_norm: 2.0481 2020-07-24 07:50:45,637 - mmaction - INFO - Epoch [17][1800/3757] lr: 9.904e-02, eta: 8 days, 15:57:17, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5367, loss_cls: 3.3025, loss: 3.3025, grad_norm: 2.0167 2020-07-24 07:51:01,386 - mmaction - INFO - Epoch [17][1820/3757] lr: 9.904e-02, eta: 8 days, 15:56:48, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5086, loss_cls: 3.4945, loss: 3.4945, grad_norm: 1.9949 2020-07-24 07:51:17,202 - mmaction - INFO - Epoch [17][1840/3757] lr: 9.904e-02, eta: 8 days, 15:56:19, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5156, loss_cls: 3.4645, loss: 3.4645, grad_norm: 2.0145 2020-07-24 07:51:32,999 - mmaction - INFO - Epoch [17][1860/3757] lr: 9.904e-02, eta: 8 days, 15:55:50, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5289, loss_cls: 3.4008, loss: 3.4008, grad_norm: 1.9749 2020-07-24 07:51:48,787 - mmaction - INFO - Epoch [17][1880/3757] lr: 9.904e-02, eta: 8 days, 15:55:22, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5492, loss_cls: 3.2811, loss: 3.2811, grad_norm: 2.0214 2020-07-24 07:52:04,556 - mmaction - INFO - Epoch [17][1900/3757] lr: 9.904e-02, eta: 8 days, 15:54:52, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5258, loss_cls: 3.3648, loss: 3.3648, grad_norm: 2.0189 2020-07-24 07:52:20,326 - mmaction - INFO - Epoch [17][1920/3757] lr: 9.904e-02, eta: 8 days, 15:54:23, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.4953, loss_cls: 3.4470, loss: 3.4470, grad_norm: 1.9877 2020-07-24 07:52:36,117 - mmaction - INFO - Epoch [17][1940/3757] lr: 9.904e-02, eta: 8 days, 15:53:54, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5453, loss_cls: 3.3348, loss: 3.3348, grad_norm: 2.0128 2020-07-24 07:52:51,903 - mmaction - INFO - Epoch [17][1960/3757] lr: 9.904e-02, eta: 8 days, 15:53:25, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5203, loss_cls: 3.4395, loss: 3.4395, grad_norm: 2.0443 2020-07-24 07:53:07,664 - mmaction - INFO - Epoch [17][1980/3757] lr: 9.904e-02, eta: 8 days, 15:52:56, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2492, top5_acc: 0.5227, loss_cls: 3.4391, loss: 3.4391, grad_norm: 2.0488 2020-07-24 07:53:23,518 - mmaction - INFO - Epoch [17][2000/3757] lr: 9.904e-02, eta: 8 days, 15:52:28, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5109, loss_cls: 3.4255, loss: 3.4255, grad_norm: 1.9819 2020-07-24 07:53:39,208 - mmaction - INFO - Epoch [17][2020/3757] lr: 9.904e-02, eta: 8 days, 15:51:58, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.3086, top5_acc: 0.5469, loss_cls: 3.2679, loss: 3.2679, grad_norm: 2.0032 2020-07-24 07:53:54,938 - mmaction - INFO - Epoch [17][2040/3757] lr: 9.904e-02, eta: 8 days, 15:51:28, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5266, loss_cls: 3.3970, loss: 3.3970, grad_norm: 2.0381 2020-07-24 07:54:10,687 - mmaction - INFO - Epoch [17][2060/3757] lr: 9.904e-02, eta: 8 days, 15:50:58, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2609, top5_acc: 0.5070, loss_cls: 3.4240, loss: 3.4240, grad_norm: 2.0134 2020-07-24 07:54:26,500 - mmaction - INFO - Epoch [17][2080/3757] lr: 9.904e-02, eta: 8 days, 15:50:30, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5211, loss_cls: 3.3813, loss: 3.3813, grad_norm: 2.0330 2020-07-24 07:54:42,251 - mmaction - INFO - Epoch [17][2100/3757] lr: 9.904e-02, eta: 8 days, 15:50:00, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5398, loss_cls: 3.3844, loss: 3.3844, grad_norm: 1.9984 2020-07-24 07:54:58,011 - mmaction - INFO - Epoch [17][2120/3757] lr: 9.904e-02, eta: 8 days, 15:49:31, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5031, loss_cls: 3.5033, loss: 3.5033, grad_norm: 2.0062 2020-07-24 07:55:13,785 - mmaction - INFO - Epoch [17][2140/3757] lr: 9.904e-02, eta: 8 days, 15:49:02, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2461, top5_acc: 0.4977, loss_cls: 3.4878, loss: 3.4878, grad_norm: 2.0026 2020-07-24 07:55:29,563 - mmaction - INFO - Epoch [17][2160/3757] lr: 9.904e-02, eta: 8 days, 15:48:33, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2562, top5_acc: 0.4977, loss_cls: 3.5112, loss: 3.5112, grad_norm: 2.0416 2020-07-24 07:55:45,341 - mmaction - INFO - Epoch [17][2180/3757] lr: 9.904e-02, eta: 8 days, 15:48:04, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5422, loss_cls: 3.2948, loss: 3.2948, grad_norm: 1.9958 2020-07-24 07:56:01,076 - mmaction - INFO - Epoch [17][2200/3757] lr: 9.904e-02, eta: 8 days, 15:47:34, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5219, loss_cls: 3.3812, loss: 3.3812, grad_norm: 2.0858 2020-07-24 07:56:16,829 - mmaction - INFO - Epoch [17][2220/3757] lr: 9.904e-02, eta: 8 days, 15:47:05, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2594, top5_acc: 0.5172, loss_cls: 3.4931, loss: 3.4931, grad_norm: 2.0466 2020-07-24 07:56:32,611 - mmaction - INFO - Epoch [17][2240/3757] lr: 9.904e-02, eta: 8 days, 15:46:36, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5148, loss_cls: 3.4142, loss: 3.4142, grad_norm: 1.9791 2020-07-24 07:56:48,376 - mmaction - INFO - Epoch [17][2260/3757] lr: 9.904e-02, eta: 8 days, 15:46:07, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5258, loss_cls: 3.3603, loss: 3.3603, grad_norm: 2.0535 2020-07-24 07:57:04,111 - mmaction - INFO - Epoch [17][2280/3757] lr: 9.904e-02, eta: 8 days, 15:45:37, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2469, top5_acc: 0.5172, loss_cls: 3.4586, loss: 3.4586, grad_norm: 2.0572 2020-07-24 07:57:19,910 - mmaction - INFO - Epoch [17][2300/3757] lr: 9.904e-02, eta: 8 days, 15:45:09, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5109, loss_cls: 3.4304, loss: 3.4304, grad_norm: 2.0345 2020-07-24 07:57:35,657 - mmaction - INFO - Epoch [17][2320/3757] lr: 9.904e-02, eta: 8 days, 15:44:39, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2414, top5_acc: 0.4859, loss_cls: 3.5276, loss: 3.5276, grad_norm: 1.9865 2020-07-24 07:57:51,443 - mmaction - INFO - Epoch [17][2340/3757] lr: 9.904e-02, eta: 8 days, 15:44:11, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2992, top5_acc: 0.5547, loss_cls: 3.2559, loss: 3.2559, grad_norm: 1.9389 2020-07-24 07:58:07,177 - mmaction - INFO - Epoch [17][2360/3757] lr: 9.904e-02, eta: 8 days, 15:43:41, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5445, loss_cls: 3.2769, loss: 3.2769, grad_norm: 1.9853 2020-07-24 07:58:22,965 - mmaction - INFO - Epoch [17][2380/3757] lr: 9.904e-02, eta: 8 days, 15:43:12, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5180, loss_cls: 3.3661, loss: 3.3661, grad_norm: 2.0091 2020-07-24 07:58:38,730 - mmaction - INFO - Epoch [17][2400/3757] lr: 9.904e-02, eta: 8 days, 15:42:43, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5391, loss_cls: 3.3371, loss: 3.3371, grad_norm: 2.0448 2020-07-24 07:58:54,512 - mmaction - INFO - Epoch [17][2420/3757] lr: 9.904e-02, eta: 8 days, 15:42:14, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2453, top5_acc: 0.5141, loss_cls: 3.4429, loss: 3.4429, grad_norm: 2.1015 2020-07-24 07:59:10,306 - mmaction - INFO - Epoch [17][2440/3757] lr: 9.904e-02, eta: 8 days, 15:41:46, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2609, top5_acc: 0.5055, loss_cls: 3.4885, loss: 3.4885, grad_norm: 2.0307 2020-07-24 07:59:26,116 - mmaction - INFO - Epoch [17][2460/3757] lr: 9.904e-02, eta: 8 days, 15:41:17, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5227, loss_cls: 3.3246, loss: 3.3246, grad_norm: 1.9970 2020-07-24 07:59:41,913 - mmaction - INFO - Epoch [17][2480/3757] lr: 9.904e-02, eta: 8 days, 15:40:49, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5195, loss_cls: 3.3966, loss: 3.3966, grad_norm: 2.0638 2020-07-24 07:59:57,715 - mmaction - INFO - Epoch [17][2500/3757] lr: 9.904e-02, eta: 8 days, 15:40:20, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5211, loss_cls: 3.3865, loss: 3.3865, grad_norm: 1.9802 2020-07-24 08:00:19,199 - mmaction - INFO - Epoch [17][2520/3757] lr: 9.904e-02, eta: 8 days, 15:41:13, time: 1.071, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5320, loss_cls: 3.3126, loss: 3.3126, grad_norm: 2.0005 2020-07-24 08:00:34,982 - mmaction - INFO - Epoch [17][2540/3757] lr: 9.904e-02, eta: 8 days, 15:40:44, time: 0.791, data_time: 0.006, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5117, loss_cls: 3.4516, loss: 3.4516, grad_norm: 2.0202 2020-07-24 08:00:50,812 - mmaction - INFO - Epoch [17][2560/3757] lr: 9.904e-02, eta: 8 days, 15:40:16, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5273, loss_cls: 3.3905, loss: 3.3905, grad_norm: 1.9894 2020-07-24 08:01:06,645 - mmaction - INFO - Epoch [17][2580/3757] lr: 9.904e-02, eta: 8 days, 15:39:48, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5055, loss_cls: 3.4318, loss: 3.4318, grad_norm: 2.0021 2020-07-24 08:01:22,425 - mmaction - INFO - Epoch [17][2600/3757] lr: 9.904e-02, eta: 8 days, 15:39:19, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5062, loss_cls: 3.4607, loss: 3.4607, grad_norm: 2.0321 2020-07-24 08:01:38,163 - mmaction - INFO - Epoch [17][2620/3757] lr: 9.904e-02, eta: 8 days, 15:38:50, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5133, loss_cls: 3.4366, loss: 3.4366, grad_norm: 1.9931 2020-07-24 08:01:53,952 - mmaction - INFO - Epoch [17][2640/3757] lr: 9.904e-02, eta: 8 days, 15:38:21, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5203, loss_cls: 3.3671, loss: 3.3671, grad_norm: 1.9665 2020-07-24 08:02:09,681 - mmaction - INFO - Epoch [17][2660/3757] lr: 9.904e-02, eta: 8 days, 15:37:52, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5352, loss_cls: 3.3385, loss: 3.3385, grad_norm: 2.0055 2020-07-24 08:02:25,439 - mmaction - INFO - Epoch [17][2680/3757] lr: 9.904e-02, eta: 8 days, 15:37:23, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5422, loss_cls: 3.3214, loss: 3.3214, grad_norm: 2.0714 2020-07-24 08:02:41,249 - mmaction - INFO - Epoch [17][2700/3757] lr: 9.904e-02, eta: 8 days, 15:36:55, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5320, loss_cls: 3.4142, loss: 3.4142, grad_norm: 2.0283 2020-07-24 08:02:56,997 - mmaction - INFO - Epoch [17][2720/3757] lr: 9.904e-02, eta: 8 days, 15:36:25, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5250, loss_cls: 3.3663, loss: 3.3663, grad_norm: 2.0001 2020-07-24 08:03:12,761 - mmaction - INFO - Epoch [17][2740/3757] lr: 9.904e-02, eta: 8 days, 15:35:56, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5375, loss_cls: 3.3141, loss: 3.3141, grad_norm: 1.9847 2020-07-24 08:03:28,533 - mmaction - INFO - Epoch [17][2760/3757] lr: 9.904e-02, eta: 8 days, 15:35:27, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5164, loss_cls: 3.3542, loss: 3.3542, grad_norm: 2.0634 2020-07-24 08:03:44,304 - mmaction - INFO - Epoch [17][2780/3757] lr: 9.904e-02, eta: 8 days, 15:34:58, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5203, loss_cls: 3.3903, loss: 3.3903, grad_norm: 2.0453 2020-07-24 08:04:00,112 - mmaction - INFO - Epoch [17][2800/3757] lr: 9.904e-02, eta: 8 days, 15:34:30, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5102, loss_cls: 3.4249, loss: 3.4249, grad_norm: 2.0710 2020-07-24 08:04:15,922 - mmaction - INFO - Epoch [17][2820/3757] lr: 9.904e-02, eta: 8 days, 15:34:02, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5359, loss_cls: 3.3503, loss: 3.3503, grad_norm: 1.9981 2020-07-24 08:04:31,696 - mmaction - INFO - Epoch [17][2840/3757] lr: 9.904e-02, eta: 8 days, 15:33:33, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5437, loss_cls: 3.3216, loss: 3.3216, grad_norm: 1.9686 2020-07-24 08:04:47,489 - mmaction - INFO - Epoch [17][2860/3757] lr: 9.904e-02, eta: 8 days, 15:33:05, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5227, loss_cls: 3.4095, loss: 3.4095, grad_norm: 1.9848 2020-07-24 08:05:03,321 - mmaction - INFO - Epoch [17][2880/3757] lr: 9.904e-02, eta: 8 days, 15:32:36, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.4938, loss_cls: 3.5260, loss: 3.5260, grad_norm: 1.9807 2020-07-24 08:05:19,000 - mmaction - INFO - Epoch [17][2900/3757] lr: 9.904e-02, eta: 8 days, 15:32:06, time: 0.784, data_time: 0.002, memory: 6201, top1_acc: 0.2516, top5_acc: 0.5117, loss_cls: 3.4451, loss: 3.4451, grad_norm: 1.9422 2020-07-24 08:05:34,773 - mmaction - INFO - Epoch [17][2920/3757] lr: 9.904e-02, eta: 8 days, 15:31:37, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5289, loss_cls: 3.3596, loss: 3.3596, grad_norm: 2.0336 2020-07-24 08:05:50,632 - mmaction - INFO - Epoch [17][2940/3757] lr: 9.904e-02, eta: 8 days, 15:31:10, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2578, top5_acc: 0.5031, loss_cls: 3.4637, loss: 3.4637, grad_norm: 2.0500 2020-07-24 08:06:06,421 - mmaction - INFO - Epoch [17][2960/3757] lr: 9.904e-02, eta: 8 days, 15:30:42, time: 0.791, data_time: 0.005, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5180, loss_cls: 3.3933, loss: 3.3933, grad_norm: 1.9552 2020-07-24 08:06:22,236 - mmaction - INFO - Epoch [17][2980/3757] lr: 9.904e-02, eta: 8 days, 15:30:13, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2492, top5_acc: 0.5125, loss_cls: 3.4338, loss: 3.4338, grad_norm: 2.0477 2020-07-24 08:06:37,998 - mmaction - INFO - Epoch [17][3000/3757] lr: 9.904e-02, eta: 8 days, 15:29:45, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5180, loss_cls: 3.3958, loss: 3.3958, grad_norm: 1.9489 2020-07-24 08:06:53,764 - mmaction - INFO - Epoch [17][3020/3757] lr: 9.904e-02, eta: 8 days, 15:29:16, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5344, loss_cls: 3.3144, loss: 3.3144, grad_norm: 2.0155 2020-07-24 08:07:09,569 - mmaction - INFO - Epoch [17][3040/3757] lr: 9.904e-02, eta: 8 days, 15:28:47, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5102, loss_cls: 3.4268, loss: 3.4268, grad_norm: 2.0026 2020-07-24 08:07:25,442 - mmaction - INFO - Epoch [17][3060/3757] lr: 9.904e-02, eta: 8 days, 15:28:20, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5258, loss_cls: 3.3999, loss: 3.3999, grad_norm: 2.0054 2020-07-24 08:07:41,195 - mmaction - INFO - Epoch [17][3080/3757] lr: 9.904e-02, eta: 8 days, 15:27:51, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5195, loss_cls: 3.4255, loss: 3.4255, grad_norm: 2.0489 2020-07-24 08:07:56,969 - mmaction - INFO - Epoch [17][3100/3757] lr: 9.904e-02, eta: 8 days, 15:27:22, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.4906, loss_cls: 3.5242, loss: 3.5242, grad_norm: 2.0121 2020-07-24 08:08:12,741 - mmaction - INFO - Epoch [17][3120/3757] lr: 9.904e-02, eta: 8 days, 15:26:54, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.4094, loss: 3.4094, grad_norm: 1.9723 2020-07-24 08:08:28,584 - mmaction - INFO - Epoch [17][3140/3757] lr: 9.904e-02, eta: 8 days, 15:26:26, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2539, top5_acc: 0.5141, loss_cls: 3.4311, loss: 3.4311, grad_norm: 2.0259 2020-07-24 08:08:44,368 - mmaction - INFO - Epoch [17][3160/3757] lr: 9.904e-02, eta: 8 days, 15:25:58, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5328, loss_cls: 3.4045, loss: 3.4045, grad_norm: 2.0310 2020-07-24 08:09:00,122 - mmaction - INFO - Epoch [17][3180/3757] lr: 9.904e-02, eta: 8 days, 15:25:29, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2578, top5_acc: 0.5086, loss_cls: 3.4521, loss: 3.4521, grad_norm: 2.0099 2020-07-24 08:09:15,990 - mmaction - INFO - Epoch [17][3200/3757] lr: 9.904e-02, eta: 8 days, 15:25:01, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5070, loss_cls: 3.4383, loss: 3.4383, grad_norm: 1.9789 2020-07-24 08:09:31,797 - mmaction - INFO - Epoch [17][3220/3757] lr: 9.904e-02, eta: 8 days, 15:24:33, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5242, loss_cls: 3.3929, loss: 3.3929, grad_norm: 2.0049 2020-07-24 08:09:47,616 - mmaction - INFO - Epoch [17][3240/3757] lr: 9.904e-02, eta: 8 days, 15:24:05, time: 0.791, data_time: 0.002, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5172, loss_cls: 3.4384, loss: 3.4384, grad_norm: 1.9950 2020-07-24 08:10:03,452 - mmaction - INFO - Epoch [17][3260/3757] lr: 9.904e-02, eta: 8 days, 15:23:37, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5422, loss_cls: 3.3803, loss: 3.3803, grad_norm: 2.0016 2020-07-24 08:10:19,198 - mmaction - INFO - Epoch [17][3280/3757] lr: 9.904e-02, eta: 8 days, 15:23:08, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5383, loss_cls: 3.3134, loss: 3.3134, grad_norm: 2.0257 2020-07-24 08:10:35,004 - mmaction - INFO - Epoch [17][3300/3757] lr: 9.904e-02, eta: 8 days, 15:22:40, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5078, loss_cls: 3.4572, loss: 3.4572, grad_norm: 1.9803 2020-07-24 08:10:50,811 - mmaction - INFO - Epoch [17][3320/3757] lr: 9.904e-02, eta: 8 days, 15:22:12, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5383, loss_cls: 3.3305, loss: 3.3305, grad_norm: 2.0103 2020-07-24 08:11:06,595 - mmaction - INFO - Epoch [17][3340/3757] lr: 9.904e-02, eta: 8 days, 15:21:44, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3133, top5_acc: 0.5570, loss_cls: 3.2757, loss: 3.2757, grad_norm: 2.0450 2020-07-24 08:11:22,375 - mmaction - INFO - Epoch [17][3360/3757] lr: 9.904e-02, eta: 8 days, 15:21:15, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5211, loss_cls: 3.4050, loss: 3.4050, grad_norm: 2.0548 2020-07-24 08:11:38,164 - mmaction - INFO - Epoch [17][3380/3757] lr: 9.904e-02, eta: 8 days, 15:20:46, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5352, loss_cls: 3.3653, loss: 3.3653, grad_norm: 1.9678 2020-07-24 08:11:53,942 - mmaction - INFO - Epoch [17][3400/3757] lr: 9.904e-02, eta: 8 days, 15:20:18, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2609, top5_acc: 0.4953, loss_cls: 3.5310, loss: 3.5310, grad_norm: 2.0959 2020-07-24 08:12:09,693 - mmaction - INFO - Epoch [17][3420/3757] lr: 9.904e-02, eta: 8 days, 15:19:49, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5266, loss_cls: 3.3093, loss: 3.3093, grad_norm: 2.0560 2020-07-24 08:12:25,505 - mmaction - INFO - Epoch [17][3440/3757] lr: 9.904e-02, eta: 8 days, 15:19:21, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5250, loss_cls: 3.3784, loss: 3.3784, grad_norm: 2.0423 2020-07-24 08:12:41,300 - mmaction - INFO - Epoch [17][3460/3757] lr: 9.904e-02, eta: 8 days, 15:18:53, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2539, top5_acc: 0.4898, loss_cls: 3.5432, loss: 3.5432, grad_norm: 2.0178 2020-07-24 08:12:57,124 - mmaction - INFO - Epoch [17][3480/3757] lr: 9.904e-02, eta: 8 days, 15:18:25, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5383, loss_cls: 3.3399, loss: 3.3399, grad_norm: 1.9862 2020-07-24 08:13:12,930 - mmaction - INFO - Epoch [17][3500/3757] lr: 9.904e-02, eta: 8 days, 15:17:57, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5391, loss_cls: 3.3656, loss: 3.3656, grad_norm: 1.9800 2020-07-24 08:13:28,700 - mmaction - INFO - Epoch [17][3520/3757] lr: 9.904e-02, eta: 8 days, 15:17:28, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.3589, loss: 3.3589, grad_norm: 1.9703 2020-07-24 08:13:44,496 - mmaction - INFO - Epoch [17][3540/3757] lr: 9.904e-02, eta: 8 days, 15:17:00, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.5070, loss_cls: 3.5107, loss: 3.5107, grad_norm: 2.0241 2020-07-24 08:14:00,309 - mmaction - INFO - Epoch [17][3560/3757] lr: 9.904e-02, eta: 8 days, 15:16:32, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5156, loss_cls: 3.4535, loss: 3.4535, grad_norm: 2.0435 2020-07-24 08:14:16,091 - mmaction - INFO - Epoch [17][3580/3757] lr: 9.904e-02, eta: 8 days, 15:16:04, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5172, loss_cls: 3.4455, loss: 3.4455, grad_norm: 2.0220 2020-07-24 08:14:31,877 - mmaction - INFO - Epoch [17][3600/3757] lr: 9.904e-02, eta: 8 days, 15:15:36, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5180, loss_cls: 3.3972, loss: 3.3972, grad_norm: 1.9577 2020-07-24 08:14:47,674 - mmaction - INFO - Epoch [17][3620/3757] lr: 9.904e-02, eta: 8 days, 15:15:07, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5266, loss_cls: 3.3751, loss: 3.3751, grad_norm: 1.9511 2020-07-24 08:15:03,543 - mmaction - INFO - Epoch [17][3640/3757] lr: 9.904e-02, eta: 8 days, 15:14:40, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.3070, top5_acc: 0.5531, loss_cls: 3.2402, loss: 3.2402, grad_norm: 2.0348 2020-07-24 08:15:19,208 - mmaction - INFO - Epoch [17][3660/3757] lr: 9.904e-02, eta: 8 days, 15:14:10, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5016, loss_cls: 3.4667, loss: 3.4667, grad_norm: 2.0517 2020-07-24 08:15:34,992 - mmaction - INFO - Epoch [17][3680/3757] lr: 9.904e-02, eta: 8 days, 15:13:42, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.3008, top5_acc: 0.5492, loss_cls: 3.3043, loss: 3.3043, grad_norm: 2.0030 2020-07-24 08:15:50,781 - mmaction - INFO - Epoch [17][3700/3757] lr: 9.904e-02, eta: 8 days, 15:13:13, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5242, loss_cls: 3.3428, loss: 3.3428, grad_norm: 1.9883 2020-07-24 08:16:06,578 - mmaction - INFO - Epoch [17][3720/3757] lr: 9.904e-02, eta: 8 days, 15:12:46, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5188, loss_cls: 3.3750, loss: 3.3750, grad_norm: 2.0385 2020-07-24 08:16:22,313 - mmaction - INFO - Epoch [17][3740/3757] lr: 9.904e-02, eta: 8 days, 15:12:17, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5547, loss_cls: 3.2946, loss: 3.2946, grad_norm: 2.0353 2020-07-24 08:19:38,328 - mmaction - INFO - Epoch [18][20/3757] lr: 9.892e-02, eta: 8 days, 15:45:48, time: 8.802, data_time: 7.909, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5320, loss_cls: 3.3688, loss: 3.3688, grad_norm: 1.9983 2020-07-24 08:19:54,094 - mmaction - INFO - Epoch [18][40/3757] lr: 9.892e-02, eta: 8 days, 15:45:19, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5523, loss_cls: 3.3421, loss: 3.3421, grad_norm: 2.0391 2020-07-24 08:20:09,802 - mmaction - INFO - Epoch [18][60/3757] lr: 9.892e-02, eta: 8 days, 15:44:49, time: 0.785, data_time: 0.002, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5289, loss_cls: 3.3827, loss: 3.3827, grad_norm: 2.0344 2020-07-24 08:20:25,630 - mmaction - INFO - Epoch [18][80/3757] lr: 9.892e-02, eta: 8 days, 15:44:20, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2531, top5_acc: 0.5172, loss_cls: 3.4466, loss: 3.4466, grad_norm: 2.0407 2020-07-24 08:20:41,488 - mmaction - INFO - Epoch [18][100/3757] lr: 9.892e-02, eta: 8 days, 15:43:52, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5469, loss_cls: 3.3039, loss: 3.3039, grad_norm: 1.9926 2020-07-24 08:20:57,335 - mmaction - INFO - Epoch [18][120/3757] lr: 9.892e-02, eta: 8 days, 15:43:24, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5180, loss_cls: 3.4417, loss: 3.4417, grad_norm: 2.0784 2020-07-24 08:21:13,095 - mmaction - INFO - Epoch [18][140/3757] lr: 9.892e-02, eta: 8 days, 15:42:55, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5359, loss_cls: 3.3195, loss: 3.3195, grad_norm: 1.9962 2020-07-24 08:21:28,876 - mmaction - INFO - Epoch [18][160/3757] lr: 9.892e-02, eta: 8 days, 15:42:26, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5164, loss_cls: 3.3671, loss: 3.3671, grad_norm: 2.0170 2020-07-24 08:21:44,646 - mmaction - INFO - Epoch [18][180/3757] lr: 9.892e-02, eta: 8 days, 15:41:57, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5391, loss_cls: 3.3115, loss: 3.3115, grad_norm: 2.0583 2020-07-24 08:22:00,407 - mmaction - INFO - Epoch [18][200/3757] lr: 9.892e-02, eta: 8 days, 15:41:28, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5195, loss_cls: 3.3726, loss: 3.3726, grad_norm: 2.1107 2020-07-24 08:22:16,220 - mmaction - INFO - Epoch [18][220/3757] lr: 9.892e-02, eta: 8 days, 15:40:59, time: 0.790, data_time: 0.001, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5422, loss_cls: 3.3196, loss: 3.3196, grad_norm: 2.0155 2020-07-24 08:22:31,985 - mmaction - INFO - Epoch [18][240/3757] lr: 9.892e-02, eta: 8 days, 15:40:30, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5188, loss_cls: 3.3977, loss: 3.3977, grad_norm: 2.0163 2020-07-24 08:22:47,750 - mmaction - INFO - Epoch [18][260/3757] lr: 9.892e-02, eta: 8 days, 15:40:01, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5078, loss_cls: 3.4292, loss: 3.4292, grad_norm: 2.0331 2020-07-24 08:23:03,505 - mmaction - INFO - Epoch [18][280/3757] lr: 9.892e-02, eta: 8 days, 15:39:32, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2992, top5_acc: 0.5469, loss_cls: 3.2408, loss: 3.2408, grad_norm: 2.0151 2020-07-24 08:23:19,255 - mmaction - INFO - Epoch [18][300/3757] lr: 9.892e-02, eta: 8 days, 15:39:02, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5453, loss_cls: 3.3040, loss: 3.3040, grad_norm: 2.0632 2020-07-24 08:23:35,072 - mmaction - INFO - Epoch [18][320/3757] lr: 9.892e-02, eta: 8 days, 15:38:34, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5211, loss_cls: 3.3903, loss: 3.3903, grad_norm: 2.0733 2020-07-24 08:23:50,805 - mmaction - INFO - Epoch [18][340/3757] lr: 9.892e-02, eta: 8 days, 15:38:05, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5164, loss_cls: 3.4336, loss: 3.4336, grad_norm: 1.9921 2020-07-24 08:24:06,541 - mmaction - INFO - Epoch [18][360/3757] lr: 9.892e-02, eta: 8 days, 15:37:35, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5344, loss_cls: 3.3522, loss: 3.3522, grad_norm: 1.9392 2020-07-24 08:24:22,330 - mmaction - INFO - Epoch [18][380/3757] lr: 9.892e-02, eta: 8 days, 15:37:06, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2547, top5_acc: 0.5266, loss_cls: 3.4243, loss: 3.4243, grad_norm: 2.0165 2020-07-24 08:24:38,102 - mmaction - INFO - Epoch [18][400/3757] lr: 9.892e-02, eta: 8 days, 15:36:37, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5281, loss_cls: 3.3655, loss: 3.3655, grad_norm: 2.0160 2020-07-24 08:24:53,915 - mmaction - INFO - Epoch [18][420/3757] lr: 9.892e-02, eta: 8 days, 15:36:09, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5180, loss_cls: 3.3420, loss: 3.3420, grad_norm: 2.0415 2020-07-24 08:25:09,645 - mmaction - INFO - Epoch [18][440/3757] lr: 9.892e-02, eta: 8 days, 15:35:39, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2570, top5_acc: 0.5133, loss_cls: 3.4086, loss: 3.4086, grad_norm: 2.0978 2020-07-24 08:25:25,445 - mmaction - INFO - Epoch [18][460/3757] lr: 9.892e-02, eta: 8 days, 15:35:11, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5320, loss_cls: 3.3392, loss: 3.3392, grad_norm: 2.0631 2020-07-24 08:25:41,198 - mmaction - INFO - Epoch [18][480/3757] lr: 9.892e-02, eta: 8 days, 15:34:42, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5289, loss_cls: 3.3768, loss: 3.3768, grad_norm: 2.0108 2020-07-24 08:25:56,929 - mmaction - INFO - Epoch [18][500/3757] lr: 9.892e-02, eta: 8 days, 15:34:12, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5625, loss_cls: 3.2481, loss: 3.2481, grad_norm: 2.0895 2020-07-24 08:26:12,698 - mmaction - INFO - Epoch [18][520/3757] lr: 9.892e-02, eta: 8 days, 15:33:43, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2492, top5_acc: 0.5047, loss_cls: 3.4611, loss: 3.4611, grad_norm: 2.0714 2020-07-24 08:26:28,462 - mmaction - INFO - Epoch [18][540/3757] lr: 9.892e-02, eta: 8 days, 15:33:14, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3055, top5_acc: 0.5422, loss_cls: 3.2227, loss: 3.2227, grad_norm: 1.9647 2020-07-24 08:26:44,239 - mmaction - INFO - Epoch [18][560/3757] lr: 9.892e-02, eta: 8 days, 15:32:45, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5266, loss_cls: 3.3288, loss: 3.3288, grad_norm: 1.9778 2020-07-24 08:27:00,045 - mmaction - INFO - Epoch [18][580/3757] lr: 9.892e-02, eta: 8 days, 15:32:17, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5320, loss_cls: 3.3163, loss: 3.3163, grad_norm: 2.0691 2020-07-24 08:27:15,825 - mmaction - INFO - Epoch [18][600/3757] lr: 9.892e-02, eta: 8 days, 15:31:48, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5414, loss_cls: 3.3302, loss: 3.3302, grad_norm: 2.0775 2020-07-24 08:27:31,648 - mmaction - INFO - Epoch [18][620/3757] lr: 9.892e-02, eta: 8 days, 15:31:20, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5219, loss_cls: 3.4208, loss: 3.4208, grad_norm: 2.0712 2020-07-24 08:27:47,472 - mmaction - INFO - Epoch [18][640/3757] lr: 9.892e-02, eta: 8 days, 15:30:51, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5437, loss_cls: 3.3576, loss: 3.3576, grad_norm: 2.0531 2020-07-24 08:28:03,237 - mmaction - INFO - Epoch [18][660/3757] lr: 9.892e-02, eta: 8 days, 15:30:23, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5367, loss_cls: 3.3414, loss: 3.3414, grad_norm: 2.0439 2020-07-24 08:28:19,028 - mmaction - INFO - Epoch [18][680/3757] lr: 9.892e-02, eta: 8 days, 15:29:54, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5164, loss_cls: 3.4107, loss: 3.4107, grad_norm: 2.0431 2020-07-24 08:28:34,844 - mmaction - INFO - Epoch [18][700/3757] lr: 9.892e-02, eta: 8 days, 15:29:26, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5352, loss_cls: 3.3355, loss: 3.3355, grad_norm: 1.9818 2020-07-24 08:28:50,619 - mmaction - INFO - Epoch [18][720/3757] lr: 9.892e-02, eta: 8 days, 15:28:57, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5281, loss_cls: 3.3568, loss: 3.3568, grad_norm: 2.0276 2020-07-24 08:29:06,414 - mmaction - INFO - Epoch [18][740/3757] lr: 9.892e-02, eta: 8 days, 15:28:28, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5281, loss_cls: 3.4109, loss: 3.4109, grad_norm: 2.0710 2020-07-24 08:29:22,277 - mmaction - INFO - Epoch [18][760/3757] lr: 9.892e-02, eta: 8 days, 15:28:01, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5242, loss_cls: 3.3808, loss: 3.3808, grad_norm: 2.0483 2020-07-24 08:29:37,982 - mmaction - INFO - Epoch [18][780/3757] lr: 9.892e-02, eta: 8 days, 15:27:31, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5336, loss_cls: 3.3308, loss: 3.3308, grad_norm: 2.0777 2020-07-24 08:29:53,867 - mmaction - INFO - Epoch [18][800/3757] lr: 9.892e-02, eta: 8 days, 15:27:04, time: 0.795, data_time: 0.004, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5367, loss_cls: 3.3007, loss: 3.3007, grad_norm: 2.0349 2020-07-24 08:30:09,653 - mmaction - INFO - Epoch [18][820/3757] lr: 9.892e-02, eta: 8 days, 15:26:35, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5102, loss_cls: 3.4420, loss: 3.4420, grad_norm: 2.0668 2020-07-24 08:30:25,379 - mmaction - INFO - Epoch [18][840/3757] lr: 9.892e-02, eta: 8 days, 15:26:06, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5266, loss_cls: 3.3675, loss: 3.3675, grad_norm: 2.0569 2020-07-24 08:30:41,144 - mmaction - INFO - Epoch [18][860/3757] lr: 9.892e-02, eta: 8 days, 15:25:37, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5273, loss_cls: 3.3409, loss: 3.3409, grad_norm: 2.0039 2020-07-24 08:30:56,964 - mmaction - INFO - Epoch [18][880/3757] lr: 9.892e-02, eta: 8 days, 15:25:09, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5250, loss_cls: 3.3178, loss: 3.3178, grad_norm: 1.9890 2020-07-24 08:31:12,736 - mmaction - INFO - Epoch [18][900/3757] lr: 9.892e-02, eta: 8 days, 15:24:40, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5398, loss_cls: 3.3348, loss: 3.3348, grad_norm: 2.0063 2020-07-24 08:31:28,471 - mmaction - INFO - Epoch [18][920/3757] lr: 9.892e-02, eta: 8 days, 15:24:10, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5180, loss_cls: 3.3692, loss: 3.3692, grad_norm: 2.0164 2020-07-24 08:31:44,224 - mmaction - INFO - Epoch [18][940/3757] lr: 9.892e-02, eta: 8 days, 15:23:42, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5188, loss_cls: 3.3714, loss: 3.3714, grad_norm: 2.0799 2020-07-24 08:31:59,954 - mmaction - INFO - Epoch [18][960/3757] lr: 9.892e-02, eta: 8 days, 15:23:12, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5125, loss_cls: 3.4356, loss: 3.4356, grad_norm: 2.0600 2020-07-24 08:32:15,766 - mmaction - INFO - Epoch [18][980/3757] lr: 9.892e-02, eta: 8 days, 15:22:44, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5430, loss_cls: 3.3200, loss: 3.3200, grad_norm: 2.0154 2020-07-24 08:32:31,525 - mmaction - INFO - Epoch [18][1000/3757] lr: 9.892e-02, eta: 8 days, 15:22:15, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5266, loss_cls: 3.3714, loss: 3.3714, grad_norm: 2.0997 2020-07-24 08:32:47,317 - mmaction - INFO - Epoch [18][1020/3757] lr: 9.892e-02, eta: 8 days, 15:21:47, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5203, loss_cls: 3.3157, loss: 3.3157, grad_norm: 2.0304 2020-07-24 08:33:03,189 - mmaction - INFO - Epoch [18][1040/3757] lr: 9.892e-02, eta: 8 days, 15:21:19, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2562, top5_acc: 0.4922, loss_cls: 3.4884, loss: 3.4884, grad_norm: 2.0453 2020-07-24 08:33:19,053 - mmaction - INFO - Epoch [18][1060/3757] lr: 9.892e-02, eta: 8 days, 15:20:52, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5148, loss_cls: 3.4027, loss: 3.4027, grad_norm: 2.0060 2020-07-24 08:33:34,847 - mmaction - INFO - Epoch [18][1080/3757] lr: 9.892e-02, eta: 8 days, 15:20:23, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5492, loss_cls: 3.3101, loss: 3.3101, grad_norm: 2.0412 2020-07-24 08:33:50,577 - mmaction - INFO - Epoch [18][1100/3757] lr: 9.892e-02, eta: 8 days, 15:19:54, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5344, loss_cls: 3.3533, loss: 3.3533, grad_norm: 2.1151 2020-07-24 08:34:06,323 - mmaction - INFO - Epoch [18][1120/3757] lr: 9.892e-02, eta: 8 days, 15:19:25, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.4334, loss: 3.4334, grad_norm: 1.9545 2020-07-24 08:34:22,113 - mmaction - INFO - Epoch [18][1140/3757] lr: 9.892e-02, eta: 8 days, 15:18:57, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5219, loss_cls: 3.4380, loss: 3.4380, grad_norm: 2.0119 2020-07-24 08:34:37,852 - mmaction - INFO - Epoch [18][1160/3757] lr: 9.892e-02, eta: 8 days, 15:18:27, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5195, loss_cls: 3.3841, loss: 3.3841, grad_norm: 2.0750 2020-07-24 08:34:53,591 - mmaction - INFO - Epoch [18][1180/3757] lr: 9.892e-02, eta: 8 days, 15:17:58, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5164, loss_cls: 3.4470, loss: 3.4470, grad_norm: 1.9835 2020-07-24 08:35:09,394 - mmaction - INFO - Epoch [18][1200/3757] lr: 9.892e-02, eta: 8 days, 15:17:30, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5625, loss_cls: 3.2545, loss: 3.2545, grad_norm: 1.9796 2020-07-24 08:35:25,223 - mmaction - INFO - Epoch [18][1220/3757] lr: 9.892e-02, eta: 8 days, 15:17:02, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5289, loss_cls: 3.3675, loss: 3.3675, grad_norm: 2.0434 2020-07-24 08:35:40,984 - mmaction - INFO - Epoch [18][1240/3757] lr: 9.892e-02, eta: 8 days, 15:16:33, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5164, loss_cls: 3.4079, loss: 3.4079, grad_norm: 2.0380 2020-07-24 08:35:56,826 - mmaction - INFO - Epoch [18][1260/3757] lr: 9.892e-02, eta: 8 days, 15:16:06, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2594, top5_acc: 0.5227, loss_cls: 3.4177, loss: 3.4177, grad_norm: 2.0417 2020-07-24 08:36:12,599 - mmaction - INFO - Epoch [18][1280/3757] lr: 9.892e-02, eta: 8 days, 15:15:37, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2945, top5_acc: 0.5555, loss_cls: 3.3140, loss: 3.3140, grad_norm: 1.9818 2020-07-24 08:36:28,432 - mmaction - INFO - Epoch [18][1300/3757] lr: 9.892e-02, eta: 8 days, 15:15:09, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5094, loss_cls: 3.4449, loss: 3.4449, grad_norm: 2.0363 2020-07-24 08:36:44,250 - mmaction - INFO - Epoch [18][1320/3757] lr: 9.892e-02, eta: 8 days, 15:14:41, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2453, top5_acc: 0.5164, loss_cls: 3.4233, loss: 3.4233, grad_norm: 2.0802 2020-07-24 08:36:59,997 - mmaction - INFO - Epoch [18][1340/3757] lr: 9.892e-02, eta: 8 days, 15:14:12, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5258, loss_cls: 3.3956, loss: 3.3956, grad_norm: 2.0015 2020-07-24 08:37:15,829 - mmaction - INFO - Epoch [18][1360/3757] lr: 9.892e-02, eta: 8 days, 15:13:44, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5219, loss_cls: 3.3812, loss: 3.3812, grad_norm: 2.0098 2020-07-24 08:37:31,627 - mmaction - INFO - Epoch [18][1380/3757] lr: 9.892e-02, eta: 8 days, 15:13:16, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5156, loss_cls: 3.3736, loss: 3.3736, grad_norm: 2.0542 2020-07-24 08:37:47,404 - mmaction - INFO - Epoch [18][1400/3757] lr: 9.892e-02, eta: 8 days, 15:12:47, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5523, loss_cls: 3.3285, loss: 3.3285, grad_norm: 2.0307 2020-07-24 08:38:03,212 - mmaction - INFO - Epoch [18][1420/3757] lr: 9.892e-02, eta: 8 days, 15:12:20, time: 0.792, data_time: 0.005, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5383, loss_cls: 3.3310, loss: 3.3310, grad_norm: 2.0588 2020-07-24 08:38:19,012 - mmaction - INFO - Epoch [18][1440/3757] lr: 9.892e-02, eta: 8 days, 15:11:51, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5258, loss_cls: 3.3867, loss: 3.3867, grad_norm: 2.0736 2020-07-24 08:38:34,833 - mmaction - INFO - Epoch [18][1460/3757] lr: 9.892e-02, eta: 8 days, 15:11:24, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5312, loss_cls: 3.3597, loss: 3.3597, grad_norm: 2.0299 2020-07-24 08:38:51,040 - mmaction - INFO - Epoch [18][1480/3757] lr: 9.892e-02, eta: 8 days, 15:11:01, time: 0.810, data_time: 0.002, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5266, loss_cls: 3.3780, loss: 3.3780, grad_norm: 1.9987 2020-07-24 08:39:06,854 - mmaction - INFO - Epoch [18][1500/3757] lr: 9.892e-02, eta: 8 days, 15:10:33, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5555, loss_cls: 3.2574, loss: 3.2574, grad_norm: 2.0068 2020-07-24 08:39:23,068 - mmaction - INFO - Epoch [18][1520/3757] lr: 9.892e-02, eta: 8 days, 15:10:11, time: 0.811, data_time: 0.003, memory: 6201, top1_acc: 0.2578, top5_acc: 0.5195, loss_cls: 3.4076, loss: 3.4076, grad_norm: 2.0178 2020-07-24 08:39:38,894 - mmaction - INFO - Epoch [18][1540/3757] lr: 9.892e-02, eta: 8 days, 15:09:43, time: 0.791, data_time: 0.002, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5242, loss_cls: 3.3501, loss: 3.3501, grad_norm: 2.0815 2020-07-24 08:39:54,625 - mmaction - INFO - Epoch [18][1560/3757] lr: 9.892e-02, eta: 8 days, 15:09:14, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.5148, loss_cls: 3.4822, loss: 3.4822, grad_norm: 2.0311 2020-07-24 08:40:10,380 - mmaction - INFO - Epoch [18][1580/3757] lr: 9.892e-02, eta: 8 days, 15:08:45, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5375, loss_cls: 3.3432, loss: 3.3432, grad_norm: 1.9635 2020-07-24 08:40:26,151 - mmaction - INFO - Epoch [18][1600/3757] lr: 9.892e-02, eta: 8 days, 15:08:16, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5172, loss_cls: 3.4029, loss: 3.4029, grad_norm: 1.9972 2020-07-24 08:40:41,916 - mmaction - INFO - Epoch [18][1620/3757] lr: 9.892e-02, eta: 8 days, 15:07:48, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5203, loss_cls: 3.3814, loss: 3.3814, grad_norm: 2.0366 2020-07-24 08:40:57,742 - mmaction - INFO - Epoch [18][1640/3757] lr: 9.892e-02, eta: 8 days, 15:07:20, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5188, loss_cls: 3.3791, loss: 3.3791, grad_norm: 2.0081 2020-07-24 08:41:13,485 - mmaction - INFO - Epoch [18][1660/3757] lr: 9.892e-02, eta: 8 days, 15:06:51, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2516, top5_acc: 0.5070, loss_cls: 3.5310, loss: 3.5310, grad_norm: 2.1110 2020-07-24 08:41:29,230 - mmaction - INFO - Epoch [18][1680/3757] lr: 9.892e-02, eta: 8 days, 15:06:22, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5219, loss_cls: 3.4413, loss: 3.4413, grad_norm: 2.0103 2020-07-24 08:41:45,016 - mmaction - INFO - Epoch [18][1700/3757] lr: 9.892e-02, eta: 8 days, 15:05:54, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5398, loss_cls: 3.3439, loss: 3.3439, grad_norm: 2.0291 2020-07-24 08:42:00,896 - mmaction - INFO - Epoch [18][1720/3757] lr: 9.892e-02, eta: 8 days, 15:05:27, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5281, loss_cls: 3.3436, loss: 3.3436, grad_norm: 2.0317 2020-07-24 08:42:16,618 - mmaction - INFO - Epoch [18][1740/3757] lr: 9.892e-02, eta: 8 days, 15:04:58, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5406, loss_cls: 3.3230, loss: 3.3230, grad_norm: 2.0687 2020-07-24 08:42:32,427 - mmaction - INFO - Epoch [18][1760/3757] lr: 9.892e-02, eta: 8 days, 15:04:30, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5148, loss_cls: 3.4250, loss: 3.4250, grad_norm: 2.0776 2020-07-24 08:42:48,173 - mmaction - INFO - Epoch [18][1780/3757] lr: 9.892e-02, eta: 8 days, 15:04:01, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5211, loss_cls: 3.3941, loss: 3.3941, grad_norm: 2.0675 2020-07-24 08:43:04,025 - mmaction - INFO - Epoch [18][1800/3757] lr: 9.892e-02, eta: 8 days, 15:03:34, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5047, loss_cls: 3.5092, loss: 3.5092, grad_norm: 2.0380 2020-07-24 08:43:19,802 - mmaction - INFO - Epoch [18][1820/3757] lr: 9.892e-02, eta: 8 days, 15:03:05, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5164, loss_cls: 3.4266, loss: 3.4266, grad_norm: 1.9868 2020-07-24 08:43:35,525 - mmaction - INFO - Epoch [18][1840/3757] lr: 9.892e-02, eta: 8 days, 15:02:36, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5289, loss_cls: 3.3480, loss: 3.3480, grad_norm: 1.9753 2020-07-24 08:43:51,314 - mmaction - INFO - Epoch [18][1860/3757] lr: 9.892e-02, eta: 8 days, 15:02:08, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.3899, loss: 3.3899, grad_norm: 2.0035 2020-07-24 08:44:07,131 - mmaction - INFO - Epoch [18][1880/3757] lr: 9.892e-02, eta: 8 days, 15:01:40, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5086, loss_cls: 3.3958, loss: 3.3958, grad_norm: 2.0337 2020-07-24 08:44:22,926 - mmaction - INFO - Epoch [18][1900/3757] lr: 9.892e-02, eta: 8 days, 15:01:12, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5094, loss_cls: 3.4190, loss: 3.4190, grad_norm: 2.0180 2020-07-24 08:44:38,698 - mmaction - INFO - Epoch [18][1920/3757] lr: 9.892e-02, eta: 8 days, 15:00:44, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2594, top5_acc: 0.5109, loss_cls: 3.4742, loss: 3.4742, grad_norm: 2.0552 2020-07-24 08:44:54,502 - mmaction - INFO - Epoch [18][1940/3757] lr: 9.892e-02, eta: 8 days, 15:00:16, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2984, top5_acc: 0.5273, loss_cls: 3.3390, loss: 3.3390, grad_norm: 1.9952 2020-07-24 08:45:10,296 - mmaction - INFO - Epoch [18][1960/3757] lr: 9.892e-02, eta: 8 days, 14:59:48, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5234, loss_cls: 3.3233, loss: 3.3233, grad_norm: 1.9869 2020-07-24 08:45:26,160 - mmaction - INFO - Epoch [18][1980/3757] lr: 9.892e-02, eta: 8 days, 14:59:21, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5531, loss_cls: 3.3023, loss: 3.3023, grad_norm: 2.0201 2020-07-24 08:45:41,992 - mmaction - INFO - Epoch [18][2000/3757] lr: 9.892e-02, eta: 8 days, 14:58:53, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5484, loss_cls: 3.2891, loss: 3.2891, grad_norm: 2.0418 2020-07-24 08:45:57,760 - mmaction - INFO - Epoch [18][2020/3757] lr: 9.892e-02, eta: 8 days, 14:58:25, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5273, loss_cls: 3.4023, loss: 3.4023, grad_norm: 2.0622 2020-07-24 08:46:13,499 - mmaction - INFO - Epoch [18][2040/3757] lr: 9.892e-02, eta: 8 days, 14:57:56, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5242, loss_cls: 3.4113, loss: 3.4113, grad_norm: 2.0405 2020-07-24 08:46:29,255 - mmaction - INFO - Epoch [18][2060/3757] lr: 9.892e-02, eta: 8 days, 14:57:27, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5289, loss_cls: 3.3328, loss: 3.3328, grad_norm: 2.0153 2020-07-24 08:46:45,086 - mmaction - INFO - Epoch [18][2080/3757] lr: 9.892e-02, eta: 8 days, 14:57:00, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2578, top5_acc: 0.4836, loss_cls: 3.4718, loss: 3.4718, grad_norm: 2.0655 2020-07-24 08:47:00,862 - mmaction - INFO - Epoch [18][2100/3757] lr: 9.892e-02, eta: 8 days, 14:56:32, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5219, loss_cls: 3.3926, loss: 3.3926, grad_norm: 1.9942 2020-07-24 08:47:16,613 - mmaction - INFO - Epoch [18][2120/3757] lr: 9.892e-02, eta: 8 days, 14:56:03, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5555, loss_cls: 3.3095, loss: 3.3095, grad_norm: 2.0063 2020-07-24 08:47:32,427 - mmaction - INFO - Epoch [18][2140/3757] lr: 9.892e-02, eta: 8 days, 14:55:35, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2570, top5_acc: 0.5195, loss_cls: 3.3706, loss: 3.3706, grad_norm: 2.0906 2020-07-24 08:47:48,194 - mmaction - INFO - Epoch [18][2160/3757] lr: 9.892e-02, eta: 8 days, 14:55:07, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5289, loss_cls: 3.3826, loss: 3.3826, grad_norm: 2.0395 2020-07-24 08:48:03,952 - mmaction - INFO - Epoch [18][2180/3757] lr: 9.892e-02, eta: 8 days, 14:54:38, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3125, top5_acc: 0.5586, loss_cls: 3.1724, loss: 3.1724, grad_norm: 2.0302 2020-07-24 08:48:19,778 - mmaction - INFO - Epoch [18][2200/3757] lr: 9.892e-02, eta: 8 days, 14:54:11, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5086, loss_cls: 3.5110, loss: 3.5110, grad_norm: 2.1030 2020-07-24 08:48:35,506 - mmaction - INFO - Epoch [18][2220/3757] lr: 9.892e-02, eta: 8 days, 14:53:42, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5148, loss_cls: 3.4439, loss: 3.4439, grad_norm: 2.0311 2020-07-24 08:48:51,330 - mmaction - INFO - Epoch [18][2240/3757] lr: 9.892e-02, eta: 8 days, 14:53:14, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5242, loss_cls: 3.4567, loss: 3.4567, grad_norm: 1.9613 2020-07-24 08:49:07,040 - mmaction - INFO - Epoch [18][2260/3757] lr: 9.892e-02, eta: 8 days, 14:52:45, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5312, loss_cls: 3.3917, loss: 3.3917, grad_norm: 2.0101 2020-07-24 08:49:22,867 - mmaction - INFO - Epoch [18][2280/3757] lr: 9.892e-02, eta: 8 days, 14:52:18, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5266, loss_cls: 3.3626, loss: 3.3626, grad_norm: 1.9751 2020-07-24 08:49:38,583 - mmaction - INFO - Epoch [18][2300/3757] lr: 9.892e-02, eta: 8 days, 14:51:49, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5250, loss_cls: 3.3491, loss: 3.3491, grad_norm: 1.9765 2020-07-24 08:49:54,346 - mmaction - INFO - Epoch [18][2320/3757] lr: 9.892e-02, eta: 8 days, 14:51:20, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5305, loss_cls: 3.3213, loss: 3.3213, grad_norm: 2.0208 2020-07-24 08:50:10,101 - mmaction - INFO - Epoch [18][2340/3757] lr: 9.892e-02, eta: 8 days, 14:50:52, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5375, loss_cls: 3.2989, loss: 3.2989, grad_norm: 2.0192 2020-07-24 08:50:25,850 - mmaction - INFO - Epoch [18][2360/3757] lr: 9.892e-02, eta: 8 days, 14:50:23, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5094, loss_cls: 3.3987, loss: 3.3987, grad_norm: 2.0030 2020-07-24 08:50:41,613 - mmaction - INFO - Epoch [18][2380/3757] lr: 9.892e-02, eta: 8 days, 14:49:55, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2594, top5_acc: 0.5133, loss_cls: 3.4185, loss: 3.4185, grad_norm: 2.0595 2020-07-24 08:50:57,366 - mmaction - INFO - Epoch [18][2400/3757] lr: 9.892e-02, eta: 8 days, 14:49:27, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5453, loss_cls: 3.3448, loss: 3.3448, grad_norm: 2.0702 2020-07-24 08:51:13,150 - mmaction - INFO - Epoch [18][2420/3757] lr: 9.892e-02, eta: 8 days, 14:48:59, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5437, loss_cls: 3.3391, loss: 3.3391, grad_norm: 2.0135 2020-07-24 08:51:28,885 - mmaction - INFO - Epoch [18][2440/3757] lr: 9.892e-02, eta: 8 days, 14:48:30, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5250, loss_cls: 3.3538, loss: 3.3538, grad_norm: 2.0228 2020-07-24 08:51:44,647 - mmaction - INFO - Epoch [18][2460/3757] lr: 9.892e-02, eta: 8 days, 14:48:01, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5297, loss_cls: 3.3739, loss: 3.3739, grad_norm: 1.9956 2020-07-24 08:52:00,454 - mmaction - INFO - Epoch [18][2480/3757] lr: 9.892e-02, eta: 8 days, 14:47:34, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5422, loss_cls: 3.2726, loss: 3.2726, grad_norm: 1.9779 2020-07-24 08:52:16,205 - mmaction - INFO - Epoch [18][2500/3757] lr: 9.892e-02, eta: 8 days, 14:47:05, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5227, loss_cls: 3.3821, loss: 3.3821, grad_norm: 2.0359 2020-07-24 08:52:31,978 - mmaction - INFO - Epoch [18][2520/3757] lr: 9.892e-02, eta: 8 days, 14:46:37, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5195, loss_cls: 3.4187, loss: 3.4187, grad_norm: 2.0772 2020-07-24 08:52:47,780 - mmaction - INFO - Epoch [18][2540/3757] lr: 9.892e-02, eta: 8 days, 14:46:09, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5242, loss_cls: 3.3998, loss: 3.3998, grad_norm: 2.0340 2020-07-24 08:53:03,553 - mmaction - INFO - Epoch [18][2560/3757] lr: 9.892e-02, eta: 8 days, 14:45:41, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5422, loss_cls: 3.3399, loss: 3.3399, grad_norm: 2.0325 2020-07-24 08:53:19,319 - mmaction - INFO - Epoch [18][2580/3757] lr: 9.892e-02, eta: 8 days, 14:45:13, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5383, loss_cls: 3.3242, loss: 3.3242, grad_norm: 2.0509 2020-07-24 08:53:35,077 - mmaction - INFO - Epoch [18][2600/3757] lr: 9.892e-02, eta: 8 days, 14:44:45, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5281, loss_cls: 3.2987, loss: 3.2987, grad_norm: 1.9856 2020-07-24 08:53:50,788 - mmaction - INFO - Epoch [18][2620/3757] lr: 9.892e-02, eta: 8 days, 14:44:16, time: 0.785, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5219, loss_cls: 3.4146, loss: 3.4146, grad_norm: 2.0406 2020-07-24 08:54:06,553 - mmaction - INFO - Epoch [18][2640/3757] lr: 9.892e-02, eta: 8 days, 14:43:48, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3000, top5_acc: 0.5422, loss_cls: 3.2849, loss: 3.2849, grad_norm: 2.0330 2020-07-24 08:54:22,432 - mmaction - INFO - Epoch [18][2660/3757] lr: 9.892e-02, eta: 8 days, 14:43:21, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5430, loss_cls: 3.3421, loss: 3.3421, grad_norm: 2.0129 2020-07-24 08:54:38,163 - mmaction - INFO - Epoch [18][2680/3757] lr: 9.892e-02, eta: 8 days, 14:42:52, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.5258, loss_cls: 3.4200, loss: 3.4200, grad_norm: 2.0928 2020-07-24 08:54:53,900 - mmaction - INFO - Epoch [18][2700/3757] lr: 9.892e-02, eta: 8 days, 14:42:24, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5383, loss_cls: 3.3078, loss: 3.3078, grad_norm: 2.0020 2020-07-24 08:55:09,627 - mmaction - INFO - Epoch [18][2720/3757] lr: 9.892e-02, eta: 8 days, 14:41:55, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5000, loss_cls: 3.4871, loss: 3.4871, grad_norm: 2.0599 2020-07-24 08:55:25,374 - mmaction - INFO - Epoch [18][2740/3757] lr: 9.892e-02, eta: 8 days, 14:41:26, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5211, loss_cls: 3.3950, loss: 3.3950, grad_norm: 1.9972 2020-07-24 08:55:41,145 - mmaction - INFO - Epoch [18][2760/3757] lr: 9.892e-02, eta: 8 days, 14:40:58, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5070, loss_cls: 3.4756, loss: 3.4756, grad_norm: 2.0541 2020-07-24 08:55:56,890 - mmaction - INFO - Epoch [18][2780/3757] lr: 9.892e-02, eta: 8 days, 14:40:30, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5070, loss_cls: 3.4118, loss: 3.4118, grad_norm: 2.0498 2020-07-24 08:56:12,619 - mmaction - INFO - Epoch [18][2800/3757] lr: 9.892e-02, eta: 8 days, 14:40:01, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5398, loss_cls: 3.3533, loss: 3.3533, grad_norm: 2.0415 2020-07-24 08:56:28,369 - mmaction - INFO - Epoch [18][2820/3757] lr: 9.892e-02, eta: 8 days, 14:39:33, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5242, loss_cls: 3.3917, loss: 3.3917, grad_norm: 2.0222 2020-07-24 08:56:44,137 - mmaction - INFO - Epoch [18][2840/3757] lr: 9.892e-02, eta: 8 days, 14:39:05, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5273, loss_cls: 3.3576, loss: 3.3576, grad_norm: 2.0141 2020-07-24 08:56:59,848 - mmaction - INFO - Epoch [18][2860/3757] lr: 9.892e-02, eta: 8 days, 14:38:36, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5469, loss_cls: 3.3010, loss: 3.3010, grad_norm: 2.0092 2020-07-24 08:57:15,591 - mmaction - INFO - Epoch [18][2880/3757] lr: 9.892e-02, eta: 8 days, 14:38:08, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5352, loss_cls: 3.3492, loss: 3.3492, grad_norm: 2.0705 2020-07-24 08:57:31,363 - mmaction - INFO - Epoch [18][2900/3757] lr: 9.892e-02, eta: 8 days, 14:37:39, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5227, loss_cls: 3.4326, loss: 3.4326, grad_norm: 2.0327 2020-07-24 08:57:47,213 - mmaction - INFO - Epoch [18][2920/3757] lr: 9.892e-02, eta: 8 days, 14:37:13, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5109, loss_cls: 3.4121, loss: 3.4121, grad_norm: 2.0868 2020-07-24 08:58:02,912 - mmaction - INFO - Epoch [18][2940/3757] lr: 9.892e-02, eta: 8 days, 14:36:44, time: 0.785, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5227, loss_cls: 3.3958, loss: 3.3958, grad_norm: 2.0493 2020-07-24 08:58:18,664 - mmaction - INFO - Epoch [18][2960/3757] lr: 9.892e-02, eta: 8 days, 14:36:15, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5516, loss_cls: 3.3065, loss: 3.3065, grad_norm: 1.9613 2020-07-24 08:58:34,486 - mmaction - INFO - Epoch [18][2980/3757] lr: 9.892e-02, eta: 8 days, 14:35:48, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5391, loss_cls: 3.3638, loss: 3.3638, grad_norm: 2.0517 2020-07-24 08:58:50,269 - mmaction - INFO - Epoch [18][3000/3757] lr: 9.892e-02, eta: 8 days, 14:35:20, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5289, loss_cls: 3.3546, loss: 3.3546, grad_norm: 2.0236 2020-07-24 08:59:05,999 - mmaction - INFO - Epoch [18][3020/3757] lr: 9.892e-02, eta: 8 days, 14:34:52, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5344, loss_cls: 3.3523, loss: 3.3523, grad_norm: 2.0140 2020-07-24 08:59:21,742 - mmaction - INFO - Epoch [18][3040/3757] lr: 9.892e-02, eta: 8 days, 14:34:23, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5258, loss_cls: 3.3760, loss: 3.3760, grad_norm: 2.0201 2020-07-24 08:59:37,497 - mmaction - INFO - Epoch [18][3060/3757] lr: 9.892e-02, eta: 8 days, 14:33:55, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5164, loss_cls: 3.3638, loss: 3.3638, grad_norm: 2.0009 2020-07-24 08:59:53,260 - mmaction - INFO - Epoch [18][3080/3757] lr: 9.892e-02, eta: 8 days, 14:33:27, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5164, loss_cls: 3.4349, loss: 3.4349, grad_norm: 2.0798 2020-07-24 09:00:14,455 - mmaction - INFO - Epoch [18][3100/3757] lr: 9.892e-02, eta: 8 days, 14:34:11, time: 1.057, data_time: 0.002, memory: 6201, top1_acc: 0.2516, top5_acc: 0.5125, loss_cls: 3.4404, loss: 3.4404, grad_norm: 2.0542 2020-07-24 09:00:30,281 - mmaction - INFO - Epoch [18][3120/3757] lr: 9.892e-02, eta: 8 days, 14:33:44, time: 0.794, data_time: 0.006, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5414, loss_cls: 3.3408, loss: 3.3408, grad_norm: 2.0706 2020-07-24 09:00:46,055 - mmaction - INFO - Epoch [18][3140/3757] lr: 9.892e-02, eta: 8 days, 14:33:16, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5250, loss_cls: 3.4060, loss: 3.4060, grad_norm: 1.9820 2020-07-24 09:01:01,850 - mmaction - INFO - Epoch [18][3160/3757] lr: 9.892e-02, eta: 8 days, 14:32:49, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5078, loss_cls: 3.4466, loss: 3.4466, grad_norm: 2.0100 2020-07-24 09:01:17,609 - mmaction - INFO - Epoch [18][3180/3757] lr: 9.892e-02, eta: 8 days, 14:32:21, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5172, loss_cls: 3.4012, loss: 3.4012, grad_norm: 1.9750 2020-07-24 09:01:33,408 - mmaction - INFO - Epoch [18][3200/3757] lr: 9.892e-02, eta: 8 days, 14:31:53, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5273, loss_cls: 3.3267, loss: 3.3267, grad_norm: 2.0092 2020-07-24 09:01:49,204 - mmaction - INFO - Epoch [18][3220/3757] lr: 9.892e-02, eta: 8 days, 14:31:26, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.3016, top5_acc: 0.5312, loss_cls: 3.3007, loss: 3.3007, grad_norm: 1.9798 2020-07-24 09:02:05,096 - mmaction - INFO - Epoch [18][3240/3757] lr: 9.892e-02, eta: 8 days, 14:30:59, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5289, loss_cls: 3.4015, loss: 3.4015, grad_norm: 2.0482 2020-07-24 09:02:20,786 - mmaction - INFO - Epoch [18][3260/3757] lr: 9.892e-02, eta: 8 days, 14:30:30, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5195, loss_cls: 3.3767, loss: 3.3767, grad_norm: 2.0136 2020-07-24 09:02:36,501 - mmaction - INFO - Epoch [18][3280/3757] lr: 9.892e-02, eta: 8 days, 14:30:01, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5281, loss_cls: 3.3863, loss: 3.3863, grad_norm: 1.9475 2020-07-24 09:02:52,275 - mmaction - INFO - Epoch [18][3300/3757] lr: 9.892e-02, eta: 8 days, 14:29:33, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5437, loss_cls: 3.2815, loss: 3.2815, grad_norm: 1.9758 2020-07-24 09:03:08,097 - mmaction - INFO - Epoch [18][3320/3757] lr: 9.892e-02, eta: 8 days, 14:29:06, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5156, loss_cls: 3.3480, loss: 3.3480, grad_norm: 2.0129 2020-07-24 09:03:23,941 - mmaction - INFO - Epoch [18][3340/3757] lr: 9.892e-02, eta: 8 days, 14:28:39, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5391, loss_cls: 3.3255, loss: 3.3255, grad_norm: 2.0655 2020-07-24 09:03:39,661 - mmaction - INFO - Epoch [18][3360/3757] lr: 9.892e-02, eta: 8 days, 14:28:11, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2570, top5_acc: 0.5102, loss_cls: 3.4838, loss: 3.4838, grad_norm: 2.0831 2020-07-24 09:03:55,382 - mmaction - INFO - Epoch [18][3380/3757] lr: 9.892e-02, eta: 8 days, 14:27:42, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5172, loss_cls: 3.4390, loss: 3.4390, grad_norm: 2.0131 2020-07-24 09:04:11,178 - mmaction - INFO - Epoch [18][3400/3757] lr: 9.892e-02, eta: 8 days, 14:27:14, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5305, loss_cls: 3.3889, loss: 3.3889, grad_norm: 1.9522 2020-07-24 09:04:26,955 - mmaction - INFO - Epoch [18][3420/3757] lr: 9.892e-02, eta: 8 days, 14:26:47, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.3047, top5_acc: 0.5352, loss_cls: 3.3012, loss: 3.3012, grad_norm: 2.0216 2020-07-24 09:04:42,734 - mmaction - INFO - Epoch [18][3440/3757] lr: 9.892e-02, eta: 8 days, 14:26:19, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5445, loss_cls: 3.3397, loss: 3.3397, grad_norm: 2.0392 2020-07-24 09:04:58,549 - mmaction - INFO - Epoch [18][3460/3757] lr: 9.892e-02, eta: 8 days, 14:25:52, time: 0.793, data_time: 0.005, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5141, loss_cls: 3.4041, loss: 3.4041, grad_norm: 2.0218 2020-07-24 09:05:14,420 - mmaction - INFO - Epoch [18][3480/3757] lr: 9.892e-02, eta: 8 days, 14:25:25, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5078, loss_cls: 3.4098, loss: 3.4098, grad_norm: 2.0426 2020-07-24 09:05:30,275 - mmaction - INFO - Epoch [18][3500/3757] lr: 9.892e-02, eta: 8 days, 14:24:59, time: 0.795, data_time: 0.005, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5305, loss_cls: 3.3771, loss: 3.3771, grad_norm: 2.0672 2020-07-24 09:05:46,099 - mmaction - INFO - Epoch [18][3520/3757] lr: 9.892e-02, eta: 8 days, 14:24:31, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5055, loss_cls: 3.4671, loss: 3.4671, grad_norm: 2.0321 2020-07-24 09:06:01,838 - mmaction - INFO - Epoch [18][3540/3757] lr: 9.892e-02, eta: 8 days, 14:24:03, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5125, loss_cls: 3.3862, loss: 3.3862, grad_norm: 2.0263 2020-07-24 09:06:17,622 - mmaction - INFO - Epoch [18][3560/3757] lr: 9.892e-02, eta: 8 days, 14:23:36, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5156, loss_cls: 3.4240, loss: 3.4240, grad_norm: 2.0501 2020-07-24 09:06:33,416 - mmaction - INFO - Epoch [18][3580/3757] lr: 9.892e-02, eta: 8 days, 14:23:08, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2508, top5_acc: 0.4930, loss_cls: 3.5327, loss: 3.5327, grad_norm: 1.9831 2020-07-24 09:06:49,181 - mmaction - INFO - Epoch [18][3600/3757] lr: 9.892e-02, eta: 8 days, 14:22:40, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2977, top5_acc: 0.5297, loss_cls: 3.3127, loss: 3.3127, grad_norm: 2.0245 2020-07-24 09:07:04,922 - mmaction - INFO - Epoch [18][3620/3757] lr: 9.892e-02, eta: 8 days, 14:22:12, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5234, loss_cls: 3.3824, loss: 3.3824, grad_norm: 2.0340 2020-07-24 09:07:20,816 - mmaction - INFO - Epoch [18][3640/3757] lr: 9.892e-02, eta: 8 days, 14:21:46, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5219, loss_cls: 3.4057, loss: 3.4057, grad_norm: 2.0449 2020-07-24 09:07:36,549 - mmaction - INFO - Epoch [18][3660/3757] lr: 9.892e-02, eta: 8 days, 14:21:18, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5188, loss_cls: 3.3705, loss: 3.3705, grad_norm: 2.0270 2020-07-24 09:07:52,379 - mmaction - INFO - Epoch [18][3680/3757] lr: 9.892e-02, eta: 8 days, 14:20:50, time: 0.791, data_time: 0.002, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5289, loss_cls: 3.3620, loss: 3.3620, grad_norm: 2.0233 2020-07-24 09:08:08,150 - mmaction - INFO - Epoch [18][3700/3757] lr: 9.892e-02, eta: 8 days, 14:20:23, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2555, top5_acc: 0.5297, loss_cls: 3.4253, loss: 3.4253, grad_norm: 2.0426 2020-07-24 09:08:23,893 - mmaction - INFO - Epoch [18][3720/3757] lr: 9.892e-02, eta: 8 days, 14:19:54, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5219, loss_cls: 3.3599, loss: 3.3599, grad_norm: 1.9880 2020-07-24 09:08:39,739 - mmaction - INFO - Epoch [18][3740/3757] lr: 9.892e-02, eta: 8 days, 14:19:28, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5078, loss_cls: 3.4406, loss: 3.4406, grad_norm: 2.0463 2020-07-24 09:11:55,435 - mmaction - INFO - Epoch [19][20/3757] lr: 9.879e-02, eta: 8 days, 14:50:56, time: 8.794, data_time: 7.916, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5586, loss_cls: 3.3180, loss: 3.3180, grad_norm: 2.0448 2020-07-24 09:12:11,185 - mmaction - INFO - Epoch [19][40/3757] lr: 9.879e-02, eta: 8 days, 14:50:27, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5289, loss_cls: 3.3954, loss: 3.3954, grad_norm: 2.0380 2020-07-24 09:12:27,059 - mmaction - INFO - Epoch [19][60/3757] lr: 9.879e-02, eta: 8 days, 14:50:00, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.3109, top5_acc: 0.5781, loss_cls: 3.1706, loss: 3.1706, grad_norm: 1.9776 2020-07-24 09:12:42,768 - mmaction - INFO - Epoch [19][80/3757] lr: 9.879e-02, eta: 8 days, 14:49:31, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5320, loss_cls: 3.3354, loss: 3.3354, grad_norm: 2.0500 2020-07-24 09:12:58,524 - mmaction - INFO - Epoch [19][100/3757] lr: 9.879e-02, eta: 8 days, 14:49:02, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5203, loss_cls: 3.3753, loss: 3.3753, grad_norm: 2.0092 2020-07-24 09:13:14,355 - mmaction - INFO - Epoch [19][120/3757] lr: 9.879e-02, eta: 8 days, 14:48:35, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5203, loss_cls: 3.4304, loss: 3.4304, grad_norm: 2.0367 2020-07-24 09:13:30,076 - mmaction - INFO - Epoch [19][140/3757] lr: 9.879e-02, eta: 8 days, 14:48:06, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.3031, top5_acc: 0.5508, loss_cls: 3.2720, loss: 3.2720, grad_norm: 2.0268 2020-07-24 09:13:45,818 - mmaction - INFO - Epoch [19][160/3757] lr: 9.879e-02, eta: 8 days, 14:47:37, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5484, loss_cls: 3.2508, loss: 3.2508, grad_norm: 2.0312 2020-07-24 09:14:01,575 - mmaction - INFO - Epoch [19][180/3757] lr: 9.879e-02, eta: 8 days, 14:47:09, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5312, loss_cls: 3.3579, loss: 3.3579, grad_norm: 2.0740 2020-07-24 09:14:17,356 - mmaction - INFO - Epoch [19][200/3757] lr: 9.879e-02, eta: 8 days, 14:46:40, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5266, loss_cls: 3.3324, loss: 3.3324, grad_norm: 2.0684 2020-07-24 09:14:33,100 - mmaction - INFO - Epoch [19][220/3757] lr: 9.879e-02, eta: 8 days, 14:46:12, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5234, loss_cls: 3.3593, loss: 3.3593, grad_norm: 2.0647 2020-07-24 09:14:48,911 - mmaction - INFO - Epoch [19][240/3757] lr: 9.879e-02, eta: 8 days, 14:45:44, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5250, loss_cls: 3.3389, loss: 3.3389, grad_norm: 2.0415 2020-07-24 09:15:04,885 - mmaction - INFO - Epoch [19][260/3757] lr: 9.879e-02, eta: 8 days, 14:45:18, time: 0.798, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5289, loss_cls: 3.3805, loss: 3.3805, grad_norm: 2.0965 2020-07-24 09:15:20,571 - mmaction - INFO - Epoch [19][280/3757] lr: 9.879e-02, eta: 8 days, 14:44:49, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2625, top5_acc: 0.4992, loss_cls: 3.4821, loss: 3.4821, grad_norm: 2.0082 2020-07-24 09:15:36,357 - mmaction - INFO - Epoch [19][300/3757] lr: 9.879e-02, eta: 8 days, 14:44:21, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2500, top5_acc: 0.5047, loss_cls: 3.4623, loss: 3.4623, grad_norm: 1.9966 2020-07-24 09:15:52,213 - mmaction - INFO - Epoch [19][320/3757] lr: 9.879e-02, eta: 8 days, 14:43:54, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5484, loss_cls: 3.2734, loss: 3.2734, grad_norm: 2.0121 2020-07-24 09:16:07,998 - mmaction - INFO - Epoch [19][340/3757] lr: 9.879e-02, eta: 8 days, 14:43:26, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5242, loss_cls: 3.3593, loss: 3.3593, grad_norm: 2.0012 2020-07-24 09:16:23,809 - mmaction - INFO - Epoch [19][360/3757] lr: 9.879e-02, eta: 8 days, 14:42:58, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5391, loss_cls: 3.3712, loss: 3.3712, grad_norm: 2.1033 2020-07-24 09:16:39,651 - mmaction - INFO - Epoch [19][380/3757] lr: 9.879e-02, eta: 8 days, 14:42:30, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5617, loss_cls: 3.2304, loss: 3.2304, grad_norm: 1.9936 2020-07-24 09:16:55,389 - mmaction - INFO - Epoch [19][400/3757] lr: 9.879e-02, eta: 8 days, 14:42:02, time: 0.788, data_time: 0.005, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5437, loss_cls: 3.2769, loss: 3.2769, grad_norm: 2.0653 2020-07-24 09:17:11,229 - mmaction - INFO - Epoch [19][420/3757] lr: 9.879e-02, eta: 8 days, 14:41:35, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5203, loss_cls: 3.3849, loss: 3.3849, grad_norm: 2.0006 2020-07-24 09:17:26,914 - mmaction - INFO - Epoch [19][440/3757] lr: 9.879e-02, eta: 8 days, 14:41:05, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5625, loss_cls: 3.2665, loss: 3.2665, grad_norm: 2.1226 2020-07-24 09:17:42,664 - mmaction - INFO - Epoch [19][460/3757] lr: 9.879e-02, eta: 8 days, 14:40:37, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2703, top5_acc: 0.4953, loss_cls: 3.4269, loss: 3.4269, grad_norm: 2.0698 2020-07-24 09:17:58,407 - mmaction - INFO - Epoch [19][480/3757] lr: 9.879e-02, eta: 8 days, 14:40:08, time: 0.788, data_time: 0.005, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5398, loss_cls: 3.3475, loss: 3.3475, grad_norm: 2.0462 2020-07-24 09:18:14,160 - mmaction - INFO - Epoch [19][500/3757] lr: 9.879e-02, eta: 8 days, 14:39:40, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5437, loss_cls: 3.2660, loss: 3.2660, grad_norm: 2.0470 2020-07-24 09:18:29,899 - mmaction - INFO - Epoch [19][520/3757] lr: 9.879e-02, eta: 8 days, 14:39:11, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2594, top5_acc: 0.5266, loss_cls: 3.4145, loss: 3.4145, grad_norm: 2.0757 2020-07-24 09:18:45,686 - mmaction - INFO - Epoch [19][540/3757] lr: 9.879e-02, eta: 8 days, 14:38:43, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5164, loss_cls: 3.3623, loss: 3.3623, grad_norm: 2.0264 2020-07-24 09:19:01,443 - mmaction - INFO - Epoch [19][560/3757] lr: 9.879e-02, eta: 8 days, 14:38:15, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5320, loss_cls: 3.2641, loss: 3.2641, grad_norm: 2.0019 2020-07-24 09:19:17,244 - mmaction - INFO - Epoch [19][580/3757] lr: 9.879e-02, eta: 8 days, 14:37:47, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5547, loss_cls: 3.2231, loss: 3.2231, grad_norm: 2.0630 2020-07-24 09:19:33,013 - mmaction - INFO - Epoch [19][600/3757] lr: 9.879e-02, eta: 8 days, 14:37:19, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2945, top5_acc: 0.5570, loss_cls: 3.1943, loss: 3.1943, grad_norm: 2.0470 2020-07-24 09:19:48,821 - mmaction - INFO - Epoch [19][620/3757] lr: 9.879e-02, eta: 8 days, 14:36:52, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5477, loss_cls: 3.3288, loss: 3.3288, grad_norm: 2.0708 2020-07-24 09:20:04,634 - mmaction - INFO - Epoch [19][640/3757] lr: 9.879e-02, eta: 8 days, 14:36:24, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5547, loss_cls: 3.3320, loss: 3.3320, grad_norm: 1.9959 2020-07-24 09:20:20,373 - mmaction - INFO - Epoch [19][660/3757] lr: 9.879e-02, eta: 8 days, 14:35:55, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5281, loss_cls: 3.3434, loss: 3.3434, grad_norm: 2.0635 2020-07-24 09:20:36,269 - mmaction - INFO - Epoch [19][680/3757] lr: 9.879e-02, eta: 8 days, 14:35:29, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5484, loss_cls: 3.2984, loss: 3.2984, grad_norm: 2.0769 2020-07-24 09:20:52,016 - mmaction - INFO - Epoch [19][700/3757] lr: 9.879e-02, eta: 8 days, 14:35:00, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5195, loss_cls: 3.3920, loss: 3.3920, grad_norm: 2.0261 2020-07-24 09:21:07,821 - mmaction - INFO - Epoch [19][720/3757] lr: 9.879e-02, eta: 8 days, 14:34:33, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5211, loss_cls: 3.4190, loss: 3.4190, grad_norm: 2.0270 2020-07-24 09:21:23,639 - mmaction - INFO - Epoch [19][740/3757] lr: 9.879e-02, eta: 8 days, 14:34:05, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5156, loss_cls: 3.3373, loss: 3.3373, grad_norm: 2.0340 2020-07-24 09:21:39,403 - mmaction - INFO - Epoch [19][760/3757] lr: 9.879e-02, eta: 8 days, 14:33:37, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5234, loss_cls: 3.3347, loss: 3.3347, grad_norm: 2.0601 2020-07-24 09:21:55,117 - mmaction - INFO - Epoch [19][780/3757] lr: 9.879e-02, eta: 8 days, 14:33:08, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5297, loss_cls: 3.3373, loss: 3.3373, grad_norm: 2.0217 2020-07-24 09:22:10,782 - mmaction - INFO - Epoch [19][800/3757] lr: 9.879e-02, eta: 8 days, 14:32:39, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5195, loss_cls: 3.3948, loss: 3.3948, grad_norm: 2.0008 2020-07-24 09:22:26,575 - mmaction - INFO - Epoch [19][820/3757] lr: 9.879e-02, eta: 8 days, 14:32:11, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5422, loss_cls: 3.3588, loss: 3.3588, grad_norm: 2.0521 2020-07-24 09:22:42,337 - mmaction - INFO - Epoch [19][840/3757] lr: 9.879e-02, eta: 8 days, 14:31:43, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5414, loss_cls: 3.3373, loss: 3.3373, grad_norm: 2.0293 2020-07-24 09:22:58,129 - mmaction - INFO - Epoch [19][860/3757] lr: 9.879e-02, eta: 8 days, 14:31:15, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5398, loss_cls: 3.2773, loss: 3.2773, grad_norm: 2.0329 2020-07-24 09:23:13,894 - mmaction - INFO - Epoch [19][880/3757] lr: 9.879e-02, eta: 8 days, 14:30:47, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5227, loss_cls: 3.3766, loss: 3.3766, grad_norm: 2.1134 2020-07-24 09:23:29,630 - mmaction - INFO - Epoch [19][900/3757] lr: 9.879e-02, eta: 8 days, 14:30:19, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5219, loss_cls: 3.3780, loss: 3.3780, grad_norm: 2.0820 2020-07-24 09:23:45,359 - mmaction - INFO - Epoch [19][920/3757] lr: 9.879e-02, eta: 8 days, 14:29:50, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5180, loss_cls: 3.3901, loss: 3.3901, grad_norm: 2.0100 2020-07-24 09:24:01,171 - mmaction - INFO - Epoch [19][940/3757] lr: 9.879e-02, eta: 8 days, 14:29:22, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5312, loss_cls: 3.3224, loss: 3.3224, grad_norm: 2.0151 2020-07-24 09:24:16,953 - mmaction - INFO - Epoch [19][960/3757] lr: 9.879e-02, eta: 8 days, 14:28:55, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5305, loss_cls: 3.3560, loss: 3.3560, grad_norm: 1.9542 2020-07-24 09:24:32,770 - mmaction - INFO - Epoch [19][980/3757] lr: 9.879e-02, eta: 8 days, 14:28:27, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5281, loss_cls: 3.3220, loss: 3.3220, grad_norm: 1.9998 2020-07-24 09:24:48,530 - mmaction - INFO - Epoch [19][1000/3757] lr: 9.879e-02, eta: 8 days, 14:27:59, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5531, loss_cls: 3.2751, loss: 3.2751, grad_norm: 1.9898 2020-07-24 09:25:04,340 - mmaction - INFO - Epoch [19][1020/3757] lr: 9.879e-02, eta: 8 days, 14:27:31, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5547, loss_cls: 3.2729, loss: 3.2729, grad_norm: 2.0803 2020-07-24 09:25:20,038 - mmaction - INFO - Epoch [19][1040/3757] lr: 9.879e-02, eta: 8 days, 14:27:02, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5227, loss_cls: 3.3449, loss: 3.3449, grad_norm: 2.0718 2020-07-24 09:25:35,782 - mmaction - INFO - Epoch [19][1060/3757] lr: 9.879e-02, eta: 8 days, 14:26:34, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5305, loss_cls: 3.3526, loss: 3.3526, grad_norm: 2.0361 2020-07-24 09:25:51,581 - mmaction - INFO - Epoch [19][1080/3757] lr: 9.879e-02, eta: 8 days, 14:26:07, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5516, loss_cls: 3.2421, loss: 3.2421, grad_norm: 2.0958 2020-07-24 09:26:07,381 - mmaction - INFO - Epoch [19][1100/3757] lr: 9.879e-02, eta: 8 days, 14:25:39, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5094, loss_cls: 3.4071, loss: 3.4071, grad_norm: 2.0812 2020-07-24 09:26:23,109 - mmaction - INFO - Epoch [19][1120/3757] lr: 9.879e-02, eta: 8 days, 14:25:10, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2570, top5_acc: 0.5172, loss_cls: 3.4740, loss: 3.4740, grad_norm: 2.0273 2020-07-24 09:26:38,820 - mmaction - INFO - Epoch [19][1140/3757] lr: 9.879e-02, eta: 8 days, 14:24:42, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.3148, top5_acc: 0.5328, loss_cls: 3.2960, loss: 3.2960, grad_norm: 2.0286 2020-07-24 09:26:54,608 - mmaction - INFO - Epoch [19][1160/3757] lr: 9.879e-02, eta: 8 days, 14:24:14, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5281, loss_cls: 3.3536, loss: 3.3536, grad_norm: 2.1225 2020-07-24 09:27:10,459 - mmaction - INFO - Epoch [19][1180/3757] lr: 9.879e-02, eta: 8 days, 14:23:47, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5164, loss_cls: 3.3759, loss: 3.3759, grad_norm: 2.0307 2020-07-24 09:27:26,238 - mmaction - INFO - Epoch [19][1200/3757] lr: 9.879e-02, eta: 8 days, 14:23:19, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5297, loss_cls: 3.3421, loss: 3.3421, grad_norm: 2.0705 2020-07-24 09:27:42,029 - mmaction - INFO - Epoch [19][1220/3757] lr: 9.879e-02, eta: 8 days, 14:22:52, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5242, loss_cls: 3.3413, loss: 3.3413, grad_norm: 2.0387 2020-07-24 09:27:57,807 - mmaction - INFO - Epoch [19][1240/3757] lr: 9.879e-02, eta: 8 days, 14:22:24, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5289, loss_cls: 3.3611, loss: 3.3611, grad_norm: 2.1056 2020-07-24 09:28:13,632 - mmaction - INFO - Epoch [19][1260/3757] lr: 9.879e-02, eta: 8 days, 14:21:56, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5203, loss_cls: 3.3791, loss: 3.3791, grad_norm: 2.0521 2020-07-24 09:28:29,485 - mmaction - INFO - Epoch [19][1280/3757] lr: 9.879e-02, eta: 8 days, 14:21:29, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5078, loss_cls: 3.3669, loss: 3.3669, grad_norm: 1.9996 2020-07-24 09:28:45,272 - mmaction - INFO - Epoch [19][1300/3757] lr: 9.879e-02, eta: 8 days, 14:21:02, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5234, loss_cls: 3.3339, loss: 3.3339, grad_norm: 2.0672 2020-07-24 09:29:01,041 - mmaction - INFO - Epoch [19][1320/3757] lr: 9.879e-02, eta: 8 days, 14:20:34, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5297, loss_cls: 3.3908, loss: 3.3908, grad_norm: 2.0366 2020-07-24 09:29:16,790 - mmaction - INFO - Epoch [19][1340/3757] lr: 9.879e-02, eta: 8 days, 14:20:06, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5437, loss_cls: 3.3740, loss: 3.3740, grad_norm: 2.0770 2020-07-24 09:29:32,548 - mmaction - INFO - Epoch [19][1360/3757] lr: 9.879e-02, eta: 8 days, 14:19:38, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5102, loss_cls: 3.4608, loss: 3.4608, grad_norm: 2.0740 2020-07-24 09:29:48,378 - mmaction - INFO - Epoch [19][1380/3757] lr: 9.879e-02, eta: 8 days, 14:19:11, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5359, loss_cls: 3.3615, loss: 3.3615, grad_norm: 2.0183 2020-07-24 09:30:04,202 - mmaction - INFO - Epoch [19][1400/3757] lr: 9.879e-02, eta: 8 days, 14:18:44, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5359, loss_cls: 3.2860, loss: 3.2860, grad_norm: 2.0543 2020-07-24 09:30:19,934 - mmaction - INFO - Epoch [19][1420/3757] lr: 9.879e-02, eta: 8 days, 14:18:15, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5227, loss_cls: 3.2980, loss: 3.2980, grad_norm: 2.0447 2020-07-24 09:30:35,839 - mmaction - INFO - Epoch [19][1440/3757] lr: 9.879e-02, eta: 8 days, 14:17:49, time: 0.795, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5547, loss_cls: 3.2499, loss: 3.2499, grad_norm: 2.1003 2020-07-24 09:30:51,648 - mmaction - INFO - Epoch [19][1460/3757] lr: 9.879e-02, eta: 8 days, 14:17:22, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5359, loss_cls: 3.3016, loss: 3.3016, grad_norm: 2.0529 2020-07-24 09:31:07,442 - mmaction - INFO - Epoch [19][1480/3757] lr: 9.879e-02, eta: 8 days, 14:16:54, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5227, loss_cls: 3.4307, loss: 3.4307, grad_norm: 2.1168 2020-07-24 09:31:23,187 - mmaction - INFO - Epoch [19][1500/3757] lr: 9.879e-02, eta: 8 days, 14:16:26, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5352, loss_cls: 3.3828, loss: 3.3828, grad_norm: 2.0860 2020-07-24 09:31:38,951 - mmaction - INFO - Epoch [19][1520/3757] lr: 9.879e-02, eta: 8 days, 14:15:58, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5273, loss_cls: 3.4018, loss: 3.4018, grad_norm: 2.0940 2020-07-24 09:31:54,716 - mmaction - INFO - Epoch [19][1540/3757] lr: 9.879e-02, eta: 8 days, 14:15:30, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5219, loss_cls: 3.3399, loss: 3.3399, grad_norm: 2.0085 2020-07-24 09:32:10,449 - mmaction - INFO - Epoch [19][1560/3757] lr: 9.879e-02, eta: 8 days, 14:15:02, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2562, top5_acc: 0.5180, loss_cls: 3.4084, loss: 3.4084, grad_norm: 2.1318 2020-07-24 09:32:26,232 - mmaction - INFO - Epoch [19][1580/3757] lr: 9.879e-02, eta: 8 days, 14:14:34, time: 0.790, data_time: 0.001, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5250, loss_cls: 3.4087, loss: 3.4087, grad_norm: 2.0495 2020-07-24 09:32:41,982 - mmaction - INFO - Epoch [19][1600/3757] lr: 9.879e-02, eta: 8 days, 14:14:06, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5461, loss_cls: 3.3141, loss: 3.3141, grad_norm: 2.0548 2020-07-24 09:32:57,837 - mmaction - INFO - Epoch [19][1620/3757] lr: 9.879e-02, eta: 8 days, 14:13:39, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5023, loss_cls: 3.3864, loss: 3.3864, grad_norm: 2.0989 2020-07-24 09:33:13,616 - mmaction - INFO - Epoch [19][1640/3757] lr: 9.879e-02, eta: 8 days, 14:13:12, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5273, loss_cls: 3.3800, loss: 3.3800, grad_norm: 2.0493 2020-07-24 09:33:29,488 - mmaction - INFO - Epoch [19][1660/3757] lr: 9.879e-02, eta: 8 days, 14:12:45, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5156, loss_cls: 3.4091, loss: 3.4091, grad_norm: 2.0487 2020-07-24 09:33:45,215 - mmaction - INFO - Epoch [19][1680/3757] lr: 9.879e-02, eta: 8 days, 14:12:17, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5039, loss_cls: 3.4605, loss: 3.4605, grad_norm: 2.0772 2020-07-24 09:34:00,989 - mmaction - INFO - Epoch [19][1700/3757] lr: 9.879e-02, eta: 8 days, 14:11:49, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5367, loss_cls: 3.3448, loss: 3.3448, grad_norm: 2.0784 2020-07-24 09:34:16,738 - mmaction - INFO - Epoch [19][1720/3757] lr: 9.879e-02, eta: 8 days, 14:11:21, time: 0.788, data_time: 0.005, memory: 6201, top1_acc: 0.2492, top5_acc: 0.5117, loss_cls: 3.4481, loss: 3.4481, grad_norm: 2.0325 2020-07-24 09:34:32,480 - mmaction - INFO - Epoch [19][1740/3757] lr: 9.879e-02, eta: 8 days, 14:10:53, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5312, loss_cls: 3.2625, loss: 3.2625, grad_norm: 2.0497 2020-07-24 09:34:48,243 - mmaction - INFO - Epoch [19][1760/3757] lr: 9.879e-02, eta: 8 days, 14:10:25, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5117, loss_cls: 3.4473, loss: 3.4473, grad_norm: 2.0692 2020-07-24 09:35:04,111 - mmaction - INFO - Epoch [19][1780/3757] lr: 9.879e-02, eta: 8 days, 14:09:59, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5312, loss_cls: 3.4118, loss: 3.4118, grad_norm: 2.0584 2020-07-24 09:35:19,757 - mmaction - INFO - Epoch [19][1800/3757] lr: 9.879e-02, eta: 8 days, 14:09:29, time: 0.782, data_time: 0.001, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5172, loss_cls: 3.3828, loss: 3.3828, grad_norm: 2.0446 2020-07-24 09:35:35,568 - mmaction - INFO - Epoch [19][1820/3757] lr: 9.879e-02, eta: 8 days, 14:09:02, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5078, loss_cls: 3.4550, loss: 3.4550, grad_norm: 2.0823 2020-07-24 09:35:51,327 - mmaction - INFO - Epoch [19][1840/3757] lr: 9.879e-02, eta: 8 days, 14:08:34, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5156, loss_cls: 3.3868, loss: 3.3868, grad_norm: 2.0546 2020-07-24 09:36:07,112 - mmaction - INFO - Epoch [19][1860/3757] lr: 9.879e-02, eta: 8 days, 14:08:07, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5117, loss_cls: 3.4084, loss: 3.4084, grad_norm: 1.9962 2020-07-24 09:36:22,986 - mmaction - INFO - Epoch [19][1880/3757] lr: 9.879e-02, eta: 8 days, 14:07:40, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5164, loss_cls: 3.3892, loss: 3.3892, grad_norm: 2.0376 2020-07-24 09:36:38,806 - mmaction - INFO - Epoch [19][1900/3757] lr: 9.879e-02, eta: 8 days, 14:07:13, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5375, loss_cls: 3.3513, loss: 3.3513, grad_norm: 2.0457 2020-07-24 09:36:54,617 - mmaction - INFO - Epoch [19][1920/3757] lr: 9.879e-02, eta: 8 days, 14:06:46, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5320, loss_cls: 3.3755, loss: 3.3755, grad_norm: 2.0900 2020-07-24 09:37:10,474 - mmaction - INFO - Epoch [19][1940/3757] lr: 9.879e-02, eta: 8 days, 14:06:20, time: 0.793, data_time: 0.002, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5023, loss_cls: 3.3835, loss: 3.3835, grad_norm: 2.0063 2020-07-24 09:37:26,279 - mmaction - INFO - Epoch [19][1960/3757] lr: 9.879e-02, eta: 8 days, 14:05:52, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5258, loss_cls: 3.4229, loss: 3.4229, grad_norm: 2.0409 2020-07-24 09:37:42,032 - mmaction - INFO - Epoch [19][1980/3757] lr: 9.879e-02, eta: 8 days, 14:05:24, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5250, loss_cls: 3.3953, loss: 3.3953, grad_norm: 2.0007 2020-07-24 09:37:57,813 - mmaction - INFO - Epoch [19][2000/3757] lr: 9.879e-02, eta: 8 days, 14:04:57, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5039, loss_cls: 3.4272, loss: 3.4272, grad_norm: 2.0485 2020-07-24 09:38:13,554 - mmaction - INFO - Epoch [19][2020/3757] lr: 9.879e-02, eta: 8 days, 14:04:29, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5445, loss_cls: 3.2991, loss: 3.2991, grad_norm: 2.0261 2020-07-24 09:38:29,378 - mmaction - INFO - Epoch [19][2040/3757] lr: 9.879e-02, eta: 8 days, 14:04:02, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5312, loss_cls: 3.3176, loss: 3.3176, grad_norm: 1.9813 2020-07-24 09:38:45,132 - mmaction - INFO - Epoch [19][2060/3757] lr: 9.879e-02, eta: 8 days, 14:03:34, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5219, loss_cls: 3.4064, loss: 3.4064, grad_norm: 2.0188 2020-07-24 09:39:00,996 - mmaction - INFO - Epoch [19][2080/3757] lr: 9.879e-02, eta: 8 days, 14:03:08, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5445, loss_cls: 3.2920, loss: 3.2920, grad_norm: 1.9737 2020-07-24 09:39:16,737 - mmaction - INFO - Epoch [19][2100/3757] lr: 9.879e-02, eta: 8 days, 14:02:39, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5523, loss_cls: 3.2368, loss: 3.2368, grad_norm: 2.0767 2020-07-24 09:39:32,497 - mmaction - INFO - Epoch [19][2120/3757] lr: 9.879e-02, eta: 8 days, 14:02:12, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5320, loss_cls: 3.3624, loss: 3.3624, grad_norm: 2.1056 2020-07-24 09:39:48,336 - mmaction - INFO - Epoch [19][2140/3757] lr: 9.879e-02, eta: 8 days, 14:01:45, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5320, loss_cls: 3.3100, loss: 3.3100, grad_norm: 2.0837 2020-07-24 09:40:04,150 - mmaction - INFO - Epoch [19][2160/3757] lr: 9.879e-02, eta: 8 days, 14:01:18, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5289, loss_cls: 3.3613, loss: 3.3613, grad_norm: 2.0680 2020-07-24 09:40:19,956 - mmaction - INFO - Epoch [19][2180/3757] lr: 9.879e-02, eta: 8 days, 14:00:51, time: 0.790, data_time: 0.001, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5305, loss_cls: 3.3408, loss: 3.3408, grad_norm: 2.0426 2020-07-24 09:40:35,720 - mmaction - INFO - Epoch [19][2200/3757] lr: 9.879e-02, eta: 8 days, 14:00:23, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5336, loss_cls: 3.3599, loss: 3.3599, grad_norm: 2.0582 2020-07-24 09:40:51,481 - mmaction - INFO - Epoch [19][2220/3757] lr: 9.879e-02, eta: 8 days, 13:59:55, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5203, loss_cls: 3.4058, loss: 3.4058, grad_norm: 2.0598 2020-07-24 09:41:07,262 - mmaction - INFO - Epoch [19][2240/3757] lr: 9.879e-02, eta: 8 days, 13:59:28, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5102, loss_cls: 3.4521, loss: 3.4521, grad_norm: 2.0468 2020-07-24 09:41:23,070 - mmaction - INFO - Epoch [19][2260/3757] lr: 9.879e-02, eta: 8 days, 13:59:01, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5547, loss_cls: 3.2247, loss: 3.2247, grad_norm: 2.0325 2020-07-24 09:41:38,894 - mmaction - INFO - Epoch [19][2280/3757] lr: 9.879e-02, eta: 8 days, 13:58:34, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5352, loss_cls: 3.3397, loss: 3.3397, grad_norm: 2.0737 2020-07-24 09:41:54,669 - mmaction - INFO - Epoch [19][2300/3757] lr: 9.879e-02, eta: 8 days, 13:58:06, time: 0.790, data_time: 0.005, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5312, loss_cls: 3.3185, loss: 3.3185, grad_norm: 2.0639 2020-07-24 09:42:10,416 - mmaction - INFO - Epoch [19][2320/3757] lr: 9.879e-02, eta: 8 days, 13:57:38, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5398, loss_cls: 3.3455, loss: 3.3455, grad_norm: 2.0122 2020-07-24 09:42:26,209 - mmaction - INFO - Epoch [19][2340/3757] lr: 9.879e-02, eta: 8 days, 13:57:11, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.2664, loss: 3.2664, grad_norm: 2.0222 2020-07-24 09:42:41,994 - mmaction - INFO - Epoch [19][2360/3757] lr: 9.879e-02, eta: 8 days, 13:56:44, time: 0.790, data_time: 0.005, memory: 6201, top1_acc: 0.2641, top5_acc: 0.4930, loss_cls: 3.5067, loss: 3.5067, grad_norm: 2.0759 2020-07-24 09:42:57,739 - mmaction - INFO - Epoch [19][2380/3757] lr: 9.879e-02, eta: 8 days, 13:56:16, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2945, top5_acc: 0.5430, loss_cls: 3.2942, loss: 3.2942, grad_norm: 2.0492 2020-07-24 09:43:13,516 - mmaction - INFO - Epoch [19][2400/3757] lr: 9.879e-02, eta: 8 days, 13:55:49, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2945, top5_acc: 0.5461, loss_cls: 3.3012, loss: 3.3012, grad_norm: 2.0645 2020-07-24 09:43:29,197 - mmaction - INFO - Epoch [19][2420/3757] lr: 9.879e-02, eta: 8 days, 13:55:20, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5195, loss_cls: 3.3878, loss: 3.3878, grad_norm: 2.0599 2020-07-24 09:43:44,962 - mmaction - INFO - Epoch [19][2440/3757] lr: 9.879e-02, eta: 8 days, 13:54:52, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5188, loss_cls: 3.4019, loss: 3.4019, grad_norm: 2.0191 2020-07-24 09:44:00,721 - mmaction - INFO - Epoch [19][2460/3757] lr: 9.879e-02, eta: 8 days, 13:54:25, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5094, loss_cls: 3.4000, loss: 3.4000, grad_norm: 1.9936 2020-07-24 09:44:16,455 - mmaction - INFO - Epoch [19][2480/3757] lr: 9.879e-02, eta: 8 days, 13:53:57, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5180, loss_cls: 3.3859, loss: 3.3859, grad_norm: 1.9946 2020-07-24 09:44:32,205 - mmaction - INFO - Epoch [19][2500/3757] lr: 9.879e-02, eta: 8 days, 13:53:29, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5320, loss_cls: 3.3030, loss: 3.3030, grad_norm: 1.9917 2020-07-24 09:44:48,017 - mmaction - INFO - Epoch [19][2520/3757] lr: 9.879e-02, eta: 8 days, 13:53:02, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5570, loss_cls: 3.2024, loss: 3.2024, grad_norm: 2.0395 2020-07-24 09:45:03,928 - mmaction - INFO - Epoch [19][2540/3757] lr: 9.879e-02, eta: 8 days, 13:52:36, time: 0.795, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5156, loss_cls: 3.4144, loss: 3.4144, grad_norm: 2.1070 2020-07-24 09:45:19,699 - mmaction - INFO - Epoch [19][2560/3757] lr: 9.879e-02, eta: 8 days, 13:52:09, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5242, loss_cls: 3.3490, loss: 3.3490, grad_norm: 2.0571 2020-07-24 09:45:35,459 - mmaction - INFO - Epoch [19][2580/3757] lr: 9.879e-02, eta: 8 days, 13:51:41, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5320, loss_cls: 3.3524, loss: 3.3524, grad_norm: 2.0167 2020-07-24 09:45:51,233 - mmaction - INFO - Epoch [19][2600/3757] lr: 9.879e-02, eta: 8 days, 13:51:14, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5320, loss_cls: 3.3760, loss: 3.3760, grad_norm: 2.0673 2020-07-24 09:46:07,039 - mmaction - INFO - Epoch [19][2620/3757] lr: 9.879e-02, eta: 8 days, 13:50:47, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.4984, loss_cls: 3.5279, loss: 3.5279, grad_norm: 2.0118 2020-07-24 09:46:22,837 - mmaction - INFO - Epoch [19][2640/3757] lr: 9.879e-02, eta: 8 days, 13:50:20, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5305, loss_cls: 3.3528, loss: 3.3528, grad_norm: 2.0315 2020-07-24 09:46:38,673 - mmaction - INFO - Epoch [19][2660/3757] lr: 9.879e-02, eta: 8 days, 13:49:53, time: 0.792, data_time: 0.002, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5477, loss_cls: 3.3231, loss: 3.3231, grad_norm: 2.0207 2020-07-24 09:46:54,423 - mmaction - INFO - Epoch [19][2680/3757] lr: 9.879e-02, eta: 8 days, 13:49:25, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5305, loss_cls: 3.3768, loss: 3.3768, grad_norm: 2.0716 2020-07-24 09:47:10,161 - mmaction - INFO - Epoch [19][2700/3757] lr: 9.879e-02, eta: 8 days, 13:48:58, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5359, loss_cls: 3.2856, loss: 3.2856, grad_norm: 2.0522 2020-07-24 09:47:25,941 - mmaction - INFO - Epoch [19][2720/3757] lr: 9.879e-02, eta: 8 days, 13:48:30, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5352, loss_cls: 3.3139, loss: 3.3139, grad_norm: 2.0717 2020-07-24 09:47:41,782 - mmaction - INFO - Epoch [19][2740/3757] lr: 9.879e-02, eta: 8 days, 13:48:04, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5320, loss_cls: 3.3513, loss: 3.3513, grad_norm: 2.1098 2020-07-24 09:47:57,575 - mmaction - INFO - Epoch [19][2760/3757] lr: 9.879e-02, eta: 8 days, 13:47:37, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2609, top5_acc: 0.5109, loss_cls: 3.4302, loss: 3.4302, grad_norm: 2.0821 2020-07-24 09:48:13,344 - mmaction - INFO - Epoch [19][2780/3757] lr: 9.879e-02, eta: 8 days, 13:47:09, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5305, loss_cls: 3.3599, loss: 3.3599, grad_norm: 2.0380 2020-07-24 09:48:29,175 - mmaction - INFO - Epoch [19][2800/3757] lr: 9.879e-02, eta: 8 days, 13:46:42, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5305, loss_cls: 3.3445, loss: 3.3445, grad_norm: 2.0074 2020-07-24 09:48:44,951 - mmaction - INFO - Epoch [19][2820/3757] lr: 9.879e-02, eta: 8 days, 13:46:15, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5398, loss_cls: 3.3440, loss: 3.3440, grad_norm: 2.0163 2020-07-24 09:49:00,729 - mmaction - INFO - Epoch [19][2840/3757] lr: 9.879e-02, eta: 8 days, 13:45:48, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3063, top5_acc: 0.5367, loss_cls: 3.3180, loss: 3.3180, grad_norm: 2.0119 2020-07-24 09:49:16,475 - mmaction - INFO - Epoch [19][2860/3757] lr: 9.879e-02, eta: 8 days, 13:45:20, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5281, loss_cls: 3.3604, loss: 3.3604, grad_norm: 2.0898 2020-07-24 09:49:32,239 - mmaction - INFO - Epoch [19][2880/3757] lr: 9.879e-02, eta: 8 days, 13:44:53, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5500, loss_cls: 3.2965, loss: 3.2965, grad_norm: 2.0340 2020-07-24 09:49:47,976 - mmaction - INFO - Epoch [19][2900/3757] lr: 9.879e-02, eta: 8 days, 13:44:25, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2609, top5_acc: 0.5359, loss_cls: 3.4231, loss: 3.4231, grad_norm: 2.0602 2020-07-24 09:50:03,813 - mmaction - INFO - Epoch [19][2920/3757] lr: 9.879e-02, eta: 8 days, 13:43:58, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.3125, top5_acc: 0.5398, loss_cls: 3.2422, loss: 3.2422, grad_norm: 2.0489 2020-07-24 09:50:19,500 - mmaction - INFO - Epoch [19][2940/3757] lr: 9.879e-02, eta: 8 days, 13:43:30, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5328, loss_cls: 3.3458, loss: 3.3458, grad_norm: 2.0284 2020-07-24 09:50:35,271 - mmaction - INFO - Epoch [19][2960/3757] lr: 9.879e-02, eta: 8 days, 13:43:03, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3047, top5_acc: 0.5656, loss_cls: 3.2127, loss: 3.2127, grad_norm: 2.0353 2020-07-24 09:50:51,046 - mmaction - INFO - Epoch [19][2980/3757] lr: 9.879e-02, eta: 8 days, 13:42:35, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5227, loss_cls: 3.4400, loss: 3.4400, grad_norm: 2.0538 2020-07-24 09:51:06,826 - mmaction - INFO - Epoch [19][3000/3757] lr: 9.879e-02, eta: 8 days, 13:42:08, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3039, top5_acc: 0.5508, loss_cls: 3.2864, loss: 3.2864, grad_norm: 2.0203 2020-07-24 09:51:22,566 - mmaction - INFO - Epoch [19][3020/3757] lr: 9.879e-02, eta: 8 days, 13:41:40, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5258, loss_cls: 3.3271, loss: 3.3271, grad_norm: 2.0561 2020-07-24 09:51:38,346 - mmaction - INFO - Epoch [19][3040/3757] lr: 9.879e-02, eta: 8 days, 13:41:13, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5367, loss_cls: 3.3641, loss: 3.3641, grad_norm: 2.0062 2020-07-24 09:51:54,177 - mmaction - INFO - Epoch [19][3060/3757] lr: 9.879e-02, eta: 8 days, 13:40:47, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5258, loss_cls: 3.3137, loss: 3.3137, grad_norm: 2.0032 2020-07-24 09:52:09,841 - mmaction - INFO - Epoch [19][3080/3757] lr: 9.879e-02, eta: 8 days, 13:40:18, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5281, loss_cls: 3.4052, loss: 3.4052, grad_norm: 2.0182 2020-07-24 09:52:25,636 - mmaction - INFO - Epoch [19][3100/3757] lr: 9.879e-02, eta: 8 days, 13:39:51, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2945, top5_acc: 0.5508, loss_cls: 3.2579, loss: 3.2579, grad_norm: 2.0478 2020-07-24 09:52:41,422 - mmaction - INFO - Epoch [19][3120/3757] lr: 9.879e-02, eta: 8 days, 13:39:24, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5531, loss_cls: 3.2639, loss: 3.2639, grad_norm: 2.0315 2020-07-24 09:52:57,188 - mmaction - INFO - Epoch [19][3140/3757] lr: 9.879e-02, eta: 8 days, 13:38:57, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5000, loss_cls: 3.4071, loss: 3.4071, grad_norm: 2.0236 2020-07-24 09:53:12,973 - mmaction - INFO - Epoch [19][3160/3757] lr: 9.879e-02, eta: 8 days, 13:38:30, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5180, loss_cls: 3.4043, loss: 3.4043, grad_norm: 2.0195 2020-07-24 09:53:28,796 - mmaction - INFO - Epoch [19][3180/3757] lr: 9.879e-02, eta: 8 days, 13:38:03, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5203, loss_cls: 3.3351, loss: 3.3351, grad_norm: 2.0258 2020-07-24 09:53:44,639 - mmaction - INFO - Epoch [19][3200/3757] lr: 9.879e-02, eta: 8 days, 13:37:36, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5250, loss_cls: 3.4064, loss: 3.4064, grad_norm: 2.0685 2020-07-24 09:54:00,460 - mmaction - INFO - Epoch [19][3220/3757] lr: 9.879e-02, eta: 8 days, 13:37:10, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2461, top5_acc: 0.4898, loss_cls: 3.5583, loss: 3.5583, grad_norm: 2.0580 2020-07-24 09:54:16,251 - mmaction - INFO - Epoch [19][3240/3757] lr: 9.879e-02, eta: 8 days, 13:36:43, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2609, top5_acc: 0.5203, loss_cls: 3.3661, loss: 3.3661, grad_norm: 2.0371 2020-07-24 09:54:32,024 - mmaction - INFO - Epoch [19][3260/3757] lr: 9.879e-02, eta: 8 days, 13:36:16, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5281, loss_cls: 3.3395, loss: 3.3395, grad_norm: 2.0278 2020-07-24 09:54:47,816 - mmaction - INFO - Epoch [19][3280/3757] lr: 9.879e-02, eta: 8 days, 13:35:49, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5359, loss_cls: 3.3336, loss: 3.3336, grad_norm: 2.0064 2020-07-24 09:55:03,650 - mmaction - INFO - Epoch [19][3300/3757] lr: 9.879e-02, eta: 8 days, 13:35:22, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5047, loss_cls: 3.3530, loss: 3.3530, grad_norm: 2.0179 2020-07-24 09:55:19,371 - mmaction - INFO - Epoch [19][3320/3757] lr: 9.879e-02, eta: 8 days, 13:34:54, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5328, loss_cls: 3.2820, loss: 3.2820, grad_norm: 2.0126 2020-07-24 09:55:35,154 - mmaction - INFO - Epoch [19][3340/3757] lr: 9.879e-02, eta: 8 days, 13:34:27, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5180, loss_cls: 3.4471, loss: 3.4471, grad_norm: 2.0383 2020-07-24 09:55:50,920 - mmaction - INFO - Epoch [19][3360/3757] lr: 9.879e-02, eta: 8 days, 13:34:00, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5430, loss_cls: 3.3013, loss: 3.3013, grad_norm: 2.0320 2020-07-24 09:56:06,668 - mmaction - INFO - Epoch [19][3380/3757] lr: 9.879e-02, eta: 8 days, 13:33:33, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5320, loss_cls: 3.3134, loss: 3.3134, grad_norm: 2.0287 2020-07-24 09:56:22,433 - mmaction - INFO - Epoch [19][3400/3757] lr: 9.879e-02, eta: 8 days, 13:33:05, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5297, loss_cls: 3.4000, loss: 3.4000, grad_norm: 2.0665 2020-07-24 09:56:38,168 - mmaction - INFO - Epoch [19][3420/3757] lr: 9.879e-02, eta: 8 days, 13:32:38, time: 0.789, data_time: 0.005, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5406, loss_cls: 3.3519, loss: 3.3519, grad_norm: 2.0390 2020-07-24 09:56:53,902 - mmaction - INFO - Epoch [19][3440/3757] lr: 9.879e-02, eta: 8 days, 13:32:10, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5078, loss_cls: 3.3971, loss: 3.3971, grad_norm: 2.0884 2020-07-24 09:57:09,704 - mmaction - INFO - Epoch [19][3460/3757] lr: 9.879e-02, eta: 8 days, 13:31:43, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5328, loss_cls: 3.3387, loss: 3.3387, grad_norm: 1.9825 2020-07-24 09:57:25,468 - mmaction - INFO - Epoch [19][3480/3757] lr: 9.879e-02, eta: 8 days, 13:31:16, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5312, loss_cls: 3.3543, loss: 3.3543, grad_norm: 2.0395 2020-07-24 09:57:41,225 - mmaction - INFO - Epoch [19][3500/3757] lr: 9.879e-02, eta: 8 days, 13:30:49, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5500, loss_cls: 3.3195, loss: 3.3195, grad_norm: 2.0257 2020-07-24 09:57:56,968 - mmaction - INFO - Epoch [19][3520/3757] lr: 9.879e-02, eta: 8 days, 13:30:21, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5297, loss_cls: 3.3595, loss: 3.3595, grad_norm: 2.0616 2020-07-24 09:58:12,752 - mmaction - INFO - Epoch [19][3540/3757] lr: 9.879e-02, eta: 8 days, 13:29:54, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5094, loss_cls: 3.4436, loss: 3.4436, grad_norm: 2.0558 2020-07-24 09:58:28,619 - mmaction - INFO - Epoch [19][3560/3757] lr: 9.879e-02, eta: 8 days, 13:29:28, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5383, loss_cls: 3.3137, loss: 3.3137, grad_norm: 1.9984 2020-07-24 09:58:44,406 - mmaction - INFO - Epoch [19][3580/3757] lr: 9.879e-02, eta: 8 days, 13:29:01, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5297, loss_cls: 3.3439, loss: 3.3439, grad_norm: 2.0454 2020-07-24 09:59:00,255 - mmaction - INFO - Epoch [19][3600/3757] lr: 9.879e-02, eta: 8 days, 13:28:35, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5188, loss_cls: 3.3768, loss: 3.3768, grad_norm: 2.0405 2020-07-24 09:59:15,956 - mmaction - INFO - Epoch [19][3620/3757] lr: 9.879e-02, eta: 8 days, 13:28:07, time: 0.785, data_time: 0.002, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5180, loss_cls: 3.4270, loss: 3.4270, grad_norm: 2.0405 2020-07-24 09:59:31,801 - mmaction - INFO - Epoch [19][3640/3757] lr: 9.879e-02, eta: 8 days, 13:27:41, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5359, loss_cls: 3.3066, loss: 3.3066, grad_norm: 1.9590 2020-07-24 09:59:47,543 - mmaction - INFO - Epoch [19][3660/3757] lr: 9.879e-02, eta: 8 days, 13:27:13, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2672, top5_acc: 0.4898, loss_cls: 3.4393, loss: 3.4393, grad_norm: 2.0408 2020-07-24 10:00:10,054 - mmaction - INFO - Epoch [19][3680/3757] lr: 9.879e-02, eta: 8 days, 13:28:10, time: 1.123, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5367, loss_cls: 3.3291, loss: 3.3291, grad_norm: 2.0412 2020-07-24 10:00:25,842 - mmaction - INFO - Epoch [19][3700/3757] lr: 9.879e-02, eta: 8 days, 13:27:44, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5250, loss_cls: 3.3877, loss: 3.3877, grad_norm: 2.0425 2020-07-24 10:00:41,626 - mmaction - INFO - Epoch [19][3720/3757] lr: 9.879e-02, eta: 8 days, 13:27:16, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5148, loss_cls: 3.3935, loss: 3.3935, grad_norm: 2.0455 2020-07-24 10:00:57,453 - mmaction - INFO - Epoch [19][3740/3757] lr: 9.879e-02, eta: 8 days, 13:26:50, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5281, loss_cls: 3.3309, loss: 3.3309, grad_norm: 1.9921 2020-07-24 10:04:19,708 - mmaction - INFO - Epoch [20][20/3757] lr: 9.865e-02, eta: 8 days, 13:57:41, time: 9.081, data_time: 8.172, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5055, loss_cls: 3.3980, loss: 3.3980, grad_norm: 2.0258 2020-07-24 10:04:35,407 - mmaction - INFO - Epoch [20][40/3757] lr: 9.865e-02, eta: 8 days, 13:57:12, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5250, loss_cls: 3.3897, loss: 3.3897, grad_norm: 2.0891 2020-07-24 10:04:51,186 - mmaction - INFO - Epoch [20][60/3757] lr: 9.865e-02, eta: 8 days, 13:56:45, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2945, top5_acc: 0.5266, loss_cls: 3.3363, loss: 3.3363, grad_norm: 2.0423 2020-07-24 10:05:07,017 - mmaction - INFO - Epoch [20][80/3757] lr: 9.865e-02, eta: 8 days, 13:56:18, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5391, loss_cls: 3.2609, loss: 3.2609, grad_norm: 2.0863 2020-07-24 10:05:22,784 - mmaction - INFO - Epoch [20][100/3757] lr: 9.865e-02, eta: 8 days, 13:55:50, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5570, loss_cls: 3.3337, loss: 3.3337, grad_norm: 2.0523 2020-07-24 10:05:38,509 - mmaction - INFO - Epoch [20][120/3757] lr: 9.865e-02, eta: 8 days, 13:55:22, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5289, loss_cls: 3.3754, loss: 3.3754, grad_norm: 2.0405 2020-07-24 10:05:54,391 - mmaction - INFO - Epoch [20][140/3757] lr: 9.865e-02, eta: 8 days, 13:54:56, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5391, loss_cls: 3.2830, loss: 3.2830, grad_norm: 2.1152 2020-07-24 10:06:10,232 - mmaction - INFO - Epoch [20][160/3757] lr: 9.865e-02, eta: 8 days, 13:54:29, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2977, top5_acc: 0.5383, loss_cls: 3.3140, loss: 3.3140, grad_norm: 2.0262 2020-07-24 10:06:25,995 - mmaction - INFO - Epoch [20][180/3757] lr: 9.865e-02, eta: 8 days, 13:54:01, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2578, top5_acc: 0.5109, loss_cls: 3.4700, loss: 3.4700, grad_norm: 2.0454 2020-07-24 10:06:41,780 - mmaction - INFO - Epoch [20][200/3757] lr: 9.865e-02, eta: 8 days, 13:53:34, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5305, loss_cls: 3.3915, loss: 3.3915, grad_norm: 2.0780 2020-07-24 10:06:57,542 - mmaction - INFO - Epoch [20][220/3757] lr: 9.865e-02, eta: 8 days, 13:53:06, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5375, loss_cls: 3.2883, loss: 3.2883, grad_norm: 1.9558 2020-07-24 10:07:13,331 - mmaction - INFO - Epoch [20][240/3757] lr: 9.865e-02, eta: 8 days, 13:52:39, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5234, loss_cls: 3.3884, loss: 3.3884, grad_norm: 2.0728 2020-07-24 10:07:29,164 - mmaction - INFO - Epoch [20][260/3757] lr: 9.865e-02, eta: 8 days, 13:52:12, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1768, loss: 3.1768, grad_norm: 2.0382 2020-07-24 10:07:44,997 - mmaction - INFO - Epoch [20][280/3757] lr: 9.865e-02, eta: 8 days, 13:51:45, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2664, top5_acc: 0.4875, loss_cls: 3.4838, loss: 3.4838, grad_norm: 2.0924 2020-07-24 10:08:00,788 - mmaction - INFO - Epoch [20][300/3757] lr: 9.865e-02, eta: 8 days, 13:51:18, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3039, top5_acc: 0.5281, loss_cls: 3.2857, loss: 3.2857, grad_norm: 2.0013 2020-07-24 10:08:16,604 - mmaction - INFO - Epoch [20][320/3757] lr: 9.865e-02, eta: 8 days, 13:50:51, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5117, loss_cls: 3.4750, loss: 3.4750, grad_norm: 2.0826 2020-07-24 10:08:32,386 - mmaction - INFO - Epoch [20][340/3757] lr: 9.865e-02, eta: 8 days, 13:50:23, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5375, loss_cls: 3.2554, loss: 3.2554, grad_norm: 2.0776 2020-07-24 10:08:48,147 - mmaction - INFO - Epoch [20][360/3757] lr: 9.865e-02, eta: 8 days, 13:49:55, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5266, loss_cls: 3.4177, loss: 3.4177, grad_norm: 2.0931 2020-07-24 10:09:03,907 - mmaction - INFO - Epoch [20][380/3757] lr: 9.865e-02, eta: 8 days, 13:49:28, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5516, loss_cls: 3.3137, loss: 3.3137, grad_norm: 2.0498 2020-07-24 10:09:19,645 - mmaction - INFO - Epoch [20][400/3757] lr: 9.865e-02, eta: 8 days, 13:49:00, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5391, loss_cls: 3.3021, loss: 3.3021, grad_norm: 2.0793 2020-07-24 10:09:35,378 - mmaction - INFO - Epoch [20][420/3757] lr: 9.865e-02, eta: 8 days, 13:48:32, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.3000, top5_acc: 0.5570, loss_cls: 3.2879, loss: 3.2879, grad_norm: 2.0451 2020-07-24 10:09:51,176 - mmaction - INFO - Epoch [20][440/3757] lr: 9.865e-02, eta: 8 days, 13:48:04, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5422, loss_cls: 3.2916, loss: 3.2916, grad_norm: 2.0755 2020-07-24 10:10:06,939 - mmaction - INFO - Epoch [20][460/3757] lr: 9.865e-02, eta: 8 days, 13:47:37, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5258, loss_cls: 3.3933, loss: 3.3933, grad_norm: 2.0597 2020-07-24 10:10:22,645 - mmaction - INFO - Epoch [20][480/3757] lr: 9.865e-02, eta: 8 days, 13:47:09, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2578, top5_acc: 0.5086, loss_cls: 3.4137, loss: 3.4137, grad_norm: 2.0278 2020-07-24 10:10:38,366 - mmaction - INFO - Epoch [20][500/3757] lr: 9.865e-02, eta: 8 days, 13:46:40, time: 0.786, data_time: 0.004, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5336, loss_cls: 3.3260, loss: 3.3260, grad_norm: 2.0364 2020-07-24 10:10:54,089 - mmaction - INFO - Epoch [20][520/3757] lr: 9.865e-02, eta: 8 days, 13:46:13, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5375, loss_cls: 3.3420, loss: 3.3420, grad_norm: 2.0907 2020-07-24 10:11:09,910 - mmaction - INFO - Epoch [20][540/3757] lr: 9.865e-02, eta: 8 days, 13:45:46, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5297, loss_cls: 3.3484, loss: 3.3484, grad_norm: 2.0563 2020-07-24 10:11:25,618 - mmaction - INFO - Epoch [20][560/3757] lr: 9.865e-02, eta: 8 days, 13:45:17, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5406, loss_cls: 3.3181, loss: 3.3181, grad_norm: 2.0380 2020-07-24 10:11:41,356 - mmaction - INFO - Epoch [20][580/3757] lr: 9.865e-02, eta: 8 days, 13:44:49, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5281, loss_cls: 3.3754, loss: 3.3754, grad_norm: 2.0654 2020-07-24 10:11:57,181 - mmaction - INFO - Epoch [20][600/3757] lr: 9.865e-02, eta: 8 days, 13:44:23, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5367, loss_cls: 3.3393, loss: 3.3393, grad_norm: 2.0006 2020-07-24 10:12:12,956 - mmaction - INFO - Epoch [20][620/3757] lr: 9.865e-02, eta: 8 days, 13:43:55, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5477, loss_cls: 3.2367, loss: 3.2367, grad_norm: 2.0560 2020-07-24 10:12:28,729 - mmaction - INFO - Epoch [20][640/3757] lr: 9.865e-02, eta: 8 days, 13:43:28, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3055, top5_acc: 0.5453, loss_cls: 3.2195, loss: 3.2195, grad_norm: 2.0654 2020-07-24 10:12:44,498 - mmaction - INFO - Epoch [20][660/3757] lr: 9.865e-02, eta: 8 days, 13:43:00, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5328, loss_cls: 3.3351, loss: 3.3351, grad_norm: 2.0941 2020-07-24 10:13:00,315 - mmaction - INFO - Epoch [20][680/3757] lr: 9.865e-02, eta: 8 days, 13:42:33, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.3047, top5_acc: 0.5555, loss_cls: 3.2085, loss: 3.2085, grad_norm: 2.0235 2020-07-24 10:13:16,108 - mmaction - INFO - Epoch [20][700/3757] lr: 9.865e-02, eta: 8 days, 13:42:06, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5289, loss_cls: 3.3716, loss: 3.3716, grad_norm: 2.0993 2020-07-24 10:13:31,971 - mmaction - INFO - Epoch [20][720/3757] lr: 9.865e-02, eta: 8 days, 13:41:40, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5516, loss_cls: 3.2890, loss: 3.2890, grad_norm: 2.0434 2020-07-24 10:13:47,729 - mmaction - INFO - Epoch [20][740/3757] lr: 9.865e-02, eta: 8 days, 13:41:12, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5359, loss_cls: 3.3229, loss: 3.3229, grad_norm: 2.0367 2020-07-24 10:14:03,614 - mmaction - INFO - Epoch [20][760/3757] lr: 9.865e-02, eta: 8 days, 13:40:46, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5430, loss_cls: 3.2526, loss: 3.2526, grad_norm: 2.0806 2020-07-24 10:14:19,418 - mmaction - INFO - Epoch [20][780/3757] lr: 9.865e-02, eta: 8 days, 13:40:19, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5273, loss_cls: 3.3040, loss: 3.3040, grad_norm: 2.0382 2020-07-24 10:14:35,218 - mmaction - INFO - Epoch [20][800/3757] lr: 9.865e-02, eta: 8 days, 13:39:52, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5336, loss_cls: 3.2589, loss: 3.2589, grad_norm: 2.0836 2020-07-24 10:14:51,019 - mmaction - INFO - Epoch [20][820/3757] lr: 9.865e-02, eta: 8 days, 13:39:25, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5211, loss_cls: 3.4218, loss: 3.4218, grad_norm: 2.0796 2020-07-24 10:15:06,832 - mmaction - INFO - Epoch [20][840/3757] lr: 9.865e-02, eta: 8 days, 13:38:58, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2945, top5_acc: 0.5391, loss_cls: 3.3055, loss: 3.3055, grad_norm: 2.0388 2020-07-24 10:15:22,567 - mmaction - INFO - Epoch [20][860/3757] lr: 9.865e-02, eta: 8 days, 13:38:30, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5227, loss_cls: 3.3793, loss: 3.3793, grad_norm: 2.0613 2020-07-24 10:15:38,339 - mmaction - INFO - Epoch [20][880/3757] lr: 9.865e-02, eta: 8 days, 13:38:03, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5242, loss_cls: 3.3734, loss: 3.3734, grad_norm: 2.0296 2020-07-24 10:15:54,124 - mmaction - INFO - Epoch [20][900/3757] lr: 9.865e-02, eta: 8 days, 13:37:36, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5305, loss_cls: 3.3995, loss: 3.3995, grad_norm: 2.0235 2020-07-24 10:16:09,910 - mmaction - INFO - Epoch [20][920/3757] lr: 9.865e-02, eta: 8 days, 13:37:08, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2594, top5_acc: 0.5180, loss_cls: 3.4271, loss: 3.4271, grad_norm: 2.0566 2020-07-24 10:16:25,683 - mmaction - INFO - Epoch [20][940/3757] lr: 9.865e-02, eta: 8 days, 13:36:41, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5297, loss_cls: 3.3492, loss: 3.3492, grad_norm: 2.0335 2020-07-24 10:16:41,429 - mmaction - INFO - Epoch [20][960/3757] lr: 9.865e-02, eta: 8 days, 13:36:13, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2562, top5_acc: 0.5141, loss_cls: 3.4138, loss: 3.4138, grad_norm: 2.0130 2020-07-24 10:16:57,210 - mmaction - INFO - Epoch [20][980/3757] lr: 9.865e-02, eta: 8 days, 13:35:46, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5477, loss_cls: 3.3212, loss: 3.3212, grad_norm: 2.0836 2020-07-24 10:17:13,003 - mmaction - INFO - Epoch [20][1000/3757] lr: 9.865e-02, eta: 8 days, 13:35:19, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5234, loss_cls: 3.4164, loss: 3.4164, grad_norm: 2.0815 2020-07-24 10:17:28,765 - mmaction - INFO - Epoch [20][1020/3757] lr: 9.865e-02, eta: 8 days, 13:34:52, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2539, top5_acc: 0.5242, loss_cls: 3.3783, loss: 3.3783, grad_norm: 2.0445 2020-07-24 10:17:44,562 - mmaction - INFO - Epoch [20][1040/3757] lr: 9.865e-02, eta: 8 days, 13:34:25, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2594, top5_acc: 0.5172, loss_cls: 3.4061, loss: 3.4061, grad_norm: 2.0507 2020-07-24 10:18:00,329 - mmaction - INFO - Epoch [20][1060/3757] lr: 9.865e-02, eta: 8 days, 13:33:57, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5336, loss_cls: 3.3490, loss: 3.3490, grad_norm: 2.0253 2020-07-24 10:18:16,075 - mmaction - INFO - Epoch [20][1080/3757] lr: 9.865e-02, eta: 8 days, 13:33:30, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5305, loss_cls: 3.3546, loss: 3.3546, grad_norm: 2.0106 2020-07-24 10:18:31,919 - mmaction - INFO - Epoch [20][1100/3757] lr: 9.865e-02, eta: 8 days, 13:33:03, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5344, loss_cls: 3.3355, loss: 3.3355, grad_norm: 1.9742 2020-07-24 10:18:47,729 - mmaction - INFO - Epoch [20][1120/3757] lr: 9.865e-02, eta: 8 days, 13:32:36, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5320, loss_cls: 3.2809, loss: 3.2809, grad_norm: 2.0270 2020-07-24 10:19:03,455 - mmaction - INFO - Epoch [20][1140/3757] lr: 9.865e-02, eta: 8 days, 13:32:08, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5234, loss_cls: 3.3333, loss: 3.3333, grad_norm: 2.0906 2020-07-24 10:19:19,228 - mmaction - INFO - Epoch [20][1160/3757] lr: 9.865e-02, eta: 8 days, 13:31:41, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5211, loss_cls: 3.3337, loss: 3.3337, grad_norm: 2.1038 2020-07-24 10:19:34,973 - mmaction - INFO - Epoch [20][1180/3757] lr: 9.865e-02, eta: 8 days, 13:31:13, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5172, loss_cls: 3.4072, loss: 3.4072, grad_norm: 2.0283 2020-07-24 10:19:50,730 - mmaction - INFO - Epoch [20][1200/3757] lr: 9.865e-02, eta: 8 days, 13:30:46, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5422, loss_cls: 3.2836, loss: 3.2836, grad_norm: 1.9910 2020-07-24 10:20:06,483 - mmaction - INFO - Epoch [20][1220/3757] lr: 9.865e-02, eta: 8 days, 13:30:19, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5227, loss_cls: 3.3979, loss: 3.3979, grad_norm: 2.1103 2020-07-24 10:20:22,231 - mmaction - INFO - Epoch [20][1240/3757] lr: 9.865e-02, eta: 8 days, 13:29:51, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2625, top5_acc: 0.4898, loss_cls: 3.4552, loss: 3.4552, grad_norm: 2.0063 2020-07-24 10:20:37,995 - mmaction - INFO - Epoch [20][1260/3757] lr: 9.865e-02, eta: 8 days, 13:29:24, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5281, loss_cls: 3.3738, loss: 3.3738, grad_norm: 2.0379 2020-07-24 10:20:53,691 - mmaction - INFO - Epoch [20][1280/3757] lr: 9.865e-02, eta: 8 days, 13:28:55, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5320, loss_cls: 3.3578, loss: 3.3578, grad_norm: 2.0404 2020-07-24 10:21:09,471 - mmaction - INFO - Epoch [20][1300/3757] lr: 9.865e-02, eta: 8 days, 13:28:28, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5195, loss_cls: 3.3554, loss: 3.3554, grad_norm: 2.0487 2020-07-24 10:21:25,279 - mmaction - INFO - Epoch [20][1320/3757] lr: 9.865e-02, eta: 8 days, 13:28:01, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5422, loss_cls: 3.3239, loss: 3.3239, grad_norm: 2.0250 2020-07-24 10:21:41,068 - mmaction - INFO - Epoch [20][1340/3757] lr: 9.865e-02, eta: 8 days, 13:27:34, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3016, top5_acc: 0.5711, loss_cls: 3.2349, loss: 3.2349, grad_norm: 2.0086 2020-07-24 10:21:56,857 - mmaction - INFO - Epoch [20][1360/3757] lr: 9.865e-02, eta: 8 days, 13:27:07, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5461, loss_cls: 3.3318, loss: 3.3318, grad_norm: 2.0568 2020-07-24 10:22:12,534 - mmaction - INFO - Epoch [20][1380/3757] lr: 9.865e-02, eta: 8 days, 13:26:39, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5195, loss_cls: 3.3421, loss: 3.3421, grad_norm: 2.0168 2020-07-24 10:22:28,338 - mmaction - INFO - Epoch [20][1400/3757] lr: 9.865e-02, eta: 8 days, 13:26:12, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.3044, loss: 3.3044, grad_norm: 2.0132 2020-07-24 10:22:44,116 - mmaction - INFO - Epoch [20][1420/3757] lr: 9.865e-02, eta: 8 days, 13:25:45, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.2620, loss: 3.2620, grad_norm: 2.0733 2020-07-24 10:22:59,949 - mmaction - INFO - Epoch [20][1440/3757] lr: 9.865e-02, eta: 8 days, 13:25:18, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5234, loss_cls: 3.3830, loss: 3.3830, grad_norm: 2.0652 2020-07-24 10:23:15,769 - mmaction - INFO - Epoch [20][1460/3757] lr: 9.865e-02, eta: 8 days, 13:24:52, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5477, loss_cls: 3.2782, loss: 3.2782, grad_norm: 2.0649 2020-07-24 10:23:31,531 - mmaction - INFO - Epoch [20][1480/3757] lr: 9.865e-02, eta: 8 days, 13:24:25, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2453, top5_acc: 0.5281, loss_cls: 3.4112, loss: 3.4112, grad_norm: 2.1267 2020-07-24 10:23:47,270 - mmaction - INFO - Epoch [20][1500/3757] lr: 9.865e-02, eta: 8 days, 13:23:57, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5367, loss_cls: 3.3146, loss: 3.3146, grad_norm: 2.0648 2020-07-24 10:24:03,061 - mmaction - INFO - Epoch [20][1520/3757] lr: 9.865e-02, eta: 8 days, 13:23:30, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5414, loss_cls: 3.3355, loss: 3.3355, grad_norm: 2.0439 2020-07-24 10:24:18,787 - mmaction - INFO - Epoch [20][1540/3757] lr: 9.865e-02, eta: 8 days, 13:23:02, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5461, loss_cls: 3.2815, loss: 3.2815, grad_norm: 2.0532 2020-07-24 10:24:34,545 - mmaction - INFO - Epoch [20][1560/3757] lr: 9.865e-02, eta: 8 days, 13:22:35, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5430, loss_cls: 3.3004, loss: 3.3004, grad_norm: 2.0156 2020-07-24 10:24:50,294 - mmaction - INFO - Epoch [20][1580/3757] lr: 9.865e-02, eta: 8 days, 13:22:07, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5211, loss_cls: 3.3764, loss: 3.3764, grad_norm: 2.0505 2020-07-24 10:25:06,060 - mmaction - INFO - Epoch [20][1600/3757] lr: 9.865e-02, eta: 8 days, 13:21:40, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5258, loss_cls: 3.3153, loss: 3.3153, grad_norm: 2.0616 2020-07-24 10:25:21,730 - mmaction - INFO - Epoch [20][1620/3757] lr: 9.865e-02, eta: 8 days, 13:21:12, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5500, loss_cls: 3.2934, loss: 3.2934, grad_norm: 2.0560 2020-07-24 10:25:37,505 - mmaction - INFO - Epoch [20][1640/3757] lr: 9.865e-02, eta: 8 days, 13:20:45, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5297, loss_cls: 3.3788, loss: 3.3788, grad_norm: 2.1151 2020-07-24 10:25:53,309 - mmaction - INFO - Epoch [20][1660/3757] lr: 9.865e-02, eta: 8 days, 13:20:18, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5273, loss_cls: 3.3090, loss: 3.3090, grad_norm: 2.0037 2020-07-24 10:26:09,094 - mmaction - INFO - Epoch [20][1680/3757] lr: 9.865e-02, eta: 8 days, 13:19:50, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5023, loss_cls: 3.4237, loss: 3.4237, grad_norm: 2.0737 2020-07-24 10:26:24,877 - mmaction - INFO - Epoch [20][1700/3757] lr: 9.865e-02, eta: 8 days, 13:19:24, time: 0.791, data_time: 0.005, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5305, loss_cls: 3.3161, loss: 3.3161, grad_norm: 1.9982 2020-07-24 10:26:40,625 - mmaction - INFO - Epoch [20][1720/3757] lr: 9.865e-02, eta: 8 days, 13:18:57, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5312, loss_cls: 3.3906, loss: 3.3906, grad_norm: 2.0866 2020-07-24 10:26:56,395 - mmaction - INFO - Epoch [20][1740/3757] lr: 9.865e-02, eta: 8 days, 13:18:29, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5437, loss_cls: 3.2834, loss: 3.2834, grad_norm: 2.0305 2020-07-24 10:27:12,178 - mmaction - INFO - Epoch [20][1760/3757] lr: 9.865e-02, eta: 8 days, 13:18:02, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5203, loss_cls: 3.3693, loss: 3.3693, grad_norm: 2.0899 2020-07-24 10:27:27,919 - mmaction - INFO - Epoch [20][1780/3757] lr: 9.865e-02, eta: 8 days, 13:17:35, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5539, loss_cls: 3.2901, loss: 3.2901, grad_norm: 2.0665 2020-07-24 10:27:43,669 - mmaction - INFO - Epoch [20][1800/3757] lr: 9.865e-02, eta: 8 days, 13:17:08, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5344, loss_cls: 3.3852, loss: 3.3852, grad_norm: 2.0946 2020-07-24 10:27:59,467 - mmaction - INFO - Epoch [20][1820/3757] lr: 9.865e-02, eta: 8 days, 13:16:41, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3094, top5_acc: 0.5391, loss_cls: 3.3031, loss: 3.3031, grad_norm: 2.0502 2020-07-24 10:28:15,231 - mmaction - INFO - Epoch [20][1840/3757] lr: 9.865e-02, eta: 8 days, 13:16:14, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5047, loss_cls: 3.4240, loss: 3.4240, grad_norm: 2.1046 2020-07-24 10:28:31,014 - mmaction - INFO - Epoch [20][1860/3757] lr: 9.865e-02, eta: 8 days, 13:15:47, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5250, loss_cls: 3.3815, loss: 3.3815, grad_norm: 2.0994 2020-07-24 10:28:46,807 - mmaction - INFO - Epoch [20][1880/3757] lr: 9.865e-02, eta: 8 days, 13:15:20, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5250, loss_cls: 3.3600, loss: 3.3600, grad_norm: 2.0730 2020-07-24 10:29:02,498 - mmaction - INFO - Epoch [20][1900/3757] lr: 9.865e-02, eta: 8 days, 13:14:52, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5133, loss_cls: 3.4085, loss: 3.4085, grad_norm: 2.0577 2020-07-24 10:29:18,281 - mmaction - INFO - Epoch [20][1920/3757] lr: 9.865e-02, eta: 8 days, 13:14:25, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5328, loss_cls: 3.2866, loss: 3.2866, grad_norm: 2.0957 2020-07-24 10:29:34,057 - mmaction - INFO - Epoch [20][1940/3757] lr: 9.865e-02, eta: 8 days, 13:13:58, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5320, loss_cls: 3.3621, loss: 3.3621, grad_norm: 2.0383 2020-07-24 10:29:49,817 - mmaction - INFO - Epoch [20][1960/3757] lr: 9.865e-02, eta: 8 days, 13:13:31, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5148, loss_cls: 3.3973, loss: 3.3973, grad_norm: 2.0779 2020-07-24 10:30:05,634 - mmaction - INFO - Epoch [20][1980/3757] lr: 9.865e-02, eta: 8 days, 13:13:04, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5383, loss_cls: 3.3194, loss: 3.3194, grad_norm: 2.0662 2020-07-24 10:30:21,324 - mmaction - INFO - Epoch [20][2000/3757] lr: 9.865e-02, eta: 8 days, 13:12:36, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5500, loss_cls: 3.2856, loss: 3.2856, grad_norm: 1.9808 2020-07-24 10:30:37,161 - mmaction - INFO - Epoch [20][2020/3757] lr: 9.865e-02, eta: 8 days, 13:12:10, time: 0.792, data_time: 0.002, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5297, loss_cls: 3.4145, loss: 3.4145, grad_norm: 1.9998 2020-07-24 10:30:52,972 - mmaction - INFO - Epoch [20][2040/3757] lr: 9.865e-02, eta: 8 days, 13:11:43, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5406, loss_cls: 3.2937, loss: 3.2937, grad_norm: 2.0607 2020-07-24 10:31:08,702 - mmaction - INFO - Epoch [20][2060/3757] lr: 9.865e-02, eta: 8 days, 13:11:16, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5453, loss_cls: 3.3067, loss: 3.3067, grad_norm: 2.0425 2020-07-24 10:31:24,467 - mmaction - INFO - Epoch [20][2080/3757] lr: 9.865e-02, eta: 8 days, 13:10:49, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3172, top5_acc: 0.5555, loss_cls: 3.2333, loss: 3.2333, grad_norm: 2.0455 2020-07-24 10:31:40,239 - mmaction - INFO - Epoch [20][2100/3757] lr: 9.865e-02, eta: 8 days, 13:10:22, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5375, loss_cls: 3.3616, loss: 3.3616, grad_norm: 2.1171 2020-07-24 10:31:56,027 - mmaction - INFO - Epoch [20][2120/3757] lr: 9.865e-02, eta: 8 days, 13:09:55, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5328, loss_cls: 3.3310, loss: 3.3310, grad_norm: 2.0767 2020-07-24 10:32:11,791 - mmaction - INFO - Epoch [20][2140/3757] lr: 9.865e-02, eta: 8 days, 13:09:28, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5141, loss_cls: 3.3834, loss: 3.3834, grad_norm: 2.0441 2020-07-24 10:32:27,554 - mmaction - INFO - Epoch [20][2160/3757] lr: 9.865e-02, eta: 8 days, 13:09:01, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5227, loss_cls: 3.3238, loss: 3.3238, grad_norm: 2.0619 2020-07-24 10:32:43,308 - mmaction - INFO - Epoch [20][2180/3757] lr: 9.865e-02, eta: 8 days, 13:08:34, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5445, loss_cls: 3.3281, loss: 3.3281, grad_norm: 2.0763 2020-07-24 10:32:59,113 - mmaction - INFO - Epoch [20][2200/3757] lr: 9.865e-02, eta: 8 days, 13:08:07, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5352, loss_cls: 3.3171, loss: 3.3171, grad_norm: 2.0549 2020-07-24 10:33:14,874 - mmaction - INFO - Epoch [20][2220/3757] lr: 9.865e-02, eta: 8 days, 13:07:40, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5289, loss_cls: 3.4040, loss: 3.4040, grad_norm: 2.0169 2020-07-24 10:33:30,632 - mmaction - INFO - Epoch [20][2240/3757] lr: 9.865e-02, eta: 8 days, 13:07:13, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5367, loss_cls: 3.2695, loss: 3.2695, grad_norm: 2.0588 2020-07-24 10:33:46,408 - mmaction - INFO - Epoch [20][2260/3757] lr: 9.865e-02, eta: 8 days, 13:06:46, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3133, top5_acc: 0.5430, loss_cls: 3.2494, loss: 3.2494, grad_norm: 2.0208 2020-07-24 10:34:02,171 - mmaction - INFO - Epoch [20][2280/3757] lr: 9.865e-02, eta: 8 days, 13:06:19, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5008, loss_cls: 3.4212, loss: 3.4212, grad_norm: 2.0315 2020-07-24 10:34:17,885 - mmaction - INFO - Epoch [20][2300/3757] lr: 9.865e-02, eta: 8 days, 13:05:51, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5609, loss_cls: 3.2560, loss: 3.2560, grad_norm: 2.0629 2020-07-24 10:34:33,728 - mmaction - INFO - Epoch [20][2320/3757] lr: 9.865e-02, eta: 8 days, 13:05:25, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5398, loss_cls: 3.2701, loss: 3.2701, grad_norm: 2.0335 2020-07-24 10:34:49,496 - mmaction - INFO - Epoch [20][2340/3757] lr: 9.865e-02, eta: 8 days, 13:04:58, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2984, top5_acc: 0.5602, loss_cls: 3.2275, loss: 3.2275, grad_norm: 2.0840 2020-07-24 10:35:05,338 - mmaction - INFO - Epoch [20][2360/3757] lr: 9.865e-02, eta: 8 days, 13:04:32, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.3031, top5_acc: 0.5211, loss_cls: 3.3262, loss: 3.3262, grad_norm: 2.0611 2020-07-24 10:35:21,078 - mmaction - INFO - Epoch [20][2380/3757] lr: 9.865e-02, eta: 8 days, 13:04:05, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2992, top5_acc: 0.5391, loss_cls: 3.2841, loss: 3.2841, grad_norm: 2.0426 2020-07-24 10:35:36,830 - mmaction - INFO - Epoch [20][2400/3757] lr: 9.865e-02, eta: 8 days, 13:03:38, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5328, loss_cls: 3.3579, loss: 3.3579, grad_norm: 2.0055 2020-07-24 10:35:52,589 - mmaction - INFO - Epoch [20][2420/3757] lr: 9.865e-02, eta: 8 days, 13:03:11, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5414, loss_cls: 3.2971, loss: 3.2971, grad_norm: 2.0067 2020-07-24 10:36:08,346 - mmaction - INFO - Epoch [20][2440/3757] lr: 9.865e-02, eta: 8 days, 13:02:43, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5125, loss_cls: 3.3189, loss: 3.3189, grad_norm: 2.0980 2020-07-24 10:36:24,113 - mmaction - INFO - Epoch [20][2460/3757] lr: 9.865e-02, eta: 8 days, 13:02:16, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5336, loss_cls: 3.3091, loss: 3.3091, grad_norm: 2.0610 2020-07-24 10:36:39,947 - mmaction - INFO - Epoch [20][2480/3757] lr: 9.865e-02, eta: 8 days, 13:01:50, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5258, loss_cls: 3.3792, loss: 3.3792, grad_norm: 1.9874 2020-07-24 10:36:55,680 - mmaction - INFO - Epoch [20][2500/3757] lr: 9.865e-02, eta: 8 days, 13:01:23, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5219, loss_cls: 3.3278, loss: 3.3278, grad_norm: 2.0537 2020-07-24 10:37:11,568 - mmaction - INFO - Epoch [20][2520/3757] lr: 9.865e-02, eta: 8 days, 13:00:57, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5461, loss_cls: 3.3147, loss: 3.3147, grad_norm: 2.0519 2020-07-24 10:37:27,374 - mmaction - INFO - Epoch [20][2540/3757] lr: 9.865e-02, eta: 8 days, 13:00:31, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5359, loss_cls: 3.3258, loss: 3.3258, grad_norm: 2.0986 2020-07-24 10:37:43,140 - mmaction - INFO - Epoch [20][2560/3757] lr: 9.865e-02, eta: 8 days, 13:00:04, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5359, loss_cls: 3.3353, loss: 3.3353, grad_norm: 2.0709 2020-07-24 10:37:58,910 - mmaction - INFO - Epoch [20][2580/3757] lr: 9.865e-02, eta: 8 days, 12:59:37, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2586, top5_acc: 0.5188, loss_cls: 3.4291, loss: 3.4291, grad_norm: 2.0714 2020-07-24 10:38:14,689 - mmaction - INFO - Epoch [20][2600/3757] lr: 9.865e-02, eta: 8 days, 12:59:10, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5594, loss_cls: 3.2625, loss: 3.2625, grad_norm: 2.0475 2020-07-24 10:38:30,457 - mmaction - INFO - Epoch [20][2620/3757] lr: 9.865e-02, eta: 8 days, 12:58:44, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5469, loss_cls: 3.3959, loss: 3.3959, grad_norm: 2.0883 2020-07-24 10:38:46,224 - mmaction - INFO - Epoch [20][2640/3757] lr: 9.865e-02, eta: 8 days, 12:58:17, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5250, loss_cls: 3.3197, loss: 3.3197, grad_norm: 2.0141 2020-07-24 10:39:01,992 - mmaction - INFO - Epoch [20][2660/3757] lr: 9.865e-02, eta: 8 days, 12:57:50, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5391, loss_cls: 3.3050, loss: 3.3050, grad_norm: 2.0946 2020-07-24 10:39:17,778 - mmaction - INFO - Epoch [20][2680/3757] lr: 9.865e-02, eta: 8 days, 12:57:23, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5281, loss_cls: 3.3606, loss: 3.3606, grad_norm: 2.0295 2020-07-24 10:39:33,532 - mmaction - INFO - Epoch [20][2700/3757] lr: 9.865e-02, eta: 8 days, 12:56:56, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5281, loss_cls: 3.3120, loss: 3.3120, grad_norm: 2.0734 2020-07-24 10:39:49,297 - mmaction - INFO - Epoch [20][2720/3757] lr: 9.865e-02, eta: 8 days, 12:56:29, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5375, loss_cls: 3.3339, loss: 3.3339, grad_norm: 2.0497 2020-07-24 10:40:05,132 - mmaction - INFO - Epoch [20][2740/3757] lr: 9.865e-02, eta: 8 days, 12:56:03, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.3023, top5_acc: 0.5437, loss_cls: 3.2364, loss: 3.2364, grad_norm: 2.0130 2020-07-24 10:40:20,831 - mmaction - INFO - Epoch [20][2760/3757] lr: 9.865e-02, eta: 8 days, 12:55:35, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5398, loss_cls: 3.3429, loss: 3.3429, grad_norm: 2.0691 2020-07-24 10:40:36,651 - mmaction - INFO - Epoch [20][2780/3757] lr: 9.865e-02, eta: 8 days, 12:55:09, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5477, loss_cls: 3.2556, loss: 3.2556, grad_norm: 2.0378 2020-07-24 10:40:52,433 - mmaction - INFO - Epoch [20][2800/3757] lr: 9.865e-02, eta: 8 days, 12:54:42, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5461, loss_cls: 3.2846, loss: 3.2846, grad_norm: 2.0633 2020-07-24 10:41:08,221 - mmaction - INFO - Epoch [20][2820/3757] lr: 9.865e-02, eta: 8 days, 12:54:16, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5320, loss_cls: 3.3608, loss: 3.3608, grad_norm: 2.0463 2020-07-24 10:41:23,971 - mmaction - INFO - Epoch [20][2840/3757] lr: 9.865e-02, eta: 8 days, 12:53:49, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5281, loss_cls: 3.3567, loss: 3.3567, grad_norm: 2.0727 2020-07-24 10:41:39,715 - mmaction - INFO - Epoch [20][2860/3757] lr: 9.865e-02, eta: 8 days, 12:53:22, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5102, loss_cls: 3.4414, loss: 3.4414, grad_norm: 2.0947 2020-07-24 10:41:55,519 - mmaction - INFO - Epoch [20][2880/3757] lr: 9.865e-02, eta: 8 days, 12:52:55, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5219, loss_cls: 3.3960, loss: 3.3960, grad_norm: 2.1271 2020-07-24 10:42:11,260 - mmaction - INFO - Epoch [20][2900/3757] lr: 9.865e-02, eta: 8 days, 12:52:28, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5516, loss_cls: 3.3137, loss: 3.3137, grad_norm: 2.0926 2020-07-24 10:42:27,117 - mmaction - INFO - Epoch [20][2920/3757] lr: 9.865e-02, eta: 8 days, 12:52:02, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5195, loss_cls: 3.3924, loss: 3.3924, grad_norm: 2.0493 2020-07-24 10:42:42,877 - mmaction - INFO - Epoch [20][2940/3757] lr: 9.865e-02, eta: 8 days, 12:51:36, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5398, loss_cls: 3.3550, loss: 3.3550, grad_norm: 2.0568 2020-07-24 10:42:58,610 - mmaction - INFO - Epoch [20][2960/3757] lr: 9.865e-02, eta: 8 days, 12:51:08, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5437, loss_cls: 3.3039, loss: 3.3039, grad_norm: 2.0265 2020-07-24 10:43:14,381 - mmaction - INFO - Epoch [20][2980/3757] lr: 9.865e-02, eta: 8 days, 12:50:42, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5336, loss_cls: 3.3571, loss: 3.3571, grad_norm: 2.0691 2020-07-24 10:43:30,160 - mmaction - INFO - Epoch [20][3000/3757] lr: 9.865e-02, eta: 8 days, 12:50:15, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5500, loss_cls: 3.3146, loss: 3.3146, grad_norm: 2.0767 2020-07-24 10:43:45,964 - mmaction - INFO - Epoch [20][3020/3757] lr: 9.865e-02, eta: 8 days, 12:49:49, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5195, loss_cls: 3.3562, loss: 3.3562, grad_norm: 2.0686 2020-07-24 10:44:01,721 - mmaction - INFO - Epoch [20][3040/3757] lr: 9.865e-02, eta: 8 days, 12:49:22, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5125, loss_cls: 3.3818, loss: 3.3818, grad_norm: 2.0221 2020-07-24 10:44:17,481 - mmaction - INFO - Epoch [20][3060/3757] lr: 9.865e-02, eta: 8 days, 12:48:55, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.3008, top5_acc: 0.5398, loss_cls: 3.3029, loss: 3.3029, grad_norm: 1.9827 2020-07-24 10:44:33,297 - mmaction - INFO - Epoch [20][3080/3757] lr: 9.865e-02, eta: 8 days, 12:48:28, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5328, loss_cls: 3.3692, loss: 3.3692, grad_norm: 2.0688 2020-07-24 10:44:49,101 - mmaction - INFO - Epoch [20][3100/3757] lr: 9.865e-02, eta: 8 days, 12:48:02, time: 0.792, data_time: 0.005, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5141, loss_cls: 3.3481, loss: 3.3481, grad_norm: 2.0411 2020-07-24 10:45:04,933 - mmaction - INFO - Epoch [20][3120/3757] lr: 9.865e-02, eta: 8 days, 12:47:36, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5414, loss_cls: 3.3180, loss: 3.3180, grad_norm: 2.0658 2020-07-24 10:45:20,610 - mmaction - INFO - Epoch [20][3140/3757] lr: 9.865e-02, eta: 8 days, 12:47:09, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5375, loss_cls: 3.3382, loss: 3.3382, grad_norm: 2.0354 2020-07-24 10:45:36,371 - mmaction - INFO - Epoch [20][3160/3757] lr: 9.865e-02, eta: 8 days, 12:46:42, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5305, loss_cls: 3.3741, loss: 3.3741, grad_norm: 2.1004 2020-07-24 10:45:52,159 - mmaction - INFO - Epoch [20][3180/3757] lr: 9.865e-02, eta: 8 days, 12:46:15, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5109, loss_cls: 3.3974, loss: 3.3974, grad_norm: 2.0886 2020-07-24 10:46:07,985 - mmaction - INFO - Epoch [20][3200/3757] lr: 9.865e-02, eta: 8 days, 12:45:49, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5445, loss_cls: 3.3064, loss: 3.3064, grad_norm: 2.0886 2020-07-24 10:46:23,776 - mmaction - INFO - Epoch [20][3220/3757] lr: 9.865e-02, eta: 8 days, 12:45:23, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5383, loss_cls: 3.3156, loss: 3.3156, grad_norm: 2.0709 2020-07-24 10:46:39,611 - mmaction - INFO - Epoch [20][3240/3757] lr: 9.865e-02, eta: 8 days, 12:44:57, time: 0.792, data_time: 0.002, memory: 6201, top1_acc: 0.2539, top5_acc: 0.5148, loss_cls: 3.5048, loss: 3.5048, grad_norm: 2.1633 2020-07-24 10:46:55,425 - mmaction - INFO - Epoch [20][3260/3757] lr: 9.865e-02, eta: 8 days, 12:44:31, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5344, loss_cls: 3.3177, loss: 3.3177, grad_norm: 1.9589 2020-07-24 10:47:11,170 - mmaction - INFO - Epoch [20][3280/3757] lr: 9.865e-02, eta: 8 days, 12:44:04, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5242, loss_cls: 3.4162, loss: 3.4162, grad_norm: 2.0549 2020-07-24 10:47:26,943 - mmaction - INFO - Epoch [20][3300/3757] lr: 9.865e-02, eta: 8 days, 12:43:37, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5211, loss_cls: 3.4273, loss: 3.4273, grad_norm: 2.0522 2020-07-24 10:47:42,704 - mmaction - INFO - Epoch [20][3320/3757] lr: 9.865e-02, eta: 8 days, 12:43:10, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5516, loss_cls: 3.2670, loss: 3.2670, grad_norm: 2.0597 2020-07-24 10:47:58,542 - mmaction - INFO - Epoch [20][3340/3757] lr: 9.865e-02, eta: 8 days, 12:42:44, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.3000, top5_acc: 0.5539, loss_cls: 3.2645, loss: 3.2645, grad_norm: 2.0326 2020-07-24 10:48:14,275 - mmaction - INFO - Epoch [20][3360/3757] lr: 9.865e-02, eta: 8 days, 12:42:17, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5266, loss_cls: 3.3799, loss: 3.3799, grad_norm: 2.0589 2020-07-24 10:48:30,033 - mmaction - INFO - Epoch [20][3380/3757] lr: 9.865e-02, eta: 8 days, 12:41:51, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5320, loss_cls: 3.3430, loss: 3.3430, grad_norm: 2.0038 2020-07-24 10:48:45,839 - mmaction - INFO - Epoch [20][3400/3757] lr: 9.865e-02, eta: 8 days, 12:41:24, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5219, loss_cls: 3.3280, loss: 3.3280, grad_norm: 2.0389 2020-07-24 10:49:01,590 - mmaction - INFO - Epoch [20][3420/3757] lr: 9.865e-02, eta: 8 days, 12:40:57, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5586, loss_cls: 3.2274, loss: 3.2274, grad_norm: 2.0459 2020-07-24 10:49:17,331 - mmaction - INFO - Epoch [20][3440/3757] lr: 9.865e-02, eta: 8 days, 12:40:30, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2945, top5_acc: 0.5500, loss_cls: 3.2795, loss: 3.2795, grad_norm: 2.0664 2020-07-24 10:49:33,131 - mmaction - INFO - Epoch [20][3460/3757] lr: 9.865e-02, eta: 8 days, 12:40:04, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5297, loss_cls: 3.3516, loss: 3.3516, grad_norm: 2.0586 2020-07-24 10:49:48,851 - mmaction - INFO - Epoch [20][3480/3757] lr: 9.865e-02, eta: 8 days, 12:39:37, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5211, loss_cls: 3.3795, loss: 3.3795, grad_norm: 2.0658 2020-07-24 10:50:04,680 - mmaction - INFO - Epoch [20][3500/3757] lr: 9.865e-02, eta: 8 days, 12:39:11, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5312, loss_cls: 3.3279, loss: 3.3279, grad_norm: 2.0130 2020-07-24 10:50:20,367 - mmaction - INFO - Epoch [20][3520/3757] lr: 9.865e-02, eta: 8 days, 12:38:43, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5648, loss_cls: 3.2589, loss: 3.2589, grad_norm: 2.1169 2020-07-24 10:50:36,128 - mmaction - INFO - Epoch [20][3540/3757] lr: 9.865e-02, eta: 8 days, 12:38:17, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5227, loss_cls: 3.4172, loss: 3.4172, grad_norm: 2.0727 2020-07-24 10:50:51,917 - mmaction - INFO - Epoch [20][3560/3757] lr: 9.865e-02, eta: 8 days, 12:37:50, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5195, loss_cls: 3.4515, loss: 3.4515, grad_norm: 2.0091 2020-07-24 10:51:07,749 - mmaction - INFO - Epoch [20][3580/3757] lr: 9.865e-02, eta: 8 days, 12:37:24, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5398, loss_cls: 3.2662, loss: 3.2662, grad_norm: 2.0279 2020-07-24 10:51:23,579 - mmaction - INFO - Epoch [20][3600/3757] lr: 9.865e-02, eta: 8 days, 12:36:59, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5336, loss_cls: 3.3472, loss: 3.3472, grad_norm: 2.0463 2020-07-24 10:51:39,343 - mmaction - INFO - Epoch [20][3620/3757] lr: 9.865e-02, eta: 8 days, 12:36:32, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5453, loss_cls: 3.3518, loss: 3.3518, grad_norm: 2.0521 2020-07-24 10:51:55,143 - mmaction - INFO - Epoch [20][3640/3757] lr: 9.865e-02, eta: 8 days, 12:36:06, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3039, top5_acc: 0.5539, loss_cls: 3.2576, loss: 3.2576, grad_norm: 2.0958 2020-07-24 10:52:10,886 - mmaction - INFO - Epoch [20][3660/3757] lr: 9.865e-02, eta: 8 days, 12:35:39, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5297, loss_cls: 3.3838, loss: 3.3838, grad_norm: 2.0926 2020-07-24 10:52:26,680 - mmaction - INFO - Epoch [20][3680/3757] lr: 9.865e-02, eta: 8 days, 12:35:13, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5172, loss_cls: 3.4315, loss: 3.4315, grad_norm: 2.0810 2020-07-24 10:52:42,438 - mmaction - INFO - Epoch [20][3700/3757] lr: 9.865e-02, eta: 8 days, 12:34:46, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5297, loss_cls: 3.3933, loss: 3.3933, grad_norm: 2.0702 2020-07-24 10:52:58,162 - mmaction - INFO - Epoch [20][3720/3757] lr: 9.865e-02, eta: 8 days, 12:34:19, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5352, loss_cls: 3.3993, loss: 3.3993, grad_norm: 2.0720 2020-07-24 10:53:13,969 - mmaction - INFO - Epoch [20][3740/3757] lr: 9.865e-02, eta: 8 days, 12:33:53, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5211, loss_cls: 3.3617, loss: 3.3617, grad_norm: 2.0725 2020-07-24 10:53:32,596 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-07-24 10:56:30,568 - mmaction - INFO - Epoch [21][20/3757] lr: 9.850e-02, eta: 8 days, 13:02:01, time: 8.825, data_time: 7.923, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5602, loss_cls: 3.2368, loss: 3.2368, grad_norm: 2.0570 2020-07-24 10:56:46,390 - mmaction - INFO - Epoch [21][40/3757] lr: 9.850e-02, eta: 8 days, 13:01:35, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5383, loss_cls: 3.3273, loss: 3.3273, grad_norm: 2.1208 2020-07-24 10:57:02,100 - mmaction - INFO - Epoch [21][60/3757] lr: 9.850e-02, eta: 8 days, 13:01:07, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5164, loss_cls: 3.4472, loss: 3.4472, grad_norm: 2.0754 2020-07-24 10:57:17,828 - mmaction - INFO - Epoch [21][80/3757] lr: 9.850e-02, eta: 8 days, 13:00:40, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5445, loss_cls: 3.2920, loss: 3.2920, grad_norm: 2.0329 2020-07-24 10:57:33,594 - mmaction - INFO - Epoch [21][100/3757] lr: 9.850e-02, eta: 8 days, 13:00:13, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5477, loss_cls: 3.2865, loss: 3.2865, grad_norm: 2.0649 2020-07-24 10:57:49,372 - mmaction - INFO - Epoch [21][120/3757] lr: 9.850e-02, eta: 8 days, 12:59:46, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5508, loss_cls: 3.3218, loss: 3.3218, grad_norm: 2.0333 2020-07-24 10:58:05,099 - mmaction - INFO - Epoch [21][140/3757] lr: 9.850e-02, eta: 8 days, 12:59:18, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5211, loss_cls: 3.3194, loss: 3.3194, grad_norm: 2.0821 2020-07-24 10:58:20,841 - mmaction - INFO - Epoch [21][160/3757] lr: 9.850e-02, eta: 8 days, 12:58:51, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5437, loss_cls: 3.3362, loss: 3.3362, grad_norm: 2.0737 2020-07-24 10:58:36,711 - mmaction - INFO - Epoch [21][180/3757] lr: 9.850e-02, eta: 8 days, 12:58:25, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5406, loss_cls: 3.3558, loss: 3.3558, grad_norm: 2.1319 2020-07-24 10:58:52,426 - mmaction - INFO - Epoch [21][200/3757] lr: 9.850e-02, eta: 8 days, 12:57:58, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2992, top5_acc: 0.5391, loss_cls: 3.3347, loss: 3.3347, grad_norm: 2.0693 2020-07-24 10:59:08,180 - mmaction - INFO - Epoch [21][220/3757] lr: 9.850e-02, eta: 8 days, 12:57:30, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5281, loss_cls: 3.3645, loss: 3.3645, grad_norm: 2.0539 2020-07-24 10:59:24,059 - mmaction - INFO - Epoch [21][240/3757] lr: 9.850e-02, eta: 8 days, 12:57:05, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5172, loss_cls: 3.3069, loss: 3.3069, grad_norm: 2.0256 2020-07-24 10:59:39,855 - mmaction - INFO - Epoch [21][260/3757] lr: 9.850e-02, eta: 8 days, 12:56:38, time: 0.791, data_time: 0.001, memory: 6201, top1_acc: 0.2531, top5_acc: 0.4969, loss_cls: 3.4701, loss: 3.4701, grad_norm: 2.0831 2020-07-24 10:59:55,717 - mmaction - INFO - Epoch [21][280/3757] lr: 9.850e-02, eta: 8 days, 12:56:12, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5250, loss_cls: 3.3470, loss: 3.3470, grad_norm: 2.0499 2020-07-24 11:00:16,629 - mmaction - INFO - Epoch [21][300/3757] lr: 9.850e-02, eta: 8 days, 12:56:45, time: 1.043, data_time: 0.006, memory: 6201, top1_acc: 0.3172, top5_acc: 0.5523, loss_cls: 3.2391, loss: 3.2391, grad_norm: 1.9754 2020-07-24 11:00:32,410 - mmaction - INFO - Epoch [21][320/3757] lr: 9.850e-02, eta: 8 days, 12:56:19, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5234, loss_cls: 3.3344, loss: 3.3344, grad_norm: 2.0795 2020-07-24 11:00:48,141 - mmaction - INFO - Epoch [21][340/3757] lr: 9.850e-02, eta: 8 days, 12:55:51, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5320, loss_cls: 3.3151, loss: 3.3151, grad_norm: 2.0335 2020-07-24 11:01:03,862 - mmaction - INFO - Epoch [21][360/3757] lr: 9.850e-02, eta: 8 days, 12:55:24, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5711, loss_cls: 3.2187, loss: 3.2187, grad_norm: 2.0727 2020-07-24 11:01:19,638 - mmaction - INFO - Epoch [21][380/3757] lr: 9.850e-02, eta: 8 days, 12:54:57, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.3000, top5_acc: 0.5344, loss_cls: 3.3137, loss: 3.3137, grad_norm: 2.0672 2020-07-24 11:01:35,401 - mmaction - INFO - Epoch [21][400/3757] lr: 9.850e-02, eta: 8 days, 12:54:30, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5352, loss_cls: 3.3224, loss: 3.3224, grad_norm: 2.0542 2020-07-24 11:01:51,163 - mmaction - INFO - Epoch [21][420/3757] lr: 9.850e-02, eta: 8 days, 12:54:03, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5383, loss_cls: 3.3114, loss: 3.3114, grad_norm: 2.0933 2020-07-24 11:02:06,979 - mmaction - INFO - Epoch [21][440/3757] lr: 9.850e-02, eta: 8 days, 12:53:37, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5203, loss_cls: 3.3806, loss: 3.3806, grad_norm: 2.0623 2020-07-24 11:02:22,854 - mmaction - INFO - Epoch [21][460/3757] lr: 9.850e-02, eta: 8 days, 12:53:11, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5422, loss_cls: 3.2961, loss: 3.2961, grad_norm: 2.0396 2020-07-24 11:02:38,643 - mmaction - INFO - Epoch [21][480/3757] lr: 9.850e-02, eta: 8 days, 12:52:44, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5320, loss_cls: 3.3559, loss: 3.3559, grad_norm: 2.0550 2020-07-24 11:02:54,414 - mmaction - INFO - Epoch [21][500/3757] lr: 9.850e-02, eta: 8 days, 12:52:17, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5516, loss_cls: 3.2977, loss: 3.2977, grad_norm: 2.0790 2020-07-24 11:03:10,157 - mmaction - INFO - Epoch [21][520/3757] lr: 9.850e-02, eta: 8 days, 12:51:50, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2984, top5_acc: 0.5430, loss_cls: 3.3053, loss: 3.3053, grad_norm: 2.0386 2020-07-24 11:03:26,048 - mmaction - INFO - Epoch [21][540/3757] lr: 9.850e-02, eta: 8 days, 12:51:24, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5219, loss_cls: 3.3869, loss: 3.3869, grad_norm: 2.0292 2020-07-24 11:03:41,802 - mmaction - INFO - Epoch [21][560/3757] lr: 9.850e-02, eta: 8 days, 12:50:57, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5516, loss_cls: 3.2397, loss: 3.2397, grad_norm: 2.0668 2020-07-24 11:03:57,509 - mmaction - INFO - Epoch [21][580/3757] lr: 9.850e-02, eta: 8 days, 12:50:30, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5352, loss_cls: 3.3849, loss: 3.3849, grad_norm: 2.1187 2020-07-24 11:04:13,309 - mmaction - INFO - Epoch [21][600/3757] lr: 9.850e-02, eta: 8 days, 12:50:03, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5344, loss_cls: 3.3316, loss: 3.3316, grad_norm: 2.0508 2020-07-24 11:04:29,169 - mmaction - INFO - Epoch [21][620/3757] lr: 9.850e-02, eta: 8 days, 12:49:37, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5211, loss_cls: 3.3535, loss: 3.3535, grad_norm: 2.0485 2020-07-24 11:04:45,019 - mmaction - INFO - Epoch [21][640/3757] lr: 9.850e-02, eta: 8 days, 12:49:12, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5297, loss_cls: 3.3269, loss: 3.3269, grad_norm: 2.0327 2020-07-24 11:05:00,840 - mmaction - INFO - Epoch [21][660/3757] lr: 9.850e-02, eta: 8 days, 12:48:45, time: 0.791, data_time: 0.002, memory: 6201, top1_acc: 0.3000, top5_acc: 0.5586, loss_cls: 3.2710, loss: 3.2710, grad_norm: 2.0728 2020-07-24 11:05:16,640 - mmaction - INFO - Epoch [21][680/3757] lr: 9.850e-02, eta: 8 days, 12:48:19, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5359, loss_cls: 3.3482, loss: 3.3482, grad_norm: 2.0859 2020-07-24 11:05:32,385 - mmaction - INFO - Epoch [21][700/3757] lr: 9.850e-02, eta: 8 days, 12:47:52, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5336, loss_cls: 3.3451, loss: 3.3451, grad_norm: 2.0356 2020-07-24 11:05:48,194 - mmaction - INFO - Epoch [21][720/3757] lr: 9.850e-02, eta: 8 days, 12:47:25, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5352, loss_cls: 3.3382, loss: 3.3382, grad_norm: 1.9972 2020-07-24 11:06:03,988 - mmaction - INFO - Epoch [21][740/3757] lr: 9.850e-02, eta: 8 days, 12:46:59, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5242, loss_cls: 3.4211, loss: 3.4211, grad_norm: 2.0726 2020-07-24 11:06:19,771 - mmaction - INFO - Epoch [21][760/3757] lr: 9.850e-02, eta: 8 days, 12:46:32, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5477, loss_cls: 3.2584, loss: 3.2584, grad_norm: 2.0316 2020-07-24 11:06:35,495 - mmaction - INFO - Epoch [21][780/3757] lr: 9.850e-02, eta: 8 days, 12:46:05, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.3125, top5_acc: 0.5664, loss_cls: 3.2076, loss: 3.2076, grad_norm: 2.0942 2020-07-24 11:06:51,348 - mmaction - INFO - Epoch [21][800/3757] lr: 9.850e-02, eta: 8 days, 12:45:39, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5383, loss_cls: 3.3173, loss: 3.3173, grad_norm: 2.1133 2020-07-24 11:07:07,183 - mmaction - INFO - Epoch [21][820/3757] lr: 9.850e-02, eta: 8 days, 12:45:13, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.3109, top5_acc: 0.5547, loss_cls: 3.2388, loss: 3.2388, grad_norm: 2.0397 2020-07-24 11:07:22,955 - mmaction - INFO - Epoch [21][840/3757] lr: 9.850e-02, eta: 8 days, 12:44:46, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5305, loss_cls: 3.3369, loss: 3.3369, grad_norm: 2.1082 2020-07-24 11:07:38,748 - mmaction - INFO - Epoch [21][860/3757] lr: 9.850e-02, eta: 8 days, 12:44:19, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5266, loss_cls: 3.3763, loss: 3.3763, grad_norm: 2.0461 2020-07-24 11:07:54,542 - mmaction - INFO - Epoch [21][880/3757] lr: 9.850e-02, eta: 8 days, 12:43:52, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5312, loss_cls: 3.3308, loss: 3.3308, grad_norm: 2.0878 2020-07-24 11:08:10,365 - mmaction - INFO - Epoch [21][900/3757] lr: 9.850e-02, eta: 8 days, 12:43:27, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5430, loss_cls: 3.3074, loss: 3.3074, grad_norm: 2.0692 2020-07-24 11:08:26,139 - mmaction - INFO - Epoch [21][920/3757] lr: 9.850e-02, eta: 8 days, 12:43:00, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2977, top5_acc: 0.5430, loss_cls: 3.2726, loss: 3.2726, grad_norm: 2.0497 2020-07-24 11:08:41,943 - mmaction - INFO - Epoch [21][940/3757] lr: 9.850e-02, eta: 8 days, 12:42:33, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2594, top5_acc: 0.5062, loss_cls: 3.4216, loss: 3.4216, grad_norm: 2.1066 2020-07-24 11:08:57,834 - mmaction - INFO - Epoch [21][960/3757] lr: 9.850e-02, eta: 8 days, 12:42:08, time: 0.795, data_time: 0.004, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5086, loss_cls: 3.4753, loss: 3.4753, grad_norm: 2.0705 2020-07-24 11:09:13,629 - mmaction - INFO - Epoch [21][980/3757] lr: 9.850e-02, eta: 8 days, 12:41:42, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5344, loss_cls: 3.2743, loss: 3.2743, grad_norm: 2.0709 2020-07-24 11:09:29,387 - mmaction - INFO - Epoch [21][1000/3757] lr: 9.850e-02, eta: 8 days, 12:41:15, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2984, top5_acc: 0.5320, loss_cls: 3.2785, loss: 3.2785, grad_norm: 2.0868 2020-07-24 11:09:45,174 - mmaction - INFO - Epoch [21][1020/3757] lr: 9.850e-02, eta: 8 days, 12:40:48, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5289, loss_cls: 3.2981, loss: 3.2981, grad_norm: 2.0246 2020-07-24 11:10:00,930 - mmaction - INFO - Epoch [21][1040/3757] lr: 9.850e-02, eta: 8 days, 12:40:21, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5086, loss_cls: 3.4392, loss: 3.4392, grad_norm: 2.0991 2020-07-24 11:10:16,777 - mmaction - INFO - Epoch [21][1060/3757] lr: 9.850e-02, eta: 8 days, 12:39:55, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5312, loss_cls: 3.3750, loss: 3.3750, grad_norm: 2.0683 2020-07-24 11:10:32,522 - mmaction - INFO - Epoch [21][1080/3757] lr: 9.850e-02, eta: 8 days, 12:39:28, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.3086, top5_acc: 0.5555, loss_cls: 3.2192, loss: 3.2192, grad_norm: 2.0512 2020-07-24 11:10:48,304 - mmaction - INFO - Epoch [21][1100/3757] lr: 9.850e-02, eta: 8 days, 12:39:02, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3016, top5_acc: 0.5469, loss_cls: 3.2572, loss: 3.2572, grad_norm: 2.1022 2020-07-24 11:11:04,068 - mmaction - INFO - Epoch [21][1120/3757] lr: 9.850e-02, eta: 8 days, 12:38:35, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.3327, loss: 3.3327, grad_norm: 2.0838 2020-07-24 11:11:19,831 - mmaction - INFO - Epoch [21][1140/3757] lr: 9.850e-02, eta: 8 days, 12:38:08, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5437, loss_cls: 3.3428, loss: 3.3428, grad_norm: 2.0014 2020-07-24 11:11:35,655 - mmaction - INFO - Epoch [21][1160/3757] lr: 9.850e-02, eta: 8 days, 12:37:42, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5227, loss_cls: 3.3843, loss: 3.3843, grad_norm: 2.0441 2020-07-24 11:11:51,414 - mmaction - INFO - Epoch [21][1180/3757] lr: 9.850e-02, eta: 8 days, 12:37:15, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5563, loss_cls: 3.3307, loss: 3.3307, grad_norm: 2.0579 2020-07-24 11:12:07,230 - mmaction - INFO - Epoch [21][1200/3757] lr: 9.850e-02, eta: 8 days, 12:36:49, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5625, loss_cls: 3.2787, loss: 3.2787, grad_norm: 2.0487 2020-07-24 11:12:23,074 - mmaction - INFO - Epoch [21][1220/3757] lr: 9.850e-02, eta: 8 days, 12:36:23, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5391, loss_cls: 3.2661, loss: 3.2661, grad_norm: 2.1036 2020-07-24 11:12:38,976 - mmaction - INFO - Epoch [21][1240/3757] lr: 9.850e-02, eta: 8 days, 12:35:58, time: 0.796, data_time: 0.004, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5148, loss_cls: 3.3529, loss: 3.3529, grad_norm: 2.0676 2020-07-24 11:12:54,673 - mmaction - INFO - Epoch [21][1260/3757] lr: 9.850e-02, eta: 8 days, 12:35:30, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5297, loss_cls: 3.3440, loss: 3.3440, grad_norm: 2.0530 2020-07-24 11:13:10,390 - mmaction - INFO - Epoch [21][1280/3757] lr: 9.850e-02, eta: 8 days, 12:35:03, time: 0.786, data_time: 0.004, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5484, loss_cls: 3.2685, loss: 3.2685, grad_norm: 2.1212 2020-07-24 11:13:26,233 - mmaction - INFO - Epoch [21][1300/3757] lr: 9.850e-02, eta: 8 days, 12:34:37, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.3008, top5_acc: 0.5414, loss_cls: 3.2982, loss: 3.2982, grad_norm: 2.1049 2020-07-24 11:13:42,084 - mmaction - INFO - Epoch [21][1320/3757] lr: 9.850e-02, eta: 8 days, 12:34:11, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2617, top5_acc: 0.5312, loss_cls: 3.3946, loss: 3.3946, grad_norm: 2.1115 2020-07-24 11:13:57,781 - mmaction - INFO - Epoch [21][1340/3757] lr: 9.850e-02, eta: 8 days, 12:33:44, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5414, loss_cls: 3.3639, loss: 3.3639, grad_norm: 2.0459 2020-07-24 11:14:13,537 - mmaction - INFO - Epoch [21][1360/3757] lr: 9.850e-02, eta: 8 days, 12:33:17, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5391, loss_cls: 3.2817, loss: 3.2817, grad_norm: 2.0298 2020-07-24 11:14:29,264 - mmaction - INFO - Epoch [21][1380/3757] lr: 9.850e-02, eta: 8 days, 12:32:50, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5344, loss_cls: 3.3292, loss: 3.3292, grad_norm: 2.0790 2020-07-24 11:14:44,993 - mmaction - INFO - Epoch [21][1400/3757] lr: 9.850e-02, eta: 8 days, 12:32:23, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5328, loss_cls: 3.4022, loss: 3.4022, grad_norm: 2.0438 2020-07-24 11:15:00,784 - mmaction - INFO - Epoch [21][1420/3757] lr: 9.850e-02, eta: 8 days, 12:31:57, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5344, loss_cls: 3.3337, loss: 3.3337, grad_norm: 2.0682 2020-07-24 11:15:16,523 - mmaction - INFO - Epoch [21][1440/3757] lr: 9.850e-02, eta: 8 days, 12:31:30, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5414, loss_cls: 3.3351, loss: 3.3351, grad_norm: 2.0459 2020-07-24 11:15:32,293 - mmaction - INFO - Epoch [21][1460/3757] lr: 9.850e-02, eta: 8 days, 12:31:03, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5430, loss_cls: 3.2548, loss: 3.2548, grad_norm: 2.1074 2020-07-24 11:15:48,094 - mmaction - INFO - Epoch [21][1480/3757] lr: 9.850e-02, eta: 8 days, 12:30:37, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3008, top5_acc: 0.5570, loss_cls: 3.2587, loss: 3.2587, grad_norm: 2.1424 2020-07-24 11:16:03,861 - mmaction - INFO - Epoch [21][1500/3757] lr: 9.850e-02, eta: 8 days, 12:30:10, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5578, loss_cls: 3.2276, loss: 3.2276, grad_norm: 2.0239 2020-07-24 11:16:19,599 - mmaction - INFO - Epoch [21][1520/3757] lr: 9.850e-02, eta: 8 days, 12:29:43, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5516, loss_cls: 3.2572, loss: 3.2572, grad_norm: 2.0216 2020-07-24 11:16:35,410 - mmaction - INFO - Epoch [21][1540/3757] lr: 9.850e-02, eta: 8 days, 12:29:17, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5117, loss_cls: 3.4207, loss: 3.4207, grad_norm: 2.1350 2020-07-24 11:16:51,238 - mmaction - INFO - Epoch [21][1560/3757] lr: 9.850e-02, eta: 8 days, 12:28:51, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2992, top5_acc: 0.5367, loss_cls: 3.3309, loss: 3.3309, grad_norm: 2.0868 2020-07-24 11:17:06,969 - mmaction - INFO - Epoch [21][1580/3757] lr: 9.850e-02, eta: 8 days, 12:28:24, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5336, loss_cls: 3.4123, loss: 3.4123, grad_norm: 2.0368 2020-07-24 11:17:23,606 - mmaction - INFO - Epoch [21][1600/3757] lr: 9.850e-02, eta: 8 days, 12:28:07, time: 0.831, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5570, loss_cls: 3.2763, loss: 3.2763, grad_norm: 2.0469 2020-07-24 11:17:39,406 - mmaction - INFO - Epoch [21][1620/3757] lr: 9.850e-02, eta: 8 days, 12:27:41, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5430, loss_cls: 3.3100, loss: 3.3100, grad_norm: 2.0543 2020-07-24 11:17:55,298 - mmaction - INFO - Epoch [21][1640/3757] lr: 9.850e-02, eta: 8 days, 12:27:16, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2984, top5_acc: 0.5648, loss_cls: 3.1999, loss: 3.1999, grad_norm: 2.0715 2020-07-24 11:18:11,491 - mmaction - INFO - Epoch [21][1660/3757] lr: 9.850e-02, eta: 8 days, 12:26:54, time: 0.810, data_time: 0.004, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5273, loss_cls: 3.3081, loss: 3.3081, grad_norm: 2.0451 2020-07-24 11:18:27,267 - mmaction - INFO - Epoch [21][1680/3757] lr: 9.850e-02, eta: 8 days, 12:26:28, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5453, loss_cls: 3.2240, loss: 3.2240, grad_norm: 2.0661 2020-07-24 11:18:43,904 - mmaction - INFO - Epoch [21][1700/3757] lr: 9.850e-02, eta: 8 days, 12:26:11, time: 0.832, data_time: 0.001, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5375, loss_cls: 3.3240, loss: 3.3240, grad_norm: 2.0442 2020-07-24 11:18:59,691 - mmaction - INFO - Epoch [21][1720/3757] lr: 9.850e-02, eta: 8 days, 12:25:45, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5406, loss_cls: 3.3052, loss: 3.3052, grad_norm: 2.0596 2020-07-24 11:19:15,861 - mmaction - INFO - Epoch [21][1740/3757] lr: 9.850e-02, eta: 8 days, 12:25:23, time: 0.809, data_time: 0.003, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5250, loss_cls: 3.3483, loss: 3.3483, grad_norm: 2.1255 2020-07-24 11:19:32,299 - mmaction - INFO - Epoch [21][1760/3757] lr: 9.850e-02, eta: 8 days, 12:25:04, time: 0.822, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5461, loss_cls: 3.2816, loss: 3.2816, grad_norm: 2.0317 2020-07-24 11:19:48,034 - mmaction - INFO - Epoch [21][1780/3757] lr: 9.850e-02, eta: 8 days, 12:24:37, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5367, loss_cls: 3.3455, loss: 3.3455, grad_norm: 2.0645 2020-07-24 11:20:03,862 - mmaction - INFO - Epoch [21][1800/3757] lr: 9.850e-02, eta: 8 days, 12:24:11, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5461, loss_cls: 3.2878, loss: 3.2878, grad_norm: 2.0606 2020-07-24 11:20:19,615 - mmaction - INFO - Epoch [21][1820/3757] lr: 9.850e-02, eta: 8 days, 12:23:44, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5445, loss_cls: 3.3121, loss: 3.3121, grad_norm: 2.0888 2020-07-24 11:20:35,352 - mmaction - INFO - Epoch [21][1840/3757] lr: 9.850e-02, eta: 8 days, 12:23:17, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5062, loss_cls: 3.4372, loss: 3.4372, grad_norm: 2.0399 2020-07-24 11:20:51,218 - mmaction - INFO - Epoch [21][1860/3757] lr: 9.850e-02, eta: 8 days, 12:22:52, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.3016, top5_acc: 0.5367, loss_cls: 3.3470, loss: 3.3470, grad_norm: 2.0445 2020-07-24 11:21:07,060 - mmaction - INFO - Epoch [21][1880/3757] lr: 9.850e-02, eta: 8 days, 12:22:26, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2977, top5_acc: 0.5367, loss_cls: 3.2793, loss: 3.2793, grad_norm: 2.0014 2020-07-24 11:21:22,747 - mmaction - INFO - Epoch [21][1900/3757] lr: 9.850e-02, eta: 8 days, 12:21:59, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5289, loss_cls: 3.3872, loss: 3.3872, grad_norm: 2.1586 2020-07-24 11:21:38,504 - mmaction - INFO - Epoch [21][1920/3757] lr: 9.850e-02, eta: 8 days, 12:21:32, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5344, loss_cls: 3.3196, loss: 3.3196, grad_norm: 2.0906 2020-07-24 11:21:54,261 - mmaction - INFO - Epoch [21][1940/3757] lr: 9.850e-02, eta: 8 days, 12:21:05, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5484, loss_cls: 3.2790, loss: 3.2790, grad_norm: 2.0747 2020-07-24 11:22:10,042 - mmaction - INFO - Epoch [21][1960/3757] lr: 9.850e-02, eta: 8 days, 12:20:39, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5305, loss_cls: 3.3292, loss: 3.3292, grad_norm: 2.0968 2020-07-24 11:22:25,941 - mmaction - INFO - Epoch [21][1980/3757] lr: 9.850e-02, eta: 8 days, 12:20:14, time: 0.795, data_time: 0.003, memory: 6201, top1_acc: 0.3055, top5_acc: 0.5344, loss_cls: 3.2786, loss: 3.2786, grad_norm: 2.0211 2020-07-24 11:22:41,647 - mmaction - INFO - Epoch [21][2000/3757] lr: 9.850e-02, eta: 8 days, 12:19:47, time: 0.785, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5227, loss_cls: 3.3406, loss: 3.3406, grad_norm: 2.0808 2020-07-24 11:22:57,394 - mmaction - INFO - Epoch [21][2020/3757] lr: 9.850e-02, eta: 8 days, 12:19:20, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5242, loss_cls: 3.3861, loss: 3.3861, grad_norm: 2.0698 2020-07-24 11:23:13,240 - mmaction - INFO - Epoch [21][2040/3757] lr: 9.850e-02, eta: 8 days, 12:18:54, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5586, loss_cls: 3.2462, loss: 3.2462, grad_norm: 2.0636 2020-07-24 11:23:29,014 - mmaction - INFO - Epoch [21][2060/3757] lr: 9.850e-02, eta: 8 days, 12:18:28, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2992, top5_acc: 0.5492, loss_cls: 3.2659, loss: 3.2659, grad_norm: 2.0956 2020-07-24 11:23:44,786 - mmaction - INFO - Epoch [21][2080/3757] lr: 9.850e-02, eta: 8 days, 12:18:01, time: 0.788, data_time: 0.000, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5383, loss_cls: 3.2722, loss: 3.2722, grad_norm: 2.0438 2020-07-24 11:24:00,524 - mmaction - INFO - Epoch [21][2100/3757] lr: 9.850e-02, eta: 8 days, 12:17:34, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5555, loss_cls: 3.2477, loss: 3.2477, grad_norm: 2.0699 2020-07-24 11:24:16,320 - mmaction - INFO - Epoch [21][2120/3757] lr: 9.850e-02, eta: 8 days, 12:17:08, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5273, loss_cls: 3.3047, loss: 3.3047, grad_norm: 2.0497 2020-07-24 11:24:32,128 - mmaction - INFO - Epoch [21][2140/3757] lr: 9.850e-02, eta: 8 days, 12:16:42, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5320, loss_cls: 3.3611, loss: 3.3611, grad_norm: 2.0771 2020-07-24 11:24:47,904 - mmaction - INFO - Epoch [21][2160/3757] lr: 9.850e-02, eta: 8 days, 12:16:16, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5297, loss_cls: 3.3125, loss: 3.3125, grad_norm: 2.0389 2020-07-24 11:25:03,777 - mmaction - INFO - Epoch [21][2180/3757] lr: 9.850e-02, eta: 8 days, 12:15:51, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5328, loss_cls: 3.3660, loss: 3.3660, grad_norm: 2.0714 2020-07-24 11:25:19,504 - mmaction - INFO - Epoch [21][2200/3757] lr: 9.850e-02, eta: 8 days, 12:15:24, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5266, loss_cls: 3.3657, loss: 3.3657, grad_norm: 2.0737 2020-07-24 11:25:35,255 - mmaction - INFO - Epoch [21][2220/3757] lr: 9.850e-02, eta: 8 days, 12:14:57, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5141, loss_cls: 3.3890, loss: 3.3890, grad_norm: 2.0545 2020-07-24 11:25:51,027 - mmaction - INFO - Epoch [21][2240/3757] lr: 9.850e-02, eta: 8 days, 12:14:31, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5367, loss_cls: 3.2836, loss: 3.2836, grad_norm: 2.1505 2020-07-24 11:26:06,778 - mmaction - INFO - Epoch [21][2260/3757] lr: 9.850e-02, eta: 8 days, 12:14:04, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2609, top5_acc: 0.5312, loss_cls: 3.3437, loss: 3.3437, grad_norm: 2.1302 2020-07-24 11:26:22,537 - mmaction - INFO - Epoch [21][2280/3757] lr: 9.850e-02, eta: 8 days, 12:13:38, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3016, top5_acc: 0.5492, loss_cls: 3.2889, loss: 3.2889, grad_norm: 2.0577 2020-07-24 11:26:38,305 - mmaction - INFO - Epoch [21][2300/3757] lr: 9.850e-02, eta: 8 days, 12:13:11, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5180, loss_cls: 3.4220, loss: 3.4220, grad_norm: 2.0523 2020-07-24 11:26:54,210 - mmaction - INFO - Epoch [21][2320/3757] lr: 9.850e-02, eta: 8 days, 12:12:46, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.2945, top5_acc: 0.5531, loss_cls: 3.2877, loss: 3.2877, grad_norm: 2.0549 2020-07-24 11:27:09,952 - mmaction - INFO - Epoch [21][2340/3757] lr: 9.850e-02, eta: 8 days, 12:12:19, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5102, loss_cls: 3.4316, loss: 3.4316, grad_norm: 2.0951 2020-07-24 11:27:25,685 - mmaction - INFO - Epoch [21][2360/3757] lr: 9.850e-02, eta: 8 days, 12:11:53, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5266, loss_cls: 3.2856, loss: 3.2856, grad_norm: 2.0287 2020-07-24 11:27:41,530 - mmaction - INFO - Epoch [21][2380/3757] lr: 9.850e-02, eta: 8 days, 12:11:27, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5578, loss_cls: 3.2469, loss: 3.2469, grad_norm: 2.1064 2020-07-24 11:27:57,331 - mmaction - INFO - Epoch [21][2400/3757] lr: 9.850e-02, eta: 8 days, 12:11:01, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2945, top5_acc: 0.5625, loss_cls: 3.2648, loss: 3.2648, grad_norm: 2.0989 2020-07-24 11:28:13,184 - mmaction - INFO - Epoch [21][2420/3757] lr: 9.850e-02, eta: 8 days, 12:10:36, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5563, loss_cls: 3.2605, loss: 3.2605, grad_norm: 2.0281 2020-07-24 11:28:28,999 - mmaction - INFO - Epoch [21][2440/3757] lr: 9.850e-02, eta: 8 days, 12:10:10, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5344, loss_cls: 3.3575, loss: 3.3575, grad_norm: 2.0983 2020-07-24 11:28:44,691 - mmaction - INFO - Epoch [21][2460/3757] lr: 9.850e-02, eta: 8 days, 12:09:42, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5117, loss_cls: 3.3928, loss: 3.3928, grad_norm: 2.0395 2020-07-24 11:29:00,518 - mmaction - INFO - Epoch [21][2480/3757] lr: 9.850e-02, eta: 8 days, 12:09:17, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2570, top5_acc: 0.5172, loss_cls: 3.4384, loss: 3.4384, grad_norm: 2.0743 2020-07-24 11:29:16,317 - mmaction - INFO - Epoch [21][2500/3757] lr: 9.850e-02, eta: 8 days, 12:08:51, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5188, loss_cls: 3.3598, loss: 3.3598, grad_norm: 2.0179 2020-07-24 11:29:32,084 - mmaction - INFO - Epoch [21][2520/3757] lr: 9.850e-02, eta: 8 days, 12:08:24, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5328, loss_cls: 3.3662, loss: 3.3662, grad_norm: 2.0124 2020-07-24 11:29:47,949 - mmaction - INFO - Epoch [21][2540/3757] lr: 9.850e-02, eta: 8 days, 12:07:59, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5484, loss_cls: 3.2463, loss: 3.2463, grad_norm: 2.0837 2020-07-24 11:30:03,767 - mmaction - INFO - Epoch [21][2560/3757] lr: 9.850e-02, eta: 8 days, 12:07:33, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5062, loss_cls: 3.4524, loss: 3.4524, grad_norm: 2.0111 2020-07-24 11:30:19,455 - mmaction - INFO - Epoch [21][2580/3757] lr: 9.850e-02, eta: 8 days, 12:07:06, time: 0.785, data_time: 0.002, memory: 6201, top1_acc: 0.3000, top5_acc: 0.5531, loss_cls: 3.2732, loss: 3.2732, grad_norm: 2.0156 2020-07-24 11:30:35,185 - mmaction - INFO - Epoch [21][2600/3757] lr: 9.850e-02, eta: 8 days, 12:06:39, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5352, loss_cls: 3.3431, loss: 3.3431, grad_norm: 2.0476 2020-07-24 11:30:50,968 - mmaction - INFO - Epoch [21][2620/3757] lr: 9.850e-02, eta: 8 days, 12:06:13, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5422, loss_cls: 3.2854, loss: 3.2854, grad_norm: 2.0250 2020-07-24 11:31:06,753 - mmaction - INFO - Epoch [21][2640/3757] lr: 9.850e-02, eta: 8 days, 12:05:47, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5375, loss_cls: 3.4192, loss: 3.4192, grad_norm: 2.1608 2020-07-24 11:31:22,560 - mmaction - INFO - Epoch [21][2660/3757] lr: 9.850e-02, eta: 8 days, 12:05:21, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5328, loss_cls: 3.2797, loss: 3.2797, grad_norm: 2.0415 2020-07-24 11:31:38,325 - mmaction - INFO - Epoch [21][2680/3757] lr: 9.850e-02, eta: 8 days, 12:04:55, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5359, loss_cls: 3.3444, loss: 3.3444, grad_norm: 2.1204 2020-07-24 11:31:54,158 - mmaction - INFO - Epoch [21][2700/3757] lr: 9.850e-02, eta: 8 days, 12:04:29, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5352, loss_cls: 3.3697, loss: 3.3697, grad_norm: 2.0598 2020-07-24 11:32:09,909 - mmaction - INFO - Epoch [21][2720/3757] lr: 9.850e-02, eta: 8 days, 12:04:03, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5258, loss_cls: 3.3133, loss: 3.3133, grad_norm: 2.0376 2020-07-24 11:32:25,662 - mmaction - INFO - Epoch [21][2740/3757] lr: 9.850e-02, eta: 8 days, 12:03:36, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5312, loss_cls: 3.3217, loss: 3.3217, grad_norm: 1.9976 2020-07-24 11:32:41,453 - mmaction - INFO - Epoch [21][2760/3757] lr: 9.850e-02, eta: 8 days, 12:03:10, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5180, loss_cls: 3.3827, loss: 3.3827, grad_norm: 2.0300 2020-07-24 11:32:57,254 - mmaction - INFO - Epoch [21][2780/3757] lr: 9.850e-02, eta: 8 days, 12:02:44, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5141, loss_cls: 3.3863, loss: 3.3863, grad_norm: 2.0566 2020-07-24 11:33:13,129 - mmaction - INFO - Epoch [21][2800/3757] lr: 9.850e-02, eta: 8 days, 12:02:19, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.3039, top5_acc: 0.5492, loss_cls: 3.2996, loss: 3.2996, grad_norm: 2.0847 2020-07-24 11:33:28,906 - mmaction - INFO - Epoch [21][2820/3757] lr: 9.850e-02, eta: 8 days, 12:01:53, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5445, loss_cls: 3.3420, loss: 3.3420, grad_norm: 2.0252 2020-07-24 11:33:44,644 - mmaction - INFO - Epoch [21][2840/3757] lr: 9.850e-02, eta: 8 days, 12:01:26, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5539, loss_cls: 3.2598, loss: 3.2598, grad_norm: 1.9948 2020-07-24 11:34:00,468 - mmaction - INFO - Epoch [21][2860/3757] lr: 9.850e-02, eta: 8 days, 12:01:01, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5500, loss_cls: 3.3139, loss: 3.3139, grad_norm: 2.0776 2020-07-24 11:34:16,141 - mmaction - INFO - Epoch [21][2880/3757] lr: 9.850e-02, eta: 8 days, 12:00:33, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2977, top5_acc: 0.5320, loss_cls: 3.3522, loss: 3.3522, grad_norm: 2.0570 2020-07-24 11:34:31,922 - mmaction - INFO - Epoch [21][2900/3757] lr: 9.850e-02, eta: 8 days, 12:00:07, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5625, loss_cls: 3.2304, loss: 3.2304, grad_norm: 2.0390 2020-07-24 11:34:47,701 - mmaction - INFO - Epoch [21][2920/3757] lr: 9.850e-02, eta: 8 days, 11:59:41, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5242, loss_cls: 3.3808, loss: 3.3808, grad_norm: 2.0540 2020-07-24 11:35:03,484 - mmaction - INFO - Epoch [21][2940/3757] lr: 9.850e-02, eta: 8 days, 11:59:15, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5398, loss_cls: 3.2596, loss: 3.2596, grad_norm: 2.1121 2020-07-24 11:35:19,225 - mmaction - INFO - Epoch [21][2960/3757] lr: 9.850e-02, eta: 8 days, 11:58:48, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5148, loss_cls: 3.4161, loss: 3.4161, grad_norm: 2.0956 2020-07-24 11:35:34,962 - mmaction - INFO - Epoch [21][2980/3757] lr: 9.850e-02, eta: 8 days, 11:58:22, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5352, loss_cls: 3.3419, loss: 3.3419, grad_norm: 2.0503 2020-07-24 11:35:50,765 - mmaction - INFO - Epoch [21][3000/3757] lr: 9.850e-02, eta: 8 days, 11:57:56, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2945, top5_acc: 0.5312, loss_cls: 3.2985, loss: 3.2985, grad_norm: 2.0698 2020-07-24 11:36:06,659 - mmaction - INFO - Epoch [21][3020/3757] lr: 9.850e-02, eta: 8 days, 11:57:31, time: 0.795, data_time: 0.003, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5289, loss_cls: 3.3265, loss: 3.3265, grad_norm: 2.0066 2020-07-24 11:36:22,359 - mmaction - INFO - Epoch [21][3040/3757] lr: 9.850e-02, eta: 8 days, 11:57:04, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5445, loss_cls: 3.3436, loss: 3.3436, grad_norm: 2.1239 2020-07-24 11:36:38,148 - mmaction - INFO - Epoch [21][3060/3757] lr: 9.850e-02, eta: 8 days, 11:56:38, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5070, loss_cls: 3.4597, loss: 3.4597, grad_norm: 2.0889 2020-07-24 11:36:53,919 - mmaction - INFO - Epoch [21][3080/3757] lr: 9.850e-02, eta: 8 days, 11:56:12, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5211, loss_cls: 3.3454, loss: 3.3454, grad_norm: 2.0424 2020-07-24 11:37:09,711 - mmaction - INFO - Epoch [21][3100/3757] lr: 9.850e-02, eta: 8 days, 11:55:46, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5352, loss_cls: 3.3023, loss: 3.3023, grad_norm: 2.0670 2020-07-24 11:37:25,460 - mmaction - INFO - Epoch [21][3120/3757] lr: 9.850e-02, eta: 8 days, 11:55:19, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5234, loss_cls: 3.3380, loss: 3.3380, grad_norm: 1.9956 2020-07-24 11:37:41,214 - mmaction - INFO - Epoch [21][3140/3757] lr: 9.850e-02, eta: 8 days, 11:54:53, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5117, loss_cls: 3.4306, loss: 3.4306, grad_norm: 2.0644 2020-07-24 11:37:56,964 - mmaction - INFO - Epoch [21][3160/3757] lr: 9.850e-02, eta: 8 days, 11:54:27, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5281, loss_cls: 3.3803, loss: 3.3803, grad_norm: 2.0328 2020-07-24 11:38:12,875 - mmaction - INFO - Epoch [21][3180/3757] lr: 9.850e-02, eta: 8 days, 11:54:02, time: 0.795, data_time: 0.003, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5266, loss_cls: 3.3510, loss: 3.3510, grad_norm: 2.0399 2020-07-24 11:38:28,644 - mmaction - INFO - Epoch [21][3200/3757] lr: 9.850e-02, eta: 8 days, 11:53:36, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5266, loss_cls: 3.3708, loss: 3.3708, grad_norm: 1.9822 2020-07-24 11:38:44,440 - mmaction - INFO - Epoch [21][3220/3757] lr: 9.850e-02, eta: 8 days, 11:53:10, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5234, loss_cls: 3.3616, loss: 3.3616, grad_norm: 2.0694 2020-07-24 11:39:00,220 - mmaction - INFO - Epoch [21][3240/3757] lr: 9.850e-02, eta: 8 days, 11:52:44, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2984, top5_acc: 0.5477, loss_cls: 3.2660, loss: 3.2660, grad_norm: 2.0579 2020-07-24 11:39:16,072 - mmaction - INFO - Epoch [21][3260/3757] lr: 9.850e-02, eta: 8 days, 11:52:19, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5281, loss_cls: 3.3333, loss: 3.3333, grad_norm: 2.0422 2020-07-24 11:39:31,848 - mmaction - INFO - Epoch [21][3280/3757] lr: 9.850e-02, eta: 8 days, 11:51:53, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2992, top5_acc: 0.5492, loss_cls: 3.2404, loss: 3.2404, grad_norm: 2.0362 2020-07-24 11:39:47,691 - mmaction - INFO - Epoch [21][3300/3757] lr: 9.850e-02, eta: 8 days, 11:51:27, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.3102, top5_acc: 0.5523, loss_cls: 3.2317, loss: 3.2317, grad_norm: 2.0476 2020-07-24 11:40:03,573 - mmaction - INFO - Epoch [21][3320/3757] lr: 9.850e-02, eta: 8 days, 11:51:02, time: 0.795, data_time: 0.004, memory: 6201, top1_acc: 0.3148, top5_acc: 0.5750, loss_cls: 3.1924, loss: 3.1924, grad_norm: 2.0795 2020-07-24 11:40:19,301 - mmaction - INFO - Epoch [21][3340/3757] lr: 9.850e-02, eta: 8 days, 11:50:36, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5164, loss_cls: 3.4048, loss: 3.4048, grad_norm: 2.0942 2020-07-24 11:40:35,068 - mmaction - INFO - Epoch [21][3360/3757] lr: 9.850e-02, eta: 8 days, 11:50:10, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5203, loss_cls: 3.4597, loss: 3.4597, grad_norm: 2.1394 2020-07-24 11:40:50,872 - mmaction - INFO - Epoch [21][3380/3757] lr: 9.850e-02, eta: 8 days, 11:49:44, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5422, loss_cls: 3.3608, loss: 3.3608, grad_norm: 2.0736 2020-07-24 11:41:06,638 - mmaction - INFO - Epoch [21][3400/3757] lr: 9.850e-02, eta: 8 days, 11:49:18, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2977, top5_acc: 0.5328, loss_cls: 3.3200, loss: 3.3200, grad_norm: 2.0632 2020-07-24 11:41:22,561 - mmaction - INFO - Epoch [21][3420/3757] lr: 9.850e-02, eta: 8 days, 11:48:53, time: 0.795, data_time: 0.003, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5414, loss_cls: 3.3368, loss: 3.3368, grad_norm: 2.0369 2020-07-24 11:41:38,343 - mmaction - INFO - Epoch [21][3440/3757] lr: 9.850e-02, eta: 8 days, 11:48:27, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5516, loss_cls: 3.2779, loss: 3.2779, grad_norm: 2.0781 2020-07-24 11:41:54,150 - mmaction - INFO - Epoch [21][3460/3757] lr: 9.850e-02, eta: 8 days, 11:48:02, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5242, loss_cls: 3.3917, loss: 3.3917, grad_norm: 2.0953 2020-07-24 11:42:09,956 - mmaction - INFO - Epoch [21][3480/3757] lr: 9.850e-02, eta: 8 days, 11:47:36, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5375, loss_cls: 3.3257, loss: 3.3257, grad_norm: 2.0192 2020-07-24 11:42:25,790 - mmaction - INFO - Epoch [21][3500/3757] lr: 9.850e-02, eta: 8 days, 11:47:10, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5273, loss_cls: 3.3090, loss: 3.3090, grad_norm: 2.0718 2020-07-24 11:42:41,632 - mmaction - INFO - Epoch [21][3520/3757] lr: 9.850e-02, eta: 8 days, 11:46:45, time: 0.794, data_time: 0.005, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5336, loss_cls: 3.3338, loss: 3.3338, grad_norm: 2.0669 2020-07-24 11:42:57,423 - mmaction - INFO - Epoch [21][3540/3757] lr: 9.850e-02, eta: 8 days, 11:46:19, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5242, loss_cls: 3.3873, loss: 3.3873, grad_norm: 2.0109 2020-07-24 11:43:13,216 - mmaction - INFO - Epoch [21][3560/3757] lr: 9.850e-02, eta: 8 days, 11:45:54, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2992, top5_acc: 0.5391, loss_cls: 3.2735, loss: 3.2735, grad_norm: 2.0321 2020-07-24 11:43:28,962 - mmaction - INFO - Epoch [21][3580/3757] lr: 9.850e-02, eta: 8 days, 11:45:27, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5445, loss_cls: 3.3191, loss: 3.3191, grad_norm: 2.0727 2020-07-24 11:43:44,752 - mmaction - INFO - Epoch [21][3600/3757] lr: 9.850e-02, eta: 8 days, 11:45:01, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2984, top5_acc: 0.5352, loss_cls: 3.2694, loss: 3.2694, grad_norm: 2.0805 2020-07-24 11:44:00,591 - mmaction - INFO - Epoch [21][3620/3757] lr: 9.850e-02, eta: 8 days, 11:44:36, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5258, loss_cls: 3.3830, loss: 3.3830, grad_norm: 2.0811 2020-07-24 11:44:16,379 - mmaction - INFO - Epoch [21][3640/3757] lr: 9.850e-02, eta: 8 days, 11:44:10, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5453, loss_cls: 3.3132, loss: 3.3132, grad_norm: 2.0295 2020-07-24 11:44:32,170 - mmaction - INFO - Epoch [21][3660/3757] lr: 9.850e-02, eta: 8 days, 11:43:44, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5406, loss_cls: 3.3126, loss: 3.3126, grad_norm: 2.1035 2020-07-24 11:44:47,946 - mmaction - INFO - Epoch [21][3680/3757] lr: 9.850e-02, eta: 8 days, 11:43:18, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5469, loss_cls: 3.2990, loss: 3.2990, grad_norm: 2.0090 2020-07-24 11:45:03,727 - mmaction - INFO - Epoch [21][3700/3757] lr: 9.850e-02, eta: 8 days, 11:42:52, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5297, loss_cls: 3.3230, loss: 3.3230, grad_norm: 2.0736 2020-07-24 11:45:19,428 - mmaction - INFO - Epoch [21][3720/3757] lr: 9.850e-02, eta: 8 days, 11:42:26, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5437, loss_cls: 3.3020, loss: 3.3020, grad_norm: 2.0750 2020-07-24 11:45:35,203 - mmaction - INFO - Epoch [21][3740/3757] lr: 9.850e-02, eta: 8 days, 11:42:00, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5406, loss_cls: 3.3599, loss: 3.3599, grad_norm: 2.0821 2020-07-24 11:48:47,792 - mmaction - INFO - Epoch [22][20/3757] lr: 9.835e-02, eta: 8 days, 12:07:59, time: 8.640, data_time: 7.762, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5633, loss_cls: 3.2177, loss: 3.2177, grad_norm: 2.0661 2020-07-24 11:49:03,537 - mmaction - INFO - Epoch [22][40/3757] lr: 9.835e-02, eta: 8 days, 12:07:32, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5422, loss_cls: 3.2865, loss: 3.2865, grad_norm: 2.1043 2020-07-24 11:49:19,326 - mmaction - INFO - Epoch [22][60/3757] lr: 9.835e-02, eta: 8 days, 12:07:06, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5297, loss_cls: 3.2839, loss: 3.2839, grad_norm: 1.9814 2020-07-24 11:49:35,153 - mmaction - INFO - Epoch [22][80/3757] lr: 9.835e-02, eta: 8 days, 12:06:40, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.3078, top5_acc: 0.5641, loss_cls: 3.1891, loss: 3.1891, grad_norm: 2.0041 2020-07-24 11:49:50,934 - mmaction - INFO - Epoch [22][100/3757] lr: 9.835e-02, eta: 8 days, 12:06:13, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3078, top5_acc: 0.5547, loss_cls: 3.2547, loss: 3.2547, grad_norm: 2.0812 2020-07-24 11:50:06,788 - mmaction - INFO - Epoch [22][120/3757] lr: 9.835e-02, eta: 8 days, 12:05:48, time: 0.794, data_time: 0.005, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5469, loss_cls: 3.2369, loss: 3.2369, grad_norm: 2.0465 2020-07-24 11:50:22,539 - mmaction - INFO - Epoch [22][140/3757] lr: 9.835e-02, eta: 8 days, 12:05:21, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.3063, top5_acc: 0.5516, loss_cls: 3.3208, loss: 3.3208, grad_norm: 2.0734 2020-07-24 11:50:38,385 - mmaction - INFO - Epoch [22][160/3757] lr: 9.835e-02, eta: 8 days, 12:04:55, time: 0.791, data_time: 0.002, memory: 6201, top1_acc: 0.3094, top5_acc: 0.5555, loss_cls: 3.2174, loss: 3.2174, grad_norm: 2.0668 2020-07-24 11:50:54,104 - mmaction - INFO - Epoch [22][180/3757] lr: 9.835e-02, eta: 8 days, 12:04:29, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5352, loss_cls: 3.2593, loss: 3.2593, grad_norm: 2.1077 2020-07-24 11:51:09,842 - mmaction - INFO - Epoch [22][200/3757] lr: 9.835e-02, eta: 8 days, 12:04:02, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5477, loss_cls: 3.3120, loss: 3.3120, grad_norm: 2.1424 2020-07-24 11:51:25,623 - mmaction - INFO - Epoch [22][220/3757] lr: 9.835e-02, eta: 8 days, 12:03:35, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5344, loss_cls: 3.3064, loss: 3.3064, grad_norm: 2.0929 2020-07-24 11:51:41,392 - mmaction - INFO - Epoch [22][240/3757] lr: 9.835e-02, eta: 8 days, 12:03:09, time: 0.791, data_time: 0.005, memory: 6201, top1_acc: 0.3047, top5_acc: 0.5758, loss_cls: 3.1899, loss: 3.1899, grad_norm: 2.0959 2020-07-24 11:51:57,194 - mmaction - INFO - Epoch [22][260/3757] lr: 9.835e-02, eta: 8 days, 12:02:43, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5250, loss_cls: 3.3499, loss: 3.3499, grad_norm: 2.1304 2020-07-24 11:52:12,855 - mmaction - INFO - Epoch [22][280/3757] lr: 9.835e-02, eta: 8 days, 12:02:16, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.3086, top5_acc: 0.5461, loss_cls: 3.2362, loss: 3.2362, grad_norm: 2.0848 2020-07-24 11:52:28,689 - mmaction - INFO - Epoch [22][300/3757] lr: 9.835e-02, eta: 8 days, 12:01:50, time: 0.791, data_time: 0.002, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5055, loss_cls: 3.3969, loss: 3.3969, grad_norm: 2.1121 2020-07-24 11:52:44,504 - mmaction - INFO - Epoch [22][320/3757] lr: 9.835e-02, eta: 8 days, 12:01:24, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5539, loss_cls: 3.2866, loss: 3.2866, grad_norm: 2.0809 2020-07-24 11:53:00,282 - mmaction - INFO - Epoch [22][340/3757] lr: 9.835e-02, eta: 8 days, 12:00:58, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3008, top5_acc: 0.5516, loss_cls: 3.2877, loss: 3.2877, grad_norm: 2.0511 2020-07-24 11:53:16,050 - mmaction - INFO - Epoch [22][360/3757] lr: 9.835e-02, eta: 8 days, 12:00:31, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5516, loss_cls: 3.2687, loss: 3.2687, grad_norm: 2.1558 2020-07-24 11:53:31,776 - mmaction - INFO - Epoch [22][380/3757] lr: 9.835e-02, eta: 8 days, 12:00:04, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5383, loss_cls: 3.3214, loss: 3.3214, grad_norm: 2.0818 2020-07-24 11:53:47,699 - mmaction - INFO - Epoch [22][400/3757] lr: 9.835e-02, eta: 8 days, 11:59:40, time: 0.796, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5258, loss_cls: 3.3331, loss: 3.3331, grad_norm: 2.1158 2020-07-24 11:54:03,448 - mmaction - INFO - Epoch [22][420/3757] lr: 9.835e-02, eta: 8 days, 11:59:13, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5453, loss_cls: 3.3191, loss: 3.3191, grad_norm: 2.0834 2020-07-24 11:54:19,243 - mmaction - INFO - Epoch [22][440/3757] lr: 9.835e-02, eta: 8 days, 11:58:47, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5172, loss_cls: 3.4298, loss: 3.4298, grad_norm: 2.0994 2020-07-24 11:54:35,020 - mmaction - INFO - Epoch [22][460/3757] lr: 9.835e-02, eta: 8 days, 11:58:21, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5227, loss_cls: 3.3158, loss: 3.3158, grad_norm: 2.0256 2020-07-24 11:54:50,794 - mmaction - INFO - Epoch [22][480/3757] lr: 9.835e-02, eta: 8 days, 11:57:54, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5250, loss_cls: 3.2785, loss: 3.2785, grad_norm: 1.9770 2020-07-24 11:55:06,535 - mmaction - INFO - Epoch [22][500/3757] lr: 9.835e-02, eta: 8 days, 11:57:28, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5422, loss_cls: 3.3499, loss: 3.3499, grad_norm: 2.0680 2020-07-24 11:55:22,254 - mmaction - INFO - Epoch [22][520/3757] lr: 9.835e-02, eta: 8 days, 11:57:01, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.3156, top5_acc: 0.5773, loss_cls: 3.1853, loss: 3.1853, grad_norm: 2.0755 2020-07-24 11:55:38,004 - mmaction - INFO - Epoch [22][540/3757] lr: 9.835e-02, eta: 8 days, 11:56:34, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5328, loss_cls: 3.3535, loss: 3.3535, grad_norm: 2.0877 2020-07-24 11:55:53,764 - mmaction - INFO - Epoch [22][560/3757] lr: 9.835e-02, eta: 8 days, 11:56:08, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5578, loss_cls: 3.2703, loss: 3.2703, grad_norm: 2.0768 2020-07-24 11:56:09,562 - mmaction - INFO - Epoch [22][580/3757] lr: 9.835e-02, eta: 8 days, 11:55:42, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5406, loss_cls: 3.2888, loss: 3.2888, grad_norm: 2.1090 2020-07-24 11:56:25,303 - mmaction - INFO - Epoch [22][600/3757] lr: 9.835e-02, eta: 8 days, 11:55:15, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5195, loss_cls: 3.3530, loss: 3.3530, grad_norm: 2.0596 2020-07-24 11:56:41,092 - mmaction - INFO - Epoch [22][620/3757] lr: 9.835e-02, eta: 8 days, 11:54:49, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5594, loss_cls: 3.2518, loss: 3.2518, grad_norm: 2.0579 2020-07-24 11:56:56,804 - mmaction - INFO - Epoch [22][640/3757] lr: 9.835e-02, eta: 8 days, 11:54:22, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5211, loss_cls: 3.3511, loss: 3.3511, grad_norm: 2.0942 2020-07-24 11:57:12,635 - mmaction - INFO - Epoch [22][660/3757] lr: 9.835e-02, eta: 8 days, 11:53:57, time: 0.791, data_time: 0.002, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5359, loss_cls: 3.3076, loss: 3.3076, grad_norm: 2.0540 2020-07-24 11:57:28,398 - mmaction - INFO - Epoch [22][680/3757] lr: 9.835e-02, eta: 8 days, 11:53:30, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5141, loss_cls: 3.4170, loss: 3.4170, grad_norm: 2.0810 2020-07-24 11:57:44,181 - mmaction - INFO - Epoch [22][700/3757] lr: 9.835e-02, eta: 8 days, 11:53:04, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5406, loss_cls: 3.2949, loss: 3.2949, grad_norm: 2.0541 2020-07-24 11:57:59,929 - mmaction - INFO - Epoch [22][720/3757] lr: 9.835e-02, eta: 8 days, 11:52:38, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.2792, loss: 3.2792, grad_norm: 2.0794 2020-07-24 11:58:15,718 - mmaction - INFO - Epoch [22][740/3757] lr: 9.835e-02, eta: 8 days, 11:52:12, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5352, loss_cls: 3.3302, loss: 3.3302, grad_norm: 2.0724 2020-07-24 11:58:31,520 - mmaction - INFO - Epoch [22][760/3757] lr: 9.835e-02, eta: 8 days, 11:51:46, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5359, loss_cls: 3.2764, loss: 3.2764, grad_norm: 2.1009 2020-07-24 11:58:47,297 - mmaction - INFO - Epoch [22][780/3757] lr: 9.835e-02, eta: 8 days, 11:51:19, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3078, top5_acc: 0.5430, loss_cls: 3.3028, loss: 3.3028, grad_norm: 2.1328 2020-07-24 11:59:03,048 - mmaction - INFO - Epoch [22][800/3757] lr: 9.835e-02, eta: 8 days, 11:50:53, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.3047, top5_acc: 0.5484, loss_cls: 3.2825, loss: 3.2825, grad_norm: 2.0291 2020-07-24 11:59:18,804 - mmaction - INFO - Epoch [22][820/3757] lr: 9.835e-02, eta: 8 days, 11:50:27, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5406, loss_cls: 3.2890, loss: 3.2890, grad_norm: 2.0708 2020-07-24 11:59:34,645 - mmaction - INFO - Epoch [22][840/3757] lr: 9.835e-02, eta: 8 days, 11:50:01, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2500, top5_acc: 0.5039, loss_cls: 3.4524, loss: 3.4524, grad_norm: 2.1049 2020-07-24 11:59:50,431 - mmaction - INFO - Epoch [22][860/3757] lr: 9.835e-02, eta: 8 days, 11:49:35, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5234, loss_cls: 3.4130, loss: 3.4130, grad_norm: 2.0551 2020-07-24 12:00:10,583 - mmaction - INFO - Epoch [22][880/3757] lr: 9.835e-02, eta: 8 days, 11:49:57, time: 1.006, data_time: 0.006, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.2400, loss: 3.2400, grad_norm: 1.9757 2020-07-24 12:00:26,403 - mmaction - INFO - Epoch [22][900/3757] lr: 9.835e-02, eta: 8 days, 11:49:31, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5352, loss_cls: 3.3149, loss: 3.3149, grad_norm: 2.1611 2020-07-24 12:00:42,178 - mmaction - INFO - Epoch [22][920/3757] lr: 9.835e-02, eta: 8 days, 11:49:05, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3078, top5_acc: 0.5539, loss_cls: 3.2492, loss: 3.2492, grad_norm: 2.1017 2020-07-24 12:00:57,977 - mmaction - INFO - Epoch [22][940/3757] lr: 9.835e-02, eta: 8 days, 11:48:39, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5523, loss_cls: 3.2839, loss: 3.2839, grad_norm: 2.0854 2020-07-24 12:01:13,670 - mmaction - INFO - Epoch [22][960/3757] lr: 9.835e-02, eta: 8 days, 11:48:12, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5359, loss_cls: 3.3375, loss: 3.3375, grad_norm: 1.9988 2020-07-24 12:01:29,519 - mmaction - INFO - Epoch [22][980/3757] lr: 9.835e-02, eta: 8 days, 11:47:47, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5508, loss_cls: 3.2686, loss: 3.2686, grad_norm: 2.0887 2020-07-24 12:01:45,250 - mmaction - INFO - Epoch [22][1000/3757] lr: 9.835e-02, eta: 8 days, 11:47:20, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5266, loss_cls: 3.3809, loss: 3.3809, grad_norm: 2.0921 2020-07-24 12:02:01,092 - mmaction - INFO - Epoch [22][1020/3757] lr: 9.835e-02, eta: 8 days, 11:46:55, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5320, loss_cls: 3.2752, loss: 3.2752, grad_norm: 2.0634 2020-07-24 12:02:16,850 - mmaction - INFO - Epoch [22][1040/3757] lr: 9.835e-02, eta: 8 days, 11:46:29, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5289, loss_cls: 3.3261, loss: 3.3261, grad_norm: 2.0882 2020-07-24 12:02:32,609 - mmaction - INFO - Epoch [22][1060/3757] lr: 9.835e-02, eta: 8 days, 11:46:02, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3000, top5_acc: 0.5469, loss_cls: 3.2780, loss: 3.2780, grad_norm: 2.0532 2020-07-24 12:02:48,409 - mmaction - INFO - Epoch [22][1080/3757] lr: 9.835e-02, eta: 8 days, 11:45:36, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5523, loss_cls: 3.2598, loss: 3.2598, grad_norm: 2.0990 2020-07-24 12:03:04,256 - mmaction - INFO - Epoch [22][1100/3757] lr: 9.835e-02, eta: 8 days, 11:45:11, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5211, loss_cls: 3.3680, loss: 3.3680, grad_norm: 2.1653 2020-07-24 12:03:20,003 - mmaction - INFO - Epoch [22][1120/3757] lr: 9.835e-02, eta: 8 days, 11:44:45, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3078, top5_acc: 0.5445, loss_cls: 3.2391, loss: 3.2391, grad_norm: 2.0770 2020-07-24 12:03:35,753 - mmaction - INFO - Epoch [22][1140/3757] lr: 9.835e-02, eta: 8 days, 11:44:18, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5312, loss_cls: 3.3459, loss: 3.3459, grad_norm: 2.1057 2020-07-24 12:03:51,672 - mmaction - INFO - Epoch [22][1160/3757] lr: 9.835e-02, eta: 8 days, 11:43:53, time: 0.795, data_time: 0.004, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5234, loss_cls: 3.4004, loss: 3.4004, grad_norm: 2.0430 2020-07-24 12:04:07,388 - mmaction - INFO - Epoch [22][1180/3757] lr: 9.835e-02, eta: 8 days, 11:43:27, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.3055, top5_acc: 0.5305, loss_cls: 3.2607, loss: 3.2607, grad_norm: 2.0486 2020-07-24 12:04:23,187 - mmaction - INFO - Epoch [22][1200/3757] lr: 9.835e-02, eta: 8 days, 11:43:01, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5500, loss_cls: 3.2817, loss: 3.2817, grad_norm: 2.0565 2020-07-24 12:04:39,003 - mmaction - INFO - Epoch [22][1220/3757] lr: 9.835e-02, eta: 8 days, 11:42:35, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5281, loss_cls: 3.3272, loss: 3.3272, grad_norm: 2.0724 2020-07-24 12:04:54,840 - mmaction - INFO - Epoch [22][1240/3757] lr: 9.835e-02, eta: 8 days, 11:42:10, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5367, loss_cls: 3.3372, loss: 3.3372, grad_norm: 2.0671 2020-07-24 12:05:10,619 - mmaction - INFO - Epoch [22][1260/3757] lr: 9.835e-02, eta: 8 days, 11:41:44, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5312, loss_cls: 3.3876, loss: 3.3876, grad_norm: 2.0874 2020-07-24 12:05:26,447 - mmaction - INFO - Epoch [22][1280/3757] lr: 9.835e-02, eta: 8 days, 11:41:18, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5367, loss_cls: 3.3645, loss: 3.3645, grad_norm: 2.0564 2020-07-24 12:05:42,157 - mmaction - INFO - Epoch [22][1300/3757] lr: 9.835e-02, eta: 8 days, 11:40:52, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5305, loss_cls: 3.2605, loss: 3.2605, grad_norm: 2.0096 2020-07-24 12:05:58,004 - mmaction - INFO - Epoch [22][1320/3757] lr: 9.835e-02, eta: 8 days, 11:40:26, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2992, top5_acc: 0.5469, loss_cls: 3.2625, loss: 3.2625, grad_norm: 2.0673 2020-07-24 12:06:13,775 - mmaction - INFO - Epoch [22][1340/3757] lr: 9.835e-02, eta: 8 days, 11:40:00, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5211, loss_cls: 3.4009, loss: 3.4009, grad_norm: 2.0860 2020-07-24 12:06:29,548 - mmaction - INFO - Epoch [22][1360/3757] lr: 9.835e-02, eta: 8 days, 11:39:34, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5266, loss_cls: 3.3015, loss: 3.3015, grad_norm: 2.0910 2020-07-24 12:06:45,337 - mmaction - INFO - Epoch [22][1380/3757] lr: 9.835e-02, eta: 8 days, 11:39:08, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3000, top5_acc: 0.5297, loss_cls: 3.3182, loss: 3.3182, grad_norm: 2.0306 2020-07-24 12:07:01,085 - mmaction - INFO - Epoch [22][1400/3757] lr: 9.835e-02, eta: 8 days, 11:38:42, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5492, loss_cls: 3.2976, loss: 3.2976, grad_norm: 2.1047 2020-07-24 12:07:16,849 - mmaction - INFO - Epoch [22][1420/3757] lr: 9.835e-02, eta: 8 days, 11:38:16, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5453, loss_cls: 3.2817, loss: 3.2817, grad_norm: 2.0710 2020-07-24 12:07:32,654 - mmaction - INFO - Epoch [22][1440/3757] lr: 9.835e-02, eta: 8 days, 11:37:50, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5422, loss_cls: 3.3896, loss: 3.3896, grad_norm: 2.1139 2020-07-24 12:07:48,392 - mmaction - INFO - Epoch [22][1460/3757] lr: 9.835e-02, eta: 8 days, 11:37:23, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5250, loss_cls: 3.4316, loss: 3.4316, grad_norm: 2.0750 2020-07-24 12:08:04,191 - mmaction - INFO - Epoch [22][1480/3757] lr: 9.835e-02, eta: 8 days, 11:36:58, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5328, loss_cls: 3.2967, loss: 3.2967, grad_norm: 2.0699 2020-07-24 12:08:19,979 - mmaction - INFO - Epoch [22][1500/3757] lr: 9.835e-02, eta: 8 days, 11:36:32, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3055, top5_acc: 0.5711, loss_cls: 3.1882, loss: 3.1882, grad_norm: 2.0425 2020-07-24 12:08:35,704 - mmaction - INFO - Epoch [22][1520/3757] lr: 9.835e-02, eta: 8 days, 11:36:05, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5273, loss_cls: 3.3923, loss: 3.3923, grad_norm: 2.0726 2020-07-24 12:08:51,495 - mmaction - INFO - Epoch [22][1540/3757] lr: 9.835e-02, eta: 8 days, 11:35:39, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.2920, loss: 3.2920, grad_norm: 2.0757 2020-07-24 12:09:07,262 - mmaction - INFO - Epoch [22][1560/3757] lr: 9.835e-02, eta: 8 days, 11:35:13, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5172, loss_cls: 3.3722, loss: 3.3722, grad_norm: 2.0315 2020-07-24 12:09:23,031 - mmaction - INFO - Epoch [22][1580/3757] lr: 9.835e-02, eta: 8 days, 11:34:47, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.3008, top5_acc: 0.5367, loss_cls: 3.2869, loss: 3.2869, grad_norm: 2.0822 2020-07-24 12:09:38,830 - mmaction - INFO - Epoch [22][1600/3757] lr: 9.835e-02, eta: 8 days, 11:34:21, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5297, loss_cls: 3.3459, loss: 3.3459, grad_norm: 2.0789 2020-07-24 12:09:54,626 - mmaction - INFO - Epoch [22][1620/3757] lr: 9.835e-02, eta: 8 days, 11:33:55, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5180, loss_cls: 3.4229, loss: 3.4229, grad_norm: 2.0276 2020-07-24 12:10:10,402 - mmaction - INFO - Epoch [22][1640/3757] lr: 9.835e-02, eta: 8 days, 11:33:30, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5367, loss_cls: 3.3433, loss: 3.3433, grad_norm: 2.0461 2020-07-24 12:10:26,186 - mmaction - INFO - Epoch [22][1660/3757] lr: 9.835e-02, eta: 8 days, 11:33:04, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2656, top5_acc: 0.5227, loss_cls: 3.4142, loss: 3.4142, grad_norm: 2.0383 2020-07-24 12:10:41,948 - mmaction - INFO - Epoch [22][1680/3757] lr: 9.835e-02, eta: 8 days, 11:32:37, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5273, loss_cls: 3.3969, loss: 3.3969, grad_norm: 2.0219 2020-07-24 12:10:57,722 - mmaction - INFO - Epoch [22][1700/3757] lr: 9.835e-02, eta: 8 days, 11:32:12, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5344, loss_cls: 3.3829, loss: 3.3829, grad_norm: 2.0913 2020-07-24 12:11:13,556 - mmaction - INFO - Epoch [22][1720/3757] lr: 9.835e-02, eta: 8 days, 11:31:46, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5633, loss_cls: 3.2575, loss: 3.2575, grad_norm: 2.1161 2020-07-24 12:11:29,325 - mmaction - INFO - Epoch [22][1740/3757] lr: 9.835e-02, eta: 8 days, 11:31:20, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5422, loss_cls: 3.3191, loss: 3.3191, grad_norm: 2.0592 2020-07-24 12:11:45,055 - mmaction - INFO - Epoch [22][1760/3757] lr: 9.835e-02, eta: 8 days, 11:30:54, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5297, loss_cls: 3.2707, loss: 3.2707, grad_norm: 2.1008 2020-07-24 12:12:00,795 - mmaction - INFO - Epoch [22][1780/3757] lr: 9.835e-02, eta: 8 days, 11:30:27, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5453, loss_cls: 3.2921, loss: 3.2921, grad_norm: 2.0418 2020-07-24 12:12:16,594 - mmaction - INFO - Epoch [22][1800/3757] lr: 9.835e-02, eta: 8 days, 11:30:02, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5344, loss_cls: 3.3085, loss: 3.3085, grad_norm: 2.0599 2020-07-24 12:12:32,374 - mmaction - INFO - Epoch [22][1820/3757] lr: 9.835e-02, eta: 8 days, 11:29:36, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3102, top5_acc: 0.5508, loss_cls: 3.2150, loss: 3.2150, grad_norm: 2.1138 2020-07-24 12:12:48,203 - mmaction - INFO - Epoch [22][1840/3757] lr: 9.835e-02, eta: 8 days, 11:29:10, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2609, top5_acc: 0.5273, loss_cls: 3.3477, loss: 3.3477, grad_norm: 2.1443 2020-07-24 12:13:03,999 - mmaction - INFO - Epoch [22][1860/3757] lr: 9.835e-02, eta: 8 days, 11:28:45, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5344, loss_cls: 3.3634, loss: 3.3634, grad_norm: 2.1036 2020-07-24 12:13:19,731 - mmaction - INFO - Epoch [22][1880/3757] lr: 9.835e-02, eta: 8 days, 11:28:18, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2977, top5_acc: 0.5469, loss_cls: 3.3069, loss: 3.3069, grad_norm: 2.0815 2020-07-24 12:13:35,483 - mmaction - INFO - Epoch [22][1900/3757] lr: 9.835e-02, eta: 8 days, 11:27:52, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5266, loss_cls: 3.3707, loss: 3.3707, grad_norm: 2.1230 2020-07-24 12:13:51,261 - mmaction - INFO - Epoch [22][1920/3757] lr: 9.835e-02, eta: 8 days, 11:27:26, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5312, loss_cls: 3.3131, loss: 3.3131, grad_norm: 2.0567 2020-07-24 12:14:07,079 - mmaction - INFO - Epoch [22][1940/3757] lr: 9.835e-02, eta: 8 days, 11:27:01, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.2365, loss: 3.2365, grad_norm: 2.0308 2020-07-24 12:14:22,874 - mmaction - INFO - Epoch [22][1960/3757] lr: 9.835e-02, eta: 8 days, 11:26:35, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5461, loss_cls: 3.2757, loss: 3.2757, grad_norm: 2.0430 2020-07-24 12:14:38,651 - mmaction - INFO - Epoch [22][1980/3757] lr: 9.835e-02, eta: 8 days, 11:26:09, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5383, loss_cls: 3.2747, loss: 3.2747, grad_norm: 2.0678 2020-07-24 12:14:54,494 - mmaction - INFO - Epoch [22][2000/3757] lr: 9.835e-02, eta: 8 days, 11:25:44, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5352, loss_cls: 3.3479, loss: 3.3479, grad_norm: 2.0084 2020-07-24 12:15:10,299 - mmaction - INFO - Epoch [22][2020/3757] lr: 9.835e-02, eta: 8 days, 11:25:18, time: 0.792, data_time: 0.005, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5437, loss_cls: 3.2557, loss: 3.2557, grad_norm: 2.0322 2020-07-24 12:15:26,072 - mmaction - INFO - Epoch [22][2040/3757] lr: 9.835e-02, eta: 8 days, 11:24:52, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3047, top5_acc: 0.5539, loss_cls: 3.2680, loss: 3.2680, grad_norm: 2.0581 2020-07-24 12:15:41,808 - mmaction - INFO - Epoch [22][2060/3757] lr: 9.835e-02, eta: 8 days, 11:24:26, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5156, loss_cls: 3.3620, loss: 3.3620, grad_norm: 2.0701 2020-07-24 12:15:57,618 - mmaction - INFO - Epoch [22][2080/3757] lr: 9.835e-02, eta: 8 days, 11:24:00, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3078, top5_acc: 0.5563, loss_cls: 3.2469, loss: 3.2469, grad_norm: 2.0344 2020-07-24 12:16:13,442 - mmaction - INFO - Epoch [22][2100/3757] lr: 9.835e-02, eta: 8 days, 11:23:35, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5437, loss_cls: 3.3605, loss: 3.3605, grad_norm: 2.1607 2020-07-24 12:16:29,240 - mmaction - INFO - Epoch [22][2120/3757] lr: 9.835e-02, eta: 8 days, 11:23:10, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5344, loss_cls: 3.3279, loss: 3.3279, grad_norm: 2.0069 2020-07-24 12:16:45,023 - mmaction - INFO - Epoch [22][2140/3757] lr: 9.835e-02, eta: 8 days, 11:22:44, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.3086, top5_acc: 0.5750, loss_cls: 3.1638, loss: 3.1638, grad_norm: 2.0516 2020-07-24 12:17:00,764 - mmaction - INFO - Epoch [22][2160/3757] lr: 9.835e-02, eta: 8 days, 11:22:17, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5437, loss_cls: 3.3155, loss: 3.3155, grad_norm: 2.0964 2020-07-24 12:17:16,549 - mmaction - INFO - Epoch [22][2180/3757] lr: 9.835e-02, eta: 8 days, 11:21:52, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5398, loss_cls: 3.2809, loss: 3.2809, grad_norm: 2.0703 2020-07-24 12:17:32,350 - mmaction - INFO - Epoch [22][2200/3757] lr: 9.835e-02, eta: 8 days, 11:21:26, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5336, loss_cls: 3.3184, loss: 3.3184, grad_norm: 2.1049 2020-07-24 12:17:48,116 - mmaction - INFO - Epoch [22][2220/3757] lr: 9.835e-02, eta: 8 days, 11:21:00, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5406, loss_cls: 3.2765, loss: 3.2765, grad_norm: 2.0585 2020-07-24 12:18:03,883 - mmaction - INFO - Epoch [22][2240/3757] lr: 9.835e-02, eta: 8 days, 11:20:34, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5344, loss_cls: 3.2864, loss: 3.2864, grad_norm: 2.0603 2020-07-24 12:18:19,660 - mmaction - INFO - Epoch [22][2260/3757] lr: 9.835e-02, eta: 8 days, 11:20:08, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.3008, top5_acc: 0.5477, loss_cls: 3.2890, loss: 3.2890, grad_norm: 2.0805 2020-07-24 12:18:35,396 - mmaction - INFO - Epoch [22][2280/3757] lr: 9.835e-02, eta: 8 days, 11:19:42, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5336, loss_cls: 3.3435, loss: 3.3435, grad_norm: 2.0810 2020-07-24 12:18:51,213 - mmaction - INFO - Epoch [22][2300/3757] lr: 9.835e-02, eta: 8 days, 11:19:17, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5477, loss_cls: 3.3364, loss: 3.3364, grad_norm: 2.0659 2020-07-24 12:19:06,932 - mmaction - INFO - Epoch [22][2320/3757] lr: 9.835e-02, eta: 8 days, 11:18:50, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5258, loss_cls: 3.3796, loss: 3.3796, grad_norm: 2.0482 2020-07-24 12:19:22,682 - mmaction - INFO - Epoch [22][2340/3757] lr: 9.835e-02, eta: 8 days, 11:18:24, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5039, loss_cls: 3.4584, loss: 3.4584, grad_norm: 2.0597 2020-07-24 12:19:38,459 - mmaction - INFO - Epoch [22][2360/3757] lr: 9.835e-02, eta: 8 days, 11:17:58, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5273, loss_cls: 3.3212, loss: 3.3212, grad_norm: 2.0324 2020-07-24 12:19:54,239 - mmaction - INFO - Epoch [22][2380/3757] lr: 9.835e-02, eta: 8 days, 11:17:33, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3055, top5_acc: 0.5570, loss_cls: 3.2591, loss: 3.2591, grad_norm: 2.1107 2020-07-24 12:20:09,992 - mmaction - INFO - Epoch [22][2400/3757] lr: 9.835e-02, eta: 8 days, 11:17:07, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5242, loss_cls: 3.3783, loss: 3.3783, grad_norm: 2.0509 2020-07-24 12:20:25,818 - mmaction - INFO - Epoch [22][2420/3757] lr: 9.835e-02, eta: 8 days, 11:16:41, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.3016, top5_acc: 0.5461, loss_cls: 3.3257, loss: 3.3257, grad_norm: 2.0641 2020-07-24 12:20:41,622 - mmaction - INFO - Epoch [22][2440/3757] lr: 9.835e-02, eta: 8 days, 11:16:16, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3305, top5_acc: 0.5414, loss_cls: 3.2220, loss: 3.2220, grad_norm: 2.0524 2020-07-24 12:20:57,415 - mmaction - INFO - Epoch [22][2460/3757] lr: 9.835e-02, eta: 8 days, 11:15:50, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3086, top5_acc: 0.5516, loss_cls: 3.2239, loss: 3.2239, grad_norm: 2.0759 2020-07-24 12:21:13,216 - mmaction - INFO - Epoch [22][2480/3757] lr: 9.835e-02, eta: 8 days, 11:15:25, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5375, loss_cls: 3.3029, loss: 3.3029, grad_norm: 2.0704 2020-07-24 12:21:29,021 - mmaction - INFO - Epoch [22][2500/3757] lr: 9.835e-02, eta: 8 days, 11:14:59, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5328, loss_cls: 3.3414, loss: 3.3414, grad_norm: 2.0419 2020-07-24 12:21:44,807 - mmaction - INFO - Epoch [22][2520/3757] lr: 9.835e-02, eta: 8 days, 11:14:34, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5359, loss_cls: 3.3030, loss: 3.3030, grad_norm: 2.0640 2020-07-24 12:22:00,568 - mmaction - INFO - Epoch [22][2540/3757] lr: 9.835e-02, eta: 8 days, 11:14:08, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5195, loss_cls: 3.3778, loss: 3.3778, grad_norm: 2.0474 2020-07-24 12:22:16,401 - mmaction - INFO - Epoch [22][2560/3757] lr: 9.835e-02, eta: 8 days, 11:13:43, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5383, loss_cls: 3.3091, loss: 3.3091, grad_norm: 2.0208 2020-07-24 12:22:32,152 - mmaction - INFO - Epoch [22][2580/3757] lr: 9.835e-02, eta: 8 days, 11:13:17, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3219, top5_acc: 0.5648, loss_cls: 3.1735, loss: 3.1735, grad_norm: 2.0942 2020-07-24 12:22:48,035 - mmaction - INFO - Epoch [22][2600/3757] lr: 9.835e-02, eta: 8 days, 11:12:52, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5250, loss_cls: 3.3707, loss: 3.3707, grad_norm: 2.0935 2020-07-24 12:23:03,883 - mmaction - INFO - Epoch [22][2620/3757] lr: 9.835e-02, eta: 8 days, 11:12:27, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2984, top5_acc: 0.5328, loss_cls: 3.3297, loss: 3.3297, grad_norm: 2.0695 2020-07-24 12:23:19,635 - mmaction - INFO - Epoch [22][2640/3757] lr: 9.835e-02, eta: 8 days, 11:12:01, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5523, loss_cls: 3.2995, loss: 3.2995, grad_norm: 2.1032 2020-07-24 12:23:35,395 - mmaction - INFO - Epoch [22][2660/3757] lr: 9.835e-02, eta: 8 days, 11:11:35, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5242, loss_cls: 3.4060, loss: 3.4060, grad_norm: 2.0784 2020-07-24 12:23:51,186 - mmaction - INFO - Epoch [22][2680/3757] lr: 9.835e-02, eta: 8 days, 11:11:09, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2539, top5_acc: 0.5297, loss_cls: 3.3977, loss: 3.3977, grad_norm: 2.0642 2020-07-24 12:24:06,954 - mmaction - INFO - Epoch [22][2700/3757] lr: 9.835e-02, eta: 8 days, 11:10:44, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5141, loss_cls: 3.3493, loss: 3.3493, grad_norm: 2.0899 2020-07-24 12:24:22,708 - mmaction - INFO - Epoch [22][2720/3757] lr: 9.835e-02, eta: 8 days, 11:10:18, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5289, loss_cls: 3.3452, loss: 3.3452, grad_norm: 2.0781 2020-07-24 12:24:38,589 - mmaction - INFO - Epoch [22][2740/3757] lr: 9.835e-02, eta: 8 days, 11:09:53, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.3180, top5_acc: 0.5633, loss_cls: 3.1321, loss: 3.1321, grad_norm: 2.0306 2020-07-24 12:24:54,425 - mmaction - INFO - Epoch [22][2760/3757] lr: 9.835e-02, eta: 8 days, 11:09:28, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5250, loss_cls: 3.3631, loss: 3.3631, grad_norm: 2.0988 2020-07-24 12:25:10,120 - mmaction - INFO - Epoch [22][2780/3757] lr: 9.835e-02, eta: 8 days, 11:09:01, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5289, loss_cls: 3.3613, loss: 3.3613, grad_norm: 2.0398 2020-07-24 12:25:25,865 - mmaction - INFO - Epoch [22][2800/3757] lr: 9.835e-02, eta: 8 days, 11:08:35, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5312, loss_cls: 3.4137, loss: 3.4137, grad_norm: 2.0879 2020-07-24 12:25:41,672 - mmaction - INFO - Epoch [22][2820/3757] lr: 9.835e-02, eta: 8 days, 11:08:10, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2992, top5_acc: 0.5500, loss_cls: 3.2844, loss: 3.2844, grad_norm: 2.0416 2020-07-24 12:25:57,515 - mmaction - INFO - Epoch [22][2840/3757] lr: 9.835e-02, eta: 8 days, 11:07:45, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5383, loss_cls: 3.3230, loss: 3.3230, grad_norm: 2.1468 2020-07-24 12:26:13,330 - mmaction - INFO - Epoch [22][2860/3757] lr: 9.835e-02, eta: 8 days, 11:07:20, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5172, loss_cls: 3.4054, loss: 3.4054, grad_norm: 2.0855 2020-07-24 12:26:29,136 - mmaction - INFO - Epoch [22][2880/3757] lr: 9.835e-02, eta: 8 days, 11:06:54, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5180, loss_cls: 3.3646, loss: 3.3646, grad_norm: 2.0504 2020-07-24 12:26:44,956 - mmaction - INFO - Epoch [22][2900/3757] lr: 9.835e-02, eta: 8 days, 11:06:29, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5289, loss_cls: 3.2828, loss: 3.2828, grad_norm: 2.0822 2020-07-24 12:27:00,744 - mmaction - INFO - Epoch [22][2920/3757] lr: 9.835e-02, eta: 8 days, 11:06:04, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5547, loss_cls: 3.2441, loss: 3.2441, grad_norm: 2.0987 2020-07-24 12:27:16,505 - mmaction - INFO - Epoch [22][2940/3757] lr: 9.835e-02, eta: 8 days, 11:05:38, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5297, loss_cls: 3.3354, loss: 3.3354, grad_norm: 2.0595 2020-07-24 12:27:32,295 - mmaction - INFO - Epoch [22][2960/3757] lr: 9.835e-02, eta: 8 days, 11:05:12, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5297, loss_cls: 3.3307, loss: 3.3307, grad_norm: 2.0882 2020-07-24 12:27:48,062 - mmaction - INFO - Epoch [22][2980/3757] lr: 9.835e-02, eta: 8 days, 11:04:46, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5359, loss_cls: 3.3355, loss: 3.3355, grad_norm: 2.1228 2020-07-24 12:28:03,924 - mmaction - INFO - Epoch [22][3000/3757] lr: 9.835e-02, eta: 8 days, 11:04:22, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5250, loss_cls: 3.3716, loss: 3.3716, grad_norm: 2.0258 2020-07-24 12:28:19,679 - mmaction - INFO - Epoch [22][3020/3757] lr: 9.835e-02, eta: 8 days, 11:03:56, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5359, loss_cls: 3.3169, loss: 3.3169, grad_norm: 2.0551 2020-07-24 12:28:35,510 - mmaction - INFO - Epoch [22][3040/3757] lr: 9.835e-02, eta: 8 days, 11:03:31, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5320, loss_cls: 3.3087, loss: 3.3087, grad_norm: 2.0386 2020-07-24 12:28:51,238 - mmaction - INFO - Epoch [22][3060/3757] lr: 9.835e-02, eta: 8 days, 11:03:05, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5297, loss_cls: 3.3728, loss: 3.3728, grad_norm: 2.0783 2020-07-24 12:29:07,025 - mmaction - INFO - Epoch [22][3080/3757] lr: 9.835e-02, eta: 8 days, 11:02:39, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5273, loss_cls: 3.4036, loss: 3.4036, grad_norm: 2.0991 2020-07-24 12:29:22,954 - mmaction - INFO - Epoch [22][3100/3757] lr: 9.835e-02, eta: 8 days, 11:02:15, time: 0.796, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5305, loss_cls: 3.3592, loss: 3.3592, grad_norm: 2.1178 2020-07-24 12:29:38,722 - mmaction - INFO - Epoch [22][3120/3757] lr: 9.835e-02, eta: 8 days, 11:01:50, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5437, loss_cls: 3.2945, loss: 3.2945, grad_norm: 2.1186 2020-07-24 12:29:54,585 - mmaction - INFO - Epoch [22][3140/3757] lr: 9.835e-02, eta: 8 days, 11:01:25, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2977, top5_acc: 0.5156, loss_cls: 3.3376, loss: 3.3376, grad_norm: 2.0467 2020-07-24 12:30:10,366 - mmaction - INFO - Epoch [22][3160/3757] lr: 9.835e-02, eta: 8 days, 11:00:59, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5367, loss_cls: 3.3615, loss: 3.3615, grad_norm: 2.0748 2020-07-24 12:30:26,167 - mmaction - INFO - Epoch [22][3180/3757] lr: 9.835e-02, eta: 8 days, 11:00:34, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5148, loss_cls: 3.3730, loss: 3.3730, grad_norm: 2.0484 2020-07-24 12:30:41,981 - mmaction - INFO - Epoch [22][3200/3757] lr: 9.835e-02, eta: 8 days, 11:00:09, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.3039, top5_acc: 0.5609, loss_cls: 3.1516, loss: 3.1516, grad_norm: 2.0399 2020-07-24 12:30:57,733 - mmaction - INFO - Epoch [22][3220/3757] lr: 9.835e-02, eta: 8 days, 10:59:43, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5164, loss_cls: 3.3842, loss: 3.3842, grad_norm: 2.0614 2020-07-24 12:31:13,547 - mmaction - INFO - Epoch [22][3240/3757] lr: 9.835e-02, eta: 8 days, 10:59:18, time: 0.791, data_time: 0.002, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5086, loss_cls: 3.4886, loss: 3.4886, grad_norm: 2.0169 2020-07-24 12:31:29,316 - mmaction - INFO - Epoch [22][3260/3757] lr: 9.835e-02, eta: 8 days, 10:58:52, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5289, loss_cls: 3.3683, loss: 3.3683, grad_norm: 2.0669 2020-07-24 12:31:45,192 - mmaction - INFO - Epoch [22][3280/3757] lr: 9.835e-02, eta: 8 days, 10:58:27, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5547, loss_cls: 3.2793, loss: 3.2793, grad_norm: 2.1140 2020-07-24 12:32:00,879 - mmaction - INFO - Epoch [22][3300/3757] lr: 9.835e-02, eta: 8 days, 10:58:01, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5297, loss_cls: 3.3769, loss: 3.3769, grad_norm: 2.1038 2020-07-24 12:32:16,668 - mmaction - INFO - Epoch [22][3320/3757] lr: 9.835e-02, eta: 8 days, 10:57:35, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5250, loss_cls: 3.3038, loss: 3.3038, grad_norm: 2.0757 2020-07-24 12:32:32,442 - mmaction - INFO - Epoch [22][3340/3757] lr: 9.835e-02, eta: 8 days, 10:57:10, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.3349, loss: 3.3349, grad_norm: 2.0472 2020-07-24 12:32:48,131 - mmaction - INFO - Epoch [22][3360/3757] lr: 9.835e-02, eta: 8 days, 10:56:43, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5258, loss_cls: 3.3595, loss: 3.3595, grad_norm: 2.0305 2020-07-24 12:33:03,930 - mmaction - INFO - Epoch [22][3380/3757] lr: 9.835e-02, eta: 8 days, 10:56:18, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5234, loss_cls: 3.4103, loss: 3.4103, grad_norm: 2.0215 2020-07-24 12:33:19,674 - mmaction - INFO - Epoch [22][3400/3757] lr: 9.835e-02, eta: 8 days, 10:55:52, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.1978, loss: 3.1978, grad_norm: 2.0327 2020-07-24 12:33:35,459 - mmaction - INFO - Epoch [22][3420/3757] lr: 9.835e-02, eta: 8 days, 10:55:27, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5266, loss_cls: 3.3663, loss: 3.3663, grad_norm: 2.0635 2020-07-24 12:33:51,179 - mmaction - INFO - Epoch [22][3440/3757] lr: 9.835e-02, eta: 8 days, 10:55:01, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2562, top5_acc: 0.5211, loss_cls: 3.3866, loss: 3.3866, grad_norm: 2.0843 2020-07-24 12:34:07,062 - mmaction - INFO - Epoch [22][3460/3757] lr: 9.835e-02, eta: 8 days, 10:54:36, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.3031, top5_acc: 0.5641, loss_cls: 3.1945, loss: 3.1945, grad_norm: 2.0393 2020-07-24 12:34:22,863 - mmaction - INFO - Epoch [22][3480/3757] lr: 9.835e-02, eta: 8 days, 10:54:11, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5320, loss_cls: 3.3269, loss: 3.3269, grad_norm: 2.1185 2020-07-24 12:34:38,692 - mmaction - INFO - Epoch [22][3500/3757] lr: 9.835e-02, eta: 8 days, 10:53:46, time: 0.791, data_time: 0.002, memory: 6201, top1_acc: 0.3039, top5_acc: 0.5586, loss_cls: 3.2027, loss: 3.2027, grad_norm: 2.0719 2020-07-24 12:34:54,509 - mmaction - INFO - Epoch [22][3520/3757] lr: 9.835e-02, eta: 8 days, 10:53:21, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5219, loss_cls: 3.3652, loss: 3.3652, grad_norm: 2.0837 2020-07-24 12:35:10,303 - mmaction - INFO - Epoch [22][3540/3757] lr: 9.835e-02, eta: 8 days, 10:52:55, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5250, loss_cls: 3.3547, loss: 3.3547, grad_norm: 2.1348 2020-07-24 12:35:26,042 - mmaction - INFO - Epoch [22][3560/3757] lr: 9.835e-02, eta: 8 days, 10:52:30, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5273, loss_cls: 3.3245, loss: 3.3245, grad_norm: 2.0768 2020-07-24 12:35:41,867 - mmaction - INFO - Epoch [22][3580/3757] lr: 9.835e-02, eta: 8 days, 10:52:05, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5328, loss_cls: 3.3340, loss: 3.3340, grad_norm: 2.0312 2020-07-24 12:35:57,673 - mmaction - INFO - Epoch [22][3600/3757] lr: 9.835e-02, eta: 8 days, 10:51:39, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3078, top5_acc: 0.5320, loss_cls: 3.3208, loss: 3.3208, grad_norm: 2.0716 2020-07-24 12:36:13,507 - mmaction - INFO - Epoch [22][3620/3757] lr: 9.835e-02, eta: 8 days, 10:51:14, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5391, loss_cls: 3.2786, loss: 3.2786, grad_norm: 2.0498 2020-07-24 12:36:29,309 - mmaction - INFO - Epoch [22][3640/3757] lr: 9.835e-02, eta: 8 days, 10:50:49, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5484, loss_cls: 3.2544, loss: 3.2544, grad_norm: 2.0035 2020-07-24 12:36:45,078 - mmaction - INFO - Epoch [22][3660/3757] lr: 9.835e-02, eta: 8 days, 10:50:24, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5578, loss_cls: 3.2489, loss: 3.2489, grad_norm: 2.0694 2020-07-24 12:37:00,846 - mmaction - INFO - Epoch [22][3680/3757] lr: 9.835e-02, eta: 8 days, 10:49:58, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5273, loss_cls: 3.3357, loss: 3.3357, grad_norm: 2.0542 2020-07-24 12:37:16,632 - mmaction - INFO - Epoch [22][3700/3757] lr: 9.835e-02, eta: 8 days, 10:49:33, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5359, loss_cls: 3.3416, loss: 3.3416, grad_norm: 2.0807 2020-07-24 12:37:32,465 - mmaction - INFO - Epoch [22][3720/3757] lr: 9.835e-02, eta: 8 days, 10:49:08, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2945, top5_acc: 0.5312, loss_cls: 3.3069, loss: 3.3069, grad_norm: 2.0588 2020-07-24 12:37:48,269 - mmaction - INFO - Epoch [22][3740/3757] lr: 9.835e-02, eta: 8 days, 10:48:43, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5016, loss_cls: 3.3836, loss: 3.3836, grad_norm: 2.0574 2020-07-24 12:41:07,259 - mmaction - INFO - Epoch [23][20/3757] lr: 9.819e-02, eta: 8 days, 11:14:27, time: 8.945, data_time: 8.060, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5578, loss_cls: 3.2358, loss: 3.2358, grad_norm: 2.0817 2020-07-24 12:41:23,027 - mmaction - INFO - Epoch [23][40/3757] lr: 9.819e-02, eta: 8 days, 11:14:01, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5477, loss_cls: 3.2595, loss: 3.2595, grad_norm: 2.1482 2020-07-24 12:41:38,861 - mmaction - INFO - Epoch [23][60/3757] lr: 9.819e-02, eta: 8 days, 11:13:36, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.3227, top5_acc: 0.5359, loss_cls: 3.2823, loss: 3.2823, grad_norm: 2.0991 2020-07-24 12:41:54,678 - mmaction - INFO - Epoch [23][80/3757] lr: 9.819e-02, eta: 8 days, 11:13:11, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5367, loss_cls: 3.2840, loss: 3.2840, grad_norm: 2.1055 2020-07-24 12:42:10,471 - mmaction - INFO - Epoch [23][100/3757] lr: 9.819e-02, eta: 8 days, 11:12:45, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.3039, top5_acc: 0.5359, loss_cls: 3.2532, loss: 3.2532, grad_norm: 2.0916 2020-07-24 12:42:26,274 - mmaction - INFO - Epoch [23][120/3757] lr: 9.819e-02, eta: 8 days, 11:12:19, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5531, loss_cls: 3.2175, loss: 3.2175, grad_norm: 2.1069 2020-07-24 12:42:42,124 - mmaction - INFO - Epoch [23][140/3757] lr: 9.819e-02, eta: 8 days, 11:11:54, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.3102, top5_acc: 0.5531, loss_cls: 3.2364, loss: 3.2364, grad_norm: 2.0598 2020-07-24 12:42:57,960 - mmaction - INFO - Epoch [23][160/3757] lr: 9.819e-02, eta: 8 days, 11:11:29, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.2287, loss: 3.2287, grad_norm: 2.0713 2020-07-24 12:43:13,624 - mmaction - INFO - Epoch [23][180/3757] lr: 9.819e-02, eta: 8 days, 11:11:02, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5445, loss_cls: 3.2729, loss: 3.2729, grad_norm: 2.1332 2020-07-24 12:43:29,412 - mmaction - INFO - Epoch [23][200/3757] lr: 9.819e-02, eta: 8 days, 11:10:36, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5375, loss_cls: 3.3120, loss: 3.3120, grad_norm: 2.1069 2020-07-24 12:43:45,293 - mmaction - INFO - Epoch [23][220/3757] lr: 9.819e-02, eta: 8 days, 11:10:12, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5328, loss_cls: 3.3318, loss: 3.3318, grad_norm: 2.0664 2020-07-24 12:44:00,943 - mmaction - INFO - Epoch [23][240/3757] lr: 9.819e-02, eta: 8 days, 11:09:44, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5461, loss_cls: 3.3036, loss: 3.3036, grad_norm: 2.0503 2020-07-24 12:44:16,698 - mmaction - INFO - Epoch [23][260/3757] lr: 9.819e-02, eta: 8 days, 11:09:18, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5398, loss_cls: 3.2747, loss: 3.2747, grad_norm: 2.0859 2020-07-24 12:44:32,420 - mmaction - INFO - Epoch [23][280/3757] lr: 9.819e-02, eta: 8 days, 11:08:52, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.5305, loss_cls: 3.3382, loss: 3.3382, grad_norm: 2.0991 2020-07-24 12:44:48,234 - mmaction - INFO - Epoch [23][300/3757] lr: 9.819e-02, eta: 8 days, 11:08:26, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3039, top5_acc: 0.5516, loss_cls: 3.2674, loss: 3.2674, grad_norm: 2.0775 2020-07-24 12:45:04,067 - mmaction - INFO - Epoch [23][320/3757] lr: 9.819e-02, eta: 8 days, 11:08:01, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5078, loss_cls: 3.4217, loss: 3.4217, grad_norm: 2.1155 2020-07-24 12:45:19,772 - mmaction - INFO - Epoch [23][340/3757] lr: 9.819e-02, eta: 8 days, 11:07:35, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5445, loss_cls: 3.3058, loss: 3.3058, grad_norm: 2.1365 2020-07-24 12:45:35,547 - mmaction - INFO - Epoch [23][360/3757] lr: 9.819e-02, eta: 8 days, 11:07:09, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5602, loss_cls: 3.2324, loss: 3.2324, grad_norm: 2.0575 2020-07-24 12:45:51,405 - mmaction - INFO - Epoch [23][380/3757] lr: 9.819e-02, eta: 8 days, 11:06:44, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.3055, top5_acc: 0.5578, loss_cls: 3.1774, loss: 3.1774, grad_norm: 2.0991 2020-07-24 12:46:07,195 - mmaction - INFO - Epoch [23][400/3757] lr: 9.819e-02, eta: 8 days, 11:06:18, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5289, loss_cls: 3.3282, loss: 3.3282, grad_norm: 2.1353 2020-07-24 12:46:22,976 - mmaction - INFO - Epoch [23][420/3757] lr: 9.819e-02, eta: 8 days, 11:05:52, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5414, loss_cls: 3.3045, loss: 3.3045, grad_norm: 2.1445 2020-07-24 12:46:38,822 - mmaction - INFO - Epoch [23][440/3757] lr: 9.819e-02, eta: 8 days, 11:05:28, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2992, top5_acc: 0.5359, loss_cls: 3.2662, loss: 3.2662, grad_norm: 2.0423 2020-07-24 12:46:54,662 - mmaction - INFO - Epoch [23][460/3757] lr: 9.819e-02, eta: 8 days, 11:05:02, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5461, loss_cls: 3.2956, loss: 3.2956, grad_norm: 2.0539 2020-07-24 12:47:10,396 - mmaction - INFO - Epoch [23][480/3757] lr: 9.819e-02, eta: 8 days, 11:04:36, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5383, loss_cls: 3.2573, loss: 3.2573, grad_norm: 2.0593 2020-07-24 12:47:26,193 - mmaction - INFO - Epoch [23][500/3757] lr: 9.819e-02, eta: 8 days, 11:04:11, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5422, loss_cls: 3.3093, loss: 3.3093, grad_norm: 2.0792 2020-07-24 12:47:41,992 - mmaction - INFO - Epoch [23][520/3757] lr: 9.819e-02, eta: 8 days, 11:03:45, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3078, top5_acc: 0.5570, loss_cls: 3.1694, loss: 3.1694, grad_norm: 2.0697 2020-07-24 12:47:57,697 - mmaction - INFO - Epoch [23][540/3757] lr: 9.819e-02, eta: 8 days, 11:03:18, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5320, loss_cls: 3.3014, loss: 3.3014, grad_norm: 2.0345 2020-07-24 12:48:13,546 - mmaction - INFO - Epoch [23][560/3757] lr: 9.819e-02, eta: 8 days, 11:02:54, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5312, loss_cls: 3.3642, loss: 3.3642, grad_norm: 2.0938 2020-07-24 12:48:29,267 - mmaction - INFO - Epoch [23][580/3757] lr: 9.819e-02, eta: 8 days, 11:02:27, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5484, loss_cls: 3.3079, loss: 3.3079, grad_norm: 2.1239 2020-07-24 12:48:45,011 - mmaction - INFO - Epoch [23][600/3757] lr: 9.819e-02, eta: 8 days, 11:02:01, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5633, loss_cls: 3.1963, loss: 3.1963, grad_norm: 2.0638 2020-07-24 12:49:00,740 - mmaction - INFO - Epoch [23][620/3757] lr: 9.819e-02, eta: 8 days, 11:01:35, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.3039, top5_acc: 0.5289, loss_cls: 3.2999, loss: 3.2999, grad_norm: 2.1032 2020-07-24 12:49:16,586 - mmaction - INFO - Epoch [23][640/3757] lr: 9.819e-02, eta: 8 days, 11:01:10, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.3023, top5_acc: 0.5484, loss_cls: 3.2521, loss: 3.2521, grad_norm: 2.0987 2020-07-24 12:49:32,412 - mmaction - INFO - Epoch [23][660/3757] lr: 9.819e-02, eta: 8 days, 11:00:44, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2945, top5_acc: 0.5609, loss_cls: 3.2310, loss: 3.2310, grad_norm: 2.1216 2020-07-24 12:49:48,118 - mmaction - INFO - Epoch [23][680/3757] lr: 9.819e-02, eta: 8 days, 11:00:18, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5484, loss_cls: 3.2407, loss: 3.2407, grad_norm: 2.1748 2020-07-24 12:50:03,891 - mmaction - INFO - Epoch [23][700/3757] lr: 9.819e-02, eta: 8 days, 10:59:52, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5469, loss_cls: 3.3104, loss: 3.3104, grad_norm: 2.1962 2020-07-24 12:50:19,576 - mmaction - INFO - Epoch [23][720/3757] lr: 9.819e-02, eta: 8 days, 10:59:26, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.3008, top5_acc: 0.5297, loss_cls: 3.2898, loss: 3.2898, grad_norm: 2.0472 2020-07-24 12:50:35,354 - mmaction - INFO - Epoch [23][740/3757] lr: 9.819e-02, eta: 8 days, 10:59:00, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5492, loss_cls: 3.3152, loss: 3.3152, grad_norm: 2.0981 2020-07-24 12:50:51,063 - mmaction - INFO - Epoch [23][760/3757] lr: 9.819e-02, eta: 8 days, 10:58:33, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5461, loss_cls: 3.3473, loss: 3.3473, grad_norm: 2.0702 2020-07-24 12:51:06,792 - mmaction - INFO - Epoch [23][780/3757] lr: 9.819e-02, eta: 8 days, 10:58:07, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2625, top5_acc: 0.5211, loss_cls: 3.3833, loss: 3.3833, grad_norm: 2.0404 2020-07-24 12:51:22,650 - mmaction - INFO - Epoch [23][800/3757] lr: 9.819e-02, eta: 8 days, 10:57:43, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5305, loss_cls: 3.3038, loss: 3.3038, grad_norm: 2.0872 2020-07-24 12:51:38,404 - mmaction - INFO - Epoch [23][820/3757] lr: 9.819e-02, eta: 8 days, 10:57:17, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.3078, top5_acc: 0.5680, loss_cls: 3.1621, loss: 3.1621, grad_norm: 2.0881 2020-07-24 12:51:54,172 - mmaction - INFO - Epoch [23][840/3757] lr: 9.819e-02, eta: 8 days, 10:56:51, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5508, loss_cls: 3.2559, loss: 3.2559, grad_norm: 2.1096 2020-07-24 12:52:09,956 - mmaction - INFO - Epoch [23][860/3757] lr: 9.819e-02, eta: 8 days, 10:56:25, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5375, loss_cls: 3.3138, loss: 3.3138, grad_norm: 2.0536 2020-07-24 12:52:25,765 - mmaction - INFO - Epoch [23][880/3757] lr: 9.819e-02, eta: 8 days, 10:56:00, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5406, loss_cls: 3.3361, loss: 3.3361, grad_norm: 2.1151 2020-07-24 12:52:41,523 - mmaction - INFO - Epoch [23][900/3757] lr: 9.819e-02, eta: 8 days, 10:55:34, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2984, top5_acc: 0.5266, loss_cls: 3.3126, loss: 3.3126, grad_norm: 2.0290 2020-07-24 12:52:57,286 - mmaction - INFO - Epoch [23][920/3757] lr: 9.819e-02, eta: 8 days, 10:55:08, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.3078, top5_acc: 0.5672, loss_cls: 3.2128, loss: 3.2128, grad_norm: 2.1054 2020-07-24 12:53:13,147 - mmaction - INFO - Epoch [23][940/3757] lr: 9.819e-02, eta: 8 days, 10:54:43, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5273, loss_cls: 3.3128, loss: 3.3128, grad_norm: 2.1561 2020-07-24 12:53:28,880 - mmaction - INFO - Epoch [23][960/3757] lr: 9.819e-02, eta: 8 days, 10:54:17, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5078, loss_cls: 3.4025, loss: 3.4025, grad_norm: 2.0999 2020-07-24 12:53:44,627 - mmaction - INFO - Epoch [23][980/3757] lr: 9.819e-02, eta: 8 days, 10:53:51, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5516, loss_cls: 3.2829, loss: 3.2829, grad_norm: 2.0315 2020-07-24 12:54:00,557 - mmaction - INFO - Epoch [23][1000/3757] lr: 9.819e-02, eta: 8 days, 10:53:27, time: 0.796, data_time: 0.003, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5344, loss_cls: 3.3748, loss: 3.3748, grad_norm: 2.0806 2020-07-24 12:54:16,364 - mmaction - INFO - Epoch [23][1020/3757] lr: 9.819e-02, eta: 8 days, 10:53:02, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5469, loss_cls: 3.2583, loss: 3.2583, grad_norm: 2.0880 2020-07-24 12:54:32,092 - mmaction - INFO - Epoch [23][1040/3757] lr: 9.819e-02, eta: 8 days, 10:52:36, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.3039, top5_acc: 0.5391, loss_cls: 3.3561, loss: 3.3561, grad_norm: 2.0806 2020-07-24 12:54:47,843 - mmaction - INFO - Epoch [23][1060/3757] lr: 9.819e-02, eta: 8 days, 10:52:10, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.3031, top5_acc: 0.5375, loss_cls: 3.2436, loss: 3.2436, grad_norm: 2.0862 2020-07-24 12:55:03,657 - mmaction - INFO - Epoch [23][1080/3757] lr: 9.819e-02, eta: 8 days, 10:51:45, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5375, loss_cls: 3.2633, loss: 3.2633, grad_norm: 2.0214 2020-07-24 12:55:19,303 - mmaction - INFO - Epoch [23][1100/3757] lr: 9.819e-02, eta: 8 days, 10:51:18, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5477, loss_cls: 3.3145, loss: 3.3145, grad_norm: 2.0889 2020-07-24 12:55:35,040 - mmaction - INFO - Epoch [23][1120/3757] lr: 9.819e-02, eta: 8 days, 10:50:52, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.3063, top5_acc: 0.5445, loss_cls: 3.2254, loss: 3.2254, grad_norm: 2.0453 2020-07-24 12:55:50,826 - mmaction - INFO - Epoch [23][1140/3757] lr: 9.819e-02, eta: 8 days, 10:50:26, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5398, loss_cls: 3.3015, loss: 3.3015, grad_norm: 2.0298 2020-07-24 12:56:06,657 - mmaction - INFO - Epoch [23][1160/3757] lr: 9.819e-02, eta: 8 days, 10:50:01, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5516, loss_cls: 3.2458, loss: 3.2458, grad_norm: 2.1255 2020-07-24 12:56:22,365 - mmaction - INFO - Epoch [23][1180/3757] lr: 9.819e-02, eta: 8 days, 10:49:35, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2641, top5_acc: 0.5234, loss_cls: 3.3982, loss: 3.3982, grad_norm: 2.1387 2020-07-24 12:56:38,088 - mmaction - INFO - Epoch [23][1200/3757] lr: 9.819e-02, eta: 8 days, 10:49:09, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.2992, top5_acc: 0.5484, loss_cls: 3.2696, loss: 3.2696, grad_norm: 2.1473 2020-07-24 12:56:53,827 - mmaction - INFO - Epoch [23][1220/3757] lr: 9.819e-02, eta: 8 days, 10:48:43, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2977, top5_acc: 0.5250, loss_cls: 3.3173, loss: 3.3173, grad_norm: 2.0737 2020-07-24 12:57:09,576 - mmaction - INFO - Epoch [23][1240/3757] lr: 9.819e-02, eta: 8 days, 10:48:17, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5320, loss_cls: 3.3191, loss: 3.3191, grad_norm: 2.0885 2020-07-24 12:57:25,277 - mmaction - INFO - Epoch [23][1260/3757] lr: 9.819e-02, eta: 8 days, 10:47:50, time: 0.785, data_time: 0.002, memory: 6201, top1_acc: 0.3109, top5_acc: 0.5563, loss_cls: 3.2351, loss: 3.2351, grad_norm: 2.0532 2020-07-24 12:57:41,028 - mmaction - INFO - Epoch [23][1280/3757] lr: 9.819e-02, eta: 8 days, 10:47:24, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5375, loss_cls: 3.2984, loss: 3.2984, grad_norm: 2.0883 2020-07-24 12:57:56,869 - mmaction - INFO - Epoch [23][1300/3757] lr: 9.819e-02, eta: 8 days, 10:47:00, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5570, loss_cls: 3.2656, loss: 3.2656, grad_norm: 2.0411 2020-07-24 12:58:12,570 - mmaction - INFO - Epoch [23][1320/3757] lr: 9.819e-02, eta: 8 days, 10:46:33, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5211, loss_cls: 3.3266, loss: 3.3266, grad_norm: 2.0744 2020-07-24 12:58:28,365 - mmaction - INFO - Epoch [23][1340/3757] lr: 9.819e-02, eta: 8 days, 10:46:08, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5453, loss_cls: 3.2334, loss: 3.2334, grad_norm: 2.0508 2020-07-24 12:58:44,119 - mmaction - INFO - Epoch [23][1360/3757] lr: 9.819e-02, eta: 8 days, 10:45:42, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5250, loss_cls: 3.3621, loss: 3.3621, grad_norm: 2.0416 2020-07-24 12:58:59,875 - mmaction - INFO - Epoch [23][1380/3757] lr: 9.819e-02, eta: 8 days, 10:45:16, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5320, loss_cls: 3.3449, loss: 3.3449, grad_norm: 2.1285 2020-07-24 12:59:15,658 - mmaction - INFO - Epoch [23][1400/3757] lr: 9.819e-02, eta: 8 days, 10:44:51, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.3008, top5_acc: 0.5383, loss_cls: 3.2815, loss: 3.2815, grad_norm: 2.0417 2020-07-24 12:59:31,403 - mmaction - INFO - Epoch [23][1420/3757] lr: 9.819e-02, eta: 8 days, 10:44:25, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.3063, top5_acc: 0.5641, loss_cls: 3.1885, loss: 3.1885, grad_norm: 2.0819 2020-07-24 12:59:47,261 - mmaction - INFO - Epoch [23][1440/3757] lr: 9.819e-02, eta: 8 days, 10:44:00, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5312, loss_cls: 3.3851, loss: 3.3851, grad_norm: 2.1310 2020-07-24 13:00:02,981 - mmaction - INFO - Epoch [23][1460/3757] lr: 9.819e-02, eta: 8 days, 10:43:34, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5484, loss_cls: 3.3152, loss: 3.3152, grad_norm: 2.0189 2020-07-24 13:00:24,015 - mmaction - INFO - Epoch [23][1480/3757] lr: 9.819e-02, eta: 8 days, 10:44:03, time: 1.050, data_time: 0.001, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5516, loss_cls: 3.2704, loss: 3.2704, grad_norm: 2.1496 2020-07-24 13:00:39,808 - mmaction - INFO - Epoch [23][1500/3757] lr: 9.819e-02, eta: 8 days, 10:43:38, time: 0.792, data_time: 0.006, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5414, loss_cls: 3.3375, loss: 3.3375, grad_norm: 2.0777 2020-07-24 13:00:55,610 - mmaction - INFO - Epoch [23][1520/3757] lr: 9.819e-02, eta: 8 days, 10:43:13, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5164, loss_cls: 3.3995, loss: 3.3995, grad_norm: 2.0516 2020-07-24 13:01:11,396 - mmaction - INFO - Epoch [23][1540/3757] lr: 9.819e-02, eta: 8 days, 10:42:47, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5383, loss_cls: 3.3385, loss: 3.3385, grad_norm: 2.0630 2020-07-24 13:01:27,208 - mmaction - INFO - Epoch [23][1560/3757] lr: 9.819e-02, eta: 8 days, 10:42:22, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5586, loss_cls: 3.2730, loss: 3.2730, grad_norm: 2.0873 2020-07-24 13:01:42,979 - mmaction - INFO - Epoch [23][1580/3757] lr: 9.819e-02, eta: 8 days, 10:41:56, time: 0.789, data_time: 0.001, memory: 6201, top1_acc: 0.2992, top5_acc: 0.5516, loss_cls: 3.2832, loss: 3.2832, grad_norm: 2.1111 2020-07-24 13:01:58,703 - mmaction - INFO - Epoch [23][1600/3757] lr: 9.819e-02, eta: 8 days, 10:41:30, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5500, loss_cls: 3.2446, loss: 3.2446, grad_norm: 2.1097 2020-07-24 13:02:14,463 - mmaction - INFO - Epoch [23][1620/3757] lr: 9.819e-02, eta: 8 days, 10:41:05, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5164, loss_cls: 3.3608, loss: 3.3608, grad_norm: 2.0962 2020-07-24 13:02:30,291 - mmaction - INFO - Epoch [23][1640/3757] lr: 9.819e-02, eta: 8 days, 10:40:40, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5430, loss_cls: 3.3078, loss: 3.3078, grad_norm: 2.1008 2020-07-24 13:02:46,015 - mmaction - INFO - Epoch [23][1660/3757] lr: 9.819e-02, eta: 8 days, 10:40:14, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5203, loss_cls: 3.3565, loss: 3.3565, grad_norm: 2.0929 2020-07-24 13:03:01,768 - mmaction - INFO - Epoch [23][1680/3757] lr: 9.819e-02, eta: 8 days, 10:39:48, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5172, loss_cls: 3.3713, loss: 3.3713, grad_norm: 2.0508 2020-07-24 13:03:17,527 - mmaction - INFO - Epoch [23][1700/3757] lr: 9.819e-02, eta: 8 days, 10:39:22, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3055, top5_acc: 0.5570, loss_cls: 3.2359, loss: 3.2359, grad_norm: 2.0623 2020-07-24 13:03:33,325 - mmaction - INFO - Epoch [23][1720/3757] lr: 9.819e-02, eta: 8 days, 10:38:57, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5242, loss_cls: 3.3792, loss: 3.3792, grad_norm: 2.1357 2020-07-24 13:03:49,089 - mmaction - INFO - Epoch [23][1740/3757] lr: 9.819e-02, eta: 8 days, 10:38:31, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5383, loss_cls: 3.3112, loss: 3.3112, grad_norm: 2.0387 2020-07-24 13:04:04,830 - mmaction - INFO - Epoch [23][1760/3757] lr: 9.819e-02, eta: 8 days, 10:38:05, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.3109, top5_acc: 0.5633, loss_cls: 3.1908, loss: 3.1908, grad_norm: 2.0705 2020-07-24 13:04:20,586 - mmaction - INFO - Epoch [23][1780/3757] lr: 9.819e-02, eta: 8 days, 10:37:40, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.3031, top5_acc: 0.5492, loss_cls: 3.2412, loss: 3.2412, grad_norm: 2.0876 2020-07-24 13:04:36,421 - mmaction - INFO - Epoch [23][1800/3757] lr: 9.819e-02, eta: 8 days, 10:37:15, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5164, loss_cls: 3.3629, loss: 3.3629, grad_norm: 2.0880 2020-07-24 13:04:52,252 - mmaction - INFO - Epoch [23][1820/3757] lr: 9.819e-02, eta: 8 days, 10:36:50, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5219, loss_cls: 3.4048, loss: 3.4048, grad_norm: 2.0886 2020-07-24 13:05:08,005 - mmaction - INFO - Epoch [23][1840/3757] lr: 9.819e-02, eta: 8 days, 10:36:24, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5477, loss_cls: 3.3258, loss: 3.3258, grad_norm: 2.0394 2020-07-24 13:05:23,889 - mmaction - INFO - Epoch [23][1860/3757] lr: 9.819e-02, eta: 8 days, 10:36:00, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.2664, top5_acc: 0.5234, loss_cls: 3.3851, loss: 3.3851, grad_norm: 2.0852 2020-07-24 13:05:39,570 - mmaction - INFO - Epoch [23][1880/3757] lr: 9.819e-02, eta: 8 days, 10:35:33, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.3000, top5_acc: 0.5391, loss_cls: 3.2460, loss: 3.2460, grad_norm: 2.0314 2020-07-24 13:05:55,409 - mmaction - INFO - Epoch [23][1900/3757] lr: 9.819e-02, eta: 8 days, 10:35:09, time: 0.792, data_time: 0.002, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5398, loss_cls: 3.3374, loss: 3.3374, grad_norm: 2.0890 2020-07-24 13:06:11,170 - mmaction - INFO - Epoch [23][1920/3757] lr: 9.819e-02, eta: 8 days, 10:34:43, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2680, top5_acc: 0.5094, loss_cls: 3.4429, loss: 3.4429, grad_norm: 2.0237 2020-07-24 13:06:26,956 - mmaction - INFO - Epoch [23][1940/3757] lr: 9.819e-02, eta: 8 days, 10:34:17, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5281, loss_cls: 3.3511, loss: 3.3511, grad_norm: 2.0544 2020-07-24 13:06:42,755 - mmaction - INFO - Epoch [23][1960/3757] lr: 9.819e-02, eta: 8 days, 10:33:52, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5461, loss_cls: 3.2486, loss: 3.2486, grad_norm: 2.0470 2020-07-24 13:06:58,501 - mmaction - INFO - Epoch [23][1980/3757] lr: 9.819e-02, eta: 8 days, 10:33:27, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5180, loss_cls: 3.3522, loss: 3.3522, grad_norm: 2.0759 2020-07-24 13:07:14,309 - mmaction - INFO - Epoch [23][2000/3757] lr: 9.819e-02, eta: 8 days, 10:33:02, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5109, loss_cls: 3.3842, loss: 3.3842, grad_norm: 2.1037 2020-07-24 13:07:30,025 - mmaction - INFO - Epoch [23][2020/3757] lr: 9.819e-02, eta: 8 days, 10:32:35, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5391, loss_cls: 3.2952, loss: 3.2952, grad_norm: 2.0895 2020-07-24 13:07:45,871 - mmaction - INFO - Epoch [23][2040/3757] lr: 9.819e-02, eta: 8 days, 10:32:11, time: 0.792, data_time: 0.002, memory: 6201, top1_acc: 0.3117, top5_acc: 0.5641, loss_cls: 3.2285, loss: 3.2285, grad_norm: 2.0735 2020-07-24 13:08:01,678 - mmaction - INFO - Epoch [23][2060/3757] lr: 9.819e-02, eta: 8 days, 10:31:46, time: 0.790, data_time: 0.006, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5469, loss_cls: 3.2853, loss: 3.2853, grad_norm: 2.0694 2020-07-24 13:08:28,102 - mmaction - INFO - Epoch [23][2080/3757] lr: 9.819e-02, eta: 8 days, 10:33:10, time: 1.321, data_time: 0.002, memory: 6201, top1_acc: 0.3047, top5_acc: 0.5273, loss_cls: 3.2966, loss: 3.2966, grad_norm: 2.0186 2020-07-24 13:08:43,825 - mmaction - INFO - Epoch [23][2100/3757] lr: 9.819e-02, eta: 8 days, 10:32:44, time: 0.786, data_time: 0.002, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5430, loss_cls: 3.2953, loss: 3.2953, grad_norm: 2.1073 2020-07-24 13:09:00,351 - mmaction - INFO - Epoch [23][2120/3757] lr: 9.819e-02, eta: 8 days, 10:32:27, time: 0.826, data_time: 0.003, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5445, loss_cls: 3.3158, loss: 3.3158, grad_norm: 2.1319 2020-07-24 13:09:16,147 - mmaction - INFO - Epoch [23][2140/3757] lr: 9.819e-02, eta: 8 days, 10:32:02, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5352, loss_cls: 3.3218, loss: 3.3218, grad_norm: 2.1308 2020-07-24 13:09:32,509 - mmaction - INFO - Epoch [23][2160/3757] lr: 9.819e-02, eta: 8 days, 10:31:42, time: 0.818, data_time: 0.002, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5203, loss_cls: 3.3978, loss: 3.3978, grad_norm: 2.0617 2020-07-24 13:09:48,306 - mmaction - INFO - Epoch [23][2180/3757] lr: 9.819e-02, eta: 8 days, 10:31:17, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.3008, top5_acc: 0.5375, loss_cls: 3.3228, loss: 3.3228, grad_norm: 2.0768 2020-07-24 13:10:04,129 - mmaction - INFO - Epoch [23][2200/3757] lr: 9.819e-02, eta: 8 days, 10:30:52, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5383, loss_cls: 3.3015, loss: 3.3015, grad_norm: 2.1343 2020-07-24 13:10:19,797 - mmaction - INFO - Epoch [23][2220/3757] lr: 9.819e-02, eta: 8 days, 10:30:25, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5312, loss_cls: 3.3857, loss: 3.3857, grad_norm: 2.0799 2020-07-24 13:10:36,245 - mmaction - INFO - Epoch [23][2240/3757] lr: 9.819e-02, eta: 8 days, 10:30:07, time: 0.822, data_time: 0.002, memory: 6201, top1_acc: 0.3016, top5_acc: 0.5516, loss_cls: 3.1634, loss: 3.1634, grad_norm: 2.0851 2020-07-24 13:10:52,043 - mmaction - INFO - Epoch [23][2260/3757] lr: 9.819e-02, eta: 8 days, 10:29:42, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2562, top5_acc: 0.5047, loss_cls: 3.4621, loss: 3.4621, grad_norm: 2.1116 2020-07-24 13:11:07,713 - mmaction - INFO - Epoch [23][2280/3757] lr: 9.819e-02, eta: 8 days, 10:29:15, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2945, top5_acc: 0.5406, loss_cls: 3.3153, loss: 3.3153, grad_norm: 2.0587 2020-07-24 13:11:24,130 - mmaction - INFO - Epoch [23][2300/3757] lr: 9.819e-02, eta: 8 days, 10:28:56, time: 0.821, data_time: 0.002, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5328, loss_cls: 3.3894, loss: 3.3894, grad_norm: 2.0766 2020-07-24 13:11:40,279 - mmaction - INFO - Epoch [23][2320/3757] lr: 9.819e-02, eta: 8 days, 10:28:35, time: 0.807, data_time: 0.017, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5188, loss_cls: 3.3423, loss: 3.3423, grad_norm: 2.0792 2020-07-24 13:11:56,172 - mmaction - INFO - Epoch [23][2340/3757] lr: 9.819e-02, eta: 8 days, 10:28:10, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5320, loss_cls: 3.3490, loss: 3.3490, grad_norm: 2.0128 2020-07-24 13:12:12,228 - mmaction - INFO - Epoch [23][2360/3757] lr: 9.819e-02, eta: 8 days, 10:27:48, time: 0.804, data_time: 0.002, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5219, loss_cls: 3.3788, loss: 3.3788, grad_norm: 2.0608 2020-07-24 13:12:32,909 - mmaction - INFO - Epoch [23][2380/3757] lr: 9.819e-02, eta: 8 days, 10:28:13, time: 1.034, data_time: 0.002, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5453, loss_cls: 3.2954, loss: 3.2954, grad_norm: 2.0388 2020-07-24 13:12:48,679 - mmaction - INFO - Epoch [23][2400/3757] lr: 9.819e-02, eta: 8 days, 10:27:48, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5391, loss_cls: 3.3042, loss: 3.3042, grad_norm: 2.0689 2020-07-24 13:13:04,523 - mmaction - INFO - Epoch [23][2420/3757] lr: 9.819e-02, eta: 8 days, 10:27:23, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.3047, top5_acc: 0.5453, loss_cls: 3.2512, loss: 3.2512, grad_norm: 2.0441 2020-07-24 13:13:20,406 - mmaction - INFO - Epoch [23][2440/3757] lr: 9.819e-02, eta: 8 days, 10:26:59, time: 0.795, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5133, loss_cls: 3.3519, loss: 3.3519, grad_norm: 2.0362 2020-07-24 13:13:36,145 - mmaction - INFO - Epoch [23][2460/3757] lr: 9.819e-02, eta: 8 days, 10:26:33, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5437, loss_cls: 3.2814, loss: 3.2814, grad_norm: 2.0616 2020-07-24 13:13:52,000 - mmaction - INFO - Epoch [23][2480/3757] lr: 9.819e-02, eta: 8 days, 10:26:09, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5430, loss_cls: 3.3385, loss: 3.3385, grad_norm: 2.1141 2020-07-24 13:14:07,796 - mmaction - INFO - Epoch [23][2500/3757] lr: 9.819e-02, eta: 8 days, 10:25:43, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5609, loss_cls: 3.1939, loss: 3.1939, grad_norm: 2.1246 2020-07-24 13:14:23,574 - mmaction - INFO - Epoch [23][2520/3757] lr: 9.819e-02, eta: 8 days, 10:25:18, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5281, loss_cls: 3.3037, loss: 3.3037, grad_norm: 2.1509 2020-07-24 13:14:39,385 - mmaction - INFO - Epoch [23][2540/3757] lr: 9.819e-02, eta: 8 days, 10:24:53, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3086, top5_acc: 0.5687, loss_cls: 3.2699, loss: 3.2699, grad_norm: 2.0747 2020-07-24 13:14:55,204 - mmaction - INFO - Epoch [23][2560/3757] lr: 9.819e-02, eta: 8 days, 10:24:28, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5375, loss_cls: 3.2978, loss: 3.2978, grad_norm: 2.0551 2020-07-24 13:15:10,950 - mmaction - INFO - Epoch [23][2580/3757] lr: 9.819e-02, eta: 8 days, 10:24:02, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5195, loss_cls: 3.3704, loss: 3.3704, grad_norm: 2.0665 2020-07-24 13:15:26,816 - mmaction - INFO - Epoch [23][2600/3757] lr: 9.819e-02, eta: 8 days, 10:23:38, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5352, loss_cls: 3.2963, loss: 3.2963, grad_norm: 2.0898 2020-07-24 13:15:42,618 - mmaction - INFO - Epoch [23][2620/3757] lr: 9.819e-02, eta: 8 days, 10:23:13, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3328, top5_acc: 0.5742, loss_cls: 3.1101, loss: 3.1101, grad_norm: 2.0809 2020-07-24 13:15:58,451 - mmaction - INFO - Epoch [23][2640/3757] lr: 9.819e-02, eta: 8 days, 10:22:48, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.3008, top5_acc: 0.5477, loss_cls: 3.2258, loss: 3.2258, grad_norm: 2.1310 2020-07-24 13:16:14,217 - mmaction - INFO - Epoch [23][2660/3757] lr: 9.819e-02, eta: 8 days, 10:22:23, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5523, loss_cls: 3.2355, loss: 3.2355, grad_norm: 2.1574 2020-07-24 13:16:30,033 - mmaction - INFO - Epoch [23][2680/3757] lr: 9.819e-02, eta: 8 days, 10:21:58, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5344, loss_cls: 3.2879, loss: 3.2879, grad_norm: 2.1259 2020-07-24 13:16:45,814 - mmaction - INFO - Epoch [23][2700/3757] lr: 9.819e-02, eta: 8 days, 10:21:33, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5203, loss_cls: 3.4090, loss: 3.4090, grad_norm: 2.1279 2020-07-24 13:17:01,610 - mmaction - INFO - Epoch [23][2720/3757] lr: 9.819e-02, eta: 8 days, 10:21:07, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5266, loss_cls: 3.3311, loss: 3.3311, grad_norm: 2.0257 2020-07-24 13:17:17,388 - mmaction - INFO - Epoch [23][2740/3757] lr: 9.819e-02, eta: 8 days, 10:20:42, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5219, loss_cls: 3.3440, loss: 3.3440, grad_norm: 2.0580 2020-07-24 13:17:33,158 - mmaction - INFO - Epoch [23][2760/3757] lr: 9.819e-02, eta: 8 days, 10:20:17, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5359, loss_cls: 3.2711, loss: 3.2711, grad_norm: 2.1100 2020-07-24 13:17:48,898 - mmaction - INFO - Epoch [23][2780/3757] lr: 9.819e-02, eta: 8 days, 10:19:51, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5250, loss_cls: 3.3498, loss: 3.3498, grad_norm: 2.0457 2020-07-24 13:18:04,737 - mmaction - INFO - Epoch [23][2800/3757] lr: 9.819e-02, eta: 8 days, 10:19:26, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.3000, top5_acc: 0.5633, loss_cls: 3.1591, loss: 3.1591, grad_norm: 2.0345 2020-07-24 13:18:20,527 - mmaction - INFO - Epoch [23][2820/3757] lr: 9.819e-02, eta: 8 days, 10:19:01, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5250, loss_cls: 3.3312, loss: 3.3312, grad_norm: 2.2133 2020-07-24 13:18:36,268 - mmaction - INFO - Epoch [23][2840/3757] lr: 9.819e-02, eta: 8 days, 10:18:36, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2508, top5_acc: 0.5133, loss_cls: 3.4573, loss: 3.4573, grad_norm: 2.1121 2020-07-24 13:18:52,025 - mmaction - INFO - Epoch [23][2860/3757] lr: 9.819e-02, eta: 8 days, 10:18:10, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5148, loss_cls: 3.3914, loss: 3.3914, grad_norm: 2.0352 2020-07-24 13:19:07,793 - mmaction - INFO - Epoch [23][2880/3757] lr: 9.819e-02, eta: 8 days, 10:17:45, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5484, loss_cls: 3.2439, loss: 3.2439, grad_norm: 1.9841 2020-07-24 13:19:23,553 - mmaction - INFO - Epoch [23][2900/3757] lr: 9.819e-02, eta: 8 days, 10:17:19, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5477, loss_cls: 3.2820, loss: 3.2820, grad_norm: 2.1285 2020-07-24 13:19:39,343 - mmaction - INFO - Epoch [23][2920/3757] lr: 9.819e-02, eta: 8 days, 10:16:54, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.3016, top5_acc: 0.5461, loss_cls: 3.2737, loss: 3.2737, grad_norm: 2.0634 2020-07-24 13:19:55,081 - mmaction - INFO - Epoch [23][2940/3757] lr: 9.819e-02, eta: 8 days, 10:16:28, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2805, top5_acc: 0.5391, loss_cls: 3.3483, loss: 3.3483, grad_norm: 2.1044 2020-07-24 13:20:10,849 - mmaction - INFO - Epoch [23][2960/3757] lr: 9.819e-02, eta: 8 days, 10:16:03, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.3016, top5_acc: 0.5391, loss_cls: 3.2668, loss: 3.2668, grad_norm: 2.0661 2020-07-24 13:20:26,613 - mmaction - INFO - Epoch [23][2980/3757] lr: 9.819e-02, eta: 8 days, 10:15:38, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5414, loss_cls: 3.2838, loss: 3.2838, grad_norm: 2.1015 2020-07-24 13:20:42,441 - mmaction - INFO - Epoch [23][3000/3757] lr: 9.819e-02, eta: 8 days, 10:15:13, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5250, loss_cls: 3.3459, loss: 3.3459, grad_norm: 2.0491 2020-07-24 13:20:58,179 - mmaction - INFO - Epoch [23][3020/3757] lr: 9.819e-02, eta: 8 days, 10:14:47, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5156, loss_cls: 3.3969, loss: 3.3969, grad_norm: 2.0462 2020-07-24 13:21:13,968 - mmaction - INFO - Epoch [23][3040/3757] lr: 9.819e-02, eta: 8 days, 10:14:22, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5344, loss_cls: 3.3110, loss: 3.3110, grad_norm: 2.0535 2020-07-24 13:21:29,760 - mmaction - INFO - Epoch [23][3060/3757] lr: 9.819e-02, eta: 8 days, 10:13:57, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5320, loss_cls: 3.2787, loss: 3.2787, grad_norm: 2.1154 2020-07-24 13:21:45,508 - mmaction - INFO - Epoch [23][3080/3757] lr: 9.819e-02, eta: 8 days, 10:13:31, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.3148, top5_acc: 0.5625, loss_cls: 3.1832, loss: 3.1832, grad_norm: 2.0810 2020-07-24 13:22:01,299 - mmaction - INFO - Epoch [23][3100/3757] lr: 9.819e-02, eta: 8 days, 10:13:06, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5352, loss_cls: 3.3433, loss: 3.3433, grad_norm: 2.1318 2020-07-24 13:22:17,131 - mmaction - INFO - Epoch [23][3120/3757] lr: 9.819e-02, eta: 8 days, 10:12:42, time: 0.791, data_time: 0.002, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5250, loss_cls: 3.3427, loss: 3.3427, grad_norm: 2.1010 2020-07-24 13:22:32,921 - mmaction - INFO - Epoch [23][3140/3757] lr: 9.819e-02, eta: 8 days, 10:12:17, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5437, loss_cls: 3.3014, loss: 3.3014, grad_norm: 2.0613 2020-07-24 13:22:48,685 - mmaction - INFO - Epoch [23][3160/3757] lr: 9.819e-02, eta: 8 days, 10:11:51, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.3047, top5_acc: 0.5555, loss_cls: 3.2304, loss: 3.2304, grad_norm: 2.0808 2020-07-24 13:23:04,418 - mmaction - INFO - Epoch [23][3180/3757] lr: 9.819e-02, eta: 8 days, 10:11:25, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5555, loss_cls: 3.2785, loss: 3.2785, grad_norm: 2.1065 2020-07-24 13:23:20,181 - mmaction - INFO - Epoch [23][3200/3757] lr: 9.819e-02, eta: 8 days, 10:11:00, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5352, loss_cls: 3.3515, loss: 3.3515, grad_norm: 2.0801 2020-07-24 13:23:35,938 - mmaction - INFO - Epoch [23][3220/3757] lr: 9.819e-02, eta: 8 days, 10:10:35, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5273, loss_cls: 3.3635, loss: 3.3635, grad_norm: 2.1024 2020-07-24 13:23:51,687 - mmaction - INFO - Epoch [23][3240/3757] lr: 9.819e-02, eta: 8 days, 10:10:09, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5320, loss_cls: 3.3697, loss: 3.3697, grad_norm: 2.1355 2020-07-24 13:24:07,498 - mmaction - INFO - Epoch [23][3260/3757] lr: 9.819e-02, eta: 8 days, 10:09:45, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5414, loss_cls: 3.2934, loss: 3.2934, grad_norm: 2.0495 2020-07-24 13:24:23,305 - mmaction - INFO - Epoch [23][3280/3757] lr: 9.819e-02, eta: 8 days, 10:09:19, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5258, loss_cls: 3.3899, loss: 3.3899, grad_norm: 2.0966 2020-07-24 13:24:39,053 - mmaction - INFO - Epoch [23][3300/3757] lr: 9.819e-02, eta: 8 days, 10:08:54, time: 0.789, data_time: 0.005, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5469, loss_cls: 3.3458, loss: 3.3458, grad_norm: 2.1207 2020-07-24 13:24:54,875 - mmaction - INFO - Epoch [23][3320/3757] lr: 9.819e-02, eta: 8 days, 10:08:29, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5203, loss_cls: 3.3582, loss: 3.3582, grad_norm: 2.0843 2020-07-24 13:25:10,631 - mmaction - INFO - Epoch [23][3340/3757] lr: 9.819e-02, eta: 8 days, 10:08:04, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2984, top5_acc: 0.5477, loss_cls: 3.1521, loss: 3.1521, grad_norm: 2.0673 2020-07-24 13:25:26,433 - mmaction - INFO - Epoch [23][3360/3757] lr: 9.819e-02, eta: 8 days, 10:07:39, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.3039, top5_acc: 0.5719, loss_cls: 3.2243, loss: 3.2243, grad_norm: 2.0957 2020-07-24 13:25:42,237 - mmaction - INFO - Epoch [23][3380/3757] lr: 9.819e-02, eta: 8 days, 10:07:14, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5336, loss_cls: 3.2788, loss: 3.2788, grad_norm: 2.1294 2020-07-24 13:25:58,064 - mmaction - INFO - Epoch [23][3400/3757] lr: 9.819e-02, eta: 8 days, 10:06:49, time: 0.792, data_time: 0.005, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.2593, loss: 3.2593, grad_norm: 2.1029 2020-07-24 13:26:13,828 - mmaction - INFO - Epoch [23][3420/3757] lr: 9.819e-02, eta: 8 days, 10:06:24, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.3070, top5_acc: 0.5469, loss_cls: 3.2722, loss: 3.2722, grad_norm: 2.0388 2020-07-24 13:26:29,623 - mmaction - INFO - Epoch [23][3440/3757] lr: 9.819e-02, eta: 8 days, 10:05:59, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3023, top5_acc: 0.5469, loss_cls: 3.2313, loss: 3.2313, grad_norm: 2.1358 2020-07-24 13:26:45,491 - mmaction - INFO - Epoch [23][3460/3757] lr: 9.819e-02, eta: 8 days, 10:05:35, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5266, loss_cls: 3.3560, loss: 3.3560, grad_norm: 2.0891 2020-07-24 13:27:01,251 - mmaction - INFO - Epoch [23][3480/3757] lr: 9.819e-02, eta: 8 days, 10:05:10, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5430, loss_cls: 3.3215, loss: 3.3215, grad_norm: 2.1005 2020-07-24 13:27:17,013 - mmaction - INFO - Epoch [23][3500/3757] lr: 9.819e-02, eta: 8 days, 10:04:44, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5406, loss_cls: 3.3243, loss: 3.3243, grad_norm: 2.1074 2020-07-24 13:27:32,806 - mmaction - INFO - Epoch [23][3520/3757] lr: 9.819e-02, eta: 8 days, 10:04:19, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5336, loss_cls: 3.3229, loss: 3.3229, grad_norm: 2.1031 2020-07-24 13:27:48,636 - mmaction - INFO - Epoch [23][3540/3757] lr: 9.819e-02, eta: 8 days, 10:03:55, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5320, loss_cls: 3.3325, loss: 3.3325, grad_norm: 2.0864 2020-07-24 13:28:04,372 - mmaction - INFO - Epoch [23][3560/3757] lr: 9.819e-02, eta: 8 days, 10:03:29, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5437, loss_cls: 3.3026, loss: 3.3026, grad_norm: 2.1214 2020-07-24 13:28:20,181 - mmaction - INFO - Epoch [23][3580/3757] lr: 9.819e-02, eta: 8 days, 10:03:04, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5188, loss_cls: 3.3912, loss: 3.3912, grad_norm: 2.0627 2020-07-24 13:28:36,035 - mmaction - INFO - Epoch [23][3600/3757] lr: 9.819e-02, eta: 8 days, 10:02:40, time: 0.792, data_time: 0.001, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5586, loss_cls: 3.2251, loss: 3.2251, grad_norm: 1.9872 2020-07-24 13:28:51,771 - mmaction - INFO - Epoch [23][3620/3757] lr: 9.819e-02, eta: 8 days, 10:02:15, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.3016, top5_acc: 0.5586, loss_cls: 3.2307, loss: 3.2307, grad_norm: 2.0979 2020-07-24 13:29:07,549 - mmaction - INFO - Epoch [23][3640/3757] lr: 9.819e-02, eta: 8 days, 10:01:49, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5273, loss_cls: 3.3121, loss: 3.3121, grad_norm: 2.0484 2020-07-24 13:29:23,419 - mmaction - INFO - Epoch [23][3660/3757] lr: 9.819e-02, eta: 8 days, 10:01:25, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5547, loss_cls: 3.2664, loss: 3.2664, grad_norm: 2.0860 2020-07-24 13:29:39,242 - mmaction - INFO - Epoch [23][3680/3757] lr: 9.819e-02, eta: 8 days, 10:01:01, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5414, loss_cls: 3.3319, loss: 3.3319, grad_norm: 2.1496 2020-07-24 13:29:54,969 - mmaction - INFO - Epoch [23][3700/3757] lr: 9.819e-02, eta: 8 days, 10:00:35, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5398, loss_cls: 3.2966, loss: 3.2966, grad_norm: 2.1009 2020-07-24 13:30:10,785 - mmaction - INFO - Epoch [23][3720/3757] lr: 9.819e-02, eta: 8 days, 10:00:10, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2672, top5_acc: 0.5391, loss_cls: 3.3254, loss: 3.3254, grad_norm: 2.0767 2020-07-24 13:30:26,550 - mmaction - INFO - Epoch [23][3740/3757] lr: 9.819e-02, eta: 8 days, 9:59:45, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3023, top5_acc: 0.5516, loss_cls: 3.2493, loss: 3.2493, grad_norm: 2.1720 2020-07-24 13:33:42,706 - mmaction - INFO - Epoch [24][20/3757] lr: 9.802e-02, eta: 8 days, 10:23:46, time: 8.804, data_time: 7.919, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5281, loss_cls: 3.3605, loss: 3.3605, grad_norm: 2.0598 2020-07-24 13:33:58,426 - mmaction - INFO - Epoch [24][40/3757] lr: 9.802e-02, eta: 8 days, 10:23:20, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5430, loss_cls: 3.2454, loss: 3.2454, grad_norm: 2.1572 2020-07-24 13:34:14,186 - mmaction - INFO - Epoch [24][60/3757] lr: 9.802e-02, eta: 8 days, 10:22:55, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5492, loss_cls: 3.2867, loss: 3.2867, grad_norm: 2.0526 2020-07-24 13:34:30,042 - mmaction - INFO - Epoch [24][80/3757] lr: 9.802e-02, eta: 8 days, 10:22:30, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5375, loss_cls: 3.2753, loss: 3.2753, grad_norm: 2.0967 2020-07-24 13:34:45,804 - mmaction - INFO - Epoch [24][100/3757] lr: 9.802e-02, eta: 8 days, 10:22:05, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5492, loss_cls: 3.2843, loss: 3.2843, grad_norm: 2.1256 2020-07-24 13:35:01,553 - mmaction - INFO - Epoch [24][120/3757] lr: 9.802e-02, eta: 8 days, 10:21:39, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5281, loss_cls: 3.3535, loss: 3.3535, grad_norm: 2.1659 2020-07-24 13:35:17,293 - mmaction - INFO - Epoch [24][140/3757] lr: 9.802e-02, eta: 8 days, 10:21:13, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5383, loss_cls: 3.2753, loss: 3.2753, grad_norm: 2.0680 2020-07-24 13:35:33,110 - mmaction - INFO - Epoch [24][160/3757] lr: 9.802e-02, eta: 8 days, 10:20:48, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5469, loss_cls: 3.3164, loss: 3.3164, grad_norm: 2.0561 2020-07-24 13:35:48,889 - mmaction - INFO - Epoch [24][180/3757] lr: 9.802e-02, eta: 8 days, 10:20:23, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5422, loss_cls: 3.3066, loss: 3.3066, grad_norm: 2.0953 2020-07-24 13:36:04,673 - mmaction - INFO - Epoch [24][200/3757] lr: 9.802e-02, eta: 8 days, 10:19:57, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3086, top5_acc: 0.5594, loss_cls: 3.2194, loss: 3.2194, grad_norm: 2.0910 2020-07-24 13:36:20,452 - mmaction - INFO - Epoch [24][220/3757] lr: 9.802e-02, eta: 8 days, 10:19:32, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2945, top5_acc: 0.5445, loss_cls: 3.3147, loss: 3.3147, grad_norm: 2.0805 2020-07-24 13:36:36,182 - mmaction - INFO - Epoch [24][240/3757] lr: 9.802e-02, eta: 8 days, 10:19:06, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5250, loss_cls: 3.3714, loss: 3.3714, grad_norm: 2.1631 2020-07-24 13:36:51,950 - mmaction - INFO - Epoch [24][260/3757] lr: 9.802e-02, eta: 8 days, 10:18:40, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5242, loss_cls: 3.3889, loss: 3.3889, grad_norm: 2.0666 2020-07-24 13:37:07,782 - mmaction - INFO - Epoch [24][280/3757] lr: 9.802e-02, eta: 8 days, 10:18:15, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5437, loss_cls: 3.3481, loss: 3.3481, grad_norm: 2.1124 2020-07-24 13:37:23,516 - mmaction - INFO - Epoch [24][300/3757] lr: 9.802e-02, eta: 8 days, 10:17:50, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5383, loss_cls: 3.3737, loss: 3.3737, grad_norm: 2.1881 2020-07-24 13:37:39,256 - mmaction - INFO - Epoch [24][320/3757] lr: 9.802e-02, eta: 8 days, 10:17:24, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.3086, top5_acc: 0.5680, loss_cls: 3.1887, loss: 3.1887, grad_norm: 2.1049 2020-07-24 13:37:55,012 - mmaction - INFO - Epoch [24][340/3757] lr: 9.802e-02, eta: 8 days, 10:16:58, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5188, loss_cls: 3.3225, loss: 3.3225, grad_norm: 2.1196 2020-07-24 13:38:10,799 - mmaction - INFO - Epoch [24][360/3757] lr: 9.802e-02, eta: 8 days, 10:16:33, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5477, loss_cls: 3.2703, loss: 3.2703, grad_norm: 2.1309 2020-07-24 13:38:26,613 - mmaction - INFO - Epoch [24][380/3757] lr: 9.802e-02, eta: 8 days, 10:16:08, time: 0.791, data_time: 0.001, memory: 6201, top1_acc: 0.3063, top5_acc: 0.5539, loss_cls: 3.1935, loss: 3.1935, grad_norm: 2.1049 2020-07-24 13:38:42,402 - mmaction - INFO - Epoch [24][400/3757] lr: 9.802e-02, eta: 8 days, 10:15:43, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5195, loss_cls: 3.3554, loss: 3.3554, grad_norm: 2.1017 2020-07-24 13:38:58,197 - mmaction - INFO - Epoch [24][420/3757] lr: 9.802e-02, eta: 8 days, 10:15:18, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5391, loss_cls: 3.2965, loss: 3.2965, grad_norm: 2.1378 2020-07-24 13:39:13,995 - mmaction - INFO - Epoch [24][440/3757] lr: 9.802e-02, eta: 8 days, 10:14:52, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5398, loss_cls: 3.2529, loss: 3.2529, grad_norm: 2.0552 2020-07-24 13:39:29,769 - mmaction - INFO - Epoch [24][460/3757] lr: 9.802e-02, eta: 8 days, 10:14:27, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5195, loss_cls: 3.3440, loss: 3.3440, grad_norm: 2.0865 2020-07-24 13:39:45,584 - mmaction - INFO - Epoch [24][480/3757] lr: 9.802e-02, eta: 8 days, 10:14:02, time: 0.793, data_time: 0.005, memory: 6201, top1_acc: 0.3086, top5_acc: 0.5570, loss_cls: 3.2378, loss: 3.2378, grad_norm: 2.0510 2020-07-24 13:40:01,425 - mmaction - INFO - Epoch [24][500/3757] lr: 9.802e-02, eta: 8 days, 10:13:37, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.3031, top5_acc: 0.5602, loss_cls: 3.2752, loss: 3.2752, grad_norm: 2.0868 2020-07-24 13:40:17,180 - mmaction - INFO - Epoch [24][520/3757] lr: 9.802e-02, eta: 8 days, 10:13:12, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5242, loss_cls: 3.3298, loss: 3.3298, grad_norm: 2.0548 2020-07-24 13:40:32,973 - mmaction - INFO - Epoch [24][540/3757] lr: 9.802e-02, eta: 8 days, 10:12:47, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2977, top5_acc: 0.5461, loss_cls: 3.2651, loss: 3.2651, grad_norm: 2.1075 2020-07-24 13:40:48,711 - mmaction - INFO - Epoch [24][560/3757] lr: 9.802e-02, eta: 8 days, 10:12:21, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5398, loss_cls: 3.3178, loss: 3.3178, grad_norm: 2.1246 2020-07-24 13:41:04,480 - mmaction - INFO - Epoch [24][580/3757] lr: 9.802e-02, eta: 8 days, 10:11:55, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5430, loss_cls: 3.2919, loss: 3.2919, grad_norm: 2.0777 2020-07-24 13:41:20,253 - mmaction - INFO - Epoch [24][600/3757] lr: 9.802e-02, eta: 8 days, 10:11:30, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5414, loss_cls: 3.2421, loss: 3.2421, grad_norm: 2.0699 2020-07-24 13:41:36,064 - mmaction - INFO - Epoch [24][620/3757] lr: 9.802e-02, eta: 8 days, 10:11:05, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.3031, top5_acc: 0.5586, loss_cls: 3.2020, loss: 3.2020, grad_norm: 2.0982 2020-07-24 13:41:51,897 - mmaction - INFO - Epoch [24][640/3757] lr: 9.802e-02, eta: 8 days, 10:10:40, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5367, loss_cls: 3.3205, loss: 3.3205, grad_norm: 2.0977 2020-07-24 13:42:07,720 - mmaction - INFO - Epoch [24][660/3757] lr: 9.802e-02, eta: 8 days, 10:10:15, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2992, top5_acc: 0.5664, loss_cls: 3.1963, loss: 3.1963, grad_norm: 2.0936 2020-07-24 13:42:23,509 - mmaction - INFO - Epoch [24][680/3757] lr: 9.802e-02, eta: 8 days, 10:09:50, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5547, loss_cls: 3.2653, loss: 3.2653, grad_norm: 2.1174 2020-07-24 13:42:39,247 - mmaction - INFO - Epoch [24][700/3757] lr: 9.802e-02, eta: 8 days, 10:09:24, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5391, loss_cls: 3.2746, loss: 3.2746, grad_norm: 2.1237 2020-07-24 13:42:55,067 - mmaction - INFO - Epoch [24][720/3757] lr: 9.802e-02, eta: 8 days, 10:08:59, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5344, loss_cls: 3.3069, loss: 3.3069, grad_norm: 2.1291 2020-07-24 13:43:10,833 - mmaction - INFO - Epoch [24][740/3757] lr: 9.802e-02, eta: 8 days, 10:08:34, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5359, loss_cls: 3.3428, loss: 3.3428, grad_norm: 2.1157 2020-07-24 13:43:26,608 - mmaction - INFO - Epoch [24][760/3757] lr: 9.802e-02, eta: 8 days, 10:08:09, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2992, top5_acc: 0.5664, loss_cls: 3.2616, loss: 3.2616, grad_norm: 2.0485 2020-07-24 13:43:42,412 - mmaction - INFO - Epoch [24][780/3757] lr: 9.802e-02, eta: 8 days, 10:07:44, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5219, loss_cls: 3.3476, loss: 3.3476, grad_norm: 2.0680 2020-07-24 13:43:58,195 - mmaction - INFO - Epoch [24][800/3757] lr: 9.802e-02, eta: 8 days, 10:07:19, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5320, loss_cls: 3.3659, loss: 3.3659, grad_norm: 2.1155 2020-07-24 13:44:13,934 - mmaction - INFO - Epoch [24][820/3757] lr: 9.802e-02, eta: 8 days, 10:06:53, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5375, loss_cls: 3.3313, loss: 3.3313, grad_norm: 2.0541 2020-07-24 13:44:29,737 - mmaction - INFO - Epoch [24][840/3757] lr: 9.802e-02, eta: 8 days, 10:06:28, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5469, loss_cls: 3.3152, loss: 3.3152, grad_norm: 2.0529 2020-07-24 13:44:45,582 - mmaction - INFO - Epoch [24][860/3757] lr: 9.802e-02, eta: 8 days, 10:06:03, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5398, loss_cls: 3.3214, loss: 3.3214, grad_norm: 2.1288 2020-07-24 13:45:01,333 - mmaction - INFO - Epoch [24][880/3757] lr: 9.802e-02, eta: 8 days, 10:05:38, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5422, loss_cls: 3.2885, loss: 3.2885, grad_norm: 2.0905 2020-07-24 13:45:17,118 - mmaction - INFO - Epoch [24][900/3757] lr: 9.802e-02, eta: 8 days, 10:05:12, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.3094, top5_acc: 0.5539, loss_cls: 3.2594, loss: 3.2594, grad_norm: 2.0554 2020-07-24 13:45:32,889 - mmaction - INFO - Epoch [24][920/3757] lr: 9.802e-02, eta: 8 days, 10:04:47, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5188, loss_cls: 3.3360, loss: 3.3360, grad_norm: 2.1110 2020-07-24 13:45:48,713 - mmaction - INFO - Epoch [24][940/3757] lr: 9.802e-02, eta: 8 days, 10:04:22, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.2454, loss: 3.2454, grad_norm: 2.0797 2020-07-24 13:46:04,542 - mmaction - INFO - Epoch [24][960/3757] lr: 9.802e-02, eta: 8 days, 10:03:58, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5336, loss_cls: 3.3349, loss: 3.3349, grad_norm: 2.0872 2020-07-24 13:46:20,272 - mmaction - INFO - Epoch [24][980/3757] lr: 9.802e-02, eta: 8 days, 10:03:32, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.3023, top5_acc: 0.5453, loss_cls: 3.2698, loss: 3.2698, grad_norm: 2.0362 2020-07-24 13:46:36,069 - mmaction - INFO - Epoch [24][1000/3757] lr: 9.802e-02, eta: 8 days, 10:03:07, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2945, top5_acc: 0.5422, loss_cls: 3.3170, loss: 3.3170, grad_norm: 2.0897 2020-07-24 13:46:51,879 - mmaction - INFO - Epoch [24][1020/3757] lr: 9.802e-02, eta: 8 days, 10:02:42, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5500, loss_cls: 3.3327, loss: 3.3327, grad_norm: 2.0869 2020-07-24 13:47:07,686 - mmaction - INFO - Epoch [24][1040/3757] lr: 9.802e-02, eta: 8 days, 10:02:17, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.3148, top5_acc: 0.5563, loss_cls: 3.1633, loss: 3.1633, grad_norm: 2.0528 2020-07-24 13:47:23,446 - mmaction - INFO - Epoch [24][1060/3757] lr: 9.802e-02, eta: 8 days, 10:01:52, time: 0.789, data_time: 0.005, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5453, loss_cls: 3.2568, loss: 3.2568, grad_norm: 2.0846 2020-07-24 13:47:39,241 - mmaction - INFO - Epoch [24][1080/3757] lr: 9.802e-02, eta: 8 days, 10:01:26, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2977, top5_acc: 0.5250, loss_cls: 3.3513, loss: 3.3513, grad_norm: 2.1397 2020-07-24 13:47:55,021 - mmaction - INFO - Epoch [24][1100/3757] lr: 9.802e-02, eta: 8 days, 10:01:01, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5328, loss_cls: 3.3604, loss: 3.3604, grad_norm: 2.0319 2020-07-24 13:48:10,772 - mmaction - INFO - Epoch [24][1120/3757] lr: 9.802e-02, eta: 8 days, 10:00:36, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5383, loss_cls: 3.2610, loss: 3.2610, grad_norm: 2.0542 2020-07-24 13:48:26,534 - mmaction - INFO - Epoch [24][1140/3757] lr: 9.802e-02, eta: 8 days, 10:00:10, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3047, top5_acc: 0.5750, loss_cls: 3.1849, loss: 3.1849, grad_norm: 2.0696 2020-07-24 13:48:42,347 - mmaction - INFO - Epoch [24][1160/3757] lr: 9.802e-02, eta: 8 days, 9:59:46, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.3109, top5_acc: 0.5586, loss_cls: 3.1810, loss: 3.1810, grad_norm: 2.1686 2020-07-24 13:48:58,123 - mmaction - INFO - Epoch [24][1180/3757] lr: 9.802e-02, eta: 8 days, 9:59:20, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5398, loss_cls: 3.2611, loss: 3.2611, grad_norm: 2.1004 2020-07-24 13:49:13,926 - mmaction - INFO - Epoch [24][1200/3757] lr: 9.802e-02, eta: 8 days, 9:58:55, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5328, loss_cls: 3.2622, loss: 3.2622, grad_norm: 2.1039 2020-07-24 13:49:29,658 - mmaction - INFO - Epoch [24][1220/3757] lr: 9.802e-02, eta: 8 days, 9:58:30, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.3078, top5_acc: 0.5477, loss_cls: 3.2025, loss: 3.2025, grad_norm: 2.1010 2020-07-24 13:49:45,497 - mmaction - INFO - Epoch [24][1240/3757] lr: 9.802e-02, eta: 8 days, 9:58:05, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5484, loss_cls: 3.3113, loss: 3.3113, grad_norm: 2.1041 2020-07-24 13:50:01,405 - mmaction - INFO - Epoch [24][1260/3757] lr: 9.802e-02, eta: 8 days, 9:57:41, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5469, loss_cls: 3.3142, loss: 3.3142, grad_norm: 2.1024 2020-07-24 13:50:17,112 - mmaction - INFO - Epoch [24][1280/3757] lr: 9.802e-02, eta: 8 days, 9:57:15, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5523, loss_cls: 3.2965, loss: 3.2965, grad_norm: 2.1142 2020-07-24 13:50:32,909 - mmaction - INFO - Epoch [24][1300/3757] lr: 9.802e-02, eta: 8 days, 9:56:50, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3078, top5_acc: 0.5555, loss_cls: 3.3136, loss: 3.3136, grad_norm: 2.0585 2020-07-24 13:50:48,670 - mmaction - INFO - Epoch [24][1320/3757] lr: 9.802e-02, eta: 8 days, 9:56:25, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5617, loss_cls: 3.2447, loss: 3.2447, grad_norm: 2.0293 2020-07-24 13:51:04,454 - mmaction - INFO - Epoch [24][1340/3757] lr: 9.802e-02, eta: 8 days, 9:56:00, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5414, loss_cls: 3.3308, loss: 3.3308, grad_norm: 2.1057 2020-07-24 13:51:20,208 - mmaction - INFO - Epoch [24][1360/3757] lr: 9.802e-02, eta: 8 days, 9:55:35, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5547, loss_cls: 3.2414, loss: 3.2414, grad_norm: 2.0783 2020-07-24 13:51:35,941 - mmaction - INFO - Epoch [24][1380/3757] lr: 9.802e-02, eta: 8 days, 9:55:09, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5391, loss_cls: 3.2734, loss: 3.2734, grad_norm: 2.1077 2020-07-24 13:51:51,698 - mmaction - INFO - Epoch [24][1400/3757] lr: 9.802e-02, eta: 8 days, 9:54:44, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2602, top5_acc: 0.4992, loss_cls: 3.4026, loss: 3.4026, grad_norm: 2.1344 2020-07-24 13:52:07,489 - mmaction - INFO - Epoch [24][1420/3757] lr: 9.802e-02, eta: 8 days, 9:54:18, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.2970, loss: 3.2970, grad_norm: 2.0850 2020-07-24 13:52:23,221 - mmaction - INFO - Epoch [24][1440/3757] lr: 9.802e-02, eta: 8 days, 9:53:53, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2992, top5_acc: 0.5492, loss_cls: 3.1972, loss: 3.1972, grad_norm: 2.1076 2020-07-24 13:52:38,991 - mmaction - INFO - Epoch [24][1460/3757] lr: 9.802e-02, eta: 8 days, 9:53:28, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5312, loss_cls: 3.3566, loss: 3.3566, grad_norm: 2.1384 2020-07-24 13:52:54,810 - mmaction - INFO - Epoch [24][1480/3757] lr: 9.802e-02, eta: 8 days, 9:53:03, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5359, loss_cls: 3.3552, loss: 3.3552, grad_norm: 2.0529 2020-07-24 13:53:10,561 - mmaction - INFO - Epoch [24][1500/3757] lr: 9.802e-02, eta: 8 days, 9:52:38, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5188, loss_cls: 3.3592, loss: 3.3592, grad_norm: 2.0647 2020-07-24 13:53:26,372 - mmaction - INFO - Epoch [24][1520/3757] lr: 9.802e-02, eta: 8 days, 9:52:13, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.3016, top5_acc: 0.5484, loss_cls: 3.2643, loss: 3.2643, grad_norm: 2.0977 2020-07-24 13:53:42,167 - mmaction - INFO - Epoch [24][1540/3757] lr: 9.802e-02, eta: 8 days, 9:51:48, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2977, top5_acc: 0.5539, loss_cls: 3.2365, loss: 3.2365, grad_norm: 2.1486 2020-07-24 13:53:58,001 - mmaction - INFO - Epoch [24][1560/3757] lr: 9.802e-02, eta: 8 days, 9:51:23, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.3023, top5_acc: 0.5453, loss_cls: 3.3034, loss: 3.3034, grad_norm: 2.1256 2020-07-24 13:54:13,757 - mmaction - INFO - Epoch [24][1580/3757] lr: 9.802e-02, eta: 8 days, 9:50:58, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2508, top5_acc: 0.5070, loss_cls: 3.4425, loss: 3.4425, grad_norm: 2.0793 2020-07-24 13:54:29,595 - mmaction - INFO - Epoch [24][1600/3757] lr: 9.802e-02, eta: 8 days, 9:50:33, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.3102, top5_acc: 0.5531, loss_cls: 3.1738, loss: 3.1738, grad_norm: 2.0467 2020-07-24 13:54:45,357 - mmaction - INFO - Epoch [24][1620/3757] lr: 9.802e-02, eta: 8 days, 9:50:08, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3172, top5_acc: 0.5477, loss_cls: 3.1931, loss: 3.1931, grad_norm: 2.0723 2020-07-24 13:55:01,115 - mmaction - INFO - Epoch [24][1640/3757] lr: 9.802e-02, eta: 8 days, 9:49:43, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3086, top5_acc: 0.5445, loss_cls: 3.2465, loss: 3.2465, grad_norm: 2.0849 2020-07-24 13:55:16,952 - mmaction - INFO - Epoch [24][1660/3757] lr: 9.802e-02, eta: 8 days, 9:49:18, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.3234, top5_acc: 0.5578, loss_cls: 3.1753, loss: 3.1753, grad_norm: 2.0978 2020-07-24 13:55:32,786 - mmaction - INFO - Epoch [24][1680/3757] lr: 9.802e-02, eta: 8 days, 9:48:53, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5367, loss_cls: 3.3365, loss: 3.3365, grad_norm: 2.1055 2020-07-24 13:55:48,612 - mmaction - INFO - Epoch [24][1700/3757] lr: 9.802e-02, eta: 8 days, 9:48:29, time: 0.793, data_time: 0.005, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5375, loss_cls: 3.3033, loss: 3.3033, grad_norm: 2.1239 2020-07-24 13:56:04,436 - mmaction - INFO - Epoch [24][1720/3757] lr: 9.802e-02, eta: 8 days, 9:48:05, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5484, loss_cls: 3.3665, loss: 3.3665, grad_norm: 2.1150 2020-07-24 13:56:20,219 - mmaction - INFO - Epoch [24][1740/3757] lr: 9.802e-02, eta: 8 days, 9:47:40, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5219, loss_cls: 3.3772, loss: 3.3772, grad_norm: 2.0633 2020-07-24 13:56:36,011 - mmaction - INFO - Epoch [24][1760/3757] lr: 9.802e-02, eta: 8 days, 9:47:15, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3055, top5_acc: 0.5484, loss_cls: 3.2387, loss: 3.2387, grad_norm: 2.1236 2020-07-24 13:56:51,821 - mmaction - INFO - Epoch [24][1780/3757] lr: 9.802e-02, eta: 8 days, 9:46:50, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5242, loss_cls: 3.3816, loss: 3.3816, grad_norm: 2.1056 2020-07-24 13:57:07,594 - mmaction - INFO - Epoch [24][1800/3757] lr: 9.802e-02, eta: 8 days, 9:46:25, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3023, top5_acc: 0.5570, loss_cls: 3.2535, loss: 3.2535, grad_norm: 2.1120 2020-07-24 13:57:23,396 - mmaction - INFO - Epoch [24][1820/3757] lr: 9.802e-02, eta: 8 days, 9:46:00, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5469, loss_cls: 3.2838, loss: 3.2838, grad_norm: 2.0940 2020-07-24 13:57:39,196 - mmaction - INFO - Epoch [24][1840/3757] lr: 9.802e-02, eta: 8 days, 9:45:35, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5391, loss_cls: 3.3438, loss: 3.3438, grad_norm: 2.1429 2020-07-24 13:57:54,951 - mmaction - INFO - Epoch [24][1860/3757] lr: 9.802e-02, eta: 8 days, 9:45:10, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.3180, top5_acc: 0.5594, loss_cls: 3.2004, loss: 3.2004, grad_norm: 2.0381 2020-07-24 13:58:10,788 - mmaction - INFO - Epoch [24][1880/3757] lr: 9.802e-02, eta: 8 days, 9:44:45, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2508, top5_acc: 0.5125, loss_cls: 3.4090, loss: 3.4090, grad_norm: 2.1037 2020-07-24 13:58:26,631 - mmaction - INFO - Epoch [24][1900/3757] lr: 9.802e-02, eta: 8 days, 9:44:21, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5391, loss_cls: 3.3341, loss: 3.3341, grad_norm: 2.0595 2020-07-24 13:58:42,477 - mmaction - INFO - Epoch [24][1920/3757] lr: 9.802e-02, eta: 8 days, 9:43:56, time: 0.791, data_time: 0.001, memory: 6201, top1_acc: 0.3023, top5_acc: 0.5305, loss_cls: 3.3331, loss: 3.3331, grad_norm: 2.1016 2020-07-24 13:58:58,142 - mmaction - INFO - Epoch [24][1940/3757] lr: 9.802e-02, eta: 8 days, 9:43:30, time: 0.784, data_time: 0.002, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5430, loss_cls: 3.2956, loss: 3.2956, grad_norm: 2.0559 2020-07-24 13:59:13,921 - mmaction - INFO - Epoch [24][1960/3757] lr: 9.802e-02, eta: 8 days, 9:43:05, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5297, loss_cls: 3.2975, loss: 3.2975, grad_norm: 2.0635 2020-07-24 13:59:29,707 - mmaction - INFO - Epoch [24][1980/3757] lr: 9.802e-02, eta: 8 days, 9:42:40, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5492, loss_cls: 3.2945, loss: 3.2945, grad_norm: 2.0884 2020-07-24 13:59:45,446 - mmaction - INFO - Epoch [24][2000/3757] lr: 9.802e-02, eta: 8 days, 9:42:15, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5258, loss_cls: 3.3553, loss: 3.3553, grad_norm: 2.0709 2020-07-24 14:00:01,225 - mmaction - INFO - Epoch [24][2020/3757] lr: 9.802e-02, eta: 8 days, 9:41:50, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5375, loss_cls: 3.3063, loss: 3.3063, grad_norm: 2.0845 2020-07-24 14:00:21,635 - mmaction - INFO - Epoch [24][2040/3757] lr: 9.802e-02, eta: 8 days, 9:42:10, time: 1.018, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5391, loss_cls: 3.2485, loss: 3.2485, grad_norm: 2.0576 2020-07-24 14:00:37,456 - mmaction - INFO - Epoch [24][2060/3757] lr: 9.802e-02, eta: 8 days, 9:41:46, time: 0.794, data_time: 0.006, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5367, loss_cls: 3.2691, loss: 3.2691, grad_norm: 2.1111 2020-07-24 14:00:53,233 - mmaction - INFO - Epoch [24][2080/3757] lr: 9.802e-02, eta: 8 days, 9:41:21, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2977, top5_acc: 0.5453, loss_cls: 3.2170, loss: 3.2170, grad_norm: 2.0828 2020-07-24 14:01:09,008 - mmaction - INFO - Epoch [24][2100/3757] lr: 9.802e-02, eta: 8 days, 9:40:56, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5516, loss_cls: 3.2666, loss: 3.2666, grad_norm: 2.1421 2020-07-24 14:01:24,767 - mmaction - INFO - Epoch [24][2120/3757] lr: 9.802e-02, eta: 8 days, 9:40:31, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5414, loss_cls: 3.2900, loss: 3.2900, grad_norm: 2.0821 2020-07-24 14:01:40,567 - mmaction - INFO - Epoch [24][2140/3757] lr: 9.802e-02, eta: 8 days, 9:40:06, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3016, top5_acc: 0.5492, loss_cls: 3.2964, loss: 3.2964, grad_norm: 2.1268 2020-07-24 14:01:56,386 - mmaction - INFO - Epoch [24][2160/3757] lr: 9.802e-02, eta: 8 days, 9:39:41, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5391, loss_cls: 3.3054, loss: 3.3054, grad_norm: 2.0945 2020-07-24 14:02:12,174 - mmaction - INFO - Epoch [24][2180/3757] lr: 9.802e-02, eta: 8 days, 9:39:16, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5469, loss_cls: 3.2818, loss: 3.2818, grad_norm: 2.0855 2020-07-24 14:02:27,944 - mmaction - INFO - Epoch [24][2200/3757] lr: 9.802e-02, eta: 8 days, 9:38:51, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3000, top5_acc: 0.5445, loss_cls: 3.2586, loss: 3.2586, grad_norm: 2.0929 2020-07-24 14:02:43,818 - mmaction - INFO - Epoch [24][2220/3757] lr: 9.802e-02, eta: 8 days, 9:38:27, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5133, loss_cls: 3.3863, loss: 3.3863, grad_norm: 2.0944 2020-07-24 14:02:59,617 - mmaction - INFO - Epoch [24][2240/3757] lr: 9.802e-02, eta: 8 days, 9:38:03, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2945, top5_acc: 0.5469, loss_cls: 3.2623, loss: 3.2623, grad_norm: 2.0620 2020-07-24 14:03:15,395 - mmaction - INFO - Epoch [24][2260/3757] lr: 9.802e-02, eta: 8 days, 9:37:38, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5320, loss_cls: 3.3275, loss: 3.3275, grad_norm: 2.1608 2020-07-24 14:03:31,170 - mmaction - INFO - Epoch [24][2280/3757] lr: 9.802e-02, eta: 8 days, 9:37:12, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5492, loss_cls: 3.3151, loss: 3.3151, grad_norm: 2.0416 2020-07-24 14:03:46,934 - mmaction - INFO - Epoch [24][2300/3757] lr: 9.802e-02, eta: 8 days, 9:36:47, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5414, loss_cls: 3.2919, loss: 3.2919, grad_norm: 2.0677 2020-07-24 14:04:02,665 - mmaction - INFO - Epoch [24][2320/3757] lr: 9.802e-02, eta: 8 days, 9:36:22, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2992, top5_acc: 0.5648, loss_cls: 3.2790, loss: 3.2790, grad_norm: 2.0931 2020-07-24 14:04:18,399 - mmaction - INFO - Epoch [24][2340/3757] lr: 9.802e-02, eta: 8 days, 9:35:56, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.3078, top5_acc: 0.5445, loss_cls: 3.2488, loss: 3.2488, grad_norm: 2.0717 2020-07-24 14:04:34,238 - mmaction - INFO - Epoch [24][2360/3757] lr: 9.802e-02, eta: 8 days, 9:35:32, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5383, loss_cls: 3.2859, loss: 3.2859, grad_norm: 2.0969 2020-07-24 14:04:50,020 - mmaction - INFO - Epoch [24][2380/3757] lr: 9.802e-02, eta: 8 days, 9:35:07, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5492, loss_cls: 3.2286, loss: 3.2286, grad_norm: 2.1080 2020-07-24 14:05:05,926 - mmaction - INFO - Epoch [24][2400/3757] lr: 9.802e-02, eta: 8 days, 9:34:43, time: 0.795, data_time: 0.004, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5352, loss_cls: 3.2790, loss: 3.2790, grad_norm: 2.1350 2020-07-24 14:05:21,728 - mmaction - INFO - Epoch [24][2420/3757] lr: 9.802e-02, eta: 8 days, 9:34:19, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5594, loss_cls: 3.1876, loss: 3.1876, grad_norm: 2.0576 2020-07-24 14:05:37,398 - mmaction - INFO - Epoch [24][2440/3757] lr: 9.802e-02, eta: 8 days, 9:33:53, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5570, loss_cls: 3.2992, loss: 3.2992, grad_norm: 2.1561 2020-07-24 14:05:53,156 - mmaction - INFO - Epoch [24][2460/3757] lr: 9.802e-02, eta: 8 days, 9:33:28, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2992, top5_acc: 0.5086, loss_cls: 3.3646, loss: 3.3646, grad_norm: 2.1013 2020-07-24 14:06:08,951 - mmaction - INFO - Epoch [24][2480/3757] lr: 9.802e-02, eta: 8 days, 9:33:03, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3055, top5_acc: 0.5672, loss_cls: 3.2386, loss: 3.2386, grad_norm: 2.0366 2020-07-24 14:06:24,688 - mmaction - INFO - Epoch [24][2500/3757] lr: 9.802e-02, eta: 8 days, 9:32:38, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.3000, top5_acc: 0.5391, loss_cls: 3.2606, loss: 3.2606, grad_norm: 2.1229 2020-07-24 14:06:40,457 - mmaction - INFO - Epoch [24][2520/3757] lr: 9.802e-02, eta: 8 days, 9:32:13, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5172, loss_cls: 3.3118, loss: 3.3118, grad_norm: 2.1480 2020-07-24 14:06:56,228 - mmaction - INFO - Epoch [24][2540/3757] lr: 9.802e-02, eta: 8 days, 9:31:47, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2687, top5_acc: 0.5406, loss_cls: 3.3468, loss: 3.3468, grad_norm: 2.0841 2020-07-24 14:07:12,040 - mmaction - INFO - Epoch [24][2560/3757] lr: 9.802e-02, eta: 8 days, 9:31:23, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5328, loss_cls: 3.2822, loss: 3.2822, grad_norm: 2.0707 2020-07-24 14:07:27,830 - mmaction - INFO - Epoch [24][2580/3757] lr: 9.802e-02, eta: 8 days, 9:30:58, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.3791, loss: 3.3791, grad_norm: 2.0376 2020-07-24 14:07:43,611 - mmaction - INFO - Epoch [24][2600/3757] lr: 9.802e-02, eta: 8 days, 9:30:33, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5406, loss_cls: 3.2439, loss: 3.2439, grad_norm: 2.0137 2020-07-24 14:07:59,381 - mmaction - INFO - Epoch [24][2620/3757] lr: 9.802e-02, eta: 8 days, 9:30:08, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5383, loss_cls: 3.3805, loss: 3.3805, grad_norm: 2.0943 2020-07-24 14:08:15,161 - mmaction - INFO - Epoch [24][2640/3757] lr: 9.802e-02, eta: 8 days, 9:29:43, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.3031, top5_acc: 0.5492, loss_cls: 3.2045, loss: 3.2045, grad_norm: 2.0982 2020-07-24 14:08:30,986 - mmaction - INFO - Epoch [24][2660/3757] lr: 9.802e-02, eta: 8 days, 9:29:19, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5078, loss_cls: 3.3797, loss: 3.3797, grad_norm: 2.1222 2020-07-24 14:08:46,804 - mmaction - INFO - Epoch [24][2680/3757] lr: 9.802e-02, eta: 8 days, 9:28:54, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5281, loss_cls: 3.3343, loss: 3.3343, grad_norm: 2.1248 2020-07-24 14:09:02,566 - mmaction - INFO - Epoch [24][2700/3757] lr: 9.802e-02, eta: 8 days, 9:28:29, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5320, loss_cls: 3.3726, loss: 3.3726, grad_norm: 2.0808 2020-07-24 14:09:18,418 - mmaction - INFO - Epoch [24][2720/3757] lr: 9.802e-02, eta: 8 days, 9:28:05, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5344, loss_cls: 3.2853, loss: 3.2853, grad_norm: 2.0635 2020-07-24 14:09:34,216 - mmaction - INFO - Epoch [24][2740/3757] lr: 9.802e-02, eta: 8 days, 9:27:40, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5453, loss_cls: 3.3318, loss: 3.3318, grad_norm: 2.0702 2020-07-24 14:09:49,995 - mmaction - INFO - Epoch [24][2760/3757] lr: 9.802e-02, eta: 8 days, 9:27:15, time: 0.790, data_time: 0.005, memory: 6201, top1_acc: 0.3195, top5_acc: 0.5719, loss_cls: 3.1606, loss: 3.1606, grad_norm: 2.0840 2020-07-24 14:10:05,933 - mmaction - INFO - Epoch [24][2780/3757] lr: 9.802e-02, eta: 8 days, 9:26:52, time: 0.797, data_time: 0.004, memory: 6201, top1_acc: 0.2977, top5_acc: 0.5422, loss_cls: 3.3034, loss: 3.3034, grad_norm: 2.1095 2020-07-24 14:10:21,627 - mmaction - INFO - Epoch [24][2800/3757] lr: 9.802e-02, eta: 8 days, 9:26:27, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5258, loss_cls: 3.3753, loss: 3.3753, grad_norm: 2.0844 2020-07-24 14:10:37,444 - mmaction - INFO - Epoch [24][2820/3757] lr: 9.802e-02, eta: 8 days, 9:26:02, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.3055, top5_acc: 0.5312, loss_cls: 3.2745, loss: 3.2745, grad_norm: 2.0232 2020-07-24 14:10:53,217 - mmaction - INFO - Epoch [24][2840/3757] lr: 9.802e-02, eta: 8 days, 9:25:37, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5430, loss_cls: 3.3288, loss: 3.3288, grad_norm: 2.1087 2020-07-24 14:11:09,009 - mmaction - INFO - Epoch [24][2860/3757] lr: 9.802e-02, eta: 8 days, 9:25:12, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5266, loss_cls: 3.3034, loss: 3.3034, grad_norm: 2.0819 2020-07-24 14:11:24,792 - mmaction - INFO - Epoch [24][2880/3757] lr: 9.802e-02, eta: 8 days, 9:24:48, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.3047, top5_acc: 0.5477, loss_cls: 3.2741, loss: 3.2741, grad_norm: 2.1110 2020-07-24 14:11:40,542 - mmaction - INFO - Epoch [24][2900/3757] lr: 9.802e-02, eta: 8 days, 9:24:22, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5391, loss_cls: 3.3125, loss: 3.3125, grad_norm: 2.1189 2020-07-24 14:11:56,291 - mmaction - INFO - Epoch [24][2920/3757] lr: 9.802e-02, eta: 8 days, 9:23:57, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5531, loss_cls: 3.2535, loss: 3.2535, grad_norm: 2.0982 2020-07-24 14:12:12,087 - mmaction - INFO - Epoch [24][2940/3757] lr: 9.802e-02, eta: 8 days, 9:23:33, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3102, top5_acc: 0.5547, loss_cls: 3.1893, loss: 3.1893, grad_norm: 2.1197 2020-07-24 14:12:27,902 - mmaction - INFO - Epoch [24][2960/3757] lr: 9.802e-02, eta: 8 days, 9:23:08, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5180, loss_cls: 3.3455, loss: 3.3455, grad_norm: 2.0885 2020-07-24 14:12:43,676 - mmaction - INFO - Epoch [24][2980/3757] lr: 9.802e-02, eta: 8 days, 9:22:43, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2992, top5_acc: 0.5539, loss_cls: 3.1902, loss: 3.1902, grad_norm: 2.1089 2020-07-24 14:12:59,504 - mmaction - INFO - Epoch [24][3000/3757] lr: 9.802e-02, eta: 8 days, 9:22:19, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5484, loss_cls: 3.2632, loss: 3.2632, grad_norm: 2.0830 2020-07-24 14:13:15,290 - mmaction - INFO - Epoch [24][3020/3757] lr: 9.802e-02, eta: 8 days, 9:21:54, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3078, top5_acc: 0.5336, loss_cls: 3.2665, loss: 3.2665, grad_norm: 2.1723 2020-07-24 14:13:31,107 - mmaction - INFO - Epoch [24][3040/3757] lr: 9.802e-02, eta: 8 days, 9:21:30, time: 0.791, data_time: 0.002, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5437, loss_cls: 3.3189, loss: 3.3189, grad_norm: 2.1268 2020-07-24 14:13:46,934 - mmaction - INFO - Epoch [24][3060/3757] lr: 9.802e-02, eta: 8 days, 9:21:05, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.2486, loss: 3.2486, grad_norm: 2.0812 2020-07-24 14:14:02,759 - mmaction - INFO - Epoch [24][3080/3757] lr: 9.802e-02, eta: 8 days, 9:20:41, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5367, loss_cls: 3.3341, loss: 3.3341, grad_norm: 2.1665 2020-07-24 14:14:18,517 - mmaction - INFO - Epoch [24][3100/3757] lr: 9.802e-02, eta: 8 days, 9:20:16, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5344, loss_cls: 3.2508, loss: 3.2508, grad_norm: 2.0759 2020-07-24 14:14:34,386 - mmaction - INFO - Epoch [24][3120/3757] lr: 9.802e-02, eta: 8 days, 9:19:52, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5414, loss_cls: 3.2423, loss: 3.2423, grad_norm: 2.0675 2020-07-24 14:14:50,142 - mmaction - INFO - Epoch [24][3140/3757] lr: 9.802e-02, eta: 8 days, 9:19:27, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5375, loss_cls: 3.2530, loss: 3.2530, grad_norm: 2.1011 2020-07-24 14:15:05,984 - mmaction - INFO - Epoch [24][3160/3757] lr: 9.802e-02, eta: 8 days, 9:19:03, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5242, loss_cls: 3.3930, loss: 3.3930, grad_norm: 2.0974 2020-07-24 14:15:21,668 - mmaction - INFO - Epoch [24][3180/3757] lr: 9.802e-02, eta: 8 days, 9:18:37, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5336, loss_cls: 3.3344, loss: 3.3344, grad_norm: 2.0606 2020-07-24 14:15:37,460 - mmaction - INFO - Epoch [24][3200/3757] lr: 9.802e-02, eta: 8 days, 9:18:13, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5297, loss_cls: 3.3629, loss: 3.3629, grad_norm: 2.1219 2020-07-24 14:15:53,224 - mmaction - INFO - Epoch [24][3220/3757] lr: 9.802e-02, eta: 8 days, 9:17:48, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2977, top5_acc: 0.5391, loss_cls: 3.3043, loss: 3.3043, grad_norm: 2.0914 2020-07-24 14:16:08,953 - mmaction - INFO - Epoch [24][3240/3757] lr: 9.802e-02, eta: 8 days, 9:17:22, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5437, loss_cls: 3.2868, loss: 3.2868, grad_norm: 2.0630 2020-07-24 14:16:24,700 - mmaction - INFO - Epoch [24][3260/3757] lr: 9.802e-02, eta: 8 days, 9:16:57, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5188, loss_cls: 3.3749, loss: 3.3749, grad_norm: 2.0965 2020-07-24 14:16:40,508 - mmaction - INFO - Epoch [24][3280/3757] lr: 9.802e-02, eta: 8 days, 9:16:33, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5578, loss_cls: 3.3013, loss: 3.3013, grad_norm: 2.0710 2020-07-24 14:16:56,373 - mmaction - INFO - Epoch [24][3300/3757] lr: 9.802e-02, eta: 8 days, 9:16:09, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5359, loss_cls: 3.2761, loss: 3.2761, grad_norm: 2.0451 2020-07-24 14:17:12,162 - mmaction - INFO - Epoch [24][3320/3757] lr: 9.802e-02, eta: 8 days, 9:15:44, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3008, top5_acc: 0.5383, loss_cls: 3.2741, loss: 3.2741, grad_norm: 2.0478 2020-07-24 14:17:27,940 - mmaction - INFO - Epoch [24][3340/3757] lr: 9.802e-02, eta: 8 days, 9:15:19, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2945, top5_acc: 0.5406, loss_cls: 3.2940, loss: 3.2940, grad_norm: 2.0681 2020-07-24 14:17:43,667 - mmaction - INFO - Epoch [24][3360/3757] lr: 9.802e-02, eta: 8 days, 9:14:54, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.3055, top5_acc: 0.5508, loss_cls: 3.2627, loss: 3.2627, grad_norm: 2.0841 2020-07-24 14:17:59,443 - mmaction - INFO - Epoch [24][3380/3757] lr: 9.802e-02, eta: 8 days, 9:14:29, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3047, top5_acc: 0.5344, loss_cls: 3.3170, loss: 3.3170, grad_norm: 2.0829 2020-07-24 14:18:15,224 - mmaction - INFO - Epoch [24][3400/3757] lr: 9.802e-02, eta: 8 days, 9:14:05, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5375, loss_cls: 3.3538, loss: 3.3538, grad_norm: 2.0906 2020-07-24 14:18:30,987 - mmaction - INFO - Epoch [24][3420/3757] lr: 9.802e-02, eta: 8 days, 9:13:40, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5500, loss_cls: 3.2852, loss: 3.2852, grad_norm: 2.1029 2020-07-24 14:18:46,750 - mmaction - INFO - Epoch [24][3440/3757] lr: 9.802e-02, eta: 8 days, 9:13:15, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5383, loss_cls: 3.3256, loss: 3.3256, grad_norm: 2.0833 2020-07-24 14:19:02,557 - mmaction - INFO - Epoch [24][3460/3757] lr: 9.802e-02, eta: 8 days, 9:12:50, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5563, loss_cls: 3.2964, loss: 3.2964, grad_norm: 2.0995 2020-07-24 14:19:18,323 - mmaction - INFO - Epoch [24][3480/3757] lr: 9.802e-02, eta: 8 days, 9:12:26, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5477, loss_cls: 3.2381, loss: 3.2381, grad_norm: 2.0883 2020-07-24 14:19:34,160 - mmaction - INFO - Epoch [24][3500/3757] lr: 9.802e-02, eta: 8 days, 9:12:01, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.3070, top5_acc: 0.5797, loss_cls: 3.1831, loss: 3.1831, grad_norm: 2.1049 2020-07-24 14:19:49,885 - mmaction - INFO - Epoch [24][3520/3757] lr: 9.802e-02, eta: 8 days, 9:11:36, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5070, loss_cls: 3.4163, loss: 3.4163, grad_norm: 2.1112 2020-07-24 14:20:05,681 - mmaction - INFO - Epoch [24][3540/3757] lr: 9.802e-02, eta: 8 days, 9:11:11, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5391, loss_cls: 3.3568, loss: 3.3568, grad_norm: 2.1052 2020-07-24 14:20:21,349 - mmaction - INFO - Epoch [24][3560/3757] lr: 9.802e-02, eta: 8 days, 9:10:46, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5539, loss_cls: 3.2935, loss: 3.2935, grad_norm: 2.0668 2020-07-24 14:20:37,086 - mmaction - INFO - Epoch [24][3580/3757] lr: 9.802e-02, eta: 8 days, 9:10:21, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.3039, top5_acc: 0.5672, loss_cls: 3.2010, loss: 3.2010, grad_norm: 2.0611 2020-07-24 14:20:52,867 - mmaction - INFO - Epoch [24][3600/3757] lr: 9.802e-02, eta: 8 days, 9:09:56, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5344, loss_cls: 3.3599, loss: 3.3599, grad_norm: 2.1671 2020-07-24 14:21:08,607 - mmaction - INFO - Epoch [24][3620/3757] lr: 9.802e-02, eta: 8 days, 9:09:31, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5383, loss_cls: 3.3433, loss: 3.3433, grad_norm: 2.1133 2020-07-24 14:21:24,367 - mmaction - INFO - Epoch [24][3640/3757] lr: 9.802e-02, eta: 8 days, 9:09:06, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.1722, loss: 3.1722, grad_norm: 2.0811 2020-07-24 14:21:40,206 - mmaction - INFO - Epoch [24][3660/3757] lr: 9.802e-02, eta: 8 days, 9:08:42, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5219, loss_cls: 3.4753, loss: 3.4753, grad_norm: 2.1027 2020-07-24 14:21:55,998 - mmaction - INFO - Epoch [24][3680/3757] lr: 9.802e-02, eta: 8 days, 9:08:17, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3047, top5_acc: 0.5539, loss_cls: 3.2170, loss: 3.2170, grad_norm: 2.1426 2020-07-24 14:22:11,697 - mmaction - INFO - Epoch [24][3700/3757] lr: 9.802e-02, eta: 8 days, 9:07:52, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5430, loss_cls: 3.2884, loss: 3.2884, grad_norm: 2.1196 2020-07-24 14:22:27,482 - mmaction - INFO - Epoch [24][3720/3757] lr: 9.802e-02, eta: 8 days, 9:07:27, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5523, loss_cls: 3.1993, loss: 3.1993, grad_norm: 2.0767 2020-07-24 14:22:43,197 - mmaction - INFO - Epoch [24][3740/3757] lr: 9.802e-02, eta: 8 days, 9:07:02, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.3023, top5_acc: 0.5500, loss_cls: 3.2687, loss: 3.2687, grad_norm: 2.0516 2020-07-24 14:23:03,069 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-07-24 14:25:53,569 - mmaction - INFO - Epoch [25][20/3757] lr: 9.785e-02, eta: 8 days, 9:28:50, time: 8.462, data_time: 7.601, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5539, loss_cls: 3.2683, loss: 3.2683, grad_norm: 2.1128 2020-07-24 14:26:09,412 - mmaction - INFO - Epoch [25][40/3757] lr: 9.785e-02, eta: 8 days, 9:28:25, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2984, top5_acc: 0.5586, loss_cls: 3.2019, loss: 3.2019, grad_norm: 2.0646 2020-07-24 14:26:25,177 - mmaction - INFO - Epoch [25][60/3757] lr: 9.785e-02, eta: 8 days, 9:28:00, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.3078, top5_acc: 0.5563, loss_cls: 3.1488, loss: 3.1488, grad_norm: 2.0990 2020-07-24 14:26:40,908 - mmaction - INFO - Epoch [25][80/3757] lr: 9.785e-02, eta: 8 days, 9:27:35, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.3023, top5_acc: 0.5617, loss_cls: 3.2038, loss: 3.2038, grad_norm: 2.1385 2020-07-24 14:26:56,687 - mmaction - INFO - Epoch [25][100/3757] lr: 9.785e-02, eta: 8 days, 9:27:10, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3008, top5_acc: 0.5656, loss_cls: 3.2502, loss: 3.2502, grad_norm: 2.1372 2020-07-24 14:27:12,462 - mmaction - INFO - Epoch [25][120/3757] lr: 9.785e-02, eta: 8 days, 9:26:45, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3109, top5_acc: 0.5352, loss_cls: 3.2853, loss: 3.2853, grad_norm: 2.0585 2020-07-24 14:27:28,188 - mmaction - INFO - Epoch [25][140/3757] lr: 9.785e-02, eta: 8 days, 9:26:19, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.3008, top5_acc: 0.5523, loss_cls: 3.2878, loss: 3.2878, grad_norm: 2.1456 2020-07-24 14:27:43,953 - mmaction - INFO - Epoch [25][160/3757] lr: 9.785e-02, eta: 8 days, 9:25:54, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5367, loss_cls: 3.2907, loss: 3.2907, grad_norm: 2.1314 2020-07-24 14:27:59,672 - mmaction - INFO - Epoch [25][180/3757] lr: 9.785e-02, eta: 8 days, 9:25:29, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.3109, top5_acc: 0.5578, loss_cls: 3.1853, loss: 3.1853, grad_norm: 2.0554 2020-07-24 14:28:15,481 - mmaction - INFO - Epoch [25][200/3757] lr: 9.785e-02, eta: 8 days, 9:25:04, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5437, loss_cls: 3.2191, loss: 3.2191, grad_norm: 2.1563 2020-07-24 14:28:31,257 - mmaction - INFO - Epoch [25][220/3757] lr: 9.785e-02, eta: 8 days, 9:24:39, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3109, top5_acc: 0.5625, loss_cls: 3.2090, loss: 3.2090, grad_norm: 2.0898 2020-07-24 14:28:46,989 - mmaction - INFO - Epoch [25][240/3757] lr: 9.785e-02, eta: 8 days, 9:24:14, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5391, loss_cls: 3.2973, loss: 3.2973, grad_norm: 2.1323 2020-07-24 14:29:02,739 - mmaction - INFO - Epoch [25][260/3757] lr: 9.785e-02, eta: 8 days, 9:23:48, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3195, top5_acc: 0.5609, loss_cls: 3.2011, loss: 3.2011, grad_norm: 2.0794 2020-07-24 14:29:18,526 - mmaction - INFO - Epoch [25][280/3757] lr: 9.785e-02, eta: 8 days, 9:23:24, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1881, loss: 3.1881, grad_norm: 2.1063 2020-07-24 14:29:34,330 - mmaction - INFO - Epoch [25][300/3757] lr: 9.785e-02, eta: 8 days, 9:22:59, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5453, loss_cls: 3.2286, loss: 3.2286, grad_norm: 2.0901 2020-07-24 14:29:50,040 - mmaction - INFO - Epoch [25][320/3757] lr: 9.785e-02, eta: 8 days, 9:22:33, time: 0.786, data_time: 0.004, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5461, loss_cls: 3.2853, loss: 3.2853, grad_norm: 2.1114 2020-07-24 14:30:05,837 - mmaction - INFO - Epoch [25][340/3757] lr: 9.785e-02, eta: 8 days, 9:22:08, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2984, top5_acc: 0.5563, loss_cls: 3.1686, loss: 3.1686, grad_norm: 2.1087 2020-07-24 14:30:21,538 - mmaction - INFO - Epoch [25][360/3757] lr: 9.785e-02, eta: 8 days, 9:21:43, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.3047, top5_acc: 0.5398, loss_cls: 3.2251, loss: 3.2251, grad_norm: 2.1504 2020-07-24 14:30:37,304 - mmaction - INFO - Epoch [25][380/3757] lr: 9.785e-02, eta: 8 days, 9:21:18, time: 0.788, data_time: 0.002, memory: 6201, top1_acc: 0.3211, top5_acc: 0.5469, loss_cls: 3.2358, loss: 3.2358, grad_norm: 2.1092 2020-07-24 14:30:53,114 - mmaction - INFO - Epoch [25][400/3757] lr: 9.785e-02, eta: 8 days, 9:20:53, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5469, loss_cls: 3.2602, loss: 3.2602, grad_norm: 2.1316 2020-07-24 14:31:08,844 - mmaction - INFO - Epoch [25][420/3757] lr: 9.785e-02, eta: 8 days, 9:20:28, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5430, loss_cls: 3.2527, loss: 3.2527, grad_norm: 2.1331 2020-07-24 14:31:24,613 - mmaction - INFO - Epoch [25][440/3757] lr: 9.785e-02, eta: 8 days, 9:20:03, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2719, top5_acc: 0.5297, loss_cls: 3.3618, loss: 3.3618, grad_norm: 2.1202 2020-07-24 14:31:40,380 - mmaction - INFO - Epoch [25][460/3757] lr: 9.785e-02, eta: 8 days, 9:19:38, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3117, top5_acc: 0.5563, loss_cls: 3.1962, loss: 3.1962, grad_norm: 2.0873 2020-07-24 14:31:56,128 - mmaction - INFO - Epoch [25][480/3757] lr: 9.785e-02, eta: 8 days, 9:19:12, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3109, top5_acc: 0.5484, loss_cls: 3.2283, loss: 3.2283, grad_norm: 2.1401 2020-07-24 14:32:11,936 - mmaction - INFO - Epoch [25][500/3757] lr: 9.785e-02, eta: 8 days, 9:18:48, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5570, loss_cls: 3.1423, loss: 3.1423, grad_norm: 2.0846 2020-07-24 14:32:27,762 - mmaction - INFO - Epoch [25][520/3757] lr: 9.785e-02, eta: 8 days, 9:18:23, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5625, loss_cls: 3.2495, loss: 3.2495, grad_norm: 2.1062 2020-07-24 14:32:43,454 - mmaction - INFO - Epoch [25][540/3757] lr: 9.785e-02, eta: 8 days, 9:17:58, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.2154, loss: 3.2154, grad_norm: 2.1502 2020-07-24 14:32:59,232 - mmaction - INFO - Epoch [25][560/3757] lr: 9.785e-02, eta: 8 days, 9:17:33, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5430, loss_cls: 3.2266, loss: 3.2266, grad_norm: 2.1142 2020-07-24 14:33:14,986 - mmaction - INFO - Epoch [25][580/3757] lr: 9.785e-02, eta: 8 days, 9:17:07, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5367, loss_cls: 3.3152, loss: 3.3152, grad_norm: 2.1079 2020-07-24 14:33:30,745 - mmaction - INFO - Epoch [25][600/3757] lr: 9.785e-02, eta: 8 days, 9:16:42, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5539, loss_cls: 3.2140, loss: 3.2140, grad_norm: 2.0672 2020-07-24 14:33:46,483 - mmaction - INFO - Epoch [25][620/3757] lr: 9.785e-02, eta: 8 days, 9:16:17, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5469, loss_cls: 3.2888, loss: 3.2888, grad_norm: 2.1311 2020-07-24 14:34:02,286 - mmaction - INFO - Epoch [25][640/3757] lr: 9.785e-02, eta: 8 days, 9:15:53, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5477, loss_cls: 3.2667, loss: 3.2667, grad_norm: 2.0639 2020-07-24 14:34:18,031 - mmaction - INFO - Epoch [25][660/3757] lr: 9.785e-02, eta: 8 days, 9:15:27, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5453, loss_cls: 3.2651, loss: 3.2651, grad_norm: 2.1291 2020-07-24 14:34:33,790 - mmaction - INFO - Epoch [25][680/3757] lr: 9.785e-02, eta: 8 days, 9:15:02, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.3102, top5_acc: 0.5711, loss_cls: 3.1605, loss: 3.1605, grad_norm: 2.0624 2020-07-24 14:34:49,597 - mmaction - INFO - Epoch [25][700/3757] lr: 9.785e-02, eta: 8 days, 9:14:38, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3109, top5_acc: 0.5492, loss_cls: 3.2155, loss: 3.2155, grad_norm: 2.0695 2020-07-24 14:35:05,425 - mmaction - INFO - Epoch [25][720/3757] lr: 9.785e-02, eta: 8 days, 9:14:13, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5508, loss_cls: 3.3078, loss: 3.3078, grad_norm: 2.1774 2020-07-24 14:35:21,139 - mmaction - INFO - Epoch [25][740/3757] lr: 9.785e-02, eta: 8 days, 9:13:48, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5477, loss_cls: 3.2974, loss: 3.2974, grad_norm: 2.0570 2020-07-24 14:35:36,896 - mmaction - INFO - Epoch [25][760/3757] lr: 9.785e-02, eta: 8 days, 9:13:23, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5570, loss_cls: 3.2358, loss: 3.2358, grad_norm: 2.1157 2020-07-24 14:35:52,645 - mmaction - INFO - Epoch [25][780/3757] lr: 9.785e-02, eta: 8 days, 9:12:58, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5250, loss_cls: 3.3924, loss: 3.3924, grad_norm: 2.0954 2020-07-24 14:36:08,445 - mmaction - INFO - Epoch [25][800/3757] lr: 9.785e-02, eta: 8 days, 9:12:33, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3094, top5_acc: 0.5453, loss_cls: 3.2875, loss: 3.2875, grad_norm: 2.0656 2020-07-24 14:36:24,266 - mmaction - INFO - Epoch [25][820/3757] lr: 9.785e-02, eta: 8 days, 9:12:09, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.3164, top5_acc: 0.5625, loss_cls: 3.1663, loss: 3.1663, grad_norm: 2.1191 2020-07-24 14:36:39,999 - mmaction - INFO - Epoch [25][840/3757] lr: 9.785e-02, eta: 8 days, 9:11:43, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5352, loss_cls: 3.2907, loss: 3.2907, grad_norm: 2.0945 2020-07-24 14:36:55,722 - mmaction - INFO - Epoch [25][860/3757] lr: 9.785e-02, eta: 8 days, 9:11:18, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5563, loss_cls: 3.2632, loss: 3.2632, grad_norm: 2.0833 2020-07-24 14:37:11,611 - mmaction - INFO - Epoch [25][880/3757] lr: 9.785e-02, eta: 8 days, 9:10:54, time: 0.794, data_time: 0.004, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5555, loss_cls: 3.2311, loss: 3.2311, grad_norm: 2.0715 2020-07-24 14:37:27,303 - mmaction - INFO - Epoch [25][900/3757] lr: 9.785e-02, eta: 8 days, 9:10:28, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5234, loss_cls: 3.3535, loss: 3.3535, grad_norm: 2.1078 2020-07-24 14:37:43,099 - mmaction - INFO - Epoch [25][920/3757] lr: 9.785e-02, eta: 8 days, 9:10:04, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5422, loss_cls: 3.3041, loss: 3.3041, grad_norm: 2.0840 2020-07-24 14:37:58,872 - mmaction - INFO - Epoch [25][940/3757] lr: 9.785e-02, eta: 8 days, 9:09:39, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3008, top5_acc: 0.5484, loss_cls: 3.2684, loss: 3.2684, grad_norm: 2.1448 2020-07-24 14:38:14,689 - mmaction - INFO - Epoch [25][960/3757] lr: 9.785e-02, eta: 8 days, 9:09:15, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.3008, top5_acc: 0.5641, loss_cls: 3.2148, loss: 3.2148, grad_norm: 2.1034 2020-07-24 14:38:30,453 - mmaction - INFO - Epoch [25][980/3757] lr: 9.785e-02, eta: 8 days, 9:08:50, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5414, loss_cls: 3.2918, loss: 3.2918, grad_norm: 2.0941 2020-07-24 14:38:46,229 - mmaction - INFO - Epoch [25][1000/3757] lr: 9.785e-02, eta: 8 days, 9:08:25, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2945, top5_acc: 0.5555, loss_cls: 3.2456, loss: 3.2456, grad_norm: 2.1368 2020-07-24 14:39:02,067 - mmaction - INFO - Epoch [25][1020/3757] lr: 9.785e-02, eta: 8 days, 9:08:01, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5602, loss_cls: 3.2663, loss: 3.2663, grad_norm: 2.1390 2020-07-24 14:39:17,791 - mmaction - INFO - Epoch [25][1040/3757] lr: 9.785e-02, eta: 8 days, 9:07:35, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5344, loss_cls: 3.3917, loss: 3.3917, grad_norm: 2.1414 2020-07-24 14:39:33,541 - mmaction - INFO - Epoch [25][1060/3757] lr: 9.785e-02, eta: 8 days, 9:07:10, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.1497, loss: 3.1497, grad_norm: 2.0922 2020-07-24 14:39:49,373 - mmaction - INFO - Epoch [25][1080/3757] lr: 9.785e-02, eta: 8 days, 9:06:46, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5414, loss_cls: 3.2894, loss: 3.2894, grad_norm: 2.1673 2020-07-24 14:40:05,170 - mmaction - INFO - Epoch [25][1100/3757] lr: 9.785e-02, eta: 8 days, 9:06:21, time: 0.791, data_time: 0.005, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5359, loss_cls: 3.3248, loss: 3.3248, grad_norm: 2.0732 2020-07-24 14:40:20,846 - mmaction - INFO - Epoch [25][1120/3757] lr: 9.785e-02, eta: 8 days, 9:05:55, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5312, loss_cls: 3.3345, loss: 3.3345, grad_norm: 2.1415 2020-07-24 14:40:36,577 - mmaction - INFO - Epoch [25][1140/3757] lr: 9.785e-02, eta: 8 days, 9:05:30, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5648, loss_cls: 3.2466, loss: 3.2466, grad_norm: 2.0427 2020-07-24 14:40:52,359 - mmaction - INFO - Epoch [25][1160/3757] lr: 9.785e-02, eta: 8 days, 9:05:06, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5305, loss_cls: 3.3818, loss: 3.3818, grad_norm: 2.1010 2020-07-24 14:41:08,134 - mmaction - INFO - Epoch [25][1180/3757] lr: 9.785e-02, eta: 8 days, 9:04:41, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3039, top5_acc: 0.5758, loss_cls: 3.2259, loss: 3.2259, grad_norm: 2.0646 2020-07-24 14:41:23,795 - mmaction - INFO - Epoch [25][1200/3757] lr: 9.785e-02, eta: 8 days, 9:04:15, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5383, loss_cls: 3.2930, loss: 3.2930, grad_norm: 2.1214 2020-07-24 14:41:39,659 - mmaction - INFO - Epoch [25][1220/3757] lr: 9.785e-02, eta: 8 days, 9:03:51, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5312, loss_cls: 3.3162, loss: 3.3162, grad_norm: 2.1242 2020-07-24 14:41:55,405 - mmaction - INFO - Epoch [25][1240/3757] lr: 9.785e-02, eta: 8 days, 9:03:26, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5336, loss_cls: 3.2832, loss: 3.2832, grad_norm: 2.0561 2020-07-24 14:42:11,162 - mmaction - INFO - Epoch [25][1260/3757] lr: 9.785e-02, eta: 8 days, 9:03:01, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.3109, top5_acc: 0.5617, loss_cls: 3.2570, loss: 3.2570, grad_norm: 2.0790 2020-07-24 14:42:26,931 - mmaction - INFO - Epoch [25][1280/3757] lr: 9.785e-02, eta: 8 days, 9:02:36, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5687, loss_cls: 3.2042, loss: 3.2042, grad_norm: 2.0994 2020-07-24 14:42:42,692 - mmaction - INFO - Epoch [25][1300/3757] lr: 9.785e-02, eta: 8 days, 9:02:11, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.3148, top5_acc: 0.5570, loss_cls: 3.2071, loss: 3.2071, grad_norm: 2.1438 2020-07-24 14:42:58,469 - mmaction - INFO - Epoch [25][1320/3757] lr: 9.785e-02, eta: 8 days, 9:01:46, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.3008, top5_acc: 0.5437, loss_cls: 3.2369, loss: 3.2369, grad_norm: 2.0956 2020-07-24 14:43:14,260 - mmaction - INFO - Epoch [25][1340/3757] lr: 9.785e-02, eta: 8 days, 9:01:22, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5383, loss_cls: 3.3222, loss: 3.3222, grad_norm: 2.1402 2020-07-24 14:43:30,053 - mmaction - INFO - Epoch [25][1360/3757] lr: 9.785e-02, eta: 8 days, 9:00:57, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.3063, top5_acc: 0.5297, loss_cls: 3.3055, loss: 3.3055, grad_norm: 2.1082 2020-07-24 14:43:45,782 - mmaction - INFO - Epoch [25][1380/3757] lr: 9.785e-02, eta: 8 days, 9:00:32, time: 0.788, data_time: 0.005, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5336, loss_cls: 3.2320, loss: 3.2320, grad_norm: 2.1340 2020-07-24 14:44:01,630 - mmaction - INFO - Epoch [25][1400/3757] lr: 9.785e-02, eta: 8 days, 9:00:08, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5328, loss_cls: 3.3962, loss: 3.3962, grad_norm: 2.0851 2020-07-24 14:44:17,477 - mmaction - INFO - Epoch [25][1420/3757] lr: 9.785e-02, eta: 8 days, 8:59:44, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5563, loss_cls: 3.2841, loss: 3.2841, grad_norm: 2.0668 2020-07-24 14:44:33,311 - mmaction - INFO - Epoch [25][1440/3757] lr: 9.785e-02, eta: 8 days, 8:59:20, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5250, loss_cls: 3.3168, loss: 3.3168, grad_norm: 2.1057 2020-07-24 14:44:49,190 - mmaction - INFO - Epoch [25][1460/3757] lr: 9.785e-02, eta: 8 days, 8:58:56, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2633, top5_acc: 0.5078, loss_cls: 3.3796, loss: 3.3796, grad_norm: 2.1337 2020-07-24 14:45:04,920 - mmaction - INFO - Epoch [25][1480/3757] lr: 9.785e-02, eta: 8 days, 8:58:31, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2711, top5_acc: 0.5289, loss_cls: 3.3382, loss: 3.3382, grad_norm: 2.0812 2020-07-24 14:45:20,611 - mmaction - INFO - Epoch [25][1500/3757] lr: 9.785e-02, eta: 8 days, 8:58:05, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5359, loss_cls: 3.3582, loss: 3.3582, grad_norm: 2.0460 2020-07-24 14:45:36,367 - mmaction - INFO - Epoch [25][1520/3757] lr: 9.785e-02, eta: 8 days, 8:57:40, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3023, top5_acc: 0.5594, loss_cls: 3.1971, loss: 3.1971, grad_norm: 2.0839 2020-07-24 14:45:52,106 - mmaction - INFO - Epoch [25][1540/3757] lr: 9.785e-02, eta: 8 days, 8:57:15, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5367, loss_cls: 3.3109, loss: 3.3109, grad_norm: 2.1119 2020-07-24 14:46:07,828 - mmaction - INFO - Epoch [25][1560/3757] lr: 9.785e-02, eta: 8 days, 8:56:50, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5461, loss_cls: 3.3142, loss: 3.3142, grad_norm: 2.0564 2020-07-24 14:46:23,647 - mmaction - INFO - Epoch [25][1580/3757] lr: 9.785e-02, eta: 8 days, 8:56:25, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5563, loss_cls: 3.2281, loss: 3.2281, grad_norm: 2.0417 2020-07-24 14:46:39,414 - mmaction - INFO - Epoch [25][1600/3757] lr: 9.785e-02, eta: 8 days, 8:56:01, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5383, loss_cls: 3.2811, loss: 3.2811, grad_norm: 2.0836 2020-07-24 14:46:55,269 - mmaction - INFO - Epoch [25][1620/3757] lr: 9.785e-02, eta: 8 days, 8:55:37, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.3094, top5_acc: 0.5484, loss_cls: 3.2460, loss: 3.2460, grad_norm: 2.1517 2020-07-24 14:47:10,944 - mmaction - INFO - Epoch [25][1640/3757] lr: 9.785e-02, eta: 8 days, 8:55:11, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5516, loss_cls: 3.2227, loss: 3.2227, grad_norm: 2.0660 2020-07-24 14:47:26,783 - mmaction - INFO - Epoch [25][1660/3757] lr: 9.785e-02, eta: 8 days, 8:54:47, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5430, loss_cls: 3.2583, loss: 3.2583, grad_norm: 2.1117 2020-07-24 14:47:42,477 - mmaction - INFO - Epoch [25][1680/3757] lr: 9.785e-02, eta: 8 days, 8:54:21, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2984, top5_acc: 0.5656, loss_cls: 3.1855, loss: 3.1855, grad_norm: 2.0442 2020-07-24 14:47:58,180 - mmaction - INFO - Epoch [25][1700/3757] lr: 9.785e-02, eta: 8 days, 8:53:56, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5156, loss_cls: 3.4237, loss: 3.4237, grad_norm: 2.1071 2020-07-24 14:48:13,930 - mmaction - INFO - Epoch [25][1720/3757] lr: 9.785e-02, eta: 8 days, 8:53:31, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5414, loss_cls: 3.2897, loss: 3.2897, grad_norm: 2.0825 2020-07-24 14:48:29,700 - mmaction - INFO - Epoch [25][1740/3757] lr: 9.785e-02, eta: 8 days, 8:53:06, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5312, loss_cls: 3.3500, loss: 3.3500, grad_norm: 2.0636 2020-07-24 14:48:45,447 - mmaction - INFO - Epoch [25][1760/3757] lr: 9.785e-02, eta: 8 days, 8:52:41, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5523, loss_cls: 3.2595, loss: 3.2595, grad_norm: 2.1406 2020-07-24 14:49:01,226 - mmaction - INFO - Epoch [25][1780/3757] lr: 9.785e-02, eta: 8 days, 8:52:17, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5266, loss_cls: 3.3452, loss: 3.3452, grad_norm: 2.1921 2020-07-24 14:49:17,075 - mmaction - INFO - Epoch [25][1800/3757] lr: 9.785e-02, eta: 8 days, 8:51:53, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5406, loss_cls: 3.3263, loss: 3.3263, grad_norm: 2.0644 2020-07-24 14:49:32,838 - mmaction - INFO - Epoch [25][1820/3757] lr: 9.785e-02, eta: 8 days, 8:51:28, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5516, loss_cls: 3.2655, loss: 3.2655, grad_norm: 2.1552 2020-07-24 14:49:48,620 - mmaction - INFO - Epoch [25][1840/3757] lr: 9.785e-02, eta: 8 days, 8:51:03, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5344, loss_cls: 3.3228, loss: 3.3228, grad_norm: 2.1173 2020-07-24 14:50:04,472 - mmaction - INFO - Epoch [25][1860/3757] lr: 9.785e-02, eta: 8 days, 8:50:39, time: 0.793, data_time: 0.004, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5320, loss_cls: 3.3350, loss: 3.3350, grad_norm: 2.0466 2020-07-24 14:50:20,211 - mmaction - INFO - Epoch [25][1880/3757] lr: 9.785e-02, eta: 8 days, 8:50:14, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5422, loss_cls: 3.2790, loss: 3.2790, grad_norm: 2.0691 2020-07-24 14:50:36,004 - mmaction - INFO - Epoch [25][1900/3757] lr: 9.785e-02, eta: 8 days, 8:49:50, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5383, loss_cls: 3.3068, loss: 3.3068, grad_norm: 2.1128 2020-07-24 14:50:51,757 - mmaction - INFO - Epoch [25][1920/3757] lr: 9.785e-02, eta: 8 days, 8:49:25, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2984, top5_acc: 0.5398, loss_cls: 3.2899, loss: 3.2899, grad_norm: 2.0777 2020-07-24 14:51:07,548 - mmaction - INFO - Epoch [25][1940/3757] lr: 9.785e-02, eta: 8 days, 8:49:01, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5563, loss_cls: 3.2395, loss: 3.2395, grad_norm: 2.0644 2020-07-24 14:51:23,323 - mmaction - INFO - Epoch [25][1960/3757] lr: 9.785e-02, eta: 8 days, 8:48:36, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5383, loss_cls: 3.2874, loss: 3.2874, grad_norm: 2.1113 2020-07-24 14:51:39,136 - mmaction - INFO - Epoch [25][1980/3757] lr: 9.785e-02, eta: 8 days, 8:48:12, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5508, loss_cls: 3.2759, loss: 3.2759, grad_norm: 2.0546 2020-07-24 14:51:54,860 - mmaction - INFO - Epoch [25][2000/3757] lr: 9.785e-02, eta: 8 days, 8:47:47, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.2570, top5_acc: 0.5195, loss_cls: 3.4027, loss: 3.4027, grad_norm: 2.0977 2020-07-24 14:52:10,604 - mmaction - INFO - Epoch [25][2020/3757] lr: 9.785e-02, eta: 8 days, 8:47:22, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5242, loss_cls: 3.3802, loss: 3.3802, grad_norm: 2.1152 2020-07-24 14:52:26,417 - mmaction - INFO - Epoch [25][2040/3757] lr: 9.785e-02, eta: 8 days, 8:46:57, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5578, loss_cls: 3.2558, loss: 3.2558, grad_norm: 2.0558 2020-07-24 14:52:42,201 - mmaction - INFO - Epoch [25][2060/3757] lr: 9.785e-02, eta: 8 days, 8:46:33, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5281, loss_cls: 3.3255, loss: 3.3255, grad_norm: 2.0914 2020-07-24 14:52:57,983 - mmaction - INFO - Epoch [25][2080/3757] lr: 9.785e-02, eta: 8 days, 8:46:08, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3102, top5_acc: 0.5641, loss_cls: 3.2274, loss: 3.2274, grad_norm: 2.0601 2020-07-24 14:53:13,797 - mmaction - INFO - Epoch [25][2100/3757] lr: 9.785e-02, eta: 8 days, 8:45:44, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5141, loss_cls: 3.3704, loss: 3.3704, grad_norm: 2.0849 2020-07-24 14:53:29,572 - mmaction - INFO - Epoch [25][2120/3757] lr: 9.785e-02, eta: 8 days, 8:45:19, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5406, loss_cls: 3.3173, loss: 3.3173, grad_norm: 2.0871 2020-07-24 14:53:45,318 - mmaction - INFO - Epoch [25][2140/3757] lr: 9.785e-02, eta: 8 days, 8:44:54, time: 0.787, data_time: 0.004, memory: 6201, top1_acc: 0.3031, top5_acc: 0.5266, loss_cls: 3.3163, loss: 3.3163, grad_norm: 2.0922 2020-07-24 14:54:01,103 - mmaction - INFO - Epoch [25][2160/3757] lr: 9.785e-02, eta: 8 days, 8:44:30, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5297, loss_cls: 3.3121, loss: 3.3121, grad_norm: 2.0563 2020-07-24 14:54:16,914 - mmaction - INFO - Epoch [25][2180/3757] lr: 9.785e-02, eta: 8 days, 8:44:06, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5258, loss_cls: 3.3016, loss: 3.3016, grad_norm: 2.0494 2020-07-24 14:54:32,705 - mmaction - INFO - Epoch [25][2200/3757] lr: 9.785e-02, eta: 8 days, 8:43:41, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5711, loss_cls: 3.2095, loss: 3.2095, grad_norm: 2.0757 2020-07-24 14:54:48,470 - mmaction - INFO - Epoch [25][2220/3757] lr: 9.785e-02, eta: 8 days, 8:43:16, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5375, loss_cls: 3.2750, loss: 3.2750, grad_norm: 2.0837 2020-07-24 14:55:04,287 - mmaction - INFO - Epoch [25][2240/3757] lr: 9.785e-02, eta: 8 days, 8:42:52, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5367, loss_cls: 3.2673, loss: 3.2673, grad_norm: 2.1211 2020-07-24 14:55:19,953 - mmaction - INFO - Epoch [25][2260/3757] lr: 9.785e-02, eta: 8 days, 8:42:27, time: 0.783, data_time: 0.001, memory: 6201, top1_acc: 0.2914, top5_acc: 0.5445, loss_cls: 3.3034, loss: 3.3034, grad_norm: 2.1776 2020-07-24 14:55:35,677 - mmaction - INFO - Epoch [25][2280/3757] lr: 9.785e-02, eta: 8 days, 8:42:02, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5641, loss_cls: 3.2218, loss: 3.2218, grad_norm: 2.0725 2020-07-24 14:55:51,584 - mmaction - INFO - Epoch [25][2300/3757] lr: 9.785e-02, eta: 8 days, 8:41:38, time: 0.795, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5445, loss_cls: 3.2857, loss: 3.2857, grad_norm: 2.1104 2020-07-24 14:56:07,364 - mmaction - INFO - Epoch [25][2320/3757] lr: 9.785e-02, eta: 8 days, 8:41:14, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5352, loss_cls: 3.3194, loss: 3.3194, grad_norm: 2.1208 2020-07-24 14:56:23,146 - mmaction - INFO - Epoch [25][2340/3757] lr: 9.785e-02, eta: 8 days, 8:40:49, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.3078, top5_acc: 0.5539, loss_cls: 3.2563, loss: 3.2563, grad_norm: 2.0620 2020-07-24 14:56:38,943 - mmaction - INFO - Epoch [25][2360/3757] lr: 9.785e-02, eta: 8 days, 8:40:25, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5492, loss_cls: 3.2975, loss: 3.2975, grad_norm: 2.1234 2020-07-24 14:56:54,695 - mmaction - INFO - Epoch [25][2380/3757] lr: 9.785e-02, eta: 8 days, 8:40:00, time: 0.788, data_time: 0.004, memory: 6201, top1_acc: 0.3039, top5_acc: 0.5539, loss_cls: 3.2440, loss: 3.2440, grad_norm: 2.0968 2020-07-24 14:57:10,517 - mmaction - INFO - Epoch [25][2400/3757] lr: 9.785e-02, eta: 8 days, 8:39:36, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.3141, top5_acc: 0.5523, loss_cls: 3.2103, loss: 3.2103, grad_norm: 2.1347 2020-07-24 14:57:26,358 - mmaction - INFO - Epoch [25][2420/3757] lr: 9.785e-02, eta: 8 days, 8:39:12, time: 0.792, data_time: 0.004, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5422, loss_cls: 3.3109, loss: 3.3109, grad_norm: 2.1252 2020-07-24 14:57:42,048 - mmaction - INFO - Epoch [25][2440/3757] lr: 9.785e-02, eta: 8 days, 8:38:46, time: 0.784, data_time: 0.001, memory: 6201, top1_acc: 0.2781, top5_acc: 0.5219, loss_cls: 3.3643, loss: 3.3643, grad_norm: 2.0800 2020-07-24 14:57:57,828 - mmaction - INFO - Epoch [25][2460/3757] lr: 9.785e-02, eta: 8 days, 8:38:22, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.3148, top5_acc: 0.5633, loss_cls: 3.1329, loss: 3.1329, grad_norm: 2.0418 2020-07-24 14:58:13,587 - mmaction - INFO - Epoch [25][2480/3757] lr: 9.785e-02, eta: 8 days, 8:37:57, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5398, loss_cls: 3.3411, loss: 3.3411, grad_norm: 2.1179 2020-07-24 14:58:29,310 - mmaction - INFO - Epoch [25][2500/3757] lr: 9.785e-02, eta: 8 days, 8:37:32, time: 0.786, data_time: 0.003, memory: 6201, top1_acc: 0.3047, top5_acc: 0.5656, loss_cls: 3.1804, loss: 3.1804, grad_norm: 2.0962 2020-07-24 14:58:45,153 - mmaction - INFO - Epoch [25][2520/3757] lr: 9.785e-02, eta: 8 days, 8:37:08, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.2945, top5_acc: 0.5586, loss_cls: 3.2120, loss: 3.2120, grad_norm: 2.1074 2020-07-24 14:59:00,952 - mmaction - INFO - Epoch [25][2540/3757] lr: 9.785e-02, eta: 8 days, 8:36:44, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2859, top5_acc: 0.5336, loss_cls: 3.3117, loss: 3.3117, grad_norm: 2.1136 2020-07-24 14:59:16,710 - mmaction - INFO - Epoch [25][2560/3757] lr: 9.785e-02, eta: 8 days, 8:36:19, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5344, loss_cls: 3.3332, loss: 3.3332, grad_norm: 2.0791 2020-07-24 14:59:32,463 - mmaction - INFO - Epoch [25][2580/3757] lr: 9.785e-02, eta: 8 days, 8:35:55, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2648, top5_acc: 0.5547, loss_cls: 3.2614, loss: 3.2614, grad_norm: 2.1297 2020-07-24 14:59:48,279 - mmaction - INFO - Epoch [25][2600/3757] lr: 9.785e-02, eta: 8 days, 8:35:30, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5414, loss_cls: 3.2942, loss: 3.2942, grad_norm: 2.0916 2020-07-24 15:00:08,754 - mmaction - INFO - Epoch [25][2620/3757] lr: 9.785e-02, eta: 8 days, 8:35:49, time: 1.021, data_time: 0.001, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5594, loss_cls: 3.2775, loss: 3.2775, grad_norm: 2.0819 2020-07-24 15:00:24,509 - mmaction - INFO - Epoch [25][2640/3757] lr: 9.785e-02, eta: 8 days, 8:35:25, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5437, loss_cls: 3.2476, loss: 3.2476, grad_norm: 2.0896 2020-07-24 15:00:40,204 - mmaction - INFO - Epoch [25][2660/3757] lr: 9.785e-02, eta: 8 days, 8:35:00, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5516, loss_cls: 3.2434, loss: 3.2434, grad_norm: 2.0580 2020-07-24 15:00:55,997 - mmaction - INFO - Epoch [25][2680/3757] lr: 9.785e-02, eta: 8 days, 8:34:36, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2695, top5_acc: 0.5094, loss_cls: 3.3407, loss: 3.3407, grad_norm: 2.0926 2020-07-24 15:01:11,763 - mmaction - INFO - Epoch [25][2700/3757] lr: 9.785e-02, eta: 8 days, 8:34:11, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5445, loss_cls: 3.3371, loss: 3.3371, grad_norm: 2.0928 2020-07-24 15:01:27,533 - mmaction - INFO - Epoch [25][2720/3757] lr: 9.785e-02, eta: 8 days, 8:33:46, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.3133, top5_acc: 0.5414, loss_cls: 3.2215, loss: 3.2215, grad_norm: 2.0991 2020-07-24 15:01:43,386 - mmaction - INFO - Epoch [25][2740/3757] lr: 9.785e-02, eta: 8 days, 8:33:23, time: 0.795, data_time: 0.005, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5508, loss_cls: 3.2306, loss: 3.2306, grad_norm: 2.1026 2020-07-24 15:01:59,145 - mmaction - INFO - Epoch [25][2760/3757] lr: 9.785e-02, eta: 8 days, 8:32:58, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5344, loss_cls: 3.3113, loss: 3.3113, grad_norm: 2.1409 2020-07-24 15:02:14,826 - mmaction - INFO - Epoch [25][2780/3757] lr: 9.785e-02, eta: 8 days, 8:32:33, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5359, loss_cls: 3.3170, loss: 3.3170, grad_norm: 2.0934 2020-07-24 15:02:30,654 - mmaction - INFO - Epoch [25][2800/3757] lr: 9.785e-02, eta: 8 days, 8:32:09, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2758, top5_acc: 0.5383, loss_cls: 3.3019, loss: 3.3019, grad_norm: 2.0603 2020-07-24 15:02:46,490 - mmaction - INFO - Epoch [25][2820/3757] lr: 9.785e-02, eta: 8 days, 8:31:44, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2773, top5_acc: 0.5211, loss_cls: 3.3576, loss: 3.3576, grad_norm: 2.0665 2020-07-24 15:03:02,310 - mmaction - INFO - Epoch [25][2840/3757] lr: 9.785e-02, eta: 8 days, 8:31:20, time: 0.792, data_time: 0.005, memory: 6201, top1_acc: 0.3055, top5_acc: 0.5359, loss_cls: 3.2706, loss: 3.2706, grad_norm: 2.0708 2020-07-24 15:03:18,085 - mmaction - INFO - Epoch [25][2860/3757] lr: 9.785e-02, eta: 8 days, 8:30:56, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5383, loss_cls: 3.2945, loss: 3.2945, grad_norm: 2.0948 2020-07-24 15:03:33,831 - mmaction - INFO - Epoch [25][2880/3757] lr: 9.785e-02, eta: 8 days, 8:30:31, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5266, loss_cls: 3.3219, loss: 3.3219, grad_norm: 2.1411 2020-07-24 15:03:49,560 - mmaction - INFO - Epoch [25][2900/3757] lr: 9.785e-02, eta: 8 days, 8:30:06, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5148, loss_cls: 3.3912, loss: 3.3912, grad_norm: 2.0875 2020-07-24 15:04:05,311 - mmaction - INFO - Epoch [25][2920/3757] lr: 9.785e-02, eta: 8 days, 8:29:42, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.2520, loss: 3.2520, grad_norm: 2.0632 2020-07-24 15:04:21,135 - mmaction - INFO - Epoch [25][2940/3757] lr: 9.785e-02, eta: 8 days, 8:29:18, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5477, loss_cls: 3.2947, loss: 3.2947, grad_norm: 2.1325 2020-07-24 15:04:36,915 - mmaction - INFO - Epoch [25][2960/3757] lr: 9.785e-02, eta: 8 days, 8:28:53, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2984, top5_acc: 0.5547, loss_cls: 3.2434, loss: 3.2434, grad_norm: 2.1189 2020-07-24 15:04:52,613 - mmaction - INFO - Epoch [25][2980/3757] lr: 9.785e-02, eta: 8 days, 8:28:28, time: 0.785, data_time: 0.001, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5211, loss_cls: 3.3715, loss: 3.3715, grad_norm: 2.1031 2020-07-24 15:05:08,512 - mmaction - INFO - Epoch [25][3000/3757] lr: 9.785e-02, eta: 8 days, 8:28:04, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.3117, top5_acc: 0.5336, loss_cls: 3.2773, loss: 3.2773, grad_norm: 2.0575 2020-07-24 15:05:24,235 - mmaction - INFO - Epoch [25][3020/3757] lr: 9.785e-02, eta: 8 days, 8:27:40, time: 0.789, data_time: 0.005, memory: 6201, top1_acc: 0.3047, top5_acc: 0.5508, loss_cls: 3.2507, loss: 3.2507, grad_norm: 2.1312 2020-07-24 15:05:39,988 - mmaction - INFO - Epoch [25][3040/3757] lr: 9.785e-02, eta: 8 days, 8:27:15, time: 0.787, data_time: 0.002, memory: 6201, top1_acc: 0.2977, top5_acc: 0.5461, loss_cls: 3.2991, loss: 3.2991, grad_norm: 2.0753 2020-07-24 15:05:55,711 - mmaction - INFO - Epoch [25][3060/3757] lr: 9.785e-02, eta: 8 days, 8:26:50, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5422, loss_cls: 3.3031, loss: 3.3031, grad_norm: 2.0831 2020-07-24 15:06:11,614 - mmaction - INFO - Epoch [25][3080/3757] lr: 9.785e-02, eta: 8 days, 8:26:27, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5250, loss_cls: 3.3407, loss: 3.3407, grad_norm: 2.1410 2020-07-24 15:06:27,357 - mmaction - INFO - Epoch [25][3100/3757] lr: 9.785e-02, eta: 8 days, 8:26:02, time: 0.789, data_time: 0.005, memory: 6201, top1_acc: 0.2984, top5_acc: 0.5586, loss_cls: 3.2147, loss: 3.2147, grad_norm: 2.0686 2020-07-24 15:06:43,167 - mmaction - INFO - Epoch [25][3120/3757] lr: 9.785e-02, eta: 8 days, 8:25:38, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2742, top5_acc: 0.5555, loss_cls: 3.3066, loss: 3.3066, grad_norm: 2.1002 2020-07-24 15:06:58,922 - mmaction - INFO - Epoch [25][3140/3757] lr: 9.785e-02, eta: 8 days, 8:25:13, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.3102, top5_acc: 0.5430, loss_cls: 3.2645, loss: 3.2645, grad_norm: 2.1284 2020-07-24 15:07:14,698 - mmaction - INFO - Epoch [25][3160/3757] lr: 9.785e-02, eta: 8 days, 8:24:49, time: 0.790, data_time: 0.004, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5375, loss_cls: 3.2996, loss: 3.2996, grad_norm: 2.0852 2020-07-24 15:07:30,454 - mmaction - INFO - Epoch [25][3180/3757] lr: 9.785e-02, eta: 8 days, 8:24:24, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3016, top5_acc: 0.5461, loss_cls: 3.3003, loss: 3.3003, grad_norm: 2.0813 2020-07-24 15:07:46,181 - mmaction - INFO - Epoch [25][3200/3757] lr: 9.785e-02, eta: 8 days, 8:23:59, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5391, loss_cls: 3.3210, loss: 3.3210, grad_norm: 2.0903 2020-07-24 15:08:01,950 - mmaction - INFO - Epoch [25][3220/3757] lr: 9.785e-02, eta: 8 days, 8:23:35, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2766, top5_acc: 0.5602, loss_cls: 3.2976, loss: 3.2976, grad_norm: 2.1028 2020-07-24 15:08:17,767 - mmaction - INFO - Epoch [25][3240/3757] lr: 9.785e-02, eta: 8 days, 8:23:11, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5437, loss_cls: 3.2964, loss: 3.2964, grad_norm: 2.0635 2020-07-24 15:08:33,522 - mmaction - INFO - Epoch [25][3260/3757] lr: 9.785e-02, eta: 8 days, 8:22:46, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2938, top5_acc: 0.5414, loss_cls: 3.2464, loss: 3.2464, grad_norm: 2.1116 2020-07-24 15:08:49,266 - mmaction - INFO - Epoch [25][3280/3757] lr: 9.785e-02, eta: 8 days, 8:22:22, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2945, top5_acc: 0.5469, loss_cls: 3.2906, loss: 3.2906, grad_norm: 2.0952 2020-07-24 15:09:05,087 - mmaction - INFO - Epoch [25][3300/3757] lr: 9.785e-02, eta: 8 days, 8:21:58, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2727, top5_acc: 0.5227, loss_cls: 3.4352, loss: 3.4352, grad_norm: 2.1079 2020-07-24 15:09:20,823 - mmaction - INFO - Epoch [25][3320/3757] lr: 9.785e-02, eta: 8 days, 8:21:33, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5250, loss_cls: 3.3667, loss: 3.3667, grad_norm: 2.0841 2020-07-24 15:09:36,569 - mmaction - INFO - Epoch [25][3340/3757] lr: 9.785e-02, eta: 8 days, 8:21:08, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2844, top5_acc: 0.5289, loss_cls: 3.3069, loss: 3.3069, grad_norm: 2.0915 2020-07-24 15:09:52,372 - mmaction - INFO - Epoch [25][3360/3757] lr: 9.785e-02, eta: 8 days, 8:20:44, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3094, top5_acc: 0.5547, loss_cls: 3.2822, loss: 3.2822, grad_norm: 2.0765 2020-07-24 15:10:08,142 - mmaction - INFO - Epoch [25][3380/3757] lr: 9.785e-02, eta: 8 days, 8:20:20, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2820, top5_acc: 0.5305, loss_cls: 3.3690, loss: 3.3690, grad_norm: 2.0648 2020-07-24 15:10:23,932 - mmaction - INFO - Epoch [25][3400/3757] lr: 9.785e-02, eta: 8 days, 8:19:55, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3039, top5_acc: 0.5539, loss_cls: 3.2592, loss: 3.2592, grad_norm: 2.0293 2020-07-24 15:10:39,733 - mmaction - INFO - Epoch [25][3420/3757] lr: 9.785e-02, eta: 8 days, 8:19:31, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.1816, loss: 3.1816, grad_norm: 2.0922 2020-07-24 15:10:55,505 - mmaction - INFO - Epoch [25][3440/3757] lr: 9.785e-02, eta: 8 days, 8:19:07, time: 0.789, data_time: 0.004, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5352, loss_cls: 3.3394, loss: 3.3394, grad_norm: 2.1595 2020-07-24 15:11:11,439 - mmaction - INFO - Epoch [25][3460/3757] lr: 9.785e-02, eta: 8 days, 8:18:44, time: 0.796, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5391, loss_cls: 3.3060, loss: 3.3060, grad_norm: 2.1030 2020-07-24 15:11:27,166 - mmaction - INFO - Epoch [25][3480/3757] lr: 9.785e-02, eta: 8 days, 8:18:19, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.3016, top5_acc: 0.5594, loss_cls: 3.2205, loss: 3.2205, grad_norm: 2.0917 2020-07-24 15:11:42,911 - mmaction - INFO - Epoch [25][3500/3757] lr: 9.785e-02, eta: 8 days, 8:17:55, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.2857, loss: 3.2857, grad_norm: 2.0745 2020-07-24 15:11:58,770 - mmaction - INFO - Epoch [25][3520/3757] lr: 9.785e-02, eta: 8 days, 8:17:31, time: 0.792, data_time: 0.003, memory: 6201, top1_acc: 0.3039, top5_acc: 0.5531, loss_cls: 3.2589, loss: 3.2589, grad_norm: 2.1243 2020-07-24 15:12:14,528 - mmaction - INFO - Epoch [25][3540/3757] lr: 9.785e-02, eta: 8 days, 8:17:06, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5391, loss_cls: 3.3322, loss: 3.3322, grad_norm: 2.1472 2020-07-24 15:12:30,306 - mmaction - INFO - Epoch [25][3560/3757] lr: 9.785e-02, eta: 8 days, 8:16:42, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2883, top5_acc: 0.5406, loss_cls: 3.3171, loss: 3.3171, grad_norm: 2.0702 2020-07-24 15:12:46,072 - mmaction - INFO - Epoch [25][3580/3757] lr: 9.785e-02, eta: 8 days, 8:16:18, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5250, loss_cls: 3.3101, loss: 3.3101, grad_norm: 2.0665 2020-07-24 15:13:01,827 - mmaction - INFO - Epoch [25][3600/3757] lr: 9.785e-02, eta: 8 days, 8:15:53, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2891, top5_acc: 0.5203, loss_cls: 3.3290, loss: 3.3290, grad_norm: 2.0916 2020-07-24 15:13:17,661 - mmaction - INFO - Epoch [25][3620/3757] lr: 9.785e-02, eta: 8 days, 8:15:29, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2703, top5_acc: 0.5234, loss_cls: 3.3190, loss: 3.3190, grad_norm: 2.1059 2020-07-24 15:13:33,374 - mmaction - INFO - Epoch [25][3640/3757] lr: 9.785e-02, eta: 8 days, 8:15:04, time: 0.786, data_time: 0.001, memory: 6201, top1_acc: 0.3047, top5_acc: 0.5344, loss_cls: 3.2858, loss: 3.2858, grad_norm: 2.0555 2020-07-24 15:13:49,213 - mmaction - INFO - Epoch [25][3660/3757] lr: 9.785e-02, eta: 8 days, 8:14:40, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.3047, top5_acc: 0.5625, loss_cls: 3.2508, loss: 3.2508, grad_norm: 2.0983 2020-07-24 15:14:04,986 - mmaction - INFO - Epoch [25][3680/3757] lr: 9.785e-02, eta: 8 days, 8:14:16, time: 0.789, data_time: 0.002, memory: 6201, top1_acc: 0.2789, top5_acc: 0.5320, loss_cls: 3.3387, loss: 3.3387, grad_norm: 2.1279 2020-07-24 15:14:20,764 - mmaction - INFO - Epoch [25][3700/3757] lr: 9.785e-02, eta: 8 days, 8:13:52, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2836, top5_acc: 0.5359, loss_cls: 3.3154, loss: 3.3154, grad_norm: 2.0972 2020-07-24 15:14:36,553 - mmaction - INFO - Epoch [25][3720/3757] lr: 9.785e-02, eta: 8 days, 8:13:28, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2852, top5_acc: 0.5133, loss_cls: 3.3881, loss: 3.3881, grad_norm: 2.0664 2020-07-24 15:14:52,321 - mmaction - INFO - Epoch [25][3740/3757] lr: 9.785e-02, eta: 8 days, 8:13:03, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5414, loss_cls: 3.2971, loss: 3.2971, grad_norm: 2.0819 2020-07-24 15:18:19,478 - mmaction - INFO - Epoch [26][20/3757] lr: 9.767e-02, eta: 8 days, 8:36:29, time: 9.312, data_time: 8.412, memory: 6201, top1_acc: 0.2750, top5_acc: 0.5367, loss_cls: 3.3131, loss: 3.3131, grad_norm: 2.1124 2020-07-24 15:18:35,216 - mmaction - INFO - Epoch [26][40/3757] lr: 9.767e-02, eta: 8 days, 8:36:04, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.3510, loss: 3.3510, grad_norm: 2.0573 2020-07-24 15:18:51,082 - mmaction - INFO - Epoch [26][60/3757] lr: 9.767e-02, eta: 8 days, 8:35:40, time: 0.793, data_time: 0.003, memory: 6201, top1_acc: 0.3297, top5_acc: 0.5641, loss_cls: 3.1909, loss: 3.1909, grad_norm: 2.0384 2020-07-24 15:19:06,851 - mmaction - INFO - Epoch [26][80/3757] lr: 9.767e-02, eta: 8 days, 8:35:15, time: 0.788, data_time: 0.003, memory: 6201, top1_acc: 0.3055, top5_acc: 0.5727, loss_cls: 3.1623, loss: 3.1623, grad_norm: 2.1744 2020-07-24 15:19:22,677 - mmaction - INFO - Epoch [26][100/3757] lr: 9.767e-02, eta: 8 days, 8:34:51, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2867, top5_acc: 0.5469, loss_cls: 3.3063, loss: 3.3063, grad_norm: 2.1818 2020-07-24 15:19:38,459 - mmaction - INFO - Epoch [26][120/3757] lr: 9.767e-02, eta: 8 days, 8:34:27, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2953, top5_acc: 0.5555, loss_cls: 3.2923, loss: 3.2923, grad_norm: 2.1057 2020-07-24 15:19:54,252 - mmaction - INFO - Epoch [26][140/3757] lr: 9.767e-02, eta: 8 days, 8:34:02, time: 0.790, data_time: 0.002, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5305, loss_cls: 3.2936, loss: 3.2936, grad_norm: 2.1118 2020-07-24 15:20:10,052 - mmaction - INFO - Epoch [26][160/3757] lr: 9.767e-02, eta: 8 days, 8:33:38, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.3039, top5_acc: 0.5539, loss_cls: 3.2409, loss: 3.2409, grad_norm: 2.1599 2020-07-24 15:20:25,830 - mmaction - INFO - Epoch [26][180/3757] lr: 9.767e-02, eta: 8 days, 8:33:13, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2828, top5_acc: 0.5422, loss_cls: 3.2942, loss: 3.2942, grad_norm: 2.1095 2020-07-24 15:20:41,567 - mmaction - INFO - Epoch [26][200/3757] lr: 9.767e-02, eta: 8 days, 8:32:48, time: 0.787, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5555, loss_cls: 3.2894, loss: 3.2894, grad_norm: 2.1409 2020-07-24 15:20:57,410 - mmaction - INFO - Epoch [26][220/3757] lr: 9.767e-02, eta: 8 days, 8:32:24, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2734, top5_acc: 0.5484, loss_cls: 3.2645, loss: 3.2645, grad_norm: 2.0773 2020-07-24 15:21:13,247 - mmaction - INFO - Epoch [26][240/3757] lr: 9.767e-02, eta: 8 days, 8:32:00, time: 0.791, data_time: 0.004, memory: 6201, top1_acc: 0.3016, top5_acc: 0.5398, loss_cls: 3.2687, loss: 3.2687, grad_norm: 2.0817 2020-07-24 15:21:29,156 - mmaction - INFO - Epoch [26][260/3757] lr: 9.767e-02, eta: 8 days, 8:31:37, time: 0.797, data_time: 0.004, memory: 6201, top1_acc: 0.3016, top5_acc: 0.5492, loss_cls: 3.2144, loss: 3.2144, grad_norm: 2.0756 2020-07-24 15:21:44,976 - mmaction - INFO - Epoch [26][280/3757] lr: 9.767e-02, eta: 8 days, 8:31:13, time: 0.791, data_time: 0.003, memory: 6201, top1_acc: 0.2898, top5_acc: 0.5422, loss_cls: 3.3330, loss: 3.3330, grad_norm: 2.0930 2020-07-24 15:22:00,744 - mmaction - INFO - Epoch [26][300/3757] lr: 9.767e-02, eta: 8 days, 8:30:48, time: 0.789, data_time: 0.003, memory: 6201, top1_acc: 0.2930, top5_acc: 0.5508, loss_cls: 3.2242, loss: 3.2242, grad_norm: 2.1236 2020-07-24 15:22:16,624 - mmaction - INFO - Epoch [26][320/3757] lr: 9.767e-02, eta: 8 days, 8:30:24, time: 0.794, data_time: 0.003, memory: 6201, top1_acc: 0.2797, top5_acc: 0.5227, loss_cls: 3.3321, loss: 3.3321, grad_norm: 2.1371 2020-07-24 15:22:32,357 - mmaction - INFO - Epoch [26][340/3757] lr: 9.767e-02, eta: 8 days, 8:29:59, time: 0.787, data_time: 0.001, memory: 6201, top1_acc: 0.2812, top5_acc: 0.5344, loss_cls: 3.3023, loss: 3.3023, grad_norm: 2.1076 2020-07-24 15:22:48,197 - mmaction - INFO - Epoch [26][360/3757] lr: 9.767e-02, eta: 8 days, 8:29:35, time: 0.792, data_time: 0.002, memory: 6201, top1_acc: 0.2922, top5_acc: 0.5445, loss_cls: 3.2932, loss: 3.2932, grad_norm: 2.0975 2020-07-24 15:23:04,016 - mmaction - INFO - Epoch [26][380/3757] lr: 9.767e-02, eta: 8 days, 8:29:11, time: 0.790, data_time: 0.003, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5453, loss_cls: 3.2390, loss: 3.2390, grad_norm: 2.0934 2020-07-24 15:23:19,923 - mmaction - INFO - Epoch [26][400/3757] lr: 9.767e-02, eta: 8 days, 8:28:48, time: 0.795, data_time: 0.004, memory: 6201, top1_acc: 0.2906, top5_acc: 0.5422, loss_cls: 3.2482, loss: 3.2482, grad_norm: 2.1535 2020-07-24 15:23:35,675 - mmaction - INFO - Epoch [26][420/3757] lr: 9.767e-02, eta: 8 days, 8:28:23, time: 0.788, data_time: 0.001, memory: 6201, top1_acc: 0.2961, top5_acc: 0.5430, loss_cls: 3.2752, loss: 3.2752, grad_norm: 2.1001 2020-07-24 20:13:31,713 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.6 | packaged by conda-forge | (default, Jun 1 2020, 18:57:50) [GCC 7.5.0] CUDA available: True CUDA_HOME: /mnt/lustre/share/cuda-9.2/ NVCC: Cuda compilation tools, release 9.2, V9.2.148 GPU 0,1,2,3,4,5,6,7: Tesla V100-PCIE-16GB GCC: gcc (GCC) 7.3.0 PyTorch: 1.4.0 PyTorch compiling details: PyTorch built with: - GCC 7.3 - Intel(R) Math Kernel Library Version 2020.0.1 Product Build 20200208 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 7d2fd500bc78936d1d648ca713b901012f470dbc) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CUDA Runtime 9.2 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_37,code=compute_37 - CuDNN 7.6.3 - Magma 2.5.1 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Wno-stringop-overflow, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.5.0 OpenCV: 4.2.0 MMCV: 1.0rc0 MMAction2: 0.5.0+7dc99cf ------------------------------------------------------------ 2020-07-24 20:13:31,713 - mmaction - INFO - Distributed training: True 2020-07-24 20:13:31,713 - mmaction - INFO - Config: /mnt/lustre/xusu/refactor/retest_video_ckpts/mmaction2/configs/recognition/slowfast/slowfast_r50_video_4x16x1_256e_kinetics400_rgb.py model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowFast', pretrained=None, resample_rate=8, # tau speed_ratio=8, # alpha channel_ratio=8, # beta_inv slow_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=True, conv1_kernel=(1, 7, 7), dilations=(1, 1, 1, 1), conv1_stride_t=1, pool1_stride_t=1, inflate=(0, 0, 1, 1), norm_eval=False), fast_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=False, base_channels=8, conv1_kernel=(5, 7, 7), conv1_stride_t=1, pool1_stride_t=1, norm_eval=False)), cls_head=dict( type='SlowFastHead', in_channels=2304, # 2048+256 num_classes=400, spatial_type='avg', dropout_ratio=0.5)) train_cfg = None test_cfg = dict(average_clips=None) dataset_type = 'VideoDataset' data_root = 's3://lizz.ssd/datasets/kinetics400_256_fast/' data_root_val = 's3://lizz.ssd/datasets/kinetics400_256_fast/' ann_file_train = 'data/kinetics400/k400_train.txt' ann_file_val = 'data/kinetics400/k400_val.txt' ann_file_test = 'data/kinetics400/k400_val.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) train_pipeline = [ dict(type='DecordInit', io_backend='petrel'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, start_index=0), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict(type='DecordInit', io_backend='petrel'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, start_index=0, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict(type='DecordInit', io_backend='petrel'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=10, start_index=0, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=8, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict( type='SGD', lr=0.1, momentum=0.9, weight_decay=0.0001) # this lr is used for 8 gpus optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict(policy='CosineAnealing', min_lr=0) total_epochs = 256 checkpoint_config = dict(interval=4) workflow = [('train', 1)] evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/slowfast_r50_video_3d_4x16x1_256e_kinetics400_rgb' load_from = None resume_from = None find_unused_parameters = False 2020-07-24 20:13:45,851 - mmaction - INFO - load checkpoint from work_dirs/slowfast_r50_video_3d_4x16x1_256e_kinetics400_rgb/latest.pth 2020-07-24 20:13:48,904 - mmaction - INFO - resumed epoch 28, iter 105196 2020-07-24 20:13:48,906 - mmaction - INFO - Start running, host: xusu@SH-IDC1-10-5-37-53, work_dir: /mnt/lustre/xusu/refactor/retest_video_ckpts/mmaction2/work_dirs/slowfast_r50_video_3d_4x16x1_256e_kinetics400_rgb 2020-07-24 20:13:48,906 - mmaction - INFO - workflow: [('train', 1)], max: 256 epochs 2020-07-24 20:16:43,543 - mmaction - INFO - Epoch [29][20/3757] lr: 9.708e-02, eta: 86 days, 13:18:28, time: 8.730, data_time: 7.669, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5633, loss_cls: 3.1533, loss: 3.1533, grad_norm: 2.0786 2020-07-24 20:16:59,353 - mmaction - INFO - Epoch [29][40/3757] lr: 9.708e-02, eta: 47 days, 4:46:09, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5617, loss_cls: 3.1975, loss: 3.1975, grad_norm: 2.1227 2020-07-24 20:17:15,121 - mmaction - INFO - Epoch [29][60/3757] lr: 9.708e-02, eta: 34 days, 1:41:48, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5633, loss_cls: 3.1543, loss: 3.1543, grad_norm: 2.0695 2020-07-24 20:17:31,009 - mmaction - INFO - Epoch [29][80/3757] lr: 9.708e-02, eta: 27 days, 12:29:26, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5437, loss_cls: 3.2788, loss: 3.2788, grad_norm: 2.1570 2020-07-24 20:17:46,864 - mmaction - INFO - Epoch [29][100/3757] lr: 9.708e-02, eta: 23 days, 14:04:44, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5602, loss_cls: 3.2244, loss: 3.2244, grad_norm: 2.1035 2020-07-24 20:18:02,734 - mmaction - INFO - Epoch [29][120/3757] lr: 9.708e-02, eta: 20 days, 23:12:49, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5625, loss_cls: 3.2213, loss: 3.2213, grad_norm: 2.1136 2020-07-24 20:18:18,563 - mmaction - INFO - Epoch [29][140/3757] lr: 9.708e-02, eta: 19 days, 2:12:50, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5617, loss_cls: 3.2161, loss: 3.2161, grad_norm: 2.0660 2020-07-24 20:18:34,348 - mmaction - INFO - Epoch [29][160/3757] lr: 9.708e-02, eta: 17 days, 16:23:02, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5727, loss_cls: 3.1641, loss: 3.1641, grad_norm: 2.0926 2020-07-24 20:18:50,220 - mmaction - INFO - Epoch [29][180/3757] lr: 9.708e-02, eta: 16 days, 14:10:11, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5508, loss_cls: 3.2389, loss: 3.2389, grad_norm: 2.1582 2020-07-24 20:19:06,052 - mmaction - INFO - Epoch [29][200/3757] lr: 9.708e-02, eta: 15 days, 17:11:49, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5664, loss_cls: 3.0631, loss: 3.0631, grad_norm: 2.0932 2020-07-24 20:19:21,794 - mmaction - INFO - Epoch [29][220/3757] lr: 9.708e-02, eta: 14 days, 23:55:28, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5555, loss_cls: 3.2243, loss: 3.2243, grad_norm: 2.1931 2020-07-24 20:19:37,620 - mmaction - INFO - Epoch [29][240/3757] lr: 9.708e-02, eta: 14 days, 9:37:03, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5672, loss_cls: 3.1884, loss: 3.1884, grad_norm: 2.1246 2020-07-24 20:19:53,392 - mmaction - INFO - Epoch [29][260/3757] lr: 9.708e-02, eta: 13 days, 21:27:04, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5719, loss_cls: 3.2163, loss: 3.2163, grad_norm: 2.1208 2020-07-24 20:20:09,213 - mmaction - INFO - Epoch [29][280/3757] lr: 9.708e-02, eta: 13 days, 11:04:02, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5625, loss_cls: 3.2050, loss: 3.2050, grad_norm: 2.1843 2020-07-24 20:20:25,003 - mmaction - INFO - Epoch [29][300/3757] lr: 9.708e-02, eta: 13 days, 2:02:36, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5719, loss_cls: 3.2066, loss: 3.2066, grad_norm: 2.1548 2020-07-24 20:20:40,806 - mmaction - INFO - Epoch [29][320/3757] lr: 9.708e-02, eta: 12 days, 18:08:31, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5586, loss_cls: 3.2138, loss: 3.2138, grad_norm: 2.1819 2020-07-24 20:20:56,726 - mmaction - INFO - Epoch [29][340/3757] lr: 9.708e-02, eta: 12 days, 11:15:26, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.2758, top5_acc: 0.5398, loss_cls: 3.2385, loss: 3.2385, grad_norm: 2.2189 2020-07-24 20:21:12,490 - mmaction - INFO - Epoch [29][360/3757] lr: 9.708e-02, eta: 12 days, 5:02:49, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5445, loss_cls: 3.1665, loss: 3.1665, grad_norm: 2.0610 2020-07-24 20:21:28,275 - mmaction - INFO - Epoch [29][380/3757] lr: 9.708e-02, eta: 11 days, 23:30:05, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5789, loss_cls: 3.1471, loss: 3.1471, grad_norm: 2.0996 2020-07-24 20:21:44,077 - mmaction - INFO - Epoch [29][400/3757] lr: 9.708e-02, eta: 11 days, 18:30:31, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5539, loss_cls: 3.2206, loss: 3.2206, grad_norm: 2.0870 2020-07-24 20:21:59,934 - mmaction - INFO - Epoch [29][420/3757] lr: 9.708e-02, eta: 11 days, 14:01:48, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5484, loss_cls: 3.2468, loss: 3.2468, grad_norm: 2.0954 2020-07-24 20:22:15,824 - mmaction - INFO - Epoch [29][440/3757] lr: 9.708e-02, eta: 11 days, 9:57:55, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5781, loss_cls: 3.1076, loss: 3.1076, grad_norm: 2.0661 2020-07-24 20:22:31,578 - mmaction - INFO - Epoch [29][460/3757] lr: 9.708e-02, eta: 11 days, 6:12:04, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.2828, top5_acc: 0.5656, loss_cls: 3.2059, loss: 3.2059, grad_norm: 2.1525 2020-07-24 20:22:47,391 - mmaction - INFO - Epoch [29][480/3757] lr: 9.708e-02, eta: 11 days, 2:46:42, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5461, loss_cls: 3.2399, loss: 3.2399, grad_norm: 2.1295 2020-07-24 20:23:03,347 - mmaction - INFO - Epoch [29][500/3757] lr: 9.708e-02, eta: 10 days, 23:41:16, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5805, loss_cls: 3.0829, loss: 3.0829, grad_norm: 2.0457 2020-07-24 20:23:19,122 - mmaction - INFO - Epoch [29][520/3757] lr: 9.708e-02, eta: 10 days, 20:45:29, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5461, loss_cls: 3.2892, loss: 3.2892, grad_norm: 2.1655 2020-07-24 20:23:34,975 - mmaction - INFO - Epoch [29][540/3757] lr: 9.708e-02, eta: 10 days, 18:03:31, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5484, loss_cls: 3.2038, loss: 3.2038, grad_norm: 2.1127 2020-07-24 20:23:50,658 - mmaction - INFO - Epoch [29][560/3757] lr: 9.708e-02, eta: 10 days, 15:30:40, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5445, loss_cls: 3.1993, loss: 3.1993, grad_norm: 2.1469 2020-07-24 20:24:06,381 - mmaction - INFO - Epoch [29][580/3757] lr: 9.708e-02, eta: 10 days, 13:08:23, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5641, loss_cls: 3.1883, loss: 3.1883, grad_norm: 2.1424 2020-07-24 20:24:22,283 - mmaction - INFO - Epoch [29][600/3757] lr: 9.708e-02, eta: 10 days, 10:59:30, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5547, loss_cls: 3.1979, loss: 3.1979, grad_norm: 2.1122 2020-07-24 20:24:38,133 - mmaction - INFO - Epoch [29][620/3757] lr: 9.708e-02, eta: 10 days, 8:58:22, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5844, loss_cls: 3.1615, loss: 3.1615, grad_norm: 2.1214 2020-07-24 20:24:53,883 - mmaction - INFO - Epoch [29][640/3757] lr: 9.708e-02, eta: 10 days, 7:02:18, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5656, loss_cls: 3.2074, loss: 3.2074, grad_norm: 2.1938 2020-07-24 20:25:09,738 - mmaction - INFO - Epoch [29][660/3757] lr: 9.708e-02, eta: 10 days, 5:15:29, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5563, loss_cls: 3.1994, loss: 3.1994, grad_norm: 2.1313 2020-07-24 20:25:25,466 - mmaction - INFO - Epoch [29][680/3757] lr: 9.708e-02, eta: 10 days, 3:32:19, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.2859, top5_acc: 0.5430, loss_cls: 3.2811, loss: 3.2811, grad_norm: 2.2101 2020-07-24 20:25:41,286 - mmaction - INFO - Epoch [29][700/3757] lr: 9.708e-02, eta: 10 days, 1:56:57, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5555, loss_cls: 3.2698, loss: 3.2698, grad_norm: 2.0702 2020-07-24 20:25:57,028 - mmaction - INFO - Epoch [29][720/3757] lr: 9.708e-02, eta: 10 days, 0:24:58, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5797, loss_cls: 3.0925, loss: 3.0925, grad_norm: 2.1459 2020-07-24 20:26:12,838 - mmaction - INFO - Epoch [29][740/3757] lr: 9.708e-02, eta: 9 days, 22:59:14, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5516, loss_cls: 3.2484, loss: 3.2484, grad_norm: 2.2467 2020-07-24 20:26:28,610 - mmaction - INFO - Epoch [29][760/3757] lr: 9.708e-02, eta: 9 days, 21:38:01, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5719, loss_cls: 3.1813, loss: 3.1813, grad_norm: 2.1200 2020-07-24 20:26:44,342 - mmaction - INFO - Epoch [29][780/3757] lr: 9.708e-02, eta: 9 days, 20:19:48, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5687, loss_cls: 3.2057, loss: 3.2057, grad_norm: 2.1883 2020-07-24 20:27:00,183 - mmaction - INFO - Epoch [29][800/3757] lr: 9.708e-02, eta: 9 days, 19:07:28, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5516, loss_cls: 3.2446, loss: 3.2446, grad_norm: 2.1577 2020-07-24 20:27:15,982 - mmaction - INFO - Epoch [29][820/3757] lr: 9.708e-02, eta: 9 days, 17:57:34, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5430, loss_cls: 3.3058, loss: 3.3058, grad_norm: 2.0933 2020-07-24 20:27:31,764 - mmaction - INFO - Epoch [29][840/3757] lr: 9.708e-02, eta: 9 days, 16:51:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5352, loss_cls: 3.3499, loss: 3.3499, grad_norm: 2.1208 2020-07-24 20:27:47,677 - mmaction - INFO - Epoch [29][860/3757] lr: 9.708e-02, eta: 9 days, 15:49:57, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5594, loss_cls: 3.2308, loss: 3.2308, grad_norm: 2.1066 2020-07-24 20:28:03,437 - mmaction - INFO - Epoch [29][880/3757] lr: 9.708e-02, eta: 9 days, 14:48:44, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5508, loss_cls: 3.2250, loss: 3.2250, grad_norm: 2.0964 2020-07-24 20:28:19,209 - mmaction - INFO - Epoch [29][900/3757] lr: 9.708e-02, eta: 9 days, 13:50:31, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2820, top5_acc: 0.5312, loss_cls: 3.3504, loss: 3.3504, grad_norm: 2.1558 2020-07-24 20:28:35,014 - mmaction - INFO - Epoch [29][920/3757] lr: 9.708e-02, eta: 9 days, 12:55:38, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5367, loss_cls: 3.3199, loss: 3.3199, grad_norm: 2.1167 2020-07-24 20:28:50,830 - mmaction - INFO - Epoch [29][940/3757] lr: 9.708e-02, eta: 9 days, 12:02:58, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5297, loss_cls: 3.3486, loss: 3.3486, grad_norm: 2.0902 2020-07-24 20:29:06,585 - mmaction - INFO - Epoch [29][960/3757] lr: 9.708e-02, eta: 9 days, 11:11:28, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5625, loss_cls: 3.1523, loss: 3.1523, grad_norm: 2.1137 2020-07-24 20:29:22,346 - mmaction - INFO - Epoch [29][980/3757] lr: 9.708e-02, eta: 9 days, 10:22:30, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5523, loss_cls: 3.1973, loss: 3.1973, grad_norm: 2.1421 2020-07-24 20:29:38,159 - mmaction - INFO - Epoch [29][1000/3757] lr: 9.708e-02, eta: 9 days, 9:35:33, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5563, loss_cls: 3.1492, loss: 3.1492, grad_norm: 2.1042 2020-07-24 20:29:54,006 - mmaction - INFO - Epoch [29][1020/3757] lr: 9.708e-02, eta: 9 days, 8:51:29, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5633, loss_cls: 3.1744, loss: 3.1744, grad_norm: 2.1858 2020-07-24 20:30:09,893 - mmaction - INFO - Epoch [29][1040/3757] lr: 9.708e-02, eta: 9 days, 8:09:23, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5570, loss_cls: 3.1807, loss: 3.1807, grad_norm: 2.1600 2020-07-24 20:30:25,783 - mmaction - INFO - Epoch [29][1060/3757] lr: 9.708e-02, eta: 9 days, 7:29:29, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5406, loss_cls: 3.2910, loss: 3.2910, grad_norm: 2.1094 2020-07-24 20:30:41,539 - mmaction - INFO - Epoch [29][1080/3757] lr: 9.708e-02, eta: 9 days, 6:48:47, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5695, loss_cls: 3.1691, loss: 3.1691, grad_norm: 2.0601 2020-07-24 20:30:57,367 - mmaction - INFO - Epoch [29][1100/3757] lr: 9.708e-02, eta: 9 days, 6:10:41, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5594, loss_cls: 3.1709, loss: 3.1709, grad_norm: 2.1739 2020-07-24 20:31:13,289 - mmaction - INFO - Epoch [29][1120/3757] lr: 9.708e-02, eta: 9 days, 5:34:48, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5609, loss_cls: 3.2186, loss: 3.2186, grad_norm: 2.1395 2020-07-24 20:31:29,046 - mmaction - INFO - Epoch [29][1140/3757] lr: 9.708e-02, eta: 9 days, 4:58:21, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2844, top5_acc: 0.5391, loss_cls: 3.2561, loss: 3.2561, grad_norm: 2.1441 2020-07-24 20:31:44,951 - mmaction - INFO - Epoch [29][1160/3757] lr: 9.708e-02, eta: 9 days, 4:25:04, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5695, loss_cls: 3.2297, loss: 3.2297, grad_norm: 2.1230 2020-07-24 20:32:00,752 - mmaction - INFO - Epoch [29][1180/3757] lr: 9.708e-02, eta: 9 days, 3:51:33, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5563, loss_cls: 3.2219, loss: 3.2219, grad_norm: 2.1088 2020-07-24 20:32:16,677 - mmaction - INFO - Epoch [29][1200/3757] lr: 9.708e-02, eta: 9 days, 3:20:29, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5555, loss_cls: 3.2356, loss: 3.2356, grad_norm: 2.1613 2020-07-24 20:32:32,405 - mmaction - INFO - Epoch [29][1220/3757] lr: 9.708e-02, eta: 9 days, 2:48:13, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5328, loss_cls: 3.3096, loss: 3.3096, grad_norm: 2.1441 2020-07-24 20:32:48,224 - mmaction - INFO - Epoch [29][1240/3757] lr: 9.708e-02, eta: 9 days, 2:18:09, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5258, loss_cls: 3.3622, loss: 3.3622, grad_norm: 2.1188 2020-07-24 20:33:03,962 - mmaction - INFO - Epoch [29][1260/3757] lr: 9.708e-02, eta: 9 days, 1:47:58, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5477, loss_cls: 3.2344, loss: 3.2344, grad_norm: 2.1196 2020-07-24 20:33:19,793 - mmaction - INFO - Epoch [29][1280/3757] lr: 9.708e-02, eta: 9 days, 1:19:50, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5586, loss_cls: 3.1949, loss: 3.1949, grad_norm: 2.1623 2020-07-24 20:33:35,642 - mmaction - INFO - Epoch [29][1300/3757] lr: 9.708e-02, eta: 9 days, 0:52:39, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2711, top5_acc: 0.5352, loss_cls: 3.3154, loss: 3.3154, grad_norm: 2.1399 2020-07-24 20:33:51,378 - mmaction - INFO - Epoch [29][1320/3757] lr: 9.708e-02, eta: 9 days, 0:25:07, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5516, loss_cls: 3.2069, loss: 3.2069, grad_norm: 2.1195 2020-07-24 20:34:07,131 - mmaction - INFO - Epoch [29][1340/3757] lr: 9.708e-02, eta: 8 days, 23:58:38, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5500, loss_cls: 3.2657, loss: 3.2657, grad_norm: 2.1006 2020-07-24 20:34:22,911 - mmaction - INFO - Epoch [29][1360/3757] lr: 9.708e-02, eta: 8 days, 23:33:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5484, loss_cls: 3.2868, loss: 3.2868, grad_norm: 2.1183 2020-07-24 20:34:38,728 - mmaction - INFO - Epoch [29][1380/3757] lr: 9.708e-02, eta: 8 days, 23:08:39, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2859, top5_acc: 0.5563, loss_cls: 3.2491, loss: 3.2491, grad_norm: 2.1008 2020-07-24 20:34:54,494 - mmaction - INFO - Epoch [29][1400/3757] lr: 9.708e-02, eta: 8 days, 22:44:36, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5594, loss_cls: 3.1669, loss: 3.1669, grad_norm: 2.1730 2020-07-24 20:35:10,311 - mmaction - INFO - Epoch [29][1420/3757] lr: 9.708e-02, eta: 8 days, 22:21:28, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5594, loss_cls: 3.2472, loss: 3.2472, grad_norm: 2.1455 2020-07-24 20:35:26,116 - mmaction - INFO - Epoch [29][1440/3757] lr: 9.708e-02, eta: 8 days, 21:58:56, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5641, loss_cls: 3.1739, loss: 3.1739, grad_norm: 2.1516 2020-07-24 20:35:41,943 - mmaction - INFO - Epoch [29][1460/3757] lr: 9.708e-02, eta: 8 days, 21:37:18, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5664, loss_cls: 3.1574, loss: 3.1574, grad_norm: 2.1742 2020-07-24 20:35:57,693 - mmaction - INFO - Epoch [29][1480/3757] lr: 9.708e-02, eta: 8 days, 21:15:33, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2836, top5_acc: 0.5641, loss_cls: 3.3327, loss: 3.3327, grad_norm: 2.1915 2020-07-24 20:36:13,512 - mmaction - INFO - Epoch [29][1500/3757] lr: 9.708e-02, eta: 8 days, 20:54:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5617, loss_cls: 3.1872, loss: 3.1872, grad_norm: 2.1040 2020-07-24 20:36:29,341 - mmaction - INFO - Epoch [29][1520/3757] lr: 9.708e-02, eta: 8 days, 20:34:58, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5641, loss_cls: 3.2933, loss: 3.2933, grad_norm: 2.1288 2020-07-24 20:36:45,082 - mmaction - INFO - Epoch [29][1540/3757] lr: 9.708e-02, eta: 8 days, 20:14:41, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2852, top5_acc: 0.5297, loss_cls: 3.3129, loss: 3.3129, grad_norm: 2.1266 2020-07-24 20:37:00,826 - mmaction - INFO - Epoch [29][1560/3757] lr: 9.708e-02, eta: 8 days, 19:54:57, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2852, top5_acc: 0.5563, loss_cls: 3.2902, loss: 3.2902, grad_norm: 2.1404 2020-07-24 20:37:16,540 - mmaction - INFO - Epoch [29][1580/3757] lr: 9.708e-02, eta: 8 days, 19:35:26, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5797, loss_cls: 3.1519, loss: 3.1519, grad_norm: 2.1369 2020-07-24 20:37:32,292 - mmaction - INFO - Epoch [29][1600/3757] lr: 9.708e-02, eta: 8 days, 19:16:42, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5836, loss_cls: 3.1612, loss: 3.1612, grad_norm: 2.1015 2020-07-24 20:37:48,076 - mmaction - INFO - Epoch [29][1620/3757] lr: 9.708e-02, eta: 8 days, 18:58:45, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5633, loss_cls: 3.1886, loss: 3.1886, grad_norm: 2.1085 2020-07-24 20:38:03,911 - mmaction - INFO - Epoch [29][1640/3757] lr: 9.708e-02, eta: 8 days, 18:41:41, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5445, loss_cls: 3.2364, loss: 3.2364, grad_norm: 2.1270 2020-07-24 20:38:19,739 - mmaction - INFO - Epoch [29][1660/3757] lr: 9.708e-02, eta: 8 days, 18:24:59, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5633, loss_cls: 3.1645, loss: 3.1645, grad_norm: 2.0738 2020-07-24 20:38:35,479 - mmaction - INFO - Epoch [29][1680/3757] lr: 9.708e-02, eta: 8 days, 18:07:52, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5797, loss_cls: 3.1474, loss: 3.1474, grad_norm: 2.1523 2020-07-24 20:38:51,372 - mmaction - INFO - Epoch [29][1700/3757] lr: 9.708e-02, eta: 8 days, 17:52:27, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5641, loss_cls: 3.1927, loss: 3.1927, grad_norm: 2.1841 2020-07-24 20:39:07,171 - mmaction - INFO - Epoch [29][1720/3757] lr: 9.708e-02, eta: 8 days, 17:36:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5500, loss_cls: 3.2002, loss: 3.2002, grad_norm: 2.1058 2020-07-24 20:39:22,985 - mmaction - INFO - Epoch [29][1740/3757] lr: 9.708e-02, eta: 8 days, 17:21:13, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.1492, loss: 3.1492, grad_norm: 2.1841 2020-07-24 20:39:38,752 - mmaction - INFO - Epoch [29][1760/3757] lr: 9.708e-02, eta: 8 days, 17:05:37, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.2844, top5_acc: 0.5602, loss_cls: 3.2450, loss: 3.2450, grad_norm: 2.1420 2020-07-24 20:39:54,496 - mmaction - INFO - Epoch [29][1780/3757] lr: 9.708e-02, eta: 8 days, 16:50:36, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5500, loss_cls: 3.2280, loss: 3.2280, grad_norm: 2.0873 2020-07-24 20:40:10,290 - mmaction - INFO - Epoch [29][1800/3757] lr: 9.708e-02, eta: 8 days, 16:36:06, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5586, loss_cls: 3.2352, loss: 3.2352, grad_norm: 2.1397 2020-07-24 20:40:26,098 - mmaction - INFO - Epoch [29][1820/3757] lr: 9.708e-02, eta: 8 days, 16:22:00, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5570, loss_cls: 3.2850, loss: 3.2850, grad_norm: 2.0897 2020-07-24 20:40:41,970 - mmaction - INFO - Epoch [29][1840/3757] lr: 9.708e-02, eta: 8 days, 16:08:35, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5648, loss_cls: 3.1773, loss: 3.1773, grad_norm: 2.1431 2020-07-24 20:40:57,781 - mmaction - INFO - Epoch [29][1860/3757] lr: 9.708e-02, eta: 8 days, 15:55:12, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5492, loss_cls: 3.1989, loss: 3.1989, grad_norm: 2.1398 2020-07-24 20:41:13,590 - mmaction - INFO - Epoch [29][1880/3757] lr: 9.708e-02, eta: 8 days, 15:41:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.2072, loss: 3.2072, grad_norm: 2.1190 2020-07-24 20:41:29,311 - mmaction - INFO - Epoch [29][1900/3757] lr: 9.708e-02, eta: 8 days, 15:28:23, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5523, loss_cls: 3.2620, loss: 3.2620, grad_norm: 2.1049 2020-07-24 20:41:45,144 - mmaction - INFO - Epoch [29][1920/3757] lr: 9.708e-02, eta: 8 days, 15:15:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5586, loss_cls: 3.2010, loss: 3.2010, grad_norm: 2.1377 2020-07-24 20:42:00,981 - mmaction - INFO - Epoch [29][1940/3757] lr: 9.708e-02, eta: 8 days, 15:03:41, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5789, loss_cls: 3.0953, loss: 3.0953, grad_norm: 2.1834 2020-07-24 20:42:16,794 - mmaction - INFO - Epoch [29][1960/3757] lr: 9.708e-02, eta: 8 days, 14:51:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5375, loss_cls: 3.2737, loss: 3.2737, grad_norm: 2.2148 2020-07-24 20:42:32,555 - mmaction - INFO - Epoch [29][1980/3757] lr: 9.708e-02, eta: 8 days, 14:39:16, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5516, loss_cls: 3.2375, loss: 3.2375, grad_norm: 2.1284 2020-07-24 20:42:48,341 - mmaction - INFO - Epoch [29][2000/3757] lr: 9.708e-02, eta: 8 days, 14:27:26, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2734, top5_acc: 0.5391, loss_cls: 3.3204, loss: 3.3204, grad_norm: 2.1372 2020-07-24 20:43:04,160 - mmaction - INFO - Epoch [29][2020/3757] lr: 9.708e-02, eta: 8 days, 14:16:01, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5813, loss_cls: 3.0836, loss: 3.0836, grad_norm: 2.0917 2020-07-24 20:43:19,987 - mmaction - INFO - Epoch [29][2040/3757] lr: 9.708e-02, eta: 8 days, 14:04:54, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5375, loss_cls: 3.2732, loss: 3.2732, grad_norm: 2.1609 2020-07-24 20:43:35,795 - mmaction - INFO - Epoch [29][2060/3757] lr: 9.708e-02, eta: 8 days, 13:53:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5477, loss_cls: 3.2961, loss: 3.2961, grad_norm: 2.1584 2020-07-24 20:43:51,623 - mmaction - INFO - Epoch [29][2080/3757] lr: 9.708e-02, eta: 8 days, 13:43:09, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2844, top5_acc: 0.5477, loss_cls: 3.2837, loss: 3.2837, grad_norm: 2.1415 2020-07-24 20:44:07,472 - mmaction - INFO - Epoch [29][2100/3757] lr: 9.708e-02, eta: 8 days, 13:32:49, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5555, loss_cls: 3.2514, loss: 3.2514, grad_norm: 2.1217 2020-07-24 20:44:23,358 - mmaction - INFO - Epoch [29][2120/3757] lr: 9.708e-02, eta: 8 days, 13:22:47, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5664, loss_cls: 3.1647, loss: 3.1647, grad_norm: 2.1552 2020-07-24 20:44:39,199 - mmaction - INFO - Epoch [29][2140/3757] lr: 9.708e-02, eta: 8 days, 13:12:38, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5469, loss_cls: 3.2334, loss: 3.2334, grad_norm: 2.1573 2020-07-24 20:44:55,001 - mmaction - INFO - Epoch [29][2160/3757] lr: 9.708e-02, eta: 8 days, 13:02:43, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5391, loss_cls: 3.2894, loss: 3.2894, grad_norm: 2.1095 2020-07-24 20:45:10,860 - mmaction - INFO - Epoch [29][2180/3757] lr: 9.708e-02, eta: 8 days, 12:53:08, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5328, loss_cls: 3.2135, loss: 3.2135, grad_norm: 2.0756 2020-07-24 20:45:26,650 - mmaction - INFO - Epoch [29][2200/3757] lr: 9.708e-02, eta: 8 days, 12:43:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5617, loss_cls: 3.1767, loss: 3.1767, grad_norm: 2.1034 2020-07-24 20:45:42,492 - mmaction - INFO - Epoch [29][2220/3757] lr: 9.708e-02, eta: 8 days, 12:33:58, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5555, loss_cls: 3.2357, loss: 3.2357, grad_norm: 2.0994 2020-07-24 20:45:58,292 - mmaction - INFO - Epoch [29][2240/3757] lr: 9.708e-02, eta: 8 days, 12:24:32, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5414, loss_cls: 3.2528, loss: 3.2528, grad_norm: 2.1078 2020-07-24 20:46:14,142 - mmaction - INFO - Epoch [29][2260/3757] lr: 9.708e-02, eta: 8 days, 12:15:36, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5555, loss_cls: 3.1733, loss: 3.1733, grad_norm: 2.1195 2020-07-24 20:46:30,028 - mmaction - INFO - Epoch [29][2280/3757] lr: 9.708e-02, eta: 8 days, 12:06:59, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5602, loss_cls: 3.2057, loss: 3.2057, grad_norm: 2.0994 2020-07-24 20:46:45,888 - mmaction - INFO - Epoch [29][2300/3757] lr: 9.708e-02, eta: 8 days, 11:58:22, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5578, loss_cls: 3.1775, loss: 3.1775, grad_norm: 2.2088 2020-07-24 20:47:01,632 - mmaction - INFO - Epoch [29][2320/3757] lr: 9.708e-02, eta: 8 days, 11:49:16, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5547, loss_cls: 3.1653, loss: 3.1653, grad_norm: 2.1847 2020-07-24 20:47:17,438 - mmaction - INFO - Epoch [29][2340/3757] lr: 9.708e-02, eta: 8 days, 11:40:36, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2656, top5_acc: 0.5227, loss_cls: 3.3498, loss: 3.3498, grad_norm: 2.1468 2020-07-24 20:47:33,228 - mmaction - INFO - Epoch [29][2360/3757] lr: 9.708e-02, eta: 8 days, 11:32:02, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2734, top5_acc: 0.5297, loss_cls: 3.3409, loss: 3.3409, grad_norm: 2.1559 2020-07-24 20:47:49,045 - mmaction - INFO - Epoch [29][2380/3757] lr: 9.708e-02, eta: 8 days, 11:23:44, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5344, loss_cls: 3.2621, loss: 3.2621, grad_norm: 2.1026 2020-07-24 20:48:04,884 - mmaction - INFO - Epoch [29][2400/3757] lr: 9.708e-02, eta: 8 days, 11:15:42, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5539, loss_cls: 3.2302, loss: 3.2302, grad_norm: 2.1799 2020-07-24 20:48:20,696 - mmaction - INFO - Epoch [29][2420/3757] lr: 9.708e-02, eta: 8 days, 11:07:32, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2844, top5_acc: 0.5391, loss_cls: 3.3439, loss: 3.3439, grad_norm: 2.1209 2020-07-24 20:48:36,481 - mmaction - INFO - Epoch [29][2440/3757] lr: 9.708e-02, eta: 8 days, 10:59:32, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5602, loss_cls: 3.2337, loss: 3.2337, grad_norm: 2.0692 2020-07-24 20:48:52,289 - mmaction - INFO - Epoch [29][2460/3757] lr: 9.708e-02, eta: 8 days, 10:51:43, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5609, loss_cls: 3.2035, loss: 3.2035, grad_norm: 2.1778 2020-07-24 20:49:08,117 - mmaction - INFO - Epoch [29][2480/3757] lr: 9.708e-02, eta: 8 days, 10:44:08, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2758, top5_acc: 0.5586, loss_cls: 3.2838, loss: 3.2838, grad_norm: 2.1653 2020-07-24 20:49:23,926 - mmaction - INFO - Epoch [29][2500/3757] lr: 9.708e-02, eta: 8 days, 10:36:32, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.2180, loss: 3.2180, grad_norm: 2.1220 2020-07-24 20:49:39,689 - mmaction - INFO - Epoch [29][2520/3757] lr: 9.708e-02, eta: 8 days, 10:28:49, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5477, loss_cls: 3.2564, loss: 3.2564, grad_norm: 2.1784 2020-07-24 20:49:55,510 - mmaction - INFO - Epoch [29][2540/3757] lr: 9.708e-02, eta: 8 days, 10:21:34, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5719, loss_cls: 3.1305, loss: 3.1305, grad_norm: 2.1189 2020-07-24 20:50:11,292 - mmaction - INFO - Epoch [29][2560/3757] lr: 9.708e-02, eta: 8 days, 10:14:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2852, top5_acc: 0.5445, loss_cls: 3.3200, loss: 3.3200, grad_norm: 2.1784 2020-07-24 20:50:27,087 - mmaction - INFO - Epoch [29][2580/3757] lr: 9.708e-02, eta: 8 days, 10:06:57, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5312, loss_cls: 3.3133, loss: 3.3133, grad_norm: 2.1466 2020-07-24 20:50:42,866 - mmaction - INFO - Epoch [29][2600/3757] lr: 9.708e-02, eta: 8 days, 9:59:45, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5648, loss_cls: 3.2140, loss: 3.2140, grad_norm: 2.0892 2020-07-24 20:50:58,711 - mmaction - INFO - Epoch [29][2620/3757] lr: 9.708e-02, eta: 8 days, 9:52:59, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5445, loss_cls: 3.2728, loss: 3.2728, grad_norm: 2.1202 2020-07-24 20:51:14,491 - mmaction - INFO - Epoch [29][2640/3757] lr: 9.708e-02, eta: 8 days, 9:46:02, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5602, loss_cls: 3.2594, loss: 3.2594, grad_norm: 2.1472 2020-07-24 20:51:30,275 - mmaction - INFO - Epoch [29][2660/3757] lr: 9.708e-02, eta: 8 days, 9:39:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5656, loss_cls: 3.2235, loss: 3.2235, grad_norm: 2.1582 2020-07-24 20:51:46,031 - mmaction - INFO - Epoch [29][2680/3757] lr: 9.708e-02, eta: 8 days, 9:32:16, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5625, loss_cls: 3.2023, loss: 3.2023, grad_norm: 2.1308 2020-07-24 20:52:01,804 - mmaction - INFO - Epoch [29][2700/3757] lr: 9.708e-02, eta: 8 days, 9:25:35, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5555, loss_cls: 3.2522, loss: 3.2522, grad_norm: 2.1721 2020-07-24 20:52:17,852 - mmaction - INFO - Epoch [29][2720/3757] lr: 9.708e-02, eta: 8 days, 9:20:20, time: 0.802, data_time: 0.001, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5805, loss_cls: 3.1961, loss: 3.1961, grad_norm: 2.1307 2020-07-24 20:52:37,576 - mmaction - INFO - Epoch [29][2740/3757] lr: 9.708e-02, eta: 8 days, 9:34:22, time: 0.987, data_time: 0.050, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5391, loss_cls: 3.3449, loss: 3.3449, grad_norm: 2.1565 2020-07-24 20:52:53,649 - mmaction - INFO - Epoch [29][2760/3757] lr: 9.708e-02, eta: 8 days, 9:29:16, time: 0.803, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5633, loss_cls: 3.2334, loss: 3.2334, grad_norm: 2.0920 2020-07-24 20:53:09,871 - mmaction - INFO - Epoch [29][2780/3757] lr: 9.708e-02, eta: 8 days, 9:24:57, time: 0.810, data_time: 0.026, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5578, loss_cls: 3.2211, loss: 3.2211, grad_norm: 2.1418 2020-07-24 20:53:31,520 - mmaction - INFO - Epoch [29][2800/3757] lr: 9.708e-02, eta: 8 days, 9:48:32, time: 1.084, data_time: 0.006, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5375, loss_cls: 3.2778, loss: 3.2778, grad_norm: 2.1377 2020-07-24 20:53:48,461 - mmaction - INFO - Epoch [29][2820/3757] lr: 9.708e-02, eta: 8 days, 9:47:51, time: 0.847, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5727, loss_cls: 3.1545, loss: 3.1545, grad_norm: 2.1398 2020-07-24 20:54:06,845 - mmaction - INFO - Epoch [29][2840/3757] lr: 9.708e-02, eta: 8 days, 9:54:23, time: 0.919, data_time: 0.096, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5516, loss_cls: 3.2543, loss: 3.2543, grad_norm: 2.1974 2020-07-24 20:54:24,303 - mmaction - INFO - Epoch [29][2860/3757] lr: 9.708e-02, eta: 8 days, 9:56:12, time: 0.872, data_time: 0.001, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5461, loss_cls: 3.2281, loss: 3.2281, grad_norm: 2.0978 2020-07-24 20:54:43,319 - mmaction - INFO - Epoch [29][2880/3757] lr: 9.708e-02, eta: 8 days, 10:05:49, time: 0.952, data_time: 0.004, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5578, loss_cls: 3.2771, loss: 3.2771, grad_norm: 2.1778 2020-07-24 20:55:02,620 - mmaction - INFO - Epoch [29][2900/3757] lr: 9.708e-02, eta: 8 days, 10:16:35, time: 0.965, data_time: 0.004, memory: 6196, top1_acc: 0.2852, top5_acc: 0.5391, loss_cls: 3.2551, loss: 3.2551, grad_norm: 2.1102 2020-07-24 20:55:18,490 - mmaction - INFO - Epoch [29][2920/3757] lr: 9.708e-02, eta: 8 days, 10:10:28, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5570, loss_cls: 3.1891, loss: 3.1891, grad_norm: 2.1077 2020-07-24 20:55:35,479 - mmaction - INFO - Epoch [29][2940/3757] lr: 9.708e-02, eta: 8 days, 10:09:55, time: 0.850, data_time: 0.004, memory: 6196, top1_acc: 0.2656, top5_acc: 0.5320, loss_cls: 3.3623, loss: 3.3623, grad_norm: 2.1235 2020-07-24 20:55:51,970 - mmaction - INFO - Epoch [29][2960/3757] lr: 9.708e-02, eta: 8 days, 10:06:53, time: 0.824, data_time: 0.038, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5633, loss_cls: 3.1990, loss: 3.1990, grad_norm: 2.0894 2020-07-24 20:56:12,222 - mmaction - INFO - Epoch [29][2980/3757] lr: 9.708e-02, eta: 8 days, 10:21:58, time: 1.013, data_time: 0.011, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5500, loss_cls: 3.2111, loss: 3.2111, grad_norm: 2.1788 2020-07-24 20:56:28,838 - mmaction - INFO - Epoch [29][3000/3757] lr: 9.708e-02, eta: 8 days, 10:19:31, time: 0.831, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5891, loss_cls: 3.1421, loss: 3.1421, grad_norm: 2.1516 2020-07-24 20:56:45,115 - mmaction - INFO - Epoch [29][3020/3757] lr: 9.708e-02, eta: 8 days, 10:15:27, time: 0.813, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5391, loss_cls: 3.2421, loss: 3.2421, grad_norm: 2.0744 2020-07-24 20:57:06,464 - mmaction - INFO - Epoch [29][3040/3757] lr: 9.708e-02, eta: 8 days, 10:35:18, time: 1.068, data_time: 0.024, memory: 6196, top1_acc: 0.2836, top5_acc: 0.5133, loss_cls: 3.2877, loss: 3.2877, grad_norm: 2.0941 2020-07-24 20:57:26,086 - mmaction - INFO - Epoch [29][3060/3757] lr: 9.708e-02, eta: 8 days, 10:46:45, time: 0.981, data_time: 0.001, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5742, loss_cls: 3.1045, loss: 3.1045, grad_norm: 2.0975 2020-07-24 20:57:50,827 - mmaction - INFO - Epoch [29][3080/3757] lr: 9.708e-02, eta: 8 days, 11:21:46, time: 1.237, data_time: 0.004, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5367, loss_cls: 3.2952, loss: 3.2952, grad_norm: 2.1661 2020-07-24 20:58:07,093 - mmaction - INFO - Epoch [29][3100/3757] lr: 9.708e-02, eta: 8 days, 11:17:19, time: 0.812, data_time: 0.002, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5672, loss_cls: 3.2094, loss: 3.2094, grad_norm: 2.1042 2020-07-24 20:58:33,251 - mmaction - INFO - Epoch [29][3120/3757] lr: 9.708e-02, eta: 8 days, 11:58:08, time: 1.308, data_time: 0.012, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5695, loss_cls: 3.1588, loss: 3.1588, grad_norm: 2.1352 2020-07-24 20:58:51,398 - mmaction - INFO - Epoch [29][3140/3757] lr: 9.708e-02, eta: 8 days, 12:02:08, time: 0.908, data_time: 0.004, memory: 6196, top1_acc: 0.2852, top5_acc: 0.5320, loss_cls: 3.3235, loss: 3.3235, grad_norm: 2.1206 2020-07-24 20:59:13,195 - mmaction - INFO - Epoch [29][3160/3757] lr: 9.708e-02, eta: 8 days, 12:22:29, time: 1.090, data_time: 0.004, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5516, loss_cls: 3.3025, loss: 3.3025, grad_norm: 2.1497 2020-07-24 20:59:39,551 - mmaction - INFO - Epoch [29][3180/3757] lr: 9.708e-02, eta: 8 days, 13:02:49, time: 1.316, data_time: 0.056, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5727, loss_cls: 3.1848, loss: 3.1848, grad_norm: 2.1132 2020-07-24 20:59:56,692 - mmaction - INFO - Epoch [29][3200/3757] lr: 9.708e-02, eta: 8 days, 13:02:00, time: 0.859, data_time: 0.016, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5398, loss_cls: 3.2591, loss: 3.2591, grad_norm: 2.1657 2020-07-24 21:00:17,993 - mmaction - INFO - Epoch [29][3220/3757] lr: 9.708e-02, eta: 8 days, 13:19:08, time: 1.062, data_time: 0.004, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5531, loss_cls: 3.3022, loss: 3.3022, grad_norm: 2.1047 2020-07-24 21:00:34,575 - mmaction - INFO - Epoch [29][3240/3757] lr: 9.708e-02, eta: 8 days, 13:15:46, time: 0.831, data_time: 0.007, memory: 6196, top1_acc: 0.2734, top5_acc: 0.5211, loss_cls: 3.3450, loss: 3.3450, grad_norm: 2.1156 2020-07-24 21:01:00,292 - mmaction - INFO - Epoch [29][3260/3757] lr: 9.708e-02, eta: 8 days, 13:52:10, time: 1.286, data_time: 0.002, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5437, loss_cls: 3.2601, loss: 3.2601, grad_norm: 2.1039 2020-07-24 21:01:17,029 - mmaction - INFO - Epoch [29][3280/3757] lr: 9.708e-02, eta: 8 days, 13:49:09, time: 0.837, data_time: 0.009, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5641, loss_cls: 3.2088, loss: 3.2088, grad_norm: 2.1017 2020-07-24 21:01:32,885 - mmaction - INFO - Epoch [29][3300/3757] lr: 9.708e-02, eta: 8 days, 13:42:22, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2820, top5_acc: 0.5375, loss_cls: 3.2911, loss: 3.2911, grad_norm: 2.1955 2020-07-24 21:01:49,576 - mmaction - INFO - Epoch [29][3320/3757] lr: 9.708e-02, eta: 8 days, 13:39:13, time: 0.834, data_time: 0.004, memory: 6196, top1_acc: 0.2859, top5_acc: 0.5469, loss_cls: 3.2755, loss: 3.2755, grad_norm: 2.1594 2020-07-24 21:02:05,401 - mmaction - INFO - Epoch [29][3340/3757] lr: 9.708e-02, eta: 8 days, 13:32:26, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.2129, loss: 3.2129, grad_norm: 2.0468 2020-07-24 21:02:25,776 - mmaction - INFO - Epoch [29][3360/3757] lr: 9.708e-02, eta: 8 days, 13:44:57, time: 1.019, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5344, loss_cls: 3.2708, loss: 3.2708, grad_norm: 2.1468 2020-07-24 21:02:45,217 - mmaction - INFO - Epoch [29][3380/3757] lr: 9.708e-02, eta: 8 days, 13:53:19, time: 0.971, data_time: 0.002, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5406, loss_cls: 3.2929, loss: 3.2929, grad_norm: 2.1776 2020-07-24 21:03:01,155 - mmaction - INFO - Epoch [29][3400/3757] lr: 9.708e-02, eta: 8 days, 13:47:06, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.3428, loss: 3.3428, grad_norm: 2.1311 2020-07-24 21:03:17,838 - mmaction - INFO - Epoch [29][3420/3757] lr: 9.708e-02, eta: 8 days, 13:43:55, time: 0.834, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5344, loss_cls: 3.3097, loss: 3.3097, grad_norm: 2.1395 2020-07-24 21:03:33,642 - mmaction - INFO - Epoch [29][3440/3757] lr: 9.708e-02, eta: 8 days, 13:37:15, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5516, loss_cls: 3.2609, loss: 3.2609, grad_norm: 2.0912 2020-07-24 21:03:49,876 - mmaction - INFO - Epoch [29][3460/3757] lr: 9.708e-02, eta: 8 days, 13:32:13, time: 0.810, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5633, loss_cls: 3.1445, loss: 3.1445, grad_norm: 2.1043 2020-07-24 21:04:05,638 - mmaction - INFO - Epoch [29][3480/3757] lr: 9.708e-02, eta: 8 days, 13:25:36, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5508, loss_cls: 3.2351, loss: 3.2351, grad_norm: 2.1132 2020-07-24 21:04:26,397 - mmaction - INFO - Epoch [29][3500/3757] lr: 9.708e-02, eta: 8 days, 13:39:13, time: 1.038, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5422, loss_cls: 3.2270, loss: 3.2270, grad_norm: 2.1320 2020-07-24 21:04:52,998 - mmaction - INFO - Epoch [29][3520/3757] lr: 9.708e-02, eta: 8 days, 14:16:12, time: 1.329, data_time: 0.303, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5656, loss_cls: 3.1714, loss: 3.1714, grad_norm: 2.1670 2020-07-24 21:05:09,551 - mmaction - INFO - Epoch [29][3540/3757] lr: 9.708e-02, eta: 8 days, 14:12:32, time: 0.828, data_time: 0.004, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5273, loss_cls: 3.2942, loss: 3.2942, grad_norm: 2.1367 2020-07-24 21:05:30,374 - mmaction - INFO - Epoch [29][3560/3757] lr: 9.708e-02, eta: 8 days, 14:25:53, time: 1.041, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5328, loss_cls: 3.3397, loss: 3.3397, grad_norm: 2.0546 2020-07-24 21:05:55,954 - mmaction - INFO - Epoch [29][3580/3757] lr: 9.708e-02, eta: 8 days, 14:57:59, time: 1.279, data_time: 0.022, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5773, loss_cls: 3.1175, loss: 3.1175, grad_norm: 2.0978 2020-07-24 21:06:15,249 - mmaction - INFO - Epoch [29][3600/3757] lr: 9.708e-02, eta: 8 days, 15:04:54, time: 0.965, data_time: 0.170, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5719, loss_cls: 3.1209, loss: 3.1209, grad_norm: 2.1649 2020-07-24 21:06:31,517 - mmaction - INFO - Epoch [29][3620/3757] lr: 9.708e-02, eta: 8 days, 14:59:40, time: 0.811, data_time: 0.003, memory: 6196, top1_acc: 0.2758, top5_acc: 0.5297, loss_cls: 3.3182, loss: 3.3182, grad_norm: 2.1708 2020-07-24 21:06:58,188 - mmaction - INFO - Epoch [29][3640/3757] lr: 9.708e-02, eta: 8 days, 15:35:26, time: 1.335, data_time: 0.005, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5711, loss_cls: 3.2406, loss: 3.2406, grad_norm: 2.1076 2020-07-24 21:07:17,502 - mmaction - INFO - Epoch [29][3660/3757] lr: 9.708e-02, eta: 8 days, 15:42:06, time: 0.966, data_time: 0.001, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5758, loss_cls: 3.1516, loss: 3.1516, grad_norm: 2.1660 2020-07-24 21:07:33,870 - mmaction - INFO - Epoch [29][3680/3757] lr: 9.708e-02, eta: 8 days, 15:37:22, time: 0.819, data_time: 0.032, memory: 6196, top1_acc: 0.2836, top5_acc: 0.5328, loss_cls: 3.2543, loss: 3.2543, grad_norm: 2.1742 2020-07-24 21:07:49,656 - mmaction - INFO - Epoch [29][3700/3757] lr: 9.708e-02, eta: 8 days, 15:30:18, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5523, loss_cls: 3.1867, loss: 3.1867, grad_norm: 2.0800 2020-07-24 21:08:06,039 - mmaction - INFO - Epoch [29][3720/3757] lr: 9.708e-02, eta: 8 days, 15:25:42, time: 0.820, data_time: 0.010, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5461, loss_cls: 3.2539, loss: 3.2539, grad_norm: 2.1360 2020-07-24 21:08:22,563 - mmaction - INFO - Epoch [29][3740/3757] lr: 9.708e-02, eta: 8 days, 15:21:39, time: 0.826, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5469, loss_cls: 3.2405, loss: 3.2405, grad_norm: 2.1471 2020-07-24 21:12:15,009 - mmaction - INFO - Epoch [30][20/3757] lr: 9.687e-02, eta: 9 days, 2:15:22, time: 10.312, data_time: 9.405, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5727, loss_cls: 3.1893, loss: 3.1893, grad_norm: 2.0977 2020-07-24 21:12:31,532 - mmaction - INFO - Epoch [30][40/3757] lr: 9.687e-02, eta: 9 days, 2:07:57, time: 0.826, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5727, loss_cls: 3.1473, loss: 3.1473, grad_norm: 2.1952 2020-07-24 21:12:47,387 - mmaction - INFO - Epoch [30][60/3757] lr: 9.687e-02, eta: 9 days, 1:58:06, time: 0.793, data_time: 0.002, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5477, loss_cls: 3.2342, loss: 3.2342, grad_norm: 2.1574 2020-07-24 21:13:07,357 - mmaction - INFO - Epoch [30][80/3757] lr: 9.687e-02, eta: 9 days, 2:03:36, time: 0.999, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5539, loss_cls: 3.2143, loss: 3.2143, grad_norm: 2.1250 2020-07-24 21:13:23,965 - mmaction - INFO - Epoch [30][100/3757] lr: 9.687e-02, eta: 9 days, 1:56:33, time: 0.829, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5469, loss_cls: 3.2322, loss: 3.2322, grad_norm: 2.1416 2020-07-24 21:13:43,725 - mmaction - INFO - Epoch [30][120/3757] lr: 9.687e-02, eta: 9 days, 2:01:19, time: 0.989, data_time: 0.005, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.2174, loss: 3.2174, grad_norm: 2.1980 2020-07-24 21:14:00,058 - mmaction - INFO - Epoch [30][140/3757] lr: 9.687e-02, eta: 9 days, 1:53:24, time: 0.816, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5375, loss_cls: 3.2421, loss: 3.2421, grad_norm: 2.1380 2020-07-24 21:14:20,138 - mmaction - INFO - Epoch [30][160/3757] lr: 9.687e-02, eta: 9 days, 1:59:15, time: 1.005, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5617, loss_cls: 3.2057, loss: 3.2057, grad_norm: 2.1066 2020-07-24 21:14:36,013 - mmaction - INFO - Epoch [30][180/3757] lr: 9.687e-02, eta: 9 days, 1:49:41, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5469, loss_cls: 3.2407, loss: 3.2407, grad_norm: 2.1322 2020-07-24 21:14:52,630 - mmaction - INFO - Epoch [30][200/3757] lr: 9.687e-02, eta: 9 days, 1:43:06, time: 0.832, data_time: 0.005, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5492, loss_cls: 3.1980, loss: 3.1980, grad_norm: 2.1100 2020-07-24 21:15:09,276 - mmaction - INFO - Epoch [30][220/3757] lr: 9.687e-02, eta: 9 days, 1:36:35, time: 0.832, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5391, loss_cls: 3.2555, loss: 3.2555, grad_norm: 2.1719 2020-07-24 21:15:25,983 - mmaction - INFO - Epoch [30][240/3757] lr: 9.687e-02, eta: 9 days, 1:30:17, time: 0.834, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5563, loss_cls: 3.2047, loss: 3.2047, grad_norm: 2.1544 2020-07-24 21:15:41,810 - mmaction - INFO - Epoch [30][260/3757] lr: 9.687e-02, eta: 9 days, 1:21:03, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5414, loss_cls: 3.2658, loss: 3.2658, grad_norm: 2.1468 2020-07-24 21:15:57,608 - mmaction - INFO - Epoch [30][280/3757] lr: 9.687e-02, eta: 9 days, 1:11:38, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5727, loss_cls: 3.1272, loss: 3.1272, grad_norm: 2.1215 2020-07-24 21:16:13,470 - mmaction - INFO - Epoch [30][300/3757] lr: 9.687e-02, eta: 9 days, 1:02:45, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5687, loss_cls: 3.2264, loss: 3.2264, grad_norm: 2.1837 2020-07-24 21:16:29,671 - mmaction - INFO - Epoch [30][320/3757] lr: 9.687e-02, eta: 9 days, 0:55:00, time: 0.810, data_time: 0.023, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5398, loss_cls: 3.3048, loss: 3.3048, grad_norm: 2.1764 2020-07-24 21:16:50,458 - mmaction - INFO - Epoch [30][340/3757] lr: 9.687e-02, eta: 9 days, 1:03:16, time: 1.040, data_time: 0.004, memory: 6196, top1_acc: 0.2758, top5_acc: 0.5406, loss_cls: 3.2919, loss: 3.2919, grad_norm: 2.0943 2020-07-24 21:17:06,289 - mmaction - INFO - Epoch [30][360/3757] lr: 9.687e-02, eta: 9 days, 0:54:18, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5344, loss_cls: 3.2453, loss: 3.2453, grad_norm: 2.0682 2020-07-24 21:17:22,063 - mmaction - INFO - Epoch [30][380/3757] lr: 9.687e-02, eta: 9 days, 0:45:17, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2781, top5_acc: 0.5492, loss_cls: 3.2364, loss: 3.2364, grad_norm: 2.1251 2020-07-24 21:17:37,979 - mmaction - INFO - Epoch [30][400/3757] lr: 9.687e-02, eta: 9 days, 0:36:45, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.2859, top5_acc: 0.5352, loss_cls: 3.2352, loss: 3.2352, grad_norm: 2.1728 2020-07-24 21:17:53,749 - mmaction - INFO - Epoch [30][420/3757] lr: 9.687e-02, eta: 9 days, 0:27:54, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5563, loss_cls: 3.1903, loss: 3.1903, grad_norm: 2.1491 2020-07-24 21:18:10,206 - mmaction - INFO - Epoch [30][440/3757] lr: 9.687e-02, eta: 9 days, 0:21:25, time: 0.823, data_time: 0.011, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5656, loss_cls: 3.1976, loss: 3.1976, grad_norm: 2.1576 2020-07-24 21:18:25,896 - mmaction - INFO - Epoch [30][460/3757] lr: 9.687e-02, eta: 9 days, 0:12:24, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5727, loss_cls: 3.1726, loss: 3.1726, grad_norm: 2.1818 2020-07-24 21:18:41,650 - mmaction - INFO - Epoch [30][480/3757] lr: 9.687e-02, eta: 9 days, 0:03:42, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2758, top5_acc: 0.5398, loss_cls: 3.3121, loss: 3.3121, grad_norm: 2.1798 2020-07-24 21:18:58,053 - mmaction - INFO - Epoch [30][500/3757] lr: 9.687e-02, eta: 8 days, 23:57:10, time: 0.819, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5703, loss_cls: 3.1913, loss: 3.1913, grad_norm: 2.0871 2020-07-24 21:19:13,948 - mmaction - INFO - Epoch [30][520/3757] lr: 9.687e-02, eta: 8 days, 23:49:07, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 3.1850, loss: 3.1850, grad_norm: 2.1574 2020-07-24 21:19:30,547 - mmaction - INFO - Epoch [30][540/3757] lr: 9.687e-02, eta: 8 days, 23:43:24, time: 0.830, data_time: 0.004, memory: 6196, top1_acc: 0.2672, top5_acc: 0.5539, loss_cls: 3.2940, loss: 3.2940, grad_norm: 2.1440 2020-07-24 21:19:46,354 - mmaction - INFO - Epoch [30][560/3757] lr: 9.687e-02, eta: 8 days, 23:35:09, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.2105, loss: 3.2105, grad_norm: 2.1798 2020-07-24 21:20:02,362 - mmaction - INFO - Epoch [30][580/3757] lr: 9.687e-02, eta: 8 days, 23:27:38, time: 0.800, data_time: 0.010, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5375, loss_cls: 3.2237, loss: 3.2237, grad_norm: 2.1054 2020-07-24 21:20:23,204 - mmaction - INFO - Epoch [30][600/3757] lr: 9.687e-02, eta: 8 days, 23:35:56, time: 1.042, data_time: 0.001, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5656, loss_cls: 3.1999, loss: 3.1999, grad_norm: 2.0928 2020-07-24 21:20:39,801 - mmaction - INFO - Epoch [30][620/3757] lr: 9.687e-02, eta: 8 days, 23:30:23, time: 0.830, data_time: 0.003, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5594, loss_cls: 3.2583, loss: 3.2583, grad_norm: 2.0833 2020-07-24 21:21:00,853 - mmaction - INFO - Epoch [30][640/3757] lr: 9.687e-02, eta: 8 days, 23:39:13, time: 1.052, data_time: 0.003, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5578, loss_cls: 3.2087, loss: 3.2087, grad_norm: 2.1369 2020-07-24 21:21:17,584 - mmaction - INFO - Epoch [30][660/3757] lr: 9.687e-02, eta: 8 days, 23:34:09, time: 0.837, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5570, loss_cls: 3.2289, loss: 3.2289, grad_norm: 2.1101 2020-07-24 21:21:33,666 - mmaction - INFO - Epoch [30][680/3757] lr: 9.687e-02, eta: 8 days, 23:27:00, time: 0.804, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5539, loss_cls: 3.2414, loss: 3.2414, grad_norm: 2.1269 2020-07-24 21:21:49,543 - mmaction - INFO - Epoch [30][700/3757] lr: 9.687e-02, eta: 8 days, 23:19:19, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.2149, loss: 3.2149, grad_norm: 2.1239 2020-07-24 21:22:05,313 - mmaction - INFO - Epoch [30][720/3757] lr: 9.687e-02, eta: 8 days, 23:11:20, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5625, loss_cls: 3.2087, loss: 3.2087, grad_norm: 2.1373 2020-07-24 21:22:24,887 - mmaction - INFO - Epoch [30][740/3757] lr: 9.687e-02, eta: 8 days, 23:15:25, time: 0.979, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5516, loss_cls: 3.2676, loss: 3.2676, grad_norm: 2.1561 2020-07-24 21:22:41,144 - mmaction - INFO - Epoch [30][760/3757] lr: 9.687e-02, eta: 8 days, 23:09:03, time: 0.813, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5477, loss_cls: 3.2038, loss: 3.2038, grad_norm: 2.1074 2020-07-24 21:22:56,918 - mmaction - INFO - Epoch [30][780/3757] lr: 9.687e-02, eta: 8 days, 23:01:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5625, loss_cls: 3.2173, loss: 3.2173, grad_norm: 2.1554 2020-07-24 21:23:12,706 - mmaction - INFO - Epoch [30][800/3757] lr: 9.687e-02, eta: 8 days, 22:53:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2844, top5_acc: 0.5461, loss_cls: 3.2896, loss: 3.2896, grad_norm: 2.1263 2020-07-24 21:23:28,472 - mmaction - INFO - Epoch [30][820/3757] lr: 9.687e-02, eta: 8 days, 22:45:46, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5781, loss_cls: 3.1375, loss: 3.1375, grad_norm: 2.0838 2020-07-24 21:23:44,345 - mmaction - INFO - Epoch [30][840/3757] lr: 9.687e-02, eta: 8 days, 22:38:26, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5648, loss_cls: 3.2068, loss: 3.2068, grad_norm: 2.1931 2020-07-24 21:24:02,108 - mmaction - INFO - Epoch [30][860/3757] lr: 9.687e-02, eta: 8 days, 22:36:59, time: 0.888, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5656, loss_cls: 3.1697, loss: 3.1697, grad_norm: 2.1186 2020-07-24 21:24:23,796 - mmaction - INFO - Epoch [30][880/3757] lr: 9.687e-02, eta: 8 days, 22:47:33, time: 1.084, data_time: 0.280, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5508, loss_cls: 3.2334, loss: 3.2334, grad_norm: 2.1243 2020-07-24 21:24:45,731 - mmaction - INFO - Epoch [30][900/3757] lr: 9.687e-02, eta: 8 days, 22:58:47, time: 1.097, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5570, loss_cls: 3.2369, loss: 3.2369, grad_norm: 2.1570 2020-07-24 21:25:01,514 - mmaction - INFO - Epoch [30][920/3757] lr: 9.687e-02, eta: 8 days, 22:51:11, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2758, top5_acc: 0.5539, loss_cls: 3.2953, loss: 3.2953, grad_norm: 2.1390 2020-07-24 21:25:17,301 - mmaction - INFO - Epoch [30][940/3757] lr: 9.687e-02, eta: 8 days, 22:43:45, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5687, loss_cls: 3.1687, loss: 3.1687, grad_norm: 2.0915 2020-07-24 21:25:33,927 - mmaction - INFO - Epoch [30][960/3757] lr: 9.687e-02, eta: 8 days, 22:38:51, time: 0.831, data_time: 0.003, memory: 6196, top1_acc: 0.2820, top5_acc: 0.5391, loss_cls: 3.2743, loss: 3.2743, grad_norm: 2.1316 2020-07-24 21:25:50,842 - mmaction - INFO - Epoch [30][980/3757] lr: 9.687e-02, eta: 8 days, 22:34:40, time: 0.842, data_time: 0.048, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5484, loss_cls: 3.2119, loss: 3.2119, grad_norm: 2.0942 2020-07-24 21:26:06,556 - mmaction - INFO - Epoch [30][1000/3757] lr: 9.687e-02, eta: 8 days, 22:27:20, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5594, loss_cls: 3.2734, loss: 3.2734, grad_norm: 2.1857 2020-07-24 21:26:30,333 - mmaction - INFO - Epoch [30][1020/3757] lr: 9.687e-02, eta: 8 days, 22:43:49, time: 1.189, data_time: 0.400, memory: 6196, top1_acc: 0.2805, top5_acc: 0.5141, loss_cls: 3.3715, loss: 3.3715, grad_norm: 2.1585 2020-07-24 21:26:46,205 - mmaction - INFO - Epoch [30][1040/3757] lr: 9.687e-02, eta: 8 days, 22:36:46, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5680, loss_cls: 3.1228, loss: 3.1228, grad_norm: 2.0814 2020-07-24 21:27:02,076 - mmaction - INFO - Epoch [30][1060/3757] lr: 9.687e-02, eta: 8 days, 22:29:48, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5852, loss_cls: 3.0758, loss: 3.0758, grad_norm: 2.1259 2020-07-24 21:27:18,021 - mmaction - INFO - Epoch [30][1080/3757] lr: 9.687e-02, eta: 8 days, 22:23:00, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5602, loss_cls: 3.2492, loss: 3.2492, grad_norm: 2.1693 2020-07-24 21:27:33,817 - mmaction - INFO - Epoch [30][1100/3757] lr: 9.687e-02, eta: 8 days, 22:16:00, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5719, loss_cls: 3.1414, loss: 3.1414, grad_norm: 2.1699 2020-07-24 21:27:49,743 - mmaction - INFO - Epoch [30][1120/3757] lr: 9.687e-02, eta: 8 days, 22:09:17, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5656, loss_cls: 3.2350, loss: 3.2350, grad_norm: 2.1605 2020-07-24 21:28:05,503 - mmaction - INFO - Epoch [30][1140/3757] lr: 9.687e-02, eta: 8 days, 22:02:10, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5469, loss_cls: 3.2805, loss: 3.2805, grad_norm: 2.1099 2020-07-24 21:28:21,273 - mmaction - INFO - Epoch [30][1160/3757] lr: 9.687e-02, eta: 8 days, 21:55:13, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5453, loss_cls: 3.2385, loss: 3.2385, grad_norm: 2.1238 2020-07-24 21:28:37,435 - mmaction - INFO - Epoch [30][1180/3757] lr: 9.687e-02, eta: 8 days, 21:49:23, time: 0.808, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5648, loss_cls: 3.1548, loss: 3.1548, grad_norm: 2.1836 2020-07-24 21:28:57,607 - mmaction - INFO - Epoch [30][1200/3757] lr: 9.687e-02, eta: 8 days, 21:55:03, time: 1.008, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5539, loss_cls: 3.2369, loss: 3.2369, grad_norm: 2.1261 2020-07-24 21:29:17,049 - mmaction - INFO - Epoch [30][1220/3757] lr: 9.687e-02, eta: 8 days, 21:58:38, time: 0.973, data_time: 0.001, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5508, loss_cls: 3.2207, loss: 3.2207, grad_norm: 2.1655 2020-07-24 21:29:34,186 - mmaction - INFO - Epoch [30][1240/3757] lr: 9.687e-02, eta: 8 days, 21:55:39, time: 0.857, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5484, loss_cls: 3.2320, loss: 3.2320, grad_norm: 2.1914 2020-07-24 21:29:49,961 - mmaction - INFO - Epoch [30][1260/3757] lr: 9.687e-02, eta: 8 days, 21:48:47, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5383, loss_cls: 3.2712, loss: 3.2712, grad_norm: 2.1591 2020-07-24 21:30:12,127 - mmaction - INFO - Epoch [30][1280/3757] lr: 9.687e-02, eta: 8 days, 22:00:01, time: 1.108, data_time: 0.032, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5469, loss_cls: 3.2402, loss: 3.2402, grad_norm: 2.0714 2020-07-24 21:30:28,864 - mmaction - INFO - Epoch [30][1300/3757] lr: 9.687e-02, eta: 8 days, 21:55:54, time: 0.837, data_time: 0.017, memory: 6196, top1_acc: 0.2836, top5_acc: 0.5469, loss_cls: 3.3243, loss: 3.3243, grad_norm: 2.1930 2020-07-24 21:30:44,657 - mmaction - INFO - Epoch [30][1320/3757] lr: 9.687e-02, eta: 8 days, 21:49:11, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5406, loss_cls: 3.2519, loss: 3.2519, grad_norm: 2.1191 2020-07-24 21:31:00,862 - mmaction - INFO - Epoch [30][1340/3757] lr: 9.687e-02, eta: 8 days, 21:43:40, time: 0.810, data_time: 0.020, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5477, loss_cls: 3.2423, loss: 3.2423, grad_norm: 2.1479 2020-07-24 21:31:21,871 - mmaction - INFO - Epoch [30][1360/3757] lr: 9.687e-02, eta: 8 days, 21:51:30, time: 1.050, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5672, loss_cls: 3.2226, loss: 3.2226, grad_norm: 2.1560 2020-07-24 21:31:41,959 - mmaction - INFO - Epoch [30][1380/3757] lr: 9.687e-02, eta: 8 days, 21:56:44, time: 1.004, data_time: 0.001, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5391, loss_cls: 3.2237, loss: 3.2237, grad_norm: 2.0897 2020-07-24 21:32:00,432 - mmaction - INFO - Epoch [30][1400/3757] lr: 9.687e-02, eta: 8 days, 21:57:30, time: 0.924, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5375, loss_cls: 3.2907, loss: 3.2907, grad_norm: 2.0921 2020-07-24 21:32:21,220 - mmaction - INFO - Epoch [30][1420/3757] lr: 9.687e-02, eta: 8 days, 22:04:35, time: 1.039, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5617, loss_cls: 3.1963, loss: 3.1963, grad_norm: 2.1095 2020-07-24 21:32:37,434 - mmaction - INFO - Epoch [30][1440/3757] lr: 9.687e-02, eta: 8 days, 21:59:07, time: 0.811, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5602, loss_cls: 3.2005, loss: 3.2005, grad_norm: 2.0876 2020-07-24 21:32:53,217 - mmaction - INFO - Epoch [30][1460/3757] lr: 9.687e-02, eta: 8 days, 21:52:29, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5594, loss_cls: 3.2360, loss: 3.2360, grad_norm: 2.1535 2020-07-24 21:33:09,666 - mmaction - INFO - Epoch [30][1480/3757] lr: 9.687e-02, eta: 8 days, 21:47:45, time: 0.822, data_time: 0.004, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5711, loss_cls: 3.2082, loss: 3.2082, grad_norm: 2.1591 2020-07-24 21:33:30,529 - mmaction - INFO - Epoch [30][1500/3757] lr: 9.687e-02, eta: 8 days, 21:54:56, time: 1.043, data_time: 0.004, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5492, loss_cls: 3.2296, loss: 3.2296, grad_norm: 2.1716 2020-07-24 21:33:47,114 - mmaction - INFO - Epoch [30][1520/3757] lr: 9.687e-02, eta: 8 days, 21:50:37, time: 0.830, data_time: 0.008, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5555, loss_cls: 3.2702, loss: 3.2702, grad_norm: 2.2168 2020-07-24 21:34:07,683 - mmaction - INFO - Epoch [30][1540/3757] lr: 9.687e-02, eta: 8 days, 21:56:58, time: 1.028, data_time: 0.220, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5727, loss_cls: 3.2021, loss: 3.2021, grad_norm: 2.1165 2020-07-24 21:34:24,012 - mmaction - INFO - Epoch [30][1560/3757] lr: 9.687e-02, eta: 8 days, 21:51:58, time: 0.817, data_time: 0.003, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5555, loss_cls: 3.2536, loss: 3.2536, grad_norm: 2.1750 2020-07-24 21:34:39,874 - mmaction - INFO - Epoch [30][1580/3757] lr: 9.687e-02, eta: 8 days, 21:45:44, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5391, loss_cls: 3.2637, loss: 3.2637, grad_norm: 2.1736 2020-07-24 21:34:56,484 - mmaction - INFO - Epoch [30][1600/3757] lr: 9.687e-02, eta: 8 days, 21:41:33, time: 0.831, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5992, loss_cls: 3.0735, loss: 3.0735, grad_norm: 2.0870 2020-07-24 21:35:12,842 - mmaction - INFO - Epoch [30][1620/3757] lr: 9.687e-02, eta: 8 days, 21:36:43, time: 0.818, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5281, loss_cls: 3.2785, loss: 3.2785, grad_norm: 2.1793 2020-07-24 21:35:29,763 - mmaction - INFO - Epoch [30][1640/3757] lr: 9.687e-02, eta: 8 days, 21:33:25, time: 0.846, data_time: 0.003, memory: 6196, top1_acc: 0.2781, top5_acc: 0.5437, loss_cls: 3.3196, loss: 3.3196, grad_norm: 2.1634 2020-07-24 21:35:45,691 - mmaction - INFO - Epoch [30][1660/3757] lr: 9.687e-02, eta: 8 days, 21:27:30, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.2758, top5_acc: 0.5477, loss_cls: 3.2524, loss: 3.2524, grad_norm: 2.1341 2020-07-24 21:36:02,640 - mmaction - INFO - Epoch [30][1680/3757] lr: 9.687e-02, eta: 8 days, 21:24:18, time: 0.847, data_time: 0.020, memory: 6196, top1_acc: 0.2836, top5_acc: 0.5344, loss_cls: 3.2722, loss: 3.2722, grad_norm: 2.1757 2020-07-24 21:36:18,552 - mmaction - INFO - Epoch [30][1700/3757] lr: 9.687e-02, eta: 8 days, 21:18:27, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.2766, top5_acc: 0.5437, loss_cls: 3.3113, loss: 3.3113, grad_norm: 2.1412 2020-07-24 21:36:35,097 - mmaction - INFO - Epoch [30][1720/3757] lr: 9.687e-02, eta: 8 days, 21:14:15, time: 0.827, data_time: 0.038, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5547, loss_cls: 3.1962, loss: 3.1962, grad_norm: 2.1186 2020-07-24 21:36:51,862 - mmaction - INFO - Epoch [30][1740/3757] lr: 9.687e-02, eta: 8 days, 21:10:41, time: 0.839, data_time: 0.003, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5563, loss_cls: 3.2958, loss: 3.2958, grad_norm: 2.1450 2020-07-24 21:37:07,766 - mmaction - INFO - Epoch [30][1760/3757] lr: 9.687e-02, eta: 8 days, 21:04:54, time: 0.795, data_time: 0.009, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5781, loss_cls: 3.1033, loss: 3.1033, grad_norm: 2.0583 2020-07-24 21:37:28,523 - mmaction - INFO - Epoch [30][1780/3757] lr: 9.687e-02, eta: 8 days, 21:11:36, time: 1.038, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5664, loss_cls: 3.2038, loss: 3.2038, grad_norm: 2.1799 2020-07-24 21:37:50,826 - mmaction - INFO - Epoch [30][1800/3757] lr: 9.687e-02, eta: 8 days, 21:22:12, time: 1.115, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5617, loss_cls: 3.2448, loss: 3.2448, grad_norm: 2.1679 2020-07-24 21:38:06,588 - mmaction - INFO - Epoch [30][1820/3757] lr: 9.687e-02, eta: 8 days, 21:16:04, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5500, loss_cls: 3.2449, loss: 3.2449, grad_norm: 2.1058 2020-07-24 21:38:22,430 - mmaction - INFO - Epoch [30][1840/3757] lr: 9.687e-02, eta: 8 days, 21:10:11, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2820, top5_acc: 0.5398, loss_cls: 3.2922, loss: 3.2922, grad_norm: 2.1361 2020-07-24 21:38:38,367 - mmaction - INFO - Epoch [30][1860/3757] lr: 9.687e-02, eta: 8 days, 21:04:35, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5500, loss_cls: 3.2551, loss: 3.2551, grad_norm: 2.1587 2020-07-24 21:38:54,138 - mmaction - INFO - Epoch [30][1880/3757] lr: 9.687e-02, eta: 8 days, 20:58:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.2204, loss: 3.2204, grad_norm: 2.1429 2020-07-24 21:39:11,446 - mmaction - INFO - Epoch [30][1900/3757] lr: 9.687e-02, eta: 8 days, 20:56:31, time: 0.865, data_time: 0.050, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5492, loss_cls: 3.2912, loss: 3.2912, grad_norm: 2.1517 2020-07-24 21:39:27,404 - mmaction - INFO - Epoch [30][1920/3757] lr: 9.687e-02, eta: 8 days, 20:51:03, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5563, loss_cls: 3.2787, loss: 3.2787, grad_norm: 2.1732 2020-07-24 21:39:44,171 - mmaction - INFO - Epoch [30][1940/3757] lr: 9.687e-02, eta: 8 days, 20:47:41, time: 0.839, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5453, loss_cls: 3.2826, loss: 3.2826, grad_norm: 2.1269 2020-07-24 21:39:59,982 - mmaction - INFO - Epoch [30][1960/3757] lr: 9.687e-02, eta: 8 days, 20:41:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2742, top5_acc: 0.5375, loss_cls: 3.3179, loss: 3.3179, grad_norm: 2.1759 2020-07-24 21:40:21,508 - mmaction - INFO - Epoch [30][1980/3757] lr: 9.687e-02, eta: 8 days, 20:50:21, time: 1.077, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5453, loss_cls: 3.2869, loss: 3.2869, grad_norm: 2.1012 2020-07-24 21:40:37,301 - mmaction - INFO - Epoch [30][2000/3757] lr: 9.687e-02, eta: 8 days, 20:44:36, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2766, top5_acc: 0.5484, loss_cls: 3.2810, loss: 3.2810, grad_norm: 2.1220 2020-07-24 21:40:53,484 - mmaction - INFO - Epoch [30][2020/3757] lr: 9.687e-02, eta: 8 days, 20:39:49, time: 0.809, data_time: 0.003, memory: 6196, top1_acc: 0.2711, top5_acc: 0.5477, loss_cls: 3.3064, loss: 3.3064, grad_norm: 2.1478 2020-07-24 21:41:11,076 - mmaction - INFO - Epoch [30][2040/3757] lr: 9.687e-02, eta: 8 days, 20:38:32, time: 0.880, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5789, loss_cls: 3.0841, loss: 3.0841, grad_norm: 2.0976 2020-07-24 21:41:27,090 - mmaction - INFO - Epoch [30][2060/3757] lr: 9.687e-02, eta: 8 days, 20:33:23, time: 0.800, data_time: 0.003, memory: 6196, top1_acc: 0.2859, top5_acc: 0.5477, loss_cls: 3.2793, loss: 3.2793, grad_norm: 2.1935 2020-07-24 21:41:43,013 - mmaction - INFO - Epoch [30][2080/3757] lr: 9.687e-02, eta: 8 days, 20:28:05, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5242, loss_cls: 3.3401, loss: 3.3401, grad_norm: 2.0793 2020-07-24 21:42:08,969 - mmaction - INFO - Epoch [30][2100/3757] lr: 9.687e-02, eta: 8 days, 20:47:04, time: 1.297, data_time: 0.004, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5430, loss_cls: 3.3215, loss: 3.3215, grad_norm: 2.0530 2020-07-24 21:42:24,752 - mmaction - INFO - Epoch [30][2120/3757] lr: 9.687e-02, eta: 8 days, 20:41:25, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5695, loss_cls: 3.1525, loss: 3.1525, grad_norm: 2.0967 2020-07-24 21:42:40,533 - mmaction - INFO - Epoch [30][2140/3757] lr: 9.687e-02, eta: 8 days, 20:35:47, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5570, loss_cls: 3.2601, loss: 3.2601, grad_norm: 2.1886 2020-07-24 21:42:57,344 - mmaction - INFO - Epoch [30][2160/3757] lr: 9.687e-02, eta: 8 days, 20:32:38, time: 0.840, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5484, loss_cls: 3.2450, loss: 3.2450, grad_norm: 2.1167 2020-07-24 21:43:13,661 - mmaction - INFO - Epoch [30][2180/3757] lr: 9.687e-02, eta: 8 days, 20:28:20, time: 0.816, data_time: 0.004, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5500, loss_cls: 3.2878, loss: 3.2878, grad_norm: 2.1396 2020-07-24 21:43:29,454 - mmaction - INFO - Epoch [30][2200/3757] lr: 9.687e-02, eta: 8 days, 20:22:51, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.2525, loss: 3.2525, grad_norm: 2.1146 2020-07-24 21:43:45,248 - mmaction - INFO - Epoch [30][2220/3757] lr: 9.687e-02, eta: 8 days, 20:17:22, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2734, top5_acc: 0.5281, loss_cls: 3.3184, loss: 3.3184, grad_norm: 2.1724 2020-07-24 21:44:01,054 - mmaction - INFO - Epoch [30][2240/3757] lr: 9.687e-02, eta: 8 days, 20:11:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5391, loss_cls: 3.2870, loss: 3.2870, grad_norm: 2.1923 2020-07-24 21:44:17,313 - mmaction - INFO - Epoch [30][2260/3757] lr: 9.687e-02, eta: 8 days, 20:07:39, time: 0.814, data_time: 0.004, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5547, loss_cls: 3.2540, loss: 3.2540, grad_norm: 2.1337 2020-07-24 21:44:33,222 - mmaction - INFO - Epoch [30][2280/3757] lr: 9.687e-02, eta: 8 days, 20:02:30, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5383, loss_cls: 3.2655, loss: 3.2655, grad_norm: 2.1246 2020-07-24 21:44:49,798 - mmaction - INFO - Epoch [30][2300/3757] lr: 9.687e-02, eta: 8 days, 19:58:58, time: 0.828, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5813, loss_cls: 3.1286, loss: 3.1286, grad_norm: 2.0728 2020-07-24 21:45:05,853 - mmaction - INFO - Epoch [30][2320/3757] lr: 9.687e-02, eta: 8 days, 19:54:15, time: 0.803, data_time: 0.005, memory: 6196, top1_acc: 0.2859, top5_acc: 0.5328, loss_cls: 3.3104, loss: 3.3104, grad_norm: 2.1563 2020-07-24 21:45:21,568 - mmaction - INFO - Epoch [30][2340/3757] lr: 9.687e-02, eta: 8 days, 19:48:49, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.2766, top5_acc: 0.5344, loss_cls: 3.3169, loss: 3.3169, grad_norm: 2.1117 2020-07-24 21:45:37,291 - mmaction - INFO - Epoch [30][2360/3757] lr: 9.687e-02, eta: 8 days, 19:43:26, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5695, loss_cls: 3.1803, loss: 3.1803, grad_norm: 2.0960 2020-07-24 21:45:53,077 - mmaction - INFO - Epoch [30][2380/3757] lr: 9.687e-02, eta: 8 days, 19:38:12, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5648, loss_cls: 3.0759, loss: 3.0759, grad_norm: 2.1039 2020-07-24 21:46:09,281 - mmaction - INFO - Epoch [30][2400/3757] lr: 9.687e-02, eta: 8 days, 19:33:56, time: 0.810, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5789, loss_cls: 3.1295, loss: 3.1295, grad_norm: 2.0988 2020-07-24 21:46:26,425 - mmaction - INFO - Epoch [30][2420/3757] lr: 9.687e-02, eta: 8 days, 19:31:53, time: 0.857, data_time: 0.025, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5727, loss_cls: 3.0792, loss: 3.0792, grad_norm: 2.1160 2020-07-24 21:46:42,595 - mmaction - INFO - Epoch [30][2440/3757] lr: 9.687e-02, eta: 8 days, 19:27:34, time: 0.807, data_time: 0.003, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5633, loss_cls: 3.2231, loss: 3.2231, grad_norm: 2.1152 2020-07-24 21:46:58,433 - mmaction - INFO - Epoch [30][2460/3757] lr: 9.687e-02, eta: 8 days, 19:22:36, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5695, loss_cls: 3.1607, loss: 3.1607, grad_norm: 2.1206 2020-07-24 21:47:14,166 - mmaction - INFO - Epoch [30][2480/3757] lr: 9.687e-02, eta: 8 days, 19:17:24, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5797, loss_cls: 3.1845, loss: 3.1845, grad_norm: 2.1814 2020-07-24 21:47:29,972 - mmaction - INFO - Epoch [30][2500/3757] lr: 9.687e-02, eta: 8 days, 19:12:22, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5414, loss_cls: 3.2952, loss: 3.2952, grad_norm: 2.1298 2020-07-24 21:47:46,272 - mmaction - INFO - Epoch [30][2520/3757] lr: 9.687e-02, eta: 8 days, 19:08:30, time: 0.815, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5547, loss_cls: 3.2038, loss: 3.2038, grad_norm: 2.0627 2020-07-24 21:48:02,084 - mmaction - INFO - Epoch [30][2540/3757] lr: 9.687e-02, eta: 8 days, 19:03:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5711, loss_cls: 3.1674, loss: 3.1674, grad_norm: 2.1791 2020-07-24 21:48:18,070 - mmaction - INFO - Epoch [30][2560/3757] lr: 9.687e-02, eta: 8 days, 18:58:58, time: 0.799, data_time: 0.009, memory: 6196, top1_acc: 0.2820, top5_acc: 0.5359, loss_cls: 3.3047, loss: 3.3047, grad_norm: 2.1189 2020-07-24 21:48:33,978 - mmaction - INFO - Epoch [30][2580/3757] lr: 9.687e-02, eta: 8 days, 18:54:20, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.2812, top5_acc: 0.5437, loss_cls: 3.3263, loss: 3.3263, grad_norm: 2.1301 2020-07-24 21:48:49,751 - mmaction - INFO - Epoch [30][2600/3757] lr: 9.687e-02, eta: 8 days, 18:49:23, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5531, loss_cls: 3.2444, loss: 3.2444, grad_norm: 2.1539 2020-07-24 21:49:06,234 - mmaction - INFO - Epoch [30][2620/3757] lr: 9.687e-02, eta: 8 days, 18:46:03, time: 0.824, data_time: 0.041, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5734, loss_cls: 3.2020, loss: 3.2020, grad_norm: 2.1062 2020-07-24 21:49:21,967 - mmaction - INFO - Epoch [30][2640/3757] lr: 9.687e-02, eta: 8 days, 18:41:04, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5781, loss_cls: 3.1731, loss: 3.1731, grad_norm: 2.1323 2020-07-24 21:49:38,779 - mmaction - INFO - Epoch [30][2660/3757] lr: 9.687e-02, eta: 8 days, 18:38:30, time: 0.841, data_time: 0.004, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5328, loss_cls: 3.3361, loss: 3.3361, grad_norm: 2.1737 2020-07-24 21:49:54,570 - mmaction - INFO - Epoch [30][2680/3757] lr: 9.687e-02, eta: 8 days, 18:33:41, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5617, loss_cls: 3.2002, loss: 3.2002, grad_norm: 2.1164 2020-07-24 21:50:10,404 - mmaction - INFO - Epoch [30][2700/3757] lr: 9.687e-02, eta: 8 days, 18:29:01, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5492, loss_cls: 3.1490, loss: 3.1490, grad_norm: 2.1453 2020-07-24 21:50:29,633 - mmaction - INFO - Epoch [30][2720/3757] lr: 9.687e-02, eta: 8 days, 18:31:46, time: 0.961, data_time: 0.005, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5359, loss_cls: 3.2665, loss: 3.2665, grad_norm: 2.1696 2020-07-24 21:50:45,432 - mmaction - INFO - Epoch [30][2740/3757] lr: 9.687e-02, eta: 8 days, 18:27:03, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5492, loss_cls: 3.2460, loss: 3.2460, grad_norm: 2.0922 2020-07-24 21:51:01,263 - mmaction - INFO - Epoch [30][2760/3757] lr: 9.687e-02, eta: 8 days, 18:22:24, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2789, top5_acc: 0.5383, loss_cls: 3.3029, loss: 3.3029, grad_norm: 2.1157 2020-07-24 21:51:16,992 - mmaction - INFO - Epoch [30][2780/3757] lr: 9.687e-02, eta: 8 days, 18:17:36, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5469, loss_cls: 3.2654, loss: 3.2654, grad_norm: 2.1246 2020-07-24 21:51:36,475 - mmaction - INFO - Epoch [30][2800/3757] lr: 9.687e-02, eta: 8 days, 18:20:55, time: 0.974, data_time: 0.001, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5531, loss_cls: 3.2431, loss: 3.2431, grad_norm: 2.1924 2020-07-24 21:51:52,274 - mmaction - INFO - Epoch [30][2820/3757] lr: 9.687e-02, eta: 8 days, 18:16:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5625, loss_cls: 3.1938, loss: 3.1938, grad_norm: 2.1617 2020-07-24 21:52:08,513 - mmaction - INFO - Epoch [30][2840/3757] lr: 9.687e-02, eta: 8 days, 18:12:34, time: 0.812, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5719, loss_cls: 3.2063, loss: 3.2063, grad_norm: 2.1393 2020-07-24 21:52:24,717 - mmaction - INFO - Epoch [30][2860/3757] lr: 9.687e-02, eta: 8 days, 18:08:52, time: 0.811, data_time: 0.022, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5516, loss_cls: 3.2159, loss: 3.2159, grad_norm: 2.1281 2020-07-24 21:52:40,482 - mmaction - INFO - Epoch [30][2880/3757] lr: 9.687e-02, eta: 8 days, 18:04:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5484, loss_cls: 3.2422, loss: 3.2422, grad_norm: 2.1141 2020-07-24 21:52:56,266 - mmaction - INFO - Epoch [30][2900/3757] lr: 9.687e-02, eta: 8 days, 17:59:37, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5563, loss_cls: 3.2814, loss: 3.2814, grad_norm: 2.0930 2020-07-24 21:53:12,112 - mmaction - INFO - Epoch [30][2920/3757] lr: 9.687e-02, eta: 8 days, 17:55:13, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2836, top5_acc: 0.5430, loss_cls: 3.2827, loss: 3.2827, grad_norm: 2.1294 2020-07-24 21:53:28,652 - mmaction - INFO - Epoch [30][2940/3757] lr: 9.687e-02, eta: 8 days, 17:52:18, time: 0.827, data_time: 0.003, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5398, loss_cls: 3.2744, loss: 3.2744, grad_norm: 2.1429 2020-07-24 21:53:44,468 - mmaction - INFO - Epoch [30][2960/3757] lr: 9.687e-02, eta: 8 days, 17:47:50, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5500, loss_cls: 3.2476, loss: 3.2476, grad_norm: 2.1630 2020-07-24 21:54:00,237 - mmaction - INFO - Epoch [30][2980/3757] lr: 9.687e-02, eta: 8 days, 17:43:21, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5687, loss_cls: 3.1893, loss: 3.1893, grad_norm: 2.2048 2020-07-24 21:54:16,009 - mmaction - INFO - Epoch [30][3000/3757] lr: 9.687e-02, eta: 8 days, 17:38:53, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5680, loss_cls: 3.1989, loss: 3.1989, grad_norm: 2.1392 2020-07-24 21:54:31,855 - mmaction - INFO - Epoch [30][3020/3757] lr: 9.687e-02, eta: 8 days, 17:34:34, time: 0.792, data_time: 0.009, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5570, loss_cls: 3.1782, loss: 3.1782, grad_norm: 2.1096 2020-07-24 21:54:49,026 - mmaction - INFO - Epoch [30][3040/3757] lr: 9.687e-02, eta: 8 days, 17:33:03, time: 0.859, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5422, loss_cls: 3.2318, loss: 3.2318, grad_norm: 2.0682 2020-07-24 21:55:04,855 - mmaction - INFO - Epoch [30][3060/3757] lr: 9.687e-02, eta: 8 days, 17:28:45, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5672, loss_cls: 3.2225, loss: 3.2225, grad_norm: 2.1593 2020-07-24 21:55:20,564 - mmaction - INFO - Epoch [30][3080/3757] lr: 9.687e-02, eta: 8 days, 17:24:14, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5758, loss_cls: 3.0753, loss: 3.0753, grad_norm: 2.1196 2020-07-24 21:55:36,422 - mmaction - INFO - Epoch [30][3100/3757] lr: 9.687e-02, eta: 8 days, 17:19:58, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5336, loss_cls: 3.2594, loss: 3.2594, grad_norm: 2.1383 2020-07-24 21:55:52,191 - mmaction - INFO - Epoch [30][3120/3757] lr: 9.687e-02, eta: 8 days, 17:15:42, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5563, loss_cls: 3.2109, loss: 3.2109, grad_norm: 2.1716 2020-07-24 21:56:10,779 - mmaction - INFO - Epoch [30][3140/3757] lr: 9.687e-02, eta: 8 days, 17:17:10, time: 0.929, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.1924, loss: 3.1924, grad_norm: 2.1453 2020-07-24 21:56:27,926 - mmaction - INFO - Epoch [30][3160/3757] lr: 9.687e-02, eta: 8 days, 17:15:39, time: 0.857, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5367, loss_cls: 3.2790, loss: 3.2790, grad_norm: 2.2080 2020-07-24 21:56:43,689 - mmaction - INFO - Epoch [30][3180/3757] lr: 9.687e-02, eta: 8 days, 17:11:21, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5641, loss_cls: 3.1850, loss: 3.1850, grad_norm: 2.1935 2020-07-24 21:56:59,606 - mmaction - INFO - Epoch [30][3200/3757] lr: 9.687e-02, eta: 8 days, 17:07:22, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.2727, top5_acc: 0.5234, loss_cls: 3.3498, loss: 3.3498, grad_norm: 2.1694 2020-07-24 21:57:51,529 - mmaction - INFO - Epoch [30][3220/3757] lr: 9.687e-02, eta: 8 days, 18:16:29, time: 2.596, data_time: 0.001, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.1770, loss: 3.1770, grad_norm: 2.1171 2020-07-24 21:58:07,365 - mmaction - INFO - Epoch [30][3240/3757] lr: 9.687e-02, eta: 8 days, 18:12:11, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5563, loss_cls: 3.2409, loss: 3.2409, grad_norm: 2.1591 2020-07-24 21:58:23,152 - mmaction - INFO - Epoch [30][3260/3757] lr: 9.687e-02, eta: 8 days, 18:07:47, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5734, loss_cls: 3.2133, loss: 3.2133, grad_norm: 2.1377 2020-07-24 21:58:38,933 - mmaction - INFO - Epoch [30][3280/3757] lr: 9.687e-02, eta: 8 days, 18:03:25, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5578, loss_cls: 3.2339, loss: 3.2339, grad_norm: 2.1729 2020-07-24 21:58:54,726 - mmaction - INFO - Epoch [30][3300/3757] lr: 9.687e-02, eta: 8 days, 17:59:05, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2852, top5_acc: 0.5484, loss_cls: 3.2973, loss: 3.2973, grad_norm: 2.1729 2020-07-24 21:59:10,534 - mmaction - INFO - Epoch [30][3320/3757] lr: 9.687e-02, eta: 8 days, 17:54:47, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5297, loss_cls: 3.2808, loss: 3.2808, grad_norm: 2.1255 2020-07-24 21:59:26,317 - mmaction - INFO - Epoch [30][3340/3757] lr: 9.687e-02, eta: 8 days, 17:50:27, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5469, loss_cls: 3.2861, loss: 3.2861, grad_norm: 2.1167 2020-07-24 21:59:42,139 - mmaction - INFO - Epoch [30][3360/3757] lr: 9.687e-02, eta: 8 days, 17:46:16, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5609, loss_cls: 3.2307, loss: 3.2307, grad_norm: 2.1541 2020-07-24 21:59:57,927 - mmaction - INFO - Epoch [30][3380/3757] lr: 9.687e-02, eta: 8 days, 17:42:02, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5648, loss_cls: 3.1830, loss: 3.1830, grad_norm: 2.1583 2020-07-24 22:00:19,443 - mmaction - INFO - Epoch [30][3400/3757] lr: 9.687e-02, eta: 8 days, 17:49:03, time: 1.074, data_time: 0.007, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5656, loss_cls: 3.1619, loss: 3.1619, grad_norm: 2.1774 2020-07-24 22:00:35,219 - mmaction - INFO - Epoch [30][3420/3757] lr: 9.687e-02, eta: 8 days, 17:44:53, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5727, loss_cls: 3.1792, loss: 3.1792, grad_norm: 2.1179 2020-07-24 22:00:50,999 - mmaction - INFO - Epoch [30][3440/3757] lr: 9.687e-02, eta: 8 days, 17:40:40, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5695, loss_cls: 3.1292, loss: 3.1292, grad_norm: 2.1280 2020-07-24 22:01:06,695 - mmaction - INFO - Epoch [30][3460/3757] lr: 9.687e-02, eta: 8 days, 17:36:17, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5828, loss_cls: 3.0919, loss: 3.0919, grad_norm: 2.1676 2020-07-24 22:01:22,482 - mmaction - INFO - Epoch [30][3480/3757] lr: 9.687e-02, eta: 8 days, 17:32:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5672, loss_cls: 3.1268, loss: 3.1268, grad_norm: 2.1555 2020-07-24 22:01:38,224 - mmaction - INFO - Epoch [30][3500/3757] lr: 9.687e-02, eta: 8 days, 17:27:54, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5453, loss_cls: 3.2590, loss: 3.2590, grad_norm: 2.1973 2020-07-24 22:01:53,982 - mmaction - INFO - Epoch [30][3520/3757] lr: 9.687e-02, eta: 8 days, 17:23:41, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5578, loss_cls: 3.2117, loss: 3.2117, grad_norm: 2.1913 2020-07-24 22:02:09,723 - mmaction - INFO - Epoch [30][3540/3757] lr: 9.687e-02, eta: 8 days, 17:19:31, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5641, loss_cls: 3.1426, loss: 3.1426, grad_norm: 2.1019 2020-07-24 22:02:25,502 - mmaction - INFO - Epoch [30][3560/3757] lr: 9.687e-02, eta: 8 days, 17:15:21, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5727, loss_cls: 3.1372, loss: 3.1372, grad_norm: 2.2072 2020-07-24 22:02:41,273 - mmaction - INFO - Epoch [30][3580/3757] lr: 9.687e-02, eta: 8 days, 17:11:19, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5641, loss_cls: 3.2146, loss: 3.2146, grad_norm: 2.1111 2020-07-24 22:02:57,087 - mmaction - INFO - Epoch [30][3600/3757] lr: 9.687e-02, eta: 8 days, 17:07:19, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5555, loss_cls: 3.2459, loss: 3.2459, grad_norm: 2.1292 2020-07-24 22:03:12,955 - mmaction - INFO - Epoch [30][3620/3757] lr: 9.687e-02, eta: 8 days, 17:03:26, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5633, loss_cls: 3.2644, loss: 3.2644, grad_norm: 2.1515 2020-07-24 22:03:28,800 - mmaction - INFO - Epoch [30][3640/3757] lr: 9.687e-02, eta: 8 days, 16:59:33, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5734, loss_cls: 3.1561, loss: 3.1561, grad_norm: 2.1395 2020-07-24 22:03:44,634 - mmaction - INFO - Epoch [30][3660/3757] lr: 9.687e-02, eta: 8 days, 16:55:38, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5500, loss_cls: 3.2258, loss: 3.2258, grad_norm: 2.2264 2020-07-24 22:04:00,542 - mmaction - INFO - Epoch [30][3680/3757] lr: 9.687e-02, eta: 8 days, 16:51:57, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5461, loss_cls: 3.3001, loss: 3.3001, grad_norm: 2.1334 2020-07-24 22:04:16,383 - mmaction - INFO - Epoch [30][3700/3757] lr: 9.687e-02, eta: 8 days, 16:48:06, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5648, loss_cls: 3.1907, loss: 3.1907, grad_norm: 2.1601 2020-07-24 22:04:32,318 - mmaction - INFO - Epoch [30][3720/3757] lr: 9.687e-02, eta: 8 days, 16:44:26, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5641, loss_cls: 3.1571, loss: 3.1571, grad_norm: 2.1525 2020-07-24 22:04:48,117 - mmaction - INFO - Epoch [30][3740/3757] lr: 9.687e-02, eta: 8 days, 16:40:34, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5453, loss_cls: 3.2141, loss: 3.2141, grad_norm: 2.0939 2020-07-24 22:08:11,878 - mmaction - INFO - Epoch [31][20/3757] lr: 9.665e-02, eta: 8 days, 21:22:08, time: 9.147, data_time: 8.240, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5625, loss_cls: 3.1467, loss: 3.1467, grad_norm: 2.1120 2020-07-24 22:08:27,666 - mmaction - INFO - Epoch [31][40/3757] lr: 9.665e-02, eta: 8 days, 21:17:34, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5578, loss_cls: 3.1822, loss: 3.1822, grad_norm: 2.1412 2020-07-24 22:08:43,552 - mmaction - INFO - Epoch [31][60/3757] lr: 9.665e-02, eta: 8 days, 21:13:11, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5586, loss_cls: 3.1821, loss: 3.1821, grad_norm: 2.1112 2020-07-24 22:08:59,364 - mmaction - INFO - Epoch [31][80/3757] lr: 9.665e-02, eta: 8 days, 21:08:39, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5508, loss_cls: 3.2395, loss: 3.2395, grad_norm: 2.1616 2020-07-24 22:09:15,177 - mmaction - INFO - Epoch [31][100/3757] lr: 9.665e-02, eta: 8 days, 21:04:08, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2828, top5_acc: 0.5414, loss_cls: 3.2191, loss: 3.2191, grad_norm: 2.0738 2020-07-24 22:09:30,909 - mmaction - INFO - Epoch [31][120/3757] lr: 9.665e-02, eta: 8 days, 20:59:30, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.2789, top5_acc: 0.5297, loss_cls: 3.3004, loss: 3.3004, grad_norm: 2.1024 2020-07-24 22:09:46,671 - mmaction - INFO - Epoch [31][140/3757] lr: 9.665e-02, eta: 8 days, 20:54:55, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5891, loss_cls: 3.0926, loss: 3.0926, grad_norm: 2.0890 2020-07-24 22:10:02,602 - mmaction - INFO - Epoch [31][160/3757] lr: 9.665e-02, eta: 8 days, 20:50:42, time: 0.797, data_time: 0.005, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5594, loss_cls: 3.1857, loss: 3.1857, grad_norm: 2.1218 2020-07-24 22:10:18,251 - mmaction - INFO - Epoch [31][180/3757] lr: 9.665e-02, eta: 8 days, 20:46:00, time: 0.783, data_time: 0.002, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5570, loss_cls: 3.1925, loss: 3.1925, grad_norm: 2.0972 2020-07-24 22:10:34,021 - mmaction - INFO - Epoch [31][200/3757] lr: 9.665e-02, eta: 8 days, 20:41:31, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5508, loss_cls: 3.1686, loss: 3.1686, grad_norm: 2.1300 2020-07-24 22:10:49,911 - mmaction - INFO - Epoch [31][220/3757] lr: 9.665e-02, eta: 8 days, 20:37:18, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5461, loss_cls: 3.1917, loss: 3.1917, grad_norm: 2.1609 2020-07-24 22:11:05,751 - mmaction - INFO - Epoch [31][240/3757] lr: 9.665e-02, eta: 8 days, 20:32:59, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5648, loss_cls: 3.0991, loss: 3.0991, grad_norm: 2.1605 2020-07-24 22:11:21,533 - mmaction - INFO - Epoch [31][260/3757] lr: 9.665e-02, eta: 8 days, 20:28:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5516, loss_cls: 3.1839, loss: 3.1839, grad_norm: 2.1956 2020-07-24 22:11:37,244 - mmaction - INFO - Epoch [31][280/3757] lr: 9.665e-02, eta: 8 days, 20:24:06, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.2820, top5_acc: 0.5508, loss_cls: 3.2818, loss: 3.2818, grad_norm: 2.1930 2020-07-24 22:11:53,006 - mmaction - INFO - Epoch [31][300/3757] lr: 9.665e-02, eta: 8 days, 20:19:42, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5555, loss_cls: 3.2246, loss: 3.2246, grad_norm: 2.0661 2020-07-24 22:12:08,854 - mmaction - INFO - Epoch [31][320/3757] lr: 9.665e-02, eta: 8 days, 20:15:30, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5844, loss_cls: 3.1390, loss: 3.1390, grad_norm: 2.1515 2020-07-24 22:12:24,547 - mmaction - INFO - Epoch [31][340/3757] lr: 9.665e-02, eta: 8 days, 20:11:02, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5727, loss_cls: 3.1349, loss: 3.1349, grad_norm: 2.1653 2020-07-24 22:12:40,353 - mmaction - INFO - Epoch [31][360/3757] lr: 9.665e-02, eta: 8 days, 20:06:49, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5609, loss_cls: 3.2301, loss: 3.2301, grad_norm: 2.1427 2020-07-24 22:12:56,148 - mmaction - INFO - Epoch [31][380/3757] lr: 9.665e-02, eta: 8 days, 20:02:34, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5539, loss_cls: 3.2146, loss: 3.2146, grad_norm: 2.1220 2020-07-24 22:13:11,876 - mmaction - INFO - Epoch [31][400/3757] lr: 9.665e-02, eta: 8 days, 19:58:13, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5523, loss_cls: 3.2776, loss: 3.2776, grad_norm: 2.1805 2020-07-24 22:13:27,601 - mmaction - INFO - Epoch [31][420/3757] lr: 9.665e-02, eta: 8 days, 19:53:53, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5742, loss_cls: 3.1942, loss: 3.1942, grad_norm: 2.2312 2020-07-24 22:13:43,371 - mmaction - INFO - Epoch [31][440/3757] lr: 9.665e-02, eta: 8 days, 19:49:37, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5477, loss_cls: 3.2217, loss: 3.2217, grad_norm: 2.0885 2020-07-24 22:13:59,197 - mmaction - INFO - Epoch [31][460/3757] lr: 9.665e-02, eta: 8 days, 19:45:34, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5570, loss_cls: 3.2649, loss: 3.2649, grad_norm: 2.1453 2020-07-24 22:14:14,957 - mmaction - INFO - Epoch [31][480/3757] lr: 9.665e-02, eta: 8 days, 19:41:22, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5492, loss_cls: 3.2359, loss: 3.2359, grad_norm: 2.0733 2020-07-24 22:14:30,708 - mmaction - INFO - Epoch [31][500/3757] lr: 9.665e-02, eta: 8 days, 19:37:10, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5422, loss_cls: 3.2666, loss: 3.2666, grad_norm: 2.1830 2020-07-24 22:14:46,469 - mmaction - INFO - Epoch [31][520/3757] lr: 9.665e-02, eta: 8 days, 19:33:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5656, loss_cls: 3.1441, loss: 3.1441, grad_norm: 2.0997 2020-07-24 22:15:02,265 - mmaction - INFO - Epoch [31][540/3757] lr: 9.665e-02, eta: 8 days, 19:28:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5789, loss_cls: 3.1974, loss: 3.1974, grad_norm: 2.1174 2020-07-24 22:15:18,033 - mmaction - INFO - Epoch [31][560/3757] lr: 9.665e-02, eta: 8 days, 19:24:47, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.1568, loss: 3.1568, grad_norm: 2.1765 2020-07-24 22:15:33,837 - mmaction - INFO - Epoch [31][580/3757] lr: 9.665e-02, eta: 8 days, 19:20:45, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5422, loss_cls: 3.2460, loss: 3.2460, grad_norm: 2.1642 2020-07-24 22:15:49,588 - mmaction - INFO - Epoch [31][600/3757] lr: 9.665e-02, eta: 8 days, 19:16:37, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5430, loss_cls: 3.2283, loss: 3.2283, grad_norm: 2.1305 2020-07-24 22:16:05,359 - mmaction - INFO - Epoch [31][620/3757] lr: 9.665e-02, eta: 8 days, 19:12:38, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5820, loss_cls: 3.1412, loss: 3.1412, grad_norm: 2.1056 2020-07-24 22:16:21,170 - mmaction - INFO - Epoch [31][640/3757] lr: 9.665e-02, eta: 8 days, 19:08:40, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5664, loss_cls: 3.2080, loss: 3.2080, grad_norm: 2.1588 2020-07-24 22:16:36,939 - mmaction - INFO - Epoch [31][660/3757] lr: 9.665e-02, eta: 8 days, 19:04:39, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5422, loss_cls: 3.2623, loss: 3.2623, grad_norm: 2.1319 2020-07-24 22:16:52,730 - mmaction - INFO - Epoch [31][680/3757] lr: 9.665e-02, eta: 8 days, 19:00:41, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5711, loss_cls: 3.1004, loss: 3.1004, grad_norm: 2.0790 2020-07-24 22:17:08,535 - mmaction - INFO - Epoch [31][700/3757] lr: 9.665e-02, eta: 8 days, 18:56:47, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5500, loss_cls: 3.2981, loss: 3.2981, grad_norm: 2.0872 2020-07-24 22:17:24,291 - mmaction - INFO - Epoch [31][720/3757] lr: 9.665e-02, eta: 8 days, 18:52:47, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5836, loss_cls: 3.0791, loss: 3.0791, grad_norm: 2.1249 2020-07-24 22:17:40,187 - mmaction - INFO - Epoch [31][740/3757] lr: 9.665e-02, eta: 8 days, 18:49:02, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5672, loss_cls: 3.1174, loss: 3.1174, grad_norm: 2.1034 2020-07-24 22:17:55,959 - mmaction - INFO - Epoch [31][760/3757] lr: 9.665e-02, eta: 8 days, 18:45:08, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5727, loss_cls: 3.1363, loss: 3.1363, grad_norm: 2.1640 2020-07-24 22:18:11,811 - mmaction - INFO - Epoch [31][780/3757] lr: 9.665e-02, eta: 8 days, 18:41:22, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5672, loss_cls: 3.1486, loss: 3.1486, grad_norm: 2.1447 2020-07-24 22:18:27,648 - mmaction - INFO - Epoch [31][800/3757] lr: 9.665e-02, eta: 8 days, 18:37:36, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5797, loss_cls: 3.0815, loss: 3.0815, grad_norm: 2.1248 2020-07-24 22:18:43,444 - mmaction - INFO - Epoch [31][820/3757] lr: 9.665e-02, eta: 8 days, 18:33:46, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5773, loss_cls: 3.0741, loss: 3.0741, grad_norm: 2.1145 2020-07-24 22:18:59,251 - mmaction - INFO - Epoch [31][840/3757] lr: 9.665e-02, eta: 8 days, 18:29:58, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.1867, loss: 3.1867, grad_norm: 2.1885 2020-07-24 22:19:15,065 - mmaction - INFO - Epoch [31][860/3757] lr: 9.665e-02, eta: 8 days, 18:26:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5516, loss_cls: 3.1707, loss: 3.1707, grad_norm: 2.1973 2020-07-24 22:19:30,823 - mmaction - INFO - Epoch [31][880/3757] lr: 9.665e-02, eta: 8 days, 18:22:22, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5766, loss_cls: 3.1756, loss: 3.1756, grad_norm: 2.1608 2020-07-24 22:19:46,592 - mmaction - INFO - Epoch [31][900/3757] lr: 9.665e-02, eta: 8 days, 18:18:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5359, loss_cls: 3.3413, loss: 3.3413, grad_norm: 2.1543 2020-07-24 22:20:02,376 - mmaction - INFO - Epoch [31][920/3757] lr: 9.665e-02, eta: 8 days, 18:14:45, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5375, loss_cls: 3.2663, loss: 3.2663, grad_norm: 2.1449 2020-07-24 22:20:18,100 - mmaction - INFO - Epoch [31][940/3757] lr: 9.665e-02, eta: 8 days, 18:10:55, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5695, loss_cls: 3.2354, loss: 3.2354, grad_norm: 2.1170 2020-07-24 22:20:33,926 - mmaction - INFO - Epoch [31][960/3757] lr: 9.665e-02, eta: 8 days, 18:07:16, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5750, loss_cls: 3.1745, loss: 3.1745, grad_norm: 2.1568 2020-07-24 22:20:49,674 - mmaction - INFO - Epoch [31][980/3757] lr: 9.665e-02, eta: 8 days, 18:03:28, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5781, loss_cls: 3.1604, loss: 3.1604, grad_norm: 2.1744 2020-07-24 22:21:05,452 - mmaction - INFO - Epoch [31][1000/3757] lr: 9.665e-02, eta: 8 days, 17:59:48, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5461, loss_cls: 3.2509, loss: 3.2509, grad_norm: 2.1161 2020-07-24 22:21:21,195 - mmaction - INFO - Epoch [31][1020/3757] lr: 9.665e-02, eta: 8 days, 17:56:03, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5578, loss_cls: 3.2735, loss: 3.2735, grad_norm: 2.1527 2020-07-24 22:21:37,028 - mmaction - INFO - Epoch [31][1040/3757] lr: 9.665e-02, eta: 8 days, 17:52:28, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5656, loss_cls: 3.2393, loss: 3.2393, grad_norm: 2.1279 2020-07-24 22:21:52,820 - mmaction - INFO - Epoch [31][1060/3757] lr: 9.665e-02, eta: 8 days, 17:48:49, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5367, loss_cls: 3.2507, loss: 3.2507, grad_norm: 2.1123 2020-07-24 22:22:08,634 - mmaction - INFO - Epoch [31][1080/3757] lr: 9.665e-02, eta: 8 days, 17:45:11, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5836, loss_cls: 3.1558, loss: 3.1558, grad_norm: 2.1356 2020-07-24 22:22:24,458 - mmaction - INFO - Epoch [31][1100/3757] lr: 9.665e-02, eta: 8 days, 17:41:41, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5594, loss_cls: 3.1487, loss: 3.1487, grad_norm: 2.1713 2020-07-24 22:22:40,304 - mmaction - INFO - Epoch [31][1120/3757] lr: 9.665e-02, eta: 8 days, 17:38:10, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5453, loss_cls: 3.2693, loss: 3.2693, grad_norm: 2.2245 2020-07-24 22:22:56,097 - mmaction - INFO - Epoch [31][1140/3757] lr: 9.665e-02, eta: 8 days, 17:34:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5336, loss_cls: 3.2526, loss: 3.2526, grad_norm: 2.1181 2020-07-24 22:23:11,844 - mmaction - INFO - Epoch [31][1160/3757] lr: 9.665e-02, eta: 8 days, 17:30:56, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5414, loss_cls: 3.2795, loss: 3.2795, grad_norm: 2.1374 2020-07-24 22:23:27,677 - mmaction - INFO - Epoch [31][1180/3757] lr: 9.665e-02, eta: 8 days, 17:27:27, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5492, loss_cls: 3.1926, loss: 3.1926, grad_norm: 2.1330 2020-07-24 22:23:43,495 - mmaction - INFO - Epoch [31][1200/3757] lr: 9.665e-02, eta: 8 days, 17:24:00, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5523, loss_cls: 3.1932, loss: 3.1932, grad_norm: 2.0852 2020-07-24 22:23:59,354 - mmaction - INFO - Epoch [31][1220/3757] lr: 9.665e-02, eta: 8 days, 17:20:34, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5703, loss_cls: 3.1508, loss: 3.1508, grad_norm: 2.1306 2020-07-24 22:24:15,162 - mmaction - INFO - Epoch [31][1240/3757] lr: 9.665e-02, eta: 8 days, 17:17:07, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5547, loss_cls: 3.2097, loss: 3.2097, grad_norm: 2.1736 2020-07-24 22:24:30,996 - mmaction - INFO - Epoch [31][1260/3757] lr: 9.665e-02, eta: 8 days, 17:13:42, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5492, loss_cls: 3.2006, loss: 3.2006, grad_norm: 2.1293 2020-07-24 22:24:46,704 - mmaction - INFO - Epoch [31][1280/3757] lr: 9.665e-02, eta: 8 days, 17:10:06, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5516, loss_cls: 3.2114, loss: 3.2114, grad_norm: 2.1043 2020-07-24 22:25:02,563 - mmaction - INFO - Epoch [31][1300/3757] lr: 9.665e-02, eta: 8 days, 17:06:44, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5617, loss_cls: 3.1856, loss: 3.1856, grad_norm: 2.0800 2020-07-24 22:25:18,288 - mmaction - INFO - Epoch [31][1320/3757] lr: 9.665e-02, eta: 8 days, 17:03:12, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5844, loss_cls: 3.1073, loss: 3.1073, grad_norm: 2.1763 2020-07-24 22:25:34,087 - mmaction - INFO - Epoch [31][1340/3757] lr: 9.665e-02, eta: 8 days, 16:59:46, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5383, loss_cls: 3.2113, loss: 3.2113, grad_norm: 2.1246 2020-07-24 22:25:49,878 - mmaction - INFO - Epoch [31][1360/3757] lr: 9.665e-02, eta: 8 days, 16:56:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5609, loss_cls: 3.1587, loss: 3.1587, grad_norm: 2.0951 2020-07-24 22:26:05,714 - mmaction - INFO - Epoch [31][1380/3757] lr: 9.665e-02, eta: 8 days, 16:53:00, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5648, loss_cls: 3.2364, loss: 3.2364, grad_norm: 2.1285 2020-07-24 22:26:21,477 - mmaction - INFO - Epoch [31][1400/3757] lr: 9.665e-02, eta: 8 days, 16:49:36, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2828, top5_acc: 0.5555, loss_cls: 3.2458, loss: 3.2458, grad_norm: 2.1859 2020-07-24 22:26:37,275 - mmaction - INFO - Epoch [31][1420/3757] lr: 9.665e-02, eta: 8 days, 16:46:14, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5711, loss_cls: 3.1711, loss: 3.1711, grad_norm: 2.1750 2020-07-24 22:26:53,053 - mmaction - INFO - Epoch [31][1440/3757] lr: 9.665e-02, eta: 8 days, 16:42:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5391, loss_cls: 3.3176, loss: 3.3176, grad_norm: 2.2038 2020-07-24 22:27:08,918 - mmaction - INFO - Epoch [31][1460/3757] lr: 9.665e-02, eta: 8 days, 16:39:36, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5539, loss_cls: 3.2326, loss: 3.2326, grad_norm: 2.1555 2020-07-24 22:27:24,766 - mmaction - INFO - Epoch [31][1480/3757] lr: 9.665e-02, eta: 8 days, 16:36:22, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2742, top5_acc: 0.5305, loss_cls: 3.3616, loss: 3.3616, grad_norm: 2.1388 2020-07-24 22:27:40,552 - mmaction - INFO - Epoch [31][1500/3757] lr: 9.665e-02, eta: 8 days, 16:33:03, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5648, loss_cls: 3.2296, loss: 3.2296, grad_norm: 2.1034 2020-07-24 22:27:56,319 - mmaction - INFO - Epoch [31][1520/3757] lr: 9.665e-02, eta: 8 days, 16:29:42, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1767, loss: 3.1767, grad_norm: 2.1206 2020-07-24 22:28:12,214 - mmaction - INFO - Epoch [31][1540/3757] lr: 9.665e-02, eta: 8 days, 16:26:32, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5422, loss_cls: 3.2926, loss: 3.2926, grad_norm: 2.1918 2020-07-24 22:28:27,965 - mmaction - INFO - Epoch [31][1560/3757] lr: 9.665e-02, eta: 8 days, 16:23:14, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5367, loss_cls: 3.2891, loss: 3.2891, grad_norm: 2.1196 2020-07-24 22:28:43,811 - mmaction - INFO - Epoch [31][1580/3757] lr: 9.665e-02, eta: 8 days, 16:20:02, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5664, loss_cls: 3.1304, loss: 3.1304, grad_norm: 2.1021 2020-07-24 22:28:59,589 - mmaction - INFO - Epoch [31][1600/3757] lr: 9.665e-02, eta: 8 days, 16:16:47, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5609, loss_cls: 3.2201, loss: 3.2201, grad_norm: 2.1783 2020-07-24 22:29:15,377 - mmaction - INFO - Epoch [31][1620/3757] lr: 9.665e-02, eta: 8 days, 16:13:33, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5406, loss_cls: 3.1982, loss: 3.1982, grad_norm: 2.1553 2020-07-24 22:29:31,179 - mmaction - INFO - Epoch [31][1640/3757] lr: 9.665e-02, eta: 8 days, 16:10:20, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5742, loss_cls: 3.0980, loss: 3.0980, grad_norm: 2.1227 2020-07-24 22:29:46,924 - mmaction - INFO - Epoch [31][1660/3757] lr: 9.665e-02, eta: 8 days, 16:07:02, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5445, loss_cls: 3.2891, loss: 3.2891, grad_norm: 2.1470 2020-07-24 22:30:02,855 - mmaction - INFO - Epoch [31][1680/3757] lr: 9.665e-02, eta: 8 days, 16:04:04, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5406, loss_cls: 3.2361, loss: 3.2361, grad_norm: 2.1586 2020-07-24 22:30:18,663 - mmaction - INFO - Epoch [31][1700/3757] lr: 9.665e-02, eta: 8 days, 16:00:52, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.2789, top5_acc: 0.5492, loss_cls: 3.2770, loss: 3.2770, grad_norm: 2.1491 2020-07-24 22:30:34,365 - mmaction - INFO - Epoch [31][1720/3757] lr: 9.665e-02, eta: 8 days, 15:57:36, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5414, loss_cls: 3.2695, loss: 3.2695, grad_norm: 2.1483 2020-07-24 22:30:50,089 - mmaction - INFO - Epoch [31][1740/3757] lr: 9.665e-02, eta: 8 days, 15:54:20, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5680, loss_cls: 3.1695, loss: 3.1695, grad_norm: 2.0642 2020-07-24 22:31:05,833 - mmaction - INFO - Epoch [31][1760/3757] lr: 9.665e-02, eta: 8 days, 15:51:06, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5664, loss_cls: 3.1475, loss: 3.1475, grad_norm: 2.1626 2020-07-24 22:31:21,550 - mmaction - INFO - Epoch [31][1780/3757] lr: 9.665e-02, eta: 8 days, 15:47:50, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5641, loss_cls: 3.2391, loss: 3.2391, grad_norm: 2.1576 2020-07-24 22:31:37,291 - mmaction - INFO - Epoch [31][1800/3757] lr: 9.665e-02, eta: 8 days, 15:44:39, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5305, loss_cls: 3.2800, loss: 3.2800, grad_norm: 2.1998 2020-07-24 22:31:53,161 - mmaction - INFO - Epoch [31][1820/3757] lr: 9.665e-02, eta: 8 days, 15:41:40, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5430, loss_cls: 3.2788, loss: 3.2788, grad_norm: 2.1174 2020-07-24 22:32:08,918 - mmaction - INFO - Epoch [31][1840/3757] lr: 9.665e-02, eta: 8 days, 15:38:28, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5539, loss_cls: 3.2330, loss: 3.2330, grad_norm: 2.0647 2020-07-24 22:32:24,627 - mmaction - INFO - Epoch [31][1860/3757] lr: 9.665e-02, eta: 8 days, 15:35:16, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5531, loss_cls: 3.2205, loss: 3.2205, grad_norm: 2.1304 2020-07-24 22:32:40,402 - mmaction - INFO - Epoch [31][1880/3757] lr: 9.665e-02, eta: 8 days, 15:32:12, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5719, loss_cls: 3.1812, loss: 3.1812, grad_norm: 2.2228 2020-07-24 22:32:56,175 - mmaction - INFO - Epoch [31][1900/3757] lr: 9.665e-02, eta: 8 days, 15:29:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2852, top5_acc: 0.5437, loss_cls: 3.2834, loss: 3.2834, grad_norm: 2.1659 2020-07-24 22:33:11,975 - mmaction - INFO - Epoch [31][1920/3757] lr: 9.665e-02, eta: 8 days, 15:26:04, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5555, loss_cls: 3.1780, loss: 3.1780, grad_norm: 2.1382 2020-07-24 22:33:27,691 - mmaction - INFO - Epoch [31][1940/3757] lr: 9.665e-02, eta: 8 days, 15:22:55, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5703, loss_cls: 3.1858, loss: 3.1858, grad_norm: 2.1477 2020-07-24 22:33:43,356 - mmaction - INFO - Epoch [31][1960/3757] lr: 9.665e-02, eta: 8 days, 15:19:42, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3289, top5_acc: 0.6008, loss_cls: 3.1171, loss: 3.1171, grad_norm: 2.1207 2020-07-24 22:33:59,131 - mmaction - INFO - Epoch [31][1980/3757] lr: 9.665e-02, eta: 8 days, 15:16:39, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5531, loss_cls: 3.2170, loss: 3.2170, grad_norm: 2.1575 2020-07-24 22:34:14,923 - mmaction - INFO - Epoch [31][2000/3757] lr: 9.665e-02, eta: 8 days, 15:13:39, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5805, loss_cls: 3.0688, loss: 3.0688, grad_norm: 2.1257 2020-07-24 22:34:30,657 - mmaction - INFO - Epoch [31][2020/3757] lr: 9.665e-02, eta: 8 days, 15:10:35, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5742, loss_cls: 3.1539, loss: 3.1539, grad_norm: 2.2132 2020-07-24 22:34:46,380 - mmaction - INFO - Epoch [31][2040/3757] lr: 9.665e-02, eta: 8 days, 15:07:30, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5539, loss_cls: 3.2307, loss: 3.2307, grad_norm: 2.1693 2020-07-24 22:35:02,228 - mmaction - INFO - Epoch [31][2060/3757] lr: 9.665e-02, eta: 8 days, 15:04:37, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5633, loss_cls: 3.2295, loss: 3.2295, grad_norm: 2.1593 2020-07-24 22:35:17,864 - mmaction - INFO - Epoch [31][2080/3757] lr: 9.665e-02, eta: 8 days, 15:01:25, time: 0.781, data_time: 0.001, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5352, loss_cls: 3.2903, loss: 3.2903, grad_norm: 2.1541 2020-07-24 22:35:33,712 - mmaction - INFO - Epoch [31][2100/3757] lr: 9.665e-02, eta: 8 days, 14:58:34, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5641, loss_cls: 3.2709, loss: 3.2709, grad_norm: 2.1632 2020-07-24 22:35:49,531 - mmaction - INFO - Epoch [31][2120/3757] lr: 9.665e-02, eta: 8 days, 14:55:39, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5773, loss_cls: 3.1327, loss: 3.1327, grad_norm: 2.1464 2020-07-24 22:36:05,322 - mmaction - INFO - Epoch [31][2140/3757] lr: 9.665e-02, eta: 8 days, 14:52:44, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5422, loss_cls: 3.2382, loss: 3.2382, grad_norm: 2.1686 2020-07-24 22:36:21,140 - mmaction - INFO - Epoch [31][2160/3757] lr: 9.665e-02, eta: 8 days, 14:49:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5531, loss_cls: 3.2341, loss: 3.2341, grad_norm: 2.0700 2020-07-24 22:36:36,929 - mmaction - INFO - Epoch [31][2180/3757] lr: 9.665e-02, eta: 8 days, 14:46:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.1723, loss: 3.1723, grad_norm: 2.1268 2020-07-24 22:36:52,572 - mmaction - INFO - Epoch [31][2200/3757] lr: 9.665e-02, eta: 8 days, 14:43:51, time: 0.782, data_time: 0.001, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5664, loss_cls: 3.2072, loss: 3.2072, grad_norm: 2.1790 2020-07-24 22:37:08,324 - mmaction - INFO - Epoch [31][2220/3757] lr: 9.665e-02, eta: 8 days, 14:40:55, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5727, loss_cls: 3.1955, loss: 3.1955, grad_norm: 2.1672 2020-07-24 22:37:24,093 - mmaction - INFO - Epoch [31][2240/3757] lr: 9.665e-02, eta: 8 days, 14:38:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5383, loss_cls: 3.2809, loss: 3.2809, grad_norm: 2.1807 2020-07-24 22:37:39,886 - mmaction - INFO - Epoch [31][2260/3757] lr: 9.665e-02, eta: 8 days, 14:35:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5531, loss_cls: 3.2395, loss: 3.2395, grad_norm: 2.1219 2020-07-24 22:37:55,580 - mmaction - INFO - Epoch [31][2280/3757] lr: 9.665e-02, eta: 8 days, 14:32:09, time: 0.784, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5469, loss_cls: 3.2376, loss: 3.2376, grad_norm: 2.1635 2020-07-24 22:38:11,404 - mmaction - INFO - Epoch [31][2300/3757] lr: 9.665e-02, eta: 8 days, 14:29:22, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5742, loss_cls: 3.1873, loss: 3.1873, grad_norm: 2.1743 2020-07-24 22:38:27,166 - mmaction - INFO - Epoch [31][2320/3757] lr: 9.665e-02, eta: 8 days, 14:26:31, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5586, loss_cls: 3.2016, loss: 3.2016, grad_norm: 2.1422 2020-07-24 22:38:42,942 - mmaction - INFO - Epoch [31][2340/3757] lr: 9.665e-02, eta: 8 days, 14:23:40, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5453, loss_cls: 3.2483, loss: 3.2483, grad_norm: 2.0814 2020-07-24 22:38:58,683 - mmaction - INFO - Epoch [31][2360/3757] lr: 9.665e-02, eta: 8 days, 14:20:47, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5375, loss_cls: 3.2876, loss: 3.2876, grad_norm: 2.1345 2020-07-24 22:39:14,428 - mmaction - INFO - Epoch [31][2380/3757] lr: 9.665e-02, eta: 8 days, 14:17:55, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5539, loss_cls: 3.2015, loss: 3.2015, grad_norm: 2.1152 2020-07-24 22:39:30,241 - mmaction - INFO - Epoch [31][2400/3757] lr: 9.665e-02, eta: 8 days, 14:15:10, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5625, loss_cls: 3.2068, loss: 3.2068, grad_norm: 2.1731 2020-07-24 22:39:46,081 - mmaction - INFO - Epoch [31][2420/3757] lr: 9.665e-02, eta: 8 days, 14:12:24, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5563, loss_cls: 3.2528, loss: 3.2528, grad_norm: 2.2408 2020-07-24 22:40:01,916 - mmaction - INFO - Epoch [31][2440/3757] lr: 9.665e-02, eta: 8 days, 14:09:45, time: 0.794, data_time: 0.006, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5391, loss_cls: 3.2630, loss: 3.2630, grad_norm: 2.1961 2020-07-24 22:40:17,619 - mmaction - INFO - Epoch [31][2460/3757] lr: 9.665e-02, eta: 8 days, 14:06:53, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.2805, top5_acc: 0.5312, loss_cls: 3.3368, loss: 3.3368, grad_norm: 2.1578 2020-07-24 22:40:33,401 - mmaction - INFO - Epoch [31][2480/3757] lr: 9.665e-02, eta: 8 days, 14:04:06, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5586, loss_cls: 3.1633, loss: 3.1633, grad_norm: 2.1222 2020-07-24 22:40:49,162 - mmaction - INFO - Epoch [31][2500/3757] lr: 9.665e-02, eta: 8 days, 14:01:21, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5375, loss_cls: 3.1874, loss: 3.1874, grad_norm: 2.1247 2020-07-24 22:41:04,892 - mmaction - INFO - Epoch [31][2520/3757] lr: 9.665e-02, eta: 8 days, 13:58:31, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5500, loss_cls: 3.2471, loss: 3.2471, grad_norm: 2.0999 2020-07-24 22:41:20,674 - mmaction - INFO - Epoch [31][2540/3757] lr: 9.665e-02, eta: 8 days, 13:55:48, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5383, loss_cls: 3.2227, loss: 3.2227, grad_norm: 2.1088 2020-07-24 22:41:36,457 - mmaction - INFO - Epoch [31][2560/3757] lr: 9.665e-02, eta: 8 days, 13:53:05, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5539, loss_cls: 3.2748, loss: 3.2748, grad_norm: 2.1157 2020-07-24 22:41:52,226 - mmaction - INFO - Epoch [31][2580/3757] lr: 9.665e-02, eta: 8 days, 13:50:22, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5453, loss_cls: 3.2099, loss: 3.2099, grad_norm: 2.1625 2020-07-24 22:42:07,952 - mmaction - INFO - Epoch [31][2600/3757] lr: 9.665e-02, eta: 8 days, 13:47:35, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.2719, top5_acc: 0.5469, loss_cls: 3.2437, loss: 3.2437, grad_norm: 2.1315 2020-07-24 22:42:23,702 - mmaction - INFO - Epoch [31][2620/3757] lr: 9.665e-02, eta: 8 days, 13:44:51, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5375, loss_cls: 3.3247, loss: 3.3247, grad_norm: 2.1742 2020-07-24 22:42:39,452 - mmaction - INFO - Epoch [31][2640/3757] lr: 9.665e-02, eta: 8 days, 13:42:07, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5633, loss_cls: 3.1929, loss: 3.1929, grad_norm: 2.1039 2020-07-24 22:42:55,270 - mmaction - INFO - Epoch [31][2660/3757] lr: 9.665e-02, eta: 8 days, 13:39:30, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5391, loss_cls: 3.1907, loss: 3.1907, grad_norm: 2.1711 2020-07-24 22:43:11,048 - mmaction - INFO - Epoch [31][2680/3757] lr: 9.665e-02, eta: 8 days, 13:36:50, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5602, loss_cls: 3.1430, loss: 3.1430, grad_norm: 2.2259 2020-07-24 22:43:26,838 - mmaction - INFO - Epoch [31][2700/3757] lr: 9.665e-02, eta: 8 days, 13:34:11, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5828, loss_cls: 3.1112, loss: 3.1112, grad_norm: 2.2009 2020-07-24 22:43:42,686 - mmaction - INFO - Epoch [31][2720/3757] lr: 9.665e-02, eta: 8 days, 13:31:38, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5555, loss_cls: 3.2028, loss: 3.2028, grad_norm: 2.1324 2020-07-24 22:43:58,534 - mmaction - INFO - Epoch [31][2740/3757] lr: 9.665e-02, eta: 8 days, 13:29:06, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5766, loss_cls: 3.1363, loss: 3.1363, grad_norm: 2.0960 2020-07-24 22:44:14,391 - mmaction - INFO - Epoch [31][2760/3757] lr: 9.665e-02, eta: 8 days, 13:26:33, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2664, top5_acc: 0.5492, loss_cls: 3.2537, loss: 3.2537, grad_norm: 2.2132 2020-07-24 22:44:30,172 - mmaction - INFO - Epoch [31][2780/3757] lr: 9.665e-02, eta: 8 days, 13:23:57, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5539, loss_cls: 3.2245, loss: 3.2245, grad_norm: 2.1179 2020-07-24 22:44:45,960 - mmaction - INFO - Epoch [31][2800/3757] lr: 9.665e-02, eta: 8 days, 13:21:22, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5508, loss_cls: 3.2559, loss: 3.2559, grad_norm: 2.1560 2020-07-24 22:45:01,849 - mmaction - INFO - Epoch [31][2820/3757] lr: 9.665e-02, eta: 8 days, 13:18:55, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5414, loss_cls: 3.2601, loss: 3.2601, grad_norm: 2.1901 2020-07-24 22:45:17,666 - mmaction - INFO - Epoch [31][2840/3757] lr: 9.665e-02, eta: 8 days, 13:16:23, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5336, loss_cls: 3.2515, loss: 3.2515, grad_norm: 2.1420 2020-07-24 22:45:33,522 - mmaction - INFO - Epoch [31][2860/3757] lr: 9.665e-02, eta: 8 days, 13:13:54, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.1749, loss: 3.1749, grad_norm: 2.1217 2020-07-24 22:45:49,430 - mmaction - INFO - Epoch [31][2880/3757] lr: 9.665e-02, eta: 8 days, 13:11:30, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5719, loss_cls: 3.1671, loss: 3.1671, grad_norm: 2.1901 2020-07-24 22:46:05,221 - mmaction - INFO - Epoch [31][2900/3757] lr: 9.665e-02, eta: 8 days, 13:08:55, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5422, loss_cls: 3.2577, loss: 3.2577, grad_norm: 2.1305 2020-07-24 22:46:21,022 - mmaction - INFO - Epoch [31][2920/3757] lr: 9.665e-02, eta: 8 days, 13:06:24, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5516, loss_cls: 3.1915, loss: 3.1915, grad_norm: 2.1278 2020-07-24 22:46:36,816 - mmaction - INFO - Epoch [31][2940/3757] lr: 9.665e-02, eta: 8 days, 13:03:53, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2781, top5_acc: 0.5383, loss_cls: 3.3041, loss: 3.3041, grad_norm: 2.1842 2020-07-24 22:46:52,605 - mmaction - INFO - Epoch [31][2960/3757] lr: 9.665e-02, eta: 8 days, 13:01:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5641, loss_cls: 3.1965, loss: 3.1965, grad_norm: 2.1511 2020-07-24 22:47:08,501 - mmaction - INFO - Epoch [31][2980/3757] lr: 9.665e-02, eta: 8 days, 12:58:57, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5547, loss_cls: 3.1913, loss: 3.1913, grad_norm: 2.1657 2020-07-24 22:47:24,309 - mmaction - INFO - Epoch [31][3000/3757] lr: 9.665e-02, eta: 8 days, 12:56:29, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5406, loss_cls: 3.2857, loss: 3.2857, grad_norm: 2.1691 2020-07-24 22:47:40,154 - mmaction - INFO - Epoch [31][3020/3757] lr: 9.665e-02, eta: 8 days, 12:54:05, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5625, loss_cls: 3.2419, loss: 3.2419, grad_norm: 2.1250 2020-07-24 22:47:55,853 - mmaction - INFO - Epoch [31][3040/3757] lr: 9.665e-02, eta: 8 days, 12:51:27, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5398, loss_cls: 3.2609, loss: 3.2609, grad_norm: 2.1048 2020-07-24 22:48:11,686 - mmaction - INFO - Epoch [31][3060/3757] lr: 9.665e-02, eta: 8 days, 12:49:03, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5719, loss_cls: 3.1862, loss: 3.1862, grad_norm: 2.1263 2020-07-24 22:48:27,512 - mmaction - INFO - Epoch [31][3080/3757] lr: 9.665e-02, eta: 8 days, 12:46:37, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5578, loss_cls: 3.2071, loss: 3.2071, grad_norm: 2.1318 2020-07-24 22:48:43,384 - mmaction - INFO - Epoch [31][3100/3757] lr: 9.665e-02, eta: 8 days, 12:44:15, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5547, loss_cls: 3.2610, loss: 3.2610, grad_norm: 2.2089 2020-07-24 22:48:59,208 - mmaction - INFO - Epoch [31][3120/3757] lr: 9.665e-02, eta: 8 days, 12:41:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5680, loss_cls: 3.2266, loss: 3.2266, grad_norm: 2.1038 2020-07-24 22:49:14,998 - mmaction - INFO - Epoch [31][3140/3757] lr: 9.665e-02, eta: 8 days, 12:39:23, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5453, loss_cls: 3.2778, loss: 3.2778, grad_norm: 2.1894 2020-07-24 22:49:30,749 - mmaction - INFO - Epoch [31][3160/3757] lr: 9.665e-02, eta: 8 days, 12:36:54, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5781, loss_cls: 3.1746, loss: 3.1746, grad_norm: 2.1592 2020-07-24 22:49:46,635 - mmaction - INFO - Epoch [31][3180/3757] lr: 9.665e-02, eta: 8 days, 12:34:35, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5508, loss_cls: 3.3079, loss: 3.3079, grad_norm: 2.1620 2020-07-24 22:50:02,495 - mmaction - INFO - Epoch [31][3200/3757] lr: 9.665e-02, eta: 8 days, 12:32:15, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5523, loss_cls: 3.2535, loss: 3.2535, grad_norm: 2.0977 2020-07-24 22:50:18,215 - mmaction - INFO - Epoch [31][3220/3757] lr: 9.665e-02, eta: 8 days, 12:29:45, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.2143, loss: 3.2143, grad_norm: 2.1252 2020-07-24 22:50:34,087 - mmaction - INFO - Epoch [31][3240/3757] lr: 9.665e-02, eta: 8 days, 12:27:27, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5523, loss_cls: 3.1604, loss: 3.1604, grad_norm: 2.1425 2020-07-24 22:50:49,895 - mmaction - INFO - Epoch [31][3260/3757] lr: 9.665e-02, eta: 8 days, 12:25:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5336, loss_cls: 3.2768, loss: 3.2768, grad_norm: 2.1122 2020-07-24 22:51:05,719 - mmaction - INFO - Epoch [31][3280/3757] lr: 9.665e-02, eta: 8 days, 12:22:42, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5586, loss_cls: 3.1711, loss: 3.1711, grad_norm: 2.1599 2020-07-24 22:51:21,484 - mmaction - INFO - Epoch [31][3300/3757] lr: 9.665e-02, eta: 8 days, 12:20:18, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5391, loss_cls: 3.2862, loss: 3.2862, grad_norm: 2.1447 2020-07-24 22:51:37,306 - mmaction - INFO - Epoch [31][3320/3757] lr: 9.665e-02, eta: 8 days, 12:17:58, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5523, loss_cls: 3.2251, loss: 3.2251, grad_norm: 2.1315 2020-07-24 22:51:53,126 - mmaction - INFO - Epoch [31][3340/3757] lr: 9.665e-02, eta: 8 days, 12:15:36, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5539, loss_cls: 3.2597, loss: 3.2597, grad_norm: 2.1721 2020-07-24 22:52:08,948 - mmaction - INFO - Epoch [31][3360/3757] lr: 9.665e-02, eta: 8 days, 12:13:19, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5570, loss_cls: 3.2076, loss: 3.2076, grad_norm: 2.1566 2020-07-24 22:52:24,745 - mmaction - INFO - Epoch [31][3380/3757] lr: 9.665e-02, eta: 8 days, 12:10:55, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5422, loss_cls: 3.2656, loss: 3.2656, grad_norm: 2.1412 2020-07-24 22:52:40,575 - mmaction - INFO - Epoch [31][3400/3757] lr: 9.665e-02, eta: 8 days, 12:08:40, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5391, loss_cls: 3.2641, loss: 3.2641, grad_norm: 2.1283 2020-07-24 22:52:56,399 - mmaction - INFO - Epoch [31][3420/3757] lr: 9.665e-02, eta: 8 days, 12:06:22, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5789, loss_cls: 3.0734, loss: 3.0734, grad_norm: 2.1598 2020-07-24 22:53:12,221 - mmaction - INFO - Epoch [31][3440/3757] lr: 9.665e-02, eta: 8 days, 12:04:05, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5414, loss_cls: 3.2150, loss: 3.2150, grad_norm: 2.1324 2020-07-24 22:53:28,109 - mmaction - INFO - Epoch [31][3460/3757] lr: 9.665e-02, eta: 8 days, 12:01:52, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.2805, top5_acc: 0.5477, loss_cls: 3.2989, loss: 3.2989, grad_norm: 2.1633 2020-07-24 22:53:43,968 - mmaction - INFO - Epoch [31][3480/3757] lr: 9.665e-02, eta: 8 days, 11:59:39, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5750, loss_cls: 3.1297, loss: 3.1297, grad_norm: 2.1059 2020-07-24 22:53:59,784 - mmaction - INFO - Epoch [31][3500/3757] lr: 9.665e-02, eta: 8 days, 11:57:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5328, loss_cls: 3.3111, loss: 3.3111, grad_norm: 2.1973 2020-07-24 22:54:15,641 - mmaction - INFO - Epoch [31][3520/3757] lr: 9.665e-02, eta: 8 days, 11:55:09, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5469, loss_cls: 3.3145, loss: 3.3145, grad_norm: 2.1749 2020-07-24 22:54:31,377 - mmaction - INFO - Epoch [31][3540/3757] lr: 9.665e-02, eta: 8 days, 11:52:48, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5563, loss_cls: 3.2517, loss: 3.2517, grad_norm: 2.1029 2020-07-24 22:54:47,184 - mmaction - INFO - Epoch [31][3560/3757] lr: 9.665e-02, eta: 8 days, 11:50:29, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5391, loss_cls: 3.2426, loss: 3.2426, grad_norm: 2.1179 2020-07-24 22:55:03,067 - mmaction - INFO - Epoch [31][3580/3757] lr: 9.665e-02, eta: 8 days, 11:48:22, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5602, loss_cls: 3.2030, loss: 3.2030, grad_norm: 2.1496 2020-07-24 22:55:18,747 - mmaction - INFO - Epoch [31][3600/3757] lr: 9.665e-02, eta: 8 days, 11:45:57, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5305, loss_cls: 3.3473, loss: 3.3473, grad_norm: 2.2221 2020-07-24 22:55:34,505 - mmaction - INFO - Epoch [31][3620/3757] lr: 9.665e-02, eta: 8 days, 11:43:38, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5555, loss_cls: 3.2516, loss: 3.2516, grad_norm: 2.1386 2020-07-24 22:55:50,348 - mmaction - INFO - Epoch [31][3640/3757] lr: 9.665e-02, eta: 8 days, 11:41:26, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5461, loss_cls: 3.2747, loss: 3.2747, grad_norm: 2.1121 2020-07-24 22:56:06,186 - mmaction - INFO - Epoch [31][3660/3757] lr: 9.665e-02, eta: 8 days, 11:39:15, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5273, loss_cls: 3.3642, loss: 3.3642, grad_norm: 2.1349 2020-07-24 22:56:21,966 - mmaction - INFO - Epoch [31][3680/3757] lr: 9.665e-02, eta: 8 days, 11:37:00, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5813, loss_cls: 3.1338, loss: 3.1338, grad_norm: 2.1116 2020-07-24 22:56:37,772 - mmaction - INFO - Epoch [31][3700/3757] lr: 9.665e-02, eta: 8 days, 11:34:47, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5633, loss_cls: 3.2055, loss: 3.2055, grad_norm: 2.1125 2020-07-24 22:56:53,532 - mmaction - INFO - Epoch [31][3720/3757] lr: 9.665e-02, eta: 8 days, 11:32:30, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5406, loss_cls: 3.2740, loss: 3.2740, grad_norm: 2.1331 2020-07-24 22:57:09,354 - mmaction - INFO - Epoch [31][3740/3757] lr: 9.665e-02, eta: 8 days, 11:30:20, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5516, loss_cls: 3.1420, loss: 3.1420, grad_norm: 2.0991 2020-07-24 23:00:25,074 - mmaction - INFO - Epoch [32][20/3757] lr: 9.643e-02, eta: 8 days, 14:30:54, time: 8.861, data_time: 7.678, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5820, loss_cls: 3.1018, loss: 3.1018, grad_norm: 2.1794 2020-07-24 23:00:40,947 - mmaction - INFO - Epoch [32][40/3757] lr: 9.643e-02, eta: 8 days, 14:28:31, time: 0.795, data_time: 0.007, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5508, loss_cls: 3.2707, loss: 3.2707, grad_norm: 2.1743 2020-07-24 23:00:56,746 - mmaction - INFO - Epoch [32][60/3757] lr: 9.643e-02, eta: 8 days, 14:26:01, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.2429, loss: 3.2429, grad_norm: 2.2001 2020-07-24 23:01:12,562 - mmaction - INFO - Epoch [32][80/3757] lr: 9.643e-02, eta: 8 days, 14:23:32, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5586, loss_cls: 3.1791, loss: 3.1791, grad_norm: 2.1571 2020-07-24 23:01:28,420 - mmaction - INFO - Epoch [32][100/3757] lr: 9.643e-02, eta: 8 days, 14:21:06, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5734, loss_cls: 3.1391, loss: 3.1391, grad_norm: 2.1163 2020-07-24 23:01:44,301 - mmaction - INFO - Epoch [32][120/3757] lr: 9.643e-02, eta: 8 days, 14:18:42, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5547, loss_cls: 3.2733, loss: 3.2733, grad_norm: 2.1436 2020-07-24 23:02:00,103 - mmaction - INFO - Epoch [32][140/3757] lr: 9.643e-02, eta: 8 days, 14:16:12, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5477, loss_cls: 3.2421, loss: 3.2421, grad_norm: 2.1396 2020-07-24 23:02:15,819 - mmaction - INFO - Epoch [32][160/3757] lr: 9.643e-02, eta: 8 days, 14:13:39, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.2859, top5_acc: 0.5578, loss_cls: 3.1928, loss: 3.1928, grad_norm: 2.1215 2020-07-24 23:02:31,640 - mmaction - INFO - Epoch [32][180/3757] lr: 9.643e-02, eta: 8 days, 14:11:12, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5734, loss_cls: 3.1944, loss: 3.1944, grad_norm: 2.1011 2020-07-24 23:02:47,477 - mmaction - INFO - Epoch [32][200/3757] lr: 9.643e-02, eta: 8 days, 14:08:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5414, loss_cls: 3.2763, loss: 3.2763, grad_norm: 2.1472 2020-07-24 23:03:03,294 - mmaction - INFO - Epoch [32][220/3757] lr: 9.643e-02, eta: 8 days, 14:06:21, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5563, loss_cls: 3.1914, loss: 3.1914, grad_norm: 2.1529 2020-07-24 23:03:19,132 - mmaction - INFO - Epoch [32][240/3757] lr: 9.643e-02, eta: 8 days, 14:03:58, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5703, loss_cls: 3.2274, loss: 3.2274, grad_norm: 2.1321 2020-07-24 23:03:34,871 - mmaction - INFO - Epoch [32][260/3757] lr: 9.643e-02, eta: 8 days, 14:01:27, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2859, top5_acc: 0.5492, loss_cls: 3.2846, loss: 3.2846, grad_norm: 2.1758 2020-07-24 23:03:50,683 - mmaction - INFO - Epoch [32][280/3757] lr: 9.643e-02, eta: 8 days, 13:59:02, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5789, loss_cls: 3.1284, loss: 3.1284, grad_norm: 2.0812 2020-07-24 23:04:06,595 - mmaction - INFO - Epoch [32][300/3757] lr: 9.643e-02, eta: 8 days, 13:56:45, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5711, loss_cls: 3.1975, loss: 3.1975, grad_norm: 2.1295 2020-07-24 23:04:22,323 - mmaction - INFO - Epoch [32][320/3757] lr: 9.643e-02, eta: 8 days, 13:54:14, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.2617, top5_acc: 0.5266, loss_cls: 3.3670, loss: 3.3670, grad_norm: 2.0799 2020-07-24 23:04:38,214 - mmaction - INFO - Epoch [32][340/3757] lr: 9.643e-02, eta: 8 days, 13:51:56, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5477, loss_cls: 3.2276, loss: 3.2276, grad_norm: 2.1449 2020-07-24 23:04:53,955 - mmaction - INFO - Epoch [32][360/3757] lr: 9.643e-02, eta: 8 days, 13:49:28, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5523, loss_cls: 3.2302, loss: 3.2302, grad_norm: 2.1442 2020-07-24 23:05:09,737 - mmaction - INFO - Epoch [32][380/3757] lr: 9.643e-02, eta: 8 days, 13:47:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5734, loss_cls: 3.1470, loss: 3.1470, grad_norm: 2.1429 2020-07-24 23:05:25,585 - mmaction - INFO - Epoch [32][400/3757] lr: 9.643e-02, eta: 8 days, 13:44:42, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5656, loss_cls: 3.2107, loss: 3.2107, grad_norm: 2.1306 2020-07-24 23:05:41,381 - mmaction - INFO - Epoch [32][420/3757] lr: 9.643e-02, eta: 8 days, 13:42:20, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5492, loss_cls: 3.1725, loss: 3.1725, grad_norm: 2.1048 2020-07-24 23:05:57,200 - mmaction - INFO - Epoch [32][440/3757] lr: 9.643e-02, eta: 8 days, 13:39:58, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5508, loss_cls: 3.1869, loss: 3.1869, grad_norm: 2.1646 2020-07-24 23:06:12,890 - mmaction - INFO - Epoch [32][460/3757] lr: 9.643e-02, eta: 8 days, 13:37:30, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5297, loss_cls: 3.2998, loss: 3.2998, grad_norm: 2.1281 2020-07-24 23:06:28,731 - mmaction - INFO - Epoch [32][480/3757] lr: 9.643e-02, eta: 8 days, 13:35:10, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.2800, loss: 3.2800, grad_norm: 2.1557 2020-07-24 23:06:44,675 - mmaction - INFO - Epoch [32][500/3757] lr: 9.643e-02, eta: 8 days, 13:33:00, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5398, loss_cls: 3.2806, loss: 3.2806, grad_norm: 2.1774 2020-07-24 23:07:01,323 - mmaction - INFO - Epoch [32][520/3757] lr: 9.643e-02, eta: 8 days, 13:31:39, time: 0.831, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5609, loss_cls: 3.1674, loss: 3.1674, grad_norm: 2.1358 2020-07-24 23:07:17,193 - mmaction - INFO - Epoch [32][540/3757] lr: 9.643e-02, eta: 8 days, 13:29:23, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5523, loss_cls: 3.1528, loss: 3.1528, grad_norm: 2.1739 2020-07-24 23:07:32,968 - mmaction - INFO - Epoch [32][560/3757] lr: 9.643e-02, eta: 8 days, 13:27:03, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5719, loss_cls: 3.1228, loss: 3.1228, grad_norm: 2.1267 2020-07-24 23:07:48,807 - mmaction - INFO - Epoch [32][580/3757] lr: 9.643e-02, eta: 8 days, 13:24:47, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5508, loss_cls: 3.2782, loss: 3.2782, grad_norm: 2.1805 2020-07-24 23:08:04,640 - mmaction - INFO - Epoch [32][600/3757] lr: 9.643e-02, eta: 8 days, 13:22:29, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2773, top5_acc: 0.5180, loss_cls: 3.3464, loss: 3.3464, grad_norm: 2.1452 2020-07-24 23:08:20,456 - mmaction - INFO - Epoch [32][620/3757] lr: 9.643e-02, eta: 8 days, 13:20:12, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5758, loss_cls: 3.1704, loss: 3.1704, grad_norm: 2.1529 2020-07-24 23:08:36,248 - mmaction - INFO - Epoch [32][640/3757] lr: 9.643e-02, eta: 8 days, 13:17:52, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5516, loss_cls: 3.2793, loss: 3.2793, grad_norm: 2.1496 2020-07-24 23:08:52,115 - mmaction - INFO - Epoch [32][660/3757] lr: 9.643e-02, eta: 8 days, 13:15:41, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5531, loss_cls: 3.2099, loss: 3.2099, grad_norm: 2.1261 2020-07-24 23:09:08,054 - mmaction - INFO - Epoch [32][680/3757] lr: 9.643e-02, eta: 8 days, 13:13:30, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.1776, loss: 3.1776, grad_norm: 2.0754 2020-07-24 23:09:23,904 - mmaction - INFO - Epoch [32][700/3757] lr: 9.643e-02, eta: 8 days, 13:11:18, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5508, loss_cls: 3.2311, loss: 3.2311, grad_norm: 2.0903 2020-07-24 23:09:39,691 - mmaction - INFO - Epoch [32][720/3757] lr: 9.643e-02, eta: 8 days, 13:09:01, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5492, loss_cls: 3.2746, loss: 3.2746, grad_norm: 2.1488 2020-07-24 23:09:56,241 - mmaction - INFO - Epoch [32][740/3757] lr: 9.643e-02, eta: 8 days, 13:07:38, time: 0.828, data_time: 0.012, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5398, loss_cls: 3.1661, loss: 3.1661, grad_norm: 2.1054 2020-07-24 23:10:14,296 - mmaction - INFO - Epoch [32][760/3757] lr: 9.643e-02, eta: 8 days, 13:08:00, time: 0.902, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5383, loss_cls: 3.1997, loss: 3.1997, grad_norm: 2.1751 2020-07-24 23:10:30,275 - mmaction - INFO - Epoch [32][780/3757] lr: 9.643e-02, eta: 8 days, 13:05:58, time: 0.800, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5750, loss_cls: 3.1777, loss: 3.1777, grad_norm: 2.1410 2020-07-24 23:10:46,195 - mmaction - INFO - Epoch [32][800/3757] lr: 9.643e-02, eta: 8 days, 13:03:51, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5641, loss_cls: 3.1489, loss: 3.1489, grad_norm: 2.1632 2020-07-24 23:11:02,119 - mmaction - INFO - Epoch [32][820/3757] lr: 9.643e-02, eta: 8 days, 13:01:44, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5641, loss_cls: 3.2006, loss: 3.2006, grad_norm: 2.1791 2020-07-24 23:11:18,067 - mmaction - INFO - Epoch [32][840/3757] lr: 9.643e-02, eta: 8 days, 12:59:39, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5680, loss_cls: 3.2388, loss: 3.2388, grad_norm: 2.1458 2020-07-24 23:11:34,087 - mmaction - INFO - Epoch [32][860/3757] lr: 9.643e-02, eta: 8 days, 12:57:40, time: 0.801, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5594, loss_cls: 3.2528, loss: 3.2528, grad_norm: 2.1145 2020-07-24 23:11:50,828 - mmaction - INFO - Epoch [32][880/3757] lr: 9.643e-02, eta: 8 days, 12:56:33, time: 0.838, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5703, loss_cls: 3.1375, loss: 3.1375, grad_norm: 2.1214 2020-07-24 23:12:06,571 - mmaction - INFO - Epoch [32][900/3757] lr: 9.643e-02, eta: 8 days, 12:54:15, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5625, loss_cls: 3.1039, loss: 3.1039, grad_norm: 2.1208 2020-07-24 23:12:23,240 - mmaction - INFO - Epoch [32][920/3757] lr: 9.643e-02, eta: 8 days, 12:53:02, time: 0.834, data_time: 0.001, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.2200, loss: 3.2200, grad_norm: 2.1030 2020-07-24 23:12:39,246 - mmaction - INFO - Epoch [32][940/3757] lr: 9.643e-02, eta: 8 days, 12:51:03, time: 0.800, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5687, loss_cls: 3.1607, loss: 3.1607, grad_norm: 2.1264 2020-07-24 23:12:54,899 - mmaction - INFO - Epoch [32][960/3757] lr: 9.643e-02, eta: 8 days, 12:48:40, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5633, loss_cls: 3.2038, loss: 3.2038, grad_norm: 2.1264 2020-07-24 23:13:10,663 - mmaction - INFO - Epoch [32][980/3757] lr: 9.643e-02, eta: 8 days, 12:46:25, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.1828, loss: 3.1828, grad_norm: 2.1066 2020-07-24 23:13:26,475 - mmaction - INFO - Epoch [32][1000/3757] lr: 9.643e-02, eta: 8 days, 12:44:15, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5727, loss_cls: 3.1616, loss: 3.1616, grad_norm: 2.1602 2020-07-24 23:13:42,237 - mmaction - INFO - Epoch [32][1020/3757] lr: 9.643e-02, eta: 8 days, 12:42:01, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5617, loss_cls: 3.1707, loss: 3.1707, grad_norm: 2.1477 2020-07-24 23:13:58,089 - mmaction - INFO - Epoch [32][1040/3757] lr: 9.643e-02, eta: 8 days, 12:39:53, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5609, loss_cls: 3.2104, loss: 3.2104, grad_norm: 2.0995 2020-07-24 23:14:13,817 - mmaction - INFO - Epoch [32][1060/3757] lr: 9.643e-02, eta: 8 days, 12:37:38, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5789, loss_cls: 3.1534, loss: 3.1534, grad_norm: 2.1888 2020-07-24 23:14:29,723 - mmaction - INFO - Epoch [32][1080/3757] lr: 9.643e-02, eta: 8 days, 12:35:34, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.2758, top5_acc: 0.5375, loss_cls: 3.2729, loss: 3.2729, grad_norm: 2.1548 2020-07-24 23:14:45,551 - mmaction - INFO - Epoch [32][1100/3757] lr: 9.643e-02, eta: 8 days, 12:33:27, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5352, loss_cls: 3.2401, loss: 3.2401, grad_norm: 2.1476 2020-07-24 23:15:01,335 - mmaction - INFO - Epoch [32][1120/3757] lr: 9.643e-02, eta: 8 days, 12:31:15, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5469, loss_cls: 3.2360, loss: 3.2360, grad_norm: 2.1638 2020-07-24 23:15:17,078 - mmaction - INFO - Epoch [32][1140/3757] lr: 9.643e-02, eta: 8 days, 12:29:03, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5523, loss_cls: 3.1986, loss: 3.1986, grad_norm: 2.1573 2020-07-24 23:15:32,881 - mmaction - INFO - Epoch [32][1160/3757] lr: 9.643e-02, eta: 8 days, 12:26:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5680, loss_cls: 3.1849, loss: 3.1849, grad_norm: 2.1677 2020-07-24 23:15:48,697 - mmaction - INFO - Epoch [32][1180/3757] lr: 9.643e-02, eta: 8 days, 12:24:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5602, loss_cls: 3.1757, loss: 3.1757, grad_norm: 2.1476 2020-07-24 23:16:04,583 - mmaction - INFO - Epoch [32][1200/3757] lr: 9.643e-02, eta: 8 days, 12:22:45, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5437, loss_cls: 3.2345, loss: 3.2345, grad_norm: 2.2105 2020-07-24 23:16:20,288 - mmaction - INFO - Epoch [32][1220/3757] lr: 9.643e-02, eta: 8 days, 12:20:30, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5813, loss_cls: 3.0452, loss: 3.0452, grad_norm: 2.1353 2020-07-24 23:16:36,190 - mmaction - INFO - Epoch [32][1240/3757] lr: 9.643e-02, eta: 8 days, 12:18:30, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5422, loss_cls: 3.2873, loss: 3.2873, grad_norm: 2.2071 2020-07-24 23:16:51,985 - mmaction - INFO - Epoch [32][1260/3757] lr: 9.643e-02, eta: 8 days, 12:16:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5539, loss_cls: 3.1637, loss: 3.1637, grad_norm: 2.1625 2020-07-24 23:17:07,784 - mmaction - INFO - Epoch [32][1280/3757] lr: 9.643e-02, eta: 8 days, 12:14:15, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5594, loss_cls: 3.2195, loss: 3.2195, grad_norm: 2.1013 2020-07-24 23:17:23,522 - mmaction - INFO - Epoch [32][1300/3757] lr: 9.643e-02, eta: 8 days, 12:12:05, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5547, loss_cls: 3.2032, loss: 3.2032, grad_norm: 2.1433 2020-07-24 23:17:39,290 - mmaction - INFO - Epoch [32][1320/3757] lr: 9.643e-02, eta: 8 days, 12:09:56, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5656, loss_cls: 3.1768, loss: 3.1768, grad_norm: 2.1474 2020-07-24 23:17:55,084 - mmaction - INFO - Epoch [32][1340/3757] lr: 9.643e-02, eta: 8 days, 12:07:51, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5570, loss_cls: 3.2072, loss: 3.2072, grad_norm: 2.1488 2020-07-24 23:18:10,884 - mmaction - INFO - Epoch [32][1360/3757] lr: 9.643e-02, eta: 8 days, 12:05:46, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5844, loss_cls: 3.0804, loss: 3.0804, grad_norm: 2.1474 2020-07-24 23:18:26,645 - mmaction - INFO - Epoch [32][1380/3757] lr: 9.643e-02, eta: 8 days, 12:03:38, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5352, loss_cls: 3.2680, loss: 3.2680, grad_norm: 2.1675 2020-07-24 23:18:42,397 - mmaction - INFO - Epoch [32][1400/3757] lr: 9.643e-02, eta: 8 days, 12:01:30, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5602, loss_cls: 3.2028, loss: 3.2028, grad_norm: 2.1968 2020-07-24 23:18:58,167 - mmaction - INFO - Epoch [32][1420/3757] lr: 9.643e-02, eta: 8 days, 11:59:24, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5672, loss_cls: 3.1934, loss: 3.1934, grad_norm: 2.1458 2020-07-24 23:19:14,010 - mmaction - INFO - Epoch [32][1440/3757] lr: 9.643e-02, eta: 8 days, 11:57:23, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5430, loss_cls: 3.2559, loss: 3.2559, grad_norm: 2.1821 2020-07-24 23:19:29,735 - mmaction - INFO - Epoch [32][1460/3757] lr: 9.643e-02, eta: 8 days, 11:55:15, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5570, loss_cls: 3.2580, loss: 3.2580, grad_norm: 2.2116 2020-07-24 23:19:45,494 - mmaction - INFO - Epoch [32][1480/3757] lr: 9.643e-02, eta: 8 days, 11:53:08, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5422, loss_cls: 3.2758, loss: 3.2758, grad_norm: 2.1943 2020-07-24 23:20:01,285 - mmaction - INFO - Epoch [32][1500/3757] lr: 9.643e-02, eta: 8 days, 11:51:05, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5602, loss_cls: 3.1385, loss: 3.1385, grad_norm: 2.1172 2020-07-24 23:20:17,020 - mmaction - INFO - Epoch [32][1520/3757] lr: 9.643e-02, eta: 8 days, 11:48:58, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5750, loss_cls: 3.1789, loss: 3.1789, grad_norm: 2.1373 2020-07-24 23:20:32,816 - mmaction - INFO - Epoch [32][1540/3757] lr: 9.643e-02, eta: 8 days, 11:46:56, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5750, loss_cls: 3.2498, loss: 3.2498, grad_norm: 2.1953 2020-07-24 23:20:48,584 - mmaction - INFO - Epoch [32][1560/3757] lr: 9.643e-02, eta: 8 days, 11:44:52, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5547, loss_cls: 3.2687, loss: 3.2687, grad_norm: 2.1650 2020-07-24 23:21:04,423 - mmaction - INFO - Epoch [32][1580/3757] lr: 9.643e-02, eta: 8 days, 11:42:53, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5758, loss_cls: 3.1351, loss: 3.1351, grad_norm: 2.1392 2020-07-24 23:21:20,334 - mmaction - INFO - Epoch [32][1600/3757] lr: 9.643e-02, eta: 8 days, 11:40:59, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5617, loss_cls: 3.1989, loss: 3.1989, grad_norm: 2.1367 2020-07-24 23:21:36,055 - mmaction - INFO - Epoch [32][1620/3757] lr: 9.643e-02, eta: 8 days, 11:38:51, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5633, loss_cls: 3.1864, loss: 3.1864, grad_norm: 2.1307 2020-07-24 23:21:51,845 - mmaction - INFO - Epoch [32][1640/3757] lr: 9.643e-02, eta: 8 days, 11:36:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5539, loss_cls: 3.2768, loss: 3.2768, grad_norm: 2.1482 2020-07-24 23:22:07,593 - mmaction - INFO - Epoch [32][1660/3757] lr: 9.643e-02, eta: 8 days, 11:34:48, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5703, loss_cls: 3.1581, loss: 3.1581, grad_norm: 2.1826 2020-07-24 23:22:23,367 - mmaction - INFO - Epoch [32][1680/3757] lr: 9.643e-02, eta: 8 days, 11:32:47, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5734, loss_cls: 3.1714, loss: 3.1714, grad_norm: 2.1730 2020-07-24 23:22:39,076 - mmaction - INFO - Epoch [32][1700/3757] lr: 9.643e-02, eta: 8 days, 11:30:41, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5477, loss_cls: 3.1749, loss: 3.1749, grad_norm: 2.1535 2020-07-24 23:22:54,831 - mmaction - INFO - Epoch [32][1720/3757] lr: 9.643e-02, eta: 8 days, 11:28:39, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5633, loss_cls: 3.2402, loss: 3.2402, grad_norm: 2.1022 2020-07-24 23:23:10,628 - mmaction - INFO - Epoch [32][1740/3757] lr: 9.643e-02, eta: 8 days, 11:26:39, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5320, loss_cls: 3.2607, loss: 3.2607, grad_norm: 2.1558 2020-07-24 23:23:26,579 - mmaction - INFO - Epoch [32][1760/3757] lr: 9.643e-02, eta: 8 days, 11:24:49, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5602, loss_cls: 3.1987, loss: 3.1987, grad_norm: 2.1296 2020-07-24 23:23:42,351 - mmaction - INFO - Epoch [32][1780/3757] lr: 9.643e-02, eta: 8 days, 11:22:51, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5516, loss_cls: 3.2564, loss: 3.2564, grad_norm: 2.1773 2020-07-24 23:23:58,165 - mmaction - INFO - Epoch [32][1800/3757] lr: 9.643e-02, eta: 8 days, 11:20:54, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5578, loss_cls: 3.1699, loss: 3.1699, grad_norm: 2.2241 2020-07-24 23:24:13,976 - mmaction - INFO - Epoch [32][1820/3757] lr: 9.643e-02, eta: 8 days, 11:18:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5656, loss_cls: 3.2291, loss: 3.2291, grad_norm: 2.1347 2020-07-24 23:24:29,748 - mmaction - INFO - Epoch [32][1840/3757] lr: 9.643e-02, eta: 8 days, 11:16:57, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.2292, loss: 3.2292, grad_norm: 2.1805 2020-07-24 23:24:45,562 - mmaction - INFO - Epoch [32][1860/3757] lr: 9.643e-02, eta: 8 days, 11:15:01, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5570, loss_cls: 3.2852, loss: 3.2852, grad_norm: 2.1984 2020-07-24 23:25:01,301 - mmaction - INFO - Epoch [32][1880/3757] lr: 9.643e-02, eta: 8 days, 11:13:00, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5641, loss_cls: 3.2012, loss: 3.2012, grad_norm: 2.1645 2020-07-24 23:25:17,081 - mmaction - INFO - Epoch [32][1900/3757] lr: 9.643e-02, eta: 8 days, 11:11:02, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5359, loss_cls: 3.2730, loss: 3.2730, grad_norm: 2.1804 2020-07-24 23:25:32,866 - mmaction - INFO - Epoch [32][1920/3757] lr: 9.643e-02, eta: 8 days, 11:09:05, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5586, loss_cls: 3.1574, loss: 3.1574, grad_norm: 2.1104 2020-07-24 23:25:48,628 - mmaction - INFO - Epoch [32][1940/3757] lr: 9.643e-02, eta: 8 days, 11:07:07, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5406, loss_cls: 3.2453, loss: 3.2453, grad_norm: 2.1556 2020-07-24 23:26:04,390 - mmaction - INFO - Epoch [32][1960/3757] lr: 9.643e-02, eta: 8 days, 11:05:09, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5508, loss_cls: 3.2778, loss: 3.2778, grad_norm: 2.1538 2020-07-24 23:26:20,160 - mmaction - INFO - Epoch [32][1980/3757] lr: 9.643e-02, eta: 8 days, 11:03:12, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5563, loss_cls: 3.2535, loss: 3.2535, grad_norm: 2.0777 2020-07-24 23:26:35,946 - mmaction - INFO - Epoch [32][2000/3757] lr: 9.643e-02, eta: 8 days, 11:01:16, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5687, loss_cls: 3.1569, loss: 3.1569, grad_norm: 2.1568 2020-07-24 23:26:51,730 - mmaction - INFO - Epoch [32][2020/3757] lr: 9.643e-02, eta: 8 days, 10:59:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5523, loss_cls: 3.3321, loss: 3.3321, grad_norm: 2.1374 2020-07-24 23:27:07,504 - mmaction - INFO - Epoch [32][2040/3757] lr: 9.643e-02, eta: 8 days, 10:57:25, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5383, loss_cls: 3.2044, loss: 3.2044, grad_norm: 2.1470 2020-07-24 23:27:23,234 - mmaction - INFO - Epoch [32][2060/3757] lr: 9.643e-02, eta: 8 days, 10:55:26, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5422, loss_cls: 3.2440, loss: 3.2440, grad_norm: 2.0947 2020-07-24 23:27:39,002 - mmaction - INFO - Epoch [32][2080/3757] lr: 9.643e-02, eta: 8 days, 10:53:31, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5578, loss_cls: 3.1898, loss: 3.1898, grad_norm: 2.1186 2020-07-24 23:27:54,793 - mmaction - INFO - Epoch [32][2100/3757] lr: 9.643e-02, eta: 8 days, 10:51:34, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5695, loss_cls: 3.1820, loss: 3.1820, grad_norm: 2.1612 2020-07-24 23:28:10,662 - mmaction - INFO - Epoch [32][2120/3757] lr: 9.643e-02, eta: 8 days, 10:49:48, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5687, loss_cls: 3.2359, loss: 3.2359, grad_norm: 2.1013 2020-07-24 23:28:26,483 - mmaction - INFO - Epoch [32][2140/3757] lr: 9.643e-02, eta: 8 days, 10:47:56, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5703, loss_cls: 3.2404, loss: 3.2404, grad_norm: 2.1642 2020-07-24 23:28:42,288 - mmaction - INFO - Epoch [32][2160/3757] lr: 9.643e-02, eta: 8 days, 10:46:04, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5625, loss_cls: 3.2204, loss: 3.2204, grad_norm: 2.1179 2020-07-24 23:28:58,099 - mmaction - INFO - Epoch [32][2180/3757] lr: 9.643e-02, eta: 8 days, 10:44:12, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5625, loss_cls: 3.2361, loss: 3.2361, grad_norm: 2.1251 2020-07-24 23:29:13,836 - mmaction - INFO - Epoch [32][2200/3757] lr: 9.643e-02, eta: 8 days, 10:42:16, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5539, loss_cls: 3.2456, loss: 3.2456, grad_norm: 2.1519 2020-07-24 23:29:29,591 - mmaction - INFO - Epoch [32][2220/3757] lr: 9.643e-02, eta: 8 days, 10:40:22, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5555, loss_cls: 3.2803, loss: 3.2803, grad_norm: 2.1943 2020-07-24 23:29:45,415 - mmaction - INFO - Epoch [32][2240/3757] lr: 9.643e-02, eta: 8 days, 10:38:32, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5672, loss_cls: 3.1703, loss: 3.1703, grad_norm: 2.1251 2020-07-24 23:30:01,286 - mmaction - INFO - Epoch [32][2260/3757] lr: 9.643e-02, eta: 8 days, 10:36:45, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5641, loss_cls: 3.2006, loss: 3.2006, grad_norm: 2.1590 2020-07-24 23:30:16,984 - mmaction - INFO - Epoch [32][2280/3757] lr: 9.643e-02, eta: 8 days, 10:34:48, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5461, loss_cls: 3.2536, loss: 3.2536, grad_norm: 2.1478 2020-07-24 23:30:32,785 - mmaction - INFO - Epoch [32][2300/3757] lr: 9.643e-02, eta: 8 days, 10:32:57, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5609, loss_cls: 3.2234, loss: 3.2234, grad_norm: 2.1411 2020-07-24 23:30:48,551 - mmaction - INFO - Epoch [32][2320/3757] lr: 9.643e-02, eta: 8 days, 10:31:05, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5555, loss_cls: 3.1955, loss: 3.1955, grad_norm: 2.1636 2020-07-24 23:31:04,325 - mmaction - INFO - Epoch [32][2340/3757] lr: 9.643e-02, eta: 8 days, 10:29:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.2476, loss: 3.2476, grad_norm: 2.1494 2020-07-24 23:31:20,075 - mmaction - INFO - Epoch [32][2360/3757] lr: 9.643e-02, eta: 8 days, 10:27:21, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5555, loss_cls: 3.2043, loss: 3.2043, grad_norm: 2.0937 2020-07-24 23:31:36,404 - mmaction - INFO - Epoch [32][2380/3757] lr: 9.643e-02, eta: 8 days, 10:26:04, time: 0.816, data_time: 0.026, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5797, loss_cls: 3.1111, loss: 3.1111, grad_norm: 2.1208 2020-07-24 23:31:53,219 - mmaction - INFO - Epoch [32][2400/3757] lr: 9.643e-02, eta: 8 days, 10:25:18, time: 0.841, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5742, loss_cls: 3.1462, loss: 3.1462, grad_norm: 2.1719 2020-07-24 23:32:09,139 - mmaction - INFO - Epoch [32][2420/3757] lr: 9.643e-02, eta: 8 days, 10:23:35, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5547, loss_cls: 3.2315, loss: 3.2315, grad_norm: 2.2291 2020-07-24 23:32:25,232 - mmaction - INFO - Epoch [32][2440/3757] lr: 9.643e-02, eta: 8 days, 10:22:05, time: 0.805, data_time: 0.012, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5719, loss_cls: 3.2130, loss: 3.2130, grad_norm: 2.1542 2020-07-24 23:32:42,052 - mmaction - INFO - Epoch [32][2460/3757] lr: 9.643e-02, eta: 8 days, 10:21:19, time: 0.841, data_time: 0.002, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5500, loss_cls: 3.2468, loss: 3.2468, grad_norm: 2.2318 2020-07-24 23:32:59,397 - mmaction - INFO - Epoch [32][2480/3757] lr: 9.643e-02, eta: 8 days, 10:21:05, time: 0.867, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5422, loss_cls: 3.3231, loss: 3.3231, grad_norm: 2.1231 2020-07-24 23:33:15,274 - mmaction - INFO - Epoch [32][2500/3757] lr: 9.643e-02, eta: 8 days, 10:19:20, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5547, loss_cls: 3.2997, loss: 3.2997, grad_norm: 2.1498 2020-07-24 23:33:31,751 - mmaction - INFO - Epoch [32][2520/3757] lr: 9.643e-02, eta: 8 days, 10:18:15, time: 0.826, data_time: 0.002, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5711, loss_cls: 3.1613, loss: 3.1613, grad_norm: 2.1905 2020-07-24 23:33:49,358 - mmaction - INFO - Epoch [32][2540/3757] lr: 9.643e-02, eta: 8 days, 10:18:18, time: 0.880, data_time: 0.002, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5633, loss_cls: 3.2472, loss: 3.2472, grad_norm: 2.1038 2020-07-24 23:34:05,127 - mmaction - INFO - Epoch [32][2560/3757] lr: 9.643e-02, eta: 8 days, 10:16:28, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5602, loss_cls: 3.2173, loss: 3.2173, grad_norm: 2.1503 2020-07-24 23:34:22,700 - mmaction - INFO - Epoch [32][2580/3757] lr: 9.643e-02, eta: 8 days, 10:16:29, time: 0.879, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5430, loss_cls: 3.2480, loss: 3.2480, grad_norm: 2.1128 2020-07-24 23:34:39,184 - mmaction - INFO - Epoch [32][2600/3757] lr: 9.643e-02, eta: 8 days, 10:15:23, time: 0.824, data_time: 0.001, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5570, loss_cls: 3.2043, loss: 3.2043, grad_norm: 2.1458 2020-07-24 23:34:54,970 - mmaction - INFO - Epoch [32][2620/3757] lr: 9.643e-02, eta: 8 days, 10:13:35, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5687, loss_cls: 3.1658, loss: 3.1658, grad_norm: 2.1356 2020-07-24 23:35:10,754 - mmaction - INFO - Epoch [32][2640/3757] lr: 9.643e-02, eta: 8 days, 10:11:46, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5492, loss_cls: 3.1858, loss: 3.1858, grad_norm: 2.1578 2020-07-24 23:35:26,586 - mmaction - INFO - Epoch [32][2660/3757] lr: 9.643e-02, eta: 8 days, 10:10:02, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 3.1284, loss: 3.1284, grad_norm: 2.1716 2020-07-24 23:35:42,277 - mmaction - INFO - Epoch [32][2680/3757] lr: 9.643e-02, eta: 8 days, 10:08:10, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.2820, top5_acc: 0.5508, loss_cls: 3.2205, loss: 3.2205, grad_norm: 2.2189 2020-07-24 23:35:58,055 - mmaction - INFO - Epoch [32][2700/3757] lr: 9.643e-02, eta: 8 days, 10:06:22, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5648, loss_cls: 3.1787, loss: 3.1787, grad_norm: 2.1345 2020-07-24 23:36:13,840 - mmaction - INFO - Epoch [32][2720/3757] lr: 9.643e-02, eta: 8 days, 10:04:36, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2859, top5_acc: 0.5367, loss_cls: 3.3050, loss: 3.3050, grad_norm: 2.1654 2020-07-24 23:36:29,681 - mmaction - INFO - Epoch [32][2740/3757] lr: 9.643e-02, eta: 8 days, 10:02:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2820, top5_acc: 0.5437, loss_cls: 3.3070, loss: 3.3070, grad_norm: 2.1409 2020-07-24 23:36:45,436 - mmaction - INFO - Epoch [32][2760/3757] lr: 9.643e-02, eta: 8 days, 10:01:05, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5617, loss_cls: 3.1911, loss: 3.1911, grad_norm: 2.0500 2020-07-24 23:37:01,188 - mmaction - INFO - Epoch [32][2780/3757] lr: 9.643e-02, eta: 8 days, 9:59:17, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5641, loss_cls: 3.2303, loss: 3.2303, grad_norm: 2.1598 2020-07-24 23:37:17,023 - mmaction - INFO - Epoch [32][2800/3757] lr: 9.643e-02, eta: 8 days, 9:57:34, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5711, loss_cls: 3.1073, loss: 3.1073, grad_norm: 2.0898 2020-07-24 23:37:32,861 - mmaction - INFO - Epoch [32][2820/3757] lr: 9.643e-02, eta: 8 days, 9:55:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5500, loss_cls: 3.1897, loss: 3.1897, grad_norm: 2.1183 2020-07-24 23:37:48,575 - mmaction - INFO - Epoch [32][2840/3757] lr: 9.643e-02, eta: 8 days, 9:54:02, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5414, loss_cls: 3.2651, loss: 3.2651, grad_norm: 2.2028 2020-07-24 23:38:04,330 - mmaction - INFO - Epoch [32][2860/3757] lr: 9.643e-02, eta: 8 days, 9:52:14, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.2797, top5_acc: 0.5469, loss_cls: 3.2609, loss: 3.2609, grad_norm: 2.1298 2020-07-24 23:38:20,136 - mmaction - INFO - Epoch [32][2880/3757] lr: 9.643e-02, eta: 8 days, 9:50:32, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5555, loss_cls: 3.2544, loss: 3.2544, grad_norm: 2.0710 2020-07-24 23:38:35,911 - mmaction - INFO - Epoch [32][2900/3757] lr: 9.643e-02, eta: 8 days, 9:48:47, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2812, top5_acc: 0.5430, loss_cls: 3.3468, loss: 3.3468, grad_norm: 2.1784 2020-07-24 23:38:51,702 - mmaction - INFO - Epoch [32][2920/3757] lr: 9.643e-02, eta: 8 days, 9:47:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5516, loss_cls: 3.2022, loss: 3.2022, grad_norm: 2.1209 2020-07-24 23:39:07,432 - mmaction - INFO - Epoch [32][2940/3757] lr: 9.643e-02, eta: 8 days, 9:45:16, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5586, loss_cls: 3.2133, loss: 3.2133, grad_norm: 2.1887 2020-07-24 23:39:23,209 - mmaction - INFO - Epoch [32][2960/3757] lr: 9.643e-02, eta: 8 days, 9:43:32, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5766, loss_cls: 3.1313, loss: 3.1313, grad_norm: 2.1969 2020-07-24 23:39:38,982 - mmaction - INFO - Epoch [32][2980/3757] lr: 9.643e-02, eta: 8 days, 9:41:48, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5359, loss_cls: 3.3218, loss: 3.3218, grad_norm: 2.1377 2020-07-24 23:39:54,775 - mmaction - INFO - Epoch [32][3000/3757] lr: 9.643e-02, eta: 8 days, 9:40:05, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2852, top5_acc: 0.5625, loss_cls: 3.2306, loss: 3.2306, grad_norm: 2.0877 2020-07-24 23:40:10,528 - mmaction - INFO - Epoch [32][3020/3757] lr: 9.643e-02, eta: 8 days, 9:38:21, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5719, loss_cls: 3.1290, loss: 3.1290, grad_norm: 2.1226 2020-07-24 23:40:26,344 - mmaction - INFO - Epoch [32][3040/3757] lr: 9.643e-02, eta: 8 days, 9:36:40, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5531, loss_cls: 3.2049, loss: 3.2049, grad_norm: 2.1534 2020-07-24 23:40:42,113 - mmaction - INFO - Epoch [32][3060/3757] lr: 9.643e-02, eta: 8 days, 9:34:56, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5664, loss_cls: 3.2342, loss: 3.2342, grad_norm: 2.1919 2020-07-24 23:40:57,911 - mmaction - INFO - Epoch [32][3080/3757] lr: 9.643e-02, eta: 8 days, 9:33:15, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5273, loss_cls: 3.2628, loss: 3.2628, grad_norm: 2.1855 2020-07-24 23:41:13,675 - mmaction - INFO - Epoch [32][3100/3757] lr: 9.643e-02, eta: 8 days, 9:31:31, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5445, loss_cls: 3.3006, loss: 3.3006, grad_norm: 2.1827 2020-07-24 23:41:29,522 - mmaction - INFO - Epoch [32][3120/3757] lr: 9.643e-02, eta: 8 days, 9:29:54, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5570, loss_cls: 3.2274, loss: 3.2274, grad_norm: 2.1461 2020-07-24 23:41:45,330 - mmaction - INFO - Epoch [32][3140/3757] lr: 9.643e-02, eta: 8 days, 9:28:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5437, loss_cls: 3.2914, loss: 3.2914, grad_norm: 2.1367 2020-07-24 23:42:01,149 - mmaction - INFO - Epoch [32][3160/3757] lr: 9.643e-02, eta: 8 days, 9:26:34, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5469, loss_cls: 3.3145, loss: 3.3145, grad_norm: 2.1278 2020-07-24 23:42:16,874 - mmaction - INFO - Epoch [32][3180/3757] lr: 9.643e-02, eta: 8 days, 9:24:50, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5367, loss_cls: 3.3542, loss: 3.3542, grad_norm: 2.1184 2020-07-24 23:42:32,655 - mmaction - INFO - Epoch [32][3200/3757] lr: 9.643e-02, eta: 8 days, 9:23:09, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5422, loss_cls: 3.2590, loss: 3.2590, grad_norm: 2.0947 2020-07-24 23:42:48,492 - mmaction - INFO - Epoch [32][3220/3757] lr: 9.643e-02, eta: 8 days, 9:21:31, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5484, loss_cls: 3.2646, loss: 3.2646, grad_norm: 2.1390 2020-07-24 23:43:04,324 - mmaction - INFO - Epoch [32][3240/3757] lr: 9.643e-02, eta: 8 days, 9:19:54, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5539, loss_cls: 3.2173, loss: 3.2173, grad_norm: 2.1159 2020-07-24 23:43:20,124 - mmaction - INFO - Epoch [32][3260/3757] lr: 9.643e-02, eta: 8 days, 9:18:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5719, loss_cls: 3.1413, loss: 3.1413, grad_norm: 2.1083 2020-07-24 23:43:35,906 - mmaction - INFO - Epoch [32][3280/3757] lr: 9.643e-02, eta: 8 days, 9:16:35, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5703, loss_cls: 3.1530, loss: 3.1530, grad_norm: 2.0939 2020-07-24 23:43:51,750 - mmaction - INFO - Epoch [32][3300/3757] lr: 9.643e-02, eta: 8 days, 9:14:58, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5602, loss_cls: 3.2050, loss: 3.2050, grad_norm: 2.0981 2020-07-24 23:44:07,528 - mmaction - INFO - Epoch [32][3320/3757] lr: 9.643e-02, eta: 8 days, 9:13:19, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5586, loss_cls: 3.1998, loss: 3.1998, grad_norm: 2.0896 2020-07-24 23:44:23,265 - mmaction - INFO - Epoch [32][3340/3757] lr: 9.643e-02, eta: 8 days, 9:11:37, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5398, loss_cls: 3.2673, loss: 3.2673, grad_norm: 2.0909 2020-07-24 23:44:39,050 - mmaction - INFO - Epoch [32][3360/3757] lr: 9.643e-02, eta: 8 days, 9:09:58, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5539, loss_cls: 3.2666, loss: 3.2666, grad_norm: 2.0951 2020-07-24 23:44:54,817 - mmaction - INFO - Epoch [32][3380/3757] lr: 9.643e-02, eta: 8 days, 9:08:18, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5563, loss_cls: 3.2150, loss: 3.2150, grad_norm: 2.1114 2020-07-24 23:45:10,713 - mmaction - INFO - Epoch [32][3400/3757] lr: 9.643e-02, eta: 8 days, 9:06:46, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5445, loss_cls: 3.2355, loss: 3.2355, grad_norm: 2.1098 2020-07-24 23:45:26,391 - mmaction - INFO - Epoch [32][3420/3757] lr: 9.643e-02, eta: 8 days, 9:05:02, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5578, loss_cls: 3.2018, loss: 3.2018, grad_norm: 2.1612 2020-07-24 23:45:42,201 - mmaction - INFO - Epoch [32][3440/3757] lr: 9.643e-02, eta: 8 days, 9:03:25, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5375, loss_cls: 3.2750, loss: 3.2750, grad_norm: 2.1033 2020-07-24 23:45:57,981 - mmaction - INFO - Epoch [32][3460/3757] lr: 9.643e-02, eta: 8 days, 9:01:47, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.2298, loss: 3.2298, grad_norm: 2.1608 2020-07-24 23:46:13,877 - mmaction - INFO - Epoch [32][3480/3757] lr: 9.643e-02, eta: 8 days, 9:00:16, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.2667, loss: 3.2667, grad_norm: 2.1604 2020-07-24 23:46:29,580 - mmaction - INFO - Epoch [32][3500/3757] lr: 9.643e-02, eta: 8 days, 8:58:33, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5687, loss_cls: 3.2027, loss: 3.2027, grad_norm: 2.1882 2020-07-24 23:46:45,342 - mmaction - INFO - Epoch [32][3520/3757] lr: 9.643e-02, eta: 8 days, 8:56:56, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5633, loss_cls: 3.2096, loss: 3.2096, grad_norm: 2.1898 2020-07-24 23:47:01,212 - mmaction - INFO - Epoch [32][3540/3757] lr: 9.643e-02, eta: 8 days, 8:55:22, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5461, loss_cls: 3.2629, loss: 3.2629, grad_norm: 2.1531 2020-07-24 23:47:16,933 - mmaction - INFO - Epoch [32][3560/3757] lr: 9.643e-02, eta: 8 days, 8:53:43, time: 0.787, data_time: 0.005, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5742, loss_cls: 3.1780, loss: 3.1780, grad_norm: 2.1176 2020-07-24 23:47:32,616 - mmaction - INFO - Epoch [32][3580/3757] lr: 9.643e-02, eta: 8 days, 8:52:01, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5406, loss_cls: 3.2683, loss: 3.2683, grad_norm: 2.1486 2020-07-24 23:47:48,335 - mmaction - INFO - Epoch [32][3600/3757] lr: 9.643e-02, eta: 8 days, 8:50:21, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5266, loss_cls: 3.3100, loss: 3.3100, grad_norm: 2.0993 2020-07-24 23:48:04,154 - mmaction - INFO - Epoch [32][3620/3757] lr: 9.643e-02, eta: 8 days, 8:48:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5484, loss_cls: 3.2790, loss: 3.2790, grad_norm: 2.1214 2020-07-24 23:48:19,938 - mmaction - INFO - Epoch [32][3640/3757] lr: 9.643e-02, eta: 8 days, 8:47:11, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5602, loss_cls: 3.2149, loss: 3.2149, grad_norm: 2.1351 2020-07-24 23:48:35,664 - mmaction - INFO - Epoch [32][3660/3757] lr: 9.643e-02, eta: 8 days, 8:45:32, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5648, loss_cls: 3.2221, loss: 3.2221, grad_norm: 2.1368 2020-07-24 23:48:51,372 - mmaction - INFO - Epoch [32][3680/3757] lr: 9.643e-02, eta: 8 days, 8:43:53, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5320, loss_cls: 3.2852, loss: 3.2852, grad_norm: 2.1313 2020-07-24 23:49:07,157 - mmaction - INFO - Epoch [32][3700/3757] lr: 9.643e-02, eta: 8 days, 8:42:17, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5594, loss_cls: 3.1735, loss: 3.1735, grad_norm: 2.1439 2020-07-24 23:49:22,880 - mmaction - INFO - Epoch [32][3720/3757] lr: 9.643e-02, eta: 8 days, 8:40:39, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5445, loss_cls: 3.2489, loss: 3.2489, grad_norm: 2.1306 2020-07-24 23:49:38,752 - mmaction - INFO - Epoch [32][3740/3757] lr: 9.643e-02, eta: 8 days, 8:39:09, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5586, loss_cls: 3.1710, loss: 3.1710, grad_norm: 2.1330 2020-07-24 23:50:01,489 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-07-24 23:53:10,742 - mmaction - INFO - Epoch [33][20/3757] lr: 9.619e-02, eta: 8 days, 11:04:17, time: 9.402, data_time: 8.509, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5617, loss_cls: 3.1967, loss: 3.1967, grad_norm: 2.1721 2020-07-24 23:53:26,536 - mmaction - INFO - Epoch [33][40/3757] lr: 9.619e-02, eta: 8 days, 11:02:32, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5719, loss_cls: 3.1381, loss: 3.1381, grad_norm: 2.1393 2020-07-24 23:53:42,365 - mmaction - INFO - Epoch [33][60/3757] lr: 9.619e-02, eta: 8 days, 11:00:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5406, loss_cls: 3.2309, loss: 3.2309, grad_norm: 2.1910 2020-07-24 23:53:58,272 - mmaction - INFO - Epoch [33][80/3757] lr: 9.619e-02, eta: 8 days, 10:59:09, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5664, loss_cls: 3.2074, loss: 3.2074, grad_norm: 2.0995 2020-07-24 23:54:14,014 - mmaction - INFO - Epoch [33][100/3757] lr: 9.619e-02, eta: 8 days, 10:57:22, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5500, loss_cls: 3.2132, loss: 3.2132, grad_norm: 2.1706 2020-07-24 23:54:29,864 - mmaction - INFO - Epoch [33][120/3757] lr: 9.619e-02, eta: 8 days, 10:55:38, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5648, loss_cls: 3.2314, loss: 3.2314, grad_norm: 2.1550 2020-07-24 23:54:45,703 - mmaction - INFO - Epoch [33][140/3757] lr: 9.619e-02, eta: 8 days, 10:53:58, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5539, loss_cls: 3.2531, loss: 3.2531, grad_norm: 2.1302 2020-07-24 23:55:01,504 - mmaction - INFO - Epoch [33][160/3757] lr: 9.619e-02, eta: 8 days, 10:52:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5492, loss_cls: 3.1904, loss: 3.1904, grad_norm: 2.1019 2020-07-24 23:55:17,318 - mmaction - INFO - Epoch [33][180/3757] lr: 9.619e-02, eta: 8 days, 10:50:31, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5563, loss_cls: 3.1931, loss: 3.1931, grad_norm: 2.0894 2020-07-24 23:55:33,130 - mmaction - INFO - Epoch [33][200/3757] lr: 9.619e-02, eta: 8 days, 10:48:47, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5781, loss_cls: 3.1187, loss: 3.1187, grad_norm: 2.1375 2020-07-24 23:55:49,040 - mmaction - INFO - Epoch [33][220/3757] lr: 9.619e-02, eta: 8 days, 10:47:11, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5609, loss_cls: 3.1887, loss: 3.1887, grad_norm: 2.1935 2020-07-24 23:56:04,878 - mmaction - INFO - Epoch [33][240/3757] lr: 9.619e-02, eta: 8 days, 10:45:30, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5836, loss_cls: 3.1064, loss: 3.1064, grad_norm: 2.1061 2020-07-24 23:56:20,612 - mmaction - INFO - Epoch [33][260/3757] lr: 9.619e-02, eta: 8 days, 10:43:43, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5555, loss_cls: 3.1568, loss: 3.1568, grad_norm: 2.1525 2020-07-24 23:56:36,395 - mmaction - INFO - Epoch [33][280/3757] lr: 9.619e-02, eta: 8 days, 10:42:00, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5781, loss_cls: 3.1906, loss: 3.1906, grad_norm: 2.1297 2020-07-24 23:56:52,290 - mmaction - INFO - Epoch [33][300/3757] lr: 9.619e-02, eta: 8 days, 10:40:23, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5602, loss_cls: 3.1981, loss: 3.1981, grad_norm: 2.1429 2020-07-24 23:57:08,148 - mmaction - INFO - Epoch [33][320/3757] lr: 9.619e-02, eta: 8 days, 10:38:44, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5422, loss_cls: 3.2868, loss: 3.2868, grad_norm: 2.1445 2020-07-24 23:57:23,997 - mmaction - INFO - Epoch [33][340/3757] lr: 9.619e-02, eta: 8 days, 10:37:05, time: 0.793, data_time: 0.002, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5695, loss_cls: 3.1562, loss: 3.1562, grad_norm: 2.1236 2020-07-24 23:57:39,791 - mmaction - INFO - Epoch [33][360/3757] lr: 9.619e-02, eta: 8 days, 10:35:23, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5859, loss_cls: 3.1267, loss: 3.1267, grad_norm: 2.1481 2020-07-24 23:57:55,639 - mmaction - INFO - Epoch [33][380/3757] lr: 9.619e-02, eta: 8 days, 10:33:45, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5516, loss_cls: 3.2166, loss: 3.2166, grad_norm: 2.1417 2020-07-24 23:58:11,455 - mmaction - INFO - Epoch [33][400/3757] lr: 9.619e-02, eta: 8 days, 10:32:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5336, loss_cls: 3.3391, loss: 3.3391, grad_norm: 2.2059 2020-07-24 23:58:27,138 - mmaction - INFO - Epoch [33][420/3757] lr: 9.619e-02, eta: 8 days, 10:30:17, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5922, loss_cls: 3.0792, loss: 3.0792, grad_norm: 2.0877 2020-07-24 23:58:42,873 - mmaction - INFO - Epoch [33][440/3757] lr: 9.619e-02, eta: 8 days, 10:28:32, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5781, loss_cls: 3.1457, loss: 3.1457, grad_norm: 2.1619 2020-07-24 23:58:58,692 - mmaction - INFO - Epoch [33][460/3757] lr: 9.619e-02, eta: 8 days, 10:26:53, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5563, loss_cls: 3.1549, loss: 3.1549, grad_norm: 2.1597 2020-07-24 23:59:14,561 - mmaction - INFO - Epoch [33][480/3757] lr: 9.619e-02, eta: 8 days, 10:25:16, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2844, top5_acc: 0.5500, loss_cls: 3.2436, loss: 3.2436, grad_norm: 2.2379 2020-07-24 23:59:30,298 - mmaction - INFO - Epoch [33][500/3757] lr: 9.619e-02, eta: 8 days, 10:23:33, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5805, loss_cls: 3.1796, loss: 3.1796, grad_norm: 2.1769 2020-07-24 23:59:46,031 - mmaction - INFO - Epoch [33][520/3757] lr: 9.619e-02, eta: 8 days, 10:21:49, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5492, loss_cls: 3.2107, loss: 3.2107, grad_norm: 2.1463 2020-07-25 00:00:01,894 - mmaction - INFO - Epoch [33][540/3757] lr: 9.619e-02, eta: 8 days, 10:20:13, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5516, loss_cls: 3.2295, loss: 3.2295, grad_norm: 2.1398 2020-07-25 00:00:23,266 - mmaction - INFO - Epoch [33][560/3757] lr: 9.619e-02, eta: 8 days, 10:23:32, time: 1.066, data_time: 0.004, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5250, loss_cls: 3.2562, loss: 3.2562, grad_norm: 2.2071 2020-07-25 00:00:39,052 - mmaction - INFO - Epoch [33][580/3757] lr: 9.619e-02, eta: 8 days, 10:21:54, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5469, loss_cls: 3.3077, loss: 3.3077, grad_norm: 2.1352 2020-07-25 00:00:54,829 - mmaction - INFO - Epoch [33][600/3757] lr: 9.619e-02, eta: 8 days, 10:20:13, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5492, loss_cls: 3.1807, loss: 3.1807, grad_norm: 2.1068 2020-07-25 00:01:10,605 - mmaction - INFO - Epoch [33][620/3757] lr: 9.619e-02, eta: 8 days, 10:18:33, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5813, loss_cls: 3.1197, loss: 3.1197, grad_norm: 2.0813 2020-07-25 00:01:26,429 - mmaction - INFO - Epoch [33][640/3757] lr: 9.619e-02, eta: 8 days, 10:16:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5742, loss_cls: 3.1368, loss: 3.1368, grad_norm: 2.0798 2020-07-25 00:01:42,167 - mmaction - INFO - Epoch [33][660/3757] lr: 9.619e-02, eta: 8 days, 10:15:13, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3195, top5_acc: 0.6008, loss_cls: 3.0273, loss: 3.0273, grad_norm: 2.1755 2020-07-25 00:01:57,951 - mmaction - INFO - Epoch [33][680/3757] lr: 9.619e-02, eta: 8 days, 10:13:34, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5367, loss_cls: 3.2564, loss: 3.2564, grad_norm: 2.1805 2020-07-25 00:02:13,794 - mmaction - INFO - Epoch [33][700/3757] lr: 9.619e-02, eta: 8 days, 10:11:58, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5602, loss_cls: 3.2074, loss: 3.2074, grad_norm: 2.0994 2020-07-25 00:02:29,593 - mmaction - INFO - Epoch [33][720/3757] lr: 9.619e-02, eta: 8 days, 10:10:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5695, loss_cls: 3.1502, loss: 3.1502, grad_norm: 2.1872 2020-07-25 00:02:45,412 - mmaction - INFO - Epoch [33][740/3757] lr: 9.619e-02, eta: 8 days, 10:08:41, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5516, loss_cls: 3.2208, loss: 3.2208, grad_norm: 2.1815 2020-07-25 00:03:01,241 - mmaction - INFO - Epoch [33][760/3757] lr: 9.619e-02, eta: 8 days, 10:07:06, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.2664, top5_acc: 0.5383, loss_cls: 3.3246, loss: 3.3246, grad_norm: 2.2031 2020-07-25 00:03:16,989 - mmaction - INFO - Epoch [33][780/3757] lr: 9.619e-02, eta: 8 days, 10:05:26, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5461, loss_cls: 3.2237, loss: 3.2237, grad_norm: 2.1493 2020-07-25 00:03:32,839 - mmaction - INFO - Epoch [33][800/3757] lr: 9.619e-02, eta: 8 days, 10:03:51, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5711, loss_cls: 3.1578, loss: 3.1578, grad_norm: 2.0514 2020-07-25 00:03:48,546 - mmaction - INFO - Epoch [33][820/3757] lr: 9.619e-02, eta: 8 days, 10:02:09, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.2773, top5_acc: 0.5273, loss_cls: 3.2924, loss: 3.2924, grad_norm: 2.1123 2020-07-25 00:04:04,365 - mmaction - INFO - Epoch [33][840/3757] lr: 9.619e-02, eta: 8 days, 10:00:33, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5617, loss_cls: 3.2119, loss: 3.2119, grad_norm: 2.0536 2020-07-25 00:04:20,140 - mmaction - INFO - Epoch [33][860/3757] lr: 9.619e-02, eta: 8 days, 9:58:55, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5484, loss_cls: 3.2463, loss: 3.2463, grad_norm: 2.1440 2020-07-25 00:04:35,862 - mmaction - INFO - Epoch [33][880/3757] lr: 9.619e-02, eta: 8 days, 9:57:14, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5500, loss_cls: 3.2201, loss: 3.2201, grad_norm: 2.1254 2020-07-25 00:04:51,694 - mmaction - INFO - Epoch [33][900/3757] lr: 9.619e-02, eta: 8 days, 9:55:40, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5711, loss_cls: 3.1822, loss: 3.1822, grad_norm: 2.1447 2020-07-25 00:05:07,534 - mmaction - INFO - Epoch [33][920/3757] lr: 9.619e-02, eta: 8 days, 9:54:06, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5437, loss_cls: 3.2217, loss: 3.2217, grad_norm: 2.1499 2020-07-25 00:05:23,260 - mmaction - INFO - Epoch [33][940/3757] lr: 9.619e-02, eta: 8 days, 9:52:27, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5523, loss_cls: 3.2303, loss: 3.2303, grad_norm: 2.1787 2020-07-25 00:05:39,003 - mmaction - INFO - Epoch [33][960/3757] lr: 9.619e-02, eta: 8 days, 9:50:48, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2805, top5_acc: 0.5383, loss_cls: 3.2634, loss: 3.2634, grad_norm: 2.1658 2020-07-25 00:05:54,790 - mmaction - INFO - Epoch [33][980/3757] lr: 9.619e-02, eta: 8 days, 9:49:12, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5609, loss_cls: 3.2255, loss: 3.2255, grad_norm: 2.1339 2020-07-25 00:06:10,641 - mmaction - INFO - Epoch [33][1000/3757] lr: 9.619e-02, eta: 8 days, 9:47:39, time: 0.793, data_time: 0.002, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5484, loss_cls: 3.2368, loss: 3.2368, grad_norm: 2.1269 2020-07-25 00:06:26,469 - mmaction - INFO - Epoch [33][1020/3757] lr: 9.619e-02, eta: 8 days, 9:46:06, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5555, loss_cls: 3.1818, loss: 3.1818, grad_norm: 2.1585 2020-07-25 00:06:42,241 - mmaction - INFO - Epoch [33][1040/3757] lr: 9.619e-02, eta: 8 days, 9:44:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5641, loss_cls: 3.1654, loss: 3.1654, grad_norm: 2.1299 2020-07-25 00:06:58,101 - mmaction - INFO - Epoch [33][1060/3757] lr: 9.619e-02, eta: 8 days, 9:42:58, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5609, loss_cls: 3.2469, loss: 3.2469, grad_norm: 2.1399 2020-07-25 00:07:13,798 - mmaction - INFO - Epoch [33][1080/3757] lr: 9.619e-02, eta: 8 days, 9:41:18, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5578, loss_cls: 3.1811, loss: 3.1811, grad_norm: 2.1423 2020-07-25 00:07:29,599 - mmaction - INFO - Epoch [33][1100/3757] lr: 9.619e-02, eta: 8 days, 9:39:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5430, loss_cls: 3.2195, loss: 3.2195, grad_norm: 2.1211 2020-07-25 00:07:45,396 - mmaction - INFO - Epoch [33][1120/3757] lr: 9.619e-02, eta: 8 days, 9:38:08, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5437, loss_cls: 3.2674, loss: 3.2674, grad_norm: 2.1857 2020-07-25 00:08:01,178 - mmaction - INFO - Epoch [33][1140/3757] lr: 9.619e-02, eta: 8 days, 9:36:34, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5625, loss_cls: 3.2402, loss: 3.2402, grad_norm: 2.0817 2020-07-25 00:08:16,944 - mmaction - INFO - Epoch [33][1160/3757] lr: 9.619e-02, eta: 8 days, 9:34:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5641, loss_cls: 3.1702, loss: 3.1702, grad_norm: 2.1393 2020-07-25 00:08:32,778 - mmaction - INFO - Epoch [33][1180/3757] lr: 9.619e-02, eta: 8 days, 9:33:27, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5680, loss_cls: 3.2267, loss: 3.2267, grad_norm: 2.1836 2020-07-25 00:08:48,568 - mmaction - INFO - Epoch [33][1200/3757] lr: 9.619e-02, eta: 8 days, 9:31:54, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5523, loss_cls: 3.2458, loss: 3.2458, grad_norm: 2.1441 2020-07-25 00:09:04,364 - mmaction - INFO - Epoch [33][1220/3757] lr: 9.619e-02, eta: 8 days, 9:30:20, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5766, loss_cls: 3.1728, loss: 3.1728, grad_norm: 2.1685 2020-07-25 00:09:20,145 - mmaction - INFO - Epoch [33][1240/3757] lr: 9.619e-02, eta: 8 days, 9:28:46, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5523, loss_cls: 3.2425, loss: 3.2425, grad_norm: 2.1789 2020-07-25 00:09:35,914 - mmaction - INFO - Epoch [33][1260/3757] lr: 9.619e-02, eta: 8 days, 9:27:12, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.1869, loss: 3.1869, grad_norm: 2.1178 2020-07-25 00:09:51,694 - mmaction - INFO - Epoch [33][1280/3757] lr: 9.619e-02, eta: 8 days, 9:25:38, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5633, loss_cls: 3.1666, loss: 3.1666, grad_norm: 2.1843 2020-07-25 00:10:07,549 - mmaction - INFO - Epoch [33][1300/3757] lr: 9.619e-02, eta: 8 days, 9:24:09, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5586, loss_cls: 3.1985, loss: 3.1985, grad_norm: 2.1785 2020-07-25 00:10:23,272 - mmaction - INFO - Epoch [33][1320/3757] lr: 9.619e-02, eta: 8 days, 9:22:33, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5664, loss_cls: 3.1628, loss: 3.1628, grad_norm: 2.1272 2020-07-25 00:10:39,042 - mmaction - INFO - Epoch [33][1340/3757] lr: 9.619e-02, eta: 8 days, 9:20:59, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5539, loss_cls: 3.2255, loss: 3.2255, grad_norm: 2.1505 2020-07-25 00:10:54,825 - mmaction - INFO - Epoch [33][1360/3757] lr: 9.619e-02, eta: 8 days, 9:19:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5258, loss_cls: 3.3219, loss: 3.3219, grad_norm: 2.1457 2020-07-25 00:11:10,708 - mmaction - INFO - Epoch [33][1380/3757] lr: 9.619e-02, eta: 8 days, 9:17:59, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5742, loss_cls: 3.1574, loss: 3.1574, grad_norm: 2.1455 2020-07-25 00:11:26,545 - mmaction - INFO - Epoch [33][1400/3757] lr: 9.619e-02, eta: 8 days, 9:16:29, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.2852, top5_acc: 0.5289, loss_cls: 3.3132, loss: 3.3132, grad_norm: 2.0887 2020-07-25 00:11:42,290 - mmaction - INFO - Epoch [33][1420/3757] lr: 9.619e-02, eta: 8 days, 9:14:54, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5820, loss_cls: 3.0687, loss: 3.0687, grad_norm: 2.1323 2020-07-25 00:11:58,036 - mmaction - INFO - Epoch [33][1440/3757] lr: 9.619e-02, eta: 8 days, 9:13:22, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5555, loss_cls: 3.2592, loss: 3.2592, grad_norm: 2.2003 2020-07-25 00:12:13,847 - mmaction - INFO - Epoch [33][1460/3757] lr: 9.619e-02, eta: 8 days, 9:11:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5250, loss_cls: 3.2819, loss: 3.2819, grad_norm: 2.1712 2020-07-25 00:12:29,553 - mmaction - INFO - Epoch [33][1480/3757] lr: 9.619e-02, eta: 8 days, 9:10:16, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5641, loss_cls: 3.1981, loss: 3.1981, grad_norm: 2.1144 2020-07-25 00:12:45,293 - mmaction - INFO - Epoch [33][1500/3757] lr: 9.619e-02, eta: 8 days, 9:08:41, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.2758, top5_acc: 0.5484, loss_cls: 3.2670, loss: 3.2670, grad_norm: 2.1925 2020-07-25 00:13:01,104 - mmaction - INFO - Epoch [33][1520/3757] lr: 9.619e-02, eta: 8 days, 9:07:12, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5398, loss_cls: 3.2245, loss: 3.2245, grad_norm: 2.1359 2020-07-25 00:13:17,060 - mmaction - INFO - Epoch [33][1540/3757] lr: 9.619e-02, eta: 8 days, 9:05:50, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5742, loss_cls: 3.1540, loss: 3.1540, grad_norm: 2.2055 2020-07-25 00:13:32,737 - mmaction - INFO - Epoch [33][1560/3757] lr: 9.619e-02, eta: 8 days, 9:04:14, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.2844, top5_acc: 0.5578, loss_cls: 3.2494, loss: 3.2494, grad_norm: 2.1564 2020-07-25 00:13:48,489 - mmaction - INFO - Epoch [33][1580/3757] lr: 9.619e-02, eta: 8 days, 9:02:41, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5617, loss_cls: 3.1971, loss: 3.1971, grad_norm: 2.1536 2020-07-25 00:14:04,355 - mmaction - INFO - Epoch [33][1600/3757] lr: 9.619e-02, eta: 8 days, 9:01:15, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5641, loss_cls: 3.2267, loss: 3.2267, grad_norm: 2.2893 2020-07-25 00:14:20,207 - mmaction - INFO - Epoch [33][1620/3757] lr: 9.619e-02, eta: 8 days, 8:59:48, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2578, top5_acc: 0.5242, loss_cls: 3.3596, loss: 3.3596, grad_norm: 2.2362 2020-07-25 00:14:36,091 - mmaction - INFO - Epoch [33][1640/3757] lr: 9.619e-02, eta: 8 days, 8:58:24, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5422, loss_cls: 3.2347, loss: 3.2347, grad_norm: 2.0860 2020-07-25 00:14:51,931 - mmaction - INFO - Epoch [33][1660/3757] lr: 9.619e-02, eta: 8 days, 8:56:57, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5617, loss_cls: 3.1349, loss: 3.1349, grad_norm: 2.0883 2020-07-25 00:15:07,713 - mmaction - INFO - Epoch [33][1680/3757] lr: 9.619e-02, eta: 8 days, 8:55:27, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5805, loss_cls: 3.0793, loss: 3.0793, grad_norm: 2.1151 2020-07-25 00:15:23,524 - mmaction - INFO - Epoch [33][1700/3757] lr: 9.619e-02, eta: 8 days, 8:53:59, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5711, loss_cls: 3.1865, loss: 3.1865, grad_norm: 2.0712 2020-07-25 00:15:39,322 - mmaction - INFO - Epoch [33][1720/3757] lr: 9.619e-02, eta: 8 days, 8:52:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5516, loss_cls: 3.2226, loss: 3.2226, grad_norm: 2.1779 2020-07-25 00:15:55,112 - mmaction - INFO - Epoch [33][1740/3757] lr: 9.619e-02, eta: 8 days, 8:51:01, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5680, loss_cls: 3.1489, loss: 3.1489, grad_norm: 2.0959 2020-07-25 00:16:10,910 - mmaction - INFO - Epoch [33][1760/3757] lr: 9.619e-02, eta: 8 days, 8:49:33, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5375, loss_cls: 3.2877, loss: 3.2877, grad_norm: 2.2110 2020-07-25 00:16:26,751 - mmaction - INFO - Epoch [33][1780/3757] lr: 9.619e-02, eta: 8 days, 8:48:07, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5484, loss_cls: 3.2112, loss: 3.2112, grad_norm: 2.1740 2020-07-25 00:16:42,514 - mmaction - INFO - Epoch [33][1800/3757] lr: 9.619e-02, eta: 8 days, 8:46:37, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2859, top5_acc: 0.5469, loss_cls: 3.3157, loss: 3.3157, grad_norm: 2.2049 2020-07-25 00:16:58,315 - mmaction - INFO - Epoch [33][1820/3757] lr: 9.619e-02, eta: 8 days, 8:45:09, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5437, loss_cls: 3.2384, loss: 3.2384, grad_norm: 2.1279 2020-07-25 00:17:14,052 - mmaction - INFO - Epoch [33][1840/3757] lr: 9.619e-02, eta: 8 days, 8:43:37, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5477, loss_cls: 3.2301, loss: 3.2301, grad_norm: 2.0779 2020-07-25 00:17:29,877 - mmaction - INFO - Epoch [33][1860/3757] lr: 9.619e-02, eta: 8 days, 8:42:11, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5758, loss_cls: 3.1045, loss: 3.1045, grad_norm: 2.1903 2020-07-25 00:17:45,625 - mmaction - INFO - Epoch [33][1880/3757] lr: 9.619e-02, eta: 8 days, 8:40:43, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5617, loss_cls: 3.1476, loss: 3.1476, grad_norm: 2.1318 2020-07-25 00:18:01,409 - mmaction - INFO - Epoch [33][1900/3757] lr: 9.619e-02, eta: 8 days, 8:39:15, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5570, loss_cls: 3.2285, loss: 3.2285, grad_norm: 2.1573 2020-07-25 00:18:17,211 - mmaction - INFO - Epoch [33][1920/3757] lr: 9.619e-02, eta: 8 days, 8:37:48, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5617, loss_cls: 3.2629, loss: 3.2629, grad_norm: 2.2263 2020-07-25 00:18:33,041 - mmaction - INFO - Epoch [33][1940/3757] lr: 9.619e-02, eta: 8 days, 8:36:23, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5609, loss_cls: 3.2210, loss: 3.2210, grad_norm: 2.1525 2020-07-25 00:18:48,756 - mmaction - INFO - Epoch [33][1960/3757] lr: 9.619e-02, eta: 8 days, 8:34:52, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5523, loss_cls: 3.2434, loss: 3.2434, grad_norm: 2.1289 2020-07-25 00:19:04,508 - mmaction - INFO - Epoch [33][1980/3757] lr: 9.619e-02, eta: 8 days, 8:33:23, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5609, loss_cls: 3.2135, loss: 3.2135, grad_norm: 2.1774 2020-07-25 00:19:20,246 - mmaction - INFO - Epoch [33][2000/3757] lr: 9.619e-02, eta: 8 days, 8:31:54, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5680, loss_cls: 3.2325, loss: 3.2325, grad_norm: 2.1666 2020-07-25 00:19:36,012 - mmaction - INFO - Epoch [33][2020/3757] lr: 9.619e-02, eta: 8 days, 8:30:26, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5656, loss_cls: 3.2206, loss: 3.2206, grad_norm: 2.1869 2020-07-25 00:19:51,833 - mmaction - INFO - Epoch [33][2040/3757] lr: 9.619e-02, eta: 8 days, 8:29:02, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5672, loss_cls: 3.1577, loss: 3.1577, grad_norm: 2.1209 2020-07-25 00:20:07,526 - mmaction - INFO - Epoch [33][2060/3757] lr: 9.619e-02, eta: 8 days, 8:27:31, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5461, loss_cls: 3.2334, loss: 3.2334, grad_norm: 2.2354 2020-07-25 00:20:23,371 - mmaction - INFO - Epoch [33][2080/3757] lr: 9.619e-02, eta: 8 days, 8:26:07, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5430, loss_cls: 3.1990, loss: 3.1990, grad_norm: 2.0922 2020-07-25 00:20:39,098 - mmaction - INFO - Epoch [33][2100/3757] lr: 9.619e-02, eta: 8 days, 8:24:39, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5516, loss_cls: 3.1699, loss: 3.1699, grad_norm: 2.1953 2020-07-25 00:20:55,021 - mmaction - INFO - Epoch [33][2120/3757] lr: 9.619e-02, eta: 8 days, 8:23:19, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5609, loss_cls: 3.1620, loss: 3.1620, grad_norm: 2.1842 2020-07-25 00:21:10,812 - mmaction - INFO - Epoch [33][2140/3757] lr: 9.619e-02, eta: 8 days, 8:21:54, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5773, loss_cls: 3.0957, loss: 3.0957, grad_norm: 2.1277 2020-07-25 00:21:26,587 - mmaction - INFO - Epoch [33][2160/3757] lr: 9.619e-02, eta: 8 days, 8:20:27, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5516, loss_cls: 3.2119, loss: 3.2119, grad_norm: 2.1731 2020-07-25 00:21:42,429 - mmaction - INFO - Epoch [33][2180/3757] lr: 9.619e-02, eta: 8 days, 8:19:05, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5508, loss_cls: 3.2406, loss: 3.2406, grad_norm: 2.1861 2020-07-25 00:21:58,208 - mmaction - INFO - Epoch [33][2200/3757] lr: 9.619e-02, eta: 8 days, 8:17:39, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5875, loss_cls: 3.0586, loss: 3.0586, grad_norm: 2.1306 2020-07-25 00:22:13,921 - mmaction - INFO - Epoch [33][2220/3757] lr: 9.619e-02, eta: 8 days, 8:16:11, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5672, loss_cls: 3.1760, loss: 3.1760, grad_norm: 2.2076 2020-07-25 00:22:29,662 - mmaction - INFO - Epoch [33][2240/3757] lr: 9.619e-02, eta: 8 days, 8:14:44, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5531, loss_cls: 3.2231, loss: 3.2231, grad_norm: 2.1478 2020-07-25 00:22:45,438 - mmaction - INFO - Epoch [33][2260/3757] lr: 9.619e-02, eta: 8 days, 8:13:18, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5750, loss_cls: 3.1174, loss: 3.1174, grad_norm: 2.1574 2020-07-25 00:23:01,356 - mmaction - INFO - Epoch [33][2280/3757] lr: 9.619e-02, eta: 8 days, 8:11:58, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5703, loss_cls: 3.1442, loss: 3.1442, grad_norm: 2.1613 2020-07-25 00:23:17,006 - mmaction - INFO - Epoch [33][2300/3757] lr: 9.619e-02, eta: 8 days, 8:10:29, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5531, loss_cls: 3.1827, loss: 3.1827, grad_norm: 2.1366 2020-07-25 00:23:32,727 - mmaction - INFO - Epoch [33][2320/3757] lr: 9.619e-02, eta: 8 days, 8:09:01, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5414, loss_cls: 3.3028, loss: 3.3028, grad_norm: 2.1582 2020-07-25 00:23:48,529 - mmaction - INFO - Epoch [33][2340/3757] lr: 9.619e-02, eta: 8 days, 8:07:38, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5711, loss_cls: 3.1742, loss: 3.1742, grad_norm: 2.1806 2020-07-25 00:24:04,320 - mmaction - INFO - Epoch [33][2360/3757] lr: 9.619e-02, eta: 8 days, 8:06:15, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5836, loss_cls: 3.1502, loss: 3.1502, grad_norm: 2.1750 2020-07-25 00:24:20,142 - mmaction - INFO - Epoch [33][2380/3757] lr: 9.619e-02, eta: 8 days, 8:04:53, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5430, loss_cls: 3.2277, loss: 3.2277, grad_norm: 2.1622 2020-07-25 00:24:35,923 - mmaction - INFO - Epoch [33][2400/3757] lr: 9.619e-02, eta: 8 days, 8:03:27, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5570, loss_cls: 3.1737, loss: 3.1737, grad_norm: 2.1089 2020-07-25 00:24:51,776 - mmaction - INFO - Epoch [33][2420/3757] lr: 9.619e-02, eta: 8 days, 8:02:08, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5477, loss_cls: 3.2623, loss: 3.2623, grad_norm: 2.1100 2020-07-25 00:25:07,641 - mmaction - INFO - Epoch [33][2440/3757] lr: 9.619e-02, eta: 8 days, 8:00:49, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.1180, loss: 3.1180, grad_norm: 2.1135 2020-07-25 00:25:23,408 - mmaction - INFO - Epoch [33][2460/3757] lr: 9.619e-02, eta: 8 days, 7:59:25, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5398, loss_cls: 3.2992, loss: 3.2992, grad_norm: 2.2400 2020-07-25 00:25:39,226 - mmaction - INFO - Epoch [33][2480/3757] lr: 9.619e-02, eta: 8 days, 7:58:03, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5789, loss_cls: 3.2020, loss: 3.2020, grad_norm: 2.1263 2020-07-25 00:25:54,983 - mmaction - INFO - Epoch [33][2500/3757] lr: 9.619e-02, eta: 8 days, 7:56:39, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5727, loss_cls: 3.1798, loss: 3.1798, grad_norm: 2.1645 2020-07-25 00:26:10,764 - mmaction - INFO - Epoch [33][2520/3757] lr: 9.619e-02, eta: 8 days, 7:55:16, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5461, loss_cls: 3.2723, loss: 3.2723, grad_norm: 2.1232 2020-07-25 00:26:26,566 - mmaction - INFO - Epoch [33][2540/3757] lr: 9.619e-02, eta: 8 days, 7:53:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5656, loss_cls: 3.1436, loss: 3.1436, grad_norm: 2.1408 2020-07-25 00:26:42,284 - mmaction - INFO - Epoch [33][2560/3757] lr: 9.619e-02, eta: 8 days, 7:52:28, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5586, loss_cls: 3.2432, loss: 3.2432, grad_norm: 2.2073 2020-07-25 00:26:58,130 - mmaction - INFO - Epoch [33][2580/3757] lr: 9.619e-02, eta: 8 days, 7:51:09, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5648, loss_cls: 3.2062, loss: 3.2062, grad_norm: 2.1263 2020-07-25 00:27:13,874 - mmaction - INFO - Epoch [33][2600/3757] lr: 9.619e-02, eta: 8 days, 7:49:45, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5602, loss_cls: 3.1676, loss: 3.1676, grad_norm: 2.1286 2020-07-25 00:27:29,715 - mmaction - INFO - Epoch [33][2620/3757] lr: 9.619e-02, eta: 8 days, 7:48:26, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2820, top5_acc: 0.5477, loss_cls: 3.2887, loss: 3.2887, grad_norm: 2.1620 2020-07-25 00:27:45,478 - mmaction - INFO - Epoch [33][2640/3757] lr: 9.619e-02, eta: 8 days, 7:47:03, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5664, loss_cls: 3.1218, loss: 3.1218, grad_norm: 2.1350 2020-07-25 00:28:01,276 - mmaction - INFO - Epoch [33][2660/3757] lr: 9.619e-02, eta: 8 days, 7:45:42, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5352, loss_cls: 3.3083, loss: 3.3083, grad_norm: 2.1438 2020-07-25 00:28:17,026 - mmaction - INFO - Epoch [33][2680/3757] lr: 9.619e-02, eta: 8 days, 7:44:19, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.1313, loss: 3.1313, grad_norm: 2.1387 2020-07-25 00:28:32,744 - mmaction - INFO - Epoch [33][2700/3757] lr: 9.619e-02, eta: 8 days, 7:42:54, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5391, loss_cls: 3.2567, loss: 3.2567, grad_norm: 2.1415 2020-07-25 00:28:48,522 - mmaction - INFO - Epoch [33][2720/3757] lr: 9.619e-02, eta: 8 days, 7:41:32, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5391, loss_cls: 3.2728, loss: 3.2728, grad_norm: 2.1521 2020-07-25 00:29:04,300 - mmaction - INFO - Epoch [33][2740/3757] lr: 9.619e-02, eta: 8 days, 7:40:11, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.1829, loss: 3.1829, grad_norm: 2.1774 2020-07-25 00:29:20,064 - mmaction - INFO - Epoch [33][2760/3757] lr: 9.619e-02, eta: 8 days, 7:38:49, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5414, loss_cls: 3.2283, loss: 3.2283, grad_norm: 2.1628 2020-07-25 00:29:35,917 - mmaction - INFO - Epoch [33][2780/3757] lr: 9.619e-02, eta: 8 days, 7:37:31, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5539, loss_cls: 3.2478, loss: 3.2478, grad_norm: 2.1763 2020-07-25 00:29:51,597 - mmaction - INFO - Epoch [33][2800/3757] lr: 9.619e-02, eta: 8 days, 7:36:05, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.2820, top5_acc: 0.5453, loss_cls: 3.2832, loss: 3.2832, grad_norm: 2.1566 2020-07-25 00:30:07,349 - mmaction - INFO - Epoch [33][2820/3757] lr: 9.619e-02, eta: 8 days, 7:34:44, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5570, loss_cls: 3.1722, loss: 3.1722, grad_norm: 2.1899 2020-07-25 00:30:23,029 - mmaction - INFO - Epoch [33][2840/3757] lr: 9.619e-02, eta: 8 days, 7:33:18, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5477, loss_cls: 3.2283, loss: 3.2283, grad_norm: 2.1683 2020-07-25 00:30:38,928 - mmaction - INFO - Epoch [33][2860/3757] lr: 9.619e-02, eta: 8 days, 7:32:03, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5633, loss_cls: 3.2465, loss: 3.2465, grad_norm: 2.1357 2020-07-25 00:30:54,679 - mmaction - INFO - Epoch [33][2880/3757] lr: 9.619e-02, eta: 8 days, 7:30:41, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5406, loss_cls: 3.3226, loss: 3.3226, grad_norm: 2.1364 2020-07-25 00:31:10,475 - mmaction - INFO - Epoch [33][2900/3757] lr: 9.619e-02, eta: 8 days, 7:29:22, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2820, top5_acc: 0.5539, loss_cls: 3.2286, loss: 3.2286, grad_norm: 2.1967 2020-07-25 00:31:26,305 - mmaction - INFO - Epoch [33][2920/3757] lr: 9.619e-02, eta: 8 days, 7:28:05, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2812, top5_acc: 0.5570, loss_cls: 3.2644, loss: 3.2644, grad_norm: 2.1777 2020-07-25 00:31:42,058 - mmaction - INFO - Epoch [33][2940/3757] lr: 9.619e-02, eta: 8 days, 7:26:43, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.2789, top5_acc: 0.5305, loss_cls: 3.3132, loss: 3.3132, grad_norm: 2.1888 2020-07-25 00:31:57,768 - mmaction - INFO - Epoch [33][2960/3757] lr: 9.619e-02, eta: 8 days, 7:25:21, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5523, loss_cls: 3.2121, loss: 3.2121, grad_norm: 2.0824 2020-07-25 00:32:13,514 - mmaction - INFO - Epoch [33][2980/3757] lr: 9.619e-02, eta: 8 days, 7:23:59, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5570, loss_cls: 3.2294, loss: 3.2294, grad_norm: 2.1351 2020-07-25 00:32:29,274 - mmaction - INFO - Epoch [33][3000/3757] lr: 9.619e-02, eta: 8 days, 7:22:39, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5648, loss_cls: 3.1697, loss: 3.1697, grad_norm: 2.1898 2020-07-25 00:32:45,093 - mmaction - INFO - Epoch [33][3020/3757] lr: 9.619e-02, eta: 8 days, 7:21:21, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5414, loss_cls: 3.2543, loss: 3.2543, grad_norm: 2.1841 2020-07-25 00:33:00,887 - mmaction - INFO - Epoch [33][3040/3757] lr: 9.619e-02, eta: 8 days, 7:20:03, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5594, loss_cls: 3.1997, loss: 3.1997, grad_norm: 2.1621 2020-07-25 00:33:16,719 - mmaction - INFO - Epoch [33][3060/3757] lr: 9.619e-02, eta: 8 days, 7:18:46, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5609, loss_cls: 3.2041, loss: 3.2041, grad_norm: 2.1072 2020-07-25 00:33:32,512 - mmaction - INFO - Epoch [33][3080/3757] lr: 9.619e-02, eta: 8 days, 7:17:28, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5617, loss_cls: 3.2275, loss: 3.2275, grad_norm: 2.1629 2020-07-25 00:33:48,363 - mmaction - INFO - Epoch [33][3100/3757] lr: 9.619e-02, eta: 8 days, 7:16:12, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5617, loss_cls: 3.1685, loss: 3.1685, grad_norm: 2.1578 2020-07-25 00:34:04,158 - mmaction - INFO - Epoch [33][3120/3757] lr: 9.619e-02, eta: 8 days, 7:14:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5523, loss_cls: 3.1237, loss: 3.1237, grad_norm: 2.1353 2020-07-25 00:34:19,957 - mmaction - INFO - Epoch [33][3140/3757] lr: 9.619e-02, eta: 8 days, 7:13:37, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5461, loss_cls: 3.2504, loss: 3.2504, grad_norm: 2.1615 2020-07-25 00:34:35,803 - mmaction - INFO - Epoch [33][3160/3757] lr: 9.619e-02, eta: 8 days, 7:12:21, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5641, loss_cls: 3.1307, loss: 3.1307, grad_norm: 2.1185 2020-07-25 00:34:51,665 - mmaction - INFO - Epoch [33][3180/3757] lr: 9.619e-02, eta: 8 days, 7:11:06, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5883, loss_cls: 3.1573, loss: 3.1573, grad_norm: 2.0856 2020-07-25 00:35:07,560 - mmaction - INFO - Epoch [33][3200/3757] lr: 9.619e-02, eta: 8 days, 7:09:54, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5555, loss_cls: 3.1896, loss: 3.1896, grad_norm: 2.1581 2020-07-25 00:35:23,303 - mmaction - INFO - Epoch [33][3220/3757] lr: 9.619e-02, eta: 8 days, 7:08:35, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.2547, top5_acc: 0.5312, loss_cls: 3.3820, loss: 3.3820, grad_norm: 2.1616 2020-07-25 00:35:39,039 - mmaction - INFO - Epoch [33][3240/3757] lr: 9.619e-02, eta: 8 days, 7:07:15, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5602, loss_cls: 3.1971, loss: 3.1971, grad_norm: 2.0890 2020-07-25 00:35:54,808 - mmaction - INFO - Epoch [33][3260/3757] lr: 9.619e-02, eta: 8 days, 7:05:56, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5703, loss_cls: 3.1670, loss: 3.1670, grad_norm: 2.1538 2020-07-25 00:36:10,629 - mmaction - INFO - Epoch [33][3280/3757] lr: 9.619e-02, eta: 8 days, 7:04:40, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5602, loss_cls: 3.2005, loss: 3.2005, grad_norm: 2.1925 2020-07-25 00:36:26,396 - mmaction - INFO - Epoch [33][3300/3757] lr: 9.619e-02, eta: 8 days, 7:03:23, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5461, loss_cls: 3.2425, loss: 3.2425, grad_norm: 2.2319 2020-07-25 00:36:42,200 - mmaction - INFO - Epoch [33][3320/3757] lr: 9.619e-02, eta: 8 days, 7:02:07, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5367, loss_cls: 3.2588, loss: 3.2588, grad_norm: 2.2017 2020-07-25 00:36:58,066 - mmaction - INFO - Epoch [33][3340/3757] lr: 9.619e-02, eta: 8 days, 7:00:54, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5469, loss_cls: 3.2868, loss: 3.2868, grad_norm: 2.2084 2020-07-25 00:37:13,762 - mmaction - INFO - Epoch [33][3360/3757] lr: 9.619e-02, eta: 8 days, 6:59:32, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5719, loss_cls: 3.2017, loss: 3.2017, grad_norm: 2.1717 2020-07-25 00:37:29,620 - mmaction - INFO - Epoch [33][3380/3757] lr: 9.619e-02, eta: 8 days, 6:58:19, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2758, top5_acc: 0.5180, loss_cls: 3.4172, loss: 3.4172, grad_norm: 2.1441 2020-07-25 00:37:45,374 - mmaction - INFO - Epoch [33][3400/3757] lr: 9.619e-02, eta: 8 days, 6:57:01, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5695, loss_cls: 3.2121, loss: 3.2121, grad_norm: 2.1217 2020-07-25 00:38:01,186 - mmaction - INFO - Epoch [33][3420/3757] lr: 9.619e-02, eta: 8 days, 6:55:46, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5289, loss_cls: 3.3179, loss: 3.3179, grad_norm: 2.1790 2020-07-25 00:38:16,990 - mmaction - INFO - Epoch [33][3440/3757] lr: 9.619e-02, eta: 8 days, 6:54:30, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.1606, loss: 3.1606, grad_norm: 2.1150 2020-07-25 00:38:32,792 - mmaction - INFO - Epoch [33][3460/3757] lr: 9.619e-02, eta: 8 days, 6:53:13, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5594, loss_cls: 3.1691, loss: 3.1691, grad_norm: 2.1496 2020-07-25 00:38:48,550 - mmaction - INFO - Epoch [33][3480/3757] lr: 9.619e-02, eta: 8 days, 6:51:58, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.2457, loss: 3.2457, grad_norm: 2.1624 2020-07-25 00:39:04,379 - mmaction - INFO - Epoch [33][3500/3757] lr: 9.619e-02, eta: 8 days, 6:50:44, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5563, loss_cls: 3.2732, loss: 3.2732, grad_norm: 2.1451 2020-07-25 00:39:20,287 - mmaction - INFO - Epoch [33][3520/3757] lr: 9.619e-02, eta: 8 days, 6:49:34, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5711, loss_cls: 3.1419, loss: 3.1419, grad_norm: 2.1608 2020-07-25 00:39:36,134 - mmaction - INFO - Epoch [33][3540/3757] lr: 9.619e-02, eta: 8 days, 6:48:21, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5531, loss_cls: 3.2258, loss: 3.2258, grad_norm: 2.2005 2020-07-25 00:39:51,923 - mmaction - INFO - Epoch [33][3560/3757] lr: 9.619e-02, eta: 8 days, 6:47:05, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2805, top5_acc: 0.5469, loss_cls: 3.3089, loss: 3.3089, grad_norm: 2.1842 2020-07-25 00:40:07,711 - mmaction - INFO - Epoch [33][3580/3757] lr: 9.619e-02, eta: 8 days, 6:45:51, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5469, loss_cls: 3.2575, loss: 3.2575, grad_norm: 2.1373 2020-07-25 00:40:23,573 - mmaction - INFO - Epoch [33][3600/3757] lr: 9.619e-02, eta: 8 days, 6:44:39, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5758, loss_cls: 3.1135, loss: 3.1135, grad_norm: 2.1550 2020-07-25 00:40:39,457 - mmaction - INFO - Epoch [33][3620/3757] lr: 9.619e-02, eta: 8 days, 6:43:28, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5391, loss_cls: 3.2502, loss: 3.2502, grad_norm: 2.1708 2020-07-25 00:40:55,238 - mmaction - INFO - Epoch [33][3640/3757] lr: 9.619e-02, eta: 8 days, 6:42:13, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5680, loss_cls: 3.2548, loss: 3.2548, grad_norm: 2.1578 2020-07-25 00:41:11,101 - mmaction - INFO - Epoch [33][3660/3757] lr: 9.619e-02, eta: 8 days, 6:41:02, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5516, loss_cls: 3.2347, loss: 3.2347, grad_norm: 2.1898 2020-07-25 00:41:26,818 - mmaction - INFO - Epoch [33][3680/3757] lr: 9.619e-02, eta: 8 days, 6:39:44, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.2789, top5_acc: 0.5500, loss_cls: 3.3099, loss: 3.3099, grad_norm: 2.1472 2020-07-25 00:41:42,683 - mmaction - INFO - Epoch [33][3700/3757] lr: 9.619e-02, eta: 8 days, 6:38:33, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5281, loss_cls: 3.2971, loss: 3.2971, grad_norm: 2.1686 2020-07-25 00:41:58,465 - mmaction - INFO - Epoch [33][3720/3757] lr: 9.619e-02, eta: 8 days, 6:37:18, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5500, loss_cls: 3.1993, loss: 3.1993, grad_norm: 2.2132 2020-07-25 00:42:14,275 - mmaction - INFO - Epoch [33][3740/3757] lr: 9.619e-02, eta: 8 days, 6:36:05, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5703, loss_cls: 3.2140, loss: 3.2140, grad_norm: 2.1379 2020-07-25 00:45:44,277 - mmaction - INFO - Epoch [34][20/3757] lr: 9.596e-02, eta: 8 days, 8:32:45, time: 9.470, data_time: 8.539, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5695, loss_cls: 3.1904, loss: 3.1904, grad_norm: 2.1902 2020-07-25 00:45:59,966 - mmaction - INFO - Epoch [34][40/3757] lr: 9.596e-02, eta: 8 days, 8:31:19, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5484, loss_cls: 3.1878, loss: 3.1878, grad_norm: 2.1456 2020-07-25 00:46:15,868 - mmaction - INFO - Epoch [34][60/3757] lr: 9.596e-02, eta: 8 days, 8:30:02, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5641, loss_cls: 3.1029, loss: 3.1029, grad_norm: 2.0876 2020-07-25 00:46:31,627 - mmaction - INFO - Epoch [34][80/3757] lr: 9.596e-02, eta: 8 days, 8:28:40, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5750, loss_cls: 3.1741, loss: 3.1741, grad_norm: 2.2419 2020-07-25 00:46:47,455 - mmaction - INFO - Epoch [34][100/3757] lr: 9.596e-02, eta: 8 days, 8:27:20, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5422, loss_cls: 3.2215, loss: 3.2215, grad_norm: 2.1505 2020-07-25 00:47:03,186 - mmaction - INFO - Epoch [34][120/3757] lr: 9.596e-02, eta: 8 days, 8:25:57, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5523, loss_cls: 3.2532, loss: 3.2532, grad_norm: 2.1942 2020-07-25 00:47:18,978 - mmaction - INFO - Epoch [34][140/3757] lr: 9.596e-02, eta: 8 days, 8:24:36, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5727, loss_cls: 3.1300, loss: 3.1300, grad_norm: 2.1306 2020-07-25 00:47:34,782 - mmaction - INFO - Epoch [34][160/3757] lr: 9.596e-02, eta: 8 days, 8:23:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5500, loss_cls: 3.2380, loss: 3.2380, grad_norm: 2.2371 2020-07-25 00:47:50,628 - mmaction - INFO - Epoch [34][180/3757] lr: 9.596e-02, eta: 8 days, 8:21:58, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5703, loss_cls: 3.1494, loss: 3.1494, grad_norm: 2.1213 2020-07-25 00:48:06,385 - mmaction - INFO - Epoch [34][200/3757] lr: 9.596e-02, eta: 8 days, 8:20:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.0962, loss: 3.0962, grad_norm: 2.1666 2020-07-25 00:48:22,142 - mmaction - INFO - Epoch [34][220/3757] lr: 9.596e-02, eta: 8 days, 8:19:14, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5836, loss_cls: 3.0904, loss: 3.0904, grad_norm: 2.1656 2020-07-25 00:48:37,912 - mmaction - INFO - Epoch [34][240/3757] lr: 9.596e-02, eta: 8 days, 8:17:53, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5594, loss_cls: 3.1575, loss: 3.1575, grad_norm: 2.2214 2020-07-25 00:48:53,629 - mmaction - INFO - Epoch [34][260/3757] lr: 9.596e-02, eta: 8 days, 8:16:30, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5617, loss_cls: 3.1943, loss: 3.1943, grad_norm: 2.1160 2020-07-25 00:49:09,385 - mmaction - INFO - Epoch [34][280/3757] lr: 9.596e-02, eta: 8 days, 8:15:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.2377, loss: 3.2377, grad_norm: 2.1769 2020-07-25 00:49:25,182 - mmaction - INFO - Epoch [34][300/3757] lr: 9.596e-02, eta: 8 days, 8:13:49, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.1560, loss: 3.1560, grad_norm: 2.1600 2020-07-25 00:49:40,952 - mmaction - INFO - Epoch [34][320/3757] lr: 9.596e-02, eta: 8 days, 8:12:28, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.1096, loss: 3.1096, grad_norm: 2.1509 2020-07-25 00:49:56,816 - mmaction - INFO - Epoch [34][340/3757] lr: 9.596e-02, eta: 8 days, 8:11:12, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5680, loss_cls: 3.1961, loss: 3.1961, grad_norm: 2.2001 2020-07-25 00:50:12,623 - mmaction - INFO - Epoch [34][360/3757] lr: 9.596e-02, eta: 8 days, 8:09:52, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5523, loss_cls: 3.2715, loss: 3.2715, grad_norm: 2.2248 2020-07-25 00:50:28,366 - mmaction - INFO - Epoch [34][380/3757] lr: 9.596e-02, eta: 8 days, 8:08:32, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.2766, top5_acc: 0.5492, loss_cls: 3.2600, loss: 3.2600, grad_norm: 2.1505 2020-07-25 00:50:44,088 - mmaction - INFO - Epoch [34][400/3757] lr: 9.596e-02, eta: 8 days, 8:07:10, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5555, loss_cls: 3.2110, loss: 3.2110, grad_norm: 2.1593 2020-07-25 00:50:59,871 - mmaction - INFO - Epoch [34][420/3757] lr: 9.596e-02, eta: 8 days, 8:05:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.2122, loss: 3.2122, grad_norm: 2.1110 2020-07-25 00:51:15,645 - mmaction - INFO - Epoch [34][440/3757] lr: 9.596e-02, eta: 8 days, 8:04:31, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5563, loss_cls: 3.2120, loss: 3.2120, grad_norm: 2.1378 2020-07-25 00:51:31,450 - mmaction - INFO - Epoch [34][460/3757] lr: 9.596e-02, eta: 8 days, 8:03:13, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5656, loss_cls: 3.2042, loss: 3.2042, grad_norm: 2.1725 2020-07-25 00:51:47,236 - mmaction - INFO - Epoch [34][480/3757] lr: 9.596e-02, eta: 8 days, 8:01:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5578, loss_cls: 3.2581, loss: 3.2581, grad_norm: 2.1742 2020-07-25 00:52:03,017 - mmaction - INFO - Epoch [34][500/3757] lr: 9.596e-02, eta: 8 days, 8:00:36, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5492, loss_cls: 3.2132, loss: 3.2132, grad_norm: 2.1626 2020-07-25 00:52:18,945 - mmaction - INFO - Epoch [34][520/3757] lr: 9.596e-02, eta: 8 days, 7:59:23, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5711, loss_cls: 3.1624, loss: 3.1624, grad_norm: 2.1625 2020-07-25 00:52:34,784 - mmaction - INFO - Epoch [34][540/3757] lr: 9.596e-02, eta: 8 days, 7:58:07, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5648, loss_cls: 3.2115, loss: 3.2115, grad_norm: 2.2014 2020-07-25 00:52:50,642 - mmaction - INFO - Epoch [34][560/3757] lr: 9.596e-02, eta: 8 days, 7:56:52, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5453, loss_cls: 3.2433, loss: 3.2433, grad_norm: 2.1468 2020-07-25 00:53:06,417 - mmaction - INFO - Epoch [34][580/3757] lr: 9.596e-02, eta: 8 days, 7:55:34, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5758, loss_cls: 3.0912, loss: 3.0912, grad_norm: 2.2116 2020-07-25 00:53:22,241 - mmaction - INFO - Epoch [34][600/3757] lr: 9.596e-02, eta: 8 days, 7:54:17, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2852, top5_acc: 0.5508, loss_cls: 3.3221, loss: 3.3221, grad_norm: 2.2064 2020-07-25 00:53:37,980 - mmaction - INFO - Epoch [34][620/3757] lr: 9.596e-02, eta: 8 days, 7:52:57, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5680, loss_cls: 3.1992, loss: 3.1992, grad_norm: 2.1100 2020-07-25 00:53:53,740 - mmaction - INFO - Epoch [34][640/3757] lr: 9.596e-02, eta: 8 days, 7:51:39, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5500, loss_cls: 3.1898, loss: 3.1898, grad_norm: 2.1753 2020-07-25 00:54:09,637 - mmaction - INFO - Epoch [34][660/3757] lr: 9.596e-02, eta: 8 days, 7:50:26, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.0819, loss: 3.0819, grad_norm: 2.1648 2020-07-25 00:54:25,437 - mmaction - INFO - Epoch [34][680/3757] lr: 9.596e-02, eta: 8 days, 7:49:09, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5531, loss_cls: 3.2125, loss: 3.2125, grad_norm: 2.1902 2020-07-25 00:54:41,308 - mmaction - INFO - Epoch [34][700/3757] lr: 9.596e-02, eta: 8 days, 7:47:54, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5508, loss_cls: 3.2045, loss: 3.2045, grad_norm: 2.1774 2020-07-25 00:54:57,103 - mmaction - INFO - Epoch [34][720/3757] lr: 9.596e-02, eta: 8 days, 7:46:38, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5547, loss_cls: 3.1787, loss: 3.1787, grad_norm: 2.1393 2020-07-25 00:55:12,916 - mmaction - INFO - Epoch [34][740/3757] lr: 9.596e-02, eta: 8 days, 7:45:23, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5500, loss_cls: 3.2502, loss: 3.2502, grad_norm: 2.1597 2020-07-25 00:55:28,868 - mmaction - INFO - Epoch [34][760/3757] lr: 9.596e-02, eta: 8 days, 7:44:13, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5664, loss_cls: 3.1433, loss: 3.1433, grad_norm: 2.1371 2020-07-25 00:55:44,686 - mmaction - INFO - Epoch [34][780/3757] lr: 9.596e-02, eta: 8 days, 7:42:57, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5516, loss_cls: 3.2112, loss: 3.2112, grad_norm: 2.1648 2020-07-25 00:56:00,459 - mmaction - INFO - Epoch [34][800/3757] lr: 9.596e-02, eta: 8 days, 7:41:40, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5680, loss_cls: 3.1758, loss: 3.1758, grad_norm: 2.1108 2020-07-25 00:56:16,305 - mmaction - INFO - Epoch [34][820/3757] lr: 9.596e-02, eta: 8 days, 7:40:26, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5672, loss_cls: 3.1333, loss: 3.1333, grad_norm: 2.0640 2020-07-25 00:56:32,095 - mmaction - INFO - Epoch [34][840/3757] lr: 9.596e-02, eta: 8 days, 7:39:09, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5586, loss_cls: 3.2033, loss: 3.2033, grad_norm: 2.2122 2020-07-25 00:56:47,995 - mmaction - INFO - Epoch [34][860/3757] lr: 9.596e-02, eta: 8 days, 7:37:58, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5609, loss_cls: 3.1767, loss: 3.1767, grad_norm: 2.1721 2020-07-25 00:57:03,821 - mmaction - INFO - Epoch [34][880/3757] lr: 9.596e-02, eta: 8 days, 7:36:43, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5406, loss_cls: 3.2785, loss: 3.2785, grad_norm: 2.1494 2020-07-25 00:57:19,604 - mmaction - INFO - Epoch [34][900/3757] lr: 9.596e-02, eta: 8 days, 7:35:27, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5687, loss_cls: 3.1472, loss: 3.1472, grad_norm: 2.1219 2020-07-25 00:57:35,406 - mmaction - INFO - Epoch [34][920/3757] lr: 9.596e-02, eta: 8 days, 7:34:12, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5680, loss_cls: 3.0402, loss: 3.0402, grad_norm: 2.1067 2020-07-25 00:57:51,187 - mmaction - INFO - Epoch [34][940/3757] lr: 9.596e-02, eta: 8 days, 7:32:56, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5523, loss_cls: 3.2038, loss: 3.2038, grad_norm: 2.1453 2020-07-25 00:58:06,970 - mmaction - INFO - Epoch [34][960/3757] lr: 9.596e-02, eta: 8 days, 7:31:40, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5445, loss_cls: 3.2695, loss: 3.2695, grad_norm: 2.1791 2020-07-25 00:58:22,765 - mmaction - INFO - Epoch [34][980/3757] lr: 9.596e-02, eta: 8 days, 7:30:24, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5703, loss_cls: 3.1710, loss: 3.1710, grad_norm: 2.1806 2020-07-25 00:58:38,579 - mmaction - INFO - Epoch [34][1000/3757] lr: 9.596e-02, eta: 8 days, 7:29:10, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2836, top5_acc: 0.5500, loss_cls: 3.2695, loss: 3.2695, grad_norm: 2.2185 2020-07-25 00:58:54,360 - mmaction - INFO - Epoch [34][1020/3757] lr: 9.596e-02, eta: 8 days, 7:27:54, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5578, loss_cls: 3.1973, loss: 3.1973, grad_norm: 2.1696 2020-07-25 00:59:10,162 - mmaction - INFO - Epoch [34][1040/3757] lr: 9.596e-02, eta: 8 days, 7:26:40, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5648, loss_cls: 3.1308, loss: 3.1308, grad_norm: 2.1513 2020-07-25 00:59:25,969 - mmaction - INFO - Epoch [34][1060/3757] lr: 9.596e-02, eta: 8 days, 7:25:25, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5633, loss_cls: 3.1842, loss: 3.1842, grad_norm: 2.1315 2020-07-25 00:59:41,814 - mmaction - INFO - Epoch [34][1080/3757] lr: 9.596e-02, eta: 8 days, 7:24:13, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5828, loss_cls: 3.0586, loss: 3.0586, grad_norm: 2.1018 2020-07-25 00:59:57,589 - mmaction - INFO - Epoch [34][1100/3757] lr: 9.596e-02, eta: 8 days, 7:22:58, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5437, loss_cls: 3.2311, loss: 3.2311, grad_norm: 2.2478 2020-07-25 01:00:19,172 - mmaction - INFO - Epoch [34][1120/3757] lr: 9.596e-02, eta: 8 days, 7:25:44, time: 1.076, data_time: 0.005, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5742, loss_cls: 3.1406, loss: 3.1406, grad_norm: 2.1419 2020-07-25 01:00:35,002 - mmaction - INFO - Epoch [34][1140/3757] lr: 9.596e-02, eta: 8 days, 7:24:34, time: 0.795, data_time: 0.007, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5516, loss_cls: 3.2528, loss: 3.2528, grad_norm: 2.1302 2020-07-25 01:00:50,910 - mmaction - INFO - Epoch [34][1160/3757] lr: 9.596e-02, eta: 8 days, 7:23:24, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.2820, top5_acc: 0.5664, loss_cls: 3.2017, loss: 3.2017, grad_norm: 2.2282 2020-07-25 01:01:06,683 - mmaction - INFO - Epoch [34][1180/3757] lr: 9.596e-02, eta: 8 days, 7:22:08, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5594, loss_cls: 3.2615, loss: 3.2615, grad_norm: 2.2207 2020-07-25 01:01:22,483 - mmaction - INFO - Epoch [34][1200/3757] lr: 9.596e-02, eta: 8 days, 7:20:54, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5477, loss_cls: 3.2538, loss: 3.2538, grad_norm: 2.1595 2020-07-25 01:01:38,368 - mmaction - INFO - Epoch [34][1220/3757] lr: 9.596e-02, eta: 8 days, 7:19:44, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.2852, top5_acc: 0.5477, loss_cls: 3.3130, loss: 3.3130, grad_norm: 2.1794 2020-07-25 01:01:54,130 - mmaction - INFO - Epoch [34][1240/3757] lr: 9.596e-02, eta: 8 days, 7:18:28, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5445, loss_cls: 3.3170, loss: 3.3170, grad_norm: 2.1448 2020-07-25 01:02:09,939 - mmaction - INFO - Epoch [34][1260/3757] lr: 9.596e-02, eta: 8 days, 7:17:16, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5875, loss_cls: 3.0733, loss: 3.0733, grad_norm: 2.1176 2020-07-25 01:02:25,768 - mmaction - INFO - Epoch [34][1280/3757] lr: 9.596e-02, eta: 8 days, 7:16:03, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5484, loss_cls: 3.2273, loss: 3.2273, grad_norm: 2.1745 2020-07-25 01:02:41,625 - mmaction - INFO - Epoch [34][1300/3757] lr: 9.596e-02, eta: 8 days, 7:14:52, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5633, loss_cls: 3.1368, loss: 3.1368, grad_norm: 2.1154 2020-07-25 01:02:57,508 - mmaction - INFO - Epoch [34][1320/3757] lr: 9.596e-02, eta: 8 days, 7:13:41, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5398, loss_cls: 3.2904, loss: 3.2904, grad_norm: 2.2075 2020-07-25 01:03:13,322 - mmaction - INFO - Epoch [34][1340/3757] lr: 9.596e-02, eta: 8 days, 7:12:29, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5352, loss_cls: 3.2144, loss: 3.2144, grad_norm: 2.2117 2020-07-25 01:03:29,125 - mmaction - INFO - Epoch [34][1360/3757] lr: 9.596e-02, eta: 8 days, 7:11:17, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5492, loss_cls: 3.2098, loss: 3.2098, grad_norm: 2.1517 2020-07-25 01:03:44,902 - mmaction - INFO - Epoch [34][1380/3757] lr: 9.596e-02, eta: 8 days, 7:10:02, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5773, loss_cls: 3.0639, loss: 3.0639, grad_norm: 2.1436 2020-07-25 01:04:00,716 - mmaction - INFO - Epoch [34][1400/3757] lr: 9.596e-02, eta: 8 days, 7:08:51, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5727, loss_cls: 3.1283, loss: 3.1283, grad_norm: 2.1444 2020-07-25 01:04:16,552 - mmaction - INFO - Epoch [34][1420/3757] lr: 9.596e-02, eta: 8 days, 7:07:39, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5797, loss_cls: 3.1497, loss: 3.1497, grad_norm: 2.2060 2020-07-25 01:04:32,371 - mmaction - INFO - Epoch [34][1440/3757] lr: 9.596e-02, eta: 8 days, 7:06:27, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5820, loss_cls: 3.1212, loss: 3.1212, grad_norm: 2.2255 2020-07-25 01:04:48,192 - mmaction - INFO - Epoch [34][1460/3757] lr: 9.596e-02, eta: 8 days, 7:05:16, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5516, loss_cls: 3.2557, loss: 3.2557, grad_norm: 2.1805 2020-07-25 01:05:04,099 - mmaction - INFO - Epoch [34][1480/3757] lr: 9.596e-02, eta: 8 days, 7:04:07, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5563, loss_cls: 3.2657, loss: 3.2657, grad_norm: 2.1799 2020-07-25 01:05:19,777 - mmaction - INFO - Epoch [34][1500/3757] lr: 9.596e-02, eta: 8 days, 7:02:50, time: 0.784, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5758, loss_cls: 3.1367, loss: 3.1367, grad_norm: 2.1747 2020-07-25 01:05:35,667 - mmaction - INFO - Epoch [34][1520/3757] lr: 9.596e-02, eta: 8 days, 7:01:41, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5547, loss_cls: 3.2507, loss: 3.2507, grad_norm: 2.2255 2020-07-25 01:05:51,526 - mmaction - INFO - Epoch [34][1540/3757] lr: 9.596e-02, eta: 8 days, 7:00:32, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2836, top5_acc: 0.5469, loss_cls: 3.2704, loss: 3.2704, grad_norm: 2.1663 2020-07-25 01:06:07,381 - mmaction - INFO - Epoch [34][1560/3757] lr: 9.596e-02, eta: 8 days, 6:59:22, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5703, loss_cls: 3.0986, loss: 3.0986, grad_norm: 2.1382 2020-07-25 01:06:23,127 - mmaction - INFO - Epoch [34][1580/3757] lr: 9.596e-02, eta: 8 days, 6:58:09, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5641, loss_cls: 3.1785, loss: 3.1785, grad_norm: 2.1917 2020-07-25 01:06:38,955 - mmaction - INFO - Epoch [34][1600/3757] lr: 9.596e-02, eta: 8 days, 6:56:57, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5508, loss_cls: 3.2206, loss: 3.2206, grad_norm: 2.1706 2020-07-25 01:06:54,910 - mmaction - INFO - Epoch [34][1620/3757] lr: 9.596e-02, eta: 8 days, 6:55:53, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5414, loss_cls: 3.2754, loss: 3.2754, grad_norm: 2.1835 2020-07-25 01:07:10,647 - mmaction - INFO - Epoch [34][1640/3757] lr: 9.596e-02, eta: 8 days, 6:54:38, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5781, loss_cls: 3.1736, loss: 3.1736, grad_norm: 2.1397 2020-07-25 01:07:26,457 - mmaction - INFO - Epoch [34][1660/3757] lr: 9.596e-02, eta: 8 days, 6:53:27, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5648, loss_cls: 3.1716, loss: 3.1716, grad_norm: 2.1407 2020-07-25 01:07:42,287 - mmaction - INFO - Epoch [34][1680/3757] lr: 9.596e-02, eta: 8 days, 6:52:17, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5398, loss_cls: 3.2472, loss: 3.2472, grad_norm: 2.1627 2020-07-25 01:07:58,150 - mmaction - INFO - Epoch [34][1700/3757] lr: 9.596e-02, eta: 8 days, 6:51:09, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5328, loss_cls: 3.2919, loss: 3.2919, grad_norm: 2.1520 2020-07-25 01:08:13,861 - mmaction - INFO - Epoch [34][1720/3757] lr: 9.596e-02, eta: 8 days, 6:49:53, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5492, loss_cls: 3.2290, loss: 3.2290, grad_norm: 2.1230 2020-07-25 01:08:29,720 - mmaction - INFO - Epoch [34][1740/3757] lr: 9.596e-02, eta: 8 days, 6:48:45, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5672, loss_cls: 3.2044, loss: 3.2044, grad_norm: 2.1591 2020-07-25 01:08:45,519 - mmaction - INFO - Epoch [34][1760/3757] lr: 9.596e-02, eta: 8 days, 6:47:33, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5508, loss_cls: 3.2125, loss: 3.2125, grad_norm: 2.2199 2020-07-25 01:09:01,288 - mmaction - INFO - Epoch [34][1780/3757] lr: 9.596e-02, eta: 8 days, 6:46:23, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5344, loss_cls: 3.2748, loss: 3.2748, grad_norm: 2.2107 2020-07-25 01:09:17,129 - mmaction - INFO - Epoch [34][1800/3757] lr: 9.596e-02, eta: 8 days, 6:45:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5508, loss_cls: 3.2742, loss: 3.2742, grad_norm: 2.2000 2020-07-25 01:09:32,955 - mmaction - INFO - Epoch [34][1820/3757] lr: 9.596e-02, eta: 8 days, 6:44:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5289, loss_cls: 3.2759, loss: 3.2759, grad_norm: 2.2127 2020-07-25 01:09:48,661 - mmaction - INFO - Epoch [34][1840/3757] lr: 9.596e-02, eta: 8 days, 6:42:50, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5539, loss_cls: 3.2429, loss: 3.2429, grad_norm: 2.1099 2020-07-25 01:10:04,538 - mmaction - INFO - Epoch [34][1860/3757] lr: 9.596e-02, eta: 8 days, 6:41:43, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5687, loss_cls: 3.2260, loss: 3.2260, grad_norm: 2.1396 2020-07-25 01:10:20,232 - mmaction - INFO - Epoch [34][1880/3757] lr: 9.596e-02, eta: 8 days, 6:40:28, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5648, loss_cls: 3.1971, loss: 3.1971, grad_norm: 2.1798 2020-07-25 01:10:36,053 - mmaction - INFO - Epoch [34][1900/3757] lr: 9.596e-02, eta: 8 days, 6:39:19, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5586, loss_cls: 3.2186, loss: 3.2186, grad_norm: 2.1836 2020-07-25 01:10:51,889 - mmaction - INFO - Epoch [34][1920/3757] lr: 9.596e-02, eta: 8 days, 6:38:10, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5867, loss_cls: 3.0738, loss: 3.0738, grad_norm: 2.2304 2020-07-25 01:11:07,684 - mmaction - INFO - Epoch [34][1940/3757] lr: 9.596e-02, eta: 8 days, 6:37:00, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5555, loss_cls: 3.2754, loss: 3.2754, grad_norm: 2.2253 2020-07-25 01:11:23,467 - mmaction - INFO - Epoch [34][1960/3757] lr: 9.596e-02, eta: 8 days, 6:35:50, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5648, loss_cls: 3.1903, loss: 3.1903, grad_norm: 2.1698 2020-07-25 01:11:39,253 - mmaction - INFO - Epoch [34][1980/3757] lr: 9.596e-02, eta: 8 days, 6:34:39, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5453, loss_cls: 3.2320, loss: 3.2320, grad_norm: 2.1915 2020-07-25 01:11:55,033 - mmaction - INFO - Epoch [34][2000/3757] lr: 9.596e-02, eta: 8 days, 6:33:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5687, loss_cls: 3.1442, loss: 3.1442, grad_norm: 2.1296 2020-07-25 01:12:10,790 - mmaction - INFO - Epoch [34][2020/3757] lr: 9.596e-02, eta: 8 days, 6:32:17, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5672, loss_cls: 3.1843, loss: 3.1843, grad_norm: 2.1547 2020-07-25 01:12:26,576 - mmaction - INFO - Epoch [34][2040/3757] lr: 9.596e-02, eta: 8 days, 6:31:08, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5523, loss_cls: 3.2097, loss: 3.2097, grad_norm: 2.1978 2020-07-25 01:12:42,353 - mmaction - INFO - Epoch [34][2060/3757] lr: 9.596e-02, eta: 8 days, 6:29:57, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.2475, loss: 3.2475, grad_norm: 2.2112 2020-07-25 01:12:58,124 - mmaction - INFO - Epoch [34][2080/3757] lr: 9.596e-02, eta: 8 days, 6:28:45, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5508, loss_cls: 3.2628, loss: 3.2628, grad_norm: 2.1443 2020-07-25 01:13:13,897 - mmaction - INFO - Epoch [34][2100/3757] lr: 9.596e-02, eta: 8 days, 6:27:37, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5563, loss_cls: 3.2016, loss: 3.2016, grad_norm: 2.0903 2020-07-25 01:13:29,686 - mmaction - INFO - Epoch [34][2120/3757] lr: 9.596e-02, eta: 8 days, 6:26:27, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2820, top5_acc: 0.5328, loss_cls: 3.3327, loss: 3.3327, grad_norm: 2.2049 2020-07-25 01:13:45,587 - mmaction - INFO - Epoch [34][2140/3757] lr: 9.596e-02, eta: 8 days, 6:25:22, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5703, loss_cls: 3.1292, loss: 3.1292, grad_norm: 2.1060 2020-07-25 01:14:01,414 - mmaction - INFO - Epoch [34][2160/3757] lr: 9.596e-02, eta: 8 days, 6:24:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5484, loss_cls: 3.2278, loss: 3.2278, grad_norm: 2.2067 2020-07-25 01:14:17,195 - mmaction - INFO - Epoch [34][2180/3757] lr: 9.596e-02, eta: 8 days, 6:23:05, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5609, loss_cls: 3.2048, loss: 3.2048, grad_norm: 2.1927 2020-07-25 01:14:33,024 - mmaction - INFO - Epoch [34][2200/3757] lr: 9.596e-02, eta: 8 days, 6:21:58, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2844, top5_acc: 0.5375, loss_cls: 3.2785, loss: 3.2785, grad_norm: 2.1917 2020-07-25 01:14:48,827 - mmaction - INFO - Epoch [34][2220/3757] lr: 9.596e-02, eta: 8 days, 6:20:49, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5633, loss_cls: 3.1958, loss: 3.1958, grad_norm: 2.1980 2020-07-25 01:15:04,715 - mmaction - INFO - Epoch [34][2240/3757] lr: 9.596e-02, eta: 8 days, 6:19:45, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5578, loss_cls: 3.2079, loss: 3.2079, grad_norm: 2.1519 2020-07-25 01:15:20,415 - mmaction - INFO - Epoch [34][2260/3757] lr: 9.596e-02, eta: 8 days, 6:18:32, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5563, loss_cls: 3.2495, loss: 3.2495, grad_norm: 2.1899 2020-07-25 01:15:36,188 - mmaction - INFO - Epoch [34][2280/3757] lr: 9.596e-02, eta: 8 days, 6:17:22, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5578, loss_cls: 3.2579, loss: 3.2579, grad_norm: 2.1802 2020-07-25 01:15:51,941 - mmaction - INFO - Epoch [34][2300/3757] lr: 9.596e-02, eta: 8 days, 6:16:13, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5437, loss_cls: 3.2583, loss: 3.2583, grad_norm: 2.1012 2020-07-25 01:16:07,829 - mmaction - INFO - Epoch [34][2320/3757] lr: 9.596e-02, eta: 8 days, 6:15:09, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5430, loss_cls: 3.2673, loss: 3.2673, grad_norm: 2.1071 2020-07-25 01:16:23,669 - mmaction - INFO - Epoch [34][2340/3757] lr: 9.596e-02, eta: 8 days, 6:14:02, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5461, loss_cls: 3.2255, loss: 3.2255, grad_norm: 2.1900 2020-07-25 01:16:39,466 - mmaction - INFO - Epoch [34][2360/3757] lr: 9.596e-02, eta: 8 days, 6:12:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5656, loss_cls: 3.1608, loss: 3.1608, grad_norm: 2.1020 2020-07-25 01:16:55,286 - mmaction - INFO - Epoch [34][2380/3757] lr: 9.596e-02, eta: 8 days, 6:11:47, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5883, loss_cls: 3.0722, loss: 3.0722, grad_norm: 2.1398 2020-07-25 01:17:11,061 - mmaction - INFO - Epoch [34][2400/3757] lr: 9.596e-02, eta: 8 days, 6:10:39, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5680, loss_cls: 3.1961, loss: 3.1961, grad_norm: 2.1973 2020-07-25 01:17:26,852 - mmaction - INFO - Epoch [34][2420/3757] lr: 9.596e-02, eta: 8 days, 6:09:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5719, loss_cls: 3.1552, loss: 3.1552, grad_norm: 2.1975 2020-07-25 01:17:42,639 - mmaction - INFO - Epoch [34][2440/3757] lr: 9.596e-02, eta: 8 days, 6:08:23, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5641, loss_cls: 3.2082, loss: 3.2082, grad_norm: 2.1178 2020-07-25 01:17:58,369 - mmaction - INFO - Epoch [34][2460/3757] lr: 9.596e-02, eta: 8 days, 6:07:13, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5539, loss_cls: 3.2323, loss: 3.2323, grad_norm: 2.1655 2020-07-25 01:18:14,084 - mmaction - INFO - Epoch [34][2480/3757] lr: 9.596e-02, eta: 8 days, 6:06:02, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5508, loss_cls: 3.2446, loss: 3.2446, grad_norm: 2.2055 2020-07-25 01:18:29,824 - mmaction - INFO - Epoch [34][2500/3757] lr: 9.596e-02, eta: 8 days, 6:04:53, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5602, loss_cls: 3.1506, loss: 3.1506, grad_norm: 2.1450 2020-07-25 01:18:45,608 - mmaction - INFO - Epoch [34][2520/3757] lr: 9.596e-02, eta: 8 days, 6:03:45, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.1113, loss: 3.1113, grad_norm: 2.1081 2020-07-25 01:19:01,397 - mmaction - INFO - Epoch [34][2540/3757] lr: 9.596e-02, eta: 8 days, 6:02:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5445, loss_cls: 3.2486, loss: 3.2486, grad_norm: 2.0867 2020-07-25 01:19:17,196 - mmaction - INFO - Epoch [34][2560/3757] lr: 9.596e-02, eta: 8 days, 6:01:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5594, loss_cls: 3.2142, loss: 3.2142, grad_norm: 2.1457 2020-07-25 01:19:32,995 - mmaction - INFO - Epoch [34][2580/3757] lr: 9.596e-02, eta: 8 days, 6:00:24, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5672, loss_cls: 3.1926, loss: 3.1926, grad_norm: 2.1934 2020-07-25 01:19:48,909 - mmaction - INFO - Epoch [34][2600/3757] lr: 9.596e-02, eta: 8 days, 5:59:22, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.2812, top5_acc: 0.5469, loss_cls: 3.3037, loss: 3.3037, grad_norm: 2.1753 2020-07-25 01:20:04,709 - mmaction - INFO - Epoch [34][2620/3757] lr: 9.596e-02, eta: 8 days, 5:58:15, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5563, loss_cls: 3.1922, loss: 3.1922, grad_norm: 2.1059 2020-07-25 01:20:20,493 - mmaction - INFO - Epoch [34][2640/3757] lr: 9.596e-02, eta: 8 days, 5:57:07, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5570, loss_cls: 3.1780, loss: 3.1780, grad_norm: 2.0931 2020-07-25 01:20:36,212 - mmaction - INFO - Epoch [34][2660/3757] lr: 9.596e-02, eta: 8 days, 5:55:59, time: 0.787, data_time: 0.005, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5539, loss_cls: 3.2849, loss: 3.2849, grad_norm: 2.1484 2020-07-25 01:20:51,989 - mmaction - INFO - Epoch [34][2680/3757] lr: 9.596e-02, eta: 8 days, 5:54:52, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5609, loss_cls: 3.1483, loss: 3.1483, grad_norm: 2.1784 2020-07-25 01:21:07,820 - mmaction - INFO - Epoch [34][2700/3757] lr: 9.596e-02, eta: 8 days, 5:53:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5523, loss_cls: 3.1635, loss: 3.1635, grad_norm: 2.1474 2020-07-25 01:21:23,528 - mmaction - INFO - Epoch [34][2720/3757] lr: 9.596e-02, eta: 8 days, 5:52:37, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5633, loss_cls: 3.2252, loss: 3.2252, grad_norm: 2.1467 2020-07-25 01:21:39,256 - mmaction - INFO - Epoch [34][2740/3757] lr: 9.596e-02, eta: 8 days, 5:51:28, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.2781, top5_acc: 0.5219, loss_cls: 3.3188, loss: 3.3188, grad_norm: 2.1583 2020-07-25 01:21:54,969 - mmaction - INFO - Epoch [34][2760/3757] lr: 9.596e-02, eta: 8 days, 5:50:19, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5516, loss_cls: 3.2883, loss: 3.2883, grad_norm: 2.1405 2020-07-25 01:22:10,765 - mmaction - INFO - Epoch [34][2780/3757] lr: 9.596e-02, eta: 8 days, 5:49:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5609, loss_cls: 3.1979, loss: 3.1979, grad_norm: 2.1546 2020-07-25 01:22:26,544 - mmaction - INFO - Epoch [34][2800/3757] lr: 9.596e-02, eta: 8 days, 5:48:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5625, loss_cls: 3.1736, loss: 3.1736, grad_norm: 2.1294 2020-07-25 01:22:42,320 - mmaction - INFO - Epoch [34][2820/3757] lr: 9.596e-02, eta: 8 days, 5:47:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5492, loss_cls: 3.2602, loss: 3.2602, grad_norm: 2.1504 2020-07-25 01:22:58,115 - mmaction - INFO - Epoch [34][2840/3757] lr: 9.596e-02, eta: 8 days, 5:45:54, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5758, loss_cls: 3.1415, loss: 3.1415, grad_norm: 2.1199 2020-07-25 01:23:13,899 - mmaction - INFO - Epoch [34][2860/3757] lr: 9.596e-02, eta: 8 days, 5:44:48, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5477, loss_cls: 3.2618, loss: 3.2618, grad_norm: 2.1726 2020-07-25 01:23:29,675 - mmaction - INFO - Epoch [34][2880/3757] lr: 9.596e-02, eta: 8 days, 5:43:42, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5687, loss_cls: 3.1726, loss: 3.1726, grad_norm: 2.1392 2020-07-25 01:23:45,490 - mmaction - INFO - Epoch [34][2900/3757] lr: 9.596e-02, eta: 8 days, 5:42:38, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5859, loss_cls: 3.1237, loss: 3.1237, grad_norm: 2.1199 2020-07-25 01:24:01,324 - mmaction - INFO - Epoch [34][2920/3757] lr: 9.596e-02, eta: 8 days, 5:41:34, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5594, loss_cls: 3.2063, loss: 3.2063, grad_norm: 2.0884 2020-07-25 01:24:17,157 - mmaction - INFO - Epoch [34][2940/3757] lr: 9.596e-02, eta: 8 days, 5:40:30, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5859, loss_cls: 3.1432, loss: 3.1432, grad_norm: 2.1720 2020-07-25 01:24:32,980 - mmaction - INFO - Epoch [34][2960/3757] lr: 9.596e-02, eta: 8 days, 5:39:26, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5383, loss_cls: 3.3396, loss: 3.3396, grad_norm: 2.2045 2020-07-25 01:24:48,829 - mmaction - INFO - Epoch [34][2980/3757] lr: 9.596e-02, eta: 8 days, 5:38:23, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5398, loss_cls: 3.2491, loss: 3.2491, grad_norm: 2.1803 2020-07-25 01:25:04,707 - mmaction - INFO - Epoch [34][3000/3757] lr: 9.596e-02, eta: 8 days, 5:37:21, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2820, top5_acc: 0.5586, loss_cls: 3.2312, loss: 3.2312, grad_norm: 2.1908 2020-07-25 01:25:20,361 - mmaction - INFO - Epoch [34][3020/3757] lr: 9.596e-02, eta: 8 days, 5:36:11, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5445, loss_cls: 3.2662, loss: 3.2662, grad_norm: 2.1259 2020-07-25 01:25:36,148 - mmaction - INFO - Epoch [34][3040/3757] lr: 9.596e-02, eta: 8 days, 5:35:04, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.0979, loss: 3.0979, grad_norm: 2.1198 2020-07-25 01:25:51,932 - mmaction - INFO - Epoch [34][3060/3757] lr: 9.596e-02, eta: 8 days, 5:34:01, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5477, loss_cls: 3.2097, loss: 3.2097, grad_norm: 2.1062 2020-07-25 01:26:07,727 - mmaction - INFO - Epoch [34][3080/3757] lr: 9.596e-02, eta: 8 days, 5:32:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5641, loss_cls: 3.2350, loss: 3.2350, grad_norm: 2.1717 2020-07-25 01:26:23,479 - mmaction - INFO - Epoch [34][3100/3757] lr: 9.596e-02, eta: 8 days, 5:31:50, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.1206, loss: 3.1206, grad_norm: 2.1590 2020-07-25 01:26:39,351 - mmaction - INFO - Epoch [34][3120/3757] lr: 9.596e-02, eta: 8 days, 5:30:47, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5664, loss_cls: 3.1313, loss: 3.1313, grad_norm: 2.1374 2020-07-25 01:26:55,163 - mmaction - INFO - Epoch [34][3140/3757] lr: 9.596e-02, eta: 8 days, 5:29:44, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5344, loss_cls: 3.2235, loss: 3.2235, grad_norm: 2.1623 2020-07-25 01:27:10,849 - mmaction - INFO - Epoch [34][3160/3757] lr: 9.596e-02, eta: 8 days, 5:28:36, time: 0.784, data_time: 0.002, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5641, loss_cls: 3.1622, loss: 3.1622, grad_norm: 2.1307 2020-07-25 01:27:26,559 - mmaction - INFO - Epoch [34][3180/3757] lr: 9.596e-02, eta: 8 days, 5:27:29, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.2828, top5_acc: 0.5516, loss_cls: 3.2577, loss: 3.2577, grad_norm: 2.1651 2020-07-25 01:27:42,320 - mmaction - INFO - Epoch [34][3200/3757] lr: 9.596e-02, eta: 8 days, 5:26:23, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5742, loss_cls: 3.1310, loss: 3.1310, grad_norm: 2.1560 2020-07-25 01:27:58,131 - mmaction - INFO - Epoch [34][3220/3757] lr: 9.596e-02, eta: 8 days, 5:25:20, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5375, loss_cls: 3.2802, loss: 3.2802, grad_norm: 2.1869 2020-07-25 01:28:13,877 - mmaction - INFO - Epoch [34][3240/3757] lr: 9.596e-02, eta: 8 days, 5:24:14, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5672, loss_cls: 3.1840, loss: 3.1840, grad_norm: 2.1559 2020-07-25 01:28:29,672 - mmaction - INFO - Epoch [34][3260/3757] lr: 9.596e-02, eta: 8 days, 5:23:11, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5555, loss_cls: 3.2197, loss: 3.2197, grad_norm: 2.1327 2020-07-25 01:28:45,439 - mmaction - INFO - Epoch [34][3280/3757] lr: 9.596e-02, eta: 8 days, 5:22:06, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5414, loss_cls: 3.2526, loss: 3.2526, grad_norm: 2.1841 2020-07-25 01:29:01,287 - mmaction - INFO - Epoch [34][3300/3757] lr: 9.596e-02, eta: 8 days, 5:21:03, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5469, loss_cls: 3.2376, loss: 3.2376, grad_norm: 2.1556 2020-07-25 01:29:17,068 - mmaction - INFO - Epoch [34][3320/3757] lr: 9.596e-02, eta: 8 days, 5:19:59, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5453, loss_cls: 3.2509, loss: 3.2509, grad_norm: 2.0547 2020-07-25 01:29:32,836 - mmaction - INFO - Epoch [34][3340/3757] lr: 9.596e-02, eta: 8 days, 5:18:56, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5961, loss_cls: 3.0825, loss: 3.0825, grad_norm: 2.0846 2020-07-25 01:29:48,621 - mmaction - INFO - Epoch [34][3360/3757] lr: 9.596e-02, eta: 8 days, 5:17:52, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5258, loss_cls: 3.2126, loss: 3.2126, grad_norm: 2.2378 2020-07-25 01:30:04,385 - mmaction - INFO - Epoch [34][3380/3757] lr: 9.596e-02, eta: 8 days, 5:16:47, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5547, loss_cls: 3.1629, loss: 3.1629, grad_norm: 2.1303 2020-07-25 01:30:20,087 - mmaction - INFO - Epoch [34][3400/3757] lr: 9.596e-02, eta: 8 days, 5:15:40, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.2797, top5_acc: 0.5406, loss_cls: 3.3016, loss: 3.3016, grad_norm: 2.1880 2020-07-25 01:30:35,865 - mmaction - INFO - Epoch [34][3420/3757] lr: 9.596e-02, eta: 8 days, 5:14:37, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5523, loss_cls: 3.2487, loss: 3.2487, grad_norm: 2.1408 2020-07-25 01:30:51,747 - mmaction - INFO - Epoch [34][3440/3757] lr: 9.596e-02, eta: 8 days, 5:13:37, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5695, loss_cls: 3.1389, loss: 3.1389, grad_norm: 2.1710 2020-07-25 01:31:07,437 - mmaction - INFO - Epoch [34][3460/3757] lr: 9.596e-02, eta: 8 days, 5:12:30, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5508, loss_cls: 3.2633, loss: 3.2633, grad_norm: 2.1572 2020-07-25 01:31:23,171 - mmaction - INFO - Epoch [34][3480/3757] lr: 9.596e-02, eta: 8 days, 5:11:25, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5586, loss_cls: 3.1945, loss: 3.1945, grad_norm: 2.2005 2020-07-25 01:31:38,920 - mmaction - INFO - Epoch [34][3500/3757] lr: 9.596e-02, eta: 8 days, 5:10:21, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.2491, loss: 3.2491, grad_norm: 2.2277 2020-07-25 01:31:54,691 - mmaction - INFO - Epoch [34][3520/3757] lr: 9.596e-02, eta: 8 days, 5:09:17, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5555, loss_cls: 3.2950, loss: 3.2950, grad_norm: 2.1106 2020-07-25 01:32:10,425 - mmaction - INFO - Epoch [34][3540/3757] lr: 9.596e-02, eta: 8 days, 5:08:12, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5492, loss_cls: 3.2502, loss: 3.2502, grad_norm: 2.1299 2020-07-25 01:32:26,253 - mmaction - INFO - Epoch [34][3560/3757] lr: 9.596e-02, eta: 8 days, 5:07:11, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5664, loss_cls: 3.1873, loss: 3.1873, grad_norm: 2.1761 2020-07-25 01:32:42,116 - mmaction - INFO - Epoch [34][3580/3757] lr: 9.596e-02, eta: 8 days, 5:06:10, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.1167, loss: 3.1167, grad_norm: 2.1741 2020-07-25 01:32:58,021 - mmaction - INFO - Epoch [34][3600/3757] lr: 9.596e-02, eta: 8 days, 5:05:13, time: 0.797, data_time: 0.005, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5469, loss_cls: 3.2642, loss: 3.2642, grad_norm: 2.1574 2020-07-25 01:33:13,914 - mmaction - INFO - Epoch [34][3620/3757] lr: 9.596e-02, eta: 8 days, 5:04:14, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5883, loss_cls: 3.1301, loss: 3.1301, grad_norm: 2.1482 2020-07-25 01:33:29,683 - mmaction - INFO - Epoch [34][3640/3757] lr: 9.596e-02, eta: 8 days, 5:03:11, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2859, top5_acc: 0.5383, loss_cls: 3.2847, loss: 3.2847, grad_norm: 2.2099 2020-07-25 01:33:45,456 - mmaction - INFO - Epoch [34][3660/3757] lr: 9.596e-02, eta: 8 days, 5:02:08, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5555, loss_cls: 3.1857, loss: 3.1857, grad_norm: 2.1130 2020-07-25 01:34:01,211 - mmaction - INFO - Epoch [34][3680/3757] lr: 9.596e-02, eta: 8 days, 5:01:05, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2742, top5_acc: 0.5609, loss_cls: 3.2592, loss: 3.2592, grad_norm: 2.2267 2020-07-25 01:34:16,970 - mmaction - INFO - Epoch [34][3700/3757] lr: 9.596e-02, eta: 8 days, 5:00:01, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5367, loss_cls: 3.2931, loss: 3.2931, grad_norm: 2.1087 2020-07-25 01:34:32,761 - mmaction - INFO - Epoch [34][3720/3757] lr: 9.596e-02, eta: 8 days, 4:58:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5609, loss_cls: 3.1489, loss: 3.1489, grad_norm: 2.1236 2020-07-25 01:34:48,544 - mmaction - INFO - Epoch [34][3740/3757] lr: 9.596e-02, eta: 8 days, 4:57:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2789, top5_acc: 0.5500, loss_cls: 3.2398, loss: 3.2398, grad_norm: 2.1888 2020-07-25 01:38:05,689 - mmaction - INFO - Epoch [35][20/3757] lr: 9.571e-02, eta: 8 days, 6:27:05, time: 8.849, data_time: 7.946, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.2155, loss: 3.2155, grad_norm: 2.1314 2020-07-25 01:38:21,419 - mmaction - INFO - Epoch [35][40/3757] lr: 9.571e-02, eta: 8 days, 6:25:56, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5711, loss_cls: 3.0793, loss: 3.0793, grad_norm: 2.1167 2020-07-25 01:38:37,254 - mmaction - INFO - Epoch [35][60/3757] lr: 9.571e-02, eta: 8 days, 6:24:51, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5766, loss_cls: 3.0877, loss: 3.0877, grad_norm: 2.1960 2020-07-25 01:38:53,049 - mmaction - INFO - Epoch [35][80/3757] lr: 9.571e-02, eta: 8 days, 6:23:45, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5727, loss_cls: 3.1704, loss: 3.1704, grad_norm: 2.2077 2020-07-25 01:39:08,893 - mmaction - INFO - Epoch [35][100/3757] lr: 9.571e-02, eta: 8 days, 6:22:41, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5602, loss_cls: 3.1958, loss: 3.1958, grad_norm: 2.2161 2020-07-25 01:39:24,653 - mmaction - INFO - Epoch [35][120/3757] lr: 9.571e-02, eta: 8 days, 6:21:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5633, loss_cls: 3.1712, loss: 3.1712, grad_norm: 2.1238 2020-07-25 01:39:40,430 - mmaction - INFO - Epoch [35][140/3757] lr: 9.571e-02, eta: 8 days, 6:20:27, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5664, loss_cls: 3.1604, loss: 3.1604, grad_norm: 2.1693 2020-07-25 01:39:56,196 - mmaction - INFO - Epoch [35][160/3757] lr: 9.571e-02, eta: 8 days, 6:19:19, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5789, loss_cls: 3.0991, loss: 3.0991, grad_norm: 2.0942 2020-07-25 01:40:12,002 - mmaction - INFO - Epoch [35][180/3757] lr: 9.571e-02, eta: 8 days, 6:18:14, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5625, loss_cls: 3.1548, loss: 3.1548, grad_norm: 2.1605 2020-07-25 01:40:27,791 - mmaction - INFO - Epoch [35][200/3757] lr: 9.571e-02, eta: 8 days, 6:17:08, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5680, loss_cls: 3.1323, loss: 3.1323, grad_norm: 2.1665 2020-07-25 01:40:43,542 - mmaction - INFO - Epoch [35][220/3757] lr: 9.571e-02, eta: 8 days, 6:16:01, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5305, loss_cls: 3.2250, loss: 3.2250, grad_norm: 2.2453 2020-07-25 01:40:59,315 - mmaction - INFO - Epoch [35][240/3757] lr: 9.571e-02, eta: 8 days, 6:14:54, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5797, loss_cls: 3.0784, loss: 3.0784, grad_norm: 2.1860 2020-07-25 01:41:15,212 - mmaction - INFO - Epoch [35][260/3757] lr: 9.571e-02, eta: 8 days, 6:13:52, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5594, loss_cls: 3.1751, loss: 3.1751, grad_norm: 2.1459 2020-07-25 01:41:31,002 - mmaction - INFO - Epoch [35][280/3757] lr: 9.571e-02, eta: 8 days, 6:12:46, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5703, loss_cls: 3.1370, loss: 3.1370, grad_norm: 2.1232 2020-07-25 01:41:46,816 - mmaction - INFO - Epoch [35][300/3757] lr: 9.571e-02, eta: 8 days, 6:11:42, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5539, loss_cls: 3.1339, loss: 3.1339, grad_norm: 2.1612 2020-07-25 01:42:02,657 - mmaction - INFO - Epoch [35][320/3757] lr: 9.571e-02, eta: 8 days, 6:10:37, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5969, loss_cls: 3.1291, loss: 3.1291, grad_norm: 2.1602 2020-07-25 01:42:18,414 - mmaction - INFO - Epoch [35][340/3757] lr: 9.571e-02, eta: 8 days, 6:09:32, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5641, loss_cls: 3.2259, loss: 3.2259, grad_norm: 2.1803 2020-07-25 01:42:34,173 - mmaction - INFO - Epoch [35][360/3757] lr: 9.571e-02, eta: 8 days, 6:08:26, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5500, loss_cls: 3.2577, loss: 3.2577, grad_norm: 2.2188 2020-07-25 01:42:49,978 - mmaction - INFO - Epoch [35][380/3757] lr: 9.571e-02, eta: 8 days, 6:07:21, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5477, loss_cls: 3.2591, loss: 3.2591, grad_norm: 2.1177 2020-07-25 01:43:05,803 - mmaction - INFO - Epoch [35][400/3757] lr: 9.571e-02, eta: 8 days, 6:06:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5695, loss_cls: 3.1583, loss: 3.1583, grad_norm: 2.1410 2020-07-25 01:43:21,590 - mmaction - INFO - Epoch [35][420/3757] lr: 9.571e-02, eta: 8 days, 6:05:12, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5531, loss_cls: 3.2296, loss: 3.2296, grad_norm: 2.1751 2020-07-25 01:43:37,400 - mmaction - INFO - Epoch [35][440/3757] lr: 9.571e-02, eta: 8 days, 6:04:08, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5453, loss_cls: 3.2216, loss: 3.2216, grad_norm: 2.1847 2020-07-25 01:43:53,165 - mmaction - INFO - Epoch [35][460/3757] lr: 9.571e-02, eta: 8 days, 6:03:02, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5523, loss_cls: 3.2402, loss: 3.2402, grad_norm: 2.1781 2020-07-25 01:44:08,987 - mmaction - INFO - Epoch [35][480/3757] lr: 9.571e-02, eta: 8 days, 6:01:57, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5570, loss_cls: 3.2359, loss: 3.2359, grad_norm: 2.1670 2020-07-25 01:44:24,773 - mmaction - INFO - Epoch [35][500/3757] lr: 9.571e-02, eta: 8 days, 6:00:53, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5547, loss_cls: 3.2325, loss: 3.2325, grad_norm: 2.1280 2020-07-25 01:44:40,633 - mmaction - INFO - Epoch [35][520/3757] lr: 9.571e-02, eta: 8 days, 5:59:51, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5461, loss_cls: 3.2073, loss: 3.2073, grad_norm: 2.1236 2020-07-25 01:44:56,396 - mmaction - INFO - Epoch [35][540/3757] lr: 9.571e-02, eta: 8 days, 5:58:46, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5625, loss_cls: 3.1659, loss: 3.1659, grad_norm: 2.1390 2020-07-25 01:45:12,243 - mmaction - INFO - Epoch [35][560/3757] lr: 9.571e-02, eta: 8 days, 5:57:43, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5664, loss_cls: 3.1535, loss: 3.1535, grad_norm: 2.2037 2020-07-25 01:45:28,169 - mmaction - INFO - Epoch [35][580/3757] lr: 9.571e-02, eta: 8 days, 5:56:44, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5930, loss_cls: 3.1206, loss: 3.1206, grad_norm: 2.1780 2020-07-25 01:45:44,052 - mmaction - INFO - Epoch [35][600/3757] lr: 9.571e-02, eta: 8 days, 5:55:43, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5531, loss_cls: 3.2110, loss: 3.2110, grad_norm: 2.1545 2020-07-25 01:45:59,865 - mmaction - INFO - Epoch [35][620/3757] lr: 9.571e-02, eta: 8 days, 5:54:40, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5555, loss_cls: 3.1643, loss: 3.1643, grad_norm: 2.1418 2020-07-25 01:46:15,738 - mmaction - INFO - Epoch [35][640/3757] lr: 9.571e-02, eta: 8 days, 5:53:39, time: 0.794, data_time: 0.002, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5633, loss_cls: 3.1877, loss: 3.1877, grad_norm: 2.1706 2020-07-25 01:46:31,556 - mmaction - INFO - Epoch [35][660/3757] lr: 9.571e-02, eta: 8 days, 5:52:36, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5695, loss_cls: 3.1631, loss: 3.1631, grad_norm: 2.1704 2020-07-25 01:46:47,414 - mmaction - INFO - Epoch [35][680/3757] lr: 9.571e-02, eta: 8 days, 5:51:33, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5680, loss_cls: 3.2234, loss: 3.2234, grad_norm: 2.2038 2020-07-25 01:47:03,194 - mmaction - INFO - Epoch [35][700/3757] lr: 9.571e-02, eta: 8 days, 5:50:30, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5539, loss_cls: 3.1891, loss: 3.1891, grad_norm: 2.0978 2020-07-25 01:47:18,947 - mmaction - INFO - Epoch [35][720/3757] lr: 9.571e-02, eta: 8 days, 5:49:25, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5398, loss_cls: 3.2882, loss: 3.2882, grad_norm: 2.1744 2020-07-25 01:47:34,740 - mmaction - INFO - Epoch [35][740/3757] lr: 9.571e-02, eta: 8 days, 5:48:21, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5648, loss_cls: 3.2265, loss: 3.2265, grad_norm: 2.1598 2020-07-25 01:47:50,613 - mmaction - INFO - Epoch [35][760/3757] lr: 9.571e-02, eta: 8 days, 5:47:20, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5570, loss_cls: 3.1659, loss: 3.1659, grad_norm: 2.1850 2020-07-25 01:48:06,449 - mmaction - INFO - Epoch [35][780/3757] lr: 9.571e-02, eta: 8 days, 5:46:18, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5625, loss_cls: 3.1680, loss: 3.1680, grad_norm: 2.1738 2020-07-25 01:48:22,129 - mmaction - INFO - Epoch [35][800/3757] lr: 9.571e-02, eta: 8 days, 5:45:11, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5695, loss_cls: 3.1501, loss: 3.1501, grad_norm: 2.1093 2020-07-25 01:48:37,949 - mmaction - INFO - Epoch [35][820/3757] lr: 9.571e-02, eta: 8 days, 5:44:08, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5734, loss_cls: 3.1579, loss: 3.1579, grad_norm: 2.2253 2020-07-25 01:48:53,792 - mmaction - INFO - Epoch [35][840/3757] lr: 9.571e-02, eta: 8 days, 5:43:08, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5711, loss_cls: 3.1201, loss: 3.1201, grad_norm: 2.1829 2020-07-25 01:49:09,624 - mmaction - INFO - Epoch [35][860/3757] lr: 9.571e-02, eta: 8 days, 5:42:06, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5672, loss_cls: 3.1938, loss: 3.1938, grad_norm: 2.1992 2020-07-25 01:49:25,451 - mmaction - INFO - Epoch [35][880/3757] lr: 9.571e-02, eta: 8 days, 5:41:03, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5437, loss_cls: 3.2351, loss: 3.2351, grad_norm: 2.1345 2020-07-25 01:49:41,212 - mmaction - INFO - Epoch [35][900/3757] lr: 9.571e-02, eta: 8 days, 5:40:00, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5586, loss_cls: 3.1530, loss: 3.1530, grad_norm: 2.0831 2020-07-25 01:49:57,043 - mmaction - INFO - Epoch [35][920/3757] lr: 9.571e-02, eta: 8 days, 5:38:58, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5570, loss_cls: 3.2171, loss: 3.2171, grad_norm: 2.1757 2020-07-25 01:50:12,822 - mmaction - INFO - Epoch [35][940/3757] lr: 9.571e-02, eta: 8 days, 5:37:55, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5672, loss_cls: 3.1534, loss: 3.1534, grad_norm: 2.1151 2020-07-25 01:50:28,612 - mmaction - INFO - Epoch [35][960/3757] lr: 9.571e-02, eta: 8 days, 5:36:52, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5586, loss_cls: 3.2005, loss: 3.2005, grad_norm: 2.1393 2020-07-25 01:50:44,377 - mmaction - INFO - Epoch [35][980/3757] lr: 9.571e-02, eta: 8 days, 5:35:48, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5453, loss_cls: 3.2453, loss: 3.2453, grad_norm: 2.1500 2020-07-25 01:51:00,159 - mmaction - INFO - Epoch [35][1000/3757] lr: 9.571e-02, eta: 8 days, 5:34:46, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5914, loss_cls: 3.0934, loss: 3.0934, grad_norm: 2.0890 2020-07-25 01:51:15,938 - mmaction - INFO - Epoch [35][1020/3757] lr: 9.571e-02, eta: 8 days, 5:33:43, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5391, loss_cls: 3.2723, loss: 3.2723, grad_norm: 2.2045 2020-07-25 01:51:31,677 - mmaction - INFO - Epoch [35][1040/3757] lr: 9.571e-02, eta: 8 days, 5:32:39, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5844, loss_cls: 3.0741, loss: 3.0741, grad_norm: 2.1040 2020-07-25 01:51:47,511 - mmaction - INFO - Epoch [35][1060/3757] lr: 9.571e-02, eta: 8 days, 5:31:37, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5867, loss_cls: 3.0679, loss: 3.0679, grad_norm: 2.1414 2020-07-25 01:52:03,338 - mmaction - INFO - Epoch [35][1080/3757] lr: 9.571e-02, eta: 8 days, 5:30:36, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5500, loss_cls: 3.2261, loss: 3.2261, grad_norm: 2.2231 2020-07-25 01:52:19,136 - mmaction - INFO - Epoch [35][1100/3757] lr: 9.571e-02, eta: 8 days, 5:29:35, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5648, loss_cls: 3.1772, loss: 3.1772, grad_norm: 2.1645 2020-07-25 01:52:34,930 - mmaction - INFO - Epoch [35][1120/3757] lr: 9.571e-02, eta: 8 days, 5:28:32, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5586, loss_cls: 3.1697, loss: 3.1697, grad_norm: 2.1736 2020-07-25 01:52:50,696 - mmaction - INFO - Epoch [35][1140/3757] lr: 9.571e-02, eta: 8 days, 5:27:29, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5820, loss_cls: 3.1421, loss: 3.1421, grad_norm: 2.1700 2020-07-25 01:53:06,492 - mmaction - INFO - Epoch [35][1160/3757] lr: 9.571e-02, eta: 8 days, 5:26:28, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5484, loss_cls: 3.2758, loss: 3.2758, grad_norm: 2.1826 2020-07-25 01:53:22,333 - mmaction - INFO - Epoch [35][1180/3757] lr: 9.571e-02, eta: 8 days, 5:25:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5695, loss_cls: 3.1118, loss: 3.1118, grad_norm: 2.1676 2020-07-25 01:53:38,149 - mmaction - INFO - Epoch [35][1200/3757] lr: 9.571e-02, eta: 8 days, 5:24:27, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5484, loss_cls: 3.2477, loss: 3.2477, grad_norm: 2.1703 2020-07-25 01:53:54,034 - mmaction - INFO - Epoch [35][1220/3757] lr: 9.571e-02, eta: 8 days, 5:23:28, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5555, loss_cls: 3.2568, loss: 3.2568, grad_norm: 2.0958 2020-07-25 01:54:09,888 - mmaction - INFO - Epoch [35][1240/3757] lr: 9.571e-02, eta: 8 days, 5:22:28, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5609, loss_cls: 3.2177, loss: 3.2177, grad_norm: 2.1140 2020-07-25 01:54:25,650 - mmaction - INFO - Epoch [35][1260/3757] lr: 9.571e-02, eta: 8 days, 5:21:26, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5719, loss_cls: 3.1183, loss: 3.1183, grad_norm: 2.1715 2020-07-25 01:54:41,445 - mmaction - INFO - Epoch [35][1280/3757] lr: 9.571e-02, eta: 8 days, 5:20:25, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.1771, loss: 3.1771, grad_norm: 2.1510 2020-07-25 01:54:57,177 - mmaction - INFO - Epoch [35][1300/3757] lr: 9.571e-02, eta: 8 days, 5:19:21, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.2474, loss: 3.2474, grad_norm: 2.1601 2020-07-25 01:55:12,991 - mmaction - INFO - Epoch [35][1320/3757] lr: 9.571e-02, eta: 8 days, 5:18:20, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5828, loss_cls: 3.1361, loss: 3.1361, grad_norm: 2.1388 2020-07-25 01:55:28,772 - mmaction - INFO - Epoch [35][1340/3757] lr: 9.571e-02, eta: 8 days, 5:17:19, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5484, loss_cls: 3.2111, loss: 3.2111, grad_norm: 2.1792 2020-07-25 01:55:44,567 - mmaction - INFO - Epoch [35][1360/3757] lr: 9.571e-02, eta: 8 days, 5:16:18, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5742, loss_cls: 3.1476, loss: 3.1476, grad_norm: 2.1372 2020-07-25 01:56:00,339 - mmaction - INFO - Epoch [35][1380/3757] lr: 9.571e-02, eta: 8 days, 5:15:16, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5578, loss_cls: 3.2092, loss: 3.2092, grad_norm: 2.0999 2020-07-25 01:56:16,165 - mmaction - INFO - Epoch [35][1400/3757] lr: 9.571e-02, eta: 8 days, 5:14:16, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5727, loss_cls: 3.1441, loss: 3.1441, grad_norm: 2.1736 2020-07-25 01:56:32,014 - mmaction - INFO - Epoch [35][1420/3757] lr: 9.571e-02, eta: 8 days, 5:13:17, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5695, loss_cls: 3.1770, loss: 3.1770, grad_norm: 2.1899 2020-07-25 01:56:47,769 - mmaction - INFO - Epoch [35][1440/3757] lr: 9.571e-02, eta: 8 days, 5:12:15, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5625, loss_cls: 3.1637, loss: 3.1637, grad_norm: 2.1909 2020-07-25 01:57:03,614 - mmaction - INFO - Epoch [35][1460/3757] lr: 9.571e-02, eta: 8 days, 5:11:16, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5563, loss_cls: 3.2257, loss: 3.2257, grad_norm: 2.1736 2020-07-25 01:57:19,401 - mmaction - INFO - Epoch [35][1480/3757] lr: 9.571e-02, eta: 8 days, 5:10:15, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5516, loss_cls: 3.2168, loss: 3.2168, grad_norm: 2.1298 2020-07-25 01:57:35,229 - mmaction - INFO - Epoch [35][1500/3757] lr: 9.571e-02, eta: 8 days, 5:09:16, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5687, loss_cls: 3.1687, loss: 3.1687, grad_norm: 2.1177 2020-07-25 01:57:51,020 - mmaction - INFO - Epoch [35][1520/3757] lr: 9.571e-02, eta: 8 days, 5:08:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5750, loss_cls: 3.1125, loss: 3.1125, grad_norm: 2.1462 2020-07-25 01:58:06,831 - mmaction - INFO - Epoch [35][1540/3757] lr: 9.571e-02, eta: 8 days, 5:07:16, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5734, loss_cls: 3.1780, loss: 3.1780, grad_norm: 2.1894 2020-07-25 01:58:22,631 - mmaction - INFO - Epoch [35][1560/3757] lr: 9.571e-02, eta: 8 days, 5:06:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5734, loss_cls: 3.2198, loss: 3.2198, grad_norm: 2.1531 2020-07-25 01:58:38,426 - mmaction - INFO - Epoch [35][1580/3757] lr: 9.571e-02, eta: 8 days, 5:05:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5617, loss_cls: 3.1833, loss: 3.1833, grad_norm: 2.1399 2020-07-25 01:58:54,288 - mmaction - INFO - Epoch [35][1600/3757] lr: 9.571e-02, eta: 8 days, 5:04:17, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5437, loss_cls: 3.2809, loss: 3.2809, grad_norm: 2.2627 2020-07-25 01:59:10,095 - mmaction - INFO - Epoch [35][1620/3757] lr: 9.571e-02, eta: 8 days, 5:03:17, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5523, loss_cls: 3.2357, loss: 3.2357, grad_norm: 2.1293 2020-07-25 01:59:25,942 - mmaction - INFO - Epoch [35][1640/3757] lr: 9.571e-02, eta: 8 days, 5:02:19, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.2789, top5_acc: 0.5211, loss_cls: 3.3320, loss: 3.3320, grad_norm: 2.1431 2020-07-25 01:59:41,698 - mmaction - INFO - Epoch [35][1660/3757] lr: 9.571e-02, eta: 8 days, 5:01:18, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5547, loss_cls: 3.1744, loss: 3.1744, grad_norm: 2.1158 2020-07-25 01:59:57,613 - mmaction - INFO - Epoch [35][1680/3757] lr: 9.571e-02, eta: 8 days, 5:00:22, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5219, loss_cls: 3.3600, loss: 3.3600, grad_norm: 2.1345 2020-07-25 02:00:19,089 - mmaction - INFO - Epoch [35][1700/3757] lr: 9.571e-02, eta: 8 days, 5:02:36, time: 1.071, data_time: 0.005, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5469, loss_cls: 3.2383, loss: 3.2383, grad_norm: 2.1164 2020-07-25 02:00:34,953 - mmaction - INFO - Epoch [35][1720/3757] lr: 9.571e-02, eta: 8 days, 5:01:40, time: 0.796, data_time: 0.006, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5930, loss_cls: 3.0767, loss: 3.0767, grad_norm: 2.1003 2020-07-25 02:00:50,679 - mmaction - INFO - Epoch [35][1740/3757] lr: 9.571e-02, eta: 8 days, 5:00:38, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5766, loss_cls: 3.1596, loss: 3.1596, grad_norm: 2.2107 2020-07-25 02:01:06,504 - mmaction - INFO - Epoch [35][1760/3757] lr: 9.571e-02, eta: 8 days, 4:59:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2844, top5_acc: 0.5602, loss_cls: 3.2211, loss: 3.2211, grad_norm: 2.2482 2020-07-25 02:01:22,399 - mmaction - INFO - Epoch [35][1780/3757] lr: 9.571e-02, eta: 8 days, 4:58:43, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5648, loss_cls: 3.2045, loss: 3.2045, grad_norm: 2.2226 2020-07-25 02:01:38,225 - mmaction - INFO - Epoch [35][1800/3757] lr: 9.571e-02, eta: 8 days, 4:57:44, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5477, loss_cls: 3.2136, loss: 3.2136, grad_norm: 2.2159 2020-07-25 02:01:54,014 - mmaction - INFO - Epoch [35][1820/3757] lr: 9.571e-02, eta: 8 days, 4:56:44, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5469, loss_cls: 3.2780, loss: 3.2780, grad_norm: 2.1390 2020-07-25 02:02:09,927 - mmaction - INFO - Epoch [35][1840/3757] lr: 9.571e-02, eta: 8 days, 4:55:48, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5641, loss_cls: 3.2207, loss: 3.2207, grad_norm: 2.1731 2020-07-25 02:02:25,698 - mmaction - INFO - Epoch [35][1860/3757] lr: 9.571e-02, eta: 8 days, 4:54:49, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5594, loss_cls: 3.2043, loss: 3.2043, grad_norm: 2.1535 2020-07-25 02:02:41,462 - mmaction - INFO - Epoch [35][1880/3757] lr: 9.571e-02, eta: 8 days, 4:53:48, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5719, loss_cls: 3.1599, loss: 3.1599, grad_norm: 2.1597 2020-07-25 02:02:57,227 - mmaction - INFO - Epoch [35][1900/3757] lr: 9.571e-02, eta: 8 days, 4:52:48, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5391, loss_cls: 3.2325, loss: 3.2325, grad_norm: 2.1451 2020-07-25 02:03:12,975 - mmaction - INFO - Epoch [35][1920/3757] lr: 9.571e-02, eta: 8 days, 4:51:47, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5875, loss_cls: 3.0988, loss: 3.0988, grad_norm: 2.1639 2020-07-25 02:03:28,763 - mmaction - INFO - Epoch [35][1940/3757] lr: 9.571e-02, eta: 8 days, 4:50:48, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2852, top5_acc: 0.5586, loss_cls: 3.2284, loss: 3.2284, grad_norm: 2.2272 2020-07-25 02:03:44,525 - mmaction - INFO - Epoch [35][1960/3757] lr: 9.571e-02, eta: 8 days, 4:49:47, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5531, loss_cls: 3.1403, loss: 3.1403, grad_norm: 2.1485 2020-07-25 02:04:00,289 - mmaction - INFO - Epoch [35][1980/3757] lr: 9.571e-02, eta: 8 days, 4:48:47, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5570, loss_cls: 3.2500, loss: 3.2500, grad_norm: 2.1639 2020-07-25 02:04:16,033 - mmaction - INFO - Epoch [35][2000/3757] lr: 9.571e-02, eta: 8 days, 4:47:47, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5477, loss_cls: 3.2514, loss: 3.2514, grad_norm: 2.1951 2020-07-25 02:04:31,806 - mmaction - INFO - Epoch [35][2020/3757] lr: 9.571e-02, eta: 8 days, 4:46:47, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5648, loss_cls: 3.1722, loss: 3.1722, grad_norm: 2.1943 2020-07-25 02:04:47,543 - mmaction - INFO - Epoch [35][2040/3757] lr: 9.571e-02, eta: 8 days, 4:45:46, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5859, loss_cls: 3.0950, loss: 3.0950, grad_norm: 2.2115 2020-07-25 02:05:03,384 - mmaction - INFO - Epoch [35][2060/3757] lr: 9.571e-02, eta: 8 days, 4:44:49, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5625, loss_cls: 3.2035, loss: 3.2035, grad_norm: 2.2081 2020-07-25 02:05:19,059 - mmaction - INFO - Epoch [35][2080/3757] lr: 9.571e-02, eta: 8 days, 4:43:47, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5516, loss_cls: 3.1908, loss: 3.1908, grad_norm: 2.1342 2020-07-25 02:05:34,908 - mmaction - INFO - Epoch [35][2100/3757] lr: 9.571e-02, eta: 8 days, 4:42:50, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5813, loss_cls: 3.1629, loss: 3.1629, grad_norm: 2.2007 2020-07-25 02:05:50,687 - mmaction - INFO - Epoch [35][2120/3757] lr: 9.571e-02, eta: 8 days, 4:41:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5484, loss_cls: 3.1938, loss: 3.1938, grad_norm: 2.2126 2020-07-25 02:06:06,438 - mmaction - INFO - Epoch [35][2140/3757] lr: 9.571e-02, eta: 8 days, 4:40:51, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5680, loss_cls: 3.1398, loss: 3.1398, grad_norm: 2.1386 2020-07-25 02:06:22,244 - mmaction - INFO - Epoch [35][2160/3757] lr: 9.571e-02, eta: 8 days, 4:39:53, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5547, loss_cls: 3.2243, loss: 3.2243, grad_norm: 2.1936 2020-07-25 02:06:38,018 - mmaction - INFO - Epoch [35][2180/3757] lr: 9.571e-02, eta: 8 days, 4:38:53, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2828, top5_acc: 0.5305, loss_cls: 3.2926, loss: 3.2926, grad_norm: 2.1635 2020-07-25 02:06:53,900 - mmaction - INFO - Epoch [35][2200/3757] lr: 9.571e-02, eta: 8 days, 4:37:59, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5383, loss_cls: 3.3511, loss: 3.3511, grad_norm: 2.1744 2020-07-25 02:07:09,726 - mmaction - INFO - Epoch [35][2220/3757] lr: 9.571e-02, eta: 8 days, 4:37:01, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.1964, loss: 3.1964, grad_norm: 2.1646 2020-07-25 02:07:25,562 - mmaction - INFO - Epoch [35][2240/3757] lr: 9.571e-02, eta: 8 days, 4:36:05, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2820, top5_acc: 0.5250, loss_cls: 3.3151, loss: 3.3151, grad_norm: 2.1140 2020-07-25 02:07:41,497 - mmaction - INFO - Epoch [35][2260/3757] lr: 9.571e-02, eta: 8 days, 4:35:10, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5781, loss_cls: 3.1262, loss: 3.1262, grad_norm: 2.1162 2020-07-25 02:07:57,345 - mmaction - INFO - Epoch [35][2280/3757] lr: 9.571e-02, eta: 8 days, 4:34:15, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5391, loss_cls: 3.2488, loss: 3.2488, grad_norm: 2.1490 2020-07-25 02:08:13,183 - mmaction - INFO - Epoch [35][2300/3757] lr: 9.571e-02, eta: 8 days, 4:33:19, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5437, loss_cls: 3.2446, loss: 3.2446, grad_norm: 2.1687 2020-07-25 02:08:28,977 - mmaction - INFO - Epoch [35][2320/3757] lr: 9.571e-02, eta: 8 days, 4:32:20, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5750, loss_cls: 3.1337, loss: 3.1337, grad_norm: 2.1567 2020-07-25 02:08:44,763 - mmaction - INFO - Epoch [35][2340/3757] lr: 9.571e-02, eta: 8 days, 4:31:22, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5445, loss_cls: 3.2314, loss: 3.2314, grad_norm: 2.1444 2020-07-25 02:09:00,586 - mmaction - INFO - Epoch [35][2360/3757] lr: 9.571e-02, eta: 8 days, 4:30:26, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5328, loss_cls: 3.2977, loss: 3.2977, grad_norm: 2.0932 2020-07-25 02:09:16,366 - mmaction - INFO - Epoch [35][2380/3757] lr: 9.571e-02, eta: 8 days, 4:29:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5531, loss_cls: 3.2426, loss: 3.2426, grad_norm: 2.1299 2020-07-25 02:09:32,194 - mmaction - INFO - Epoch [35][2400/3757] lr: 9.571e-02, eta: 8 days, 4:28:32, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5523, loss_cls: 3.1876, loss: 3.1876, grad_norm: 2.1522 2020-07-25 02:09:48,039 - mmaction - INFO - Epoch [35][2420/3757] lr: 9.571e-02, eta: 8 days, 4:27:35, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5672, loss_cls: 3.2002, loss: 3.2002, grad_norm: 2.1713 2020-07-25 02:10:03,909 - mmaction - INFO - Epoch [35][2440/3757] lr: 9.571e-02, eta: 8 days, 4:26:40, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5609, loss_cls: 3.1773, loss: 3.1773, grad_norm: 2.1351 2020-07-25 02:10:19,639 - mmaction - INFO - Epoch [35][2460/3757] lr: 9.571e-02, eta: 8 days, 4:25:41, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5789, loss_cls: 3.1985, loss: 3.1985, grad_norm: 2.1408 2020-07-25 02:10:35,493 - mmaction - INFO - Epoch [35][2480/3757] lr: 9.571e-02, eta: 8 days, 4:24:46, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5773, loss_cls: 3.1206, loss: 3.1206, grad_norm: 2.1501 2020-07-25 02:10:51,261 - mmaction - INFO - Epoch [35][2500/3757] lr: 9.571e-02, eta: 8 days, 4:23:48, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5539, loss_cls: 3.1755, loss: 3.1755, grad_norm: 2.1730 2020-07-25 02:11:07,181 - mmaction - INFO - Epoch [35][2520/3757] lr: 9.571e-02, eta: 8 days, 4:22:55, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5531, loss_cls: 3.1967, loss: 3.1967, grad_norm: 2.2106 2020-07-25 02:11:22,963 - mmaction - INFO - Epoch [35][2540/3757] lr: 9.571e-02, eta: 8 days, 4:21:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5656, loss_cls: 3.1928, loss: 3.1928, grad_norm: 2.1584 2020-07-25 02:11:38,832 - mmaction - INFO - Epoch [35][2560/3757] lr: 9.571e-02, eta: 8 days, 4:21:03, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5703, loss_cls: 3.1746, loss: 3.1746, grad_norm: 2.1641 2020-07-25 02:11:54,752 - mmaction - INFO - Epoch [35][2580/3757] lr: 9.571e-02, eta: 8 days, 4:20:09, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5648, loss_cls: 3.1200, loss: 3.1200, grad_norm: 2.1887 2020-07-25 02:12:10,583 - mmaction - INFO - Epoch [35][2600/3757] lr: 9.571e-02, eta: 8 days, 4:19:14, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5680, loss_cls: 3.1633, loss: 3.1633, grad_norm: 2.1876 2020-07-25 02:12:26,446 - mmaction - INFO - Epoch [35][2620/3757] lr: 9.571e-02, eta: 8 days, 4:18:19, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5453, loss_cls: 3.1933, loss: 3.1933, grad_norm: 2.2028 2020-07-25 02:12:42,377 - mmaction - INFO - Epoch [35][2640/3757] lr: 9.571e-02, eta: 8 days, 4:17:27, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5656, loss_cls: 3.2137, loss: 3.2137, grad_norm: 2.1697 2020-07-25 02:12:58,183 - mmaction - INFO - Epoch [35][2660/3757] lr: 9.571e-02, eta: 8 days, 4:16:31, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5492, loss_cls: 3.2928, loss: 3.2928, grad_norm: 2.1404 2020-07-25 02:13:13,992 - mmaction - INFO - Epoch [35][2680/3757] lr: 9.571e-02, eta: 8 days, 4:15:34, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5586, loss_cls: 3.2170, loss: 3.2170, grad_norm: 2.1361 2020-07-25 02:13:29,757 - mmaction - INFO - Epoch [35][2700/3757] lr: 9.571e-02, eta: 8 days, 4:14:37, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5750, loss_cls: 3.1514, loss: 3.1514, grad_norm: 2.1130 2020-07-25 02:13:45,538 - mmaction - INFO - Epoch [35][2720/3757] lr: 9.571e-02, eta: 8 days, 4:13:40, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5570, loss_cls: 3.2225, loss: 3.2225, grad_norm: 2.0981 2020-07-25 02:14:01,292 - mmaction - INFO - Epoch [35][2740/3757] lr: 9.571e-02, eta: 8 days, 4:12:42, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5594, loss_cls: 3.1693, loss: 3.1693, grad_norm: 2.1087 2020-07-25 02:14:17,069 - mmaction - INFO - Epoch [35][2760/3757] lr: 9.571e-02, eta: 8 days, 4:11:45, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5492, loss_cls: 3.2025, loss: 3.2025, grad_norm: 2.1452 2020-07-25 02:14:32,891 - mmaction - INFO - Epoch [35][2780/3757] lr: 9.571e-02, eta: 8 days, 4:10:50, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5766, loss_cls: 3.0722, loss: 3.0722, grad_norm: 2.1555 2020-07-25 02:14:48,718 - mmaction - INFO - Epoch [35][2800/3757] lr: 9.571e-02, eta: 8 days, 4:09:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5539, loss_cls: 3.2335, loss: 3.2335, grad_norm: 2.1762 2020-07-25 02:15:04,642 - mmaction - INFO - Epoch [35][2820/3757] lr: 9.571e-02, eta: 8 days, 4:09:02, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5641, loss_cls: 3.1865, loss: 3.1865, grad_norm: 2.1245 2020-07-25 02:15:20,382 - mmaction - INFO - Epoch [35][2840/3757] lr: 9.571e-02, eta: 8 days, 4:08:05, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5727, loss_cls: 3.1571, loss: 3.1571, grad_norm: 2.1906 2020-07-25 02:15:36,209 - mmaction - INFO - Epoch [35][2860/3757] lr: 9.571e-02, eta: 8 days, 4:07:10, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5742, loss_cls: 3.1450, loss: 3.1450, grad_norm: 2.1990 2020-07-25 02:15:52,029 - mmaction - INFO - Epoch [35][2880/3757] lr: 9.571e-02, eta: 8 days, 4:06:14, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5680, loss_cls: 3.1538, loss: 3.1538, grad_norm: 2.1214 2020-07-25 02:16:07,772 - mmaction - INFO - Epoch [35][2900/3757] lr: 9.571e-02, eta: 8 days, 4:05:17, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5414, loss_cls: 3.2887, loss: 3.2887, grad_norm: 2.1608 2020-07-25 02:16:23,630 - mmaction - INFO - Epoch [35][2920/3757] lr: 9.571e-02, eta: 8 days, 4:04:23, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5680, loss_cls: 3.1801, loss: 3.1801, grad_norm: 2.1836 2020-07-25 02:16:39,673 - mmaction - INFO - Epoch [35][2940/3757] lr: 9.571e-02, eta: 8 days, 4:03:36, time: 0.802, data_time: 0.012, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5477, loss_cls: 3.2415, loss: 3.2415, grad_norm: 2.1906 2020-07-25 02:16:55,466 - mmaction - INFO - Epoch [35][2960/3757] lr: 9.571e-02, eta: 8 days, 4:02:40, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5602, loss_cls: 3.1803, loss: 3.1803, grad_norm: 2.1453 2020-07-25 02:17:11,158 - mmaction - INFO - Epoch [35][2980/3757] lr: 9.571e-02, eta: 8 days, 4:01:41, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5484, loss_cls: 3.1980, loss: 3.1980, grad_norm: 2.1641 2020-07-25 02:17:26,911 - mmaction - INFO - Epoch [35][3000/3757] lr: 9.571e-02, eta: 8 days, 4:00:44, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5555, loss_cls: 3.2117, loss: 3.2117, grad_norm: 2.1640 2020-07-25 02:17:42,762 - mmaction - INFO - Epoch [35][3020/3757] lr: 9.571e-02, eta: 8 days, 3:59:50, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5758, loss_cls: 3.1418, loss: 3.1418, grad_norm: 2.1408 2020-07-25 02:17:58,509 - mmaction - INFO - Epoch [35][3040/3757] lr: 9.571e-02, eta: 8 days, 3:58:52, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5609, loss_cls: 3.1954, loss: 3.1954, grad_norm: 2.1321 2020-07-25 02:18:14,516 - mmaction - INFO - Epoch [35][3060/3757] lr: 9.571e-02, eta: 8 days, 3:58:04, time: 0.801, data_time: 0.015, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5352, loss_cls: 3.2812, loss: 3.2812, grad_norm: 2.2233 2020-07-25 02:18:30,288 - mmaction - INFO - Epoch [35][3080/3757] lr: 9.571e-02, eta: 8 days, 3:57:08, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5789, loss_cls: 3.1646, loss: 3.1646, grad_norm: 2.1601 2020-07-25 02:18:46,091 - mmaction - INFO - Epoch [35][3100/3757] lr: 9.571e-02, eta: 8 days, 3:56:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5281, loss_cls: 3.2849, loss: 3.2849, grad_norm: 2.1199 2020-07-25 02:19:01,861 - mmaction - INFO - Epoch [35][3120/3757] lr: 9.571e-02, eta: 8 days, 3:55:16, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5664, loss_cls: 3.1938, loss: 3.1938, grad_norm: 2.1512 2020-07-25 02:19:17,600 - mmaction - INFO - Epoch [35][3140/3757] lr: 9.571e-02, eta: 8 days, 3:54:20, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5727, loss_cls: 3.1695, loss: 3.1695, grad_norm: 2.1712 2020-07-25 02:19:33,395 - mmaction - INFO - Epoch [35][3160/3757] lr: 9.571e-02, eta: 8 days, 3:53:24, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5805, loss_cls: 3.1196, loss: 3.1196, grad_norm: 2.1586 2020-07-25 02:19:49,239 - mmaction - INFO - Epoch [35][3180/3757] lr: 9.571e-02, eta: 8 days, 3:52:31, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5414, loss_cls: 3.2667, loss: 3.2667, grad_norm: 2.2019 2020-07-25 02:20:05,121 - mmaction - INFO - Epoch [35][3200/3757] lr: 9.571e-02, eta: 8 days, 3:51:39, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5648, loss_cls: 3.2192, loss: 3.2192, grad_norm: 2.1475 2020-07-25 02:20:20,812 - mmaction - INFO - Epoch [35][3220/3757] lr: 9.571e-02, eta: 8 days, 3:50:41, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5836, loss_cls: 3.1977, loss: 3.1977, grad_norm: 2.1754 2020-07-25 02:20:36,581 - mmaction - INFO - Epoch [35][3240/3757] lr: 9.571e-02, eta: 8 days, 3:49:45, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5437, loss_cls: 3.2543, loss: 3.2543, grad_norm: 2.2352 2020-07-25 02:20:52,397 - mmaction - INFO - Epoch [35][3260/3757] lr: 9.571e-02, eta: 8 days, 3:48:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5555, loss_cls: 3.2111, loss: 3.2111, grad_norm: 2.2314 2020-07-25 02:21:08,177 - mmaction - INFO - Epoch [35][3280/3757] lr: 9.571e-02, eta: 8 days, 3:47:56, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5430, loss_cls: 3.2955, loss: 3.2955, grad_norm: 2.1342 2020-07-25 02:21:23,990 - mmaction - INFO - Epoch [35][3300/3757] lr: 9.571e-02, eta: 8 days, 3:47:01, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5703, loss_cls: 3.1707, loss: 3.1707, grad_norm: 2.1125 2020-07-25 02:21:39,774 - mmaction - INFO - Epoch [35][3320/3757] lr: 9.571e-02, eta: 8 days, 3:46:06, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5789, loss_cls: 3.1422, loss: 3.1422, grad_norm: 2.1580 2020-07-25 02:21:55,602 - mmaction - INFO - Epoch [35][3340/3757] lr: 9.571e-02, eta: 8 days, 3:45:13, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5461, loss_cls: 3.2518, loss: 3.2518, grad_norm: 2.2201 2020-07-25 02:22:11,432 - mmaction - INFO - Epoch [35][3360/3757] lr: 9.571e-02, eta: 8 days, 3:44:18, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5500, loss_cls: 3.2536, loss: 3.2536, grad_norm: 2.1618 2020-07-25 02:22:27,254 - mmaction - INFO - Epoch [35][3380/3757] lr: 9.571e-02, eta: 8 days, 3:43:25, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.1684, loss: 3.1684, grad_norm: 2.1529 2020-07-25 02:22:43,064 - mmaction - INFO - Epoch [35][3400/3757] lr: 9.571e-02, eta: 8 days, 3:42:32, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5453, loss_cls: 3.2990, loss: 3.2990, grad_norm: 2.2088 2020-07-25 02:22:58,825 - mmaction - INFO - Epoch [35][3420/3757] lr: 9.571e-02, eta: 8 days, 3:41:36, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5477, loss_cls: 3.2770, loss: 3.2770, grad_norm: 2.1547 2020-07-25 02:23:14,698 - mmaction - INFO - Epoch [35][3440/3757] lr: 9.571e-02, eta: 8 days, 3:40:44, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5680, loss_cls: 3.1545, loss: 3.1545, grad_norm: 2.1707 2020-07-25 02:23:30,449 - mmaction - INFO - Epoch [35][3460/3757] lr: 9.571e-02, eta: 8 days, 3:39:49, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5516, loss_cls: 3.2259, loss: 3.2259, grad_norm: 2.1395 2020-07-25 02:23:46,247 - mmaction - INFO - Epoch [35][3480/3757] lr: 9.571e-02, eta: 8 days, 3:38:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5492, loss_cls: 3.2748, loss: 3.2748, grad_norm: 2.1808 2020-07-25 02:24:01,985 - mmaction - INFO - Epoch [35][3500/3757] lr: 9.571e-02, eta: 8 days, 3:37:59, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5523, loss_cls: 3.2962, loss: 3.2962, grad_norm: 2.1713 2020-07-25 02:24:17,783 - mmaction - INFO - Epoch [35][3520/3757] lr: 9.571e-02, eta: 8 days, 3:37:05, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5656, loss_cls: 3.1724, loss: 3.1724, grad_norm: 2.1179 2020-07-25 02:24:33,571 - mmaction - INFO - Epoch [35][3540/3757] lr: 9.571e-02, eta: 8 days, 3:36:11, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5664, loss_cls: 3.2257, loss: 3.2257, grad_norm: 2.1842 2020-07-25 02:24:49,427 - mmaction - INFO - Epoch [35][3560/3757] lr: 9.571e-02, eta: 8 days, 3:35:19, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5742, loss_cls: 3.1720, loss: 3.1720, grad_norm: 2.1291 2020-07-25 02:25:05,326 - mmaction - INFO - Epoch [35][3580/3757] lr: 9.571e-02, eta: 8 days, 3:34:28, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5695, loss_cls: 3.1678, loss: 3.1678, grad_norm: 2.1067 2020-07-25 02:25:21,059 - mmaction - INFO - Epoch [35][3600/3757] lr: 9.571e-02, eta: 8 days, 3:33:32, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5695, loss_cls: 3.1548, loss: 3.1548, grad_norm: 2.1421 2020-07-25 02:25:36,849 - mmaction - INFO - Epoch [35][3620/3757] lr: 9.571e-02, eta: 8 days, 3:32:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5391, loss_cls: 3.3658, loss: 3.3658, grad_norm: 2.1894 2020-07-25 02:25:52,608 - mmaction - INFO - Epoch [35][3640/3757] lr: 9.571e-02, eta: 8 days, 3:31:44, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5750, loss_cls: 3.1717, loss: 3.1717, grad_norm: 2.1636 2020-07-25 02:26:08,344 - mmaction - INFO - Epoch [35][3660/3757] lr: 9.571e-02, eta: 8 days, 3:30:48, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5711, loss_cls: 3.2111, loss: 3.2111, grad_norm: 2.2335 2020-07-25 02:26:24,113 - mmaction - INFO - Epoch [35][3680/3757] lr: 9.571e-02, eta: 8 days, 3:29:53, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5453, loss_cls: 3.2723, loss: 3.2723, grad_norm: 2.1427 2020-07-25 02:26:39,884 - mmaction - INFO - Epoch [35][3700/3757] lr: 9.571e-02, eta: 8 days, 3:28:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5625, loss_cls: 3.1626, loss: 3.1626, grad_norm: 2.1057 2020-07-25 02:26:55,782 - mmaction - INFO - Epoch [35][3720/3757] lr: 9.571e-02, eta: 8 days, 3:28:09, time: 0.795, data_time: 0.006, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5773, loss_cls: 3.1609, loss: 3.1609, grad_norm: 2.1435 2020-07-25 02:27:17,364 - mmaction - INFO - Epoch [35][3740/3757] lr: 9.571e-02, eta: 8 days, 3:30:18, time: 1.079, data_time: 0.001, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.2971, loss: 3.2971, grad_norm: 2.1680 2020-07-25 02:30:42,572 - mmaction - INFO - Epoch [36][20/3757] lr: 9.546e-02, eta: 8 days, 4:50:21, time: 9.229, data_time: 8.086, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5750, loss_cls: 3.1378, loss: 3.1378, grad_norm: 2.2229 2020-07-25 02:31:06,270 - mmaction - INFO - Epoch [36][40/3757] lr: 9.546e-02, eta: 8 days, 4:53:32, time: 1.185, data_time: 0.399, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5922, loss_cls: 3.0904, loss: 3.0904, grad_norm: 2.1477 2020-07-25 02:31:22,116 - mmaction - INFO - Epoch [36][60/3757] lr: 9.546e-02, eta: 8 days, 4:52:36, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5547, loss_cls: 3.1740, loss: 3.1740, grad_norm: 2.1484 2020-07-25 02:31:49,378 - mmaction - INFO - Epoch [36][80/3757] lr: 9.546e-02, eta: 8 days, 4:57:40, time: 1.364, data_time: 0.005, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5828, loss_cls: 3.0920, loss: 3.0920, grad_norm: 2.1702 2020-07-25 02:32:05,153 - mmaction - INFO - Epoch [36][100/3757] lr: 9.546e-02, eta: 8 days, 4:56:42, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5586, loss_cls: 3.2160, loss: 3.2160, grad_norm: 2.2253 2020-07-25 02:32:24,540 - mmaction - INFO - Epoch [36][120/3757] lr: 9.546e-02, eta: 8 days, 4:57:38, time: 0.970, data_time: 0.179, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5570, loss_cls: 3.2160, loss: 3.2160, grad_norm: 2.1400 2020-07-25 02:32:40,446 - mmaction - INFO - Epoch [36][140/3757] lr: 9.546e-02, eta: 8 days, 4:56:43, time: 0.795, data_time: 0.001, memory: 6196, top1_acc: 0.2805, top5_acc: 0.5320, loss_cls: 3.2977, loss: 3.2977, grad_norm: 2.1689 2020-07-25 02:33:15,688 - mmaction - INFO - Epoch [36][160/3757] lr: 9.546e-02, eta: 8 days, 5:05:56, time: 1.762, data_time: 0.531, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5797, loss_cls: 3.0729, loss: 3.0729, grad_norm: 2.1621 2020-07-25 02:33:37,506 - mmaction - INFO - Epoch [36][180/3757] lr: 9.546e-02, eta: 8 days, 5:08:07, time: 1.092, data_time: 0.001, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5406, loss_cls: 3.2520, loss: 3.2520, grad_norm: 2.1453 2020-07-25 02:33:53,363 - mmaction - INFO - Epoch [36][200/3757] lr: 9.546e-02, eta: 8 days, 5:07:11, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5500, loss_cls: 3.3148, loss: 3.3148, grad_norm: 2.1676 2020-07-25 02:34:35,588 - mmaction - INFO - Epoch [36][220/3757] lr: 9.546e-02, eta: 8 days, 5:20:01, time: 2.111, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5602, loss_cls: 3.1752, loss: 3.1752, grad_norm: 2.1298 2020-07-25 02:34:51,587 - mmaction - INFO - Epoch [36][240/3757] lr: 9.546e-02, eta: 8 days, 5:19:08, time: 0.799, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5641, loss_cls: 3.1837, loss: 3.1837, grad_norm: 2.1648 2020-07-25 02:35:07,295 - mmaction - INFO - Epoch [36][260/3757] lr: 9.546e-02, eta: 8 days, 5:18:08, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5461, loss_cls: 3.1902, loss: 3.1902, grad_norm: 2.1513 2020-07-25 02:35:23,100 - mmaction - INFO - Epoch [36][280/3757] lr: 9.546e-02, eta: 8 days, 5:17:09, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5930, loss_cls: 3.0920, loss: 3.0920, grad_norm: 2.1362 2020-07-25 02:35:38,894 - mmaction - INFO - Epoch [36][300/3757] lr: 9.546e-02, eta: 8 days, 5:16:11, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5547, loss_cls: 3.2152, loss: 3.2152, grad_norm: 2.1617 2020-07-25 02:35:54,748 - mmaction - INFO - Epoch [36][320/3757] lr: 9.546e-02, eta: 8 days, 5:15:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5727, loss_cls: 3.1240, loss: 3.1240, grad_norm: 2.1075 2020-07-25 02:36:10,543 - mmaction - INFO - Epoch [36][340/3757] lr: 9.546e-02, eta: 8 days, 5:14:16, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5742, loss_cls: 3.1535, loss: 3.1535, grad_norm: 2.1956 2020-07-25 02:36:26,334 - mmaction - INFO - Epoch [36][360/3757] lr: 9.546e-02, eta: 8 days, 5:13:18, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5586, loss_cls: 3.1715, loss: 3.1715, grad_norm: 2.1563 2020-07-25 02:36:42,158 - mmaction - INFO - Epoch [36][380/3757] lr: 9.546e-02, eta: 8 days, 5:12:21, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5680, loss_cls: 3.1851, loss: 3.1851, grad_norm: 2.2007 2020-07-25 02:36:58,060 - mmaction - INFO - Epoch [36][400/3757] lr: 9.546e-02, eta: 8 days, 5:11:27, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5750, loss_cls: 3.1582, loss: 3.1582, grad_norm: 2.1978 2020-07-25 02:37:13,741 - mmaction - INFO - Epoch [36][420/3757] lr: 9.546e-02, eta: 8 days, 5:10:25, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5680, loss_cls: 3.2080, loss: 3.2080, grad_norm: 2.1910 2020-07-25 02:37:29,541 - mmaction - INFO - Epoch [36][440/3757] lr: 9.546e-02, eta: 8 days, 5:09:28, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.1718, loss: 3.1718, grad_norm: 2.1520 2020-07-25 02:37:45,321 - mmaction - INFO - Epoch [36][460/3757] lr: 9.546e-02, eta: 8 days, 5:08:29, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.1949, loss: 3.1949, grad_norm: 2.1459 2020-07-25 02:38:01,116 - mmaction - INFO - Epoch [36][480/3757] lr: 9.546e-02, eta: 8 days, 5:07:32, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5406, loss_cls: 3.2911, loss: 3.2911, grad_norm: 2.1489 2020-07-25 02:38:16,876 - mmaction - INFO - Epoch [36][500/3757] lr: 9.546e-02, eta: 8 days, 5:06:33, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5633, loss_cls: 3.1654, loss: 3.1654, grad_norm: 2.1613 2020-07-25 02:38:32,620 - mmaction - INFO - Epoch [36][520/3757] lr: 9.546e-02, eta: 8 days, 5:05:34, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5664, loss_cls: 3.1980, loss: 3.1980, grad_norm: 2.1652 2020-07-25 02:38:48,473 - mmaction - INFO - Epoch [36][540/3757] lr: 9.546e-02, eta: 8 days, 5:04:37, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5539, loss_cls: 3.2375, loss: 3.2375, grad_norm: 2.2006 2020-07-25 02:39:04,371 - mmaction - INFO - Epoch [36][560/3757] lr: 9.546e-02, eta: 8 days, 5:03:44, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5586, loss_cls: 3.1998, loss: 3.1998, grad_norm: 2.1522 2020-07-25 02:39:20,154 - mmaction - INFO - Epoch [36][580/3757] lr: 9.546e-02, eta: 8 days, 5:02:46, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5742, loss_cls: 3.1701, loss: 3.1701, grad_norm: 2.2017 2020-07-25 02:39:35,979 - mmaction - INFO - Epoch [36][600/3757] lr: 9.546e-02, eta: 8 days, 5:01:50, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5828, loss_cls: 3.1624, loss: 3.1624, grad_norm: 2.1664 2020-07-25 02:39:51,782 - mmaction - INFO - Epoch [36][620/3757] lr: 9.546e-02, eta: 8 days, 5:00:53, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5773, loss_cls: 3.1528, loss: 3.1528, grad_norm: 2.1809 2020-07-25 02:40:07,639 - mmaction - INFO - Epoch [36][640/3757] lr: 9.546e-02, eta: 8 days, 4:59:56, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.2004, loss: 3.2004, grad_norm: 2.2011 2020-07-25 02:40:23,419 - mmaction - INFO - Epoch [36][660/3757] lr: 9.546e-02, eta: 8 days, 4:59:00, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5531, loss_cls: 3.1893, loss: 3.1893, grad_norm: 2.1413 2020-07-25 02:40:39,181 - mmaction - INFO - Epoch [36][680/3757] lr: 9.546e-02, eta: 8 days, 4:58:01, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5797, loss_cls: 3.1514, loss: 3.1514, grad_norm: 2.2120 2020-07-25 02:40:54,974 - mmaction - INFO - Epoch [36][700/3757] lr: 9.546e-02, eta: 8 days, 4:57:03, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5547, loss_cls: 3.1913, loss: 3.1913, grad_norm: 2.1659 2020-07-25 02:41:10,707 - mmaction - INFO - Epoch [36][720/3757] lr: 9.546e-02, eta: 8 days, 4:56:06, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5336, loss_cls: 3.2688, loss: 3.2688, grad_norm: 2.1340 2020-07-25 02:41:26,536 - mmaction - INFO - Epoch [36][740/3757] lr: 9.546e-02, eta: 8 days, 4:55:10, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5711, loss_cls: 3.1391, loss: 3.1391, grad_norm: 2.1734 2020-07-25 02:41:42,348 - mmaction - INFO - Epoch [36][760/3757] lr: 9.546e-02, eta: 8 days, 4:54:13, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5602, loss_cls: 3.1182, loss: 3.1182, grad_norm: 2.1564 2020-07-25 02:41:58,158 - mmaction - INFO - Epoch [36][780/3757] lr: 9.546e-02, eta: 8 days, 4:53:17, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5555, loss_cls: 3.2751, loss: 3.2751, grad_norm: 2.1782 2020-07-25 02:42:13,940 - mmaction - INFO - Epoch [36][800/3757] lr: 9.546e-02, eta: 8 days, 4:52:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5578, loss_cls: 3.1918, loss: 3.1918, grad_norm: 2.1636 2020-07-25 02:42:29,793 - mmaction - INFO - Epoch [36][820/3757] lr: 9.546e-02, eta: 8 days, 4:51:25, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5547, loss_cls: 3.1688, loss: 3.1688, grad_norm: 2.1858 2020-07-25 02:42:45,590 - mmaction - INFO - Epoch [36][840/3757] lr: 9.546e-02, eta: 8 days, 4:50:28, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5641, loss_cls: 3.2292, loss: 3.2292, grad_norm: 2.1640 2020-07-25 02:43:01,413 - mmaction - INFO - Epoch [36][860/3757] lr: 9.546e-02, eta: 8 days, 4:49:33, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5281, loss_cls: 3.3371, loss: 3.3371, grad_norm: 2.1549 2020-07-25 02:43:17,249 - mmaction - INFO - Epoch [36][880/3757] lr: 9.546e-02, eta: 8 days, 4:48:37, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5570, loss_cls: 3.1737, loss: 3.1737, grad_norm: 2.1137 2020-07-25 02:43:32,995 - mmaction - INFO - Epoch [36][900/3757] lr: 9.546e-02, eta: 8 days, 4:47:39, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5625, loss_cls: 3.2269, loss: 3.2269, grad_norm: 2.1657 2020-07-25 02:43:48,791 - mmaction - INFO - Epoch [36][920/3757] lr: 9.546e-02, eta: 8 days, 4:46:44, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5758, loss_cls: 3.1380, loss: 3.1380, grad_norm: 2.2253 2020-07-25 02:44:04,813 - mmaction - INFO - Epoch [36][940/3757] lr: 9.546e-02, eta: 8 days, 4:45:54, time: 0.800, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5805, loss_cls: 3.1141, loss: 3.1141, grad_norm: 2.2271 2020-07-25 02:44:20,636 - mmaction - INFO - Epoch [36][960/3757] lr: 9.546e-02, eta: 8 days, 4:44:59, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5656, loss_cls: 3.1991, loss: 3.1991, grad_norm: 2.2127 2020-07-25 02:44:36,458 - mmaction - INFO - Epoch [36][980/3757] lr: 9.546e-02, eta: 8 days, 4:44:03, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5656, loss_cls: 3.1231, loss: 3.1231, grad_norm: 2.1857 2020-07-25 02:44:52,172 - mmaction - INFO - Epoch [36][1000/3757] lr: 9.546e-02, eta: 8 days, 4:43:05, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5437, loss_cls: 3.2110, loss: 3.2110, grad_norm: 2.1344 2020-07-25 02:45:07,907 - mmaction - INFO - Epoch [36][1020/3757] lr: 9.546e-02, eta: 8 days, 4:42:07, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5789, loss_cls: 3.0967, loss: 3.0967, grad_norm: 2.1022 2020-07-25 02:45:23,643 - mmaction - INFO - Epoch [36][1040/3757] lr: 9.546e-02, eta: 8 days, 4:41:09, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5711, loss_cls: 3.1764, loss: 3.1764, grad_norm: 2.1717 2020-07-25 02:45:39,429 - mmaction - INFO - Epoch [36][1060/3757] lr: 9.546e-02, eta: 8 days, 4:40:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5789, loss_cls: 3.1352, loss: 3.1352, grad_norm: 2.1889 2020-07-25 02:45:55,156 - mmaction - INFO - Epoch [36][1080/3757] lr: 9.546e-02, eta: 8 days, 4:39:15, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5828, loss_cls: 3.0621, loss: 3.0621, grad_norm: 2.1598 2020-07-25 02:46:10,945 - mmaction - INFO - Epoch [36][1100/3757] lr: 9.546e-02, eta: 8 days, 4:38:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5750, loss_cls: 3.0972, loss: 3.0972, grad_norm: 2.2356 2020-07-25 02:46:26,732 - mmaction - INFO - Epoch [36][1120/3757] lr: 9.546e-02, eta: 8 days, 4:37:23, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5516, loss_cls: 3.2382, loss: 3.2382, grad_norm: 2.2098 2020-07-25 02:46:42,481 - mmaction - INFO - Epoch [36][1140/3757] lr: 9.546e-02, eta: 8 days, 4:36:25, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5492, loss_cls: 3.2051, loss: 3.2051, grad_norm: 2.1755 2020-07-25 02:46:58,269 - mmaction - INFO - Epoch [36][1160/3757] lr: 9.546e-02, eta: 8 days, 4:35:30, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5516, loss_cls: 3.2442, loss: 3.2442, grad_norm: 2.1891 2020-07-25 02:47:13,983 - mmaction - INFO - Epoch [36][1180/3757] lr: 9.546e-02, eta: 8 days, 4:34:32, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5594, loss_cls: 3.2214, loss: 3.2214, grad_norm: 2.2125 2020-07-25 02:47:29,757 - mmaction - INFO - Epoch [36][1200/3757] lr: 9.546e-02, eta: 8 days, 4:33:36, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5758, loss_cls: 3.1486, loss: 3.1486, grad_norm: 2.2069 2020-07-25 02:47:45,501 - mmaction - INFO - Epoch [36][1220/3757] lr: 9.546e-02, eta: 8 days, 4:32:39, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5352, loss_cls: 3.2773, loss: 3.2773, grad_norm: 2.2148 2020-07-25 02:48:01,242 - mmaction - INFO - Epoch [36][1240/3757] lr: 9.546e-02, eta: 8 days, 4:31:42, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5555, loss_cls: 3.1131, loss: 3.1131, grad_norm: 2.1704 2020-07-25 02:48:16,989 - mmaction - INFO - Epoch [36][1260/3757] lr: 9.546e-02, eta: 8 days, 4:30:45, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2687, top5_acc: 0.5203, loss_cls: 3.4033, loss: 3.4033, grad_norm: 2.2223 2020-07-25 02:48:32,806 - mmaction - INFO - Epoch [36][1280/3757] lr: 9.546e-02, eta: 8 days, 4:29:50, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5367, loss_cls: 3.2409, loss: 3.2409, grad_norm: 2.1617 2020-07-25 02:48:48,587 - mmaction - INFO - Epoch [36][1300/3757] lr: 9.546e-02, eta: 8 days, 4:28:54, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5555, loss_cls: 3.1706, loss: 3.1706, grad_norm: 2.0966 2020-07-25 02:49:04,448 - mmaction - INFO - Epoch [36][1320/3757] lr: 9.546e-02, eta: 8 days, 4:28:01, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5570, loss_cls: 3.1617, loss: 3.1617, grad_norm: 2.1230 2020-07-25 02:49:20,298 - mmaction - INFO - Epoch [36][1340/3757] lr: 9.546e-02, eta: 8 days, 4:27:08, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5625, loss_cls: 3.1863, loss: 3.1863, grad_norm: 2.1664 2020-07-25 02:49:36,110 - mmaction - INFO - Epoch [36][1360/3757] lr: 9.546e-02, eta: 8 days, 4:26:13, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5648, loss_cls: 3.1269, loss: 3.1269, grad_norm: 2.1601 2020-07-25 02:49:51,933 - mmaction - INFO - Epoch [36][1380/3757] lr: 9.546e-02, eta: 8 days, 4:25:18, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5461, loss_cls: 3.2700, loss: 3.2700, grad_norm: 2.1299 2020-07-25 02:50:07,776 - mmaction - INFO - Epoch [36][1400/3757] lr: 9.546e-02, eta: 8 days, 4:24:26, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5469, loss_cls: 3.2247, loss: 3.2247, grad_norm: 2.1469 2020-07-25 02:50:23,539 - mmaction - INFO - Epoch [36][1420/3757] lr: 9.546e-02, eta: 8 days, 4:23:30, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5594, loss_cls: 3.2283, loss: 3.2283, grad_norm: 2.1755 2020-07-25 02:50:39,400 - mmaction - INFO - Epoch [36][1440/3757] lr: 9.546e-02, eta: 8 days, 4:22:37, time: 0.793, data_time: 0.008, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5687, loss_cls: 3.1120, loss: 3.1120, grad_norm: 2.1642 2020-07-25 02:50:55,199 - mmaction - INFO - Epoch [36][1460/3757] lr: 9.546e-02, eta: 8 days, 4:21:42, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5586, loss_cls: 3.1945, loss: 3.1945, grad_norm: 2.2240 2020-07-25 02:51:11,019 - mmaction - INFO - Epoch [36][1480/3757] lr: 9.546e-02, eta: 8 days, 4:20:48, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5383, loss_cls: 3.2622, loss: 3.2622, grad_norm: 2.1541 2020-07-25 02:51:26,859 - mmaction - INFO - Epoch [36][1500/3757] lr: 9.546e-02, eta: 8 days, 4:19:55, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5484, loss_cls: 3.1872, loss: 3.1872, grad_norm: 2.1937 2020-07-25 02:51:42,715 - mmaction - INFO - Epoch [36][1520/3757] lr: 9.546e-02, eta: 8 days, 4:19:01, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5695, loss_cls: 3.1650, loss: 3.1650, grad_norm: 2.2336 2020-07-25 02:51:58,493 - mmaction - INFO - Epoch [36][1540/3757] lr: 9.546e-02, eta: 8 days, 4:18:07, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5758, loss_cls: 3.0889, loss: 3.0889, grad_norm: 2.1761 2020-07-25 02:52:14,345 - mmaction - INFO - Epoch [36][1560/3757] lr: 9.546e-02, eta: 8 days, 4:17:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5437, loss_cls: 3.2416, loss: 3.2416, grad_norm: 2.2097 2020-07-25 02:52:30,102 - mmaction - INFO - Epoch [36][1580/3757] lr: 9.546e-02, eta: 8 days, 4:16:18, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5656, loss_cls: 3.1398, loss: 3.1398, grad_norm: 2.1448 2020-07-25 02:52:45,883 - mmaction - INFO - Epoch [36][1600/3757] lr: 9.546e-02, eta: 8 days, 4:15:24, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5617, loss_cls: 3.1537, loss: 3.1537, grad_norm: 2.1575 2020-07-25 02:53:01,640 - mmaction - INFO - Epoch [36][1620/3757] lr: 9.546e-02, eta: 8 days, 4:14:28, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5633, loss_cls: 3.1079, loss: 3.1079, grad_norm: 2.2012 2020-07-25 02:53:17,455 - mmaction - INFO - Epoch [36][1640/3757] lr: 9.546e-02, eta: 8 days, 4:13:33, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5852, loss_cls: 3.1037, loss: 3.1037, grad_norm: 2.1659 2020-07-25 02:53:33,279 - mmaction - INFO - Epoch [36][1660/3757] lr: 9.546e-02, eta: 8 days, 4:12:41, time: 0.793, data_time: 0.006, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5594, loss_cls: 3.1789, loss: 3.1789, grad_norm: 2.1815 2020-07-25 02:53:49,067 - mmaction - INFO - Epoch [36][1680/3757] lr: 9.546e-02, eta: 8 days, 4:11:46, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5625, loss_cls: 3.2227, loss: 3.2227, grad_norm: 2.2051 2020-07-25 02:54:04,973 - mmaction - INFO - Epoch [36][1700/3757] lr: 9.546e-02, eta: 8 days, 4:10:55, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5516, loss_cls: 3.2461, loss: 3.2461, grad_norm: 2.1329 2020-07-25 02:54:20,895 - mmaction - INFO - Epoch [36][1720/3757] lr: 9.546e-02, eta: 8 days, 4:10:05, time: 0.797, data_time: 0.005, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5266, loss_cls: 3.2678, loss: 3.2678, grad_norm: 2.1860 2020-07-25 02:54:36,647 - mmaction - INFO - Epoch [36][1740/3757] lr: 9.546e-02, eta: 8 days, 4:09:10, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5625, loss_cls: 3.1803, loss: 3.1803, grad_norm: 2.1667 2020-07-25 02:54:52,433 - mmaction - INFO - Epoch [36][1760/3757] lr: 9.546e-02, eta: 8 days, 4:08:15, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5633, loss_cls: 3.2141, loss: 3.2141, grad_norm: 2.1964 2020-07-25 02:55:08,282 - mmaction - INFO - Epoch [36][1780/3757] lr: 9.546e-02, eta: 8 days, 4:07:24, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5750, loss_cls: 3.1268, loss: 3.1268, grad_norm: 2.2133 2020-07-25 02:55:24,036 - mmaction - INFO - Epoch [36][1800/3757] lr: 9.546e-02, eta: 8 days, 4:06:29, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5930, loss_cls: 3.1485, loss: 3.1485, grad_norm: 2.2200 2020-07-25 02:55:39,862 - mmaction - INFO - Epoch [36][1820/3757] lr: 9.546e-02, eta: 8 days, 4:05:36, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5555, loss_cls: 3.1837, loss: 3.1837, grad_norm: 2.1744 2020-07-25 02:55:55,672 - mmaction - INFO - Epoch [36][1840/3757] lr: 9.546e-02, eta: 8 days, 4:04:42, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5695, loss_cls: 3.1810, loss: 3.1810, grad_norm: 2.1695 2020-07-25 02:56:11,465 - mmaction - INFO - Epoch [36][1860/3757] lr: 9.546e-02, eta: 8 days, 4:03:49, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.1826, loss: 3.1826, grad_norm: 2.1439 2020-07-25 02:56:27,295 - mmaction - INFO - Epoch [36][1880/3757] lr: 9.546e-02, eta: 8 days, 4:02:56, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5766, loss_cls: 3.1719, loss: 3.1719, grad_norm: 2.1369 2020-07-25 02:56:43,115 - mmaction - INFO - Epoch [36][1900/3757] lr: 9.546e-02, eta: 8 days, 4:02:02, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5648, loss_cls: 3.1721, loss: 3.1721, grad_norm: 2.2160 2020-07-25 02:56:59,000 - mmaction - INFO - Epoch [36][1920/3757] lr: 9.546e-02, eta: 8 days, 4:01:12, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5680, loss_cls: 3.1916, loss: 3.1916, grad_norm: 2.2009 2020-07-25 02:57:14,713 - mmaction - INFO - Epoch [36][1940/3757] lr: 9.546e-02, eta: 8 days, 4:00:16, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5602, loss_cls: 3.1510, loss: 3.1510, grad_norm: 2.1982 2020-07-25 02:57:30,635 - mmaction - INFO - Epoch [36][1960/3757] lr: 9.546e-02, eta: 8 days, 3:59:26, time: 0.796, data_time: 0.011, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5508, loss_cls: 3.2949, loss: 3.2949, grad_norm: 2.2328 2020-07-25 02:57:46,427 - mmaction - INFO - Epoch [36][1980/3757] lr: 9.546e-02, eta: 8 days, 3:58:33, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5750, loss_cls: 3.1156, loss: 3.1156, grad_norm: 2.1621 2020-07-25 02:58:02,182 - mmaction - INFO - Epoch [36][2000/3757] lr: 9.546e-02, eta: 8 days, 3:57:39, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5703, loss_cls: 3.1742, loss: 3.1742, grad_norm: 2.2053 2020-07-25 02:58:17,947 - mmaction - INFO - Epoch [36][2020/3757] lr: 9.546e-02, eta: 8 days, 3:56:44, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5367, loss_cls: 3.3072, loss: 3.3072, grad_norm: 2.2194 2020-07-25 02:58:33,730 - mmaction - INFO - Epoch [36][2040/3757] lr: 9.546e-02, eta: 8 days, 3:55:51, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5680, loss_cls: 3.1744, loss: 3.1744, grad_norm: 2.1934 2020-07-25 02:58:49,565 - mmaction - INFO - Epoch [36][2060/3757] lr: 9.546e-02, eta: 8 days, 3:54:59, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5617, loss_cls: 3.1579, loss: 3.1579, grad_norm: 2.2241 2020-07-25 02:59:05,377 - mmaction - INFO - Epoch [36][2080/3757] lr: 9.546e-02, eta: 8 days, 3:54:06, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2828, top5_acc: 0.5492, loss_cls: 3.2928, loss: 3.2928, grad_norm: 2.1995 2020-07-25 02:59:21,154 - mmaction - INFO - Epoch [36][2100/3757] lr: 9.546e-02, eta: 8 days, 3:53:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2656, top5_acc: 0.5266, loss_cls: 3.3565, loss: 3.3565, grad_norm: 2.1682 2020-07-25 02:59:36,916 - mmaction - INFO - Epoch [36][2120/3757] lr: 9.546e-02, eta: 8 days, 3:52:19, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5570, loss_cls: 3.2082, loss: 3.2082, grad_norm: 2.1813 2020-07-25 02:59:52,690 - mmaction - INFO - Epoch [36][2140/3757] lr: 9.546e-02, eta: 8 days, 3:51:25, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5406, loss_cls: 3.2788, loss: 3.2788, grad_norm: 2.1531 2020-07-25 03:00:14,301 - mmaction - INFO - Epoch [36][2160/3757] lr: 9.546e-02, eta: 8 days, 3:53:20, time: 1.078, data_time: 0.008, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5664, loss_cls: 3.1377, loss: 3.1377, grad_norm: 2.1235 2020-07-25 03:00:30,093 - mmaction - INFO - Epoch [36][2180/3757] lr: 9.546e-02, eta: 8 days, 3:52:28, time: 0.792, data_time: 0.006, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5391, loss_cls: 3.3004, loss: 3.3004, grad_norm: 2.2080 2020-07-25 03:00:45,803 - mmaction - INFO - Epoch [36][2200/3757] lr: 9.546e-02, eta: 8 days, 3:51:33, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.1218, loss: 3.1218, grad_norm: 2.0855 2020-07-25 03:01:01,531 - mmaction - INFO - Epoch [36][2220/3757] lr: 9.546e-02, eta: 8 days, 3:50:38, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5703, loss_cls: 3.1706, loss: 3.1706, grad_norm: 2.2110 2020-07-25 03:01:17,275 - mmaction - INFO - Epoch [36][2240/3757] lr: 9.546e-02, eta: 8 days, 3:49:44, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5352, loss_cls: 3.2554, loss: 3.2554, grad_norm: 2.1559 2020-07-25 03:01:33,008 - mmaction - INFO - Epoch [36][2260/3757] lr: 9.546e-02, eta: 8 days, 3:48:49, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5555, loss_cls: 3.2664, loss: 3.2664, grad_norm: 2.1902 2020-07-25 03:01:48,753 - mmaction - INFO - Epoch [36][2280/3757] lr: 9.546e-02, eta: 8 days, 3:47:55, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2750, top5_acc: 0.5359, loss_cls: 3.2744, loss: 3.2744, grad_norm: 2.1426 2020-07-25 03:02:04,509 - mmaction - INFO - Epoch [36][2300/3757] lr: 9.546e-02, eta: 8 days, 3:47:01, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5805, loss_cls: 3.0618, loss: 3.0618, grad_norm: 2.1311 2020-07-25 03:02:20,295 - mmaction - INFO - Epoch [36][2320/3757] lr: 9.546e-02, eta: 8 days, 3:46:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5578, loss_cls: 3.2160, loss: 3.2160, grad_norm: 2.1853 2020-07-25 03:02:36,081 - mmaction - INFO - Epoch [36][2340/3757] lr: 9.546e-02, eta: 8 days, 3:45:16, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5695, loss_cls: 3.1288, loss: 3.1288, grad_norm: 2.1846 2020-07-25 03:02:51,845 - mmaction - INFO - Epoch [36][2360/3757] lr: 9.546e-02, eta: 8 days, 3:44:22, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5656, loss_cls: 3.2710, loss: 3.2710, grad_norm: 2.1989 2020-07-25 03:03:07,608 - mmaction - INFO - Epoch [36][2380/3757] lr: 9.546e-02, eta: 8 days, 3:43:29, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5477, loss_cls: 3.2378, loss: 3.2378, grad_norm: 2.1651 2020-07-25 03:03:23,462 - mmaction - INFO - Epoch [36][2400/3757] lr: 9.546e-02, eta: 8 days, 3:42:38, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5523, loss_cls: 3.2070, loss: 3.2070, grad_norm: 2.1691 2020-07-25 03:03:39,232 - mmaction - INFO - Epoch [36][2420/3757] lr: 9.546e-02, eta: 8 days, 3:41:45, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5750, loss_cls: 3.1906, loss: 3.1906, grad_norm: 2.1724 2020-07-25 03:03:55,093 - mmaction - INFO - Epoch [36][2440/3757] lr: 9.546e-02, eta: 8 days, 3:40:55, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5320, loss_cls: 3.3091, loss: 3.3091, grad_norm: 2.1262 2020-07-25 03:04:10,895 - mmaction - INFO - Epoch [36][2460/3757] lr: 9.546e-02, eta: 8 days, 3:40:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5906, loss_cls: 3.0509, loss: 3.0509, grad_norm: 2.1496 2020-07-25 03:04:26,604 - mmaction - INFO - Epoch [36][2480/3757] lr: 9.546e-02, eta: 8 days, 3:39:08, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5719, loss_cls: 3.1795, loss: 3.1795, grad_norm: 2.2375 2020-07-25 03:04:42,415 - mmaction - INFO - Epoch [36][2500/3757] lr: 9.546e-02, eta: 8 days, 3:38:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5570, loss_cls: 3.1813, loss: 3.1813, grad_norm: 2.1747 2020-07-25 03:04:58,180 - mmaction - INFO - Epoch [36][2520/3757] lr: 9.546e-02, eta: 8 days, 3:37:23, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5656, loss_cls: 3.1383, loss: 3.1383, grad_norm: 2.2037 2020-07-25 03:05:13,951 - mmaction - INFO - Epoch [36][2540/3757] lr: 9.546e-02, eta: 8 days, 3:36:31, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5609, loss_cls: 3.1737, loss: 3.1737, grad_norm: 2.1669 2020-07-25 03:05:29,763 - mmaction - INFO - Epoch [36][2560/3757] lr: 9.546e-02, eta: 8 days, 3:35:39, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5508, loss_cls: 3.2279, loss: 3.2279, grad_norm: 2.2152 2020-07-25 03:05:45,542 - mmaction - INFO - Epoch [36][2580/3757] lr: 9.546e-02, eta: 8 days, 3:34:47, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5500, loss_cls: 3.2265, loss: 3.2265, grad_norm: 2.1166 2020-07-25 03:06:01,327 - mmaction - INFO - Epoch [36][2600/3757] lr: 9.546e-02, eta: 8 days, 3:33:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5437, loss_cls: 3.2956, loss: 3.2956, grad_norm: 2.1200 2020-07-25 03:06:17,264 - mmaction - INFO - Epoch [36][2620/3757] lr: 9.546e-02, eta: 8 days, 3:33:07, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5797, loss_cls: 3.1363, loss: 3.1363, grad_norm: 2.0971 2020-07-25 03:06:33,079 - mmaction - INFO - Epoch [36][2640/3757] lr: 9.546e-02, eta: 8 days, 3:32:16, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5531, loss_cls: 3.2166, loss: 3.2166, grad_norm: 2.1978 2020-07-25 03:06:48,849 - mmaction - INFO - Epoch [36][2660/3757] lr: 9.546e-02, eta: 8 days, 3:31:23, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5758, loss_cls: 3.1373, loss: 3.1373, grad_norm: 2.1364 2020-07-25 03:07:04,669 - mmaction - INFO - Epoch [36][2680/3757] lr: 9.546e-02, eta: 8 days, 3:30:32, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2828, top5_acc: 0.5359, loss_cls: 3.3234, loss: 3.3234, grad_norm: 2.2257 2020-07-25 03:07:20,481 - mmaction - INFO - Epoch [36][2700/3757] lr: 9.546e-02, eta: 8 days, 3:29:41, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5609, loss_cls: 3.1977, loss: 3.1977, grad_norm: 2.2110 2020-07-25 03:07:36,214 - mmaction - INFO - Epoch [36][2720/3757] lr: 9.546e-02, eta: 8 days, 3:28:48, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5563, loss_cls: 3.1678, loss: 3.1678, grad_norm: 2.1547 2020-07-25 03:07:52,283 - mmaction - INFO - Epoch [36][2740/3757] lr: 9.546e-02, eta: 8 days, 3:28:04, time: 0.803, data_time: 0.016, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5602, loss_cls: 3.2193, loss: 3.2193, grad_norm: 2.2308 2020-07-25 03:08:08,062 - mmaction - INFO - Epoch [36][2760/3757] lr: 9.546e-02, eta: 8 days, 3:27:12, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5375, loss_cls: 3.2440, loss: 3.2440, grad_norm: 2.1934 2020-07-25 03:08:23,847 - mmaction - INFO - Epoch [36][2780/3757] lr: 9.546e-02, eta: 8 days, 3:26:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5445, loss_cls: 3.2803, loss: 3.2803, grad_norm: 2.1580 2020-07-25 03:08:39,635 - mmaction - INFO - Epoch [36][2800/3757] lr: 9.546e-02, eta: 8 days, 3:25:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5727, loss_cls: 3.1822, loss: 3.1822, grad_norm: 2.1346 2020-07-25 03:08:55,443 - mmaction - INFO - Epoch [36][2820/3757] lr: 9.546e-02, eta: 8 days, 3:24:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5641, loss_cls: 3.1614, loss: 3.1614, grad_norm: 2.1748 2020-07-25 03:09:11,234 - mmaction - INFO - Epoch [36][2840/3757] lr: 9.546e-02, eta: 8 days, 3:23:46, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5727, loss_cls: 3.1488, loss: 3.1488, grad_norm: 2.1734 2020-07-25 03:09:27,170 - mmaction - INFO - Epoch [36][2860/3757] lr: 9.546e-02, eta: 8 days, 3:22:59, time: 0.797, data_time: 0.014, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5516, loss_cls: 3.2597, loss: 3.2597, grad_norm: 2.1404 2020-07-25 03:09:42,989 - mmaction - INFO - Epoch [36][2880/3757] lr: 9.546e-02, eta: 8 days, 3:22:08, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5492, loss_cls: 3.2485, loss: 3.2485, grad_norm: 2.0980 2020-07-25 03:09:58,817 - mmaction - INFO - Epoch [36][2900/3757] lr: 9.546e-02, eta: 8 days, 3:21:18, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5656, loss_cls: 3.1623, loss: 3.1623, grad_norm: 2.1250 2020-07-25 03:10:14,678 - mmaction - INFO - Epoch [36][2920/3757] lr: 9.546e-02, eta: 8 days, 3:20:28, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5531, loss_cls: 3.1680, loss: 3.1680, grad_norm: 2.1149 2020-07-25 03:10:30,403 - mmaction - INFO - Epoch [36][2940/3757] lr: 9.546e-02, eta: 8 days, 3:19:36, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5516, loss_cls: 3.2235, loss: 3.2235, grad_norm: 2.2098 2020-07-25 03:10:46,149 - mmaction - INFO - Epoch [36][2960/3757] lr: 9.546e-02, eta: 8 days, 3:18:43, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5750, loss_cls: 3.1313, loss: 3.1313, grad_norm: 2.2066 2020-07-25 03:11:01,948 - mmaction - INFO - Epoch [36][2980/3757] lr: 9.546e-02, eta: 8 days, 3:17:53, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5555, loss_cls: 3.1751, loss: 3.1751, grad_norm: 2.1758 2020-07-25 03:11:17,742 - mmaction - INFO - Epoch [36][3000/3757] lr: 9.546e-02, eta: 8 days, 3:17:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5703, loss_cls: 3.1527, loss: 3.1527, grad_norm: 2.2229 2020-07-25 03:11:33,504 - mmaction - INFO - Epoch [36][3020/3757] lr: 9.546e-02, eta: 8 days, 3:16:10, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5523, loss_cls: 3.2183, loss: 3.2183, grad_norm: 2.2281 2020-07-25 03:11:49,337 - mmaction - INFO - Epoch [36][3040/3757] lr: 9.546e-02, eta: 8 days, 3:15:20, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2859, top5_acc: 0.5320, loss_cls: 3.2977, loss: 3.2977, grad_norm: 2.1878 2020-07-25 03:12:05,107 - mmaction - INFO - Epoch [36][3060/3757] lr: 9.546e-02, eta: 8 days, 3:14:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5625, loss_cls: 3.1885, loss: 3.1885, grad_norm: 2.1430 2020-07-25 03:12:20,913 - mmaction - INFO - Epoch [36][3080/3757] lr: 9.546e-02, eta: 8 days, 3:13:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5672, loss_cls: 3.1152, loss: 3.1152, grad_norm: 2.1571 2020-07-25 03:12:36,683 - mmaction - INFO - Epoch [36][3100/3757] lr: 9.546e-02, eta: 8 days, 3:12:46, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.1839, loss: 3.1839, grad_norm: 2.2009 2020-07-25 03:12:52,492 - mmaction - INFO - Epoch [36][3120/3757] lr: 9.546e-02, eta: 8 days, 3:11:57, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5414, loss_cls: 3.2981, loss: 3.2981, grad_norm: 2.2113 2020-07-25 03:13:08,329 - mmaction - INFO - Epoch [36][3140/3757] lr: 9.546e-02, eta: 8 days, 3:11:07, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5797, loss_cls: 3.1548, loss: 3.1548, grad_norm: 2.1500 2020-07-25 03:13:24,155 - mmaction - INFO - Epoch [36][3160/3757] lr: 9.546e-02, eta: 8 days, 3:10:16, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5750, loss_cls: 3.1437, loss: 3.1437, grad_norm: 2.1221 2020-07-25 03:13:39,977 - mmaction - INFO - Epoch [36][3180/3757] lr: 9.546e-02, eta: 8 days, 3:09:27, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5750, loss_cls: 3.1560, loss: 3.1560, grad_norm: 2.2132 2020-07-25 03:13:55,798 - mmaction - INFO - Epoch [36][3200/3757] lr: 9.546e-02, eta: 8 days, 3:08:38, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5609, loss_cls: 3.1693, loss: 3.1693, grad_norm: 2.1941 2020-07-25 03:14:11,562 - mmaction - INFO - Epoch [36][3220/3757] lr: 9.546e-02, eta: 8 days, 3:07:47, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5539, loss_cls: 3.2495, loss: 3.2495, grad_norm: 2.2393 2020-07-25 03:14:27,361 - mmaction - INFO - Epoch [36][3240/3757] lr: 9.546e-02, eta: 8 days, 3:06:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5805, loss_cls: 3.1123, loss: 3.1123, grad_norm: 2.1144 2020-07-25 03:14:43,149 - mmaction - INFO - Epoch [36][3260/3757] lr: 9.546e-02, eta: 8 days, 3:06:06, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5680, loss_cls: 3.1205, loss: 3.1205, grad_norm: 2.2137 2020-07-25 03:14:58,969 - mmaction - INFO - Epoch [36][3280/3757] lr: 9.546e-02, eta: 8 days, 3:05:16, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5695, loss_cls: 3.1733, loss: 3.1733, grad_norm: 2.3084 2020-07-25 03:15:14,710 - mmaction - INFO - Epoch [36][3300/3757] lr: 9.546e-02, eta: 8 days, 3:04:25, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5453, loss_cls: 3.2316, loss: 3.2316, grad_norm: 2.1698 2020-07-25 03:15:30,498 - mmaction - INFO - Epoch [36][3320/3757] lr: 9.546e-02, eta: 8 days, 3:03:34, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5641, loss_cls: 3.1580, loss: 3.1580, grad_norm: 2.1466 2020-07-25 03:15:46,236 - mmaction - INFO - Epoch [36][3340/3757] lr: 9.546e-02, eta: 8 days, 3:02:43, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5437, loss_cls: 3.2299, loss: 3.2299, grad_norm: 2.1720 2020-07-25 03:16:02,031 - mmaction - INFO - Epoch [36][3360/3757] lr: 9.546e-02, eta: 8 days, 3:01:52, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5656, loss_cls: 3.1469, loss: 3.1469, grad_norm: 2.1313 2020-07-25 03:16:17,793 - mmaction - INFO - Epoch [36][3380/3757] lr: 9.546e-02, eta: 8 days, 3:01:02, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5578, loss_cls: 3.1752, loss: 3.1752, grad_norm: 2.1515 2020-07-25 03:16:33,585 - mmaction - INFO - Epoch [36][3400/3757] lr: 9.546e-02, eta: 8 days, 3:00:12, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5383, loss_cls: 3.2605, loss: 3.2605, grad_norm: 2.1983 2020-07-25 03:16:49,334 - mmaction - INFO - Epoch [36][3420/3757] lr: 9.546e-02, eta: 8 days, 2:59:20, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5406, loss_cls: 3.2677, loss: 3.2677, grad_norm: 2.1771 2020-07-25 03:17:05,146 - mmaction - INFO - Epoch [36][3440/3757] lr: 9.546e-02, eta: 8 days, 2:58:31, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5656, loss_cls: 3.1642, loss: 3.1642, grad_norm: 2.1198 2020-07-25 03:17:20,940 - mmaction - INFO - Epoch [36][3460/3757] lr: 9.546e-02, eta: 8 days, 2:57:41, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5781, loss_cls: 3.1232, loss: 3.1232, grad_norm: 2.1629 2020-07-25 03:17:36,828 - mmaction - INFO - Epoch [36][3480/3757] lr: 9.546e-02, eta: 8 days, 2:56:54, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5398, loss_cls: 3.3362, loss: 3.3362, grad_norm: 2.1506 2020-07-25 03:17:52,665 - mmaction - INFO - Epoch [36][3500/3757] lr: 9.546e-02, eta: 8 days, 2:56:05, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5633, loss_cls: 3.1807, loss: 3.1807, grad_norm: 2.1314 2020-07-25 03:18:08,481 - mmaction - INFO - Epoch [36][3520/3757] lr: 9.546e-02, eta: 8 days, 2:55:16, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5594, loss_cls: 3.1808, loss: 3.1808, grad_norm: 2.2241 2020-07-25 03:18:24,295 - mmaction - INFO - Epoch [36][3540/3757] lr: 9.546e-02, eta: 8 days, 2:54:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2781, top5_acc: 0.5445, loss_cls: 3.2727, loss: 3.2727, grad_norm: 2.0972 2020-07-25 03:18:40,051 - mmaction - INFO - Epoch [36][3560/3757] lr: 9.546e-02, eta: 8 days, 2:53:36, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5773, loss_cls: 3.1243, loss: 3.1243, grad_norm: 2.0690 2020-07-25 03:18:55,813 - mmaction - INFO - Epoch [36][3580/3757] lr: 9.546e-02, eta: 8 days, 2:52:46, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5687, loss_cls: 3.0981, loss: 3.0981, grad_norm: 2.2182 2020-07-25 03:19:11,615 - mmaction - INFO - Epoch [36][3600/3757] lr: 9.546e-02, eta: 8 days, 2:51:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5570, loss_cls: 3.2448, loss: 3.2448, grad_norm: 2.1658 2020-07-25 03:19:27,396 - mmaction - INFO - Epoch [36][3620/3757] lr: 9.546e-02, eta: 8 days, 2:51:06, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5687, loss_cls: 3.1152, loss: 3.1152, grad_norm: 2.1151 2020-07-25 03:19:43,170 - mmaction - INFO - Epoch [36][3640/3757] lr: 9.546e-02, eta: 8 days, 2:50:17, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5414, loss_cls: 3.1856, loss: 3.1856, grad_norm: 2.1717 2020-07-25 03:19:58,994 - mmaction - INFO - Epoch [36][3660/3757] lr: 9.546e-02, eta: 8 days, 2:49:27, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5617, loss_cls: 3.2302, loss: 3.2302, grad_norm: 2.1666 2020-07-25 03:20:14,784 - mmaction - INFO - Epoch [36][3680/3757] lr: 9.546e-02, eta: 8 days, 2:48:38, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5414, loss_cls: 3.3064, loss: 3.3064, grad_norm: 2.1793 2020-07-25 03:20:30,676 - mmaction - INFO - Epoch [36][3700/3757] lr: 9.546e-02, eta: 8 days, 2:47:52, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5977, loss_cls: 3.0711, loss: 3.0711, grad_norm: 2.1989 2020-07-25 03:20:46,403 - mmaction - INFO - Epoch [36][3720/3757] lr: 9.546e-02, eta: 8 days, 2:47:01, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5719, loss_cls: 3.2325, loss: 3.2325, grad_norm: 2.2121 2020-07-25 03:21:02,243 - mmaction - INFO - Epoch [36][3740/3757] lr: 9.546e-02, eta: 8 days, 2:46:12, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5437, loss_cls: 3.3188, loss: 3.3188, grad_norm: 2.1881 2020-07-25 03:21:27,150 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-07-25 03:24:36,413 - mmaction - INFO - Epoch [37][20/3757] lr: 9.520e-02, eta: 8 days, 3:57:28, time: 9.406, data_time: 8.465, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5656, loss_cls: 3.1518, loss: 3.1518, grad_norm: 2.1854 2020-07-25 03:24:52,268 - mmaction - INFO - Epoch [37][40/3757] lr: 9.520e-02, eta: 8 days, 3:56:38, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5711, loss_cls: 3.0781, loss: 3.0781, grad_norm: 2.1919 2020-07-25 03:25:08,183 - mmaction - INFO - Epoch [37][60/3757] lr: 9.520e-02, eta: 8 days, 3:55:50, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5836, loss_cls: 3.0922, loss: 3.0922, grad_norm: 2.2645 2020-07-25 03:25:23,972 - mmaction - INFO - Epoch [37][80/3757] lr: 9.520e-02, eta: 8 days, 3:54:57, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5852, loss_cls: 3.0965, loss: 3.0965, grad_norm: 2.1930 2020-07-25 03:25:39,874 - mmaction - INFO - Epoch [37][100/3757] lr: 9.520e-02, eta: 8 days, 3:54:08, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5641, loss_cls: 3.1873, loss: 3.1873, grad_norm: 2.1346 2020-07-25 03:25:55,722 - mmaction - INFO - Epoch [37][120/3757] lr: 9.520e-02, eta: 8 days, 3:53:18, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.1457, loss: 3.1457, grad_norm: 2.2170 2020-07-25 03:26:11,541 - mmaction - INFO - Epoch [37][140/3757] lr: 9.520e-02, eta: 8 days, 3:52:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5719, loss_cls: 3.1692, loss: 3.1692, grad_norm: 2.2143 2020-07-25 03:26:27,421 - mmaction - INFO - Epoch [37][160/3757] lr: 9.520e-02, eta: 8 days, 3:51:37, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.2948, loss: 3.2948, grad_norm: 2.2089 2020-07-25 03:26:43,247 - mmaction - INFO - Epoch [37][180/3757] lr: 9.520e-02, eta: 8 days, 3:50:46, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5367, loss_cls: 3.2488, loss: 3.2488, grad_norm: 2.1601 2020-07-25 03:26:59,041 - mmaction - INFO - Epoch [37][200/3757] lr: 9.520e-02, eta: 8 days, 3:49:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5867, loss_cls: 3.0776, loss: 3.0776, grad_norm: 2.1390 2020-07-25 03:27:14,810 - mmaction - INFO - Epoch [37][220/3757] lr: 9.520e-02, eta: 8 days, 3:49:02, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.2038, loss: 3.2038, grad_norm: 2.2060 2020-07-25 03:27:30,557 - mmaction - INFO - Epoch [37][240/3757] lr: 9.520e-02, eta: 8 days, 3:48:09, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5734, loss_cls: 3.1798, loss: 3.1798, grad_norm: 2.1752 2020-07-25 03:27:46,300 - mmaction - INFO - Epoch [37][260/3757] lr: 9.520e-02, eta: 8 days, 3:47:16, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5781, loss_cls: 3.1548, loss: 3.1548, grad_norm: 2.1983 2020-07-25 03:28:02,108 - mmaction - INFO - Epoch [37][280/3757] lr: 9.520e-02, eta: 8 days, 3:46:25, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5648, loss_cls: 3.2021, loss: 3.2021, grad_norm: 2.1626 2020-07-25 03:28:17,964 - mmaction - INFO - Epoch [37][300/3757] lr: 9.520e-02, eta: 8 days, 3:45:35, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5586, loss_cls: 3.1826, loss: 3.1826, grad_norm: 2.2313 2020-07-25 03:28:33,723 - mmaction - INFO - Epoch [37][320/3757] lr: 9.520e-02, eta: 8 days, 3:44:43, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.1161, loss: 3.1161, grad_norm: 2.1455 2020-07-25 03:28:49,622 - mmaction - INFO - Epoch [37][340/3757] lr: 9.520e-02, eta: 8 days, 3:43:54, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5633, loss_cls: 3.1506, loss: 3.1506, grad_norm: 2.1589 2020-07-25 03:29:05,423 - mmaction - INFO - Epoch [37][360/3757] lr: 9.520e-02, eta: 8 days, 3:43:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5797, loss_cls: 3.0551, loss: 3.0551, grad_norm: 2.1666 2020-07-25 03:29:21,200 - mmaction - INFO - Epoch [37][380/3757] lr: 9.520e-02, eta: 8 days, 3:42:11, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5617, loss_cls: 3.2507, loss: 3.2507, grad_norm: 2.2412 2020-07-25 03:29:37,012 - mmaction - INFO - Epoch [37][400/3757] lr: 9.520e-02, eta: 8 days, 3:41:20, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2805, top5_acc: 0.5484, loss_cls: 3.2441, loss: 3.2441, grad_norm: 2.1596 2020-07-25 03:29:52,804 - mmaction - INFO - Epoch [37][420/3757] lr: 9.520e-02, eta: 8 days, 3:40:29, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5531, loss_cls: 3.2294, loss: 3.2294, grad_norm: 2.1734 2020-07-25 03:30:08,685 - mmaction - INFO - Epoch [37][440/3757] lr: 9.520e-02, eta: 8 days, 3:39:40, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5734, loss_cls: 3.1070, loss: 3.1070, grad_norm: 2.1406 2020-07-25 03:30:24,581 - mmaction - INFO - Epoch [37][460/3757] lr: 9.520e-02, eta: 8 days, 3:38:52, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5430, loss_cls: 3.2653, loss: 3.2653, grad_norm: 2.1895 2020-07-25 03:30:40,449 - mmaction - INFO - Epoch [37][480/3757] lr: 9.520e-02, eta: 8 days, 3:38:03, time: 0.793, data_time: 0.007, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5633, loss_cls: 3.1464, loss: 3.1464, grad_norm: 2.1603 2020-07-25 03:30:56,287 - mmaction - INFO - Epoch [37][500/3757] lr: 9.520e-02, eta: 8 days, 3:37:13, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5570, loss_cls: 3.2107, loss: 3.2107, grad_norm: 2.2146 2020-07-25 03:31:12,110 - mmaction - INFO - Epoch [37][520/3757] lr: 9.520e-02, eta: 8 days, 3:36:23, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5648, loss_cls: 3.1521, loss: 3.1521, grad_norm: 2.2119 2020-07-25 03:31:27,845 - mmaction - INFO - Epoch [37][540/3757] lr: 9.520e-02, eta: 8 days, 3:35:30, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5617, loss_cls: 3.1914, loss: 3.1914, grad_norm: 2.1798 2020-07-25 03:31:43,762 - mmaction - INFO - Epoch [37][560/3757] lr: 9.520e-02, eta: 8 days, 3:34:42, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5719, loss_cls: 3.1791, loss: 3.1791, grad_norm: 2.1622 2020-07-25 03:31:59,534 - mmaction - INFO - Epoch [37][580/3757] lr: 9.520e-02, eta: 8 days, 3:33:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5430, loss_cls: 3.2637, loss: 3.2637, grad_norm: 2.2371 2020-07-25 03:32:15,374 - mmaction - INFO - Epoch [37][600/3757] lr: 9.520e-02, eta: 8 days, 3:33:02, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5594, loss_cls: 3.1148, loss: 3.1148, grad_norm: 2.1385 2020-07-25 03:32:31,117 - mmaction - INFO - Epoch [37][620/3757] lr: 9.520e-02, eta: 8 days, 3:32:09, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5672, loss_cls: 3.1409, loss: 3.1409, grad_norm: 2.1309 2020-07-25 03:32:46,860 - mmaction - INFO - Epoch [37][640/3757] lr: 9.520e-02, eta: 8 days, 3:31:17, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5633, loss_cls: 3.1615, loss: 3.1615, grad_norm: 2.1846 2020-07-25 03:33:02,560 - mmaction - INFO - Epoch [37][660/3757] lr: 9.520e-02, eta: 8 days, 3:30:24, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5641, loss_cls: 3.1704, loss: 3.1704, grad_norm: 2.1790 2020-07-25 03:33:18,297 - mmaction - INFO - Epoch [37][680/3757] lr: 9.520e-02, eta: 8 days, 3:29:32, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5539, loss_cls: 3.2320, loss: 3.2320, grad_norm: 2.1999 2020-07-25 03:33:34,091 - mmaction - INFO - Epoch [37][700/3757] lr: 9.520e-02, eta: 8 days, 3:28:41, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5641, loss_cls: 3.2009, loss: 3.2009, grad_norm: 2.2200 2020-07-25 03:33:49,927 - mmaction - INFO - Epoch [37][720/3757] lr: 9.520e-02, eta: 8 days, 3:27:52, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5648, loss_cls: 3.2118, loss: 3.2118, grad_norm: 2.2184 2020-07-25 03:34:05,716 - mmaction - INFO - Epoch [37][740/3757] lr: 9.520e-02, eta: 8 days, 3:27:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2844, top5_acc: 0.5531, loss_cls: 3.2141, loss: 3.2141, grad_norm: 2.1713 2020-07-25 03:34:21,519 - mmaction - INFO - Epoch [37][760/3757] lr: 9.520e-02, eta: 8 days, 3:26:11, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5453, loss_cls: 3.2195, loss: 3.2195, grad_norm: 2.2527 2020-07-25 03:34:37,327 - mmaction - INFO - Epoch [37][780/3757] lr: 9.520e-02, eta: 8 days, 3:25:21, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5852, loss_cls: 3.0888, loss: 3.0888, grad_norm: 2.2351 2020-07-25 03:34:53,127 - mmaction - INFO - Epoch [37][800/3757] lr: 9.520e-02, eta: 8 days, 3:24:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5555, loss_cls: 3.1790, loss: 3.1790, grad_norm: 2.1318 2020-07-25 03:35:08,884 - mmaction - INFO - Epoch [37][820/3757] lr: 9.520e-02, eta: 8 days, 3:23:39, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5578, loss_cls: 3.1943, loss: 3.1943, grad_norm: 2.1920 2020-07-25 03:35:24,819 - mmaction - INFO - Epoch [37][840/3757] lr: 9.520e-02, eta: 8 days, 3:22:53, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5570, loss_cls: 3.1836, loss: 3.1836, grad_norm: 2.2079 2020-07-25 03:35:40,659 - mmaction - INFO - Epoch [37][860/3757] lr: 9.520e-02, eta: 8 days, 3:22:04, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5852, loss_cls: 3.1606, loss: 3.1606, grad_norm: 2.2537 2020-07-25 03:35:56,418 - mmaction - INFO - Epoch [37][880/3757] lr: 9.520e-02, eta: 8 days, 3:21:13, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5781, loss_cls: 3.1282, loss: 3.1282, grad_norm: 2.2126 2020-07-25 03:36:12,227 - mmaction - INFO - Epoch [37][900/3757] lr: 9.520e-02, eta: 8 days, 3:20:23, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5383, loss_cls: 3.2079, loss: 3.2079, grad_norm: 2.1309 2020-07-25 03:36:28,003 - mmaction - INFO - Epoch [37][920/3757] lr: 9.520e-02, eta: 8 days, 3:19:32, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5406, loss_cls: 3.2712, loss: 3.2712, grad_norm: 2.1764 2020-07-25 03:36:43,753 - mmaction - INFO - Epoch [37][940/3757] lr: 9.520e-02, eta: 8 days, 3:18:41, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5633, loss_cls: 3.1150, loss: 3.1150, grad_norm: 2.1525 2020-07-25 03:36:59,586 - mmaction - INFO - Epoch [37][960/3757] lr: 9.520e-02, eta: 8 days, 3:17:52, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5531, loss_cls: 3.2655, loss: 3.2655, grad_norm: 2.2513 2020-07-25 03:37:15,328 - mmaction - INFO - Epoch [37][980/3757] lr: 9.520e-02, eta: 8 days, 3:17:01, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5750, loss_cls: 3.1232, loss: 3.1232, grad_norm: 2.1956 2020-07-25 03:37:31,147 - mmaction - INFO - Epoch [37][1000/3757] lr: 9.520e-02, eta: 8 days, 3:16:11, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.2639, loss: 3.2639, grad_norm: 2.2074 2020-07-25 03:37:46,906 - mmaction - INFO - Epoch [37][1020/3757] lr: 9.520e-02, eta: 8 days, 3:15:21, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5555, loss_cls: 3.2322, loss: 3.2322, grad_norm: 2.1460 2020-07-25 03:38:02,700 - mmaction - INFO - Epoch [37][1040/3757] lr: 9.520e-02, eta: 8 days, 3:14:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5727, loss_cls: 3.1851, loss: 3.1851, grad_norm: 2.2088 2020-07-25 03:38:18,688 - mmaction - INFO - Epoch [37][1060/3757] lr: 9.520e-02, eta: 8 days, 3:13:46, time: 0.800, data_time: 0.012, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5477, loss_cls: 3.1903, loss: 3.1903, grad_norm: 2.1893 2020-07-25 03:38:34,426 - mmaction - INFO - Epoch [37][1080/3757] lr: 9.520e-02, eta: 8 days, 3:12:55, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5727, loss_cls: 3.1280, loss: 3.1280, grad_norm: 2.1657 2020-07-25 03:38:50,235 - mmaction - INFO - Epoch [37][1100/3757] lr: 9.520e-02, eta: 8 days, 3:12:06, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5695, loss_cls: 3.1588, loss: 3.1588, grad_norm: 2.1969 2020-07-25 03:39:06,034 - mmaction - INFO - Epoch [37][1120/3757] lr: 9.520e-02, eta: 8 days, 3:11:16, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5641, loss_cls: 3.1962, loss: 3.1962, grad_norm: 2.1615 2020-07-25 03:39:21,808 - mmaction - INFO - Epoch [37][1140/3757] lr: 9.520e-02, eta: 8 days, 3:10:26, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5602, loss_cls: 3.1586, loss: 3.1586, grad_norm: 2.1524 2020-07-25 03:39:37,605 - mmaction - INFO - Epoch [37][1160/3757] lr: 9.520e-02, eta: 8 days, 3:09:36, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5539, loss_cls: 3.1510, loss: 3.1510, grad_norm: 2.1744 2020-07-25 03:39:53,654 - mmaction - INFO - Epoch [37][1180/3757] lr: 9.520e-02, eta: 8 days, 3:08:53, time: 0.803, data_time: 0.014, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5406, loss_cls: 3.2600, loss: 3.2600, grad_norm: 2.2239 2020-07-25 03:40:09,551 - mmaction - INFO - Epoch [37][1200/3757] lr: 9.520e-02, eta: 8 days, 3:08:07, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.2132, loss: 3.2132, grad_norm: 2.2016 2020-07-25 03:40:25,269 - mmaction - INFO - Epoch [37][1220/3757] lr: 9.520e-02, eta: 8 days, 3:07:15, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5656, loss_cls: 3.2133, loss: 3.2133, grad_norm: 2.1958 2020-07-25 03:40:41,040 - mmaction - INFO - Epoch [37][1240/3757] lr: 9.520e-02, eta: 8 days, 3:06:25, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5570, loss_cls: 3.1563, loss: 3.1563, grad_norm: 2.1780 2020-07-25 03:40:56,805 - mmaction - INFO - Epoch [37][1260/3757] lr: 9.520e-02, eta: 8 days, 3:05:35, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5781, loss_cls: 3.1348, loss: 3.1348, grad_norm: 2.2230 2020-07-25 03:41:12,538 - mmaction - INFO - Epoch [37][1280/3757] lr: 9.520e-02, eta: 8 days, 3:04:44, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5883, loss_cls: 3.0520, loss: 3.0520, grad_norm: 2.1752 2020-07-25 03:41:28,303 - mmaction - INFO - Epoch [37][1300/3757] lr: 9.520e-02, eta: 8 days, 3:03:54, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5680, loss_cls: 3.1933, loss: 3.1933, grad_norm: 2.2421 2020-07-25 03:41:44,103 - mmaction - INFO - Epoch [37][1320/3757] lr: 9.520e-02, eta: 8 days, 3:03:05, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5531, loss_cls: 3.2414, loss: 3.2414, grad_norm: 2.2033 2020-07-25 03:41:59,913 - mmaction - INFO - Epoch [37][1340/3757] lr: 9.520e-02, eta: 8 days, 3:02:17, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5570, loss_cls: 3.2503, loss: 3.2503, grad_norm: 2.2622 2020-07-25 03:42:15,564 - mmaction - INFO - Epoch [37][1360/3757] lr: 9.520e-02, eta: 8 days, 3:01:24, time: 0.782, data_time: 0.001, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5656, loss_cls: 3.2193, loss: 3.2193, grad_norm: 2.1995 2020-07-25 03:42:31,318 - mmaction - INFO - Epoch [37][1380/3757] lr: 9.520e-02, eta: 8 days, 3:00:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5844, loss_cls: 3.0881, loss: 3.0881, grad_norm: 2.0910 2020-07-25 03:42:47,106 - mmaction - INFO - Epoch [37][1400/3757] lr: 9.520e-02, eta: 8 days, 2:59:44, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2766, top5_acc: 0.5492, loss_cls: 3.2766, loss: 3.2766, grad_norm: 2.1835 2020-07-25 03:43:02,905 - mmaction - INFO - Epoch [37][1420/3757] lr: 9.520e-02, eta: 8 days, 2:58:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5563, loss_cls: 3.1626, loss: 3.1626, grad_norm: 2.1616 2020-07-25 03:43:18,676 - mmaction - INFO - Epoch [37][1440/3757] lr: 9.520e-02, eta: 8 days, 2:58:06, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5703, loss_cls: 3.1907, loss: 3.1907, grad_norm: 2.1176 2020-07-25 03:43:34,431 - mmaction - INFO - Epoch [37][1460/3757] lr: 9.520e-02, eta: 8 days, 2:57:16, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5406, loss_cls: 3.2139, loss: 3.2139, grad_norm: 2.1539 2020-07-25 03:43:50,187 - mmaction - INFO - Epoch [37][1480/3757] lr: 9.520e-02, eta: 8 days, 2:56:26, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5813, loss_cls: 3.0714, loss: 3.0714, grad_norm: 2.1674 2020-07-25 03:44:06,020 - mmaction - INFO - Epoch [37][1500/3757] lr: 9.520e-02, eta: 8 days, 2:55:38, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5516, loss_cls: 3.1948, loss: 3.1948, grad_norm: 2.2654 2020-07-25 03:44:21,808 - mmaction - INFO - Epoch [37][1520/3757] lr: 9.520e-02, eta: 8 days, 2:54:49, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5375, loss_cls: 3.2726, loss: 3.2726, grad_norm: 2.2112 2020-07-25 03:44:37,556 - mmaction - INFO - Epoch [37][1540/3757] lr: 9.520e-02, eta: 8 days, 2:53:59, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5594, loss_cls: 3.2224, loss: 3.2224, grad_norm: 2.1375 2020-07-25 03:44:53,302 - mmaction - INFO - Epoch [37][1560/3757] lr: 9.520e-02, eta: 8 days, 2:53:09, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5656, loss_cls: 3.1172, loss: 3.1172, grad_norm: 2.1399 2020-07-25 03:45:09,148 - mmaction - INFO - Epoch [37][1580/3757] lr: 9.520e-02, eta: 8 days, 2:52:22, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5734, loss_cls: 3.1274, loss: 3.1274, grad_norm: 2.1839 2020-07-25 03:45:24,975 - mmaction - INFO - Epoch [37][1600/3757] lr: 9.520e-02, eta: 8 days, 2:51:34, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5547, loss_cls: 3.2162, loss: 3.2162, grad_norm: 2.1940 2020-07-25 03:45:40,818 - mmaction - INFO - Epoch [37][1620/3757] lr: 9.520e-02, eta: 8 days, 2:50:46, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5805, loss_cls: 3.1232, loss: 3.1232, grad_norm: 2.2022 2020-07-25 03:45:56,580 - mmaction - INFO - Epoch [37][1640/3757] lr: 9.520e-02, eta: 8 days, 2:49:57, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5594, loss_cls: 3.1565, loss: 3.1565, grad_norm: 2.1864 2020-07-25 03:46:12,401 - mmaction - INFO - Epoch [37][1660/3757] lr: 9.520e-02, eta: 8 days, 2:49:09, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5602, loss_cls: 3.2251, loss: 3.2251, grad_norm: 2.1194 2020-07-25 03:46:28,246 - mmaction - INFO - Epoch [37][1680/3757] lr: 9.520e-02, eta: 8 days, 2:48:22, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5523, loss_cls: 3.2411, loss: 3.2411, grad_norm: 2.1578 2020-07-25 03:46:44,044 - mmaction - INFO - Epoch [37][1700/3757] lr: 9.520e-02, eta: 8 days, 2:47:34, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5766, loss_cls: 3.1825, loss: 3.1825, grad_norm: 2.2405 2020-07-25 03:46:59,869 - mmaction - INFO - Epoch [37][1720/3757] lr: 9.520e-02, eta: 8 days, 2:46:46, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5672, loss_cls: 3.1548, loss: 3.1548, grad_norm: 2.1952 2020-07-25 03:47:15,579 - mmaction - INFO - Epoch [37][1740/3757] lr: 9.520e-02, eta: 8 days, 2:45:56, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5648, loss_cls: 3.1564, loss: 3.1564, grad_norm: 2.1960 2020-07-25 03:47:31,439 - mmaction - INFO - Epoch [37][1760/3757] lr: 9.520e-02, eta: 8 days, 2:45:09, time: 0.793, data_time: 0.009, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5758, loss_cls: 3.0888, loss: 3.0888, grad_norm: 2.1882 2020-07-25 03:47:47,311 - mmaction - INFO - Epoch [37][1780/3757] lr: 9.520e-02, eta: 8 days, 2:44:22, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2781, top5_acc: 0.5422, loss_cls: 3.2717, loss: 3.2717, grad_norm: 2.1961 2020-07-25 03:48:03,118 - mmaction - INFO - Epoch [37][1800/3757] lr: 9.520e-02, eta: 8 days, 2:43:35, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5664, loss_cls: 3.1334, loss: 3.1334, grad_norm: 2.1614 2020-07-25 03:48:18,936 - mmaction - INFO - Epoch [37][1820/3757] lr: 9.520e-02, eta: 8 days, 2:42:47, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5680, loss_cls: 3.1658, loss: 3.1658, grad_norm: 2.1878 2020-07-25 03:48:34,771 - mmaction - INFO - Epoch [37][1840/3757] lr: 9.520e-02, eta: 8 days, 2:42:00, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5602, loss_cls: 3.1400, loss: 3.1400, grad_norm: 2.1669 2020-07-25 03:48:50,516 - mmaction - INFO - Epoch [37][1860/3757] lr: 9.520e-02, eta: 8 days, 2:41:11, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5758, loss_cls: 3.1450, loss: 3.1450, grad_norm: 2.1903 2020-07-25 03:49:06,374 - mmaction - INFO - Epoch [37][1880/3757] lr: 9.520e-02, eta: 8 days, 2:40:24, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5289, loss_cls: 3.3056, loss: 3.3056, grad_norm: 2.1951 2020-07-25 03:49:22,039 - mmaction - INFO - Epoch [37][1900/3757] lr: 9.520e-02, eta: 8 days, 2:39:33, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5594, loss_cls: 3.2154, loss: 3.2154, grad_norm: 2.1186 2020-07-25 03:49:37,855 - mmaction - INFO - Epoch [37][1920/3757] lr: 9.520e-02, eta: 8 days, 2:38:45, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5594, loss_cls: 3.2348, loss: 3.2348, grad_norm: 2.1519 2020-07-25 03:49:53,686 - mmaction - INFO - Epoch [37][1940/3757] lr: 9.520e-02, eta: 8 days, 2:37:57, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5563, loss_cls: 3.1985, loss: 3.1985, grad_norm: 2.1710 2020-07-25 03:50:09,433 - mmaction - INFO - Epoch [37][1960/3757] lr: 9.520e-02, eta: 8 days, 2:37:10, time: 0.790, data_time: 0.006, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5531, loss_cls: 3.2298, loss: 3.2298, grad_norm: 2.1084 2020-07-25 03:50:25,201 - mmaction - INFO - Epoch [37][1980/3757] lr: 9.520e-02, eta: 8 days, 2:36:21, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5617, loss_cls: 3.1671, loss: 3.1671, grad_norm: 2.2042 2020-07-25 03:50:41,043 - mmaction - INFO - Epoch [37][2000/3757] lr: 9.520e-02, eta: 8 days, 2:35:34, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5523, loss_cls: 3.2568, loss: 3.2568, grad_norm: 2.2476 2020-07-25 03:50:56,856 - mmaction - INFO - Epoch [37][2020/3757] lr: 9.520e-02, eta: 8 days, 2:34:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5703, loss_cls: 3.1527, loss: 3.1527, grad_norm: 2.1422 2020-07-25 03:51:12,696 - mmaction - INFO - Epoch [37][2040/3757] lr: 9.520e-02, eta: 8 days, 2:34:00, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.2912, loss: 3.2912, grad_norm: 2.1801 2020-07-25 03:51:28,428 - mmaction - INFO - Epoch [37][2060/3757] lr: 9.520e-02, eta: 8 days, 2:33:11, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5820, loss_cls: 3.1049, loss: 3.1049, grad_norm: 2.1890 2020-07-25 03:51:44,232 - mmaction - INFO - Epoch [37][2080/3757] lr: 9.520e-02, eta: 8 days, 2:32:24, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5461, loss_cls: 3.2010, loss: 3.2010, grad_norm: 2.2172 2020-07-25 03:52:00,129 - mmaction - INFO - Epoch [37][2100/3757] lr: 9.520e-02, eta: 8 days, 2:31:39, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.2797, top5_acc: 0.5461, loss_cls: 3.2619, loss: 3.2619, grad_norm: 2.1590 2020-07-25 03:52:15,931 - mmaction - INFO - Epoch [37][2120/3757] lr: 9.520e-02, eta: 8 days, 2:30:51, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5664, loss_cls: 3.1780, loss: 3.1780, grad_norm: 2.1454 2020-07-25 03:52:31,723 - mmaction - INFO - Epoch [37][2140/3757] lr: 9.520e-02, eta: 8 days, 2:30:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5633, loss_cls: 3.2087, loss: 3.2087, grad_norm: 2.2000 2020-07-25 03:52:47,469 - mmaction - INFO - Epoch [37][2160/3757] lr: 9.520e-02, eta: 8 days, 2:29:15, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5461, loss_cls: 3.2831, loss: 3.2831, grad_norm: 2.2098 2020-07-25 03:53:03,365 - mmaction - INFO - Epoch [37][2180/3757] lr: 9.520e-02, eta: 8 days, 2:28:30, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5523, loss_cls: 3.2158, loss: 3.2158, grad_norm: 2.1967 2020-07-25 03:53:19,112 - mmaction - INFO - Epoch [37][2200/3757] lr: 9.520e-02, eta: 8 days, 2:27:42, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5773, loss_cls: 3.1277, loss: 3.1277, grad_norm: 2.1213 2020-07-25 03:53:34,898 - mmaction - INFO - Epoch [37][2220/3757] lr: 9.520e-02, eta: 8 days, 2:26:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5609, loss_cls: 3.2179, loss: 3.2179, grad_norm: 2.2357 2020-07-25 03:53:50,716 - mmaction - INFO - Epoch [37][2240/3757] lr: 9.520e-02, eta: 8 days, 2:26:07, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5742, loss_cls: 3.1258, loss: 3.1258, grad_norm: 2.1382 2020-07-25 03:54:06,504 - mmaction - INFO - Epoch [37][2260/3757] lr: 9.520e-02, eta: 8 days, 2:25:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5922, loss_cls: 3.0627, loss: 3.0627, grad_norm: 2.1144 2020-07-25 03:54:22,301 - mmaction - INFO - Epoch [37][2280/3757] lr: 9.520e-02, eta: 8 days, 2:24:33, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5617, loss_cls: 3.1265, loss: 3.1265, grad_norm: 2.1368 2020-07-25 03:54:38,143 - mmaction - INFO - Epoch [37][2300/3757] lr: 9.520e-02, eta: 8 days, 2:23:47, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5414, loss_cls: 3.2713, loss: 3.2713, grad_norm: 2.2013 2020-07-25 03:54:53,950 - mmaction - INFO - Epoch [37][2320/3757] lr: 9.520e-02, eta: 8 days, 2:23:00, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5391, loss_cls: 3.2813, loss: 3.2813, grad_norm: 2.1921 2020-07-25 03:55:09,824 - mmaction - INFO - Epoch [37][2340/3757] lr: 9.520e-02, eta: 8 days, 2:22:14, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5727, loss_cls: 3.1422, loss: 3.1422, grad_norm: 2.1806 2020-07-25 03:55:25,674 - mmaction - INFO - Epoch [37][2360/3757] lr: 9.520e-02, eta: 8 days, 2:21:29, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5641, loss_cls: 3.1547, loss: 3.1547, grad_norm: 2.1724 2020-07-25 03:55:41,458 - mmaction - INFO - Epoch [37][2380/3757] lr: 9.520e-02, eta: 8 days, 2:20:41, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5531, loss_cls: 3.2225, loss: 3.2225, grad_norm: 2.2011 2020-07-25 03:55:57,319 - mmaction - INFO - Epoch [37][2400/3757] lr: 9.520e-02, eta: 8 days, 2:19:56, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5398, loss_cls: 3.3100, loss: 3.3100, grad_norm: 2.1244 2020-07-25 03:56:13,191 - mmaction - INFO - Epoch [37][2420/3757] lr: 9.520e-02, eta: 8 days, 2:19:11, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5594, loss_cls: 3.1893, loss: 3.1893, grad_norm: 2.1634 2020-07-25 03:56:28,974 - mmaction - INFO - Epoch [37][2440/3757] lr: 9.520e-02, eta: 8 days, 2:18:24, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5422, loss_cls: 3.2480, loss: 3.2480, grad_norm: 2.1314 2020-07-25 03:56:44,812 - mmaction - INFO - Epoch [37][2460/3757] lr: 9.520e-02, eta: 8 days, 2:17:38, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5797, loss_cls: 3.0881, loss: 3.0881, grad_norm: 2.1619 2020-07-25 03:57:00,648 - mmaction - INFO - Epoch [37][2480/3757] lr: 9.520e-02, eta: 8 days, 2:16:52, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5789, loss_cls: 3.1427, loss: 3.1427, grad_norm: 2.1501 2020-07-25 03:57:16,422 - mmaction - INFO - Epoch [37][2500/3757] lr: 9.520e-02, eta: 8 days, 2:16:05, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5680, loss_cls: 3.1390, loss: 3.1390, grad_norm: 2.1942 2020-07-25 03:57:32,295 - mmaction - INFO - Epoch [37][2520/3757] lr: 9.520e-02, eta: 8 days, 2:15:20, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5633, loss_cls: 3.2124, loss: 3.2124, grad_norm: 2.1160 2020-07-25 03:57:48,167 - mmaction - INFO - Epoch [37][2540/3757] lr: 9.520e-02, eta: 8 days, 2:14:35, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5625, loss_cls: 3.1924, loss: 3.1924, grad_norm: 2.1373 2020-07-25 03:58:03,966 - mmaction - INFO - Epoch [37][2560/3757] lr: 9.520e-02, eta: 8 days, 2:13:49, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5898, loss_cls: 3.0448, loss: 3.0448, grad_norm: 2.1585 2020-07-25 03:58:19,746 - mmaction - INFO - Epoch [37][2580/3757] lr: 9.520e-02, eta: 8 days, 2:13:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5359, loss_cls: 3.2923, loss: 3.2923, grad_norm: 2.2516 2020-07-25 03:58:35,514 - mmaction - INFO - Epoch [37][2600/3757] lr: 9.520e-02, eta: 8 days, 2:12:14, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5648, loss_cls: 3.2049, loss: 3.2049, grad_norm: 2.1459 2020-07-25 03:58:51,293 - mmaction - INFO - Epoch [37][2620/3757] lr: 9.520e-02, eta: 8 days, 2:11:27, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5727, loss_cls: 3.2145, loss: 3.2145, grad_norm: 2.1894 2020-07-25 03:59:07,091 - mmaction - INFO - Epoch [37][2640/3757] lr: 9.520e-02, eta: 8 days, 2:10:40, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5836, loss_cls: 3.1201, loss: 3.1201, grad_norm: 2.1888 2020-07-25 03:59:22,857 - mmaction - INFO - Epoch [37][2660/3757] lr: 9.520e-02, eta: 8 days, 2:09:53, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5469, loss_cls: 3.2586, loss: 3.2586, grad_norm: 2.2187 2020-07-25 03:59:38,616 - mmaction - INFO - Epoch [37][2680/3757] lr: 9.520e-02, eta: 8 days, 2:09:06, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5625, loss_cls: 3.2103, loss: 3.2103, grad_norm: 2.2073 2020-07-25 03:59:54,466 - mmaction - INFO - Epoch [37][2700/3757] lr: 9.520e-02, eta: 8 days, 2:08:21, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2828, top5_acc: 0.5391, loss_cls: 3.2892, loss: 3.2892, grad_norm: 2.1784 2020-07-25 04:00:15,745 - mmaction - INFO - Epoch [37][2720/3757] lr: 9.520e-02, eta: 8 days, 2:09:52, time: 1.063, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5516, loss_cls: 3.2519, loss: 3.2519, grad_norm: 2.1367 2020-07-25 04:00:31,554 - mmaction - INFO - Epoch [37][2740/3757] lr: 9.520e-02, eta: 8 days, 2:09:06, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5680, loss_cls: 3.1207, loss: 3.1207, grad_norm: 2.1717 2020-07-25 04:00:47,454 - mmaction - INFO - Epoch [37][2760/3757] lr: 9.520e-02, eta: 8 days, 2:08:22, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5813, loss_cls: 3.1422, loss: 3.1422, grad_norm: 2.1863 2020-07-25 04:01:03,321 - mmaction - INFO - Epoch [37][2780/3757] lr: 9.520e-02, eta: 8 days, 2:07:37, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2758, top5_acc: 0.5461, loss_cls: 3.3158, loss: 3.3158, grad_norm: 2.1517 2020-07-25 04:01:19,153 - mmaction - INFO - Epoch [37][2800/3757] lr: 9.520e-02, eta: 8 days, 2:06:52, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5492, loss_cls: 3.2462, loss: 3.2462, grad_norm: 2.1949 2020-07-25 04:01:34,918 - mmaction - INFO - Epoch [37][2820/3757] lr: 9.520e-02, eta: 8 days, 2:06:05, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5578, loss_cls: 3.2135, loss: 3.2135, grad_norm: 2.2069 2020-07-25 04:01:50,795 - mmaction - INFO - Epoch [37][2840/3757] lr: 9.520e-02, eta: 8 days, 2:05:21, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5594, loss_cls: 3.1952, loss: 3.1952, grad_norm: 2.2651 2020-07-25 04:02:06,508 - mmaction - INFO - Epoch [37][2860/3757] lr: 9.520e-02, eta: 8 days, 2:04:33, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5430, loss_cls: 3.2147, loss: 3.2147, grad_norm: 2.2263 2020-07-25 04:02:22,310 - mmaction - INFO - Epoch [37][2880/3757] lr: 9.520e-02, eta: 8 days, 2:03:47, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5461, loss_cls: 3.2272, loss: 3.2272, grad_norm: 2.1247 2020-07-25 04:02:38,154 - mmaction - INFO - Epoch [37][2900/3757] lr: 9.520e-02, eta: 8 days, 2:03:01, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5867, loss_cls: 3.0132, loss: 3.0132, grad_norm: 2.1278 2020-07-25 04:02:54,064 - mmaction - INFO - Epoch [37][2920/3757] lr: 9.520e-02, eta: 8 days, 2:02:18, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5461, loss_cls: 3.2510, loss: 3.2510, grad_norm: 2.1818 2020-07-25 04:03:09,893 - mmaction - INFO - Epoch [37][2940/3757] lr: 9.520e-02, eta: 8 days, 2:01:33, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5695, loss_cls: 3.1924, loss: 3.1924, grad_norm: 2.2115 2020-07-25 04:03:25,715 - mmaction - INFO - Epoch [37][2960/3757] lr: 9.520e-02, eta: 8 days, 2:00:48, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5586, loss_cls: 3.2363, loss: 3.2363, grad_norm: 2.1779 2020-07-25 04:03:41,569 - mmaction - INFO - Epoch [37][2980/3757] lr: 9.520e-02, eta: 8 days, 2:00:03, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5586, loss_cls: 3.1366, loss: 3.1366, grad_norm: 2.1934 2020-07-25 04:03:57,391 - mmaction - INFO - Epoch [37][3000/3757] lr: 9.520e-02, eta: 8 days, 1:59:18, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5570, loss_cls: 3.1724, loss: 3.1724, grad_norm: 2.2335 2020-07-25 04:04:13,163 - mmaction - INFO - Epoch [37][3020/3757] lr: 9.520e-02, eta: 8 days, 1:58:31, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.1082, loss: 3.1082, grad_norm: 2.2167 2020-07-25 04:04:28,991 - mmaction - INFO - Epoch [37][3040/3757] lr: 9.520e-02, eta: 8 days, 1:57:46, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5633, loss_cls: 3.2833, loss: 3.2833, grad_norm: 2.1649 2020-07-25 04:04:44,749 - mmaction - INFO - Epoch [37][3060/3757] lr: 9.520e-02, eta: 8 days, 1:56:59, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5594, loss_cls: 3.1293, loss: 3.1293, grad_norm: 2.0922 2020-07-25 04:05:00,612 - mmaction - INFO - Epoch [37][3080/3757] lr: 9.520e-02, eta: 8 days, 1:56:15, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5648, loss_cls: 3.2223, loss: 3.2223, grad_norm: 2.1663 2020-07-25 04:05:16,418 - mmaction - INFO - Epoch [37][3100/3757] lr: 9.520e-02, eta: 8 days, 1:55:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2844, top5_acc: 0.5258, loss_cls: 3.3926, loss: 3.3926, grad_norm: 2.1741 2020-07-25 04:05:32,170 - mmaction - INFO - Epoch [37][3120/3757] lr: 9.520e-02, eta: 8 days, 1:54:42, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5664, loss_cls: 3.2239, loss: 3.2239, grad_norm: 2.1236 2020-07-25 04:05:47,909 - mmaction - INFO - Epoch [37][3140/3757] lr: 9.520e-02, eta: 8 days, 1:53:56, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.1950, loss: 3.1950, grad_norm: 2.1736 2020-07-25 04:06:03,695 - mmaction - INFO - Epoch [37][3160/3757] lr: 9.520e-02, eta: 8 days, 1:53:10, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.1635, loss: 3.1635, grad_norm: 2.1961 2020-07-25 04:06:19,453 - mmaction - INFO - Epoch [37][3180/3757] lr: 9.520e-02, eta: 8 days, 1:52:23, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5617, loss_cls: 3.1884, loss: 3.1884, grad_norm: 2.1732 2020-07-25 04:06:35,211 - mmaction - INFO - Epoch [37][3200/3757] lr: 9.520e-02, eta: 8 days, 1:51:36, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5742, loss_cls: 3.1623, loss: 3.1623, grad_norm: 2.1143 2020-07-25 04:06:50,986 - mmaction - INFO - Epoch [37][3220/3757] lr: 9.520e-02, eta: 8 days, 1:50:50, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5437, loss_cls: 3.2002, loss: 3.2002, grad_norm: 2.1332 2020-07-25 04:07:06,782 - mmaction - INFO - Epoch [37][3240/3757] lr: 9.520e-02, eta: 8 days, 1:50:05, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5742, loss_cls: 3.1251, loss: 3.1251, grad_norm: 2.1831 2020-07-25 04:07:22,637 - mmaction - INFO - Epoch [37][3260/3757] lr: 9.520e-02, eta: 8 days, 1:49:21, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5773, loss_cls: 3.1035, loss: 3.1035, grad_norm: 2.1606 2020-07-25 04:07:38,410 - mmaction - INFO - Epoch [37][3280/3757] lr: 9.520e-02, eta: 8 days, 1:48:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5445, loss_cls: 3.1557, loss: 3.1557, grad_norm: 2.2280 2020-07-25 04:07:54,199 - mmaction - INFO - Epoch [37][3300/3757] lr: 9.520e-02, eta: 8 days, 1:47:49, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5656, loss_cls: 3.2298, loss: 3.2298, grad_norm: 2.1760 2020-07-25 04:08:09,996 - mmaction - INFO - Epoch [37][3320/3757] lr: 9.520e-02, eta: 8 days, 1:47:04, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5594, loss_cls: 3.1793, loss: 3.1793, grad_norm: 2.1905 2020-07-25 04:08:25,778 - mmaction - INFO - Epoch [37][3340/3757] lr: 9.520e-02, eta: 8 days, 1:46:18, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5672, loss_cls: 3.1515, loss: 3.1515, grad_norm: 2.2281 2020-07-25 04:08:41,582 - mmaction - INFO - Epoch [37][3360/3757] lr: 9.520e-02, eta: 8 days, 1:45:33, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.1725, loss: 3.1725, grad_norm: 2.2072 2020-07-25 04:08:57,367 - mmaction - INFO - Epoch [37][3380/3757] lr: 9.520e-02, eta: 8 days, 1:44:47, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5625, loss_cls: 3.2386, loss: 3.2386, grad_norm: 2.1702 2020-07-25 04:09:13,220 - mmaction - INFO - Epoch [37][3400/3757] lr: 9.520e-02, eta: 8 days, 1:44:04, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5898, loss_cls: 3.1224, loss: 3.1224, grad_norm: 2.1989 2020-07-25 04:09:29,035 - mmaction - INFO - Epoch [37][3420/3757] lr: 9.520e-02, eta: 8 days, 1:43:19, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5727, loss_cls: 3.1730, loss: 3.1730, grad_norm: 2.2106 2020-07-25 04:09:44,824 - mmaction - INFO - Epoch [37][3440/3757] lr: 9.520e-02, eta: 8 days, 1:42:32, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5648, loss_cls: 3.2565, loss: 3.2565, grad_norm: 2.1618 2020-07-25 04:10:00,630 - mmaction - INFO - Epoch [37][3460/3757] lr: 9.520e-02, eta: 8 days, 1:41:48, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5625, loss_cls: 3.2010, loss: 3.2010, grad_norm: 2.1642 2020-07-25 04:10:16,429 - mmaction - INFO - Epoch [37][3480/3757] lr: 9.520e-02, eta: 8 days, 1:41:03, time: 0.790, data_time: 0.006, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5531, loss_cls: 3.2376, loss: 3.2376, grad_norm: 2.1193 2020-07-25 04:10:32,191 - mmaction - INFO - Epoch [37][3500/3757] lr: 9.520e-02, eta: 8 days, 1:40:18, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5781, loss_cls: 3.1543, loss: 3.1543, grad_norm: 2.1784 2020-07-25 04:10:47,968 - mmaction - INFO - Epoch [37][3520/3757] lr: 9.520e-02, eta: 8 days, 1:39:32, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5594, loss_cls: 3.2167, loss: 3.2167, grad_norm: 2.2314 2020-07-25 04:11:03,696 - mmaction - INFO - Epoch [37][3540/3757] lr: 9.520e-02, eta: 8 days, 1:38:45, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5367, loss_cls: 3.2645, loss: 3.2645, grad_norm: 2.1805 2020-07-25 04:11:19,505 - mmaction - INFO - Epoch [37][3560/3757] lr: 9.520e-02, eta: 8 days, 1:38:00, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5531, loss_cls: 3.2193, loss: 3.2193, grad_norm: 2.0741 2020-07-25 04:11:35,235 - mmaction - INFO - Epoch [37][3580/3757] lr: 9.520e-02, eta: 8 days, 1:37:14, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5758, loss_cls: 3.1602, loss: 3.1602, grad_norm: 2.1506 2020-07-25 04:11:50,967 - mmaction - INFO - Epoch [37][3600/3757] lr: 9.520e-02, eta: 8 days, 1:36:28, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5703, loss_cls: 3.1348, loss: 3.1348, grad_norm: 2.1551 2020-07-25 04:12:06,792 - mmaction - INFO - Epoch [37][3620/3757] lr: 9.520e-02, eta: 8 days, 1:35:44, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5687, loss_cls: 3.1083, loss: 3.1083, grad_norm: 2.1509 2020-07-25 04:12:22,576 - mmaction - INFO - Epoch [37][3640/3757] lr: 9.520e-02, eta: 8 days, 1:34:58, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5633, loss_cls: 3.2295, loss: 3.2295, grad_norm: 2.2131 2020-07-25 04:12:38,464 - mmaction - INFO - Epoch [37][3660/3757] lr: 9.520e-02, eta: 8 days, 1:34:15, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2859, top5_acc: 0.5336, loss_cls: 3.2569, loss: 3.2569, grad_norm: 2.1572 2020-07-25 04:12:54,134 - mmaction - INFO - Epoch [37][3680/3757] lr: 9.520e-02, eta: 8 days, 1:33:28, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5664, loss_cls: 3.2006, loss: 3.2006, grad_norm: 2.1702 2020-07-25 04:13:09,913 - mmaction - INFO - Epoch [37][3700/3757] lr: 9.520e-02, eta: 8 days, 1:32:43, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5352, loss_cls: 3.2700, loss: 3.2700, grad_norm: 2.1038 2020-07-25 04:13:25,696 - mmaction - INFO - Epoch [37][3720/3757] lr: 9.520e-02, eta: 8 days, 1:31:58, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5750, loss_cls: 3.1297, loss: 3.1297, grad_norm: 2.1632 2020-07-25 04:13:41,464 - mmaction - INFO - Epoch [37][3740/3757] lr: 9.520e-02, eta: 8 days, 1:31:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5609, loss_cls: 3.2201, loss: 3.2201, grad_norm: 2.2075 2020-07-25 04:16:58,772 - mmaction - INFO - Epoch [38][20/3757] lr: 9.493e-02, eta: 8 days, 2:29:48, time: 8.860, data_time: 7.956, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5625, loss_cls: 3.2424, loss: 3.2424, grad_norm: 2.2418 2020-07-25 04:17:14,528 - mmaction - INFO - Epoch [38][40/3757] lr: 9.493e-02, eta: 8 days, 2:29:01, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5797, loss_cls: 3.1269, loss: 3.1269, grad_norm: 2.1341 2020-07-25 04:17:30,408 - mmaction - INFO - Epoch [38][60/3757] lr: 9.493e-02, eta: 8 days, 2:28:15, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5758, loss_cls: 3.0931, loss: 3.0931, grad_norm: 2.1317 2020-07-25 04:17:46,188 - mmaction - INFO - Epoch [38][80/3757] lr: 9.493e-02, eta: 8 days, 2:27:29, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5563, loss_cls: 3.1593, loss: 3.1593, grad_norm: 2.1762 2020-07-25 04:18:02,018 - mmaction - INFO - Epoch [38][100/3757] lr: 9.493e-02, eta: 8 days, 2:26:43, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5711, loss_cls: 3.0892, loss: 3.0892, grad_norm: 2.1825 2020-07-25 04:18:17,871 - mmaction - INFO - Epoch [38][120/3757] lr: 9.493e-02, eta: 8 days, 2:25:57, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5586, loss_cls: 3.2841, loss: 3.2841, grad_norm: 2.1995 2020-07-25 04:18:33,709 - mmaction - INFO - Epoch [38][140/3757] lr: 9.493e-02, eta: 8 days, 2:25:12, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5734, loss_cls: 3.1058, loss: 3.1058, grad_norm: 2.2092 2020-07-25 04:18:49,529 - mmaction - INFO - Epoch [38][160/3757] lr: 9.493e-02, eta: 8 days, 2:24:26, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5742, loss_cls: 3.1192, loss: 3.1192, grad_norm: 2.2343 2020-07-25 04:19:05,281 - mmaction - INFO - Epoch [38][180/3757] lr: 9.493e-02, eta: 8 days, 2:23:39, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5703, loss_cls: 3.1523, loss: 3.1523, grad_norm: 2.2066 2020-07-25 04:19:21,149 - mmaction - INFO - Epoch [38][200/3757] lr: 9.493e-02, eta: 8 days, 2:22:54, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5703, loss_cls: 3.1130, loss: 3.1130, grad_norm: 2.0913 2020-07-25 04:19:37,001 - mmaction - INFO - Epoch [38][220/3757] lr: 9.493e-02, eta: 8 days, 2:22:09, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5766, loss_cls: 3.0542, loss: 3.0542, grad_norm: 2.1673 2020-07-25 04:19:52,851 - mmaction - INFO - Epoch [38][240/3757] lr: 9.493e-02, eta: 8 days, 2:21:24, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5703, loss_cls: 3.1090, loss: 3.1090, grad_norm: 2.2594 2020-07-25 04:20:08,706 - mmaction - INFO - Epoch [38][260/3757] lr: 9.493e-02, eta: 8 days, 2:20:39, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5680, loss_cls: 3.1031, loss: 3.1031, grad_norm: 2.2140 2020-07-25 04:20:24,533 - mmaction - INFO - Epoch [38][280/3757] lr: 9.493e-02, eta: 8 days, 2:19:53, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5727, loss_cls: 3.0674, loss: 3.0674, grad_norm: 2.1347 2020-07-25 04:20:40,324 - mmaction - INFO - Epoch [38][300/3757] lr: 9.493e-02, eta: 8 days, 2:19:07, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5664, loss_cls: 3.1736, loss: 3.1736, grad_norm: 2.1937 2020-07-25 04:20:56,114 - mmaction - INFO - Epoch [38][320/3757] lr: 9.493e-02, eta: 8 days, 2:18:20, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5672, loss_cls: 3.1385, loss: 3.1385, grad_norm: 2.3113 2020-07-25 04:21:11,914 - mmaction - INFO - Epoch [38][340/3757] lr: 9.493e-02, eta: 8 days, 2:17:34, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5766, loss_cls: 3.1798, loss: 3.1798, grad_norm: 2.2268 2020-07-25 04:21:27,705 - mmaction - INFO - Epoch [38][360/3757] lr: 9.493e-02, eta: 8 days, 2:16:48, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5305, loss_cls: 3.2683, loss: 3.2683, grad_norm: 2.1659 2020-07-25 04:21:43,631 - mmaction - INFO - Epoch [38][380/3757] lr: 9.493e-02, eta: 8 days, 2:16:05, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5875, loss_cls: 3.0735, loss: 3.0735, grad_norm: 2.0979 2020-07-25 04:21:59,444 - mmaction - INFO - Epoch [38][400/3757] lr: 9.493e-02, eta: 8 days, 2:15:19, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.5836, loss_cls: 3.0571, loss: 3.0571, grad_norm: 2.1471 2020-07-25 04:22:15,241 - mmaction - INFO - Epoch [38][420/3757] lr: 9.493e-02, eta: 8 days, 2:14:32, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5672, loss_cls: 3.1102, loss: 3.1102, grad_norm: 2.2111 2020-07-25 04:22:31,055 - mmaction - INFO - Epoch [38][440/3757] lr: 9.493e-02, eta: 8 days, 2:13:47, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.2711, top5_acc: 0.5523, loss_cls: 3.3281, loss: 3.3281, grad_norm: 2.2563 2020-07-25 04:22:46,885 - mmaction - INFO - Epoch [38][460/3757] lr: 9.493e-02, eta: 8 days, 2:13:02, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5687, loss_cls: 3.2353, loss: 3.2353, grad_norm: 2.2265 2020-07-25 04:23:02,733 - mmaction - INFO - Epoch [38][480/3757] lr: 9.493e-02, eta: 8 days, 2:12:17, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5523, loss_cls: 3.1889, loss: 3.1889, grad_norm: 2.1654 2020-07-25 04:23:18,511 - mmaction - INFO - Epoch [38][500/3757] lr: 9.493e-02, eta: 8 days, 2:11:31, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.1400, loss: 3.1400, grad_norm: 2.2394 2020-07-25 04:23:34,306 - mmaction - INFO - Epoch [38][520/3757] lr: 9.493e-02, eta: 8 days, 2:10:45, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5570, loss_cls: 3.1757, loss: 3.1757, grad_norm: 2.2303 2020-07-25 04:23:50,083 - mmaction - INFO - Epoch [38][540/3757] lr: 9.493e-02, eta: 8 days, 2:09:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5578, loss_cls: 3.2009, loss: 3.2009, grad_norm: 2.1786 2020-07-25 04:24:05,928 - mmaction - INFO - Epoch [38][560/3757] lr: 9.493e-02, eta: 8 days, 2:09:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.0982, loss: 3.0982, grad_norm: 2.2106 2020-07-25 04:24:21,689 - mmaction - INFO - Epoch [38][580/3757] lr: 9.493e-02, eta: 8 days, 2:08:27, time: 0.790, data_time: 0.006, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5578, loss_cls: 3.2716, loss: 3.2716, grad_norm: 2.2113 2020-07-25 04:24:37,489 - mmaction - INFO - Epoch [38][600/3757] lr: 9.493e-02, eta: 8 days, 2:07:42, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5703, loss_cls: 3.1774, loss: 3.1774, grad_norm: 2.1375 2020-07-25 04:24:53,308 - mmaction - INFO - Epoch [38][620/3757] lr: 9.493e-02, eta: 8 days, 2:06:56, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5930, loss_cls: 3.0043, loss: 3.0043, grad_norm: 2.1961 2020-07-25 04:25:09,150 - mmaction - INFO - Epoch [38][640/3757] lr: 9.493e-02, eta: 8 days, 2:06:12, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5766, loss_cls: 3.1035, loss: 3.1035, grad_norm: 2.1813 2020-07-25 04:25:25,000 - mmaction - INFO - Epoch [38][660/3757] lr: 9.493e-02, eta: 8 days, 2:05:27, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5555, loss_cls: 3.1682, loss: 3.1682, grad_norm: 2.1469 2020-07-25 04:25:40,797 - mmaction - INFO - Epoch [38][680/3757] lr: 9.493e-02, eta: 8 days, 2:04:42, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5344, loss_cls: 3.2373, loss: 3.2373, grad_norm: 2.1955 2020-07-25 04:25:56,562 - mmaction - INFO - Epoch [38][700/3757] lr: 9.493e-02, eta: 8 days, 2:03:55, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5641, loss_cls: 3.1659, loss: 3.1659, grad_norm: 2.1733 2020-07-25 04:26:12,381 - mmaction - INFO - Epoch [38][720/3757] lr: 9.493e-02, eta: 8 days, 2:03:10, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5695, loss_cls: 3.1269, loss: 3.1269, grad_norm: 2.1132 2020-07-25 04:26:28,178 - mmaction - INFO - Epoch [38][740/3757] lr: 9.493e-02, eta: 8 days, 2:02:23, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5805, loss_cls: 3.1182, loss: 3.1182, grad_norm: 2.1801 2020-07-25 04:26:43,908 - mmaction - INFO - Epoch [38][760/3757] lr: 9.493e-02, eta: 8 days, 2:01:37, time: 0.789, data_time: 0.006, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5602, loss_cls: 3.1790, loss: 3.1790, grad_norm: 2.1280 2020-07-25 04:26:59,706 - mmaction - INFO - Epoch [38][780/3757] lr: 9.493e-02, eta: 8 days, 2:00:52, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5344, loss_cls: 3.2713, loss: 3.2713, grad_norm: 2.2132 2020-07-25 04:27:15,413 - mmaction - INFO - Epoch [38][800/3757] lr: 9.493e-02, eta: 8 days, 2:00:05, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5805, loss_cls: 3.1281, loss: 3.1281, grad_norm: 2.1166 2020-07-25 04:27:31,221 - mmaction - INFO - Epoch [38][820/3757] lr: 9.493e-02, eta: 8 days, 1:59:19, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5656, loss_cls: 3.1591, loss: 3.1591, grad_norm: 2.2178 2020-07-25 04:27:46,977 - mmaction - INFO - Epoch [38][840/3757] lr: 9.493e-02, eta: 8 days, 1:58:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5711, loss_cls: 3.2076, loss: 3.2076, grad_norm: 2.1631 2020-07-25 04:28:02,804 - mmaction - INFO - Epoch [38][860/3757] lr: 9.493e-02, eta: 8 days, 1:57:48, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5492, loss_cls: 3.2153, loss: 3.2153, grad_norm: 2.1794 2020-07-25 04:28:19,048 - mmaction - INFO - Epoch [38][880/3757] lr: 9.493e-02, eta: 8 days, 1:57:13, time: 0.811, data_time: 0.025, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5828, loss_cls: 3.0826, loss: 3.0826, grad_norm: 2.1885 2020-07-25 04:28:35,147 - mmaction - INFO - Epoch [38][900/3757] lr: 9.493e-02, eta: 8 days, 1:56:36, time: 0.807, data_time: 0.018, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5953, loss_cls: 3.0067, loss: 3.0067, grad_norm: 2.1815 2020-07-25 04:28:51,398 - mmaction - INFO - Epoch [38][920/3757] lr: 9.493e-02, eta: 8 days, 1:56:01, time: 0.813, data_time: 0.022, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5797, loss_cls: 3.1120, loss: 3.1120, grad_norm: 2.2362 2020-07-25 04:29:07,514 - mmaction - INFO - Epoch [38][940/3757] lr: 9.493e-02, eta: 8 days, 1:55:24, time: 0.806, data_time: 0.017, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5695, loss_cls: 3.1165, loss: 3.1165, grad_norm: 2.2316 2020-07-25 04:29:23,249 - mmaction - INFO - Epoch [38][960/3757] lr: 9.493e-02, eta: 8 days, 1:54:37, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5586, loss_cls: 3.2152, loss: 3.2152, grad_norm: 2.2257 2020-07-25 04:29:39,074 - mmaction - INFO - Epoch [38][980/3757] lr: 9.493e-02, eta: 8 days, 1:53:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5563, loss_cls: 3.2140, loss: 3.2140, grad_norm: 2.1796 2020-07-25 04:29:54,959 - mmaction - INFO - Epoch [38][1000/3757] lr: 9.493e-02, eta: 8 days, 1:53:09, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.2797, top5_acc: 0.5648, loss_cls: 3.1970, loss: 3.1970, grad_norm: 2.1511 2020-07-25 04:30:10,807 - mmaction - INFO - Epoch [38][1020/3757] lr: 9.493e-02, eta: 8 days, 1:52:25, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5781, loss_cls: 3.0947, loss: 3.0947, grad_norm: 2.1772 2020-07-25 04:30:26,593 - mmaction - INFO - Epoch [38][1040/3757] lr: 9.493e-02, eta: 8 days, 1:51:40, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5375, loss_cls: 3.3067, loss: 3.3067, grad_norm: 2.1829 2020-07-25 04:30:42,359 - mmaction - INFO - Epoch [38][1060/3757] lr: 9.493e-02, eta: 8 days, 1:50:55, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5664, loss_cls: 3.1790, loss: 3.1790, grad_norm: 2.1848 2020-07-25 04:30:58,152 - mmaction - INFO - Epoch [38][1080/3757] lr: 9.493e-02, eta: 8 days, 1:50:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5773, loss_cls: 3.1713, loss: 3.1713, grad_norm: 2.1672 2020-07-25 04:31:14,028 - mmaction - INFO - Epoch [38][1100/3757] lr: 9.493e-02, eta: 8 days, 1:49:27, time: 0.794, data_time: 0.010, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5586, loss_cls: 3.2163, loss: 3.2163, grad_norm: 2.1693 2020-07-25 04:31:30,180 - mmaction - INFO - Epoch [38][1120/3757] lr: 9.493e-02, eta: 8 days, 1:48:50, time: 0.807, data_time: 0.021, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5484, loss_cls: 3.2081, loss: 3.2081, grad_norm: 2.1529 2020-07-25 04:31:46,278 - mmaction - INFO - Epoch [38][1140/3757] lr: 9.493e-02, eta: 8 days, 1:48:12, time: 0.805, data_time: 0.019, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5695, loss_cls: 3.1407, loss: 3.1407, grad_norm: 2.1912 2020-07-25 04:32:02,432 - mmaction - INFO - Epoch [38][1160/3757] lr: 9.493e-02, eta: 8 days, 1:47:36, time: 0.808, data_time: 0.021, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5664, loss_cls: 3.1029, loss: 3.1029, grad_norm: 2.2268 2020-07-25 04:32:18,223 - mmaction - INFO - Epoch [38][1180/3757] lr: 9.493e-02, eta: 8 days, 1:46:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5461, loss_cls: 3.2537, loss: 3.2537, grad_norm: 2.1874 2020-07-25 04:32:33,918 - mmaction - INFO - Epoch [38][1200/3757] lr: 9.493e-02, eta: 8 days, 1:46:04, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5703, loss_cls: 3.2065, loss: 3.2065, grad_norm: 2.1680 2020-07-25 04:32:49,694 - mmaction - INFO - Epoch [38][1220/3757] lr: 9.493e-02, eta: 8 days, 1:45:18, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5344, loss_cls: 3.2821, loss: 3.2821, grad_norm: 2.1679 2020-07-25 04:33:05,567 - mmaction - INFO - Epoch [38][1240/3757] lr: 9.493e-02, eta: 8 days, 1:44:35, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5516, loss_cls: 3.2021, loss: 3.2021, grad_norm: 2.1815 2020-07-25 04:33:21,382 - mmaction - INFO - Epoch [38][1260/3757] lr: 9.493e-02, eta: 8 days, 1:43:51, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5508, loss_cls: 3.1518, loss: 3.1518, grad_norm: 2.1722 2020-07-25 04:33:37,214 - mmaction - INFO - Epoch [38][1280/3757] lr: 9.493e-02, eta: 8 days, 1:43:07, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5797, loss_cls: 3.1399, loss: 3.1399, grad_norm: 2.1733 2020-07-25 04:33:52,989 - mmaction - INFO - Epoch [38][1300/3757] lr: 9.493e-02, eta: 8 days, 1:42:22, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5781, loss_cls: 3.1905, loss: 3.1905, grad_norm: 2.1302 2020-07-25 04:34:08,749 - mmaction - INFO - Epoch [38][1320/3757] lr: 9.493e-02, eta: 8 days, 1:41:37, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5625, loss_cls: 3.1559, loss: 3.1559, grad_norm: 2.1524 2020-07-25 04:34:24,494 - mmaction - INFO - Epoch [38][1340/3757] lr: 9.493e-02, eta: 8 days, 1:40:50, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5641, loss_cls: 3.1394, loss: 3.1394, grad_norm: 2.1415 2020-07-25 04:34:40,214 - mmaction - INFO - Epoch [38][1360/3757] lr: 9.493e-02, eta: 8 days, 1:40:04, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5586, loss_cls: 3.1705, loss: 3.1705, grad_norm: 2.1799 2020-07-25 04:34:56,022 - mmaction - INFO - Epoch [38][1380/3757] lr: 9.493e-02, eta: 8 days, 1:39:20, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5742, loss_cls: 3.1347, loss: 3.1347, grad_norm: 2.2175 2020-07-25 04:35:11,764 - mmaction - INFO - Epoch [38][1400/3757] lr: 9.493e-02, eta: 8 days, 1:38:35, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5500, loss_cls: 3.2149, loss: 3.2149, grad_norm: 2.1905 2020-07-25 04:35:27,564 - mmaction - INFO - Epoch [38][1420/3757] lr: 9.493e-02, eta: 8 days, 1:37:50, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5594, loss_cls: 3.1453, loss: 3.1453, grad_norm: 2.1123 2020-07-25 04:35:43,302 - mmaction - INFO - Epoch [38][1440/3757] lr: 9.493e-02, eta: 8 days, 1:37:04, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5711, loss_cls: 3.1925, loss: 3.1925, grad_norm: 2.1560 2020-07-25 04:35:59,018 - mmaction - INFO - Epoch [38][1460/3757] lr: 9.493e-02, eta: 8 days, 1:36:18, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.2325, loss: 3.2325, grad_norm: 2.1737 2020-07-25 04:36:14,805 - mmaction - INFO - Epoch [38][1480/3757] lr: 9.493e-02, eta: 8 days, 1:35:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5797, loss_cls: 3.0956, loss: 3.0956, grad_norm: 2.2122 2020-07-25 04:36:30,638 - mmaction - INFO - Epoch [38][1500/3757] lr: 9.493e-02, eta: 8 days, 1:34:50, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5633, loss_cls: 3.0700, loss: 3.0700, grad_norm: 2.1968 2020-07-25 04:36:46,386 - mmaction - INFO - Epoch [38][1520/3757] lr: 9.493e-02, eta: 8 days, 1:34:05, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.0923, loss: 3.0923, grad_norm: 2.1541 2020-07-25 04:37:02,186 - mmaction - INFO - Epoch [38][1540/3757] lr: 9.493e-02, eta: 8 days, 1:33:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5594, loss_cls: 3.1281, loss: 3.1281, grad_norm: 2.1732 2020-07-25 04:37:17,978 - mmaction - INFO - Epoch [38][1560/3757] lr: 9.493e-02, eta: 8 days, 1:32:36, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5758, loss_cls: 3.1131, loss: 3.1131, grad_norm: 2.2117 2020-07-25 04:37:33,779 - mmaction - INFO - Epoch [38][1580/3757] lr: 9.493e-02, eta: 8 days, 1:31:52, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5523, loss_cls: 3.2401, loss: 3.2401, grad_norm: 2.2572 2020-07-25 04:37:49,530 - mmaction - INFO - Epoch [38][1600/3757] lr: 9.493e-02, eta: 8 days, 1:31:07, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.2995, loss: 3.2995, grad_norm: 2.2136 2020-07-25 04:38:05,328 - mmaction - INFO - Epoch [38][1620/3757] lr: 9.493e-02, eta: 8 days, 1:30:23, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5789, loss_cls: 3.1004, loss: 3.1004, grad_norm: 2.1839 2020-07-25 04:38:21,108 - mmaction - INFO - Epoch [38][1640/3757] lr: 9.493e-02, eta: 8 days, 1:29:39, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5492, loss_cls: 3.2353, loss: 3.2353, grad_norm: 2.1471 2020-07-25 04:38:36,911 - mmaction - INFO - Epoch [38][1660/3757] lr: 9.493e-02, eta: 8 days, 1:28:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5367, loss_cls: 3.2681, loss: 3.2681, grad_norm: 2.1827 2020-07-25 04:38:52,689 - mmaction - INFO - Epoch [38][1680/3757] lr: 9.493e-02, eta: 8 days, 1:28:10, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5477, loss_cls: 3.2561, loss: 3.2561, grad_norm: 2.2090 2020-07-25 04:39:08,471 - mmaction - INFO - Epoch [38][1700/3757] lr: 9.493e-02, eta: 8 days, 1:27:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5617, loss_cls: 3.2148, loss: 3.2148, grad_norm: 2.1740 2020-07-25 04:39:24,232 - mmaction - INFO - Epoch [38][1720/3757] lr: 9.493e-02, eta: 8 days, 1:26:41, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5555, loss_cls: 3.2138, loss: 3.2138, grad_norm: 2.1287 2020-07-25 04:39:40,019 - mmaction - INFO - Epoch [38][1740/3757] lr: 9.493e-02, eta: 8 days, 1:25:57, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5578, loss_cls: 3.2087, loss: 3.2087, grad_norm: 2.1836 2020-07-25 04:39:55,849 - mmaction - INFO - Epoch [38][1760/3757] lr: 9.493e-02, eta: 8 days, 1:25:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5656, loss_cls: 3.1573, loss: 3.1573, grad_norm: 2.2101 2020-07-25 04:40:11,655 - mmaction - INFO - Epoch [38][1780/3757] lr: 9.493e-02, eta: 8 days, 1:24:30, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5727, loss_cls: 3.1494, loss: 3.1494, grad_norm: 2.1712 2020-07-25 04:40:27,395 - mmaction - INFO - Epoch [38][1800/3757] lr: 9.493e-02, eta: 8 days, 1:23:45, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5477, loss_cls: 3.2818, loss: 3.2818, grad_norm: 2.2012 2020-07-25 04:40:43,245 - mmaction - INFO - Epoch [38][1820/3757] lr: 9.493e-02, eta: 8 days, 1:23:02, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5586, loss_cls: 3.1287, loss: 3.1287, grad_norm: 2.1747 2020-07-25 04:40:59,014 - mmaction - INFO - Epoch [38][1840/3757] lr: 9.493e-02, eta: 8 days, 1:22:18, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5367, loss_cls: 3.2361, loss: 3.2361, grad_norm: 2.2433 2020-07-25 04:41:14,775 - mmaction - INFO - Epoch [38][1860/3757] lr: 9.493e-02, eta: 8 days, 1:21:34, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5711, loss_cls: 3.2003, loss: 3.2003, grad_norm: 2.1887 2020-07-25 04:41:30,511 - mmaction - INFO - Epoch [38][1880/3757] lr: 9.493e-02, eta: 8 days, 1:20:49, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5656, loss_cls: 3.1904, loss: 3.1904, grad_norm: 2.1736 2020-07-25 04:41:46,346 - mmaction - INFO - Epoch [38][1900/3757] lr: 9.493e-02, eta: 8 days, 1:20:05, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5578, loss_cls: 3.1902, loss: 3.1902, grad_norm: 2.1967 2020-07-25 04:42:02,166 - mmaction - INFO - Epoch [38][1920/3757] lr: 9.493e-02, eta: 8 days, 1:19:23, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5516, loss_cls: 3.2763, loss: 3.2763, grad_norm: 2.2021 2020-07-25 04:42:17,909 - mmaction - INFO - Epoch [38][1940/3757] lr: 9.493e-02, eta: 8 days, 1:18:38, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5641, loss_cls: 3.1326, loss: 3.1326, grad_norm: 2.0748 2020-07-25 04:42:33,689 - mmaction - INFO - Epoch [38][1960/3757] lr: 9.493e-02, eta: 8 days, 1:17:54, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5453, loss_cls: 3.2727, loss: 3.2727, grad_norm: 2.1894 2020-07-25 04:42:49,455 - mmaction - INFO - Epoch [38][1980/3757] lr: 9.493e-02, eta: 8 days, 1:17:10, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5609, loss_cls: 3.1908, loss: 3.1908, grad_norm: 2.1285 2020-07-25 04:43:05,313 - mmaction - INFO - Epoch [38][2000/3757] lr: 9.493e-02, eta: 8 days, 1:16:27, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5391, loss_cls: 3.3246, loss: 3.3246, grad_norm: 2.1995 2020-07-25 04:43:21,133 - mmaction - INFO - Epoch [38][2020/3757] lr: 9.493e-02, eta: 8 days, 1:15:44, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5711, loss_cls: 3.2236, loss: 3.2236, grad_norm: 2.1601 2020-07-25 04:43:36,930 - mmaction - INFO - Epoch [38][2040/3757] lr: 9.493e-02, eta: 8 days, 1:15:01, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5500, loss_cls: 3.1927, loss: 3.1927, grad_norm: 2.2127 2020-07-25 04:43:52,794 - mmaction - INFO - Epoch [38][2060/3757] lr: 9.493e-02, eta: 8 days, 1:14:19, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5680, loss_cls: 3.1518, loss: 3.1518, grad_norm: 2.1815 2020-07-25 04:44:08,600 - mmaction - INFO - Epoch [38][2080/3757] lr: 9.493e-02, eta: 8 days, 1:13:36, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5727, loss_cls: 3.1854, loss: 3.1854, grad_norm: 2.1761 2020-07-25 04:44:24,352 - mmaction - INFO - Epoch [38][2100/3757] lr: 9.493e-02, eta: 8 days, 1:12:51, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5703, loss_cls: 3.1121, loss: 3.1121, grad_norm: 2.2201 2020-07-25 04:44:40,091 - mmaction - INFO - Epoch [38][2120/3757] lr: 9.493e-02, eta: 8 days, 1:12:07, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5820, loss_cls: 3.1517, loss: 3.1517, grad_norm: 2.2050 2020-07-25 04:44:55,828 - mmaction - INFO - Epoch [38][2140/3757] lr: 9.493e-02, eta: 8 days, 1:11:23, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5805, loss_cls: 3.0862, loss: 3.0862, grad_norm: 2.1510 2020-07-25 04:45:11,597 - mmaction - INFO - Epoch [38][2160/3757] lr: 9.493e-02, eta: 8 days, 1:10:39, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5297, loss_cls: 3.3064, loss: 3.3064, grad_norm: 2.1620 2020-07-25 04:45:27,393 - mmaction - INFO - Epoch [38][2180/3757] lr: 9.493e-02, eta: 8 days, 1:09:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5539, loss_cls: 3.2132, loss: 3.2132, grad_norm: 2.1413 2020-07-25 04:45:43,162 - mmaction - INFO - Epoch [38][2200/3757] lr: 9.493e-02, eta: 8 days, 1:09:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5844, loss_cls: 3.1442, loss: 3.1442, grad_norm: 2.1341 2020-07-25 04:45:58,912 - mmaction - INFO - Epoch [38][2220/3757] lr: 9.493e-02, eta: 8 days, 1:08:27, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5641, loss_cls: 3.2226, loss: 3.2226, grad_norm: 2.2022 2020-07-25 04:46:14,672 - mmaction - INFO - Epoch [38][2240/3757] lr: 9.493e-02, eta: 8 days, 1:07:43, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5555, loss_cls: 3.2011, loss: 3.2011, grad_norm: 2.1919 2020-07-25 04:46:30,418 - mmaction - INFO - Epoch [38][2260/3757] lr: 9.493e-02, eta: 8 days, 1:06:59, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5477, loss_cls: 3.1848, loss: 3.1848, grad_norm: 2.1525 2020-07-25 04:46:46,216 - mmaction - INFO - Epoch [38][2280/3757] lr: 9.493e-02, eta: 8 days, 1:06:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5539, loss_cls: 3.1944, loss: 3.1944, grad_norm: 2.1890 2020-07-25 04:47:02,060 - mmaction - INFO - Epoch [38][2300/3757] lr: 9.493e-02, eta: 8 days, 1:05:34, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5523, loss_cls: 3.2694, loss: 3.2694, grad_norm: 2.1760 2020-07-25 04:47:17,851 - mmaction - INFO - Epoch [38][2320/3757] lr: 9.493e-02, eta: 8 days, 1:04:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5633, loss_cls: 3.1621, loss: 3.1621, grad_norm: 2.1786 2020-07-25 04:47:33,678 - mmaction - INFO - Epoch [38][2340/3757] lr: 9.493e-02, eta: 8 days, 1:04:09, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5742, loss_cls: 3.1244, loss: 3.1244, grad_norm: 2.1964 2020-07-25 04:47:49,447 - mmaction - INFO - Epoch [38][2360/3757] lr: 9.493e-02, eta: 8 days, 1:03:25, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2828, top5_acc: 0.5648, loss_cls: 3.2475, loss: 3.2475, grad_norm: 2.1885 2020-07-25 04:48:05,301 - mmaction - INFO - Epoch [38][2380/3757] lr: 9.493e-02, eta: 8 days, 1:02:44, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5695, loss_cls: 3.2140, loss: 3.2140, grad_norm: 2.2058 2020-07-25 04:48:21,121 - mmaction - INFO - Epoch [38][2400/3757] lr: 9.493e-02, eta: 8 days, 1:02:01, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.1634, loss: 3.1634, grad_norm: 2.1839 2020-07-25 04:48:36,906 - mmaction - INFO - Epoch [38][2420/3757] lr: 9.493e-02, eta: 8 days, 1:01:18, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5680, loss_cls: 3.1471, loss: 3.1471, grad_norm: 2.2150 2020-07-25 04:48:52,698 - mmaction - INFO - Epoch [38][2440/3757] lr: 9.493e-02, eta: 8 days, 1:00:35, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5969, loss_cls: 3.1093, loss: 3.1093, grad_norm: 2.1685 2020-07-25 04:49:08,530 - mmaction - INFO - Epoch [38][2460/3757] lr: 9.493e-02, eta: 8 days, 0:59:53, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5680, loss_cls: 3.2339, loss: 3.2339, grad_norm: 2.2075 2020-07-25 04:49:24,294 - mmaction - INFO - Epoch [38][2480/3757] lr: 9.493e-02, eta: 8 days, 0:59:10, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5609, loss_cls: 3.2063, loss: 3.2063, grad_norm: 2.2602 2020-07-25 04:49:40,207 - mmaction - INFO - Epoch [38][2500/3757] lr: 9.493e-02, eta: 8 days, 0:58:29, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5484, loss_cls: 3.2550, loss: 3.2550, grad_norm: 2.2503 2020-07-25 04:49:56,000 - mmaction - INFO - Epoch [38][2520/3757] lr: 9.493e-02, eta: 8 days, 0:57:47, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 3.2814, loss: 3.2814, grad_norm: 2.2256 2020-07-25 04:50:11,813 - mmaction - INFO - Epoch [38][2540/3757] lr: 9.493e-02, eta: 8 days, 0:57:04, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5609, loss_cls: 3.1983, loss: 3.1983, grad_norm: 2.2258 2020-07-25 04:50:27,652 - mmaction - INFO - Epoch [38][2560/3757] lr: 9.493e-02, eta: 8 days, 0:56:23, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5422, loss_cls: 3.2446, loss: 3.2446, grad_norm: 2.2003 2020-07-25 04:50:43,429 - mmaction - INFO - Epoch [38][2580/3757] lr: 9.493e-02, eta: 8 days, 0:55:39, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5523, loss_cls: 3.1986, loss: 3.1986, grad_norm: 2.1516 2020-07-25 04:50:59,197 - mmaction - INFO - Epoch [38][2600/3757] lr: 9.493e-02, eta: 8 days, 0:54:56, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5563, loss_cls: 3.2155, loss: 3.2155, grad_norm: 2.1746 2020-07-25 04:51:14,958 - mmaction - INFO - Epoch [38][2620/3757] lr: 9.493e-02, eta: 8 days, 0:54:13, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5766, loss_cls: 3.1581, loss: 3.1581, grad_norm: 2.1046 2020-07-25 04:51:30,754 - mmaction - INFO - Epoch [38][2640/3757] lr: 9.493e-02, eta: 8 days, 0:53:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5789, loss_cls: 3.1602, loss: 3.1602, grad_norm: 2.1708 2020-07-25 04:51:46,523 - mmaction - INFO - Epoch [38][2660/3757] lr: 9.493e-02, eta: 8 days, 0:52:47, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5500, loss_cls: 3.3062, loss: 3.3062, grad_norm: 2.2437 2020-07-25 04:52:02,313 - mmaction - INFO - Epoch [38][2680/3757] lr: 9.493e-02, eta: 8 days, 0:52:05, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5492, loss_cls: 3.2567, loss: 3.2567, grad_norm: 2.0868 2020-07-25 04:52:18,129 - mmaction - INFO - Epoch [38][2700/3757] lr: 9.493e-02, eta: 8 days, 0:51:23, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5523, loss_cls: 3.2357, loss: 3.2357, grad_norm: 2.2234 2020-07-25 04:52:33,899 - mmaction - INFO - Epoch [38][2720/3757] lr: 9.493e-02, eta: 8 days, 0:50:40, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5805, loss_cls: 3.0908, loss: 3.0908, grad_norm: 2.1794 2020-07-25 04:52:49,781 - mmaction - INFO - Epoch [38][2740/3757] lr: 9.493e-02, eta: 8 days, 0:49:59, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5656, loss_cls: 3.1768, loss: 3.1768, grad_norm: 2.2152 2020-07-25 04:53:05,593 - mmaction - INFO - Epoch [38][2760/3757] lr: 9.493e-02, eta: 8 days, 0:49:17, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5484, loss_cls: 3.2716, loss: 3.2716, grad_norm: 2.2111 2020-07-25 04:53:21,323 - mmaction - INFO - Epoch [38][2780/3757] lr: 9.493e-02, eta: 8 days, 0:48:33, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5469, loss_cls: 3.2443, loss: 3.2443, grad_norm: 2.1763 2020-07-25 04:53:37,189 - mmaction - INFO - Epoch [38][2800/3757] lr: 9.493e-02, eta: 8 days, 0:47:52, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5680, loss_cls: 3.1448, loss: 3.1448, grad_norm: 2.1315 2020-07-25 04:53:52,988 - mmaction - INFO - Epoch [38][2820/3757] lr: 9.493e-02, eta: 8 days, 0:47:10, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.6000, loss_cls: 3.0853, loss: 3.0853, grad_norm: 2.2392 2020-07-25 04:54:08,792 - mmaction - INFO - Epoch [38][2840/3757] lr: 9.493e-02, eta: 8 days, 0:46:28, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5586, loss_cls: 3.1721, loss: 3.1721, grad_norm: 2.1543 2020-07-25 04:54:24,628 - mmaction - INFO - Epoch [38][2860/3757] lr: 9.493e-02, eta: 8 days, 0:45:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5367, loss_cls: 3.2877, loss: 3.2877, grad_norm: 2.1071 2020-07-25 04:54:40,430 - mmaction - INFO - Epoch [38][2880/3757] lr: 9.493e-02, eta: 8 days, 0:45:05, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5531, loss_cls: 3.2774, loss: 3.2774, grad_norm: 2.1863 2020-07-25 04:54:56,217 - mmaction - INFO - Epoch [38][2900/3757] lr: 9.493e-02, eta: 8 days, 0:44:22, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5500, loss_cls: 3.2242, loss: 3.2242, grad_norm: 2.1566 2020-07-25 04:55:12,034 - mmaction - INFO - Epoch [38][2920/3757] lr: 9.493e-02, eta: 8 days, 0:43:41, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5430, loss_cls: 3.1805, loss: 3.1805, grad_norm: 2.1425 2020-07-25 04:55:27,762 - mmaction - INFO - Epoch [38][2940/3757] lr: 9.493e-02, eta: 8 days, 0:42:57, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5750, loss_cls: 3.1370, loss: 3.1370, grad_norm: 2.1184 2020-07-25 04:55:43,507 - mmaction - INFO - Epoch [38][2960/3757] lr: 9.493e-02, eta: 8 days, 0:42:14, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5625, loss_cls: 3.1755, loss: 3.1755, grad_norm: 2.1793 2020-07-25 04:55:59,397 - mmaction - INFO - Epoch [38][2980/3757] lr: 9.493e-02, eta: 8 days, 0:41:34, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5664, loss_cls: 3.2343, loss: 3.2343, grad_norm: 2.1995 2020-07-25 04:56:15,191 - mmaction - INFO - Epoch [38][3000/3757] lr: 9.493e-02, eta: 8 days, 0:40:52, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5516, loss_cls: 3.2342, loss: 3.2342, grad_norm: 2.2117 2020-07-25 04:56:30,969 - mmaction - INFO - Epoch [38][3020/3757] lr: 9.493e-02, eta: 8 days, 0:40:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5484, loss_cls: 3.2576, loss: 3.2576, grad_norm: 2.1598 2020-07-25 04:56:46,768 - mmaction - INFO - Epoch [38][3040/3757] lr: 9.493e-02, eta: 8 days, 0:39:27, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5516, loss_cls: 3.2392, loss: 3.2392, grad_norm: 2.2088 2020-07-25 04:57:02,507 - mmaction - INFO - Epoch [38][3060/3757] lr: 9.493e-02, eta: 8 days, 0:38:44, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5539, loss_cls: 3.2307, loss: 3.2307, grad_norm: 2.2200 2020-07-25 04:57:18,278 - mmaction - INFO - Epoch [38][3080/3757] lr: 9.493e-02, eta: 8 days, 0:38:02, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5586, loss_cls: 3.2183, loss: 3.2183, grad_norm: 2.2019 2020-07-25 04:57:34,098 - mmaction - INFO - Epoch [38][3100/3757] lr: 9.493e-02, eta: 8 days, 0:37:20, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5602, loss_cls: 3.1986, loss: 3.1986, grad_norm: 2.2356 2020-07-25 04:57:50,149 - mmaction - INFO - Epoch [38][3120/3757] lr: 9.493e-02, eta: 8 days, 0:36:44, time: 0.803, data_time: 0.017, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5742, loss_cls: 3.0996, loss: 3.0996, grad_norm: 2.1698 2020-07-25 04:58:05,950 - mmaction - INFO - Epoch [38][3140/3757] lr: 9.493e-02, eta: 8 days, 0:36:02, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5656, loss_cls: 3.1319, loss: 3.1319, grad_norm: 2.1817 2020-07-25 04:58:21,726 - mmaction - INFO - Epoch [38][3160/3757] lr: 9.493e-02, eta: 8 days, 0:35:20, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5492, loss_cls: 3.2120, loss: 3.2120, grad_norm: 2.2174 2020-07-25 04:58:37,532 - mmaction - INFO - Epoch [38][3180/3757] lr: 9.493e-02, eta: 8 days, 0:34:39, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5625, loss_cls: 3.1649, loss: 3.1649, grad_norm: 2.1534 2020-07-25 04:58:53,290 - mmaction - INFO - Epoch [38][3200/3757] lr: 9.493e-02, eta: 8 days, 0:33:56, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5344, loss_cls: 3.2504, loss: 3.2504, grad_norm: 2.2501 2020-07-25 04:59:09,122 - mmaction - INFO - Epoch [38][3220/3757] lr: 9.493e-02, eta: 8 days, 0:33:15, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5750, loss_cls: 3.1653, loss: 3.1653, grad_norm: 2.2316 2020-07-25 04:59:24,855 - mmaction - INFO - Epoch [38][3240/3757] lr: 9.493e-02, eta: 8 days, 0:32:32, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2648, top5_acc: 0.5289, loss_cls: 3.3660, loss: 3.3660, grad_norm: 2.1962 2020-07-25 04:59:40,690 - mmaction - INFO - Epoch [38][3260/3757] lr: 9.493e-02, eta: 8 days, 0:31:50, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5328, loss_cls: 3.3181, loss: 3.3181, grad_norm: 2.1451 2020-07-25 04:59:56,457 - mmaction - INFO - Epoch [38][3280/3757] lr: 9.493e-02, eta: 8 days, 0:31:09, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5586, loss_cls: 3.2416, loss: 3.2416, grad_norm: 2.2154 2020-07-25 05:00:17,866 - mmaction - INFO - Epoch [38][3300/3757] lr: 9.493e-02, eta: 8 days, 0:32:30, time: 1.068, data_time: 0.005, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5570, loss_cls: 3.2017, loss: 3.2017, grad_norm: 2.1805 2020-07-25 05:00:33,618 - mmaction - INFO - Epoch [38][3320/3757] lr: 9.493e-02, eta: 8 days, 0:31:49, time: 0.790, data_time: 0.007, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.1991, loss: 3.1991, grad_norm: 2.1857 2020-07-25 05:00:49,454 - mmaction - INFO - Epoch [38][3340/3757] lr: 9.493e-02, eta: 8 days, 0:31:07, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5578, loss_cls: 3.2320, loss: 3.2320, grad_norm: 2.1700 2020-07-25 05:01:05,558 - mmaction - INFO - Epoch [38][3360/3757] lr: 9.493e-02, eta: 8 days, 0:30:32, time: 0.805, data_time: 0.016, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5687, loss_cls: 3.1497, loss: 3.1497, grad_norm: 2.1577 2020-07-25 05:01:21,362 - mmaction - INFO - Epoch [38][3380/3757] lr: 9.493e-02, eta: 8 days, 0:29:51, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5758, loss_cls: 3.1466, loss: 3.1466, grad_norm: 2.1608 2020-07-25 05:01:37,235 - mmaction - INFO - Epoch [38][3400/3757] lr: 9.493e-02, eta: 8 days, 0:29:12, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5539, loss_cls: 3.1925, loss: 3.1925, grad_norm: 2.1295 2020-07-25 05:01:53,049 - mmaction - INFO - Epoch [38][3420/3757] lr: 9.493e-02, eta: 8 days, 0:28:31, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5672, loss_cls: 3.1450, loss: 3.1450, grad_norm: 2.1172 2020-07-25 05:02:08,821 - mmaction - INFO - Epoch [38][3440/3757] lr: 9.493e-02, eta: 8 days, 0:27:49, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5719, loss_cls: 3.1413, loss: 3.1413, grad_norm: 2.2060 2020-07-25 05:02:24,604 - mmaction - INFO - Epoch [38][3460/3757] lr: 9.493e-02, eta: 8 days, 0:27:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5672, loss_cls: 3.1791, loss: 3.1791, grad_norm: 2.2285 2020-07-25 05:02:40,464 - mmaction - INFO - Epoch [38][3480/3757] lr: 9.493e-02, eta: 8 days, 0:26:27, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5531, loss_cls: 3.2368, loss: 3.2368, grad_norm: 2.1647 2020-07-25 05:02:56,227 - mmaction - INFO - Epoch [38][3500/3757] lr: 9.493e-02, eta: 8 days, 0:25:45, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5422, loss_cls: 3.3213, loss: 3.3213, grad_norm: 2.1812 2020-07-25 05:03:12,090 - mmaction - INFO - Epoch [38][3520/3757] lr: 9.493e-02, eta: 8 days, 0:25:05, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5656, loss_cls: 3.1893, loss: 3.1893, grad_norm: 2.1334 2020-07-25 05:03:27,845 - mmaction - INFO - Epoch [38][3540/3757] lr: 9.493e-02, eta: 8 days, 0:24:23, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5500, loss_cls: 3.1871, loss: 3.1871, grad_norm: 2.1837 2020-07-25 05:03:43,641 - mmaction - INFO - Epoch [38][3560/3757] lr: 9.493e-02, eta: 8 days, 0:23:41, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5555, loss_cls: 3.2412, loss: 3.2412, grad_norm: 2.1454 2020-07-25 05:03:59,393 - mmaction - INFO - Epoch [38][3580/3757] lr: 9.493e-02, eta: 8 days, 0:22:59, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5828, loss_cls: 3.0880, loss: 3.0880, grad_norm: 2.1299 2020-07-25 05:04:15,228 - mmaction - INFO - Epoch [38][3600/3757] lr: 9.493e-02, eta: 8 days, 0:22:19, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5789, loss_cls: 3.0971, loss: 3.0971, grad_norm: 2.1644 2020-07-25 05:04:31,063 - mmaction - INFO - Epoch [38][3620/3757] lr: 9.493e-02, eta: 8 days, 0:21:38, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5602, loss_cls: 3.2345, loss: 3.2345, grad_norm: 2.2094 2020-07-25 05:04:46,808 - mmaction - INFO - Epoch [38][3640/3757] lr: 9.493e-02, eta: 8 days, 0:20:56, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5930, loss_cls: 3.1210, loss: 3.1210, grad_norm: 2.1374 2020-07-25 05:05:02,678 - mmaction - INFO - Epoch [38][3660/3757] lr: 9.493e-02, eta: 8 days, 0:20:16, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5523, loss_cls: 3.1756, loss: 3.1756, grad_norm: 2.1798 2020-07-25 05:05:18,455 - mmaction - INFO - Epoch [38][3680/3757] lr: 9.493e-02, eta: 8 days, 0:19:35, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5742, loss_cls: 3.1373, loss: 3.1373, grad_norm: 2.2174 2020-07-25 05:05:34,202 - mmaction - INFO - Epoch [38][3700/3757] lr: 9.493e-02, eta: 8 days, 0:18:52, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5563, loss_cls: 3.1908, loss: 3.1908, grad_norm: 2.1671 2020-07-25 05:05:49,996 - mmaction - INFO - Epoch [38][3720/3757] lr: 9.493e-02, eta: 8 days, 0:18:11, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5469, loss_cls: 3.2410, loss: 3.2410, grad_norm: 2.1440 2020-07-25 05:06:05,809 - mmaction - INFO - Epoch [38][3740/3757] lr: 9.493e-02, eta: 8 days, 0:17:31, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5703, loss_cls: 3.1142, loss: 3.1142, grad_norm: 2.1389 2020-07-25 05:09:26,984 - mmaction - INFO - Epoch [39][20/3757] lr: 9.466e-02, eta: 8 days, 1:11:13, time: 9.029, data_time: 8.127, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5641, loss_cls: 3.1830, loss: 3.1830, grad_norm: 2.1567 2020-07-25 05:09:42,741 - mmaction - INFO - Epoch [39][40/3757] lr: 9.466e-02, eta: 8 days, 1:10:29, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5523, loss_cls: 3.2368, loss: 3.2368, grad_norm: 2.2260 2020-07-25 05:09:58,598 - mmaction - INFO - Epoch [39][60/3757] lr: 9.466e-02, eta: 8 days, 1:09:47, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5852, loss_cls: 3.1234, loss: 3.1234, grad_norm: 2.1904 2020-07-25 05:10:14,377 - mmaction - INFO - Epoch [39][80/3757] lr: 9.466e-02, eta: 8 days, 1:09:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5656, loss_cls: 3.1649, loss: 3.1649, grad_norm: 2.2589 2020-07-25 05:10:30,233 - mmaction - INFO - Epoch [39][100/3757] lr: 9.466e-02, eta: 8 days, 1:08:22, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5484, loss_cls: 3.1735, loss: 3.1735, grad_norm: 2.2134 2020-07-25 05:10:46,116 - mmaction - INFO - Epoch [39][120/3757] lr: 9.466e-02, eta: 8 days, 1:07:41, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5563, loss_cls: 3.2233, loss: 3.2233, grad_norm: 2.1838 2020-07-25 05:11:01,906 - mmaction - INFO - Epoch [39][140/3757] lr: 9.466e-02, eta: 8 days, 1:06:58, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5773, loss_cls: 3.1881, loss: 3.1881, grad_norm: 2.1676 2020-07-25 05:11:17,691 - mmaction - INFO - Epoch [39][160/3757] lr: 9.466e-02, eta: 8 days, 1:06:16, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5641, loss_cls: 3.2009, loss: 3.2009, grad_norm: 2.1954 2020-07-25 05:11:33,494 - mmaction - INFO - Epoch [39][180/3757] lr: 9.466e-02, eta: 8 days, 1:05:34, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5859, loss_cls: 3.1018, loss: 3.1018, grad_norm: 2.2035 2020-07-25 05:11:49,280 - mmaction - INFO - Epoch [39][200/3757] lr: 9.466e-02, eta: 8 days, 1:04:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5570, loss_cls: 3.1882, loss: 3.1882, grad_norm: 2.1840 2020-07-25 05:12:05,045 - mmaction - INFO - Epoch [39][220/3757] lr: 9.466e-02, eta: 8 days, 1:04:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5711, loss_cls: 3.0729, loss: 3.0729, grad_norm: 2.0966 2020-07-25 05:12:20,813 - mmaction - INFO - Epoch [39][240/3757] lr: 9.466e-02, eta: 8 days, 1:03:24, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5734, loss_cls: 3.1133, loss: 3.1133, grad_norm: 2.1528 2020-07-25 05:12:36,596 - mmaction - INFO - Epoch [39][260/3757] lr: 9.466e-02, eta: 8 days, 1:02:42, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5617, loss_cls: 3.1241, loss: 3.1241, grad_norm: 2.2108 2020-07-25 05:12:52,432 - mmaction - INFO - Epoch [39][280/3757] lr: 9.466e-02, eta: 8 days, 1:02:00, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5641, loss_cls: 3.1293, loss: 3.1293, grad_norm: 2.1891 2020-07-25 05:13:08,179 - mmaction - INFO - Epoch [39][300/3757] lr: 9.466e-02, eta: 8 days, 1:01:16, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5539, loss_cls: 3.1818, loss: 3.1818, grad_norm: 2.1517 2020-07-25 05:13:23,995 - mmaction - INFO - Epoch [39][320/3757] lr: 9.466e-02, eta: 8 days, 1:00:34, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5648, loss_cls: 3.1814, loss: 3.1814, grad_norm: 2.2754 2020-07-25 05:13:39,861 - mmaction - INFO - Epoch [39][340/3757] lr: 9.466e-02, eta: 8 days, 0:59:53, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5742, loss_cls: 3.0594, loss: 3.0594, grad_norm: 2.1944 2020-07-25 05:13:55,623 - mmaction - INFO - Epoch [39][360/3757] lr: 9.466e-02, eta: 8 days, 0:59:10, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5586, loss_cls: 3.1758, loss: 3.1758, grad_norm: 2.1441 2020-07-25 05:14:11,411 - mmaction - INFO - Epoch [39][380/3757] lr: 9.466e-02, eta: 8 days, 0:58:27, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5570, loss_cls: 3.1716, loss: 3.1716, grad_norm: 2.1684 2020-07-25 05:14:27,201 - mmaction - INFO - Epoch [39][400/3757] lr: 9.466e-02, eta: 8 days, 0:57:45, time: 0.792, data_time: 0.006, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5617, loss_cls: 3.1916, loss: 3.1916, grad_norm: 2.1719 2020-07-25 05:14:43,000 - mmaction - INFO - Epoch [39][420/3757] lr: 9.466e-02, eta: 8 days, 0:57:03, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2836, top5_acc: 0.5609, loss_cls: 3.2613, loss: 3.2613, grad_norm: 2.2248 2020-07-25 05:14:58,808 - mmaction - INFO - Epoch [39][440/3757] lr: 9.466e-02, eta: 8 days, 0:56:21, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5719, loss_cls: 3.1968, loss: 3.1968, grad_norm: 2.2141 2020-07-25 05:15:14,621 - mmaction - INFO - Epoch [39][460/3757] lr: 9.466e-02, eta: 8 days, 0:55:39, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5656, loss_cls: 3.1686, loss: 3.1686, grad_norm: 2.2034 2020-07-25 05:15:30,385 - mmaction - INFO - Epoch [39][480/3757] lr: 9.466e-02, eta: 8 days, 0:54:56, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.2812, top5_acc: 0.5609, loss_cls: 3.1507, loss: 3.1507, grad_norm: 2.1504 2020-07-25 05:15:46,162 - mmaction - INFO - Epoch [39][500/3757] lr: 9.466e-02, eta: 8 days, 0:54:14, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5750, loss_cls: 3.1887, loss: 3.1887, grad_norm: 2.2558 2020-07-25 05:16:02,023 - mmaction - INFO - Epoch [39][520/3757] lr: 9.466e-02, eta: 8 days, 0:53:33, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5953, loss_cls: 3.0560, loss: 3.0560, grad_norm: 2.1988 2020-07-25 05:16:17,827 - mmaction - INFO - Epoch [39][540/3757] lr: 9.466e-02, eta: 8 days, 0:52:51, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5711, loss_cls: 3.1621, loss: 3.1621, grad_norm: 2.2107 2020-07-25 05:16:33,581 - mmaction - INFO - Epoch [39][560/3757] lr: 9.466e-02, eta: 8 days, 0:52:08, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5836, loss_cls: 3.1017, loss: 3.1017, grad_norm: 2.2221 2020-07-25 05:16:49,407 - mmaction - INFO - Epoch [39][580/3757] lr: 9.466e-02, eta: 8 days, 0:51:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5258, loss_cls: 3.3146, loss: 3.3146, grad_norm: 2.2457 2020-07-25 05:17:05,217 - mmaction - INFO - Epoch [39][600/3757] lr: 9.466e-02, eta: 8 days, 0:50:45, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5516, loss_cls: 3.1872, loss: 3.1872, grad_norm: 2.1769 2020-07-25 05:17:20,986 - mmaction - INFO - Epoch [39][620/3757] lr: 9.466e-02, eta: 8 days, 0:50:02, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5633, loss_cls: 3.1728, loss: 3.1728, grad_norm: 2.1261 2020-07-25 05:17:36,721 - mmaction - INFO - Epoch [39][640/3757] lr: 9.466e-02, eta: 8 days, 0:49:19, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5578, loss_cls: 3.1991, loss: 3.1991, grad_norm: 2.2315 2020-07-25 05:17:52,797 - mmaction - INFO - Epoch [39][660/3757] lr: 9.466e-02, eta: 8 days, 0:48:43, time: 0.804, data_time: 0.017, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5773, loss_cls: 3.1664, loss: 3.1664, grad_norm: 2.2312 2020-07-25 05:18:08,564 - mmaction - INFO - Epoch [39][680/3757] lr: 9.466e-02, eta: 8 days, 0:48:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5742, loss_cls: 3.1682, loss: 3.1682, grad_norm: 2.1995 2020-07-25 05:18:24,337 - mmaction - INFO - Epoch [39][700/3757] lr: 9.466e-02, eta: 8 days, 0:47:18, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5859, loss_cls: 3.0761, loss: 3.0761, grad_norm: 2.2536 2020-07-25 05:18:40,075 - mmaction - INFO - Epoch [39][720/3757] lr: 9.466e-02, eta: 8 days, 0:46:35, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5586, loss_cls: 3.1803, loss: 3.1803, grad_norm: 2.1896 2020-07-25 05:18:55,843 - mmaction - INFO - Epoch [39][740/3757] lr: 9.466e-02, eta: 8 days, 0:45:52, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5750, loss_cls: 3.2024, loss: 3.2024, grad_norm: 2.2048 2020-07-25 05:19:11,704 - mmaction - INFO - Epoch [39][760/3757] lr: 9.466e-02, eta: 8 days, 0:45:12, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5437, loss_cls: 3.2642, loss: 3.2642, grad_norm: 2.1688 2020-07-25 05:19:27,748 - mmaction - INFO - Epoch [39][780/3757] lr: 9.466e-02, eta: 8 days, 0:44:35, time: 0.802, data_time: 0.016, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5523, loss_cls: 3.2199, loss: 3.2199, grad_norm: 2.2535 2020-07-25 05:19:43,571 - mmaction - INFO - Epoch [39][800/3757] lr: 9.466e-02, eta: 8 days, 0:43:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5672, loss_cls: 3.1993, loss: 3.1993, grad_norm: 2.1505 2020-07-25 05:19:59,439 - mmaction - INFO - Epoch [39][820/3757] lr: 9.466e-02, eta: 8 days, 0:43:14, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5703, loss_cls: 3.1557, loss: 3.1557, grad_norm: 2.1258 2020-07-25 05:20:15,275 - mmaction - INFO - Epoch [39][840/3757] lr: 9.466e-02, eta: 8 days, 0:42:33, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5648, loss_cls: 3.2271, loss: 3.2271, grad_norm: 2.1679 2020-07-25 05:20:31,062 - mmaction - INFO - Epoch [39][860/3757] lr: 9.466e-02, eta: 8 days, 0:41:51, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5625, loss_cls: 3.1797, loss: 3.1797, grad_norm: 2.1555 2020-07-25 05:20:46,846 - mmaction - INFO - Epoch [39][880/3757] lr: 9.466e-02, eta: 8 days, 0:41:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5492, loss_cls: 3.1621, loss: 3.1621, grad_norm: 2.2277 2020-07-25 05:21:02,687 - mmaction - INFO - Epoch [39][900/3757] lr: 9.466e-02, eta: 8 days, 0:40:28, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5711, loss_cls: 3.1618, loss: 3.1618, grad_norm: 2.2305 2020-07-25 05:21:18,508 - mmaction - INFO - Epoch [39][920/3757] lr: 9.466e-02, eta: 8 days, 0:39:47, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5609, loss_cls: 3.2067, loss: 3.2067, grad_norm: 2.1954 2020-07-25 05:21:34,305 - mmaction - INFO - Epoch [39][940/3757] lr: 9.466e-02, eta: 8 days, 0:39:06, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5570, loss_cls: 3.2360, loss: 3.2360, grad_norm: 2.2236 2020-07-25 05:21:50,064 - mmaction - INFO - Epoch [39][960/3757] lr: 9.466e-02, eta: 8 days, 0:38:23, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5523, loss_cls: 3.2055, loss: 3.2055, grad_norm: 2.1695 2020-07-25 05:22:05,886 - mmaction - INFO - Epoch [39][980/3757] lr: 9.466e-02, eta: 8 days, 0:37:42, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5680, loss_cls: 3.1945, loss: 3.1945, grad_norm: 2.2125 2020-07-25 05:22:21,626 - mmaction - INFO - Epoch [39][1000/3757] lr: 9.466e-02, eta: 8 days, 0:37:00, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2812, top5_acc: 0.5539, loss_cls: 3.3019, loss: 3.3019, grad_norm: 2.2133 2020-07-25 05:22:37,380 - mmaction - INFO - Epoch [39][1020/3757] lr: 9.466e-02, eta: 8 days, 0:36:17, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5570, loss_cls: 3.2114, loss: 3.2114, grad_norm: 2.2161 2020-07-25 05:22:53,206 - mmaction - INFO - Epoch [39][1040/3757] lr: 9.466e-02, eta: 8 days, 0:35:37, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5609, loss_cls: 3.1925, loss: 3.1925, grad_norm: 2.2081 2020-07-25 05:23:09,054 - mmaction - INFO - Epoch [39][1060/3757] lr: 9.466e-02, eta: 8 days, 0:34:56, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5898, loss_cls: 3.0427, loss: 3.0427, grad_norm: 2.1158 2020-07-25 05:23:24,816 - mmaction - INFO - Epoch [39][1080/3757] lr: 9.466e-02, eta: 8 days, 0:34:14, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5648, loss_cls: 3.2163, loss: 3.2163, grad_norm: 2.2029 2020-07-25 05:23:40,599 - mmaction - INFO - Epoch [39][1100/3757] lr: 9.466e-02, eta: 8 days, 0:33:32, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5680, loss_cls: 3.1526, loss: 3.1526, grad_norm: 2.1872 2020-07-25 05:23:56,402 - mmaction - INFO - Epoch [39][1120/3757] lr: 9.466e-02, eta: 8 days, 0:32:51, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5695, loss_cls: 3.1356, loss: 3.1356, grad_norm: 2.1571 2020-07-25 05:24:12,117 - mmaction - INFO - Epoch [39][1140/3757] lr: 9.466e-02, eta: 8 days, 0:32:08, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5656, loss_cls: 3.1242, loss: 3.1242, grad_norm: 2.1808 2020-07-25 05:24:27,929 - mmaction - INFO - Epoch [39][1160/3757] lr: 9.466e-02, eta: 8 days, 0:31:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5516, loss_cls: 3.2186, loss: 3.2186, grad_norm: 2.2320 2020-07-25 05:24:43,676 - mmaction - INFO - Epoch [39][1180/3757] lr: 9.466e-02, eta: 8 days, 0:30:45, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5781, loss_cls: 3.0955, loss: 3.0955, grad_norm: 2.2230 2020-07-25 05:24:59,501 - mmaction - INFO - Epoch [39][1200/3757] lr: 9.466e-02, eta: 8 days, 0:30:04, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5930, loss_cls: 3.0781, loss: 3.0781, grad_norm: 2.1937 2020-07-25 05:25:15,335 - mmaction - INFO - Epoch [39][1220/3757] lr: 9.466e-02, eta: 8 days, 0:29:24, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5437, loss_cls: 3.2179, loss: 3.2179, grad_norm: 2.2316 2020-07-25 05:25:31,098 - mmaction - INFO - Epoch [39][1240/3757] lr: 9.466e-02, eta: 8 days, 0:28:42, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5531, loss_cls: 3.2286, loss: 3.2286, grad_norm: 2.1724 2020-07-25 05:25:46,882 - mmaction - INFO - Epoch [39][1260/3757] lr: 9.466e-02, eta: 8 days, 0:28:00, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5805, loss_cls: 3.1278, loss: 3.1278, grad_norm: 2.2007 2020-07-25 05:26:02,742 - mmaction - INFO - Epoch [39][1280/3757] lr: 9.466e-02, eta: 8 days, 0:27:21, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5633, loss_cls: 3.2120, loss: 3.2120, grad_norm: 2.1711 2020-07-25 05:26:18,519 - mmaction - INFO - Epoch [39][1300/3757] lr: 9.466e-02, eta: 8 days, 0:26:39, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5664, loss_cls: 3.1575, loss: 3.1575, grad_norm: 2.1102 2020-07-25 05:26:34,368 - mmaction - INFO - Epoch [39][1320/3757] lr: 9.466e-02, eta: 8 days, 0:25:59, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5398, loss_cls: 3.2898, loss: 3.2898, grad_norm: 2.1833 2020-07-25 05:26:50,159 - mmaction - INFO - Epoch [39][1340/3757] lr: 9.466e-02, eta: 8 days, 0:25:18, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5648, loss_cls: 3.1743, loss: 3.1743, grad_norm: 2.1276 2020-07-25 05:27:05,884 - mmaction - INFO - Epoch [39][1360/3757] lr: 9.466e-02, eta: 8 days, 0:24:35, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5742, loss_cls: 3.1374, loss: 3.1374, grad_norm: 2.2126 2020-07-25 05:27:21,716 - mmaction - INFO - Epoch [39][1380/3757] lr: 9.466e-02, eta: 8 days, 0:23:55, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5758, loss_cls: 3.1042, loss: 3.1042, grad_norm: 2.1671 2020-07-25 05:27:37,550 - mmaction - INFO - Epoch [39][1400/3757] lr: 9.466e-02, eta: 8 days, 0:23:15, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5617, loss_cls: 3.1503, loss: 3.1503, grad_norm: 2.1572 2020-07-25 05:27:53,382 - mmaction - INFO - Epoch [39][1420/3757] lr: 9.466e-02, eta: 8 days, 0:22:35, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5867, loss_cls: 3.0872, loss: 3.0872, grad_norm: 2.1871 2020-07-25 05:28:09,204 - mmaction - INFO - Epoch [39][1440/3757] lr: 9.466e-02, eta: 8 days, 0:21:54, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5813, loss_cls: 3.1171, loss: 3.1171, grad_norm: 2.1973 2020-07-25 05:28:25,038 - mmaction - INFO - Epoch [39][1460/3757] lr: 9.466e-02, eta: 8 days, 0:21:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5703, loss_cls: 3.2049, loss: 3.2049, grad_norm: 2.1941 2020-07-25 05:28:40,842 - mmaction - INFO - Epoch [39][1480/3757] lr: 9.466e-02, eta: 8 days, 0:20:33, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5672, loss_cls: 3.2031, loss: 3.2031, grad_norm: 2.2319 2020-07-25 05:28:56,689 - mmaction - INFO - Epoch [39][1500/3757] lr: 9.466e-02, eta: 8 days, 0:19:54, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5500, loss_cls: 3.3066, loss: 3.3066, grad_norm: 2.1975 2020-07-25 05:29:12,439 - mmaction - INFO - Epoch [39][1520/3757] lr: 9.466e-02, eta: 8 days, 0:19:12, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5570, loss_cls: 3.1723, loss: 3.1723, grad_norm: 2.1310 2020-07-25 05:29:28,225 - mmaction - INFO - Epoch [39][1540/3757] lr: 9.466e-02, eta: 8 days, 0:18:31, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5492, loss_cls: 3.2734, loss: 3.2734, grad_norm: 2.2049 2020-07-25 05:29:43,989 - mmaction - INFO - Epoch [39][1560/3757] lr: 9.466e-02, eta: 8 days, 0:17:49, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5555, loss_cls: 3.2573, loss: 3.2573, grad_norm: 2.1403 2020-07-25 05:29:59,757 - mmaction - INFO - Epoch [39][1580/3757] lr: 9.466e-02, eta: 8 days, 0:17:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5539, loss_cls: 3.2593, loss: 3.2593, grad_norm: 2.1919 2020-07-25 05:30:15,659 - mmaction - INFO - Epoch [39][1600/3757] lr: 9.466e-02, eta: 8 days, 0:16:30, time: 0.796, data_time: 0.012, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5648, loss_cls: 3.1528, loss: 3.1528, grad_norm: 2.1415 2020-07-25 05:30:31,444 - mmaction - INFO - Epoch [39][1620/3757] lr: 9.466e-02, eta: 8 days, 0:15:48, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5531, loss_cls: 3.1920, loss: 3.1920, grad_norm: 2.1728 2020-07-25 05:30:47,327 - mmaction - INFO - Epoch [39][1640/3757] lr: 9.466e-02, eta: 8 days, 0:15:10, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5820, loss_cls: 3.1566, loss: 3.1566, grad_norm: 2.1611 2020-07-25 05:31:03,126 - mmaction - INFO - Epoch [39][1660/3757] lr: 9.466e-02, eta: 8 days, 0:14:29, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5609, loss_cls: 3.1788, loss: 3.1788, grad_norm: 2.2033 2020-07-25 05:31:18,996 - mmaction - INFO - Epoch [39][1680/3757] lr: 9.466e-02, eta: 8 days, 0:13:50, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5711, loss_cls: 3.1740, loss: 3.1740, grad_norm: 2.1859 2020-07-25 05:31:34,761 - mmaction - INFO - Epoch [39][1700/3757] lr: 9.466e-02, eta: 8 days, 0:13:09, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5555, loss_cls: 3.1488, loss: 3.1488, grad_norm: 2.2374 2020-07-25 05:31:50,686 - mmaction - INFO - Epoch [39][1720/3757] lr: 9.466e-02, eta: 8 days, 0:12:31, time: 0.796, data_time: 0.011, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5703, loss_cls: 3.1574, loss: 3.1574, grad_norm: 2.2006 2020-07-25 05:32:06,447 - mmaction - INFO - Epoch [39][1740/3757] lr: 9.466e-02, eta: 8 days, 0:11:50, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5633, loss_cls: 3.2192, loss: 3.2192, grad_norm: 2.1955 2020-07-25 05:32:22,222 - mmaction - INFO - Epoch [39][1760/3757] lr: 9.466e-02, eta: 8 days, 0:11:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5711, loss_cls: 3.1522, loss: 3.1522, grad_norm: 2.1641 2020-07-25 05:32:38,017 - mmaction - INFO - Epoch [39][1780/3757] lr: 9.466e-02, eta: 8 days, 0:10:28, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5906, loss_cls: 3.0869, loss: 3.0869, grad_norm: 2.2297 2020-07-25 05:32:53,933 - mmaction - INFO - Epoch [39][1800/3757] lr: 9.466e-02, eta: 8 days, 0:09:50, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5641, loss_cls: 3.1982, loss: 3.1982, grad_norm: 2.2069 2020-07-25 05:33:09,789 - mmaction - INFO - Epoch [39][1820/3757] lr: 9.466e-02, eta: 8 days, 0:09:11, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5695, loss_cls: 3.1669, loss: 3.1669, grad_norm: 2.1704 2020-07-25 05:33:25,557 - mmaction - INFO - Epoch [39][1840/3757] lr: 9.466e-02, eta: 8 days, 0:08:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5719, loss_cls: 3.1628, loss: 3.1628, grad_norm: 2.2501 2020-07-25 05:33:41,391 - mmaction - INFO - Epoch [39][1860/3757] lr: 9.466e-02, eta: 8 days, 0:07:50, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5516, loss_cls: 3.2078, loss: 3.2078, grad_norm: 2.1617 2020-07-25 05:33:57,193 - mmaction - INFO - Epoch [39][1880/3757] lr: 9.466e-02, eta: 8 days, 0:07:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5664, loss_cls: 3.1445, loss: 3.1445, grad_norm: 2.1869 2020-07-25 05:34:13,057 - mmaction - INFO - Epoch [39][1900/3757] lr: 9.466e-02, eta: 8 days, 0:06:31, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5547, loss_cls: 3.1952, loss: 3.1952, grad_norm: 2.1144 2020-07-25 05:34:28,838 - mmaction - INFO - Epoch [39][1920/3757] lr: 9.466e-02, eta: 8 days, 0:05:50, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5711, loss_cls: 3.1006, loss: 3.1006, grad_norm: 2.2081 2020-07-25 05:34:44,606 - mmaction - INFO - Epoch [39][1940/3757] lr: 9.466e-02, eta: 8 days, 0:05:09, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5664, loss_cls: 3.1729, loss: 3.1729, grad_norm: 2.1830 2020-07-25 05:35:00,420 - mmaction - INFO - Epoch [39][1960/3757] lr: 9.466e-02, eta: 8 days, 0:04:30, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5773, loss_cls: 3.1237, loss: 3.1237, grad_norm: 2.1580 2020-07-25 05:35:16,254 - mmaction - INFO - Epoch [39][1980/3757] lr: 9.466e-02, eta: 8 days, 0:03:50, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5805, loss_cls: 3.1434, loss: 3.1434, grad_norm: 2.1864 2020-07-25 05:35:32,055 - mmaction - INFO - Epoch [39][2000/3757] lr: 9.466e-02, eta: 8 days, 0:03:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5602, loss_cls: 3.1598, loss: 3.1598, grad_norm: 2.2313 2020-07-25 05:35:47,809 - mmaction - INFO - Epoch [39][2020/3757] lr: 9.466e-02, eta: 8 days, 0:02:29, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5617, loss_cls: 3.2015, loss: 3.2015, grad_norm: 2.2199 2020-07-25 05:36:03,632 - mmaction - INFO - Epoch [39][2040/3757] lr: 9.466e-02, eta: 8 days, 0:01:49, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5570, loss_cls: 3.2136, loss: 3.2136, grad_norm: 2.1395 2020-07-25 05:36:19,423 - mmaction - INFO - Epoch [39][2060/3757] lr: 9.466e-02, eta: 8 days, 0:01:09, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5813, loss_cls: 3.1069, loss: 3.1069, grad_norm: 2.1563 2020-07-25 05:36:35,181 - mmaction - INFO - Epoch [39][2080/3757] lr: 9.466e-02, eta: 8 days, 0:00:28, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5641, loss_cls: 3.1225, loss: 3.1225, grad_norm: 2.1616 2020-07-25 05:36:50,962 - mmaction - INFO - Epoch [39][2100/3757] lr: 9.466e-02, eta: 7 days, 23:59:48, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5570, loss_cls: 3.2036, loss: 3.2036, grad_norm: 2.1951 2020-07-25 05:37:06,728 - mmaction - INFO - Epoch [39][2120/3757] lr: 9.466e-02, eta: 7 days, 23:59:07, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5523, loss_cls: 3.2416, loss: 3.2416, grad_norm: 2.1923 2020-07-25 05:37:22,575 - mmaction - INFO - Epoch [39][2140/3757] lr: 9.466e-02, eta: 7 days, 23:58:28, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1168, loss: 3.1168, grad_norm: 2.2581 2020-07-25 05:37:38,431 - mmaction - INFO - Epoch [39][2160/3757] lr: 9.466e-02, eta: 7 days, 23:57:49, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5289, loss_cls: 3.2563, loss: 3.2563, grad_norm: 2.2093 2020-07-25 05:37:54,202 - mmaction - INFO - Epoch [39][2180/3757] lr: 9.466e-02, eta: 7 days, 23:57:08, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5766, loss_cls: 3.1135, loss: 3.1135, grad_norm: 2.1797 2020-07-25 05:38:09,998 - mmaction - INFO - Epoch [39][2200/3757] lr: 9.466e-02, eta: 7 days, 23:56:28, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5547, loss_cls: 3.2264, loss: 3.2264, grad_norm: 2.2051 2020-07-25 05:38:25,727 - mmaction - INFO - Epoch [39][2220/3757] lr: 9.466e-02, eta: 7 days, 23:55:47, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5422, loss_cls: 3.2648, loss: 3.2648, grad_norm: 2.2168 2020-07-25 05:38:41,480 - mmaction - INFO - Epoch [39][2240/3757] lr: 9.466e-02, eta: 7 days, 23:55:06, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5859, loss_cls: 3.1018, loss: 3.1018, grad_norm: 2.1541 2020-07-25 05:38:57,233 - mmaction - INFO - Epoch [39][2260/3757] lr: 9.466e-02, eta: 7 days, 23:54:25, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2828, top5_acc: 0.5484, loss_cls: 3.2501, loss: 3.2501, grad_norm: 2.2188 2020-07-25 05:39:13,005 - mmaction - INFO - Epoch [39][2280/3757] lr: 9.466e-02, eta: 7 days, 23:53:45, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5539, loss_cls: 3.2495, loss: 3.2495, grad_norm: 2.1848 2020-07-25 05:39:28,737 - mmaction - INFO - Epoch [39][2300/3757] lr: 9.466e-02, eta: 7 days, 23:53:04, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5484, loss_cls: 3.2440, loss: 3.2440, grad_norm: 2.1839 2020-07-25 05:39:44,516 - mmaction - INFO - Epoch [39][2320/3757] lr: 9.466e-02, eta: 7 days, 23:52:24, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5586, loss_cls: 3.1866, loss: 3.1866, grad_norm: 2.1852 2020-07-25 05:40:00,333 - mmaction - INFO - Epoch [39][2340/3757] lr: 9.466e-02, eta: 7 days, 23:51:44, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.2256, loss: 3.2256, grad_norm: 2.1677 2020-07-25 05:40:16,145 - mmaction - INFO - Epoch [39][2360/3757] lr: 9.466e-02, eta: 7 days, 23:51:05, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5852, loss_cls: 3.1551, loss: 3.1551, grad_norm: 2.2254 2020-07-25 05:40:31,875 - mmaction - INFO - Epoch [39][2380/3757] lr: 9.466e-02, eta: 7 days, 23:50:24, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5742, loss_cls: 3.0904, loss: 3.0904, grad_norm: 2.2280 2020-07-25 05:40:47,668 - mmaction - INFO - Epoch [39][2400/3757] lr: 9.466e-02, eta: 7 days, 23:49:44, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5695, loss_cls: 3.1204, loss: 3.1204, grad_norm: 2.2172 2020-07-25 05:41:03,483 - mmaction - INFO - Epoch [39][2420/3757] lr: 9.466e-02, eta: 7 days, 23:49:04, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5570, loss_cls: 3.2076, loss: 3.2076, grad_norm: 2.2339 2020-07-25 05:41:19,210 - mmaction - INFO - Epoch [39][2440/3757] lr: 9.466e-02, eta: 7 days, 23:48:23, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5555, loss_cls: 3.2353, loss: 3.2353, grad_norm: 2.1859 2020-07-25 05:41:35,006 - mmaction - INFO - Epoch [39][2460/3757] lr: 9.466e-02, eta: 7 days, 23:47:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.1507, loss: 3.1507, grad_norm: 2.1894 2020-07-25 05:41:50,756 - mmaction - INFO - Epoch [39][2480/3757] lr: 9.466e-02, eta: 7 days, 23:47:03, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5797, loss_cls: 3.1733, loss: 3.1733, grad_norm: 2.2619 2020-07-25 05:42:06,590 - mmaction - INFO - Epoch [39][2500/3757] lr: 9.466e-02, eta: 7 days, 23:46:24, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5625, loss_cls: 3.1911, loss: 3.1911, grad_norm: 2.1410 2020-07-25 05:42:22,327 - mmaction - INFO - Epoch [39][2520/3757] lr: 9.466e-02, eta: 7 days, 23:45:43, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.6070, loss_cls: 3.0492, loss: 3.0492, grad_norm: 2.1811 2020-07-25 05:42:38,152 - mmaction - INFO - Epoch [39][2540/3757] lr: 9.466e-02, eta: 7 days, 23:45:05, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5883, loss_cls: 3.0836, loss: 3.0836, grad_norm: 2.2081 2020-07-25 05:42:53,908 - mmaction - INFO - Epoch [39][2560/3757] lr: 9.466e-02, eta: 7 days, 23:44:24, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5594, loss_cls: 3.2409, loss: 3.2409, grad_norm: 2.1455 2020-07-25 05:43:09,632 - mmaction - INFO - Epoch [39][2580/3757] lr: 9.466e-02, eta: 7 days, 23:43:43, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5523, loss_cls: 3.1941, loss: 3.1941, grad_norm: 2.1540 2020-07-25 05:43:25,380 - mmaction - INFO - Epoch [39][2600/3757] lr: 9.466e-02, eta: 7 days, 23:43:03, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5469, loss_cls: 3.2256, loss: 3.2256, grad_norm: 2.1327 2020-07-25 05:43:41,148 - mmaction - INFO - Epoch [39][2620/3757] lr: 9.466e-02, eta: 7 days, 23:42:23, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5687, loss_cls: 3.2028, loss: 3.2028, grad_norm: 2.1800 2020-07-25 05:43:56,879 - mmaction - INFO - Epoch [39][2640/3757] lr: 9.466e-02, eta: 7 days, 23:41:42, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5734, loss_cls: 3.1938, loss: 3.1938, grad_norm: 2.2257 2020-07-25 05:44:12,702 - mmaction - INFO - Epoch [39][2660/3757] lr: 9.466e-02, eta: 7 days, 23:41:03, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5703, loss_cls: 3.1700, loss: 3.1700, grad_norm: 2.1784 2020-07-25 05:44:28,462 - mmaction - INFO - Epoch [39][2680/3757] lr: 9.466e-02, eta: 7 days, 23:40:23, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5445, loss_cls: 3.1915, loss: 3.1915, grad_norm: 2.1614 2020-07-25 05:44:44,292 - mmaction - INFO - Epoch [39][2700/3757] lr: 9.466e-02, eta: 7 days, 23:39:44, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5500, loss_cls: 3.2717, loss: 3.2717, grad_norm: 2.2563 2020-07-25 05:45:00,067 - mmaction - INFO - Epoch [39][2720/3757] lr: 9.466e-02, eta: 7 days, 23:39:04, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2828, top5_acc: 0.5500, loss_cls: 3.2910, loss: 3.2910, grad_norm: 2.2047 2020-07-25 05:45:15,813 - mmaction - INFO - Epoch [39][2740/3757] lr: 9.466e-02, eta: 7 days, 23:38:24, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5641, loss_cls: 3.2118, loss: 3.2118, grad_norm: 2.1929 2020-07-25 05:45:31,614 - mmaction - INFO - Epoch [39][2760/3757] lr: 9.466e-02, eta: 7 days, 23:37:45, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5867, loss_cls: 3.0961, loss: 3.0961, grad_norm: 2.2005 2020-07-25 05:45:47,489 - mmaction - INFO - Epoch [39][2780/3757] lr: 9.466e-02, eta: 7 days, 23:37:07, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5602, loss_cls: 3.1853, loss: 3.1853, grad_norm: 2.2018 2020-07-25 05:46:03,336 - mmaction - INFO - Epoch [39][2800/3757] lr: 9.466e-02, eta: 7 days, 23:36:29, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5641, loss_cls: 3.1978, loss: 3.1978, grad_norm: 2.2028 2020-07-25 05:46:19,145 - mmaction - INFO - Epoch [39][2820/3757] lr: 9.466e-02, eta: 7 days, 23:35:50, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5594, loss_cls: 3.2301, loss: 3.2301, grad_norm: 2.1501 2020-07-25 05:46:34,854 - mmaction - INFO - Epoch [39][2840/3757] lr: 9.466e-02, eta: 7 days, 23:35:09, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5469, loss_cls: 3.2539, loss: 3.2539, grad_norm: 2.1566 2020-07-25 05:46:50,593 - mmaction - INFO - Epoch [39][2860/3757] lr: 9.466e-02, eta: 7 days, 23:34:28, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5578, loss_cls: 3.0723, loss: 3.0723, grad_norm: 2.1759 2020-07-25 05:47:06,393 - mmaction - INFO - Epoch [39][2880/3757] lr: 9.466e-02, eta: 7 days, 23:33:49, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.1814, loss: 3.1814, grad_norm: 2.2598 2020-07-25 05:47:22,127 - mmaction - INFO - Epoch [39][2900/3757] lr: 9.466e-02, eta: 7 days, 23:33:09, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5719, loss_cls: 3.1222, loss: 3.1222, grad_norm: 2.1899 2020-07-25 05:47:37,881 - mmaction - INFO - Epoch [39][2920/3757] lr: 9.466e-02, eta: 7 days, 23:32:29, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5664, loss_cls: 3.1366, loss: 3.1366, grad_norm: 2.2222 2020-07-25 05:47:53,660 - mmaction - INFO - Epoch [39][2940/3757] lr: 9.466e-02, eta: 7 days, 23:31:49, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5664, loss_cls: 3.1808, loss: 3.1808, grad_norm: 2.1036 2020-07-25 05:48:09,418 - mmaction - INFO - Epoch [39][2960/3757] lr: 9.466e-02, eta: 7 days, 23:31:10, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5805, loss_cls: 3.1326, loss: 3.1326, grad_norm: 2.1416 2020-07-25 05:48:25,147 - mmaction - INFO - Epoch [39][2980/3757] lr: 9.466e-02, eta: 7 days, 23:30:29, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5531, loss_cls: 3.1416, loss: 3.1416, grad_norm: 2.1907 2020-07-25 05:48:40,974 - mmaction - INFO - Epoch [39][3000/3757] lr: 9.466e-02, eta: 7 days, 23:29:51, time: 0.791, data_time: 0.007, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5516, loss_cls: 3.1688, loss: 3.1688, grad_norm: 2.2237 2020-07-25 05:48:56,725 - mmaction - INFO - Epoch [39][3020/3757] lr: 9.466e-02, eta: 7 days, 23:29:11, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5719, loss_cls: 3.1931, loss: 3.1931, grad_norm: 2.2233 2020-07-25 05:49:12,452 - mmaction - INFO - Epoch [39][3040/3757] lr: 9.466e-02, eta: 7 days, 23:28:30, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5703, loss_cls: 3.1580, loss: 3.1580, grad_norm: 2.1979 2020-07-25 05:49:28,296 - mmaction - INFO - Epoch [39][3060/3757] lr: 9.466e-02, eta: 7 days, 23:27:52, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2852, top5_acc: 0.5398, loss_cls: 3.2948, loss: 3.2948, grad_norm: 2.1768 2020-07-25 05:49:44,116 - mmaction - INFO - Epoch [39][3080/3757] lr: 9.466e-02, eta: 7 days, 23:27:14, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5367, loss_cls: 3.2740, loss: 3.2740, grad_norm: 2.1296 2020-07-25 05:49:59,861 - mmaction - INFO - Epoch [39][3100/3757] lr: 9.466e-02, eta: 7 days, 23:26:34, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5648, loss_cls: 3.1775, loss: 3.1775, grad_norm: 2.2040 2020-07-25 05:50:15,638 - mmaction - INFO - Epoch [39][3120/3757] lr: 9.466e-02, eta: 7 days, 23:25:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2664, top5_acc: 0.5305, loss_cls: 3.3550, loss: 3.3550, grad_norm: 2.1806 2020-07-25 05:50:31,466 - mmaction - INFO - Epoch [39][3140/3757] lr: 9.466e-02, eta: 7 days, 23:25:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5789, loss_cls: 3.0670, loss: 3.0670, grad_norm: 2.1711 2020-07-25 05:50:47,229 - mmaction - INFO - Epoch [39][3160/3757] lr: 9.466e-02, eta: 7 days, 23:24:37, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.2859, top5_acc: 0.5563, loss_cls: 3.2769, loss: 3.2769, grad_norm: 2.2404 2020-07-25 05:51:02,981 - mmaction - INFO - Epoch [39][3180/3757] lr: 9.466e-02, eta: 7 days, 23:23:57, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5617, loss_cls: 3.2443, loss: 3.2443, grad_norm: 2.1487 2020-07-25 05:51:18,731 - mmaction - INFO - Epoch [39][3200/3757] lr: 9.466e-02, eta: 7 days, 23:23:18, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5492, loss_cls: 3.2726, loss: 3.2726, grad_norm: 2.1878 2020-07-25 05:51:34,501 - mmaction - INFO - Epoch [39][3220/3757] lr: 9.466e-02, eta: 7 days, 23:22:38, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5805, loss_cls: 3.1699, loss: 3.1699, grad_norm: 2.1319 2020-07-25 05:51:50,311 - mmaction - INFO - Epoch [39][3240/3757] lr: 9.466e-02, eta: 7 days, 23:22:00, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.1554, loss: 3.1554, grad_norm: 2.1741 2020-07-25 05:52:06,128 - mmaction - INFO - Epoch [39][3260/3757] lr: 9.466e-02, eta: 7 days, 23:21:21, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5602, loss_cls: 3.1930, loss: 3.1930, grad_norm: 2.2364 2020-07-25 05:52:21,839 - mmaction - INFO - Epoch [39][3280/3757] lr: 9.466e-02, eta: 7 days, 23:20:41, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5500, loss_cls: 3.2293, loss: 3.2293, grad_norm: 2.1944 2020-07-25 05:52:37,714 - mmaction - INFO - Epoch [39][3300/3757] lr: 9.466e-02, eta: 7 days, 23:20:04, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5781, loss_cls: 3.1739, loss: 3.1739, grad_norm: 2.1318 2020-07-25 05:52:53,472 - mmaction - INFO - Epoch [39][3320/3757] lr: 9.466e-02, eta: 7 days, 23:19:24, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5703, loss_cls: 3.1491, loss: 3.1491, grad_norm: 2.1574 2020-07-25 05:53:09,222 - mmaction - INFO - Epoch [39][3340/3757] lr: 9.466e-02, eta: 7 days, 23:18:45, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5813, loss_cls: 3.1104, loss: 3.1104, grad_norm: 2.1888 2020-07-25 05:53:24,974 - mmaction - INFO - Epoch [39][3360/3757] lr: 9.466e-02, eta: 7 days, 23:18:05, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5508, loss_cls: 3.1893, loss: 3.1893, grad_norm: 2.1951 2020-07-25 05:53:40,756 - mmaction - INFO - Epoch [39][3380/3757] lr: 9.466e-02, eta: 7 days, 23:17:27, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5813, loss_cls: 3.0501, loss: 3.0501, grad_norm: 2.1585 2020-07-25 05:53:56,609 - mmaction - INFO - Epoch [39][3400/3757] lr: 9.466e-02, eta: 7 days, 23:16:49, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5555, loss_cls: 3.2142, loss: 3.2142, grad_norm: 2.2333 2020-07-25 05:54:12,408 - mmaction - INFO - Epoch [39][3420/3757] lr: 9.466e-02, eta: 7 days, 23:16:11, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5687, loss_cls: 3.1797, loss: 3.1797, grad_norm: 2.1883 2020-07-25 05:54:28,177 - mmaction - INFO - Epoch [39][3440/3757] lr: 9.466e-02, eta: 7 days, 23:15:31, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5867, loss_cls: 3.1242, loss: 3.1242, grad_norm: 2.2030 2020-07-25 05:54:43,976 - mmaction - INFO - Epoch [39][3460/3757] lr: 9.466e-02, eta: 7 days, 23:14:53, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5508, loss_cls: 3.2397, loss: 3.2397, grad_norm: 2.1925 2020-07-25 05:54:59,770 - mmaction - INFO - Epoch [39][3480/3757] lr: 9.466e-02, eta: 7 days, 23:14:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5477, loss_cls: 3.1816, loss: 3.1816, grad_norm: 2.1435 2020-07-25 05:55:15,583 - mmaction - INFO - Epoch [39][3500/3757] lr: 9.466e-02, eta: 7 days, 23:13:36, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5883, loss_cls: 3.1502, loss: 3.1502, grad_norm: 2.2011 2020-07-25 05:55:31,347 - mmaction - INFO - Epoch [39][3520/3757] lr: 9.466e-02, eta: 7 days, 23:12:57, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5648, loss_cls: 3.1694, loss: 3.1694, grad_norm: 2.2264 2020-07-25 05:55:47,250 - mmaction - INFO - Epoch [39][3540/3757] lr: 9.466e-02, eta: 7 days, 23:12:21, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5703, loss_cls: 3.1590, loss: 3.1590, grad_norm: 2.1700 2020-07-25 05:56:03,071 - mmaction - INFO - Epoch [39][3560/3757] lr: 9.466e-02, eta: 7 days, 23:11:43, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5695, loss_cls: 3.1335, loss: 3.1335, grad_norm: 2.1760 2020-07-25 05:56:18,864 - mmaction - INFO - Epoch [39][3580/3757] lr: 9.466e-02, eta: 7 days, 23:11:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5758, loss_cls: 3.0614, loss: 3.0614, grad_norm: 2.2326 2020-07-25 05:56:34,708 - mmaction - INFO - Epoch [39][3600/3757] lr: 9.466e-02, eta: 7 days, 23:10:27, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5641, loss_cls: 3.2104, loss: 3.2104, grad_norm: 2.2250 2020-07-25 05:56:50,523 - mmaction - INFO - Epoch [39][3620/3757] lr: 9.466e-02, eta: 7 days, 23:09:49, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5625, loss_cls: 3.1854, loss: 3.1854, grad_norm: 2.1583 2020-07-25 05:57:06,320 - mmaction - INFO - Epoch [39][3640/3757] lr: 9.466e-02, eta: 7 days, 23:09:11, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5687, loss_cls: 3.1840, loss: 3.1840, grad_norm: 2.1662 2020-07-25 05:57:22,115 - mmaction - INFO - Epoch [39][3660/3757] lr: 9.466e-02, eta: 7 days, 23:08:33, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5555, loss_cls: 3.1947, loss: 3.1947, grad_norm: 2.1944 2020-07-25 05:57:37,996 - mmaction - INFO - Epoch [39][3680/3757] lr: 9.466e-02, eta: 7 days, 23:07:56, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5609, loss_cls: 3.1887, loss: 3.1887, grad_norm: 2.1853 2020-07-25 05:57:53,747 - mmaction - INFO - Epoch [39][3700/3757] lr: 9.466e-02, eta: 7 days, 23:07:17, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5891, loss_cls: 3.1302, loss: 3.1302, grad_norm: 2.2436 2020-07-25 05:58:09,549 - mmaction - INFO - Epoch [39][3720/3757] lr: 9.466e-02, eta: 7 days, 23:06:39, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5711, loss_cls: 3.2116, loss: 3.2116, grad_norm: 2.2282 2020-07-25 05:58:25,343 - mmaction - INFO - Epoch [39][3740/3757] lr: 9.466e-02, eta: 7 days, 23:06:00, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5805, loss_cls: 3.1870, loss: 3.1870, grad_norm: 2.1516 2020-07-25 06:02:07,684 - mmaction - INFO - Epoch [40][20/3757] lr: 9.438e-02, eta: 8 days, 0:02:17, time: 10.203, data_time: 9.279, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5844, loss_cls: 3.1086, loss: 3.1086, grad_norm: 2.1792 2020-07-25 06:02:23,516 - mmaction - INFO - Epoch [40][40/3757] lr: 9.438e-02, eta: 8 days, 0:01:38, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5773, loss_cls: 3.1053, loss: 3.1053, grad_norm: 2.1511 2020-07-25 06:02:39,463 - mmaction - INFO - Epoch [40][60/3757] lr: 9.438e-02, eta: 8 days, 0:01:02, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5836, loss_cls: 3.0912, loss: 3.0912, grad_norm: 2.1912 2020-07-25 06:02:55,346 - mmaction - INFO - Epoch [40][80/3757] lr: 9.438e-02, eta: 8 days, 0:00:23, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5555, loss_cls: 3.2358, loss: 3.2358, grad_norm: 2.2005 2020-07-25 06:03:11,100 - mmaction - INFO - Epoch [40][100/3757] lr: 9.438e-02, eta: 7 days, 23:59:42, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5484, loss_cls: 3.2351, loss: 3.2351, grad_norm: 2.2064 2020-07-25 06:03:26,996 - mmaction - INFO - Epoch [40][120/3757] lr: 9.438e-02, eta: 7 days, 23:59:05, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5648, loss_cls: 3.1328, loss: 3.1328, grad_norm: 2.1266 2020-07-25 06:03:42,808 - mmaction - INFO - Epoch [40][140/3757] lr: 9.438e-02, eta: 7 days, 23:58:25, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5797, loss_cls: 3.1477, loss: 3.1477, grad_norm: 2.2462 2020-07-25 06:03:58,670 - mmaction - INFO - Epoch [40][160/3757] lr: 9.438e-02, eta: 7 days, 23:57:47, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5828, loss_cls: 3.0942, loss: 3.0942, grad_norm: 2.1964 2020-07-25 06:04:14,536 - mmaction - INFO - Epoch [40][180/3757] lr: 9.438e-02, eta: 7 days, 23:57:08, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5516, loss_cls: 3.2060, loss: 3.2060, grad_norm: 2.2699 2020-07-25 06:04:30,397 - mmaction - INFO - Epoch [40][200/3757] lr: 9.438e-02, eta: 7 days, 23:56:30, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5609, loss_cls: 3.1851, loss: 3.1851, grad_norm: 2.2534 2020-07-25 06:04:46,179 - mmaction - INFO - Epoch [40][220/3757] lr: 9.438e-02, eta: 7 days, 23:55:50, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5805, loss_cls: 3.1185, loss: 3.1185, grad_norm: 2.2619 2020-07-25 06:05:02,051 - mmaction - INFO - Epoch [40][240/3757] lr: 9.438e-02, eta: 7 days, 23:55:12, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5367, loss_cls: 3.3049, loss: 3.3049, grad_norm: 2.2232 2020-07-25 06:05:17,824 - mmaction - INFO - Epoch [40][260/3757] lr: 9.438e-02, eta: 7 days, 23:54:32, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5594, loss_cls: 3.2098, loss: 3.2098, grad_norm: 2.1387 2020-07-25 06:05:33,664 - mmaction - INFO - Epoch [40][280/3757] lr: 9.438e-02, eta: 7 days, 23:53:53, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5578, loss_cls: 3.1789, loss: 3.1789, grad_norm: 2.1692 2020-07-25 06:05:49,470 - mmaction - INFO - Epoch [40][300/3757] lr: 9.438e-02, eta: 7 days, 23:53:14, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2844, top5_acc: 0.5680, loss_cls: 3.2044, loss: 3.2044, grad_norm: 2.2276 2020-07-25 06:06:05,312 - mmaction - INFO - Epoch [40][320/3757] lr: 9.438e-02, eta: 7 days, 23:52:35, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5898, loss_cls: 3.0676, loss: 3.0676, grad_norm: 2.1457 2020-07-25 06:06:21,116 - mmaction - INFO - Epoch [40][340/3757] lr: 9.438e-02, eta: 7 days, 23:51:55, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5758, loss_cls: 3.1180, loss: 3.1180, grad_norm: 2.2068 2020-07-25 06:06:36,876 - mmaction - INFO - Epoch [40][360/3757] lr: 9.438e-02, eta: 7 days, 23:51:15, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5664, loss_cls: 3.1232, loss: 3.1232, grad_norm: 2.1665 2020-07-25 06:06:52,665 - mmaction - INFO - Epoch [40][380/3757] lr: 9.438e-02, eta: 7 days, 23:50:36, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5539, loss_cls: 3.2167, loss: 3.2167, grad_norm: 2.2506 2020-07-25 06:07:08,479 - mmaction - INFO - Epoch [40][400/3757] lr: 9.438e-02, eta: 7 days, 23:49:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.2196, loss: 3.2196, grad_norm: 2.2037 2020-07-25 06:07:24,214 - mmaction - INFO - Epoch [40][420/3757] lr: 9.438e-02, eta: 7 days, 23:49:16, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5891, loss_cls: 3.0558, loss: 3.0558, grad_norm: 2.1999 2020-07-25 06:07:40,009 - mmaction - INFO - Epoch [40][440/3757] lr: 9.438e-02, eta: 7 days, 23:48:36, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5422, loss_cls: 3.2716, loss: 3.2716, grad_norm: 2.2028 2020-07-25 06:07:55,731 - mmaction - INFO - Epoch [40][460/3757] lr: 9.438e-02, eta: 7 days, 23:47:55, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5930, loss_cls: 3.0892, loss: 3.0892, grad_norm: 2.1491 2020-07-25 06:08:11,564 - mmaction - INFO - Epoch [40][480/3757] lr: 9.438e-02, eta: 7 days, 23:47:17, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5617, loss_cls: 3.1799, loss: 3.1799, grad_norm: 2.1767 2020-07-25 06:08:27,352 - mmaction - INFO - Epoch [40][500/3757] lr: 9.438e-02, eta: 7 days, 23:46:37, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5586, loss_cls: 3.1664, loss: 3.1664, grad_norm: 2.1771 2020-07-25 06:08:43,128 - mmaction - INFO - Epoch [40][520/3757] lr: 9.438e-02, eta: 7 days, 23:45:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5789, loss_cls: 3.1096, loss: 3.1096, grad_norm: 2.1786 2020-07-25 06:08:58,980 - mmaction - INFO - Epoch [40][540/3757] lr: 9.438e-02, eta: 7 days, 23:45:19, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5695, loss_cls: 3.1621, loss: 3.1621, grad_norm: 2.2217 2020-07-25 06:09:14,782 - mmaction - INFO - Epoch [40][560/3757] lr: 9.438e-02, eta: 7 days, 23:44:40, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5742, loss_cls: 3.1276, loss: 3.1276, grad_norm: 2.1613 2020-07-25 06:09:30,617 - mmaction - INFO - Epoch [40][580/3757] lr: 9.438e-02, eta: 7 days, 23:44:01, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5773, loss_cls: 3.1181, loss: 3.1181, grad_norm: 2.1012 2020-07-25 06:09:46,438 - mmaction - INFO - Epoch [40][600/3757] lr: 9.438e-02, eta: 7 days, 23:43:23, time: 0.791, data_time: 0.008, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5844, loss_cls: 3.1096, loss: 3.1096, grad_norm: 2.1986 2020-07-25 06:10:02,255 - mmaction - INFO - Epoch [40][620/3757] lr: 9.438e-02, eta: 7 days, 23:42:44, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5750, loss_cls: 3.1808, loss: 3.1808, grad_norm: 2.2382 2020-07-25 06:10:18,034 - mmaction - INFO - Epoch [40][640/3757] lr: 9.438e-02, eta: 7 days, 23:42:04, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5578, loss_cls: 3.2065, loss: 3.2065, grad_norm: 2.1961 2020-07-25 06:10:33,874 - mmaction - INFO - Epoch [40][660/3757] lr: 9.438e-02, eta: 7 days, 23:41:26, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5539, loss_cls: 3.2095, loss: 3.2095, grad_norm: 2.1520 2020-07-25 06:10:49,643 - mmaction - INFO - Epoch [40][680/3757] lr: 9.438e-02, eta: 7 days, 23:40:46, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5609, loss_cls: 3.1804, loss: 3.1804, grad_norm: 2.1798 2020-07-25 06:11:05,378 - mmaction - INFO - Epoch [40][700/3757] lr: 9.438e-02, eta: 7 days, 23:40:06, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5375, loss_cls: 3.2429, loss: 3.2429, grad_norm: 2.2139 2020-07-25 06:11:21,167 - mmaction - INFO - Epoch [40][720/3757] lr: 9.438e-02, eta: 7 days, 23:39:27, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5703, loss_cls: 3.1366, loss: 3.1366, grad_norm: 2.1865 2020-07-25 06:11:36,929 - mmaction - INFO - Epoch [40][740/3757] lr: 9.438e-02, eta: 7 days, 23:38:47, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5469, loss_cls: 3.2264, loss: 3.2264, grad_norm: 2.1999 2020-07-25 06:11:52,723 - mmaction - INFO - Epoch [40][760/3757] lr: 9.438e-02, eta: 7 days, 23:38:08, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5797, loss_cls: 3.1076, loss: 3.1076, grad_norm: 2.1469 2020-07-25 06:12:08,501 - mmaction - INFO - Epoch [40][780/3757] lr: 9.438e-02, eta: 7 days, 23:37:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5641, loss_cls: 3.1649, loss: 3.1649, grad_norm: 2.1564 2020-07-25 06:12:24,258 - mmaction - INFO - Epoch [40][800/3757] lr: 9.438e-02, eta: 7 days, 23:36:48, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5742, loss_cls: 3.1061, loss: 3.1061, grad_norm: 2.1730 2020-07-25 06:12:40,010 - mmaction - INFO - Epoch [40][820/3757] lr: 9.438e-02, eta: 7 days, 23:36:09, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5945, loss_cls: 3.1258, loss: 3.1258, grad_norm: 2.2405 2020-07-25 06:12:55,761 - mmaction - INFO - Epoch [40][840/3757] lr: 9.438e-02, eta: 7 days, 23:35:29, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5508, loss_cls: 3.2318, loss: 3.2318, grad_norm: 2.1742 2020-07-25 06:13:11,554 - mmaction - INFO - Epoch [40][860/3757] lr: 9.438e-02, eta: 7 days, 23:34:50, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.1736, loss: 3.1736, grad_norm: 2.1892 2020-07-25 06:13:27,338 - mmaction - INFO - Epoch [40][880/3757] lr: 9.438e-02, eta: 7 days, 23:34:10, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5836, loss_cls: 3.0656, loss: 3.0656, grad_norm: 2.1701 2020-07-25 06:13:43,198 - mmaction - INFO - Epoch [40][900/3757] lr: 9.438e-02, eta: 7 days, 23:33:33, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5664, loss_cls: 3.1586, loss: 3.1586, grad_norm: 2.1993 2020-07-25 06:13:59,007 - mmaction - INFO - Epoch [40][920/3757] lr: 9.438e-02, eta: 7 days, 23:32:54, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5625, loss_cls: 3.1845, loss: 3.1845, grad_norm: 2.1904 2020-07-25 06:14:14,759 - mmaction - INFO - Epoch [40][940/3757] lr: 9.438e-02, eta: 7 days, 23:32:14, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5938, loss_cls: 3.0772, loss: 3.0772, grad_norm: 2.1895 2020-07-25 06:14:30,512 - mmaction - INFO - Epoch [40][960/3757] lr: 9.438e-02, eta: 7 days, 23:31:35, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5484, loss_cls: 3.2175, loss: 3.2175, grad_norm: 2.1898 2020-07-25 06:14:46,315 - mmaction - INFO - Epoch [40][980/3757] lr: 9.438e-02, eta: 7 days, 23:30:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5539, loss_cls: 3.2835, loss: 3.2835, grad_norm: 2.2466 2020-07-25 06:15:02,120 - mmaction - INFO - Epoch [40][1000/3757] lr: 9.438e-02, eta: 7 days, 23:30:17, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5859, loss_cls: 3.1791, loss: 3.1791, grad_norm: 2.1731 2020-07-25 06:15:17,799 - mmaction - INFO - Epoch [40][1020/3757] lr: 9.438e-02, eta: 7 days, 23:29:36, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5539, loss_cls: 3.2395, loss: 3.2395, grad_norm: 2.1879 2020-07-25 06:15:33,506 - mmaction - INFO - Epoch [40][1040/3757] lr: 9.438e-02, eta: 7 days, 23:28:56, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5508, loss_cls: 3.2134, loss: 3.2134, grad_norm: 2.1851 2020-07-25 06:15:49,297 - mmaction - INFO - Epoch [40][1060/3757] lr: 9.438e-02, eta: 7 days, 23:28:17, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5484, loss_cls: 3.2129, loss: 3.2129, grad_norm: 2.2030 2020-07-25 06:16:05,068 - mmaction - INFO - Epoch [40][1080/3757] lr: 9.438e-02, eta: 7 days, 23:27:38, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5578, loss_cls: 3.2664, loss: 3.2664, grad_norm: 2.1844 2020-07-25 06:16:20,919 - mmaction - INFO - Epoch [40][1100/3757] lr: 9.438e-02, eta: 7 days, 23:27:00, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5898, loss_cls: 3.0275, loss: 3.0275, grad_norm: 2.1178 2020-07-25 06:16:36,716 - mmaction - INFO - Epoch [40][1120/3757] lr: 9.438e-02, eta: 7 days, 23:26:21, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5789, loss_cls: 3.1017, loss: 3.1017, grad_norm: 2.1735 2020-07-25 06:16:52,531 - mmaction - INFO - Epoch [40][1140/3757] lr: 9.438e-02, eta: 7 days, 23:25:43, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5477, loss_cls: 3.2240, loss: 3.2240, grad_norm: 2.1968 2020-07-25 06:17:08,314 - mmaction - INFO - Epoch [40][1160/3757] lr: 9.438e-02, eta: 7 days, 23:25:04, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5695, loss_cls: 3.0868, loss: 3.0868, grad_norm: 2.1267 2020-07-25 06:17:24,094 - mmaction - INFO - Epoch [40][1180/3757] lr: 9.438e-02, eta: 7 days, 23:24:25, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5641, loss_cls: 3.1764, loss: 3.1764, grad_norm: 2.2440 2020-07-25 06:17:39,810 - mmaction - INFO - Epoch [40][1200/3757] lr: 9.438e-02, eta: 7 days, 23:23:45, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5672, loss_cls: 3.1628, loss: 3.1628, grad_norm: 2.2258 2020-07-25 06:17:55,559 - mmaction - INFO - Epoch [40][1220/3757] lr: 9.438e-02, eta: 7 days, 23:23:05, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5469, loss_cls: 3.2421, loss: 3.2421, grad_norm: 2.1912 2020-07-25 06:18:11,314 - mmaction - INFO - Epoch [40][1240/3757] lr: 9.438e-02, eta: 7 days, 23:22:26, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5617, loss_cls: 3.1851, loss: 3.1851, grad_norm: 2.1069 2020-07-25 06:18:27,105 - mmaction - INFO - Epoch [40][1260/3757] lr: 9.438e-02, eta: 7 days, 23:21:47, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5563, loss_cls: 3.1810, loss: 3.1810, grad_norm: 2.1371 2020-07-25 06:18:42,848 - mmaction - INFO - Epoch [40][1280/3757] lr: 9.438e-02, eta: 7 days, 23:21:08, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.2750, top5_acc: 0.5430, loss_cls: 3.2660, loss: 3.2660, grad_norm: 2.2783 2020-07-25 06:18:58,679 - mmaction - INFO - Epoch [40][1300/3757] lr: 9.438e-02, eta: 7 days, 23:20:30, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5586, loss_cls: 3.1922, loss: 3.1922, grad_norm: 2.1861 2020-07-25 06:19:14,469 - mmaction - INFO - Epoch [40][1320/3757] lr: 9.438e-02, eta: 7 days, 23:19:52, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6203, loss_cls: 2.9299, loss: 2.9299, grad_norm: 2.1885 2020-07-25 06:19:30,305 - mmaction - INFO - Epoch [40][1340/3757] lr: 9.438e-02, eta: 7 days, 23:19:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5602, loss_cls: 3.2125, loss: 3.2125, grad_norm: 2.2573 2020-07-25 06:19:46,074 - mmaction - INFO - Epoch [40][1360/3757] lr: 9.438e-02, eta: 7 days, 23:18:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5531, loss_cls: 3.2547, loss: 3.2547, grad_norm: 2.2249 2020-07-25 06:20:01,999 - mmaction - INFO - Epoch [40][1380/3757] lr: 9.438e-02, eta: 7 days, 23:17:59, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5875, loss_cls: 3.0520, loss: 3.0520, grad_norm: 2.1513 2020-07-25 06:20:17,741 - mmaction - INFO - Epoch [40][1400/3757] lr: 9.438e-02, eta: 7 days, 23:17:19, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5617, loss_cls: 3.1002, loss: 3.1002, grad_norm: 2.2062 2020-07-25 06:20:33,557 - mmaction - INFO - Epoch [40][1420/3757] lr: 9.438e-02, eta: 7 days, 23:16:41, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5727, loss_cls: 3.1242, loss: 3.1242, grad_norm: 2.1857 2020-07-25 06:20:49,382 - mmaction - INFO - Epoch [40][1440/3757] lr: 9.438e-02, eta: 7 days, 23:16:04, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5703, loss_cls: 3.1693, loss: 3.1693, grad_norm: 2.2122 2020-07-25 06:21:05,200 - mmaction - INFO - Epoch [40][1460/3757] lr: 9.438e-02, eta: 7 days, 23:15:26, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5813, loss_cls: 3.0880, loss: 3.0880, grad_norm: 2.2724 2020-07-25 06:21:20,961 - mmaction - INFO - Epoch [40][1480/3757] lr: 9.438e-02, eta: 7 days, 23:14:47, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5750, loss_cls: 3.0753, loss: 3.0753, grad_norm: 2.1996 2020-07-25 06:21:36,828 - mmaction - INFO - Epoch [40][1500/3757] lr: 9.438e-02, eta: 7 days, 23:14:10, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5484, loss_cls: 3.2413, loss: 3.2413, grad_norm: 2.2508 2020-07-25 06:21:52,664 - mmaction - INFO - Epoch [40][1520/3757] lr: 9.438e-02, eta: 7 days, 23:13:32, time: 0.791, data_time: 0.009, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5531, loss_cls: 3.1788, loss: 3.1788, grad_norm: 2.2350 2020-07-25 06:22:08,426 - mmaction - INFO - Epoch [40][1540/3757] lr: 9.438e-02, eta: 7 days, 23:12:53, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5695, loss_cls: 3.1509, loss: 3.1509, grad_norm: 2.1013 2020-07-25 06:22:24,175 - mmaction - INFO - Epoch [40][1560/3757] lr: 9.438e-02, eta: 7 days, 23:12:14, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5656, loss_cls: 3.1377, loss: 3.1377, grad_norm: 2.2707 2020-07-25 06:22:39,982 - mmaction - INFO - Epoch [40][1580/3757] lr: 9.438e-02, eta: 7 days, 23:11:36, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5758, loss_cls: 3.1954, loss: 3.1954, grad_norm: 2.2167 2020-07-25 06:22:55,837 - mmaction - INFO - Epoch [40][1600/3757] lr: 9.438e-02, eta: 7 days, 23:10:59, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5836, loss_cls: 3.1119, loss: 3.1119, grad_norm: 2.1783 2020-07-25 06:23:11,572 - mmaction - INFO - Epoch [40][1620/3757] lr: 9.438e-02, eta: 7 days, 23:10:20, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5828, loss_cls: 3.1325, loss: 3.1325, grad_norm: 2.1846 2020-07-25 06:23:27,304 - mmaction - INFO - Epoch [40][1640/3757] lr: 9.438e-02, eta: 7 days, 23:09:41, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5289, loss_cls: 3.2827, loss: 3.2827, grad_norm: 2.2002 2020-07-25 06:23:43,101 - mmaction - INFO - Epoch [40][1660/3757] lr: 9.438e-02, eta: 7 days, 23:09:02, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5805, loss_cls: 3.1238, loss: 3.1238, grad_norm: 2.2077 2020-07-25 06:23:58,841 - mmaction - INFO - Epoch [40][1680/3757] lr: 9.438e-02, eta: 7 days, 23:08:23, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5867, loss_cls: 3.0590, loss: 3.0590, grad_norm: 2.1813 2020-07-25 06:24:14,658 - mmaction - INFO - Epoch [40][1700/3757] lr: 9.438e-02, eta: 7 days, 23:07:46, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5789, loss_cls: 3.1377, loss: 3.1377, grad_norm: 2.1909 2020-07-25 06:24:30,560 - mmaction - INFO - Epoch [40][1720/3757] lr: 9.438e-02, eta: 7 days, 23:07:10, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5734, loss_cls: 3.1828, loss: 3.1828, grad_norm: 2.1614 2020-07-25 06:24:46,387 - mmaction - INFO - Epoch [40][1740/3757] lr: 9.438e-02, eta: 7 days, 23:06:32, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5633, loss_cls: 3.2149, loss: 3.2149, grad_norm: 2.2521 2020-07-25 06:25:02,258 - mmaction - INFO - Epoch [40][1760/3757] lr: 9.438e-02, eta: 7 days, 23:05:55, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5750, loss_cls: 3.1222, loss: 3.1222, grad_norm: 2.2112 2020-07-25 06:25:17,949 - mmaction - INFO - Epoch [40][1780/3757] lr: 9.438e-02, eta: 7 days, 23:05:16, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5594, loss_cls: 3.2076, loss: 3.2076, grad_norm: 2.1989 2020-07-25 06:25:33,807 - mmaction - INFO - Epoch [40][1800/3757] lr: 9.438e-02, eta: 7 days, 23:04:39, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5594, loss_cls: 3.1979, loss: 3.1979, grad_norm: 2.1761 2020-07-25 06:25:49,625 - mmaction - INFO - Epoch [40][1820/3757] lr: 9.438e-02, eta: 7 days, 23:04:01, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2734, top5_acc: 0.5289, loss_cls: 3.3068, loss: 3.3068, grad_norm: 2.2188 2020-07-25 06:26:05,423 - mmaction - INFO - Epoch [40][1840/3757] lr: 9.438e-02, eta: 7 days, 23:03:23, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5453, loss_cls: 3.2605, loss: 3.2605, grad_norm: 2.2037 2020-07-25 06:26:21,325 - mmaction - INFO - Epoch [40][1860/3757] lr: 9.438e-02, eta: 7 days, 23:02:47, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5430, loss_cls: 3.2416, loss: 3.2416, grad_norm: 2.2000 2020-07-25 06:26:37,082 - mmaction - INFO - Epoch [40][1880/3757] lr: 9.438e-02, eta: 7 days, 23:02:09, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5734, loss_cls: 3.1449, loss: 3.1449, grad_norm: 2.1929 2020-07-25 06:26:52,880 - mmaction - INFO - Epoch [40][1900/3757] lr: 9.438e-02, eta: 7 days, 23:01:31, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5617, loss_cls: 3.1915, loss: 3.1915, grad_norm: 2.2395 2020-07-25 06:27:08,782 - mmaction - INFO - Epoch [40][1920/3757] lr: 9.438e-02, eta: 7 days, 23:00:55, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5781, loss_cls: 3.1670, loss: 3.1670, grad_norm: 2.2157 2020-07-25 06:27:24,631 - mmaction - INFO - Epoch [40][1940/3757] lr: 9.438e-02, eta: 7 days, 23:00:18, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5625, loss_cls: 3.2028, loss: 3.2028, grad_norm: 2.1995 2020-07-25 06:27:40,517 - mmaction - INFO - Epoch [40][1960/3757] lr: 9.438e-02, eta: 7 days, 22:59:42, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5555, loss_cls: 3.2206, loss: 3.2206, grad_norm: 2.2273 2020-07-25 06:27:56,240 - mmaction - INFO - Epoch [40][1980/3757] lr: 9.438e-02, eta: 7 days, 22:59:03, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5703, loss_cls: 3.1236, loss: 3.1236, grad_norm: 2.1708 2020-07-25 06:28:12,051 - mmaction - INFO - Epoch [40][2000/3757] lr: 9.438e-02, eta: 7 days, 22:58:25, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5711, loss_cls: 3.1709, loss: 3.1709, grad_norm: 2.2173 2020-07-25 06:28:27,872 - mmaction - INFO - Epoch [40][2020/3757] lr: 9.438e-02, eta: 7 days, 22:57:48, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5625, loss_cls: 3.1962, loss: 3.1962, grad_norm: 2.2326 2020-07-25 06:28:43,687 - mmaction - INFO - Epoch [40][2040/3757] lr: 9.438e-02, eta: 7 days, 22:57:11, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5742, loss_cls: 3.1296, loss: 3.1296, grad_norm: 2.1799 2020-07-25 06:28:59,594 - mmaction - INFO - Epoch [40][2060/3757] lr: 9.438e-02, eta: 7 days, 22:56:35, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5531, loss_cls: 3.2405, loss: 3.2405, grad_norm: 2.1872 2020-07-25 06:29:15,369 - mmaction - INFO - Epoch [40][2080/3757] lr: 9.438e-02, eta: 7 days, 22:55:56, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5664, loss_cls: 3.1646, loss: 3.1646, grad_norm: 2.1891 2020-07-25 06:29:31,305 - mmaction - INFO - Epoch [40][2100/3757] lr: 9.438e-02, eta: 7 days, 22:55:21, time: 0.797, data_time: 0.005, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5594, loss_cls: 3.1931, loss: 3.1931, grad_norm: 2.1839 2020-07-25 06:29:47,169 - mmaction - INFO - Epoch [40][2120/3757] lr: 9.438e-02, eta: 7 days, 22:54:46, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5359, loss_cls: 3.3023, loss: 3.3023, grad_norm: 2.2004 2020-07-25 06:30:03,093 - mmaction - INFO - Epoch [40][2140/3757] lr: 9.438e-02, eta: 7 days, 22:54:10, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5437, loss_cls: 3.1807, loss: 3.1807, grad_norm: 2.1285 2020-07-25 06:30:18,874 - mmaction - INFO - Epoch [40][2160/3757] lr: 9.438e-02, eta: 7 days, 22:53:32, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5648, loss_cls: 3.1693, loss: 3.1693, grad_norm: 2.1847 2020-07-25 06:30:34,681 - mmaction - INFO - Epoch [40][2180/3757] lr: 9.438e-02, eta: 7 days, 22:52:55, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5609, loss_cls: 3.2538, loss: 3.2538, grad_norm: 2.2291 2020-07-25 06:30:50,480 - mmaction - INFO - Epoch [40][2200/3757] lr: 9.438e-02, eta: 7 days, 22:52:17, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5586, loss_cls: 3.1763, loss: 3.1763, grad_norm: 2.2088 2020-07-25 06:31:06,246 - mmaction - INFO - Epoch [40][2220/3757] lr: 9.438e-02, eta: 7 days, 22:51:39, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5734, loss_cls: 3.1844, loss: 3.1844, grad_norm: 2.2269 2020-07-25 06:31:22,015 - mmaction - INFO - Epoch [40][2240/3757] lr: 9.438e-02, eta: 7 days, 22:51:01, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5578, loss_cls: 3.1709, loss: 3.1709, grad_norm: 2.1964 2020-07-25 06:31:37,777 - mmaction - INFO - Epoch [40][2260/3757] lr: 9.438e-02, eta: 7 days, 22:50:23, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5555, loss_cls: 3.2712, loss: 3.2712, grad_norm: 2.1420 2020-07-25 06:31:53,595 - mmaction - INFO - Epoch [40][2280/3757] lr: 9.438e-02, eta: 7 days, 22:49:46, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5398, loss_cls: 3.2529, loss: 3.2529, grad_norm: 2.1920 2020-07-25 06:32:09,389 - mmaction - INFO - Epoch [40][2300/3757] lr: 9.438e-02, eta: 7 days, 22:49:09, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5781, loss_cls: 3.1389, loss: 3.1389, grad_norm: 2.2066 2020-07-25 06:32:25,240 - mmaction - INFO - Epoch [40][2320/3757] lr: 9.438e-02, eta: 7 days, 22:48:32, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5437, loss_cls: 3.2567, loss: 3.2567, grad_norm: 2.1319 2020-07-25 06:32:41,019 - mmaction - INFO - Epoch [40][2340/3757] lr: 9.438e-02, eta: 7 days, 22:47:54, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5469, loss_cls: 3.1964, loss: 3.1964, grad_norm: 2.1393 2020-07-25 06:32:56,840 - mmaction - INFO - Epoch [40][2360/3757] lr: 9.438e-02, eta: 7 days, 22:47:17, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5578, loss_cls: 3.2603, loss: 3.2603, grad_norm: 2.2195 2020-07-25 06:33:12,763 - mmaction - INFO - Epoch [40][2380/3757] lr: 9.438e-02, eta: 7 days, 22:46:42, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5773, loss_cls: 3.1777, loss: 3.1777, grad_norm: 2.2315 2020-07-25 06:33:28,597 - mmaction - INFO - Epoch [40][2400/3757] lr: 9.438e-02, eta: 7 days, 22:46:06, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5633, loss_cls: 3.1582, loss: 3.1582, grad_norm: 2.1510 2020-07-25 06:33:44,394 - mmaction - INFO - Epoch [40][2420/3757] lr: 9.438e-02, eta: 7 days, 22:45:28, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2859, top5_acc: 0.5391, loss_cls: 3.2723, loss: 3.2723, grad_norm: 2.2322 2020-07-25 06:34:00,212 - mmaction - INFO - Epoch [40][2440/3757] lr: 9.438e-02, eta: 7 days, 22:44:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5516, loss_cls: 3.1888, loss: 3.1888, grad_norm: 2.2184 2020-07-25 06:34:16,026 - mmaction - INFO - Epoch [40][2460/3757] lr: 9.438e-02, eta: 7 days, 22:44:14, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5781, loss_cls: 3.1839, loss: 3.1839, grad_norm: 2.2160 2020-07-25 06:34:31,810 - mmaction - INFO - Epoch [40][2480/3757] lr: 9.438e-02, eta: 7 days, 22:43:37, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5531, loss_cls: 3.1977, loss: 3.1977, grad_norm: 2.1250 2020-07-25 06:34:47,557 - mmaction - INFO - Epoch [40][2500/3757] lr: 9.438e-02, eta: 7 days, 22:42:59, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5680, loss_cls: 3.1141, loss: 3.1141, grad_norm: 2.1634 2020-07-25 06:35:03,489 - mmaction - INFO - Epoch [40][2520/3757] lr: 9.438e-02, eta: 7 days, 22:42:24, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5773, loss_cls: 3.1271, loss: 3.1271, grad_norm: 2.2121 2020-07-25 06:35:19,222 - mmaction - INFO - Epoch [40][2540/3757] lr: 9.438e-02, eta: 7 days, 22:41:45, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5563, loss_cls: 3.1558, loss: 3.1558, grad_norm: 2.1938 2020-07-25 06:35:34,980 - mmaction - INFO - Epoch [40][2560/3757] lr: 9.438e-02, eta: 7 days, 22:41:08, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5648, loss_cls: 3.1877, loss: 3.1877, grad_norm: 2.1366 2020-07-25 06:35:50,796 - mmaction - INFO - Epoch [40][2580/3757] lr: 9.438e-02, eta: 7 days, 22:40:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5367, loss_cls: 3.2574, loss: 3.2574, grad_norm: 2.1930 2020-07-25 06:36:06,607 - mmaction - INFO - Epoch [40][2600/3757] lr: 9.438e-02, eta: 7 days, 22:39:54, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5734, loss_cls: 3.1430, loss: 3.1430, grad_norm: 2.1304 2020-07-25 06:36:22,409 - mmaction - INFO - Epoch [40][2620/3757] lr: 9.438e-02, eta: 7 days, 22:39:17, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5586, loss_cls: 3.1964, loss: 3.1964, grad_norm: 2.1944 2020-07-25 06:36:38,180 - mmaction - INFO - Epoch [40][2640/3757] lr: 9.438e-02, eta: 7 days, 22:38:39, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5750, loss_cls: 3.1692, loss: 3.1692, grad_norm: 2.1594 2020-07-25 06:36:54,035 - mmaction - INFO - Epoch [40][2660/3757] lr: 9.438e-02, eta: 7 days, 22:38:03, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5555, loss_cls: 3.1357, loss: 3.1357, grad_norm: 2.2057 2020-07-25 06:37:09,880 - mmaction - INFO - Epoch [40][2680/3757] lr: 9.438e-02, eta: 7 days, 22:37:27, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5633, loss_cls: 3.1984, loss: 3.1984, grad_norm: 2.1817 2020-07-25 06:37:25,750 - mmaction - INFO - Epoch [40][2700/3757] lr: 9.438e-02, eta: 7 days, 22:36:51, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5531, loss_cls: 3.2557, loss: 3.2557, grad_norm: 2.1933 2020-07-25 06:37:41,597 - mmaction - INFO - Epoch [40][2720/3757] lr: 9.438e-02, eta: 7 days, 22:36:15, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5383, loss_cls: 3.2160, loss: 3.2160, grad_norm: 2.1527 2020-07-25 06:37:57,383 - mmaction - INFO - Epoch [40][2740/3757] lr: 9.438e-02, eta: 7 days, 22:35:38, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5914, loss_cls: 3.0862, loss: 3.0862, grad_norm: 2.1902 2020-07-25 06:38:13,233 - mmaction - INFO - Epoch [40][2760/3757] lr: 9.438e-02, eta: 7 days, 22:35:02, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5508, loss_cls: 3.2665, loss: 3.2665, grad_norm: 2.1148 2020-07-25 06:38:29,037 - mmaction - INFO - Epoch [40][2780/3757] lr: 9.438e-02, eta: 7 days, 22:34:25, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5852, loss_cls: 3.0899, loss: 3.0899, grad_norm: 2.2064 2020-07-25 06:38:44,806 - mmaction - INFO - Epoch [40][2800/3757] lr: 9.438e-02, eta: 7 days, 22:33:47, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5609, loss_cls: 3.1297, loss: 3.1297, grad_norm: 2.1354 2020-07-25 06:39:00,560 - mmaction - INFO - Epoch [40][2820/3757] lr: 9.438e-02, eta: 7 days, 22:33:10, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5836, loss_cls: 3.1055, loss: 3.1055, grad_norm: 2.1863 2020-07-25 06:39:16,472 - mmaction - INFO - Epoch [40][2840/3757] lr: 9.438e-02, eta: 7 days, 22:32:34, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5781, loss_cls: 3.0655, loss: 3.0655, grad_norm: 2.2099 2020-07-25 06:39:32,221 - mmaction - INFO - Epoch [40][2860/3757] lr: 9.438e-02, eta: 7 days, 22:31:57, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5852, loss_cls: 3.1604, loss: 3.1604, grad_norm: 2.1863 2020-07-25 06:39:48,052 - mmaction - INFO - Epoch [40][2880/3757] lr: 9.438e-02, eta: 7 days, 22:31:21, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5602, loss_cls: 3.2249, loss: 3.2249, grad_norm: 2.2086 2020-07-25 06:40:03,878 - mmaction - INFO - Epoch [40][2900/3757] lr: 9.438e-02, eta: 7 days, 22:30:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5461, loss_cls: 3.2650, loss: 3.2650, grad_norm: 2.1725 2020-07-25 06:40:19,579 - mmaction - INFO - Epoch [40][2920/3757] lr: 9.438e-02, eta: 7 days, 22:30:06, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5859, loss_cls: 3.0717, loss: 3.0717, grad_norm: 2.2083 2020-07-25 06:40:35,334 - mmaction - INFO - Epoch [40][2940/3757] lr: 9.438e-02, eta: 7 days, 22:29:28, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5906, loss_cls: 3.0427, loss: 3.0427, grad_norm: 2.2432 2020-07-25 06:40:51,157 - mmaction - INFO - Epoch [40][2960/3757] lr: 9.438e-02, eta: 7 days, 22:28:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5453, loss_cls: 3.2088, loss: 3.2088, grad_norm: 2.2273 2020-07-25 06:41:06,922 - mmaction - INFO - Epoch [40][2980/3757] lr: 9.438e-02, eta: 7 days, 22:28:14, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5563, loss_cls: 3.1614, loss: 3.1614, grad_norm: 2.1669 2020-07-25 06:41:22,694 - mmaction - INFO - Epoch [40][3000/3757] lr: 9.438e-02, eta: 7 days, 22:27:37, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5773, loss_cls: 3.1608, loss: 3.1608, grad_norm: 2.2259 2020-07-25 06:41:38,446 - mmaction - INFO - Epoch [40][3020/3757] lr: 9.438e-02, eta: 7 days, 22:27:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5469, loss_cls: 3.2728, loss: 3.2728, grad_norm: 2.2076 2020-07-25 06:41:54,302 - mmaction - INFO - Epoch [40][3040/3757] lr: 9.438e-02, eta: 7 days, 22:26:24, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5609, loss_cls: 3.1505, loss: 3.1505, grad_norm: 2.1548 2020-07-25 06:42:09,976 - mmaction - INFO - Epoch [40][3060/3757] lr: 9.438e-02, eta: 7 days, 22:25:45, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5617, loss_cls: 3.1967, loss: 3.1967, grad_norm: 2.2202 2020-07-25 06:42:25,865 - mmaction - INFO - Epoch [40][3080/3757] lr: 9.438e-02, eta: 7 days, 22:25:10, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5734, loss_cls: 3.1617, loss: 3.1617, grad_norm: 2.1609 2020-07-25 06:42:41,667 - mmaction - INFO - Epoch [40][3100/3757] lr: 9.438e-02, eta: 7 days, 22:24:33, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5406, loss_cls: 3.2576, loss: 3.2576, grad_norm: 2.1973 2020-07-25 06:42:57,439 - mmaction - INFO - Epoch [40][3120/3757] lr: 9.438e-02, eta: 7 days, 22:23:56, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5633, loss_cls: 3.1399, loss: 3.1399, grad_norm: 2.1825 2020-07-25 06:43:13,210 - mmaction - INFO - Epoch [40][3140/3757] lr: 9.438e-02, eta: 7 days, 22:23:19, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5609, loss_cls: 3.2280, loss: 3.2280, grad_norm: 2.2374 2020-07-25 06:43:28,946 - mmaction - INFO - Epoch [40][3160/3757] lr: 9.438e-02, eta: 7 days, 22:22:41, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5633, loss_cls: 3.1772, loss: 3.1772, grad_norm: 2.1773 2020-07-25 06:43:44,672 - mmaction - INFO - Epoch [40][3180/3757] lr: 9.438e-02, eta: 7 days, 22:22:03, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5523, loss_cls: 3.1946, loss: 3.1946, grad_norm: 2.2518 2020-07-25 06:44:00,549 - mmaction - INFO - Epoch [40][3200/3757] lr: 9.438e-02, eta: 7 days, 22:21:28, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5375, loss_cls: 3.2885, loss: 3.2885, grad_norm: 2.1345 2020-07-25 06:44:16,461 - mmaction - INFO - Epoch [40][3220/3757] lr: 9.438e-02, eta: 7 days, 22:20:54, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5469, loss_cls: 3.2332, loss: 3.2332, grad_norm: 2.1551 2020-07-25 06:44:32,252 - mmaction - INFO - Epoch [40][3240/3757] lr: 9.438e-02, eta: 7 days, 22:20:17, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5570, loss_cls: 3.2606, loss: 3.2606, grad_norm: 2.1462 2020-07-25 06:44:48,005 - mmaction - INFO - Epoch [40][3260/3757] lr: 9.438e-02, eta: 7 days, 22:19:40, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.1816, loss: 3.1816, grad_norm: 2.0814 2020-07-25 06:45:03,838 - mmaction - INFO - Epoch [40][3280/3757] lr: 9.438e-02, eta: 7 days, 22:19:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.2345, loss: 3.2345, grad_norm: 2.1601 2020-07-25 06:45:19,516 - mmaction - INFO - Epoch [40][3300/3757] lr: 9.438e-02, eta: 7 days, 22:18:25, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.1847, loss: 3.1847, grad_norm: 2.1908 2020-07-25 06:45:35,223 - mmaction - INFO - Epoch [40][3320/3757] lr: 9.438e-02, eta: 7 days, 22:17:47, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5516, loss_cls: 3.2629, loss: 3.2629, grad_norm: 2.2290 2020-07-25 06:45:50,959 - mmaction - INFO - Epoch [40][3340/3757] lr: 9.438e-02, eta: 7 days, 22:17:10, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5609, loss_cls: 3.1763, loss: 3.1763, grad_norm: 2.0982 2020-07-25 06:46:06,770 - mmaction - INFO - Epoch [40][3360/3757] lr: 9.438e-02, eta: 7 days, 22:16:33, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5750, loss_cls: 3.1257, loss: 3.1257, grad_norm: 2.1824 2020-07-25 06:46:22,523 - mmaction - INFO - Epoch [40][3380/3757] lr: 9.438e-02, eta: 7 days, 22:15:56, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5391, loss_cls: 3.2686, loss: 3.2686, grad_norm: 2.2341 2020-07-25 06:46:38,295 - mmaction - INFO - Epoch [40][3400/3757] lr: 9.438e-02, eta: 7 days, 22:15:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5687, loss_cls: 3.1819, loss: 3.1819, grad_norm: 2.1931 2020-07-25 06:46:54,080 - mmaction - INFO - Epoch [40][3420/3757] lr: 9.438e-02, eta: 7 days, 22:14:43, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5813, loss_cls: 3.1420, loss: 3.1420, grad_norm: 2.1031 2020-07-25 06:47:09,859 - mmaction - INFO - Epoch [40][3440/3757] lr: 9.438e-02, eta: 7 days, 22:14:05, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5703, loss_cls: 3.1823, loss: 3.1823, grad_norm: 2.1905 2020-07-25 06:47:25,602 - mmaction - INFO - Epoch [40][3460/3757] lr: 9.438e-02, eta: 7 days, 22:13:29, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5758, loss_cls: 3.1118, loss: 3.1118, grad_norm: 2.1726 2020-07-25 06:47:41,442 - mmaction - INFO - Epoch [40][3480/3757] lr: 9.438e-02, eta: 7 days, 22:12:53, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5781, loss_cls: 3.0936, loss: 3.0936, grad_norm: 2.1965 2020-07-25 06:47:57,223 - mmaction - INFO - Epoch [40][3500/3757] lr: 9.438e-02, eta: 7 days, 22:12:16, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5664, loss_cls: 3.1518, loss: 3.1518, grad_norm: 2.2322 2020-07-25 06:48:12,981 - mmaction - INFO - Epoch [40][3520/3757] lr: 9.438e-02, eta: 7 days, 22:11:39, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5383, loss_cls: 3.2957, loss: 3.2957, grad_norm: 2.2106 2020-07-25 06:48:28,722 - mmaction - INFO - Epoch [40][3540/3757] lr: 9.438e-02, eta: 7 days, 22:11:02, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5445, loss_cls: 3.2418, loss: 3.2418, grad_norm: 2.1766 2020-07-25 06:48:44,531 - mmaction - INFO - Epoch [40][3560/3757] lr: 9.438e-02, eta: 7 days, 22:10:26, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5758, loss_cls: 3.1120, loss: 3.1120, grad_norm: 2.2322 2020-07-25 06:49:00,282 - mmaction - INFO - Epoch [40][3580/3757] lr: 9.438e-02, eta: 7 days, 22:09:49, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1725, loss: 3.1725, grad_norm: 2.2214 2020-07-25 06:49:16,084 - mmaction - INFO - Epoch [40][3600/3757] lr: 9.438e-02, eta: 7 days, 22:09:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5414, loss_cls: 3.2637, loss: 3.2637, grad_norm: 2.1804 2020-07-25 06:49:31,902 - mmaction - INFO - Epoch [40][3620/3757] lr: 9.438e-02, eta: 7 days, 22:08:37, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3117, top5_acc: 0.6031, loss_cls: 3.0934, loss: 3.0934, grad_norm: 2.1788 2020-07-25 06:49:47,754 - mmaction - INFO - Epoch [40][3640/3757] lr: 9.438e-02, eta: 7 days, 22:08:02, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5687, loss_cls: 3.1940, loss: 3.1940, grad_norm: 2.1910 2020-07-25 06:50:03,583 - mmaction - INFO - Epoch [40][3660/3757] lr: 9.438e-02, eta: 7 days, 22:07:26, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5953, loss_cls: 3.0426, loss: 3.0426, grad_norm: 2.1970 2020-07-25 06:50:19,244 - mmaction - INFO - Epoch [40][3680/3757] lr: 9.438e-02, eta: 7 days, 22:06:48, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5383, loss_cls: 3.2652, loss: 3.2652, grad_norm: 2.3125 2020-07-25 06:50:35,021 - mmaction - INFO - Epoch [40][3700/3757] lr: 9.438e-02, eta: 7 days, 22:06:11, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5687, loss_cls: 3.1664, loss: 3.1664, grad_norm: 2.1905 2020-07-25 06:50:50,825 - mmaction - INFO - Epoch [40][3720/3757] lr: 9.438e-02, eta: 7 days, 22:05:35, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5492, loss_cls: 3.2103, loss: 3.2103, grad_norm: 2.1368 2020-07-25 06:51:06,606 - mmaction - INFO - Epoch [40][3740/3757] lr: 9.438e-02, eta: 7 days, 22:04:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5672, loss_cls: 3.1645, loss: 3.1645, grad_norm: 2.2244 2020-07-25 06:51:24,489 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-07-25 06:54:18,543 - mmaction - INFO - Epoch [41][20/3757] lr: 9.410e-02, eta: 7 days, 22:46:51, time: 8.628, data_time: 7.731, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5922, loss_cls: 3.1021, loss: 3.1021, grad_norm: 2.1733 2020-07-25 06:54:34,425 - mmaction - INFO - Epoch [41][40/3757] lr: 9.410e-02, eta: 7 days, 22:46:15, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5672, loss_cls: 3.1378, loss: 3.1378, grad_norm: 2.2367 2020-07-25 06:54:50,244 - mmaction - INFO - Epoch [41][60/3757] lr: 9.410e-02, eta: 7 days, 22:45:38, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5906, loss_cls: 3.0725, loss: 3.0725, grad_norm: 2.2123 2020-07-25 06:55:06,146 - mmaction - INFO - Epoch [41][80/3757] lr: 9.410e-02, eta: 7 days, 22:45:03, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.2852, top5_acc: 0.5477, loss_cls: 3.2344, loss: 3.2344, grad_norm: 2.2197 2020-07-25 06:55:22,761 - mmaction - INFO - Epoch [41][100/3757] lr: 9.410e-02, eta: 7 days, 22:44:41, time: 0.831, data_time: 0.046, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5953, loss_cls: 3.1003, loss: 3.1003, grad_norm: 2.1586 2020-07-25 06:55:38,581 - mmaction - INFO - Epoch [41][120/3757] lr: 9.410e-02, eta: 7 days, 22:44:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5797, loss_cls: 3.0922, loss: 3.0922, grad_norm: 2.2337 2020-07-25 06:55:54,372 - mmaction - INFO - Epoch [41][140/3757] lr: 9.410e-02, eta: 7 days, 22:43:26, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5781, loss_cls: 3.0511, loss: 3.0511, grad_norm: 2.1926 2020-07-25 06:56:10,205 - mmaction - INFO - Epoch [41][160/3757] lr: 9.410e-02, eta: 7 days, 22:42:50, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5703, loss_cls: 3.1659, loss: 3.1659, grad_norm: 2.2666 2020-07-25 06:56:26,067 - mmaction - INFO - Epoch [41][180/3757] lr: 9.410e-02, eta: 7 days, 22:42:14, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5953, loss_cls: 3.0576, loss: 3.0576, grad_norm: 2.1886 2020-07-25 06:56:41,912 - mmaction - INFO - Epoch [41][200/3757] lr: 9.410e-02, eta: 7 days, 22:41:38, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5484, loss_cls: 3.1899, loss: 3.1899, grad_norm: 2.2512 2020-07-25 06:56:57,734 - mmaction - INFO - Epoch [41][220/3757] lr: 9.410e-02, eta: 7 days, 22:41:01, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5625, loss_cls: 3.1372, loss: 3.1372, grad_norm: 2.2471 2020-07-25 06:57:13,424 - mmaction - INFO - Epoch [41][240/3757] lr: 9.410e-02, eta: 7 days, 22:40:22, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5953, loss_cls: 3.0380, loss: 3.0380, grad_norm: 2.2556 2020-07-25 06:57:29,173 - mmaction - INFO - Epoch [41][260/3757] lr: 9.410e-02, eta: 7 days, 22:39:44, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5594, loss_cls: 3.1822, loss: 3.1822, grad_norm: 2.1944 2020-07-25 06:57:44,964 - mmaction - INFO - Epoch [41][280/3757] lr: 9.410e-02, eta: 7 days, 22:39:07, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5531, loss_cls: 3.2129, loss: 3.2129, grad_norm: 2.1469 2020-07-25 06:58:00,797 - mmaction - INFO - Epoch [41][300/3757] lr: 9.410e-02, eta: 7 days, 22:38:30, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5867, loss_cls: 3.0250, loss: 3.0250, grad_norm: 2.1923 2020-07-25 06:58:16,672 - mmaction - INFO - Epoch [41][320/3757] lr: 9.410e-02, eta: 7 days, 22:37:55, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5727, loss_cls: 3.1505, loss: 3.1505, grad_norm: 2.2121 2020-07-25 06:58:32,524 - mmaction - INFO - Epoch [41][340/3757] lr: 9.410e-02, eta: 7 days, 22:37:19, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.2470, loss: 3.2470, grad_norm: 2.1739 2020-07-25 06:58:48,342 - mmaction - INFO - Epoch [41][360/3757] lr: 9.410e-02, eta: 7 days, 22:36:42, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5938, loss_cls: 3.0522, loss: 3.0522, grad_norm: 2.1649 2020-07-25 06:59:04,190 - mmaction - INFO - Epoch [41][380/3757] lr: 9.410e-02, eta: 7 days, 22:36:06, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5539, loss_cls: 3.1808, loss: 3.1808, grad_norm: 2.2326 2020-07-25 06:59:19,952 - mmaction - INFO - Epoch [41][400/3757] lr: 9.410e-02, eta: 7 days, 22:35:29, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5656, loss_cls: 3.1493, loss: 3.1493, grad_norm: 2.1375 2020-07-25 06:59:35,746 - mmaction - INFO - Epoch [41][420/3757] lr: 9.410e-02, eta: 7 days, 22:34:52, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5727, loss_cls: 3.1426, loss: 3.1426, grad_norm: 2.1976 2020-07-25 06:59:51,617 - mmaction - INFO - Epoch [41][440/3757] lr: 9.410e-02, eta: 7 days, 22:34:16, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5453, loss_cls: 3.1321, loss: 3.1321, grad_norm: 2.2064 2020-07-25 07:00:12,479 - mmaction - INFO - Epoch [41][460/3757] lr: 9.410e-02, eta: 7 days, 22:35:08, time: 1.038, data_time: 0.005, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5539, loss_cls: 3.1693, loss: 3.1693, grad_norm: 2.1422 2020-07-25 07:00:28,369 - mmaction - INFO - Epoch [41][480/3757] lr: 9.410e-02, eta: 7 days, 22:34:34, time: 0.799, data_time: 0.009, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5922, loss_cls: 3.0799, loss: 3.0799, grad_norm: 2.1866 2020-07-25 07:00:44,178 - mmaction - INFO - Epoch [41][500/3757] lr: 9.410e-02, eta: 7 days, 22:33:58, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5492, loss_cls: 3.2150, loss: 3.2150, grad_norm: 2.1642 2020-07-25 07:00:59,981 - mmaction - INFO - Epoch [41][520/3757] lr: 9.410e-02, eta: 7 days, 22:33:21, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5773, loss_cls: 3.0716, loss: 3.0716, grad_norm: 2.2220 2020-07-25 07:01:15,846 - mmaction - INFO - Epoch [41][540/3757] lr: 9.410e-02, eta: 7 days, 22:32:45, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5633, loss_cls: 3.1616, loss: 3.1616, grad_norm: 2.2872 2020-07-25 07:01:31,711 - mmaction - INFO - Epoch [41][560/3757] lr: 9.410e-02, eta: 7 days, 22:32:10, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5461, loss_cls: 3.2736, loss: 3.2736, grad_norm: 2.2054 2020-07-25 07:01:47,527 - mmaction - INFO - Epoch [41][580/3757] lr: 9.410e-02, eta: 7 days, 22:31:33, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5742, loss_cls: 3.1214, loss: 3.1214, grad_norm: 2.1548 2020-07-25 07:02:03,300 - mmaction - INFO - Epoch [41][600/3757] lr: 9.410e-02, eta: 7 days, 22:30:56, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5695, loss_cls: 3.2152, loss: 3.2152, grad_norm: 2.1583 2020-07-25 07:02:19,100 - mmaction - INFO - Epoch [41][620/3757] lr: 9.410e-02, eta: 7 days, 22:30:19, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5906, loss_cls: 3.0386, loss: 3.0386, grad_norm: 2.1961 2020-07-25 07:02:34,949 - mmaction - INFO - Epoch [41][640/3757] lr: 9.410e-02, eta: 7 days, 22:29:43, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5547, loss_cls: 3.2158, loss: 3.2158, grad_norm: 2.2116 2020-07-25 07:02:50,805 - mmaction - INFO - Epoch [41][660/3757] lr: 9.410e-02, eta: 7 days, 22:29:08, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.2044, loss: 3.2044, grad_norm: 2.1560 2020-07-25 07:03:06,589 - mmaction - INFO - Epoch [41][680/3757] lr: 9.410e-02, eta: 7 days, 22:28:31, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5859, loss_cls: 3.0504, loss: 3.0504, grad_norm: 2.1854 2020-07-25 07:03:22,378 - mmaction - INFO - Epoch [41][700/3757] lr: 9.410e-02, eta: 7 days, 22:27:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5586, loss_cls: 3.2156, loss: 3.2156, grad_norm: 2.2422 2020-07-25 07:03:38,201 - mmaction - INFO - Epoch [41][720/3757] lr: 9.410e-02, eta: 7 days, 22:27:17, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5773, loss_cls: 3.1258, loss: 3.1258, grad_norm: 2.2250 2020-07-25 07:03:53,978 - mmaction - INFO - Epoch [41][740/3757] lr: 9.410e-02, eta: 7 days, 22:26:41, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5727, loss_cls: 3.1321, loss: 3.1321, grad_norm: 2.2177 2020-07-25 07:04:09,890 - mmaction - INFO - Epoch [41][760/3757] lr: 9.410e-02, eta: 7 days, 22:26:06, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5617, loss_cls: 3.2141, loss: 3.2141, grad_norm: 2.2698 2020-07-25 07:04:25,675 - mmaction - INFO - Epoch [41][780/3757] lr: 9.410e-02, eta: 7 days, 22:25:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5477, loss_cls: 3.2071, loss: 3.2071, grad_norm: 2.2806 2020-07-25 07:04:41,413 - mmaction - INFO - Epoch [41][800/3757] lr: 9.410e-02, eta: 7 days, 22:24:52, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5859, loss_cls: 3.1188, loss: 3.1188, grad_norm: 2.1654 2020-07-25 07:04:57,210 - mmaction - INFO - Epoch [41][820/3757] lr: 9.410e-02, eta: 7 days, 22:24:15, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5461, loss_cls: 3.2635, loss: 3.2635, grad_norm: 2.1969 2020-07-25 07:05:13,004 - mmaction - INFO - Epoch [41][840/3757] lr: 9.410e-02, eta: 7 days, 22:23:39, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5430, loss_cls: 3.2271, loss: 3.2271, grad_norm: 2.1930 2020-07-25 07:05:28,798 - mmaction - INFO - Epoch [41][860/3757] lr: 9.410e-02, eta: 7 days, 22:23:02, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5867, loss_cls: 3.0902, loss: 3.0902, grad_norm: 2.1304 2020-07-25 07:05:44,562 - mmaction - INFO - Epoch [41][880/3757] lr: 9.410e-02, eta: 7 days, 22:22:25, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5766, loss_cls: 3.1179, loss: 3.1179, grad_norm: 2.1097 2020-07-25 07:06:00,327 - mmaction - INFO - Epoch [41][900/3757] lr: 9.410e-02, eta: 7 days, 22:21:48, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5523, loss_cls: 3.1327, loss: 3.1327, grad_norm: 2.1604 2020-07-25 07:06:16,137 - mmaction - INFO - Epoch [41][920/3757] lr: 9.410e-02, eta: 7 days, 22:21:11, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5602, loss_cls: 3.1710, loss: 3.1710, grad_norm: 2.1409 2020-07-25 07:06:31,909 - mmaction - INFO - Epoch [41][940/3757] lr: 9.410e-02, eta: 7 days, 22:20:34, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5586, loss_cls: 3.2099, loss: 3.2099, grad_norm: 2.1988 2020-07-25 07:06:47,784 - mmaction - INFO - Epoch [41][960/3757] lr: 9.410e-02, eta: 7 days, 22:19:59, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5641, loss_cls: 3.2202, loss: 3.2202, grad_norm: 2.1476 2020-07-25 07:07:03,525 - mmaction - INFO - Epoch [41][980/3757] lr: 9.410e-02, eta: 7 days, 22:19:22, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5680, loss_cls: 3.1670, loss: 3.1670, grad_norm: 2.1370 2020-07-25 07:07:19,284 - mmaction - INFO - Epoch [41][1000/3757] lr: 9.410e-02, eta: 7 days, 22:18:45, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5867, loss_cls: 3.0890, loss: 3.0890, grad_norm: 2.2287 2020-07-25 07:07:35,088 - mmaction - INFO - Epoch [41][1020/3757] lr: 9.410e-02, eta: 7 days, 22:18:09, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5805, loss_cls: 3.0736, loss: 3.0736, grad_norm: 2.2572 2020-07-25 07:07:50,843 - mmaction - INFO - Epoch [41][1040/3757] lr: 9.410e-02, eta: 7 days, 22:17:32, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5648, loss_cls: 3.2244, loss: 3.2244, grad_norm: 2.2591 2020-07-25 07:08:06,585 - mmaction - INFO - Epoch [41][1060/3757] lr: 9.410e-02, eta: 7 days, 22:16:54, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5852, loss_cls: 3.1368, loss: 3.1368, grad_norm: 2.2213 2020-07-25 07:08:22,400 - mmaction - INFO - Epoch [41][1080/3757] lr: 9.410e-02, eta: 7 days, 22:16:18, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5664, loss_cls: 3.1032, loss: 3.1032, grad_norm: 2.2234 2020-07-25 07:08:38,175 - mmaction - INFO - Epoch [41][1100/3757] lr: 9.410e-02, eta: 7 days, 22:15:41, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5477, loss_cls: 3.2263, loss: 3.2263, grad_norm: 2.2175 2020-07-25 07:08:53,920 - mmaction - INFO - Epoch [41][1120/3757] lr: 9.410e-02, eta: 7 days, 22:15:04, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5594, loss_cls: 3.2036, loss: 3.2036, grad_norm: 2.2167 2020-07-25 07:09:09,709 - mmaction - INFO - Epoch [41][1140/3757] lr: 9.410e-02, eta: 7 days, 22:14:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5828, loss_cls: 3.0881, loss: 3.0881, grad_norm: 2.2728 2020-07-25 07:09:25,577 - mmaction - INFO - Epoch [41][1160/3757] lr: 9.410e-02, eta: 7 days, 22:13:53, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5687, loss_cls: 3.1547, loss: 3.1547, grad_norm: 2.1732 2020-07-25 07:09:41,470 - mmaction - INFO - Epoch [41][1180/3757] lr: 9.410e-02, eta: 7 days, 22:13:18, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5484, loss_cls: 3.1955, loss: 3.1955, grad_norm: 2.2128 2020-07-25 07:09:57,244 - mmaction - INFO - Epoch [41][1200/3757] lr: 9.410e-02, eta: 7 days, 22:12:42, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5742, loss_cls: 3.0985, loss: 3.0985, grad_norm: 2.2433 2020-07-25 07:10:13,105 - mmaction - INFO - Epoch [41][1220/3757] lr: 9.410e-02, eta: 7 days, 22:12:06, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5727, loss_cls: 3.1571, loss: 3.1571, grad_norm: 2.2486 2020-07-25 07:10:29,000 - mmaction - INFO - Epoch [41][1240/3757] lr: 9.410e-02, eta: 7 days, 22:11:32, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.2852, top5_acc: 0.5477, loss_cls: 3.3021, loss: 3.3021, grad_norm: 2.1721 2020-07-25 07:10:45,116 - mmaction - INFO - Epoch [41][1260/3757] lr: 9.410e-02, eta: 7 days, 22:11:01, time: 0.806, data_time: 0.017, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5516, loss_cls: 3.2339, loss: 3.2339, grad_norm: 2.1378 2020-07-25 07:11:00,930 - mmaction - INFO - Epoch [41][1280/3757] lr: 9.410e-02, eta: 7 days, 22:10:25, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5594, loss_cls: 3.1579, loss: 3.1579, grad_norm: 2.2185 2020-07-25 07:11:16,692 - mmaction - INFO - Epoch [41][1300/3757] lr: 9.410e-02, eta: 7 days, 22:09:49, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5594, loss_cls: 3.1307, loss: 3.1307, grad_norm: 2.1386 2020-07-25 07:11:32,474 - mmaction - INFO - Epoch [41][1320/3757] lr: 9.410e-02, eta: 7 days, 22:09:12, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5727, loss_cls: 3.1226, loss: 3.1226, grad_norm: 2.1996 2020-07-25 07:11:48,282 - mmaction - INFO - Epoch [41][1340/3757] lr: 9.410e-02, eta: 7 days, 22:08:36, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5742, loss_cls: 3.0865, loss: 3.0865, grad_norm: 2.1723 2020-07-25 07:12:04,113 - mmaction - INFO - Epoch [41][1360/3757] lr: 9.410e-02, eta: 7 days, 22:08:01, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5773, loss_cls: 3.1191, loss: 3.1191, grad_norm: 2.1766 2020-07-25 07:12:19,905 - mmaction - INFO - Epoch [41][1380/3757] lr: 9.410e-02, eta: 7 days, 22:07:25, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5508, loss_cls: 3.2558, loss: 3.2558, grad_norm: 2.2258 2020-07-25 07:12:35,688 - mmaction - INFO - Epoch [41][1400/3757] lr: 9.410e-02, eta: 7 days, 22:06:48, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5930, loss_cls: 3.0305, loss: 3.0305, grad_norm: 2.1940 2020-07-25 07:12:51,518 - mmaction - INFO - Epoch [41][1420/3757] lr: 9.410e-02, eta: 7 days, 22:06:13, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5445, loss_cls: 3.2270, loss: 3.2270, grad_norm: 2.2761 2020-07-25 07:13:07,283 - mmaction - INFO - Epoch [41][1440/3757] lr: 9.410e-02, eta: 7 days, 22:05:36, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5437, loss_cls: 3.2416, loss: 3.2416, grad_norm: 2.2128 2020-07-25 07:13:23,090 - mmaction - INFO - Epoch [41][1460/3757] lr: 9.410e-02, eta: 7 days, 22:05:00, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5742, loss_cls: 3.1724, loss: 3.1724, grad_norm: 2.2263 2020-07-25 07:13:38,873 - mmaction - INFO - Epoch [41][1480/3757] lr: 9.410e-02, eta: 7 days, 22:04:24, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5687, loss_cls: 3.1468, loss: 3.1468, grad_norm: 2.2106 2020-07-25 07:13:54,689 - mmaction - INFO - Epoch [41][1500/3757] lr: 9.410e-02, eta: 7 days, 22:03:48, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5695, loss_cls: 3.1825, loss: 3.1825, grad_norm: 2.1909 2020-07-25 07:14:10,484 - mmaction - INFO - Epoch [41][1520/3757] lr: 9.410e-02, eta: 7 days, 22:03:12, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5508, loss_cls: 3.2098, loss: 3.2098, grad_norm: 2.2662 2020-07-25 07:14:26,265 - mmaction - INFO - Epoch [41][1540/3757] lr: 9.410e-02, eta: 7 days, 22:02:36, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5820, loss_cls: 3.0957, loss: 3.0957, grad_norm: 2.1682 2020-07-25 07:14:42,033 - mmaction - INFO - Epoch [41][1560/3757] lr: 9.410e-02, eta: 7 days, 22:02:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5719, loss_cls: 3.1196, loss: 3.1196, grad_norm: 2.2219 2020-07-25 07:14:57,852 - mmaction - INFO - Epoch [41][1580/3757] lr: 9.410e-02, eta: 7 days, 22:01:24, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5484, loss_cls: 3.2376, loss: 3.2376, grad_norm: 2.2596 2020-07-25 07:15:13,695 - mmaction - INFO - Epoch [41][1600/3757] lr: 9.410e-02, eta: 7 days, 22:00:49, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5609, loss_cls: 3.2592, loss: 3.2592, grad_norm: 2.2320 2020-07-25 07:15:29,504 - mmaction - INFO - Epoch [41][1620/3757] lr: 9.410e-02, eta: 7 days, 22:00:14, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5539, loss_cls: 3.2366, loss: 3.2366, grad_norm: 2.1513 2020-07-25 07:15:45,300 - mmaction - INFO - Epoch [41][1640/3757] lr: 9.410e-02, eta: 7 days, 21:59:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5633, loss_cls: 3.2142, loss: 3.2142, grad_norm: 2.2023 2020-07-25 07:16:01,088 - mmaction - INFO - Epoch [41][1660/3757] lr: 9.410e-02, eta: 7 days, 21:59:02, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5734, loss_cls: 3.1004, loss: 3.1004, grad_norm: 2.1631 2020-07-25 07:16:16,910 - mmaction - INFO - Epoch [41][1680/3757] lr: 9.410e-02, eta: 7 days, 21:58:26, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5680, loss_cls: 3.1531, loss: 3.1531, grad_norm: 2.2175 2020-07-25 07:16:32,737 - mmaction - INFO - Epoch [41][1700/3757] lr: 9.410e-02, eta: 7 days, 21:57:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5805, loss_cls: 3.0728, loss: 3.0728, grad_norm: 2.1719 2020-07-25 07:16:48,555 - mmaction - INFO - Epoch [41][1720/3757] lr: 9.410e-02, eta: 7 days, 21:57:15, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5820, loss_cls: 3.0805, loss: 3.0805, grad_norm: 2.2074 2020-07-25 07:17:04,351 - mmaction - INFO - Epoch [41][1740/3757] lr: 9.410e-02, eta: 7 days, 21:56:39, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5828, loss_cls: 3.0952, loss: 3.0952, grad_norm: 2.2229 2020-07-25 07:17:20,237 - mmaction - INFO - Epoch [41][1760/3757] lr: 9.410e-02, eta: 7 days, 21:56:05, time: 0.795, data_time: 0.013, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5547, loss_cls: 3.2704, loss: 3.2704, grad_norm: 2.2248 2020-07-25 07:17:36,137 - mmaction - INFO - Epoch [41][1780/3757] lr: 9.410e-02, eta: 7 days, 21:55:31, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.2828, top5_acc: 0.5352, loss_cls: 3.3226, loss: 3.3226, grad_norm: 2.1695 2020-07-25 07:17:51,919 - mmaction - INFO - Epoch [41][1800/3757] lr: 9.410e-02, eta: 7 days, 21:54:55, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5687, loss_cls: 3.1335, loss: 3.1335, grad_norm: 2.1367 2020-07-25 07:18:07,735 - mmaction - INFO - Epoch [41][1820/3757] lr: 9.410e-02, eta: 7 days, 21:54:20, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5656, loss_cls: 3.1433, loss: 3.1433, grad_norm: 2.1919 2020-07-25 07:18:23,553 - mmaction - INFO - Epoch [41][1840/3757] lr: 9.410e-02, eta: 7 days, 21:53:45, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5594, loss_cls: 3.2220, loss: 3.2220, grad_norm: 2.2030 2020-07-25 07:18:39,317 - mmaction - INFO - Epoch [41][1860/3757] lr: 9.410e-02, eta: 7 days, 21:53:09, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5813, loss_cls: 3.0777, loss: 3.0777, grad_norm: 2.2096 2020-07-25 07:18:55,201 - mmaction - INFO - Epoch [41][1880/3757] lr: 9.410e-02, eta: 7 days, 21:52:34, time: 0.794, data_time: 0.010, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5547, loss_cls: 3.2108, loss: 3.2108, grad_norm: 2.2211 2020-07-25 07:19:11,007 - mmaction - INFO - Epoch [41][1900/3757] lr: 9.410e-02, eta: 7 days, 21:51:58, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5312, loss_cls: 3.3129, loss: 3.3129, grad_norm: 2.2735 2020-07-25 07:19:26,783 - mmaction - INFO - Epoch [41][1920/3757] lr: 9.410e-02, eta: 7 days, 21:51:23, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5703, loss_cls: 3.1017, loss: 3.1017, grad_norm: 2.1861 2020-07-25 07:19:42,600 - mmaction - INFO - Epoch [41][1940/3757] lr: 9.410e-02, eta: 7 days, 21:50:48, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5570, loss_cls: 3.1991, loss: 3.1991, grad_norm: 2.2148 2020-07-25 07:19:58,355 - mmaction - INFO - Epoch [41][1960/3757] lr: 9.410e-02, eta: 7 days, 21:50:11, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5641, loss_cls: 3.1329, loss: 3.1329, grad_norm: 2.1447 2020-07-25 07:20:14,166 - mmaction - INFO - Epoch [41][1980/3757] lr: 9.410e-02, eta: 7 days, 21:49:36, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5578, loss_cls: 3.1290, loss: 3.1290, grad_norm: 2.1851 2020-07-25 07:20:29,934 - mmaction - INFO - Epoch [41][2000/3757] lr: 9.410e-02, eta: 7 days, 21:49:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5758, loss_cls: 3.1494, loss: 3.1494, grad_norm: 2.1813 2020-07-25 07:20:45,717 - mmaction - INFO - Epoch [41][2020/3757] lr: 9.410e-02, eta: 7 days, 21:48:24, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5570, loss_cls: 3.2238, loss: 3.2238, grad_norm: 2.1826 2020-07-25 07:21:01,452 - mmaction - INFO - Epoch [41][2040/3757] lr: 9.410e-02, eta: 7 days, 21:47:48, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5711, loss_cls: 3.1659, loss: 3.1659, grad_norm: 2.2611 2020-07-25 07:21:17,227 - mmaction - INFO - Epoch [41][2060/3757] lr: 9.410e-02, eta: 7 days, 21:47:12, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5641, loss_cls: 3.1444, loss: 3.1444, grad_norm: 2.2604 2020-07-25 07:21:32,979 - mmaction - INFO - Epoch [41][2080/3757] lr: 9.410e-02, eta: 7 days, 21:46:35, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5875, loss_cls: 3.1111, loss: 3.1111, grad_norm: 2.1522 2020-07-25 07:21:48,832 - mmaction - INFO - Epoch [41][2100/3757] lr: 9.410e-02, eta: 7 days, 21:46:01, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5437, loss_cls: 3.2603, loss: 3.2603, grad_norm: 2.1640 2020-07-25 07:22:04,604 - mmaction - INFO - Epoch [41][2120/3757] lr: 9.410e-02, eta: 7 days, 21:45:25, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5516, loss_cls: 3.1924, loss: 3.1924, grad_norm: 2.1805 2020-07-25 07:22:20,334 - mmaction - INFO - Epoch [41][2140/3757] lr: 9.410e-02, eta: 7 days, 21:44:48, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.0988, loss: 3.0988, grad_norm: 2.2101 2020-07-25 07:22:36,088 - mmaction - INFO - Epoch [41][2160/3757] lr: 9.410e-02, eta: 7 days, 21:44:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5531, loss_cls: 3.2316, loss: 3.2316, grad_norm: 2.2706 2020-07-25 07:22:51,914 - mmaction - INFO - Epoch [41][2180/3757] lr: 9.410e-02, eta: 7 days, 21:43:37, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5742, loss_cls: 3.0970, loss: 3.0970, grad_norm: 2.2139 2020-07-25 07:23:07,703 - mmaction - INFO - Epoch [41][2200/3757] lr: 9.410e-02, eta: 7 days, 21:43:02, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5477, loss_cls: 3.2821, loss: 3.2821, grad_norm: 2.2312 2020-07-25 07:23:23,535 - mmaction - INFO - Epoch [41][2220/3757] lr: 9.410e-02, eta: 7 days, 21:42:27, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5367, loss_cls: 3.2675, loss: 3.2675, grad_norm: 2.1392 2020-07-25 07:23:39,332 - mmaction - INFO - Epoch [41][2240/3757] lr: 9.410e-02, eta: 7 days, 21:41:52, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5773, loss_cls: 3.1286, loss: 3.1286, grad_norm: 2.1832 2020-07-25 07:23:55,111 - mmaction - INFO - Epoch [41][2260/3757] lr: 9.410e-02, eta: 7 days, 21:41:16, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5422, loss_cls: 3.3063, loss: 3.3063, grad_norm: 2.2351 2020-07-25 07:24:10,900 - mmaction - INFO - Epoch [41][2280/3757] lr: 9.410e-02, eta: 7 days, 21:40:41, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5563, loss_cls: 3.2035, loss: 3.2035, grad_norm: 2.1626 2020-07-25 07:24:26,725 - mmaction - INFO - Epoch [41][2300/3757] lr: 9.410e-02, eta: 7 days, 21:40:06, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5766, loss_cls: 3.1238, loss: 3.1238, grad_norm: 2.1797 2020-07-25 07:24:42,540 - mmaction - INFO - Epoch [41][2320/3757] lr: 9.410e-02, eta: 7 days, 21:39:30, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5750, loss_cls: 3.0808, loss: 3.0808, grad_norm: 2.1514 2020-07-25 07:24:58,350 - mmaction - INFO - Epoch [41][2340/3757] lr: 9.410e-02, eta: 7 days, 21:38:56, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5859, loss_cls: 3.0571, loss: 3.0571, grad_norm: 2.2012 2020-07-25 07:25:14,180 - mmaction - INFO - Epoch [41][2360/3757] lr: 9.410e-02, eta: 7 days, 21:38:21, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5648, loss_cls: 3.1927, loss: 3.1927, grad_norm: 2.2557 2020-07-25 07:25:29,960 - mmaction - INFO - Epoch [41][2380/3757] lr: 9.410e-02, eta: 7 days, 21:37:45, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5719, loss_cls: 3.1435, loss: 3.1435, grad_norm: 2.1613 2020-07-25 07:25:45,770 - mmaction - INFO - Epoch [41][2400/3757] lr: 9.410e-02, eta: 7 days, 21:37:10, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5734, loss_cls: 3.1152, loss: 3.1152, grad_norm: 2.2300 2020-07-25 07:26:01,581 - mmaction - INFO - Epoch [41][2420/3757] lr: 9.410e-02, eta: 7 days, 21:36:35, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5641, loss_cls: 3.0591, loss: 3.0591, grad_norm: 2.1820 2020-07-25 07:26:17,378 - mmaction - INFO - Epoch [41][2440/3757] lr: 9.410e-02, eta: 7 days, 21:36:00, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5344, loss_cls: 3.3040, loss: 3.3040, grad_norm: 2.2356 2020-07-25 07:26:33,141 - mmaction - INFO - Epoch [41][2460/3757] lr: 9.410e-02, eta: 7 days, 21:35:24, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5578, loss_cls: 3.1682, loss: 3.1682, grad_norm: 2.1488 2020-07-25 07:26:48,953 - mmaction - INFO - Epoch [41][2480/3757] lr: 9.410e-02, eta: 7 days, 21:34:50, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6023, loss_cls: 3.0773, loss: 3.0773, grad_norm: 2.1615 2020-07-25 07:27:04,790 - mmaction - INFO - Epoch [41][2500/3757] lr: 9.410e-02, eta: 7 days, 21:34:15, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5672, loss_cls: 3.1593, loss: 3.1593, grad_norm: 2.2044 2020-07-25 07:27:20,677 - mmaction - INFO - Epoch [41][2520/3757] lr: 9.410e-02, eta: 7 days, 21:33:41, time: 0.793, data_time: 0.006, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5625, loss_cls: 3.1460, loss: 3.1460, grad_norm: 2.1594 2020-07-25 07:27:36,424 - mmaction - INFO - Epoch [41][2540/3757] lr: 9.410e-02, eta: 7 days, 21:33:05, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5625, loss_cls: 3.1540, loss: 3.1540, grad_norm: 2.1772 2020-07-25 07:27:52,207 - mmaction - INFO - Epoch [41][2560/3757] lr: 9.410e-02, eta: 7 days, 21:32:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5539, loss_cls: 3.1815, loss: 3.1815, grad_norm: 2.2488 2020-07-25 07:28:07,993 - mmaction - INFO - Epoch [41][2580/3757] lr: 9.410e-02, eta: 7 days, 21:31:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5602, loss_cls: 3.2663, loss: 3.2663, grad_norm: 2.1820 2020-07-25 07:28:23,821 - mmaction - INFO - Epoch [41][2600/3757] lr: 9.410e-02, eta: 7 days, 21:31:20, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5484, loss_cls: 3.2551, loss: 3.2551, grad_norm: 2.2015 2020-07-25 07:28:39,633 - mmaction - INFO - Epoch [41][2620/3757] lr: 9.410e-02, eta: 7 days, 21:30:45, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.1853, loss: 3.1853, grad_norm: 2.1863 2020-07-25 07:28:55,556 - mmaction - INFO - Epoch [41][2640/3757] lr: 9.410e-02, eta: 7 days, 21:30:13, time: 0.797, data_time: 0.010, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5695, loss_cls: 3.0981, loss: 3.0981, grad_norm: 2.1917 2020-07-25 07:29:11,300 - mmaction - INFO - Epoch [41][2660/3757] lr: 9.410e-02, eta: 7 days, 21:29:37, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5555, loss_cls: 3.2294, loss: 3.2294, grad_norm: 2.2285 2020-07-25 07:29:27,164 - mmaction - INFO - Epoch [41][2680/3757] lr: 9.410e-02, eta: 7 days, 21:29:03, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5883, loss_cls: 3.0998, loss: 3.0998, grad_norm: 2.2044 2020-07-25 07:29:42,961 - mmaction - INFO - Epoch [41][2700/3757] lr: 9.410e-02, eta: 7 days, 21:28:28, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5305, loss_cls: 3.3120, loss: 3.3120, grad_norm: 2.1812 2020-07-25 07:29:58,725 - mmaction - INFO - Epoch [41][2720/3757] lr: 9.410e-02, eta: 7 days, 21:27:52, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5680, loss_cls: 3.1465, loss: 3.1465, grad_norm: 2.1413 2020-07-25 07:30:14,496 - mmaction - INFO - Epoch [41][2740/3757] lr: 9.410e-02, eta: 7 days, 21:27:17, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5789, loss_cls: 3.0833, loss: 3.0833, grad_norm: 2.1328 2020-07-25 07:30:30,300 - mmaction - INFO - Epoch [41][2760/3757] lr: 9.410e-02, eta: 7 days, 21:26:42, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5555, loss_cls: 3.1979, loss: 3.1979, grad_norm: 2.1734 2020-07-25 07:30:46,121 - mmaction - INFO - Epoch [41][2780/3757] lr: 9.410e-02, eta: 7 days, 21:26:08, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.1634, loss: 3.1634, grad_norm: 2.1846 2020-07-25 07:31:01,898 - mmaction - INFO - Epoch [41][2800/3757] lr: 9.410e-02, eta: 7 days, 21:25:32, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5516, loss_cls: 3.1983, loss: 3.1983, grad_norm: 2.2190 2020-07-25 07:31:17,716 - mmaction - INFO - Epoch [41][2820/3757] lr: 9.410e-02, eta: 7 days, 21:24:58, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5664, loss_cls: 3.2163, loss: 3.2163, grad_norm: 2.1743 2020-07-25 07:31:33,626 - mmaction - INFO - Epoch [41][2840/3757] lr: 9.410e-02, eta: 7 days, 21:24:25, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5727, loss_cls: 3.1060, loss: 3.1060, grad_norm: 2.2237 2020-07-25 07:31:49,427 - mmaction - INFO - Epoch [41][2860/3757] lr: 9.410e-02, eta: 7 days, 21:23:50, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5570, loss_cls: 3.1657, loss: 3.1657, grad_norm: 2.2190 2020-07-25 07:32:05,148 - mmaction - INFO - Epoch [41][2880/3757] lr: 9.410e-02, eta: 7 days, 21:23:14, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5531, loss_cls: 3.1774, loss: 3.1774, grad_norm: 2.1487 2020-07-25 07:32:20,905 - mmaction - INFO - Epoch [41][2900/3757] lr: 9.410e-02, eta: 7 days, 21:22:38, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5883, loss_cls: 3.0899, loss: 3.0899, grad_norm: 2.1916 2020-07-25 07:32:36,691 - mmaction - INFO - Epoch [41][2920/3757] lr: 9.410e-02, eta: 7 days, 21:22:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5719, loss_cls: 3.1642, loss: 3.1642, grad_norm: 2.2012 2020-07-25 07:32:52,488 - mmaction - INFO - Epoch [41][2940/3757] lr: 9.410e-02, eta: 7 days, 21:21:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2852, top5_acc: 0.5383, loss_cls: 3.2591, loss: 3.2591, grad_norm: 2.2287 2020-07-25 07:33:08,302 - mmaction - INFO - Epoch [41][2960/3757] lr: 9.410e-02, eta: 7 days, 21:20:54, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5625, loss_cls: 3.2135, loss: 3.2135, grad_norm: 2.1372 2020-07-25 07:33:24,074 - mmaction - INFO - Epoch [41][2980/3757] lr: 9.410e-02, eta: 7 days, 21:20:19, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.2859, top5_acc: 0.5477, loss_cls: 3.2309, loss: 3.2309, grad_norm: 2.2376 2020-07-25 07:33:39,906 - mmaction - INFO - Epoch [41][3000/3757] lr: 9.410e-02, eta: 7 days, 21:19:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5586, loss_cls: 3.1584, loss: 3.1584, grad_norm: 2.1803 2020-07-25 07:33:55,674 - mmaction - INFO - Epoch [41][3020/3757] lr: 9.410e-02, eta: 7 days, 21:19:09, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5625, loss_cls: 3.2420, loss: 3.2420, grad_norm: 2.2096 2020-07-25 07:34:11,429 - mmaction - INFO - Epoch [41][3040/3757] lr: 9.410e-02, eta: 7 days, 21:18:34, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 3.2791, loss: 3.2791, grad_norm: 2.1830 2020-07-25 07:34:27,245 - mmaction - INFO - Epoch [41][3060/3757] lr: 9.410e-02, eta: 7 days, 21:18:00, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5734, loss_cls: 3.1328, loss: 3.1328, grad_norm: 2.1792 2020-07-25 07:34:43,058 - mmaction - INFO - Epoch [41][3080/3757] lr: 9.410e-02, eta: 7 days, 21:17:25, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 3.1977, loss: 3.1977, grad_norm: 2.1374 2020-07-25 07:34:58,891 - mmaction - INFO - Epoch [41][3100/3757] lr: 9.410e-02, eta: 7 days, 21:16:51, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5602, loss_cls: 3.1668, loss: 3.1668, grad_norm: 2.1888 2020-07-25 07:35:14,606 - mmaction - INFO - Epoch [41][3120/3757] lr: 9.410e-02, eta: 7 days, 21:16:15, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5789, loss_cls: 3.1546, loss: 3.1546, grad_norm: 2.1582 2020-07-25 07:35:30,394 - mmaction - INFO - Epoch [41][3140/3757] lr: 9.410e-02, eta: 7 days, 21:15:40, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5867, loss_cls: 3.0786, loss: 3.0786, grad_norm: 2.1024 2020-07-25 07:35:46,129 - mmaction - INFO - Epoch [41][3160/3757] lr: 9.410e-02, eta: 7 days, 21:15:05, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5578, loss_cls: 3.2287, loss: 3.2287, grad_norm: 2.2369 2020-07-25 07:36:01,909 - mmaction - INFO - Epoch [41][3180/3757] lr: 9.410e-02, eta: 7 days, 21:14:30, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5547, loss_cls: 3.1560, loss: 3.1560, grad_norm: 2.1120 2020-07-25 07:36:17,668 - mmaction - INFO - Epoch [41][3200/3757] lr: 9.410e-02, eta: 7 days, 21:13:54, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5414, loss_cls: 3.2280, loss: 3.2280, grad_norm: 2.1421 2020-07-25 07:36:33,502 - mmaction - INFO - Epoch [41][3220/3757] lr: 9.410e-02, eta: 7 days, 21:13:21, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5391, loss_cls: 3.2924, loss: 3.2924, grad_norm: 2.1762 2020-07-25 07:36:49,314 - mmaction - INFO - Epoch [41][3240/3757] lr: 9.410e-02, eta: 7 days, 21:12:46, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5758, loss_cls: 3.1484, loss: 3.1484, grad_norm: 2.1341 2020-07-25 07:37:05,185 - mmaction - INFO - Epoch [41][3260/3757] lr: 9.410e-02, eta: 7 days, 21:12:13, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5797, loss_cls: 3.0879, loss: 3.0879, grad_norm: 2.1774 2020-07-25 07:37:20,966 - mmaction - INFO - Epoch [41][3280/3757] lr: 9.410e-02, eta: 7 days, 21:11:38, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5719, loss_cls: 3.1380, loss: 3.1380, grad_norm: 2.2355 2020-07-25 07:37:37,126 - mmaction - INFO - Epoch [41][3300/3757] lr: 9.410e-02, eta: 7 days, 21:11:10, time: 0.808, data_time: 0.015, memory: 6196, top1_acc: 0.2844, top5_acc: 0.5586, loss_cls: 3.2317, loss: 3.2317, grad_norm: 2.2026 2020-07-25 07:37:52,888 - mmaction - INFO - Epoch [41][3320/3757] lr: 9.410e-02, eta: 7 days, 21:10:35, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5687, loss_cls: 3.1968, loss: 3.1968, grad_norm: 2.1419 2020-07-25 07:38:08,803 - mmaction - INFO - Epoch [41][3340/3757] lr: 9.410e-02, eta: 7 days, 21:10:02, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5648, loss_cls: 3.1401, loss: 3.1401, grad_norm: 2.1490 2020-07-25 07:38:24,630 - mmaction - INFO - Epoch [41][3360/3757] lr: 9.410e-02, eta: 7 days, 21:09:28, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5734, loss_cls: 3.1357, loss: 3.1357, grad_norm: 2.1787 2020-07-25 07:38:40,463 - mmaction - INFO - Epoch [41][3380/3757] lr: 9.410e-02, eta: 7 days, 21:08:54, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5609, loss_cls: 3.1761, loss: 3.1761, grad_norm: 2.1577 2020-07-25 07:38:56,284 - mmaction - INFO - Epoch [41][3400/3757] lr: 9.410e-02, eta: 7 days, 21:08:20, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5547, loss_cls: 3.2100, loss: 3.2100, grad_norm: 2.1445 2020-07-25 07:39:12,213 - mmaction - INFO - Epoch [41][3420/3757] lr: 9.410e-02, eta: 7 days, 21:07:48, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5422, loss_cls: 3.2410, loss: 3.2410, grad_norm: 2.2322 2020-07-25 07:39:27,987 - mmaction - INFO - Epoch [41][3440/3757] lr: 9.410e-02, eta: 7 days, 21:07:13, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5477, loss_cls: 3.2441, loss: 3.2441, grad_norm: 2.1754 2020-07-25 07:39:43,745 - mmaction - INFO - Epoch [41][3460/3757] lr: 9.410e-02, eta: 7 days, 21:06:38, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5617, loss_cls: 3.1638, loss: 3.1638, grad_norm: 2.1312 2020-07-25 07:39:59,525 - mmaction - INFO - Epoch [41][3480/3757] lr: 9.410e-02, eta: 7 days, 21:06:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5750, loss_cls: 3.0997, loss: 3.0997, grad_norm: 2.2052 2020-07-25 07:40:15,330 - mmaction - INFO - Epoch [41][3500/3757] lr: 9.410e-02, eta: 7 days, 21:05:29, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5484, loss_cls: 3.2345, loss: 3.2345, grad_norm: 2.2316 2020-07-25 07:40:31,096 - mmaction - INFO - Epoch [41][3520/3757] lr: 9.410e-02, eta: 7 days, 21:04:54, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.1060, loss: 3.1060, grad_norm: 2.1936 2020-07-25 07:40:46,922 - mmaction - INFO - Epoch [41][3540/3757] lr: 9.410e-02, eta: 7 days, 21:04:21, time: 0.792, data_time: 0.010, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5687, loss_cls: 3.1468, loss: 3.1468, grad_norm: 2.2017 2020-07-25 07:41:02,718 - mmaction - INFO - Epoch [41][3560/3757] lr: 9.410e-02, eta: 7 days, 21:03:46, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5633, loss_cls: 3.1488, loss: 3.1488, grad_norm: 2.2527 2020-07-25 07:41:18,566 - mmaction - INFO - Epoch [41][3580/3757] lr: 9.410e-02, eta: 7 days, 21:03:12, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5766, loss_cls: 3.0999, loss: 3.0999, grad_norm: 2.1711 2020-07-25 07:41:34,332 - mmaction - INFO - Epoch [41][3600/3757] lr: 9.410e-02, eta: 7 days, 21:02:38, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5648, loss_cls: 3.2183, loss: 3.2183, grad_norm: 2.2287 2020-07-25 07:41:50,264 - mmaction - INFO - Epoch [41][3620/3757] lr: 9.410e-02, eta: 7 days, 21:02:06, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5437, loss_cls: 3.2380, loss: 3.2380, grad_norm: 2.2232 2020-07-25 07:42:05,941 - mmaction - INFO - Epoch [41][3640/3757] lr: 9.410e-02, eta: 7 days, 21:01:30, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5602, loss_cls: 3.1464, loss: 3.1464, grad_norm: 2.2059 2020-07-25 07:42:21,720 - mmaction - INFO - Epoch [41][3660/3757] lr: 9.410e-02, eta: 7 days, 21:00:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5766, loss_cls: 3.1084, loss: 3.1084, grad_norm: 2.1118 2020-07-25 07:42:37,510 - mmaction - INFO - Epoch [41][3680/3757] lr: 9.410e-02, eta: 7 days, 21:00:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5711, loss_cls: 3.1932, loss: 3.1932, grad_norm: 2.1926 2020-07-25 07:42:53,298 - mmaction - INFO - Epoch [41][3700/3757] lr: 9.410e-02, eta: 7 days, 20:59:47, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5617, loss_cls: 3.1523, loss: 3.1523, grad_norm: 2.1704 2020-07-25 07:43:09,081 - mmaction - INFO - Epoch [41][3720/3757] lr: 9.410e-02, eta: 7 days, 20:59:12, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5844, loss_cls: 3.1005, loss: 3.1005, grad_norm: 2.2259 2020-07-25 07:43:24,889 - mmaction - INFO - Epoch [41][3740/3757] lr: 9.410e-02, eta: 7 days, 20:58:38, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5828, loss_cls: 3.1481, loss: 3.1481, grad_norm: 2.2210 2020-07-25 07:46:44,810 - mmaction - INFO - Epoch [42][20/3757] lr: 9.380e-02, eta: 7 days, 21:38:57, time: 8.969, data_time: 8.025, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.1429, loss: 3.1429, grad_norm: 2.2014 2020-07-25 07:47:00,811 - mmaction - INFO - Epoch [42][40/3757] lr: 9.380e-02, eta: 7 days, 21:38:26, time: 0.801, data_time: 0.011, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5719, loss_cls: 3.1158, loss: 3.1158, grad_norm: 2.1094 2020-07-25 07:47:16,594 - mmaction - INFO - Epoch [42][60/3757] lr: 9.380e-02, eta: 7 days, 21:37:50, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5758, loss_cls: 3.1188, loss: 3.1188, grad_norm: 2.1946 2020-07-25 07:47:32,415 - mmaction - INFO - Epoch [42][80/3757] lr: 9.380e-02, eta: 7 days, 21:37:15, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5930, loss_cls: 3.0477, loss: 3.0477, grad_norm: 2.2255 2020-07-25 07:47:48,208 - mmaction - INFO - Epoch [42][100/3757] lr: 9.380e-02, eta: 7 days, 21:36:40, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5602, loss_cls: 3.2009, loss: 3.2009, grad_norm: 2.2540 2020-07-25 07:48:04,037 - mmaction - INFO - Epoch [42][120/3757] lr: 9.380e-02, eta: 7 days, 21:36:06, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5711, loss_cls: 3.0973, loss: 3.0973, grad_norm: 2.2297 2020-07-25 07:48:19,863 - mmaction - INFO - Epoch [42][140/3757] lr: 9.380e-02, eta: 7 days, 21:35:31, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.1776, loss: 3.1776, grad_norm: 2.1781 2020-07-25 07:48:35,715 - mmaction - INFO - Epoch [42][160/3757] lr: 9.380e-02, eta: 7 days, 21:34:56, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5641, loss_cls: 3.1166, loss: 3.1166, grad_norm: 2.1164 2020-07-25 07:48:51,480 - mmaction - INFO - Epoch [42][180/3757] lr: 9.380e-02, eta: 7 days, 21:34:21, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5945, loss_cls: 3.0887, loss: 3.0887, grad_norm: 2.1875 2020-07-25 07:49:07,336 - mmaction - INFO - Epoch [42][200/3757] lr: 9.380e-02, eta: 7 days, 21:33:46, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5977, loss_cls: 3.0203, loss: 3.0203, grad_norm: 2.1567 2020-07-25 07:49:23,160 - mmaction - INFO - Epoch [42][220/3757] lr: 9.380e-02, eta: 7 days, 21:33:12, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.2171, loss: 3.2171, grad_norm: 2.2556 2020-07-25 07:49:39,001 - mmaction - INFO - Epoch [42][240/3757] lr: 9.380e-02, eta: 7 days, 21:32:38, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.6016, loss_cls: 3.0201, loss: 3.0201, grad_norm: 2.2215 2020-07-25 07:49:54,782 - mmaction - INFO - Epoch [42][260/3757] lr: 9.380e-02, eta: 7 days, 21:32:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5602, loss_cls: 3.2418, loss: 3.2418, grad_norm: 2.2836 2020-07-25 07:50:10,853 - mmaction - INFO - Epoch [42][280/3757] lr: 9.380e-02, eta: 7 days, 21:31:32, time: 0.804, data_time: 0.017, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5687, loss_cls: 3.1476, loss: 3.1476, grad_norm: 2.2258 2020-07-25 07:50:26,646 - mmaction - INFO - Epoch [42][300/3757] lr: 9.380e-02, eta: 7 days, 21:30:57, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5461, loss_cls: 3.2522, loss: 3.2522, grad_norm: 2.2014 2020-07-25 07:50:42,427 - mmaction - INFO - Epoch [42][320/3757] lr: 9.380e-02, eta: 7 days, 21:30:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5703, loss_cls: 3.1318, loss: 3.1318, grad_norm: 2.2612 2020-07-25 07:50:58,271 - mmaction - INFO - Epoch [42][340/3757] lr: 9.380e-02, eta: 7 days, 21:29:48, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5797, loss_cls: 3.1461, loss: 3.1461, grad_norm: 2.2576 2020-07-25 07:51:14,081 - mmaction - INFO - Epoch [42][360/3757] lr: 9.380e-02, eta: 7 days, 21:29:13, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5641, loss_cls: 3.1600, loss: 3.1600, grad_norm: 2.1726 2020-07-25 07:51:29,862 - mmaction - INFO - Epoch [42][380/3757] lr: 9.380e-02, eta: 7 days, 21:28:37, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5703, loss_cls: 3.1692, loss: 3.1692, grad_norm: 2.2469 2020-07-25 07:51:46,033 - mmaction - INFO - Epoch [42][400/3757] lr: 9.380e-02, eta: 7 days, 21:28:09, time: 0.809, data_time: 0.016, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5461, loss_cls: 3.2184, loss: 3.2184, grad_norm: 2.2088 2020-07-25 07:52:01,800 - mmaction - INFO - Epoch [42][420/3757] lr: 9.380e-02, eta: 7 days, 21:27:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5781, loss_cls: 3.1384, loss: 3.1384, grad_norm: 2.1606 2020-07-25 07:52:17,621 - mmaction - INFO - Epoch [42][440/3757] lr: 9.380e-02, eta: 7 days, 21:26:59, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.2075, loss: 3.2075, grad_norm: 2.2198 2020-07-25 07:52:33,404 - mmaction - INFO - Epoch [42][460/3757] lr: 9.380e-02, eta: 7 days, 21:26:24, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5617, loss_cls: 3.2147, loss: 3.2147, grad_norm: 2.2039 2020-07-25 07:52:49,193 - mmaction - INFO - Epoch [42][480/3757] lr: 9.380e-02, eta: 7 days, 21:25:48, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5680, loss_cls: 3.1497, loss: 3.1497, grad_norm: 2.2509 2020-07-25 07:53:04,973 - mmaction - INFO - Epoch [42][500/3757] lr: 9.380e-02, eta: 7 days, 21:25:13, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5461, loss_cls: 3.2573, loss: 3.2573, grad_norm: 2.1880 2020-07-25 07:53:20,791 - mmaction - INFO - Epoch [42][520/3757] lr: 9.380e-02, eta: 7 days, 21:24:39, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5680, loss_cls: 3.1405, loss: 3.1405, grad_norm: 2.1133 2020-07-25 07:53:36,595 - mmaction - INFO - Epoch [42][540/3757] lr: 9.380e-02, eta: 7 days, 21:24:04, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5820, loss_cls: 3.1128, loss: 3.1128, grad_norm: 2.2343 2020-07-25 07:53:52,399 - mmaction - INFO - Epoch [42][560/3757] lr: 9.380e-02, eta: 7 days, 21:23:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5703, loss_cls: 3.1620, loss: 3.1620, grad_norm: 2.1876 2020-07-25 07:54:08,200 - mmaction - INFO - Epoch [42][580/3757] lr: 9.380e-02, eta: 7 days, 21:22:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5672, loss_cls: 3.1139, loss: 3.1139, grad_norm: 2.1913 2020-07-25 07:54:24,002 - mmaction - INFO - Epoch [42][600/3757] lr: 9.380e-02, eta: 7 days, 21:22:20, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5687, loss_cls: 3.1068, loss: 3.1068, grad_norm: 2.2227 2020-07-25 07:54:39,822 - mmaction - INFO - Epoch [42][620/3757] lr: 9.380e-02, eta: 7 days, 21:21:46, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6047, loss_cls: 2.9628, loss: 2.9628, grad_norm: 2.1759 2020-07-25 07:54:55,527 - mmaction - INFO - Epoch [42][640/3757] lr: 9.380e-02, eta: 7 days, 21:21:10, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5648, loss_cls: 3.1276, loss: 3.1276, grad_norm: 2.2543 2020-07-25 07:55:11,281 - mmaction - INFO - Epoch [42][660/3757] lr: 9.380e-02, eta: 7 days, 21:20:34, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5664, loss_cls: 3.1775, loss: 3.1775, grad_norm: 2.2466 2020-07-25 07:55:27,081 - mmaction - INFO - Epoch [42][680/3757] lr: 9.380e-02, eta: 7 days, 21:19:59, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5469, loss_cls: 3.2096, loss: 3.2096, grad_norm: 2.2689 2020-07-25 07:55:42,896 - mmaction - INFO - Epoch [42][700/3757] lr: 9.380e-02, eta: 7 days, 21:19:25, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5625, loss_cls: 3.1752, loss: 3.1752, grad_norm: 2.2784 2020-07-25 07:55:58,701 - mmaction - INFO - Epoch [42][720/3757] lr: 9.380e-02, eta: 7 days, 21:18:50, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5859, loss_cls: 3.0812, loss: 3.0812, grad_norm: 2.2032 2020-07-25 07:56:14,411 - mmaction - INFO - Epoch [42][740/3757] lr: 9.380e-02, eta: 7 days, 21:18:14, time: 0.787, data_time: 0.005, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5617, loss_cls: 3.1195, loss: 3.1195, grad_norm: 2.2004 2020-07-25 07:56:30,182 - mmaction - INFO - Epoch [42][760/3757] lr: 9.380e-02, eta: 7 days, 21:17:39, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5742, loss_cls: 3.0847, loss: 3.0847, grad_norm: 2.1766 2020-07-25 07:56:45,954 - mmaction - INFO - Epoch [42][780/3757] lr: 9.380e-02, eta: 7 days, 21:17:04, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5727, loss_cls: 3.1209, loss: 3.1209, grad_norm: 2.2063 2020-07-25 07:57:01,681 - mmaction - INFO - Epoch [42][800/3757] lr: 9.380e-02, eta: 7 days, 21:16:28, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5844, loss_cls: 3.1547, loss: 3.1547, grad_norm: 2.2412 2020-07-25 07:57:17,481 - mmaction - INFO - Epoch [42][820/3757] lr: 9.380e-02, eta: 7 days, 21:15:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5430, loss_cls: 3.2067, loss: 3.2067, grad_norm: 2.2561 2020-07-25 07:57:33,285 - mmaction - INFO - Epoch [42][840/3757] lr: 9.380e-02, eta: 7 days, 21:15:19, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5766, loss_cls: 3.1226, loss: 3.1226, grad_norm: 2.2167 2020-07-25 07:57:49,102 - mmaction - INFO - Epoch [42][860/3757] lr: 9.380e-02, eta: 7 days, 21:14:45, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5586, loss_cls: 3.1871, loss: 3.1871, grad_norm: 2.2212 2020-07-25 07:58:04,960 - mmaction - INFO - Epoch [42][880/3757] lr: 9.380e-02, eta: 7 days, 21:14:11, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5625, loss_cls: 3.1661, loss: 3.1661, grad_norm: 2.2176 2020-07-25 07:58:20,705 - mmaction - INFO - Epoch [42][900/3757] lr: 9.380e-02, eta: 7 days, 21:13:36, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5883, loss_cls: 3.0542, loss: 3.0542, grad_norm: 2.1362 2020-07-25 07:58:36,484 - mmaction - INFO - Epoch [42][920/3757] lr: 9.380e-02, eta: 7 days, 21:13:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5922, loss_cls: 3.0435, loss: 3.0435, grad_norm: 2.1936 2020-07-25 07:58:52,311 - mmaction - INFO - Epoch [42][940/3757] lr: 9.380e-02, eta: 7 days, 21:12:27, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5727, loss_cls: 3.1347, loss: 3.1347, grad_norm: 2.2058 2020-07-25 07:59:08,095 - mmaction - INFO - Epoch [42][960/3757] lr: 9.380e-02, eta: 7 days, 21:11:52, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5430, loss_cls: 3.2665, loss: 3.2665, grad_norm: 2.1844 2020-07-25 07:59:23,859 - mmaction - INFO - Epoch [42][980/3757] lr: 9.380e-02, eta: 7 days, 21:11:17, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5672, loss_cls: 3.2451, loss: 3.2451, grad_norm: 2.2110 2020-07-25 07:59:39,630 - mmaction - INFO - Epoch [42][1000/3757] lr: 9.380e-02, eta: 7 days, 21:10:43, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5609, loss_cls: 3.1405, loss: 3.1405, grad_norm: 2.1946 2020-07-25 07:59:55,446 - mmaction - INFO - Epoch [42][1020/3757] lr: 9.380e-02, eta: 7 days, 21:10:08, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5695, loss_cls: 3.2050, loss: 3.2050, grad_norm: 2.2467 2020-07-25 08:00:16,317 - mmaction - INFO - Epoch [42][1040/3757] lr: 9.380e-02, eta: 7 days, 21:10:56, time: 1.042, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5719, loss_cls: 3.1193, loss: 3.1193, grad_norm: 2.1731 2020-07-25 08:00:32,083 - mmaction - INFO - Epoch [42][1060/3757] lr: 9.380e-02, eta: 7 days, 21:10:21, time: 0.790, data_time: 0.006, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5766, loss_cls: 3.1303, loss: 3.1303, grad_norm: 2.2080 2020-07-25 08:00:47,953 - mmaction - INFO - Epoch [42][1080/3757] lr: 9.380e-02, eta: 7 days, 21:09:48, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5586, loss_cls: 3.1267, loss: 3.1267, grad_norm: 2.2277 2020-07-25 08:01:03,895 - mmaction - INFO - Epoch [42][1100/3757] lr: 9.380e-02, eta: 7 days, 21:09:15, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5680, loss_cls: 3.1840, loss: 3.1840, grad_norm: 2.1562 2020-07-25 08:01:19,707 - mmaction - INFO - Epoch [42][1120/3757] lr: 9.380e-02, eta: 7 days, 21:08:42, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5617, loss_cls: 3.1723, loss: 3.1723, grad_norm: 2.1670 2020-07-25 08:01:35,507 - mmaction - INFO - Epoch [42][1140/3757] lr: 9.380e-02, eta: 7 days, 21:08:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.1072, loss: 3.1072, grad_norm: 2.1742 2020-07-25 08:01:51,297 - mmaction - INFO - Epoch [42][1160/3757] lr: 9.380e-02, eta: 7 days, 21:07:32, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1550, loss: 3.1550, grad_norm: 2.1471 2020-07-25 08:02:07,060 - mmaction - INFO - Epoch [42][1180/3757] lr: 9.380e-02, eta: 7 days, 21:06:58, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5859, loss_cls: 3.0124, loss: 3.0124, grad_norm: 2.1436 2020-07-25 08:02:22,852 - mmaction - INFO - Epoch [42][1200/3757] lr: 9.380e-02, eta: 7 days, 21:06:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5531, loss_cls: 3.1824, loss: 3.1824, grad_norm: 2.1846 2020-07-25 08:02:38,676 - mmaction - INFO - Epoch [42][1220/3757] lr: 9.380e-02, eta: 7 days, 21:05:49, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5547, loss_cls: 3.2241, loss: 3.2241, grad_norm: 2.2197 2020-07-25 08:02:54,420 - mmaction - INFO - Epoch [42][1240/3757] lr: 9.380e-02, eta: 7 days, 21:05:14, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5680, loss_cls: 3.1063, loss: 3.1063, grad_norm: 2.1876 2020-07-25 08:03:10,295 - mmaction - INFO - Epoch [42][1260/3757] lr: 9.380e-02, eta: 7 days, 21:04:41, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5805, loss_cls: 3.1307, loss: 3.1307, grad_norm: 2.2705 2020-07-25 08:03:26,073 - mmaction - INFO - Epoch [42][1280/3757] lr: 9.380e-02, eta: 7 days, 21:04:06, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5594, loss_cls: 3.1794, loss: 3.1794, grad_norm: 2.2523 2020-07-25 08:03:41,984 - mmaction - INFO - Epoch [42][1300/3757] lr: 9.380e-02, eta: 7 days, 21:03:34, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5742, loss_cls: 3.1104, loss: 3.1104, grad_norm: 2.1463 2020-07-25 08:03:57,752 - mmaction - INFO - Epoch [42][1320/3757] lr: 9.380e-02, eta: 7 days, 21:02:59, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5648, loss_cls: 3.1409, loss: 3.1409, grad_norm: 2.2247 2020-07-25 08:04:13,535 - mmaction - INFO - Epoch [42][1340/3757] lr: 9.380e-02, eta: 7 days, 21:02:25, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5578, loss_cls: 3.1961, loss: 3.1961, grad_norm: 2.2166 2020-07-25 08:04:29,353 - mmaction - INFO - Epoch [42][1360/3757] lr: 9.380e-02, eta: 7 days, 21:01:51, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5570, loss_cls: 3.2145, loss: 3.2145, grad_norm: 2.2208 2020-07-25 08:04:45,303 - mmaction - INFO - Epoch [42][1380/3757] lr: 9.380e-02, eta: 7 days, 21:01:19, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5555, loss_cls: 3.2263, loss: 3.2263, grad_norm: 2.2630 2020-07-25 08:05:01,143 - mmaction - INFO - Epoch [42][1400/3757] lr: 9.380e-02, eta: 7 days, 21:00:45, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5273, loss_cls: 3.2806, loss: 3.2806, grad_norm: 2.1543 2020-07-25 08:05:17,006 - mmaction - INFO - Epoch [42][1420/3757] lr: 9.380e-02, eta: 7 days, 21:00:12, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5633, loss_cls: 3.2507, loss: 3.2507, grad_norm: 2.1371 2020-07-25 08:05:32,864 - mmaction - INFO - Epoch [42][1440/3757] lr: 9.380e-02, eta: 7 days, 20:59:39, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5648, loss_cls: 3.1645, loss: 3.1645, grad_norm: 2.1938 2020-07-25 08:05:48,766 - mmaction - INFO - Epoch [42][1460/3757] lr: 9.380e-02, eta: 7 days, 20:59:07, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5703, loss_cls: 3.1479, loss: 3.1479, grad_norm: 2.1945 2020-07-25 08:06:04,615 - mmaction - INFO - Epoch [42][1480/3757] lr: 9.380e-02, eta: 7 days, 20:58:33, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5797, loss_cls: 3.1376, loss: 3.1376, grad_norm: 2.2241 2020-07-25 08:06:20,495 - mmaction - INFO - Epoch [42][1500/3757] lr: 9.380e-02, eta: 7 days, 20:58:01, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5789, loss_cls: 3.1026, loss: 3.1026, grad_norm: 2.1789 2020-07-25 08:06:36,332 - mmaction - INFO - Epoch [42][1520/3757] lr: 9.380e-02, eta: 7 days, 20:57:27, time: 0.792, data_time: 0.008, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5672, loss_cls: 3.1367, loss: 3.1367, grad_norm: 2.2248 2020-07-25 08:06:52,098 - mmaction - INFO - Epoch [42][1540/3757] lr: 9.380e-02, eta: 7 days, 20:56:52, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5758, loss_cls: 3.0970, loss: 3.0970, grad_norm: 2.2378 2020-07-25 08:07:07,937 - mmaction - INFO - Epoch [42][1560/3757] lr: 9.380e-02, eta: 7 days, 20:56:19, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5617, loss_cls: 3.1746, loss: 3.1746, grad_norm: 2.2477 2020-07-25 08:07:23,683 - mmaction - INFO - Epoch [42][1580/3757] lr: 9.380e-02, eta: 7 days, 20:55:44, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5602, loss_cls: 3.2074, loss: 3.2074, grad_norm: 2.2192 2020-07-25 08:07:39,494 - mmaction - INFO - Epoch [42][1600/3757] lr: 9.380e-02, eta: 7 days, 20:55:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5750, loss_cls: 3.1495, loss: 3.1495, grad_norm: 2.1582 2020-07-25 08:07:55,358 - mmaction - INFO - Epoch [42][1620/3757] lr: 9.380e-02, eta: 7 days, 20:54:37, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5375, loss_cls: 3.2455, loss: 3.2455, grad_norm: 2.2183 2020-07-25 08:08:11,394 - mmaction - INFO - Epoch [42][1640/3757] lr: 9.380e-02, eta: 7 days, 20:54:07, time: 0.802, data_time: 0.014, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5609, loss_cls: 3.1784, loss: 3.1784, grad_norm: 2.1252 2020-07-25 08:08:27,535 - mmaction - INFO - Epoch [42][1660/3757] lr: 9.380e-02, eta: 7 days, 20:53:39, time: 0.807, data_time: 0.018, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5641, loss_cls: 3.1658, loss: 3.1658, grad_norm: 2.1278 2020-07-25 08:08:43,768 - mmaction - INFO - Epoch [42][1680/3757] lr: 9.380e-02, eta: 7 days, 20:53:11, time: 0.811, data_time: 0.020, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5805, loss_cls: 3.1179, loss: 3.1179, grad_norm: 2.2421 2020-07-25 08:08:59,945 - mmaction - INFO - Epoch [42][1700/3757] lr: 9.380e-02, eta: 7 days, 20:52:43, time: 0.809, data_time: 0.018, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5680, loss_cls: 3.2169, loss: 3.2169, grad_norm: 2.1583 2020-07-25 08:09:16,057 - mmaction - INFO - Epoch [42][1720/3757] lr: 9.380e-02, eta: 7 days, 20:52:14, time: 0.806, data_time: 0.021, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5719, loss_cls: 3.0850, loss: 3.0850, grad_norm: 2.2114 2020-07-25 08:09:31,787 - mmaction - INFO - Epoch [42][1740/3757] lr: 9.380e-02, eta: 7 days, 20:51:39, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.1983, loss: 3.1983, grad_norm: 2.2219 2020-07-25 08:09:47,638 - mmaction - INFO - Epoch [42][1760/3757] lr: 9.380e-02, eta: 7 days, 20:51:06, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5453, loss_cls: 3.2331, loss: 3.2331, grad_norm: 2.1895 2020-07-25 08:10:03,511 - mmaction - INFO - Epoch [42][1780/3757] lr: 9.380e-02, eta: 7 days, 20:50:34, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5477, loss_cls: 3.1791, loss: 3.1791, grad_norm: 2.1659 2020-07-25 08:10:19,224 - mmaction - INFO - Epoch [42][1800/3757] lr: 9.380e-02, eta: 7 days, 20:49:58, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5586, loss_cls: 3.1418, loss: 3.1418, grad_norm: 2.1785 2020-07-25 08:10:34,963 - mmaction - INFO - Epoch [42][1820/3757] lr: 9.380e-02, eta: 7 days, 20:49:23, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5656, loss_cls: 3.1807, loss: 3.1807, grad_norm: 2.1956 2020-07-25 08:10:50,752 - mmaction - INFO - Epoch [42][1840/3757] lr: 9.380e-02, eta: 7 days, 20:48:49, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5766, loss_cls: 3.1042, loss: 3.1042, grad_norm: 2.2154 2020-07-25 08:11:06,541 - mmaction - INFO - Epoch [42][1860/3757] lr: 9.380e-02, eta: 7 days, 20:48:15, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.1655, loss: 3.1655, grad_norm: 2.1817 2020-07-25 08:11:22,323 - mmaction - INFO - Epoch [42][1880/3757] lr: 9.380e-02, eta: 7 days, 20:47:41, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5633, loss_cls: 3.1633, loss: 3.1633, grad_norm: 2.2264 2020-07-25 08:11:38,129 - mmaction - INFO - Epoch [42][1900/3757] lr: 9.380e-02, eta: 7 days, 20:47:07, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5719, loss_cls: 3.1514, loss: 3.1514, grad_norm: 2.2482 2020-07-25 08:11:53,953 - mmaction - INFO - Epoch [42][1920/3757] lr: 9.380e-02, eta: 7 days, 20:46:34, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 3.0489, loss: 3.0489, grad_norm: 2.1809 2020-07-25 08:12:09,812 - mmaction - INFO - Epoch [42][1940/3757] lr: 9.380e-02, eta: 7 days, 20:46:01, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5453, loss_cls: 3.2098, loss: 3.2098, grad_norm: 2.2004 2020-07-25 08:12:25,554 - mmaction - INFO - Epoch [42][1960/3757] lr: 9.380e-02, eta: 7 days, 20:45:26, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5641, loss_cls: 3.0961, loss: 3.0961, grad_norm: 2.1859 2020-07-25 08:12:41,321 - mmaction - INFO - Epoch [42][1980/3757] lr: 9.380e-02, eta: 7 days, 20:44:52, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5469, loss_cls: 3.2042, loss: 3.2042, grad_norm: 2.1712 2020-07-25 08:12:57,094 - mmaction - INFO - Epoch [42][2000/3757] lr: 9.380e-02, eta: 7 days, 20:44:18, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5734, loss_cls: 3.2008, loss: 3.2008, grad_norm: 2.1900 2020-07-25 08:13:12,864 - mmaction - INFO - Epoch [42][2020/3757] lr: 9.380e-02, eta: 7 days, 20:43:44, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5672, loss_cls: 3.1960, loss: 3.1960, grad_norm: 2.2088 2020-07-25 08:13:28,723 - mmaction - INFO - Epoch [42][2040/3757] lr: 9.380e-02, eta: 7 days, 20:43:11, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5508, loss_cls: 3.2373, loss: 3.2373, grad_norm: 2.2331 2020-07-25 08:13:44,484 - mmaction - INFO - Epoch [42][2060/3757] lr: 9.380e-02, eta: 7 days, 20:42:37, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5961, loss_cls: 3.0758, loss: 3.0758, grad_norm: 2.1960 2020-07-25 08:14:00,260 - mmaction - INFO - Epoch [42][2080/3757] lr: 9.380e-02, eta: 7 days, 20:42:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5773, loss_cls: 3.0899, loss: 3.0899, grad_norm: 2.1853 2020-07-25 08:14:15,979 - mmaction - INFO - Epoch [42][2100/3757] lr: 9.380e-02, eta: 7 days, 20:41:28, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5422, loss_cls: 3.2719, loss: 3.2719, grad_norm: 2.2454 2020-07-25 08:14:31,763 - mmaction - INFO - Epoch [42][2120/3757] lr: 9.380e-02, eta: 7 days, 20:40:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.1562, loss: 3.1562, grad_norm: 2.1234 2020-07-25 08:14:47,580 - mmaction - INFO - Epoch [42][2140/3757] lr: 9.380e-02, eta: 7 days, 20:40:20, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5469, loss_cls: 3.2667, loss: 3.2667, grad_norm: 2.1860 2020-07-25 08:15:03,410 - mmaction - INFO - Epoch [42][2160/3757] lr: 9.380e-02, eta: 7 days, 20:39:47, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5797, loss_cls: 3.1606, loss: 3.1606, grad_norm: 2.1600 2020-07-25 08:15:19,131 - mmaction - INFO - Epoch [42][2180/3757] lr: 9.380e-02, eta: 7 days, 20:39:12, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.1903, loss: 3.1903, grad_norm: 2.2044 2020-07-25 08:15:34,958 - mmaction - INFO - Epoch [42][2200/3757] lr: 9.380e-02, eta: 7 days, 20:38:39, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5547, loss_cls: 3.1668, loss: 3.1668, grad_norm: 2.2058 2020-07-25 08:15:50,728 - mmaction - INFO - Epoch [42][2220/3757] lr: 9.380e-02, eta: 7 days, 20:38:05, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5664, loss_cls: 3.1914, loss: 3.1914, grad_norm: 2.1475 2020-07-25 08:16:06,538 - mmaction - INFO - Epoch [42][2240/3757] lr: 9.380e-02, eta: 7 days, 20:37:31, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5891, loss_cls: 3.0995, loss: 3.0995, grad_norm: 2.1643 2020-07-25 08:16:22,312 - mmaction - INFO - Epoch [42][2260/3757] lr: 9.380e-02, eta: 7 days, 20:36:58, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5500, loss_cls: 3.2276, loss: 3.2276, grad_norm: 2.2662 2020-07-25 08:16:38,146 - mmaction - INFO - Epoch [42][2280/3757] lr: 9.380e-02, eta: 7 days, 20:36:25, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5477, loss_cls: 3.2837, loss: 3.2837, grad_norm: 2.2625 2020-07-25 08:16:53,961 - mmaction - INFO - Epoch [42][2300/3757] lr: 9.380e-02, eta: 7 days, 20:35:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5695, loss_cls: 3.1146, loss: 3.1146, grad_norm: 2.2062 2020-07-25 08:17:09,727 - mmaction - INFO - Epoch [42][2320/3757] lr: 9.380e-02, eta: 7 days, 20:35:17, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5617, loss_cls: 3.2033, loss: 3.2033, grad_norm: 2.1696 2020-07-25 08:17:25,508 - mmaction - INFO - Epoch [42][2340/3757] lr: 9.380e-02, eta: 7 days, 20:34:43, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5711, loss_cls: 3.1456, loss: 3.1456, grad_norm: 2.1779 2020-07-25 08:17:41,296 - mmaction - INFO - Epoch [42][2360/3757] lr: 9.380e-02, eta: 7 days, 20:34:10, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5992, loss_cls: 3.0434, loss: 3.0434, grad_norm: 2.2002 2020-07-25 08:17:57,058 - mmaction - INFO - Epoch [42][2380/3757] lr: 9.380e-02, eta: 7 days, 20:33:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5836, loss_cls: 3.0622, loss: 3.0622, grad_norm: 2.2942 2020-07-25 08:18:12,853 - mmaction - INFO - Epoch [42][2400/3757] lr: 9.380e-02, eta: 7 days, 20:33:02, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5555, loss_cls: 3.1929, loss: 3.1929, grad_norm: 2.2745 2020-07-25 08:18:28,620 - mmaction - INFO - Epoch [42][2420/3757] lr: 9.380e-02, eta: 7 days, 20:32:28, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5602, loss_cls: 3.2069, loss: 3.2069, grad_norm: 2.1666 2020-07-25 08:18:44,483 - mmaction - INFO - Epoch [42][2440/3757] lr: 9.380e-02, eta: 7 days, 20:31:56, time: 0.793, data_time: 0.009, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5766, loss_cls: 3.1064, loss: 3.1064, grad_norm: 2.1074 2020-07-25 08:19:00,279 - mmaction - INFO - Epoch [42][2460/3757] lr: 9.380e-02, eta: 7 days, 20:31:22, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5641, loss_cls: 3.2012, loss: 3.2012, grad_norm: 2.1943 2020-07-25 08:19:16,126 - mmaction - INFO - Epoch [42][2480/3757] lr: 9.380e-02, eta: 7 days, 20:30:49, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5789, loss_cls: 3.1017, loss: 3.1017, grad_norm: 2.2157 2020-07-25 08:19:31,935 - mmaction - INFO - Epoch [42][2500/3757] lr: 9.380e-02, eta: 7 days, 20:30:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5578, loss_cls: 3.1770, loss: 3.1770, grad_norm: 2.2352 2020-07-25 08:19:47,696 - mmaction - INFO - Epoch [42][2520/3757] lr: 9.380e-02, eta: 7 days, 20:29:42, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5883, loss_cls: 3.0932, loss: 3.0932, grad_norm: 2.3026 2020-07-25 08:20:03,571 - mmaction - INFO - Epoch [42][2540/3757] lr: 9.380e-02, eta: 7 days, 20:29:10, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.2812, top5_acc: 0.5578, loss_cls: 3.2386, loss: 3.2386, grad_norm: 2.2879 2020-07-25 08:20:19,360 - mmaction - INFO - Epoch [42][2560/3757] lr: 9.380e-02, eta: 7 days, 20:28:36, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5773, loss_cls: 3.1283, loss: 3.1283, grad_norm: 2.1546 2020-07-25 08:20:35,159 - mmaction - INFO - Epoch [42][2580/3757] lr: 9.380e-02, eta: 7 days, 20:28:03, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5633, loss_cls: 3.1462, loss: 3.1462, grad_norm: 2.2007 2020-07-25 08:20:50,941 - mmaction - INFO - Epoch [42][2600/3757] lr: 9.380e-02, eta: 7 days, 20:27:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5555, loss_cls: 3.2550, loss: 3.2550, grad_norm: 2.2611 2020-07-25 08:21:06,655 - mmaction - INFO - Epoch [42][2620/3757] lr: 9.380e-02, eta: 7 days, 20:26:55, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5695, loss_cls: 3.0800, loss: 3.0800, grad_norm: 2.1968 2020-07-25 08:21:22,405 - mmaction - INFO - Epoch [42][2640/3757] lr: 9.380e-02, eta: 7 days, 20:26:21, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5641, loss_cls: 3.1530, loss: 3.1530, grad_norm: 2.2201 2020-07-25 08:21:38,259 - mmaction - INFO - Epoch [42][2660/3757] lr: 9.380e-02, eta: 7 days, 20:25:48, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5516, loss_cls: 3.2195, loss: 3.2195, grad_norm: 2.2030 2020-07-25 08:21:53,991 - mmaction - INFO - Epoch [42][2680/3757] lr: 9.380e-02, eta: 7 days, 20:25:14, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5953, loss_cls: 3.1233, loss: 3.1233, grad_norm: 2.1960 2020-07-25 08:22:09,840 - mmaction - INFO - Epoch [42][2700/3757] lr: 9.380e-02, eta: 7 days, 20:24:41, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5492, loss_cls: 3.1778, loss: 3.1778, grad_norm: 2.2517 2020-07-25 08:22:25,650 - mmaction - INFO - Epoch [42][2720/3757] lr: 9.380e-02, eta: 7 days, 20:24:08, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5305, loss_cls: 3.2142, loss: 3.2142, grad_norm: 2.2337 2020-07-25 08:22:41,389 - mmaction - INFO - Epoch [42][2740/3757] lr: 9.380e-02, eta: 7 days, 20:23:34, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5773, loss_cls: 3.0385, loss: 3.0385, grad_norm: 2.1325 2020-07-25 08:22:57,192 - mmaction - INFO - Epoch [42][2760/3757] lr: 9.380e-02, eta: 7 days, 20:23:00, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5531, loss_cls: 3.1973, loss: 3.1973, grad_norm: 2.2044 2020-07-25 08:23:12,967 - mmaction - INFO - Epoch [42][2780/3757] lr: 9.380e-02, eta: 7 days, 20:22:27, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5445, loss_cls: 3.2054, loss: 3.2054, grad_norm: 2.2040 2020-07-25 08:23:28,774 - mmaction - INFO - Epoch [42][2800/3757] lr: 9.380e-02, eta: 7 days, 20:21:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5516, loss_cls: 3.2080, loss: 3.2080, grad_norm: 2.1773 2020-07-25 08:23:44,601 - mmaction - INFO - Epoch [42][2820/3757] lr: 9.380e-02, eta: 7 days, 20:21:21, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5648, loss_cls: 3.1891, loss: 3.1891, grad_norm: 2.2374 2020-07-25 08:24:00,356 - mmaction - INFO - Epoch [42][2840/3757] lr: 9.380e-02, eta: 7 days, 20:20:47, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5422, loss_cls: 3.2243, loss: 3.2243, grad_norm: 2.1981 2020-07-25 08:24:16,145 - mmaction - INFO - Epoch [42][2860/3757] lr: 9.380e-02, eta: 7 days, 20:20:14, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5547, loss_cls: 3.2113, loss: 3.2113, grad_norm: 2.1877 2020-07-25 08:24:31,894 - mmaction - INFO - Epoch [42][2880/3757] lr: 9.380e-02, eta: 7 days, 20:19:40, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5508, loss_cls: 3.2788, loss: 3.2788, grad_norm: 2.2072 2020-07-25 08:24:47,762 - mmaction - INFO - Epoch [42][2900/3757] lr: 9.380e-02, eta: 7 days, 20:19:08, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5523, loss_cls: 3.2578, loss: 3.2578, grad_norm: 2.2058 2020-07-25 08:25:03,663 - mmaction - INFO - Epoch [42][2920/3757] lr: 9.380e-02, eta: 7 days, 20:18:36, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5805, loss_cls: 3.0893, loss: 3.0893, grad_norm: 2.1702 2020-07-25 08:25:19,483 - mmaction - INFO - Epoch [42][2940/3757] lr: 9.380e-02, eta: 7 days, 20:18:04, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5836, loss_cls: 3.0985, loss: 3.0985, grad_norm: 2.1880 2020-07-25 08:25:35,231 - mmaction - INFO - Epoch [42][2960/3757] lr: 9.380e-02, eta: 7 days, 20:17:30, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5555, loss_cls: 3.2461, loss: 3.2461, grad_norm: 2.1750 2020-07-25 08:25:51,069 - mmaction - INFO - Epoch [42][2980/3757] lr: 9.380e-02, eta: 7 days, 20:16:57, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5492, loss_cls: 3.2096, loss: 3.2096, grad_norm: 2.1706 2020-07-25 08:26:06,917 - mmaction - INFO - Epoch [42][3000/3757] lr: 9.380e-02, eta: 7 days, 20:16:25, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5852, loss_cls: 3.0811, loss: 3.0811, grad_norm: 2.1579 2020-07-25 08:26:22,690 - mmaction - INFO - Epoch [42][3020/3757] lr: 9.380e-02, eta: 7 days, 20:15:52, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5734, loss_cls: 3.1690, loss: 3.1690, grad_norm: 2.2242 2020-07-25 08:26:38,497 - mmaction - INFO - Epoch [42][3040/3757] lr: 9.380e-02, eta: 7 days, 20:15:19, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5492, loss_cls: 3.2410, loss: 3.2410, grad_norm: 2.2104 2020-07-25 08:26:54,386 - mmaction - INFO - Epoch [42][3060/3757] lr: 9.380e-02, eta: 7 days, 20:14:47, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5406, loss_cls: 3.2503, loss: 3.2503, grad_norm: 2.1851 2020-07-25 08:27:10,061 - mmaction - INFO - Epoch [42][3080/3757] lr: 9.380e-02, eta: 7 days, 20:14:12, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.2480, loss: 3.2480, grad_norm: 2.1175 2020-07-25 08:27:25,823 - mmaction - INFO - Epoch [42][3100/3757] lr: 9.380e-02, eta: 7 days, 20:13:38, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5375, loss_cls: 3.3055, loss: 3.3055, grad_norm: 2.1968 2020-07-25 08:27:41,647 - mmaction - INFO - Epoch [42][3120/3757] lr: 9.380e-02, eta: 7 days, 20:13:06, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5594, loss_cls: 3.1712, loss: 3.1712, grad_norm: 2.2274 2020-07-25 08:27:57,461 - mmaction - INFO - Epoch [42][3140/3757] lr: 9.380e-02, eta: 7 days, 20:12:33, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5813, loss_cls: 3.1129, loss: 3.1129, grad_norm: 2.2174 2020-07-25 08:28:13,212 - mmaction - INFO - Epoch [42][3160/3757] lr: 9.380e-02, eta: 7 days, 20:11:59, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5766, loss_cls: 3.1235, loss: 3.1235, grad_norm: 2.2207 2020-07-25 08:28:28,997 - mmaction - INFO - Epoch [42][3180/3757] lr: 9.380e-02, eta: 7 days, 20:11:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5617, loss_cls: 3.1409, loss: 3.1409, grad_norm: 2.1600 2020-07-25 08:28:44,818 - mmaction - INFO - Epoch [42][3200/3757] lr: 9.380e-02, eta: 7 days, 20:10:53, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5531, loss_cls: 3.1624, loss: 3.1624, grad_norm: 2.3006 2020-07-25 08:29:00,610 - mmaction - INFO - Epoch [42][3220/3757] lr: 9.380e-02, eta: 7 days, 20:10:20, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2805, top5_acc: 0.5430, loss_cls: 3.2839, loss: 3.2839, grad_norm: 2.2373 2020-07-25 08:29:16,415 - mmaction - INFO - Epoch [42][3240/3757] lr: 9.380e-02, eta: 7 days, 20:09:48, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5523, loss_cls: 3.2613, loss: 3.2613, grad_norm: 2.2281 2020-07-25 08:29:32,215 - mmaction - INFO - Epoch [42][3260/3757] lr: 9.380e-02, eta: 7 days, 20:09:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5734, loss_cls: 3.2042, loss: 3.2042, grad_norm: 2.1738 2020-07-25 08:29:48,350 - mmaction - INFO - Epoch [42][3280/3757] lr: 9.380e-02, eta: 7 days, 20:08:47, time: 0.807, data_time: 0.014, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5578, loss_cls: 3.1183, loss: 3.1183, grad_norm: 2.1988 2020-07-25 08:30:04,303 - mmaction - INFO - Epoch [42][3300/3757] lr: 9.380e-02, eta: 7 days, 20:08:16, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5742, loss_cls: 3.1790, loss: 3.1790, grad_norm: 2.2286 2020-07-25 08:30:20,044 - mmaction - INFO - Epoch [42][3320/3757] lr: 9.380e-02, eta: 7 days, 20:07:43, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5656, loss_cls: 3.1759, loss: 3.1759, grad_norm: 2.1732 2020-07-25 08:30:35,826 - mmaction - INFO - Epoch [42][3340/3757] lr: 9.380e-02, eta: 7 days, 20:07:10, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5578, loss_cls: 3.1447, loss: 3.1447, grad_norm: 2.1669 2020-07-25 08:30:51,591 - mmaction - INFO - Epoch [42][3360/3757] lr: 9.380e-02, eta: 7 days, 20:06:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5547, loss_cls: 3.1959, loss: 3.1959, grad_norm: 2.2278 2020-07-25 08:31:07,362 - mmaction - INFO - Epoch [42][3380/3757] lr: 9.380e-02, eta: 7 days, 20:06:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5258, loss_cls: 3.2520, loss: 3.2520, grad_norm: 2.2006 2020-07-25 08:31:23,106 - mmaction - INFO - Epoch [42][3400/3757] lr: 9.380e-02, eta: 7 days, 20:05:29, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5414, loss_cls: 3.2570, loss: 3.2570, grad_norm: 2.2310 2020-07-25 08:31:38,940 - mmaction - INFO - Epoch [42][3420/3757] lr: 9.380e-02, eta: 7 days, 20:04:57, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5516, loss_cls: 3.1493, loss: 3.1493, grad_norm: 2.1833 2020-07-25 08:31:54,755 - mmaction - INFO - Epoch [42][3440/3757] lr: 9.380e-02, eta: 7 days, 20:04:24, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5711, loss_cls: 3.1848, loss: 3.1848, grad_norm: 2.1828 2020-07-25 08:32:10,565 - mmaction - INFO - Epoch [42][3460/3757] lr: 9.380e-02, eta: 7 days, 20:03:51, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5609, loss_cls: 3.1780, loss: 3.1780, grad_norm: 2.2197 2020-07-25 08:32:26,415 - mmaction - INFO - Epoch [42][3480/3757] lr: 9.380e-02, eta: 7 days, 20:03:20, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5570, loss_cls: 3.2747, loss: 3.2747, grad_norm: 2.2234 2020-07-25 08:32:42,260 - mmaction - INFO - Epoch [42][3500/3757] lr: 9.380e-02, eta: 7 days, 20:02:48, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5570, loss_cls: 3.1606, loss: 3.1606, grad_norm: 2.1481 2020-07-25 08:32:58,052 - mmaction - INFO - Epoch [42][3520/3757] lr: 9.380e-02, eta: 7 days, 20:02:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5539, loss_cls: 3.1993, loss: 3.1993, grad_norm: 2.2000 2020-07-25 08:33:13,814 - mmaction - INFO - Epoch [42][3540/3757] lr: 9.380e-02, eta: 7 days, 20:01:42, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5281, loss_cls: 3.2769, loss: 3.2769, grad_norm: 2.1587 2020-07-25 08:33:29,584 - mmaction - INFO - Epoch [42][3560/3757] lr: 9.380e-02, eta: 7 days, 20:01:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5547, loss_cls: 3.2245, loss: 3.2245, grad_norm: 2.1897 2020-07-25 08:33:45,353 - mmaction - INFO - Epoch [42][3580/3757] lr: 9.380e-02, eta: 7 days, 20:00:35, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5836, loss_cls: 3.0977, loss: 3.0977, grad_norm: 2.1784 2020-07-25 08:34:01,179 - mmaction - INFO - Epoch [42][3600/3757] lr: 9.380e-02, eta: 7 days, 20:00:03, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6031, loss_cls: 3.0009, loss: 3.0009, grad_norm: 2.1528 2020-07-25 08:34:17,021 - mmaction - INFO - Epoch [42][3620/3757] lr: 9.380e-02, eta: 7 days, 19:59:31, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5883, loss_cls: 3.0817, loss: 3.0817, grad_norm: 2.2067 2020-07-25 08:34:32,811 - mmaction - INFO - Epoch [42][3640/3757] lr: 9.380e-02, eta: 7 days, 19:58:58, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5703, loss_cls: 3.1774, loss: 3.1774, grad_norm: 2.2455 2020-07-25 08:34:48,646 - mmaction - INFO - Epoch [42][3660/3757] lr: 9.380e-02, eta: 7 days, 19:58:26, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5719, loss_cls: 3.1491, loss: 3.1491, grad_norm: 2.1833 2020-07-25 08:35:04,480 - mmaction - INFO - Epoch [42][3680/3757] lr: 9.380e-02, eta: 7 days, 19:57:54, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5758, loss_cls: 3.1075, loss: 3.1075, grad_norm: 2.1994 2020-07-25 08:35:20,230 - mmaction - INFO - Epoch [42][3700/3757] lr: 9.380e-02, eta: 7 days, 19:57:21, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5586, loss_cls: 3.1328, loss: 3.1328, grad_norm: 2.1766 2020-07-25 08:35:35,998 - mmaction - INFO - Epoch [42][3720/3757] lr: 9.380e-02, eta: 7 days, 19:56:48, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5555, loss_cls: 3.2042, loss: 3.2042, grad_norm: 2.2150 2020-07-25 08:35:51,900 - mmaction - INFO - Epoch [42][3740/3757] lr: 9.380e-02, eta: 7 days, 19:56:17, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5609, loss_cls: 3.1725, loss: 3.1725, grad_norm: 2.2114 2020-07-25 08:39:04,167 - mmaction - INFO - Epoch [43][20/3757] lr: 9.350e-02, eta: 7 days, 20:31:35, time: 8.590, data_time: 7.689, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5734, loss_cls: 3.1246, loss: 3.1246, grad_norm: 2.1529 2020-07-25 08:39:19,986 - mmaction - INFO - Epoch [43][40/3757] lr: 9.350e-02, eta: 7 days, 20:31:01, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5594, loss_cls: 3.2186, loss: 3.2186, grad_norm: 2.1701 2020-07-25 08:39:35,776 - mmaction - INFO - Epoch [43][60/3757] lr: 9.350e-02, eta: 7 days, 20:30:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5641, loss_cls: 3.1157, loss: 3.1157, grad_norm: 2.1547 2020-07-25 08:39:51,538 - mmaction - INFO - Epoch [43][80/3757] lr: 9.350e-02, eta: 7 days, 20:29:54, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5703, loss_cls: 3.1621, loss: 3.1621, grad_norm: 2.2862 2020-07-25 08:40:07,294 - mmaction - INFO - Epoch [43][100/3757] lr: 9.350e-02, eta: 7 days, 20:29:20, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5648, loss_cls: 3.1073, loss: 3.1073, grad_norm: 2.2187 2020-07-25 08:40:23,003 - mmaction - INFO - Epoch [43][120/3757] lr: 9.350e-02, eta: 7 days, 20:28:45, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5570, loss_cls: 3.1585, loss: 3.1585, grad_norm: 2.1914 2020-07-25 08:40:38,834 - mmaction - INFO - Epoch [43][140/3757] lr: 9.350e-02, eta: 7 days, 20:28:12, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5727, loss_cls: 3.1140, loss: 3.1140, grad_norm: 2.1828 2020-07-25 08:40:54,638 - mmaction - INFO - Epoch [43][160/3757] lr: 9.350e-02, eta: 7 days, 20:27:39, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5656, loss_cls: 3.1825, loss: 3.1825, grad_norm: 2.1793 2020-07-25 08:41:10,447 - mmaction - INFO - Epoch [43][180/3757] lr: 9.350e-02, eta: 7 days, 20:27:06, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5531, loss_cls: 3.2140, loss: 3.2140, grad_norm: 2.1538 2020-07-25 08:41:26,198 - mmaction - INFO - Epoch [43][200/3757] lr: 9.350e-02, eta: 7 days, 20:26:32, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5672, loss_cls: 3.1357, loss: 3.1357, grad_norm: 2.1908 2020-07-25 08:41:43,492 - mmaction - INFO - Epoch [43][220/3757] lr: 9.350e-02, eta: 7 days, 20:26:21, time: 0.865, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5969, loss_cls: 2.9991, loss: 2.9991, grad_norm: 2.2187 2020-07-25 08:42:00,164 - mmaction - INFO - Epoch [43][240/3757] lr: 9.350e-02, eta: 7 days, 20:26:00, time: 0.831, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6055, loss_cls: 2.9891, loss: 2.9891, grad_norm: 2.2131 2020-07-25 08:42:15,906 - mmaction - INFO - Epoch [43][260/3757] lr: 9.350e-02, eta: 7 days, 20:25:27, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5594, loss_cls: 3.1407, loss: 3.1407, grad_norm: 2.1645 2020-07-25 08:42:31,678 - mmaction - INFO - Epoch [43][280/3757] lr: 9.350e-02, eta: 7 days, 20:24:53, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5695, loss_cls: 3.0898, loss: 3.0898, grad_norm: 2.1945 2020-07-25 08:42:47,451 - mmaction - INFO - Epoch [43][300/3757] lr: 9.350e-02, eta: 7 days, 20:24:19, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5797, loss_cls: 3.0888, loss: 3.0888, grad_norm: 2.2198 2020-07-25 08:43:03,367 - mmaction - INFO - Epoch [43][320/3757] lr: 9.350e-02, eta: 7 days, 20:23:48, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5625, loss_cls: 3.1832, loss: 3.1832, grad_norm: 2.2468 2020-07-25 08:43:19,523 - mmaction - INFO - Epoch [43][340/3757] lr: 9.350e-02, eta: 7 days, 20:23:20, time: 0.806, data_time: 0.020, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5789, loss_cls: 3.0870, loss: 3.0870, grad_norm: 2.1928 2020-07-25 08:43:35,373 - mmaction - INFO - Epoch [43][360/3757] lr: 9.350e-02, eta: 7 days, 20:22:47, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5789, loss_cls: 3.1516, loss: 3.1516, grad_norm: 2.2078 2020-07-25 08:43:51,192 - mmaction - INFO - Epoch [43][380/3757] lr: 9.350e-02, eta: 7 days, 20:22:15, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5805, loss_cls: 3.1922, loss: 3.1922, grad_norm: 2.2344 2020-07-25 08:44:07,061 - mmaction - INFO - Epoch [43][400/3757] lr: 9.350e-02, eta: 7 days, 20:21:43, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5648, loss_cls: 3.1936, loss: 3.1936, grad_norm: 2.1407 2020-07-25 08:44:23,371 - mmaction - INFO - Epoch [43][420/3757] lr: 9.350e-02, eta: 7 days, 20:21:17, time: 0.815, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5594, loss_cls: 3.1921, loss: 3.1921, grad_norm: 2.1718 2020-07-25 08:44:39,547 - mmaction - INFO - Epoch [43][440/3757] lr: 9.350e-02, eta: 7 days, 20:20:50, time: 0.809, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5680, loss_cls: 3.1488, loss: 3.1488, grad_norm: 2.1435 2020-07-25 08:45:01,213 - mmaction - INFO - Epoch [43][460/3757] lr: 9.350e-02, eta: 7 days, 20:21:45, time: 1.083, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5633, loss_cls: 3.1849, loss: 3.1849, grad_norm: 2.1940 2020-07-25 08:45:22,937 - mmaction - INFO - Epoch [43][480/3757] lr: 9.350e-02, eta: 7 days, 20:22:41, time: 1.086, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5641, loss_cls: 3.1462, loss: 3.1462, grad_norm: 2.2207 2020-07-25 08:45:39,408 - mmaction - INFO - Epoch [43][500/3757] lr: 9.350e-02, eta: 7 days, 20:22:18, time: 0.822, data_time: 0.005, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5617, loss_cls: 3.2251, loss: 3.2251, grad_norm: 2.2514 2020-07-25 08:45:59,982 - mmaction - INFO - Epoch [43][520/3757] lr: 9.350e-02, eta: 7 days, 20:22:58, time: 1.031, data_time: 0.005, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5984, loss_cls: 3.1257, loss: 3.1257, grad_norm: 2.1806 2020-07-25 08:46:16,037 - mmaction - INFO - Epoch [43][540/3757] lr: 9.350e-02, eta: 7 days, 20:22:28, time: 0.803, data_time: 0.012, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5836, loss_cls: 3.1242, loss: 3.1242, grad_norm: 2.2187 2020-07-25 08:46:32,199 - mmaction - INFO - Epoch [43][560/3757] lr: 9.350e-02, eta: 7 days, 20:22:00, time: 0.808, data_time: 0.004, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5633, loss_cls: 3.1730, loss: 3.1730, grad_norm: 2.1813 2020-07-25 08:46:47,989 - mmaction - INFO - Epoch [43][580/3757] lr: 9.350e-02, eta: 7 days, 20:21:27, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5750, loss_cls: 3.0930, loss: 3.0930, grad_norm: 2.2571 2020-07-25 08:47:04,527 - mmaction - INFO - Epoch [43][600/3757] lr: 9.350e-02, eta: 7 days, 20:21:05, time: 0.826, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5742, loss_cls: 3.1716, loss: 3.1716, grad_norm: 2.2596 2020-07-25 08:47:20,315 - mmaction - INFO - Epoch [43][620/3757] lr: 9.350e-02, eta: 7 days, 20:20:32, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5656, loss_cls: 3.1713, loss: 3.1713, grad_norm: 2.2331 2020-07-25 08:47:36,089 - mmaction - INFO - Epoch [43][640/3757] lr: 9.350e-02, eta: 7 days, 20:19:58, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5766, loss_cls: 3.1360, loss: 3.1360, grad_norm: 2.2263 2020-07-25 08:47:51,897 - mmaction - INFO - Epoch [43][660/3757] lr: 9.350e-02, eta: 7 days, 20:19:25, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5578, loss_cls: 3.2273, loss: 3.2273, grad_norm: 2.2793 2020-07-25 08:48:07,661 - mmaction - INFO - Epoch [43][680/3757] lr: 9.350e-02, eta: 7 days, 20:18:51, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5641, loss_cls: 3.2147, loss: 3.2147, grad_norm: 2.2435 2020-07-25 08:48:23,468 - mmaction - INFO - Epoch [43][700/3757] lr: 9.350e-02, eta: 7 days, 20:18:18, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5977, loss_cls: 3.1003, loss: 3.1003, grad_norm: 2.1692 2020-07-25 08:48:39,236 - mmaction - INFO - Epoch [43][720/3757] lr: 9.350e-02, eta: 7 days, 20:17:45, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5586, loss_cls: 3.1806, loss: 3.1806, grad_norm: 2.1893 2020-07-25 08:48:55,055 - mmaction - INFO - Epoch [43][740/3757] lr: 9.350e-02, eta: 7 days, 20:17:12, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5484, loss_cls: 3.2256, loss: 3.2256, grad_norm: 2.2310 2020-07-25 08:49:10,857 - mmaction - INFO - Epoch [43][760/3757] lr: 9.350e-02, eta: 7 days, 20:16:39, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5727, loss_cls: 3.1558, loss: 3.1558, grad_norm: 2.2540 2020-07-25 08:49:26,680 - mmaction - INFO - Epoch [43][780/3757] lr: 9.350e-02, eta: 7 days, 20:16:06, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5602, loss_cls: 3.1881, loss: 3.1881, grad_norm: 2.1731 2020-07-25 08:49:42,544 - mmaction - INFO - Epoch [43][800/3757] lr: 9.350e-02, eta: 7 days, 20:15:34, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5750, loss_cls: 3.1116, loss: 3.1116, grad_norm: 2.1992 2020-07-25 08:49:58,350 - mmaction - INFO - Epoch [43][820/3757] lr: 9.350e-02, eta: 7 days, 20:15:01, time: 0.791, data_time: 0.007, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5711, loss_cls: 3.0874, loss: 3.0874, grad_norm: 2.1975 2020-07-25 08:50:14,170 - mmaction - INFO - Epoch [43][840/3757] lr: 9.350e-02, eta: 7 days, 20:14:28, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5719, loss_cls: 3.1244, loss: 3.1244, grad_norm: 2.2162 2020-07-25 08:50:29,920 - mmaction - INFO - Epoch [43][860/3757] lr: 9.350e-02, eta: 7 days, 20:13:54, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5453, loss_cls: 3.2649, loss: 3.2649, grad_norm: 2.1812 2020-07-25 08:50:45,737 - mmaction - INFO - Epoch [43][880/3757] lr: 9.350e-02, eta: 7 days, 20:13:22, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5531, loss_cls: 3.1861, loss: 3.1861, grad_norm: 2.1776 2020-07-25 08:51:01,559 - mmaction - INFO - Epoch [43][900/3757] lr: 9.350e-02, eta: 7 days, 20:12:49, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5656, loss_cls: 3.1402, loss: 3.1402, grad_norm: 2.2487 2020-07-25 08:51:17,351 - mmaction - INFO - Epoch [43][920/3757] lr: 9.350e-02, eta: 7 days, 20:12:16, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5469, loss_cls: 3.2437, loss: 3.2437, grad_norm: 2.2672 2020-07-25 08:51:33,097 - mmaction - INFO - Epoch [43][940/3757] lr: 9.350e-02, eta: 7 days, 20:11:42, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5578, loss_cls: 3.2095, loss: 3.2095, grad_norm: 2.2528 2020-07-25 08:51:48,846 - mmaction - INFO - Epoch [43][960/3757] lr: 9.350e-02, eta: 7 days, 20:11:09, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5641, loss_cls: 3.1314, loss: 3.1314, grad_norm: 2.1793 2020-07-25 08:52:04,639 - mmaction - INFO - Epoch [43][980/3757] lr: 9.350e-02, eta: 7 days, 20:10:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5852, loss_cls: 3.1343, loss: 3.1343, grad_norm: 2.2683 2020-07-25 08:52:20,426 - mmaction - INFO - Epoch [43][1000/3757] lr: 9.350e-02, eta: 7 days, 20:10:02, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5531, loss_cls: 3.2207, loss: 3.2207, grad_norm: 2.2043 2020-07-25 08:52:36,199 - mmaction - INFO - Epoch [43][1020/3757] lr: 9.350e-02, eta: 7 days, 20:09:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5734, loss_cls: 3.1097, loss: 3.1097, grad_norm: 2.2409 2020-07-25 08:52:51,965 - mmaction - INFO - Epoch [43][1040/3757] lr: 9.350e-02, eta: 7 days, 20:08:56, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5672, loss_cls: 3.1002, loss: 3.1002, grad_norm: 2.2382 2020-07-25 08:53:07,756 - mmaction - INFO - Epoch [43][1060/3757] lr: 9.350e-02, eta: 7 days, 20:08:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5781, loss_cls: 3.1316, loss: 3.1316, grad_norm: 2.2217 2020-07-25 08:53:23,600 - mmaction - INFO - Epoch [43][1080/3757] lr: 9.350e-02, eta: 7 days, 20:07:50, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5492, loss_cls: 3.2249, loss: 3.2249, grad_norm: 2.2918 2020-07-25 08:53:39,393 - mmaction - INFO - Epoch [43][1100/3757] lr: 9.350e-02, eta: 7 days, 20:07:17, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5672, loss_cls: 3.1426, loss: 3.1426, grad_norm: 2.1916 2020-07-25 08:53:55,149 - mmaction - INFO - Epoch [43][1120/3757] lr: 9.350e-02, eta: 7 days, 20:06:44, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5727, loss_cls: 3.1458, loss: 3.1458, grad_norm: 2.2551 2020-07-25 08:54:10,877 - mmaction - INFO - Epoch [43][1140/3757] lr: 9.350e-02, eta: 7 days, 20:06:10, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5609, loss_cls: 3.1943, loss: 3.1943, grad_norm: 2.1631 2020-07-25 08:54:26,660 - mmaction - INFO - Epoch [43][1160/3757] lr: 9.350e-02, eta: 7 days, 20:05:37, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5578, loss_cls: 3.1915, loss: 3.1915, grad_norm: 2.2419 2020-07-25 08:54:42,470 - mmaction - INFO - Epoch [43][1180/3757] lr: 9.350e-02, eta: 7 days, 20:05:04, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5711, loss_cls: 3.1737, loss: 3.1737, grad_norm: 2.2642 2020-07-25 08:54:58,244 - mmaction - INFO - Epoch [43][1200/3757] lr: 9.350e-02, eta: 7 days, 20:04:30, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5422, loss_cls: 3.1940, loss: 3.1940, grad_norm: 2.1404 2020-07-25 08:55:13,997 - mmaction - INFO - Epoch [43][1220/3757] lr: 9.350e-02, eta: 7 days, 20:03:57, time: 0.790, data_time: 0.006, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5625, loss_cls: 3.2010, loss: 3.2010, grad_norm: 2.1852 2020-07-25 08:55:29,891 - mmaction - INFO - Epoch [43][1240/3757] lr: 9.350e-02, eta: 7 days, 20:03:26, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5578, loss_cls: 3.1988, loss: 3.1988, grad_norm: 2.1915 2020-07-25 08:55:45,752 - mmaction - INFO - Epoch [43][1260/3757] lr: 9.350e-02, eta: 7 days, 20:02:54, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5680, loss_cls: 3.1384, loss: 3.1384, grad_norm: 2.2536 2020-07-25 08:56:01,551 - mmaction - INFO - Epoch [43][1280/3757] lr: 9.350e-02, eta: 7 days, 20:02:21, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2781, top5_acc: 0.5344, loss_cls: 3.3186, loss: 3.3186, grad_norm: 2.1888 2020-07-25 08:56:17,353 - mmaction - INFO - Epoch [43][1300/3757] lr: 9.350e-02, eta: 7 days, 20:01:49, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5617, loss_cls: 3.1410, loss: 3.1410, grad_norm: 2.1478 2020-07-25 08:56:33,177 - mmaction - INFO - Epoch [43][1320/3757] lr: 9.350e-02, eta: 7 days, 20:01:16, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5742, loss_cls: 3.1723, loss: 3.1723, grad_norm: 2.2159 2020-07-25 08:56:48,928 - mmaction - INFO - Epoch [43][1340/3757] lr: 9.350e-02, eta: 7 days, 20:00:43, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5805, loss_cls: 3.1369, loss: 3.1369, grad_norm: 2.1646 2020-07-25 08:57:04,757 - mmaction - INFO - Epoch [43][1360/3757] lr: 9.350e-02, eta: 7 days, 20:00:11, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5672, loss_cls: 3.1283, loss: 3.1283, grad_norm: 2.1893 2020-07-25 08:57:20,520 - mmaction - INFO - Epoch [43][1380/3757] lr: 9.350e-02, eta: 7 days, 19:59:37, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5727, loss_cls: 3.1368, loss: 3.1368, grad_norm: 2.1534 2020-07-25 08:57:36,319 - mmaction - INFO - Epoch [43][1400/3757] lr: 9.350e-02, eta: 7 days, 19:59:04, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5695, loss_cls: 3.2154, loss: 3.2154, grad_norm: 2.2163 2020-07-25 08:57:52,083 - mmaction - INFO - Epoch [43][1420/3757] lr: 9.350e-02, eta: 7 days, 19:58:31, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5750, loss_cls: 3.1453, loss: 3.1453, grad_norm: 2.1834 2020-07-25 08:58:07,913 - mmaction - INFO - Epoch [43][1440/3757] lr: 9.350e-02, eta: 7 days, 19:57:59, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5664, loss_cls: 3.1899, loss: 3.1899, grad_norm: 2.1840 2020-07-25 08:58:23,681 - mmaction - INFO - Epoch [43][1460/3757] lr: 9.350e-02, eta: 7 days, 19:57:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5500, loss_cls: 3.1891, loss: 3.1891, grad_norm: 2.1325 2020-07-25 08:58:39,510 - mmaction - INFO - Epoch [43][1480/3757] lr: 9.350e-02, eta: 7 days, 19:56:54, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5594, loss_cls: 3.1656, loss: 3.1656, grad_norm: 2.2375 2020-07-25 08:58:55,320 - mmaction - INFO - Epoch [43][1500/3757] lr: 9.350e-02, eta: 7 days, 19:56:21, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5617, loss_cls: 3.1835, loss: 3.1835, grad_norm: 2.1593 2020-07-25 08:59:11,048 - mmaction - INFO - Epoch [43][1520/3757] lr: 9.350e-02, eta: 7 days, 19:55:48, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5891, loss_cls: 3.1173, loss: 3.1173, grad_norm: 2.1335 2020-07-25 08:59:26,894 - mmaction - INFO - Epoch [43][1540/3757] lr: 9.350e-02, eta: 7 days, 19:55:16, time: 0.792, data_time: 0.011, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5914, loss_cls: 3.1169, loss: 3.1169, grad_norm: 2.2395 2020-07-25 08:59:42,631 - mmaction - INFO - Epoch [43][1560/3757] lr: 9.350e-02, eta: 7 days, 19:54:42, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5680, loss_cls: 3.2097, loss: 3.2097, grad_norm: 2.2844 2020-07-25 08:59:58,364 - mmaction - INFO - Epoch [43][1580/3757] lr: 9.350e-02, eta: 7 days, 19:54:09, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5578, loss_cls: 3.1906, loss: 3.1906, grad_norm: 2.1909 2020-07-25 09:00:19,602 - mmaction - INFO - Epoch [43][1600/3757] lr: 9.350e-02, eta: 7 days, 19:54:56, time: 1.059, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5695, loss_cls: 3.0984, loss: 3.0984, grad_norm: 2.1585 2020-07-25 09:00:35,380 - mmaction - INFO - Epoch [43][1620/3757] lr: 9.350e-02, eta: 7 days, 19:54:24, time: 0.791, data_time: 0.007, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5914, loss_cls: 3.0182, loss: 3.0182, grad_norm: 2.2135 2020-07-25 09:00:51,123 - mmaction - INFO - Epoch [43][1640/3757] lr: 9.350e-02, eta: 7 days, 19:53:50, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5656, loss_cls: 3.1810, loss: 3.1810, grad_norm: 2.2968 2020-07-25 09:01:06,984 - mmaction - INFO - Epoch [43][1660/3757] lr: 9.350e-02, eta: 7 days, 19:53:19, time: 0.794, data_time: 0.007, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5539, loss_cls: 3.1783, loss: 3.1783, grad_norm: 2.1878 2020-07-25 09:01:22,731 - mmaction - INFO - Epoch [43][1680/3757] lr: 9.350e-02, eta: 7 days, 19:52:45, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5555, loss_cls: 3.2391, loss: 3.2391, grad_norm: 2.1998 2020-07-25 09:01:38,529 - mmaction - INFO - Epoch [43][1700/3757] lr: 9.350e-02, eta: 7 days, 19:52:13, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2820, top5_acc: 0.5617, loss_cls: 3.2109, loss: 3.2109, grad_norm: 2.2340 2020-07-25 09:01:54,317 - mmaction - INFO - Epoch [43][1720/3757] lr: 9.350e-02, eta: 7 days, 19:51:40, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5484, loss_cls: 3.2458, loss: 3.2458, grad_norm: 2.2268 2020-07-25 09:02:10,099 - mmaction - INFO - Epoch [43][1740/3757] lr: 9.350e-02, eta: 7 days, 19:51:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5609, loss_cls: 3.1604, loss: 3.1604, grad_norm: 2.1400 2020-07-25 09:02:25,837 - mmaction - INFO - Epoch [43][1760/3757] lr: 9.350e-02, eta: 7 days, 19:50:34, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5617, loss_cls: 3.1647, loss: 3.1647, grad_norm: 2.2332 2020-07-25 09:02:41,613 - mmaction - INFO - Epoch [43][1780/3757] lr: 9.350e-02, eta: 7 days, 19:50:01, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5687, loss_cls: 3.1235, loss: 3.1235, grad_norm: 2.2000 2020-07-25 09:02:57,384 - mmaction - INFO - Epoch [43][1800/3757] lr: 9.350e-02, eta: 7 days, 19:49:28, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5805, loss_cls: 3.0903, loss: 3.0903, grad_norm: 2.1941 2020-07-25 09:03:13,214 - mmaction - INFO - Epoch [43][1820/3757] lr: 9.350e-02, eta: 7 days, 19:48:56, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5633, loss_cls: 3.1957, loss: 3.1957, grad_norm: 2.2014 2020-07-25 09:03:28,942 - mmaction - INFO - Epoch [43][1840/3757] lr: 9.350e-02, eta: 7 days, 19:48:23, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5711, loss_cls: 3.1740, loss: 3.1740, grad_norm: 2.1816 2020-07-25 09:03:44,739 - mmaction - INFO - Epoch [43][1860/3757] lr: 9.350e-02, eta: 7 days, 19:47:50, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5664, loss_cls: 3.1648, loss: 3.1648, grad_norm: 2.2008 2020-07-25 09:04:00,552 - mmaction - INFO - Epoch [43][1880/3757] lr: 9.350e-02, eta: 7 days, 19:47:18, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.0401, loss: 3.0401, grad_norm: 2.2063 2020-07-25 09:04:16,402 - mmaction - INFO - Epoch [43][1900/3757] lr: 9.350e-02, eta: 7 days, 19:46:46, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5773, loss_cls: 3.1260, loss: 3.1260, grad_norm: 2.1923 2020-07-25 09:04:32,155 - mmaction - INFO - Epoch [43][1920/3757] lr: 9.350e-02, eta: 7 days, 19:46:13, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5852, loss_cls: 3.0866, loss: 3.0866, grad_norm: 2.1945 2020-07-25 09:04:47,894 - mmaction - INFO - Epoch [43][1940/3757] lr: 9.350e-02, eta: 7 days, 19:45:40, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6266, loss_cls: 2.9373, loss: 2.9373, grad_norm: 2.1512 2020-07-25 09:05:03,708 - mmaction - INFO - Epoch [43][1960/3757] lr: 9.350e-02, eta: 7 days, 19:45:08, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5539, loss_cls: 3.1617, loss: 3.1617, grad_norm: 2.2274 2020-07-25 09:05:19,402 - mmaction - INFO - Epoch [43][1980/3757] lr: 9.350e-02, eta: 7 days, 19:44:34, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5758, loss_cls: 3.1020, loss: 3.1020, grad_norm: 2.1749 2020-07-25 09:05:35,198 - mmaction - INFO - Epoch [43][2000/3757] lr: 9.350e-02, eta: 7 days, 19:44:01, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2852, top5_acc: 0.5664, loss_cls: 3.1601, loss: 3.1601, grad_norm: 2.2143 2020-07-25 09:05:50,968 - mmaction - INFO - Epoch [43][2020/3757] lr: 9.350e-02, eta: 7 days, 19:43:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5625, loss_cls: 3.1449, loss: 3.1449, grad_norm: 2.2200 2020-07-25 09:06:06,818 - mmaction - INFO - Epoch [43][2040/3757] lr: 9.350e-02, eta: 7 days, 19:42:57, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5445, loss_cls: 3.2585, loss: 3.2585, grad_norm: 2.1999 2020-07-25 09:06:22,496 - mmaction - INFO - Epoch [43][2060/3757] lr: 9.350e-02, eta: 7 days, 19:42:23, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5687, loss_cls: 3.1169, loss: 3.1169, grad_norm: 2.2325 2020-07-25 09:06:38,238 - mmaction - INFO - Epoch [43][2080/3757] lr: 9.350e-02, eta: 7 days, 19:41:50, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5422, loss_cls: 3.2914, loss: 3.2914, grad_norm: 2.2615 2020-07-25 09:06:54,032 - mmaction - INFO - Epoch [43][2100/3757] lr: 9.350e-02, eta: 7 days, 19:41:17, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5648, loss_cls: 3.2175, loss: 3.2175, grad_norm: 2.1832 2020-07-25 09:07:09,744 - mmaction - INFO - Epoch [43][2120/3757] lr: 9.350e-02, eta: 7 days, 19:40:44, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5766, loss_cls: 3.1129, loss: 3.1129, grad_norm: 2.1993 2020-07-25 09:07:25,626 - mmaction - INFO - Epoch [43][2140/3757] lr: 9.350e-02, eta: 7 days, 19:40:12, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5695, loss_cls: 3.1336, loss: 3.1336, grad_norm: 2.2391 2020-07-25 09:07:41,430 - mmaction - INFO - Epoch [43][2160/3757] lr: 9.350e-02, eta: 7 days, 19:39:41, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5906, loss_cls: 3.0715, loss: 3.0715, grad_norm: 2.2565 2020-07-25 09:07:57,219 - mmaction - INFO - Epoch [43][2180/3757] lr: 9.350e-02, eta: 7 days, 19:39:08, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5555, loss_cls: 3.1961, loss: 3.1961, grad_norm: 2.2495 2020-07-25 09:08:13,051 - mmaction - INFO - Epoch [43][2200/3757] lr: 9.350e-02, eta: 7 days, 19:38:37, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5883, loss_cls: 3.1022, loss: 3.1022, grad_norm: 2.1782 2020-07-25 09:08:28,845 - mmaction - INFO - Epoch [43][2220/3757] lr: 9.350e-02, eta: 7 days, 19:38:04, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5703, loss_cls: 3.1246, loss: 3.1246, grad_norm: 2.1760 2020-07-25 09:08:44,775 - mmaction - INFO - Epoch [43][2240/3757] lr: 9.350e-02, eta: 7 days, 19:37:33, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5711, loss_cls: 3.0729, loss: 3.0729, grad_norm: 2.1973 2020-07-25 09:09:00,528 - mmaction - INFO - Epoch [43][2260/3757] lr: 9.350e-02, eta: 7 days, 19:37:01, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5516, loss_cls: 3.2325, loss: 3.2325, grad_norm: 2.2323 2020-07-25 09:09:16,339 - mmaction - INFO - Epoch [43][2280/3757] lr: 9.350e-02, eta: 7 days, 19:36:29, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5523, loss_cls: 3.2253, loss: 3.2253, grad_norm: 2.2586 2020-07-25 09:09:32,071 - mmaction - INFO - Epoch [43][2300/3757] lr: 9.350e-02, eta: 7 days, 19:35:55, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5523, loss_cls: 3.2220, loss: 3.2220, grad_norm: 2.2218 2020-07-25 09:09:47,932 - mmaction - INFO - Epoch [43][2320/3757] lr: 9.350e-02, eta: 7 days, 19:35:25, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5680, loss_cls: 3.1193, loss: 3.1193, grad_norm: 2.2217 2020-07-25 09:10:03,713 - mmaction - INFO - Epoch [43][2340/3757] lr: 9.350e-02, eta: 7 days, 19:34:52, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0641, loss: 3.0641, grad_norm: 2.2038 2020-07-25 09:10:19,381 - mmaction - INFO - Epoch [43][2360/3757] lr: 9.350e-02, eta: 7 days, 19:34:18, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5695, loss_cls: 3.2161, loss: 3.2161, grad_norm: 2.2763 2020-07-25 09:10:35,133 - mmaction - INFO - Epoch [43][2380/3757] lr: 9.350e-02, eta: 7 days, 19:33:45, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5672, loss_cls: 3.2150, loss: 3.2150, grad_norm: 2.2386 2020-07-25 09:10:51,333 - mmaction - INFO - Epoch [43][2400/3757] lr: 9.350e-02, eta: 7 days, 19:33:19, time: 0.810, data_time: 0.021, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5602, loss_cls: 3.2312, loss: 3.2312, grad_norm: 2.2190 2020-07-25 09:11:07,118 - mmaction - INFO - Epoch [43][2420/3757] lr: 9.350e-02, eta: 7 days, 19:32:47, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5820, loss_cls: 3.1277, loss: 3.1277, grad_norm: 2.1872 2020-07-25 09:11:22,912 - mmaction - INFO - Epoch [43][2440/3757] lr: 9.350e-02, eta: 7 days, 19:32:15, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5594, loss_cls: 3.2114, loss: 3.2114, grad_norm: 2.2259 2020-07-25 09:11:38,748 - mmaction - INFO - Epoch [43][2460/3757] lr: 9.350e-02, eta: 7 days, 19:31:43, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5750, loss_cls: 3.1739, loss: 3.1739, grad_norm: 2.1546 2020-07-25 09:11:54,516 - mmaction - INFO - Epoch [43][2480/3757] lr: 9.350e-02, eta: 7 days, 19:31:10, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5625, loss_cls: 3.1939, loss: 3.1939, grad_norm: 2.1638 2020-07-25 09:12:10,298 - mmaction - INFO - Epoch [43][2500/3757] lr: 9.350e-02, eta: 7 days, 19:30:38, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5484, loss_cls: 3.2264, loss: 3.2264, grad_norm: 2.1824 2020-07-25 09:12:26,023 - mmaction - INFO - Epoch [43][2520/3757] lr: 9.350e-02, eta: 7 days, 19:30:05, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5523, loss_cls: 3.2087, loss: 3.2087, grad_norm: 2.2038 2020-07-25 09:12:41,797 - mmaction - INFO - Epoch [43][2540/3757] lr: 9.350e-02, eta: 7 days, 19:29:33, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.1780, loss: 3.1780, grad_norm: 2.1966 2020-07-25 09:12:57,615 - mmaction - INFO - Epoch [43][2560/3757] lr: 9.350e-02, eta: 7 days, 19:29:01, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5633, loss_cls: 3.1477, loss: 3.1477, grad_norm: 2.2014 2020-07-25 09:13:13,399 - mmaction - INFO - Epoch [43][2580/3757] lr: 9.350e-02, eta: 7 days, 19:28:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.1704, loss: 3.1704, grad_norm: 2.2008 2020-07-25 09:13:29,238 - mmaction - INFO - Epoch [43][2600/3757] lr: 9.350e-02, eta: 7 days, 19:27:57, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5516, loss_cls: 3.2426, loss: 3.2426, grad_norm: 2.2380 2020-07-25 09:13:45,002 - mmaction - INFO - Epoch [43][2620/3757] lr: 9.350e-02, eta: 7 days, 19:27:25, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1931, loss: 3.1931, grad_norm: 2.2589 2020-07-25 09:14:00,773 - mmaction - INFO - Epoch [43][2640/3757] lr: 9.350e-02, eta: 7 days, 19:26:52, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5727, loss_cls: 3.1379, loss: 3.1379, grad_norm: 2.2229 2020-07-25 09:14:16,543 - mmaction - INFO - Epoch [43][2660/3757] lr: 9.350e-02, eta: 7 days, 19:26:20, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5891, loss_cls: 3.0818, loss: 3.0818, grad_norm: 2.1942 2020-07-25 09:14:32,386 - mmaction - INFO - Epoch [43][2680/3757] lr: 9.350e-02, eta: 7 days, 19:25:49, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5563, loss_cls: 3.2649, loss: 3.2649, grad_norm: 2.2568 2020-07-25 09:14:48,151 - mmaction - INFO - Epoch [43][2700/3757] lr: 9.350e-02, eta: 7 days, 19:25:16, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5758, loss_cls: 3.0786, loss: 3.0786, grad_norm: 2.2436 2020-07-25 09:15:03,973 - mmaction - INFO - Epoch [43][2720/3757] lr: 9.350e-02, eta: 7 days, 19:24:45, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5867, loss_cls: 3.0901, loss: 3.0901, grad_norm: 2.2356 2020-07-25 09:15:19,681 - mmaction - INFO - Epoch [43][2740/3757] lr: 9.350e-02, eta: 7 days, 19:24:11, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5797, loss_cls: 3.1486, loss: 3.1486, grad_norm: 2.2672 2020-07-25 09:15:35,491 - mmaction - INFO - Epoch [43][2760/3757] lr: 9.350e-02, eta: 7 days, 19:23:40, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5742, loss_cls: 3.1085, loss: 3.1085, grad_norm: 2.2046 2020-07-25 09:15:51,316 - mmaction - INFO - Epoch [43][2780/3757] lr: 9.350e-02, eta: 7 days, 19:23:08, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5711, loss_cls: 3.1442, loss: 3.1442, grad_norm: 2.2149 2020-07-25 09:16:07,147 - mmaction - INFO - Epoch [43][2800/3757] lr: 9.350e-02, eta: 7 days, 19:22:37, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5594, loss_cls: 3.2017, loss: 3.2017, grad_norm: 2.2404 2020-07-25 09:16:22,924 - mmaction - INFO - Epoch [43][2820/3757] lr: 9.350e-02, eta: 7 days, 19:22:05, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5648, loss_cls: 3.1729, loss: 3.1729, grad_norm: 2.1426 2020-07-25 09:16:38,801 - mmaction - INFO - Epoch [43][2840/3757] lr: 9.350e-02, eta: 7 days, 19:21:34, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5555, loss_cls: 3.1681, loss: 3.1681, grad_norm: 2.1987 2020-07-25 09:16:54,641 - mmaction - INFO - Epoch [43][2860/3757] lr: 9.350e-02, eta: 7 days, 19:21:03, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5617, loss_cls: 3.1250, loss: 3.1250, grad_norm: 2.2132 2020-07-25 09:17:10,323 - mmaction - INFO - Epoch [43][2880/3757] lr: 9.350e-02, eta: 7 days, 19:20:29, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5844, loss_cls: 3.1190, loss: 3.1190, grad_norm: 2.2405 2020-07-25 09:17:26,102 - mmaction - INFO - Epoch [43][2900/3757] lr: 9.350e-02, eta: 7 days, 19:19:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5555, loss_cls: 3.1972, loss: 3.1972, grad_norm: 2.1921 2020-07-25 09:17:41,833 - mmaction - INFO - Epoch [43][2920/3757] lr: 9.350e-02, eta: 7 days, 19:19:24, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5664, loss_cls: 3.1805, loss: 3.1805, grad_norm: 2.2294 2020-07-25 09:17:57,692 - mmaction - INFO - Epoch [43][2940/3757] lr: 9.350e-02, eta: 7 days, 19:18:53, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5836, loss_cls: 3.0652, loss: 3.0652, grad_norm: 2.1694 2020-07-25 09:18:13,486 - mmaction - INFO - Epoch [43][2960/3757] lr: 9.350e-02, eta: 7 days, 19:18:21, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5352, loss_cls: 3.2790, loss: 3.2790, grad_norm: 2.2567 2020-07-25 09:18:29,358 - mmaction - INFO - Epoch [43][2980/3757] lr: 9.350e-02, eta: 7 days, 19:17:50, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5711, loss_cls: 3.1296, loss: 3.1296, grad_norm: 2.1961 2020-07-25 09:18:45,206 - mmaction - INFO - Epoch [43][3000/3757] lr: 9.350e-02, eta: 7 days, 19:17:19, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5773, loss_cls: 3.0825, loss: 3.0825, grad_norm: 2.1807 2020-07-25 09:19:01,076 - mmaction - INFO - Epoch [43][3020/3757] lr: 9.350e-02, eta: 7 days, 19:16:49, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5781, loss_cls: 3.1793, loss: 3.1793, grad_norm: 2.2626 2020-07-25 09:19:16,943 - mmaction - INFO - Epoch [43][3040/3757] lr: 9.350e-02, eta: 7 days, 19:16:18, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5453, loss_cls: 3.2836, loss: 3.2836, grad_norm: 2.2156 2020-07-25 09:19:32,786 - mmaction - INFO - Epoch [43][3060/3757] lr: 9.350e-02, eta: 7 days, 19:15:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5883, loss_cls: 3.0480, loss: 3.0480, grad_norm: 2.2306 2020-07-25 09:19:48,560 - mmaction - INFO - Epoch [43][3080/3757] lr: 9.350e-02, eta: 7 days, 19:15:15, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5711, loss_cls: 3.1329, loss: 3.1329, grad_norm: 2.2712 2020-07-25 09:20:04,395 - mmaction - INFO - Epoch [43][3100/3757] lr: 9.350e-02, eta: 7 days, 19:14:44, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5797, loss_cls: 3.0770, loss: 3.0770, grad_norm: 2.2174 2020-07-25 09:20:20,076 - mmaction - INFO - Epoch [43][3120/3757] lr: 9.350e-02, eta: 7 days, 19:14:10, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5742, loss_cls: 3.2195, loss: 3.2195, grad_norm: 2.2471 2020-07-25 09:20:35,963 - mmaction - INFO - Epoch [43][3140/3757] lr: 9.350e-02, eta: 7 days, 19:13:40, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5672, loss_cls: 3.1637, loss: 3.1637, grad_norm: 2.1669 2020-07-25 09:20:51,748 - mmaction - INFO - Epoch [43][3160/3757] lr: 9.350e-02, eta: 7 days, 19:13:08, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5898, loss_cls: 3.0987, loss: 3.0987, grad_norm: 2.1937 2020-07-25 09:21:07,591 - mmaction - INFO - Epoch [43][3180/3757] lr: 9.350e-02, eta: 7 days, 19:12:37, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5617, loss_cls: 3.1282, loss: 3.1282, grad_norm: 2.2552 2020-07-25 09:21:23,452 - mmaction - INFO - Epoch [43][3200/3757] lr: 9.350e-02, eta: 7 days, 19:12:06, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6008, loss_cls: 3.0723, loss: 3.0723, grad_norm: 2.1972 2020-07-25 09:21:39,297 - mmaction - INFO - Epoch [43][3220/3757] lr: 9.350e-02, eta: 7 days, 19:11:35, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5875, loss_cls: 3.1157, loss: 3.1157, grad_norm: 2.1974 2020-07-25 09:21:55,077 - mmaction - INFO - Epoch [43][3240/3757] lr: 9.350e-02, eta: 7 days, 19:11:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5531, loss_cls: 3.2422, loss: 3.2422, grad_norm: 2.2222 2020-07-25 09:22:10,914 - mmaction - INFO - Epoch [43][3260/3757] lr: 9.350e-02, eta: 7 days, 19:10:32, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5586, loss_cls: 3.1660, loss: 3.1660, grad_norm: 2.2696 2020-07-25 09:22:26,650 - mmaction - INFO - Epoch [43][3280/3757] lr: 9.350e-02, eta: 7 days, 19:10:00, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5648, loss_cls: 3.0806, loss: 3.0806, grad_norm: 2.2442 2020-07-25 09:22:42,421 - mmaction - INFO - Epoch [43][3300/3757] lr: 9.350e-02, eta: 7 days, 19:09:28, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5680, loss_cls: 3.2280, loss: 3.2280, grad_norm: 2.2444 2020-07-25 09:22:58,251 - mmaction - INFO - Epoch [43][3320/3757] lr: 9.350e-02, eta: 7 days, 19:08:56, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5734, loss_cls: 3.1046, loss: 3.1046, grad_norm: 2.1804 2020-07-25 09:23:14,010 - mmaction - INFO - Epoch [43][3340/3757] lr: 9.350e-02, eta: 7 days, 19:08:24, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5344, loss_cls: 3.2844, loss: 3.2844, grad_norm: 2.2310 2020-07-25 09:23:29,760 - mmaction - INFO - Epoch [43][3360/3757] lr: 9.350e-02, eta: 7 days, 19:07:52, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0578, loss: 3.0578, grad_norm: 2.1558 2020-07-25 09:23:45,536 - mmaction - INFO - Epoch [43][3380/3757] lr: 9.350e-02, eta: 7 days, 19:07:20, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5805, loss_cls: 3.0382, loss: 3.0382, grad_norm: 2.1812 2020-07-25 09:24:01,415 - mmaction - INFO - Epoch [43][3400/3757] lr: 9.350e-02, eta: 7 days, 19:06:50, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5539, loss_cls: 3.2351, loss: 3.2351, grad_norm: 2.1634 2020-07-25 09:24:17,154 - mmaction - INFO - Epoch [43][3420/3757] lr: 9.350e-02, eta: 7 days, 19:06:17, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5820, loss_cls: 3.1265, loss: 3.1265, grad_norm: 2.2243 2020-07-25 09:24:32,934 - mmaction - INFO - Epoch [43][3440/3757] lr: 9.350e-02, eta: 7 days, 19:05:46, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5641, loss_cls: 3.1800, loss: 3.1800, grad_norm: 2.1973 2020-07-25 09:24:48,810 - mmaction - INFO - Epoch [43][3460/3757] lr: 9.350e-02, eta: 7 days, 19:05:15, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5711, loss_cls: 3.1716, loss: 3.1716, grad_norm: 2.2801 2020-07-25 09:25:04,601 - mmaction - INFO - Epoch [43][3480/3757] lr: 9.350e-02, eta: 7 days, 19:04:44, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5469, loss_cls: 3.2554, loss: 3.2554, grad_norm: 2.2280 2020-07-25 09:25:20,329 - mmaction - INFO - Epoch [43][3500/3757] lr: 9.350e-02, eta: 7 days, 19:04:11, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5781, loss_cls: 3.1486, loss: 3.1486, grad_norm: 2.1895 2020-07-25 09:25:36,199 - mmaction - INFO - Epoch [43][3520/3757] lr: 9.350e-02, eta: 7 days, 19:03:41, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5695, loss_cls: 3.1675, loss: 3.1675, grad_norm: 2.2022 2020-07-25 09:25:51,946 - mmaction - INFO - Epoch [43][3540/3757] lr: 9.350e-02, eta: 7 days, 19:03:08, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5867, loss_cls: 3.1102, loss: 3.1102, grad_norm: 2.2267 2020-07-25 09:26:07,694 - mmaction - INFO - Epoch [43][3560/3757] lr: 9.350e-02, eta: 7 days, 19:02:36, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5602, loss_cls: 3.1636, loss: 3.1636, grad_norm: 2.2423 2020-07-25 09:26:23,519 - mmaction - INFO - Epoch [43][3580/3757] lr: 9.350e-02, eta: 7 days, 19:02:05, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5617, loss_cls: 3.2182, loss: 3.2182, grad_norm: 2.2747 2020-07-25 09:26:39,261 - mmaction - INFO - Epoch [43][3600/3757] lr: 9.350e-02, eta: 7 days, 19:01:33, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5719, loss_cls: 3.1190, loss: 3.1190, grad_norm: 2.2019 2020-07-25 09:26:55,155 - mmaction - INFO - Epoch [43][3620/3757] lr: 9.350e-02, eta: 7 days, 19:01:03, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5773, loss_cls: 3.1365, loss: 3.1365, grad_norm: 2.2604 2020-07-25 09:27:10,835 - mmaction - INFO - Epoch [43][3640/3757] lr: 9.350e-02, eta: 7 days, 19:00:30, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5430, loss_cls: 3.1951, loss: 3.1951, grad_norm: 2.2350 2020-07-25 09:27:26,575 - mmaction - INFO - Epoch [43][3660/3757] lr: 9.350e-02, eta: 7 days, 18:59:57, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5586, loss_cls: 3.1666, loss: 3.1666, grad_norm: 2.2572 2020-07-25 09:27:42,343 - mmaction - INFO - Epoch [43][3680/3757] lr: 9.350e-02, eta: 7 days, 18:59:26, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5641, loss_cls: 3.1507, loss: 3.1507, grad_norm: 2.2247 2020-07-25 09:27:58,146 - mmaction - INFO - Epoch [43][3700/3757] lr: 9.350e-02, eta: 7 days, 18:58:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5727, loss_cls: 3.1735, loss: 3.1735, grad_norm: 2.1826 2020-07-25 09:28:13,967 - mmaction - INFO - Epoch [43][3720/3757] lr: 9.350e-02, eta: 7 days, 18:58:23, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5648, loss_cls: 3.1826, loss: 3.1826, grad_norm: 2.2293 2020-07-25 09:28:29,734 - mmaction - INFO - Epoch [43][3740/3757] lr: 9.350e-02, eta: 7 days, 18:57:51, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5547, loss_cls: 3.1911, loss: 3.1911, grad_norm: 2.1678 2020-07-25 09:31:48,943 - mmaction - INFO - Epoch [44][20/3757] lr: 9.320e-02, eta: 7 days, 19:32:18, time: 8.946, data_time: 8.060, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5609, loss_cls: 3.1259, loss: 3.1259, grad_norm: 2.2180 2020-07-25 09:32:04,795 - mmaction - INFO - Epoch [44][40/3757] lr: 9.320e-02, eta: 7 days, 19:31:47, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5422, loss_cls: 3.2224, loss: 3.2224, grad_norm: 2.2246 2020-07-25 09:32:20,545 - mmaction - INFO - Epoch [44][60/3757] lr: 9.320e-02, eta: 7 days, 19:31:14, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5945, loss_cls: 3.0554, loss: 3.0554, grad_norm: 2.2039 2020-07-25 09:32:36,348 - mmaction - INFO - Epoch [44][80/3757] lr: 9.320e-02, eta: 7 days, 19:30:42, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5797, loss_cls: 3.0893, loss: 3.0893, grad_norm: 2.1951 2020-07-25 09:32:52,155 - mmaction - INFO - Epoch [44][100/3757] lr: 9.320e-02, eta: 7 days, 19:30:10, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5727, loss_cls: 3.1165, loss: 3.1165, grad_norm: 2.2625 2020-07-25 09:33:07,965 - mmaction - INFO - Epoch [44][120/3757] lr: 9.320e-02, eta: 7 days, 19:29:38, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5563, loss_cls: 3.1557, loss: 3.1557, grad_norm: 2.2548 2020-07-25 09:33:23,834 - mmaction - INFO - Epoch [44][140/3757] lr: 9.320e-02, eta: 7 days, 19:29:07, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5687, loss_cls: 3.1614, loss: 3.1614, grad_norm: 2.2011 2020-07-25 09:33:39,664 - mmaction - INFO - Epoch [44][160/3757] lr: 9.320e-02, eta: 7 days, 19:28:35, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5883, loss_cls: 3.0588, loss: 3.0588, grad_norm: 2.1787 2020-07-25 09:33:55,495 - mmaction - INFO - Epoch [44][180/3757] lr: 9.320e-02, eta: 7 days, 19:28:04, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5586, loss_cls: 3.0937, loss: 3.0937, grad_norm: 2.2407 2020-07-25 09:34:11,294 - mmaction - INFO - Epoch [44][200/3757] lr: 9.320e-02, eta: 7 days, 19:27:32, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5703, loss_cls: 3.1304, loss: 3.1304, grad_norm: 2.2456 2020-07-25 09:34:27,070 - mmaction - INFO - Epoch [44][220/3757] lr: 9.320e-02, eta: 7 days, 19:26:59, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.6023, loss_cls: 3.0269, loss: 3.0269, grad_norm: 2.2815 2020-07-25 09:34:42,894 - mmaction - INFO - Epoch [44][240/3757] lr: 9.320e-02, eta: 7 days, 19:26:28, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5578, loss_cls: 3.1906, loss: 3.1906, grad_norm: 2.2279 2020-07-25 09:34:58,746 - mmaction - INFO - Epoch [44][260/3757] lr: 9.320e-02, eta: 7 days, 19:25:56, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5750, loss_cls: 3.1278, loss: 3.1278, grad_norm: 2.2645 2020-07-25 09:35:14,641 - mmaction - INFO - Epoch [44][280/3757] lr: 9.320e-02, eta: 7 days, 19:25:26, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5484, loss_cls: 3.2153, loss: 3.2153, grad_norm: 2.2053 2020-07-25 09:35:30,495 - mmaction - INFO - Epoch [44][300/3757] lr: 9.320e-02, eta: 7 days, 19:24:55, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5555, loss_cls: 3.1913, loss: 3.1913, grad_norm: 2.1653 2020-07-25 09:35:46,257 - mmaction - INFO - Epoch [44][320/3757] lr: 9.320e-02, eta: 7 days, 19:24:22, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5867, loss_cls: 3.0895, loss: 3.0895, grad_norm: 2.1812 2020-07-25 09:36:02,141 - mmaction - INFO - Epoch [44][340/3757] lr: 9.320e-02, eta: 7 days, 19:23:51, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5641, loss_cls: 3.1262, loss: 3.1262, grad_norm: 2.1906 2020-07-25 09:36:17,895 - mmaction - INFO - Epoch [44][360/3757] lr: 9.320e-02, eta: 7 days, 19:23:19, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5500, loss_cls: 3.1980, loss: 3.1980, grad_norm: 2.1825 2020-07-25 09:36:33,719 - mmaction - INFO - Epoch [44][380/3757] lr: 9.320e-02, eta: 7 days, 19:22:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.1896, loss: 3.1896, grad_norm: 2.1685 2020-07-25 09:36:49,508 - mmaction - INFO - Epoch [44][400/3757] lr: 9.320e-02, eta: 7 days, 19:22:15, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5828, loss_cls: 3.1079, loss: 3.1079, grad_norm: 2.2449 2020-07-25 09:37:05,449 - mmaction - INFO - Epoch [44][420/3757] lr: 9.320e-02, eta: 7 days, 19:21:45, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5687, loss_cls: 3.1731, loss: 3.1731, grad_norm: 2.1932 2020-07-25 09:37:21,171 - mmaction - INFO - Epoch [44][440/3757] lr: 9.320e-02, eta: 7 days, 19:21:12, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5742, loss_cls: 3.0896, loss: 3.0896, grad_norm: 2.2759 2020-07-25 09:37:37,041 - mmaction - INFO - Epoch [44][460/3757] lr: 9.320e-02, eta: 7 days, 19:20:41, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5820, loss_cls: 3.0268, loss: 3.0268, grad_norm: 2.2127 2020-07-25 09:37:52,783 - mmaction - INFO - Epoch [44][480/3757] lr: 9.320e-02, eta: 7 days, 19:20:09, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5797, loss_cls: 3.1252, loss: 3.1252, grad_norm: 2.2264 2020-07-25 09:38:08,621 - mmaction - INFO - Epoch [44][500/3757] lr: 9.320e-02, eta: 7 days, 19:19:37, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5766, loss_cls: 3.0995, loss: 3.0995, grad_norm: 2.2568 2020-07-25 09:38:24,379 - mmaction - INFO - Epoch [44][520/3757] lr: 9.320e-02, eta: 7 days, 19:19:05, time: 0.790, data_time: 0.006, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5469, loss_cls: 3.1972, loss: 3.1972, grad_norm: 2.1844 2020-07-25 09:38:40,257 - mmaction - INFO - Epoch [44][540/3757] lr: 9.320e-02, eta: 7 days, 19:18:34, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5844, loss_cls: 3.0581, loss: 3.0581, grad_norm: 2.1895 2020-07-25 09:38:56,040 - mmaction - INFO - Epoch [44][560/3757] lr: 9.320e-02, eta: 7 days, 19:18:02, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5687, loss_cls: 3.1101, loss: 3.1101, grad_norm: 2.2269 2020-07-25 09:39:11,790 - mmaction - INFO - Epoch [44][580/3757] lr: 9.320e-02, eta: 7 days, 19:17:30, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5711, loss_cls: 3.1444, loss: 3.1444, grad_norm: 2.2426 2020-07-25 09:39:27,644 - mmaction - INFO - Epoch [44][600/3757] lr: 9.320e-02, eta: 7 days, 19:16:59, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5703, loss_cls: 3.2207, loss: 3.2207, grad_norm: 2.2108 2020-07-25 09:39:43,422 - mmaction - INFO - Epoch [44][620/3757] lr: 9.320e-02, eta: 7 days, 19:16:26, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5719, loss_cls: 3.1421, loss: 3.1421, grad_norm: 2.2575 2020-07-25 09:39:59,158 - mmaction - INFO - Epoch [44][640/3757] lr: 9.320e-02, eta: 7 days, 19:15:54, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5547, loss_cls: 3.1812, loss: 3.1812, grad_norm: 2.1232 2020-07-25 09:40:14,959 - mmaction - INFO - Epoch [44][660/3757] lr: 9.320e-02, eta: 7 days, 19:15:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5766, loss_cls: 3.1790, loss: 3.1790, grad_norm: 2.1607 2020-07-25 09:40:30,776 - mmaction - INFO - Epoch [44][680/3757] lr: 9.320e-02, eta: 7 days, 19:14:50, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5977, loss_cls: 3.0190, loss: 3.0190, grad_norm: 2.1232 2020-07-25 09:40:46,593 - mmaction - INFO - Epoch [44][700/3757] lr: 9.320e-02, eta: 7 days, 19:14:19, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5523, loss_cls: 3.1599, loss: 3.1599, grad_norm: 2.2803 2020-07-25 09:41:02,402 - mmaction - INFO - Epoch [44][720/3757] lr: 9.320e-02, eta: 7 days, 19:13:47, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5789, loss_cls: 3.0753, loss: 3.0753, grad_norm: 2.2007 2020-07-25 09:41:18,246 - mmaction - INFO - Epoch [44][740/3757] lr: 9.320e-02, eta: 7 days, 19:13:16, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5711, loss_cls: 3.0988, loss: 3.0988, grad_norm: 2.2407 2020-07-25 09:41:33,991 - mmaction - INFO - Epoch [44][760/3757] lr: 9.320e-02, eta: 7 days, 19:12:44, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5891, loss_cls: 3.0469, loss: 3.0469, grad_norm: 2.2069 2020-07-25 09:41:49,834 - mmaction - INFO - Epoch [44][780/3757] lr: 9.320e-02, eta: 7 days, 19:12:13, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5711, loss_cls: 3.1607, loss: 3.1607, grad_norm: 2.2743 2020-07-25 09:42:05,577 - mmaction - INFO - Epoch [44][800/3757] lr: 9.320e-02, eta: 7 days, 19:11:40, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5891, loss_cls: 3.0658, loss: 3.0658, grad_norm: 2.1764 2020-07-25 09:42:21,329 - mmaction - INFO - Epoch [44][820/3757] lr: 9.320e-02, eta: 7 days, 19:11:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5641, loss_cls: 3.1237, loss: 3.1237, grad_norm: 2.2081 2020-07-25 09:42:37,172 - mmaction - INFO - Epoch [44][840/3757] lr: 9.320e-02, eta: 7 days, 19:10:37, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5727, loss_cls: 3.0639, loss: 3.0639, grad_norm: 2.1550 2020-07-25 09:42:52,974 - mmaction - INFO - Epoch [44][860/3757] lr: 9.320e-02, eta: 7 days, 19:10:05, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5984, loss_cls: 3.0383, loss: 3.0383, grad_norm: 2.2360 2020-07-25 09:43:08,766 - mmaction - INFO - Epoch [44][880/3757] lr: 9.320e-02, eta: 7 days, 19:09:34, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5594, loss_cls: 3.1501, loss: 3.1501, grad_norm: 2.2247 2020-07-25 09:43:24,560 - mmaction - INFO - Epoch [44][900/3757] lr: 9.320e-02, eta: 7 days, 19:09:02, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5578, loss_cls: 3.1883, loss: 3.1883, grad_norm: 2.1909 2020-07-25 09:43:40,428 - mmaction - INFO - Epoch [44][920/3757] lr: 9.320e-02, eta: 7 days, 19:08:31, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5602, loss_cls: 3.2961, loss: 3.2961, grad_norm: 2.2455 2020-07-25 09:43:56,198 - mmaction - INFO - Epoch [44][940/3757] lr: 9.320e-02, eta: 7 days, 19:07:59, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5742, loss_cls: 3.1489, loss: 3.1489, grad_norm: 2.2101 2020-07-25 09:44:11,995 - mmaction - INFO - Epoch [44][960/3757] lr: 9.320e-02, eta: 7 days, 19:07:28, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5617, loss_cls: 3.1993, loss: 3.1993, grad_norm: 2.2497 2020-07-25 09:44:27,812 - mmaction - INFO - Epoch [44][980/3757] lr: 9.320e-02, eta: 7 days, 19:06:56, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5711, loss_cls: 3.1051, loss: 3.1051, grad_norm: 2.1621 2020-07-25 09:44:43,603 - mmaction - INFO - Epoch [44][1000/3757] lr: 9.320e-02, eta: 7 days, 19:06:24, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5492, loss_cls: 3.1821, loss: 3.1821, grad_norm: 2.2409 2020-07-25 09:44:59,408 - mmaction - INFO - Epoch [44][1020/3757] lr: 9.320e-02, eta: 7 days, 19:05:53, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 2.9953, loss: 2.9953, grad_norm: 2.1393 2020-07-25 09:45:15,301 - mmaction - INFO - Epoch [44][1040/3757] lr: 9.320e-02, eta: 7 days, 19:05:22, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5586, loss_cls: 3.2170, loss: 3.2170, grad_norm: 2.2558 2020-07-25 09:45:31,057 - mmaction - INFO - Epoch [44][1060/3757] lr: 9.320e-02, eta: 7 days, 19:04:51, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5930, loss_cls: 3.0197, loss: 3.0197, grad_norm: 2.1627 2020-07-25 09:45:46,902 - mmaction - INFO - Epoch [44][1080/3757] lr: 9.320e-02, eta: 7 days, 19:04:20, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5641, loss_cls: 3.1916, loss: 3.1916, grad_norm: 2.3070 2020-07-25 09:46:02,696 - mmaction - INFO - Epoch [44][1100/3757] lr: 9.320e-02, eta: 7 days, 19:03:48, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5805, loss_cls: 3.1426, loss: 3.1426, grad_norm: 2.1948 2020-07-25 09:46:18,601 - mmaction - INFO - Epoch [44][1120/3757] lr: 9.320e-02, eta: 7 days, 19:03:18, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5586, loss_cls: 3.1444, loss: 3.1444, grad_norm: 2.1727 2020-07-25 09:46:34,486 - mmaction - INFO - Epoch [44][1140/3757] lr: 9.320e-02, eta: 7 days, 19:02:48, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5664, loss_cls: 3.1784, loss: 3.1784, grad_norm: 2.2525 2020-07-25 09:46:50,489 - mmaction - INFO - Epoch [44][1160/3757] lr: 9.320e-02, eta: 7 days, 19:02:19, time: 0.800, data_time: 0.015, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5891, loss_cls: 3.0140, loss: 3.0140, grad_norm: 2.1881 2020-07-25 09:47:06,202 - mmaction - INFO - Epoch [44][1180/3757] lr: 9.320e-02, eta: 7 days, 19:01:46, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5664, loss_cls: 3.2093, loss: 3.2093, grad_norm: 2.2665 2020-07-25 09:47:22,018 - mmaction - INFO - Epoch [44][1200/3757] lr: 9.320e-02, eta: 7 days, 19:01:15, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5687, loss_cls: 3.1493, loss: 3.1493, grad_norm: 2.2044 2020-07-25 09:47:37,791 - mmaction - INFO - Epoch [44][1220/3757] lr: 9.320e-02, eta: 7 days, 19:00:43, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5641, loss_cls: 3.2356, loss: 3.2356, grad_norm: 2.1945 2020-07-25 09:47:53,519 - mmaction - INFO - Epoch [44][1240/3757] lr: 9.320e-02, eta: 7 days, 19:00:11, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5852, loss_cls: 3.0588, loss: 3.0588, grad_norm: 2.1232 2020-07-25 09:48:09,348 - mmaction - INFO - Epoch [44][1260/3757] lr: 9.320e-02, eta: 7 days, 18:59:40, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5633, loss_cls: 3.1289, loss: 3.1289, grad_norm: 2.2916 2020-07-25 09:48:25,137 - mmaction - INFO - Epoch [44][1280/3757] lr: 9.320e-02, eta: 7 days, 18:59:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5758, loss_cls: 3.1465, loss: 3.1465, grad_norm: 2.2007 2020-07-25 09:48:40,910 - mmaction - INFO - Epoch [44][1300/3757] lr: 9.320e-02, eta: 7 days, 18:58:36, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5633, loss_cls: 3.1950, loss: 3.1950, grad_norm: 2.2251 2020-07-25 09:48:56,738 - mmaction - INFO - Epoch [44][1320/3757] lr: 9.320e-02, eta: 7 days, 18:58:05, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5555, loss_cls: 3.2369, loss: 3.2369, grad_norm: 2.1697 2020-07-25 09:49:12,503 - mmaction - INFO - Epoch [44][1340/3757] lr: 9.320e-02, eta: 7 days, 18:57:34, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6008, loss_cls: 3.0212, loss: 3.0212, grad_norm: 2.2077 2020-07-25 09:49:28,315 - mmaction - INFO - Epoch [44][1360/3757] lr: 9.320e-02, eta: 7 days, 18:57:02, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5687, loss_cls: 3.1820, loss: 3.1820, grad_norm: 2.2707 2020-07-25 09:49:44,028 - mmaction - INFO - Epoch [44][1380/3757] lr: 9.320e-02, eta: 7 days, 18:56:30, time: 0.787, data_time: 0.005, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5586, loss_cls: 3.1986, loss: 3.1986, grad_norm: 2.1840 2020-07-25 09:49:59,820 - mmaction - INFO - Epoch [44][1400/3757] lr: 9.320e-02, eta: 7 days, 18:55:58, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.1424, loss: 3.1424, grad_norm: 2.1455 2020-07-25 09:50:15,819 - mmaction - INFO - Epoch [44][1420/3757] lr: 9.320e-02, eta: 7 days, 18:55:30, time: 0.802, data_time: 0.014, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5883, loss_cls: 3.0439, loss: 3.0439, grad_norm: 2.1302 2020-07-25 09:50:31,624 - mmaction - INFO - Epoch [44][1440/3757] lr: 9.320e-02, eta: 7 days, 18:54:58, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5805, loss_cls: 3.0315, loss: 3.0315, grad_norm: 2.2707 2020-07-25 09:50:47,374 - mmaction - INFO - Epoch [44][1460/3757] lr: 9.320e-02, eta: 7 days, 18:54:26, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5500, loss_cls: 3.2045, loss: 3.2045, grad_norm: 2.3055 2020-07-25 09:51:03,117 - mmaction - INFO - Epoch [44][1480/3757] lr: 9.320e-02, eta: 7 days, 18:53:54, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5578, loss_cls: 3.1662, loss: 3.1662, grad_norm: 2.2361 2020-07-25 09:51:18,915 - mmaction - INFO - Epoch [44][1500/3757] lr: 9.320e-02, eta: 7 days, 18:53:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5633, loss_cls: 3.1674, loss: 3.1674, grad_norm: 2.2576 2020-07-25 09:51:34,707 - mmaction - INFO - Epoch [44][1520/3757] lr: 9.320e-02, eta: 7 days, 18:52:52, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5617, loss_cls: 3.2231, loss: 3.2231, grad_norm: 2.2162 2020-07-25 09:51:50,465 - mmaction - INFO - Epoch [44][1540/3757] lr: 9.320e-02, eta: 7 days, 18:52:20, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5578, loss_cls: 3.1909, loss: 3.1909, grad_norm: 2.1840 2020-07-25 09:52:06,285 - mmaction - INFO - Epoch [44][1560/3757] lr: 9.320e-02, eta: 7 days, 18:51:49, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5711, loss_cls: 3.2149, loss: 3.2149, grad_norm: 2.2439 2020-07-25 09:52:22,020 - mmaction - INFO - Epoch [44][1580/3757] lr: 9.320e-02, eta: 7 days, 18:51:17, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5766, loss_cls: 3.1536, loss: 3.1536, grad_norm: 2.2370 2020-07-25 09:52:37,687 - mmaction - INFO - Epoch [44][1600/3757] lr: 9.320e-02, eta: 7 days, 18:50:44, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5687, loss_cls: 3.0924, loss: 3.0924, grad_norm: 2.2040 2020-07-25 09:52:53,573 - mmaction - INFO - Epoch [44][1620/3757] lr: 9.320e-02, eta: 7 days, 18:50:13, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5617, loss_cls: 3.1291, loss: 3.1291, grad_norm: 2.2571 2020-07-25 09:53:09,386 - mmaction - INFO - Epoch [44][1640/3757] lr: 9.320e-02, eta: 7 days, 18:49:42, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5703, loss_cls: 3.1354, loss: 3.1354, grad_norm: 2.1662 2020-07-25 09:53:25,163 - mmaction - INFO - Epoch [44][1660/3757] lr: 9.320e-02, eta: 7 days, 18:49:11, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5703, loss_cls: 3.1178, loss: 3.1178, grad_norm: 2.1615 2020-07-25 09:53:40,888 - mmaction - INFO - Epoch [44][1680/3757] lr: 9.320e-02, eta: 7 days, 18:48:38, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5703, loss_cls: 3.0940, loss: 3.0940, grad_norm: 2.2150 2020-07-25 09:53:56,632 - mmaction - INFO - Epoch [44][1700/3757] lr: 9.320e-02, eta: 7 days, 18:48:07, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5742, loss_cls: 3.1363, loss: 3.1363, grad_norm: 2.2586 2020-07-25 09:54:12,392 - mmaction - INFO - Epoch [44][1720/3757] lr: 9.320e-02, eta: 7 days, 18:47:35, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5383, loss_cls: 3.2520, loss: 3.2520, grad_norm: 2.2011 2020-07-25 09:54:28,133 - mmaction - INFO - Epoch [44][1740/3757] lr: 9.320e-02, eta: 7 days, 18:47:03, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5789, loss_cls: 3.1219, loss: 3.1219, grad_norm: 2.2587 2020-07-25 09:54:43,906 - mmaction - INFO - Epoch [44][1760/3757] lr: 9.320e-02, eta: 7 days, 18:46:31, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5656, loss_cls: 3.1050, loss: 3.1050, grad_norm: 2.1557 2020-07-25 09:54:59,741 - mmaction - INFO - Epoch [44][1780/3757] lr: 9.320e-02, eta: 7 days, 18:46:01, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5938, loss_cls: 3.0450, loss: 3.0450, grad_norm: 2.1669 2020-07-25 09:55:15,518 - mmaction - INFO - Epoch [44][1800/3757] lr: 9.320e-02, eta: 7 days, 18:45:29, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5750, loss_cls: 3.1916, loss: 3.1916, grad_norm: 2.1934 2020-07-25 09:55:31,340 - mmaction - INFO - Epoch [44][1820/3757] lr: 9.320e-02, eta: 7 days, 18:44:58, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5836, loss_cls: 3.0960, loss: 3.0960, grad_norm: 2.2071 2020-07-25 09:55:47,113 - mmaction - INFO - Epoch [44][1840/3757] lr: 9.320e-02, eta: 7 days, 18:44:27, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5781, loss_cls: 3.1264, loss: 3.1264, grad_norm: 2.2081 2020-07-25 09:56:02,942 - mmaction - INFO - Epoch [44][1860/3757] lr: 9.320e-02, eta: 7 days, 18:43:56, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5766, loss_cls: 3.1295, loss: 3.1295, grad_norm: 2.2031 2020-07-25 09:56:18,749 - mmaction - INFO - Epoch [44][1880/3757] lr: 9.320e-02, eta: 7 days, 18:43:25, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5664, loss_cls: 3.1406, loss: 3.1406, grad_norm: 2.2500 2020-07-25 09:56:34,519 - mmaction - INFO - Epoch [44][1900/3757] lr: 9.320e-02, eta: 7 days, 18:42:54, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.1272, loss: 3.1272, grad_norm: 2.2303 2020-07-25 09:56:50,317 - mmaction - INFO - Epoch [44][1920/3757] lr: 9.320e-02, eta: 7 days, 18:42:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5703, loss_cls: 3.1731, loss: 3.1731, grad_norm: 2.2431 2020-07-25 09:57:06,113 - mmaction - INFO - Epoch [44][1940/3757] lr: 9.320e-02, eta: 7 days, 18:41:52, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5695, loss_cls: 3.1230, loss: 3.1230, grad_norm: 2.1406 2020-07-25 09:57:21,911 - mmaction - INFO - Epoch [44][1960/3757] lr: 9.320e-02, eta: 7 days, 18:41:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5539, loss_cls: 3.1425, loss: 3.1425, grad_norm: 2.2448 2020-07-25 09:57:37,718 - mmaction - INFO - Epoch [44][1980/3757] lr: 9.320e-02, eta: 7 days, 18:40:49, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5453, loss_cls: 3.2682, loss: 3.2682, grad_norm: 2.1950 2020-07-25 09:57:53,446 - mmaction - INFO - Epoch [44][2000/3757] lr: 9.320e-02, eta: 7 days, 18:40:17, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5617, loss_cls: 3.1283, loss: 3.1283, grad_norm: 2.1373 2020-07-25 09:58:09,183 - mmaction - INFO - Epoch [44][2020/3757] lr: 9.320e-02, eta: 7 days, 18:39:46, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5797, loss_cls: 3.0916, loss: 3.0916, grad_norm: 2.2089 2020-07-25 09:58:24,999 - mmaction - INFO - Epoch [44][2040/3757] lr: 9.320e-02, eta: 7 days, 18:39:14, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5641, loss_cls: 3.1046, loss: 3.1046, grad_norm: 2.1476 2020-07-25 09:58:40,763 - mmaction - INFO - Epoch [44][2060/3757] lr: 9.320e-02, eta: 7 days, 18:38:43, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5820, loss_cls: 3.1094, loss: 3.1094, grad_norm: 2.2064 2020-07-25 09:58:56,498 - mmaction - INFO - Epoch [44][2080/3757] lr: 9.320e-02, eta: 7 days, 18:38:11, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5609, loss_cls: 3.1927, loss: 3.1927, grad_norm: 2.1763 2020-07-25 09:59:12,259 - mmaction - INFO - Epoch [44][2100/3757] lr: 9.320e-02, eta: 7 days, 18:37:40, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1567, loss: 3.1567, grad_norm: 2.2287 2020-07-25 09:59:28,045 - mmaction - INFO - Epoch [44][2120/3757] lr: 9.320e-02, eta: 7 days, 18:37:09, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5820, loss_cls: 3.0922, loss: 3.0922, grad_norm: 2.1892 2020-07-25 09:59:43,781 - mmaction - INFO - Epoch [44][2140/3757] lr: 9.320e-02, eta: 7 days, 18:36:37, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5633, loss_cls: 3.1653, loss: 3.1653, grad_norm: 2.1623 2020-07-25 09:59:59,613 - mmaction - INFO - Epoch [44][2160/3757] lr: 9.320e-02, eta: 7 days, 18:36:06, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5930, loss_cls: 3.0303, loss: 3.0303, grad_norm: 2.2233 2020-07-25 10:00:21,113 - mmaction - INFO - Epoch [44][2180/3757] lr: 9.320e-02, eta: 7 days, 18:36:53, time: 1.073, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5531, loss_cls: 3.2238, loss: 3.2238, grad_norm: 2.1936 2020-07-25 10:00:36,840 - mmaction - INFO - Epoch [44][2200/3757] lr: 9.320e-02, eta: 7 days, 18:36:21, time: 0.788, data_time: 0.006, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5586, loss_cls: 3.1351, loss: 3.1351, grad_norm: 2.1765 2020-07-25 10:00:52,651 - mmaction - INFO - Epoch [44][2220/3757] lr: 9.320e-02, eta: 7 days, 18:35:50, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5422, loss_cls: 3.2078, loss: 3.2078, grad_norm: 2.1883 2020-07-25 10:01:08,447 - mmaction - INFO - Epoch [44][2240/3757] lr: 9.320e-02, eta: 7 days, 18:35:19, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5695, loss_cls: 3.1782, loss: 3.1782, grad_norm: 2.2617 2020-07-25 10:01:24,214 - mmaction - INFO - Epoch [44][2260/3757] lr: 9.320e-02, eta: 7 days, 18:34:48, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5820, loss_cls: 3.1086, loss: 3.1086, grad_norm: 2.2194 2020-07-25 10:01:39,964 - mmaction - INFO - Epoch [44][2280/3757] lr: 9.320e-02, eta: 7 days, 18:34:16, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5570, loss_cls: 3.1537, loss: 3.1537, grad_norm: 2.2551 2020-07-25 10:01:55,768 - mmaction - INFO - Epoch [44][2300/3757] lr: 9.320e-02, eta: 7 days, 18:33:45, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5445, loss_cls: 3.2387, loss: 3.2387, grad_norm: 2.1424 2020-07-25 10:02:11,588 - mmaction - INFO - Epoch [44][2320/3757] lr: 9.320e-02, eta: 7 days, 18:33:15, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5555, loss_cls: 3.2266, loss: 3.2266, grad_norm: 2.2061 2020-07-25 10:02:27,380 - mmaction - INFO - Epoch [44][2340/3757] lr: 9.320e-02, eta: 7 days, 18:32:44, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5664, loss_cls: 3.1305, loss: 3.1305, grad_norm: 2.1619 2020-07-25 10:02:43,199 - mmaction - INFO - Epoch [44][2360/3757] lr: 9.320e-02, eta: 7 days, 18:32:13, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5523, loss_cls: 3.2173, loss: 3.2173, grad_norm: 2.2448 2020-07-25 10:02:59,045 - mmaction - INFO - Epoch [44][2380/3757] lr: 9.320e-02, eta: 7 days, 18:31:43, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5617, loss_cls: 3.1118, loss: 3.1118, grad_norm: 2.2134 2020-07-25 10:03:14,825 - mmaction - INFO - Epoch [44][2400/3757] lr: 9.320e-02, eta: 7 days, 18:31:12, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5836, loss_cls: 3.1000, loss: 3.1000, grad_norm: 2.2470 2020-07-25 10:03:30,616 - mmaction - INFO - Epoch [44][2420/3757] lr: 9.320e-02, eta: 7 days, 18:30:41, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5695, loss_cls: 3.1720, loss: 3.1720, grad_norm: 2.2018 2020-07-25 10:03:46,369 - mmaction - INFO - Epoch [44][2440/3757] lr: 9.320e-02, eta: 7 days, 18:30:10, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5742, loss_cls: 3.1793, loss: 3.1793, grad_norm: 2.2126 2020-07-25 10:04:02,225 - mmaction - INFO - Epoch [44][2460/3757] lr: 9.320e-02, eta: 7 days, 18:29:39, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5727, loss_cls: 3.1476, loss: 3.1476, grad_norm: 2.3031 2020-07-25 10:04:18,001 - mmaction - INFO - Epoch [44][2480/3757] lr: 9.320e-02, eta: 7 days, 18:29:08, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5758, loss_cls: 3.1157, loss: 3.1157, grad_norm: 2.1471 2020-07-25 10:04:33,811 - mmaction - INFO - Epoch [44][2500/3757] lr: 9.320e-02, eta: 7 days, 18:28:38, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5336, loss_cls: 3.2806, loss: 3.2806, grad_norm: 2.1521 2020-07-25 10:04:49,696 - mmaction - INFO - Epoch [44][2520/3757] lr: 9.320e-02, eta: 7 days, 18:28:08, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5625, loss_cls: 3.2332, loss: 3.2332, grad_norm: 2.1591 2020-07-25 10:05:05,508 - mmaction - INFO - Epoch [44][2540/3757] lr: 9.320e-02, eta: 7 days, 18:27:37, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5742, loss_cls: 3.1079, loss: 3.1079, grad_norm: 2.2032 2020-07-25 10:05:21,265 - mmaction - INFO - Epoch [44][2560/3757] lr: 9.320e-02, eta: 7 days, 18:27:06, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5820, loss_cls: 3.1685, loss: 3.1685, grad_norm: 2.2436 2020-07-25 10:05:37,057 - mmaction - INFO - Epoch [44][2580/3757] lr: 9.320e-02, eta: 7 days, 18:26:35, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5539, loss_cls: 3.2533, loss: 3.2533, grad_norm: 2.1426 2020-07-25 10:05:52,887 - mmaction - INFO - Epoch [44][2600/3757] lr: 9.320e-02, eta: 7 days, 18:26:05, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5766, loss_cls: 3.1335, loss: 3.1335, grad_norm: 2.1693 2020-07-25 10:06:08,678 - mmaction - INFO - Epoch [44][2620/3757] lr: 9.320e-02, eta: 7 days, 18:25:34, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5891, loss_cls: 3.1481, loss: 3.1481, grad_norm: 2.1878 2020-07-25 10:06:24,529 - mmaction - INFO - Epoch [44][2640/3757] lr: 9.320e-02, eta: 7 days, 18:25:04, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5695, loss_cls: 3.1619, loss: 3.1619, grad_norm: 2.1897 2020-07-25 10:06:40,345 - mmaction - INFO - Epoch [44][2660/3757] lr: 9.320e-02, eta: 7 days, 18:24:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5266, loss_cls: 3.3093, loss: 3.3093, grad_norm: 2.2084 2020-07-25 10:06:56,175 - mmaction - INFO - Epoch [44][2680/3757] lr: 9.320e-02, eta: 7 days, 18:24:03, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5531, loss_cls: 3.2303, loss: 3.2303, grad_norm: 2.1870 2020-07-25 10:07:11,919 - mmaction - INFO - Epoch [44][2700/3757] lr: 9.320e-02, eta: 7 days, 18:23:32, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5664, loss_cls: 3.1684, loss: 3.1684, grad_norm: 2.1861 2020-07-25 10:07:27,745 - mmaction - INFO - Epoch [44][2720/3757] lr: 9.320e-02, eta: 7 days, 18:23:01, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5453, loss_cls: 3.2017, loss: 3.2017, grad_norm: 2.2162 2020-07-25 10:07:43,647 - mmaction - INFO - Epoch [44][2740/3757] lr: 9.320e-02, eta: 7 days, 18:22:32, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5695, loss_cls: 3.1558, loss: 3.1558, grad_norm: 2.1649 2020-07-25 10:07:59,468 - mmaction - INFO - Epoch [44][2760/3757] lr: 9.320e-02, eta: 7 days, 18:22:01, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5719, loss_cls: 3.1291, loss: 3.1291, grad_norm: 2.2502 2020-07-25 10:08:15,210 - mmaction - INFO - Epoch [44][2780/3757] lr: 9.320e-02, eta: 7 days, 18:21:30, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5547, loss_cls: 3.2495, loss: 3.2495, grad_norm: 2.2049 2020-07-25 10:08:31,004 - mmaction - INFO - Epoch [44][2800/3757] lr: 9.320e-02, eta: 7 days, 18:20:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5859, loss_cls: 3.1422, loss: 3.1422, grad_norm: 2.1834 2020-07-25 10:08:46,807 - mmaction - INFO - Epoch [44][2820/3757] lr: 9.320e-02, eta: 7 days, 18:20:29, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5563, loss_cls: 3.2254, loss: 3.2254, grad_norm: 2.1342 2020-07-25 10:09:02,670 - mmaction - INFO - Epoch [44][2840/3757] lr: 9.320e-02, eta: 7 days, 18:19:59, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5602, loss_cls: 3.2451, loss: 3.2451, grad_norm: 2.2050 2020-07-25 10:09:18,542 - mmaction - INFO - Epoch [44][2860/3757] lr: 9.320e-02, eta: 7 days, 18:19:29, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5836, loss_cls: 3.1016, loss: 3.1016, grad_norm: 2.2267 2020-07-25 10:09:34,371 - mmaction - INFO - Epoch [44][2880/3757] lr: 9.320e-02, eta: 7 days, 18:18:59, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5687, loss_cls: 3.2137, loss: 3.2137, grad_norm: 2.1673 2020-07-25 10:09:50,182 - mmaction - INFO - Epoch [44][2900/3757] lr: 9.320e-02, eta: 7 days, 18:18:29, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5477, loss_cls: 3.2060, loss: 3.2060, grad_norm: 2.1818 2020-07-25 10:10:06,040 - mmaction - INFO - Epoch [44][2920/3757] lr: 9.320e-02, eta: 7 days, 18:17:59, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5656, loss_cls: 3.2088, loss: 3.2088, grad_norm: 2.2091 2020-07-25 10:10:21,809 - mmaction - INFO - Epoch [44][2940/3757] lr: 9.320e-02, eta: 7 days, 18:17:28, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5727, loss_cls: 3.1459, loss: 3.1459, grad_norm: 2.1998 2020-07-25 10:10:37,655 - mmaction - INFO - Epoch [44][2960/3757] lr: 9.320e-02, eta: 7 days, 18:16:57, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5703, loss_cls: 3.1277, loss: 3.1277, grad_norm: 2.2171 2020-07-25 10:10:53,488 - mmaction - INFO - Epoch [44][2980/3757] lr: 9.320e-02, eta: 7 days, 18:16:27, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5555, loss_cls: 3.2082, loss: 3.2082, grad_norm: 2.2068 2020-07-25 10:11:09,325 - mmaction - INFO - Epoch [44][3000/3757] lr: 9.320e-02, eta: 7 days, 18:15:58, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 3.1127, loss: 3.1127, grad_norm: 2.2193 2020-07-25 10:11:25,172 - mmaction - INFO - Epoch [44][3020/3757] lr: 9.320e-02, eta: 7 days, 18:15:28, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5555, loss_cls: 3.1649, loss: 3.1649, grad_norm: 2.2484 2020-07-25 10:11:40,989 - mmaction - INFO - Epoch [44][3040/3757] lr: 9.320e-02, eta: 7 days, 18:14:57, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5883, loss_cls: 3.1057, loss: 3.1057, grad_norm: 2.2620 2020-07-25 10:11:56,749 - mmaction - INFO - Epoch [44][3060/3757] lr: 9.320e-02, eta: 7 days, 18:14:26, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5773, loss_cls: 3.1112, loss: 3.1112, grad_norm: 2.2844 2020-07-25 10:12:12,631 - mmaction - INFO - Epoch [44][3080/3757] lr: 9.320e-02, eta: 7 days, 18:13:57, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5695, loss_cls: 3.1107, loss: 3.1107, grad_norm: 2.2408 2020-07-25 10:12:28,442 - mmaction - INFO - Epoch [44][3100/3757] lr: 9.320e-02, eta: 7 days, 18:13:26, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5695, loss_cls: 3.1351, loss: 3.1351, grad_norm: 2.2432 2020-07-25 10:12:44,180 - mmaction - INFO - Epoch [44][3120/3757] lr: 9.320e-02, eta: 7 days, 18:12:55, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5781, loss_cls: 3.1279, loss: 3.1279, grad_norm: 2.1762 2020-07-25 10:12:59,959 - mmaction - INFO - Epoch [44][3140/3757] lr: 9.320e-02, eta: 7 days, 18:12:24, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5648, loss_cls: 3.2170, loss: 3.2170, grad_norm: 2.2076 2020-07-25 10:13:15,755 - mmaction - INFO - Epoch [44][3160/3757] lr: 9.320e-02, eta: 7 days, 18:11:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5734, loss_cls: 3.1195, loss: 3.1195, grad_norm: 2.1808 2020-07-25 10:13:31,607 - mmaction - INFO - Epoch [44][3180/3757] lr: 9.320e-02, eta: 7 days, 18:11:24, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5805, loss_cls: 3.1026, loss: 3.1026, grad_norm: 2.1685 2020-07-25 10:13:47,433 - mmaction - INFO - Epoch [44][3200/3757] lr: 9.320e-02, eta: 7 days, 18:10:54, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5719, loss_cls: 3.0943, loss: 3.0943, grad_norm: 2.2265 2020-07-25 10:14:03,285 - mmaction - INFO - Epoch [44][3220/3757] lr: 9.320e-02, eta: 7 days, 18:10:24, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5594, loss_cls: 3.1908, loss: 3.1908, grad_norm: 2.2890 2020-07-25 10:14:19,119 - mmaction - INFO - Epoch [44][3240/3757] lr: 9.320e-02, eta: 7 days, 18:09:54, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5477, loss_cls: 3.2556, loss: 3.2556, grad_norm: 2.1398 2020-07-25 10:14:35,039 - mmaction - INFO - Epoch [44][3260/3757] lr: 9.320e-02, eta: 7 days, 18:09:25, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5687, loss_cls: 3.1749, loss: 3.1749, grad_norm: 2.1688 2020-07-25 10:14:50,842 - mmaction - INFO - Epoch [44][3280/3757] lr: 9.320e-02, eta: 7 days, 18:08:55, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5633, loss_cls: 3.2275, loss: 3.2275, grad_norm: 2.2397 2020-07-25 10:15:06,787 - mmaction - INFO - Epoch [44][3300/3757] lr: 9.320e-02, eta: 7 days, 18:08:27, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5625, loss_cls: 3.1628, loss: 3.1628, grad_norm: 2.2261 2020-07-25 10:15:22,485 - mmaction - INFO - Epoch [44][3320/3757] lr: 9.320e-02, eta: 7 days, 18:07:55, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.1408, loss: 3.1408, grad_norm: 2.2220 2020-07-25 10:15:38,333 - mmaction - INFO - Epoch [44][3340/3757] lr: 9.320e-02, eta: 7 days, 18:07:25, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5734, loss_cls: 3.0773, loss: 3.0773, grad_norm: 2.2270 2020-07-25 10:15:54,130 - mmaction - INFO - Epoch [44][3360/3757] lr: 9.320e-02, eta: 7 days, 18:06:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5734, loss_cls: 3.1359, loss: 3.1359, grad_norm: 2.2008 2020-07-25 10:16:09,943 - mmaction - INFO - Epoch [44][3380/3757] lr: 9.320e-02, eta: 7 days, 18:06:25, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5758, loss_cls: 3.1206, loss: 3.1206, grad_norm: 2.2113 2020-07-25 10:16:25,775 - mmaction - INFO - Epoch [44][3400/3757] lr: 9.320e-02, eta: 7 days, 18:05:55, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5742, loss_cls: 3.1609, loss: 3.1609, grad_norm: 2.2030 2020-07-25 10:16:41,611 - mmaction - INFO - Epoch [44][3420/3757] lr: 9.320e-02, eta: 7 days, 18:05:25, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5703, loss_cls: 3.1755, loss: 3.1755, grad_norm: 2.2460 2020-07-25 10:16:57,498 - mmaction - INFO - Epoch [44][3440/3757] lr: 9.320e-02, eta: 7 days, 18:04:56, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5789, loss_cls: 3.1341, loss: 3.1341, grad_norm: 2.2249 2020-07-25 10:17:13,206 - mmaction - INFO - Epoch [44][3460/3757] lr: 9.320e-02, eta: 7 days, 18:04:24, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5641, loss_cls: 3.1804, loss: 3.1804, grad_norm: 2.1967 2020-07-25 10:17:29,074 - mmaction - INFO - Epoch [44][3480/3757] lr: 9.320e-02, eta: 7 days, 18:03:55, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5672, loss_cls: 3.1159, loss: 3.1159, grad_norm: 2.1920 2020-07-25 10:17:44,842 - mmaction - INFO - Epoch [44][3500/3757] lr: 9.320e-02, eta: 7 days, 18:03:24, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5711, loss_cls: 3.1164, loss: 3.1164, grad_norm: 2.1682 2020-07-25 10:18:00,645 - mmaction - INFO - Epoch [44][3520/3757] lr: 9.320e-02, eta: 7 days, 18:02:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5687, loss_cls: 3.1526, loss: 3.1526, grad_norm: 2.1706 2020-07-25 10:18:16,471 - mmaction - INFO - Epoch [44][3540/3757] lr: 9.320e-02, eta: 7 days, 18:02:24, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5570, loss_cls: 3.2557, loss: 3.2557, grad_norm: 2.2494 2020-07-25 10:18:32,330 - mmaction - INFO - Epoch [44][3560/3757] lr: 9.320e-02, eta: 7 days, 18:01:54, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5523, loss_cls: 3.1878, loss: 3.1878, grad_norm: 2.1599 2020-07-25 10:18:48,440 - mmaction - INFO - Epoch [44][3580/3757] lr: 9.320e-02, eta: 7 days, 18:01:28, time: 0.806, data_time: 0.016, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5539, loss_cls: 3.2222, loss: 3.2222, grad_norm: 2.2190 2020-07-25 10:19:04,218 - mmaction - INFO - Epoch [44][3600/3757] lr: 9.320e-02, eta: 7 days, 18:00:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5789, loss_cls: 3.1297, loss: 3.1297, grad_norm: 2.1545 2020-07-25 10:19:19,990 - mmaction - INFO - Epoch [44][3620/3757] lr: 9.320e-02, eta: 7 days, 18:00:27, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5789, loss_cls: 3.1297, loss: 3.1297, grad_norm: 2.2495 2020-07-25 10:19:35,824 - mmaction - INFO - Epoch [44][3640/3757] lr: 9.320e-02, eta: 7 days, 17:59:57, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5648, loss_cls: 3.1442, loss: 3.1442, grad_norm: 2.2079 2020-07-25 10:19:51,650 - mmaction - INFO - Epoch [44][3660/3757] lr: 9.320e-02, eta: 7 days, 17:59:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5570, loss_cls: 3.2600, loss: 3.2600, grad_norm: 2.2483 2020-07-25 10:20:07,385 - mmaction - INFO - Epoch [44][3680/3757] lr: 9.320e-02, eta: 7 days, 17:58:56, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5586, loss_cls: 3.2171, loss: 3.2171, grad_norm: 2.2040 2020-07-25 10:20:23,313 - mmaction - INFO - Epoch [44][3700/3757] lr: 9.320e-02, eta: 7 days, 17:58:27, time: 0.796, data_time: 0.010, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5461, loss_cls: 3.2889, loss: 3.2889, grad_norm: 2.2265 2020-07-25 10:20:39,033 - mmaction - INFO - Epoch [44][3720/3757] lr: 9.320e-02, eta: 7 days, 17:57:56, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5586, loss_cls: 3.1482, loss: 3.1482, grad_norm: 2.2297 2020-07-25 10:20:54,786 - mmaction - INFO - Epoch [44][3740/3757] lr: 9.320e-02, eta: 7 days, 17:57:25, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5766, loss_cls: 3.1255, loss: 3.1255, grad_norm: 2.2075 2020-07-25 10:21:15,827 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-07-25 10:24:12,521 - mmaction - INFO - Epoch [45][20/3757] lr: 9.289e-02, eta: 7 days, 18:28:42, time: 8.755, data_time: 7.879, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5680, loss_cls: 3.1290, loss: 3.1290, grad_norm: 2.1920 2020-07-25 10:24:28,423 - mmaction - INFO - Epoch [45][40/3757] lr: 9.289e-02, eta: 7 days, 18:28:12, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5508, loss_cls: 3.2491, loss: 3.2491, grad_norm: 2.2108 2020-07-25 10:24:44,253 - mmaction - INFO - Epoch [45][60/3757] lr: 9.289e-02, eta: 7 days, 18:27:42, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5531, loss_cls: 3.2230, loss: 3.2230, grad_norm: 2.1707 2020-07-25 10:25:00,040 - mmaction - INFO - Epoch [45][80/3757] lr: 9.289e-02, eta: 7 days, 18:27:11, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5680, loss_cls: 3.1238, loss: 3.1238, grad_norm: 2.1616 2020-07-25 10:25:15,812 - mmaction - INFO - Epoch [45][100/3757] lr: 9.289e-02, eta: 7 days, 18:26:39, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5734, loss_cls: 3.1061, loss: 3.1061, grad_norm: 2.2186 2020-07-25 10:25:31,604 - mmaction - INFO - Epoch [45][120/3757] lr: 9.289e-02, eta: 7 days, 18:26:08, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5445, loss_cls: 3.2211, loss: 3.2211, grad_norm: 2.2442 2020-07-25 10:25:47,359 - mmaction - INFO - Epoch [45][140/3757] lr: 9.289e-02, eta: 7 days, 18:25:37, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5953, loss_cls: 3.0560, loss: 3.0560, grad_norm: 2.1906 2020-07-25 10:26:03,267 - mmaction - INFO - Epoch [45][160/3757] lr: 9.289e-02, eta: 7 days, 18:25:07, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5867, loss_cls: 3.1170, loss: 3.1170, grad_norm: 2.2324 2020-07-25 10:26:18,993 - mmaction - INFO - Epoch [45][180/3757] lr: 9.289e-02, eta: 7 days, 18:24:36, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5695, loss_cls: 3.1790, loss: 3.1790, grad_norm: 2.2990 2020-07-25 10:26:35,128 - mmaction - INFO - Epoch [45][200/3757] lr: 9.289e-02, eta: 7 days, 18:24:09, time: 0.805, data_time: 0.019, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5773, loss_cls: 3.1104, loss: 3.1104, grad_norm: 2.2030 2020-07-25 10:26:50,908 - mmaction - INFO - Epoch [45][220/3757] lr: 9.289e-02, eta: 7 days, 18:23:38, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5789, loss_cls: 3.1125, loss: 3.1125, grad_norm: 2.2755 2020-07-25 10:27:06,805 - mmaction - INFO - Epoch [45][240/3757] lr: 9.289e-02, eta: 7 days, 18:23:09, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5742, loss_cls: 3.0889, loss: 3.0889, grad_norm: 2.1936 2020-07-25 10:27:22,608 - mmaction - INFO - Epoch [45][260/3757] lr: 9.289e-02, eta: 7 days, 18:22:38, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5781, loss_cls: 3.1540, loss: 3.1540, grad_norm: 2.2284 2020-07-25 10:27:38,372 - mmaction - INFO - Epoch [45][280/3757] lr: 9.289e-02, eta: 7 days, 18:22:07, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5930, loss_cls: 3.0260, loss: 3.0260, grad_norm: 2.2837 2020-07-25 10:27:54,246 - mmaction - INFO - Epoch [45][300/3757] lr: 9.289e-02, eta: 7 days, 18:21:37, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5781, loss_cls: 3.1036, loss: 3.1036, grad_norm: 2.2236 2020-07-25 10:28:10,069 - mmaction - INFO - Epoch [45][320/3757] lr: 9.289e-02, eta: 7 days, 18:21:07, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5578, loss_cls: 3.1871, loss: 3.1871, grad_norm: 2.2084 2020-07-25 10:28:25,995 - mmaction - INFO - Epoch [45][340/3757] lr: 9.289e-02, eta: 7 days, 18:20:38, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5641, loss_cls: 3.1233, loss: 3.1233, grad_norm: 2.2515 2020-07-25 10:28:41,715 - mmaction - INFO - Epoch [45][360/3757] lr: 9.289e-02, eta: 7 days, 18:20:06, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5703, loss_cls: 3.1093, loss: 3.1093, grad_norm: 2.2445 2020-07-25 10:28:57,477 - mmaction - INFO - Epoch [45][380/3757] lr: 9.289e-02, eta: 7 days, 18:19:35, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 3.0765, loss: 3.0765, grad_norm: 2.1781 2020-07-25 10:29:13,333 - mmaction - INFO - Epoch [45][400/3757] lr: 9.289e-02, eta: 7 days, 18:19:05, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5734, loss_cls: 3.1635, loss: 3.1635, grad_norm: 2.1827 2020-07-25 10:29:29,149 - mmaction - INFO - Epoch [45][420/3757] lr: 9.289e-02, eta: 7 days, 18:18:34, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5547, loss_cls: 3.2011, loss: 3.2011, grad_norm: 2.2359 2020-07-25 10:29:45,063 - mmaction - INFO - Epoch [45][440/3757] lr: 9.289e-02, eta: 7 days, 18:18:05, time: 0.795, data_time: 0.008, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5625, loss_cls: 3.1706, loss: 3.1706, grad_norm: 2.2680 2020-07-25 10:30:00,871 - mmaction - INFO - Epoch [45][460/3757] lr: 9.289e-02, eta: 7 days, 18:17:35, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5789, loss_cls: 3.1129, loss: 3.1129, grad_norm: 2.2715 2020-07-25 10:30:16,686 - mmaction - INFO - Epoch [45][480/3757] lr: 9.289e-02, eta: 7 days, 18:17:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5453, loss_cls: 3.2272, loss: 3.2272, grad_norm: 2.2236 2020-07-25 10:30:32,443 - mmaction - INFO - Epoch [45][500/3757] lr: 9.289e-02, eta: 7 days, 18:16:33, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5477, loss_cls: 3.1926, loss: 3.1926, grad_norm: 2.2299 2020-07-25 10:30:48,215 - mmaction - INFO - Epoch [45][520/3757] lr: 9.289e-02, eta: 7 days, 18:16:02, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5656, loss_cls: 3.1518, loss: 3.1518, grad_norm: 2.1768 2020-07-25 10:31:04,009 - mmaction - INFO - Epoch [45][540/3757] lr: 9.289e-02, eta: 7 days, 18:15:31, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5914, loss_cls: 3.0687, loss: 3.0687, grad_norm: 2.1791 2020-07-25 10:31:20,086 - mmaction - INFO - Epoch [45][560/3757] lr: 9.289e-02, eta: 7 days, 18:15:04, time: 0.805, data_time: 0.017, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5672, loss_cls: 3.1124, loss: 3.1124, grad_norm: 2.2877 2020-07-25 10:31:35,936 - mmaction - INFO - Epoch [45][580/3757] lr: 9.289e-02, eta: 7 days, 18:14:35, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5672, loss_cls: 3.1507, loss: 3.1507, grad_norm: 2.3028 2020-07-25 10:31:51,711 - mmaction - INFO - Epoch [45][600/3757] lr: 9.289e-02, eta: 7 days, 18:14:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5484, loss_cls: 3.2032, loss: 3.2032, grad_norm: 2.2221 2020-07-25 10:32:07,545 - mmaction - INFO - Epoch [45][620/3757] lr: 9.289e-02, eta: 7 days, 18:13:34, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5719, loss_cls: 3.1049, loss: 3.1049, grad_norm: 2.1789 2020-07-25 10:32:23,369 - mmaction - INFO - Epoch [45][640/3757] lr: 9.289e-02, eta: 7 days, 18:13:03, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5609, loss_cls: 3.1438, loss: 3.1438, grad_norm: 2.2408 2020-07-25 10:32:39,144 - mmaction - INFO - Epoch [45][660/3757] lr: 9.289e-02, eta: 7 days, 18:12:32, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5672, loss_cls: 3.1830, loss: 3.1830, grad_norm: 2.2192 2020-07-25 10:32:54,983 - mmaction - INFO - Epoch [45][680/3757] lr: 9.289e-02, eta: 7 days, 18:12:02, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5391, loss_cls: 3.2841, loss: 3.2841, grad_norm: 2.2242 2020-07-25 10:33:10,742 - mmaction - INFO - Epoch [45][700/3757] lr: 9.289e-02, eta: 7 days, 18:11:31, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.6016, loss_cls: 3.0363, loss: 3.0363, grad_norm: 2.1950 2020-07-25 10:33:26,507 - mmaction - INFO - Epoch [45][720/3757] lr: 9.289e-02, eta: 7 days, 18:11:00, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5750, loss_cls: 3.1389, loss: 3.1389, grad_norm: 2.2280 2020-07-25 10:33:42,303 - mmaction - INFO - Epoch [45][740/3757] lr: 9.289e-02, eta: 7 days, 18:10:30, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5617, loss_cls: 3.1352, loss: 3.1352, grad_norm: 2.2317 2020-07-25 10:33:58,085 - mmaction - INFO - Epoch [45][760/3757] lr: 9.289e-02, eta: 7 days, 18:09:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5805, loss_cls: 3.1024, loss: 3.1024, grad_norm: 2.2414 2020-07-25 10:34:13,888 - mmaction - INFO - Epoch [45][780/3757] lr: 9.289e-02, eta: 7 days, 18:09:28, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5742, loss_cls: 3.1665, loss: 3.1665, grad_norm: 2.2490 2020-07-25 10:34:29,559 - mmaction - INFO - Epoch [45][800/3757] lr: 9.289e-02, eta: 7 days, 18:08:56, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5711, loss_cls: 3.1267, loss: 3.1267, grad_norm: 2.2020 2020-07-25 10:34:45,387 - mmaction - INFO - Epoch [45][820/3757] lr: 9.289e-02, eta: 7 days, 18:08:26, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5719, loss_cls: 3.1252, loss: 3.1252, grad_norm: 2.2379 2020-07-25 10:35:01,114 - mmaction - INFO - Epoch [45][840/3757] lr: 9.289e-02, eta: 7 days, 18:07:55, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5531, loss_cls: 3.2632, loss: 3.2632, grad_norm: 2.2638 2020-07-25 10:35:16,975 - mmaction - INFO - Epoch [45][860/3757] lr: 9.289e-02, eta: 7 days, 18:07:25, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5500, loss_cls: 3.2142, loss: 3.2142, grad_norm: 2.1623 2020-07-25 10:35:32,705 - mmaction - INFO - Epoch [45][880/3757] lr: 9.289e-02, eta: 7 days, 18:06:54, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5789, loss_cls: 3.1056, loss: 3.1056, grad_norm: 2.1368 2020-07-25 10:35:48,480 - mmaction - INFO - Epoch [45][900/3757] lr: 9.289e-02, eta: 7 days, 18:06:23, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5563, loss_cls: 3.1787, loss: 3.1787, grad_norm: 2.1522 2020-07-25 10:36:04,354 - mmaction - INFO - Epoch [45][920/3757] lr: 9.289e-02, eta: 7 days, 18:05:53, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5672, loss_cls: 3.1608, loss: 3.1608, grad_norm: 2.2296 2020-07-25 10:36:20,140 - mmaction - INFO - Epoch [45][940/3757] lr: 9.289e-02, eta: 7 days, 18:05:23, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5648, loss_cls: 3.1397, loss: 3.1397, grad_norm: 2.2395 2020-07-25 10:36:35,886 - mmaction - INFO - Epoch [45][960/3757] lr: 9.289e-02, eta: 7 days, 18:04:52, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5594, loss_cls: 3.1934, loss: 3.1934, grad_norm: 2.2208 2020-07-25 10:36:51,745 - mmaction - INFO - Epoch [45][980/3757] lr: 9.289e-02, eta: 7 days, 18:04:22, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5453, loss_cls: 3.2047, loss: 3.2047, grad_norm: 2.2453 2020-07-25 10:37:07,640 - mmaction - INFO - Epoch [45][1000/3757] lr: 9.289e-02, eta: 7 days, 18:03:53, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5594, loss_cls: 3.2621, loss: 3.2621, grad_norm: 2.2064 2020-07-25 10:37:23,410 - mmaction - INFO - Epoch [45][1020/3757] lr: 9.289e-02, eta: 7 days, 18:03:22, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5656, loss_cls: 3.1953, loss: 3.1953, grad_norm: 2.2392 2020-07-25 10:37:39,217 - mmaction - INFO - Epoch [45][1040/3757] lr: 9.289e-02, eta: 7 days, 18:02:52, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5492, loss_cls: 3.2272, loss: 3.2272, grad_norm: 2.1571 2020-07-25 10:37:55,036 - mmaction - INFO - Epoch [45][1060/3757] lr: 9.289e-02, eta: 7 days, 18:02:22, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5633, loss_cls: 3.2171, loss: 3.2171, grad_norm: 2.1752 2020-07-25 10:38:10,836 - mmaction - INFO - Epoch [45][1080/3757] lr: 9.289e-02, eta: 7 days, 18:01:51, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5703, loss_cls: 3.1862, loss: 3.1862, grad_norm: 2.1809 2020-07-25 10:38:26,702 - mmaction - INFO - Epoch [45][1100/3757] lr: 9.289e-02, eta: 7 days, 18:01:22, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5656, loss_cls: 3.1568, loss: 3.1568, grad_norm: 2.1719 2020-07-25 10:38:42,504 - mmaction - INFO - Epoch [45][1120/3757] lr: 9.289e-02, eta: 7 days, 18:00:52, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5539, loss_cls: 3.1712, loss: 3.1712, grad_norm: 2.2124 2020-07-25 10:38:58,269 - mmaction - INFO - Epoch [45][1140/3757] lr: 9.289e-02, eta: 7 days, 18:00:21, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5828, loss_cls: 3.1303, loss: 3.1303, grad_norm: 2.1661 2020-07-25 10:39:14,088 - mmaction - INFO - Epoch [45][1160/3757] lr: 9.289e-02, eta: 7 days, 17:59:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5891, loss_cls: 3.0768, loss: 3.0768, grad_norm: 2.2134 2020-07-25 10:39:29,871 - mmaction - INFO - Epoch [45][1180/3757] lr: 9.289e-02, eta: 7 days, 17:59:20, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.1583, loss: 3.1583, grad_norm: 2.2563 2020-07-25 10:39:45,676 - mmaction - INFO - Epoch [45][1200/3757] lr: 9.289e-02, eta: 7 days, 17:58:49, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.6023, loss_cls: 3.0652, loss: 3.0652, grad_norm: 2.1993 2020-07-25 10:40:01,482 - mmaction - INFO - Epoch [45][1220/3757] lr: 9.289e-02, eta: 7 days, 17:58:20, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.1057, loss: 3.1057, grad_norm: 2.2145 2020-07-25 10:40:17,362 - mmaction - INFO - Epoch [45][1240/3757] lr: 9.289e-02, eta: 7 days, 17:57:50, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5859, loss_cls: 3.0894, loss: 3.0894, grad_norm: 2.1832 2020-07-25 10:40:33,185 - mmaction - INFO - Epoch [45][1260/3757] lr: 9.289e-02, eta: 7 days, 17:57:20, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5531, loss_cls: 3.1825, loss: 3.1825, grad_norm: 2.2482 2020-07-25 10:40:48,960 - mmaction - INFO - Epoch [45][1280/3757] lr: 9.289e-02, eta: 7 days, 17:56:50, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2812, top5_acc: 0.5336, loss_cls: 3.2880, loss: 3.2880, grad_norm: 2.2128 2020-07-25 10:41:04,810 - mmaction - INFO - Epoch [45][1300/3757] lr: 9.289e-02, eta: 7 days, 17:56:20, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5727, loss_cls: 3.1290, loss: 3.1290, grad_norm: 2.2069 2020-07-25 10:41:20,552 - mmaction - INFO - Epoch [45][1320/3757] lr: 9.289e-02, eta: 7 days, 17:55:49, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5875, loss_cls: 3.0961, loss: 3.0961, grad_norm: 2.1828 2020-07-25 10:41:36,397 - mmaction - INFO - Epoch [45][1340/3757] lr: 9.289e-02, eta: 7 days, 17:55:20, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5531, loss_cls: 3.2128, loss: 3.2128, grad_norm: 2.2026 2020-07-25 10:41:52,252 - mmaction - INFO - Epoch [45][1360/3757] lr: 9.289e-02, eta: 7 days, 17:54:50, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5477, loss_cls: 3.2016, loss: 3.2016, grad_norm: 2.2328 2020-07-25 10:42:08,118 - mmaction - INFO - Epoch [45][1380/3757] lr: 9.289e-02, eta: 7 days, 17:54:21, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5461, loss_cls: 3.1897, loss: 3.1897, grad_norm: 2.1835 2020-07-25 10:42:23,976 - mmaction - INFO - Epoch [45][1400/3757] lr: 9.289e-02, eta: 7 days, 17:53:51, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5844, loss_cls: 3.1048, loss: 3.1048, grad_norm: 2.1767 2020-07-25 10:42:39,894 - mmaction - INFO - Epoch [45][1420/3757] lr: 9.289e-02, eta: 7 days, 17:53:22, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5547, loss_cls: 3.2210, loss: 3.2210, grad_norm: 2.2430 2020-07-25 10:42:55,787 - mmaction - INFO - Epoch [45][1440/3757] lr: 9.289e-02, eta: 7 days, 17:52:53, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5883, loss_cls: 3.0242, loss: 3.0242, grad_norm: 2.1866 2020-07-25 10:43:11,589 - mmaction - INFO - Epoch [45][1460/3757] lr: 9.289e-02, eta: 7 days, 17:52:24, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5516, loss_cls: 3.2495, loss: 3.2495, grad_norm: 2.1910 2020-07-25 10:43:27,354 - mmaction - INFO - Epoch [45][1480/3757] lr: 9.289e-02, eta: 7 days, 17:51:53, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5695, loss_cls: 3.1714, loss: 3.1714, grad_norm: 2.1220 2020-07-25 10:43:43,196 - mmaction - INFO - Epoch [45][1500/3757] lr: 9.289e-02, eta: 7 days, 17:51:23, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5695, loss_cls: 3.1875, loss: 3.1875, grad_norm: 2.2290 2020-07-25 10:43:59,100 - mmaction - INFO - Epoch [45][1520/3757] lr: 9.289e-02, eta: 7 days, 17:50:54, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5758, loss_cls: 3.1561, loss: 3.1561, grad_norm: 2.1929 2020-07-25 10:44:14,898 - mmaction - INFO - Epoch [45][1540/3757] lr: 9.289e-02, eta: 7 days, 17:50:24, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5570, loss_cls: 3.1456, loss: 3.1456, grad_norm: 2.2065 2020-07-25 10:44:30,745 - mmaction - INFO - Epoch [45][1560/3757] lr: 9.289e-02, eta: 7 days, 17:49:55, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5734, loss_cls: 3.1339, loss: 3.1339, grad_norm: 2.2490 2020-07-25 10:44:46,521 - mmaction - INFO - Epoch [45][1580/3757] lr: 9.289e-02, eta: 7 days, 17:49:24, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5398, loss_cls: 3.2637, loss: 3.2637, grad_norm: 2.2466 2020-07-25 10:45:02,469 - mmaction - INFO - Epoch [45][1600/3757] lr: 9.289e-02, eta: 7 days, 17:48:56, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5516, loss_cls: 3.2409, loss: 3.2409, grad_norm: 2.1739 2020-07-25 10:45:18,169 - mmaction - INFO - Epoch [45][1620/3757] lr: 9.289e-02, eta: 7 days, 17:48:25, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5758, loss_cls: 3.1180, loss: 3.1180, grad_norm: 2.1679 2020-07-25 10:45:33,994 - mmaction - INFO - Epoch [45][1640/3757] lr: 9.289e-02, eta: 7 days, 17:47:55, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5680, loss_cls: 3.1533, loss: 3.1533, grad_norm: 2.2582 2020-07-25 10:45:49,877 - mmaction - INFO - Epoch [45][1660/3757] lr: 9.289e-02, eta: 7 days, 17:47:26, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5578, loss_cls: 3.1640, loss: 3.1640, grad_norm: 2.2006 2020-07-25 10:46:05,695 - mmaction - INFO - Epoch [45][1680/3757] lr: 9.289e-02, eta: 7 days, 17:46:56, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5672, loss_cls: 3.1551, loss: 3.1551, grad_norm: 2.2448 2020-07-25 10:46:21,494 - mmaction - INFO - Epoch [45][1700/3757] lr: 9.289e-02, eta: 7 days, 17:46:26, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5570, loss_cls: 3.1344, loss: 3.1344, grad_norm: 2.2959 2020-07-25 10:46:37,234 - mmaction - INFO - Epoch [45][1720/3757] lr: 9.289e-02, eta: 7 days, 17:45:55, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5492, loss_cls: 3.2308, loss: 3.2308, grad_norm: 2.1722 2020-07-25 10:46:53,080 - mmaction - INFO - Epoch [45][1740/3757] lr: 9.289e-02, eta: 7 days, 17:45:26, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5836, loss_cls: 3.0661, loss: 3.0661, grad_norm: 2.1526 2020-07-25 10:47:08,899 - mmaction - INFO - Epoch [45][1760/3757] lr: 9.289e-02, eta: 7 days, 17:44:56, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.2623, loss: 3.2623, grad_norm: 2.2282 2020-07-25 10:47:24,718 - mmaction - INFO - Epoch [45][1780/3757] lr: 9.289e-02, eta: 7 days, 17:44:26, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5828, loss_cls: 3.1524, loss: 3.1524, grad_norm: 2.1926 2020-07-25 10:47:40,529 - mmaction - INFO - Epoch [45][1800/3757] lr: 9.289e-02, eta: 7 days, 17:43:56, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5570, loss_cls: 3.2019, loss: 3.2019, grad_norm: 2.1898 2020-07-25 10:47:56,420 - mmaction - INFO - Epoch [45][1820/3757] lr: 9.289e-02, eta: 7 days, 17:43:27, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5719, loss_cls: 3.1234, loss: 3.1234, grad_norm: 2.1625 2020-07-25 10:48:12,280 - mmaction - INFO - Epoch [45][1840/3757] lr: 9.289e-02, eta: 7 days, 17:42:58, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5805, loss_cls: 3.1602, loss: 3.1602, grad_norm: 2.2178 2020-07-25 10:48:28,117 - mmaction - INFO - Epoch [45][1860/3757] lr: 9.289e-02, eta: 7 days, 17:42:29, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5469, loss_cls: 3.1750, loss: 3.1750, grad_norm: 2.1459 2020-07-25 10:48:43,860 - mmaction - INFO - Epoch [45][1880/3757] lr: 9.289e-02, eta: 7 days, 17:41:58, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5820, loss_cls: 3.0776, loss: 3.0776, grad_norm: 2.2055 2020-07-25 10:48:59,696 - mmaction - INFO - Epoch [45][1900/3757] lr: 9.289e-02, eta: 7 days, 17:41:28, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5797, loss_cls: 3.0451, loss: 3.0451, grad_norm: 2.2530 2020-07-25 10:49:15,459 - mmaction - INFO - Epoch [45][1920/3757] lr: 9.289e-02, eta: 7 days, 17:40:58, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5898, loss_cls: 3.0548, loss: 3.0548, grad_norm: 2.2030 2020-07-25 10:49:31,206 - mmaction - INFO - Epoch [45][1940/3757] lr: 9.289e-02, eta: 7 days, 17:40:27, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5633, loss_cls: 3.0950, loss: 3.0950, grad_norm: 2.2365 2020-07-25 10:49:46,951 - mmaction - INFO - Epoch [45][1960/3757] lr: 9.289e-02, eta: 7 days, 17:39:57, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5648, loss_cls: 3.1758, loss: 3.1758, grad_norm: 2.1619 2020-07-25 10:50:02,831 - mmaction - INFO - Epoch [45][1980/3757] lr: 9.289e-02, eta: 7 days, 17:39:28, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5617, loss_cls: 3.2010, loss: 3.2010, grad_norm: 2.2350 2020-07-25 10:50:18,532 - mmaction - INFO - Epoch [45][2000/3757] lr: 9.289e-02, eta: 7 days, 17:38:56, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5570, loss_cls: 3.1265, loss: 3.1265, grad_norm: 2.1583 2020-07-25 10:50:34,333 - mmaction - INFO - Epoch [45][2020/3757] lr: 9.289e-02, eta: 7 days, 17:38:26, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5609, loss_cls: 3.1487, loss: 3.1487, grad_norm: 2.1922 2020-07-25 10:50:50,111 - mmaction - INFO - Epoch [45][2040/3757] lr: 9.289e-02, eta: 7 days, 17:37:56, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5773, loss_cls: 3.1360, loss: 3.1360, grad_norm: 2.1956 2020-07-25 10:51:05,952 - mmaction - INFO - Epoch [45][2060/3757] lr: 9.289e-02, eta: 7 days, 17:37:27, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5547, loss_cls: 3.1994, loss: 3.1994, grad_norm: 2.1992 2020-07-25 10:51:21,691 - mmaction - INFO - Epoch [45][2080/3757] lr: 9.289e-02, eta: 7 days, 17:36:56, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5492, loss_cls: 3.2174, loss: 3.2174, grad_norm: 2.2502 2020-07-25 10:51:37,558 - mmaction - INFO - Epoch [45][2100/3757] lr: 9.289e-02, eta: 7 days, 17:36:27, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5563, loss_cls: 3.1738, loss: 3.1738, grad_norm: 2.2096 2020-07-25 10:51:53,464 - mmaction - INFO - Epoch [45][2120/3757] lr: 9.289e-02, eta: 7 days, 17:35:59, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5680, loss_cls: 3.0938, loss: 3.0938, grad_norm: 2.1963 2020-07-25 10:52:09,179 - mmaction - INFO - Epoch [45][2140/3757] lr: 9.289e-02, eta: 7 days, 17:35:28, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5531, loss_cls: 3.2077, loss: 3.2077, grad_norm: 2.2484 2020-07-25 10:52:24,974 - mmaction - INFO - Epoch [45][2160/3757] lr: 9.289e-02, eta: 7 days, 17:34:58, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5609, loss_cls: 3.2201, loss: 3.2201, grad_norm: 2.2492 2020-07-25 10:52:40,797 - mmaction - INFO - Epoch [45][2180/3757] lr: 9.289e-02, eta: 7 days, 17:34:28, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.1809, loss: 3.1809, grad_norm: 2.2275 2020-07-25 10:52:56,685 - mmaction - INFO - Epoch [45][2200/3757] lr: 9.289e-02, eta: 7 days, 17:33:59, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5859, loss_cls: 3.1202, loss: 3.1202, grad_norm: 2.2128 2020-07-25 10:53:12,548 - mmaction - INFO - Epoch [45][2220/3757] lr: 9.289e-02, eta: 7 days, 17:33:30, time: 0.794, data_time: 0.002, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5781, loss_cls: 3.1416, loss: 3.1416, grad_norm: 2.1953 2020-07-25 10:53:28,458 - mmaction - INFO - Epoch [45][2240/3757] lr: 9.289e-02, eta: 7 days, 17:33:02, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5617, loss_cls: 3.1115, loss: 3.1115, grad_norm: 2.1802 2020-07-25 10:53:44,287 - mmaction - INFO - Epoch [45][2260/3757] lr: 9.289e-02, eta: 7 days, 17:32:33, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5672, loss_cls: 3.1728, loss: 3.1728, grad_norm: 2.2512 2020-07-25 10:53:59,990 - mmaction - INFO - Epoch [45][2280/3757] lr: 9.289e-02, eta: 7 days, 17:32:01, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5859, loss_cls: 3.0946, loss: 3.0946, grad_norm: 2.2174 2020-07-25 10:54:15,785 - mmaction - INFO - Epoch [45][2300/3757] lr: 9.289e-02, eta: 7 days, 17:31:32, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5766, loss_cls: 3.1784, loss: 3.1784, grad_norm: 2.2172 2020-07-25 10:54:31,584 - mmaction - INFO - Epoch [45][2320/3757] lr: 9.289e-02, eta: 7 days, 17:31:02, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5609, loss_cls: 3.1160, loss: 3.1160, grad_norm: 2.2017 2020-07-25 10:54:47,427 - mmaction - INFO - Epoch [45][2340/3757] lr: 9.289e-02, eta: 7 days, 17:30:33, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5555, loss_cls: 3.1215, loss: 3.1215, grad_norm: 2.2522 2020-07-25 10:55:03,195 - mmaction - INFO - Epoch [45][2360/3757] lr: 9.289e-02, eta: 7 days, 17:30:02, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5609, loss_cls: 3.1931, loss: 3.1931, grad_norm: 2.1973 2020-07-25 10:55:18,913 - mmaction - INFO - Epoch [45][2380/3757] lr: 9.289e-02, eta: 7 days, 17:29:32, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 2.9908, loss: 2.9908, grad_norm: 2.1339 2020-07-25 10:55:34,696 - mmaction - INFO - Epoch [45][2400/3757] lr: 9.289e-02, eta: 7 days, 17:29:02, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5703, loss_cls: 3.1110, loss: 3.1110, grad_norm: 2.2057 2020-07-25 10:55:50,438 - mmaction - INFO - Epoch [45][2420/3757] lr: 9.289e-02, eta: 7 days, 17:28:31, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5547, loss_cls: 3.1666, loss: 3.1666, grad_norm: 2.2039 2020-07-25 10:56:06,222 - mmaction - INFO - Epoch [45][2440/3757] lr: 9.289e-02, eta: 7 days, 17:28:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5984, loss_cls: 3.0428, loss: 3.0428, grad_norm: 2.2255 2020-07-25 10:56:22,010 - mmaction - INFO - Epoch [45][2460/3757] lr: 9.289e-02, eta: 7 days, 17:27:31, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5766, loss_cls: 3.1416, loss: 3.1416, grad_norm: 2.2593 2020-07-25 10:56:37,861 - mmaction - INFO - Epoch [45][2480/3757] lr: 9.289e-02, eta: 7 days, 17:27:02, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5633, loss_cls: 3.1775, loss: 3.1775, grad_norm: 2.2182 2020-07-25 10:56:53,672 - mmaction - INFO - Epoch [45][2500/3757] lr: 9.289e-02, eta: 7 days, 17:26:33, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5641, loss_cls: 3.2296, loss: 3.2296, grad_norm: 2.2090 2020-07-25 10:57:09,504 - mmaction - INFO - Epoch [45][2520/3757] lr: 9.289e-02, eta: 7 days, 17:26:03, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5914, loss_cls: 3.0047, loss: 3.0047, grad_norm: 2.1921 2020-07-25 10:57:25,252 - mmaction - INFO - Epoch [45][2540/3757] lr: 9.289e-02, eta: 7 days, 17:25:33, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5727, loss_cls: 3.1694, loss: 3.1694, grad_norm: 2.2511 2020-07-25 10:57:41,048 - mmaction - INFO - Epoch [45][2560/3757] lr: 9.289e-02, eta: 7 days, 17:25:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5648, loss_cls: 3.2173, loss: 3.2173, grad_norm: 2.1994 2020-07-25 10:57:56,822 - mmaction - INFO - Epoch [45][2580/3757] lr: 9.289e-02, eta: 7 days, 17:24:33, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5914, loss_cls: 3.0333, loss: 3.0333, grad_norm: 2.2641 2020-07-25 10:58:12,606 - mmaction - INFO - Epoch [45][2600/3757] lr: 9.289e-02, eta: 7 days, 17:24:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5633, loss_cls: 3.1404, loss: 3.1404, grad_norm: 2.2989 2020-07-25 10:58:28,342 - mmaction - INFO - Epoch [45][2620/3757] lr: 9.289e-02, eta: 7 days, 17:23:33, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5805, loss_cls: 3.0999, loss: 3.0999, grad_norm: 2.2638 2020-07-25 10:58:44,145 - mmaction - INFO - Epoch [45][2640/3757] lr: 9.289e-02, eta: 7 days, 17:23:03, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5633, loss_cls: 3.2056, loss: 3.2056, grad_norm: 2.2351 2020-07-25 10:58:59,869 - mmaction - INFO - Epoch [45][2660/3757] lr: 9.289e-02, eta: 7 days, 17:22:33, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5555, loss_cls: 3.2143, loss: 3.2143, grad_norm: 2.2448 2020-07-25 10:59:15,665 - mmaction - INFO - Epoch [45][2680/3757] lr: 9.289e-02, eta: 7 days, 17:22:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5617, loss_cls: 3.1823, loss: 3.1823, grad_norm: 2.2337 2020-07-25 10:59:31,413 - mmaction - INFO - Epoch [45][2700/3757] lr: 9.289e-02, eta: 7 days, 17:21:33, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.1094, loss: 3.1094, grad_norm: 2.2150 2020-07-25 10:59:47,158 - mmaction - INFO - Epoch [45][2720/3757] lr: 9.289e-02, eta: 7 days, 17:21:03, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5617, loss_cls: 3.2110, loss: 3.2110, grad_norm: 2.2336 2020-07-25 11:00:05,347 - mmaction - INFO - Epoch [45][2740/3757] lr: 9.289e-02, eta: 7 days, 17:20:34, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5789, loss_cls: 3.1406, loss: 3.1406, grad_norm: 2.2301 2020-07-25 11:00:24,723 - mmaction - INFO - Epoch [45][2760/3757] lr: 9.289e-02, eta: 7 days, 17:21:19, time: 1.084, data_time: 0.131, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5703, loss_cls: 3.1038, loss: 3.1038, grad_norm: 2.2828 2020-07-25 11:00:40,480 - mmaction - INFO - Epoch [45][2780/3757] lr: 9.289e-02, eta: 7 days, 17:20:49, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5578, loss_cls: 3.2418, loss: 3.2418, grad_norm: 2.2809 2020-07-25 11:00:56,365 - mmaction - INFO - Epoch [45][2800/3757] lr: 9.289e-02, eta: 7 days, 17:20:20, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5680, loss_cls: 3.1528, loss: 3.1528, grad_norm: 2.1673 2020-07-25 11:01:12,102 - mmaction - INFO - Epoch [45][2820/3757] lr: 9.289e-02, eta: 7 days, 17:19:50, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5664, loss_cls: 3.1675, loss: 3.1675, grad_norm: 2.2255 2020-07-25 11:01:27,891 - mmaction - INFO - Epoch [45][2840/3757] lr: 9.289e-02, eta: 7 days, 17:19:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5695, loss_cls: 3.1554, loss: 3.1554, grad_norm: 2.2562 2020-07-25 11:01:43,562 - mmaction - INFO - Epoch [45][2860/3757] lr: 9.289e-02, eta: 7 days, 17:18:49, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5516, loss_cls: 3.2266, loss: 3.2266, grad_norm: 2.1992 2020-07-25 11:01:59,381 - mmaction - INFO - Epoch [45][2880/3757] lr: 9.289e-02, eta: 7 days, 17:18:19, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5945, loss_cls: 3.0719, loss: 3.0719, grad_norm: 2.2189 2020-07-25 11:02:15,203 - mmaction - INFO - Epoch [45][2900/3757] lr: 9.289e-02, eta: 7 days, 17:17:50, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5570, loss_cls: 3.1980, loss: 3.1980, grad_norm: 2.1972 2020-07-25 11:02:30,978 - mmaction - INFO - Epoch [45][2920/3757] lr: 9.289e-02, eta: 7 days, 17:17:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5648, loss_cls: 3.1587, loss: 3.1587, grad_norm: 2.1564 2020-07-25 11:02:46,773 - mmaction - INFO - Epoch [45][2940/3757] lr: 9.289e-02, eta: 7 days, 17:16:51, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5617, loss_cls: 3.1641, loss: 3.1641, grad_norm: 2.2065 2020-07-25 11:03:02,553 - mmaction - INFO - Epoch [45][2960/3757] lr: 9.289e-02, eta: 7 days, 17:16:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5594, loss_cls: 3.1838, loss: 3.1838, grad_norm: 2.1993 2020-07-25 11:03:18,326 - mmaction - INFO - Epoch [45][2980/3757] lr: 9.289e-02, eta: 7 days, 17:15:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5797, loss_cls: 3.0596, loss: 3.0596, grad_norm: 2.1736 2020-07-25 11:03:34,132 - mmaction - INFO - Epoch [45][3000/3757] lr: 9.289e-02, eta: 7 days, 17:15:21, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5680, loss_cls: 3.2089, loss: 3.2089, grad_norm: 2.2582 2020-07-25 11:03:49,831 - mmaction - INFO - Epoch [45][3020/3757] lr: 9.289e-02, eta: 7 days, 17:14:51, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5695, loss_cls: 3.1931, loss: 3.1931, grad_norm: 2.2569 2020-07-25 11:04:05,678 - mmaction - INFO - Epoch [45][3040/3757] lr: 9.289e-02, eta: 7 days, 17:14:22, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5789, loss_cls: 3.0933, loss: 3.0933, grad_norm: 2.2286 2020-07-25 11:04:21,453 - mmaction - INFO - Epoch [45][3060/3757] lr: 9.289e-02, eta: 7 days, 17:13:52, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5648, loss_cls: 3.1623, loss: 3.1623, grad_norm: 2.2119 2020-07-25 11:04:37,329 - mmaction - INFO - Epoch [45][3080/3757] lr: 9.289e-02, eta: 7 days, 17:13:23, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5867, loss_cls: 3.1215, loss: 3.1215, grad_norm: 2.2584 2020-07-25 11:04:53,111 - mmaction - INFO - Epoch [45][3100/3757] lr: 9.289e-02, eta: 7 days, 17:12:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5453, loss_cls: 3.2544, loss: 3.2544, grad_norm: 2.2569 2020-07-25 11:05:08,932 - mmaction - INFO - Epoch [45][3120/3757] lr: 9.289e-02, eta: 7 days, 17:12:24, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5844, loss_cls: 3.0850, loss: 3.0850, grad_norm: 2.1711 2020-07-25 11:05:24,735 - mmaction - INFO - Epoch [45][3140/3757] lr: 9.289e-02, eta: 7 days, 17:11:55, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5359, loss_cls: 3.2847, loss: 3.2847, grad_norm: 2.2556 2020-07-25 11:05:40,477 - mmaction - INFO - Epoch [45][3160/3757] lr: 9.289e-02, eta: 7 days, 17:11:25, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.0961, loss: 3.0961, grad_norm: 2.2075 2020-07-25 11:05:56,220 - mmaction - INFO - Epoch [45][3180/3757] lr: 9.289e-02, eta: 7 days, 17:10:55, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5633, loss_cls: 3.1457, loss: 3.1457, grad_norm: 2.2534 2020-07-25 11:06:11,997 - mmaction - INFO - Epoch [45][3200/3757] lr: 9.289e-02, eta: 7 days, 17:10:25, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5859, loss_cls: 3.1043, loss: 3.1043, grad_norm: 2.2608 2020-07-25 11:06:27,820 - mmaction - INFO - Epoch [45][3220/3757] lr: 9.289e-02, eta: 7 days, 17:09:56, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5469, loss_cls: 3.2450, loss: 3.2450, grad_norm: 2.2264 2020-07-25 11:06:43,625 - mmaction - INFO - Epoch [45][3240/3757] lr: 9.289e-02, eta: 7 days, 17:09:27, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5828, loss_cls: 3.0844, loss: 3.0844, grad_norm: 2.1993 2020-07-25 11:06:59,521 - mmaction - INFO - Epoch [45][3260/3757] lr: 9.289e-02, eta: 7 days, 17:08:58, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1652, loss: 3.1652, grad_norm: 2.2737 2020-07-25 11:07:15,358 - mmaction - INFO - Epoch [45][3280/3757] lr: 9.289e-02, eta: 7 days, 17:08:30, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5437, loss_cls: 3.2276, loss: 3.2276, grad_norm: 2.2729 2020-07-25 11:07:31,184 - mmaction - INFO - Epoch [45][3300/3757] lr: 9.289e-02, eta: 7 days, 17:08:00, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5461, loss_cls: 3.2729, loss: 3.2729, grad_norm: 2.1749 2020-07-25 11:07:47,063 - mmaction - INFO - Epoch [45][3320/3757] lr: 9.289e-02, eta: 7 days, 17:07:32, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5516, loss_cls: 3.2342, loss: 3.2342, grad_norm: 2.2228 2020-07-25 11:08:02,921 - mmaction - INFO - Epoch [45][3340/3757] lr: 9.289e-02, eta: 7 days, 17:07:03, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.2044, loss: 3.2044, grad_norm: 2.1324 2020-07-25 11:08:18,747 - mmaction - INFO - Epoch [45][3360/3757] lr: 9.289e-02, eta: 7 days, 17:06:34, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5695, loss_cls: 3.1444, loss: 3.1444, grad_norm: 2.1965 2020-07-25 11:08:34,619 - mmaction - INFO - Epoch [45][3380/3757] lr: 9.289e-02, eta: 7 days, 17:06:06, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5570, loss_cls: 3.2409, loss: 3.2409, grad_norm: 2.1910 2020-07-25 11:08:50,455 - mmaction - INFO - Epoch [45][3400/3757] lr: 9.289e-02, eta: 7 days, 17:05:37, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5578, loss_cls: 3.1860, loss: 3.1860, grad_norm: 2.1913 2020-07-25 11:09:06,270 - mmaction - INFO - Epoch [45][3420/3757] lr: 9.289e-02, eta: 7 days, 17:05:08, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5836, loss_cls: 3.0718, loss: 3.0718, grad_norm: 2.2369 2020-07-25 11:09:21,999 - mmaction - INFO - Epoch [45][3440/3757] lr: 9.289e-02, eta: 7 days, 17:04:38, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5727, loss_cls: 3.0786, loss: 3.0786, grad_norm: 2.1833 2020-07-25 11:09:37,884 - mmaction - INFO - Epoch [45][3460/3757] lr: 9.289e-02, eta: 7 days, 17:04:09, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5664, loss_cls: 3.1620, loss: 3.1620, grad_norm: 2.1204 2020-07-25 11:09:53,645 - mmaction - INFO - Epoch [45][3480/3757] lr: 9.289e-02, eta: 7 days, 17:03:39, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5695, loss_cls: 3.1781, loss: 3.1781, grad_norm: 2.2579 2020-07-25 11:10:09,450 - mmaction - INFO - Epoch [45][3500/3757] lr: 9.289e-02, eta: 7 days, 17:03:10, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5586, loss_cls: 3.1667, loss: 3.1667, grad_norm: 2.2977 2020-07-25 11:10:25,237 - mmaction - INFO - Epoch [45][3520/3757] lr: 9.289e-02, eta: 7 days, 17:02:41, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5609, loss_cls: 3.1599, loss: 3.1599, grad_norm: 2.1856 2020-07-25 11:10:41,037 - mmaction - INFO - Epoch [45][3540/3757] lr: 9.289e-02, eta: 7 days, 17:02:12, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5797, loss_cls: 3.1478, loss: 3.1478, grad_norm: 2.1898 2020-07-25 11:10:56,903 - mmaction - INFO - Epoch [45][3560/3757] lr: 9.289e-02, eta: 7 days, 17:01:43, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5563, loss_cls: 3.2256, loss: 3.2256, grad_norm: 2.2270 2020-07-25 11:11:12,586 - mmaction - INFO - Epoch [45][3580/3757] lr: 9.289e-02, eta: 7 days, 17:01:12, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5867, loss_cls: 3.1151, loss: 3.1151, grad_norm: 2.2449 2020-07-25 11:11:28,369 - mmaction - INFO - Epoch [45][3600/3757] lr: 9.289e-02, eta: 7 days, 17:00:43, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5539, loss_cls: 3.1756, loss: 3.1756, grad_norm: 2.2513 2020-07-25 11:11:44,162 - mmaction - INFO - Epoch [45][3620/3757] lr: 9.289e-02, eta: 7 days, 17:00:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5578, loss_cls: 3.1685, loss: 3.1685, grad_norm: 2.1726 2020-07-25 11:11:59,911 - mmaction - INFO - Epoch [45][3640/3757] lr: 9.289e-02, eta: 7 days, 16:59:44, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5477, loss_cls: 3.2423, loss: 3.2423, grad_norm: 2.2353 2020-07-25 11:12:15,681 - mmaction - INFO - Epoch [45][3660/3757] lr: 9.289e-02, eta: 7 days, 16:59:14, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5758, loss_cls: 3.1507, loss: 3.1507, grad_norm: 2.1801 2020-07-25 11:12:31,470 - mmaction - INFO - Epoch [45][3680/3757] lr: 9.289e-02, eta: 7 days, 16:58:45, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5727, loss_cls: 3.0643, loss: 3.0643, grad_norm: 2.1947 2020-07-25 11:12:47,356 - mmaction - INFO - Epoch [45][3700/3757] lr: 9.289e-02, eta: 7 days, 16:58:17, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5758, loss_cls: 3.1438, loss: 3.1438, grad_norm: 2.2677 2020-07-25 11:13:03,181 - mmaction - INFO - Epoch [45][3720/3757] lr: 9.289e-02, eta: 7 days, 16:57:48, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5664, loss_cls: 3.0997, loss: 3.0997, grad_norm: 2.2146 2020-07-25 11:13:19,060 - mmaction - INFO - Epoch [45][3740/3757] lr: 9.289e-02, eta: 7 days, 16:57:20, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5586, loss_cls: 3.1374, loss: 3.1374, grad_norm: 2.2091 2020-07-25 11:16:51,550 - mmaction - INFO - Epoch [46][20/3757] lr: 9.257e-02, eta: 7 days, 17:29:23, time: 9.428, data_time: 8.506, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5492, loss_cls: 3.2370, loss: 3.2370, grad_norm: 2.2174 2020-07-25 11:17:07,236 - mmaction - INFO - Epoch [46][40/3757] lr: 9.257e-02, eta: 7 days, 17:28:51, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5742, loss_cls: 3.1488, loss: 3.1488, grad_norm: 2.1925 2020-07-25 11:17:23,035 - mmaction - INFO - Epoch [46][60/3757] lr: 9.257e-02, eta: 7 days, 17:28:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2828, top5_acc: 0.5469, loss_cls: 3.2570, loss: 3.2570, grad_norm: 2.2502 2020-07-25 11:17:38,802 - mmaction - INFO - Epoch [46][80/3757] lr: 9.257e-02, eta: 7 days, 17:27:51, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5859, loss_cls: 3.0329, loss: 3.0329, grad_norm: 2.2351 2020-07-25 11:17:54,588 - mmaction - INFO - Epoch [46][100/3757] lr: 9.257e-02, eta: 7 days, 17:27:21, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5484, loss_cls: 3.1702, loss: 3.1702, grad_norm: 2.2313 2020-07-25 11:18:10,373 - mmaction - INFO - Epoch [46][120/3757] lr: 9.257e-02, eta: 7 days, 17:26:51, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5742, loss_cls: 3.1410, loss: 3.1410, grad_norm: 2.1596 2020-07-25 11:18:26,146 - mmaction - INFO - Epoch [46][140/3757] lr: 9.257e-02, eta: 7 days, 17:26:21, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5719, loss_cls: 3.1272, loss: 3.1272, grad_norm: 2.2045 2020-07-25 11:18:41,924 - mmaction - INFO - Epoch [46][160/3757] lr: 9.257e-02, eta: 7 days, 17:25:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5805, loss_cls: 3.1210, loss: 3.1210, grad_norm: 2.1930 2020-07-25 11:18:57,704 - mmaction - INFO - Epoch [46][180/3757] lr: 9.257e-02, eta: 7 days, 17:25:21, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5922, loss_cls: 3.0817, loss: 3.0817, grad_norm: 2.1917 2020-07-25 11:19:13,553 - mmaction - INFO - Epoch [46][200/3757] lr: 9.257e-02, eta: 7 days, 17:24:52, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5852, loss_cls: 3.0873, loss: 3.0873, grad_norm: 2.1967 2020-07-25 11:19:29,343 - mmaction - INFO - Epoch [46][220/3757] lr: 9.257e-02, eta: 7 days, 17:24:22, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5891, loss_cls: 3.0388, loss: 3.0388, grad_norm: 2.2908 2020-07-25 11:19:45,130 - mmaction - INFO - Epoch [46][240/3757] lr: 9.257e-02, eta: 7 days, 17:23:52, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5797, loss_cls: 3.1255, loss: 3.1255, grad_norm: 2.2479 2020-07-25 11:20:01,004 - mmaction - INFO - Epoch [46][260/3757] lr: 9.257e-02, eta: 7 days, 17:23:23, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5695, loss_cls: 3.1643, loss: 3.1643, grad_norm: 2.2154 2020-07-25 11:20:16,821 - mmaction - INFO - Epoch [46][280/3757] lr: 9.257e-02, eta: 7 days, 17:22:54, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.1434, loss: 3.1434, grad_norm: 2.2191 2020-07-25 11:20:32,592 - mmaction - INFO - Epoch [46][300/3757] lr: 9.257e-02, eta: 7 days, 17:22:24, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5508, loss_cls: 3.1537, loss: 3.1537, grad_norm: 2.2189 2020-07-25 11:20:48,375 - mmaction - INFO - Epoch [46][320/3757] lr: 9.257e-02, eta: 7 days, 17:21:54, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5586, loss_cls: 3.1243, loss: 3.1243, grad_norm: 2.2147 2020-07-25 11:21:04,180 - mmaction - INFO - Epoch [46][340/3757] lr: 9.257e-02, eta: 7 days, 17:21:24, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5781, loss_cls: 3.1192, loss: 3.1192, grad_norm: 2.1633 2020-07-25 11:21:19,949 - mmaction - INFO - Epoch [46][360/3757] lr: 9.257e-02, eta: 7 days, 17:20:54, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5828, loss_cls: 3.1181, loss: 3.1181, grad_norm: 2.1895 2020-07-25 11:21:35,756 - mmaction - INFO - Epoch [46][380/3757] lr: 9.257e-02, eta: 7 days, 17:20:24, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5703, loss_cls: 3.1288, loss: 3.1288, grad_norm: 2.2297 2020-07-25 11:21:51,600 - mmaction - INFO - Epoch [46][400/3757] lr: 9.257e-02, eta: 7 days, 17:19:55, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5695, loss_cls: 3.1164, loss: 3.1164, grad_norm: 2.2113 2020-07-25 11:22:07,442 - mmaction - INFO - Epoch [46][420/3757] lr: 9.257e-02, eta: 7 days, 17:19:26, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 3.1898, loss: 3.1898, grad_norm: 2.2093 2020-07-25 11:22:23,177 - mmaction - INFO - Epoch [46][440/3757] lr: 9.257e-02, eta: 7 days, 17:18:56, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5883, loss_cls: 3.0638, loss: 3.0638, grad_norm: 2.2223 2020-07-25 11:22:38,994 - mmaction - INFO - Epoch [46][460/3757] lr: 9.257e-02, eta: 7 days, 17:18:26, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5984, loss_cls: 3.0690, loss: 3.0690, grad_norm: 2.2525 2020-07-25 11:22:54,743 - mmaction - INFO - Epoch [46][480/3757] lr: 9.257e-02, eta: 7 days, 17:17:56, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5414, loss_cls: 3.2878, loss: 3.2878, grad_norm: 2.2385 2020-07-25 11:23:10,544 - mmaction - INFO - Epoch [46][500/3757] lr: 9.257e-02, eta: 7 days, 17:17:26, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5781, loss_cls: 3.1131, loss: 3.1131, grad_norm: 2.1735 2020-07-25 11:23:26,340 - mmaction - INFO - Epoch [46][520/3757] lr: 9.257e-02, eta: 7 days, 17:16:56, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5766, loss_cls: 3.1140, loss: 3.1140, grad_norm: 2.2554 2020-07-25 11:23:42,100 - mmaction - INFO - Epoch [46][540/3757] lr: 9.257e-02, eta: 7 days, 17:16:26, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5906, loss_cls: 3.0527, loss: 3.0527, grad_norm: 2.2396 2020-07-25 11:23:57,962 - mmaction - INFO - Epoch [46][560/3757] lr: 9.257e-02, eta: 7 days, 17:15:58, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5594, loss_cls: 3.2028, loss: 3.2028, grad_norm: 2.2626 2020-07-25 11:24:13,733 - mmaction - INFO - Epoch [46][580/3757] lr: 9.257e-02, eta: 7 days, 17:15:28, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5828, loss_cls: 3.0606, loss: 3.0606, grad_norm: 2.1935 2020-07-25 11:24:29,485 - mmaction - INFO - Epoch [46][600/3757] lr: 9.257e-02, eta: 7 days, 17:14:57, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5539, loss_cls: 3.1902, loss: 3.1902, grad_norm: 2.2729 2020-07-25 11:24:45,319 - mmaction - INFO - Epoch [46][620/3757] lr: 9.257e-02, eta: 7 days, 17:14:28, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5836, loss_cls: 3.1061, loss: 3.1061, grad_norm: 2.2716 2020-07-25 11:25:01,072 - mmaction - INFO - Epoch [46][640/3757] lr: 9.257e-02, eta: 7 days, 17:13:58, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5602, loss_cls: 3.1624, loss: 3.1624, grad_norm: 2.2616 2020-07-25 11:25:16,961 - mmaction - INFO - Epoch [46][660/3757] lr: 9.257e-02, eta: 7 days, 17:13:29, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5773, loss_cls: 3.1211, loss: 3.1211, grad_norm: 2.3094 2020-07-25 11:25:32,749 - mmaction - INFO - Epoch [46][680/3757] lr: 9.257e-02, eta: 7 days, 17:13:00, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5742, loss_cls: 3.1016, loss: 3.1016, grad_norm: 2.2468 2020-07-25 11:25:48,624 - mmaction - INFO - Epoch [46][700/3757] lr: 9.257e-02, eta: 7 days, 17:12:31, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5773, loss_cls: 3.0952, loss: 3.0952, grad_norm: 2.2331 2020-07-25 11:26:04,404 - mmaction - INFO - Epoch [46][720/3757] lr: 9.257e-02, eta: 7 days, 17:12:02, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5695, loss_cls: 3.1519, loss: 3.1519, grad_norm: 2.2659 2020-07-25 11:26:20,156 - mmaction - INFO - Epoch [46][740/3757] lr: 9.257e-02, eta: 7 days, 17:11:31, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5695, loss_cls: 3.1725, loss: 3.1725, grad_norm: 2.2465 2020-07-25 11:26:35,986 - mmaction - INFO - Epoch [46][760/3757] lr: 9.257e-02, eta: 7 days, 17:11:02, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5781, loss_cls: 3.1702, loss: 3.1702, grad_norm: 2.2022 2020-07-25 11:26:51,806 - mmaction - INFO - Epoch [46][780/3757] lr: 9.257e-02, eta: 7 days, 17:10:33, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5641, loss_cls: 3.2021, loss: 3.2021, grad_norm: 2.2500 2020-07-25 11:27:07,634 - mmaction - INFO - Epoch [46][800/3757] lr: 9.257e-02, eta: 7 days, 17:10:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5648, loss_cls: 3.1631, loss: 3.1631, grad_norm: 2.1931 2020-07-25 11:27:23,430 - mmaction - INFO - Epoch [46][820/3757] lr: 9.257e-02, eta: 7 days, 17:09:34, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5484, loss_cls: 3.1836, loss: 3.1836, grad_norm: 2.2148 2020-07-25 11:27:39,237 - mmaction - INFO - Epoch [46][840/3757] lr: 9.257e-02, eta: 7 days, 17:09:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5898, loss_cls: 3.1093, loss: 3.1093, grad_norm: 2.1774 2020-07-25 11:27:55,064 - mmaction - INFO - Epoch [46][860/3757] lr: 9.257e-02, eta: 7 days, 17:08:35, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5898, loss_cls: 3.0277, loss: 3.0277, grad_norm: 2.1735 2020-07-25 11:28:10,875 - mmaction - INFO - Epoch [46][880/3757] lr: 9.257e-02, eta: 7 days, 17:08:06, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1281, loss: 3.1281, grad_norm: 2.2042 2020-07-25 11:28:26,713 - mmaction - INFO - Epoch [46][900/3757] lr: 9.257e-02, eta: 7 days, 17:07:37, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6078, loss_cls: 3.0353, loss: 3.0353, grad_norm: 2.1697 2020-07-25 11:28:42,498 - mmaction - INFO - Epoch [46][920/3757] lr: 9.257e-02, eta: 7 days, 17:07:08, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2852, top5_acc: 0.5500, loss_cls: 3.2352, loss: 3.2352, grad_norm: 2.2481 2020-07-25 11:28:58,286 - mmaction - INFO - Epoch [46][940/3757] lr: 9.257e-02, eta: 7 days, 17:06:38, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5570, loss_cls: 3.1673, loss: 3.1673, grad_norm: 2.1816 2020-07-25 11:29:14,112 - mmaction - INFO - Epoch [46][960/3757] lr: 9.257e-02, eta: 7 days, 17:06:09, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5758, loss_cls: 3.0460, loss: 3.0460, grad_norm: 2.2106 2020-07-25 11:29:29,945 - mmaction - INFO - Epoch [46][980/3757] lr: 9.257e-02, eta: 7 days, 17:05:40, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5461, loss_cls: 3.2189, loss: 3.2189, grad_norm: 2.2003 2020-07-25 11:29:45,785 - mmaction - INFO - Epoch [46][1000/3757] lr: 9.257e-02, eta: 7 days, 17:05:11, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5727, loss_cls: 3.1232, loss: 3.1232, grad_norm: 2.2085 2020-07-25 11:30:01,576 - mmaction - INFO - Epoch [46][1020/3757] lr: 9.257e-02, eta: 7 days, 17:04:41, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5852, loss_cls: 3.1185, loss: 3.1185, grad_norm: 2.3171 2020-07-25 11:30:17,408 - mmaction - INFO - Epoch [46][1040/3757] lr: 9.257e-02, eta: 7 days, 17:04:12, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1970, loss: 3.1970, grad_norm: 2.2851 2020-07-25 11:30:33,242 - mmaction - INFO - Epoch [46][1060/3757] lr: 9.257e-02, eta: 7 days, 17:03:43, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5555, loss_cls: 3.1979, loss: 3.1979, grad_norm: 2.2102 2020-07-25 11:30:49,037 - mmaction - INFO - Epoch [46][1080/3757] lr: 9.257e-02, eta: 7 days, 17:03:14, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.1171, loss: 3.1171, grad_norm: 2.2565 2020-07-25 11:31:04,797 - mmaction - INFO - Epoch [46][1100/3757] lr: 9.257e-02, eta: 7 days, 17:02:44, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5711, loss_cls: 3.1407, loss: 3.1407, grad_norm: 2.3054 2020-07-25 11:31:20,636 - mmaction - INFO - Epoch [46][1120/3757] lr: 9.257e-02, eta: 7 days, 17:02:15, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5789, loss_cls: 3.1101, loss: 3.1101, grad_norm: 2.2725 2020-07-25 11:31:36,398 - mmaction - INFO - Epoch [46][1140/3757] lr: 9.257e-02, eta: 7 days, 17:01:45, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.1408, loss: 3.1408, grad_norm: 2.1664 2020-07-25 11:31:52,207 - mmaction - INFO - Epoch [46][1160/3757] lr: 9.257e-02, eta: 7 days, 17:01:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5586, loss_cls: 3.1553, loss: 3.1553, grad_norm: 2.2460 2020-07-25 11:32:08,128 - mmaction - INFO - Epoch [46][1180/3757] lr: 9.257e-02, eta: 7 days, 17:00:48, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.1974, loss: 3.1974, grad_norm: 2.2004 2020-07-25 11:32:23,936 - mmaction - INFO - Epoch [46][1200/3757] lr: 9.257e-02, eta: 7 days, 17:00:19, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5961, loss_cls: 3.0905, loss: 3.0905, grad_norm: 2.2004 2020-07-25 11:32:39,750 - mmaction - INFO - Epoch [46][1220/3757] lr: 9.257e-02, eta: 7 days, 16:59:50, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5578, loss_cls: 3.1517, loss: 3.1517, grad_norm: 2.1986 2020-07-25 11:32:55,564 - mmaction - INFO - Epoch [46][1240/3757] lr: 9.257e-02, eta: 7 days, 16:59:20, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5602, loss_cls: 3.1523, loss: 3.1523, grad_norm: 2.2077 2020-07-25 11:33:11,304 - mmaction - INFO - Epoch [46][1260/3757] lr: 9.257e-02, eta: 7 days, 16:58:50, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5906, loss_cls: 3.0344, loss: 3.0344, grad_norm: 2.1855 2020-07-25 11:33:27,145 - mmaction - INFO - Epoch [46][1280/3757] lr: 9.257e-02, eta: 7 days, 16:58:22, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5586, loss_cls: 3.1802, loss: 3.1802, grad_norm: 2.2372 2020-07-25 11:33:42,975 - mmaction - INFO - Epoch [46][1300/3757] lr: 9.257e-02, eta: 7 days, 16:57:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5625, loss_cls: 3.1616, loss: 3.1616, grad_norm: 2.1825 2020-07-25 11:33:58,735 - mmaction - INFO - Epoch [46][1320/3757] lr: 9.257e-02, eta: 7 days, 16:57:23, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5727, loss_cls: 3.1164, loss: 3.1164, grad_norm: 2.2042 2020-07-25 11:34:14,540 - mmaction - INFO - Epoch [46][1340/3757] lr: 9.257e-02, eta: 7 days, 16:56:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6008, loss_cls: 3.0438, loss: 3.0438, grad_norm: 2.1525 2020-07-25 11:34:30,258 - mmaction - INFO - Epoch [46][1360/3757] lr: 9.257e-02, eta: 7 days, 16:56:23, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5570, loss_cls: 3.1353, loss: 3.1353, grad_norm: 2.2392 2020-07-25 11:34:46,077 - mmaction - INFO - Epoch [46][1380/3757] lr: 9.257e-02, eta: 7 days, 16:55:54, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5563, loss_cls: 3.2329, loss: 3.2329, grad_norm: 2.2667 2020-07-25 11:35:01,916 - mmaction - INFO - Epoch [46][1400/3757] lr: 9.257e-02, eta: 7 days, 16:55:26, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5687, loss_cls: 3.1590, loss: 3.1590, grad_norm: 2.1807 2020-07-25 11:35:17,657 - mmaction - INFO - Epoch [46][1420/3757] lr: 9.257e-02, eta: 7 days, 16:54:55, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.2844, top5_acc: 0.5539, loss_cls: 3.2800, loss: 3.2800, grad_norm: 2.2853 2020-07-25 11:35:33,440 - mmaction - INFO - Epoch [46][1440/3757] lr: 9.257e-02, eta: 7 days, 16:54:26, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6023, loss_cls: 2.9882, loss: 2.9882, grad_norm: 2.1978 2020-07-25 11:35:49,208 - mmaction - INFO - Epoch [46][1460/3757] lr: 9.257e-02, eta: 7 days, 16:53:56, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5836, loss_cls: 3.0602, loss: 3.0602, grad_norm: 2.3049 2020-07-25 11:36:05,087 - mmaction - INFO - Epoch [46][1480/3757] lr: 9.257e-02, eta: 7 days, 16:53:28, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5680, loss_cls: 3.1102, loss: 3.1102, grad_norm: 2.2765 2020-07-25 11:36:20,857 - mmaction - INFO - Epoch [46][1500/3757] lr: 9.257e-02, eta: 7 days, 16:52:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5477, loss_cls: 3.2277, loss: 3.2277, grad_norm: 2.2574 2020-07-25 11:36:36,614 - mmaction - INFO - Epoch [46][1520/3757] lr: 9.257e-02, eta: 7 days, 16:52:29, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5664, loss_cls: 3.1267, loss: 3.1267, grad_norm: 2.1990 2020-07-25 11:36:52,317 - mmaction - INFO - Epoch [46][1540/3757] lr: 9.257e-02, eta: 7 days, 16:51:59, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5695, loss_cls: 3.1313, loss: 3.1313, grad_norm: 2.2072 2020-07-25 11:37:08,170 - mmaction - INFO - Epoch [46][1560/3757] lr: 9.257e-02, eta: 7 days, 16:51:30, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5391, loss_cls: 3.2131, loss: 3.2131, grad_norm: 2.1755 2020-07-25 11:37:23,950 - mmaction - INFO - Epoch [46][1580/3757] lr: 9.257e-02, eta: 7 days, 16:51:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5508, loss_cls: 3.2169, loss: 3.2169, grad_norm: 2.2267 2020-07-25 11:37:39,749 - mmaction - INFO - Epoch [46][1600/3757] lr: 9.257e-02, eta: 7 days, 16:50:31, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5586, loss_cls: 3.1795, loss: 3.1795, grad_norm: 2.1502 2020-07-25 11:37:55,521 - mmaction - INFO - Epoch [46][1620/3757] lr: 9.257e-02, eta: 7 days, 16:50:02, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5727, loss_cls: 3.1621, loss: 3.1621, grad_norm: 2.2243 2020-07-25 11:38:11,300 - mmaction - INFO - Epoch [46][1640/3757] lr: 9.257e-02, eta: 7 days, 16:49:32, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5680, loss_cls: 3.2023, loss: 3.2023, grad_norm: 2.2098 2020-07-25 11:38:27,053 - mmaction - INFO - Epoch [46][1660/3757] lr: 9.257e-02, eta: 7 days, 16:49:03, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.6055, loss_cls: 3.0904, loss: 3.0904, grad_norm: 2.2254 2020-07-25 11:38:42,833 - mmaction - INFO - Epoch [46][1680/3757] lr: 9.257e-02, eta: 7 days, 16:48:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5453, loss_cls: 3.2142, loss: 3.2142, grad_norm: 2.2336 2020-07-25 11:38:58,600 - mmaction - INFO - Epoch [46][1700/3757] lr: 9.257e-02, eta: 7 days, 16:48:04, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5703, loss_cls: 3.1237, loss: 3.1237, grad_norm: 2.2110 2020-07-25 11:39:14,453 - mmaction - INFO - Epoch [46][1720/3757] lr: 9.257e-02, eta: 7 days, 16:47:35, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5719, loss_cls: 3.1478, loss: 3.1478, grad_norm: 2.2318 2020-07-25 11:39:30,265 - mmaction - INFO - Epoch [46][1740/3757] lr: 9.257e-02, eta: 7 days, 16:47:06, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5602, loss_cls: 3.1489, loss: 3.1489, grad_norm: 2.2008 2020-07-25 11:39:46,025 - mmaction - INFO - Epoch [46][1760/3757] lr: 9.257e-02, eta: 7 days, 16:46:37, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5641, loss_cls: 3.2101, loss: 3.2101, grad_norm: 2.2572 2020-07-25 11:40:01,816 - mmaction - INFO - Epoch [46][1780/3757] lr: 9.257e-02, eta: 7 days, 16:46:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5539, loss_cls: 3.2431, loss: 3.2431, grad_norm: 2.2178 2020-07-25 11:40:17,620 - mmaction - INFO - Epoch [46][1800/3757] lr: 9.257e-02, eta: 7 days, 16:45:38, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5555, loss_cls: 3.1313, loss: 3.1313, grad_norm: 2.1285 2020-07-25 11:40:33,401 - mmaction - INFO - Epoch [46][1820/3757] lr: 9.257e-02, eta: 7 days, 16:45:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5648, loss_cls: 3.1569, loss: 3.1569, grad_norm: 2.2046 2020-07-25 11:40:49,221 - mmaction - INFO - Epoch [46][1840/3757] lr: 9.257e-02, eta: 7 days, 16:44:40, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5648, loss_cls: 3.1897, loss: 3.1897, grad_norm: 2.1879 2020-07-25 11:41:04,979 - mmaction - INFO - Epoch [46][1860/3757] lr: 9.257e-02, eta: 7 days, 16:44:11, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5781, loss_cls: 3.0498, loss: 3.0498, grad_norm: 2.2235 2020-07-25 11:41:20,750 - mmaction - INFO - Epoch [46][1880/3757] lr: 9.257e-02, eta: 7 days, 16:43:41, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5898, loss_cls: 3.0690, loss: 3.0690, grad_norm: 2.2533 2020-07-25 11:41:36,495 - mmaction - INFO - Epoch [46][1900/3757] lr: 9.257e-02, eta: 7 days, 16:43:12, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5633, loss_cls: 3.1822, loss: 3.1822, grad_norm: 2.2096 2020-07-25 11:41:52,232 - mmaction - INFO - Epoch [46][1920/3757] lr: 9.257e-02, eta: 7 days, 16:42:42, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5664, loss_cls: 3.1721, loss: 3.1721, grad_norm: 2.2230 2020-07-25 11:42:08,013 - mmaction - INFO - Epoch [46][1940/3757] lr: 9.257e-02, eta: 7 days, 16:42:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5992, loss_cls: 3.0392, loss: 3.0392, grad_norm: 2.2195 2020-07-25 11:42:23,763 - mmaction - INFO - Epoch [46][1960/3757] lr: 9.257e-02, eta: 7 days, 16:41:43, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5813, loss_cls: 3.1055, loss: 3.1055, grad_norm: 2.2215 2020-07-25 11:42:39,626 - mmaction - INFO - Epoch [46][1980/3757] lr: 9.257e-02, eta: 7 days, 16:41:15, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5734, loss_cls: 3.1671, loss: 3.1671, grad_norm: 2.2672 2020-07-25 11:42:55,337 - mmaction - INFO - Epoch [46][2000/3757] lr: 9.257e-02, eta: 7 days, 16:40:44, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5758, loss_cls: 3.1407, loss: 3.1407, grad_norm: 2.2510 2020-07-25 11:43:11,111 - mmaction - INFO - Epoch [46][2020/3757] lr: 9.257e-02, eta: 7 days, 16:40:15, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5695, loss_cls: 3.1757, loss: 3.1757, grad_norm: 2.2759 2020-07-25 11:43:26,889 - mmaction - INFO - Epoch [46][2040/3757] lr: 9.257e-02, eta: 7 days, 16:39:46, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5797, loss_cls: 3.1469, loss: 3.1469, grad_norm: 2.2481 2020-07-25 11:43:42,651 - mmaction - INFO - Epoch [46][2060/3757] lr: 9.257e-02, eta: 7 days, 16:39:16, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5578, loss_cls: 3.2175, loss: 3.2175, grad_norm: 2.1639 2020-07-25 11:43:58,499 - mmaction - INFO - Epoch [46][2080/3757] lr: 9.257e-02, eta: 7 days, 16:38:48, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5852, loss_cls: 3.0745, loss: 3.0745, grad_norm: 2.1896 2020-07-25 11:44:14,275 - mmaction - INFO - Epoch [46][2100/3757] lr: 9.257e-02, eta: 7 days, 16:38:19, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5687, loss_cls: 3.1625, loss: 3.1625, grad_norm: 2.2864 2020-07-25 11:44:30,015 - mmaction - INFO - Epoch [46][2120/3757] lr: 9.257e-02, eta: 7 days, 16:37:49, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5828, loss_cls: 3.0634, loss: 3.0634, grad_norm: 2.1942 2020-07-25 11:44:45,845 - mmaction - INFO - Epoch [46][2140/3757] lr: 9.257e-02, eta: 7 days, 16:37:20, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5766, loss_cls: 3.1018, loss: 3.1018, grad_norm: 2.1809 2020-07-25 11:45:01,617 - mmaction - INFO - Epoch [46][2160/3757] lr: 9.257e-02, eta: 7 days, 16:36:51, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5539, loss_cls: 3.1845, loss: 3.1845, grad_norm: 2.2371 2020-07-25 11:45:17,398 - mmaction - INFO - Epoch [46][2180/3757] lr: 9.257e-02, eta: 7 days, 16:36:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5609, loss_cls: 3.1727, loss: 3.1727, grad_norm: 2.1303 2020-07-25 11:45:33,164 - mmaction - INFO - Epoch [46][2200/3757] lr: 9.257e-02, eta: 7 days, 16:35:53, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5734, loss_cls: 3.1193, loss: 3.1193, grad_norm: 2.2054 2020-07-25 11:45:48,953 - mmaction - INFO - Epoch [46][2220/3757] lr: 9.257e-02, eta: 7 days, 16:35:24, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5633, loss_cls: 3.1716, loss: 3.1716, grad_norm: 2.2631 2020-07-25 11:46:04,751 - mmaction - INFO - Epoch [46][2240/3757] lr: 9.257e-02, eta: 7 days, 16:34:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5742, loss_cls: 3.1234, loss: 3.1234, grad_norm: 2.2332 2020-07-25 11:46:20,493 - mmaction - INFO - Epoch [46][2260/3757] lr: 9.257e-02, eta: 7 days, 16:34:25, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5797, loss_cls: 3.1248, loss: 3.1248, grad_norm: 2.2550 2020-07-25 11:46:36,265 - mmaction - INFO - Epoch [46][2280/3757] lr: 9.257e-02, eta: 7 days, 16:33:56, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5797, loss_cls: 3.1244, loss: 3.1244, grad_norm: 2.2024 2020-07-25 11:46:52,116 - mmaction - INFO - Epoch [46][2300/3757] lr: 9.257e-02, eta: 7 days, 16:33:27, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5680, loss_cls: 3.2020, loss: 3.2020, grad_norm: 2.1625 2020-07-25 11:47:07,760 - mmaction - INFO - Epoch [46][2320/3757] lr: 9.257e-02, eta: 7 days, 16:32:57, time: 0.782, data_time: 0.001, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5719, loss_cls: 3.1037, loss: 3.1037, grad_norm: 2.1920 2020-07-25 11:47:23,565 - mmaction - INFO - Epoch [46][2340/3757] lr: 9.257e-02, eta: 7 days, 16:32:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5703, loss_cls: 3.1686, loss: 3.1686, grad_norm: 2.2445 2020-07-25 11:47:39,393 - mmaction - INFO - Epoch [46][2360/3757] lr: 9.257e-02, eta: 7 days, 16:31:59, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5594, loss_cls: 3.2647, loss: 3.2647, grad_norm: 2.2285 2020-07-25 11:47:55,144 - mmaction - INFO - Epoch [46][2380/3757] lr: 9.257e-02, eta: 7 days, 16:31:30, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5492, loss_cls: 3.1579, loss: 3.1579, grad_norm: 2.2528 2020-07-25 11:48:10,924 - mmaction - INFO - Epoch [46][2400/3757] lr: 9.257e-02, eta: 7 days, 16:31:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5500, loss_cls: 3.1753, loss: 3.1753, grad_norm: 2.2432 2020-07-25 11:48:26,754 - mmaction - INFO - Epoch [46][2420/3757] lr: 9.257e-02, eta: 7 days, 16:30:32, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5758, loss_cls: 3.1459, loss: 3.1459, grad_norm: 2.2446 2020-07-25 11:48:42,666 - mmaction - INFO - Epoch [46][2440/3757] lr: 9.257e-02, eta: 7 days, 16:30:05, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5703, loss_cls: 3.1455, loss: 3.1455, grad_norm: 2.2080 2020-07-25 11:48:58,529 - mmaction - INFO - Epoch [46][2460/3757] lr: 9.257e-02, eta: 7 days, 16:29:37, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5609, loss_cls: 3.1199, loss: 3.1199, grad_norm: 2.1859 2020-07-25 11:49:14,392 - mmaction - INFO - Epoch [46][2480/3757] lr: 9.257e-02, eta: 7 days, 16:29:09, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5516, loss_cls: 3.2414, loss: 3.2414, grad_norm: 2.2454 2020-07-25 11:49:30,176 - mmaction - INFO - Epoch [46][2500/3757] lr: 9.257e-02, eta: 7 days, 16:28:40, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5766, loss_cls: 3.2299, loss: 3.2299, grad_norm: 2.1897 2020-07-25 11:49:45,998 - mmaction - INFO - Epoch [46][2520/3757] lr: 9.257e-02, eta: 7 days, 16:28:11, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6070, loss_cls: 3.0256, loss: 3.0256, grad_norm: 2.1750 2020-07-25 11:50:01,814 - mmaction - INFO - Epoch [46][2540/3757] lr: 9.257e-02, eta: 7 days, 16:27:42, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5617, loss_cls: 3.1848, loss: 3.1848, grad_norm: 2.2736 2020-07-25 11:50:17,559 - mmaction - INFO - Epoch [46][2560/3757] lr: 9.257e-02, eta: 7 days, 16:27:13, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5555, loss_cls: 3.2365, loss: 3.2365, grad_norm: 2.1955 2020-07-25 11:50:33,354 - mmaction - INFO - Epoch [46][2580/3757] lr: 9.257e-02, eta: 7 days, 16:26:44, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5766, loss_cls: 3.1126, loss: 3.1126, grad_norm: 2.1719 2020-07-25 11:50:49,218 - mmaction - INFO - Epoch [46][2600/3757] lr: 9.257e-02, eta: 7 days, 16:26:16, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5555, loss_cls: 3.1744, loss: 3.1744, grad_norm: 2.2354 2020-07-25 11:51:04,990 - mmaction - INFO - Epoch [46][2620/3757] lr: 9.257e-02, eta: 7 days, 16:25:47, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5586, loss_cls: 3.1840, loss: 3.1840, grad_norm: 2.1942 2020-07-25 11:51:20,780 - mmaction - INFO - Epoch [46][2640/3757] lr: 9.257e-02, eta: 7 days, 16:25:18, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5648, loss_cls: 3.1451, loss: 3.1451, grad_norm: 2.2420 2020-07-25 11:51:36,598 - mmaction - INFO - Epoch [46][2660/3757] lr: 9.257e-02, eta: 7 days, 16:24:50, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5687, loss_cls: 3.1773, loss: 3.1773, grad_norm: 2.1845 2020-07-25 11:51:52,436 - mmaction - INFO - Epoch [46][2680/3757] lr: 9.257e-02, eta: 7 days, 16:24:21, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5516, loss_cls: 3.2438, loss: 3.2438, grad_norm: 2.2562 2020-07-25 11:52:08,111 - mmaction - INFO - Epoch [46][2700/3757] lr: 9.257e-02, eta: 7 days, 16:23:51, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5672, loss_cls: 3.1910, loss: 3.1910, grad_norm: 2.1885 2020-07-25 11:52:23,856 - mmaction - INFO - Epoch [46][2720/3757] lr: 9.257e-02, eta: 7 days, 16:23:22, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.2805, top5_acc: 0.5422, loss_cls: 3.2853, loss: 3.2853, grad_norm: 2.2449 2020-07-25 11:52:39,730 - mmaction - INFO - Epoch [46][2740/3757] lr: 9.257e-02, eta: 7 days, 16:22:54, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5641, loss_cls: 3.1766, loss: 3.1766, grad_norm: 2.1473 2020-07-25 11:52:55,623 - mmaction - INFO - Epoch [46][2760/3757] lr: 9.257e-02, eta: 7 days, 16:22:26, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5523, loss_cls: 3.2732, loss: 3.2732, grad_norm: 2.1621 2020-07-25 11:53:11,458 - mmaction - INFO - Epoch [46][2780/3757] lr: 9.257e-02, eta: 7 days, 16:21:58, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5477, loss_cls: 3.2490, loss: 3.2490, grad_norm: 2.1312 2020-07-25 11:53:27,309 - mmaction - INFO - Epoch [46][2800/3757] lr: 9.257e-02, eta: 7 days, 16:21:30, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5734, loss_cls: 3.1760, loss: 3.1760, grad_norm: 2.1535 2020-07-25 11:53:43,101 - mmaction - INFO - Epoch [46][2820/3757] lr: 9.257e-02, eta: 7 days, 16:21:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5672, loss_cls: 3.1025, loss: 3.1025, grad_norm: 2.1915 2020-07-25 11:53:58,840 - mmaction - INFO - Epoch [46][2840/3757] lr: 9.257e-02, eta: 7 days, 16:20:32, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5625, loss_cls: 3.1490, loss: 3.1490, grad_norm: 2.2354 2020-07-25 11:54:14,621 - mmaction - INFO - Epoch [46][2860/3757] lr: 9.257e-02, eta: 7 days, 16:20:03, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5687, loss_cls: 3.1450, loss: 3.1450, grad_norm: 2.2203 2020-07-25 11:54:30,486 - mmaction - INFO - Epoch [46][2880/3757] lr: 9.257e-02, eta: 7 days, 16:19:34, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5773, loss_cls: 3.1533, loss: 3.1533, grad_norm: 2.2318 2020-07-25 11:54:46,265 - mmaction - INFO - Epoch [46][2900/3757] lr: 9.257e-02, eta: 7 days, 16:19:06, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5828, loss_cls: 3.1384, loss: 3.1384, grad_norm: 2.2320 2020-07-25 11:55:02,146 - mmaction - INFO - Epoch [46][2920/3757] lr: 9.257e-02, eta: 7 days, 16:18:38, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5641, loss_cls: 3.1320, loss: 3.1320, grad_norm: 2.2253 2020-07-25 11:55:17,912 - mmaction - INFO - Epoch [46][2940/3757] lr: 9.257e-02, eta: 7 days, 16:18:09, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5766, loss_cls: 3.1256, loss: 3.1256, grad_norm: 2.2412 2020-07-25 11:55:33,782 - mmaction - INFO - Epoch [46][2960/3757] lr: 9.257e-02, eta: 7 days, 16:17:41, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5938, loss_cls: 3.0664, loss: 3.0664, grad_norm: 2.1824 2020-07-25 11:55:49,653 - mmaction - INFO - Epoch [46][2980/3757] lr: 9.257e-02, eta: 7 days, 16:17:13, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5656, loss_cls: 3.2020, loss: 3.2020, grad_norm: 2.2614 2020-07-25 11:56:05,427 - mmaction - INFO - Epoch [46][3000/3757] lr: 9.257e-02, eta: 7 days, 16:16:45, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5828, loss_cls: 3.0952, loss: 3.0952, grad_norm: 2.2155 2020-07-25 11:56:21,274 - mmaction - INFO - Epoch [46][3020/3757] lr: 9.257e-02, eta: 7 days, 16:16:16, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5609, loss_cls: 3.1699, loss: 3.1699, grad_norm: 2.2770 2020-07-25 11:56:37,108 - mmaction - INFO - Epoch [46][3040/3757] lr: 9.257e-02, eta: 7 days, 16:15:48, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5648, loss_cls: 3.1701, loss: 3.1701, grad_norm: 2.2839 2020-07-25 11:56:52,981 - mmaction - INFO - Epoch [46][3060/3757] lr: 9.257e-02, eta: 7 days, 16:15:21, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5781, loss_cls: 3.1749, loss: 3.1749, grad_norm: 2.2652 2020-07-25 11:57:08,824 - mmaction - INFO - Epoch [46][3080/3757] lr: 9.257e-02, eta: 7 days, 16:14:52, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5656, loss_cls: 3.1663, loss: 3.1663, grad_norm: 2.2386 2020-07-25 11:57:24,565 - mmaction - INFO - Epoch [46][3100/3757] lr: 9.257e-02, eta: 7 days, 16:14:23, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5664, loss_cls: 3.1576, loss: 3.1576, grad_norm: 2.2248 2020-07-25 11:57:40,333 - mmaction - INFO - Epoch [46][3120/3757] lr: 9.257e-02, eta: 7 days, 16:13:54, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5711, loss_cls: 3.0881, loss: 3.0881, grad_norm: 2.1781 2020-07-25 11:57:56,099 - mmaction - INFO - Epoch [46][3140/3757] lr: 9.257e-02, eta: 7 days, 16:13:25, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5406, loss_cls: 3.2753, loss: 3.2753, grad_norm: 2.2633 2020-07-25 11:58:11,850 - mmaction - INFO - Epoch [46][3160/3757] lr: 9.257e-02, eta: 7 days, 16:12:56, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5797, loss_cls: 3.1028, loss: 3.1028, grad_norm: 2.1707 2020-07-25 11:58:27,587 - mmaction - INFO - Epoch [46][3180/3757] lr: 9.257e-02, eta: 7 days, 16:12:27, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5687, loss_cls: 3.1419, loss: 3.1419, grad_norm: 2.1450 2020-07-25 11:58:43,375 - mmaction - INFO - Epoch [46][3200/3757] lr: 9.257e-02, eta: 7 days, 16:11:58, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5672, loss_cls: 3.1688, loss: 3.1688, grad_norm: 2.1831 2020-07-25 11:58:59,140 - mmaction - INFO - Epoch [46][3220/3757] lr: 9.257e-02, eta: 7 days, 16:11:29, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5742, loss_cls: 3.1260, loss: 3.1260, grad_norm: 2.2277 2020-07-25 11:59:14,929 - mmaction - INFO - Epoch [46][3240/3757] lr: 9.257e-02, eta: 7 days, 16:11:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5555, loss_cls: 3.2049, loss: 3.2049, grad_norm: 2.1962 2020-07-25 11:59:30,770 - mmaction - INFO - Epoch [46][3260/3757] lr: 9.257e-02, eta: 7 days, 16:10:32, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5938, loss_cls: 3.0478, loss: 3.0478, grad_norm: 2.2009 2020-07-25 11:59:46,514 - mmaction - INFO - Epoch [46][3280/3757] lr: 9.257e-02, eta: 7 days, 16:10:03, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5672, loss_cls: 3.1781, loss: 3.1781, grad_norm: 2.2684 2020-07-25 12:00:02,341 - mmaction - INFO - Epoch [46][3300/3757] lr: 9.257e-02, eta: 7 days, 16:09:35, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5719, loss_cls: 3.1986, loss: 3.1986, grad_norm: 2.2710 2020-07-25 12:00:23,468 - mmaction - INFO - Epoch [46][3320/3757] lr: 9.257e-02, eta: 7 days, 16:10:09, time: 1.055, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5898, loss_cls: 3.1104, loss: 3.1104, grad_norm: 2.2238 2020-07-25 12:00:39,286 - mmaction - INFO - Epoch [46][3340/3757] lr: 9.257e-02, eta: 7 days, 16:09:40, time: 0.792, data_time: 0.007, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5687, loss_cls: 3.1971, loss: 3.1971, grad_norm: 2.2289 2020-07-25 12:00:55,077 - mmaction - INFO - Epoch [46][3360/3757] lr: 9.257e-02, eta: 7 days, 16:09:12, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5625, loss_cls: 3.1630, loss: 3.1630, grad_norm: 2.2138 2020-07-25 12:01:10,879 - mmaction - INFO - Epoch [46][3380/3757] lr: 9.257e-02, eta: 7 days, 16:08:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5891, loss_cls: 3.0673, loss: 3.0673, grad_norm: 2.2305 2020-07-25 12:01:26,682 - mmaction - INFO - Epoch [46][3400/3757] lr: 9.257e-02, eta: 7 days, 16:08:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5758, loss_cls: 3.1192, loss: 3.1192, grad_norm: 2.2510 2020-07-25 12:01:42,488 - mmaction - INFO - Epoch [46][3420/3757] lr: 9.257e-02, eta: 7 days, 16:07:47, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5891, loss_cls: 3.0666, loss: 3.0666, grad_norm: 2.2755 2020-07-25 12:01:58,412 - mmaction - INFO - Epoch [46][3440/3757] lr: 9.257e-02, eta: 7 days, 16:07:20, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5492, loss_cls: 3.2236, loss: 3.2236, grad_norm: 2.2307 2020-07-25 12:02:14,244 - mmaction - INFO - Epoch [46][3460/3757] lr: 9.257e-02, eta: 7 days, 16:06:52, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5633, loss_cls: 3.1486, loss: 3.1486, grad_norm: 2.1910 2020-07-25 12:02:29,968 - mmaction - INFO - Epoch [46][3480/3757] lr: 9.257e-02, eta: 7 days, 16:06:22, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5813, loss_cls: 3.1128, loss: 3.1128, grad_norm: 2.1926 2020-07-25 12:02:45,792 - mmaction - INFO - Epoch [46][3500/3757] lr: 9.257e-02, eta: 7 days, 16:05:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5719, loss_cls: 3.1434, loss: 3.1434, grad_norm: 2.1646 2020-07-25 12:03:01,557 - mmaction - INFO - Epoch [46][3520/3757] lr: 9.257e-02, eta: 7 days, 16:05:25, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5586, loss_cls: 3.1950, loss: 3.1950, grad_norm: 2.2277 2020-07-25 12:03:17,304 - mmaction - INFO - Epoch [46][3540/3757] lr: 9.257e-02, eta: 7 days, 16:04:56, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.1346, loss: 3.1346, grad_norm: 2.1781 2020-07-25 12:03:33,081 - mmaction - INFO - Epoch [46][3560/3757] lr: 9.257e-02, eta: 7 days, 16:04:28, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5859, loss_cls: 3.1427, loss: 3.1427, grad_norm: 2.2306 2020-07-25 12:03:48,930 - mmaction - INFO - Epoch [46][3580/3757] lr: 9.257e-02, eta: 7 days, 16:04:00, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5750, loss_cls: 3.1594, loss: 3.1594, grad_norm: 2.2287 2020-07-25 12:04:04,629 - mmaction - INFO - Epoch [46][3600/3757] lr: 9.257e-02, eta: 7 days, 16:03:30, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5687, loss_cls: 3.1323, loss: 3.1323, grad_norm: 2.2260 2020-07-25 12:04:20,451 - mmaction - INFO - Epoch [46][3620/3757] lr: 9.257e-02, eta: 7 days, 16:03:02, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5523, loss_cls: 3.2432, loss: 3.2432, grad_norm: 2.2518 2020-07-25 12:04:36,248 - mmaction - INFO - Epoch [46][3640/3757] lr: 9.257e-02, eta: 7 days, 16:02:34, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5672, loss_cls: 3.0959, loss: 3.0959, grad_norm: 2.1792 2020-07-25 12:04:52,005 - mmaction - INFO - Epoch [46][3660/3757] lr: 9.257e-02, eta: 7 days, 16:02:05, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5852, loss_cls: 3.1168, loss: 3.1168, grad_norm: 2.2055 2020-07-25 12:05:07,818 - mmaction - INFO - Epoch [46][3680/3757] lr: 9.257e-02, eta: 7 days, 16:01:36, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5766, loss_cls: 3.1141, loss: 3.1141, grad_norm: 2.1899 2020-07-25 12:05:23,588 - mmaction - INFO - Epoch [46][3700/3757] lr: 9.257e-02, eta: 7 days, 16:01:08, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5484, loss_cls: 3.1796, loss: 3.1796, grad_norm: 2.2569 2020-07-25 12:05:39,337 - mmaction - INFO - Epoch [46][3720/3757] lr: 9.257e-02, eta: 7 days, 16:00:39, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5633, loss_cls: 3.1976, loss: 3.1976, grad_norm: 2.3033 2020-07-25 12:05:55,042 - mmaction - INFO - Epoch [46][3740/3757] lr: 9.257e-02, eta: 7 days, 16:00:09, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5711, loss_cls: 3.1162, loss: 3.1162, grad_norm: 2.2518 2020-07-25 12:09:12,725 - mmaction - INFO - Epoch [47][20/3757] lr: 9.224e-02, eta: 7 days, 16:28:07, time: 8.879, data_time: 7.993, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.1368, loss: 3.1368, grad_norm: 2.2605 2020-07-25 12:09:28,436 - mmaction - INFO - Epoch [47][40/3757] lr: 9.224e-02, eta: 7 days, 16:27:37, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5789, loss_cls: 3.0595, loss: 3.0595, grad_norm: 2.2565 2020-07-25 12:09:44,282 - mmaction - INFO - Epoch [47][60/3757] lr: 9.224e-02, eta: 7 days, 16:27:08, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5914, loss_cls: 3.0047, loss: 3.0047, grad_norm: 2.2329 2020-07-25 12:10:00,126 - mmaction - INFO - Epoch [47][80/3757] lr: 9.224e-02, eta: 7 days, 16:26:40, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5641, loss_cls: 3.2317, loss: 3.2317, grad_norm: 2.2373 2020-07-25 12:10:15,932 - mmaction - INFO - Epoch [47][100/3757] lr: 9.224e-02, eta: 7 days, 16:26:12, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5570, loss_cls: 3.1538, loss: 3.1538, grad_norm: 2.1186 2020-07-25 12:10:31,731 - mmaction - INFO - Epoch [47][120/3757] lr: 9.224e-02, eta: 7 days, 16:25:42, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5984, loss_cls: 3.0115, loss: 3.0115, grad_norm: 2.1967 2020-07-25 12:10:47,550 - mmaction - INFO - Epoch [47][140/3757] lr: 9.224e-02, eta: 7 days, 16:25:14, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 3.0326, loss: 3.0326, grad_norm: 2.1695 2020-07-25 12:11:03,433 - mmaction - INFO - Epoch [47][160/3757] lr: 9.224e-02, eta: 7 days, 16:24:46, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5828, loss_cls: 3.0994, loss: 3.0994, grad_norm: 2.3059 2020-07-25 12:11:19,200 - mmaction - INFO - Epoch [47][180/3757] lr: 9.224e-02, eta: 7 days, 16:24:17, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.0559, loss: 3.0559, grad_norm: 2.1666 2020-07-25 12:11:34,985 - mmaction - INFO - Epoch [47][200/3757] lr: 9.224e-02, eta: 7 days, 16:23:48, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5789, loss_cls: 3.0953, loss: 3.0953, grad_norm: 2.1989 2020-07-25 12:11:50,814 - mmaction - INFO - Epoch [47][220/3757] lr: 9.224e-02, eta: 7 days, 16:23:19, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5789, loss_cls: 3.0874, loss: 3.0874, grad_norm: 2.1556 2020-07-25 12:12:06,674 - mmaction - INFO - Epoch [47][240/3757] lr: 9.224e-02, eta: 7 days, 16:22:51, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5773, loss_cls: 3.1263, loss: 3.1263, grad_norm: 2.2924 2020-07-25 12:12:22,467 - mmaction - INFO - Epoch [47][260/3757] lr: 9.224e-02, eta: 7 days, 16:22:22, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5703, loss_cls: 3.1258, loss: 3.1258, grad_norm: 2.2203 2020-07-25 12:12:38,315 - mmaction - INFO - Epoch [47][280/3757] lr: 9.224e-02, eta: 7 days, 16:21:54, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5773, loss_cls: 3.1162, loss: 3.1162, grad_norm: 2.2615 2020-07-25 12:12:54,166 - mmaction - INFO - Epoch [47][300/3757] lr: 9.224e-02, eta: 7 days, 16:21:26, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5805, loss_cls: 3.1464, loss: 3.1464, grad_norm: 2.2774 2020-07-25 12:13:09,948 - mmaction - INFO - Epoch [47][320/3757] lr: 9.224e-02, eta: 7 days, 16:20:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5680, loss_cls: 3.1146, loss: 3.1146, grad_norm: 2.2758 2020-07-25 12:13:25,758 - mmaction - INFO - Epoch [47][340/3757] lr: 9.224e-02, eta: 7 days, 16:20:28, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5680, loss_cls: 3.1437, loss: 3.1437, grad_norm: 2.2706 2020-07-25 12:13:41,591 - mmaction - INFO - Epoch [47][360/3757] lr: 9.224e-02, eta: 7 days, 16:20:00, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5633, loss_cls: 3.0882, loss: 3.0882, grad_norm: 2.2056 2020-07-25 12:13:57,330 - mmaction - INFO - Epoch [47][380/3757] lr: 9.224e-02, eta: 7 days, 16:19:30, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5711, loss_cls: 3.1280, loss: 3.1280, grad_norm: 2.1952 2020-07-25 12:14:13,074 - mmaction - INFO - Epoch [47][400/3757] lr: 9.224e-02, eta: 7 days, 16:19:01, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5953, loss_cls: 3.0208, loss: 3.0208, grad_norm: 2.1650 2020-07-25 12:14:28,915 - mmaction - INFO - Epoch [47][420/3757] lr: 9.224e-02, eta: 7 days, 16:18:33, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.1898, loss: 3.1898, grad_norm: 2.2380 2020-07-25 12:14:44,717 - mmaction - INFO - Epoch [47][440/3757] lr: 9.224e-02, eta: 7 days, 16:18:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.6000, loss_cls: 3.0599, loss: 3.0599, grad_norm: 2.2315 2020-07-25 12:15:00,538 - mmaction - INFO - Epoch [47][460/3757] lr: 9.224e-02, eta: 7 days, 16:17:35, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5641, loss_cls: 3.1588, loss: 3.1588, grad_norm: 2.1680 2020-07-25 12:15:16,316 - mmaction - INFO - Epoch [47][480/3757] lr: 9.224e-02, eta: 7 days, 16:17:06, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5648, loss_cls: 3.1857, loss: 3.1857, grad_norm: 2.2806 2020-07-25 12:15:32,141 - mmaction - INFO - Epoch [47][500/3757] lr: 9.224e-02, eta: 7 days, 16:16:38, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5469, loss_cls: 3.2057, loss: 3.2057, grad_norm: 2.2468 2020-07-25 12:15:47,964 - mmaction - INFO - Epoch [47][520/3757] lr: 9.224e-02, eta: 7 days, 16:16:09, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5742, loss_cls: 3.1773, loss: 3.1773, grad_norm: 2.1849 2020-07-25 12:16:03,780 - mmaction - INFO - Epoch [47][540/3757] lr: 9.224e-02, eta: 7 days, 16:15:41, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5727, loss_cls: 3.1700, loss: 3.1700, grad_norm: 2.1902 2020-07-25 12:16:19,586 - mmaction - INFO - Epoch [47][560/3757] lr: 9.224e-02, eta: 7 days, 16:15:12, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5953, loss_cls: 3.0426, loss: 3.0426, grad_norm: 2.1947 2020-07-25 12:16:35,427 - mmaction - INFO - Epoch [47][580/3757] lr: 9.224e-02, eta: 7 days, 16:14:44, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5781, loss_cls: 3.1256, loss: 3.1256, grad_norm: 2.2149 2020-07-25 12:16:51,234 - mmaction - INFO - Epoch [47][600/3757] lr: 9.224e-02, eta: 7 days, 16:14:16, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5727, loss_cls: 3.0922, loss: 3.0922, grad_norm: 2.2753 2020-07-25 12:17:07,007 - mmaction - INFO - Epoch [47][620/3757] lr: 9.224e-02, eta: 7 days, 16:13:47, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5672, loss_cls: 3.1469, loss: 3.1469, grad_norm: 2.2626 2020-07-25 12:17:22,775 - mmaction - INFO - Epoch [47][640/3757] lr: 9.224e-02, eta: 7 days, 16:13:18, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5828, loss_cls: 3.1109, loss: 3.1109, grad_norm: 2.2558 2020-07-25 12:17:38,635 - mmaction - INFO - Epoch [47][660/3757] lr: 9.224e-02, eta: 7 days, 16:12:50, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5508, loss_cls: 3.1895, loss: 3.1895, grad_norm: 2.2568 2020-07-25 12:17:54,452 - mmaction - INFO - Epoch [47][680/3757] lr: 9.224e-02, eta: 7 days, 16:12:21, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5727, loss_cls: 3.1125, loss: 3.1125, grad_norm: 2.2186 2020-07-25 12:18:10,292 - mmaction - INFO - Epoch [47][700/3757] lr: 9.224e-02, eta: 7 days, 16:11:53, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5797, loss_cls: 3.0618, loss: 3.0618, grad_norm: 2.1646 2020-07-25 12:18:26,145 - mmaction - INFO - Epoch [47][720/3757] lr: 9.224e-02, eta: 7 days, 16:11:25, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5961, loss_cls: 3.0529, loss: 3.0529, grad_norm: 2.2579 2020-07-25 12:18:41,946 - mmaction - INFO - Epoch [47][740/3757] lr: 9.224e-02, eta: 7 days, 16:10:56, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5719, loss_cls: 3.1499, loss: 3.1499, grad_norm: 2.2838 2020-07-25 12:18:57,777 - mmaction - INFO - Epoch [47][760/3757] lr: 9.224e-02, eta: 7 days, 16:10:28, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1846, loss: 3.1846, grad_norm: 2.2900 2020-07-25 12:19:13,609 - mmaction - INFO - Epoch [47][780/3757] lr: 9.224e-02, eta: 7 days, 16:10:00, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5680, loss_cls: 3.1576, loss: 3.1576, grad_norm: 2.2769 2020-07-25 12:19:29,373 - mmaction - INFO - Epoch [47][800/3757] lr: 9.224e-02, eta: 7 days, 16:09:31, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5797, loss_cls: 3.1570, loss: 3.1570, grad_norm: 2.2219 2020-07-25 12:19:45,193 - mmaction - INFO - Epoch [47][820/3757] lr: 9.224e-02, eta: 7 days, 16:09:02, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5445, loss_cls: 3.2833, loss: 3.2833, grad_norm: 2.2271 2020-07-25 12:20:01,005 - mmaction - INFO - Epoch [47][840/3757] lr: 9.224e-02, eta: 7 days, 16:08:34, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.6047, loss_cls: 3.1080, loss: 3.1080, grad_norm: 2.2277 2020-07-25 12:20:16,813 - mmaction - INFO - Epoch [47][860/3757] lr: 9.224e-02, eta: 7 days, 16:08:05, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5500, loss_cls: 3.2363, loss: 3.2363, grad_norm: 2.1503 2020-07-25 12:20:32,580 - mmaction - INFO - Epoch [47][880/3757] lr: 9.224e-02, eta: 7 days, 16:07:36, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5789, loss_cls: 3.0966, loss: 3.0966, grad_norm: 2.1778 2020-07-25 12:20:48,320 - mmaction - INFO - Epoch [47][900/3757] lr: 9.224e-02, eta: 7 days, 16:07:07, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5531, loss_cls: 3.2062, loss: 3.2062, grad_norm: 2.2180 2020-07-25 12:21:04,131 - mmaction - INFO - Epoch [47][920/3757] lr: 9.224e-02, eta: 7 days, 16:06:38, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5852, loss_cls: 3.0713, loss: 3.0713, grad_norm: 2.2740 2020-07-25 12:21:19,983 - mmaction - INFO - Epoch [47][940/3757] lr: 9.224e-02, eta: 7 days, 16:06:11, time: 0.793, data_time: 0.006, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5813, loss_cls: 3.1310, loss: 3.1310, grad_norm: 2.2487 2020-07-25 12:21:35,816 - mmaction - INFO - Epoch [47][960/3757] lr: 9.224e-02, eta: 7 days, 16:05:42, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5945, loss_cls: 3.0627, loss: 3.0627, grad_norm: 2.2337 2020-07-25 12:21:51,645 - mmaction - INFO - Epoch [47][980/3757] lr: 9.224e-02, eta: 7 days, 16:05:14, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.1398, loss: 3.1398, grad_norm: 2.2400 2020-07-25 12:22:07,365 - mmaction - INFO - Epoch [47][1000/3757] lr: 9.224e-02, eta: 7 days, 16:04:45, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5805, loss_cls: 3.1400, loss: 3.1400, grad_norm: 2.2208 2020-07-25 12:22:23,124 - mmaction - INFO - Epoch [47][1020/3757] lr: 9.224e-02, eta: 7 days, 16:04:16, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5727, loss_cls: 3.1232, loss: 3.1232, grad_norm: 2.2117 2020-07-25 12:22:38,954 - mmaction - INFO - Epoch [47][1040/3757] lr: 9.224e-02, eta: 7 days, 16:03:47, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5680, loss_cls: 3.1996, loss: 3.1996, grad_norm: 2.2968 2020-07-25 12:22:54,749 - mmaction - INFO - Epoch [47][1060/3757] lr: 9.224e-02, eta: 7 days, 16:03:19, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5633, loss_cls: 3.1839, loss: 3.1839, grad_norm: 2.2324 2020-07-25 12:23:10,505 - mmaction - INFO - Epoch [47][1080/3757] lr: 9.224e-02, eta: 7 days, 16:02:50, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5797, loss_cls: 3.0995, loss: 3.0995, grad_norm: 2.2196 2020-07-25 12:23:26,350 - mmaction - INFO - Epoch [47][1100/3757] lr: 9.224e-02, eta: 7 days, 16:02:22, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5797, loss_cls: 3.1493, loss: 3.1493, grad_norm: 2.2194 2020-07-25 12:23:42,143 - mmaction - INFO - Epoch [47][1120/3757] lr: 9.224e-02, eta: 7 days, 16:01:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5977, loss_cls: 3.0292, loss: 3.0292, grad_norm: 2.2411 2020-07-25 12:23:57,936 - mmaction - INFO - Epoch [47][1140/3757] lr: 9.224e-02, eta: 7 days, 16:01:25, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5883, loss_cls: 3.0732, loss: 3.0732, grad_norm: 2.2213 2020-07-25 12:24:13,767 - mmaction - INFO - Epoch [47][1160/3757] lr: 9.224e-02, eta: 7 days, 16:00:57, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5781, loss_cls: 3.1187, loss: 3.1187, grad_norm: 2.2439 2020-07-25 12:24:29,551 - mmaction - INFO - Epoch [47][1180/3757] lr: 9.224e-02, eta: 7 days, 16:00:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5617, loss_cls: 3.1268, loss: 3.1268, grad_norm: 2.2101 2020-07-25 12:24:45,387 - mmaction - INFO - Epoch [47][1200/3757] lr: 9.224e-02, eta: 7 days, 16:00:00, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5516, loss_cls: 3.1938, loss: 3.1938, grad_norm: 2.2074 2020-07-25 12:25:01,179 - mmaction - INFO - Epoch [47][1220/3757] lr: 9.224e-02, eta: 7 days, 15:59:32, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5781, loss_cls: 3.1449, loss: 3.1449, grad_norm: 2.2358 2020-07-25 12:25:17,023 - mmaction - INFO - Epoch [47][1240/3757] lr: 9.224e-02, eta: 7 days, 15:59:04, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5406, loss_cls: 3.2948, loss: 3.2948, grad_norm: 2.2850 2020-07-25 12:25:32,822 - mmaction - INFO - Epoch [47][1260/3757] lr: 9.224e-02, eta: 7 days, 15:58:35, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.1343, loss: 3.1343, grad_norm: 2.2267 2020-07-25 12:25:48,596 - mmaction - INFO - Epoch [47][1280/3757] lr: 9.224e-02, eta: 7 days, 15:58:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5977, loss_cls: 3.0619, loss: 3.0619, grad_norm: 2.1494 2020-07-25 12:26:04,486 - mmaction - INFO - Epoch [47][1300/3757] lr: 9.224e-02, eta: 7 days, 15:57:39, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5727, loss_cls: 3.1164, loss: 3.1164, grad_norm: 2.2149 2020-07-25 12:26:20,285 - mmaction - INFO - Epoch [47][1320/3757] lr: 9.224e-02, eta: 7 days, 15:57:11, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5750, loss_cls: 3.1455, loss: 3.1455, grad_norm: 2.1598 2020-07-25 12:26:36,131 - mmaction - INFO - Epoch [47][1340/3757] lr: 9.224e-02, eta: 7 days, 15:56:43, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6047, loss_cls: 3.0338, loss: 3.0338, grad_norm: 2.2707 2020-07-25 12:26:51,908 - mmaction - INFO - Epoch [47][1360/3757] lr: 9.224e-02, eta: 7 days, 15:56:14, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5633, loss_cls: 3.1526, loss: 3.1526, grad_norm: 2.2382 2020-07-25 12:27:07,702 - mmaction - INFO - Epoch [47][1380/3757] lr: 9.224e-02, eta: 7 days, 15:55:46, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5547, loss_cls: 3.1885, loss: 3.1885, grad_norm: 2.2083 2020-07-25 12:27:23,483 - mmaction - INFO - Epoch [47][1400/3757] lr: 9.224e-02, eta: 7 days, 15:55:17, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.6000, loss_cls: 3.0390, loss: 3.0390, grad_norm: 2.1808 2020-07-25 12:27:39,242 - mmaction - INFO - Epoch [47][1420/3757] lr: 9.224e-02, eta: 7 days, 15:54:48, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5703, loss_cls: 3.1462, loss: 3.1462, grad_norm: 2.1584 2020-07-25 12:27:55,018 - mmaction - INFO - Epoch [47][1440/3757] lr: 9.224e-02, eta: 7 days, 15:54:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5844, loss_cls: 3.0677, loss: 3.0677, grad_norm: 2.1298 2020-07-25 12:28:10,830 - mmaction - INFO - Epoch [47][1460/3757] lr: 9.224e-02, eta: 7 days, 15:53:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5867, loss_cls: 3.0824, loss: 3.0824, grad_norm: 2.1930 2020-07-25 12:28:26,634 - mmaction - INFO - Epoch [47][1480/3757] lr: 9.224e-02, eta: 7 days, 15:53:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5602, loss_cls: 3.1766, loss: 3.1766, grad_norm: 2.2875 2020-07-25 12:28:42,480 - mmaction - INFO - Epoch [47][1500/3757] lr: 9.224e-02, eta: 7 days, 15:52:55, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5695, loss_cls: 3.1493, loss: 3.1493, grad_norm: 2.2353 2020-07-25 12:28:58,277 - mmaction - INFO - Epoch [47][1520/3757] lr: 9.224e-02, eta: 7 days, 15:52:27, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.1242, loss: 3.1242, grad_norm: 2.2712 2020-07-25 12:29:14,081 - mmaction - INFO - Epoch [47][1540/3757] lr: 9.224e-02, eta: 7 days, 15:51:58, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5758, loss_cls: 3.0944, loss: 3.0944, grad_norm: 2.2276 2020-07-25 12:29:29,895 - mmaction - INFO - Epoch [47][1560/3757] lr: 9.224e-02, eta: 7 days, 15:51:30, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5695, loss_cls: 3.1558, loss: 3.1558, grad_norm: 2.1818 2020-07-25 12:29:45,666 - mmaction - INFO - Epoch [47][1580/3757] lr: 9.224e-02, eta: 7 days, 15:51:02, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5781, loss_cls: 3.0783, loss: 3.0783, grad_norm: 2.2327 2020-07-25 12:30:01,429 - mmaction - INFO - Epoch [47][1600/3757] lr: 9.224e-02, eta: 7 days, 15:50:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5789, loss_cls: 3.1277, loss: 3.1277, grad_norm: 2.2714 2020-07-25 12:30:17,232 - mmaction - INFO - Epoch [47][1620/3757] lr: 9.224e-02, eta: 7 days, 15:50:05, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5938, loss_cls: 3.0197, loss: 3.0197, grad_norm: 2.2210 2020-07-25 12:30:32,948 - mmaction - INFO - Epoch [47][1640/3757] lr: 9.224e-02, eta: 7 days, 15:49:35, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5961, loss_cls: 3.0663, loss: 3.0663, grad_norm: 2.3017 2020-07-25 12:30:48,701 - mmaction - INFO - Epoch [47][1660/3757] lr: 9.224e-02, eta: 7 days, 15:49:06, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5914, loss_cls: 3.0811, loss: 3.0811, grad_norm: 2.2773 2020-07-25 12:31:04,591 - mmaction - INFO - Epoch [47][1680/3757] lr: 9.224e-02, eta: 7 days, 15:48:39, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5836, loss_cls: 3.1402, loss: 3.1402, grad_norm: 2.2564 2020-07-25 12:31:20,262 - mmaction - INFO - Epoch [47][1700/3757] lr: 9.224e-02, eta: 7 days, 15:48:09, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5758, loss_cls: 3.1350, loss: 3.1350, grad_norm: 2.2751 2020-07-25 12:31:36,167 - mmaction - INFO - Epoch [47][1720/3757] lr: 9.224e-02, eta: 7 days, 15:47:42, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.2859, top5_acc: 0.5516, loss_cls: 3.2319, loss: 3.2319, grad_norm: 2.2587 2020-07-25 12:31:51,871 - mmaction - INFO - Epoch [47][1740/3757] lr: 9.224e-02, eta: 7 days, 15:47:13, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5656, loss_cls: 3.1841, loss: 3.1841, grad_norm: 2.2661 2020-07-25 12:32:07,656 - mmaction - INFO - Epoch [47][1760/3757] lr: 9.224e-02, eta: 7 days, 15:46:45, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5586, loss_cls: 3.1919, loss: 3.1919, grad_norm: 2.2075 2020-07-25 12:32:23,509 - mmaction - INFO - Epoch [47][1780/3757] lr: 9.224e-02, eta: 7 days, 15:46:17, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5773, loss_cls: 3.1254, loss: 3.1254, grad_norm: 2.2118 2020-07-25 12:32:39,290 - mmaction - INFO - Epoch [47][1800/3757] lr: 9.224e-02, eta: 7 days, 15:45:49, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.1657, loss: 3.1657, grad_norm: 2.1639 2020-07-25 12:32:55,124 - mmaction - INFO - Epoch [47][1820/3757] lr: 9.224e-02, eta: 7 days, 15:45:21, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5906, loss_cls: 3.0374, loss: 3.0374, grad_norm: 2.1951 2020-07-25 12:33:10,946 - mmaction - INFO - Epoch [47][1840/3757] lr: 9.224e-02, eta: 7 days, 15:44:53, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5664, loss_cls: 3.1722, loss: 3.1722, grad_norm: 2.2127 2020-07-25 12:33:26,867 - mmaction - INFO - Epoch [47][1860/3757] lr: 9.224e-02, eta: 7 days, 15:44:26, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5711, loss_cls: 3.1241, loss: 3.1241, grad_norm: 2.2583 2020-07-25 12:33:42,700 - mmaction - INFO - Epoch [47][1880/3757] lr: 9.224e-02, eta: 7 days, 15:43:58, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5719, loss_cls: 3.1054, loss: 3.1054, grad_norm: 2.2711 2020-07-25 12:33:58,479 - mmaction - INFO - Epoch [47][1900/3757] lr: 9.224e-02, eta: 7 days, 15:43:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5852, loss_cls: 3.1052, loss: 3.1052, grad_norm: 2.3440 2020-07-25 12:34:14,293 - mmaction - INFO - Epoch [47][1920/3757] lr: 9.224e-02, eta: 7 days, 15:43:01, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5898, loss_cls: 3.0734, loss: 3.0734, grad_norm: 2.2341 2020-07-25 12:34:30,124 - mmaction - INFO - Epoch [47][1940/3757] lr: 9.224e-02, eta: 7 days, 15:42:33, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.1847, loss: 3.1847, grad_norm: 2.2462 2020-07-25 12:34:45,984 - mmaction - INFO - Epoch [47][1960/3757] lr: 9.224e-02, eta: 7 days, 15:42:06, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.1767, loss: 3.1767, grad_norm: 2.2356 2020-07-25 12:35:01,850 - mmaction - INFO - Epoch [47][1980/3757] lr: 9.224e-02, eta: 7 days, 15:41:39, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5445, loss_cls: 3.2539, loss: 3.2539, grad_norm: 2.1818 2020-07-25 12:35:17,658 - mmaction - INFO - Epoch [47][2000/3757] lr: 9.224e-02, eta: 7 days, 15:41:11, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5953, loss_cls: 3.0652, loss: 3.0652, grad_norm: 2.1206 2020-07-25 12:35:33,539 - mmaction - INFO - Epoch [47][2020/3757] lr: 9.224e-02, eta: 7 days, 15:40:43, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5625, loss_cls: 3.1710, loss: 3.1710, grad_norm: 2.2542 2020-07-25 12:35:49,296 - mmaction - INFO - Epoch [47][2040/3757] lr: 9.224e-02, eta: 7 days, 15:40:15, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5859, loss_cls: 3.1095, loss: 3.1095, grad_norm: 2.2464 2020-07-25 12:36:05,067 - mmaction - INFO - Epoch [47][2060/3757] lr: 9.224e-02, eta: 7 days, 15:39:46, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5648, loss_cls: 3.1807, loss: 3.1807, grad_norm: 2.2322 2020-07-25 12:36:20,874 - mmaction - INFO - Epoch [47][2080/3757] lr: 9.224e-02, eta: 7 days, 15:39:18, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6023, loss_cls: 3.0710, loss: 3.0710, grad_norm: 2.2154 2020-07-25 12:36:36,703 - mmaction - INFO - Epoch [47][2100/3757] lr: 9.224e-02, eta: 7 days, 15:38:50, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5984, loss_cls: 3.0273, loss: 3.0273, grad_norm: 2.3031 2020-07-25 12:36:52,618 - mmaction - INFO - Epoch [47][2120/3757] lr: 9.224e-02, eta: 7 days, 15:38:24, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5789, loss_cls: 3.1349, loss: 3.1349, grad_norm: 2.2867 2020-07-25 12:37:08,459 - mmaction - INFO - Epoch [47][2140/3757] lr: 9.224e-02, eta: 7 days, 15:37:56, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5914, loss_cls: 3.1153, loss: 3.1153, grad_norm: 2.2919 2020-07-25 12:37:24,275 - mmaction - INFO - Epoch [47][2160/3757] lr: 9.224e-02, eta: 7 days, 15:37:28, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5664, loss_cls: 3.1715, loss: 3.1715, grad_norm: 2.2829 2020-07-25 12:37:40,033 - mmaction - INFO - Epoch [47][2180/3757] lr: 9.224e-02, eta: 7 days, 15:36:59, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5734, loss_cls: 3.1790, loss: 3.1790, grad_norm: 2.2618 2020-07-25 12:37:55,909 - mmaction - INFO - Epoch [47][2200/3757] lr: 9.224e-02, eta: 7 days, 15:36:32, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5828, loss_cls: 3.0857, loss: 3.0857, grad_norm: 2.2387 2020-07-25 12:38:11,651 - mmaction - INFO - Epoch [47][2220/3757] lr: 9.224e-02, eta: 7 days, 15:36:03, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5555, loss_cls: 3.2070, loss: 3.2070, grad_norm: 2.2458 2020-07-25 12:38:27,466 - mmaction - INFO - Epoch [47][2240/3757] lr: 9.224e-02, eta: 7 days, 15:35:35, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5828, loss_cls: 3.1014, loss: 3.1014, grad_norm: 2.2572 2020-07-25 12:38:43,289 - mmaction - INFO - Epoch [47][2260/3757] lr: 9.224e-02, eta: 7 days, 15:35:08, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5641, loss_cls: 3.1861, loss: 3.1861, grad_norm: 2.2649 2020-07-25 12:38:59,160 - mmaction - INFO - Epoch [47][2280/3757] lr: 9.224e-02, eta: 7 days, 15:34:40, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5492, loss_cls: 3.3098, loss: 3.3098, grad_norm: 2.2714 2020-07-25 12:39:14,926 - mmaction - INFO - Epoch [47][2300/3757] lr: 9.224e-02, eta: 7 days, 15:34:12, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5742, loss_cls: 3.1245, loss: 3.1245, grad_norm: 2.2021 2020-07-25 12:39:30,703 - mmaction - INFO - Epoch [47][2320/3757] lr: 9.224e-02, eta: 7 days, 15:33:44, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5867, loss_cls: 3.0786, loss: 3.0786, grad_norm: 2.1846 2020-07-25 12:39:46,432 - mmaction - INFO - Epoch [47][2340/3757] lr: 9.224e-02, eta: 7 days, 15:33:15, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5875, loss_cls: 3.0632, loss: 3.0632, grad_norm: 2.2256 2020-07-25 12:40:02,248 - mmaction - INFO - Epoch [47][2360/3757] lr: 9.224e-02, eta: 7 days, 15:32:47, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5633, loss_cls: 3.2006, loss: 3.2006, grad_norm: 2.2832 2020-07-25 12:40:17,917 - mmaction - INFO - Epoch [47][2380/3757] lr: 9.224e-02, eta: 7 days, 15:32:17, time: 0.784, data_time: 0.002, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5445, loss_cls: 3.2356, loss: 3.2356, grad_norm: 2.2164 2020-07-25 12:40:33,767 - mmaction - INFO - Epoch [47][2400/3757] lr: 9.224e-02, eta: 7 days, 15:31:50, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5727, loss_cls: 3.0812, loss: 3.0812, grad_norm: 2.2451 2020-07-25 12:40:49,569 - mmaction - INFO - Epoch [47][2420/3757] lr: 9.224e-02, eta: 7 days, 15:31:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5453, loss_cls: 3.2685, loss: 3.2685, grad_norm: 2.2190 2020-07-25 12:41:05,426 - mmaction - INFO - Epoch [47][2440/3757] lr: 9.224e-02, eta: 7 days, 15:30:54, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5547, loss_cls: 3.2159, loss: 3.2159, grad_norm: 2.1886 2020-07-25 12:41:21,493 - mmaction - INFO - Epoch [47][2460/3757] lr: 9.224e-02, eta: 7 days, 15:30:29, time: 0.803, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5648, loss_cls: 3.1860, loss: 3.1860, grad_norm: 2.2234 2020-07-25 12:41:37,206 - mmaction - INFO - Epoch [47][2480/3757] lr: 9.224e-02, eta: 7 days, 15:30:00, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5516, loss_cls: 3.2420, loss: 3.2420, grad_norm: 2.2435 2020-07-25 12:41:53,139 - mmaction - INFO - Epoch [47][2500/3757] lr: 9.224e-02, eta: 7 days, 15:29:34, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5859, loss_cls: 3.0316, loss: 3.0316, grad_norm: 2.2144 2020-07-25 12:42:08,924 - mmaction - INFO - Epoch [47][2520/3757] lr: 9.224e-02, eta: 7 days, 15:29:06, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5547, loss_cls: 3.2569, loss: 3.2569, grad_norm: 2.1976 2020-07-25 12:42:24,693 - mmaction - INFO - Epoch [47][2540/3757] lr: 9.224e-02, eta: 7 days, 15:28:37, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5594, loss_cls: 3.1608, loss: 3.1608, grad_norm: 2.1559 2020-07-25 12:42:40,500 - mmaction - INFO - Epoch [47][2560/3757] lr: 9.224e-02, eta: 7 days, 15:28:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5664, loss_cls: 3.1495, loss: 3.1495, grad_norm: 2.2064 2020-07-25 12:42:56,332 - mmaction - INFO - Epoch [47][2580/3757] lr: 9.224e-02, eta: 7 days, 15:27:42, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5594, loss_cls: 3.1823, loss: 3.1823, grad_norm: 2.1990 2020-07-25 12:43:12,143 - mmaction - INFO - Epoch [47][2600/3757] lr: 9.224e-02, eta: 7 days, 15:27:14, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5750, loss_cls: 3.1319, loss: 3.1319, grad_norm: 2.2458 2020-07-25 12:43:27,878 - mmaction - INFO - Epoch [47][2620/3757] lr: 9.224e-02, eta: 7 days, 15:26:45, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5680, loss_cls: 3.1627, loss: 3.1627, grad_norm: 2.2749 2020-07-25 12:43:43,632 - mmaction - INFO - Epoch [47][2640/3757] lr: 9.224e-02, eta: 7 days, 15:26:17, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.1040, loss: 3.1040, grad_norm: 2.2175 2020-07-25 12:43:59,450 - mmaction - INFO - Epoch [47][2660/3757] lr: 9.224e-02, eta: 7 days, 15:25:49, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5906, loss_cls: 3.0709, loss: 3.0709, grad_norm: 2.2660 2020-07-25 12:44:15,273 - mmaction - INFO - Epoch [47][2680/3757] lr: 9.224e-02, eta: 7 days, 15:25:21, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5734, loss_cls: 3.0853, loss: 3.0853, grad_norm: 2.3045 2020-07-25 12:44:31,055 - mmaction - INFO - Epoch [47][2700/3757] lr: 9.224e-02, eta: 7 days, 15:24:53, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5781, loss_cls: 3.1369, loss: 3.1369, grad_norm: 2.3421 2020-07-25 12:44:46,821 - mmaction - INFO - Epoch [47][2720/3757] lr: 9.224e-02, eta: 7 days, 15:24:25, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5484, loss_cls: 3.2348, loss: 3.2348, grad_norm: 2.1769 2020-07-25 12:45:02,584 - mmaction - INFO - Epoch [47][2740/3757] lr: 9.224e-02, eta: 7 days, 15:23:57, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5586, loss_cls: 3.1805, loss: 3.1805, grad_norm: 2.2279 2020-07-25 12:45:18,278 - mmaction - INFO - Epoch [47][2760/3757] lr: 9.224e-02, eta: 7 days, 15:23:28, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5781, loss_cls: 3.1001, loss: 3.1001, grad_norm: 2.2044 2020-07-25 12:45:34,084 - mmaction - INFO - Epoch [47][2780/3757] lr: 9.224e-02, eta: 7 days, 15:23:00, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5766, loss_cls: 3.0449, loss: 3.0449, grad_norm: 2.1689 2020-07-25 12:45:49,869 - mmaction - INFO - Epoch [47][2800/3757] lr: 9.224e-02, eta: 7 days, 15:22:32, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5461, loss_cls: 3.2430, loss: 3.2430, grad_norm: 2.1917 2020-07-25 12:46:05,647 - mmaction - INFO - Epoch [47][2820/3757] lr: 9.224e-02, eta: 7 days, 15:22:03, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5648, loss_cls: 3.1398, loss: 3.1398, grad_norm: 2.1935 2020-07-25 12:46:21,498 - mmaction - INFO - Epoch [47][2840/3757] lr: 9.224e-02, eta: 7 days, 15:21:36, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5383, loss_cls: 3.2574, loss: 3.2574, grad_norm: 2.2680 2020-07-25 12:46:37,308 - mmaction - INFO - Epoch [47][2860/3757] lr: 9.224e-02, eta: 7 days, 15:21:08, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5797, loss_cls: 3.1536, loss: 3.1536, grad_norm: 2.1733 2020-07-25 12:46:53,142 - mmaction - INFO - Epoch [47][2880/3757] lr: 9.224e-02, eta: 7 days, 15:20:41, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5758, loss_cls: 3.1224, loss: 3.1224, grad_norm: 2.2198 2020-07-25 12:47:09,001 - mmaction - INFO - Epoch [47][2900/3757] lr: 9.224e-02, eta: 7 days, 15:20:14, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5617, loss_cls: 3.1724, loss: 3.1724, grad_norm: 2.2743 2020-07-25 12:47:24,822 - mmaction - INFO - Epoch [47][2920/3757] lr: 9.224e-02, eta: 7 days, 15:19:46, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5781, loss_cls: 3.1280, loss: 3.1280, grad_norm: 2.2092 2020-07-25 12:47:40,642 - mmaction - INFO - Epoch [47][2940/3757] lr: 9.224e-02, eta: 7 days, 15:19:19, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5859, loss_cls: 3.0677, loss: 3.0677, grad_norm: 2.1823 2020-07-25 12:47:56,489 - mmaction - INFO - Epoch [47][2960/3757] lr: 9.224e-02, eta: 7 days, 15:18:51, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.6031, loss_cls: 3.0167, loss: 3.0167, grad_norm: 2.2532 2020-07-25 12:48:12,259 - mmaction - INFO - Epoch [47][2980/3757] lr: 9.224e-02, eta: 7 days, 15:18:23, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5609, loss_cls: 3.1378, loss: 3.1378, grad_norm: 2.2569 2020-07-25 12:48:28,064 - mmaction - INFO - Epoch [47][3000/3757] lr: 9.224e-02, eta: 7 days, 15:17:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5570, loss_cls: 3.2039, loss: 3.2039, grad_norm: 2.2602 2020-07-25 12:48:43,894 - mmaction - INFO - Epoch [47][3020/3757] lr: 9.224e-02, eta: 7 days, 15:17:28, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5680, loss_cls: 3.1989, loss: 3.1989, grad_norm: 2.2481 2020-07-25 12:48:59,752 - mmaction - INFO - Epoch [47][3040/3757] lr: 9.224e-02, eta: 7 days, 15:17:01, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5734, loss_cls: 3.0524, loss: 3.0524, grad_norm: 2.1569 2020-07-25 12:49:15,569 - mmaction - INFO - Epoch [47][3060/3757] lr: 9.224e-02, eta: 7 days, 15:16:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5820, loss_cls: 3.0815, loss: 3.0815, grad_norm: 2.2321 2020-07-25 12:49:31,377 - mmaction - INFO - Epoch [47][3080/3757] lr: 9.224e-02, eta: 7 days, 15:16:05, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5406, loss_cls: 3.2777, loss: 3.2777, grad_norm: 2.1827 2020-07-25 12:49:47,135 - mmaction - INFO - Epoch [47][3100/3757] lr: 9.224e-02, eta: 7 days, 15:15:37, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5789, loss_cls: 3.1105, loss: 3.1105, grad_norm: 2.1564 2020-07-25 12:50:03,042 - mmaction - INFO - Epoch [47][3120/3757] lr: 9.224e-02, eta: 7 days, 15:15:10, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5680, loss_cls: 3.1573, loss: 3.1573, grad_norm: 2.2458 2020-07-25 12:50:18,746 - mmaction - INFO - Epoch [47][3140/3757] lr: 9.224e-02, eta: 7 days, 15:14:41, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5539, loss_cls: 3.1254, loss: 3.1254, grad_norm: 2.2495 2020-07-25 12:50:34,507 - mmaction - INFO - Epoch [47][3160/3757] lr: 9.224e-02, eta: 7 days, 15:14:13, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5664, loss_cls: 3.1601, loss: 3.1601, grad_norm: 2.2575 2020-07-25 12:50:50,328 - mmaction - INFO - Epoch [47][3180/3757] lr: 9.224e-02, eta: 7 days, 15:13:46, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5555, loss_cls: 3.2351, loss: 3.2351, grad_norm: 2.1948 2020-07-25 12:51:06,068 - mmaction - INFO - Epoch [47][3200/3757] lr: 9.224e-02, eta: 7 days, 15:13:17, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5570, loss_cls: 3.2104, loss: 3.2104, grad_norm: 2.2625 2020-07-25 12:51:21,858 - mmaction - INFO - Epoch [47][3220/3757] lr: 9.224e-02, eta: 7 days, 15:12:50, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5547, loss_cls: 3.1969, loss: 3.1969, grad_norm: 2.2500 2020-07-25 12:51:37,682 - mmaction - INFO - Epoch [47][3240/3757] lr: 9.224e-02, eta: 7 days, 15:12:22, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5805, loss_cls: 3.1292, loss: 3.1292, grad_norm: 2.2258 2020-07-25 12:51:53,460 - mmaction - INFO - Epoch [47][3260/3757] lr: 9.224e-02, eta: 7 days, 15:11:54, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5742, loss_cls: 3.1571, loss: 3.1571, grad_norm: 2.1821 2020-07-25 12:52:09,324 - mmaction - INFO - Epoch [47][3280/3757] lr: 9.224e-02, eta: 7 days, 15:11:27, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5820, loss_cls: 3.0789, loss: 3.0789, grad_norm: 2.2278 2020-07-25 12:52:25,083 - mmaction - INFO - Epoch [47][3300/3757] lr: 9.224e-02, eta: 7 days, 15:10:59, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5758, loss_cls: 3.1145, loss: 3.1145, grad_norm: 2.2869 2020-07-25 12:52:40,846 - mmaction - INFO - Epoch [47][3320/3757] lr: 9.224e-02, eta: 7 days, 15:10:31, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5547, loss_cls: 3.1954, loss: 3.1954, grad_norm: 2.2195 2020-07-25 12:52:56,578 - mmaction - INFO - Epoch [47][3340/3757] lr: 9.224e-02, eta: 7 days, 15:10:02, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.0459, loss: 3.0459, grad_norm: 2.1990 2020-07-25 12:53:12,301 - mmaction - INFO - Epoch [47][3360/3757] lr: 9.224e-02, eta: 7 days, 15:09:34, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5781, loss_cls: 3.1194, loss: 3.1194, grad_norm: 2.2907 2020-07-25 12:53:28,121 - mmaction - INFO - Epoch [47][3380/3757] lr: 9.224e-02, eta: 7 days, 15:09:06, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5609, loss_cls: 3.1727, loss: 3.1727, grad_norm: 2.2350 2020-07-25 12:53:44,031 - mmaction - INFO - Epoch [47][3400/3757] lr: 9.224e-02, eta: 7 days, 15:08:40, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5516, loss_cls: 3.2373, loss: 3.2373, grad_norm: 2.1919 2020-07-25 12:53:59,815 - mmaction - INFO - Epoch [47][3420/3757] lr: 9.224e-02, eta: 7 days, 15:08:12, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5625, loss_cls: 3.1946, loss: 3.1946, grad_norm: 2.2243 2020-07-25 12:54:15,645 - mmaction - INFO - Epoch [47][3440/3757] lr: 9.224e-02, eta: 7 days, 15:07:45, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5297, loss_cls: 3.3178, loss: 3.3178, grad_norm: 2.2471 2020-07-25 12:54:31,458 - mmaction - INFO - Epoch [47][3460/3757] lr: 9.224e-02, eta: 7 days, 15:07:17, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5789, loss_cls: 3.1309, loss: 3.1309, grad_norm: 2.1760 2020-07-25 12:54:47,271 - mmaction - INFO - Epoch [47][3480/3757] lr: 9.224e-02, eta: 7 days, 15:06:49, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5813, loss_cls: 3.1102, loss: 3.1102, grad_norm: 2.2086 2020-07-25 12:55:03,103 - mmaction - INFO - Epoch [47][3500/3757] lr: 9.224e-02, eta: 7 days, 15:06:22, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5828, loss_cls: 3.0681, loss: 3.0681, grad_norm: 2.2385 2020-07-25 12:55:18,768 - mmaction - INFO - Epoch [47][3520/3757] lr: 9.224e-02, eta: 7 days, 15:05:53, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5617, loss_cls: 3.2125, loss: 3.2125, grad_norm: 2.2168 2020-07-25 12:55:34,552 - mmaction - INFO - Epoch [47][3540/3757] lr: 9.224e-02, eta: 7 days, 15:05:25, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5836, loss_cls: 3.0787, loss: 3.0787, grad_norm: 2.2251 2020-07-25 12:55:50,342 - mmaction - INFO - Epoch [47][3560/3757] lr: 9.224e-02, eta: 7 days, 15:04:57, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5758, loss_cls: 3.1018, loss: 3.1018, grad_norm: 2.2334 2020-07-25 12:56:06,113 - mmaction - INFO - Epoch [47][3580/3757] lr: 9.224e-02, eta: 7 days, 15:04:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5773, loss_cls: 3.1386, loss: 3.1386, grad_norm: 2.2847 2020-07-25 12:56:21,880 - mmaction - INFO - Epoch [47][3600/3757] lr: 9.224e-02, eta: 7 days, 15:04:02, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5719, loss_cls: 3.1443, loss: 3.1443, grad_norm: 2.2578 2020-07-25 12:56:37,705 - mmaction - INFO - Epoch [47][3620/3757] lr: 9.224e-02, eta: 7 days, 15:03:34, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5516, loss_cls: 3.1855, loss: 3.1855, grad_norm: 2.1732 2020-07-25 12:56:53,567 - mmaction - INFO - Epoch [47][3640/3757] lr: 9.224e-02, eta: 7 days, 15:03:07, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5625, loss_cls: 3.1882, loss: 3.1882, grad_norm: 2.2239 2020-07-25 12:57:09,340 - mmaction - INFO - Epoch [47][3660/3757] lr: 9.224e-02, eta: 7 days, 15:02:39, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5586, loss_cls: 3.1957, loss: 3.1957, grad_norm: 2.1704 2020-07-25 12:57:25,126 - mmaction - INFO - Epoch [47][3680/3757] lr: 9.224e-02, eta: 7 days, 15:02:12, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5437, loss_cls: 3.2567, loss: 3.2567, grad_norm: 2.2022 2020-07-25 12:57:40,932 - mmaction - INFO - Epoch [47][3700/3757] lr: 9.224e-02, eta: 7 days, 15:01:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5789, loss_cls: 3.1307, loss: 3.1307, grad_norm: 2.2637 2020-07-25 12:57:56,673 - mmaction - INFO - Epoch [47][3720/3757] lr: 9.224e-02, eta: 7 days, 15:01:16, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5664, loss_cls: 3.1314, loss: 3.1314, grad_norm: 2.2127 2020-07-25 12:58:12,540 - mmaction - INFO - Epoch [47][3740/3757] lr: 9.224e-02, eta: 7 days, 15:00:49, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6008, loss_cls: 3.0451, loss: 3.0451, grad_norm: 2.2375 2020-07-25 13:01:37,671 - mmaction - INFO - Epoch [48][20/3757] lr: 9.191e-02, eta: 7 days, 15:28:59, time: 9.375, data_time: 8.497, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5523, loss_cls: 3.2598, loss: 3.2598, grad_norm: 2.2233 2020-07-25 13:01:53,506 - mmaction - INFO - Epoch [48][40/3757] lr: 9.191e-02, eta: 7 days, 15:28:31, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5703, loss_cls: 3.1502, loss: 3.1502, grad_norm: 2.2637 2020-07-25 13:02:09,247 - mmaction - INFO - Epoch [48][60/3757] lr: 9.191e-02, eta: 7 days, 15:28:02, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5461, loss_cls: 3.2498, loss: 3.2498, grad_norm: 2.2588 2020-07-25 13:02:25,011 - mmaction - INFO - Epoch [48][80/3757] lr: 9.191e-02, eta: 7 days, 15:27:34, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5945, loss_cls: 3.0647, loss: 3.0647, grad_norm: 2.1514 2020-07-25 13:02:40,730 - mmaction - INFO - Epoch [48][100/3757] lr: 9.191e-02, eta: 7 days, 15:27:05, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5625, loss_cls: 3.0461, loss: 3.0461, grad_norm: 2.2237 2020-07-25 13:02:56,517 - mmaction - INFO - Epoch [48][120/3757] lr: 9.191e-02, eta: 7 days, 15:26:37, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5773, loss_cls: 3.1411, loss: 3.1411, grad_norm: 2.2016 2020-07-25 13:03:12,300 - mmaction - INFO - Epoch [48][140/3757] lr: 9.191e-02, eta: 7 days, 15:26:08, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5492, loss_cls: 3.2140, loss: 3.2140, grad_norm: 2.2028 2020-07-25 13:03:28,082 - mmaction - INFO - Epoch [48][160/3757] lr: 9.191e-02, eta: 7 days, 15:25:40, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5828, loss_cls: 3.1134, loss: 3.1134, grad_norm: 2.2162 2020-07-25 13:03:43,850 - mmaction - INFO - Epoch [48][180/3757] lr: 9.191e-02, eta: 7 days, 15:25:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5914, loss_cls: 3.0118, loss: 3.0118, grad_norm: 2.1886 2020-07-25 13:03:59,646 - mmaction - INFO - Epoch [48][200/3757] lr: 9.191e-02, eta: 7 days, 15:24:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5609, loss_cls: 3.1632, loss: 3.1632, grad_norm: 2.2204 2020-07-25 13:04:15,544 - mmaction - INFO - Epoch [48][220/3757] lr: 9.191e-02, eta: 7 days, 15:24:16, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5859, loss_cls: 3.1043, loss: 3.1043, grad_norm: 2.1779 2020-07-25 13:04:31,382 - mmaction - INFO - Epoch [48][240/3757] lr: 9.191e-02, eta: 7 days, 15:23:49, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5586, loss_cls: 3.2074, loss: 3.2074, grad_norm: 2.2424 2020-07-25 13:04:47,139 - mmaction - INFO - Epoch [48][260/3757] lr: 9.191e-02, eta: 7 days, 15:23:21, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5727, loss_cls: 3.1503, loss: 3.1503, grad_norm: 2.1708 2020-07-25 13:05:03,094 - mmaction - INFO - Epoch [48][280/3757] lr: 9.191e-02, eta: 7 days, 15:22:54, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5539, loss_cls: 3.1633, loss: 3.1633, grad_norm: 2.2318 2020-07-25 13:05:18,838 - mmaction - INFO - Epoch [48][300/3757] lr: 9.191e-02, eta: 7 days, 15:22:26, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5656, loss_cls: 3.1242, loss: 3.1242, grad_norm: 2.2101 2020-07-25 13:05:34,714 - mmaction - INFO - Epoch [48][320/3757] lr: 9.191e-02, eta: 7 days, 15:21:58, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5703, loss_cls: 3.1056, loss: 3.1056, grad_norm: 2.2317 2020-07-25 13:05:50,554 - mmaction - INFO - Epoch [48][340/3757] lr: 9.191e-02, eta: 7 days, 15:21:31, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5758, loss_cls: 3.1059, loss: 3.1059, grad_norm: 2.2945 2020-07-25 13:06:06,373 - mmaction - INFO - Epoch [48][360/3757] lr: 9.191e-02, eta: 7 days, 15:21:03, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5680, loss_cls: 3.1472, loss: 3.1472, grad_norm: 2.2640 2020-07-25 13:06:22,189 - mmaction - INFO - Epoch [48][380/3757] lr: 9.191e-02, eta: 7 days, 15:20:35, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5563, loss_cls: 3.2100, loss: 3.2100, grad_norm: 2.3017 2020-07-25 13:06:37,971 - mmaction - INFO - Epoch [48][400/3757] lr: 9.191e-02, eta: 7 days, 15:20:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5687, loss_cls: 3.1526, loss: 3.1526, grad_norm: 2.2252 2020-07-25 13:06:53,799 - mmaction - INFO - Epoch [48][420/3757] lr: 9.191e-02, eta: 7 days, 15:19:39, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5883, loss_cls: 3.0889, loss: 3.0889, grad_norm: 2.2393 2020-07-25 13:07:09,553 - mmaction - INFO - Epoch [48][440/3757] lr: 9.191e-02, eta: 7 days, 15:19:11, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5680, loss_cls: 3.1737, loss: 3.1737, grad_norm: 2.2155 2020-07-25 13:07:25,330 - mmaction - INFO - Epoch [48][460/3757] lr: 9.191e-02, eta: 7 days, 15:18:43, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5805, loss_cls: 3.0725, loss: 3.0725, grad_norm: 2.2121 2020-07-25 13:07:41,128 - mmaction - INFO - Epoch [48][480/3757] lr: 9.191e-02, eta: 7 days, 15:18:15, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5773, loss_cls: 3.0661, loss: 3.0661, grad_norm: 2.2314 2020-07-25 13:07:56,926 - mmaction - INFO - Epoch [48][500/3757] lr: 9.191e-02, eta: 7 days, 15:17:47, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1169, loss: 3.1169, grad_norm: 2.2286 2020-07-25 13:08:12,716 - mmaction - INFO - Epoch [48][520/3757] lr: 9.191e-02, eta: 7 days, 15:17:19, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5922, loss_cls: 3.1098, loss: 3.1098, grad_norm: 2.2312 2020-07-25 13:08:28,486 - mmaction - INFO - Epoch [48][540/3757] lr: 9.191e-02, eta: 7 days, 15:16:50, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5734, loss_cls: 3.0901, loss: 3.0901, grad_norm: 2.2014 2020-07-25 13:08:44,335 - mmaction - INFO - Epoch [48][560/3757] lr: 9.191e-02, eta: 7 days, 15:16:23, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5703, loss_cls: 3.1492, loss: 3.1492, grad_norm: 2.2585 2020-07-25 13:09:00,157 - mmaction - INFO - Epoch [48][580/3757] lr: 9.191e-02, eta: 7 days, 15:15:56, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5539, loss_cls: 3.1796, loss: 3.1796, grad_norm: 2.2835 2020-07-25 13:09:15,996 - mmaction - INFO - Epoch [48][600/3757] lr: 9.191e-02, eta: 7 days, 15:15:28, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5656, loss_cls: 3.1698, loss: 3.1698, grad_norm: 2.2330 2020-07-25 13:09:31,765 - mmaction - INFO - Epoch [48][620/3757] lr: 9.191e-02, eta: 7 days, 15:15:00, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5719, loss_cls: 3.1867, loss: 3.1867, grad_norm: 2.2156 2020-07-25 13:09:47,605 - mmaction - INFO - Epoch [48][640/3757] lr: 9.191e-02, eta: 7 days, 15:14:32, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5750, loss_cls: 3.0916, loss: 3.0916, grad_norm: 2.2004 2020-07-25 13:10:03,490 - mmaction - INFO - Epoch [48][660/3757] lr: 9.191e-02, eta: 7 days, 15:14:05, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5852, loss_cls: 3.0828, loss: 3.0828, grad_norm: 2.2911 2020-07-25 13:10:19,154 - mmaction - INFO - Epoch [48][680/3757] lr: 9.191e-02, eta: 7 days, 15:13:36, time: 0.784, data_time: 0.002, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5813, loss_cls: 3.0986, loss: 3.0986, grad_norm: 2.2233 2020-07-25 13:10:34,994 - mmaction - INFO - Epoch [48][700/3757] lr: 9.191e-02, eta: 7 days, 15:13:08, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5797, loss_cls: 3.0623, loss: 3.0623, grad_norm: 2.1758 2020-07-25 13:10:50,778 - mmaction - INFO - Epoch [48][720/3757] lr: 9.191e-02, eta: 7 days, 15:12:41, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5898, loss_cls: 2.9747, loss: 2.9747, grad_norm: 2.1587 2020-07-25 13:11:06,672 - mmaction - INFO - Epoch [48][740/3757] lr: 9.191e-02, eta: 7 days, 15:12:14, time: 0.794, data_time: 0.002, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5516, loss_cls: 3.1728, loss: 3.1728, grad_norm: 2.2359 2020-07-25 13:11:22,537 - mmaction - INFO - Epoch [48][760/3757] lr: 9.191e-02, eta: 7 days, 15:11:47, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5734, loss_cls: 3.1029, loss: 3.1029, grad_norm: 2.2567 2020-07-25 13:11:38,383 - mmaction - INFO - Epoch [48][780/3757] lr: 9.191e-02, eta: 7 days, 15:11:19, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5836, loss_cls: 3.1053, loss: 3.1053, grad_norm: 2.2348 2020-07-25 13:11:54,230 - mmaction - INFO - Epoch [48][800/3757] lr: 9.191e-02, eta: 7 days, 15:10:52, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5883, loss_cls: 3.1332, loss: 3.1332, grad_norm: 2.1974 2020-07-25 13:12:10,057 - mmaction - INFO - Epoch [48][820/3757] lr: 9.191e-02, eta: 7 days, 15:10:24, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5797, loss_cls: 3.1732, loss: 3.1732, grad_norm: 2.2286 2020-07-25 13:12:25,860 - mmaction - INFO - Epoch [48][840/3757] lr: 9.191e-02, eta: 7 days, 15:09:57, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5766, loss_cls: 3.1317, loss: 3.1317, grad_norm: 2.1907 2020-07-25 13:12:41,674 - mmaction - INFO - Epoch [48][860/3757] lr: 9.191e-02, eta: 7 days, 15:09:29, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5703, loss_cls: 3.1419, loss: 3.1419, grad_norm: 2.1931 2020-07-25 13:12:57,480 - mmaction - INFO - Epoch [48][880/3757] lr: 9.191e-02, eta: 7 days, 15:09:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5836, loss_cls: 3.0694, loss: 3.0694, grad_norm: 2.1869 2020-07-25 13:13:13,337 - mmaction - INFO - Epoch [48][900/3757] lr: 9.191e-02, eta: 7 days, 15:08:34, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5742, loss_cls: 3.1677, loss: 3.1677, grad_norm: 2.2516 2020-07-25 13:13:29,123 - mmaction - INFO - Epoch [48][920/3757] lr: 9.191e-02, eta: 7 days, 15:08:06, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5719, loss_cls: 3.1136, loss: 3.1136, grad_norm: 2.2172 2020-07-25 13:13:44,948 - mmaction - INFO - Epoch [48][940/3757] lr: 9.191e-02, eta: 7 days, 15:07:39, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5742, loss_cls: 3.0723, loss: 3.0723, grad_norm: 2.2562 2020-07-25 13:14:00,697 - mmaction - INFO - Epoch [48][960/3757] lr: 9.191e-02, eta: 7 days, 15:07:10, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5609, loss_cls: 3.1353, loss: 3.1353, grad_norm: 2.2908 2020-07-25 13:14:16,528 - mmaction - INFO - Epoch [48][980/3757] lr: 9.191e-02, eta: 7 days, 15:06:43, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5555, loss_cls: 3.1476, loss: 3.1476, grad_norm: 2.2204 2020-07-25 13:14:32,394 - mmaction - INFO - Epoch [48][1000/3757] lr: 9.191e-02, eta: 7 days, 15:06:16, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5555, loss_cls: 3.2371, loss: 3.2371, grad_norm: 2.1667 2020-07-25 13:14:48,257 - mmaction - INFO - Epoch [48][1020/3757] lr: 9.191e-02, eta: 7 days, 15:05:49, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5687, loss_cls: 3.1282, loss: 3.1282, grad_norm: 2.1666 2020-07-25 13:15:04,195 - mmaction - INFO - Epoch [48][1040/3757] lr: 9.191e-02, eta: 7 days, 15:05:22, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5727, loss_cls: 3.1235, loss: 3.1235, grad_norm: 2.1772 2020-07-25 13:15:19,953 - mmaction - INFO - Epoch [48][1060/3757] lr: 9.191e-02, eta: 7 days, 15:04:54, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5758, loss_cls: 3.0927, loss: 3.0927, grad_norm: 2.2097 2020-07-25 13:15:35,687 - mmaction - INFO - Epoch [48][1080/3757] lr: 9.191e-02, eta: 7 days, 15:04:26, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5820, loss_cls: 3.0967, loss: 3.0967, grad_norm: 2.2953 2020-07-25 13:15:51,454 - mmaction - INFO - Epoch [48][1100/3757] lr: 9.191e-02, eta: 7 days, 15:03:58, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5797, loss_cls: 3.1139, loss: 3.1139, grad_norm: 2.2847 2020-07-25 13:16:07,330 - mmaction - INFO - Epoch [48][1120/3757] lr: 9.191e-02, eta: 7 days, 15:03:31, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5773, loss_cls: 3.1445, loss: 3.1445, grad_norm: 2.2341 2020-07-25 13:16:23,114 - mmaction - INFO - Epoch [48][1140/3757] lr: 9.191e-02, eta: 7 days, 15:03:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5484, loss_cls: 3.2204, loss: 3.2204, grad_norm: 2.2095 2020-07-25 13:16:38,895 - mmaction - INFO - Epoch [48][1160/3757] lr: 9.191e-02, eta: 7 days, 15:02:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5953, loss_cls: 3.0896, loss: 3.0896, grad_norm: 2.2049 2020-07-25 13:16:54,854 - mmaction - INFO - Epoch [48][1180/3757] lr: 9.191e-02, eta: 7 days, 15:02:09, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.2859, top5_acc: 0.5414, loss_cls: 3.2660, loss: 3.2660, grad_norm: 2.2452 2020-07-25 13:17:10,687 - mmaction - INFO - Epoch [48][1200/3757] lr: 9.191e-02, eta: 7 days, 15:01:42, time: 0.793, data_time: 0.002, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5805, loss_cls: 3.1473, loss: 3.1473, grad_norm: 2.2538 2020-07-25 13:17:26,533 - mmaction - INFO - Epoch [48][1220/3757] lr: 9.191e-02, eta: 7 days, 15:01:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5609, loss_cls: 3.1181, loss: 3.1181, grad_norm: 2.2295 2020-07-25 13:17:42,333 - mmaction - INFO - Epoch [48][1240/3757] lr: 9.191e-02, eta: 7 days, 15:00:47, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5633, loss_cls: 3.1893, loss: 3.1893, grad_norm: 2.3018 2020-07-25 13:17:58,186 - mmaction - INFO - Epoch [48][1260/3757] lr: 9.191e-02, eta: 7 days, 15:00:20, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5625, loss_cls: 3.1865, loss: 3.1865, grad_norm: 2.2465 2020-07-25 13:18:13,986 - mmaction - INFO - Epoch [48][1280/3757] lr: 9.191e-02, eta: 7 days, 14:59:52, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5703, loss_cls: 3.1501, loss: 3.1501, grad_norm: 2.2459 2020-07-25 13:18:29,752 - mmaction - INFO - Epoch [48][1300/3757] lr: 9.191e-02, eta: 7 days, 14:59:24, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5813, loss_cls: 3.0762, loss: 3.0762, grad_norm: 2.2095 2020-07-25 13:18:45,539 - mmaction - INFO - Epoch [48][1320/3757] lr: 9.191e-02, eta: 7 days, 14:58:56, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5789, loss_cls: 3.0984, loss: 3.0984, grad_norm: 2.2474 2020-07-25 13:19:01,360 - mmaction - INFO - Epoch [48][1340/3757] lr: 9.191e-02, eta: 7 days, 14:58:29, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5758, loss_cls: 3.1104, loss: 3.1104, grad_norm: 2.2281 2020-07-25 13:19:17,159 - mmaction - INFO - Epoch [48][1360/3757] lr: 9.191e-02, eta: 7 days, 14:58:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5633, loss_cls: 3.2229, loss: 3.2229, grad_norm: 2.2389 2020-07-25 13:19:32,934 - mmaction - INFO - Epoch [48][1380/3757] lr: 9.191e-02, eta: 7 days, 14:57:33, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5578, loss_cls: 3.1758, loss: 3.1758, grad_norm: 2.2683 2020-07-25 13:19:48,653 - mmaction - INFO - Epoch [48][1400/3757] lr: 9.191e-02, eta: 7 days, 14:57:04, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5867, loss_cls: 3.0546, loss: 3.0546, grad_norm: 2.2485 2020-07-25 13:20:04,453 - mmaction - INFO - Epoch [48][1420/3757] lr: 9.191e-02, eta: 7 days, 14:56:37, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5734, loss_cls: 3.2413, loss: 3.2413, grad_norm: 2.2945 2020-07-25 13:20:20,155 - mmaction - INFO - Epoch [48][1440/3757] lr: 9.191e-02, eta: 7 days, 14:56:08, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5609, loss_cls: 3.1981, loss: 3.1981, grad_norm: 2.2708 2020-07-25 13:20:35,983 - mmaction - INFO - Epoch [48][1460/3757] lr: 9.191e-02, eta: 7 days, 14:55:41, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5914, loss_cls: 3.1125, loss: 3.1125, grad_norm: 2.2151 2020-07-25 13:20:51,704 - mmaction - INFO - Epoch [48][1480/3757] lr: 9.191e-02, eta: 7 days, 14:55:12, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5648, loss_cls: 3.1869, loss: 3.1869, grad_norm: 2.2545 2020-07-25 13:21:07,523 - mmaction - INFO - Epoch [48][1500/3757] lr: 9.191e-02, eta: 7 days, 14:54:45, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5758, loss_cls: 3.0897, loss: 3.0897, grad_norm: 2.2094 2020-07-25 13:21:23,224 - mmaction - INFO - Epoch [48][1520/3757] lr: 9.191e-02, eta: 7 days, 14:54:16, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5539, loss_cls: 3.1800, loss: 3.1800, grad_norm: 2.2509 2020-07-25 13:21:38,929 - mmaction - INFO - Epoch [48][1540/3757] lr: 9.191e-02, eta: 7 days, 14:53:48, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5961, loss_cls: 3.0173, loss: 3.0173, grad_norm: 2.2076 2020-07-25 13:21:54,731 - mmaction - INFO - Epoch [48][1560/3757] lr: 9.191e-02, eta: 7 days, 14:53:20, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5711, loss_cls: 3.0973, loss: 3.0973, grad_norm: 2.2684 2020-07-25 13:22:10,517 - mmaction - INFO - Epoch [48][1580/3757] lr: 9.191e-02, eta: 7 days, 14:52:52, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5648, loss_cls: 3.2014, loss: 3.2014, grad_norm: 2.3021 2020-07-25 13:22:26,291 - mmaction - INFO - Epoch [48][1600/3757] lr: 9.191e-02, eta: 7 days, 14:52:24, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5602, loss_cls: 3.1625, loss: 3.1625, grad_norm: 2.2029 2020-07-25 13:22:42,081 - mmaction - INFO - Epoch [48][1620/3757] lr: 9.191e-02, eta: 7 days, 14:51:57, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5742, loss_cls: 3.1402, loss: 3.1402, grad_norm: 2.2063 2020-07-25 13:22:57,840 - mmaction - INFO - Epoch [48][1640/3757] lr: 9.191e-02, eta: 7 days, 14:51:29, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5758, loss_cls: 3.1245, loss: 3.1245, grad_norm: 2.2268 2020-07-25 13:23:13,675 - mmaction - INFO - Epoch [48][1660/3757] lr: 9.191e-02, eta: 7 days, 14:51:02, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5703, loss_cls: 3.2373, loss: 3.2373, grad_norm: 2.2458 2020-07-25 13:23:29,461 - mmaction - INFO - Epoch [48][1680/3757] lr: 9.191e-02, eta: 7 days, 14:50:34, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5828, loss_cls: 3.1217, loss: 3.1217, grad_norm: 2.2670 2020-07-25 13:23:45,216 - mmaction - INFO - Epoch [48][1700/3757] lr: 9.191e-02, eta: 7 days, 14:50:06, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5703, loss_cls: 3.2092, loss: 3.2092, grad_norm: 2.2672 2020-07-25 13:24:01,087 - mmaction - INFO - Epoch [48][1720/3757] lr: 9.191e-02, eta: 7 days, 14:49:39, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5758, loss_cls: 3.1626, loss: 3.1626, grad_norm: 2.2352 2020-07-25 13:24:16,919 - mmaction - INFO - Epoch [48][1740/3757] lr: 9.191e-02, eta: 7 days, 14:49:12, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5727, loss_cls: 3.1260, loss: 3.1260, grad_norm: 2.2253 2020-07-25 13:24:32,696 - mmaction - INFO - Epoch [48][1760/3757] lr: 9.191e-02, eta: 7 days, 14:48:44, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5547, loss_cls: 3.1457, loss: 3.1457, grad_norm: 2.2019 2020-07-25 13:24:48,429 - mmaction - INFO - Epoch [48][1780/3757] lr: 9.191e-02, eta: 7 days, 14:48:16, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5898, loss_cls: 3.0889, loss: 3.0889, grad_norm: 2.1675 2020-07-25 13:25:04,310 - mmaction - INFO - Epoch [48][1800/3757] lr: 9.191e-02, eta: 7 days, 14:47:49, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5492, loss_cls: 3.2265, loss: 3.2265, grad_norm: 2.2359 2020-07-25 13:25:20,062 - mmaction - INFO - Epoch [48][1820/3757] lr: 9.191e-02, eta: 7 days, 14:47:21, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5727, loss_cls: 3.1493, loss: 3.1493, grad_norm: 2.2474 2020-07-25 13:25:35,907 - mmaction - INFO - Epoch [48][1840/3757] lr: 9.191e-02, eta: 7 days, 14:46:54, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5656, loss_cls: 3.1996, loss: 3.1996, grad_norm: 2.2051 2020-07-25 13:25:51,738 - mmaction - INFO - Epoch [48][1860/3757] lr: 9.191e-02, eta: 7 days, 14:46:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 3.1421, loss: 3.1421, grad_norm: 2.1796 2020-07-25 13:26:07,561 - mmaction - INFO - Epoch [48][1880/3757] lr: 9.191e-02, eta: 7 days, 14:46:00, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5734, loss_cls: 3.1723, loss: 3.1723, grad_norm: 2.2443 2020-07-25 13:26:23,415 - mmaction - INFO - Epoch [48][1900/3757] lr: 9.191e-02, eta: 7 days, 14:45:33, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5687, loss_cls: 3.1624, loss: 3.1624, grad_norm: 2.2048 2020-07-25 13:26:39,203 - mmaction - INFO - Epoch [48][1920/3757] lr: 9.191e-02, eta: 7 days, 14:45:05, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5703, loss_cls: 3.1129, loss: 3.1129, grad_norm: 2.2151 2020-07-25 13:26:55,035 - mmaction - INFO - Epoch [48][1940/3757] lr: 9.191e-02, eta: 7 days, 14:44:38, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5516, loss_cls: 3.1729, loss: 3.1729, grad_norm: 2.2269 2020-07-25 13:27:10,732 - mmaction - INFO - Epoch [48][1960/3757] lr: 9.191e-02, eta: 7 days, 14:44:10, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5680, loss_cls: 3.1339, loss: 3.1339, grad_norm: 2.2539 2020-07-25 13:27:26,613 - mmaction - INFO - Epoch [48][1980/3757] lr: 9.191e-02, eta: 7 days, 14:43:43, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5742, loss_cls: 3.1033, loss: 3.1033, grad_norm: 2.2288 2020-07-25 13:27:42,440 - mmaction - INFO - Epoch [48][2000/3757] lr: 9.191e-02, eta: 7 days, 14:43:16, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5719, loss_cls: 3.0930, loss: 3.0930, grad_norm: 2.2956 2020-07-25 13:27:58,312 - mmaction - INFO - Epoch [48][2020/3757] lr: 9.191e-02, eta: 7 days, 14:42:49, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5805, loss_cls: 3.1125, loss: 3.1125, grad_norm: 2.2448 2020-07-25 13:28:14,153 - mmaction - INFO - Epoch [48][2040/3757] lr: 9.191e-02, eta: 7 days, 14:42:22, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5695, loss_cls: 3.1309, loss: 3.1309, grad_norm: 2.2315 2020-07-25 13:28:30,030 - mmaction - INFO - Epoch [48][2060/3757] lr: 9.191e-02, eta: 7 days, 14:41:56, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5727, loss_cls: 3.1502, loss: 3.1502, grad_norm: 2.2063 2020-07-25 13:28:45,839 - mmaction - INFO - Epoch [48][2080/3757] lr: 9.191e-02, eta: 7 days, 14:41:28, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5898, loss_cls: 3.0736, loss: 3.0736, grad_norm: 2.1717 2020-07-25 13:29:01,715 - mmaction - INFO - Epoch [48][2100/3757] lr: 9.191e-02, eta: 7 days, 14:41:01, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5992, loss_cls: 3.0383, loss: 3.0383, grad_norm: 2.2496 2020-07-25 13:29:17,536 - mmaction - INFO - Epoch [48][2120/3757] lr: 9.191e-02, eta: 7 days, 14:40:35, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5703, loss_cls: 3.0955, loss: 3.0955, grad_norm: 2.1626 2020-07-25 13:29:33,345 - mmaction - INFO - Epoch [48][2140/3757] lr: 9.191e-02, eta: 7 days, 14:40:07, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5586, loss_cls: 3.2329, loss: 3.2329, grad_norm: 2.1750 2020-07-25 13:29:49,054 - mmaction - INFO - Epoch [48][2160/3757] lr: 9.191e-02, eta: 7 days, 14:39:39, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1100, loss: 3.1100, grad_norm: 2.2117 2020-07-25 13:30:04,864 - mmaction - INFO - Epoch [48][2180/3757] lr: 9.191e-02, eta: 7 days, 14:39:12, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5500, loss_cls: 3.2293, loss: 3.2293, grad_norm: 2.2321 2020-07-25 13:30:20,505 - mmaction - INFO - Epoch [48][2200/3757] lr: 9.191e-02, eta: 7 days, 14:38:43, time: 0.782, data_time: 0.001, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5750, loss_cls: 3.0733, loss: 3.0733, grad_norm: 2.1627 2020-07-25 13:30:36,258 - mmaction - INFO - Epoch [48][2220/3757] lr: 9.191e-02, eta: 7 days, 14:38:14, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5570, loss_cls: 3.1856, loss: 3.1856, grad_norm: 2.2088 2020-07-25 13:30:51,991 - mmaction - INFO - Epoch [48][2240/3757] lr: 9.191e-02, eta: 7 days, 14:37:46, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5836, loss_cls: 3.0779, loss: 3.0779, grad_norm: 2.2341 2020-07-25 13:31:07,881 - mmaction - INFO - Epoch [48][2260/3757] lr: 9.191e-02, eta: 7 days, 14:37:20, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5734, loss_cls: 3.0435, loss: 3.0435, grad_norm: 2.2692 2020-07-25 13:31:23,665 - mmaction - INFO - Epoch [48][2280/3757] lr: 9.191e-02, eta: 7 days, 14:36:52, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5766, loss_cls: 3.1443, loss: 3.1443, grad_norm: 2.2627 2020-07-25 13:31:39,569 - mmaction - INFO - Epoch [48][2300/3757] lr: 9.191e-02, eta: 7 days, 14:36:26, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5766, loss_cls: 3.1151, loss: 3.1151, grad_norm: 2.2436 2020-07-25 13:31:55,376 - mmaction - INFO - Epoch [48][2320/3757] lr: 9.191e-02, eta: 7 days, 14:35:59, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5836, loss_cls: 3.0904, loss: 3.0904, grad_norm: 2.2209 2020-07-25 13:32:11,080 - mmaction - INFO - Epoch [48][2340/3757] lr: 9.191e-02, eta: 7 days, 14:35:31, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5594, loss_cls: 3.2674, loss: 3.2674, grad_norm: 2.2352 2020-07-25 13:32:26,781 - mmaction - INFO - Epoch [48][2360/3757] lr: 9.191e-02, eta: 7 days, 14:35:02, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5320, loss_cls: 3.2939, loss: 3.2939, grad_norm: 2.2384 2020-07-25 13:32:42,589 - mmaction - INFO - Epoch [48][2380/3757] lr: 9.191e-02, eta: 7 days, 14:34:35, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5672, loss_cls: 3.1135, loss: 3.1135, grad_norm: 2.2098 2020-07-25 13:33:03,913 - mmaction - INFO - Epoch [48][2400/3757] lr: 9.191e-02, eta: 7 days, 14:35:06, time: 1.066, data_time: 0.281, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5672, loss_cls: 3.1715, loss: 3.1715, grad_norm: 2.2744 2020-07-25 13:33:19,697 - mmaction - INFO - Epoch [48][2420/3757] lr: 9.191e-02, eta: 7 days, 14:34:39, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5813, loss_cls: 3.0999, loss: 3.0999, grad_norm: 2.2293 2020-07-25 13:33:35,463 - mmaction - INFO - Epoch [48][2440/3757] lr: 9.191e-02, eta: 7 days, 14:34:11, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5680, loss_cls: 3.1752, loss: 3.1752, grad_norm: 2.2960 2020-07-25 13:33:51,199 - mmaction - INFO - Epoch [48][2460/3757] lr: 9.191e-02, eta: 7 days, 14:33:43, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5758, loss_cls: 3.1161, loss: 3.1161, grad_norm: 2.1872 2020-07-25 13:34:06,946 - mmaction - INFO - Epoch [48][2480/3757] lr: 9.191e-02, eta: 7 days, 14:33:15, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5750, loss_cls: 3.1859, loss: 3.1859, grad_norm: 2.1930 2020-07-25 13:34:22,692 - mmaction - INFO - Epoch [48][2500/3757] lr: 9.191e-02, eta: 7 days, 14:32:47, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6055, loss_cls: 2.9708, loss: 2.9708, grad_norm: 2.2347 2020-07-25 13:34:38,498 - mmaction - INFO - Epoch [48][2520/3757] lr: 9.191e-02, eta: 7 days, 14:32:20, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5727, loss_cls: 3.1063, loss: 3.1063, grad_norm: 2.2628 2020-07-25 13:34:54,273 - mmaction - INFO - Epoch [48][2540/3757] lr: 9.191e-02, eta: 7 days, 14:31:53, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5711, loss_cls: 3.1831, loss: 3.1831, grad_norm: 2.2434 2020-07-25 13:35:10,054 - mmaction - INFO - Epoch [48][2560/3757] lr: 9.191e-02, eta: 7 days, 14:31:25, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5570, loss_cls: 3.1764, loss: 3.1764, grad_norm: 2.2163 2020-07-25 13:35:25,847 - mmaction - INFO - Epoch [48][2580/3757] lr: 9.191e-02, eta: 7 days, 14:30:58, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6086, loss_cls: 2.9927, loss: 2.9927, grad_norm: 2.1816 2020-07-25 13:35:41,708 - mmaction - INFO - Epoch [48][2600/3757] lr: 9.191e-02, eta: 7 days, 14:30:31, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5680, loss_cls: 3.1200, loss: 3.1200, grad_norm: 2.2412 2020-07-25 13:35:57,502 - mmaction - INFO - Epoch [48][2620/3757] lr: 9.191e-02, eta: 7 days, 14:30:04, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.6008, loss_cls: 3.1028, loss: 3.1028, grad_norm: 2.2045 2020-07-25 13:36:13,218 - mmaction - INFO - Epoch [48][2640/3757] lr: 9.191e-02, eta: 7 days, 14:29:36, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5609, loss_cls: 3.1202, loss: 3.1202, grad_norm: 2.2382 2020-07-25 13:36:29,016 - mmaction - INFO - Epoch [48][2660/3757] lr: 9.191e-02, eta: 7 days, 14:29:08, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5711, loss_cls: 3.1119, loss: 3.1119, grad_norm: 2.2808 2020-07-25 13:36:44,837 - mmaction - INFO - Epoch [48][2680/3757] lr: 9.191e-02, eta: 7 days, 14:28:41, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5859, loss_cls: 3.0653, loss: 3.0653, grad_norm: 2.2610 2020-07-25 13:37:00,616 - mmaction - INFO - Epoch [48][2700/3757] lr: 9.191e-02, eta: 7 days, 14:28:14, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5953, loss_cls: 3.1004, loss: 3.1004, grad_norm: 2.2971 2020-07-25 13:37:16,376 - mmaction - INFO - Epoch [48][2720/3757] lr: 9.191e-02, eta: 7 days, 14:27:46, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5703, loss_cls: 3.1429, loss: 3.1429, grad_norm: 2.1837 2020-07-25 13:37:32,124 - mmaction - INFO - Epoch [48][2740/3757] lr: 9.191e-02, eta: 7 days, 14:27:18, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5914, loss_cls: 3.0799, loss: 3.0799, grad_norm: 2.1520 2020-07-25 13:37:47,875 - mmaction - INFO - Epoch [48][2760/3757] lr: 9.191e-02, eta: 7 days, 14:26:51, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5828, loss_cls: 3.1330, loss: 3.1330, grad_norm: 2.2751 2020-07-25 13:38:03,612 - mmaction - INFO - Epoch [48][2780/3757] lr: 9.191e-02, eta: 7 days, 14:26:23, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5617, loss_cls: 3.1683, loss: 3.1683, grad_norm: 2.2090 2020-07-25 13:38:19,367 - mmaction - INFO - Epoch [48][2800/3757] lr: 9.191e-02, eta: 7 days, 14:25:55, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5906, loss_cls: 3.0242, loss: 3.0242, grad_norm: 2.1084 2020-07-25 13:38:35,124 - mmaction - INFO - Epoch [48][2820/3757] lr: 9.191e-02, eta: 7 days, 14:25:27, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5813, loss_cls: 3.1138, loss: 3.1138, grad_norm: 2.2254 2020-07-25 13:38:50,918 - mmaction - INFO - Epoch [48][2840/3757] lr: 9.191e-02, eta: 7 days, 14:25:00, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5891, loss_cls: 3.0707, loss: 3.0707, grad_norm: 2.2026 2020-07-25 13:39:06,742 - mmaction - INFO - Epoch [48][2860/3757] lr: 9.191e-02, eta: 7 days, 14:24:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5805, loss_cls: 3.0953, loss: 3.0953, grad_norm: 2.2601 2020-07-25 13:39:22,529 - mmaction - INFO - Epoch [48][2880/3757] lr: 9.191e-02, eta: 7 days, 14:24:06, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5625, loss_cls: 3.2309, loss: 3.2309, grad_norm: 2.2193 2020-07-25 13:39:38,311 - mmaction - INFO - Epoch [48][2900/3757] lr: 9.191e-02, eta: 7 days, 14:23:39, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5852, loss_cls: 3.0757, loss: 3.0757, grad_norm: 2.1936 2020-07-25 13:39:54,097 - mmaction - INFO - Epoch [48][2920/3757] lr: 9.191e-02, eta: 7 days, 14:23:11, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5906, loss_cls: 3.0981, loss: 3.0981, grad_norm: 2.2678 2020-07-25 13:40:09,905 - mmaction - INFO - Epoch [48][2940/3757] lr: 9.191e-02, eta: 7 days, 14:22:44, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5539, loss_cls: 3.1837, loss: 3.1837, grad_norm: 2.2165 2020-07-25 13:40:25,751 - mmaction - INFO - Epoch [48][2960/3757] lr: 9.191e-02, eta: 7 days, 14:22:17, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5437, loss_cls: 3.2500, loss: 3.2500, grad_norm: 2.1853 2020-07-25 13:40:41,505 - mmaction - INFO - Epoch [48][2980/3757] lr: 9.191e-02, eta: 7 days, 14:21:50, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5641, loss_cls: 3.1880, loss: 3.1880, grad_norm: 2.2065 2020-07-25 13:40:57,295 - mmaction - INFO - Epoch [48][3000/3757] lr: 9.191e-02, eta: 7 days, 14:21:23, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5586, loss_cls: 3.1433, loss: 3.1433, grad_norm: 2.2378 2020-07-25 13:41:13,057 - mmaction - INFO - Epoch [48][3020/3757] lr: 9.191e-02, eta: 7 days, 14:20:55, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5789, loss_cls: 3.1441, loss: 3.1441, grad_norm: 2.1966 2020-07-25 13:41:28,802 - mmaction - INFO - Epoch [48][3040/3757] lr: 9.191e-02, eta: 7 days, 14:20:27, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5758, loss_cls: 3.1220, loss: 3.1220, grad_norm: 2.1936 2020-07-25 13:41:44,534 - mmaction - INFO - Epoch [48][3060/3757] lr: 9.191e-02, eta: 7 days, 14:19:59, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5789, loss_cls: 3.1663, loss: 3.1663, grad_norm: 2.2199 2020-07-25 13:42:00,301 - mmaction - INFO - Epoch [48][3080/3757] lr: 9.191e-02, eta: 7 days, 14:19:32, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5789, loss_cls: 3.1226, loss: 3.1226, grad_norm: 2.2003 2020-07-25 13:42:16,064 - mmaction - INFO - Epoch [48][3100/3757] lr: 9.191e-02, eta: 7 days, 14:19:05, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5594, loss_cls: 3.1273, loss: 3.1273, grad_norm: 2.1734 2020-07-25 13:42:31,861 - mmaction - INFO - Epoch [48][3120/3757] lr: 9.191e-02, eta: 7 days, 14:18:37, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5461, loss_cls: 3.2155, loss: 3.2155, grad_norm: 2.2399 2020-07-25 13:42:47,681 - mmaction - INFO - Epoch [48][3140/3757] lr: 9.191e-02, eta: 7 days, 14:18:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5711, loss_cls: 3.1574, loss: 3.1574, grad_norm: 2.2706 2020-07-25 13:43:03,426 - mmaction - INFO - Epoch [48][3160/3757] lr: 9.191e-02, eta: 7 days, 14:17:43, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5750, loss_cls: 3.0840, loss: 3.0840, grad_norm: 2.2119 2020-07-25 13:43:19,322 - mmaction - INFO - Epoch [48][3180/3757] lr: 9.191e-02, eta: 7 days, 14:17:17, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5789, loss_cls: 3.1123, loss: 3.1123, grad_norm: 2.2906 2020-07-25 13:43:35,109 - mmaction - INFO - Epoch [48][3200/3757] lr: 9.191e-02, eta: 7 days, 14:16:49, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5750, loss_cls: 3.1359, loss: 3.1359, grad_norm: 2.2140 2020-07-25 13:43:50,909 - mmaction - INFO - Epoch [48][3220/3757] lr: 9.191e-02, eta: 7 days, 14:16:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5687, loss_cls: 3.1423, loss: 3.1423, grad_norm: 2.2338 2020-07-25 13:44:06,734 - mmaction - INFO - Epoch [48][3240/3757] lr: 9.191e-02, eta: 7 days, 14:15:55, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5711, loss_cls: 3.1425, loss: 3.1425, grad_norm: 2.2927 2020-07-25 13:44:22,552 - mmaction - INFO - Epoch [48][3260/3757] lr: 9.191e-02, eta: 7 days, 14:15:29, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5648, loss_cls: 3.1219, loss: 3.1219, grad_norm: 2.2046 2020-07-25 13:44:38,408 - mmaction - INFO - Epoch [48][3280/3757] lr: 9.191e-02, eta: 7 days, 14:15:02, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5750, loss_cls: 3.1475, loss: 3.1475, grad_norm: 2.2533 2020-07-25 13:44:54,229 - mmaction - INFO - Epoch [48][3300/3757] lr: 9.191e-02, eta: 7 days, 14:14:35, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5828, loss_cls: 3.1253, loss: 3.1253, grad_norm: 2.2262 2020-07-25 13:45:10,003 - mmaction - INFO - Epoch [48][3320/3757] lr: 9.191e-02, eta: 7 days, 14:14:08, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5875, loss_cls: 3.1297, loss: 3.1297, grad_norm: 2.2313 2020-07-25 13:45:25,895 - mmaction - INFO - Epoch [48][3340/3757] lr: 9.191e-02, eta: 7 days, 14:13:42, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5555, loss_cls: 3.1525, loss: 3.1525, grad_norm: 2.2254 2020-07-25 13:45:41,676 - mmaction - INFO - Epoch [48][3360/3757] lr: 9.191e-02, eta: 7 days, 14:13:15, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5703, loss_cls: 3.1436, loss: 3.1436, grad_norm: 2.2267 2020-07-25 13:45:57,522 - mmaction - INFO - Epoch [48][3380/3757] lr: 9.191e-02, eta: 7 days, 14:12:48, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5945, loss_cls: 3.0039, loss: 3.0039, grad_norm: 2.3035 2020-07-25 13:46:13,352 - mmaction - INFO - Epoch [48][3400/3757] lr: 9.191e-02, eta: 7 days, 14:12:21, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.0503, loss: 3.0503, grad_norm: 2.2492 2020-07-25 13:46:29,162 - mmaction - INFO - Epoch [48][3420/3757] lr: 9.191e-02, eta: 7 days, 14:11:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5758, loss_cls: 3.1683, loss: 3.1683, grad_norm: 2.2402 2020-07-25 13:46:44,962 - mmaction - INFO - Epoch [48][3440/3757] lr: 9.191e-02, eta: 7 days, 14:11:28, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5883, loss_cls: 3.0042, loss: 3.0042, grad_norm: 2.1727 2020-07-25 13:47:00,785 - mmaction - INFO - Epoch [48][3460/3757] lr: 9.191e-02, eta: 7 days, 14:11:01, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.0824, loss: 3.0824, grad_norm: 2.2337 2020-07-25 13:47:16,538 - mmaction - INFO - Epoch [48][3480/3757] lr: 9.191e-02, eta: 7 days, 14:10:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5758, loss_cls: 3.0513, loss: 3.0513, grad_norm: 2.2336 2020-07-25 13:47:32,340 - mmaction - INFO - Epoch [48][3500/3757] lr: 9.191e-02, eta: 7 days, 14:10:06, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5742, loss_cls: 3.0547, loss: 3.0547, grad_norm: 2.2889 2020-07-25 13:47:48,208 - mmaction - INFO - Epoch [48][3520/3757] lr: 9.191e-02, eta: 7 days, 14:09:40, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5602, loss_cls: 3.1518, loss: 3.1518, grad_norm: 2.2747 2020-07-25 13:48:04,244 - mmaction - INFO - Epoch [48][3540/3757] lr: 9.191e-02, eta: 7 days, 14:09:15, time: 0.802, data_time: 0.009, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5758, loss_cls: 3.0970, loss: 3.0970, grad_norm: 2.2248 2020-07-25 13:48:20,079 - mmaction - INFO - Epoch [48][3560/3757] lr: 9.191e-02, eta: 7 days, 14:08:49, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5719, loss_cls: 3.1453, loss: 3.1453, grad_norm: 2.2263 2020-07-25 13:48:35,877 - mmaction - INFO - Epoch [48][3580/3757] lr: 9.191e-02, eta: 7 days, 14:08:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5898, loss_cls: 3.0345, loss: 3.0345, grad_norm: 2.1921 2020-07-25 13:48:51,657 - mmaction - INFO - Epoch [48][3600/3757] lr: 9.191e-02, eta: 7 days, 14:07:55, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5664, loss_cls: 3.1703, loss: 3.1703, grad_norm: 2.2478 2020-07-25 13:49:07,456 - mmaction - INFO - Epoch [48][3620/3757] lr: 9.191e-02, eta: 7 days, 14:07:28, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5906, loss_cls: 3.0395, loss: 3.0395, grad_norm: 2.2090 2020-07-25 13:49:23,280 - mmaction - INFO - Epoch [48][3640/3757] lr: 9.191e-02, eta: 7 days, 14:07:01, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5852, loss_cls: 3.0761, loss: 3.0761, grad_norm: 2.2721 2020-07-25 13:49:39,090 - mmaction - INFO - Epoch [48][3660/3757] lr: 9.191e-02, eta: 7 days, 14:06:34, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.2174, loss: 3.2174, grad_norm: 2.2400 2020-07-25 13:49:54,963 - mmaction - INFO - Epoch [48][3680/3757] lr: 9.191e-02, eta: 7 days, 14:06:08, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5961, loss_cls: 3.0655, loss: 3.0655, grad_norm: 2.2250 2020-07-25 13:50:10,815 - mmaction - INFO - Epoch [48][3700/3757] lr: 9.191e-02, eta: 7 days, 14:05:42, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5664, loss_cls: 3.1484, loss: 3.1484, grad_norm: 2.2924 2020-07-25 13:50:26,609 - mmaction - INFO - Epoch [48][3720/3757] lr: 9.191e-02, eta: 7 days, 14:05:15, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5656, loss_cls: 3.1211, loss: 3.1211, grad_norm: 2.2789 2020-07-25 13:50:42,404 - mmaction - INFO - Epoch [48][3740/3757] lr: 9.191e-02, eta: 7 days, 14:04:47, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5648, loss_cls: 3.1864, loss: 3.1864, grad_norm: 2.2529 2020-07-25 13:50:58,836 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-07-25 13:53:41,902 - mmaction - INFO - Epoch [49][20/3757] lr: 9.157e-02, eta: 7 days, 14:26:46, time: 8.043, data_time: 7.161, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5625, loss_cls: 3.1273, loss: 3.1273, grad_norm: 2.2532 2020-07-25 13:53:57,755 - mmaction - INFO - Epoch [49][40/3757] lr: 9.157e-02, eta: 7 days, 14:26:20, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5742, loss_cls: 3.1601, loss: 3.1601, grad_norm: 2.2016 2020-07-25 13:54:13,613 - mmaction - INFO - Epoch [49][60/3757] lr: 9.157e-02, eta: 7 days, 14:25:53, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5594, loss_cls: 3.1732, loss: 3.1732, grad_norm: 2.2403 2020-07-25 13:54:29,363 - mmaction - INFO - Epoch [49][80/3757] lr: 9.157e-02, eta: 7 days, 14:25:25, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5961, loss_cls: 3.0731, loss: 3.0731, grad_norm: 2.2084 2020-07-25 13:54:45,248 - mmaction - INFO - Epoch [49][100/3757] lr: 9.157e-02, eta: 7 days, 14:24:59, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5695, loss_cls: 3.1411, loss: 3.1411, grad_norm: 2.2519 2020-07-25 13:55:01,020 - mmaction - INFO - Epoch [49][120/3757] lr: 9.157e-02, eta: 7 days, 14:24:31, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5508, loss_cls: 3.1872, loss: 3.1872, grad_norm: 2.2235 2020-07-25 13:55:16,799 - mmaction - INFO - Epoch [49][140/3757] lr: 9.157e-02, eta: 7 days, 14:24:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5836, loss_cls: 3.0335, loss: 3.0335, grad_norm: 2.1409 2020-07-25 13:55:32,584 - mmaction - INFO - Epoch [49][160/3757] lr: 9.157e-02, eta: 7 days, 14:23:36, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5797, loss_cls: 3.0398, loss: 3.0398, grad_norm: 2.2491 2020-07-25 13:55:48,379 - mmaction - INFO - Epoch [49][180/3757] lr: 9.157e-02, eta: 7 days, 14:23:09, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.0817, loss: 3.0817, grad_norm: 2.2874 2020-07-25 13:56:04,206 - mmaction - INFO - Epoch [49][200/3757] lr: 9.157e-02, eta: 7 days, 14:22:42, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5633, loss_cls: 3.1716, loss: 3.1716, grad_norm: 2.2436 2020-07-25 13:56:20,011 - mmaction - INFO - Epoch [49][220/3757] lr: 9.157e-02, eta: 7 days, 14:22:14, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5906, loss_cls: 3.1002, loss: 3.1002, grad_norm: 2.1705 2020-07-25 13:56:35,866 - mmaction - INFO - Epoch [49][240/3757] lr: 9.157e-02, eta: 7 days, 14:21:48, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5914, loss_cls: 3.0052, loss: 3.0052, grad_norm: 2.1850 2020-07-25 13:56:51,661 - mmaction - INFO - Epoch [49][260/3757] lr: 9.157e-02, eta: 7 days, 14:21:21, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5789, loss_cls: 3.0812, loss: 3.0812, grad_norm: 2.2586 2020-07-25 13:57:07,522 - mmaction - INFO - Epoch [49][280/3757] lr: 9.157e-02, eta: 7 days, 14:20:54, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5687, loss_cls: 3.1635, loss: 3.1635, grad_norm: 2.1957 2020-07-25 13:57:23,306 - mmaction - INFO - Epoch [49][300/3757] lr: 9.157e-02, eta: 7 days, 14:20:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5836, loss_cls: 3.1011, loss: 3.1011, grad_norm: 2.2191 2020-07-25 13:57:39,169 - mmaction - INFO - Epoch [49][320/3757] lr: 9.157e-02, eta: 7 days, 14:20:00, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5734, loss_cls: 3.1552, loss: 3.1552, grad_norm: 2.2758 2020-07-25 13:57:54,985 - mmaction - INFO - Epoch [49][340/3757] lr: 9.157e-02, eta: 7 days, 14:19:33, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5781, loss_cls: 3.0656, loss: 3.0656, grad_norm: 2.2008 2020-07-25 13:58:10,855 - mmaction - INFO - Epoch [49][360/3757] lr: 9.157e-02, eta: 7 days, 14:19:06, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5875, loss_cls: 3.0620, loss: 3.0620, grad_norm: 2.2221 2020-07-25 13:58:26,616 - mmaction - INFO - Epoch [49][380/3757] lr: 9.157e-02, eta: 7 days, 14:18:39, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.0336, loss: 3.0336, grad_norm: 2.2887 2020-07-25 13:58:42,483 - mmaction - INFO - Epoch [49][400/3757] lr: 9.157e-02, eta: 7 days, 14:18:12, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5781, loss_cls: 3.0858, loss: 3.0858, grad_norm: 2.2368 2020-07-25 13:58:58,295 - mmaction - INFO - Epoch [49][420/3757] lr: 9.157e-02, eta: 7 days, 14:17:45, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5578, loss_cls: 3.1339, loss: 3.1339, grad_norm: 2.2589 2020-07-25 13:59:14,152 - mmaction - INFO - Epoch [49][440/3757] lr: 9.157e-02, eta: 7 days, 14:17:19, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5680, loss_cls: 3.1718, loss: 3.1718, grad_norm: 2.3091 2020-07-25 13:59:29,949 - mmaction - INFO - Epoch [49][460/3757] lr: 9.157e-02, eta: 7 days, 14:16:51, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5734, loss_cls: 3.1713, loss: 3.1713, grad_norm: 2.2538 2020-07-25 13:59:45,892 - mmaction - INFO - Epoch [49][480/3757] lr: 9.157e-02, eta: 7 days, 14:16:26, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5742, loss_cls: 3.0820, loss: 3.0820, grad_norm: 2.2195 2020-07-25 14:00:01,706 - mmaction - INFO - Epoch [49][500/3757] lr: 9.157e-02, eta: 7 days, 14:15:58, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5828, loss_cls: 3.0883, loss: 3.0883, grad_norm: 2.2485 2020-07-25 14:00:22,718 - mmaction - INFO - Epoch [49][520/3757] lr: 9.157e-02, eta: 7 days, 14:16:25, time: 1.049, data_time: 0.006, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5773, loss_cls: 3.1355, loss: 3.1355, grad_norm: 2.2203 2020-07-25 14:00:38,561 - mmaction - INFO - Epoch [49][540/3757] lr: 9.157e-02, eta: 7 days, 14:15:58, time: 0.794, data_time: 0.006, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5742, loss_cls: 3.1198, loss: 3.1198, grad_norm: 2.2036 2020-07-25 14:00:54,379 - mmaction - INFO - Epoch [49][560/3757] lr: 9.157e-02, eta: 7 days, 14:15:31, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5750, loss_cls: 3.1189, loss: 3.1189, grad_norm: 2.1849 2020-07-25 14:01:10,298 - mmaction - INFO - Epoch [49][580/3757] lr: 9.157e-02, eta: 7 days, 14:15:06, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5609, loss_cls: 3.2047, loss: 3.2047, grad_norm: 2.2562 2020-07-25 14:01:26,013 - mmaction - INFO - Epoch [49][600/3757] lr: 9.157e-02, eta: 7 days, 14:14:38, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5664, loss_cls: 3.1812, loss: 3.1812, grad_norm: 2.2716 2020-07-25 14:01:41,763 - mmaction - INFO - Epoch [49][620/3757] lr: 9.157e-02, eta: 7 days, 14:14:10, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5820, loss_cls: 3.0792, loss: 3.0792, grad_norm: 2.2479 2020-07-25 14:01:57,540 - mmaction - INFO - Epoch [49][640/3757] lr: 9.157e-02, eta: 7 days, 14:13:43, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5492, loss_cls: 3.2441, loss: 3.2441, grad_norm: 2.3324 2020-07-25 14:02:13,368 - mmaction - INFO - Epoch [49][660/3757] lr: 9.157e-02, eta: 7 days, 14:13:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5789, loss_cls: 3.1067, loss: 3.1067, grad_norm: 2.1930 2020-07-25 14:02:29,157 - mmaction - INFO - Epoch [49][680/3757] lr: 9.157e-02, eta: 7 days, 14:12:48, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5664, loss_cls: 3.1231, loss: 3.1231, grad_norm: 2.2110 2020-07-25 14:02:44,954 - mmaction - INFO - Epoch [49][700/3757] lr: 9.157e-02, eta: 7 days, 14:12:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5797, loss_cls: 3.1529, loss: 3.1529, grad_norm: 2.2572 2020-07-25 14:03:00,777 - mmaction - INFO - Epoch [49][720/3757] lr: 9.157e-02, eta: 7 days, 14:11:54, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5648, loss_cls: 3.1630, loss: 3.1630, grad_norm: 2.2371 2020-07-25 14:03:16,576 - mmaction - INFO - Epoch [49][740/3757] lr: 9.157e-02, eta: 7 days, 14:11:27, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5742, loss_cls: 3.1308, loss: 3.1308, grad_norm: 2.2819 2020-07-25 14:03:32,458 - mmaction - INFO - Epoch [49][760/3757] lr: 9.157e-02, eta: 7 days, 14:11:01, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5789, loss_cls: 3.1035, loss: 3.1035, grad_norm: 2.2594 2020-07-25 14:03:48,381 - mmaction - INFO - Epoch [49][780/3757] lr: 9.157e-02, eta: 7 days, 14:10:35, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5742, loss_cls: 3.1169, loss: 3.1169, grad_norm: 2.2803 2020-07-25 14:04:04,153 - mmaction - INFO - Epoch [49][800/3757] lr: 9.157e-02, eta: 7 days, 14:10:08, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5461, loss_cls: 3.2212, loss: 3.2212, grad_norm: 2.2645 2020-07-25 14:04:20,004 - mmaction - INFO - Epoch [49][820/3757] lr: 9.157e-02, eta: 7 days, 14:09:41, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.1609, loss: 3.1609, grad_norm: 2.1757 2020-07-25 14:04:35,814 - mmaction - INFO - Epoch [49][840/3757] lr: 9.157e-02, eta: 7 days, 14:09:14, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5977, loss_cls: 3.0792, loss: 3.0792, grad_norm: 2.2527 2020-07-25 14:04:51,675 - mmaction - INFO - Epoch [49][860/3757] lr: 9.157e-02, eta: 7 days, 14:08:48, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5711, loss_cls: 3.1225, loss: 3.1225, grad_norm: 2.2811 2020-07-25 14:05:07,665 - mmaction - INFO - Epoch [49][880/3757] lr: 9.157e-02, eta: 7 days, 14:08:23, time: 0.800, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.0739, loss: 3.0739, grad_norm: 2.1914 2020-07-25 14:05:23,395 - mmaction - INFO - Epoch [49][900/3757] lr: 9.157e-02, eta: 7 days, 14:07:55, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 3.0014, loss: 3.0014, grad_norm: 2.2158 2020-07-25 14:05:39,184 - mmaction - INFO - Epoch [49][920/3757] lr: 9.157e-02, eta: 7 days, 14:07:27, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6047, loss_cls: 3.0008, loss: 3.0008, grad_norm: 2.2673 2020-07-25 14:05:54,987 - mmaction - INFO - Epoch [49][940/3757] lr: 9.157e-02, eta: 7 days, 14:07:01, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5758, loss_cls: 3.1048, loss: 3.1048, grad_norm: 2.2720 2020-07-25 14:06:10,756 - mmaction - INFO - Epoch [49][960/3757] lr: 9.157e-02, eta: 7 days, 14:06:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5836, loss_cls: 3.1293, loss: 3.1293, grad_norm: 2.3032 2020-07-25 14:06:26,594 - mmaction - INFO - Epoch [49][980/3757] lr: 9.157e-02, eta: 7 days, 14:06:07, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5719, loss_cls: 3.1737, loss: 3.1737, grad_norm: 2.2623 2020-07-25 14:06:42,371 - mmaction - INFO - Epoch [49][1000/3757] lr: 9.157e-02, eta: 7 days, 14:05:39, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5750, loss_cls: 3.1754, loss: 3.1754, grad_norm: 2.2422 2020-07-25 14:06:58,317 - mmaction - INFO - Epoch [49][1020/3757] lr: 9.157e-02, eta: 7 days, 14:05:14, time: 0.797, data_time: 0.010, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5961, loss_cls: 2.9790, loss: 2.9790, grad_norm: 2.2002 2020-07-25 14:07:14,029 - mmaction - INFO - Epoch [49][1040/3757] lr: 9.157e-02, eta: 7 days, 14:04:46, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5992, loss_cls: 3.0384, loss: 3.0384, grad_norm: 2.3326 2020-07-25 14:07:29,868 - mmaction - INFO - Epoch [49][1060/3757] lr: 9.157e-02, eta: 7 days, 14:04:19, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.1331, loss: 3.1331, grad_norm: 2.2662 2020-07-25 14:07:45,631 - mmaction - INFO - Epoch [49][1080/3757] lr: 9.157e-02, eta: 7 days, 14:03:52, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5734, loss_cls: 3.1125, loss: 3.1125, grad_norm: 2.2090 2020-07-25 14:08:01,427 - mmaction - INFO - Epoch [49][1100/3757] lr: 9.157e-02, eta: 7 days, 14:03:24, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5437, loss_cls: 3.2413, loss: 3.2413, grad_norm: 2.2306 2020-07-25 14:08:17,261 - mmaction - INFO - Epoch [49][1120/3757] lr: 9.157e-02, eta: 7 days, 14:02:58, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5633, loss_cls: 3.1634, loss: 3.1634, grad_norm: 2.2214 2020-07-25 14:08:33,058 - mmaction - INFO - Epoch [49][1140/3757] lr: 9.157e-02, eta: 7 days, 14:02:31, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5836, loss_cls: 3.0182, loss: 3.0182, grad_norm: 2.1683 2020-07-25 14:08:48,852 - mmaction - INFO - Epoch [49][1160/3757] lr: 9.157e-02, eta: 7 days, 14:02:04, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5875, loss_cls: 3.0517, loss: 3.0517, grad_norm: 2.2323 2020-07-25 14:09:04,638 - mmaction - INFO - Epoch [49][1180/3757] lr: 9.157e-02, eta: 7 days, 14:01:37, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5687, loss_cls: 3.1391, loss: 3.1391, grad_norm: 2.2425 2020-07-25 14:09:20,429 - mmaction - INFO - Epoch [49][1200/3757] lr: 9.157e-02, eta: 7 days, 14:01:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5844, loss_cls: 3.0561, loss: 3.0561, grad_norm: 2.2599 2020-07-25 14:09:36,268 - mmaction - INFO - Epoch [49][1220/3757] lr: 9.157e-02, eta: 7 days, 14:00:43, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5813, loss_cls: 3.0736, loss: 3.0736, grad_norm: 2.2590 2020-07-25 14:09:52,020 - mmaction - INFO - Epoch [49][1240/3757] lr: 9.157e-02, eta: 7 days, 14:00:16, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5820, loss_cls: 3.1300, loss: 3.1300, grad_norm: 2.2548 2020-07-25 14:10:07,803 - mmaction - INFO - Epoch [49][1260/3757] lr: 9.157e-02, eta: 7 days, 13:59:49, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5820, loss_cls: 3.0972, loss: 3.0972, grad_norm: 2.2762 2020-07-25 14:10:23,653 - mmaction - INFO - Epoch [49][1280/3757] lr: 9.157e-02, eta: 7 days, 13:59:22, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5664, loss_cls: 3.1942, loss: 3.1942, grad_norm: 2.2480 2020-07-25 14:10:39,452 - mmaction - INFO - Epoch [49][1300/3757] lr: 9.157e-02, eta: 7 days, 13:58:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5992, loss_cls: 3.0265, loss: 3.0265, grad_norm: 2.1788 2020-07-25 14:10:55,233 - mmaction - INFO - Epoch [49][1320/3757] lr: 9.157e-02, eta: 7 days, 13:58:28, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5602, loss_cls: 3.2275, loss: 3.2275, grad_norm: 2.2713 2020-07-25 14:11:10,989 - mmaction - INFO - Epoch [49][1340/3757] lr: 9.157e-02, eta: 7 days, 13:58:01, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5680, loss_cls: 3.1408, loss: 3.1408, grad_norm: 2.2808 2020-07-25 14:11:26,751 - mmaction - INFO - Epoch [49][1360/3757] lr: 9.157e-02, eta: 7 days, 13:57:33, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5523, loss_cls: 3.2362, loss: 3.2362, grad_norm: 2.2646 2020-07-25 14:11:42,567 - mmaction - INFO - Epoch [49][1380/3757] lr: 9.157e-02, eta: 7 days, 13:57:07, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.6016, loss_cls: 3.0375, loss: 3.0375, grad_norm: 2.2537 2020-07-25 14:11:58,373 - mmaction - INFO - Epoch [49][1400/3757] lr: 9.157e-02, eta: 7 days, 13:56:40, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5891, loss_cls: 3.0830, loss: 3.0830, grad_norm: 2.2459 2020-07-25 14:12:14,178 - mmaction - INFO - Epoch [49][1420/3757] lr: 9.157e-02, eta: 7 days, 13:56:13, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5742, loss_cls: 3.1103, loss: 3.1103, grad_norm: 2.2280 2020-07-25 14:12:29,924 - mmaction - INFO - Epoch [49][1440/3757] lr: 9.157e-02, eta: 7 days, 13:55:45, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5672, loss_cls: 3.1669, loss: 3.1669, grad_norm: 2.2281 2020-07-25 14:12:45,735 - mmaction - INFO - Epoch [49][1460/3757] lr: 9.157e-02, eta: 7 days, 13:55:19, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5547, loss_cls: 3.2096, loss: 3.2096, grad_norm: 2.2086 2020-07-25 14:13:01,508 - mmaction - INFO - Epoch [49][1480/3757] lr: 9.157e-02, eta: 7 days, 13:54:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5758, loss_cls: 3.0538, loss: 3.0538, grad_norm: 2.2343 2020-07-25 14:13:17,284 - mmaction - INFO - Epoch [49][1500/3757] lr: 9.157e-02, eta: 7 days, 13:54:24, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5813, loss_cls: 3.1288, loss: 3.1288, grad_norm: 2.2808 2020-07-25 14:13:33,099 - mmaction - INFO - Epoch [49][1520/3757] lr: 9.157e-02, eta: 7 days, 13:53:58, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5805, loss_cls: 3.1300, loss: 3.1300, grad_norm: 2.2822 2020-07-25 14:13:48,911 - mmaction - INFO - Epoch [49][1540/3757] lr: 9.157e-02, eta: 7 days, 13:53:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5609, loss_cls: 3.1906, loss: 3.1906, grad_norm: 2.3301 2020-07-25 14:14:04,705 - mmaction - INFO - Epoch [49][1560/3757] lr: 9.157e-02, eta: 7 days, 13:53:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5586, loss_cls: 3.1964, loss: 3.1964, grad_norm: 2.2669 2020-07-25 14:14:20,535 - mmaction - INFO - Epoch [49][1580/3757] lr: 9.157e-02, eta: 7 days, 13:52:37, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5648, loss_cls: 3.1597, loss: 3.1597, grad_norm: 2.2434 2020-07-25 14:14:36,320 - mmaction - INFO - Epoch [49][1600/3757] lr: 9.157e-02, eta: 7 days, 13:52:10, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5594, loss_cls: 3.2334, loss: 3.2334, grad_norm: 2.2063 2020-07-25 14:14:52,119 - mmaction - INFO - Epoch [49][1620/3757] lr: 9.157e-02, eta: 7 days, 13:51:43, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5836, loss_cls: 3.0486, loss: 3.0486, grad_norm: 2.2265 2020-07-25 14:15:07,839 - mmaction - INFO - Epoch [49][1640/3757] lr: 9.157e-02, eta: 7 days, 13:51:16, time: 0.787, data_time: 0.005, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5766, loss_cls: 3.0776, loss: 3.0776, grad_norm: 2.2054 2020-07-25 14:15:23,647 - mmaction - INFO - Epoch [49][1660/3757] lr: 9.157e-02, eta: 7 days, 13:50:49, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5695, loss_cls: 3.1177, loss: 3.1177, grad_norm: 2.2620 2020-07-25 14:15:39,465 - mmaction - INFO - Epoch [49][1680/3757] lr: 9.157e-02, eta: 7 days, 13:50:22, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5586, loss_cls: 3.1672, loss: 3.1672, grad_norm: 2.2096 2020-07-25 14:15:55,217 - mmaction - INFO - Epoch [49][1700/3757] lr: 9.157e-02, eta: 7 days, 13:49:55, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5766, loss_cls: 3.1405, loss: 3.1405, grad_norm: 2.2359 2020-07-25 14:16:10,961 - mmaction - INFO - Epoch [49][1720/3757] lr: 9.157e-02, eta: 7 days, 13:49:28, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5828, loss_cls: 3.0344, loss: 3.0344, grad_norm: 2.2010 2020-07-25 14:16:26,741 - mmaction - INFO - Epoch [49][1740/3757] lr: 9.157e-02, eta: 7 days, 13:49:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5641, loss_cls: 3.1384, loss: 3.1384, grad_norm: 2.2291 2020-07-25 14:16:42,569 - mmaction - INFO - Epoch [49][1760/3757] lr: 9.157e-02, eta: 7 days, 13:48:34, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2789, top5_acc: 0.5656, loss_cls: 3.1979, loss: 3.1979, grad_norm: 2.2747 2020-07-25 14:16:58,416 - mmaction - INFO - Epoch [49][1780/3757] lr: 9.157e-02, eta: 7 days, 13:48:08, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5875, loss_cls: 3.0821, loss: 3.0821, grad_norm: 2.2248 2020-07-25 14:17:14,104 - mmaction - INFO - Epoch [49][1800/3757] lr: 9.157e-02, eta: 7 days, 13:47:40, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6094, loss_cls: 2.9854, loss: 2.9854, grad_norm: 2.2398 2020-07-25 14:17:29,858 - mmaction - INFO - Epoch [49][1820/3757] lr: 9.157e-02, eta: 7 days, 13:47:12, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5625, loss_cls: 3.1336, loss: 3.1336, grad_norm: 2.2795 2020-07-25 14:17:45,634 - mmaction - INFO - Epoch [49][1840/3757] lr: 9.157e-02, eta: 7 days, 13:46:45, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5805, loss_cls: 3.0836, loss: 3.0836, grad_norm: 2.1576 2020-07-25 14:18:01,383 - mmaction - INFO - Epoch [49][1860/3757] lr: 9.157e-02, eta: 7 days, 13:46:18, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5609, loss_cls: 3.1625, loss: 3.1625, grad_norm: 2.2108 2020-07-25 14:18:17,280 - mmaction - INFO - Epoch [49][1880/3757] lr: 9.157e-02, eta: 7 days, 13:45:52, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5734, loss_cls: 3.1059, loss: 3.1059, grad_norm: 2.2309 2020-07-25 14:18:33,028 - mmaction - INFO - Epoch [49][1900/3757] lr: 9.157e-02, eta: 7 days, 13:45:25, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5687, loss_cls: 3.1399, loss: 3.1399, grad_norm: 2.2139 2020-07-25 14:18:49,183 - mmaction - INFO - Epoch [49][1920/3757] lr: 9.157e-02, eta: 7 days, 13:45:02, time: 0.808, data_time: 0.016, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5695, loss_cls: 3.1252, loss: 3.1252, grad_norm: 2.2377 2020-07-25 14:19:05,005 - mmaction - INFO - Epoch [49][1940/3757] lr: 9.157e-02, eta: 7 days, 13:44:35, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5727, loss_cls: 3.1481, loss: 3.1481, grad_norm: 2.2075 2020-07-25 14:19:20,825 - mmaction - INFO - Epoch [49][1960/3757] lr: 9.157e-02, eta: 7 days, 13:44:09, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5891, loss_cls: 2.9894, loss: 2.9894, grad_norm: 2.1904 2020-07-25 14:19:36,579 - mmaction - INFO - Epoch [49][1980/3757] lr: 9.157e-02, eta: 7 days, 13:43:41, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5859, loss_cls: 3.0577, loss: 3.0577, grad_norm: 2.2169 2020-07-25 14:19:52,424 - mmaction - INFO - Epoch [49][2000/3757] lr: 9.157e-02, eta: 7 days, 13:43:15, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5609, loss_cls: 3.2460, loss: 3.2460, grad_norm: 2.3052 2020-07-25 14:20:08,202 - mmaction - INFO - Epoch [49][2020/3757] lr: 9.157e-02, eta: 7 days, 13:42:48, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5602, loss_cls: 3.1790, loss: 3.1790, grad_norm: 2.2386 2020-07-25 14:20:23,939 - mmaction - INFO - Epoch [49][2040/3757] lr: 9.157e-02, eta: 7 days, 13:42:21, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5938, loss_cls: 3.0392, loss: 3.0392, grad_norm: 2.2468 2020-07-25 14:20:39,818 - mmaction - INFO - Epoch [49][2060/3757] lr: 9.157e-02, eta: 7 days, 13:41:55, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5273, loss_cls: 3.2250, loss: 3.2250, grad_norm: 2.2583 2020-07-25 14:20:55,619 - mmaction - INFO - Epoch [49][2080/3757] lr: 9.157e-02, eta: 7 days, 13:41:28, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5727, loss_cls: 3.2021, loss: 3.2021, grad_norm: 2.2576 2020-07-25 14:21:11,365 - mmaction - INFO - Epoch [49][2100/3757] lr: 9.157e-02, eta: 7 days, 13:41:01, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5727, loss_cls: 3.1020, loss: 3.1020, grad_norm: 2.2028 2020-07-25 14:21:27,149 - mmaction - INFO - Epoch [49][2120/3757] lr: 9.157e-02, eta: 7 days, 13:40:34, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5563, loss_cls: 3.2438, loss: 3.2438, grad_norm: 2.2253 2020-07-25 14:21:42,952 - mmaction - INFO - Epoch [49][2140/3757] lr: 9.157e-02, eta: 7 days, 13:40:07, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5742, loss_cls: 3.1597, loss: 3.1597, grad_norm: 2.2324 2020-07-25 14:21:58,725 - mmaction - INFO - Epoch [49][2160/3757] lr: 9.157e-02, eta: 7 days, 13:39:40, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6008, loss_cls: 3.0385, loss: 3.0385, grad_norm: 2.2162 2020-07-25 14:22:14,509 - mmaction - INFO - Epoch [49][2180/3757] lr: 9.157e-02, eta: 7 days, 13:39:13, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5914, loss_cls: 3.0920, loss: 3.0920, grad_norm: 2.2073 2020-07-25 14:22:30,255 - mmaction - INFO - Epoch [49][2200/3757] lr: 9.157e-02, eta: 7 days, 13:38:46, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5945, loss_cls: 3.0576, loss: 3.0576, grad_norm: 2.1978 2020-07-25 14:22:46,128 - mmaction - INFO - Epoch [49][2220/3757] lr: 9.157e-02, eta: 7 days, 13:38:20, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5609, loss_cls: 3.1336, loss: 3.1336, grad_norm: 2.1972 2020-07-25 14:23:01,919 - mmaction - INFO - Epoch [49][2240/3757] lr: 9.157e-02, eta: 7 days, 13:37:53, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5852, loss_cls: 3.0823, loss: 3.0823, grad_norm: 2.2087 2020-07-25 14:23:17,784 - mmaction - INFO - Epoch [49][2260/3757] lr: 9.157e-02, eta: 7 days, 13:37:27, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5789, loss_cls: 3.0956, loss: 3.0956, grad_norm: 2.2182 2020-07-25 14:23:33,562 - mmaction - INFO - Epoch [49][2280/3757] lr: 9.157e-02, eta: 7 days, 13:37:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.0881, loss: 3.0881, grad_norm: 2.2359 2020-07-25 14:23:49,337 - mmaction - INFO - Epoch [49][2300/3757] lr: 9.157e-02, eta: 7 days, 13:36:34, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5695, loss_cls: 3.1573, loss: 3.1573, grad_norm: 2.2159 2020-07-25 14:24:05,180 - mmaction - INFO - Epoch [49][2320/3757] lr: 9.157e-02, eta: 7 days, 13:36:07, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5594, loss_cls: 3.2236, loss: 3.2236, grad_norm: 2.2300 2020-07-25 14:24:20,982 - mmaction - INFO - Epoch [49][2340/3757] lr: 9.157e-02, eta: 7 days, 13:35:41, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5984, loss_cls: 3.0592, loss: 3.0592, grad_norm: 2.2623 2020-07-25 14:24:36,741 - mmaction - INFO - Epoch [49][2360/3757] lr: 9.157e-02, eta: 7 days, 13:35:14, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5680, loss_cls: 3.1982, loss: 3.1982, grad_norm: 2.3083 2020-07-25 14:24:52,473 - mmaction - INFO - Epoch [49][2380/3757] lr: 9.157e-02, eta: 7 days, 13:34:46, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5883, loss_cls: 3.0707, loss: 3.0707, grad_norm: 2.2177 2020-07-25 14:25:08,334 - mmaction - INFO - Epoch [49][2400/3757] lr: 9.157e-02, eta: 7 days, 13:34:20, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.1740, loss: 3.1740, grad_norm: 2.2355 2020-07-25 14:25:24,125 - mmaction - INFO - Epoch [49][2420/3757] lr: 9.157e-02, eta: 7 days, 13:33:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5578, loss_cls: 3.2719, loss: 3.2719, grad_norm: 2.2727 2020-07-25 14:25:39,900 - mmaction - INFO - Epoch [49][2440/3757] lr: 9.157e-02, eta: 7 days, 13:33:27, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5914, loss_cls: 3.0181, loss: 3.0181, grad_norm: 2.1843 2020-07-25 14:25:55,730 - mmaction - INFO - Epoch [49][2460/3757] lr: 9.157e-02, eta: 7 days, 13:33:00, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1638, loss: 3.1638, grad_norm: 2.2516 2020-07-25 14:26:11,533 - mmaction - INFO - Epoch [49][2480/3757] lr: 9.157e-02, eta: 7 days, 13:32:34, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5570, loss_cls: 3.1706, loss: 3.1706, grad_norm: 2.1875 2020-07-25 14:26:27,329 - mmaction - INFO - Epoch [49][2500/3757] lr: 9.157e-02, eta: 7 days, 13:32:07, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2852, top5_acc: 0.5664, loss_cls: 3.2001, loss: 3.2001, grad_norm: 2.2260 2020-07-25 14:26:43,167 - mmaction - INFO - Epoch [49][2520/3757] lr: 9.157e-02, eta: 7 days, 13:31:41, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5555, loss_cls: 3.1839, loss: 3.1839, grad_norm: 2.2286 2020-07-25 14:26:59,041 - mmaction - INFO - Epoch [49][2540/3757] lr: 9.157e-02, eta: 7 days, 13:31:15, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5828, loss_cls: 3.0918, loss: 3.0918, grad_norm: 2.2209 2020-07-25 14:27:14,855 - mmaction - INFO - Epoch [49][2560/3757] lr: 9.157e-02, eta: 7 days, 13:30:48, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5648, loss_cls: 3.1238, loss: 3.1238, grad_norm: 2.2659 2020-07-25 14:27:30,652 - mmaction - INFO - Epoch [49][2580/3757] lr: 9.157e-02, eta: 7 days, 13:30:22, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5664, loss_cls: 3.1183, loss: 3.1183, grad_norm: 2.2707 2020-07-25 14:27:46,442 - mmaction - INFO - Epoch [49][2600/3757] lr: 9.157e-02, eta: 7 days, 13:29:55, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.1212, loss: 3.1212, grad_norm: 2.2534 2020-07-25 14:28:02,287 - mmaction - INFO - Epoch [49][2620/3757] lr: 9.157e-02, eta: 7 days, 13:29:29, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5711, loss_cls: 3.1656, loss: 3.1656, grad_norm: 2.2207 2020-07-25 14:28:18,186 - mmaction - INFO - Epoch [49][2640/3757] lr: 9.157e-02, eta: 7 days, 13:29:04, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.1743, loss: 3.1743, grad_norm: 2.2432 2020-07-25 14:28:33,942 - mmaction - INFO - Epoch [49][2660/3757] lr: 9.157e-02, eta: 7 days, 13:28:37, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5859, loss_cls: 3.1134, loss: 3.1134, grad_norm: 2.1688 2020-07-25 14:28:49,676 - mmaction - INFO - Epoch [49][2680/3757] lr: 9.157e-02, eta: 7 days, 13:28:09, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5727, loss_cls: 3.1102, loss: 3.1102, grad_norm: 2.2551 2020-07-25 14:29:05,445 - mmaction - INFO - Epoch [49][2700/3757] lr: 9.157e-02, eta: 7 days, 13:27:42, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5836, loss_cls: 3.0533, loss: 3.0533, grad_norm: 2.2228 2020-07-25 14:29:21,184 - mmaction - INFO - Epoch [49][2720/3757] lr: 9.157e-02, eta: 7 days, 13:27:15, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5836, loss_cls: 3.0802, loss: 3.0802, grad_norm: 2.2949 2020-07-25 14:29:37,063 - mmaction - INFO - Epoch [49][2740/3757] lr: 9.157e-02, eta: 7 days, 13:26:50, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5813, loss_cls: 3.0513, loss: 3.0513, grad_norm: 2.2674 2020-07-25 14:29:52,859 - mmaction - INFO - Epoch [49][2760/3757] lr: 9.157e-02, eta: 7 days, 13:26:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5500, loss_cls: 3.2607, loss: 3.2607, grad_norm: 2.2867 2020-07-25 14:30:08,674 - mmaction - INFO - Epoch [49][2780/3757] lr: 9.157e-02, eta: 7 days, 13:25:57, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5609, loss_cls: 3.1585, loss: 3.1585, grad_norm: 2.2040 2020-07-25 14:30:24,423 - mmaction - INFO - Epoch [49][2800/3757] lr: 9.157e-02, eta: 7 days, 13:25:30, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5797, loss_cls: 3.0821, loss: 3.0821, grad_norm: 2.2029 2020-07-25 14:30:40,163 - mmaction - INFO - Epoch [49][2820/3757] lr: 9.157e-02, eta: 7 days, 13:25:02, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5742, loss_cls: 3.0715, loss: 3.0715, grad_norm: 2.2043 2020-07-25 14:30:56,053 - mmaction - INFO - Epoch [49][2840/3757] lr: 9.157e-02, eta: 7 days, 13:24:37, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5633, loss_cls: 3.1508, loss: 3.1508, grad_norm: 2.2999 2020-07-25 14:31:11,797 - mmaction - INFO - Epoch [49][2860/3757] lr: 9.157e-02, eta: 7 days, 13:24:10, time: 0.788, data_time: 0.006, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5500, loss_cls: 3.1912, loss: 3.1912, grad_norm: 2.2383 2020-07-25 14:31:27,557 - mmaction - INFO - Epoch [49][2880/3757] lr: 9.157e-02, eta: 7 days, 13:23:43, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5437, loss_cls: 3.2185, loss: 3.2185, grad_norm: 2.2650 2020-07-25 14:31:43,337 - mmaction - INFO - Epoch [49][2900/3757] lr: 9.157e-02, eta: 7 days, 13:23:16, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5641, loss_cls: 3.1573, loss: 3.1573, grad_norm: 2.3007 2020-07-25 14:31:59,112 - mmaction - INFO - Epoch [49][2920/3757] lr: 9.157e-02, eta: 7 days, 13:22:49, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5820, loss_cls: 3.1217, loss: 3.1217, grad_norm: 2.1971 2020-07-25 14:32:14,956 - mmaction - INFO - Epoch [49][2940/3757] lr: 9.157e-02, eta: 7 days, 13:22:23, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5687, loss_cls: 3.1414, loss: 3.1414, grad_norm: 2.1996 2020-07-25 14:32:30,783 - mmaction - INFO - Epoch [49][2960/3757] lr: 9.157e-02, eta: 7 days, 13:21:57, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5719, loss_cls: 3.1778, loss: 3.1778, grad_norm: 2.2210 2020-07-25 14:32:46,591 - mmaction - INFO - Epoch [49][2980/3757] lr: 9.157e-02, eta: 7 days, 13:21:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5523, loss_cls: 3.1973, loss: 3.1973, grad_norm: 2.2400 2020-07-25 14:33:02,387 - mmaction - INFO - Epoch [49][3000/3757] lr: 9.157e-02, eta: 7 days, 13:21:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5680, loss_cls: 3.1644, loss: 3.1644, grad_norm: 2.2598 2020-07-25 14:33:18,232 - mmaction - INFO - Epoch [49][3020/3757] lr: 9.157e-02, eta: 7 days, 13:20:38, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5672, loss_cls: 3.1600, loss: 3.1600, grad_norm: 2.2515 2020-07-25 14:33:34,076 - mmaction - INFO - Epoch [49][3040/3757] lr: 9.157e-02, eta: 7 days, 13:20:12, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5914, loss_cls: 3.0850, loss: 3.0850, grad_norm: 2.2866 2020-07-25 14:33:49,864 - mmaction - INFO - Epoch [49][3060/3757] lr: 9.157e-02, eta: 7 days, 13:19:46, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5813, loss_cls: 3.0975, loss: 3.0975, grad_norm: 2.2280 2020-07-25 14:34:05,769 - mmaction - INFO - Epoch [49][3080/3757] lr: 9.157e-02, eta: 7 days, 13:19:20, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5656, loss_cls: 3.1681, loss: 3.1681, grad_norm: 2.2914 2020-07-25 14:34:21,695 - mmaction - INFO - Epoch [49][3100/3757] lr: 9.157e-02, eta: 7 days, 13:18:55, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5867, loss_cls: 3.0673, loss: 3.0673, grad_norm: 2.2687 2020-07-25 14:34:37,569 - mmaction - INFO - Epoch [49][3120/3757] lr: 9.157e-02, eta: 7 days, 13:18:29, time: 0.796, data_time: 0.006, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5617, loss_cls: 3.2301, loss: 3.2301, grad_norm: 2.2869 2020-07-25 14:34:53,364 - mmaction - INFO - Epoch [49][3140/3757] lr: 9.157e-02, eta: 7 days, 13:18:03, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5437, loss_cls: 3.2311, loss: 3.2311, grad_norm: 2.2148 2020-07-25 14:35:09,174 - mmaction - INFO - Epoch [49][3160/3757] lr: 9.157e-02, eta: 7 days, 13:17:36, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5680, loss_cls: 3.1036, loss: 3.1036, grad_norm: 2.3110 2020-07-25 14:35:24,891 - mmaction - INFO - Epoch [49][3180/3757] lr: 9.157e-02, eta: 7 days, 13:17:09, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5680, loss_cls: 3.1555, loss: 3.1555, grad_norm: 2.3475 2020-07-25 14:35:40,613 - mmaction - INFO - Epoch [49][3200/3757] lr: 9.157e-02, eta: 7 days, 13:16:42, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5695, loss_cls: 3.1930, loss: 3.1930, grad_norm: 2.2702 2020-07-25 14:35:56,365 - mmaction - INFO - Epoch [49][3220/3757] lr: 9.157e-02, eta: 7 days, 13:16:15, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5609, loss_cls: 3.1877, loss: 3.1877, grad_norm: 2.2367 2020-07-25 14:36:12,232 - mmaction - INFO - Epoch [49][3240/3757] lr: 9.157e-02, eta: 7 days, 13:15:49, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5813, loss_cls: 3.1045, loss: 3.1045, grad_norm: 2.1945 2020-07-25 14:36:27,999 - mmaction - INFO - Epoch [49][3260/3757] lr: 9.157e-02, eta: 7 days, 13:15:23, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5727, loss_cls: 3.1374, loss: 3.1374, grad_norm: 2.2097 2020-07-25 14:36:43,789 - mmaction - INFO - Epoch [49][3280/3757] lr: 9.157e-02, eta: 7 days, 13:14:56, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5727, loss_cls: 3.1632, loss: 3.1632, grad_norm: 2.1909 2020-07-25 14:36:59,634 - mmaction - INFO - Epoch [49][3300/3757] lr: 9.157e-02, eta: 7 days, 13:14:30, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5578, loss_cls: 3.1558, loss: 3.1558, grad_norm: 2.2193 2020-07-25 14:37:15,378 - mmaction - INFO - Epoch [49][3320/3757] lr: 9.157e-02, eta: 7 days, 13:14:03, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5570, loss_cls: 3.1517, loss: 3.1517, grad_norm: 2.2361 2020-07-25 14:37:31,172 - mmaction - INFO - Epoch [49][3340/3757] lr: 9.157e-02, eta: 7 days, 13:13:37, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5805, loss_cls: 3.1332, loss: 3.1332, grad_norm: 2.2341 2020-07-25 14:37:47,014 - mmaction - INFO - Epoch [49][3360/3757] lr: 9.157e-02, eta: 7 days, 13:13:11, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5734, loss_cls: 3.0956, loss: 3.0956, grad_norm: 2.2505 2020-07-25 14:38:02,827 - mmaction - INFO - Epoch [49][3380/3757] lr: 9.157e-02, eta: 7 days, 13:12:45, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5609, loss_cls: 3.1688, loss: 3.1688, grad_norm: 2.2163 2020-07-25 14:38:18,595 - mmaction - INFO - Epoch [49][3400/3757] lr: 9.157e-02, eta: 7 days, 13:12:18, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5727, loss_cls: 3.1234, loss: 3.1234, grad_norm: 2.2624 2020-07-25 14:38:34,407 - mmaction - INFO - Epoch [49][3420/3757] lr: 9.157e-02, eta: 7 days, 13:11:52, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5680, loss_cls: 3.1861, loss: 3.1861, grad_norm: 2.1782 2020-07-25 14:38:50,218 - mmaction - INFO - Epoch [49][3440/3757] lr: 9.157e-02, eta: 7 days, 13:11:25, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5766, loss_cls: 3.1132, loss: 3.1132, grad_norm: 2.1912 2020-07-25 14:39:06,014 - mmaction - INFO - Epoch [49][3460/3757] lr: 9.157e-02, eta: 7 days, 13:10:59, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5687, loss_cls: 3.1128, loss: 3.1128, grad_norm: 2.2199 2020-07-25 14:39:21,785 - mmaction - INFO - Epoch [49][3480/3757] lr: 9.157e-02, eta: 7 days, 13:10:32, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5719, loss_cls: 3.1237, loss: 3.1237, grad_norm: 2.2680 2020-07-25 14:39:37,592 - mmaction - INFO - Epoch [49][3500/3757] lr: 9.157e-02, eta: 7 days, 13:10:06, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5914, loss_cls: 3.0381, loss: 3.0381, grad_norm: 2.2395 2020-07-25 14:39:53,421 - mmaction - INFO - Epoch [49][3520/3757] lr: 9.157e-02, eta: 7 days, 13:09:40, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5719, loss_cls: 3.1360, loss: 3.1360, grad_norm: 2.2526 2020-07-25 14:40:09,196 - mmaction - INFO - Epoch [49][3540/3757] lr: 9.157e-02, eta: 7 days, 13:09:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5734, loss_cls: 3.0991, loss: 3.0991, grad_norm: 2.2204 2020-07-25 14:40:25,011 - mmaction - INFO - Epoch [49][3560/3757] lr: 9.157e-02, eta: 7 days, 13:08:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.1572, loss: 3.1572, grad_norm: 2.2425 2020-07-25 14:40:40,825 - mmaction - INFO - Epoch [49][3580/3757] lr: 9.157e-02, eta: 7 days, 13:08:21, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5687, loss_cls: 3.1919, loss: 3.1919, grad_norm: 2.2054 2020-07-25 14:40:56,668 - mmaction - INFO - Epoch [49][3600/3757] lr: 9.157e-02, eta: 7 days, 13:07:55, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5633, loss_cls: 3.1501, loss: 3.1501, grad_norm: 2.2267 2020-07-25 14:41:12,590 - mmaction - INFO - Epoch [49][3620/3757] lr: 9.157e-02, eta: 7 days, 13:07:30, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5570, loss_cls: 3.2572, loss: 3.2572, grad_norm: 2.2122 2020-07-25 14:41:28,447 - mmaction - INFO - Epoch [49][3640/3757] lr: 9.157e-02, eta: 7 days, 13:07:04, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5836, loss_cls: 3.0734, loss: 3.0734, grad_norm: 2.1628 2020-07-25 14:41:44,331 - mmaction - INFO - Epoch [49][3660/3757] lr: 9.157e-02, eta: 7 days, 13:06:39, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5750, loss_cls: 3.1349, loss: 3.1349, grad_norm: 2.2361 2020-07-25 14:42:00,191 - mmaction - INFO - Epoch [49][3680/3757] lr: 9.157e-02, eta: 7 days, 13:06:13, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.1350, loss: 3.1350, grad_norm: 2.2984 2020-07-25 14:42:16,102 - mmaction - INFO - Epoch [49][3700/3757] lr: 9.157e-02, eta: 7 days, 13:05:48, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5750, loss_cls: 3.1182, loss: 3.1182, grad_norm: 2.2108 2020-07-25 14:42:31,841 - mmaction - INFO - Epoch [49][3720/3757] lr: 9.157e-02, eta: 7 days, 13:05:21, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5578, loss_cls: 3.1789, loss: 3.1789, grad_norm: 2.2135 2020-07-25 14:42:47,734 - mmaction - INFO - Epoch [49][3740/3757] lr: 9.157e-02, eta: 7 days, 13:04:56, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5523, loss_cls: 3.2630, loss: 3.2630, grad_norm: 2.1774 2020-07-25 14:46:15,028 - mmaction - INFO - Epoch [50][20/3757] lr: 9.123e-02, eta: 7 days, 13:29:55, time: 9.316, data_time: 8.414, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5852, loss_cls: 3.0326, loss: 3.0326, grad_norm: 2.2114 2020-07-25 14:46:30,751 - mmaction - INFO - Epoch [50][40/3757] lr: 9.123e-02, eta: 7 days, 13:29:28, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5828, loss_cls: 3.0717, loss: 3.0717, grad_norm: 2.2023 2020-07-25 14:46:46,511 - mmaction - INFO - Epoch [50][60/3757] lr: 9.123e-02, eta: 7 days, 13:29:01, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6055, loss_cls: 3.0006, loss: 3.0006, grad_norm: 2.2621 2020-07-25 14:47:02,387 - mmaction - INFO - Epoch [50][80/3757] lr: 9.123e-02, eta: 7 days, 13:28:35, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5555, loss_cls: 3.1038, loss: 3.1038, grad_norm: 2.2365 2020-07-25 14:47:18,181 - mmaction - INFO - Epoch [50][100/3757] lr: 9.123e-02, eta: 7 days, 13:28:08, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5758, loss_cls: 3.1246, loss: 3.1246, grad_norm: 2.2535 2020-07-25 14:47:33,874 - mmaction - INFO - Epoch [50][120/3757] lr: 9.123e-02, eta: 7 days, 13:27:40, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6039, loss_cls: 3.0084, loss: 3.0084, grad_norm: 2.2175 2020-07-25 14:47:49,674 - mmaction - INFO - Epoch [50][140/3757] lr: 9.123e-02, eta: 7 days, 13:27:14, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5687, loss_cls: 3.0642, loss: 3.0642, grad_norm: 2.2543 2020-07-25 14:48:05,485 - mmaction - INFO - Epoch [50][160/3757] lr: 9.123e-02, eta: 7 days, 13:26:47, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5906, loss_cls: 3.0676, loss: 3.0676, grad_norm: 2.2684 2020-07-25 14:48:21,222 - mmaction - INFO - Epoch [50][180/3757] lr: 9.123e-02, eta: 7 days, 13:26:20, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5891, loss_cls: 3.0509, loss: 3.0509, grad_norm: 2.2702 2020-07-25 14:48:37,064 - mmaction - INFO - Epoch [50][200/3757] lr: 9.123e-02, eta: 7 days, 13:25:54, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5859, loss_cls: 3.1107, loss: 3.1107, grad_norm: 2.2617 2020-07-25 14:48:52,974 - mmaction - INFO - Epoch [50][220/3757] lr: 9.123e-02, eta: 7 days, 13:25:28, time: 0.796, data_time: 0.008, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5695, loss_cls: 3.0947, loss: 3.0947, grad_norm: 2.1982 2020-07-25 14:49:08,812 - mmaction - INFO - Epoch [50][240/3757] lr: 9.123e-02, eta: 7 days, 13:25:02, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6023, loss_cls: 3.0875, loss: 3.0875, grad_norm: 2.2819 2020-07-25 14:49:24,696 - mmaction - INFO - Epoch [50][260/3757] lr: 9.123e-02, eta: 7 days, 13:24:36, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5664, loss_cls: 3.1966, loss: 3.1966, grad_norm: 2.3212 2020-07-25 14:49:40,504 - mmaction - INFO - Epoch [50][280/3757] lr: 9.123e-02, eta: 7 days, 13:24:09, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5789, loss_cls: 3.1406, loss: 3.1406, grad_norm: 2.2686 2020-07-25 14:49:56,290 - mmaction - INFO - Epoch [50][300/3757] lr: 9.123e-02, eta: 7 days, 13:23:43, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5672, loss_cls: 3.1430, loss: 3.1430, grad_norm: 2.2480 2020-07-25 14:50:12,183 - mmaction - INFO - Epoch [50][320/3757] lr: 9.123e-02, eta: 7 days, 13:23:17, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5992, loss_cls: 2.9800, loss: 2.9800, grad_norm: 2.1668 2020-07-25 14:50:27,996 - mmaction - INFO - Epoch [50][340/3757] lr: 9.123e-02, eta: 7 days, 13:22:51, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5742, loss_cls: 3.0988, loss: 3.0988, grad_norm: 2.3282 2020-07-25 14:50:43,859 - mmaction - INFO - Epoch [50][360/3757] lr: 9.123e-02, eta: 7 days, 13:22:25, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.0804, loss: 3.0804, grad_norm: 2.2337 2020-07-25 14:50:59,597 - mmaction - INFO - Epoch [50][380/3757] lr: 9.123e-02, eta: 7 days, 13:21:57, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5797, loss_cls: 3.0945, loss: 3.0945, grad_norm: 2.2557 2020-07-25 14:51:15,398 - mmaction - INFO - Epoch [50][400/3757] lr: 9.123e-02, eta: 7 days, 13:21:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5734, loss_cls: 3.1090, loss: 3.1090, grad_norm: 2.2637 2020-07-25 14:51:31,228 - mmaction - INFO - Epoch [50][420/3757] lr: 9.123e-02, eta: 7 days, 13:21:05, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5781, loss_cls: 3.1618, loss: 3.1618, grad_norm: 2.3066 2020-07-25 14:51:47,059 - mmaction - INFO - Epoch [50][440/3757] lr: 9.123e-02, eta: 7 days, 13:20:38, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1911, loss: 3.1911, grad_norm: 2.2718 2020-07-25 14:52:02,912 - mmaction - INFO - Epoch [50][460/3757] lr: 9.123e-02, eta: 7 days, 13:20:12, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5852, loss_cls: 3.1066, loss: 3.1066, grad_norm: 2.2541 2020-07-25 14:52:18,706 - mmaction - INFO - Epoch [50][480/3757] lr: 9.123e-02, eta: 7 days, 13:19:46, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5664, loss_cls: 3.1213, loss: 3.1213, grad_norm: 2.2730 2020-07-25 14:52:34,511 - mmaction - INFO - Epoch [50][500/3757] lr: 9.123e-02, eta: 7 days, 13:19:19, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5813, loss_cls: 3.1235, loss: 3.1235, grad_norm: 2.3010 2020-07-25 14:52:50,308 - mmaction - INFO - Epoch [50][520/3757] lr: 9.123e-02, eta: 7 days, 13:18:52, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5617, loss_cls: 3.1526, loss: 3.1526, grad_norm: 2.2742 2020-07-25 14:53:06,115 - mmaction - INFO - Epoch [50][540/3757] lr: 9.123e-02, eta: 7 days, 13:18:26, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5852, loss_cls: 3.0982, loss: 3.0982, grad_norm: 2.3316 2020-07-25 14:53:21,925 - mmaction - INFO - Epoch [50][560/3757] lr: 9.123e-02, eta: 7 days, 13:17:59, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5602, loss_cls: 3.1830, loss: 3.1830, grad_norm: 2.2546 2020-07-25 14:53:37,711 - mmaction - INFO - Epoch [50][580/3757] lr: 9.123e-02, eta: 7 days, 13:17:33, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5703, loss_cls: 3.1120, loss: 3.1120, grad_norm: 2.2586 2020-07-25 14:53:53,519 - mmaction - INFO - Epoch [50][600/3757] lr: 9.123e-02, eta: 7 days, 13:17:06, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6078, loss_cls: 3.0153, loss: 3.0153, grad_norm: 2.1695 2020-07-25 14:54:09,315 - mmaction - INFO - Epoch [50][620/3757] lr: 9.123e-02, eta: 7 days, 13:16:40, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5586, loss_cls: 3.2159, loss: 3.2159, grad_norm: 2.3021 2020-07-25 14:54:25,135 - mmaction - INFO - Epoch [50][640/3757] lr: 9.123e-02, eta: 7 days, 13:16:13, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5625, loss_cls: 3.1550, loss: 3.1550, grad_norm: 2.3081 2020-07-25 14:54:40,933 - mmaction - INFO - Epoch [50][660/3757] lr: 9.123e-02, eta: 7 days, 13:15:47, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5867, loss_cls: 3.0976, loss: 3.0976, grad_norm: 2.2331 2020-07-25 14:54:56,697 - mmaction - INFO - Epoch [50][680/3757] lr: 9.123e-02, eta: 7 days, 13:15:20, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5828, loss_cls: 3.0464, loss: 3.0464, grad_norm: 2.2320 2020-07-25 14:55:12,505 - mmaction - INFO - Epoch [50][700/3757] lr: 9.123e-02, eta: 7 days, 13:14:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5781, loss_cls: 3.1463, loss: 3.1463, grad_norm: 2.2006 2020-07-25 14:55:28,365 - mmaction - INFO - Epoch [50][720/3757] lr: 9.123e-02, eta: 7 days, 13:14:28, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5734, loss_cls: 3.1083, loss: 3.1083, grad_norm: 2.2366 2020-07-25 14:55:44,236 - mmaction - INFO - Epoch [50][740/3757] lr: 9.123e-02, eta: 7 days, 13:14:02, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5805, loss_cls: 3.0266, loss: 3.0266, grad_norm: 2.2853 2020-07-25 14:56:00,095 - mmaction - INFO - Epoch [50][760/3757] lr: 9.123e-02, eta: 7 days, 13:13:36, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5828, loss_cls: 3.1254, loss: 3.1254, grad_norm: 2.2739 2020-07-25 14:56:15,938 - mmaction - INFO - Epoch [50][780/3757] lr: 9.123e-02, eta: 7 days, 13:13:10, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5680, loss_cls: 3.1171, loss: 3.1171, grad_norm: 2.2347 2020-07-25 14:56:31,752 - mmaction - INFO - Epoch [50][800/3757] lr: 9.123e-02, eta: 7 days, 13:12:43, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5656, loss_cls: 3.2597, loss: 3.2597, grad_norm: 2.2694 2020-07-25 14:56:47,535 - mmaction - INFO - Epoch [50][820/3757] lr: 9.123e-02, eta: 7 days, 13:12:17, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5648, loss_cls: 3.1593, loss: 3.1593, grad_norm: 2.1965 2020-07-25 14:57:03,335 - mmaction - INFO - Epoch [50][840/3757] lr: 9.123e-02, eta: 7 days, 13:11:50, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5891, loss_cls: 3.1194, loss: 3.1194, grad_norm: 2.2302 2020-07-25 14:57:19,156 - mmaction - INFO - Epoch [50][860/3757] lr: 9.123e-02, eta: 7 days, 13:11:24, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5883, loss_cls: 3.1067, loss: 3.1067, grad_norm: 2.2752 2020-07-25 14:57:34,901 - mmaction - INFO - Epoch [50][880/3757] lr: 9.123e-02, eta: 7 days, 13:10:57, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5906, loss_cls: 3.1104, loss: 3.1104, grad_norm: 2.2095 2020-07-25 14:57:50,624 - mmaction - INFO - Epoch [50][900/3757] lr: 9.123e-02, eta: 7 days, 13:10:30, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5703, loss_cls: 3.0918, loss: 3.0918, grad_norm: 2.1873 2020-07-25 14:58:06,432 - mmaction - INFO - Epoch [50][920/3757] lr: 9.123e-02, eta: 7 days, 13:10:03, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5648, loss_cls: 3.1459, loss: 3.1459, grad_norm: 2.2357 2020-07-25 14:58:22,215 - mmaction - INFO - Epoch [50][940/3757] lr: 9.123e-02, eta: 7 days, 13:09:37, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5805, loss_cls: 3.1017, loss: 3.1017, grad_norm: 2.2196 2020-07-25 14:58:37,969 - mmaction - INFO - Epoch [50][960/3757] lr: 9.123e-02, eta: 7 days, 13:09:10, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5977, loss_cls: 3.0634, loss: 3.0634, grad_norm: 2.2288 2020-07-25 14:58:53,693 - mmaction - INFO - Epoch [50][980/3757] lr: 9.123e-02, eta: 7 days, 13:08:43, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5687, loss_cls: 3.1806, loss: 3.1806, grad_norm: 2.2187 2020-07-25 14:59:09,794 - mmaction - INFO - Epoch [50][1000/3757] lr: 9.123e-02, eta: 7 days, 13:08:19, time: 0.805, data_time: 0.015, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5781, loss_cls: 3.1170, loss: 3.1170, grad_norm: 2.2305 2020-07-25 14:59:25,568 - mmaction - INFO - Epoch [50][1020/3757] lr: 9.123e-02, eta: 7 days, 13:07:52, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5477, loss_cls: 3.1605, loss: 3.1605, grad_norm: 2.2534 2020-07-25 14:59:41,319 - mmaction - INFO - Epoch [50][1040/3757] lr: 9.123e-02, eta: 7 days, 13:07:26, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5680, loss_cls: 3.1488, loss: 3.1488, grad_norm: 2.2918 2020-07-25 14:59:57,175 - mmaction - INFO - Epoch [50][1060/3757] lr: 9.123e-02, eta: 7 days, 13:07:00, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5844, loss_cls: 3.1154, loss: 3.1154, grad_norm: 2.1778 2020-07-25 15:00:17,688 - mmaction - INFO - Epoch [50][1080/3757] lr: 9.123e-02, eta: 7 days, 13:07:19, time: 1.024, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5961, loss_cls: 2.9867, loss: 2.9867, grad_norm: 2.1695 2020-07-25 15:00:33,451 - mmaction - INFO - Epoch [50][1100/3757] lr: 9.123e-02, eta: 7 days, 13:06:52, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5891, loss_cls: 3.0955, loss: 3.0955, grad_norm: 2.2630 2020-07-25 15:00:49,244 - mmaction - INFO - Epoch [50][1120/3757] lr: 9.123e-02, eta: 7 days, 13:06:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5820, loss_cls: 3.0947, loss: 3.0947, grad_norm: 2.2429 2020-07-25 15:01:05,021 - mmaction - INFO - Epoch [50][1140/3757] lr: 9.123e-02, eta: 7 days, 13:05:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5648, loss_cls: 3.2058, loss: 3.2058, grad_norm: 2.2627 2020-07-25 15:01:20,780 - mmaction - INFO - Epoch [50][1160/3757] lr: 9.123e-02, eta: 7 days, 13:05:32, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.1488, loss: 3.1488, grad_norm: 2.2933 2020-07-25 15:01:36,559 - mmaction - INFO - Epoch [50][1180/3757] lr: 9.123e-02, eta: 7 days, 13:05:06, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5594, loss_cls: 3.1805, loss: 3.1805, grad_norm: 2.2972 2020-07-25 15:01:52,337 - mmaction - INFO - Epoch [50][1200/3757] lr: 9.123e-02, eta: 7 days, 13:04:39, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5680, loss_cls: 3.1856, loss: 3.1856, grad_norm: 2.2684 2020-07-25 15:02:08,118 - mmaction - INFO - Epoch [50][1220/3757] lr: 9.123e-02, eta: 7 days, 13:04:13, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5586, loss_cls: 3.1520, loss: 3.1520, grad_norm: 2.2589 2020-07-25 15:02:23,947 - mmaction - INFO - Epoch [50][1240/3757] lr: 9.123e-02, eta: 7 days, 13:03:47, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5664, loss_cls: 3.2013, loss: 3.2013, grad_norm: 2.2186 2020-07-25 15:02:39,811 - mmaction - INFO - Epoch [50][1260/3757] lr: 9.123e-02, eta: 7 days, 13:03:21, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5633, loss_cls: 3.1556, loss: 3.1556, grad_norm: 2.2216 2020-07-25 15:02:55,594 - mmaction - INFO - Epoch [50][1280/3757] lr: 9.123e-02, eta: 7 days, 13:02:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5789, loss_cls: 3.0589, loss: 3.0589, grad_norm: 2.2675 2020-07-25 15:03:11,377 - mmaction - INFO - Epoch [50][1300/3757] lr: 9.123e-02, eta: 7 days, 13:02:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5641, loss_cls: 3.1581, loss: 3.1581, grad_norm: 2.2144 2020-07-25 15:03:27,238 - mmaction - INFO - Epoch [50][1320/3757] lr: 9.123e-02, eta: 7 days, 13:02:02, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5586, loss_cls: 3.1800, loss: 3.1800, grad_norm: 2.2485 2020-07-25 15:03:43,016 - mmaction - INFO - Epoch [50][1340/3757] lr: 9.123e-02, eta: 7 days, 13:01:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5992, loss_cls: 2.9902, loss: 2.9902, grad_norm: 2.1932 2020-07-25 15:03:58,859 - mmaction - INFO - Epoch [50][1360/3757] lr: 9.123e-02, eta: 7 days, 13:01:09, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5969, loss_cls: 3.0528, loss: 3.0528, grad_norm: 2.2822 2020-07-25 15:04:14,707 - mmaction - INFO - Epoch [50][1380/3757] lr: 9.123e-02, eta: 7 days, 13:00:44, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5906, loss_cls: 3.0286, loss: 3.0286, grad_norm: 2.2572 2020-07-25 15:04:30,466 - mmaction - INFO - Epoch [50][1400/3757] lr: 9.123e-02, eta: 7 days, 13:00:17, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5523, loss_cls: 3.2459, loss: 3.2459, grad_norm: 2.3123 2020-07-25 15:04:46,292 - mmaction - INFO - Epoch [50][1420/3757] lr: 9.123e-02, eta: 7 days, 12:59:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5773, loss_cls: 3.1144, loss: 3.1144, grad_norm: 2.2716 2020-07-25 15:05:02,136 - mmaction - INFO - Epoch [50][1440/3757] lr: 9.123e-02, eta: 7 days, 12:59:25, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5656, loss_cls: 3.1781, loss: 3.1781, grad_norm: 2.2799 2020-07-25 15:05:17,952 - mmaction - INFO - Epoch [50][1460/3757] lr: 9.123e-02, eta: 7 days, 12:58:59, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5656, loss_cls: 3.2075, loss: 3.2075, grad_norm: 2.3058 2020-07-25 15:05:33,787 - mmaction - INFO - Epoch [50][1480/3757] lr: 9.123e-02, eta: 7 days, 12:58:33, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5680, loss_cls: 3.1709, loss: 3.1709, grad_norm: 2.2072 2020-07-25 15:05:49,603 - mmaction - INFO - Epoch [50][1500/3757] lr: 9.123e-02, eta: 7 days, 12:58:06, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5906, loss_cls: 3.0699, loss: 3.0699, grad_norm: 2.2133 2020-07-25 15:06:05,444 - mmaction - INFO - Epoch [50][1520/3757] lr: 9.123e-02, eta: 7 days, 12:57:41, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5859, loss_cls: 3.0135, loss: 3.0135, grad_norm: 2.1935 2020-07-25 15:06:21,240 - mmaction - INFO - Epoch [50][1540/3757] lr: 9.123e-02, eta: 7 days, 12:57:14, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5508, loss_cls: 3.1874, loss: 3.1874, grad_norm: 2.2681 2020-07-25 15:06:37,035 - mmaction - INFO - Epoch [50][1560/3757] lr: 9.123e-02, eta: 7 days, 12:56:48, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5836, loss_cls: 3.0352, loss: 3.0352, grad_norm: 2.1971 2020-07-25 15:06:52,814 - mmaction - INFO - Epoch [50][1580/3757] lr: 9.123e-02, eta: 7 days, 12:56:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5922, loss_cls: 3.0442, loss: 3.0442, grad_norm: 2.3569 2020-07-25 15:07:08,623 - mmaction - INFO - Epoch [50][1600/3757] lr: 9.123e-02, eta: 7 days, 12:55:55, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5727, loss_cls: 3.2027, loss: 3.2027, grad_norm: 2.3756 2020-07-25 15:07:24,454 - mmaction - INFO - Epoch [50][1620/3757] lr: 9.123e-02, eta: 7 days, 12:55:29, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5703, loss_cls: 3.1464, loss: 3.1464, grad_norm: 2.3177 2020-07-25 15:07:40,250 - mmaction - INFO - Epoch [50][1640/3757] lr: 9.123e-02, eta: 7 days, 12:55:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5820, loss_cls: 3.0855, loss: 3.0855, grad_norm: 2.3126 2020-07-25 15:07:56,101 - mmaction - INFO - Epoch [50][1660/3757] lr: 9.123e-02, eta: 7 days, 12:54:37, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5703, loss_cls: 3.1446, loss: 3.1446, grad_norm: 2.3214 2020-07-25 15:08:11,985 - mmaction - INFO - Epoch [50][1680/3757] lr: 9.123e-02, eta: 7 days, 12:54:12, time: 0.794, data_time: 0.007, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5414, loss_cls: 3.1916, loss: 3.1916, grad_norm: 2.2857 2020-07-25 15:08:27,737 - mmaction - INFO - Epoch [50][1700/3757] lr: 9.123e-02, eta: 7 days, 12:53:45, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5820, loss_cls: 3.0639, loss: 3.0639, grad_norm: 2.2295 2020-07-25 15:08:43,578 - mmaction - INFO - Epoch [50][1720/3757] lr: 9.123e-02, eta: 7 days, 12:53:19, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5672, loss_cls: 3.1168, loss: 3.1168, grad_norm: 2.2572 2020-07-25 15:08:59,401 - mmaction - INFO - Epoch [50][1740/3757] lr: 9.123e-02, eta: 7 days, 12:52:53, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5820, loss_cls: 3.0866, loss: 3.0866, grad_norm: 2.2388 2020-07-25 15:09:15,169 - mmaction - INFO - Epoch [50][1760/3757] lr: 9.123e-02, eta: 7 days, 12:52:26, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5648, loss_cls: 3.0927, loss: 3.0927, grad_norm: 2.3045 2020-07-25 15:09:30,919 - mmaction - INFO - Epoch [50][1780/3757] lr: 9.123e-02, eta: 7 days, 12:52:00, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5914, loss_cls: 3.0209, loss: 3.0209, grad_norm: 2.2615 2020-07-25 15:09:46,992 - mmaction - INFO - Epoch [50][1800/3757] lr: 9.123e-02, eta: 7 days, 12:51:36, time: 0.804, data_time: 0.018, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5641, loss_cls: 3.0955, loss: 3.0955, grad_norm: 2.2803 2020-07-25 15:10:02,795 - mmaction - INFO - Epoch [50][1820/3757] lr: 9.123e-02, eta: 7 days, 12:51:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5594, loss_cls: 3.0996, loss: 3.0996, grad_norm: 2.2563 2020-07-25 15:10:18,595 - mmaction - INFO - Epoch [50][1840/3757] lr: 9.123e-02, eta: 7 days, 12:50:43, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5492, loss_cls: 3.2580, loss: 3.2580, grad_norm: 2.2616 2020-07-25 15:10:34,410 - mmaction - INFO - Epoch [50][1860/3757] lr: 9.123e-02, eta: 7 days, 12:50:18, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5648, loss_cls: 3.1552, loss: 3.1552, grad_norm: 2.2200 2020-07-25 15:10:50,234 - mmaction - INFO - Epoch [50][1880/3757] lr: 9.123e-02, eta: 7 days, 12:49:52, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5602, loss_cls: 3.1664, loss: 3.1664, grad_norm: 2.2678 2020-07-25 15:11:05,907 - mmaction - INFO - Epoch [50][1900/3757] lr: 9.123e-02, eta: 7 days, 12:49:24, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5625, loss_cls: 3.1380, loss: 3.1380, grad_norm: 2.1729 2020-07-25 15:11:21,725 - mmaction - INFO - Epoch [50][1920/3757] lr: 9.123e-02, eta: 7 days, 12:48:58, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5656, loss_cls: 3.1845, loss: 3.1845, grad_norm: 2.2507 2020-07-25 15:11:37,532 - mmaction - INFO - Epoch [50][1940/3757] lr: 9.123e-02, eta: 7 days, 12:48:32, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5906, loss_cls: 3.0826, loss: 3.0826, grad_norm: 2.2276 2020-07-25 15:11:53,316 - mmaction - INFO - Epoch [50][1960/3757] lr: 9.123e-02, eta: 7 days, 12:48:06, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5922, loss_cls: 3.0745, loss: 3.0745, grad_norm: 2.2554 2020-07-25 15:12:09,123 - mmaction - INFO - Epoch [50][1980/3757] lr: 9.123e-02, eta: 7 days, 12:47:40, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5695, loss_cls: 3.0768, loss: 3.0768, grad_norm: 2.2020 2020-07-25 15:12:24,903 - mmaction - INFO - Epoch [50][2000/3757] lr: 9.123e-02, eta: 7 days, 12:47:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5672, loss_cls: 3.1307, loss: 3.1307, grad_norm: 2.1354 2020-07-25 15:12:40,695 - mmaction - INFO - Epoch [50][2020/3757] lr: 9.123e-02, eta: 7 days, 12:46:47, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5641, loss_cls: 3.1842, loss: 3.1842, grad_norm: 2.2786 2020-07-25 15:12:56,455 - mmaction - INFO - Epoch [50][2040/3757] lr: 9.123e-02, eta: 7 days, 12:46:20, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5742, loss_cls: 3.0612, loss: 3.0612, grad_norm: 2.2086 2020-07-25 15:13:12,274 - mmaction - INFO - Epoch [50][2060/3757] lr: 9.123e-02, eta: 7 days, 12:45:54, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5945, loss_cls: 3.1141, loss: 3.1141, grad_norm: 2.2586 2020-07-25 15:13:28,010 - mmaction - INFO - Epoch [50][2080/3757] lr: 9.123e-02, eta: 7 days, 12:45:28, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5578, loss_cls: 3.1857, loss: 3.1857, grad_norm: 2.2670 2020-07-25 15:13:43,867 - mmaction - INFO - Epoch [50][2100/3757] lr: 9.123e-02, eta: 7 days, 12:45:02, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5891, loss_cls: 3.0777, loss: 3.0777, grad_norm: 2.1931 2020-07-25 15:13:59,610 - mmaction - INFO - Epoch [50][2120/3757] lr: 9.123e-02, eta: 7 days, 12:44:35, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5516, loss_cls: 3.1962, loss: 3.1962, grad_norm: 2.2260 2020-07-25 15:14:15,351 - mmaction - INFO - Epoch [50][2140/3757] lr: 9.123e-02, eta: 7 days, 12:44:09, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5820, loss_cls: 3.1036, loss: 3.1036, grad_norm: 2.2142 2020-07-25 15:14:31,178 - mmaction - INFO - Epoch [50][2160/3757] lr: 9.123e-02, eta: 7 days, 12:43:43, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5883, loss_cls: 3.0999, loss: 3.0999, grad_norm: 2.2246 2020-07-25 15:14:47,006 - mmaction - INFO - Epoch [50][2180/3757] lr: 9.123e-02, eta: 7 days, 12:43:17, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5781, loss_cls: 3.0946, loss: 3.0946, grad_norm: 2.2108 2020-07-25 15:15:03,069 - mmaction - INFO - Epoch [50][2200/3757] lr: 9.123e-02, eta: 7 days, 12:42:53, time: 0.801, data_time: 0.013, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5766, loss_cls: 3.1119, loss: 3.1119, grad_norm: 2.2784 2020-07-25 15:15:18,836 - mmaction - INFO - Epoch [50][2220/3757] lr: 9.123e-02, eta: 7 days, 12:42:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5672, loss_cls: 3.1925, loss: 3.1925, grad_norm: 2.3043 2020-07-25 15:15:34,616 - mmaction - INFO - Epoch [50][2240/3757] lr: 9.123e-02, eta: 7 days, 12:42:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5828, loss_cls: 3.1761, loss: 3.1761, grad_norm: 2.2441 2020-07-25 15:15:50,444 - mmaction - INFO - Epoch [50][2260/3757] lr: 9.123e-02, eta: 7 days, 12:41:35, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5672, loss_cls: 3.1531, loss: 3.1531, grad_norm: 2.2245 2020-07-25 15:16:06,232 - mmaction - INFO - Epoch [50][2280/3757] lr: 9.123e-02, eta: 7 days, 12:41:08, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5719, loss_cls: 3.1210, loss: 3.1210, grad_norm: 2.2661 2020-07-25 15:16:22,041 - mmaction - INFO - Epoch [50][2300/3757] lr: 9.123e-02, eta: 7 days, 12:40:42, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5828, loss_cls: 3.0513, loss: 3.0513, grad_norm: 2.2776 2020-07-25 15:16:37,798 - mmaction - INFO - Epoch [50][2320/3757] lr: 9.123e-02, eta: 7 days, 12:40:16, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5773, loss_cls: 3.1272, loss: 3.1272, grad_norm: 2.2988 2020-07-25 15:16:53,614 - mmaction - INFO - Epoch [50][2340/3757] lr: 9.123e-02, eta: 7 days, 12:39:50, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5711, loss_cls: 3.1210, loss: 3.1210, grad_norm: 2.2250 2020-07-25 15:17:09,556 - mmaction - INFO - Epoch [50][2360/3757] lr: 9.123e-02, eta: 7 days, 12:39:25, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5789, loss_cls: 3.0733, loss: 3.0733, grad_norm: 2.2064 2020-07-25 15:17:25,300 - mmaction - INFO - Epoch [50][2380/3757] lr: 9.123e-02, eta: 7 days, 12:38:58, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5672, loss_cls: 3.1658, loss: 3.1658, grad_norm: 2.1948 2020-07-25 15:17:41,098 - mmaction - INFO - Epoch [50][2400/3757] lr: 9.123e-02, eta: 7 days, 12:38:32, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5758, loss_cls: 3.1592, loss: 3.1592, grad_norm: 2.2315 2020-07-25 15:17:57,082 - mmaction - INFO - Epoch [50][2420/3757] lr: 9.123e-02, eta: 7 days, 12:38:08, time: 0.799, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5789, loss_cls: 3.1225, loss: 3.1225, grad_norm: 2.2990 2020-07-25 15:18:12,854 - mmaction - INFO - Epoch [50][2440/3757] lr: 9.123e-02, eta: 7 days, 12:37:42, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5797, loss_cls: 3.0781, loss: 3.0781, grad_norm: 2.2653 2020-07-25 15:18:28,687 - mmaction - INFO - Epoch [50][2460/3757] lr: 9.123e-02, eta: 7 days, 12:37:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5711, loss_cls: 3.1562, loss: 3.1562, grad_norm: 2.2563 2020-07-25 15:18:44,488 - mmaction - INFO - Epoch [50][2480/3757] lr: 9.123e-02, eta: 7 days, 12:36:50, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5641, loss_cls: 3.1199, loss: 3.1199, grad_norm: 2.2728 2020-07-25 15:19:00,316 - mmaction - INFO - Epoch [50][2500/3757] lr: 9.123e-02, eta: 7 days, 12:36:24, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5617, loss_cls: 3.2006, loss: 3.2006, grad_norm: 2.2485 2020-07-25 15:19:16,085 - mmaction - INFO - Epoch [50][2520/3757] lr: 9.123e-02, eta: 7 days, 12:35:58, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2711, top5_acc: 0.5617, loss_cls: 3.1965, loss: 3.1965, grad_norm: 2.2411 2020-07-25 15:19:31,894 - mmaction - INFO - Epoch [50][2540/3757] lr: 9.123e-02, eta: 7 days, 12:35:32, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5570, loss_cls: 3.1687, loss: 3.1687, grad_norm: 2.1893 2020-07-25 15:19:47,703 - mmaction - INFO - Epoch [50][2560/3757] lr: 9.123e-02, eta: 7 days, 12:35:06, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5523, loss_cls: 3.2136, loss: 3.2136, grad_norm: 2.2079 2020-07-25 15:20:03,538 - mmaction - INFO - Epoch [50][2580/3757] lr: 9.123e-02, eta: 7 days, 12:34:40, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5789, loss_cls: 3.0974, loss: 3.0974, grad_norm: 2.2431 2020-07-25 15:20:19,292 - mmaction - INFO - Epoch [50][2600/3757] lr: 9.123e-02, eta: 7 days, 12:34:14, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5789, loss_cls: 3.0514, loss: 3.0514, grad_norm: 2.2326 2020-07-25 15:20:35,071 - mmaction - INFO - Epoch [50][2620/3757] lr: 9.123e-02, eta: 7 days, 12:33:47, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5672, loss_cls: 3.2089, loss: 3.2089, grad_norm: 2.2825 2020-07-25 15:20:50,897 - mmaction - INFO - Epoch [50][2640/3757] lr: 9.123e-02, eta: 7 days, 12:33:22, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5609, loss_cls: 3.1659, loss: 3.1659, grad_norm: 2.2745 2020-07-25 15:21:06,658 - mmaction - INFO - Epoch [50][2660/3757] lr: 9.123e-02, eta: 7 days, 12:32:55, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5625, loss_cls: 3.1378, loss: 3.1378, grad_norm: 2.2207 2020-07-25 15:21:22,420 - mmaction - INFO - Epoch [50][2680/3757] lr: 9.123e-02, eta: 7 days, 12:32:29, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5664, loss_cls: 3.1841, loss: 3.1841, grad_norm: 2.2715 2020-07-25 15:21:38,306 - mmaction - INFO - Epoch [50][2700/3757] lr: 9.123e-02, eta: 7 days, 12:32:04, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5586, loss_cls: 3.1623, loss: 3.1623, grad_norm: 2.2578 2020-07-25 15:21:54,148 - mmaction - INFO - Epoch [50][2720/3757] lr: 9.123e-02, eta: 7 days, 12:31:38, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5656, loss_cls: 3.1234, loss: 3.1234, grad_norm: 2.2550 2020-07-25 15:22:09,895 - mmaction - INFO - Epoch [50][2740/3757] lr: 9.123e-02, eta: 7 days, 12:31:12, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5766, loss_cls: 3.1576, loss: 3.1576, grad_norm: 2.2052 2020-07-25 15:22:25,731 - mmaction - INFO - Epoch [50][2760/3757] lr: 9.123e-02, eta: 7 days, 12:30:46, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5852, loss_cls: 3.0962, loss: 3.0962, grad_norm: 2.1643 2020-07-25 15:22:41,532 - mmaction - INFO - Epoch [50][2780/3757] lr: 9.123e-02, eta: 7 days, 12:30:20, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5711, loss_cls: 3.1260, loss: 3.1260, grad_norm: 2.2045 2020-07-25 15:22:57,311 - mmaction - INFO - Epoch [50][2800/3757] lr: 9.123e-02, eta: 7 days, 12:29:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.2246, loss: 3.2246, grad_norm: 2.2828 2020-07-25 15:23:13,045 - mmaction - INFO - Epoch [50][2820/3757] lr: 9.123e-02, eta: 7 days, 12:29:27, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5633, loss_cls: 3.1358, loss: 3.1358, grad_norm: 2.2853 2020-07-25 15:23:28,824 - mmaction - INFO - Epoch [50][2840/3757] lr: 9.123e-02, eta: 7 days, 12:29:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5805, loss_cls: 3.0297, loss: 3.0297, grad_norm: 2.1918 2020-07-25 15:23:44,577 - mmaction - INFO - Epoch [50][2860/3757] lr: 9.123e-02, eta: 7 days, 12:28:35, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5594, loss_cls: 3.2486, loss: 3.2486, grad_norm: 2.2541 2020-07-25 15:24:00,456 - mmaction - INFO - Epoch [50][2880/3757] lr: 9.123e-02, eta: 7 days, 12:28:09, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5625, loss_cls: 3.1459, loss: 3.1459, grad_norm: 2.1951 2020-07-25 15:24:16,256 - mmaction - INFO - Epoch [50][2900/3757] lr: 9.123e-02, eta: 7 days, 12:27:43, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5680, loss_cls: 3.1830, loss: 3.1830, grad_norm: 2.2079 2020-07-25 15:24:31,996 - mmaction - INFO - Epoch [50][2920/3757] lr: 9.123e-02, eta: 7 days, 12:27:17, time: 0.787, data_time: 0.005, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5711, loss_cls: 3.1368, loss: 3.1368, grad_norm: 2.1984 2020-07-25 15:24:47,755 - mmaction - INFO - Epoch [50][2940/3757] lr: 9.123e-02, eta: 7 days, 12:26:50, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5773, loss_cls: 3.1174, loss: 3.1174, grad_norm: 2.1631 2020-07-25 15:25:03,619 - mmaction - INFO - Epoch [50][2960/3757] lr: 9.123e-02, eta: 7 days, 12:26:25, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5859, loss_cls: 3.1232, loss: 3.1232, grad_norm: 2.2072 2020-07-25 15:25:19,457 - mmaction - INFO - Epoch [50][2980/3757] lr: 9.123e-02, eta: 7 days, 12:25:59, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5586, loss_cls: 3.2447, loss: 3.2447, grad_norm: 2.3010 2020-07-25 15:25:35,293 - mmaction - INFO - Epoch [50][3000/3757] lr: 9.123e-02, eta: 7 days, 12:25:34, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5664, loss_cls: 3.1469, loss: 3.1469, grad_norm: 2.2499 2020-07-25 15:25:51,100 - mmaction - INFO - Epoch [50][3020/3757] lr: 9.123e-02, eta: 7 days, 12:25:08, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5695, loss_cls: 3.1296, loss: 3.1296, grad_norm: 2.1958 2020-07-25 15:26:06,889 - mmaction - INFO - Epoch [50][3040/3757] lr: 9.123e-02, eta: 7 days, 12:24:42, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5672, loss_cls: 3.1213, loss: 3.1213, grad_norm: 2.1420 2020-07-25 15:26:22,685 - mmaction - INFO - Epoch [50][3060/3757] lr: 9.123e-02, eta: 7 days, 12:24:16, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.1139, loss: 3.1139, grad_norm: 2.2049 2020-07-25 15:26:38,432 - mmaction - INFO - Epoch [50][3080/3757] lr: 9.123e-02, eta: 7 days, 12:23:50, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5680, loss_cls: 3.1589, loss: 3.1589, grad_norm: 2.2207 2020-07-25 15:26:54,247 - mmaction - INFO - Epoch [50][3100/3757] lr: 9.123e-02, eta: 7 days, 12:23:24, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5664, loss_cls: 3.1942, loss: 3.1942, grad_norm: 2.2134 2020-07-25 15:27:10,011 - mmaction - INFO - Epoch [50][3120/3757] lr: 9.123e-02, eta: 7 days, 12:22:58, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5656, loss_cls: 3.2057, loss: 3.2057, grad_norm: 2.2110 2020-07-25 15:27:25,906 - mmaction - INFO - Epoch [50][3140/3757] lr: 9.123e-02, eta: 7 days, 12:22:33, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5828, loss_cls: 3.0462, loss: 3.0462, grad_norm: 2.1613 2020-07-25 15:27:41,787 - mmaction - INFO - Epoch [50][3160/3757] lr: 9.123e-02, eta: 7 days, 12:22:08, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5734, loss_cls: 3.0563, loss: 3.0563, grad_norm: 2.2154 2020-07-25 15:27:57,554 - mmaction - INFO - Epoch [50][3180/3757] lr: 9.123e-02, eta: 7 days, 12:21:41, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5641, loss_cls: 3.1863, loss: 3.1863, grad_norm: 2.2976 2020-07-25 15:28:13,449 - mmaction - INFO - Epoch [50][3200/3757] lr: 9.123e-02, eta: 7 days, 12:21:16, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5773, loss_cls: 3.0876, loss: 3.0876, grad_norm: 2.2283 2020-07-25 15:28:29,215 - mmaction - INFO - Epoch [50][3220/3757] lr: 9.123e-02, eta: 7 days, 12:20:50, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5602, loss_cls: 3.1224, loss: 3.1224, grad_norm: 2.2594 2020-07-25 15:28:44,960 - mmaction - INFO - Epoch [50][3240/3757] lr: 9.123e-02, eta: 7 days, 12:20:24, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5781, loss_cls: 3.0711, loss: 3.0711, grad_norm: 2.2193 2020-07-25 15:29:00,816 - mmaction - INFO - Epoch [50][3260/3757] lr: 9.123e-02, eta: 7 days, 12:19:58, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5656, loss_cls: 3.2233, loss: 3.2233, grad_norm: 2.2475 2020-07-25 15:29:16,673 - mmaction - INFO - Epoch [50][3280/3757] lr: 9.123e-02, eta: 7 days, 12:19:33, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5508, loss_cls: 3.1836, loss: 3.1836, grad_norm: 2.2336 2020-07-25 15:29:32,469 - mmaction - INFO - Epoch [50][3300/3757] lr: 9.123e-02, eta: 7 days, 12:19:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5906, loss_cls: 3.1102, loss: 3.1102, grad_norm: 2.1925 2020-07-25 15:29:48,284 - mmaction - INFO - Epoch [50][3320/3757] lr: 9.123e-02, eta: 7 days, 12:18:41, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5898, loss_cls: 3.0589, loss: 3.0589, grad_norm: 2.2773 2020-07-25 15:30:04,104 - mmaction - INFO - Epoch [50][3340/3757] lr: 9.123e-02, eta: 7 days, 12:18:16, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5734, loss_cls: 3.1800, loss: 3.1800, grad_norm: 2.2771 2020-07-25 15:30:19,805 - mmaction - INFO - Epoch [50][3360/3757] lr: 9.123e-02, eta: 7 days, 12:17:49, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5828, loss_cls: 3.1014, loss: 3.1014, grad_norm: 2.1956 2020-07-25 15:30:35,611 - mmaction - INFO - Epoch [50][3380/3757] lr: 9.123e-02, eta: 7 days, 12:17:23, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5938, loss_cls: 3.0196, loss: 3.0196, grad_norm: 2.3059 2020-07-25 15:30:51,411 - mmaction - INFO - Epoch [50][3400/3757] lr: 9.123e-02, eta: 7 days, 12:16:57, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5641, loss_cls: 3.1512, loss: 3.1512, grad_norm: 2.2806 2020-07-25 15:31:07,222 - mmaction - INFO - Epoch [50][3420/3757] lr: 9.123e-02, eta: 7 days, 12:16:32, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5844, loss_cls: 3.0557, loss: 3.0557, grad_norm: 2.2632 2020-07-25 15:31:22,976 - mmaction - INFO - Epoch [50][3440/3757] lr: 9.123e-02, eta: 7 days, 12:16:05, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5734, loss_cls: 3.1385, loss: 3.1385, grad_norm: 2.2479 2020-07-25 15:31:38,868 - mmaction - INFO - Epoch [50][3460/3757] lr: 9.123e-02, eta: 7 days, 12:15:40, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5797, loss_cls: 3.1463, loss: 3.1463, grad_norm: 2.2826 2020-07-25 15:31:54,600 - mmaction - INFO - Epoch [50][3480/3757] lr: 9.123e-02, eta: 7 days, 12:15:14, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5570, loss_cls: 3.2272, loss: 3.2272, grad_norm: 2.2301 2020-07-25 15:32:10,356 - mmaction - INFO - Epoch [50][3500/3757] lr: 9.123e-02, eta: 7 days, 12:14:48, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5797, loss_cls: 3.1289, loss: 3.1289, grad_norm: 2.2170 2020-07-25 15:32:26,172 - mmaction - INFO - Epoch [50][3520/3757] lr: 9.123e-02, eta: 7 days, 12:14:22, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5711, loss_cls: 3.1382, loss: 3.1382, grad_norm: 2.2064 2020-07-25 15:32:41,940 - mmaction - INFO - Epoch [50][3540/3757] lr: 9.123e-02, eta: 7 days, 12:13:56, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5867, loss_cls: 3.0993, loss: 3.0993, grad_norm: 2.2623 2020-07-25 15:32:57,690 - mmaction - INFO - Epoch [50][3560/3757] lr: 9.123e-02, eta: 7 days, 12:13:30, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5711, loss_cls: 3.1703, loss: 3.1703, grad_norm: 2.2901 2020-07-25 15:33:13,558 - mmaction - INFO - Epoch [50][3580/3757] lr: 9.123e-02, eta: 7 days, 12:13:05, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5867, loss_cls: 3.1088, loss: 3.1088, grad_norm: 2.1307 2020-07-25 15:33:29,393 - mmaction - INFO - Epoch [50][3600/3757] lr: 9.123e-02, eta: 7 days, 12:12:39, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2812, top5_acc: 0.5430, loss_cls: 3.2662, loss: 3.2662, grad_norm: 2.3082 2020-07-25 15:33:45,229 - mmaction - INFO - Epoch [50][3620/3757] lr: 9.123e-02, eta: 7 days, 12:12:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5719, loss_cls: 3.1563, loss: 3.1563, grad_norm: 2.2203 2020-07-25 15:34:00,988 - mmaction - INFO - Epoch [50][3640/3757] lr: 9.123e-02, eta: 7 days, 12:11:47, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5805, loss_cls: 3.1130, loss: 3.1130, grad_norm: 2.2363 2020-07-25 15:34:16,893 - mmaction - INFO - Epoch [50][3660/3757] lr: 9.123e-02, eta: 7 days, 12:11:22, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5703, loss_cls: 3.1592, loss: 3.1592, grad_norm: 2.2798 2020-07-25 15:34:32,722 - mmaction - INFO - Epoch [50][3680/3757] lr: 9.123e-02, eta: 7 days, 12:10:57, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5844, loss_cls: 3.1293, loss: 3.1293, grad_norm: 2.3038 2020-07-25 15:34:48,483 - mmaction - INFO - Epoch [50][3700/3757] lr: 9.123e-02, eta: 7 days, 12:10:31, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5797, loss_cls: 3.0832, loss: 3.0832, grad_norm: 2.1866 2020-07-25 15:35:04,383 - mmaction - INFO - Epoch [50][3720/3757] lr: 9.123e-02, eta: 7 days, 12:10:06, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5813, loss_cls: 3.0776, loss: 3.0776, grad_norm: 2.2391 2020-07-25 15:35:20,160 - mmaction - INFO - Epoch [50][3740/3757] lr: 9.123e-02, eta: 7 days, 12:09:40, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5703, loss_cls: 3.1756, loss: 3.1756, grad_norm: 2.2626 2020-07-25 15:38:50,338 - mmaction - INFO - Epoch [51][20/3757] lr: 9.088e-02, eta: 7 days, 12:33:45, time: 9.435, data_time: 8.530, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5687, loss_cls: 3.1857, loss: 3.1857, grad_norm: 2.2334 2020-07-25 15:39:06,097 - mmaction - INFO - Epoch [51][40/3757] lr: 9.088e-02, eta: 7 days, 12:33:19, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5906, loss_cls: 2.9937, loss: 2.9937, grad_norm: 2.2292 2020-07-25 15:39:22,035 - mmaction - INFO - Epoch [51][60/3757] lr: 9.088e-02, eta: 7 days, 12:32:54, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5852, loss_cls: 3.0835, loss: 3.0835, grad_norm: 2.2311 2020-07-25 15:39:37,819 - mmaction - INFO - Epoch [51][80/3757] lr: 9.088e-02, eta: 7 days, 12:32:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.0892, loss: 3.0892, grad_norm: 2.2165 2020-07-25 15:39:53,696 - mmaction - INFO - Epoch [51][100/3757] lr: 9.088e-02, eta: 7 days, 12:32:02, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5758, loss_cls: 3.0796, loss: 3.0796, grad_norm: 2.2262 2020-07-25 15:40:09,535 - mmaction - INFO - Epoch [51][120/3757] lr: 9.088e-02, eta: 7 days, 12:31:37, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5836, loss_cls: 3.1296, loss: 3.1296, grad_norm: 2.1763 2020-07-25 15:40:25,314 - mmaction - INFO - Epoch [51][140/3757] lr: 9.088e-02, eta: 7 days, 12:31:10, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5938, loss_cls: 3.0248, loss: 3.0248, grad_norm: 2.2243 2020-07-25 15:40:41,049 - mmaction - INFO - Epoch [51][160/3757] lr: 9.088e-02, eta: 7 days, 12:30:44, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5719, loss_cls: 3.1442, loss: 3.1442, grad_norm: 2.2141 2020-07-25 15:40:56,795 - mmaction - INFO - Epoch [51][180/3757] lr: 9.088e-02, eta: 7 days, 12:30:17, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5836, loss_cls: 3.1049, loss: 3.1049, grad_norm: 2.2714 2020-07-25 15:41:12,627 - mmaction - INFO - Epoch [51][200/3757] lr: 9.088e-02, eta: 7 days, 12:29:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5648, loss_cls: 3.1221, loss: 3.1221, grad_norm: 2.3501 2020-07-25 15:41:28,498 - mmaction - INFO - Epoch [51][220/3757] lr: 9.088e-02, eta: 7 days, 12:29:26, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5844, loss_cls: 2.9762, loss: 2.9762, grad_norm: 2.1890 2020-07-25 15:41:44,289 - mmaction - INFO - Epoch [51][240/3757] lr: 9.088e-02, eta: 7 days, 12:29:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5844, loss_cls: 3.0775, loss: 3.0775, grad_norm: 2.2897 2020-07-25 15:42:00,030 - mmaction - INFO - Epoch [51][260/3757] lr: 9.088e-02, eta: 7 days, 12:28:33, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5633, loss_cls: 3.1277, loss: 3.1277, grad_norm: 2.1590 2020-07-25 15:42:15,817 - mmaction - INFO - Epoch [51][280/3757] lr: 9.088e-02, eta: 7 days, 12:28:07, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5938, loss_cls: 3.0507, loss: 3.0507, grad_norm: 2.3096 2020-07-25 15:42:31,649 - mmaction - INFO - Epoch [51][300/3757] lr: 9.088e-02, eta: 7 days, 12:27:41, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5852, loss_cls: 3.0755, loss: 3.0755, grad_norm: 2.2802 2020-07-25 15:42:47,445 - mmaction - INFO - Epoch [51][320/3757] lr: 9.088e-02, eta: 7 days, 12:27:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5891, loss_cls: 3.0970, loss: 3.0970, grad_norm: 2.2921 2020-07-25 15:43:03,243 - mmaction - INFO - Epoch [51][340/3757] lr: 9.088e-02, eta: 7 days, 12:26:49, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5719, loss_cls: 3.1578, loss: 3.1578, grad_norm: 2.3032 2020-07-25 15:43:19,040 - mmaction - INFO - Epoch [51][360/3757] lr: 9.088e-02, eta: 7 days, 12:26:23, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.2859, top5_acc: 0.5773, loss_cls: 3.1334, loss: 3.1334, grad_norm: 2.2934 2020-07-25 15:43:34,816 - mmaction - INFO - Epoch [51][380/3757] lr: 9.088e-02, eta: 7 days, 12:25:57, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5789, loss_cls: 3.0783, loss: 3.0783, grad_norm: 2.2084 2020-07-25 15:43:50,632 - mmaction - INFO - Epoch [51][400/3757] lr: 9.088e-02, eta: 7 days, 12:25:31, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5742, loss_cls: 3.1600, loss: 3.1600, grad_norm: 2.2962 2020-07-25 15:44:06,452 - mmaction - INFO - Epoch [51][420/3757] lr: 9.088e-02, eta: 7 days, 12:25:05, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5852, loss_cls: 3.1201, loss: 3.1201, grad_norm: 2.2185 2020-07-25 15:44:22,251 - mmaction - INFO - Epoch [51][440/3757] lr: 9.088e-02, eta: 7 days, 12:24:39, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5969, loss_cls: 2.9856, loss: 2.9856, grad_norm: 2.1793 2020-07-25 15:44:38,113 - mmaction - INFO - Epoch [51][460/3757] lr: 9.088e-02, eta: 7 days, 12:24:13, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5563, loss_cls: 3.1550, loss: 3.1550, grad_norm: 2.2380 2020-07-25 15:44:53,847 - mmaction - INFO - Epoch [51][480/3757] lr: 9.088e-02, eta: 7 days, 12:23:47, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5984, loss_cls: 3.0268, loss: 3.0268, grad_norm: 2.2674 2020-07-25 15:45:09,648 - mmaction - INFO - Epoch [51][500/3757] lr: 9.088e-02, eta: 7 days, 12:23:21, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5930, loss_cls: 3.0295, loss: 3.0295, grad_norm: 2.2554 2020-07-25 15:45:25,432 - mmaction - INFO - Epoch [51][520/3757] lr: 9.088e-02, eta: 7 days, 12:22:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5797, loss_cls: 3.1875, loss: 3.1875, grad_norm: 2.2554 2020-07-25 15:45:41,157 - mmaction - INFO - Epoch [51][540/3757] lr: 9.088e-02, eta: 7 days, 12:22:28, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5641, loss_cls: 3.1894, loss: 3.1894, grad_norm: 2.2757 2020-07-25 15:45:57,101 - mmaction - INFO - Epoch [51][560/3757] lr: 9.088e-02, eta: 7 days, 12:22:03, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5594, loss_cls: 3.1805, loss: 3.1805, grad_norm: 2.1920 2020-07-25 15:46:12,925 - mmaction - INFO - Epoch [51][580/3757] lr: 9.088e-02, eta: 7 days, 12:21:37, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5836, loss_cls: 3.0741, loss: 3.0741, grad_norm: 2.2177 2020-07-25 15:46:28,558 - mmaction - INFO - Epoch [51][600/3757] lr: 9.088e-02, eta: 7 days, 12:21:10, time: 0.782, data_time: 0.001, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5914, loss_cls: 3.0794, loss: 3.0794, grad_norm: 2.2365 2020-07-25 15:46:44,608 - mmaction - INFO - Epoch [51][620/3757] lr: 9.088e-02, eta: 7 days, 12:20:46, time: 0.802, data_time: 0.016, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5672, loss_cls: 3.1929, loss: 3.1929, grad_norm: 2.2831 2020-07-25 15:47:00,415 - mmaction - INFO - Epoch [51][640/3757] lr: 9.088e-02, eta: 7 days, 12:20:20, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5734, loss_cls: 3.1226, loss: 3.1226, grad_norm: 2.1841 2020-07-25 15:47:16,221 - mmaction - INFO - Epoch [51][660/3757] lr: 9.088e-02, eta: 7 days, 12:19:54, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5898, loss_cls: 3.0001, loss: 3.0001, grad_norm: 2.2042 2020-07-25 15:47:31,893 - mmaction - INFO - Epoch [51][680/3757] lr: 9.088e-02, eta: 7 days, 12:19:27, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5734, loss_cls: 3.0499, loss: 3.0499, grad_norm: 2.2226 2020-07-25 15:47:47,741 - mmaction - INFO - Epoch [51][700/3757] lr: 9.088e-02, eta: 7 days, 12:19:01, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5797, loss_cls: 3.1298, loss: 3.1298, grad_norm: 2.2921 2020-07-25 15:48:03,580 - mmaction - INFO - Epoch [51][720/3757] lr: 9.088e-02, eta: 7 days, 12:18:36, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5906, loss_cls: 3.1130, loss: 3.1130, grad_norm: 2.3217 2020-07-25 15:48:19,429 - mmaction - INFO - Epoch [51][740/3757] lr: 9.088e-02, eta: 7 days, 12:18:10, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5602, loss_cls: 3.1521, loss: 3.1521, grad_norm: 2.2341 2020-07-25 15:48:35,246 - mmaction - INFO - Epoch [51][760/3757] lr: 9.088e-02, eta: 7 days, 12:17:45, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5820, loss_cls: 3.0719, loss: 3.0719, grad_norm: 2.1971 2020-07-25 15:48:51,118 - mmaction - INFO - Epoch [51][780/3757] lr: 9.088e-02, eta: 7 days, 12:17:19, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5875, loss_cls: 3.1119, loss: 3.1119, grad_norm: 2.2857 2020-07-25 15:49:07,033 - mmaction - INFO - Epoch [51][800/3757] lr: 9.088e-02, eta: 7 days, 12:16:54, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5672, loss_cls: 3.1955, loss: 3.1955, grad_norm: 2.2520 2020-07-25 15:49:22,862 - mmaction - INFO - Epoch [51][820/3757] lr: 9.088e-02, eta: 7 days, 12:16:29, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5469, loss_cls: 3.2764, loss: 3.2764, grad_norm: 2.2180 2020-07-25 15:49:38,698 - mmaction - INFO - Epoch [51][840/3757] lr: 9.088e-02, eta: 7 days, 12:16:03, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5617, loss_cls: 3.2308, loss: 3.2308, grad_norm: 2.1775 2020-07-25 15:49:54,495 - mmaction - INFO - Epoch [51][860/3757] lr: 9.088e-02, eta: 7 days, 12:15:37, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5781, loss_cls: 3.1063, loss: 3.1063, grad_norm: 2.2297 2020-07-25 15:50:10,281 - mmaction - INFO - Epoch [51][880/3757] lr: 9.088e-02, eta: 7 days, 12:15:11, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5703, loss_cls: 3.2460, loss: 3.2460, grad_norm: 2.2737 2020-07-25 15:50:26,120 - mmaction - INFO - Epoch [51][900/3757] lr: 9.088e-02, eta: 7 days, 12:14:45, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5828, loss_cls: 3.0175, loss: 3.0175, grad_norm: 2.1941 2020-07-25 15:50:41,991 - mmaction - INFO - Epoch [51][920/3757] lr: 9.088e-02, eta: 7 days, 12:14:20, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.0877, loss: 3.0877, grad_norm: 2.2550 2020-07-25 15:50:57,761 - mmaction - INFO - Epoch [51][940/3757] lr: 9.088e-02, eta: 7 days, 12:13:54, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5516, loss_cls: 3.2362, loss: 3.2362, grad_norm: 2.2889 2020-07-25 15:51:13,605 - mmaction - INFO - Epoch [51][960/3757] lr: 9.088e-02, eta: 7 days, 12:13:28, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5797, loss_cls: 3.1174, loss: 3.1174, grad_norm: 2.2495 2020-07-25 15:51:29,454 - mmaction - INFO - Epoch [51][980/3757] lr: 9.088e-02, eta: 7 days, 12:13:03, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5789, loss_cls: 3.1147, loss: 3.1147, grad_norm: 2.2451 2020-07-25 15:51:45,319 - mmaction - INFO - Epoch [51][1000/3757] lr: 9.088e-02, eta: 7 days, 12:12:38, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5617, loss_cls: 3.1653, loss: 3.1653, grad_norm: 2.2406 2020-07-25 15:52:01,106 - mmaction - INFO - Epoch [51][1020/3757] lr: 9.088e-02, eta: 7 days, 12:12:12, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5602, loss_cls: 3.1916, loss: 3.1916, grad_norm: 2.2675 2020-07-25 15:52:16,950 - mmaction - INFO - Epoch [51][1040/3757] lr: 9.088e-02, eta: 7 days, 12:11:46, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5883, loss_cls: 3.1208, loss: 3.1208, grad_norm: 2.2096 2020-07-25 15:52:32,768 - mmaction - INFO - Epoch [51][1060/3757] lr: 9.088e-02, eta: 7 days, 12:11:20, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5656, loss_cls: 3.1301, loss: 3.1301, grad_norm: 2.2498 2020-07-25 15:52:48,557 - mmaction - INFO - Epoch [51][1080/3757] lr: 9.088e-02, eta: 7 days, 12:10:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5898, loss_cls: 3.1163, loss: 3.1163, grad_norm: 2.1767 2020-07-25 15:53:04,437 - mmaction - INFO - Epoch [51][1100/3757] lr: 9.088e-02, eta: 7 days, 12:10:29, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5805, loss_cls: 3.1559, loss: 3.1559, grad_norm: 2.2396 2020-07-25 15:53:20,295 - mmaction - INFO - Epoch [51][1120/3757] lr: 9.088e-02, eta: 7 days, 12:10:04, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5609, loss_cls: 3.1141, loss: 3.1141, grad_norm: 2.2059 2020-07-25 15:53:36,180 - mmaction - INFO - Epoch [51][1140/3757] lr: 9.088e-02, eta: 7 days, 12:09:39, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.0868, loss: 3.0868, grad_norm: 2.2549 2020-07-25 15:53:51,988 - mmaction - INFO - Epoch [51][1160/3757] lr: 9.088e-02, eta: 7 days, 12:09:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5664, loss_cls: 3.1436, loss: 3.1436, grad_norm: 2.2591 2020-07-25 15:54:07,796 - mmaction - INFO - Epoch [51][1180/3757] lr: 9.088e-02, eta: 7 days, 12:08:47, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5883, loss_cls: 3.0482, loss: 3.0482, grad_norm: 2.2126 2020-07-25 15:54:23,607 - mmaction - INFO - Epoch [51][1200/3757] lr: 9.088e-02, eta: 7 days, 12:08:22, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5906, loss_cls: 3.0230, loss: 3.0230, grad_norm: 2.2291 2020-07-25 15:54:39,433 - mmaction - INFO - Epoch [51][1220/3757] lr: 9.088e-02, eta: 7 days, 12:07:56, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5758, loss_cls: 3.1500, loss: 3.1500, grad_norm: 2.2881 2020-07-25 15:54:55,256 - mmaction - INFO - Epoch [51][1240/3757] lr: 9.088e-02, eta: 7 days, 12:07:30, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5797, loss_cls: 3.1241, loss: 3.1241, grad_norm: 2.2302 2020-07-25 15:55:11,086 - mmaction - INFO - Epoch [51][1260/3757] lr: 9.088e-02, eta: 7 days, 12:07:05, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5633, loss_cls: 3.1569, loss: 3.1569, grad_norm: 2.1603 2020-07-25 15:55:26,847 - mmaction - INFO - Epoch [51][1280/3757] lr: 9.088e-02, eta: 7 days, 12:06:38, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5602, loss_cls: 3.1690, loss: 3.1690, grad_norm: 2.1861 2020-07-25 15:55:42,864 - mmaction - INFO - Epoch [51][1300/3757] lr: 9.088e-02, eta: 7 days, 12:06:15, time: 0.801, data_time: 0.013, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5563, loss_cls: 3.2313, loss: 3.2313, grad_norm: 2.2170 2020-07-25 15:55:58,655 - mmaction - INFO - Epoch [51][1320/3757] lr: 9.088e-02, eta: 7 days, 12:05:49, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5625, loss_cls: 3.1945, loss: 3.1945, grad_norm: 2.2535 2020-07-25 15:56:14,447 - mmaction - INFO - Epoch [51][1340/3757] lr: 9.088e-02, eta: 7 days, 12:05:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5805, loss_cls: 3.0251, loss: 3.0251, grad_norm: 2.2502 2020-07-25 15:56:30,241 - mmaction - INFO - Epoch [51][1360/3757] lr: 9.088e-02, eta: 7 days, 12:04:57, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5531, loss_cls: 3.2034, loss: 3.2034, grad_norm: 2.3021 2020-07-25 15:56:46,002 - mmaction - INFO - Epoch [51][1380/3757] lr: 9.088e-02, eta: 7 days, 12:04:31, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5930, loss_cls: 3.0933, loss: 3.0933, grad_norm: 2.2143 2020-07-25 15:57:01,807 - mmaction - INFO - Epoch [51][1400/3757] lr: 9.088e-02, eta: 7 days, 12:04:05, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5773, loss_cls: 3.0697, loss: 3.0697, grad_norm: 2.2345 2020-07-25 15:57:17,874 - mmaction - INFO - Epoch [51][1420/3757] lr: 9.088e-02, eta: 7 days, 12:03:42, time: 0.804, data_time: 0.015, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5797, loss_cls: 3.0787, loss: 3.0787, grad_norm: 2.2634 2020-07-25 15:57:33,669 - mmaction - INFO - Epoch [51][1440/3757] lr: 9.088e-02, eta: 7 days, 12:03:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5734, loss_cls: 3.0981, loss: 3.0981, grad_norm: 2.2383 2020-07-25 15:57:49,451 - mmaction - INFO - Epoch [51][1460/3757] lr: 9.088e-02, eta: 7 days, 12:02:50, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5578, loss_cls: 3.1790, loss: 3.1790, grad_norm: 2.2341 2020-07-25 15:58:05,278 - mmaction - INFO - Epoch [51][1480/3757] lr: 9.088e-02, eta: 7 days, 12:02:24, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5648, loss_cls: 3.2018, loss: 3.2018, grad_norm: 2.2551 2020-07-25 15:58:21,063 - mmaction - INFO - Epoch [51][1500/3757] lr: 9.088e-02, eta: 7 days, 12:01:58, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5758, loss_cls: 3.1293, loss: 3.1293, grad_norm: 2.2164 2020-07-25 15:58:36,887 - mmaction - INFO - Epoch [51][1520/3757] lr: 9.088e-02, eta: 7 days, 12:01:33, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5867, loss_cls: 3.0868, loss: 3.0868, grad_norm: 2.2265 2020-07-25 15:58:52,868 - mmaction - INFO - Epoch [51][1540/3757] lr: 9.088e-02, eta: 7 days, 12:01:09, time: 0.800, data_time: 0.010, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5687, loss_cls: 3.2034, loss: 3.2034, grad_norm: 2.3046 2020-07-25 15:59:08,791 - mmaction - INFO - Epoch [51][1560/3757] lr: 9.088e-02, eta: 7 days, 12:00:44, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5617, loss_cls: 3.1689, loss: 3.1689, grad_norm: 2.2059 2020-07-25 15:59:24,566 - mmaction - INFO - Epoch [51][1580/3757] lr: 9.088e-02, eta: 7 days, 12:00:18, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5750, loss_cls: 3.1039, loss: 3.1039, grad_norm: 2.1946 2020-07-25 15:59:40,424 - mmaction - INFO - Epoch [51][1600/3757] lr: 9.088e-02, eta: 7 days, 11:59:53, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5625, loss_cls: 3.1492, loss: 3.1492, grad_norm: 2.2687 2020-07-25 15:59:56,193 - mmaction - INFO - Epoch [51][1620/3757] lr: 9.088e-02, eta: 7 days, 11:59:27, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5945, loss_cls: 3.0600, loss: 3.0600, grad_norm: 2.2421 2020-07-25 16:00:16,674 - mmaction - INFO - Epoch [51][1640/3757] lr: 9.088e-02, eta: 7 days, 11:59:43, time: 1.022, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5805, loss_cls: 3.0982, loss: 3.0982, grad_norm: 2.2702 2020-07-25 16:00:32,573 - mmaction - INFO - Epoch [51][1660/3757] lr: 9.088e-02, eta: 7 days, 11:59:19, time: 0.798, data_time: 0.007, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5852, loss_cls: 3.1083, loss: 3.1083, grad_norm: 2.1812 2020-07-25 16:00:48,380 - mmaction - INFO - Epoch [51][1680/3757] lr: 9.088e-02, eta: 7 days, 11:58:53, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5727, loss_cls: 3.1053, loss: 3.1053, grad_norm: 2.1747 2020-07-25 16:01:04,139 - mmaction - INFO - Epoch [51][1700/3757] lr: 9.088e-02, eta: 7 days, 11:58:27, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5539, loss_cls: 3.1673, loss: 3.1673, grad_norm: 2.2583 2020-07-25 16:01:19,992 - mmaction - INFO - Epoch [51][1720/3757] lr: 9.088e-02, eta: 7 days, 11:58:02, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5875, loss_cls: 3.0624, loss: 3.0624, grad_norm: 2.2121 2020-07-25 16:01:35,793 - mmaction - INFO - Epoch [51][1740/3757] lr: 9.088e-02, eta: 7 days, 11:57:36, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5820, loss_cls: 3.0968, loss: 3.0968, grad_norm: 2.2763 2020-07-25 16:01:51,636 - mmaction - INFO - Epoch [51][1760/3757] lr: 9.088e-02, eta: 7 days, 11:57:11, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5844, loss_cls: 3.1065, loss: 3.1065, grad_norm: 2.2943 2020-07-25 16:02:07,504 - mmaction - INFO - Epoch [51][1780/3757] lr: 9.088e-02, eta: 7 days, 11:56:46, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5828, loss_cls: 3.0980, loss: 3.0980, grad_norm: 2.2399 2020-07-25 16:02:23,265 - mmaction - INFO - Epoch [51][1800/3757] lr: 9.088e-02, eta: 7 days, 11:56:20, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5516, loss_cls: 3.1403, loss: 3.1403, grad_norm: 2.2415 2020-07-25 16:02:39,094 - mmaction - INFO - Epoch [51][1820/3757] lr: 9.088e-02, eta: 7 days, 11:55:54, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5906, loss_cls: 3.0787, loss: 3.0787, grad_norm: 2.2134 2020-07-25 16:02:54,914 - mmaction - INFO - Epoch [51][1840/3757] lr: 9.088e-02, eta: 7 days, 11:55:29, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5938, loss_cls: 3.0083, loss: 3.0083, grad_norm: 2.2132 2020-07-25 16:03:10,803 - mmaction - INFO - Epoch [51][1860/3757] lr: 9.088e-02, eta: 7 days, 11:55:04, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5641, loss_cls: 3.1611, loss: 3.1611, grad_norm: 2.2546 2020-07-25 16:03:26,591 - mmaction - INFO - Epoch [51][1880/3757] lr: 9.088e-02, eta: 7 days, 11:54:38, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5586, loss_cls: 3.1826, loss: 3.1826, grad_norm: 2.2798 2020-07-25 16:03:42,333 - mmaction - INFO - Epoch [51][1900/3757] lr: 9.088e-02, eta: 7 days, 11:54:12, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5617, loss_cls: 3.1831, loss: 3.1831, grad_norm: 2.1898 2020-07-25 16:03:58,173 - mmaction - INFO - Epoch [51][1920/3757] lr: 9.088e-02, eta: 7 days, 11:53:46, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5711, loss_cls: 3.1966, loss: 3.1966, grad_norm: 2.2269 2020-07-25 16:04:13,953 - mmaction - INFO - Epoch [51][1940/3757] lr: 9.088e-02, eta: 7 days, 11:53:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2914, top5_acc: 0.5508, loss_cls: 3.3078, loss: 3.3078, grad_norm: 2.2218 2020-07-25 16:04:29,760 - mmaction - INFO - Epoch [51][1960/3757] lr: 9.088e-02, eta: 7 days, 11:52:55, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5969, loss_cls: 3.0030, loss: 3.0030, grad_norm: 2.1794 2020-07-25 16:04:45,618 - mmaction - INFO - Epoch [51][1980/3757] lr: 9.088e-02, eta: 7 days, 11:52:30, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5695, loss_cls: 3.1042, loss: 3.1042, grad_norm: 2.2514 2020-07-25 16:05:01,367 - mmaction - INFO - Epoch [51][2000/3757] lr: 9.088e-02, eta: 7 days, 11:52:04, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5797, loss_cls: 3.0793, loss: 3.0793, grad_norm: 2.2198 2020-07-25 16:05:17,193 - mmaction - INFO - Epoch [51][2020/3757] lr: 9.088e-02, eta: 7 days, 11:51:38, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5687, loss_cls: 3.1293, loss: 3.1293, grad_norm: 2.2683 2020-07-25 16:05:32,993 - mmaction - INFO - Epoch [51][2040/3757] lr: 9.088e-02, eta: 7 days, 11:51:12, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5758, loss_cls: 3.1591, loss: 3.1591, grad_norm: 2.2527 2020-07-25 16:05:48,858 - mmaction - INFO - Epoch [51][2060/3757] lr: 9.088e-02, eta: 7 days, 11:50:47, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6039, loss_cls: 2.9915, loss: 2.9915, grad_norm: 2.1974 2020-07-25 16:06:04,739 - mmaction - INFO - Epoch [51][2080/3757] lr: 9.088e-02, eta: 7 days, 11:50:22, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5734, loss_cls: 3.1121, loss: 3.1121, grad_norm: 2.2843 2020-07-25 16:06:20,579 - mmaction - INFO - Epoch [51][2100/3757] lr: 9.088e-02, eta: 7 days, 11:49:57, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5586, loss_cls: 3.1587, loss: 3.1587, grad_norm: 2.1627 2020-07-25 16:06:36,373 - mmaction - INFO - Epoch [51][2120/3757] lr: 9.088e-02, eta: 7 days, 11:49:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5609, loss_cls: 3.1950, loss: 3.1950, grad_norm: 2.2430 2020-07-25 16:06:52,153 - mmaction - INFO - Epoch [51][2140/3757] lr: 9.088e-02, eta: 7 days, 11:49:06, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5680, loss_cls: 3.1499, loss: 3.1499, grad_norm: 2.2307 2020-07-25 16:07:07,968 - mmaction - INFO - Epoch [51][2160/3757] lr: 9.088e-02, eta: 7 days, 11:48:40, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5539, loss_cls: 3.1352, loss: 3.1352, grad_norm: 2.2225 2020-07-25 16:07:23,724 - mmaction - INFO - Epoch [51][2180/3757] lr: 9.088e-02, eta: 7 days, 11:48:14, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5930, loss_cls: 3.0815, loss: 3.0815, grad_norm: 2.2515 2020-07-25 16:07:39,509 - mmaction - INFO - Epoch [51][2200/3757] lr: 9.088e-02, eta: 7 days, 11:47:48, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5820, loss_cls: 3.0788, loss: 3.0788, grad_norm: 2.2886 2020-07-25 16:07:55,327 - mmaction - INFO - Epoch [51][2220/3757] lr: 9.088e-02, eta: 7 days, 11:47:23, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5789, loss_cls: 3.1291, loss: 3.1291, grad_norm: 2.2912 2020-07-25 16:08:11,203 - mmaction - INFO - Epoch [51][2240/3757] lr: 9.088e-02, eta: 7 days, 11:46:58, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5828, loss_cls: 3.0657, loss: 3.0657, grad_norm: 2.2360 2020-07-25 16:08:27,078 - mmaction - INFO - Epoch [51][2260/3757] lr: 9.088e-02, eta: 7 days, 11:46:33, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5945, loss_cls: 3.0519, loss: 3.0519, grad_norm: 2.3418 2020-07-25 16:08:42,925 - mmaction - INFO - Epoch [51][2280/3757] lr: 9.088e-02, eta: 7 days, 11:46:08, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5414, loss_cls: 3.2711, loss: 3.2711, grad_norm: 2.2545 2020-07-25 16:08:58,748 - mmaction - INFO - Epoch [51][2300/3757] lr: 9.088e-02, eta: 7 days, 11:45:42, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5602, loss_cls: 3.1686, loss: 3.1686, grad_norm: 2.2135 2020-07-25 16:09:14,569 - mmaction - INFO - Epoch [51][2320/3757] lr: 9.088e-02, eta: 7 days, 11:45:17, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5828, loss_cls: 3.0992, loss: 3.0992, grad_norm: 2.2650 2020-07-25 16:09:30,422 - mmaction - INFO - Epoch [51][2340/3757] lr: 9.088e-02, eta: 7 days, 11:44:52, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5961, loss_cls: 3.0570, loss: 3.0570, grad_norm: 2.2119 2020-07-25 16:09:46,197 - mmaction - INFO - Epoch [51][2360/3757] lr: 9.088e-02, eta: 7 days, 11:44:26, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5398, loss_cls: 3.2574, loss: 3.2574, grad_norm: 2.2615 2020-07-25 16:10:02,015 - mmaction - INFO - Epoch [51][2380/3757] lr: 9.088e-02, eta: 7 days, 11:44:00, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5648, loss_cls: 3.1718, loss: 3.1718, grad_norm: 2.3281 2020-07-25 16:10:17,796 - mmaction - INFO - Epoch [51][2400/3757] lr: 9.088e-02, eta: 7 days, 11:43:35, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5789, loss_cls: 3.1143, loss: 3.1143, grad_norm: 2.2536 2020-07-25 16:10:33,637 - mmaction - INFO - Epoch [51][2420/3757] lr: 9.088e-02, eta: 7 days, 11:43:09, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5727, loss_cls: 3.1417, loss: 3.1417, grad_norm: 2.2646 2020-07-25 16:10:49,486 - mmaction - INFO - Epoch [51][2440/3757] lr: 9.088e-02, eta: 7 days, 11:42:44, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5820, loss_cls: 3.0997, loss: 3.0997, grad_norm: 2.2302 2020-07-25 16:11:05,368 - mmaction - INFO - Epoch [51][2460/3757] lr: 9.088e-02, eta: 7 days, 11:42:19, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5531, loss_cls: 3.1994, loss: 3.1994, grad_norm: 2.2713 2020-07-25 16:11:21,245 - mmaction - INFO - Epoch [51][2480/3757] lr: 9.088e-02, eta: 7 days, 11:41:55, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5727, loss_cls: 3.1344, loss: 3.1344, grad_norm: 2.2147 2020-07-25 16:11:36,946 - mmaction - INFO - Epoch [51][2500/3757] lr: 9.088e-02, eta: 7 days, 11:41:28, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5805, loss_cls: 3.1702, loss: 3.1702, grad_norm: 2.2130 2020-07-25 16:11:52,688 - mmaction - INFO - Epoch [51][2520/3757] lr: 9.088e-02, eta: 7 days, 11:41:02, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5617, loss_cls: 3.2122, loss: 3.2122, grad_norm: 2.2990 2020-07-25 16:12:08,496 - mmaction - INFO - Epoch [51][2540/3757] lr: 9.088e-02, eta: 7 days, 11:40:37, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5797, loss_cls: 3.0631, loss: 3.0631, grad_norm: 2.1635 2020-07-25 16:12:24,324 - mmaction - INFO - Epoch [51][2560/3757] lr: 9.088e-02, eta: 7 days, 11:40:11, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5891, loss_cls: 3.1002, loss: 3.1002, grad_norm: 2.2849 2020-07-25 16:12:40,205 - mmaction - INFO - Epoch [51][2580/3757] lr: 9.088e-02, eta: 7 days, 11:39:46, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5820, loss_cls: 3.1405, loss: 3.1405, grad_norm: 2.2337 2020-07-25 16:12:55,973 - mmaction - INFO - Epoch [51][2600/3757] lr: 9.088e-02, eta: 7 days, 11:39:21, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5570, loss_cls: 3.1891, loss: 3.1891, grad_norm: 2.3069 2020-07-25 16:13:11,825 - mmaction - INFO - Epoch [51][2620/3757] lr: 9.088e-02, eta: 7 days, 11:38:55, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5703, loss_cls: 3.1479, loss: 3.1479, grad_norm: 2.2483 2020-07-25 16:13:27,714 - mmaction - INFO - Epoch [51][2640/3757] lr: 9.088e-02, eta: 7 days, 11:38:31, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5617, loss_cls: 3.1656, loss: 3.1656, grad_norm: 2.2730 2020-07-25 16:13:43,473 - mmaction - INFO - Epoch [51][2660/3757] lr: 9.088e-02, eta: 7 days, 11:38:05, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5609, loss_cls: 3.2067, loss: 3.2067, grad_norm: 2.2574 2020-07-25 16:13:59,256 - mmaction - INFO - Epoch [51][2680/3757] lr: 9.088e-02, eta: 7 days, 11:37:39, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5563, loss_cls: 3.2870, loss: 3.2870, grad_norm: 2.2699 2020-07-25 16:14:15,110 - mmaction - INFO - Epoch [51][2700/3757] lr: 9.088e-02, eta: 7 days, 11:37:14, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5656, loss_cls: 3.1281, loss: 3.1281, grad_norm: 2.2349 2020-07-25 16:14:30,850 - mmaction - INFO - Epoch [51][2720/3757] lr: 9.088e-02, eta: 7 days, 11:36:48, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5797, loss_cls: 3.1042, loss: 3.1042, grad_norm: 2.2375 2020-07-25 16:14:46,655 - mmaction - INFO - Epoch [51][2740/3757] lr: 9.088e-02, eta: 7 days, 11:36:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5586, loss_cls: 3.1991, loss: 3.1991, grad_norm: 2.2177 2020-07-25 16:15:02,539 - mmaction - INFO - Epoch [51][2760/3757] lr: 9.088e-02, eta: 7 days, 11:35:58, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5680, loss_cls: 3.1634, loss: 3.1634, grad_norm: 2.2729 2020-07-25 16:15:18,281 - mmaction - INFO - Epoch [51][2780/3757] lr: 9.088e-02, eta: 7 days, 11:35:32, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6000, loss_cls: 2.9871, loss: 2.9871, grad_norm: 2.2288 2020-07-25 16:15:34,063 - mmaction - INFO - Epoch [51][2800/3757] lr: 9.088e-02, eta: 7 days, 11:35:06, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5797, loss_cls: 3.0981, loss: 3.0981, grad_norm: 2.2517 2020-07-25 16:15:49,853 - mmaction - INFO - Epoch [51][2820/3757] lr: 9.088e-02, eta: 7 days, 11:34:41, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5664, loss_cls: 3.0701, loss: 3.0701, grad_norm: 2.2537 2020-07-25 16:16:05,729 - mmaction - INFO - Epoch [51][2840/3757] lr: 9.088e-02, eta: 7 days, 11:34:16, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5773, loss_cls: 3.0534, loss: 3.0534, grad_norm: 2.2513 2020-07-25 16:16:21,577 - mmaction - INFO - Epoch [51][2860/3757] lr: 9.088e-02, eta: 7 days, 11:33:51, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5711, loss_cls: 3.0791, loss: 3.0791, grad_norm: 2.2717 2020-07-25 16:16:37,379 - mmaction - INFO - Epoch [51][2880/3757] lr: 9.088e-02, eta: 7 days, 11:33:25, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5656, loss_cls: 3.1821, loss: 3.1821, grad_norm: 2.2629 2020-07-25 16:16:53,058 - mmaction - INFO - Epoch [51][2900/3757] lr: 9.088e-02, eta: 7 days, 11:32:59, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5781, loss_cls: 3.1287, loss: 3.1287, grad_norm: 2.2706 2020-07-25 16:17:08,822 - mmaction - INFO - Epoch [51][2920/3757] lr: 9.088e-02, eta: 7 days, 11:32:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5672, loss_cls: 3.1719, loss: 3.1719, grad_norm: 2.2929 2020-07-25 16:17:24,587 - mmaction - INFO - Epoch [51][2940/3757] lr: 9.088e-02, eta: 7 days, 11:32:07, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5992, loss_cls: 3.0126, loss: 3.0126, grad_norm: 2.2561 2020-07-25 16:17:40,366 - mmaction - INFO - Epoch [51][2960/3757] lr: 9.088e-02, eta: 7 days, 11:31:41, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5797, loss_cls: 3.0837, loss: 3.0837, grad_norm: 2.2640 2020-07-25 16:17:56,161 - mmaction - INFO - Epoch [51][2980/3757] lr: 9.088e-02, eta: 7 days, 11:31:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5852, loss_cls: 3.1107, loss: 3.1107, grad_norm: 2.2937 2020-07-25 16:18:11,988 - mmaction - INFO - Epoch [51][3000/3757] lr: 9.088e-02, eta: 7 days, 11:30:51, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5672, loss_cls: 3.1374, loss: 3.1374, grad_norm: 2.2546 2020-07-25 16:18:28,143 - mmaction - INFO - Epoch [51][3020/3757] lr: 9.088e-02, eta: 7 days, 11:30:29, time: 0.808, data_time: 0.023, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5844, loss_cls: 3.0862, loss: 3.0862, grad_norm: 2.2301 2020-07-25 16:18:44,298 - mmaction - INFO - Epoch [51][3040/3757] lr: 9.088e-02, eta: 7 days, 11:30:06, time: 0.808, data_time: 0.018, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5703, loss_cls: 3.1067, loss: 3.1067, grad_norm: 2.1991 2020-07-25 16:19:00,427 - mmaction - INFO - Epoch [51][3060/3757] lr: 9.088e-02, eta: 7 days, 11:29:44, time: 0.806, data_time: 0.022, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5859, loss_cls: 3.0560, loss: 3.0560, grad_norm: 2.2756 2020-07-25 16:19:16,640 - mmaction - INFO - Epoch [51][3080/3757] lr: 9.088e-02, eta: 7 days, 11:29:22, time: 0.811, data_time: 0.017, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5711, loss_cls: 3.1546, loss: 3.1546, grad_norm: 2.2335 2020-07-25 16:19:32,580 - mmaction - INFO - Epoch [51][3100/3757] lr: 9.088e-02, eta: 7 days, 11:28:58, time: 0.796, data_time: 0.010, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5680, loss_cls: 3.1117, loss: 3.1117, grad_norm: 2.2042 2020-07-25 16:19:48,663 - mmaction - INFO - Epoch [51][3120/3757] lr: 9.088e-02, eta: 7 days, 11:28:35, time: 0.805, data_time: 0.013, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5766, loss_cls: 3.1656, loss: 3.1656, grad_norm: 2.2729 2020-07-25 16:20:05,185 - mmaction - INFO - Epoch [51][3140/3757] lr: 9.088e-02, eta: 7 days, 11:28:16, time: 0.826, data_time: 0.024, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5633, loss_cls: 3.1801, loss: 3.1801, grad_norm: 2.2619 2020-07-25 16:20:20,985 - mmaction - INFO - Epoch [51][3160/3757] lr: 9.088e-02, eta: 7 days, 11:27:51, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5766, loss_cls: 3.1269, loss: 3.1269, grad_norm: 2.3093 2020-07-25 16:20:36,873 - mmaction - INFO - Epoch [51][3180/3757] lr: 9.088e-02, eta: 7 days, 11:27:26, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6008, loss_cls: 3.0530, loss: 3.0530, grad_norm: 2.2258 2020-07-25 16:20:52,628 - mmaction - INFO - Epoch [51][3200/3757] lr: 9.088e-02, eta: 7 days, 11:27:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5672, loss_cls: 3.1593, loss: 3.1593, grad_norm: 2.2721 2020-07-25 16:21:08,527 - mmaction - INFO - Epoch [51][3220/3757] lr: 9.088e-02, eta: 7 days, 11:26:36, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5727, loss_cls: 3.1940, loss: 3.1940, grad_norm: 2.3229 2020-07-25 16:21:24,750 - mmaction - INFO - Epoch [51][3240/3757] lr: 9.088e-02, eta: 7 days, 11:26:14, time: 0.811, data_time: 0.023, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5742, loss_cls: 3.1413, loss: 3.1413, grad_norm: 2.2625 2020-07-25 16:21:41,183 - mmaction - INFO - Epoch [51][3260/3757] lr: 9.088e-02, eta: 7 days, 11:25:54, time: 0.822, data_time: 0.018, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5727, loss_cls: 3.1145, loss: 3.1145, grad_norm: 2.2736 2020-07-25 16:21:57,046 - mmaction - INFO - Epoch [51][3280/3757] lr: 9.088e-02, eta: 7 days, 11:25:29, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5805, loss_cls: 3.1157, loss: 3.1157, grad_norm: 2.2700 2020-07-25 16:22:13,285 - mmaction - INFO - Epoch [51][3300/3757] lr: 9.088e-02, eta: 7 days, 11:25:08, time: 0.812, data_time: 0.024, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5898, loss_cls: 3.0601, loss: 3.0601, grad_norm: 2.2348 2020-07-25 16:22:29,089 - mmaction - INFO - Epoch [51][3320/3757] lr: 9.088e-02, eta: 7 days, 11:24:43, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5563, loss_cls: 3.1036, loss: 3.1036, grad_norm: 2.1815 2020-07-25 16:22:44,935 - mmaction - INFO - Epoch [51][3340/3757] lr: 9.088e-02, eta: 7 days, 11:24:18, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5586, loss_cls: 3.1616, loss: 3.1616, grad_norm: 2.2212 2020-07-25 16:23:00,805 - mmaction - INFO - Epoch [51][3360/3757] lr: 9.088e-02, eta: 7 days, 11:23:53, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5906, loss_cls: 3.1005, loss: 3.1005, grad_norm: 2.2586 2020-07-25 16:23:16,687 - mmaction - INFO - Epoch [51][3380/3757] lr: 9.088e-02, eta: 7 days, 11:23:28, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5758, loss_cls: 3.1498, loss: 3.1498, grad_norm: 2.3102 2020-07-25 16:23:32,467 - mmaction - INFO - Epoch [51][3400/3757] lr: 9.088e-02, eta: 7 days, 11:23:03, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.1910, loss: 3.1910, grad_norm: 2.2232 2020-07-25 16:23:48,258 - mmaction - INFO - Epoch [51][3420/3757] lr: 9.088e-02, eta: 7 days, 11:22:37, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5820, loss_cls: 3.0433, loss: 3.0433, grad_norm: 2.3149 2020-07-25 16:24:04,119 - mmaction - INFO - Epoch [51][3440/3757] lr: 9.088e-02, eta: 7 days, 11:22:12, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5664, loss_cls: 3.1850, loss: 3.1850, grad_norm: 2.3417 2020-07-25 16:24:20,130 - mmaction - INFO - Epoch [51][3460/3757] lr: 9.088e-02, eta: 7 days, 11:21:49, time: 0.801, data_time: 0.005, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5719, loss_cls: 3.1006, loss: 3.1006, grad_norm: 2.2370 2020-07-25 16:24:36,005 - mmaction - INFO - Epoch [51][3480/3757] lr: 9.088e-02, eta: 7 days, 11:21:24, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5773, loss_cls: 3.0734, loss: 3.0734, grad_norm: 2.2954 2020-07-25 16:24:51,905 - mmaction - INFO - Epoch [51][3500/3757] lr: 9.088e-02, eta: 7 days, 11:21:00, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5469, loss_cls: 3.2748, loss: 3.2748, grad_norm: 2.2881 2020-07-25 16:25:07,713 - mmaction - INFO - Epoch [51][3520/3757] lr: 9.088e-02, eta: 7 days, 11:20:34, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5680, loss_cls: 3.1561, loss: 3.1561, grad_norm: 2.2459 2020-07-25 16:25:23,501 - mmaction - INFO - Epoch [51][3540/3757] lr: 9.088e-02, eta: 7 days, 11:20:09, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5750, loss_cls: 3.1207, loss: 3.1207, grad_norm: 2.2657 2020-07-25 16:25:39,366 - mmaction - INFO - Epoch [51][3560/3757] lr: 9.088e-02, eta: 7 days, 11:19:44, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5680, loss_cls: 3.1037, loss: 3.1037, grad_norm: 2.2333 2020-07-25 16:25:55,185 - mmaction - INFO - Epoch [51][3580/3757] lr: 9.088e-02, eta: 7 days, 11:19:19, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5766, loss_cls: 3.1011, loss: 3.1011, grad_norm: 2.2552 2020-07-25 16:26:11,033 - mmaction - INFO - Epoch [51][3600/3757] lr: 9.088e-02, eta: 7 days, 11:18:54, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5633, loss_cls: 3.1915, loss: 3.1915, grad_norm: 2.2258 2020-07-25 16:26:26,811 - mmaction - INFO - Epoch [51][3620/3757] lr: 9.088e-02, eta: 7 days, 11:18:29, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5602, loss_cls: 3.1581, loss: 3.1581, grad_norm: 2.2185 2020-07-25 16:26:42,764 - mmaction - INFO - Epoch [51][3640/3757] lr: 9.088e-02, eta: 7 days, 11:18:05, time: 0.798, data_time: 0.002, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5742, loss_cls: 3.1414, loss: 3.1414, grad_norm: 2.3081 2020-07-25 16:26:58,551 - mmaction - INFO - Epoch [51][3660/3757] lr: 9.088e-02, eta: 7 days, 11:17:39, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5680, loss_cls: 3.1685, loss: 3.1685, grad_norm: 2.2433 2020-07-25 16:27:14,345 - mmaction - INFO - Epoch [51][3680/3757] lr: 9.088e-02, eta: 7 days, 11:17:14, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5930, loss_cls: 3.0732, loss: 3.0732, grad_norm: 2.2328 2020-07-25 16:27:30,179 - mmaction - INFO - Epoch [51][3700/3757] lr: 9.088e-02, eta: 7 days, 11:16:49, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5555, loss_cls: 3.1535, loss: 3.1535, grad_norm: 2.2835 2020-07-25 16:27:45,952 - mmaction - INFO - Epoch [51][3720/3757] lr: 9.088e-02, eta: 7 days, 11:16:23, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5547, loss_cls: 3.1634, loss: 3.1634, grad_norm: 2.1616 2020-07-25 16:28:01,830 - mmaction - INFO - Epoch [51][3740/3757] lr: 9.088e-02, eta: 7 days, 11:15:58, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5680, loss_cls: 3.0944, loss: 3.0944, grad_norm: 2.1934 2020-07-25 16:31:22,689 - mmaction - INFO - Epoch [52][20/3757] lr: 9.052e-02, eta: 7 days, 11:37:36, time: 9.005, data_time: 8.123, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5617, loss_cls: 3.1222, loss: 3.1222, grad_norm: 2.2386 2020-07-25 16:31:38,515 - mmaction - INFO - Epoch [52][40/3757] lr: 9.052e-02, eta: 7 days, 11:37:11, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5914, loss_cls: 3.0863, loss: 3.0863, grad_norm: 2.1920 2020-07-25 16:31:54,324 - mmaction - INFO - Epoch [52][60/3757] lr: 9.052e-02, eta: 7 days, 11:36:45, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5945, loss_cls: 3.0585, loss: 3.0585, grad_norm: 2.2633 2020-07-25 16:32:10,301 - mmaction - INFO - Epoch [52][80/3757] lr: 9.052e-02, eta: 7 days, 11:36:21, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5922, loss_cls: 3.0546, loss: 3.0546, grad_norm: 2.2187 2020-07-25 16:32:26,148 - mmaction - INFO - Epoch [52][100/3757] lr: 9.052e-02, eta: 7 days, 11:35:56, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5656, loss_cls: 3.1806, loss: 3.1806, grad_norm: 2.2473 2020-07-25 16:32:41,880 - mmaction - INFO - Epoch [52][120/3757] lr: 9.052e-02, eta: 7 days, 11:35:30, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5805, loss_cls: 3.0634, loss: 3.0634, grad_norm: 2.2416 2020-07-25 16:32:57,737 - mmaction - INFO - Epoch [52][140/3757] lr: 9.052e-02, eta: 7 days, 11:35:04, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5766, loss_cls: 3.1355, loss: 3.1355, grad_norm: 2.2384 2020-07-25 16:33:13,599 - mmaction - INFO - Epoch [52][160/3757] lr: 9.052e-02, eta: 7 days, 11:34:39, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5578, loss_cls: 3.1887, loss: 3.1887, grad_norm: 2.2678 2020-07-25 16:33:29,492 - mmaction - INFO - Epoch [52][180/3757] lr: 9.052e-02, eta: 7 days, 11:34:15, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5758, loss_cls: 3.0637, loss: 3.0637, grad_norm: 2.1486 2020-07-25 16:33:45,299 - mmaction - INFO - Epoch [52][200/3757] lr: 9.052e-02, eta: 7 days, 11:33:49, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5867, loss_cls: 3.0888, loss: 3.0888, grad_norm: 2.2200 2020-07-25 16:34:01,133 - mmaction - INFO - Epoch [52][220/3757] lr: 9.052e-02, eta: 7 days, 11:33:24, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5758, loss_cls: 3.0914, loss: 3.0914, grad_norm: 2.2203 2020-07-25 16:34:16,977 - mmaction - INFO - Epoch [52][240/3757] lr: 9.052e-02, eta: 7 days, 11:32:58, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5984, loss_cls: 3.0336, loss: 3.0336, grad_norm: 2.2253 2020-07-25 16:34:32,795 - mmaction - INFO - Epoch [52][260/3757] lr: 9.052e-02, eta: 7 days, 11:32:33, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5609, loss_cls: 3.1246, loss: 3.1246, grad_norm: 2.2526 2020-07-25 16:34:48,585 - mmaction - INFO - Epoch [52][280/3757] lr: 9.052e-02, eta: 7 days, 11:32:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5875, loss_cls: 3.0614, loss: 3.0614, grad_norm: 2.3173 2020-07-25 16:35:04,493 - mmaction - INFO - Epoch [52][300/3757] lr: 9.052e-02, eta: 7 days, 11:31:43, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5641, loss_cls: 3.2029, loss: 3.2029, grad_norm: 2.2840 2020-07-25 16:35:20,252 - mmaction - INFO - Epoch [52][320/3757] lr: 9.052e-02, eta: 7 days, 11:31:17, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5727, loss_cls: 3.1145, loss: 3.1145, grad_norm: 2.3013 2020-07-25 16:35:36,118 - mmaction - INFO - Epoch [52][340/3757] lr: 9.052e-02, eta: 7 days, 11:30:52, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5773, loss_cls: 3.1196, loss: 3.1196, grad_norm: 2.3166 2020-07-25 16:35:51,844 - mmaction - INFO - Epoch [52][360/3757] lr: 9.052e-02, eta: 7 days, 11:30:26, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5828, loss_cls: 3.0357, loss: 3.0357, grad_norm: 2.2218 2020-07-25 16:36:07,633 - mmaction - INFO - Epoch [52][380/3757] lr: 9.052e-02, eta: 7 days, 11:30:00, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5883, loss_cls: 3.0993, loss: 3.0993, grad_norm: 2.2596 2020-07-25 16:36:23,430 - mmaction - INFO - Epoch [52][400/3757] lr: 9.052e-02, eta: 7 days, 11:29:34, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5891, loss_cls: 3.0223, loss: 3.0223, grad_norm: 2.2008 2020-07-25 16:36:39,196 - mmaction - INFO - Epoch [52][420/3757] lr: 9.052e-02, eta: 7 days, 11:29:09, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5883, loss_cls: 2.9791, loss: 2.9791, grad_norm: 2.2861 2020-07-25 16:36:55,076 - mmaction - INFO - Epoch [52][440/3757] lr: 9.052e-02, eta: 7 days, 11:28:44, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5813, loss_cls: 3.1476, loss: 3.1476, grad_norm: 2.3293 2020-07-25 16:37:10,882 - mmaction - INFO - Epoch [52][460/3757] lr: 9.052e-02, eta: 7 days, 11:28:18, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0169, loss: 3.0169, grad_norm: 2.2820 2020-07-25 16:37:26,720 - mmaction - INFO - Epoch [52][480/3757] lr: 9.052e-02, eta: 7 days, 11:27:53, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5680, loss_cls: 3.0990, loss: 3.0990, grad_norm: 2.2377 2020-07-25 16:37:42,572 - mmaction - INFO - Epoch [52][500/3757] lr: 9.052e-02, eta: 7 days, 11:27:28, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5766, loss_cls: 3.0798, loss: 3.0798, grad_norm: 2.2290 2020-07-25 16:37:58,446 - mmaction - INFO - Epoch [52][520/3757] lr: 9.052e-02, eta: 7 days, 11:27:03, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5719, loss_cls: 3.1411, loss: 3.1411, grad_norm: 2.3142 2020-07-25 16:38:14,280 - mmaction - INFO - Epoch [52][540/3757] lr: 9.052e-02, eta: 7 days, 11:26:38, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5781, loss_cls: 3.0470, loss: 3.0470, grad_norm: 2.2430 2020-07-25 16:38:30,107 - mmaction - INFO - Epoch [52][560/3757] lr: 9.052e-02, eta: 7 days, 11:26:13, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5727, loss_cls: 3.1711, loss: 3.1711, grad_norm: 2.2666 2020-07-25 16:38:45,976 - mmaction - INFO - Epoch [52][580/3757] lr: 9.052e-02, eta: 7 days, 11:25:48, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5625, loss_cls: 3.1373, loss: 3.1373, grad_norm: 2.2554 2020-07-25 16:39:01,742 - mmaction - INFO - Epoch [52][600/3757] lr: 9.052e-02, eta: 7 days, 11:25:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5813, loss_cls: 3.1222, loss: 3.1222, grad_norm: 2.2684 2020-07-25 16:39:17,491 - mmaction - INFO - Epoch [52][620/3757] lr: 9.052e-02, eta: 7 days, 11:24:56, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5617, loss_cls: 3.2102, loss: 3.2102, grad_norm: 2.2616 2020-07-25 16:39:33,346 - mmaction - INFO - Epoch [52][640/3757] lr: 9.052e-02, eta: 7 days, 11:24:31, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5687, loss_cls: 3.0926, loss: 3.0926, grad_norm: 2.1523 2020-07-25 16:39:49,098 - mmaction - INFO - Epoch [52][660/3757] lr: 9.052e-02, eta: 7 days, 11:24:05, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5656, loss_cls: 3.1077, loss: 3.1077, grad_norm: 2.2221 2020-07-25 16:40:05,440 - mmaction - INFO - Epoch [52][680/3757] lr: 9.052e-02, eta: 7 days, 11:23:44, time: 0.818, data_time: 0.017, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5898, loss_cls: 3.1144, loss: 3.1144, grad_norm: 2.2149 2020-07-25 16:40:21,177 - mmaction - INFO - Epoch [52][700/3757] lr: 9.052e-02, eta: 7 days, 11:23:18, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5609, loss_cls: 3.1585, loss: 3.1585, grad_norm: 2.2081 2020-07-25 16:40:36,943 - mmaction - INFO - Epoch [52][720/3757] lr: 9.052e-02, eta: 7 days, 11:22:52, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5750, loss_cls: 3.1421, loss: 3.1421, grad_norm: 2.1939 2020-07-25 16:40:52,731 - mmaction - INFO - Epoch [52][740/3757] lr: 9.052e-02, eta: 7 days, 11:22:27, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5906, loss_cls: 3.1060, loss: 3.1060, grad_norm: 2.2492 2020-07-25 16:41:08,590 - mmaction - INFO - Epoch [52][760/3757] lr: 9.052e-02, eta: 7 days, 11:22:02, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5656, loss_cls: 3.1933, loss: 3.1933, grad_norm: 2.3133 2020-07-25 16:41:24,465 - mmaction - INFO - Epoch [52][780/3757] lr: 9.052e-02, eta: 7 days, 11:21:37, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5750, loss_cls: 3.1678, loss: 3.1678, grad_norm: 2.2982 2020-07-25 16:41:40,270 - mmaction - INFO - Epoch [52][800/3757] lr: 9.052e-02, eta: 7 days, 11:21:12, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6000, loss_cls: 3.0380, loss: 3.0380, grad_norm: 2.2145 2020-07-25 16:41:56,038 - mmaction - INFO - Epoch [52][820/3757] lr: 9.052e-02, eta: 7 days, 11:20:46, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5781, loss_cls: 3.0880, loss: 3.0880, grad_norm: 2.3080 2020-07-25 16:42:11,938 - mmaction - INFO - Epoch [52][840/3757] lr: 9.052e-02, eta: 7 days, 11:20:21, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5437, loss_cls: 3.2654, loss: 3.2654, grad_norm: 2.2902 2020-07-25 16:42:27,831 - mmaction - INFO - Epoch [52][860/3757] lr: 9.052e-02, eta: 7 days, 11:19:57, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5766, loss_cls: 3.1245, loss: 3.1245, grad_norm: 2.1972 2020-07-25 16:42:43,634 - mmaction - INFO - Epoch [52][880/3757] lr: 9.052e-02, eta: 7 days, 11:19:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6164, loss_cls: 2.9711, loss: 2.9711, grad_norm: 2.2367 2020-07-25 16:42:59,426 - mmaction - INFO - Epoch [52][900/3757] lr: 9.052e-02, eta: 7 days, 11:19:06, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5617, loss_cls: 3.1520, loss: 3.1520, grad_norm: 2.2460 2020-07-25 16:43:15,189 - mmaction - INFO - Epoch [52][920/3757] lr: 9.052e-02, eta: 7 days, 11:18:40, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5508, loss_cls: 3.1715, loss: 3.1715, grad_norm: 2.2617 2020-07-25 16:43:30,903 - mmaction - INFO - Epoch [52][940/3757] lr: 9.052e-02, eta: 7 days, 11:18:14, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5875, loss_cls: 3.1286, loss: 3.1286, grad_norm: 2.2228 2020-07-25 16:43:46,661 - mmaction - INFO - Epoch [52][960/3757] lr: 9.052e-02, eta: 7 days, 11:17:48, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5609, loss_cls: 3.1638, loss: 3.1638, grad_norm: 2.2719 2020-07-25 16:44:02,402 - mmaction - INFO - Epoch [52][980/3757] lr: 9.052e-02, eta: 7 days, 11:17:22, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5398, loss_cls: 3.2763, loss: 3.2763, grad_norm: 2.2238 2020-07-25 16:44:18,175 - mmaction - INFO - Epoch [52][1000/3757] lr: 9.052e-02, eta: 7 days, 11:16:56, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5672, loss_cls: 3.1764, loss: 3.1764, grad_norm: 2.1563 2020-07-25 16:44:33,941 - mmaction - INFO - Epoch [52][1020/3757] lr: 9.052e-02, eta: 7 days, 11:16:31, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5719, loss_cls: 3.1169, loss: 3.1169, grad_norm: 2.2907 2020-07-25 16:44:49,695 - mmaction - INFO - Epoch [52][1040/3757] lr: 9.052e-02, eta: 7 days, 11:16:05, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5859, loss_cls: 3.0515, loss: 3.0515, grad_norm: 2.3014 2020-07-25 16:45:05,487 - mmaction - INFO - Epoch [52][1060/3757] lr: 9.052e-02, eta: 7 days, 11:15:39, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5836, loss_cls: 3.0243, loss: 3.0243, grad_norm: 2.2506 2020-07-25 16:45:21,134 - mmaction - INFO - Epoch [52][1080/3757] lr: 9.052e-02, eta: 7 days, 11:15:13, time: 0.782, data_time: 0.001, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5625, loss_cls: 3.1742, loss: 3.1742, grad_norm: 2.2168 2020-07-25 16:45:36,949 - mmaction - INFO - Epoch [52][1100/3757] lr: 9.052e-02, eta: 7 days, 11:14:47, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5594, loss_cls: 3.1866, loss: 3.1866, grad_norm: 2.2376 2020-07-25 16:45:52,765 - mmaction - INFO - Epoch [52][1120/3757] lr: 9.052e-02, eta: 7 days, 11:14:22, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5766, loss_cls: 3.1053, loss: 3.1053, grad_norm: 2.2053 2020-07-25 16:46:08,563 - mmaction - INFO - Epoch [52][1140/3757] lr: 9.052e-02, eta: 7 days, 11:13:57, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5609, loss_cls: 3.1839, loss: 3.1839, grad_norm: 2.2466 2020-07-25 16:46:24,328 - mmaction - INFO - Epoch [52][1160/3757] lr: 9.052e-02, eta: 7 days, 11:13:31, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5727, loss_cls: 3.1226, loss: 3.1226, grad_norm: 2.2576 2020-07-25 16:46:40,110 - mmaction - INFO - Epoch [52][1180/3757] lr: 9.052e-02, eta: 7 days, 11:13:05, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5719, loss_cls: 3.0478, loss: 3.0478, grad_norm: 2.2160 2020-07-25 16:46:55,938 - mmaction - INFO - Epoch [52][1200/3757] lr: 9.052e-02, eta: 7 days, 11:12:40, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5586, loss_cls: 3.1695, loss: 3.1695, grad_norm: 2.2888 2020-07-25 16:47:11,665 - mmaction - INFO - Epoch [52][1220/3757] lr: 9.052e-02, eta: 7 days, 11:12:14, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5641, loss_cls: 3.1428, loss: 3.1428, grad_norm: 2.3060 2020-07-25 16:47:27,472 - mmaction - INFO - Epoch [52][1240/3757] lr: 9.052e-02, eta: 7 days, 11:11:49, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5945, loss_cls: 3.0840, loss: 3.0840, grad_norm: 2.2701 2020-07-25 16:47:43,267 - mmaction - INFO - Epoch [52][1260/3757] lr: 9.052e-02, eta: 7 days, 11:11:24, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5703, loss_cls: 3.0726, loss: 3.0726, grad_norm: 2.1866 2020-07-25 16:47:59,100 - mmaction - INFO - Epoch [52][1280/3757] lr: 9.052e-02, eta: 7 days, 11:10:58, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5711, loss_cls: 3.1130, loss: 3.1130, grad_norm: 2.2143 2020-07-25 16:48:14,978 - mmaction - INFO - Epoch [52][1300/3757] lr: 9.052e-02, eta: 7 days, 11:10:34, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5813, loss_cls: 3.1283, loss: 3.1283, grad_norm: 2.2623 2020-07-25 16:48:30,740 - mmaction - INFO - Epoch [52][1320/3757] lr: 9.052e-02, eta: 7 days, 11:10:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5617, loss_cls: 3.2084, loss: 3.2084, grad_norm: 2.3107 2020-07-25 16:48:46,603 - mmaction - INFO - Epoch [52][1340/3757] lr: 9.052e-02, eta: 7 days, 11:09:43, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5656, loss_cls: 3.1716, loss: 3.1716, grad_norm: 2.2775 2020-07-25 16:49:02,476 - mmaction - INFO - Epoch [52][1360/3757] lr: 9.052e-02, eta: 7 days, 11:09:18, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5938, loss_cls: 3.0485, loss: 3.0485, grad_norm: 2.2668 2020-07-25 16:49:18,308 - mmaction - INFO - Epoch [52][1380/3757] lr: 9.052e-02, eta: 7 days, 11:08:53, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5711, loss_cls: 3.0824, loss: 3.0824, grad_norm: 2.3224 2020-07-25 16:49:34,065 - mmaction - INFO - Epoch [52][1400/3757] lr: 9.052e-02, eta: 7 days, 11:08:28, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5938, loss_cls: 3.1105, loss: 3.1105, grad_norm: 2.2503 2020-07-25 16:49:49,886 - mmaction - INFO - Epoch [52][1420/3757] lr: 9.052e-02, eta: 7 days, 11:08:03, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5914, loss_cls: 3.0730, loss: 3.0730, grad_norm: 2.2644 2020-07-25 16:50:05,740 - mmaction - INFO - Epoch [52][1440/3757] lr: 9.052e-02, eta: 7 days, 11:07:38, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5859, loss_cls: 3.0938, loss: 3.0938, grad_norm: 2.3084 2020-07-25 16:50:21,457 - mmaction - INFO - Epoch [52][1460/3757] lr: 9.052e-02, eta: 7 days, 11:07:12, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5953, loss_cls: 3.0226, loss: 3.0226, grad_norm: 2.2760 2020-07-25 16:50:37,312 - mmaction - INFO - Epoch [52][1480/3757] lr: 9.052e-02, eta: 7 days, 11:06:47, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5781, loss_cls: 3.1245, loss: 3.1245, grad_norm: 2.2831 2020-07-25 16:50:53,089 - mmaction - INFO - Epoch [52][1500/3757] lr: 9.052e-02, eta: 7 days, 11:06:21, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5766, loss_cls: 3.1117, loss: 3.1117, grad_norm: 2.2903 2020-07-25 16:51:08,840 - mmaction - INFO - Epoch [52][1520/3757] lr: 9.052e-02, eta: 7 days, 11:05:56, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5727, loss_cls: 3.1348, loss: 3.1348, grad_norm: 2.2719 2020-07-25 16:51:24,728 - mmaction - INFO - Epoch [52][1540/3757] lr: 9.052e-02, eta: 7 days, 11:05:31, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5898, loss_cls: 3.0354, loss: 3.0354, grad_norm: 2.2524 2020-07-25 16:51:40,468 - mmaction - INFO - Epoch [52][1560/3757] lr: 9.052e-02, eta: 7 days, 11:05:05, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5680, loss_cls: 3.1299, loss: 3.1299, grad_norm: 2.3143 2020-07-25 16:51:56,354 - mmaction - INFO - Epoch [52][1580/3757] lr: 9.052e-02, eta: 7 days, 11:04:41, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5789, loss_cls: 3.0435, loss: 3.0435, grad_norm: 2.2627 2020-07-25 16:52:12,177 - mmaction - INFO - Epoch [52][1600/3757] lr: 9.052e-02, eta: 7 days, 11:04:16, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5875, loss_cls: 3.0585, loss: 3.0585, grad_norm: 2.2647 2020-07-25 16:52:27,984 - mmaction - INFO - Epoch [52][1620/3757] lr: 9.052e-02, eta: 7 days, 11:03:50, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5852, loss_cls: 3.1017, loss: 3.1017, grad_norm: 2.2393 2020-07-25 16:52:43,804 - mmaction - INFO - Epoch [52][1640/3757] lr: 9.052e-02, eta: 7 days, 11:03:25, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5641, loss_cls: 3.1762, loss: 3.1762, grad_norm: 2.2198 2020-07-25 16:52:59,667 - mmaction - INFO - Epoch [52][1660/3757] lr: 9.052e-02, eta: 7 days, 11:03:01, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5664, loss_cls: 3.1559, loss: 3.1559, grad_norm: 2.3376 2020-07-25 16:53:15,454 - mmaction - INFO - Epoch [52][1680/3757] lr: 9.052e-02, eta: 7 days, 11:02:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5805, loss_cls: 3.1368, loss: 3.1368, grad_norm: 2.2709 2020-07-25 16:53:31,315 - mmaction - INFO - Epoch [52][1700/3757] lr: 9.052e-02, eta: 7 days, 11:02:10, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5664, loss_cls: 3.1928, loss: 3.1928, grad_norm: 2.2745 2020-07-25 16:53:47,084 - mmaction - INFO - Epoch [52][1720/3757] lr: 9.052e-02, eta: 7 days, 11:01:45, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5687, loss_cls: 3.1148, loss: 3.1148, grad_norm: 2.2387 2020-07-25 16:54:02,862 - mmaction - INFO - Epoch [52][1740/3757] lr: 9.052e-02, eta: 7 days, 11:01:19, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5820, loss_cls: 3.0902, loss: 3.0902, grad_norm: 2.3102 2020-07-25 16:54:18,671 - mmaction - INFO - Epoch [52][1760/3757] lr: 9.052e-02, eta: 7 days, 11:00:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5859, loss_cls: 3.0890, loss: 3.0890, grad_norm: 2.2477 2020-07-25 16:54:34,411 - mmaction - INFO - Epoch [52][1780/3757] lr: 9.052e-02, eta: 7 days, 11:00:29, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5500, loss_cls: 3.1999, loss: 3.1999, grad_norm: 2.2510 2020-07-25 16:54:50,213 - mmaction - INFO - Epoch [52][1800/3757] lr: 9.052e-02, eta: 7 days, 11:00:03, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5766, loss_cls: 3.0876, loss: 3.0876, grad_norm: 2.1753 2020-07-25 16:55:06,128 - mmaction - INFO - Epoch [52][1820/3757] lr: 9.052e-02, eta: 7 days, 10:59:39, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5805, loss_cls: 3.0842, loss: 3.0842, grad_norm: 2.3210 2020-07-25 16:55:21,814 - mmaction - INFO - Epoch [52][1840/3757] lr: 9.052e-02, eta: 7 days, 10:59:13, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5703, loss_cls: 3.1427, loss: 3.1427, grad_norm: 2.2414 2020-07-25 16:55:37,554 - mmaction - INFO - Epoch [52][1860/3757] lr: 9.052e-02, eta: 7 days, 10:58:47, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5805, loss_cls: 3.1532, loss: 3.1532, grad_norm: 2.2175 2020-07-25 16:55:53,264 - mmaction - INFO - Epoch [52][1880/3757] lr: 9.052e-02, eta: 7 days, 10:58:21, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5883, loss_cls: 3.0761, loss: 3.0761, grad_norm: 2.2609 2020-07-25 16:56:09,135 - mmaction - INFO - Epoch [52][1900/3757] lr: 9.052e-02, eta: 7 days, 10:57:56, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5539, loss_cls: 3.2025, loss: 3.2025, grad_norm: 2.2219 2020-07-25 16:56:25,086 - mmaction - INFO - Epoch [52][1920/3757] lr: 9.052e-02, eta: 7 days, 10:57:33, time: 0.798, data_time: 0.008, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.1677, loss: 3.1677, grad_norm: 2.2101 2020-07-25 16:56:40,885 - mmaction - INFO - Epoch [52][1940/3757] lr: 9.052e-02, eta: 7 days, 10:57:07, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5766, loss_cls: 3.0857, loss: 3.0857, grad_norm: 2.1837 2020-07-25 16:56:56,677 - mmaction - INFO - Epoch [52][1960/3757] lr: 9.052e-02, eta: 7 days, 10:56:42, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2844, top5_acc: 0.5391, loss_cls: 3.2844, loss: 3.2844, grad_norm: 2.2784 2020-07-25 16:57:12,557 - mmaction - INFO - Epoch [52][1980/3757] lr: 9.052e-02, eta: 7 days, 10:56:17, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5969, loss_cls: 3.0439, loss: 3.0439, grad_norm: 2.1926 2020-07-25 16:57:28,388 - mmaction - INFO - Epoch [52][2000/3757] lr: 9.052e-02, eta: 7 days, 10:55:53, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5898, loss_cls: 3.0860, loss: 3.0860, grad_norm: 2.2896 2020-07-25 16:57:44,221 - mmaction - INFO - Epoch [52][2020/3757] lr: 9.052e-02, eta: 7 days, 10:55:28, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5789, loss_cls: 3.1672, loss: 3.1672, grad_norm: 2.2209 2020-07-25 16:58:00,025 - mmaction - INFO - Epoch [52][2040/3757] lr: 9.052e-02, eta: 7 days, 10:55:02, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5992, loss_cls: 3.0365, loss: 3.0365, grad_norm: 2.2711 2020-07-25 16:58:15,803 - mmaction - INFO - Epoch [52][2060/3757] lr: 9.052e-02, eta: 7 days, 10:54:37, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5625, loss_cls: 3.1130, loss: 3.1130, grad_norm: 2.2771 2020-07-25 16:58:31,587 - mmaction - INFO - Epoch [52][2080/3757] lr: 9.052e-02, eta: 7 days, 10:54:12, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5711, loss_cls: 3.1089, loss: 3.1089, grad_norm: 2.2352 2020-07-25 16:58:47,418 - mmaction - INFO - Epoch [52][2100/3757] lr: 9.052e-02, eta: 7 days, 10:53:47, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5859, loss_cls: 2.9897, loss: 2.9897, grad_norm: 2.1787 2020-07-25 16:59:03,291 - mmaction - INFO - Epoch [52][2120/3757] lr: 9.052e-02, eta: 7 days, 10:53:22, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.1115, loss: 3.1115, grad_norm: 2.2459 2020-07-25 16:59:19,138 - mmaction - INFO - Epoch [52][2140/3757] lr: 9.052e-02, eta: 7 days, 10:52:57, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6141, loss_cls: 3.0035, loss: 3.0035, grad_norm: 2.2646 2020-07-25 16:59:35,082 - mmaction - INFO - Epoch [52][2160/3757] lr: 9.052e-02, eta: 7 days, 10:52:33, time: 0.797, data_time: 0.009, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5891, loss_cls: 3.0300, loss: 3.0300, grad_norm: 2.2822 2020-07-25 16:59:50,957 - mmaction - INFO - Epoch [52][2180/3757] lr: 9.052e-02, eta: 7 days, 10:52:09, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5875, loss_cls: 3.0691, loss: 3.0691, grad_norm: 2.3136 2020-07-25 17:00:11,843 - mmaction - INFO - Epoch [52][2200/3757] lr: 9.052e-02, eta: 7 days, 10:52:27, time: 1.041, data_time: 0.006, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5609, loss_cls: 3.0925, loss: 3.0925, grad_norm: 2.2675 2020-07-25 17:00:27,795 - mmaction - INFO - Epoch [52][2220/3757] lr: 9.052e-02, eta: 7 days, 10:52:04, time: 0.801, data_time: 0.008, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.2181, loss: 3.2181, grad_norm: 2.2289 2020-07-25 17:00:43,734 - mmaction - INFO - Epoch [52][2240/3757] lr: 9.052e-02, eta: 7 days, 10:51:40, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5523, loss_cls: 3.1475, loss: 3.1475, grad_norm: 2.2877 2020-07-25 17:00:59,564 - mmaction - INFO - Epoch [52][2260/3757] lr: 9.052e-02, eta: 7 days, 10:51:15, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 3.0306, loss: 3.0306, grad_norm: 2.2336 2020-07-25 17:01:15,420 - mmaction - INFO - Epoch [52][2280/3757] lr: 9.052e-02, eta: 7 days, 10:50:50, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5617, loss_cls: 3.1859, loss: 3.1859, grad_norm: 2.2700 2020-07-25 17:01:31,227 - mmaction - INFO - Epoch [52][2300/3757] lr: 9.052e-02, eta: 7 days, 10:50:25, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5656, loss_cls: 3.1484, loss: 3.1484, grad_norm: 2.2276 2020-07-25 17:01:47,048 - mmaction - INFO - Epoch [52][2320/3757] lr: 9.052e-02, eta: 7 days, 10:50:00, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5602, loss_cls: 3.1326, loss: 3.1326, grad_norm: 2.3043 2020-07-25 17:02:02,873 - mmaction - INFO - Epoch [52][2340/3757] lr: 9.052e-02, eta: 7 days, 10:49:35, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5570, loss_cls: 3.2381, loss: 3.2381, grad_norm: 2.3044 2020-07-25 17:02:18,713 - mmaction - INFO - Epoch [52][2360/3757] lr: 9.052e-02, eta: 7 days, 10:49:11, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5906, loss_cls: 3.0527, loss: 3.0527, grad_norm: 2.2257 2020-07-25 17:02:34,562 - mmaction - INFO - Epoch [52][2380/3757] lr: 9.052e-02, eta: 7 days, 10:48:46, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5523, loss_cls: 3.1499, loss: 3.1499, grad_norm: 2.1963 2020-07-25 17:02:50,345 - mmaction - INFO - Epoch [52][2400/3757] lr: 9.052e-02, eta: 7 days, 10:48:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5867, loss_cls: 3.0362, loss: 3.0362, grad_norm: 2.2075 2020-07-25 17:03:06,199 - mmaction - INFO - Epoch [52][2420/3757] lr: 9.052e-02, eta: 7 days, 10:47:56, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5898, loss_cls: 3.0397, loss: 3.0397, grad_norm: 2.1742 2020-07-25 17:03:21,949 - mmaction - INFO - Epoch [52][2440/3757] lr: 9.052e-02, eta: 7 days, 10:47:30, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5570, loss_cls: 3.1709, loss: 3.1709, grad_norm: 2.2968 2020-07-25 17:03:37,811 - mmaction - INFO - Epoch [52][2460/3757] lr: 9.052e-02, eta: 7 days, 10:47:06, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5664, loss_cls: 3.1187, loss: 3.1187, grad_norm: 2.1997 2020-07-25 17:03:53,610 - mmaction - INFO - Epoch [52][2480/3757] lr: 9.052e-02, eta: 7 days, 10:46:41, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5680, loss_cls: 3.1315, loss: 3.1315, grad_norm: 2.2152 2020-07-25 17:04:09,492 - mmaction - INFO - Epoch [52][2500/3757] lr: 9.052e-02, eta: 7 days, 10:46:16, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5781, loss_cls: 3.0969, loss: 3.0969, grad_norm: 2.2121 2020-07-25 17:04:25,342 - mmaction - INFO - Epoch [52][2520/3757] lr: 9.052e-02, eta: 7 days, 10:45:52, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5727, loss_cls: 3.1249, loss: 3.1249, grad_norm: 2.2045 2020-07-25 17:04:41,175 - mmaction - INFO - Epoch [52][2540/3757] lr: 9.052e-02, eta: 7 days, 10:45:27, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5891, loss_cls: 3.0571, loss: 3.0571, grad_norm: 2.2836 2020-07-25 17:04:56,949 - mmaction - INFO - Epoch [52][2560/3757] lr: 9.052e-02, eta: 7 days, 10:45:01, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5734, loss_cls: 3.1197, loss: 3.1197, grad_norm: 2.2177 2020-07-25 17:05:12,838 - mmaction - INFO - Epoch [52][2580/3757] lr: 9.052e-02, eta: 7 days, 10:44:37, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5867, loss_cls: 3.0337, loss: 3.0337, grad_norm: 2.2977 2020-07-25 17:05:28,665 - mmaction - INFO - Epoch [52][2600/3757] lr: 9.052e-02, eta: 7 days, 10:44:12, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5977, loss_cls: 3.0357, loss: 3.0357, grad_norm: 2.2237 2020-07-25 17:05:44,546 - mmaction - INFO - Epoch [52][2620/3757] lr: 9.052e-02, eta: 7 days, 10:43:48, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5828, loss_cls: 3.0909, loss: 3.0909, grad_norm: 2.3405 2020-07-25 17:06:00,310 - mmaction - INFO - Epoch [52][2640/3757] lr: 9.052e-02, eta: 7 days, 10:43:23, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5711, loss_cls: 3.1438, loss: 3.1438, grad_norm: 2.2131 2020-07-25 17:06:16,068 - mmaction - INFO - Epoch [52][2660/3757] lr: 9.052e-02, eta: 7 days, 10:42:57, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5766, loss_cls: 3.1169, loss: 3.1169, grad_norm: 2.2376 2020-07-25 17:06:31,837 - mmaction - INFO - Epoch [52][2680/3757] lr: 9.052e-02, eta: 7 days, 10:42:32, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5859, loss_cls: 3.0829, loss: 3.0829, grad_norm: 2.1852 2020-07-25 17:06:47,712 - mmaction - INFO - Epoch [52][2700/3757] lr: 9.052e-02, eta: 7 days, 10:42:07, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5828, loss_cls: 3.1645, loss: 3.1645, grad_norm: 2.2150 2020-07-25 17:07:03,501 - mmaction - INFO - Epoch [52][2720/3757] lr: 9.052e-02, eta: 7 days, 10:41:42, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5766, loss_cls: 3.0645, loss: 3.0645, grad_norm: 2.1880 2020-07-25 17:07:19,281 - mmaction - INFO - Epoch [52][2740/3757] lr: 9.052e-02, eta: 7 days, 10:41:17, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5758, loss_cls: 3.1387, loss: 3.1387, grad_norm: 2.3100 2020-07-25 17:07:35,054 - mmaction - INFO - Epoch [52][2760/3757] lr: 9.052e-02, eta: 7 days, 10:40:52, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5883, loss_cls: 3.0384, loss: 3.0384, grad_norm: 2.2705 2020-07-25 17:07:50,871 - mmaction - INFO - Epoch [52][2780/3757] lr: 9.052e-02, eta: 7 days, 10:40:27, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5813, loss_cls: 3.0423, loss: 3.0423, grad_norm: 2.2544 2020-07-25 17:08:06,639 - mmaction - INFO - Epoch [52][2800/3757] lr: 9.052e-02, eta: 7 days, 10:40:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5875, loss_cls: 3.0679, loss: 3.0679, grad_norm: 2.2767 2020-07-25 17:08:22,454 - mmaction - INFO - Epoch [52][2820/3757] lr: 9.052e-02, eta: 7 days, 10:39:36, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5664, loss_cls: 3.0926, loss: 3.0926, grad_norm: 2.2845 2020-07-25 17:08:38,302 - mmaction - INFO - Epoch [52][2840/3757] lr: 9.052e-02, eta: 7 days, 10:39:12, time: 0.792, data_time: 0.007, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5750, loss_cls: 3.1074, loss: 3.1074, grad_norm: 2.1936 2020-07-25 17:08:54,114 - mmaction - INFO - Epoch [52][2860/3757] lr: 9.052e-02, eta: 7 days, 10:38:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5453, loss_cls: 3.2440, loss: 3.2440, grad_norm: 2.2090 2020-07-25 17:09:09,953 - mmaction - INFO - Epoch [52][2880/3757] lr: 9.052e-02, eta: 7 days, 10:38:22, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5617, loss_cls: 3.1627, loss: 3.1627, grad_norm: 2.2082 2020-07-25 17:09:25,726 - mmaction - INFO - Epoch [52][2900/3757] lr: 9.052e-02, eta: 7 days, 10:37:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5930, loss_cls: 3.0597, loss: 3.0597, grad_norm: 2.2425 2020-07-25 17:09:41,522 - mmaction - INFO - Epoch [52][2920/3757] lr: 9.052e-02, eta: 7 days, 10:37:32, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5437, loss_cls: 3.2049, loss: 3.2049, grad_norm: 2.2974 2020-07-25 17:09:57,292 - mmaction - INFO - Epoch [52][2940/3757] lr: 9.052e-02, eta: 7 days, 10:37:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5297, loss_cls: 3.2605, loss: 3.2605, grad_norm: 2.2163 2020-07-25 17:10:13,285 - mmaction - INFO - Epoch [52][2960/3757] lr: 9.052e-02, eta: 7 days, 10:36:43, time: 0.799, data_time: 0.015, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5477, loss_cls: 3.2066, loss: 3.2066, grad_norm: 2.2206 2020-07-25 17:10:29,195 - mmaction - INFO - Epoch [52][2980/3757] lr: 9.052e-02, eta: 7 days, 10:36:19, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5727, loss_cls: 3.0958, loss: 3.0958, grad_norm: 2.2039 2020-07-25 17:10:44,964 - mmaction - INFO - Epoch [52][3000/3757] lr: 9.052e-02, eta: 7 days, 10:35:54, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5633, loss_cls: 3.1403, loss: 3.1403, grad_norm: 2.2666 2020-07-25 17:11:00,707 - mmaction - INFO - Epoch [52][3020/3757] lr: 9.052e-02, eta: 7 days, 10:35:28, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5898, loss_cls: 3.0894, loss: 3.0894, grad_norm: 2.2654 2020-07-25 17:11:16,500 - mmaction - INFO - Epoch [52][3040/3757] lr: 9.052e-02, eta: 7 days, 10:35:03, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5719, loss_cls: 3.1031, loss: 3.1031, grad_norm: 2.2495 2020-07-25 17:11:32,296 - mmaction - INFO - Epoch [52][3060/3757] lr: 9.052e-02, eta: 7 days, 10:34:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5508, loss_cls: 3.2392, loss: 3.2392, grad_norm: 2.2840 2020-07-25 17:11:48,147 - mmaction - INFO - Epoch [52][3080/3757] lr: 9.052e-02, eta: 7 days, 10:34:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5656, loss_cls: 3.1173, loss: 3.1173, grad_norm: 2.2332 2020-07-25 17:12:03,938 - mmaction - INFO - Epoch [52][3100/3757] lr: 9.052e-02, eta: 7 days, 10:33:49, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5609, loss_cls: 3.1813, loss: 3.1813, grad_norm: 2.2359 2020-07-25 17:12:19,754 - mmaction - INFO - Epoch [52][3120/3757] lr: 9.052e-02, eta: 7 days, 10:33:24, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5852, loss_cls: 3.1288, loss: 3.1288, grad_norm: 2.2436 2020-07-25 17:12:35,698 - mmaction - INFO - Epoch [52][3140/3757] lr: 9.052e-02, eta: 7 days, 10:33:00, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5883, loss_cls: 3.0845, loss: 3.0845, grad_norm: 2.2773 2020-07-25 17:12:51,550 - mmaction - INFO - Epoch [52][3160/3757] lr: 9.052e-02, eta: 7 days, 10:32:35, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5547, loss_cls: 3.1540, loss: 3.1540, grad_norm: 2.2549 2020-07-25 17:13:07,339 - mmaction - INFO - Epoch [52][3180/3757] lr: 9.052e-02, eta: 7 days, 10:32:10, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5586, loss_cls: 3.1965, loss: 3.1965, grad_norm: 2.1981 2020-07-25 17:13:23,125 - mmaction - INFO - Epoch [52][3200/3757] lr: 9.052e-02, eta: 7 days, 10:31:45, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6055, loss_cls: 2.9777, loss: 2.9777, grad_norm: 2.2236 2020-07-25 17:13:38,946 - mmaction - INFO - Epoch [52][3220/3757] lr: 9.052e-02, eta: 7 days, 10:31:20, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5711, loss_cls: 3.1349, loss: 3.1349, grad_norm: 2.2935 2020-07-25 17:13:54,860 - mmaction - INFO - Epoch [52][3240/3757] lr: 9.052e-02, eta: 7 days, 10:30:56, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5797, loss_cls: 3.0879, loss: 3.0879, grad_norm: 2.2805 2020-07-25 17:14:10,624 - mmaction - INFO - Epoch [52][3260/3757] lr: 9.052e-02, eta: 7 days, 10:30:31, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5578, loss_cls: 3.1549, loss: 3.1549, grad_norm: 2.2703 2020-07-25 17:14:26,362 - mmaction - INFO - Epoch [52][3280/3757] lr: 9.052e-02, eta: 7 days, 10:30:06, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5703, loss_cls: 3.1146, loss: 3.1146, grad_norm: 2.2454 2020-07-25 17:14:42,201 - mmaction - INFO - Epoch [52][3300/3757] lr: 9.052e-02, eta: 7 days, 10:29:41, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5828, loss_cls: 3.1023, loss: 3.1023, grad_norm: 2.2260 2020-07-25 17:14:57,970 - mmaction - INFO - Epoch [52][3320/3757] lr: 9.052e-02, eta: 7 days, 10:29:16, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5914, loss_cls: 3.1257, loss: 3.1257, grad_norm: 2.1988 2020-07-25 17:15:13,754 - mmaction - INFO - Epoch [52][3340/3757] lr: 9.052e-02, eta: 7 days, 10:28:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5641, loss_cls: 3.1920, loss: 3.1920, grad_norm: 2.2280 2020-07-25 17:15:29,590 - mmaction - INFO - Epoch [52][3360/3757] lr: 9.052e-02, eta: 7 days, 10:28:26, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6016, loss_cls: 3.0133, loss: 3.0133, grad_norm: 2.2024 2020-07-25 17:15:45,414 - mmaction - INFO - Epoch [52][3380/3757] lr: 9.052e-02, eta: 7 days, 10:28:01, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5859, loss_cls: 3.0634, loss: 3.0634, grad_norm: 2.2491 2020-07-25 17:16:01,240 - mmaction - INFO - Epoch [52][3400/3757] lr: 9.052e-02, eta: 7 days, 10:27:37, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5563, loss_cls: 3.1700, loss: 3.1700, grad_norm: 2.2942 2020-07-25 17:16:17,060 - mmaction - INFO - Epoch [52][3420/3757] lr: 9.052e-02, eta: 7 days, 10:27:12, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5797, loss_cls: 3.0334, loss: 3.0334, grad_norm: 2.2972 2020-07-25 17:16:32,917 - mmaction - INFO - Epoch [52][3440/3757] lr: 9.052e-02, eta: 7 days, 10:26:48, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5922, loss_cls: 3.0263, loss: 3.0263, grad_norm: 2.2817 2020-07-25 17:16:48,738 - mmaction - INFO - Epoch [52][3460/3757] lr: 9.052e-02, eta: 7 days, 10:26:23, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5516, loss_cls: 3.2374, loss: 3.2374, grad_norm: 2.2398 2020-07-25 17:17:04,670 - mmaction - INFO - Epoch [52][3480/3757] lr: 9.052e-02, eta: 7 days, 10:25:59, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5719, loss_cls: 3.1911, loss: 3.1911, grad_norm: 2.1800 2020-07-25 17:17:20,494 - mmaction - INFO - Epoch [52][3500/3757] lr: 9.052e-02, eta: 7 days, 10:25:34, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5695, loss_cls: 3.1213, loss: 3.1213, grad_norm: 2.2193 2020-07-25 17:17:36,256 - mmaction - INFO - Epoch [52][3520/3757] lr: 9.052e-02, eta: 7 days, 10:25:09, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5773, loss_cls: 3.0664, loss: 3.0664, grad_norm: 2.2144 2020-07-25 17:17:52,126 - mmaction - INFO - Epoch [52][3540/3757] lr: 9.052e-02, eta: 7 days, 10:24:45, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5914, loss_cls: 3.0056, loss: 3.0056, grad_norm: 2.2851 2020-07-25 17:18:07,918 - mmaction - INFO - Epoch [52][3560/3757] lr: 9.052e-02, eta: 7 days, 10:24:20, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5539, loss_cls: 3.1616, loss: 3.1616, grad_norm: 2.2536 2020-07-25 17:18:23,771 - mmaction - INFO - Epoch [52][3580/3757] lr: 9.052e-02, eta: 7 days, 10:23:55, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5680, loss_cls: 3.1541, loss: 3.1541, grad_norm: 2.2610 2020-07-25 17:18:39,590 - mmaction - INFO - Epoch [52][3600/3757] lr: 9.052e-02, eta: 7 days, 10:23:31, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5859, loss_cls: 3.1490, loss: 3.1490, grad_norm: 2.2592 2020-07-25 17:18:55,413 - mmaction - INFO - Epoch [52][3620/3757] lr: 9.052e-02, eta: 7 days, 10:23:06, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5711, loss_cls: 3.1388, loss: 3.1388, grad_norm: 2.2657 2020-07-25 17:19:11,285 - mmaction - INFO - Epoch [52][3640/3757] lr: 9.052e-02, eta: 7 days, 10:22:42, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5687, loss_cls: 3.1005, loss: 3.1005, grad_norm: 2.2674 2020-07-25 17:19:27,088 - mmaction - INFO - Epoch [52][3660/3757] lr: 9.052e-02, eta: 7 days, 10:22:17, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5836, loss_cls: 3.0714, loss: 3.0714, grad_norm: 2.2725 2020-07-25 17:19:42,929 - mmaction - INFO - Epoch [52][3680/3757] lr: 9.052e-02, eta: 7 days, 10:21:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5680, loss_cls: 3.1641, loss: 3.1641, grad_norm: 2.2944 2020-07-25 17:19:58,877 - mmaction - INFO - Epoch [52][3700/3757] lr: 9.052e-02, eta: 7 days, 10:21:29, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5539, loss_cls: 3.2077, loss: 3.2077, grad_norm: 2.2807 2020-07-25 17:20:14,674 - mmaction - INFO - Epoch [52][3720/3757] lr: 9.052e-02, eta: 7 days, 10:21:04, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5469, loss_cls: 3.2370, loss: 3.2370, grad_norm: 2.2254 2020-07-25 17:20:30,558 - mmaction - INFO - Epoch [52][3740/3757] lr: 9.052e-02, eta: 7 days, 10:20:40, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5609, loss_cls: 3.1830, loss: 3.1830, grad_norm: 2.2616 2020-07-25 17:20:50,674 - mmaction - INFO - Saving checkpoint at 52 epochs 2020-07-25 17:23:45,290 - mmaction - INFO - Epoch [53][20/3757] lr: 9.016e-02, eta: 7 days, 10:40:11, time: 8.621, data_time: 7.739, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5680, loss_cls: 3.1379, loss: 3.1379, grad_norm: 2.1977 2020-07-25 17:24:01,241 - mmaction - INFO - Epoch [53][40/3757] lr: 9.016e-02, eta: 7 days, 10:39:47, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6000, loss_cls: 2.9480, loss: 2.9480, grad_norm: 2.1668 2020-07-25 17:24:17,070 - mmaction - INFO - Epoch [53][60/3757] lr: 9.016e-02, eta: 7 days, 10:39:22, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5938, loss_cls: 3.0442, loss: 3.0442, grad_norm: 2.2973 2020-07-25 17:24:32,865 - mmaction - INFO - Epoch [53][80/3757] lr: 9.016e-02, eta: 7 days, 10:38:57, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5836, loss_cls: 3.0686, loss: 3.0686, grad_norm: 2.2382 2020-07-25 17:24:48,676 - mmaction - INFO - Epoch [53][100/3757] lr: 9.016e-02, eta: 7 days, 10:38:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1254, loss: 3.1254, grad_norm: 2.3072 2020-07-25 17:25:04,540 - mmaction - INFO - Epoch [53][120/3757] lr: 9.016e-02, eta: 7 days, 10:38:07, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5695, loss_cls: 3.1211, loss: 3.1211, grad_norm: 2.2479 2020-07-25 17:25:20,279 - mmaction - INFO - Epoch [53][140/3757] lr: 9.016e-02, eta: 7 days, 10:37:41, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5711, loss_cls: 3.1244, loss: 3.1244, grad_norm: 2.2560 2020-07-25 17:25:36,162 - mmaction - INFO - Epoch [53][160/3757] lr: 9.016e-02, eta: 7 days, 10:37:17, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5945, loss_cls: 3.0407, loss: 3.0407, grad_norm: 2.2641 2020-07-25 17:25:51,911 - mmaction - INFO - Epoch [53][180/3757] lr: 9.016e-02, eta: 7 days, 10:36:51, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5969, loss_cls: 3.0170, loss: 3.0170, grad_norm: 2.2099 2020-07-25 17:26:07,750 - mmaction - INFO - Epoch [53][200/3757] lr: 9.016e-02, eta: 7 days, 10:36:26, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6109, loss_cls: 2.9578, loss: 2.9578, grad_norm: 2.2649 2020-07-25 17:26:23,640 - mmaction - INFO - Epoch [53][220/3757] lr: 9.016e-02, eta: 7 days, 10:36:02, time: 0.794, data_time: 0.012, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5813, loss_cls: 3.1460, loss: 3.1460, grad_norm: 2.2598 2020-07-25 17:26:39,503 - mmaction - INFO - Epoch [53][240/3757] lr: 9.016e-02, eta: 7 days, 10:35:37, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5859, loss_cls: 3.1036, loss: 3.1036, grad_norm: 2.2655 2020-07-25 17:26:55,304 - mmaction - INFO - Epoch [53][260/3757] lr: 9.016e-02, eta: 7 days, 10:35:12, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5648, loss_cls: 3.1021, loss: 3.1021, grad_norm: 2.2773 2020-07-25 17:27:11,066 - mmaction - INFO - Epoch [53][280/3757] lr: 9.016e-02, eta: 7 days, 10:34:47, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5750, loss_cls: 3.1520, loss: 3.1520, grad_norm: 2.2688 2020-07-25 17:27:26,779 - mmaction - INFO - Epoch [53][300/3757] lr: 9.016e-02, eta: 7 days, 10:34:21, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5813, loss_cls: 3.0573, loss: 3.0573, grad_norm: 2.1812 2020-07-25 17:27:42,592 - mmaction - INFO - Epoch [53][320/3757] lr: 9.016e-02, eta: 7 days, 10:33:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5773, loss_cls: 3.1227, loss: 3.1227, grad_norm: 2.2600 2020-07-25 17:27:58,458 - mmaction - INFO - Epoch [53][340/3757] lr: 9.016e-02, eta: 7 days, 10:33:32, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5813, loss_cls: 3.0238, loss: 3.0238, grad_norm: 2.2723 2020-07-25 17:28:14,511 - mmaction - INFO - Epoch [53][360/3757] lr: 9.016e-02, eta: 7 days, 10:33:09, time: 0.802, data_time: 0.013, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5555, loss_cls: 3.2300, loss: 3.2300, grad_norm: 2.3044 2020-07-25 17:28:30,311 - mmaction - INFO - Epoch [53][380/3757] lr: 9.016e-02, eta: 7 days, 10:32:44, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5844, loss_cls: 3.0939, loss: 3.0939, grad_norm: 2.2372 2020-07-25 17:28:46,252 - mmaction - INFO - Epoch [53][400/3757] lr: 9.016e-02, eta: 7 days, 10:32:20, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5859, loss_cls: 3.0315, loss: 3.0315, grad_norm: 2.2526 2020-07-25 17:29:02,007 - mmaction - INFO - Epoch [53][420/3757] lr: 9.016e-02, eta: 7 days, 10:31:54, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5625, loss_cls: 3.2181, loss: 3.2181, grad_norm: 2.2324 2020-07-25 17:29:17,790 - mmaction - INFO - Epoch [53][440/3757] lr: 9.016e-02, eta: 7 days, 10:31:29, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1112, loss: 3.1112, grad_norm: 2.1867 2020-07-25 17:29:33,593 - mmaction - INFO - Epoch [53][460/3757] lr: 9.016e-02, eta: 7 days, 10:31:04, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5687, loss_cls: 3.1254, loss: 3.1254, grad_norm: 2.2592 2020-07-25 17:29:49,729 - mmaction - INFO - Epoch [53][480/3757] lr: 9.016e-02, eta: 7 days, 10:30:42, time: 0.806, data_time: 0.013, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5813, loss_cls: 3.0259, loss: 3.0259, grad_norm: 2.2369 2020-07-25 17:30:05,607 - mmaction - INFO - Epoch [53][500/3757] lr: 9.016e-02, eta: 7 days, 10:30:17, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5914, loss_cls: 3.0480, loss: 3.0480, grad_norm: 2.3008 2020-07-25 17:30:21,327 - mmaction - INFO - Epoch [53][520/3757] lr: 9.016e-02, eta: 7 days, 10:29:52, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5875, loss_cls: 3.1098, loss: 3.1098, grad_norm: 2.2905 2020-07-25 17:30:37,078 - mmaction - INFO - Epoch [53][540/3757] lr: 9.016e-02, eta: 7 days, 10:29:26, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5742, loss_cls: 3.1304, loss: 3.1304, grad_norm: 2.3040 2020-07-25 17:30:52,914 - mmaction - INFO - Epoch [53][560/3757] lr: 9.016e-02, eta: 7 days, 10:29:01, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5695, loss_cls: 3.1050, loss: 3.1050, grad_norm: 2.2121 2020-07-25 17:31:08,703 - mmaction - INFO - Epoch [53][580/3757] lr: 9.016e-02, eta: 7 days, 10:28:36, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.2140, loss: 3.2140, grad_norm: 2.2591 2020-07-25 17:31:24,490 - mmaction - INFO - Epoch [53][600/3757] lr: 9.016e-02, eta: 7 days, 10:28:11, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5734, loss_cls: 3.1306, loss: 3.1306, grad_norm: 2.2746 2020-07-25 17:31:40,296 - mmaction - INFO - Epoch [53][620/3757] lr: 9.016e-02, eta: 7 days, 10:27:46, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5711, loss_cls: 3.1600, loss: 3.1600, grad_norm: 2.2962 2020-07-25 17:31:56,134 - mmaction - INFO - Epoch [53][640/3757] lr: 9.016e-02, eta: 7 days, 10:27:21, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5695, loss_cls: 3.1587, loss: 3.1587, grad_norm: 2.2624 2020-07-25 17:32:11,988 - mmaction - INFO - Epoch [53][660/3757] lr: 9.016e-02, eta: 7 days, 10:26:57, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5719, loss_cls: 3.1760, loss: 3.1760, grad_norm: 2.2360 2020-07-25 17:32:27,767 - mmaction - INFO - Epoch [53][680/3757] lr: 9.016e-02, eta: 7 days, 10:26:32, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5602, loss_cls: 3.1106, loss: 3.1106, grad_norm: 2.2801 2020-07-25 17:32:43,586 - mmaction - INFO - Epoch [53][700/3757] lr: 9.016e-02, eta: 7 days, 10:26:07, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5898, loss_cls: 3.1538, loss: 3.1538, grad_norm: 2.3075 2020-07-25 17:32:59,384 - mmaction - INFO - Epoch [53][720/3757] lr: 9.016e-02, eta: 7 days, 10:25:42, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5609, loss_cls: 3.2017, loss: 3.2017, grad_norm: 2.2978 2020-07-25 17:33:15,188 - mmaction - INFO - Epoch [53][740/3757] lr: 9.016e-02, eta: 7 days, 10:25:17, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5906, loss_cls: 3.0667, loss: 3.0667, grad_norm: 2.2209 2020-07-25 17:33:30,968 - mmaction - INFO - Epoch [53][760/3757] lr: 9.016e-02, eta: 7 days, 10:24:52, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5805, loss_cls: 3.1316, loss: 3.1316, grad_norm: 2.1975 2020-07-25 17:33:46,788 - mmaction - INFO - Epoch [53][780/3757] lr: 9.016e-02, eta: 7 days, 10:24:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5992, loss_cls: 3.0194, loss: 3.0194, grad_norm: 2.2208 2020-07-25 17:34:02,604 - mmaction - INFO - Epoch [53][800/3757] lr: 9.016e-02, eta: 7 days, 10:24:02, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5938, loss_cls: 3.0463, loss: 3.0463, grad_norm: 2.2906 2020-07-25 17:34:18,512 - mmaction - INFO - Epoch [53][820/3757] lr: 9.016e-02, eta: 7 days, 10:23:38, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5672, loss_cls: 3.1520, loss: 3.1520, grad_norm: 2.2187 2020-07-25 17:34:34,297 - mmaction - INFO - Epoch [53][840/3757] lr: 9.016e-02, eta: 7 days, 10:23:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5773, loss_cls: 3.0931, loss: 3.0931, grad_norm: 2.2817 2020-07-25 17:34:50,231 - mmaction - INFO - Epoch [53][860/3757] lr: 9.016e-02, eta: 7 days, 10:22:49, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5695, loss_cls: 3.1415, loss: 3.1415, grad_norm: 2.2055 2020-07-25 17:35:06,081 - mmaction - INFO - Epoch [53][880/3757] lr: 9.016e-02, eta: 7 days, 10:22:24, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5797, loss_cls: 3.0491, loss: 3.0491, grad_norm: 2.2277 2020-07-25 17:35:21,793 - mmaction - INFO - Epoch [53][900/3757] lr: 9.016e-02, eta: 7 days, 10:21:59, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5742, loss_cls: 3.1442, loss: 3.1442, grad_norm: 2.3126 2020-07-25 17:35:37,483 - mmaction - INFO - Epoch [53][920/3757] lr: 9.016e-02, eta: 7 days, 10:21:33, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5766, loss_cls: 3.1861, loss: 3.1861, grad_norm: 2.2601 2020-07-25 17:35:53,384 - mmaction - INFO - Epoch [53][940/3757] lr: 9.016e-02, eta: 7 days, 10:21:08, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5797, loss_cls: 3.1149, loss: 3.1149, grad_norm: 2.2284 2020-07-25 17:36:09,242 - mmaction - INFO - Epoch [53][960/3757] lr: 9.016e-02, eta: 7 days, 10:20:44, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5781, loss_cls: 3.1051, loss: 3.1051, grad_norm: 2.2796 2020-07-25 17:36:25,050 - mmaction - INFO - Epoch [53][980/3757] lr: 9.016e-02, eta: 7 days, 10:20:19, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5648, loss_cls: 3.1426, loss: 3.1426, grad_norm: 2.2796 2020-07-25 17:36:40,888 - mmaction - INFO - Epoch [53][1000/3757] lr: 9.016e-02, eta: 7 days, 10:19:54, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5805, loss_cls: 3.0569, loss: 3.0569, grad_norm: 2.1960 2020-07-25 17:36:56,724 - mmaction - INFO - Epoch [53][1020/3757] lr: 9.016e-02, eta: 7 days, 10:19:30, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5813, loss_cls: 3.0659, loss: 3.0659, grad_norm: 2.2060 2020-07-25 17:37:12,434 - mmaction - INFO - Epoch [53][1040/3757] lr: 9.016e-02, eta: 7 days, 10:19:04, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5750, loss_cls: 3.0407, loss: 3.0407, grad_norm: 2.2409 2020-07-25 17:37:28,278 - mmaction - INFO - Epoch [53][1060/3757] lr: 9.016e-02, eta: 7 days, 10:18:40, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.5922, loss_cls: 3.0121, loss: 3.0121, grad_norm: 2.2439 2020-07-25 17:37:44,191 - mmaction - INFO - Epoch [53][1080/3757] lr: 9.016e-02, eta: 7 days, 10:18:16, time: 0.795, data_time: 0.007, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5844, loss_cls: 3.0461, loss: 3.0461, grad_norm: 2.3229 2020-07-25 17:38:00,007 - mmaction - INFO - Epoch [53][1100/3757] lr: 9.016e-02, eta: 7 days, 10:17:50, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5938, loss_cls: 3.0607, loss: 3.0607, grad_norm: 2.3297 2020-07-25 17:38:15,761 - mmaction - INFO - Epoch [53][1120/3757] lr: 9.016e-02, eta: 7 days, 10:17:25, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5945, loss_cls: 3.0476, loss: 3.0476, grad_norm: 2.2826 2020-07-25 17:38:31,523 - mmaction - INFO - Epoch [53][1140/3757] lr: 9.016e-02, eta: 7 days, 10:17:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1714, loss: 3.1714, grad_norm: 2.2798 2020-07-25 17:38:47,367 - mmaction - INFO - Epoch [53][1160/3757] lr: 9.016e-02, eta: 7 days, 10:16:36, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5859, loss_cls: 3.0728, loss: 3.0728, grad_norm: 2.2642 2020-07-25 17:39:03,133 - mmaction - INFO - Epoch [53][1180/3757] lr: 9.016e-02, eta: 7 days, 10:16:10, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5805, loss_cls: 3.0959, loss: 3.0959, grad_norm: 2.3264 2020-07-25 17:39:19,252 - mmaction - INFO - Epoch [53][1200/3757] lr: 9.016e-02, eta: 7 days, 10:15:48, time: 0.806, data_time: 0.019, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5797, loss_cls: 3.0415, loss: 3.0415, grad_norm: 2.2394 2020-07-25 17:39:35,013 - mmaction - INFO - Epoch [53][1220/3757] lr: 9.016e-02, eta: 7 days, 10:15:23, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5859, loss_cls: 3.0651, loss: 3.0651, grad_norm: 2.2180 2020-07-25 17:39:50,776 - mmaction - INFO - Epoch [53][1240/3757] lr: 9.016e-02, eta: 7 days, 10:14:58, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.1082, loss: 3.1082, grad_norm: 2.2818 2020-07-25 17:40:06,576 - mmaction - INFO - Epoch [53][1260/3757] lr: 9.016e-02, eta: 7 days, 10:14:33, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5891, loss_cls: 3.1146, loss: 3.1146, grad_norm: 2.3355 2020-07-25 17:40:22,276 - mmaction - INFO - Epoch [53][1280/3757] lr: 9.016e-02, eta: 7 days, 10:14:07, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5711, loss_cls: 3.1513, loss: 3.1513, grad_norm: 2.2397 2020-07-25 17:40:38,081 - mmaction - INFO - Epoch [53][1300/3757] lr: 9.016e-02, eta: 7 days, 10:13:42, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5695, loss_cls: 3.1121, loss: 3.1121, grad_norm: 2.2461 2020-07-25 17:40:54,305 - mmaction - INFO - Epoch [53][1320/3757] lr: 9.016e-02, eta: 7 days, 10:13:21, time: 0.811, data_time: 0.021, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5930, loss_cls: 3.0240, loss: 3.0240, grad_norm: 2.2268 2020-07-25 17:41:10,071 - mmaction - INFO - Epoch [53][1340/3757] lr: 9.016e-02, eta: 7 days, 10:12:56, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5914, loss_cls: 3.0278, loss: 3.0278, grad_norm: 2.2068 2020-07-25 17:41:25,849 - mmaction - INFO - Epoch [53][1360/3757] lr: 9.016e-02, eta: 7 days, 10:12:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5602, loss_cls: 3.1903, loss: 3.1903, grad_norm: 2.2568 2020-07-25 17:41:41,608 - mmaction - INFO - Epoch [53][1380/3757] lr: 9.016e-02, eta: 7 days, 10:12:05, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5750, loss_cls: 3.1332, loss: 3.1332, grad_norm: 2.2787 2020-07-25 17:41:57,507 - mmaction - INFO - Epoch [53][1400/3757] lr: 9.016e-02, eta: 7 days, 10:11:41, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5687, loss_cls: 3.1101, loss: 3.1101, grad_norm: 2.2945 2020-07-25 17:42:13,265 - mmaction - INFO - Epoch [53][1420/3757] lr: 9.016e-02, eta: 7 days, 10:11:16, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5805, loss_cls: 3.0764, loss: 3.0764, grad_norm: 2.2834 2020-07-25 17:42:28,966 - mmaction - INFO - Epoch [53][1440/3757] lr: 9.016e-02, eta: 7 days, 10:10:50, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5734, loss_cls: 3.1487, loss: 3.1487, grad_norm: 2.2598 2020-07-25 17:42:44,738 - mmaction - INFO - Epoch [53][1460/3757] lr: 9.016e-02, eta: 7 days, 10:10:25, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5742, loss_cls: 3.1457, loss: 3.1457, grad_norm: 2.2891 2020-07-25 17:43:00,482 - mmaction - INFO - Epoch [53][1480/3757] lr: 9.016e-02, eta: 7 days, 10:10:00, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5453, loss_cls: 3.1814, loss: 3.1814, grad_norm: 2.2394 2020-07-25 17:43:16,356 - mmaction - INFO - Epoch [53][1500/3757] lr: 9.016e-02, eta: 7 days, 10:09:35, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5789, loss_cls: 3.1094, loss: 3.1094, grad_norm: 2.2250 2020-07-25 17:43:32,165 - mmaction - INFO - Epoch [53][1520/3757] lr: 9.016e-02, eta: 7 days, 10:09:11, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5766, loss_cls: 3.0530, loss: 3.0530, grad_norm: 2.1897 2020-07-25 17:43:48,021 - mmaction - INFO - Epoch [53][1540/3757] lr: 9.016e-02, eta: 7 days, 10:08:46, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5531, loss_cls: 3.1889, loss: 3.1889, grad_norm: 2.2084 2020-07-25 17:44:03,821 - mmaction - INFO - Epoch [53][1560/3757] lr: 9.016e-02, eta: 7 days, 10:08:22, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5664, loss_cls: 3.1368, loss: 3.1368, grad_norm: 2.2402 2020-07-25 17:44:19,677 - mmaction - INFO - Epoch [53][1580/3757] lr: 9.016e-02, eta: 7 days, 10:07:57, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5594, loss_cls: 3.2530, loss: 3.2530, grad_norm: 2.2969 2020-07-25 17:44:35,493 - mmaction - INFO - Epoch [53][1600/3757] lr: 9.016e-02, eta: 7 days, 10:07:32, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5656, loss_cls: 3.1902, loss: 3.1902, grad_norm: 2.2303 2020-07-25 17:44:51,397 - mmaction - INFO - Epoch [53][1620/3757] lr: 9.016e-02, eta: 7 days, 10:07:08, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5836, loss_cls: 3.0764, loss: 3.0764, grad_norm: 2.1994 2020-07-25 17:45:07,177 - mmaction - INFO - Epoch [53][1640/3757] lr: 9.016e-02, eta: 7 days, 10:06:43, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6000, loss_cls: 2.9379, loss: 2.9379, grad_norm: 2.2488 2020-07-25 17:45:22,926 - mmaction - INFO - Epoch [53][1660/3757] lr: 9.016e-02, eta: 7 days, 10:06:18, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5734, loss_cls: 3.1042, loss: 3.1042, grad_norm: 2.3067 2020-07-25 17:45:38,761 - mmaction - INFO - Epoch [53][1680/3757] lr: 9.016e-02, eta: 7 days, 10:05:54, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5797, loss_cls: 3.1181, loss: 3.1181, grad_norm: 2.2630 2020-07-25 17:45:54,503 - mmaction - INFO - Epoch [53][1700/3757] lr: 9.016e-02, eta: 7 days, 10:05:28, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5828, loss_cls: 3.0756, loss: 3.0756, grad_norm: 2.2633 2020-07-25 17:46:10,389 - mmaction - INFO - Epoch [53][1720/3757] lr: 9.016e-02, eta: 7 days, 10:05:04, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5836, loss_cls: 3.0792, loss: 3.0792, grad_norm: 2.3030 2020-07-25 17:46:26,310 - mmaction - INFO - Epoch [53][1740/3757] lr: 9.016e-02, eta: 7 days, 10:04:40, time: 0.794, data_time: 0.006, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5797, loss_cls: 3.0995, loss: 3.0995, grad_norm: 2.3121 2020-07-25 17:46:42,113 - mmaction - INFO - Epoch [53][1760/3757] lr: 9.016e-02, eta: 7 days, 10:04:16, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5750, loss_cls: 3.0986, loss: 3.0986, grad_norm: 2.3016 2020-07-25 17:46:57,876 - mmaction - INFO - Epoch [53][1780/3757] lr: 9.016e-02, eta: 7 days, 10:03:51, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5711, loss_cls: 3.1586, loss: 3.1586, grad_norm: 2.2658 2020-07-25 17:47:13,687 - mmaction - INFO - Epoch [53][1800/3757] lr: 9.016e-02, eta: 7 days, 10:03:26, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5820, loss_cls: 3.1077, loss: 3.1077, grad_norm: 2.2500 2020-07-25 17:47:29,481 - mmaction - INFO - Epoch [53][1820/3757] lr: 9.016e-02, eta: 7 days, 10:03:01, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5820, loss_cls: 3.0803, loss: 3.0803, grad_norm: 2.2534 2020-07-25 17:47:45,293 - mmaction - INFO - Epoch [53][1840/3757] lr: 9.016e-02, eta: 7 days, 10:02:36, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5766, loss_cls: 3.0908, loss: 3.0908, grad_norm: 2.2510 2020-07-25 17:48:01,078 - mmaction - INFO - Epoch [53][1860/3757] lr: 9.016e-02, eta: 7 days, 10:02:11, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5727, loss_cls: 3.1317, loss: 3.1317, grad_norm: 2.1946 2020-07-25 17:48:16,849 - mmaction - INFO - Epoch [53][1880/3757] lr: 9.016e-02, eta: 7 days, 10:01:46, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5852, loss_cls: 3.1066, loss: 3.1066, grad_norm: 2.2762 2020-07-25 17:48:32,640 - mmaction - INFO - Epoch [53][1900/3757] lr: 9.016e-02, eta: 7 days, 10:01:22, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5687, loss_cls: 3.1758, loss: 3.1758, grad_norm: 2.2669 2020-07-25 17:48:48,511 - mmaction - INFO - Epoch [53][1920/3757] lr: 9.016e-02, eta: 7 days, 10:00:57, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5758, loss_cls: 3.1051, loss: 3.1051, grad_norm: 2.2165 2020-07-25 17:49:04,274 - mmaction - INFO - Epoch [53][1940/3757] lr: 9.016e-02, eta: 7 days, 10:00:32, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5797, loss_cls: 3.1280, loss: 3.1280, grad_norm: 2.2882 2020-07-25 17:49:20,059 - mmaction - INFO - Epoch [53][1960/3757] lr: 9.016e-02, eta: 7 days, 10:00:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5938, loss_cls: 3.0472, loss: 3.0472, grad_norm: 2.2383 2020-07-25 17:49:35,804 - mmaction - INFO - Epoch [53][1980/3757] lr: 9.016e-02, eta: 7 days, 9:59:42, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5734, loss_cls: 3.0891, loss: 3.0891, grad_norm: 2.2935 2020-07-25 17:49:51,547 - mmaction - INFO - Epoch [53][2000/3757] lr: 9.016e-02, eta: 7 days, 9:59:17, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.2116, loss: 3.2116, grad_norm: 2.2216 2020-07-25 17:50:07,385 - mmaction - INFO - Epoch [53][2020/3757] lr: 9.016e-02, eta: 7 days, 9:58:52, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5539, loss_cls: 3.1478, loss: 3.1478, grad_norm: 2.3048 2020-07-25 17:50:23,151 - mmaction - INFO - Epoch [53][2040/3757] lr: 9.016e-02, eta: 7 days, 9:58:27, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5695, loss_cls: 3.1903, loss: 3.1903, grad_norm: 2.2904 2020-07-25 17:50:38,925 - mmaction - INFO - Epoch [53][2060/3757] lr: 9.016e-02, eta: 7 days, 9:58:02, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5508, loss_cls: 3.2432, loss: 3.2432, grad_norm: 2.2581 2020-07-25 17:50:54,754 - mmaction - INFO - Epoch [53][2080/3757] lr: 9.016e-02, eta: 7 days, 9:57:38, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5680, loss_cls: 3.0596, loss: 3.0596, grad_norm: 2.2191 2020-07-25 17:51:10,555 - mmaction - INFO - Epoch [53][2100/3757] lr: 9.016e-02, eta: 7 days, 9:57:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5852, loss_cls: 3.0733, loss: 3.0733, grad_norm: 2.2255 2020-07-25 17:51:26,268 - mmaction - INFO - Epoch [53][2120/3757] lr: 9.016e-02, eta: 7 days, 9:56:48, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5742, loss_cls: 3.1264, loss: 3.1264, grad_norm: 2.2386 2020-07-25 17:51:42,072 - mmaction - INFO - Epoch [53][2140/3757] lr: 9.016e-02, eta: 7 days, 9:56:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5898, loss_cls: 3.1252, loss: 3.1252, grad_norm: 2.2616 2020-07-25 17:51:58,011 - mmaction - INFO - Epoch [53][2160/3757] lr: 9.016e-02, eta: 7 days, 9:55:59, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5758, loss_cls: 3.0991, loss: 3.0991, grad_norm: 2.2230 2020-07-25 17:52:13,743 - mmaction - INFO - Epoch [53][2180/3757] lr: 9.016e-02, eta: 7 days, 9:55:34, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5703, loss_cls: 3.0994, loss: 3.0994, grad_norm: 2.2904 2020-07-25 17:52:29,582 - mmaction - INFO - Epoch [53][2200/3757] lr: 9.016e-02, eta: 7 days, 9:55:10, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5844, loss_cls: 3.1082, loss: 3.1082, grad_norm: 2.2036 2020-07-25 17:52:45,364 - mmaction - INFO - Epoch [53][2220/3757] lr: 9.016e-02, eta: 7 days, 9:54:45, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5852, loss_cls: 3.0904, loss: 3.0904, grad_norm: 2.2508 2020-07-25 17:53:01,134 - mmaction - INFO - Epoch [53][2240/3757] lr: 9.016e-02, eta: 7 days, 9:54:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5531, loss_cls: 3.2041, loss: 3.2041, grad_norm: 2.2329 2020-07-25 17:53:16,988 - mmaction - INFO - Epoch [53][2260/3757] lr: 9.016e-02, eta: 7 days, 9:53:55, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5687, loss_cls: 3.1220, loss: 3.1220, grad_norm: 2.2124 2020-07-25 17:53:32,828 - mmaction - INFO - Epoch [53][2280/3757] lr: 9.016e-02, eta: 7 days, 9:53:31, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5500, loss_cls: 3.2298, loss: 3.2298, grad_norm: 2.2571 2020-07-25 17:53:48,615 - mmaction - INFO - Epoch [53][2300/3757] lr: 9.016e-02, eta: 7 days, 9:53:06, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5594, loss_cls: 3.1321, loss: 3.1321, grad_norm: 2.2428 2020-07-25 17:54:04,417 - mmaction - INFO - Epoch [53][2320/3757] lr: 9.016e-02, eta: 7 days, 9:52:42, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5977, loss_cls: 3.0695, loss: 3.0695, grad_norm: 2.1706 2020-07-25 17:54:20,137 - mmaction - INFO - Epoch [53][2340/3757] lr: 9.016e-02, eta: 7 days, 9:52:16, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5687, loss_cls: 3.0978, loss: 3.0978, grad_norm: 2.1829 2020-07-25 17:54:35,955 - mmaction - INFO - Epoch [53][2360/3757] lr: 9.016e-02, eta: 7 days, 9:51:52, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5805, loss_cls: 3.0969, loss: 3.0969, grad_norm: 2.2486 2020-07-25 17:54:51,686 - mmaction - INFO - Epoch [53][2380/3757] lr: 9.016e-02, eta: 7 days, 9:51:27, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5852, loss_cls: 3.0812, loss: 3.0812, grad_norm: 2.2568 2020-07-25 17:55:07,573 - mmaction - INFO - Epoch [53][2400/3757] lr: 9.016e-02, eta: 7 days, 9:51:03, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5711, loss_cls: 3.0956, loss: 3.0956, grad_norm: 2.2509 2020-07-25 17:55:24,144 - mmaction - INFO - Epoch [53][2420/3757] lr: 9.016e-02, eta: 7 days, 9:50:44, time: 0.829, data_time: 0.043, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6227, loss_cls: 2.9500, loss: 2.9500, grad_norm: 2.2308 2020-07-25 17:55:39,989 - mmaction - INFO - Epoch [53][2440/3757] lr: 9.016e-02, eta: 7 days, 9:50:20, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5773, loss_cls: 3.1309, loss: 3.1309, grad_norm: 2.3105 2020-07-25 17:55:55,749 - mmaction - INFO - Epoch [53][2460/3757] lr: 9.016e-02, eta: 7 days, 9:49:55, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5711, loss_cls: 3.1492, loss: 3.1492, grad_norm: 2.2696 2020-07-25 17:56:11,470 - mmaction - INFO - Epoch [53][2480/3757] lr: 9.016e-02, eta: 7 days, 9:49:30, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5820, loss_cls: 3.1745, loss: 3.1745, grad_norm: 2.2503 2020-07-25 17:56:27,408 - mmaction - INFO - Epoch [53][2500/3757] lr: 9.016e-02, eta: 7 days, 9:49:06, time: 0.797, data_time: 0.011, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5719, loss_cls: 3.1244, loss: 3.1244, grad_norm: 2.2074 2020-07-25 17:56:43,215 - mmaction - INFO - Epoch [53][2520/3757] lr: 9.016e-02, eta: 7 days, 9:48:41, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5734, loss_cls: 3.1436, loss: 3.1436, grad_norm: 2.2740 2020-07-25 17:56:59,031 - mmaction - INFO - Epoch [53][2540/3757] lr: 9.016e-02, eta: 7 days, 9:48:17, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5711, loss_cls: 3.1636, loss: 3.1636, grad_norm: 2.2623 2020-07-25 17:57:14,803 - mmaction - INFO - Epoch [53][2560/3757] lr: 9.016e-02, eta: 7 days, 9:47:52, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5805, loss_cls: 3.0869, loss: 3.0869, grad_norm: 2.2322 2020-07-25 17:57:30,678 - mmaction - INFO - Epoch [53][2580/3757] lr: 9.016e-02, eta: 7 days, 9:47:28, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5773, loss_cls: 3.1017, loss: 3.1017, grad_norm: 2.2347 2020-07-25 17:57:46,469 - mmaction - INFO - Epoch [53][2600/3757] lr: 9.016e-02, eta: 7 days, 9:47:03, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5961, loss_cls: 3.0695, loss: 3.0695, grad_norm: 2.2795 2020-07-25 17:58:02,238 - mmaction - INFO - Epoch [53][2620/3757] lr: 9.016e-02, eta: 7 days, 9:46:38, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5641, loss_cls: 3.1912, loss: 3.1912, grad_norm: 2.3438 2020-07-25 17:58:18,008 - mmaction - INFO - Epoch [53][2640/3757] lr: 9.016e-02, eta: 7 days, 9:46:13, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5734, loss_cls: 3.0720, loss: 3.0720, grad_norm: 2.2550 2020-07-25 17:58:33,850 - mmaction - INFO - Epoch [53][2660/3757] lr: 9.016e-02, eta: 7 days, 9:45:49, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5805, loss_cls: 3.0850, loss: 3.0850, grad_norm: 2.2930 2020-07-25 17:58:49,681 - mmaction - INFO - Epoch [53][2680/3757] lr: 9.016e-02, eta: 7 days, 9:45:25, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5594, loss_cls: 3.1549, loss: 3.1549, grad_norm: 2.2367 2020-07-25 17:59:05,489 - mmaction - INFO - Epoch [53][2700/3757] lr: 9.016e-02, eta: 7 days, 9:45:00, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5789, loss_cls: 3.0916, loss: 3.0916, grad_norm: 2.1897 2020-07-25 17:59:21,243 - mmaction - INFO - Epoch [53][2720/3757] lr: 9.016e-02, eta: 7 days, 9:44:35, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5641, loss_cls: 3.1904, loss: 3.1904, grad_norm: 2.2549 2020-07-25 17:59:37,009 - mmaction - INFO - Epoch [53][2740/3757] lr: 9.016e-02, eta: 7 days, 9:44:10, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5914, loss_cls: 3.0196, loss: 3.0196, grad_norm: 2.1995 2020-07-25 17:59:53,123 - mmaction - INFO - Epoch [53][2760/3757] lr: 9.016e-02, eta: 7 days, 9:43:48, time: 0.806, data_time: 0.014, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5531, loss_cls: 3.2150, loss: 3.2150, grad_norm: 2.2827 2020-07-25 18:00:14,071 - mmaction - INFO - Epoch [53][2780/3757] lr: 9.016e-02, eta: 7 days, 9:44:06, time: 1.045, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5789, loss_cls: 3.0648, loss: 3.0648, grad_norm: 2.2679 2020-07-25 18:00:29,852 - mmaction - INFO - Epoch [53][2800/3757] lr: 9.016e-02, eta: 7 days, 9:43:41, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5633, loss_cls: 3.1252, loss: 3.1252, grad_norm: 2.2633 2020-07-25 18:00:45,623 - mmaction - INFO - Epoch [53][2820/3757] lr: 9.016e-02, eta: 7 days, 9:43:16, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6047, loss_cls: 2.9682, loss: 2.9682, grad_norm: 2.3121 2020-07-25 18:01:01,423 - mmaction - INFO - Epoch [53][2840/3757] lr: 9.016e-02, eta: 7 days, 9:42:52, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5742, loss_cls: 3.1321, loss: 3.1321, grad_norm: 2.3051 2020-07-25 18:01:17,209 - mmaction - INFO - Epoch [53][2860/3757] lr: 9.016e-02, eta: 7 days, 9:42:27, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5680, loss_cls: 3.1696, loss: 3.1696, grad_norm: 2.2447 2020-07-25 18:01:32,981 - mmaction - INFO - Epoch [53][2880/3757] lr: 9.016e-02, eta: 7 days, 9:42:02, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5852, loss_cls: 3.1032, loss: 3.1032, grad_norm: 2.2289 2020-07-25 18:01:48,853 - mmaction - INFO - Epoch [53][2900/3757] lr: 9.016e-02, eta: 7 days, 9:41:38, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5664, loss_cls: 3.1302, loss: 3.1302, grad_norm: 2.2642 2020-07-25 18:02:04,626 - mmaction - INFO - Epoch [53][2920/3757] lr: 9.016e-02, eta: 7 days, 9:41:13, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5773, loss_cls: 3.0578, loss: 3.0578, grad_norm: 2.2691 2020-07-25 18:02:20,439 - mmaction - INFO - Epoch [53][2940/3757] lr: 9.016e-02, eta: 7 days, 9:40:49, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5602, loss_cls: 3.1893, loss: 3.1893, grad_norm: 2.2980 2020-07-25 18:02:36,255 - mmaction - INFO - Epoch [53][2960/3757] lr: 9.016e-02, eta: 7 days, 9:40:24, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5484, loss_cls: 3.1916, loss: 3.1916, grad_norm: 2.2312 2020-07-25 18:02:52,149 - mmaction - INFO - Epoch [53][2980/3757] lr: 9.016e-02, eta: 7 days, 9:40:00, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5531, loss_cls: 3.1089, loss: 3.1089, grad_norm: 2.2229 2020-07-25 18:03:08,063 - mmaction - INFO - Epoch [53][3000/3757] lr: 9.016e-02, eta: 7 days, 9:39:37, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5703, loss_cls: 3.0913, loss: 3.0913, grad_norm: 2.2756 2020-07-25 18:03:23,958 - mmaction - INFO - Epoch [53][3020/3757] lr: 9.016e-02, eta: 7 days, 9:39:13, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1118, loss: 3.1118, grad_norm: 2.2764 2020-07-25 18:03:39,790 - mmaction - INFO - Epoch [53][3040/3757] lr: 9.016e-02, eta: 7 days, 9:38:49, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5891, loss_cls: 3.1385, loss: 3.1385, grad_norm: 2.2141 2020-07-25 18:03:55,715 - mmaction - INFO - Epoch [53][3060/3757] lr: 9.016e-02, eta: 7 days, 9:38:25, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5852, loss_cls: 3.1182, loss: 3.1182, grad_norm: 2.2650 2020-07-25 18:04:11,659 - mmaction - INFO - Epoch [53][3080/3757] lr: 9.016e-02, eta: 7 days, 9:38:02, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5727, loss_cls: 3.1588, loss: 3.1588, grad_norm: 2.2603 2020-07-25 18:04:27,428 - mmaction - INFO - Epoch [53][3100/3757] lr: 9.016e-02, eta: 7 days, 9:37:37, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5945, loss_cls: 3.0106, loss: 3.0106, grad_norm: 2.2569 2020-07-25 18:04:43,260 - mmaction - INFO - Epoch [53][3120/3757] lr: 9.016e-02, eta: 7 days, 9:37:13, time: 0.792, data_time: 0.007, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5555, loss_cls: 3.2236, loss: 3.2236, grad_norm: 2.3080 2020-07-25 18:04:59,155 - mmaction - INFO - Epoch [53][3140/3757] lr: 9.016e-02, eta: 7 days, 9:36:49, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5875, loss_cls: 3.1505, loss: 3.1505, grad_norm: 2.2510 2020-07-25 18:05:14,902 - mmaction - INFO - Epoch [53][3160/3757] lr: 9.016e-02, eta: 7 days, 9:36:24, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5828, loss_cls: 3.0663, loss: 3.0663, grad_norm: 2.2785 2020-07-25 18:05:30,745 - mmaction - INFO - Epoch [53][3180/3757] lr: 9.016e-02, eta: 7 days, 9:36:00, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5789, loss_cls: 3.0760, loss: 3.0760, grad_norm: 2.2359 2020-07-25 18:05:46,643 - mmaction - INFO - Epoch [53][3200/3757] lr: 9.016e-02, eta: 7 days, 9:35:36, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5891, loss_cls: 3.0991, loss: 3.0991, grad_norm: 2.2988 2020-07-25 18:06:02,391 - mmaction - INFO - Epoch [53][3220/3757] lr: 9.016e-02, eta: 7 days, 9:35:11, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5742, loss_cls: 3.1150, loss: 3.1150, grad_norm: 2.2564 2020-07-25 18:06:18,242 - mmaction - INFO - Epoch [53][3240/3757] lr: 9.016e-02, eta: 7 days, 9:34:47, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5766, loss_cls: 3.1666, loss: 3.1666, grad_norm: 2.2557 2020-07-25 18:06:34,067 - mmaction - INFO - Epoch [53][3260/3757] lr: 9.016e-02, eta: 7 days, 9:34:22, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5570, loss_cls: 3.1795, loss: 3.1795, grad_norm: 2.1935 2020-07-25 18:06:49,886 - mmaction - INFO - Epoch [53][3280/3757] lr: 9.016e-02, eta: 7 days, 9:33:58, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5781, loss_cls: 3.1463, loss: 3.1463, grad_norm: 2.2524 2020-07-25 18:07:05,766 - mmaction - INFO - Epoch [53][3300/3757] lr: 9.016e-02, eta: 7 days, 9:33:34, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5945, loss_cls: 3.0462, loss: 3.0462, grad_norm: 2.2541 2020-07-25 18:07:21,543 - mmaction - INFO - Epoch [53][3320/3757] lr: 9.016e-02, eta: 7 days, 9:33:09, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5805, loss_cls: 3.1113, loss: 3.1113, grad_norm: 2.2520 2020-07-25 18:07:37,414 - mmaction - INFO - Epoch [53][3340/3757] lr: 9.016e-02, eta: 7 days, 9:32:46, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5797, loss_cls: 3.0923, loss: 3.0923, grad_norm: 2.3067 2020-07-25 18:07:53,345 - mmaction - INFO - Epoch [53][3360/3757] lr: 9.016e-02, eta: 7 days, 9:32:22, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5766, loss_cls: 3.0957, loss: 3.0957, grad_norm: 2.2248 2020-07-25 18:08:09,206 - mmaction - INFO - Epoch [53][3380/3757] lr: 9.016e-02, eta: 7 days, 9:31:58, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5586, loss_cls: 3.1981, loss: 3.1981, grad_norm: 2.2661 2020-07-25 18:08:25,089 - mmaction - INFO - Epoch [53][3400/3757] lr: 9.016e-02, eta: 7 days, 9:31:34, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5687, loss_cls: 3.1462, loss: 3.1462, grad_norm: 2.2573 2020-07-25 18:08:40,949 - mmaction - INFO - Epoch [53][3420/3757] lr: 9.016e-02, eta: 7 days, 9:31:10, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5719, loss_cls: 3.1151, loss: 3.1151, grad_norm: 2.1950 2020-07-25 18:08:56,753 - mmaction - INFO - Epoch [53][3440/3757] lr: 9.016e-02, eta: 7 days, 9:30:46, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5906, loss_cls: 3.1009, loss: 3.1009, grad_norm: 2.2460 2020-07-25 18:09:12,800 - mmaction - INFO - Epoch [53][3460/3757] lr: 9.016e-02, eta: 7 days, 9:30:23, time: 0.802, data_time: 0.015, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5656, loss_cls: 3.1130, loss: 3.1130, grad_norm: 2.1650 2020-07-25 18:09:28,627 - mmaction - INFO - Epoch [53][3480/3757] lr: 9.016e-02, eta: 7 days, 9:29:59, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5563, loss_cls: 3.2295, loss: 3.2295, grad_norm: 2.2484 2020-07-25 18:09:44,480 - mmaction - INFO - Epoch [53][3500/3757] lr: 9.016e-02, eta: 7 days, 9:29:35, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5664, loss_cls: 3.1991, loss: 3.1991, grad_norm: 2.2625 2020-07-25 18:10:00,293 - mmaction - INFO - Epoch [53][3520/3757] lr: 9.016e-02, eta: 7 days, 9:29:11, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5922, loss_cls: 3.0021, loss: 3.0021, grad_norm: 2.1943 2020-07-25 18:10:16,208 - mmaction - INFO - Epoch [53][3540/3757] lr: 9.016e-02, eta: 7 days, 9:28:47, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5719, loss_cls: 3.1775, loss: 3.1775, grad_norm: 2.2709 2020-07-25 18:10:32,046 - mmaction - INFO - Epoch [53][3560/3757] lr: 9.016e-02, eta: 7 days, 9:28:23, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5914, loss_cls: 3.0773, loss: 3.0773, grad_norm: 2.2493 2020-07-25 18:10:47,905 - mmaction - INFO - Epoch [53][3580/3757] lr: 9.016e-02, eta: 7 days, 9:27:59, time: 0.792, data_time: 0.006, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5703, loss_cls: 3.1197, loss: 3.1197, grad_norm: 2.1954 2020-07-25 18:11:03,803 - mmaction - INFO - Epoch [53][3600/3757] lr: 9.016e-02, eta: 7 days, 9:27:35, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5672, loss_cls: 3.0723, loss: 3.0723, grad_norm: 2.2009 2020-07-25 18:11:19,614 - mmaction - INFO - Epoch [53][3620/3757] lr: 9.016e-02, eta: 7 days, 9:27:11, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 3.0235, loss: 3.0235, grad_norm: 2.2548 2020-07-25 18:11:35,501 - mmaction - INFO - Epoch [53][3640/3757] lr: 9.016e-02, eta: 7 days, 9:26:47, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5773, loss_cls: 3.1366, loss: 3.1366, grad_norm: 2.2944 2020-07-25 18:11:51,431 - mmaction - INFO - Epoch [53][3660/3757] lr: 9.016e-02, eta: 7 days, 9:26:24, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5578, loss_cls: 3.2058, loss: 3.2058, grad_norm: 2.2395 2020-07-25 18:12:07,261 - mmaction - INFO - Epoch [53][3680/3757] lr: 9.016e-02, eta: 7 days, 9:25:59, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6062, loss_cls: 2.9886, loss: 2.9886, grad_norm: 2.1972 2020-07-25 18:12:23,154 - mmaction - INFO - Epoch [53][3700/3757] lr: 9.016e-02, eta: 7 days, 9:25:36, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5953, loss_cls: 3.0676, loss: 3.0676, grad_norm: 2.3305 2020-07-25 18:12:39,026 - mmaction - INFO - Epoch [53][3720/3757] lr: 9.016e-02, eta: 7 days, 9:25:12, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5711, loss_cls: 3.1567, loss: 3.1567, grad_norm: 2.2207 2020-07-25 18:12:54,800 - mmaction - INFO - Epoch [53][3740/3757] lr: 9.016e-02, eta: 7 days, 9:24:47, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5734, loss_cls: 3.1676, loss: 3.1676, grad_norm: 2.1901 2020-07-25 18:16:27,123 - mmaction - INFO - Epoch [54][20/3757] lr: 8.979e-02, eta: 7 days, 9:45:56, time: 9.553, data_time: 8.641, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5742, loss_cls: 3.1173, loss: 3.1173, grad_norm: 2.2032 2020-07-25 18:16:42,903 - mmaction - INFO - Epoch [54][40/3757] lr: 8.979e-02, eta: 7 days, 9:45:31, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5852, loss_cls: 3.0784, loss: 3.0784, grad_norm: 2.2420 2020-07-25 18:16:58,610 - mmaction - INFO - Epoch [54][60/3757] lr: 8.979e-02, eta: 7 days, 9:45:05, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5898, loss_cls: 3.0926, loss: 3.0926, grad_norm: 2.2536 2020-07-25 18:17:14,656 - mmaction - INFO - Epoch [54][80/3757] lr: 8.979e-02, eta: 7 days, 9:44:42, time: 0.802, data_time: 0.014, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5992, loss_cls: 2.9633, loss: 2.9633, grad_norm: 2.2086 2020-07-25 18:17:30,539 - mmaction - INFO - Epoch [54][100/3757] lr: 8.979e-02, eta: 7 days, 9:44:18, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5602, loss_cls: 3.1469, loss: 3.1469, grad_norm: 2.2794 2020-07-25 18:17:46,380 - mmaction - INFO - Epoch [54][120/3757] lr: 8.979e-02, eta: 7 days, 9:43:54, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5789, loss_cls: 3.1148, loss: 3.1148, grad_norm: 2.3136 2020-07-25 18:18:02,164 - mmaction - INFO - Epoch [54][140/3757] lr: 8.979e-02, eta: 7 days, 9:43:29, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5883, loss_cls: 3.0716, loss: 3.0716, grad_norm: 2.2735 2020-07-25 18:18:17,961 - mmaction - INFO - Epoch [54][160/3757] lr: 8.979e-02, eta: 7 days, 9:43:04, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5984, loss_cls: 3.0016, loss: 3.0016, grad_norm: 2.3090 2020-07-25 18:18:33,865 - mmaction - INFO - Epoch [54][180/3757] lr: 8.979e-02, eta: 7 days, 9:42:40, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5461, loss_cls: 3.2324, loss: 3.2324, grad_norm: 2.3364 2020-07-25 18:18:49,856 - mmaction - INFO - Epoch [54][200/3757] lr: 8.979e-02, eta: 7 days, 9:42:17, time: 0.798, data_time: 0.010, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5844, loss_cls: 3.0931, loss: 3.0931, grad_norm: 2.2137 2020-07-25 18:19:05,750 - mmaction - INFO - Epoch [54][220/3757] lr: 8.979e-02, eta: 7 days, 9:41:53, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5727, loss_cls: 3.1590, loss: 3.1590, grad_norm: 2.2183 2020-07-25 18:19:21,654 - mmaction - INFO - Epoch [54][240/3757] lr: 8.979e-02, eta: 7 days, 9:41:29, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5742, loss_cls: 3.1089, loss: 3.1089, grad_norm: 2.2391 2020-07-25 18:19:37,565 - mmaction - INFO - Epoch [54][260/3757] lr: 8.979e-02, eta: 7 days, 9:41:05, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5992, loss_cls: 3.0431, loss: 3.0431, grad_norm: 2.2409 2020-07-25 18:19:53,496 - mmaction - INFO - Epoch [54][280/3757] lr: 8.979e-02, eta: 7 days, 9:40:42, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5617, loss_cls: 3.1480, loss: 3.1480, grad_norm: 2.2901 2020-07-25 18:20:09,310 - mmaction - INFO - Epoch [54][300/3757] lr: 8.979e-02, eta: 7 days, 9:40:17, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5859, loss_cls: 3.0519, loss: 3.0519, grad_norm: 2.2463 2020-07-25 18:20:25,090 - mmaction - INFO - Epoch [54][320/3757] lr: 8.979e-02, eta: 7 days, 9:39:52, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5930, loss_cls: 3.0451, loss: 3.0451, grad_norm: 2.2273 2020-07-25 18:20:40,867 - mmaction - INFO - Epoch [54][340/3757] lr: 8.979e-02, eta: 7 days, 9:39:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5906, loss_cls: 3.0776, loss: 3.0776, grad_norm: 2.2161 2020-07-25 18:20:56,623 - mmaction - INFO - Epoch [54][360/3757] lr: 8.979e-02, eta: 7 days, 9:39:02, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5898, loss_cls: 3.0616, loss: 3.0616, grad_norm: 2.2890 2020-07-25 18:21:12,445 - mmaction - INFO - Epoch [54][380/3757] lr: 8.979e-02, eta: 7 days, 9:38:38, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6047, loss_cls: 2.9833, loss: 2.9833, grad_norm: 2.2123 2020-07-25 18:21:28,228 - mmaction - INFO - Epoch [54][400/3757] lr: 8.979e-02, eta: 7 days, 9:38:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5797, loss_cls: 3.1177, loss: 3.1177, grad_norm: 2.2193 2020-07-25 18:21:44,066 - mmaction - INFO - Epoch [54][420/3757] lr: 8.979e-02, eta: 7 days, 9:37:49, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5836, loss_cls: 3.0223, loss: 3.0223, grad_norm: 2.2875 2020-07-25 18:21:59,803 - mmaction - INFO - Epoch [54][440/3757] lr: 8.979e-02, eta: 7 days, 9:37:24, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5813, loss_cls: 2.9964, loss: 2.9964, grad_norm: 2.2174 2020-07-25 18:22:15,619 - mmaction - INFO - Epoch [54][460/3757] lr: 8.979e-02, eta: 7 days, 9:36:59, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6023, loss_cls: 2.9432, loss: 2.9432, grad_norm: 2.2816 2020-07-25 18:22:31,382 - mmaction - INFO - Epoch [54][480/3757] lr: 8.979e-02, eta: 7 days, 9:36:34, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5859, loss_cls: 3.1002, loss: 3.1002, grad_norm: 2.3835 2020-07-25 18:22:47,200 - mmaction - INFO - Epoch [54][500/3757] lr: 8.979e-02, eta: 7 days, 9:36:10, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5656, loss_cls: 3.1834, loss: 3.1834, grad_norm: 2.3022 2020-07-25 18:23:03,060 - mmaction - INFO - Epoch [54][520/3757] lr: 8.979e-02, eta: 7 days, 9:35:45, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5891, loss_cls: 3.1153, loss: 3.1153, grad_norm: 2.2473 2020-07-25 18:23:18,866 - mmaction - INFO - Epoch [54][540/3757] lr: 8.979e-02, eta: 7 days, 9:35:21, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 3.0320, loss: 3.0320, grad_norm: 2.2493 2020-07-25 18:23:34,613 - mmaction - INFO - Epoch [54][560/3757] lr: 8.979e-02, eta: 7 days, 9:34:56, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5672, loss_cls: 3.1038, loss: 3.1038, grad_norm: 2.3119 2020-07-25 18:23:50,483 - mmaction - INFO - Epoch [54][580/3757] lr: 8.979e-02, eta: 7 days, 9:34:31, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5922, loss_cls: 3.0169, loss: 3.0169, grad_norm: 2.2657 2020-07-25 18:24:06,212 - mmaction - INFO - Epoch [54][600/3757] lr: 8.979e-02, eta: 7 days, 9:34:06, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5555, loss_cls: 3.2180, loss: 3.2180, grad_norm: 2.2685 2020-07-25 18:24:22,085 - mmaction - INFO - Epoch [54][620/3757] lr: 8.979e-02, eta: 7 days, 9:33:42, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5687, loss_cls: 3.1357, loss: 3.1357, grad_norm: 2.2673 2020-07-25 18:24:37,825 - mmaction - INFO - Epoch [54][640/3757] lr: 8.979e-02, eta: 7 days, 9:33:17, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5555, loss_cls: 3.2257, loss: 3.2257, grad_norm: 2.2771 2020-07-25 18:24:53,607 - mmaction - INFO - Epoch [54][660/3757] lr: 8.979e-02, eta: 7 days, 9:32:52, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5773, loss_cls: 3.0700, loss: 3.0700, grad_norm: 2.2208 2020-07-25 18:25:09,390 - mmaction - INFO - Epoch [54][680/3757] lr: 8.979e-02, eta: 7 days, 9:32:28, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5703, loss_cls: 3.1588, loss: 3.1588, grad_norm: 2.2751 2020-07-25 18:25:25,210 - mmaction - INFO - Epoch [54][700/3757] lr: 8.979e-02, eta: 7 days, 9:32:03, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5922, loss_cls: 3.0125, loss: 3.0125, grad_norm: 2.3025 2020-07-25 18:25:41,084 - mmaction - INFO - Epoch [54][720/3757] lr: 8.979e-02, eta: 7 days, 9:31:39, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5516, loss_cls: 3.1648, loss: 3.1648, grad_norm: 2.2889 2020-07-25 18:25:56,804 - mmaction - INFO - Epoch [54][740/3757] lr: 8.979e-02, eta: 7 days, 9:31:14, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.1600, loss: 3.1600, grad_norm: 2.2531 2020-07-25 18:26:12,540 - mmaction - INFO - Epoch [54][760/3757] lr: 8.979e-02, eta: 7 days, 9:30:49, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5602, loss_cls: 3.1046, loss: 3.1046, grad_norm: 2.3234 2020-07-25 18:26:28,340 - mmaction - INFO - Epoch [54][780/3757] lr: 8.979e-02, eta: 7 days, 9:30:24, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5484, loss_cls: 3.1917, loss: 3.1917, grad_norm: 2.1650 2020-07-25 18:26:44,182 - mmaction - INFO - Epoch [54][800/3757] lr: 8.979e-02, eta: 7 days, 9:30:00, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5891, loss_cls: 3.0140, loss: 3.0140, grad_norm: 2.2496 2020-07-25 18:26:59,989 - mmaction - INFO - Epoch [54][820/3757] lr: 8.979e-02, eta: 7 days, 9:29:35, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.2215, loss: 3.2215, grad_norm: 2.2952 2020-07-25 18:27:15,748 - mmaction - INFO - Epoch [54][840/3757] lr: 8.979e-02, eta: 7 days, 9:29:10, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5617, loss_cls: 3.1290, loss: 3.1290, grad_norm: 2.2325 2020-07-25 18:27:31,550 - mmaction - INFO - Epoch [54][860/3757] lr: 8.979e-02, eta: 7 days, 9:28:46, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5828, loss_cls: 3.1282, loss: 3.1282, grad_norm: 2.2432 2020-07-25 18:27:47,447 - mmaction - INFO - Epoch [54][880/3757] lr: 8.979e-02, eta: 7 days, 9:28:22, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5875, loss_cls: 3.0280, loss: 3.0280, grad_norm: 2.2741 2020-07-25 18:28:03,243 - mmaction - INFO - Epoch [54][900/3757] lr: 8.979e-02, eta: 7 days, 9:27:57, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5625, loss_cls: 3.2104, loss: 3.2104, grad_norm: 2.2670 2020-07-25 18:28:19,092 - mmaction - INFO - Epoch [54][920/3757] lr: 8.979e-02, eta: 7 days, 9:27:33, time: 0.791, data_time: 0.007, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5680, loss_cls: 3.1572, loss: 3.1572, grad_norm: 2.2134 2020-07-25 18:28:34,951 - mmaction - INFO - Epoch [54][940/3757] lr: 8.979e-02, eta: 7 days, 9:27:09, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5672, loss_cls: 3.1036, loss: 3.1036, grad_norm: 2.2684 2020-07-25 18:28:50,798 - mmaction - INFO - Epoch [54][960/3757] lr: 8.979e-02, eta: 7 days, 9:26:45, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5680, loss_cls: 3.1253, loss: 3.1253, grad_norm: 2.2526 2020-07-25 18:29:06,681 - mmaction - INFO - Epoch [54][980/3757] lr: 8.979e-02, eta: 7 days, 9:26:21, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5836, loss_cls: 3.0912, loss: 3.0912, grad_norm: 2.2130 2020-07-25 18:29:22,587 - mmaction - INFO - Epoch [54][1000/3757] lr: 8.979e-02, eta: 7 days, 9:25:57, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5898, loss_cls: 3.0439, loss: 3.0439, grad_norm: 2.2914 2020-07-25 18:29:38,391 - mmaction - INFO - Epoch [54][1020/3757] lr: 8.979e-02, eta: 7 days, 9:25:32, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5813, loss_cls: 3.1151, loss: 3.1151, grad_norm: 2.2895 2020-07-25 18:29:54,156 - mmaction - INFO - Epoch [54][1040/3757] lr: 8.979e-02, eta: 7 days, 9:25:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5836, loss_cls: 3.0344, loss: 3.0344, grad_norm: 2.1591 2020-07-25 18:30:10,015 - mmaction - INFO - Epoch [54][1060/3757] lr: 8.979e-02, eta: 7 days, 9:24:44, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5727, loss_cls: 3.1462, loss: 3.1462, grad_norm: 2.2798 2020-07-25 18:30:25,779 - mmaction - INFO - Epoch [54][1080/3757] lr: 8.979e-02, eta: 7 days, 9:24:19, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5922, loss_cls: 3.0335, loss: 3.0335, grad_norm: 2.3075 2020-07-25 18:30:41,511 - mmaction - INFO - Epoch [54][1100/3757] lr: 8.979e-02, eta: 7 days, 9:23:54, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5852, loss_cls: 3.1026, loss: 3.1026, grad_norm: 2.3110 2020-07-25 18:30:57,284 - mmaction - INFO - Epoch [54][1120/3757] lr: 8.979e-02, eta: 7 days, 9:23:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5844, loss_cls: 3.0466, loss: 3.0466, grad_norm: 2.2762 2020-07-25 18:31:13,153 - mmaction - INFO - Epoch [54][1140/3757] lr: 8.979e-02, eta: 7 days, 9:23:05, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5789, loss_cls: 3.0312, loss: 3.0312, grad_norm: 2.2568 2020-07-25 18:31:28,946 - mmaction - INFO - Epoch [54][1160/3757] lr: 8.979e-02, eta: 7 days, 9:22:40, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5625, loss_cls: 3.1938, loss: 3.1938, grad_norm: 2.2438 2020-07-25 18:31:44,711 - mmaction - INFO - Epoch [54][1180/3757] lr: 8.979e-02, eta: 7 days, 9:22:15, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5539, loss_cls: 3.1620, loss: 3.1620, grad_norm: 2.2587 2020-07-25 18:32:00,491 - mmaction - INFO - Epoch [54][1200/3757] lr: 8.979e-02, eta: 7 days, 9:21:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5773, loss_cls: 3.1113, loss: 3.1113, grad_norm: 2.2380 2020-07-25 18:32:16,325 - mmaction - INFO - Epoch [54][1220/3757] lr: 8.979e-02, eta: 7 days, 9:21:26, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5602, loss_cls: 3.1829, loss: 3.1829, grad_norm: 2.2784 2020-07-25 18:32:32,085 - mmaction - INFO - Epoch [54][1240/3757] lr: 8.979e-02, eta: 7 days, 9:21:02, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5797, loss_cls: 3.0931, loss: 3.0931, grad_norm: 2.2356 2020-07-25 18:32:47,881 - mmaction - INFO - Epoch [54][1260/3757] lr: 8.979e-02, eta: 7 days, 9:20:37, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5648, loss_cls: 3.0823, loss: 3.0823, grad_norm: 2.2800 2020-07-25 18:33:03,757 - mmaction - INFO - Epoch [54][1280/3757] lr: 8.979e-02, eta: 7 days, 9:20:13, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5516, loss_cls: 3.1757, loss: 3.1757, grad_norm: 2.2252 2020-07-25 18:33:19,593 - mmaction - INFO - Epoch [54][1300/3757] lr: 8.979e-02, eta: 7 days, 9:19:49, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5781, loss_cls: 3.0349, loss: 3.0349, grad_norm: 2.1848 2020-07-25 18:33:35,491 - mmaction - INFO - Epoch [54][1320/3757] lr: 8.979e-02, eta: 7 days, 9:19:25, time: 0.795, data_time: 0.001, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5789, loss_cls: 3.0395, loss: 3.0395, grad_norm: 2.3382 2020-07-25 18:33:51,182 - mmaction - INFO - Epoch [54][1340/3757] lr: 8.979e-02, eta: 7 days, 9:19:00, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5898, loss_cls: 3.1359, loss: 3.1359, grad_norm: 2.3319 2020-07-25 18:34:07,031 - mmaction - INFO - Epoch [54][1360/3757] lr: 8.979e-02, eta: 7 days, 9:18:35, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5859, loss_cls: 3.0955, loss: 3.0955, grad_norm: 2.3239 2020-07-25 18:34:22,876 - mmaction - INFO - Epoch [54][1380/3757] lr: 8.979e-02, eta: 7 days, 9:18:11, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5727, loss_cls: 3.1098, loss: 3.1098, grad_norm: 2.2903 2020-07-25 18:34:38,711 - mmaction - INFO - Epoch [54][1400/3757] lr: 8.979e-02, eta: 7 days, 9:17:47, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5898, loss_cls: 3.0562, loss: 3.0562, grad_norm: 2.2613 2020-07-25 18:34:54,457 - mmaction - INFO - Epoch [54][1420/3757] lr: 8.979e-02, eta: 7 days, 9:17:22, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5742, loss_cls: 3.1327, loss: 3.1327, grad_norm: 2.2857 2020-07-25 18:35:10,357 - mmaction - INFO - Epoch [54][1440/3757] lr: 8.979e-02, eta: 7 days, 9:16:59, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5852, loss_cls: 3.1102, loss: 3.1102, grad_norm: 2.3133 2020-07-25 18:35:26,167 - mmaction - INFO - Epoch [54][1460/3757] lr: 8.979e-02, eta: 7 days, 9:16:34, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5961, loss_cls: 3.0598, loss: 3.0598, grad_norm: 2.2733 2020-07-25 18:35:42,004 - mmaction - INFO - Epoch [54][1480/3757] lr: 8.979e-02, eta: 7 days, 9:16:10, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5672, loss_cls: 3.2357, loss: 3.2357, grad_norm: 2.2785 2020-07-25 18:35:57,785 - mmaction - INFO - Epoch [54][1500/3757] lr: 8.979e-02, eta: 7 days, 9:15:45, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5469, loss_cls: 3.1619, loss: 3.1619, grad_norm: 2.2346 2020-07-25 18:36:13,587 - mmaction - INFO - Epoch [54][1520/3757] lr: 8.979e-02, eta: 7 days, 9:15:21, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6008, loss_cls: 3.0177, loss: 3.0177, grad_norm: 2.2505 2020-07-25 18:36:29,399 - mmaction - INFO - Epoch [54][1540/3757] lr: 8.979e-02, eta: 7 days, 9:14:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5766, loss_cls: 3.1460, loss: 3.1460, grad_norm: 2.3242 2020-07-25 18:36:45,200 - mmaction - INFO - Epoch [54][1560/3757] lr: 8.979e-02, eta: 7 days, 9:14:32, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5727, loss_cls: 3.1114, loss: 3.1114, grad_norm: 2.2264 2020-07-25 18:37:01,066 - mmaction - INFO - Epoch [54][1580/3757] lr: 8.979e-02, eta: 7 days, 9:14:08, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5797, loss_cls: 3.1077, loss: 3.1077, grad_norm: 2.2243 2020-07-25 18:37:16,905 - mmaction - INFO - Epoch [54][1600/3757] lr: 8.979e-02, eta: 7 days, 9:13:44, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5750, loss_cls: 3.1067, loss: 3.1067, grad_norm: 2.1959 2020-07-25 18:37:32,661 - mmaction - INFO - Epoch [54][1620/3757] lr: 8.979e-02, eta: 7 days, 9:13:19, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0375, loss: 3.0375, grad_norm: 2.2082 2020-07-25 18:37:48,465 - mmaction - INFO - Epoch [54][1640/3757] lr: 8.979e-02, eta: 7 days, 9:12:55, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5602, loss_cls: 3.1264, loss: 3.1264, grad_norm: 2.2334 2020-07-25 18:38:04,245 - mmaction - INFO - Epoch [54][1660/3757] lr: 8.979e-02, eta: 7 days, 9:12:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5633, loss_cls: 3.1766, loss: 3.1766, grad_norm: 2.2588 2020-07-25 18:38:20,027 - mmaction - INFO - Epoch [54][1680/3757] lr: 8.979e-02, eta: 7 days, 9:12:05, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0823, loss: 3.0823, grad_norm: 2.2692 2020-07-25 18:38:35,802 - mmaction - INFO - Epoch [54][1700/3757] lr: 8.979e-02, eta: 7 days, 9:11:41, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5352, loss_cls: 3.2438, loss: 3.2438, grad_norm: 2.2448 2020-07-25 18:38:51,707 - mmaction - INFO - Epoch [54][1720/3757] lr: 8.979e-02, eta: 7 days, 9:11:17, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5891, loss_cls: 3.1252, loss: 3.1252, grad_norm: 2.2579 2020-07-25 18:39:07,659 - mmaction - INFO - Epoch [54][1740/3757] lr: 8.979e-02, eta: 7 days, 9:10:54, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5656, loss_cls: 3.1651, loss: 3.1651, grad_norm: 2.3096 2020-07-25 18:39:23,499 - mmaction - INFO - Epoch [54][1760/3757] lr: 8.979e-02, eta: 7 days, 9:10:30, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5578, loss_cls: 3.1648, loss: 3.1648, grad_norm: 2.2495 2020-07-25 18:39:39,192 - mmaction - INFO - Epoch [54][1780/3757] lr: 8.979e-02, eta: 7 days, 9:10:05, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5906, loss_cls: 3.0607, loss: 3.0607, grad_norm: 2.2948 2020-07-25 18:39:55,035 - mmaction - INFO - Epoch [54][1800/3757] lr: 8.979e-02, eta: 7 days, 9:09:40, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5695, loss_cls: 3.1334, loss: 3.1334, grad_norm: 2.3199 2020-07-25 18:40:10,809 - mmaction - INFO - Epoch [54][1820/3757] lr: 8.979e-02, eta: 7 days, 9:09:16, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5727, loss_cls: 3.1068, loss: 3.1068, grad_norm: 2.2740 2020-07-25 18:40:26,636 - mmaction - INFO - Epoch [54][1840/3757] lr: 8.979e-02, eta: 7 days, 9:08:52, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5922, loss_cls: 3.0357, loss: 3.0357, grad_norm: 2.3182 2020-07-25 18:40:42,439 - mmaction - INFO - Epoch [54][1860/3757] lr: 8.979e-02, eta: 7 days, 9:08:27, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5555, loss_cls: 3.1244, loss: 3.1244, grad_norm: 2.2601 2020-07-25 18:40:58,219 - mmaction - INFO - Epoch [54][1880/3757] lr: 8.979e-02, eta: 7 days, 9:08:03, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5961, loss_cls: 3.0425, loss: 3.0425, grad_norm: 2.2483 2020-07-25 18:41:13,996 - mmaction - INFO - Epoch [54][1900/3757] lr: 8.979e-02, eta: 7 days, 9:07:38, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5750, loss_cls: 3.1010, loss: 3.1010, grad_norm: 2.3246 2020-07-25 18:41:29,849 - mmaction - INFO - Epoch [54][1920/3757] lr: 8.979e-02, eta: 7 days, 9:07:14, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.1848, loss: 3.1848, grad_norm: 2.2780 2020-07-25 18:41:45,677 - mmaction - INFO - Epoch [54][1940/3757] lr: 8.979e-02, eta: 7 days, 9:06:50, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5820, loss_cls: 3.0299, loss: 3.0299, grad_norm: 2.2410 2020-07-25 18:42:01,415 - mmaction - INFO - Epoch [54][1960/3757] lr: 8.979e-02, eta: 7 days, 9:06:25, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5750, loss_cls: 3.0948, loss: 3.0948, grad_norm: 2.3220 2020-07-25 18:42:17,294 - mmaction - INFO - Epoch [54][1980/3757] lr: 8.979e-02, eta: 7 days, 9:06:01, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5727, loss_cls: 3.1302, loss: 3.1302, grad_norm: 2.2984 2020-07-25 18:42:32,986 - mmaction - INFO - Epoch [54][2000/3757] lr: 8.979e-02, eta: 7 days, 9:05:36, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5875, loss_cls: 3.1120, loss: 3.1120, grad_norm: 2.2732 2020-07-25 18:42:48,791 - mmaction - INFO - Epoch [54][2020/3757] lr: 8.979e-02, eta: 7 days, 9:05:11, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5766, loss_cls: 3.0739, loss: 3.0739, grad_norm: 2.2700 2020-07-25 18:43:04,640 - mmaction - INFO - Epoch [54][2040/3757] lr: 8.979e-02, eta: 7 days, 9:04:48, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5914, loss_cls: 3.0994, loss: 3.0994, grad_norm: 2.2584 2020-07-25 18:43:20,412 - mmaction - INFO - Epoch [54][2060/3757] lr: 8.979e-02, eta: 7 days, 9:04:23, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5781, loss_cls: 3.1241, loss: 3.1241, grad_norm: 2.2160 2020-07-25 18:43:36,142 - mmaction - INFO - Epoch [54][2080/3757] lr: 8.979e-02, eta: 7 days, 9:03:58, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5492, loss_cls: 3.1828, loss: 3.1828, grad_norm: 2.2363 2020-07-25 18:43:51,907 - mmaction - INFO - Epoch [54][2100/3757] lr: 8.979e-02, eta: 7 days, 9:03:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5820, loss_cls: 3.0819, loss: 3.0819, grad_norm: 2.3048 2020-07-25 18:44:07,687 - mmaction - INFO - Epoch [54][2120/3757] lr: 8.979e-02, eta: 7 days, 9:03:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5766, loss_cls: 3.1119, loss: 3.1119, grad_norm: 2.3299 2020-07-25 18:44:23,487 - mmaction - INFO - Epoch [54][2140/3757] lr: 8.979e-02, eta: 7 days, 9:02:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5539, loss_cls: 3.1605, loss: 3.1605, grad_norm: 2.2808 2020-07-25 18:44:39,398 - mmaction - INFO - Epoch [54][2160/3757] lr: 8.979e-02, eta: 7 days, 9:02:21, time: 0.795, data_time: 0.009, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5719, loss_cls: 3.0890, loss: 3.0890, grad_norm: 2.3014 2020-07-25 18:44:55,161 - mmaction - INFO - Epoch [54][2180/3757] lr: 8.979e-02, eta: 7 days, 9:01:56, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5758, loss_cls: 3.0596, loss: 3.0596, grad_norm: 2.2740 2020-07-25 18:45:10,972 - mmaction - INFO - Epoch [54][2200/3757] lr: 8.979e-02, eta: 7 days, 9:01:32, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5719, loss_cls: 3.1789, loss: 3.1789, grad_norm: 2.3591 2020-07-25 18:45:26,833 - mmaction - INFO - Epoch [54][2220/3757] lr: 8.979e-02, eta: 7 days, 9:01:08, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5578, loss_cls: 3.1681, loss: 3.1681, grad_norm: 2.2331 2020-07-25 18:45:42,688 - mmaction - INFO - Epoch [54][2240/3757] lr: 8.979e-02, eta: 7 days, 9:00:44, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5930, loss_cls: 2.9716, loss: 2.9716, grad_norm: 2.2397 2020-07-25 18:45:58,572 - mmaction - INFO - Epoch [54][2260/3757] lr: 8.979e-02, eta: 7 days, 9:00:20, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5602, loss_cls: 3.1370, loss: 3.1370, grad_norm: 2.3239 2020-07-25 18:46:14,432 - mmaction - INFO - Epoch [54][2280/3757] lr: 8.979e-02, eta: 7 days, 8:59:57, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5602, loss_cls: 3.0682, loss: 3.0682, grad_norm: 2.2567 2020-07-25 18:46:30,214 - mmaction - INFO - Epoch [54][2300/3757] lr: 8.979e-02, eta: 7 days, 8:59:32, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5773, loss_cls: 3.1290, loss: 3.1290, grad_norm: 2.2533 2020-07-25 18:46:46,023 - mmaction - INFO - Epoch [54][2320/3757] lr: 8.979e-02, eta: 7 days, 8:59:08, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.6016, loss_cls: 2.9918, loss: 2.9918, grad_norm: 2.2232 2020-07-25 18:47:01,866 - mmaction - INFO - Epoch [54][2340/3757] lr: 8.979e-02, eta: 7 days, 8:58:44, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.2326, loss: 3.2326, grad_norm: 2.3176 2020-07-25 18:47:17,829 - mmaction - INFO - Epoch [54][2360/3757] lr: 8.979e-02, eta: 7 days, 8:58:21, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5633, loss_cls: 3.1566, loss: 3.1566, grad_norm: 2.1940 2020-07-25 18:47:33,821 - mmaction - INFO - Epoch [54][2380/3757] lr: 8.979e-02, eta: 7 days, 8:57:58, time: 0.800, data_time: 0.005, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5867, loss_cls: 3.0765, loss: 3.0765, grad_norm: 2.1942 2020-07-25 18:47:49,798 - mmaction - INFO - Epoch [54][2400/3757] lr: 8.979e-02, eta: 7 days, 8:57:35, time: 0.800, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5727, loss_cls: 3.1330, loss: 3.1330, grad_norm: 2.2517 2020-07-25 18:48:05,640 - mmaction - INFO - Epoch [54][2420/3757] lr: 8.979e-02, eta: 7 days, 8:57:11, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5609, loss_cls: 3.1433, loss: 3.1433, grad_norm: 2.2884 2020-07-25 18:48:21,437 - mmaction - INFO - Epoch [54][2440/3757] lr: 8.979e-02, eta: 7 days, 8:56:47, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5883, loss_cls: 3.1138, loss: 3.1138, grad_norm: 2.3095 2020-07-25 18:48:37,295 - mmaction - INFO - Epoch [54][2460/3757] lr: 8.979e-02, eta: 7 days, 8:56:23, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5664, loss_cls: 3.1007, loss: 3.1007, grad_norm: 2.2821 2020-07-25 18:48:53,166 - mmaction - INFO - Epoch [54][2480/3757] lr: 8.979e-02, eta: 7 days, 8:55:59, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5820, loss_cls: 3.0389, loss: 3.0389, grad_norm: 2.2588 2020-07-25 18:49:08,970 - mmaction - INFO - Epoch [54][2500/3757] lr: 8.979e-02, eta: 7 days, 8:55:35, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5523, loss_cls: 3.1769, loss: 3.1769, grad_norm: 2.2024 2020-07-25 18:49:24,790 - mmaction - INFO - Epoch [54][2520/3757] lr: 8.979e-02, eta: 7 days, 8:55:11, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5859, loss_cls: 3.1353, loss: 3.1353, grad_norm: 2.2370 2020-07-25 18:49:40,675 - mmaction - INFO - Epoch [54][2540/3757] lr: 8.979e-02, eta: 7 days, 8:54:47, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5859, loss_cls: 3.1237, loss: 3.1237, grad_norm: 2.2971 2020-07-25 18:49:56,434 - mmaction - INFO - Epoch [54][2560/3757] lr: 8.979e-02, eta: 7 days, 8:54:22, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5813, loss_cls: 3.0741, loss: 3.0741, grad_norm: 2.2872 2020-07-25 18:50:12,227 - mmaction - INFO - Epoch [54][2580/3757] lr: 8.979e-02, eta: 7 days, 8:53:58, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5703, loss_cls: 3.1509, loss: 3.1509, grad_norm: 2.2914 2020-07-25 18:50:27,982 - mmaction - INFO - Epoch [54][2600/3757] lr: 8.979e-02, eta: 7 days, 8:53:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5625, loss_cls: 3.1986, loss: 3.1986, grad_norm: 2.2616 2020-07-25 18:50:43,732 - mmaction - INFO - Epoch [54][2620/3757] lr: 8.979e-02, eta: 7 days, 8:53:09, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5687, loss_cls: 3.1378, loss: 3.1378, grad_norm: 2.2540 2020-07-25 18:50:59,527 - mmaction - INFO - Epoch [54][2640/3757] lr: 8.979e-02, eta: 7 days, 8:52:44, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5852, loss_cls: 3.0822, loss: 3.0822, grad_norm: 2.2234 2020-07-25 18:51:15,303 - mmaction - INFO - Epoch [54][2660/3757] lr: 8.979e-02, eta: 7 days, 8:52:20, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.1495, loss: 3.1495, grad_norm: 2.2692 2020-07-25 18:51:31,138 - mmaction - INFO - Epoch [54][2680/3757] lr: 8.979e-02, eta: 7 days, 8:51:56, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5703, loss_cls: 3.0909, loss: 3.0909, grad_norm: 2.2191 2020-07-25 18:51:46,949 - mmaction - INFO - Epoch [54][2700/3757] lr: 8.979e-02, eta: 7 days, 8:51:32, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.1914, loss: 3.1914, grad_norm: 2.2294 2020-07-25 18:52:02,829 - mmaction - INFO - Epoch [54][2720/3757] lr: 8.979e-02, eta: 7 days, 8:51:08, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5805, loss_cls: 3.1244, loss: 3.1244, grad_norm: 2.2456 2020-07-25 18:52:18,568 - mmaction - INFO - Epoch [54][2740/3757] lr: 8.979e-02, eta: 7 days, 8:50:43, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5602, loss_cls: 3.1202, loss: 3.1202, grad_norm: 2.2111 2020-07-25 18:52:34,446 - mmaction - INFO - Epoch [54][2760/3757] lr: 8.979e-02, eta: 7 days, 8:50:20, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5500, loss_cls: 3.1586, loss: 3.1586, grad_norm: 2.2175 2020-07-25 18:52:50,248 - mmaction - INFO - Epoch [54][2780/3757] lr: 8.979e-02, eta: 7 days, 8:49:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5750, loss_cls: 3.0874, loss: 3.0874, grad_norm: 2.2488 2020-07-25 18:53:06,054 - mmaction - INFO - Epoch [54][2800/3757] lr: 8.979e-02, eta: 7 days, 8:49:31, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5750, loss_cls: 3.1643, loss: 3.1643, grad_norm: 2.2701 2020-07-25 18:53:21,812 - mmaction - INFO - Epoch [54][2820/3757] lr: 8.979e-02, eta: 7 days, 8:49:07, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5703, loss_cls: 3.1684, loss: 3.1684, grad_norm: 2.2829 2020-07-25 18:53:37,673 - mmaction - INFO - Epoch [54][2840/3757] lr: 8.979e-02, eta: 7 days, 8:48:43, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2938, top5_acc: 0.5453, loss_cls: 3.2107, loss: 3.2107, grad_norm: 2.2738 2020-07-25 18:53:53,412 - mmaction - INFO - Epoch [54][2860/3757] lr: 8.979e-02, eta: 7 days, 8:48:18, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5523, loss_cls: 3.1770, loss: 3.1770, grad_norm: 2.2606 2020-07-25 18:54:09,185 - mmaction - INFO - Epoch [54][2880/3757] lr: 8.979e-02, eta: 7 days, 8:47:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5805, loss_cls: 3.0548, loss: 3.0548, grad_norm: 2.2059 2020-07-25 18:54:25,000 - mmaction - INFO - Epoch [54][2900/3757] lr: 8.979e-02, eta: 7 days, 8:47:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5453, loss_cls: 3.2501, loss: 3.2501, grad_norm: 2.3303 2020-07-25 18:54:40,786 - mmaction - INFO - Epoch [54][2920/3757] lr: 8.979e-02, eta: 7 days, 8:47:05, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5664, loss_cls: 3.1570, loss: 3.1570, grad_norm: 2.1953 2020-07-25 18:54:56,595 - mmaction - INFO - Epoch [54][2940/3757] lr: 8.979e-02, eta: 7 days, 8:46:41, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5672, loss_cls: 3.1926, loss: 3.1926, grad_norm: 2.2260 2020-07-25 18:55:12,362 - mmaction - INFO - Epoch [54][2960/3757] lr: 8.979e-02, eta: 7 days, 8:46:17, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5875, loss_cls: 3.0448, loss: 3.0448, grad_norm: 2.2387 2020-07-25 18:55:28,203 - mmaction - INFO - Epoch [54][2980/3757] lr: 8.979e-02, eta: 7 days, 8:45:53, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5820, loss_cls: 3.0984, loss: 3.0984, grad_norm: 2.2796 2020-07-25 18:55:44,001 - mmaction - INFO - Epoch [54][3000/3757] lr: 8.979e-02, eta: 7 days, 8:45:28, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5703, loss_cls: 3.1572, loss: 3.1572, grad_norm: 2.2491 2020-07-25 18:55:59,741 - mmaction - INFO - Epoch [54][3020/3757] lr: 8.979e-02, eta: 7 days, 8:45:04, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5672, loss_cls: 3.1377, loss: 3.1377, grad_norm: 2.2230 2020-07-25 18:56:15,483 - mmaction - INFO - Epoch [54][3040/3757] lr: 8.979e-02, eta: 7 days, 8:44:39, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5805, loss_cls: 3.0883, loss: 3.0883, grad_norm: 2.2958 2020-07-25 18:56:31,356 - mmaction - INFO - Epoch [54][3060/3757] lr: 8.979e-02, eta: 7 days, 8:44:15, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5859, loss_cls: 3.0941, loss: 3.0941, grad_norm: 2.1680 2020-07-25 18:56:47,244 - mmaction - INFO - Epoch [54][3080/3757] lr: 8.979e-02, eta: 7 days, 8:43:52, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5453, loss_cls: 3.2044, loss: 3.2044, grad_norm: 2.2677 2020-07-25 18:57:03,066 - mmaction - INFO - Epoch [54][3100/3757] lr: 8.979e-02, eta: 7 days, 8:43:28, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5859, loss_cls: 3.0717, loss: 3.0717, grad_norm: 2.2593 2020-07-25 18:57:18,912 - mmaction - INFO - Epoch [54][3120/3757] lr: 8.979e-02, eta: 7 days, 8:43:04, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5781, loss_cls: 3.0881, loss: 3.0881, grad_norm: 2.2985 2020-07-25 18:57:34,686 - mmaction - INFO - Epoch [54][3140/3757] lr: 8.979e-02, eta: 7 days, 8:42:40, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5625, loss_cls: 3.1342, loss: 3.1342, grad_norm: 2.3035 2020-07-25 18:57:50,543 - mmaction - INFO - Epoch [54][3160/3757] lr: 8.979e-02, eta: 7 days, 8:42:16, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5422, loss_cls: 3.2323, loss: 3.2323, grad_norm: 2.3181 2020-07-25 18:58:06,521 - mmaction - INFO - Epoch [54][3180/3757] lr: 8.979e-02, eta: 7 days, 8:41:53, time: 0.800, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5664, loss_cls: 3.1371, loss: 3.1371, grad_norm: 2.2803 2020-07-25 18:58:22,290 - mmaction - INFO - Epoch [54][3200/3757] lr: 8.979e-02, eta: 7 days, 8:41:29, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5477, loss_cls: 3.2527, loss: 3.2527, grad_norm: 2.2389 2020-07-25 18:58:38,109 - mmaction - INFO - Epoch [54][3220/3757] lr: 8.979e-02, eta: 7 days, 8:41:05, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5969, loss_cls: 3.0351, loss: 3.0351, grad_norm: 2.2269 2020-07-25 18:58:53,899 - mmaction - INFO - Epoch [54][3240/3757] lr: 8.979e-02, eta: 7 days, 8:40:40, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5813, loss_cls: 3.1143, loss: 3.1143, grad_norm: 2.3101 2020-07-25 18:59:09,702 - mmaction - INFO - Epoch [54][3260/3757] lr: 8.979e-02, eta: 7 days, 8:40:16, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5789, loss_cls: 3.1514, loss: 3.1514, grad_norm: 2.2563 2020-07-25 18:59:25,550 - mmaction - INFO - Epoch [54][3280/3757] lr: 8.979e-02, eta: 7 days, 8:39:52, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5555, loss_cls: 3.2309, loss: 3.2309, grad_norm: 2.2933 2020-07-25 18:59:41,372 - mmaction - INFO - Epoch [54][3300/3757] lr: 8.979e-02, eta: 7 days, 8:39:28, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5633, loss_cls: 3.1792, loss: 3.1792, grad_norm: 2.2326 2020-07-25 18:59:57,240 - mmaction - INFO - Epoch [54][3320/3757] lr: 8.979e-02, eta: 7 days, 8:39:05, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5820, loss_cls: 3.0091, loss: 3.0091, grad_norm: 2.2244 2020-07-25 19:00:17,882 - mmaction - INFO - Epoch [54][3340/3757] lr: 8.979e-02, eta: 7 days, 8:39:18, time: 1.030, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.0685, loss: 3.0685, grad_norm: 2.2561 2020-07-25 19:00:33,652 - mmaction - INFO - Epoch [54][3360/3757] lr: 8.979e-02, eta: 7 days, 8:38:54, time: 0.791, data_time: 0.007, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5695, loss_cls: 3.1499, loss: 3.1499, grad_norm: 2.3050 2020-07-25 19:00:49,386 - mmaction - INFO - Epoch [54][3380/3757] lr: 8.979e-02, eta: 7 days, 8:38:29, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5727, loss_cls: 3.1358, loss: 3.1358, grad_norm: 2.2243 2020-07-25 19:01:05,241 - mmaction - INFO - Epoch [54][3400/3757] lr: 8.979e-02, eta: 7 days, 8:38:05, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5797, loss_cls: 3.0512, loss: 3.0512, grad_norm: 2.2589 2020-07-25 19:01:21,004 - mmaction - INFO - Epoch [54][3420/3757] lr: 8.979e-02, eta: 7 days, 8:37:41, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5742, loss_cls: 3.0804, loss: 3.0804, grad_norm: 2.2710 2020-07-25 19:01:36,742 - mmaction - INFO - Epoch [54][3440/3757] lr: 8.979e-02, eta: 7 days, 8:37:17, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5531, loss_cls: 3.2240, loss: 3.2240, grad_norm: 2.2620 2020-07-25 19:01:52,475 - mmaction - INFO - Epoch [54][3460/3757] lr: 8.979e-02, eta: 7 days, 8:36:52, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5672, loss_cls: 3.0951, loss: 3.0951, grad_norm: 2.2691 2020-07-25 19:02:08,209 - mmaction - INFO - Epoch [54][3480/3757] lr: 8.979e-02, eta: 7 days, 8:36:27, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5984, loss_cls: 2.9948, loss: 2.9948, grad_norm: 2.1855 2020-07-25 19:02:24,042 - mmaction - INFO - Epoch [54][3500/3757] lr: 8.979e-02, eta: 7 days, 8:36:03, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5648, loss_cls: 3.1021, loss: 3.1021, grad_norm: 2.2628 2020-07-25 19:02:39,753 - mmaction - INFO - Epoch [54][3520/3757] lr: 8.979e-02, eta: 7 days, 8:35:38, time: 0.787, data_time: 0.005, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5609, loss_cls: 3.1920, loss: 3.1920, grad_norm: 2.2482 2020-07-25 19:02:55,611 - mmaction - INFO - Epoch [54][3540/3757] lr: 8.979e-02, eta: 7 days, 8:35:15, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5789, loss_cls: 3.0953, loss: 3.0953, grad_norm: 2.2641 2020-07-25 19:03:11,315 - mmaction - INFO - Epoch [54][3560/3757] lr: 8.979e-02, eta: 7 days, 8:34:50, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5977, loss_cls: 3.0057, loss: 3.0057, grad_norm: 2.3312 2020-07-25 19:03:27,083 - mmaction - INFO - Epoch [54][3580/3757] lr: 8.979e-02, eta: 7 days, 8:34:26, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5445, loss_cls: 3.2536, loss: 3.2536, grad_norm: 2.3062 2020-07-25 19:03:42,789 - mmaction - INFO - Epoch [54][3600/3757] lr: 8.979e-02, eta: 7 days, 8:34:01, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5609, loss_cls: 3.1469, loss: 3.1469, grad_norm: 2.2527 2020-07-25 19:03:58,602 - mmaction - INFO - Epoch [54][3620/3757] lr: 8.979e-02, eta: 7 days, 8:33:37, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5687, loss_cls: 3.1359, loss: 3.1359, grad_norm: 2.2306 2020-07-25 19:04:14,445 - mmaction - INFO - Epoch [54][3640/3757] lr: 8.979e-02, eta: 7 days, 8:33:13, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5883, loss_cls: 3.0710, loss: 3.0710, grad_norm: 2.1491 2020-07-25 19:04:30,175 - mmaction - INFO - Epoch [54][3660/3757] lr: 8.979e-02, eta: 7 days, 8:32:48, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5727, loss_cls: 3.1717, loss: 3.1717, grad_norm: 2.2512 2020-07-25 19:04:45,956 - mmaction - INFO - Epoch [54][3680/3757] lr: 8.979e-02, eta: 7 days, 8:32:24, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5852, loss_cls: 3.1059, loss: 3.1059, grad_norm: 2.2543 2020-07-25 19:05:01,685 - mmaction - INFO - Epoch [54][3700/3757] lr: 8.979e-02, eta: 7 days, 8:31:59, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5570, loss_cls: 3.2505, loss: 3.2505, grad_norm: 2.2597 2020-07-25 19:05:17,483 - mmaction - INFO - Epoch [54][3720/3757] lr: 8.979e-02, eta: 7 days, 8:31:35, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5852, loss_cls: 3.0808, loss: 3.0808, grad_norm: 2.2008 2020-07-25 19:05:33,271 - mmaction - INFO - Epoch [54][3740/3757] lr: 8.979e-02, eta: 7 days, 8:31:11, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5820, loss_cls: 3.1097, loss: 3.1097, grad_norm: 2.2382 2020-07-25 19:09:07,414 - mmaction - INFO - Epoch [55][20/3757] lr: 8.942e-02, eta: 7 days, 8:51:46, time: 9.698, data_time: 8.542, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5953, loss_cls: 3.0415, loss: 3.0415, grad_norm: 2.2915 2020-07-25 19:09:34,724 - mmaction - INFO - Epoch [55][40/3757] lr: 8.942e-02, eta: 7 days, 8:52:51, time: 1.365, data_time: 0.042, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5687, loss_cls: 3.1071, loss: 3.1071, grad_norm: 2.3020 2020-07-25 19:09:58,022 - mmaction - INFO - Epoch [55][60/3757] lr: 8.942e-02, eta: 7 days, 8:53:25, time: 1.165, data_time: 0.259, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5969, loss_cls: 3.0084, loss: 3.0084, grad_norm: 2.2595 2020-07-25 19:10:22,044 - mmaction - INFO - Epoch [55][80/3757] lr: 8.942e-02, eta: 7 days, 8:54:04, time: 1.201, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5758, loss_cls: 3.1441, loss: 3.1441, grad_norm: 2.2864 2020-07-25 19:10:49,924 - mmaction - INFO - Epoch [55][100/3757] lr: 8.942e-02, eta: 7 days, 8:55:13, time: 1.395, data_time: 0.014, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5859, loss_cls: 3.1354, loss: 3.1354, grad_norm: 2.2486 2020-07-25 19:11:16,505 - mmaction - INFO - Epoch [55][120/3757] lr: 8.942e-02, eta: 7 days, 8:56:12, time: 1.328, data_time: 0.048, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5742, loss_cls: 3.1215, loss: 3.1215, grad_norm: 2.1751 2020-07-25 19:11:38,564 - mmaction - INFO - Epoch [55][140/3757] lr: 8.942e-02, eta: 7 days, 8:56:37, time: 1.104, data_time: 0.002, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5758, loss_cls: 3.0688, loss: 3.0688, grad_norm: 2.2125 2020-07-25 19:12:07,139 - mmaction - INFO - Epoch [55][160/3757] lr: 8.942e-02, eta: 7 days, 8:57:51, time: 1.429, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5773, loss_cls: 3.1158, loss: 3.1158, grad_norm: 2.2166 2020-07-25 19:12:24,554 - mmaction - INFO - Epoch [55][180/3757] lr: 8.942e-02, eta: 7 days, 8:57:39, time: 0.868, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5609, loss_cls: 3.1195, loss: 3.1195, grad_norm: 2.3199 2020-07-25 19:12:49,723 - mmaction - INFO - Epoch [55][200/3757] lr: 8.942e-02, eta: 7 days, 8:58:27, time: 1.260, data_time: 0.006, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5633, loss_cls: 3.2030, loss: 3.2030, grad_norm: 2.3130 2020-07-25 19:13:08,821 - mmaction - INFO - Epoch [55][220/3757] lr: 8.942e-02, eta: 7 days, 8:58:28, time: 0.955, data_time: 0.002, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5617, loss_cls: 3.1813, loss: 3.1813, grad_norm: 2.1787 2020-07-25 19:13:31,055 - mmaction - INFO - Epoch [55][240/3757] lr: 8.942e-02, eta: 7 days, 8:58:54, time: 1.112, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5852, loss_cls: 3.0699, loss: 3.0699, grad_norm: 2.2659 2020-07-25 19:13:54,455 - mmaction - INFO - Epoch [55][260/3757] lr: 8.942e-02, eta: 7 days, 8:59:28, time: 1.170, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5687, loss_cls: 3.1276, loss: 3.1276, grad_norm: 2.3099 2020-07-25 19:14:15,413 - mmaction - INFO - Epoch [55][280/3757] lr: 8.942e-02, eta: 7 days, 8:59:43, time: 1.049, data_time: 0.005, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5781, loss_cls: 3.0727, loss: 3.0727, grad_norm: 2.2975 2020-07-25 19:14:31,399 - mmaction - INFO - Epoch [55][300/3757] lr: 8.942e-02, eta: 7 days, 8:59:20, time: 0.799, data_time: 0.002, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5883, loss_cls: 3.0664, loss: 3.0664, grad_norm: 2.2613 2020-07-25 19:14:47,492 - mmaction - INFO - Epoch [55][320/3757] lr: 8.942e-02, eta: 7 days, 8:58:58, time: 0.802, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5867, loss_cls: 3.0605, loss: 3.0605, grad_norm: 2.2784 2020-07-25 19:15:04,154 - mmaction - INFO - Epoch [55][340/3757] lr: 8.942e-02, eta: 7 days, 8:58:40, time: 0.835, data_time: 0.006, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5797, loss_cls: 3.0929, loss: 3.0929, grad_norm: 2.2887 2020-07-25 19:15:20,125 - mmaction - INFO - Epoch [55][360/3757] lr: 8.942e-02, eta: 7 days, 8:58:17, time: 0.799, data_time: 0.001, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5898, loss_cls: 3.0580, loss: 3.0580, grad_norm: 2.2495 2020-07-25 19:15:35,937 - mmaction - INFO - Epoch [55][380/3757] lr: 8.942e-02, eta: 7 days, 8:57:53, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5875, loss_cls: 3.0334, loss: 3.0334, grad_norm: 2.2277 2020-07-25 19:15:54,130 - mmaction - INFO - Epoch [55][400/3757] lr: 8.942e-02, eta: 7 days, 8:57:47, time: 0.909, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5781, loss_cls: 3.1536, loss: 3.1536, grad_norm: 2.2480 2020-07-25 19:16:12,579 - mmaction - INFO - Epoch [55][420/3757] lr: 8.942e-02, eta: 7 days, 8:57:42, time: 0.921, data_time: 0.085, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5602, loss_cls: 3.1721, loss: 3.1721, grad_norm: 2.2873 2020-07-25 19:16:30,492 - mmaction - INFO - Epoch [55][440/3757] lr: 8.942e-02, eta: 7 days, 8:57:34, time: 0.897, data_time: 0.005, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5867, loss_cls: 3.0670, loss: 3.0670, grad_norm: 2.2689 2020-07-25 19:16:46,567 - mmaction - INFO - Epoch [55][460/3757] lr: 8.942e-02, eta: 7 days, 8:57:12, time: 0.804, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5828, loss_cls: 3.1110, loss: 3.1110, grad_norm: 2.3316 2020-07-25 19:17:04,743 - mmaction - INFO - Epoch [55][480/3757] lr: 8.942e-02, eta: 7 days, 8:57:06, time: 0.909, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5852, loss_cls: 3.0853, loss: 3.0853, grad_norm: 2.2907 2020-07-25 19:17:21,200 - mmaction - INFO - Epoch [55][500/3757] lr: 8.942e-02, eta: 7 days, 8:56:46, time: 0.823, data_time: 0.020, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5734, loss_cls: 3.1172, loss: 3.1172, grad_norm: 2.2344 2020-07-25 19:17:37,313 - mmaction - INFO - Epoch [55][520/3757] lr: 8.942e-02, eta: 7 days, 8:56:24, time: 0.805, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 3.0116, loss: 3.0116, grad_norm: 2.2561 2020-07-25 19:17:55,059 - mmaction - INFO - Epoch [55][540/3757] lr: 8.942e-02, eta: 7 days, 8:56:15, time: 0.887, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5781, loss_cls: 3.0347, loss: 3.0347, grad_norm: 2.2157 2020-07-25 19:18:11,738 - mmaction - INFO - Epoch [55][560/3757] lr: 8.942e-02, eta: 7 days, 8:55:57, time: 0.835, data_time: 0.010, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5891, loss_cls: 3.0340, loss: 3.0340, grad_norm: 2.3132 2020-07-25 19:18:31,693 - mmaction - INFO - Epoch [55][580/3757] lr: 8.942e-02, eta: 7 days, 8:56:05, time: 0.998, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5656, loss_cls: 3.1296, loss: 3.1296, grad_norm: 2.2819 2020-07-25 19:18:47,742 - mmaction - INFO - Epoch [55][600/3757] lr: 8.942e-02, eta: 7 days, 8:55:42, time: 0.801, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.0436, loss: 3.0436, grad_norm: 2.2210 2020-07-25 19:19:04,285 - mmaction - INFO - Epoch [55][620/3757] lr: 8.942e-02, eta: 7 days, 8:55:23, time: 0.828, data_time: 0.029, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5734, loss_cls: 3.1640, loss: 3.1640, grad_norm: 2.2730 2020-07-25 19:19:22,223 - mmaction - INFO - Epoch [55][640/3757] lr: 8.942e-02, eta: 7 days, 8:55:15, time: 0.896, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5867, loss_cls: 3.1340, loss: 3.1340, grad_norm: 2.2921 2020-07-25 19:19:38,132 - mmaction - INFO - Epoch [55][660/3757] lr: 8.942e-02, eta: 7 days, 8:54:52, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5773, loss_cls: 3.0556, loss: 3.0556, grad_norm: 2.2733 2020-07-25 19:19:54,818 - mmaction - INFO - Epoch [55][680/3757] lr: 8.942e-02, eta: 7 days, 8:54:34, time: 0.834, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5703, loss_cls: 3.1221, loss: 3.1221, grad_norm: 2.2980 2020-07-25 19:20:13,413 - mmaction - INFO - Epoch [55][700/3757] lr: 8.942e-02, eta: 7 days, 8:54:31, time: 0.930, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.1797, loss: 3.1797, grad_norm: 2.2528 2020-07-25 19:20:31,447 - mmaction - INFO - Epoch [55][720/3757] lr: 8.942e-02, eta: 7 days, 8:54:24, time: 0.902, data_time: 0.004, memory: 6196, top1_acc: 0.2828, top5_acc: 0.5578, loss_cls: 3.1717, loss: 3.1717, grad_norm: 2.2852 2020-07-25 19:20:48,210 - mmaction - INFO - Epoch [55][740/3757] lr: 8.942e-02, eta: 7 days, 8:54:07, time: 0.838, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5766, loss_cls: 3.0973, loss: 3.0973, grad_norm: 2.3196 2020-07-25 19:21:04,692 - mmaction - INFO - Epoch [55][760/3757] lr: 8.942e-02, eta: 7 days, 8:53:47, time: 0.824, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5719, loss_cls: 3.1101, loss: 3.1101, grad_norm: 2.3026 2020-07-25 19:21:20,704 - mmaction - INFO - Epoch [55][780/3757] lr: 8.942e-02, eta: 7 days, 8:53:24, time: 0.800, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5938, loss_cls: 3.0727, loss: 3.0727, grad_norm: 2.2868 2020-07-25 19:21:36,892 - mmaction - INFO - Epoch [55][800/3757] lr: 8.942e-02, eta: 7 days, 8:53:03, time: 0.810, data_time: 0.011, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5703, loss_cls: 3.1342, loss: 3.1342, grad_norm: 2.2592 2020-07-25 19:21:54,736 - mmaction - INFO - Epoch [55][820/3757] lr: 8.942e-02, eta: 7 days, 8:52:54, time: 0.892, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5875, loss_cls: 3.1060, loss: 3.1060, grad_norm: 2.2437 2020-07-25 19:22:11,547 - mmaction - INFO - Epoch [55][840/3757] lr: 8.942e-02, eta: 7 days, 8:52:38, time: 0.840, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.6008, loss_cls: 3.0505, loss: 3.0505, grad_norm: 2.2601 2020-07-25 19:22:29,000 - mmaction - INFO - Epoch [55][860/3757] lr: 8.942e-02, eta: 7 days, 8:52:26, time: 0.872, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5852, loss_cls: 3.0556, loss: 3.0556, grad_norm: 2.3109 2020-07-25 19:22:45,127 - mmaction - INFO - Epoch [55][880/3757] lr: 8.942e-02, eta: 7 days, 8:52:04, time: 0.806, data_time: 0.001, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5859, loss_cls: 3.1087, loss: 3.1087, grad_norm: 2.3189 2020-07-25 19:23:09,721 - mmaction - INFO - Epoch [55][900/3757] lr: 8.942e-02, eta: 7 days, 8:52:47, time: 1.229, data_time: 0.232, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5844, loss_cls: 3.1139, loss: 3.1139, grad_norm: 2.2720 2020-07-25 19:23:28,795 - mmaction - INFO - Epoch [55][920/3757] lr: 8.942e-02, eta: 7 days, 8:52:48, time: 0.954, data_time: 0.005, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5711, loss_cls: 3.1286, loss: 3.1286, grad_norm: 2.3029 2020-07-25 19:23:56,421 - mmaction - INFO - Epoch [55][940/3757] lr: 8.942e-02, eta: 7 days, 8:53:54, time: 1.382, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5805, loss_cls: 3.1746, loss: 3.1746, grad_norm: 2.2995 2020-07-25 19:24:14,103 - mmaction - INFO - Epoch [55][960/3757] lr: 8.942e-02, eta: 7 days, 8:53:44, time: 0.884, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5758, loss_cls: 3.0167, loss: 3.0167, grad_norm: 2.2511 2020-07-25 19:24:37,302 - mmaction - INFO - Epoch [55][980/3757] lr: 8.942e-02, eta: 7 days, 8:54:16, time: 1.159, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5750, loss_cls: 3.0666, loss: 3.0666, grad_norm: 2.2764 2020-07-25 19:25:00,425 - mmaction - INFO - Epoch [55][1000/3757] lr: 8.942e-02, eta: 7 days, 8:54:48, time: 1.157, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5781, loss_cls: 3.1273, loss: 3.1273, grad_norm: 2.2771 2020-07-25 19:25:16,367 - mmaction - INFO - Epoch [55][1020/3757] lr: 8.942e-02, eta: 7 days, 8:54:25, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5687, loss_cls: 3.1831, loss: 3.1831, grad_norm: 2.2428 2020-07-25 19:25:40,445 - mmaction - INFO - Epoch [55][1040/3757] lr: 8.942e-02, eta: 7 days, 8:55:03, time: 1.203, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5898, loss_cls: 3.0410, loss: 3.0410, grad_norm: 2.2497 2020-07-25 19:26:06,493 - mmaction - INFO - Epoch [55][1060/3757] lr: 8.942e-02, eta: 7 days, 8:55:58, time: 1.303, data_time: 0.215, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0530, loss: 3.0530, grad_norm: 2.2337 2020-07-25 19:26:24,546 - mmaction - INFO - Epoch [55][1080/3757] lr: 8.942e-02, eta: 7 days, 8:55:50, time: 0.903, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5703, loss_cls: 3.0464, loss: 3.0464, grad_norm: 2.2417 2020-07-25 19:26:54,469 - mmaction - INFO - Epoch [55][1100/3757] lr: 8.942e-02, eta: 7 days, 8:57:14, time: 1.496, data_time: 0.002, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5617, loss_cls: 3.1283, loss: 3.1283, grad_norm: 2.2864 2020-07-25 19:27:16,865 - mmaction - INFO - Epoch [55][1120/3757] lr: 8.942e-02, eta: 7 days, 8:57:40, time: 1.119, data_time: 0.001, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6117, loss_cls: 2.9933, loss: 2.9933, grad_norm: 2.2360 2020-07-25 19:27:58,973 - mmaction - INFO - Epoch [55][1140/3757] lr: 8.942e-02, eta: 7 days, 9:00:37, time: 2.107, data_time: 0.201, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5820, loss_cls: 3.1045, loss: 3.1045, grad_norm: 2.3082 2020-07-25 19:28:26,543 - mmaction - INFO - Epoch [55][1160/3757] lr: 8.942e-02, eta: 7 days, 9:01:43, time: 1.379, data_time: 0.001, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5687, loss_cls: 3.1248, loss: 3.1248, grad_norm: 2.2438 2020-07-25 19:29:09,653 - mmaction - INFO - Epoch [55][1180/3757] lr: 8.942e-02, eta: 7 days, 9:04:48, time: 2.155, data_time: 0.354, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5820, loss_cls: 3.0799, loss: 3.0799, grad_norm: 2.2481 2020-07-25 19:29:44,175 - mmaction - INFO - Epoch [55][1200/3757] lr: 8.942e-02, eta: 7 days, 9:06:46, time: 1.726, data_time: 0.122, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5672, loss_cls: 3.1303, loss: 3.1303, grad_norm: 2.3092 2020-07-25 19:30:17,040 - mmaction - INFO - Epoch [55][1220/3757] lr: 8.942e-02, eta: 7 days, 9:08:32, time: 1.643, data_time: 0.068, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5734, loss_cls: 3.1305, loss: 3.1305, grad_norm: 2.2510 2020-07-25 19:30:45,048 - mmaction - INFO - Epoch [55][1240/3757] lr: 8.942e-02, eta: 7 days, 9:09:41, time: 1.400, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5625, loss_cls: 3.1177, loss: 3.1177, grad_norm: 2.2520 2020-07-25 19:31:17,420 - mmaction - INFO - Epoch [55][1260/3757] lr: 8.942e-02, eta: 7 days, 9:11:23, time: 1.618, data_time: 0.207, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5687, loss_cls: 3.1451, loss: 3.1451, grad_norm: 2.2007 2020-07-25 19:31:54,721 - mmaction - INFO - Epoch [55][1280/3757] lr: 8.942e-02, eta: 7 days, 9:13:43, time: 1.865, data_time: 0.248, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5852, loss_cls: 3.0932, loss: 3.0932, grad_norm: 2.2893 2020-07-25 19:32:20,140 - mmaction - INFO - Epoch [55][1300/3757] lr: 8.942e-02, eta: 7 days, 9:14:32, time: 1.271, data_time: 0.049, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5719, loss_cls: 3.1520, loss: 3.1520, grad_norm: 2.3924 2020-07-25 19:32:58,361 - mmaction - INFO - Epoch [55][1320/3757] lr: 8.942e-02, eta: 7 days, 9:16:59, time: 1.911, data_time: 0.658, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5664, loss_cls: 3.1822, loss: 3.1822, grad_norm: 2.2728 2020-07-25 19:33:27,858 - mmaction - INFO - Epoch [55][1340/3757] lr: 8.942e-02, eta: 7 days, 9:18:19, time: 1.475, data_time: 0.285, memory: 6196, top1_acc: 0.3273, top5_acc: 0.6008, loss_cls: 3.0351, loss: 3.0351, grad_norm: 2.2300 2020-07-25 19:33:59,719 - mmaction - INFO - Epoch [55][1360/3757] lr: 8.942e-02, eta: 7 days, 9:19:56, time: 1.591, data_time: 0.047, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5766, loss_cls: 3.0940, loss: 3.0940, grad_norm: 2.2345 2020-07-25 19:34:24,538 - mmaction - INFO - Epoch [55][1380/3757] lr: 8.942e-02, eta: 7 days, 9:20:41, time: 1.243, data_time: 0.005, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5750, loss_cls: 3.0813, loss: 3.0813, grad_norm: 2.2399 2020-07-25 19:34:54,204 - mmaction - INFO - Epoch [55][1400/3757] lr: 8.942e-02, eta: 7 days, 9:22:02, time: 1.483, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5742, loss_cls: 3.1438, loss: 3.1438, grad_norm: 2.2419 2020-07-25 19:35:15,939 - mmaction - INFO - Epoch [55][1420/3757] lr: 8.942e-02, eta: 7 days, 9:22:22, time: 1.087, data_time: 0.002, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5922, loss_cls: 3.0463, loss: 3.0463, grad_norm: 2.2805 2020-07-25 19:35:38,239 - mmaction - INFO - Epoch [55][1440/3757] lr: 8.942e-02, eta: 7 days, 9:22:47, time: 1.115, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5922, loss_cls: 3.0908, loss: 3.0908, grad_norm: 2.3130 2020-07-25 19:35:56,894 - mmaction - INFO - Epoch [55][1460/3757] lr: 8.942e-02, eta: 7 days, 9:22:43, time: 0.931, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5352, loss_cls: 3.2298, loss: 3.2298, grad_norm: 2.2891 2020-07-25 19:36:19,747 - mmaction - INFO - Epoch [55][1480/3757] lr: 8.942e-02, eta: 7 days, 9:23:12, time: 1.144, data_time: 0.005, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5672, loss_cls: 3.1566, loss: 3.1566, grad_norm: 2.3131 2020-07-25 19:36:40,800 - mmaction - INFO - Epoch [55][1500/3757] lr: 8.942e-02, eta: 7 days, 9:23:27, time: 1.051, data_time: 0.265, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6008, loss_cls: 3.0338, loss: 3.0338, grad_norm: 2.2310 2020-07-25 19:37:01,021 - mmaction - INFO - Epoch [55][1520/3757] lr: 8.942e-02, eta: 7 days, 9:23:36, time: 1.012, data_time: 0.072, memory: 6196, top1_acc: 0.2859, top5_acc: 0.5555, loss_cls: 3.2952, loss: 3.2952, grad_norm: 2.2928 2020-07-25 19:37:24,690 - mmaction - INFO - Epoch [55][1540/3757] lr: 8.942e-02, eta: 7 days, 9:24:12, time: 1.185, data_time: 0.319, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5797, loss_cls: 3.0525, loss: 3.0525, grad_norm: 2.1868 2020-07-25 19:37:49,474 - mmaction - INFO - Epoch [55][1560/3757] lr: 8.942e-02, eta: 7 days, 9:24:55, time: 1.238, data_time: 0.398, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5734, loss_cls: 3.0936, loss: 3.0936, grad_norm: 2.2525 2020-07-25 19:38:08,694 - mmaction - INFO - Epoch [55][1580/3757] lr: 8.942e-02, eta: 7 days, 9:24:56, time: 0.962, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5852, loss_cls: 3.0666, loss: 3.0666, grad_norm: 2.2810 2020-07-25 19:38:31,076 - mmaction - INFO - Epoch [55][1600/3757] lr: 8.942e-02, eta: 7 days, 9:25:21, time: 1.119, data_time: 0.057, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5805, loss_cls: 3.0680, loss: 3.0680, grad_norm: 2.2654 2020-07-25 19:38:50,929 - mmaction - INFO - Epoch [55][1620/3757] lr: 8.942e-02, eta: 7 days, 9:25:27, time: 0.993, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5828, loss_cls: 3.1076, loss: 3.1076, grad_norm: 2.2966 2020-07-25 19:39:06,765 - mmaction - INFO - Epoch [55][1640/3757] lr: 8.942e-02, eta: 7 days, 9:25:02, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5703, loss_cls: 3.1924, loss: 3.1924, grad_norm: 2.2656 2020-07-25 19:39:22,695 - mmaction - INFO - Epoch [55][1660/3757] lr: 8.942e-02, eta: 7 days, 9:24:38, time: 0.797, data_time: 0.005, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5766, loss_cls: 3.0792, loss: 3.0792, grad_norm: 2.2450 2020-07-25 19:39:38,489 - mmaction - INFO - Epoch [55][1680/3757] lr: 8.942e-02, eta: 7 days, 9:24:14, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5852, loss_cls: 3.0608, loss: 3.0608, grad_norm: 2.3371 2020-07-25 19:39:54,333 - mmaction - INFO - Epoch [55][1700/3757] lr: 8.942e-02, eta: 7 days, 9:23:49, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5797, loss_cls: 3.0801, loss: 3.0801, grad_norm: 2.3086 2020-07-25 19:40:10,080 - mmaction - INFO - Epoch [55][1720/3757] lr: 8.942e-02, eta: 7 days, 9:23:23, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5563, loss_cls: 3.1633, loss: 3.1633, grad_norm: 2.2987 2020-07-25 19:40:25,976 - mmaction - INFO - Epoch [55][1740/3757] lr: 8.942e-02, eta: 7 days, 9:22:59, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5664, loss_cls: 3.1444, loss: 3.1444, grad_norm: 2.2546 2020-07-25 19:40:41,821 - mmaction - INFO - Epoch [55][1760/3757] lr: 8.942e-02, eta: 7 days, 9:22:35, time: 0.793, data_time: 0.002, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5320, loss_cls: 3.2617, loss: 3.2617, grad_norm: 2.3142 2020-07-25 19:40:57,664 - mmaction - INFO - Epoch [55][1780/3757] lr: 8.942e-02, eta: 7 days, 9:22:10, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5938, loss_cls: 3.0621, loss: 3.0621, grad_norm: 2.2338 2020-07-25 19:41:13,606 - mmaction - INFO - Epoch [55][1800/3757] lr: 8.942e-02, eta: 7 days, 9:21:46, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5734, loss_cls: 3.1025, loss: 3.1025, grad_norm: 2.2953 2020-07-25 19:41:29,368 - mmaction - INFO - Epoch [55][1820/3757] lr: 8.942e-02, eta: 7 days, 9:21:21, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5844, loss_cls: 3.0446, loss: 3.0446, grad_norm: 2.2180 2020-07-25 19:41:45,250 - mmaction - INFO - Epoch [55][1840/3757] lr: 8.942e-02, eta: 7 days, 9:20:56, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5836, loss_cls: 3.1112, loss: 3.1112, grad_norm: 2.2284 2020-07-25 19:42:01,228 - mmaction - INFO - Epoch [55][1860/3757] lr: 8.942e-02, eta: 7 days, 9:20:32, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5477, loss_cls: 3.1581, loss: 3.1581, grad_norm: 2.3004 2020-07-25 19:42:17,085 - mmaction - INFO - Epoch [55][1880/3757] lr: 8.942e-02, eta: 7 days, 9:20:08, time: 0.794, data_time: 0.008, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5875, loss_cls: 3.1258, loss: 3.1258, grad_norm: 2.2517 2020-07-25 19:42:32,939 - mmaction - INFO - Epoch [55][1900/3757] lr: 8.942e-02, eta: 7 days, 9:19:44, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5906, loss_cls: 3.0970, loss: 3.0970, grad_norm: 2.2377 2020-07-25 19:42:48,648 - mmaction - INFO - Epoch [55][1920/3757] lr: 8.942e-02, eta: 7 days, 9:19:18, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5813, loss_cls: 3.0525, loss: 3.0525, grad_norm: 2.2270 2020-07-25 19:43:04,517 - mmaction - INFO - Epoch [55][1940/3757] lr: 8.942e-02, eta: 7 days, 9:18:53, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5992, loss_cls: 3.0554, loss: 3.0554, grad_norm: 2.3151 2020-07-25 19:43:20,425 - mmaction - INFO - Epoch [55][1960/3757] lr: 8.942e-02, eta: 7 days, 9:18:29, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5609, loss_cls: 3.1365, loss: 3.1365, grad_norm: 2.2877 2020-07-25 19:43:36,384 - mmaction - INFO - Epoch [55][1980/3757] lr: 8.942e-02, eta: 7 days, 9:18:06, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5875, loss_cls: 3.1246, loss: 3.1246, grad_norm: 2.2020 2020-07-25 19:43:52,205 - mmaction - INFO - Epoch [55][2000/3757] lr: 8.942e-02, eta: 7 days, 9:17:41, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5875, loss_cls: 3.1005, loss: 3.1005, grad_norm: 2.3083 2020-07-25 19:44:08,022 - mmaction - INFO - Epoch [55][2020/3757] lr: 8.942e-02, eta: 7 days, 9:17:16, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5734, loss_cls: 3.1229, loss: 3.1229, grad_norm: 2.2223 2020-07-25 19:44:23,801 - mmaction - INFO - Epoch [55][2040/3757] lr: 8.942e-02, eta: 7 days, 9:16:51, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5797, loss_cls: 3.1133, loss: 3.1133, grad_norm: 2.2766 2020-07-25 19:44:39,657 - mmaction - INFO - Epoch [55][2060/3757] lr: 8.942e-02, eta: 7 days, 9:16:26, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5938, loss_cls: 3.0320, loss: 3.0320, grad_norm: 2.2856 2020-07-25 19:44:55,440 - mmaction - INFO - Epoch [55][2080/3757] lr: 8.942e-02, eta: 7 days, 9:16:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.0826, loss: 3.0826, grad_norm: 2.3146 2020-07-25 19:45:11,298 - mmaction - INFO - Epoch [55][2100/3757] lr: 8.942e-02, eta: 7 days, 9:15:37, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.1474, loss: 3.1474, grad_norm: 2.3155 2020-07-25 19:45:27,124 - mmaction - INFO - Epoch [55][2120/3757] lr: 8.942e-02, eta: 7 days, 9:15:12, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5867, loss_cls: 3.0732, loss: 3.0732, grad_norm: 2.2760 2020-07-25 19:45:42,985 - mmaction - INFO - Epoch [55][2140/3757] lr: 8.942e-02, eta: 7 days, 9:14:48, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5648, loss_cls: 3.1298, loss: 3.1298, grad_norm: 2.3013 2020-07-25 19:45:59,384 - mmaction - INFO - Epoch [55][2160/3757] lr: 8.942e-02, eta: 7 days, 9:14:27, time: 0.820, data_time: 0.033, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5680, loss_cls: 3.1185, loss: 3.1185, grad_norm: 2.2758 2020-07-25 19:46:15,230 - mmaction - INFO - Epoch [55][2180/3757] lr: 8.942e-02, eta: 7 days, 9:14:03, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5734, loss_cls: 3.1175, loss: 3.1175, grad_norm: 2.3305 2020-07-25 19:46:31,185 - mmaction - INFO - Epoch [55][2200/3757] lr: 8.942e-02, eta: 7 days, 9:13:39, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.1398, loss: 3.1398, grad_norm: 2.3019 2020-07-25 19:46:47,070 - mmaction - INFO - Epoch [55][2220/3757] lr: 8.942e-02, eta: 7 days, 9:13:14, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5773, loss_cls: 3.0843, loss: 3.0843, grad_norm: 2.2373 2020-07-25 19:47:02,951 - mmaction - INFO - Epoch [55][2240/3757] lr: 8.942e-02, eta: 7 days, 9:12:50, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5859, loss_cls: 3.0266, loss: 3.0266, grad_norm: 2.2233 2020-07-25 19:47:18,739 - mmaction - INFO - Epoch [55][2260/3757] lr: 8.942e-02, eta: 7 days, 9:12:25, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5898, loss_cls: 3.0674, loss: 3.0674, grad_norm: 2.3075 2020-07-25 19:47:34,504 - mmaction - INFO - Epoch [55][2280/3757] lr: 8.942e-02, eta: 7 days, 9:12:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5836, loss_cls: 3.1196, loss: 3.1196, grad_norm: 2.3409 2020-07-25 19:47:50,236 - mmaction - INFO - Epoch [55][2300/3757] lr: 8.942e-02, eta: 7 days, 9:11:35, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5766, loss_cls: 3.1187, loss: 3.1187, grad_norm: 2.2980 2020-07-25 19:48:06,046 - mmaction - INFO - Epoch [55][2320/3757] lr: 8.942e-02, eta: 7 days, 9:11:10, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5672, loss_cls: 3.1002, loss: 3.1002, grad_norm: 2.3399 2020-07-25 19:48:21,794 - mmaction - INFO - Epoch [55][2340/3757] lr: 8.942e-02, eta: 7 days, 9:10:45, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5586, loss_cls: 3.1564, loss: 3.1564, grad_norm: 2.3276 2020-07-25 19:48:37,566 - mmaction - INFO - Epoch [55][2360/3757] lr: 8.942e-02, eta: 7 days, 9:10:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5750, loss_cls: 3.1163, loss: 3.1163, grad_norm: 2.2157 2020-07-25 19:48:53,377 - mmaction - INFO - Epoch [55][2380/3757] lr: 8.942e-02, eta: 7 days, 9:09:55, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.0611, loss: 3.0611, grad_norm: 2.2617 2020-07-25 19:49:09,147 - mmaction - INFO - Epoch [55][2400/3757] lr: 8.942e-02, eta: 7 days, 9:09:30, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5867, loss_cls: 3.0523, loss: 3.0523, grad_norm: 2.2221 2020-07-25 19:49:24,923 - mmaction - INFO - Epoch [55][2420/3757] lr: 8.942e-02, eta: 7 days, 9:09:05, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.1436, loss: 3.1436, grad_norm: 2.3120 2020-07-25 19:49:40,720 - mmaction - INFO - Epoch [55][2440/3757] lr: 8.942e-02, eta: 7 days, 9:08:40, time: 0.790, data_time: 0.006, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5781, loss_cls: 3.1035, loss: 3.1035, grad_norm: 2.2707 2020-07-25 19:49:56,559 - mmaction - INFO - Epoch [55][2460/3757] lr: 8.942e-02, eta: 7 days, 9:08:15, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5555, loss_cls: 3.2856, loss: 3.2856, grad_norm: 2.2886 2020-07-25 19:50:12,301 - mmaction - INFO - Epoch [55][2480/3757] lr: 8.942e-02, eta: 7 days, 9:07:50, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5711, loss_cls: 3.1014, loss: 3.1014, grad_norm: 2.2035 2020-07-25 19:50:28,076 - mmaction - INFO - Epoch [55][2500/3757] lr: 8.942e-02, eta: 7 days, 9:07:25, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5656, loss_cls: 3.1647, loss: 3.1647, grad_norm: 2.2732 2020-07-25 19:50:43,894 - mmaction - INFO - Epoch [55][2520/3757] lr: 8.942e-02, eta: 7 days, 9:07:00, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5594, loss_cls: 3.0930, loss: 3.0930, grad_norm: 2.2872 2020-07-25 19:50:59,788 - mmaction - INFO - Epoch [55][2540/3757] lr: 8.942e-02, eta: 7 days, 9:06:36, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5711, loss_cls: 3.1085, loss: 3.1085, grad_norm: 2.2847 2020-07-25 19:51:15,581 - mmaction - INFO - Epoch [55][2560/3757] lr: 8.942e-02, eta: 7 days, 9:06:11, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6156, loss_cls: 2.9362, loss: 2.9362, grad_norm: 2.2361 2020-07-25 19:51:31,432 - mmaction - INFO - Epoch [55][2580/3757] lr: 8.942e-02, eta: 7 days, 9:05:46, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5680, loss_cls: 3.1247, loss: 3.1247, grad_norm: 2.3303 2020-07-25 19:51:47,256 - mmaction - INFO - Epoch [55][2600/3757] lr: 8.942e-02, eta: 7 days, 9:05:22, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5766, loss_cls: 3.1541, loss: 3.1541, grad_norm: 2.2571 2020-07-25 19:52:03,085 - mmaction - INFO - Epoch [55][2620/3757] lr: 8.942e-02, eta: 7 days, 9:04:57, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5602, loss_cls: 3.1997, loss: 3.1997, grad_norm: 2.1928 2020-07-25 19:52:18,927 - mmaction - INFO - Epoch [55][2640/3757] lr: 8.942e-02, eta: 7 days, 9:04:33, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6016, loss_cls: 2.9424, loss: 2.9424, grad_norm: 2.2237 2020-07-25 19:52:34,696 - mmaction - INFO - Epoch [55][2660/3757] lr: 8.942e-02, eta: 7 days, 9:04:08, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5758, loss_cls: 3.0777, loss: 3.0777, grad_norm: 2.2978 2020-07-25 19:52:50,498 - mmaction - INFO - Epoch [55][2680/3757] lr: 8.942e-02, eta: 7 days, 9:03:43, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5727, loss_cls: 3.1060, loss: 3.1060, grad_norm: 2.2755 2020-07-25 19:53:06,305 - mmaction - INFO - Epoch [55][2700/3757] lr: 8.942e-02, eta: 7 days, 9:03:18, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5781, loss_cls: 3.0960, loss: 3.0960, grad_norm: 2.2763 2020-07-25 19:53:22,148 - mmaction - INFO - Epoch [55][2720/3757] lr: 8.942e-02, eta: 7 days, 9:02:53, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5820, loss_cls: 3.1874, loss: 3.1874, grad_norm: 2.2782 2020-07-25 19:53:37,983 - mmaction - INFO - Epoch [55][2740/3757] lr: 8.942e-02, eta: 7 days, 9:02:29, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5891, loss_cls: 3.0650, loss: 3.0650, grad_norm: 2.2522 2020-07-25 19:53:53,789 - mmaction - INFO - Epoch [55][2760/3757] lr: 8.942e-02, eta: 7 days, 9:02:04, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5773, loss_cls: 3.1042, loss: 3.1042, grad_norm: 2.2877 2020-07-25 19:54:09,650 - mmaction - INFO - Epoch [55][2780/3757] lr: 8.942e-02, eta: 7 days, 9:01:40, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5836, loss_cls: 3.1205, loss: 3.1205, grad_norm: 2.2764 2020-07-25 19:54:25,558 - mmaction - INFO - Epoch [55][2800/3757] lr: 8.942e-02, eta: 7 days, 9:01:16, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5695, loss_cls: 3.1692, loss: 3.1692, grad_norm: 2.2891 2020-07-25 19:54:41,407 - mmaction - INFO - Epoch [55][2820/3757] lr: 8.942e-02, eta: 7 days, 9:00:51, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5609, loss_cls: 3.1557, loss: 3.1557, grad_norm: 2.2545 2020-07-25 19:54:57,207 - mmaction - INFO - Epoch [55][2840/3757] lr: 8.942e-02, eta: 7 days, 9:00:27, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5516, loss_cls: 3.2185, loss: 3.2185, grad_norm: 2.2287 2020-07-25 19:55:13,109 - mmaction - INFO - Epoch [55][2860/3757] lr: 8.942e-02, eta: 7 days, 9:00:02, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5734, loss_cls: 3.1377, loss: 3.1377, grad_norm: 2.2745 2020-07-25 19:55:29,749 - mmaction - INFO - Epoch [55][2880/3757] lr: 8.942e-02, eta: 7 days, 8:59:44, time: 0.831, data_time: 0.012, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5508, loss_cls: 3.1714, loss: 3.1714, grad_norm: 2.2354 2020-07-25 19:55:50,662 - mmaction - INFO - Epoch [55][2900/3757] lr: 8.942e-02, eta: 7 days, 8:59:58, time: 1.047, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.1457, loss: 3.1457, grad_norm: 2.2490 2020-07-25 19:56:06,869 - mmaction - INFO - Epoch [55][2920/3757] lr: 8.942e-02, eta: 7 days, 8:59:36, time: 0.810, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5680, loss_cls: 3.1373, loss: 3.1373, grad_norm: 2.2483 2020-07-25 19:56:27,526 - mmaction - INFO - Epoch [55][2940/3757] lr: 8.942e-02, eta: 7 days, 8:59:48, time: 1.033, data_time: 0.010, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5867, loss_cls: 3.0434, loss: 3.0434, grad_norm: 2.2504 2020-07-25 19:56:44,204 - mmaction - INFO - Epoch [55][2960/3757] lr: 8.942e-02, eta: 7 days, 8:59:29, time: 0.833, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5852, loss_cls: 3.0489, loss: 3.0489, grad_norm: 2.2590 2020-07-25 19:57:00,734 - mmaction - INFO - Epoch [55][2980/3757] lr: 8.942e-02, eta: 7 days, 8:59:10, time: 0.825, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5750, loss_cls: 3.0954, loss: 3.0954, grad_norm: 2.2934 2020-07-25 19:57:16,717 - mmaction - INFO - Epoch [55][3000/3757] lr: 8.942e-02, eta: 7 days, 8:58:47, time: 0.800, data_time: 0.010, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5836, loss_cls: 3.1043, loss: 3.1043, grad_norm: 2.2720 2020-07-25 19:57:32,871 - mmaction - INFO - Epoch [55][3020/3757] lr: 8.942e-02, eta: 7 days, 8:58:25, time: 0.808, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5797, loss_cls: 3.0742, loss: 3.0742, grad_norm: 2.2604 2020-07-25 19:57:48,681 - mmaction - INFO - Epoch [55][3040/3757] lr: 8.942e-02, eta: 7 days, 8:58:00, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5672, loss_cls: 3.1238, loss: 3.1238, grad_norm: 2.2609 2020-07-25 19:58:04,427 - mmaction - INFO - Epoch [55][3060/3757] lr: 8.942e-02, eta: 7 days, 8:57:35, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5687, loss_cls: 3.1074, loss: 3.1074, grad_norm: 2.2067 2020-07-25 19:58:20,464 - mmaction - INFO - Epoch [55][3080/3757] lr: 8.942e-02, eta: 7 days, 8:57:12, time: 0.802, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5617, loss_cls: 3.1662, loss: 3.1662, grad_norm: 2.2517 2020-07-25 19:58:36,264 - mmaction - INFO - Epoch [55][3100/3757] lr: 8.942e-02, eta: 7 days, 8:56:47, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5641, loss_cls: 3.1229, loss: 3.1229, grad_norm: 2.2472 2020-07-25 19:58:52,050 - mmaction - INFO - Epoch [55][3120/3757] lr: 8.942e-02, eta: 7 days, 8:56:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5977, loss_cls: 3.0123, loss: 3.0123, grad_norm: 2.2395 2020-07-25 19:59:08,266 - mmaction - INFO - Epoch [55][3140/3757] lr: 8.942e-02, eta: 7 days, 8:56:00, time: 0.811, data_time: 0.021, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5922, loss_cls: 3.0447, loss: 3.0447, grad_norm: 2.2708 2020-07-25 19:59:24,054 - mmaction - INFO - Epoch [55][3160/3757] lr: 8.942e-02, eta: 7 days, 8:55:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.0725, loss: 3.0725, grad_norm: 2.2452 2020-07-25 19:59:39,833 - mmaction - INFO - Epoch [55][3180/3757] lr: 8.942e-02, eta: 7 days, 8:55:11, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5594, loss_cls: 3.1439, loss: 3.1439, grad_norm: 2.2624 2020-07-25 19:59:55,565 - mmaction - INFO - Epoch [55][3200/3757] lr: 8.942e-02, eta: 7 days, 8:54:45, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5789, loss_cls: 3.1006, loss: 3.1006, grad_norm: 2.2841 2020-07-25 20:00:16,208 - mmaction - INFO - Epoch [55][3220/3757] lr: 8.942e-02, eta: 7 days, 8:54:56, time: 1.030, data_time: 0.008, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5633, loss_cls: 3.1168, loss: 3.1168, grad_norm: 2.2909 2020-07-25 20:00:31,984 - mmaction - INFO - Epoch [55][3240/3757] lr: 8.942e-02, eta: 7 days, 8:54:32, time: 0.791, data_time: 0.007, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5695, loss_cls: 3.0418, loss: 3.0418, grad_norm: 2.2899 2020-07-25 20:00:47,715 - mmaction - INFO - Epoch [55][3260/3757] lr: 8.942e-02, eta: 7 days, 8:54:07, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5734, loss_cls: 3.1182, loss: 3.1182, grad_norm: 2.2683 2020-07-25 20:01:03,567 - mmaction - INFO - Epoch [55][3280/3757] lr: 8.942e-02, eta: 7 days, 8:53:42, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5914, loss_cls: 3.0401, loss: 3.0401, grad_norm: 2.2905 2020-07-25 20:01:19,331 - mmaction - INFO - Epoch [55][3300/3757] lr: 8.942e-02, eta: 7 days, 8:53:17, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0525, loss: 3.0525, grad_norm: 2.2704 2020-07-25 20:01:35,140 - mmaction - INFO - Epoch [55][3320/3757] lr: 8.942e-02, eta: 7 days, 8:52:52, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2898, top5_acc: 0.5445, loss_cls: 3.2664, loss: 3.2664, grad_norm: 2.3854 2020-07-25 20:01:50,873 - mmaction - INFO - Epoch [55][3340/3757] lr: 8.942e-02, eta: 7 days, 8:52:27, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5836, loss_cls: 3.0823, loss: 3.0823, grad_norm: 2.2170 2020-07-25 20:02:06,656 - mmaction - INFO - Epoch [55][3360/3757] lr: 8.942e-02, eta: 7 days, 8:52:02, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5656, loss_cls: 3.1510, loss: 3.1510, grad_norm: 2.3215 2020-07-25 20:02:22,621 - mmaction - INFO - Epoch [55][3380/3757] lr: 8.942e-02, eta: 7 days, 8:51:39, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5906, loss_cls: 3.0281, loss: 3.0281, grad_norm: 2.2206 2020-07-25 20:02:38,382 - mmaction - INFO - Epoch [55][3400/3757] lr: 8.942e-02, eta: 7 days, 8:51:14, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6016, loss_cls: 3.0511, loss: 3.0511, grad_norm: 2.2324 2020-07-25 20:02:54,116 - mmaction - INFO - Epoch [55][3420/3757] lr: 8.942e-02, eta: 7 days, 8:50:49, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5516, loss_cls: 3.1828, loss: 3.1828, grad_norm: 2.2739 2020-07-25 20:03:10,001 - mmaction - INFO - Epoch [55][3440/3757] lr: 8.942e-02, eta: 7 days, 8:50:25, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5797, loss_cls: 3.1141, loss: 3.1141, grad_norm: 2.2969 2020-07-25 20:03:25,766 - mmaction - INFO - Epoch [55][3460/3757] lr: 8.942e-02, eta: 7 days, 8:50:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5656, loss_cls: 3.1541, loss: 3.1541, grad_norm: 2.2213 2020-07-25 20:03:41,549 - mmaction - INFO - Epoch [55][3480/3757] lr: 8.942e-02, eta: 7 days, 8:49:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0976, loss: 3.0976, grad_norm: 2.2029 2020-07-25 20:03:57,398 - mmaction - INFO - Epoch [55][3500/3757] lr: 8.942e-02, eta: 7 days, 8:49:10, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5641, loss_cls: 3.1956, loss: 3.1956, grad_norm: 2.2989 2020-07-25 20:04:13,249 - mmaction - INFO - Epoch [55][3520/3757] lr: 8.942e-02, eta: 7 days, 8:48:46, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5672, loss_cls: 3.1039, loss: 3.1039, grad_norm: 2.2824 2020-07-25 20:04:29,031 - mmaction - INFO - Epoch [55][3540/3757] lr: 8.942e-02, eta: 7 days, 8:48:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5758, loss_cls: 3.1004, loss: 3.1004, grad_norm: 2.2502 2020-07-25 20:04:44,941 - mmaction - INFO - Epoch [55][3560/3757] lr: 8.942e-02, eta: 7 days, 8:47:57, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5664, loss_cls: 3.1314, loss: 3.1314, grad_norm: 2.2882 2020-07-25 20:05:00,725 - mmaction - INFO - Epoch [55][3580/3757] lr: 8.942e-02, eta: 7 days, 8:47:32, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5813, loss_cls: 3.0671, loss: 3.0671, grad_norm: 2.2730 2020-07-25 20:05:16,530 - mmaction - INFO - Epoch [55][3600/3757] lr: 8.942e-02, eta: 7 days, 8:47:08, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5805, loss_cls: 3.1217, loss: 3.1217, grad_norm: 2.2721 2020-07-25 20:05:32,412 - mmaction - INFO - Epoch [55][3620/3757] lr: 8.942e-02, eta: 7 days, 8:46:44, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5836, loss_cls: 3.0516, loss: 3.0516, grad_norm: 2.2476 2020-07-25 20:05:48,154 - mmaction - INFO - Epoch [55][3640/3757] lr: 8.942e-02, eta: 7 days, 8:46:19, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5344, loss_cls: 3.2278, loss: 3.2278, grad_norm: 2.3157 2020-07-25 20:06:03,971 - mmaction - INFO - Epoch [55][3660/3757] lr: 8.942e-02, eta: 7 days, 8:45:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5828, loss_cls: 3.0990, loss: 3.0990, grad_norm: 2.2452 2020-07-25 20:06:20,128 - mmaction - INFO - Epoch [55][3680/3757] lr: 8.942e-02, eta: 7 days, 8:45:32, time: 0.807, data_time: 0.016, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5828, loss_cls: 3.0596, loss: 3.0596, grad_norm: 2.2314 2020-07-25 20:06:35,935 - mmaction - INFO - Epoch [55][3700/3757] lr: 8.942e-02, eta: 7 days, 8:45:07, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5797, loss_cls: 3.0768, loss: 3.0768, grad_norm: 2.2591 2020-07-25 20:06:52,332 - mmaction - INFO - Epoch [55][3720/3757] lr: 8.942e-02, eta: 7 days, 8:44:47, time: 0.819, data_time: 0.023, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5734, loss_cls: 3.1417, loss: 3.1417, grad_norm: 2.3133 2020-07-25 20:07:08,513 - mmaction - INFO - Epoch [55][3740/3757] lr: 8.942e-02, eta: 7 days, 8:44:25, time: 0.809, data_time: 0.013, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0292, loss: 3.0292, grad_norm: 2.2471 2020-07-25 20:12:22,884 - mmaction - INFO - Epoch [56][20/3757] lr: 8.904e-02, eta: 7 days, 9:16:15, time: 14.600, data_time: 13.715, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5977, loss_cls: 3.0594, loss: 3.0594, grad_norm: 2.2578 2020-07-25 20:12:38,688 - mmaction - INFO - Epoch [56][40/3757] lr: 8.904e-02, eta: 7 days, 9:15:50, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5930, loss_cls: 3.0520, loss: 3.0520, grad_norm: 2.2803 2020-07-25 20:12:54,548 - mmaction - INFO - Epoch [56][60/3757] lr: 8.904e-02, eta: 7 days, 9:15:26, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5820, loss_cls: 3.1323, loss: 3.1323, grad_norm: 2.3415 2020-07-25 20:13:10,339 - mmaction - INFO - Epoch [56][80/3757] lr: 8.904e-02, eta: 7 days, 9:15:00, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5938, loss_cls: 3.0354, loss: 3.0354, grad_norm: 2.3046 2020-07-25 20:13:26,156 - mmaction - INFO - Epoch [56][100/3757] lr: 8.904e-02, eta: 7 days, 9:14:35, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5883, loss_cls: 2.9852, loss: 2.9852, grad_norm: 2.3294 2020-07-25 20:13:41,908 - mmaction - INFO - Epoch [56][120/3757] lr: 8.904e-02, eta: 7 days, 9:14:10, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5570, loss_cls: 3.1563, loss: 3.1563, grad_norm: 2.3047 2020-07-25 20:13:57,740 - mmaction - INFO - Epoch [56][140/3757] lr: 8.904e-02, eta: 7 days, 9:13:45, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5797, loss_cls: 3.0643, loss: 3.0643, grad_norm: 2.2293 2020-07-25 20:14:13,589 - mmaction - INFO - Epoch [56][160/3757] lr: 8.904e-02, eta: 7 days, 9:13:20, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5945, loss_cls: 3.0204, loss: 3.0204, grad_norm: 2.2994 2020-07-25 20:14:29,334 - mmaction - INFO - Epoch [56][180/3757] lr: 8.904e-02, eta: 7 days, 9:12:55, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5875, loss_cls: 3.0444, loss: 3.0444, grad_norm: 2.2815 2020-07-25 20:14:45,116 - mmaction - INFO - Epoch [56][200/3757] lr: 8.904e-02, eta: 7 days, 9:12:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.1235, loss: 3.1235, grad_norm: 2.2820 2020-07-25 20:15:00,914 - mmaction - INFO - Epoch [56][220/3757] lr: 8.904e-02, eta: 7 days, 9:12:05, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5773, loss_cls: 3.0829, loss: 3.0829, grad_norm: 2.2885 2020-07-25 20:15:17,116 - mmaction - INFO - Epoch [56][240/3757] lr: 8.904e-02, eta: 7 days, 9:11:42, time: 0.810, data_time: 0.014, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5656, loss_cls: 3.1238, loss: 3.1238, grad_norm: 2.2689 2020-07-25 20:15:32,926 - mmaction - INFO - Epoch [56][260/3757] lr: 8.904e-02, eta: 7 days, 9:11:17, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6039, loss_cls: 2.9703, loss: 2.9703, grad_norm: 2.2202 2020-07-25 20:15:48,723 - mmaction - INFO - Epoch [56][280/3757] lr: 8.904e-02, eta: 7 days, 9:10:52, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5898, loss_cls: 3.0524, loss: 3.0524, grad_norm: 2.2937 2020-07-25 20:16:04,504 - mmaction - INFO - Epoch [56][300/3757] lr: 8.904e-02, eta: 7 days, 9:10:27, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5625, loss_cls: 3.0991, loss: 3.0991, grad_norm: 2.2855 2020-07-25 20:16:20,308 - mmaction - INFO - Epoch [56][320/3757] lr: 8.904e-02, eta: 7 days, 9:10:02, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5852, loss_cls: 3.1143, loss: 3.1143, grad_norm: 2.2744 2020-07-25 20:16:36,106 - mmaction - INFO - Epoch [56][340/3757] lr: 8.904e-02, eta: 7 days, 9:09:37, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5680, loss_cls: 3.1183, loss: 3.1183, grad_norm: 2.2944 2020-07-25 20:16:51,892 - mmaction - INFO - Epoch [56][360/3757] lr: 8.904e-02, eta: 7 days, 9:09:12, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5992, loss_cls: 3.0247, loss: 3.0247, grad_norm: 2.3515 2020-07-25 20:17:07,758 - mmaction - INFO - Epoch [56][380/3757] lr: 8.904e-02, eta: 7 days, 9:08:47, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 2.9996, loss: 2.9996, grad_norm: 2.2820 2020-07-25 20:17:23,515 - mmaction - INFO - Epoch [56][400/3757] lr: 8.904e-02, eta: 7 days, 9:08:22, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5992, loss_cls: 3.0145, loss: 3.0145, grad_norm: 2.2430 2020-07-25 20:17:39,311 - mmaction - INFO - Epoch [56][420/3757] lr: 8.904e-02, eta: 7 days, 9:07:57, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5805, loss_cls: 3.0736, loss: 3.0736, grad_norm: 2.2902 2020-07-25 20:17:55,098 - mmaction - INFO - Epoch [56][440/3757] lr: 8.904e-02, eta: 7 days, 9:07:32, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6008, loss_cls: 2.9965, loss: 2.9965, grad_norm: 2.2669 2020-07-25 20:18:11,011 - mmaction - INFO - Epoch [56][460/3757] lr: 8.904e-02, eta: 7 days, 9:07:08, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5687, loss_cls: 3.1015, loss: 3.1015, grad_norm: 2.2683 2020-07-25 20:18:27,029 - mmaction - INFO - Epoch [56][480/3757] lr: 8.904e-02, eta: 7 days, 9:06:44, time: 0.800, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.6023, loss_cls: 3.0556, loss: 3.0556, grad_norm: 2.2875 2020-07-25 20:18:42,858 - mmaction - INFO - Epoch [56][500/3757] lr: 8.904e-02, eta: 7 days, 9:06:19, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5695, loss_cls: 3.1349, loss: 3.1349, grad_norm: 2.2786 2020-07-25 20:18:58,644 - mmaction - INFO - Epoch [56][520/3757] lr: 8.904e-02, eta: 7 days, 9:05:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5734, loss_cls: 3.1543, loss: 3.1543, grad_norm: 2.3314 2020-07-25 20:19:14,548 - mmaction - INFO - Epoch [56][540/3757] lr: 8.904e-02, eta: 7 days, 9:05:30, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.6008, loss_cls: 3.0808, loss: 3.0808, grad_norm: 2.3188 2020-07-25 20:19:30,455 - mmaction - INFO - Epoch [56][560/3757] lr: 8.904e-02, eta: 7 days, 9:05:06, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5797, loss_cls: 3.0236, loss: 3.0236, grad_norm: 2.2841 2020-07-25 20:19:46,271 - mmaction - INFO - Epoch [56][580/3757] lr: 8.904e-02, eta: 7 days, 9:04:41, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5766, loss_cls: 3.1349, loss: 3.1349, grad_norm: 2.3136 2020-07-25 20:20:02,017 - mmaction - INFO - Epoch [56][600/3757] lr: 8.904e-02, eta: 7 days, 9:04:16, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5727, loss_cls: 3.1236, loss: 3.1236, grad_norm: 2.1808 2020-07-25 20:20:17,846 - mmaction - INFO - Epoch [56][620/3757] lr: 8.904e-02, eta: 7 days, 9:03:51, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5813, loss_cls: 3.0686, loss: 3.0686, grad_norm: 2.2361 2020-07-25 20:20:33,698 - mmaction - INFO - Epoch [56][640/3757] lr: 8.904e-02, eta: 7 days, 9:03:26, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6211, loss_cls: 2.9191, loss: 2.9191, grad_norm: 2.2700 2020-07-25 20:20:49,513 - mmaction - INFO - Epoch [56][660/3757] lr: 8.904e-02, eta: 7 days, 9:03:01, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5953, loss_cls: 3.0283, loss: 3.0283, grad_norm: 2.3407 2020-07-25 20:21:05,369 - mmaction - INFO - Epoch [56][680/3757] lr: 8.904e-02, eta: 7 days, 9:02:37, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5813, loss_cls: 3.1032, loss: 3.1032, grad_norm: 2.2471 2020-07-25 20:21:21,177 - mmaction - INFO - Epoch [56][700/3757] lr: 8.904e-02, eta: 7 days, 9:02:12, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5883, loss_cls: 2.9932, loss: 2.9932, grad_norm: 2.2178 2020-07-25 20:21:37,027 - mmaction - INFO - Epoch [56][720/3757] lr: 8.904e-02, eta: 7 days, 9:01:47, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5734, loss_cls: 3.0707, loss: 3.0707, grad_norm: 2.3007 2020-07-25 20:21:52,847 - mmaction - INFO - Epoch [56][740/3757] lr: 8.904e-02, eta: 7 days, 9:01:22, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5813, loss_cls: 3.1016, loss: 3.1016, grad_norm: 2.2983 2020-07-25 20:22:08,645 - mmaction - INFO - Epoch [56][760/3757] lr: 8.904e-02, eta: 7 days, 9:00:57, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5914, loss_cls: 3.0130, loss: 3.0130, grad_norm: 2.2983 2020-07-25 20:22:24,454 - mmaction - INFO - Epoch [56][780/3757] lr: 8.904e-02, eta: 7 days, 9:00:32, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5711, loss_cls: 3.1270, loss: 3.1270, grad_norm: 2.3480 2020-07-25 20:22:40,299 - mmaction - INFO - Epoch [56][800/3757] lr: 8.904e-02, eta: 7 days, 9:00:08, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5523, loss_cls: 3.2054, loss: 3.2054, grad_norm: 2.2950 2020-07-25 20:22:56,205 - mmaction - INFO - Epoch [56][820/3757] lr: 8.904e-02, eta: 7 days, 8:59:44, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5758, loss_cls: 3.1841, loss: 3.1841, grad_norm: 2.2768 2020-07-25 20:23:12,010 - mmaction - INFO - Epoch [56][840/3757] lr: 8.904e-02, eta: 7 days, 8:59:19, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5734, loss_cls: 3.0905, loss: 3.0905, grad_norm: 2.3047 2020-07-25 20:23:27,863 - mmaction - INFO - Epoch [56][860/3757] lr: 8.904e-02, eta: 7 days, 8:58:54, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5758, loss_cls: 3.1035, loss: 3.1035, grad_norm: 2.2677 2020-07-25 20:23:43,730 - mmaction - INFO - Epoch [56][880/3757] lr: 8.904e-02, eta: 7 days, 8:58:30, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5820, loss_cls: 3.1508, loss: 3.1508, grad_norm: 2.2721 2020-07-25 20:23:59,570 - mmaction - INFO - Epoch [56][900/3757] lr: 8.904e-02, eta: 7 days, 8:58:05, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5844, loss_cls: 3.0287, loss: 3.0287, grad_norm: 2.2528 2020-07-25 20:24:15,446 - mmaction - INFO - Epoch [56][920/3757] lr: 8.904e-02, eta: 7 days, 8:57:41, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5711, loss_cls: 3.1123, loss: 3.1123, grad_norm: 2.2872 2020-07-25 20:24:31,269 - mmaction - INFO - Epoch [56][940/3757] lr: 8.904e-02, eta: 7 days, 8:57:16, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5758, loss_cls: 3.1295, loss: 3.1295, grad_norm: 2.2776 2020-07-25 20:24:47,059 - mmaction - INFO - Epoch [56][960/3757] lr: 8.904e-02, eta: 7 days, 8:56:51, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5852, loss_cls: 3.1148, loss: 3.1148, grad_norm: 2.2539 2020-07-25 20:25:02,928 - mmaction - INFO - Epoch [56][980/3757] lr: 8.904e-02, eta: 7 days, 8:56:26, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5852, loss_cls: 3.0657, loss: 3.0657, grad_norm: 2.2642 2020-07-25 20:25:18,649 - mmaction - INFO - Epoch [56][1000/3757] lr: 8.904e-02, eta: 7 days, 8:56:01, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5922, loss_cls: 3.0963, loss: 3.0963, grad_norm: 2.3251 2020-07-25 20:25:34,637 - mmaction - INFO - Epoch [56][1020/3757] lr: 8.904e-02, eta: 7 days, 8:55:37, time: 0.799, data_time: 0.012, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5508, loss_cls: 3.2144, loss: 3.2144, grad_norm: 2.2909 2020-07-25 20:25:50,495 - mmaction - INFO - Epoch [56][1040/3757] lr: 8.904e-02, eta: 7 days, 8:55:13, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5805, loss_cls: 3.0611, loss: 3.0611, grad_norm: 2.2343 2020-07-25 20:26:06,369 - mmaction - INFO - Epoch [56][1060/3757] lr: 8.904e-02, eta: 7 days, 8:54:48, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5852, loss_cls: 3.0725, loss: 3.0725, grad_norm: 2.2861 2020-07-25 20:26:22,246 - mmaction - INFO - Epoch [56][1080/3757] lr: 8.904e-02, eta: 7 days, 8:54:24, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5789, loss_cls: 3.0855, loss: 3.0855, grad_norm: 2.2615 2020-07-25 20:26:38,054 - mmaction - INFO - Epoch [56][1100/3757] lr: 8.904e-02, eta: 7 days, 8:53:59, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5852, loss_cls: 3.0899, loss: 3.0899, grad_norm: 2.2851 2020-07-25 20:26:53,862 - mmaction - INFO - Epoch [56][1120/3757] lr: 8.904e-02, eta: 7 days, 8:53:34, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5852, loss_cls: 3.1353, loss: 3.1353, grad_norm: 2.3184 2020-07-25 20:27:09,974 - mmaction - INFO - Epoch [56][1140/3757] lr: 8.904e-02, eta: 7 days, 8:53:12, time: 0.805, data_time: 0.017, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5625, loss_cls: 3.0765, loss: 3.0765, grad_norm: 2.2857 2020-07-25 20:27:25,745 - mmaction - INFO - Epoch [56][1160/3757] lr: 8.904e-02, eta: 7 days, 8:52:47, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5836, loss_cls: 3.0543, loss: 3.0543, grad_norm: 2.2786 2020-07-25 20:27:41,662 - mmaction - INFO - Epoch [56][1180/3757] lr: 8.904e-02, eta: 7 days, 8:52:23, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5602, loss_cls: 3.1634, loss: 3.1634, grad_norm: 2.2473 2020-07-25 20:27:57,399 - mmaction - INFO - Epoch [56][1200/3757] lr: 8.904e-02, eta: 7 days, 8:51:57, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5625, loss_cls: 3.1446, loss: 3.1446, grad_norm: 2.2620 2020-07-25 20:28:13,250 - mmaction - INFO - Epoch [56][1220/3757] lr: 8.904e-02, eta: 7 days, 8:51:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5742, loss_cls: 3.0997, loss: 3.0997, grad_norm: 2.2847 2020-07-25 20:28:29,019 - mmaction - INFO - Epoch [56][1240/3757] lr: 8.904e-02, eta: 7 days, 8:51:08, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5836, loss_cls: 3.1517, loss: 3.1517, grad_norm: 2.2723 2020-07-25 20:28:45,020 - mmaction - INFO - Epoch [56][1260/3757] lr: 8.904e-02, eta: 7 days, 8:50:44, time: 0.798, data_time: 0.012, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5813, loss_cls: 3.0323, loss: 3.0323, grad_norm: 2.3309 2020-07-25 20:29:00,802 - mmaction - INFO - Epoch [56][1280/3757] lr: 8.904e-02, eta: 7 days, 8:50:19, time: 0.790, data_time: 0.006, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5703, loss_cls: 3.1203, loss: 3.1203, grad_norm: 2.2944 2020-07-25 20:29:16,659 - mmaction - INFO - Epoch [56][1300/3757] lr: 8.904e-02, eta: 7 days, 8:49:55, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5852, loss_cls: 3.1380, loss: 3.1380, grad_norm: 2.2395 2020-07-25 20:29:32,530 - mmaction - INFO - Epoch [56][1320/3757] lr: 8.904e-02, eta: 7 days, 8:49:30, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5750, loss_cls: 3.1085, loss: 3.1085, grad_norm: 2.2654 2020-07-25 20:29:48,395 - mmaction - INFO - Epoch [56][1340/3757] lr: 8.904e-02, eta: 7 days, 8:49:06, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5906, loss_cls: 3.0621, loss: 3.0621, grad_norm: 2.2288 2020-07-25 20:30:04,338 - mmaction - INFO - Epoch [56][1360/3757] lr: 8.904e-02, eta: 7 days, 8:48:42, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5930, loss_cls: 3.0400, loss: 3.0400, grad_norm: 2.2068 2020-07-25 20:30:20,047 - mmaction - INFO - Epoch [56][1380/3757] lr: 8.904e-02, eta: 7 days, 8:48:17, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5516, loss_cls: 3.1934, loss: 3.1934, grad_norm: 2.2832 2020-07-25 20:30:35,865 - mmaction - INFO - Epoch [56][1400/3757] lr: 8.904e-02, eta: 7 days, 8:47:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5703, loss_cls: 3.1082, loss: 3.1082, grad_norm: 2.2169 2020-07-25 20:30:51,618 - mmaction - INFO - Epoch [56][1420/3757] lr: 8.904e-02, eta: 7 days, 8:47:27, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5336, loss_cls: 3.2520, loss: 3.2520, grad_norm: 2.2535 2020-07-25 20:31:07,456 - mmaction - INFO - Epoch [56][1440/3757] lr: 8.904e-02, eta: 7 days, 8:47:02, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5734, loss_cls: 3.1645, loss: 3.1645, grad_norm: 2.2160 2020-07-25 20:31:23,294 - mmaction - INFO - Epoch [56][1460/3757] lr: 8.904e-02, eta: 7 days, 8:46:37, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5695, loss_cls: 3.1387, loss: 3.1387, grad_norm: 2.3458 2020-07-25 20:31:39,037 - mmaction - INFO - Epoch [56][1480/3757] lr: 8.904e-02, eta: 7 days, 8:46:12, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.6008, loss_cls: 3.0641, loss: 3.0641, grad_norm: 2.2592 2020-07-25 20:31:54,933 - mmaction - INFO - Epoch [56][1500/3757] lr: 8.904e-02, eta: 7 days, 8:45:48, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5711, loss_cls: 3.0457, loss: 3.0457, grad_norm: 2.2466 2020-07-25 20:32:10,758 - mmaction - INFO - Epoch [56][1520/3757] lr: 8.904e-02, eta: 7 days, 8:45:23, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5578, loss_cls: 3.1268, loss: 3.1268, grad_norm: 2.2982 2020-07-25 20:32:26,652 - mmaction - INFO - Epoch [56][1540/3757] lr: 8.904e-02, eta: 7 days, 8:44:59, time: 0.794, data_time: 0.001, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5805, loss_cls: 3.1489, loss: 3.1489, grad_norm: 2.2665 2020-07-25 20:32:42,412 - mmaction - INFO - Epoch [56][1560/3757] lr: 8.904e-02, eta: 7 days, 8:44:34, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5539, loss_cls: 3.2117, loss: 3.2117, grad_norm: 2.2983 2020-07-25 20:32:58,248 - mmaction - INFO - Epoch [56][1580/3757] lr: 8.904e-02, eta: 7 days, 8:44:10, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5875, loss_cls: 3.0571, loss: 3.0571, grad_norm: 2.2388 2020-07-25 20:33:14,114 - mmaction - INFO - Epoch [56][1600/3757] lr: 8.904e-02, eta: 7 days, 8:43:45, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5859, loss_cls: 3.0599, loss: 3.0599, grad_norm: 2.2495 2020-07-25 20:33:29,875 - mmaction - INFO - Epoch [56][1620/3757] lr: 8.904e-02, eta: 7 days, 8:43:20, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5836, loss_cls: 3.0998, loss: 3.0998, grad_norm: 2.3182 2020-07-25 20:33:45,691 - mmaction - INFO - Epoch [56][1640/3757] lr: 8.904e-02, eta: 7 days, 8:42:55, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5977, loss_cls: 2.9893, loss: 2.9893, grad_norm: 2.2657 2020-07-25 20:34:01,545 - mmaction - INFO - Epoch [56][1660/3757] lr: 8.904e-02, eta: 7 days, 8:42:31, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5789, loss_cls: 3.0967, loss: 3.0967, grad_norm: 2.3318 2020-07-25 20:34:17,423 - mmaction - INFO - Epoch [56][1680/3757] lr: 8.904e-02, eta: 7 days, 8:42:07, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5797, loss_cls: 3.1300, loss: 3.1300, grad_norm: 2.2334 2020-07-25 20:34:33,177 - mmaction - INFO - Epoch [56][1700/3757] lr: 8.904e-02, eta: 7 days, 8:41:42, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5656, loss_cls: 3.1399, loss: 3.1399, grad_norm: 2.2419 2020-07-25 20:34:49,008 - mmaction - INFO - Epoch [56][1720/3757] lr: 8.904e-02, eta: 7 days, 8:41:17, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5555, loss_cls: 3.1622, loss: 3.1622, grad_norm: 2.2218 2020-07-25 20:35:04,860 - mmaction - INFO - Epoch [56][1740/3757] lr: 8.904e-02, eta: 7 days, 8:40:52, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5617, loss_cls: 3.1818, loss: 3.1818, grad_norm: 2.1982 2020-07-25 20:35:20,618 - mmaction - INFO - Epoch [56][1760/3757] lr: 8.904e-02, eta: 7 days, 8:40:27, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5687, loss_cls: 3.1043, loss: 3.1043, grad_norm: 2.2023 2020-07-25 20:35:36,371 - mmaction - INFO - Epoch [56][1780/3757] lr: 8.904e-02, eta: 7 days, 8:40:02, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5664, loss_cls: 3.1734, loss: 3.1734, grad_norm: 2.2266 2020-07-25 20:35:52,158 - mmaction - INFO - Epoch [56][1800/3757] lr: 8.904e-02, eta: 7 days, 8:39:37, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5781, loss_cls: 3.0848, loss: 3.0848, grad_norm: 2.2591 2020-07-25 20:36:07,999 - mmaction - INFO - Epoch [56][1820/3757] lr: 8.904e-02, eta: 7 days, 8:39:13, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5641, loss_cls: 3.1995, loss: 3.1995, grad_norm: 2.3191 2020-07-25 20:36:23,893 - mmaction - INFO - Epoch [56][1840/3757] lr: 8.904e-02, eta: 7 days, 8:38:49, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5539, loss_cls: 3.2540, loss: 3.2540, grad_norm: 2.3017 2020-07-25 20:36:39,726 - mmaction - INFO - Epoch [56][1860/3757] lr: 8.904e-02, eta: 7 days, 8:38:24, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5734, loss_cls: 3.1063, loss: 3.1063, grad_norm: 2.2261 2020-07-25 20:36:55,484 - mmaction - INFO - Epoch [56][1880/3757] lr: 8.904e-02, eta: 7 days, 8:37:59, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5828, loss_cls: 3.0187, loss: 3.0187, grad_norm: 2.2533 2020-07-25 20:37:11,186 - mmaction - INFO - Epoch [56][1900/3757] lr: 8.904e-02, eta: 7 days, 8:37:34, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5656, loss_cls: 3.1295, loss: 3.1295, grad_norm: 2.2460 2020-07-25 20:37:27,024 - mmaction - INFO - Epoch [56][1920/3757] lr: 8.904e-02, eta: 7 days, 8:37:09, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5844, loss_cls: 3.1068, loss: 3.1068, grad_norm: 2.3291 2020-07-25 20:37:42,836 - mmaction - INFO - Epoch [56][1940/3757] lr: 8.904e-02, eta: 7 days, 8:36:44, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5891, loss_cls: 3.0520, loss: 3.0520, grad_norm: 2.3058 2020-07-25 20:37:58,725 - mmaction - INFO - Epoch [56][1960/3757] lr: 8.904e-02, eta: 7 days, 8:36:20, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5672, loss_cls: 3.1905, loss: 3.1905, grad_norm: 2.2557 2020-07-25 20:38:14,563 - mmaction - INFO - Epoch [56][1980/3757] lr: 8.904e-02, eta: 7 days, 8:35:56, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5984, loss_cls: 3.0117, loss: 3.0117, grad_norm: 2.2603 2020-07-25 20:38:30,331 - mmaction - INFO - Epoch [56][2000/3757] lr: 8.904e-02, eta: 7 days, 8:35:31, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5695, loss_cls: 3.1220, loss: 3.1220, grad_norm: 2.2991 2020-07-25 20:38:46,139 - mmaction - INFO - Epoch [56][2020/3757] lr: 8.904e-02, eta: 7 days, 8:35:06, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5789, loss_cls: 3.1103, loss: 3.1103, grad_norm: 2.2861 2020-07-25 20:39:01,950 - mmaction - INFO - Epoch [56][2040/3757] lr: 8.904e-02, eta: 7 days, 8:34:42, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5852, loss_cls: 3.0588, loss: 3.0588, grad_norm: 2.2090 2020-07-25 20:39:17,762 - mmaction - INFO - Epoch [56][2060/3757] lr: 8.904e-02, eta: 7 days, 8:34:17, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5742, loss_cls: 3.1040, loss: 3.1040, grad_norm: 2.2275 2020-07-25 20:39:33,537 - mmaction - INFO - Epoch [56][2080/3757] lr: 8.904e-02, eta: 7 days, 8:33:52, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5727, loss_cls: 3.1015, loss: 3.1015, grad_norm: 2.3052 2020-07-25 20:39:49,319 - mmaction - INFO - Epoch [56][2100/3757] lr: 8.904e-02, eta: 7 days, 8:33:27, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5773, loss_cls: 3.0627, loss: 3.0627, grad_norm: 2.3206 2020-07-25 20:40:05,224 - mmaction - INFO - Epoch [56][2120/3757] lr: 8.904e-02, eta: 7 days, 8:33:03, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5617, loss_cls: 3.1595, loss: 3.1595, grad_norm: 2.2649 2020-07-25 20:40:20,918 - mmaction - INFO - Epoch [56][2140/3757] lr: 8.904e-02, eta: 7 days, 8:32:37, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5859, loss_cls: 3.0413, loss: 3.0413, grad_norm: 2.1917 2020-07-25 20:40:36,701 - mmaction - INFO - Epoch [56][2160/3757] lr: 8.904e-02, eta: 7 days, 8:32:13, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5867, loss_cls: 3.1198, loss: 3.1198, grad_norm: 2.3046 2020-07-25 20:40:52,512 - mmaction - INFO - Epoch [56][2180/3757] lr: 8.904e-02, eta: 7 days, 8:31:48, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.0909, loss: 3.0909, grad_norm: 2.2972 2020-07-25 20:41:08,337 - mmaction - INFO - Epoch [56][2200/3757] lr: 8.904e-02, eta: 7 days, 8:31:24, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5750, loss_cls: 3.1580, loss: 3.1580, grad_norm: 2.3402 2020-07-25 20:41:24,110 - mmaction - INFO - Epoch [56][2220/3757] lr: 8.904e-02, eta: 7 days, 8:30:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5930, loss_cls: 3.1173, loss: 3.1173, grad_norm: 2.2798 2020-07-25 20:41:39,878 - mmaction - INFO - Epoch [56][2240/3757] lr: 8.904e-02, eta: 7 days, 8:30:34, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5898, loss_cls: 3.1133, loss: 3.1133, grad_norm: 2.3424 2020-07-25 20:41:55,675 - mmaction - INFO - Epoch [56][2260/3757] lr: 8.904e-02, eta: 7 days, 8:30:09, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.6016, loss_cls: 3.0506, loss: 3.0506, grad_norm: 2.3071 2020-07-25 20:42:11,545 - mmaction - INFO - Epoch [56][2280/3757] lr: 8.904e-02, eta: 7 days, 8:29:45, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5602, loss_cls: 3.1823, loss: 3.1823, grad_norm: 2.2841 2020-07-25 20:42:27,330 - mmaction - INFO - Epoch [56][2300/3757] lr: 8.904e-02, eta: 7 days, 8:29:20, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5727, loss_cls: 3.1543, loss: 3.1543, grad_norm: 2.2774 2020-07-25 20:42:43,175 - mmaction - INFO - Epoch [56][2320/3757] lr: 8.904e-02, eta: 7 days, 8:28:56, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.2171, loss: 3.2171, grad_norm: 2.3081 2020-07-25 20:42:59,000 - mmaction - INFO - Epoch [56][2340/3757] lr: 8.904e-02, eta: 7 days, 8:28:31, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5891, loss_cls: 3.0440, loss: 3.0440, grad_norm: 2.2689 2020-07-25 20:43:14,846 - mmaction - INFO - Epoch [56][2360/3757] lr: 8.904e-02, eta: 7 days, 8:28:07, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5695, loss_cls: 3.1870, loss: 3.1870, grad_norm: 2.2866 2020-07-25 20:43:30,718 - mmaction - INFO - Epoch [56][2380/3757] lr: 8.904e-02, eta: 7 days, 8:27:42, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5664, loss_cls: 3.1125, loss: 3.1125, grad_norm: 2.2394 2020-07-25 20:43:46,491 - mmaction - INFO - Epoch [56][2400/3757] lr: 8.904e-02, eta: 7 days, 8:27:18, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5805, loss_cls: 3.1159, loss: 3.1159, grad_norm: 2.2796 2020-07-25 20:44:02,243 - mmaction - INFO - Epoch [56][2420/3757] lr: 8.904e-02, eta: 7 days, 8:26:53, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.6094, loss_cls: 3.0125, loss: 3.0125, grad_norm: 2.3357 2020-07-25 20:44:18,071 - mmaction - INFO - Epoch [56][2440/3757] lr: 8.904e-02, eta: 7 days, 8:26:28, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5719, loss_cls: 3.0866, loss: 3.0866, grad_norm: 2.2506 2020-07-25 20:44:33,853 - mmaction - INFO - Epoch [56][2460/3757] lr: 8.904e-02, eta: 7 days, 8:26:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5781, loss_cls: 3.1112, loss: 3.1112, grad_norm: 2.2932 2020-07-25 20:44:49,669 - mmaction - INFO - Epoch [56][2480/3757] lr: 8.904e-02, eta: 7 days, 8:25:39, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6125, loss_cls: 2.9578, loss: 2.9578, grad_norm: 2.3006 2020-07-25 20:45:05,524 - mmaction - INFO - Epoch [56][2500/3757] lr: 8.904e-02, eta: 7 days, 8:25:14, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5727, loss_cls: 3.1134, loss: 3.1134, grad_norm: 2.3304 2020-07-25 20:45:21,294 - mmaction - INFO - Epoch [56][2520/3757] lr: 8.904e-02, eta: 7 days, 8:24:49, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6094, loss_cls: 3.0033, loss: 3.0033, grad_norm: 2.2497 2020-07-25 20:45:37,093 - mmaction - INFO - Epoch [56][2540/3757] lr: 8.904e-02, eta: 7 days, 8:24:25, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.1676, loss: 3.1676, grad_norm: 2.2675 2020-07-25 20:45:52,878 - mmaction - INFO - Epoch [56][2560/3757] lr: 8.904e-02, eta: 7 days, 8:24:00, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5820, loss_cls: 3.1349, loss: 3.1349, grad_norm: 2.2570 2020-07-25 20:46:08,672 - mmaction - INFO - Epoch [56][2580/3757] lr: 8.904e-02, eta: 7 days, 8:23:35, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.6023, loss_cls: 3.0012, loss: 3.0012, grad_norm: 2.2655 2020-07-25 20:46:24,394 - mmaction - INFO - Epoch [56][2600/3757] lr: 8.904e-02, eta: 7 days, 8:23:10, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5734, loss_cls: 3.0774, loss: 3.0774, grad_norm: 2.2856 2020-07-25 20:46:40,211 - mmaction - INFO - Epoch [56][2620/3757] lr: 8.904e-02, eta: 7 days, 8:22:46, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5961, loss_cls: 3.0546, loss: 3.0546, grad_norm: 2.2209 2020-07-25 20:46:56,036 - mmaction - INFO - Epoch [56][2640/3757] lr: 8.904e-02, eta: 7 days, 8:22:21, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5672, loss_cls: 3.1433, loss: 3.1433, grad_norm: 2.2712 2020-07-25 20:47:11,791 - mmaction - INFO - Epoch [56][2660/3757] lr: 8.904e-02, eta: 7 days, 8:21:56, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5805, loss_cls: 3.0989, loss: 3.0989, grad_norm: 2.2322 2020-07-25 20:47:27,789 - mmaction - INFO - Epoch [56][2680/3757] lr: 8.904e-02, eta: 7 days, 8:21:33, time: 0.800, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5844, loss_cls: 3.0247, loss: 3.0247, grad_norm: 2.2607 2020-07-25 20:47:43,564 - mmaction - INFO - Epoch [56][2700/3757] lr: 8.904e-02, eta: 7 days, 8:21:08, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5648, loss_cls: 3.1857, loss: 3.1857, grad_norm: 2.2279 2020-07-25 20:47:59,561 - mmaction - INFO - Epoch [56][2720/3757] lr: 8.904e-02, eta: 7 days, 8:20:45, time: 0.799, data_time: 0.012, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5852, loss_cls: 3.0750, loss: 3.0750, grad_norm: 2.2126 2020-07-25 20:48:15,401 - mmaction - INFO - Epoch [56][2740/3757] lr: 8.904e-02, eta: 7 days, 8:20:20, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5852, loss_cls: 3.0918, loss: 3.0918, grad_norm: 2.2524 2020-07-25 20:48:31,191 - mmaction - INFO - Epoch [56][2760/3757] lr: 8.904e-02, eta: 7 days, 8:19:56, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5766, loss_cls: 3.1269, loss: 3.1269, grad_norm: 2.3230 2020-07-25 20:48:46,976 - mmaction - INFO - Epoch [56][2780/3757] lr: 8.904e-02, eta: 7 days, 8:19:31, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.5805, loss_cls: 3.0430, loss: 3.0430, grad_norm: 2.2395 2020-07-25 20:49:02,743 - mmaction - INFO - Epoch [56][2800/3757] lr: 8.904e-02, eta: 7 days, 8:19:06, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5672, loss_cls: 3.1599, loss: 3.1599, grad_norm: 2.2596 2020-07-25 20:49:18,601 - mmaction - INFO - Epoch [56][2820/3757] lr: 8.904e-02, eta: 7 days, 8:18:42, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5633, loss_cls: 3.1056, loss: 3.1056, grad_norm: 2.2822 2020-07-25 20:49:34,503 - mmaction - INFO - Epoch [56][2840/3757] lr: 8.904e-02, eta: 7 days, 8:18:18, time: 0.796, data_time: 0.009, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5609, loss_cls: 3.1782, loss: 3.1782, grad_norm: 2.2393 2020-07-25 20:49:50,306 - mmaction - INFO - Epoch [56][2860/3757] lr: 8.904e-02, eta: 7 days, 8:17:53, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5758, loss_cls: 3.1113, loss: 3.1113, grad_norm: 2.2273 2020-07-25 20:50:06,257 - mmaction - INFO - Epoch [56][2880/3757] lr: 8.904e-02, eta: 7 days, 8:17:30, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5727, loss_cls: 3.1567, loss: 3.1567, grad_norm: 2.2762 2020-07-25 20:50:22,121 - mmaction - INFO - Epoch [56][2900/3757] lr: 8.904e-02, eta: 7 days, 8:17:06, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5664, loss_cls: 3.1986, loss: 3.1986, grad_norm: 2.2720 2020-07-25 20:50:37,943 - mmaction - INFO - Epoch [56][2920/3757] lr: 8.904e-02, eta: 7 days, 8:16:41, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5922, loss_cls: 3.0716, loss: 3.0716, grad_norm: 2.2504 2020-07-25 20:50:54,111 - mmaction - INFO - Epoch [56][2940/3757] lr: 8.904e-02, eta: 7 days, 8:16:20, time: 0.808, data_time: 0.022, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5813, loss_cls: 3.0625, loss: 3.0625, grad_norm: 2.3053 2020-07-25 20:51:10,429 - mmaction - INFO - Epoch [56][2960/3757] lr: 8.904e-02, eta: 7 days, 8:15:59, time: 0.816, data_time: 0.024, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5789, loss_cls: 3.1250, loss: 3.1250, grad_norm: 2.2415 2020-07-25 20:51:26,644 - mmaction - INFO - Epoch [56][2980/3757] lr: 8.904e-02, eta: 7 days, 8:15:37, time: 0.809, data_time: 0.021, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5523, loss_cls: 3.2049, loss: 3.2049, grad_norm: 2.2271 2020-07-25 20:51:42,798 - mmaction - INFO - Epoch [56][3000/3757] lr: 8.904e-02, eta: 7 days, 8:15:15, time: 0.808, data_time: 0.018, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5797, loss_cls: 3.1069, loss: 3.1069, grad_norm: 2.2535 2020-07-25 20:51:58,578 - mmaction - INFO - Epoch [56][3020/3757] lr: 8.904e-02, eta: 7 days, 8:14:50, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5672, loss_cls: 3.0899, loss: 3.0899, grad_norm: 2.2250 2020-07-25 20:52:14,466 - mmaction - INFO - Epoch [56][3040/3757] lr: 8.904e-02, eta: 7 days, 8:14:26, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5875, loss_cls: 3.0677, loss: 3.0677, grad_norm: 2.2637 2020-07-25 20:52:30,250 - mmaction - INFO - Epoch [56][3060/3757] lr: 8.904e-02, eta: 7 days, 8:14:01, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5930, loss_cls: 3.0281, loss: 3.0281, grad_norm: 2.1732 2020-07-25 20:52:46,133 - mmaction - INFO - Epoch [56][3080/3757] lr: 8.904e-02, eta: 7 days, 8:13:38, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5695, loss_cls: 3.0557, loss: 3.0557, grad_norm: 2.2685 2020-07-25 20:53:01,991 - mmaction - INFO - Epoch [56][3100/3757] lr: 8.904e-02, eta: 7 days, 8:13:13, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6000, loss_cls: 3.0214, loss: 3.0214, grad_norm: 2.3201 2020-07-25 20:53:17,796 - mmaction - INFO - Epoch [56][3120/3757] lr: 8.904e-02, eta: 7 days, 8:12:49, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5531, loss_cls: 3.1850, loss: 3.1850, grad_norm: 2.3199 2020-07-25 20:53:33,573 - mmaction - INFO - Epoch [56][3140/3757] lr: 8.904e-02, eta: 7 days, 8:12:24, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5766, loss_cls: 3.0800, loss: 3.0800, grad_norm: 2.2417 2020-07-25 20:53:49,342 - mmaction - INFO - Epoch [56][3160/3757] lr: 8.904e-02, eta: 7 days, 8:11:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5883, loss_cls: 3.0257, loss: 3.0257, grad_norm: 2.2783 2020-07-25 20:54:05,118 - mmaction - INFO - Epoch [56][3180/3757] lr: 8.904e-02, eta: 7 days, 8:11:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5719, loss_cls: 3.1176, loss: 3.1176, grad_norm: 2.2891 2020-07-25 20:54:20,901 - mmaction - INFO - Epoch [56][3200/3757] lr: 8.904e-02, eta: 7 days, 8:11:10, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5648, loss_cls: 3.1263, loss: 3.1263, grad_norm: 2.2692 2020-07-25 20:54:36,780 - mmaction - INFO - Epoch [56][3220/3757] lr: 8.904e-02, eta: 7 days, 8:10:46, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5781, loss_cls: 3.0557, loss: 3.0557, grad_norm: 2.3110 2020-07-25 20:54:52,598 - mmaction - INFO - Epoch [56][3240/3757] lr: 8.904e-02, eta: 7 days, 8:10:21, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5617, loss_cls: 3.2147, loss: 3.2147, grad_norm: 2.2662 2020-07-25 20:55:08,433 - mmaction - INFO - Epoch [56][3260/3757] lr: 8.904e-02, eta: 7 days, 8:09:57, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5703, loss_cls: 3.1151, loss: 3.1151, grad_norm: 2.2179 2020-07-25 20:55:24,260 - mmaction - INFO - Epoch [56][3280/3757] lr: 8.904e-02, eta: 7 days, 8:09:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6000, loss_cls: 3.0407, loss: 3.0407, grad_norm: 2.2627 2020-07-25 20:55:40,109 - mmaction - INFO - Epoch [56][3300/3757] lr: 8.904e-02, eta: 7 days, 8:09:09, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5883, loss_cls: 3.0088, loss: 3.0088, grad_norm: 2.2955 2020-07-25 20:55:55,961 - mmaction - INFO - Epoch [56][3320/3757] lr: 8.904e-02, eta: 7 days, 8:08:45, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5852, loss_cls: 3.0803, loss: 3.0803, grad_norm: 2.2685 2020-07-25 20:56:11,779 - mmaction - INFO - Epoch [56][3340/3757] lr: 8.904e-02, eta: 7 days, 8:08:20, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5945, loss_cls: 2.9943, loss: 2.9943, grad_norm: 2.2887 2020-07-25 20:56:27,593 - mmaction - INFO - Epoch [56][3360/3757] lr: 8.904e-02, eta: 7 days, 8:07:56, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.2006, loss: 3.2006, grad_norm: 2.3617 2020-07-25 20:56:43,352 - mmaction - INFO - Epoch [56][3380/3757] lr: 8.904e-02, eta: 7 days, 8:07:31, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5680, loss_cls: 3.2477, loss: 3.2477, grad_norm: 2.3215 2020-07-25 20:56:59,245 - mmaction - INFO - Epoch [56][3400/3757] lr: 8.904e-02, eta: 7 days, 8:07:07, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5852, loss_cls: 3.0583, loss: 3.0583, grad_norm: 2.2066 2020-07-25 20:57:15,150 - mmaction - INFO - Epoch [56][3420/3757] lr: 8.904e-02, eta: 7 days, 8:06:43, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5867, loss_cls: 3.0606, loss: 3.0606, grad_norm: 2.2589 2020-07-25 20:57:30,946 - mmaction - INFO - Epoch [56][3440/3757] lr: 8.904e-02, eta: 7 days, 8:06:19, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5859, loss_cls: 3.0815, loss: 3.0815, grad_norm: 2.2249 2020-07-25 20:57:46,755 - mmaction - INFO - Epoch [56][3460/3757] lr: 8.904e-02, eta: 7 days, 8:05:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5578, loss_cls: 3.1396, loss: 3.1396, grad_norm: 2.2787 2020-07-25 20:58:02,712 - mmaction - INFO - Epoch [56][3480/3757] lr: 8.904e-02, eta: 7 days, 8:05:31, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5648, loss_cls: 3.1130, loss: 3.1130, grad_norm: 2.2194 2020-07-25 20:58:18,568 - mmaction - INFO - Epoch [56][3500/3757] lr: 8.904e-02, eta: 7 days, 8:05:07, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5844, loss_cls: 3.0852, loss: 3.0852, grad_norm: 2.2518 2020-07-25 20:58:34,415 - mmaction - INFO - Epoch [56][3520/3757] lr: 8.904e-02, eta: 7 days, 8:04:43, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5695, loss_cls: 3.1791, loss: 3.1791, grad_norm: 2.2892 2020-07-25 20:58:50,273 - mmaction - INFO - Epoch [56][3540/3757] lr: 8.904e-02, eta: 7 days, 8:04:18, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5734, loss_cls: 3.1328, loss: 3.1328, grad_norm: 2.2618 2020-07-25 20:59:06,126 - mmaction - INFO - Epoch [56][3560/3757] lr: 8.904e-02, eta: 7 days, 8:03:54, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5617, loss_cls: 3.1612, loss: 3.1612, grad_norm: 2.2406 2020-07-25 20:59:21,927 - mmaction - INFO - Epoch [56][3580/3757] lr: 8.904e-02, eta: 7 days, 8:03:30, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5844, loss_cls: 3.0693, loss: 3.0693, grad_norm: 2.2642 2020-07-25 20:59:37,771 - mmaction - INFO - Epoch [56][3600/3757] lr: 8.904e-02, eta: 7 days, 8:03:06, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5742, loss_cls: 3.0678, loss: 3.0678, grad_norm: 2.2532 2020-07-25 20:59:53,597 - mmaction - INFO - Epoch [56][3620/3757] lr: 8.904e-02, eta: 7 days, 8:02:41, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5961, loss_cls: 3.0825, loss: 3.0825, grad_norm: 2.3004 2020-07-25 21:00:14,909 - mmaction - INFO - Epoch [56][3640/3757] lr: 8.904e-02, eta: 7 days, 8:02:56, time: 1.063, data_time: 0.006, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5805, loss_cls: 3.1234, loss: 3.1234, grad_norm: 2.3506 2020-07-25 21:00:30,736 - mmaction - INFO - Epoch [56][3660/3757] lr: 8.904e-02, eta: 7 days, 8:02:32, time: 0.793, data_time: 0.006, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5766, loss_cls: 3.1931, loss: 3.1931, grad_norm: 2.3186 2020-07-25 21:00:46,516 - mmaction - INFO - Epoch [56][3680/3757] lr: 8.904e-02, eta: 7 days, 8:02:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5437, loss_cls: 3.2031, loss: 3.2031, grad_norm: 2.2278 2020-07-25 21:01:02,454 - mmaction - INFO - Epoch [56][3700/3757] lr: 8.904e-02, eta: 7 days, 8:01:44, time: 0.797, data_time: 0.010, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.0797, loss: 3.0797, grad_norm: 2.2223 2020-07-25 21:01:18,243 - mmaction - INFO - Epoch [56][3720/3757] lr: 8.904e-02, eta: 7 days, 8:01:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5523, loss_cls: 3.1659, loss: 3.1659, grad_norm: 2.2224 2020-07-25 21:01:34,081 - mmaction - INFO - Epoch [56][3740/3757] lr: 8.904e-02, eta: 7 days, 8:00:55, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5656, loss_cls: 3.1174, loss: 3.1174, grad_norm: 2.2465 2020-07-25 21:01:54,568 - mmaction - INFO - Saving checkpoint at 56 epochs 2020-07-25 21:05:07,163 - mmaction - INFO - Epoch [57][20/3757] lr: 8.865e-02, eta: 7 days, 8:19:21, time: 9.521, data_time: 8.619, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5844, loss_cls: 3.0673, loss: 3.0673, grad_norm: 2.3052 2020-07-25 21:05:22,978 - mmaction - INFO - Epoch [57][40/3757] lr: 8.865e-02, eta: 7 days, 8:18:56, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6008, loss_cls: 3.0081, loss: 3.0081, grad_norm: 2.2881 2020-07-25 21:05:38,782 - mmaction - INFO - Epoch [57][60/3757] lr: 8.865e-02, eta: 7 days, 8:18:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5859, loss_cls: 3.0535, loss: 3.0535, grad_norm: 2.2782 2020-07-25 21:05:54,593 - mmaction - INFO - Epoch [57][80/3757] lr: 8.865e-02, eta: 7 days, 8:18:07, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6055, loss_cls: 2.9124, loss: 2.9124, grad_norm: 2.2662 2020-07-25 21:06:10,406 - mmaction - INFO - Epoch [57][100/3757] lr: 8.865e-02, eta: 7 days, 8:17:42, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5945, loss_cls: 3.0590, loss: 3.0590, grad_norm: 2.2769 2020-07-25 21:06:26,193 - mmaction - INFO - Epoch [57][120/3757] lr: 8.865e-02, eta: 7 days, 8:17:17, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5820, loss_cls: 3.1327, loss: 3.1327, grad_norm: 2.3226 2020-07-25 21:06:41,968 - mmaction - INFO - Epoch [57][140/3757] lr: 8.865e-02, eta: 7 days, 8:16:52, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5766, loss_cls: 3.0676, loss: 3.0676, grad_norm: 2.3043 2020-07-25 21:06:57,836 - mmaction - INFO - Epoch [57][160/3757] lr: 8.865e-02, eta: 7 days, 8:16:28, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5984, loss_cls: 3.0574, loss: 3.0574, grad_norm: 2.3296 2020-07-25 21:07:13,577 - mmaction - INFO - Epoch [57][180/3757] lr: 8.865e-02, eta: 7 days, 8:16:03, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5852, loss_cls: 3.0912, loss: 3.0912, grad_norm: 2.2368 2020-07-25 21:07:29,410 - mmaction - INFO - Epoch [57][200/3757] lr: 8.865e-02, eta: 7 days, 8:15:39, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5852, loss_cls: 3.0100, loss: 3.0100, grad_norm: 2.2662 2020-07-25 21:07:45,294 - mmaction - INFO - Epoch [57][220/3757] lr: 8.865e-02, eta: 7 days, 8:15:15, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5813, loss_cls: 3.0415, loss: 3.0415, grad_norm: 2.2207 2020-07-25 21:08:01,296 - mmaction - INFO - Epoch [57][240/3757] lr: 8.865e-02, eta: 7 days, 8:14:51, time: 0.799, data_time: 0.010, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5906, loss_cls: 3.0487, loss: 3.0487, grad_norm: 2.2057 2020-07-25 21:08:17,154 - mmaction - INFO - Epoch [57][260/3757] lr: 8.865e-02, eta: 7 days, 8:14:27, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5695, loss_cls: 3.0860, loss: 3.0860, grad_norm: 2.2554 2020-07-25 21:08:32,994 - mmaction - INFO - Epoch [57][280/3757] lr: 8.865e-02, eta: 7 days, 8:14:03, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5539, loss_cls: 3.2061, loss: 3.2061, grad_norm: 2.2443 2020-07-25 21:08:48,842 - mmaction - INFO - Epoch [57][300/3757] lr: 8.865e-02, eta: 7 days, 8:13:38, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.1233, loss: 3.1233, grad_norm: 2.2186 2020-07-25 21:09:04,620 - mmaction - INFO - Epoch [57][320/3757] lr: 8.865e-02, eta: 7 days, 8:13:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6102, loss_cls: 3.0070, loss: 3.0070, grad_norm: 2.2550 2020-07-25 21:09:20,456 - mmaction - INFO - Epoch [57][340/3757] lr: 8.865e-02, eta: 7 days, 8:12:49, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5906, loss_cls: 2.9903, loss: 2.9903, grad_norm: 2.2294 2020-07-25 21:09:36,226 - mmaction - INFO - Epoch [57][360/3757] lr: 8.865e-02, eta: 7 days, 8:12:24, time: 0.789, data_time: 0.007, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5805, loss_cls: 3.1264, loss: 3.1264, grad_norm: 2.3249 2020-07-25 21:09:52,058 - mmaction - INFO - Epoch [57][380/3757] lr: 8.865e-02, eta: 7 days, 8:12:00, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5508, loss_cls: 3.1158, loss: 3.1158, grad_norm: 2.1715 2020-07-25 21:10:07,964 - mmaction - INFO - Epoch [57][400/3757] lr: 8.865e-02, eta: 7 days, 8:11:36, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5852, loss_cls: 3.0946, loss: 3.0946, grad_norm: 2.3374 2020-07-25 21:10:23,845 - mmaction - INFO - Epoch [57][420/3757] lr: 8.865e-02, eta: 7 days, 8:11:12, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5828, loss_cls: 3.1135, loss: 3.1135, grad_norm: 2.2504 2020-07-25 21:10:39,617 - mmaction - INFO - Epoch [57][440/3757] lr: 8.865e-02, eta: 7 days, 8:10:47, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5703, loss_cls: 3.0995, loss: 3.0995, grad_norm: 2.2754 2020-07-25 21:10:55,455 - mmaction - INFO - Epoch [57][460/3757] lr: 8.865e-02, eta: 7 days, 8:10:23, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5969, loss_cls: 3.0125, loss: 3.0125, grad_norm: 2.2947 2020-07-25 21:11:11,298 - mmaction - INFO - Epoch [57][480/3757] lr: 8.865e-02, eta: 7 days, 8:09:58, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5836, loss_cls: 3.0521, loss: 3.0521, grad_norm: 2.2885 2020-07-25 21:11:27,064 - mmaction - INFO - Epoch [57][500/3757] lr: 8.865e-02, eta: 7 days, 8:09:33, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 3.0974, loss: 3.0974, grad_norm: 2.2581 2020-07-25 21:11:42,880 - mmaction - INFO - Epoch [57][520/3757] lr: 8.865e-02, eta: 7 days, 8:09:09, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6109, loss_cls: 2.9522, loss: 2.9522, grad_norm: 2.2124 2020-07-25 21:11:58,647 - mmaction - INFO - Epoch [57][540/3757] lr: 8.865e-02, eta: 7 days, 8:08:44, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5555, loss_cls: 3.1575, loss: 3.1575, grad_norm: 2.2537 2020-07-25 21:12:14,440 - mmaction - INFO - Epoch [57][560/3757] lr: 8.865e-02, eta: 7 days, 8:08:19, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5867, loss_cls: 3.0386, loss: 3.0386, grad_norm: 2.2697 2020-07-25 21:12:30,227 - mmaction - INFO - Epoch [57][580/3757] lr: 8.865e-02, eta: 7 days, 8:07:54, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5680, loss_cls: 3.1995, loss: 3.1995, grad_norm: 2.3334 2020-07-25 21:12:46,021 - mmaction - INFO - Epoch [57][600/3757] lr: 8.865e-02, eta: 7 days, 8:07:30, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 3.0473, loss: 3.0473, grad_norm: 2.3250 2020-07-25 21:13:01,842 - mmaction - INFO - Epoch [57][620/3757] lr: 8.865e-02, eta: 7 days, 8:07:05, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5625, loss_cls: 3.1779, loss: 3.1779, grad_norm: 2.2536 2020-07-25 21:13:17,628 - mmaction - INFO - Epoch [57][640/3757] lr: 8.865e-02, eta: 7 days, 8:06:41, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5609, loss_cls: 3.1218, loss: 3.1218, grad_norm: 2.3654 2020-07-25 21:13:33,515 - mmaction - INFO - Epoch [57][660/3757] lr: 8.865e-02, eta: 7 days, 8:06:17, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5680, loss_cls: 3.1666, loss: 3.1666, grad_norm: 2.2766 2020-07-25 21:13:49,529 - mmaction - INFO - Epoch [57][680/3757] lr: 8.865e-02, eta: 7 days, 8:05:54, time: 0.800, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6023, loss_cls: 3.0163, loss: 3.0163, grad_norm: 2.3326 2020-07-25 21:14:05,496 - mmaction - INFO - Epoch [57][700/3757] lr: 8.865e-02, eta: 7 days, 8:05:30, time: 0.798, data_time: 0.001, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5742, loss_cls: 3.1056, loss: 3.1056, grad_norm: 2.3158 2020-07-25 21:14:21,416 - mmaction - INFO - Epoch [57][720/3757] lr: 8.865e-02, eta: 7 days, 8:05:06, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5938, loss_cls: 3.0134, loss: 3.0134, grad_norm: 2.2719 2020-07-25 21:14:37,264 - mmaction - INFO - Epoch [57][740/3757] lr: 8.865e-02, eta: 7 days, 8:04:42, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5781, loss_cls: 3.0740, loss: 3.0740, grad_norm: 2.2866 2020-07-25 21:14:53,100 - mmaction - INFO - Epoch [57][760/3757] lr: 8.865e-02, eta: 7 days, 8:04:18, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5805, loss_cls: 3.0571, loss: 3.0571, grad_norm: 2.2780 2020-07-25 21:15:08,823 - mmaction - INFO - Epoch [57][780/3757] lr: 8.865e-02, eta: 7 days, 8:03:53, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5898, loss_cls: 3.0845, loss: 3.0845, grad_norm: 2.3019 2020-07-25 21:15:24,612 - mmaction - INFO - Epoch [57][800/3757] lr: 8.865e-02, eta: 7 days, 8:03:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5781, loss_cls: 3.0840, loss: 3.0840, grad_norm: 2.2725 2020-07-25 21:15:40,396 - mmaction - INFO - Epoch [57][820/3757] lr: 8.865e-02, eta: 7 days, 8:03:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.6016, loss_cls: 3.0024, loss: 3.0024, grad_norm: 2.2171 2020-07-25 21:15:56,151 - mmaction - INFO - Epoch [57][840/3757] lr: 8.865e-02, eta: 7 days, 8:02:38, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5789, loss_cls: 3.0944, loss: 3.0944, grad_norm: 2.2714 2020-07-25 21:16:12,003 - mmaction - INFO - Epoch [57][860/3757] lr: 8.865e-02, eta: 7 days, 8:02:14, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.6000, loss_cls: 2.9999, loss: 2.9999, grad_norm: 2.2463 2020-07-25 21:16:27,799 - mmaction - INFO - Epoch [57][880/3757] lr: 8.865e-02, eta: 7 days, 8:01:50, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3195, top5_acc: 0.6008, loss_cls: 3.0150, loss: 3.0150, grad_norm: 2.3329 2020-07-25 21:16:43,539 - mmaction - INFO - Epoch [57][900/3757] lr: 8.865e-02, eta: 7 days, 8:01:25, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5617, loss_cls: 3.2216, loss: 3.2216, grad_norm: 2.3266 2020-07-25 21:16:59,366 - mmaction - INFO - Epoch [57][920/3757] lr: 8.865e-02, eta: 7 days, 8:01:00, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5680, loss_cls: 3.1045, loss: 3.1045, grad_norm: 2.2245 2020-07-25 21:17:15,081 - mmaction - INFO - Epoch [57][940/3757] lr: 8.865e-02, eta: 7 days, 8:00:35, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5914, loss_cls: 2.9946, loss: 2.9946, grad_norm: 2.2345 2020-07-25 21:17:30,897 - mmaction - INFO - Epoch [57][960/3757] lr: 8.865e-02, eta: 7 days, 8:00:11, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5805, loss_cls: 3.0286, loss: 3.0286, grad_norm: 2.2662 2020-07-25 21:17:46,736 - mmaction - INFO - Epoch [57][980/3757] lr: 8.865e-02, eta: 7 days, 7:59:46, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.1392, loss: 3.1392, grad_norm: 2.2991 2020-07-25 21:18:02,570 - mmaction - INFO - Epoch [57][1000/3757] lr: 8.865e-02, eta: 7 days, 7:59:22, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5609, loss_cls: 3.1329, loss: 3.1329, grad_norm: 2.3121 2020-07-25 21:18:18,450 - mmaction - INFO - Epoch [57][1020/3757] lr: 8.865e-02, eta: 7 days, 7:58:58, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5813, loss_cls: 3.0578, loss: 3.0578, grad_norm: 2.2591 2020-07-25 21:18:34,252 - mmaction - INFO - Epoch [57][1040/3757] lr: 8.865e-02, eta: 7 days, 7:58:33, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5328, loss_cls: 3.3246, loss: 3.3246, grad_norm: 2.2311 2020-07-25 21:18:50,108 - mmaction - INFO - Epoch [57][1060/3757] lr: 8.865e-02, eta: 7 days, 7:58:09, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6109, loss_cls: 2.9816, loss: 2.9816, grad_norm: 2.2258 2020-07-25 21:19:05,832 - mmaction - INFO - Epoch [57][1080/3757] lr: 8.865e-02, eta: 7 days, 7:57:44, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5695, loss_cls: 3.1685, loss: 3.1685, grad_norm: 2.3020 2020-07-25 21:19:21,614 - mmaction - INFO - Epoch [57][1100/3757] lr: 8.865e-02, eta: 7 days, 7:57:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.1343, loss: 3.1343, grad_norm: 2.3122 2020-07-25 21:19:37,564 - mmaction - INFO - Epoch [57][1120/3757] lr: 8.865e-02, eta: 7 days, 7:56:56, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5742, loss_cls: 3.1088, loss: 3.1088, grad_norm: 2.2523 2020-07-25 21:19:53,341 - mmaction - INFO - Epoch [57][1140/3757] lr: 8.865e-02, eta: 7 days, 7:56:31, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5930, loss_cls: 3.0273, loss: 3.0273, grad_norm: 2.2260 2020-07-25 21:20:09,075 - mmaction - INFO - Epoch [57][1160/3757] lr: 8.865e-02, eta: 7 days, 7:56:06, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5992, loss_cls: 3.0302, loss: 3.0302, grad_norm: 2.3036 2020-07-25 21:20:24,899 - mmaction - INFO - Epoch [57][1180/3757] lr: 8.865e-02, eta: 7 days, 7:55:42, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6180, loss_cls: 2.9078, loss: 2.9078, grad_norm: 2.2742 2020-07-25 21:20:40,691 - mmaction - INFO - Epoch [57][1200/3757] lr: 8.865e-02, eta: 7 days, 7:55:17, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5797, loss_cls: 3.1367, loss: 3.1367, grad_norm: 2.3340 2020-07-25 21:20:56,552 - mmaction - INFO - Epoch [57][1220/3757] lr: 8.865e-02, eta: 7 days, 7:54:53, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.1332, loss: 3.1332, grad_norm: 2.2193 2020-07-25 21:21:12,384 - mmaction - INFO - Epoch [57][1240/3757] lr: 8.865e-02, eta: 7 days, 7:54:29, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5586, loss_cls: 3.1549, loss: 3.1549, grad_norm: 2.2756 2020-07-25 21:21:28,107 - mmaction - INFO - Epoch [57][1260/3757] lr: 8.865e-02, eta: 7 days, 7:54:04, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5758, loss_cls: 3.1078, loss: 3.1078, grad_norm: 2.2951 2020-07-25 21:21:43,869 - mmaction - INFO - Epoch [57][1280/3757] lr: 8.865e-02, eta: 7 days, 7:53:39, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5492, loss_cls: 3.1544, loss: 3.1544, grad_norm: 2.2627 2020-07-25 21:21:59,639 - mmaction - INFO - Epoch [57][1300/3757] lr: 8.865e-02, eta: 7 days, 7:53:14, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5531, loss_cls: 3.1712, loss: 3.1712, grad_norm: 2.2548 2020-07-25 21:22:15,476 - mmaction - INFO - Epoch [57][1320/3757] lr: 8.865e-02, eta: 7 days, 7:52:50, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5773, loss_cls: 3.1105, loss: 3.1105, grad_norm: 2.2803 2020-07-25 21:22:31,134 - mmaction - INFO - Epoch [57][1340/3757] lr: 8.865e-02, eta: 7 days, 7:52:25, time: 0.782, data_time: 0.001, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5867, loss_cls: 3.1031, loss: 3.1031, grad_norm: 2.2548 2020-07-25 21:22:46,942 - mmaction - INFO - Epoch [57][1360/3757] lr: 8.865e-02, eta: 7 days, 7:52:00, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5883, loss_cls: 3.0634, loss: 3.0634, grad_norm: 2.2732 2020-07-25 21:23:02,739 - mmaction - INFO - Epoch [57][1380/3757] lr: 8.865e-02, eta: 7 days, 7:51:36, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5695, loss_cls: 3.1284, loss: 3.1284, grad_norm: 2.3366 2020-07-25 21:23:18,553 - mmaction - INFO - Epoch [57][1400/3757] lr: 8.865e-02, eta: 7 days, 7:51:11, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5664, loss_cls: 3.0988, loss: 3.0988, grad_norm: 2.2482 2020-07-25 21:23:34,332 - mmaction - INFO - Epoch [57][1420/3757] lr: 8.865e-02, eta: 7 days, 7:50:47, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5852, loss_cls: 3.1041, loss: 3.1041, grad_norm: 2.2481 2020-07-25 21:23:50,132 - mmaction - INFO - Epoch [57][1440/3757] lr: 8.865e-02, eta: 7 days, 7:50:22, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5867, loss_cls: 3.0684, loss: 3.0684, grad_norm: 2.2295 2020-07-25 21:24:06,008 - mmaction - INFO - Epoch [57][1460/3757] lr: 8.865e-02, eta: 7 days, 7:49:58, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5945, loss_cls: 3.0540, loss: 3.0540, grad_norm: 2.2576 2020-07-25 21:24:21,842 - mmaction - INFO - Epoch [57][1480/3757] lr: 8.865e-02, eta: 7 days, 7:49:34, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6008, loss_cls: 3.0684, loss: 3.0684, grad_norm: 2.2794 2020-07-25 21:24:37,599 - mmaction - INFO - Epoch [57][1500/3757] lr: 8.865e-02, eta: 7 days, 7:49:09, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5734, loss_cls: 3.0790, loss: 3.0790, grad_norm: 2.2802 2020-07-25 21:24:53,423 - mmaction - INFO - Epoch [57][1520/3757] lr: 8.865e-02, eta: 7 days, 7:48:45, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5750, loss_cls: 3.1138, loss: 3.1138, grad_norm: 2.2866 2020-07-25 21:25:09,347 - mmaction - INFO - Epoch [57][1540/3757] lr: 8.865e-02, eta: 7 days, 7:48:21, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5711, loss_cls: 3.1640, loss: 3.1640, grad_norm: 2.2310 2020-07-25 21:25:25,198 - mmaction - INFO - Epoch [57][1560/3757] lr: 8.865e-02, eta: 7 days, 7:47:57, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5836, loss_cls: 3.0848, loss: 3.0848, grad_norm: 2.2888 2020-07-25 21:25:40,988 - mmaction - INFO - Epoch [57][1580/3757] lr: 8.865e-02, eta: 7 days, 7:47:32, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5570, loss_cls: 3.2621, loss: 3.2621, grad_norm: 2.3121 2020-07-25 21:25:56,760 - mmaction - INFO - Epoch [57][1600/3757] lr: 8.865e-02, eta: 7 days, 7:47:08, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5711, loss_cls: 3.1539, loss: 3.1539, grad_norm: 2.2324 2020-07-25 21:26:12,635 - mmaction - INFO - Epoch [57][1620/3757] lr: 8.865e-02, eta: 7 days, 7:46:44, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5531, loss_cls: 3.1906, loss: 3.1906, grad_norm: 2.2849 2020-07-25 21:26:28,614 - mmaction - INFO - Epoch [57][1640/3757] lr: 8.865e-02, eta: 7 days, 7:46:21, time: 0.799, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5781, loss_cls: 3.1163, loss: 3.1163, grad_norm: 2.2608 2020-07-25 21:26:44,420 - mmaction - INFO - Epoch [57][1660/3757] lr: 8.865e-02, eta: 7 days, 7:45:56, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1444, loss: 3.1444, grad_norm: 2.2298 2020-07-25 21:27:00,345 - mmaction - INFO - Epoch [57][1680/3757] lr: 8.865e-02, eta: 7 days, 7:45:33, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5883, loss_cls: 3.0609, loss: 3.0609, grad_norm: 2.2810 2020-07-25 21:27:16,114 - mmaction - INFO - Epoch [57][1700/3757] lr: 8.865e-02, eta: 7 days, 7:45:08, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6008, loss_cls: 3.0676, loss: 3.0676, grad_norm: 2.2671 2020-07-25 21:27:31,925 - mmaction - INFO - Epoch [57][1720/3757] lr: 8.865e-02, eta: 7 days, 7:44:44, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5648, loss_cls: 3.1765, loss: 3.1765, grad_norm: 2.2163 2020-07-25 21:27:47,752 - mmaction - INFO - Epoch [57][1740/3757] lr: 8.865e-02, eta: 7 days, 7:44:19, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5930, loss_cls: 3.0253, loss: 3.0253, grad_norm: 2.3210 2020-07-25 21:28:03,512 - mmaction - INFO - Epoch [57][1760/3757] lr: 8.865e-02, eta: 7 days, 7:43:55, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5773, loss_cls: 3.1295, loss: 3.1295, grad_norm: 2.3010 2020-07-25 21:28:19,336 - mmaction - INFO - Epoch [57][1780/3757] lr: 8.865e-02, eta: 7 days, 7:43:30, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5797, loss_cls: 3.0930, loss: 3.0930, grad_norm: 2.2639 2020-07-25 21:28:35,212 - mmaction - INFO - Epoch [57][1800/3757] lr: 8.865e-02, eta: 7 days, 7:43:07, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5766, loss_cls: 3.1273, loss: 3.1273, grad_norm: 2.2435 2020-07-25 21:28:50,965 - mmaction - INFO - Epoch [57][1820/3757] lr: 8.865e-02, eta: 7 days, 7:42:42, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5586, loss_cls: 3.1541, loss: 3.1541, grad_norm: 2.2097 2020-07-25 21:29:06,735 - mmaction - INFO - Epoch [57][1840/3757] lr: 8.865e-02, eta: 7 days, 7:42:17, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5883, loss_cls: 3.0631, loss: 3.0631, grad_norm: 2.2424 2020-07-25 21:29:22,510 - mmaction - INFO - Epoch [57][1860/3757] lr: 8.865e-02, eta: 7 days, 7:41:53, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5641, loss_cls: 3.1298, loss: 3.1298, grad_norm: 2.3179 2020-07-25 21:29:38,287 - mmaction - INFO - Epoch [57][1880/3757] lr: 8.865e-02, eta: 7 days, 7:41:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5477, loss_cls: 3.2026, loss: 3.2026, grad_norm: 2.2372 2020-07-25 21:29:54,019 - mmaction - INFO - Epoch [57][1900/3757] lr: 8.865e-02, eta: 7 days, 7:41:03, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5945, loss_cls: 3.0636, loss: 3.0636, grad_norm: 2.2860 2020-07-25 21:30:09,806 - mmaction - INFO - Epoch [57][1920/3757] lr: 8.865e-02, eta: 7 days, 7:40:39, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5750, loss_cls: 3.1180, loss: 3.1180, grad_norm: 2.2253 2020-07-25 21:30:25,602 - mmaction - INFO - Epoch [57][1940/3757] lr: 8.865e-02, eta: 7 days, 7:40:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5633, loss_cls: 3.1756, loss: 3.1756, grad_norm: 2.2784 2020-07-25 21:30:41,417 - mmaction - INFO - Epoch [57][1960/3757] lr: 8.865e-02, eta: 7 days, 7:39:50, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5852, loss_cls: 3.0417, loss: 3.0417, grad_norm: 2.2392 2020-07-25 21:30:57,160 - mmaction - INFO - Epoch [57][1980/3757] lr: 8.865e-02, eta: 7 days, 7:39:25, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5813, loss_cls: 3.0800, loss: 3.0800, grad_norm: 2.2852 2020-07-25 21:31:12,943 - mmaction - INFO - Epoch [57][2000/3757] lr: 8.865e-02, eta: 7 days, 7:39:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5977, loss_cls: 2.9960, loss: 2.9960, grad_norm: 2.1748 2020-07-25 21:31:28,736 - mmaction - INFO - Epoch [57][2020/3757] lr: 8.865e-02, eta: 7 days, 7:38:36, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5953, loss_cls: 3.0535, loss: 3.0535, grad_norm: 2.3202 2020-07-25 21:31:44,527 - mmaction - INFO - Epoch [57][2040/3757] lr: 8.865e-02, eta: 7 days, 7:38:12, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5781, loss_cls: 3.1276, loss: 3.1276, grad_norm: 2.2147 2020-07-25 21:32:00,513 - mmaction - INFO - Epoch [57][2060/3757] lr: 8.865e-02, eta: 7 days, 7:37:49, time: 0.799, data_time: 0.005, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5711, loss_cls: 3.1505, loss: 3.1505, grad_norm: 2.2641 2020-07-25 21:32:16,311 - mmaction - INFO - Epoch [57][2080/3757] lr: 8.865e-02, eta: 7 days, 7:37:24, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5570, loss_cls: 3.1626, loss: 3.1626, grad_norm: 2.2478 2020-07-25 21:32:32,044 - mmaction - INFO - Epoch [57][2100/3757] lr: 8.865e-02, eta: 7 days, 7:36:59, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5773, loss_cls: 3.0800, loss: 3.0800, grad_norm: 2.2468 2020-07-25 21:32:47,810 - mmaction - INFO - Epoch [57][2120/3757] lr: 8.865e-02, eta: 7 days, 7:36:35, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5773, loss_cls: 3.1184, loss: 3.1184, grad_norm: 2.3223 2020-07-25 21:33:03,646 - mmaction - INFO - Epoch [57][2140/3757] lr: 8.865e-02, eta: 7 days, 7:36:11, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5922, loss_cls: 3.0196, loss: 3.0196, grad_norm: 2.2204 2020-07-25 21:33:19,424 - mmaction - INFO - Epoch [57][2160/3757] lr: 8.865e-02, eta: 7 days, 7:35:46, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5867, loss_cls: 3.0841, loss: 3.0841, grad_norm: 2.3542 2020-07-25 21:33:35,231 - mmaction - INFO - Epoch [57][2180/3757] lr: 8.865e-02, eta: 7 days, 7:35:22, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5984, loss_cls: 2.9578, loss: 2.9578, grad_norm: 2.3008 2020-07-25 21:33:51,034 - mmaction - INFO - Epoch [57][2200/3757] lr: 8.865e-02, eta: 7 days, 7:34:57, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5797, loss_cls: 3.1270, loss: 3.1270, grad_norm: 2.2801 2020-07-25 21:34:06,863 - mmaction - INFO - Epoch [57][2220/3757] lr: 8.865e-02, eta: 7 days, 7:34:33, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5687, loss_cls: 3.1538, loss: 3.1538, grad_norm: 2.2875 2020-07-25 21:34:22,647 - mmaction - INFO - Epoch [57][2240/3757] lr: 8.865e-02, eta: 7 days, 7:34:09, time: 0.790, data_time: 0.006, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5586, loss_cls: 3.1696, loss: 3.1696, grad_norm: 2.2344 2020-07-25 21:34:38,461 - mmaction - INFO - Epoch [57][2260/3757] lr: 8.865e-02, eta: 7 days, 7:33:44, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5609, loss_cls: 3.1901, loss: 3.1901, grad_norm: 2.3132 2020-07-25 21:34:54,223 - mmaction - INFO - Epoch [57][2280/3757] lr: 8.865e-02, eta: 7 days, 7:33:20, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5758, loss_cls: 3.1176, loss: 3.1176, grad_norm: 2.2924 2020-07-25 21:35:10,060 - mmaction - INFO - Epoch [57][2300/3757] lr: 8.865e-02, eta: 7 days, 7:32:56, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5609, loss_cls: 3.2022, loss: 3.2022, grad_norm: 2.2858 2020-07-25 21:35:25,809 - mmaction - INFO - Epoch [57][2320/3757] lr: 8.865e-02, eta: 7 days, 7:32:31, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.0598, loss: 3.0598, grad_norm: 2.2810 2020-07-25 21:35:41,701 - mmaction - INFO - Epoch [57][2340/3757] lr: 8.865e-02, eta: 7 days, 7:32:07, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5891, loss_cls: 3.1468, loss: 3.1468, grad_norm: 2.2676 2020-07-25 21:35:57,504 - mmaction - INFO - Epoch [57][2360/3757] lr: 8.865e-02, eta: 7 days, 7:31:43, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5922, loss_cls: 3.0385, loss: 3.0385, grad_norm: 2.2807 2020-07-25 21:36:13,286 - mmaction - INFO - Epoch [57][2380/3757] lr: 8.865e-02, eta: 7 days, 7:31:19, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5938, loss_cls: 3.1311, loss: 3.1311, grad_norm: 2.3803 2020-07-25 21:36:29,214 - mmaction - INFO - Epoch [57][2400/3757] lr: 8.865e-02, eta: 7 days, 7:30:55, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.1679, loss: 3.1679, grad_norm: 2.2795 2020-07-25 21:36:45,109 - mmaction - INFO - Epoch [57][2420/3757] lr: 8.865e-02, eta: 7 days, 7:30:31, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5672, loss_cls: 3.2220, loss: 3.2220, grad_norm: 2.2556 2020-07-25 21:37:00,940 - mmaction - INFO - Epoch [57][2440/3757] lr: 8.865e-02, eta: 7 days, 7:30:07, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5641, loss_cls: 3.1873, loss: 3.1873, grad_norm: 2.2182 2020-07-25 21:37:16,758 - mmaction - INFO - Epoch [57][2460/3757] lr: 8.865e-02, eta: 7 days, 7:29:43, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5711, loss_cls: 3.1402, loss: 3.1402, grad_norm: 2.2918 2020-07-25 21:37:32,571 - mmaction - INFO - Epoch [57][2480/3757] lr: 8.865e-02, eta: 7 days, 7:29:19, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5719, loss_cls: 3.1228, loss: 3.1228, grad_norm: 2.2944 2020-07-25 21:37:48,405 - mmaction - INFO - Epoch [57][2500/3757] lr: 8.865e-02, eta: 7 days, 7:28:55, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5664, loss_cls: 3.1470, loss: 3.1470, grad_norm: 2.2604 2020-07-25 21:38:04,181 - mmaction - INFO - Epoch [57][2520/3757] lr: 8.865e-02, eta: 7 days, 7:28:30, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.0780, loss: 3.0780, grad_norm: 2.3067 2020-07-25 21:38:20,043 - mmaction - INFO - Epoch [57][2540/3757] lr: 8.865e-02, eta: 7 days, 7:28:06, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5953, loss_cls: 3.0426, loss: 3.0426, grad_norm: 2.2857 2020-07-25 21:38:35,918 - mmaction - INFO - Epoch [57][2560/3757] lr: 8.865e-02, eta: 7 days, 7:27:43, time: 0.795, data_time: 0.010, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 3.0330, loss: 3.0330, grad_norm: 2.2144 2020-07-25 21:38:51,656 - mmaction - INFO - Epoch [57][2580/3757] lr: 8.865e-02, eta: 7 days, 7:27:18, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5953, loss_cls: 3.0623, loss: 3.0623, grad_norm: 2.2719 2020-07-25 21:39:07,609 - mmaction - INFO - Epoch [57][2600/3757] lr: 8.865e-02, eta: 7 days, 7:26:55, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5820, loss_cls: 3.0641, loss: 3.0641, grad_norm: 2.2622 2020-07-25 21:39:23,419 - mmaction - INFO - Epoch [57][2620/3757] lr: 8.865e-02, eta: 7 days, 7:26:30, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5930, loss_cls: 3.0009, loss: 3.0009, grad_norm: 2.2214 2020-07-25 21:39:39,251 - mmaction - INFO - Epoch [57][2640/3757] lr: 8.865e-02, eta: 7 days, 7:26:06, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5906, loss_cls: 3.0020, loss: 3.0020, grad_norm: 2.2524 2020-07-25 21:39:55,177 - mmaction - INFO - Epoch [57][2660/3757] lr: 8.865e-02, eta: 7 days, 7:25:43, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5711, loss_cls: 3.1756, loss: 3.1756, grad_norm: 2.3217 2020-07-25 21:40:11,068 - mmaction - INFO - Epoch [57][2680/3757] lr: 8.865e-02, eta: 7 days, 7:25:19, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5617, loss_cls: 3.1787, loss: 3.1787, grad_norm: 2.2399 2020-07-25 21:40:26,941 - mmaction - INFO - Epoch [57][2700/3757] lr: 8.865e-02, eta: 7 days, 7:24:56, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5820, loss_cls: 3.0599, loss: 3.0599, grad_norm: 2.2532 2020-07-25 21:40:42,764 - mmaction - INFO - Epoch [57][2720/3757] lr: 8.865e-02, eta: 7 days, 7:24:31, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5773, loss_cls: 3.1088, loss: 3.1088, grad_norm: 2.2287 2020-07-25 21:40:58,566 - mmaction - INFO - Epoch [57][2740/3757] lr: 8.865e-02, eta: 7 days, 7:24:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5828, loss_cls: 3.0811, loss: 3.0811, grad_norm: 2.3213 2020-07-25 21:41:14,402 - mmaction - INFO - Epoch [57][2760/3757] lr: 8.865e-02, eta: 7 days, 7:23:43, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5797, loss_cls: 3.0807, loss: 3.0807, grad_norm: 2.3267 2020-07-25 21:41:30,144 - mmaction - INFO - Epoch [57][2780/3757] lr: 8.865e-02, eta: 7 days, 7:23:18, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5727, loss_cls: 3.1315, loss: 3.1315, grad_norm: 2.2464 2020-07-25 21:41:45,984 - mmaction - INFO - Epoch [57][2800/3757] lr: 8.865e-02, eta: 7 days, 7:22:54, time: 0.792, data_time: 0.007, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5805, loss_cls: 3.1014, loss: 3.1014, grad_norm: 2.2881 2020-07-25 21:42:01,861 - mmaction - INFO - Epoch [57][2820/3757] lr: 8.865e-02, eta: 7 days, 7:22:31, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5781, loss_cls: 3.1501, loss: 3.1501, grad_norm: 2.3185 2020-07-25 21:42:17,705 - mmaction - INFO - Epoch [57][2840/3757] lr: 8.865e-02, eta: 7 days, 7:22:07, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5664, loss_cls: 3.1852, loss: 3.1852, grad_norm: 2.3383 2020-07-25 21:42:33,524 - mmaction - INFO - Epoch [57][2860/3757] lr: 8.865e-02, eta: 7 days, 7:21:43, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.6156, loss_cls: 3.0368, loss: 3.0368, grad_norm: 2.2882 2020-07-25 21:42:49,432 - mmaction - INFO - Epoch [57][2880/3757] lr: 8.865e-02, eta: 7 days, 7:21:19, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5594, loss_cls: 3.1620, loss: 3.1620, grad_norm: 2.3556 2020-07-25 21:43:05,226 - mmaction - INFO - Epoch [57][2900/3757] lr: 8.865e-02, eta: 7 days, 7:20:55, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5664, loss_cls: 3.1651, loss: 3.1651, grad_norm: 2.2889 2020-07-25 21:43:21,066 - mmaction - INFO - Epoch [57][2920/3757] lr: 8.865e-02, eta: 7 days, 7:20:31, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5852, loss_cls: 3.0716, loss: 3.0716, grad_norm: 2.1974 2020-07-25 21:43:36,984 - mmaction - INFO - Epoch [57][2940/3757] lr: 8.865e-02, eta: 7 days, 7:20:07, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5586, loss_cls: 3.1932, loss: 3.1932, grad_norm: 2.2884 2020-07-25 21:43:52,840 - mmaction - INFO - Epoch [57][2960/3757] lr: 8.865e-02, eta: 7 days, 7:19:43, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5961, loss_cls: 3.0846, loss: 3.0846, grad_norm: 2.2895 2020-07-25 21:44:08,661 - mmaction - INFO - Epoch [57][2980/3757] lr: 8.865e-02, eta: 7 days, 7:19:19, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5680, loss_cls: 3.1267, loss: 3.1267, grad_norm: 2.2592 2020-07-25 21:44:24,433 - mmaction - INFO - Epoch [57][3000/3757] lr: 8.865e-02, eta: 7 days, 7:18:55, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5680, loss_cls: 3.1172, loss: 3.1172, grad_norm: 2.2504 2020-07-25 21:44:40,227 - mmaction - INFO - Epoch [57][3020/3757] lr: 8.865e-02, eta: 7 days, 7:18:31, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5750, loss_cls: 3.0634, loss: 3.0634, grad_norm: 2.2561 2020-07-25 21:44:56,106 - mmaction - INFO - Epoch [57][3040/3757] lr: 8.865e-02, eta: 7 days, 7:18:07, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5789, loss_cls: 3.0949, loss: 3.0949, grad_norm: 2.2740 2020-07-25 21:45:11,878 - mmaction - INFO - Epoch [57][3060/3757] lr: 8.865e-02, eta: 7 days, 7:17:42, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.1135, loss: 3.1135, grad_norm: 2.2972 2020-07-25 21:45:27,702 - mmaction - INFO - Epoch [57][3080/3757] lr: 8.865e-02, eta: 7 days, 7:17:18, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5875, loss_cls: 3.0654, loss: 3.0654, grad_norm: 2.2714 2020-07-25 21:45:43,518 - mmaction - INFO - Epoch [57][3100/3757] lr: 8.865e-02, eta: 7 days, 7:16:54, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5625, loss_cls: 3.1951, loss: 3.1951, grad_norm: 2.2904 2020-07-25 21:45:59,378 - mmaction - INFO - Epoch [57][3120/3757] lr: 8.865e-02, eta: 7 days, 7:16:30, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5586, loss_cls: 3.1834, loss: 3.1834, grad_norm: 2.2096 2020-07-25 21:46:15,093 - mmaction - INFO - Epoch [57][3140/3757] lr: 8.865e-02, eta: 7 days, 7:16:06, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5547, loss_cls: 3.2005, loss: 3.2005, grad_norm: 2.2984 2020-07-25 21:46:30,835 - mmaction - INFO - Epoch [57][3160/3757] lr: 8.865e-02, eta: 7 days, 7:15:41, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5828, loss_cls: 3.1000, loss: 3.1000, grad_norm: 2.2821 2020-07-25 21:46:46,651 - mmaction - INFO - Epoch [57][3180/3757] lr: 8.865e-02, eta: 7 days, 7:15:17, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5719, loss_cls: 3.0605, loss: 3.0605, grad_norm: 2.2724 2020-07-25 21:47:02,471 - mmaction - INFO - Epoch [57][3200/3757] lr: 8.865e-02, eta: 7 days, 7:14:53, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5719, loss_cls: 3.1316, loss: 3.1316, grad_norm: 2.2685 2020-07-25 21:47:18,371 - mmaction - INFO - Epoch [57][3220/3757] lr: 8.865e-02, eta: 7 days, 7:14:29, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5742, loss_cls: 3.1442, loss: 3.1442, grad_norm: 2.2925 2020-07-25 21:47:34,172 - mmaction - INFO - Epoch [57][3240/3757] lr: 8.865e-02, eta: 7 days, 7:14:05, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5891, loss_cls: 3.0635, loss: 3.0635, grad_norm: 2.2642 2020-07-25 21:47:50,107 - mmaction - INFO - Epoch [57][3260/3757] lr: 8.865e-02, eta: 7 days, 7:13:42, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5711, loss_cls: 3.0989, loss: 3.0989, grad_norm: 2.2560 2020-07-25 21:48:06,049 - mmaction - INFO - Epoch [57][3280/3757] lr: 8.865e-02, eta: 7 days, 7:13:19, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5828, loss_cls: 3.0061, loss: 3.0061, grad_norm: 2.2908 2020-07-25 21:48:21,871 - mmaction - INFO - Epoch [57][3300/3757] lr: 8.865e-02, eta: 7 days, 7:12:55, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5602, loss_cls: 3.1384, loss: 3.1384, grad_norm: 2.2504 2020-07-25 21:48:37,720 - mmaction - INFO - Epoch [57][3320/3757] lr: 8.865e-02, eta: 7 days, 7:12:31, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5695, loss_cls: 3.1123, loss: 3.1123, grad_norm: 2.2755 2020-07-25 21:48:53,533 - mmaction - INFO - Epoch [57][3340/3757] lr: 8.865e-02, eta: 7 days, 7:12:07, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5750, loss_cls: 3.1311, loss: 3.1311, grad_norm: 2.2052 2020-07-25 21:49:09,305 - mmaction - INFO - Epoch [57][3360/3757] lr: 8.865e-02, eta: 7 days, 7:11:42, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5945, loss_cls: 3.0910, loss: 3.0910, grad_norm: 2.2206 2020-07-25 21:49:25,224 - mmaction - INFO - Epoch [57][3380/3757] lr: 8.865e-02, eta: 7 days, 7:11:19, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5516, loss_cls: 3.1593, loss: 3.1593, grad_norm: 2.2813 2020-07-25 21:49:41,003 - mmaction - INFO - Epoch [57][3400/3757] lr: 8.865e-02, eta: 7 days, 7:10:55, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5695, loss_cls: 3.1515, loss: 3.1515, grad_norm: 2.2201 2020-07-25 21:49:56,822 - mmaction - INFO - Epoch [57][3420/3757] lr: 8.865e-02, eta: 7 days, 7:10:31, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5773, loss_cls: 3.1188, loss: 3.1188, grad_norm: 2.2779 2020-07-25 21:50:12,716 - mmaction - INFO - Epoch [57][3440/3757] lr: 8.865e-02, eta: 7 days, 7:10:07, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.6016, loss_cls: 3.0269, loss: 3.0269, grad_norm: 2.3251 2020-07-25 21:50:28,652 - mmaction - INFO - Epoch [57][3460/3757] lr: 8.865e-02, eta: 7 days, 7:09:44, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5766, loss_cls: 3.0798, loss: 3.0798, grad_norm: 2.3078 2020-07-25 21:50:44,441 - mmaction - INFO - Epoch [57][3480/3757] lr: 8.865e-02, eta: 7 days, 7:09:20, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5758, loss_cls: 3.1238, loss: 3.1238, grad_norm: 2.2884 2020-07-25 21:51:00,259 - mmaction - INFO - Epoch [57][3500/3757] lr: 8.865e-02, eta: 7 days, 7:08:55, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5844, loss_cls: 3.0755, loss: 3.0755, grad_norm: 2.2679 2020-07-25 21:51:16,132 - mmaction - INFO - Epoch [57][3520/3757] lr: 8.865e-02, eta: 7 days, 7:08:32, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5516, loss_cls: 3.2821, loss: 3.2821, grad_norm: 2.3488 2020-07-25 21:51:31,984 - mmaction - INFO - Epoch [57][3540/3757] lr: 8.865e-02, eta: 7 days, 7:08:08, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5797, loss_cls: 3.0579, loss: 3.0579, grad_norm: 2.3436 2020-07-25 21:51:47,792 - mmaction - INFO - Epoch [57][3560/3757] lr: 8.865e-02, eta: 7 days, 7:07:44, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5852, loss_cls: 3.1433, loss: 3.1433, grad_norm: 2.2828 2020-07-25 21:52:03,756 - mmaction - INFO - Epoch [57][3580/3757] lr: 8.865e-02, eta: 7 days, 7:07:21, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5750, loss_cls: 3.1789, loss: 3.1789, grad_norm: 2.3079 2020-07-25 21:52:19,592 - mmaction - INFO - Epoch [57][3600/3757] lr: 8.865e-02, eta: 7 days, 7:06:57, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5789, loss_cls: 3.1022, loss: 3.1022, grad_norm: 2.2678 2020-07-25 21:52:35,302 - mmaction - INFO - Epoch [57][3620/3757] lr: 8.865e-02, eta: 7 days, 7:06:32, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5680, loss_cls: 3.1866, loss: 3.1866, grad_norm: 2.2135 2020-07-25 21:52:51,095 - mmaction - INFO - Epoch [57][3640/3757] lr: 8.865e-02, eta: 7 days, 7:06:08, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6047, loss_cls: 2.9676, loss: 2.9676, grad_norm: 2.2349 2020-07-25 21:53:06,921 - mmaction - INFO - Epoch [57][3660/3757] lr: 8.865e-02, eta: 7 days, 7:05:44, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5977, loss_cls: 3.0213, loss: 3.0213, grad_norm: 2.3455 2020-07-25 21:53:22,698 - mmaction - INFO - Epoch [57][3680/3757] lr: 8.865e-02, eta: 7 days, 7:05:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5641, loss_cls: 3.1330, loss: 3.1330, grad_norm: 2.3278 2020-07-25 21:53:38,591 - mmaction - INFO - Epoch [57][3700/3757] lr: 8.865e-02, eta: 7 days, 7:04:56, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5883, loss_cls: 3.1242, loss: 3.1242, grad_norm: 2.2299 2020-07-25 21:53:54,274 - mmaction - INFO - Epoch [57][3720/3757] lr: 8.865e-02, eta: 7 days, 7:04:31, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5813, loss_cls: 3.0671, loss: 3.0671, grad_norm: 2.1930 2020-07-25 21:54:09,989 - mmaction - INFO - Epoch [57][3740/3757] lr: 8.865e-02, eta: 7 days, 7:04:07, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5750, loss_cls: 3.0941, loss: 3.0941, grad_norm: 2.2088 2020-07-25 21:57:18,427 - mmaction - INFO - Epoch [58][20/3757] lr: 8.826e-02, eta: 7 days, 7:19:33, time: 8.536, data_time: 7.642, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5602, loss_cls: 3.1632, loss: 3.1632, grad_norm: 2.3296 2020-07-25 21:57:34,177 - mmaction - INFO - Epoch [58][40/3757] lr: 8.826e-02, eta: 7 days, 7:19:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6016, loss_cls: 2.9802, loss: 2.9802, grad_norm: 2.2523 2020-07-25 21:57:50,025 - mmaction - INFO - Epoch [58][60/3757] lr: 8.826e-02, eta: 7 days, 7:18:44, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5719, loss_cls: 3.1293, loss: 3.1293, grad_norm: 2.3112 2020-07-25 21:58:05,824 - mmaction - INFO - Epoch [58][80/3757] lr: 8.826e-02, eta: 7 days, 7:18:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5828, loss_cls: 3.0527, loss: 3.0527, grad_norm: 2.2741 2020-07-25 21:58:21,666 - mmaction - INFO - Epoch [58][100/3757] lr: 8.826e-02, eta: 7 days, 7:17:56, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5656, loss_cls: 3.1663, loss: 3.1663, grad_norm: 2.3161 2020-07-25 21:58:37,477 - mmaction - INFO - Epoch [58][120/3757] lr: 8.826e-02, eta: 7 days, 7:17:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5516, loss_cls: 3.2261, loss: 3.2261, grad_norm: 2.2869 2020-07-25 21:58:53,294 - mmaction - INFO - Epoch [58][140/3757] lr: 8.826e-02, eta: 7 days, 7:17:07, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5797, loss_cls: 3.0318, loss: 3.0318, grad_norm: 2.2298 2020-07-25 21:59:09,208 - mmaction - INFO - Epoch [58][160/3757] lr: 8.826e-02, eta: 7 days, 7:16:44, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5836, loss_cls: 3.0600, loss: 3.0600, grad_norm: 2.3397 2020-07-25 21:59:25,008 - mmaction - INFO - Epoch [58][180/3757] lr: 8.826e-02, eta: 7 days, 7:16:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5758, loss_cls: 3.1796, loss: 3.1796, grad_norm: 2.3510 2020-07-25 21:59:40,787 - mmaction - INFO - Epoch [58][200/3757] lr: 8.826e-02, eta: 7 days, 7:15:55, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5969, loss_cls: 3.0173, loss: 3.0173, grad_norm: 2.2404 2020-07-25 21:59:56,755 - mmaction - INFO - Epoch [58][220/3757] lr: 8.826e-02, eta: 7 days, 7:15:32, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.5930, loss_cls: 3.0241, loss: 3.0241, grad_norm: 2.2732 2020-07-25 22:00:17,842 - mmaction - INFO - Epoch [58][240/3757] lr: 8.826e-02, eta: 7 days, 7:15:43, time: 1.052, data_time: 0.007, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5734, loss_cls: 3.1609, loss: 3.1609, grad_norm: 2.3099 2020-07-25 22:00:33,759 - mmaction - INFO - Epoch [58][260/3757] lr: 8.826e-02, eta: 7 days, 7:15:20, time: 0.799, data_time: 0.006, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6023, loss_cls: 2.9782, loss: 2.9782, grad_norm: 2.2730 2020-07-25 22:00:49,644 - mmaction - INFO - Epoch [58][280/3757] lr: 8.826e-02, eta: 7 days, 7:14:57, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5758, loss_cls: 3.0523, loss: 3.0523, grad_norm: 2.2578 2020-07-25 22:01:05,475 - mmaction - INFO - Epoch [58][300/3757] lr: 8.826e-02, eta: 7 days, 7:14:32, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5867, loss_cls: 3.0439, loss: 3.0439, grad_norm: 2.2519 2020-07-25 22:01:21,234 - mmaction - INFO - Epoch [58][320/3757] lr: 8.826e-02, eta: 7 days, 7:14:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5906, loss_cls: 3.0330, loss: 3.0330, grad_norm: 2.2902 2020-07-25 22:01:37,094 - mmaction - INFO - Epoch [58][340/3757] lr: 8.826e-02, eta: 7 days, 7:13:44, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5734, loss_cls: 3.1507, loss: 3.1507, grad_norm: 2.2896 2020-07-25 22:01:52,876 - mmaction - INFO - Epoch [58][360/3757] lr: 8.826e-02, eta: 7 days, 7:13:20, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5508, loss_cls: 3.1830, loss: 3.1830, grad_norm: 2.3093 2020-07-25 22:02:08,651 - mmaction - INFO - Epoch [58][380/3757] lr: 8.826e-02, eta: 7 days, 7:12:55, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5742, loss_cls: 3.1194, loss: 3.1194, grad_norm: 2.2423 2020-07-25 22:02:24,432 - mmaction - INFO - Epoch [58][400/3757] lr: 8.826e-02, eta: 7 days, 7:12:31, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5680, loss_cls: 3.1096, loss: 3.1096, grad_norm: 2.3017 2020-07-25 22:02:40,250 - mmaction - INFO - Epoch [58][420/3757] lr: 8.826e-02, eta: 7 days, 7:12:07, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5578, loss_cls: 3.1596, loss: 3.1596, grad_norm: 2.2433 2020-07-25 22:02:56,027 - mmaction - INFO - Epoch [58][440/3757] lr: 8.826e-02, eta: 7 days, 7:11:42, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5914, loss_cls: 3.0958, loss: 3.0958, grad_norm: 2.2734 2020-07-25 22:03:11,854 - mmaction - INFO - Epoch [58][460/3757] lr: 8.826e-02, eta: 7 days, 7:11:18, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5875, loss_cls: 3.0460, loss: 3.0460, grad_norm: 2.4105 2020-07-25 22:03:27,625 - mmaction - INFO - Epoch [58][480/3757] lr: 8.826e-02, eta: 7 days, 7:10:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5859, loss_cls: 3.0847, loss: 3.0847, grad_norm: 2.3639 2020-07-25 22:03:43,419 - mmaction - INFO - Epoch [58][500/3757] lr: 8.826e-02, eta: 7 days, 7:10:29, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.1659, loss: 3.1659, grad_norm: 2.2680 2020-07-25 22:03:59,309 - mmaction - INFO - Epoch [58][520/3757] lr: 8.826e-02, eta: 7 days, 7:10:06, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5883, loss_cls: 3.0296, loss: 3.0296, grad_norm: 2.2851 2020-07-25 22:04:15,179 - mmaction - INFO - Epoch [58][540/3757] lr: 8.826e-02, eta: 7 days, 7:09:42, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5813, loss_cls: 3.1156, loss: 3.1156, grad_norm: 2.3202 2020-07-25 22:04:31,015 - mmaction - INFO - Epoch [58][560/3757] lr: 8.826e-02, eta: 7 days, 7:09:18, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.6008, loss_cls: 3.0172, loss: 3.0172, grad_norm: 2.2871 2020-07-25 22:04:46,776 - mmaction - INFO - Epoch [58][580/3757] lr: 8.826e-02, eta: 7 days, 7:08:53, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6102, loss_cls: 2.9612, loss: 2.9612, grad_norm: 2.2928 2020-07-25 22:05:02,642 - mmaction - INFO - Epoch [58][600/3757] lr: 8.826e-02, eta: 7 days, 7:08:30, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5977, loss_cls: 3.0451, loss: 3.0451, grad_norm: 2.3048 2020-07-25 22:05:18,291 - mmaction - INFO - Epoch [58][620/3757] lr: 8.826e-02, eta: 7 days, 7:08:04, time: 0.782, data_time: 0.001, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 3.0566, loss: 3.0566, grad_norm: 2.2966 2020-07-25 22:05:34,096 - mmaction - INFO - Epoch [58][640/3757] lr: 8.826e-02, eta: 7 days, 7:07:40, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5883, loss_cls: 3.0844, loss: 3.0844, grad_norm: 2.2971 2020-07-25 22:05:49,883 - mmaction - INFO - Epoch [58][660/3757] lr: 8.826e-02, eta: 7 days, 7:07:16, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5734, loss_cls: 3.1417, loss: 3.1417, grad_norm: 2.2800 2020-07-25 22:06:05,707 - mmaction - INFO - Epoch [58][680/3757] lr: 8.826e-02, eta: 7 days, 7:06:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5883, loss_cls: 3.0664, loss: 3.0664, grad_norm: 2.3141 2020-07-25 22:06:21,575 - mmaction - INFO - Epoch [58][700/3757] lr: 8.826e-02, eta: 7 days, 7:06:28, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5766, loss_cls: 3.1074, loss: 3.1074, grad_norm: 2.2725 2020-07-25 22:06:37,368 - mmaction - INFO - Epoch [58][720/3757] lr: 8.826e-02, eta: 7 days, 7:06:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5828, loss_cls: 3.0721, loss: 3.0721, grad_norm: 2.2381 2020-07-25 22:06:53,160 - mmaction - INFO - Epoch [58][740/3757] lr: 8.826e-02, eta: 7 days, 7:05:39, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5844, loss_cls: 3.1000, loss: 3.1000, grad_norm: 2.2629 2020-07-25 22:07:08,974 - mmaction - INFO - Epoch [58][760/3757] lr: 8.826e-02, eta: 7 days, 7:05:15, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5891, loss_cls: 3.0751, loss: 3.0751, grad_norm: 2.3019 2020-07-25 22:07:24,752 - mmaction - INFO - Epoch [58][780/3757] lr: 8.826e-02, eta: 7 days, 7:04:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5734, loss_cls: 3.1192, loss: 3.1192, grad_norm: 2.2284 2020-07-25 22:07:40,578 - mmaction - INFO - Epoch [58][800/3757] lr: 8.826e-02, eta: 7 days, 7:04:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5953, loss_cls: 3.0482, loss: 3.0482, grad_norm: 2.2990 2020-07-25 22:07:56,479 - mmaction - INFO - Epoch [58][820/3757] lr: 8.826e-02, eta: 7 days, 7:04:03, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5727, loss_cls: 3.0952, loss: 3.0952, grad_norm: 2.2643 2020-07-25 22:08:12,287 - mmaction - INFO - Epoch [58][840/3757] lr: 8.826e-02, eta: 7 days, 7:03:39, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5672, loss_cls: 3.1469, loss: 3.1469, grad_norm: 2.3067 2020-07-25 22:08:28,024 - mmaction - INFO - Epoch [58][860/3757] lr: 8.826e-02, eta: 7 days, 7:03:14, time: 0.787, data_time: 0.005, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5828, loss_cls: 3.0979, loss: 3.0979, grad_norm: 2.2829 2020-07-25 22:08:43,874 - mmaction - INFO - Epoch [58][880/3757] lr: 8.826e-02, eta: 7 days, 7:02:51, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5695, loss_cls: 3.0954, loss: 3.0954, grad_norm: 2.2956 2020-07-25 22:08:59,638 - mmaction - INFO - Epoch [58][900/3757] lr: 8.826e-02, eta: 7 days, 7:02:26, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5828, loss_cls: 3.0486, loss: 3.0486, grad_norm: 2.1925 2020-07-25 22:09:15,399 - mmaction - INFO - Epoch [58][920/3757] lr: 8.826e-02, eta: 7 days, 7:02:02, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5859, loss_cls: 3.0989, loss: 3.0989, grad_norm: 2.3545 2020-07-25 22:09:31,326 - mmaction - INFO - Epoch [58][940/3757] lr: 8.826e-02, eta: 7 days, 7:01:38, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5656, loss_cls: 3.2034, loss: 3.2034, grad_norm: 2.3390 2020-07-25 22:09:47,117 - mmaction - INFO - Epoch [58][960/3757] lr: 8.826e-02, eta: 7 days, 7:01:14, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5773, loss_cls: 3.0946, loss: 3.0946, grad_norm: 2.2800 2020-07-25 22:10:03,022 - mmaction - INFO - Epoch [58][980/3757] lr: 8.826e-02, eta: 7 days, 7:00:51, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5617, loss_cls: 3.1051, loss: 3.1051, grad_norm: 2.2772 2020-07-25 22:10:18,679 - mmaction - INFO - Epoch [58][1000/3757] lr: 8.826e-02, eta: 7 days, 7:00:26, time: 0.784, data_time: 0.002, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5805, loss_cls: 3.0798, loss: 3.0798, grad_norm: 2.2836 2020-07-25 22:10:34,676 - mmaction - INFO - Epoch [58][1020/3757] lr: 8.826e-02, eta: 7 days, 7:00:03, time: 0.800, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5797, loss_cls: 3.0633, loss: 3.0633, grad_norm: 2.2740 2020-07-25 22:10:50,505 - mmaction - INFO - Epoch [58][1040/3757] lr: 8.826e-02, eta: 7 days, 6:59:39, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5781, loss_cls: 3.1980, loss: 3.1980, grad_norm: 2.3240 2020-07-25 22:11:06,305 - mmaction - INFO - Epoch [58][1060/3757] lr: 8.826e-02, eta: 7 days, 6:59:14, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5898, loss_cls: 3.0127, loss: 3.0127, grad_norm: 2.2288 2020-07-25 22:11:22,072 - mmaction - INFO - Epoch [58][1080/3757] lr: 8.826e-02, eta: 7 days, 6:58:50, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 2.9860, loss: 2.9860, grad_norm: 2.2412 2020-07-25 22:11:37,874 - mmaction - INFO - Epoch [58][1100/3757] lr: 8.826e-02, eta: 7 days, 6:58:26, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5617, loss_cls: 3.1532, loss: 3.1532, grad_norm: 2.2693 2020-07-25 22:11:53,757 - mmaction - INFO - Epoch [58][1120/3757] lr: 8.826e-02, eta: 7 days, 6:58:02, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5922, loss_cls: 3.0256, loss: 3.0256, grad_norm: 2.2513 2020-07-25 22:12:09,613 - mmaction - INFO - Epoch [58][1140/3757] lr: 8.826e-02, eta: 7 days, 6:57:38, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5687, loss_cls: 3.1712, loss: 3.1712, grad_norm: 2.2282 2020-07-25 22:12:25,525 - mmaction - INFO - Epoch [58][1160/3757] lr: 8.826e-02, eta: 7 days, 6:57:15, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5961, loss_cls: 3.0310, loss: 3.0310, grad_norm: 2.2964 2020-07-25 22:12:41,380 - mmaction - INFO - Epoch [58][1180/3757] lr: 8.826e-02, eta: 7 days, 6:56:51, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5656, loss_cls: 3.1367, loss: 3.1367, grad_norm: 2.3540 2020-07-25 22:12:57,113 - mmaction - INFO - Epoch [58][1200/3757] lr: 8.826e-02, eta: 7 days, 6:56:27, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5641, loss_cls: 3.1803, loss: 3.1803, grad_norm: 2.2549 2020-07-25 22:13:12,928 - mmaction - INFO - Epoch [58][1220/3757] lr: 8.826e-02, eta: 7 days, 6:56:03, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5938, loss_cls: 3.0687, loss: 3.0687, grad_norm: 2.2686 2020-07-25 22:13:28,768 - mmaction - INFO - Epoch [58][1240/3757] lr: 8.826e-02, eta: 7 days, 6:55:39, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5883, loss_cls: 3.0371, loss: 3.0371, grad_norm: 2.2389 2020-07-25 22:13:44,540 - mmaction - INFO - Epoch [58][1260/3757] lr: 8.826e-02, eta: 7 days, 6:55:14, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5914, loss_cls: 3.0519, loss: 3.0519, grad_norm: 2.2771 2020-07-25 22:14:00,401 - mmaction - INFO - Epoch [58][1280/3757] lr: 8.826e-02, eta: 7 days, 6:54:51, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5680, loss_cls: 3.1555, loss: 3.1555, grad_norm: 2.2739 2020-07-25 22:14:16,211 - mmaction - INFO - Epoch [58][1300/3757] lr: 8.826e-02, eta: 7 days, 6:54:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5844, loss_cls: 3.0381, loss: 3.0381, grad_norm: 2.2404 2020-07-25 22:14:32,174 - mmaction - INFO - Epoch [58][1320/3757] lr: 8.826e-02, eta: 7 days, 6:54:04, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5563, loss_cls: 3.2114, loss: 3.2114, grad_norm: 2.3038 2020-07-25 22:14:47,996 - mmaction - INFO - Epoch [58][1340/3757] lr: 8.826e-02, eta: 7 days, 6:53:40, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5750, loss_cls: 3.0694, loss: 3.0694, grad_norm: 2.2022 2020-07-25 22:15:03,882 - mmaction - INFO - Epoch [58][1360/3757] lr: 8.826e-02, eta: 7 days, 6:53:16, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5805, loss_cls: 3.0952, loss: 3.0952, grad_norm: 2.3003 2020-07-25 22:15:19,596 - mmaction - INFO - Epoch [58][1380/3757] lr: 8.826e-02, eta: 7 days, 6:52:51, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5656, loss_cls: 3.1577, loss: 3.1577, grad_norm: 2.2815 2020-07-25 22:15:35,427 - mmaction - INFO - Epoch [58][1400/3757] lr: 8.826e-02, eta: 7 days, 6:52:27, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5563, loss_cls: 3.1877, loss: 3.1877, grad_norm: 2.3517 2020-07-25 22:15:51,253 - mmaction - INFO - Epoch [58][1420/3757] lr: 8.826e-02, eta: 7 days, 6:52:03, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5813, loss_cls: 3.1015, loss: 3.1015, grad_norm: 2.2412 2020-07-25 22:16:07,083 - mmaction - INFO - Epoch [58][1440/3757] lr: 8.826e-02, eta: 7 days, 6:51:40, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5648, loss_cls: 3.1788, loss: 3.1788, grad_norm: 2.2712 2020-07-25 22:16:22,880 - mmaction - INFO - Epoch [58][1460/3757] lr: 8.826e-02, eta: 7 days, 6:51:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5883, loss_cls: 2.9958, loss: 2.9958, grad_norm: 2.2290 2020-07-25 22:16:38,674 - mmaction - INFO - Epoch [58][1480/3757] lr: 8.826e-02, eta: 7 days, 6:50:51, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5625, loss_cls: 3.0938, loss: 3.0938, grad_norm: 2.3378 2020-07-25 22:16:54,500 - mmaction - INFO - Epoch [58][1500/3757] lr: 8.826e-02, eta: 7 days, 6:50:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5625, loss_cls: 3.1665, loss: 3.1665, grad_norm: 2.2974 2020-07-25 22:17:10,192 - mmaction - INFO - Epoch [58][1520/3757] lr: 8.826e-02, eta: 7 days, 6:50:02, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5719, loss_cls: 3.2249, loss: 3.2249, grad_norm: 2.3053 2020-07-25 22:17:26,036 - mmaction - INFO - Epoch [58][1540/3757] lr: 8.826e-02, eta: 7 days, 6:49:39, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 3.1127, loss: 3.1127, grad_norm: 2.3333 2020-07-25 22:17:41,830 - mmaction - INFO - Epoch [58][1560/3757] lr: 8.826e-02, eta: 7 days, 6:49:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5602, loss_cls: 3.1914, loss: 3.1914, grad_norm: 2.2590 2020-07-25 22:17:57,628 - mmaction - INFO - Epoch [58][1580/3757] lr: 8.826e-02, eta: 7 days, 6:48:50, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5898, loss_cls: 3.0714, loss: 3.0714, grad_norm: 2.2894 2020-07-25 22:18:13,408 - mmaction - INFO - Epoch [58][1600/3757] lr: 8.826e-02, eta: 7 days, 6:48:26, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5563, loss_cls: 3.1536, loss: 3.1536, grad_norm: 2.3010 2020-07-25 22:18:29,321 - mmaction - INFO - Epoch [58][1620/3757] lr: 8.826e-02, eta: 7 days, 6:48:03, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5656, loss_cls: 3.1604, loss: 3.1604, grad_norm: 2.2060 2020-07-25 22:18:45,208 - mmaction - INFO - Epoch [58][1640/3757] lr: 8.826e-02, eta: 7 days, 6:47:39, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5797, loss_cls: 3.1301, loss: 3.1301, grad_norm: 2.2480 2020-07-25 22:19:01,163 - mmaction - INFO - Epoch [58][1660/3757] lr: 8.826e-02, eta: 7 days, 6:47:16, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.5844, loss_cls: 3.0539, loss: 3.0539, grad_norm: 2.2613 2020-07-25 22:19:16,925 - mmaction - INFO - Epoch [58][1680/3757] lr: 8.826e-02, eta: 7 days, 6:46:52, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5875, loss_cls: 3.0280, loss: 3.0280, grad_norm: 2.3274 2020-07-25 22:19:32,710 - mmaction - INFO - Epoch [58][1700/3757] lr: 8.826e-02, eta: 7 days, 6:46:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5719, loss_cls: 3.1499, loss: 3.1499, grad_norm: 2.2838 2020-07-25 22:19:48,517 - mmaction - INFO - Epoch [58][1720/3757] lr: 8.826e-02, eta: 7 days, 6:46:04, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5539, loss_cls: 3.1280, loss: 3.1280, grad_norm: 2.2202 2020-07-25 22:20:04,397 - mmaction - INFO - Epoch [58][1740/3757] lr: 8.826e-02, eta: 7 days, 6:45:40, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5914, loss_cls: 3.0965, loss: 3.0965, grad_norm: 2.2444 2020-07-25 22:20:20,115 - mmaction - INFO - Epoch [58][1760/3757] lr: 8.826e-02, eta: 7 days, 6:45:16, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5891, loss_cls: 3.1041, loss: 3.1041, grad_norm: 2.2996 2020-07-25 22:20:36,113 - mmaction - INFO - Epoch [58][1780/3757] lr: 8.826e-02, eta: 7 days, 6:44:53, time: 0.800, data_time: 0.010, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5703, loss_cls: 3.1455, loss: 3.1455, grad_norm: 2.2534 2020-07-25 22:20:51,899 - mmaction - INFO - Epoch [58][1800/3757] lr: 8.826e-02, eta: 7 days, 6:44:29, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5938, loss_cls: 3.0795, loss: 3.0795, grad_norm: 2.2515 2020-07-25 22:21:07,757 - mmaction - INFO - Epoch [58][1820/3757] lr: 8.826e-02, eta: 7 days, 6:44:05, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6086, loss_cls: 2.9768, loss: 2.9768, grad_norm: 2.3605 2020-07-25 22:21:23,591 - mmaction - INFO - Epoch [58][1840/3757] lr: 8.826e-02, eta: 7 days, 6:43:41, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5805, loss_cls: 3.1329, loss: 3.1329, grad_norm: 2.3211 2020-07-25 22:21:39,439 - mmaction - INFO - Epoch [58][1860/3757] lr: 8.826e-02, eta: 7 days, 6:43:17, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5781, loss_cls: 3.1041, loss: 3.1041, grad_norm: 2.3271 2020-07-25 22:21:55,177 - mmaction - INFO - Epoch [58][1880/3757] lr: 8.826e-02, eta: 7 days, 6:42:53, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5805, loss_cls: 3.0687, loss: 3.0687, grad_norm: 2.2620 2020-07-25 22:22:11,039 - mmaction - INFO - Epoch [58][1900/3757] lr: 8.826e-02, eta: 7 days, 6:42:29, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5750, loss_cls: 3.1687, loss: 3.1687, grad_norm: 2.2923 2020-07-25 22:22:26,883 - mmaction - INFO - Epoch [58][1920/3757] lr: 8.826e-02, eta: 7 days, 6:42:05, time: 0.794, data_time: 0.006, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5977, loss_cls: 3.0215, loss: 3.0215, grad_norm: 2.3065 2020-07-25 22:22:42,676 - mmaction - INFO - Epoch [58][1940/3757] lr: 8.826e-02, eta: 7 days, 6:41:41, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5977, loss_cls: 3.0703, loss: 3.0703, grad_norm: 2.3335 2020-07-25 22:22:58,537 - mmaction - INFO - Epoch [58][1960/3757] lr: 8.826e-02, eta: 7 days, 6:41:18, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5703, loss_cls: 3.1462, loss: 3.1462, grad_norm: 2.3100 2020-07-25 22:23:14,378 - mmaction - INFO - Epoch [58][1980/3757] lr: 8.826e-02, eta: 7 days, 6:40:54, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5844, loss_cls: 3.0673, loss: 3.0673, grad_norm: 2.3016 2020-07-25 22:23:30,288 - mmaction - INFO - Epoch [58][2000/3757] lr: 8.826e-02, eta: 7 days, 6:40:31, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5797, loss_cls: 3.0455, loss: 3.0455, grad_norm: 2.2811 2020-07-25 22:23:46,043 - mmaction - INFO - Epoch [58][2020/3757] lr: 8.826e-02, eta: 7 days, 6:40:06, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5867, loss_cls: 3.0843, loss: 3.0843, grad_norm: 2.2530 2020-07-25 22:24:01,844 - mmaction - INFO - Epoch [58][2040/3757] lr: 8.826e-02, eta: 7 days, 6:39:42, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.5914, loss_cls: 3.0218, loss: 3.0218, grad_norm: 2.2717 2020-07-25 22:24:17,617 - mmaction - INFO - Epoch [58][2060/3757] lr: 8.826e-02, eta: 7 days, 6:39:18, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2969, top5_acc: 0.5672, loss_cls: 3.1798, loss: 3.1798, grad_norm: 2.3542 2020-07-25 22:24:33,393 - mmaction - INFO - Epoch [58][2080/3757] lr: 8.826e-02, eta: 7 days, 6:38:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5523, loss_cls: 3.1418, loss: 3.1418, grad_norm: 2.3254 2020-07-25 22:24:49,274 - mmaction - INFO - Epoch [58][2100/3757] lr: 8.826e-02, eta: 7 days, 6:38:31, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5625, loss_cls: 3.1460, loss: 3.1460, grad_norm: 2.2228 2020-07-25 22:25:05,233 - mmaction - INFO - Epoch [58][2120/3757] lr: 8.826e-02, eta: 7 days, 6:38:08, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5687, loss_cls: 3.1354, loss: 3.1354, grad_norm: 2.2686 2020-07-25 22:25:20,959 - mmaction - INFO - Epoch [58][2140/3757] lr: 8.826e-02, eta: 7 days, 6:37:43, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5797, loss_cls: 3.0261, loss: 3.0261, grad_norm: 2.2272 2020-07-25 22:25:36,740 - mmaction - INFO - Epoch [58][2160/3757] lr: 8.826e-02, eta: 7 days, 6:37:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5797, loss_cls: 3.0052, loss: 3.0052, grad_norm: 2.2284 2020-07-25 22:25:52,526 - mmaction - INFO - Epoch [58][2180/3757] lr: 8.826e-02, eta: 7 days, 6:36:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5914, loss_cls: 3.0026, loss: 3.0026, grad_norm: 2.3084 2020-07-25 22:26:08,302 - mmaction - INFO - Epoch [58][2200/3757] lr: 8.826e-02, eta: 7 days, 6:36:31, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5891, loss_cls: 3.0141, loss: 3.0141, grad_norm: 2.2663 2020-07-25 22:26:24,131 - mmaction - INFO - Epoch [58][2220/3757] lr: 8.826e-02, eta: 7 days, 6:36:07, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5898, loss_cls: 3.0551, loss: 3.0551, grad_norm: 2.3096 2020-07-25 22:26:39,902 - mmaction - INFO - Epoch [58][2240/3757] lr: 8.826e-02, eta: 7 days, 6:35:43, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5953, loss_cls: 3.0729, loss: 3.0729, grad_norm: 2.2957 2020-07-25 22:26:55,726 - mmaction - INFO - Epoch [58][2260/3757] lr: 8.826e-02, eta: 7 days, 6:35:19, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2883, top5_acc: 0.5602, loss_cls: 3.2121, loss: 3.2121, grad_norm: 2.3365 2020-07-25 22:27:11,375 - mmaction - INFO - Epoch [58][2280/3757] lr: 8.826e-02, eta: 7 days, 6:34:54, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6125, loss_cls: 3.0496, loss: 3.0496, grad_norm: 2.2814 2020-07-25 22:27:27,112 - mmaction - INFO - Epoch [58][2300/3757] lr: 8.826e-02, eta: 7 days, 6:34:29, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5641, loss_cls: 3.1947, loss: 3.1947, grad_norm: 2.3449 2020-07-25 22:27:43,071 - mmaction - INFO - Epoch [58][2320/3757] lr: 8.826e-02, eta: 7 days, 6:34:06, time: 0.796, data_time: 0.007, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5859, loss_cls: 3.0650, loss: 3.0650, grad_norm: 2.2951 2020-07-25 22:27:58,994 - mmaction - INFO - Epoch [58][2340/3757] lr: 8.826e-02, eta: 7 days, 6:33:43, time: 0.798, data_time: 0.005, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5906, loss_cls: 3.0293, loss: 3.0293, grad_norm: 2.3362 2020-07-25 22:28:14,819 - mmaction - INFO - Epoch [58][2360/3757] lr: 8.826e-02, eta: 7 days, 6:33:19, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5648, loss_cls: 3.1981, loss: 3.1981, grad_norm: 2.2680 2020-07-25 22:28:30,528 - mmaction - INFO - Epoch [58][2380/3757] lr: 8.826e-02, eta: 7 days, 6:32:55, time: 0.787, data_time: 0.005, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5781, loss_cls: 3.1620, loss: 3.1620, grad_norm: 2.2828 2020-07-25 22:28:46,340 - mmaction - INFO - Epoch [58][2400/3757] lr: 8.826e-02, eta: 7 days, 6:32:31, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5883, loss_cls: 3.0523, loss: 3.0523, grad_norm: 2.2773 2020-07-25 22:29:02,153 - mmaction - INFO - Epoch [58][2420/3757] lr: 8.826e-02, eta: 7 days, 6:32:07, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5750, loss_cls: 3.1023, loss: 3.1023, grad_norm: 2.2466 2020-07-25 22:29:17,911 - mmaction - INFO - Epoch [58][2440/3757] lr: 8.826e-02, eta: 7 days, 6:31:43, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6000, loss_cls: 3.0101, loss: 3.0101, grad_norm: 2.3046 2020-07-25 22:29:33,744 - mmaction - INFO - Epoch [58][2460/3757] lr: 8.826e-02, eta: 7 days, 6:31:19, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5859, loss_cls: 3.0323, loss: 3.0323, grad_norm: 2.2880 2020-07-25 22:29:49,602 - mmaction - INFO - Epoch [58][2480/3757] lr: 8.826e-02, eta: 7 days, 6:30:55, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6055, loss_cls: 2.9785, loss: 2.9785, grad_norm: 2.2596 2020-07-25 22:30:05,425 - mmaction - INFO - Epoch [58][2500/3757] lr: 8.826e-02, eta: 7 days, 6:30:32, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5578, loss_cls: 3.1676, loss: 3.1676, grad_norm: 2.2996 2020-07-25 22:30:21,136 - mmaction - INFO - Epoch [58][2520/3757] lr: 8.826e-02, eta: 7 days, 6:30:07, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5867, loss_cls: 3.0979, loss: 3.0979, grad_norm: 2.3120 2020-07-25 22:30:36,884 - mmaction - INFO - Epoch [58][2540/3757] lr: 8.826e-02, eta: 7 days, 6:29:43, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5891, loss_cls: 3.0270, loss: 3.0270, grad_norm: 2.2651 2020-07-25 22:30:52,721 - mmaction - INFO - Epoch [58][2560/3757] lr: 8.826e-02, eta: 7 days, 6:29:19, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5648, loss_cls: 3.1379, loss: 3.1379, grad_norm: 2.2602 2020-07-25 22:31:08,496 - mmaction - INFO - Epoch [58][2580/3757] lr: 8.826e-02, eta: 7 days, 6:28:55, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5586, loss_cls: 3.2112, loss: 3.2112, grad_norm: 2.3021 2020-07-25 22:31:24,424 - mmaction - INFO - Epoch [58][2600/3757] lr: 8.826e-02, eta: 7 days, 6:28:32, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5719, loss_cls: 3.0562, loss: 3.0562, grad_norm: 2.2667 2020-07-25 22:31:40,395 - mmaction - INFO - Epoch [58][2620/3757] lr: 8.826e-02, eta: 7 days, 6:28:09, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5891, loss_cls: 3.0442, loss: 3.0442, grad_norm: 2.2627 2020-07-25 22:31:56,337 - mmaction - INFO - Epoch [58][2640/3757] lr: 8.826e-02, eta: 7 days, 6:27:46, time: 0.800, data_time: 0.005, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5766, loss_cls: 3.0661, loss: 3.0661, grad_norm: 2.2249 2020-07-25 22:32:12,218 - mmaction - INFO - Epoch [58][2660/3757] lr: 8.826e-02, eta: 7 days, 6:27:23, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5703, loss_cls: 3.1345, loss: 3.1345, grad_norm: 2.3163 2020-07-25 22:32:28,008 - mmaction - INFO - Epoch [58][2680/3757] lr: 8.826e-02, eta: 7 days, 6:26:59, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5781, loss_cls: 3.1229, loss: 3.1229, grad_norm: 2.2632 2020-07-25 22:32:43,810 - mmaction - INFO - Epoch [58][2700/3757] lr: 8.826e-02, eta: 7 days, 6:26:35, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5898, loss_cls: 3.0510, loss: 3.0510, grad_norm: 2.2961 2020-07-25 22:32:59,647 - mmaction - INFO - Epoch [58][2720/3757] lr: 8.826e-02, eta: 7 days, 6:26:11, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5586, loss_cls: 3.2260, loss: 3.2260, grad_norm: 2.2908 2020-07-25 22:33:15,375 - mmaction - INFO - Epoch [58][2740/3757] lr: 8.826e-02, eta: 7 days, 6:25:47, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5695, loss_cls: 3.1038, loss: 3.1038, grad_norm: 2.2775 2020-07-25 22:33:31,219 - mmaction - INFO - Epoch [58][2760/3757] lr: 8.826e-02, eta: 7 days, 6:25:23, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5789, loss_cls: 3.0843, loss: 3.0843, grad_norm: 2.3284 2020-07-25 22:33:46,956 - mmaction - INFO - Epoch [58][2780/3757] lr: 8.826e-02, eta: 7 days, 6:24:59, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5750, loss_cls: 3.1272, loss: 3.1272, grad_norm: 2.2911 2020-07-25 22:34:02,704 - mmaction - INFO - Epoch [58][2800/3757] lr: 8.826e-02, eta: 7 days, 6:24:34, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5703, loss_cls: 3.1344, loss: 3.1344, grad_norm: 2.2324 2020-07-25 22:34:18,545 - mmaction - INFO - Epoch [58][2820/3757] lr: 8.826e-02, eta: 7 days, 6:24:11, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5734, loss_cls: 3.1603, loss: 3.1603, grad_norm: 2.2652 2020-07-25 22:34:34,281 - mmaction - INFO - Epoch [58][2840/3757] lr: 8.826e-02, eta: 7 days, 6:23:46, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 3.0747, loss: 3.0747, grad_norm: 2.2740 2020-07-25 22:34:50,149 - mmaction - INFO - Epoch [58][2860/3757] lr: 8.826e-02, eta: 7 days, 6:23:23, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5672, loss_cls: 3.1236, loss: 3.1236, grad_norm: 2.2980 2020-07-25 22:35:06,046 - mmaction - INFO - Epoch [58][2880/3757] lr: 8.826e-02, eta: 7 days, 6:23:00, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5859, loss_cls: 3.0287, loss: 3.0287, grad_norm: 2.2972 2020-07-25 22:35:21,913 - mmaction - INFO - Epoch [58][2900/3757] lr: 8.826e-02, eta: 7 days, 6:22:36, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5633, loss_cls: 3.2093, loss: 3.2093, grad_norm: 2.3161 2020-07-25 22:35:37,695 - mmaction - INFO - Epoch [58][2920/3757] lr: 8.826e-02, eta: 7 days, 6:22:12, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5648, loss_cls: 3.1146, loss: 3.1146, grad_norm: 2.3108 2020-07-25 22:35:53,573 - mmaction - INFO - Epoch [58][2940/3757] lr: 8.826e-02, eta: 7 days, 6:21:49, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5781, loss_cls: 3.1602, loss: 3.1602, grad_norm: 2.2813 2020-07-25 22:36:09,437 - mmaction - INFO - Epoch [58][2960/3757] lr: 8.826e-02, eta: 7 days, 6:21:25, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5859, loss_cls: 3.0747, loss: 3.0747, grad_norm: 2.2701 2020-07-25 22:36:25,243 - mmaction - INFO - Epoch [58][2980/3757] lr: 8.826e-02, eta: 7 days, 6:21:01, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5602, loss_cls: 3.2035, loss: 3.2035, grad_norm: 2.3170 2020-07-25 22:36:41,077 - mmaction - INFO - Epoch [58][3000/3757] lr: 8.826e-02, eta: 7 days, 6:20:38, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5758, loss_cls: 3.1568, loss: 3.1568, grad_norm: 2.2672 2020-07-25 22:36:57,012 - mmaction - INFO - Epoch [58][3020/3757] lr: 8.826e-02, eta: 7 days, 6:20:15, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5789, loss_cls: 3.1327, loss: 3.1327, grad_norm: 2.2481 2020-07-25 22:37:12,711 - mmaction - INFO - Epoch [58][3040/3757] lr: 8.826e-02, eta: 7 days, 6:19:50, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5727, loss_cls: 3.1096, loss: 3.1096, grad_norm: 2.2887 2020-07-25 22:37:28,392 - mmaction - INFO - Epoch [58][3060/3757] lr: 8.826e-02, eta: 7 days, 6:19:26, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5789, loss_cls: 3.1988, loss: 3.1988, grad_norm: 2.2517 2020-07-25 22:37:44,154 - mmaction - INFO - Epoch [58][3080/3757] lr: 8.826e-02, eta: 7 days, 6:19:01, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5625, loss_cls: 3.1453, loss: 3.1453, grad_norm: 2.1992 2020-07-25 22:38:00,011 - mmaction - INFO - Epoch [58][3100/3757] lr: 8.826e-02, eta: 7 days, 6:18:38, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5969, loss_cls: 3.0121, loss: 3.0121, grad_norm: 2.3074 2020-07-25 22:38:15,843 - mmaction - INFO - Epoch [58][3120/3757] lr: 8.826e-02, eta: 7 days, 6:18:14, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3812, top5_acc: 0.6023, loss_cls: 2.8975, loss: 2.8975, grad_norm: 2.2789 2020-07-25 22:38:31,656 - mmaction - INFO - Epoch [58][3140/3757] lr: 8.826e-02, eta: 7 days, 6:17:51, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5789, loss_cls: 3.0118, loss: 3.0118, grad_norm: 2.3074 2020-07-25 22:38:47,408 - mmaction - INFO - Epoch [58][3160/3757] lr: 8.826e-02, eta: 7 days, 6:17:26, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5609, loss_cls: 3.1536, loss: 3.1536, grad_norm: 2.3209 2020-07-25 22:39:03,241 - mmaction - INFO - Epoch [58][3180/3757] lr: 8.826e-02, eta: 7 days, 6:17:03, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.1320, loss: 3.1320, grad_norm: 2.2868 2020-07-25 22:39:19,033 - mmaction - INFO - Epoch [58][3200/3757] lr: 8.826e-02, eta: 7 days, 6:16:39, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5781, loss_cls: 3.1677, loss: 3.1677, grad_norm: 2.2672 2020-07-25 22:39:34,919 - mmaction - INFO - Epoch [58][3220/3757] lr: 8.826e-02, eta: 7 days, 6:16:15, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5867, loss_cls: 3.0705, loss: 3.0705, grad_norm: 2.2590 2020-07-25 22:39:50,676 - mmaction - INFO - Epoch [58][3240/3757] lr: 8.826e-02, eta: 7 days, 6:15:51, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5633, loss_cls: 3.1942, loss: 3.1942, grad_norm: 2.3204 2020-07-25 22:40:06,577 - mmaction - INFO - Epoch [58][3260/3757] lr: 8.826e-02, eta: 7 days, 6:15:28, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5852, loss_cls: 3.0393, loss: 3.0393, grad_norm: 2.2658 2020-07-25 22:40:22,274 - mmaction - INFO - Epoch [58][3280/3757] lr: 8.826e-02, eta: 7 days, 6:15:04, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5664, loss_cls: 3.1529, loss: 3.1529, grad_norm: 2.2760 2020-07-25 22:40:38,037 - mmaction - INFO - Epoch [58][3300/3757] lr: 8.826e-02, eta: 7 days, 6:14:39, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5836, loss_cls: 3.0643, loss: 3.0643, grad_norm: 2.3455 2020-07-25 22:40:53,880 - mmaction - INFO - Epoch [58][3320/3757] lr: 8.826e-02, eta: 7 days, 6:14:16, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5766, loss_cls: 3.0462, loss: 3.0462, grad_norm: 2.2885 2020-07-25 22:41:09,704 - mmaction - INFO - Epoch [58][3340/3757] lr: 8.826e-02, eta: 7 days, 6:13:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5742, loss_cls: 3.1017, loss: 3.1017, grad_norm: 2.2732 2020-07-25 22:41:25,601 - mmaction - INFO - Epoch [58][3360/3757] lr: 8.826e-02, eta: 7 days, 6:13:29, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5969, loss_cls: 3.0253, loss: 3.0253, grad_norm: 2.2870 2020-07-25 22:41:41,573 - mmaction - INFO - Epoch [58][3380/3757] lr: 8.826e-02, eta: 7 days, 6:13:06, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5789, loss_cls: 3.0816, loss: 3.0816, grad_norm: 2.2324 2020-07-25 22:41:57,282 - mmaction - INFO - Epoch [58][3400/3757] lr: 8.826e-02, eta: 7 days, 6:12:42, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5680, loss_cls: 3.1639, loss: 3.1639, grad_norm: 2.2941 2020-07-25 22:42:13,016 - mmaction - INFO - Epoch [58][3420/3757] lr: 8.826e-02, eta: 7 days, 6:12:18, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5500, loss_cls: 3.1618, loss: 3.1618, grad_norm: 2.2631 2020-07-25 22:42:28,935 - mmaction - INFO - Epoch [58][3440/3757] lr: 8.826e-02, eta: 7 days, 6:11:55, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5703, loss_cls: 3.1176, loss: 3.1176, grad_norm: 2.2629 2020-07-25 22:42:44,815 - mmaction - INFO - Epoch [58][3460/3757] lr: 8.826e-02, eta: 7 days, 6:11:31, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5617, loss_cls: 3.1289, loss: 3.1289, grad_norm: 2.2599 2020-07-25 22:43:00,703 - mmaction - INFO - Epoch [58][3480/3757] lr: 8.826e-02, eta: 7 days, 6:11:08, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5805, loss_cls: 3.0713, loss: 3.0713, grad_norm: 2.2569 2020-07-25 22:43:16,457 - mmaction - INFO - Epoch [58][3500/3757] lr: 8.826e-02, eta: 7 days, 6:10:44, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5945, loss_cls: 3.0545, loss: 3.0545, grad_norm: 2.2556 2020-07-25 22:43:32,339 - mmaction - INFO - Epoch [58][3520/3757] lr: 8.826e-02, eta: 7 days, 6:10:21, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5820, loss_cls: 3.0328, loss: 3.0328, grad_norm: 2.3166 2020-07-25 22:43:48,307 - mmaction - INFO - Epoch [58][3540/3757] lr: 8.826e-02, eta: 7 days, 6:09:58, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5766, loss_cls: 3.0730, loss: 3.0730, grad_norm: 2.2339 2020-07-25 22:44:04,168 - mmaction - INFO - Epoch [58][3560/3757] lr: 8.826e-02, eta: 7 days, 6:09:34, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.5984, loss_cls: 3.0091, loss: 3.0091, grad_norm: 2.2544 2020-07-25 22:44:19,995 - mmaction - INFO - Epoch [58][3580/3757] lr: 8.826e-02, eta: 7 days, 6:09:11, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5625, loss_cls: 3.2158, loss: 3.2158, grad_norm: 2.2318 2020-07-25 22:44:35,817 - mmaction - INFO - Epoch [58][3600/3757] lr: 8.826e-02, eta: 7 days, 6:08:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5719, loss_cls: 3.1693, loss: 3.1693, grad_norm: 2.2276 2020-07-25 22:44:51,699 - mmaction - INFO - Epoch [58][3620/3757] lr: 8.826e-02, eta: 7 days, 6:08:24, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5672, loss_cls: 3.0919, loss: 3.0919, grad_norm: 2.3278 2020-07-25 22:45:07,493 - mmaction - INFO - Epoch [58][3640/3757] lr: 8.826e-02, eta: 7 days, 6:08:00, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5883, loss_cls: 3.0230, loss: 3.0230, grad_norm: 2.3179 2020-07-25 22:45:23,262 - mmaction - INFO - Epoch [58][3660/3757] lr: 8.826e-02, eta: 7 days, 6:07:36, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5750, loss_cls: 3.1382, loss: 3.1382, grad_norm: 2.3842 2020-07-25 22:45:39,126 - mmaction - INFO - Epoch [58][3680/3757] lr: 8.826e-02, eta: 7 days, 6:07:13, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5617, loss_cls: 3.1645, loss: 3.1645, grad_norm: 2.2771 2020-07-25 22:45:54,963 - mmaction - INFO - Epoch [58][3700/3757] lr: 8.826e-02, eta: 7 days, 6:06:49, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5852, loss_cls: 3.0293, loss: 3.0293, grad_norm: 2.2533 2020-07-25 22:46:10,810 - mmaction - INFO - Epoch [58][3720/3757] lr: 8.826e-02, eta: 7 days, 6:06:26, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5898, loss_cls: 3.0378, loss: 3.0378, grad_norm: 2.2532 2020-07-25 22:46:26,526 - mmaction - INFO - Epoch [58][3740/3757] lr: 8.826e-02, eta: 7 days, 6:06:01, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5789, loss_cls: 3.0683, loss: 3.0683, grad_norm: 2.3341 2020-07-25 22:49:49,528 - mmaction - INFO - Epoch [59][20/3757] lr: 8.786e-02, eta: 7 days, 6:21:53, time: 9.008, data_time: 8.096, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5852, loss_cls: 3.0304, loss: 3.0304, grad_norm: 2.2760 2020-07-25 22:50:05,631 - mmaction - INFO - Epoch [59][40/3757] lr: 8.786e-02, eta: 7 days, 6:21:31, time: 0.805, data_time: 0.011, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5719, loss_cls: 3.0883, loss: 3.0883, grad_norm: 2.2938 2020-07-25 22:50:21,378 - mmaction - INFO - Epoch [59][60/3757] lr: 8.786e-02, eta: 7 days, 6:21:07, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5961, loss_cls: 3.0081, loss: 3.0081, grad_norm: 2.2323 2020-07-25 22:50:37,178 - mmaction - INFO - Epoch [59][80/3757] lr: 8.786e-02, eta: 7 days, 6:20:43, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5750, loss_cls: 3.1451, loss: 3.1451, grad_norm: 2.3331 2020-07-25 22:50:53,041 - mmaction - INFO - Epoch [59][100/3757] lr: 8.786e-02, eta: 7 days, 6:20:19, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5844, loss_cls: 3.1527, loss: 3.1527, grad_norm: 2.3012 2020-07-25 22:51:08,906 - mmaction - INFO - Epoch [59][120/3757] lr: 8.786e-02, eta: 7 days, 6:19:56, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5781, loss_cls: 3.1107, loss: 3.1107, grad_norm: 2.2407 2020-07-25 22:51:24,667 - mmaction - INFO - Epoch [59][140/3757] lr: 8.786e-02, eta: 7 days, 6:19:32, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5945, loss_cls: 3.0153, loss: 3.0153, grad_norm: 2.2474 2020-07-25 22:51:40,514 - mmaction - INFO - Epoch [59][160/3757] lr: 8.786e-02, eta: 7 days, 6:19:08, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5875, loss_cls: 3.0561, loss: 3.0561, grad_norm: 2.2171 2020-07-25 22:51:56,326 - mmaction - INFO - Epoch [59][180/3757] lr: 8.786e-02, eta: 7 days, 6:18:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5758, loss_cls: 3.0928, loss: 3.0928, grad_norm: 2.2945 2020-07-25 22:52:12,258 - mmaction - INFO - Epoch [59][200/3757] lr: 8.786e-02, eta: 7 days, 6:18:21, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5914, loss_cls: 2.9890, loss: 2.9890, grad_norm: 2.2759 2020-07-25 22:52:27,992 - mmaction - INFO - Epoch [59][220/3757] lr: 8.786e-02, eta: 7 days, 6:17:57, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5898, loss_cls: 3.0729, loss: 3.0729, grad_norm: 2.2311 2020-07-25 22:52:43,899 - mmaction - INFO - Epoch [59][240/3757] lr: 8.786e-02, eta: 7 days, 6:17:33, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6055, loss_cls: 3.0295, loss: 3.0295, grad_norm: 2.3138 2020-07-25 22:52:59,707 - mmaction - INFO - Epoch [59][260/3757] lr: 8.786e-02, eta: 7 days, 6:17:10, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5953, loss_cls: 3.0570, loss: 3.0570, grad_norm: 2.2661 2020-07-25 22:53:15,542 - mmaction - INFO - Epoch [59][280/3757] lr: 8.786e-02, eta: 7 days, 6:16:46, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5859, loss_cls: 3.0528, loss: 3.0528, grad_norm: 2.2889 2020-07-25 22:53:31,409 - mmaction - INFO - Epoch [59][300/3757] lr: 8.786e-02, eta: 7 days, 6:16:22, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5867, loss_cls: 3.0461, loss: 3.0461, grad_norm: 2.3162 2020-07-25 22:53:47,260 - mmaction - INFO - Epoch [59][320/3757] lr: 8.786e-02, eta: 7 days, 6:15:59, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5898, loss_cls: 2.9708, loss: 2.9708, grad_norm: 2.2556 2020-07-25 22:54:03,073 - mmaction - INFO - Epoch [59][340/3757] lr: 8.786e-02, eta: 7 days, 6:15:35, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5828, loss_cls: 3.0477, loss: 3.0477, grad_norm: 2.2633 2020-07-25 22:54:18,889 - mmaction - INFO - Epoch [59][360/3757] lr: 8.786e-02, eta: 7 days, 6:15:11, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5781, loss_cls: 3.0703, loss: 3.0703, grad_norm: 2.3098 2020-07-25 22:54:34,749 - mmaction - INFO - Epoch [59][380/3757] lr: 8.786e-02, eta: 7 days, 6:14:47, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6016, loss_cls: 2.9976, loss: 2.9976, grad_norm: 2.2951 2020-07-25 22:54:50,605 - mmaction - INFO - Epoch [59][400/3757] lr: 8.786e-02, eta: 7 days, 6:14:24, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5695, loss_cls: 3.0636, loss: 3.0636, grad_norm: 2.2696 2020-07-25 22:55:06,528 - mmaction - INFO - Epoch [59][420/3757] lr: 8.786e-02, eta: 7 days, 6:14:01, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5945, loss_cls: 3.0705, loss: 3.0705, grad_norm: 2.3387 2020-07-25 22:55:22,360 - mmaction - INFO - Epoch [59][440/3757] lr: 8.786e-02, eta: 7 days, 6:13:37, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5781, loss_cls: 3.1575, loss: 3.1575, grad_norm: 2.3285 2020-07-25 22:55:38,129 - mmaction - INFO - Epoch [59][460/3757] lr: 8.786e-02, eta: 7 days, 6:13:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5930, loss_cls: 3.0550, loss: 3.0550, grad_norm: 2.3701 2020-07-25 22:55:53,950 - mmaction - INFO - Epoch [59][480/3757] lr: 8.786e-02, eta: 7 days, 6:12:49, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5516, loss_cls: 3.1944, loss: 3.1944, grad_norm: 2.2837 2020-07-25 22:56:09,816 - mmaction - INFO - Epoch [59][500/3757] lr: 8.786e-02, eta: 7 days, 6:12:26, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5391, loss_cls: 3.2532, loss: 3.2532, grad_norm: 2.3113 2020-07-25 22:56:25,753 - mmaction - INFO - Epoch [59][520/3757] lr: 8.786e-02, eta: 7 days, 6:12:03, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6039, loss_cls: 2.9753, loss: 2.9753, grad_norm: 2.2398 2020-07-25 22:56:41,718 - mmaction - INFO - Epoch [59][540/3757] lr: 8.786e-02, eta: 7 days, 6:11:40, time: 0.799, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5797, loss_cls: 3.1073, loss: 3.1073, grad_norm: 2.3306 2020-07-25 22:56:57,618 - mmaction - INFO - Epoch [59][560/3757] lr: 8.786e-02, eta: 7 days, 6:11:17, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5719, loss_cls: 3.1280, loss: 3.1280, grad_norm: 2.2210 2020-07-25 22:57:13,431 - mmaction - INFO - Epoch [59][580/3757] lr: 8.786e-02, eta: 7 days, 6:10:53, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5734, loss_cls: 3.1481, loss: 3.1481, grad_norm: 2.2050 2020-07-25 22:57:29,242 - mmaction - INFO - Epoch [59][600/3757] lr: 8.786e-02, eta: 7 days, 6:10:29, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5695, loss_cls: 3.1248, loss: 3.1248, grad_norm: 2.2676 2020-07-25 22:57:45,148 - mmaction - INFO - Epoch [59][620/3757] lr: 8.786e-02, eta: 7 days, 6:10:06, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5625, loss_cls: 3.1738, loss: 3.1738, grad_norm: 2.2880 2020-07-25 22:58:00,898 - mmaction - INFO - Epoch [59][640/3757] lr: 8.786e-02, eta: 7 days, 6:09:41, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6023, loss_cls: 2.9991, loss: 2.9991, grad_norm: 2.1946 2020-07-25 22:58:16,661 - mmaction - INFO - Epoch [59][660/3757] lr: 8.786e-02, eta: 7 days, 6:09:17, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5766, loss_cls: 3.0927, loss: 3.0927, grad_norm: 2.2851 2020-07-25 22:58:32,492 - mmaction - INFO - Epoch [59][680/3757] lr: 8.786e-02, eta: 7 days, 6:08:54, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 2.9914, loss: 2.9914, grad_norm: 2.2322 2020-07-25 22:58:48,304 - mmaction - INFO - Epoch [59][700/3757] lr: 8.786e-02, eta: 7 days, 6:08:30, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5992, loss_cls: 3.0026, loss: 3.0026, grad_norm: 2.3098 2020-07-25 22:59:04,113 - mmaction - INFO - Epoch [59][720/3757] lr: 8.786e-02, eta: 7 days, 6:08:06, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5641, loss_cls: 3.1272, loss: 3.1272, grad_norm: 2.3473 2020-07-25 22:59:19,930 - mmaction - INFO - Epoch [59][740/3757] lr: 8.786e-02, eta: 7 days, 6:07:42, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5766, loss_cls: 3.0974, loss: 3.0974, grad_norm: 2.2649 2020-07-25 22:59:35,657 - mmaction - INFO - Epoch [59][760/3757] lr: 8.786e-02, eta: 7 days, 6:07:18, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5703, loss_cls: 3.1741, loss: 3.1741, grad_norm: 2.3111 2020-07-25 22:59:51,631 - mmaction - INFO - Epoch [59][780/3757] lr: 8.786e-02, eta: 7 days, 6:06:55, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5648, loss_cls: 3.1216, loss: 3.1216, grad_norm: 2.2749 2020-07-25 23:00:12,800 - mmaction - INFO - Epoch [59][800/3757] lr: 8.786e-02, eta: 7 days, 6:07:06, time: 1.056, data_time: 0.009, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5945, loss_cls: 3.0569, loss: 3.0569, grad_norm: 2.2830 2020-07-25 23:00:28,688 - mmaction - INFO - Epoch [59][820/3757] lr: 8.786e-02, eta: 7 days, 6:06:43, time: 0.797, data_time: 0.007, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5922, loss_cls: 3.0652, loss: 3.0652, grad_norm: 2.2926 2020-07-25 23:00:44,535 - mmaction - INFO - Epoch [59][840/3757] lr: 8.786e-02, eta: 7 days, 6:06:20, time: 0.792, data_time: 0.006, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5938, loss_cls: 3.0257, loss: 3.0257, grad_norm: 2.2216 2020-07-25 23:01:00,400 - mmaction - INFO - Epoch [59][860/3757] lr: 8.786e-02, eta: 7 days, 6:05:56, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5727, loss_cls: 3.1381, loss: 3.1381, grad_norm: 2.3263 2020-07-25 23:01:16,320 - mmaction - INFO - Epoch [59][880/3757] lr: 8.786e-02, eta: 7 days, 6:05:33, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5773, loss_cls: 3.0692, loss: 3.0692, grad_norm: 2.3169 2020-07-25 23:01:32,209 - mmaction - INFO - Epoch [59][900/3757] lr: 8.786e-02, eta: 7 days, 6:05:09, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5852, loss_cls: 3.0902, loss: 3.0902, grad_norm: 2.2572 2020-07-25 23:01:48,108 - mmaction - INFO - Epoch [59][920/3757] lr: 8.786e-02, eta: 7 days, 6:04:46, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5836, loss_cls: 3.0430, loss: 3.0430, grad_norm: 2.2433 2020-07-25 23:02:03,953 - mmaction - INFO - Epoch [59][940/3757] lr: 8.786e-02, eta: 7 days, 6:04:23, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5789, loss_cls: 3.0021, loss: 3.0021, grad_norm: 2.2284 2020-07-25 23:02:19,831 - mmaction - INFO - Epoch [59][960/3757] lr: 8.786e-02, eta: 7 days, 6:03:59, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5648, loss_cls: 3.0750, loss: 3.0750, grad_norm: 2.3145 2020-07-25 23:02:35,709 - mmaction - INFO - Epoch [59][980/3757] lr: 8.786e-02, eta: 7 days, 6:03:36, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5867, loss_cls: 3.0524, loss: 3.0524, grad_norm: 2.3105 2020-07-25 23:02:51,544 - mmaction - INFO - Epoch [59][1000/3757] lr: 8.786e-02, eta: 7 days, 6:03:12, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5797, loss_cls: 3.0684, loss: 3.0684, grad_norm: 2.3374 2020-07-25 23:03:07,440 - mmaction - INFO - Epoch [59][1020/3757] lr: 8.786e-02, eta: 7 days, 6:02:49, time: 0.797, data_time: 0.005, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5594, loss_cls: 3.1625, loss: 3.1625, grad_norm: 2.2371 2020-07-25 23:03:23,295 - mmaction - INFO - Epoch [59][1040/3757] lr: 8.786e-02, eta: 7 days, 6:02:26, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5766, loss_cls: 3.1204, loss: 3.1204, grad_norm: 2.2673 2020-07-25 23:03:39,108 - mmaction - INFO - Epoch [59][1060/3757] lr: 8.786e-02, eta: 7 days, 6:02:02, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5742, loss_cls: 3.0904, loss: 3.0904, grad_norm: 2.2786 2020-07-25 23:03:54,968 - mmaction - INFO - Epoch [59][1080/3757] lr: 8.786e-02, eta: 7 days, 6:01:39, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5938, loss_cls: 3.0583, loss: 3.0583, grad_norm: 2.2745 2020-07-25 23:04:10,830 - mmaction - INFO - Epoch [59][1100/3757] lr: 8.786e-02, eta: 7 days, 6:01:15, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5703, loss_cls: 3.2238, loss: 3.2238, grad_norm: 2.3202 2020-07-25 23:04:26,680 - mmaction - INFO - Epoch [59][1120/3757] lr: 8.786e-02, eta: 7 days, 6:00:52, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5953, loss_cls: 2.9948, loss: 2.9948, grad_norm: 2.2688 2020-07-25 23:04:42,517 - mmaction - INFO - Epoch [59][1140/3757] lr: 8.786e-02, eta: 7 days, 6:00:28, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.1908, loss: 3.1908, grad_norm: 2.3209 2020-07-25 23:04:58,307 - mmaction - INFO - Epoch [59][1160/3757] lr: 8.786e-02, eta: 7 days, 6:00:04, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5969, loss_cls: 3.0517, loss: 3.0517, grad_norm: 2.3310 2020-07-25 23:05:14,122 - mmaction - INFO - Epoch [59][1180/3757] lr: 8.786e-02, eta: 7 days, 5:59:40, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5656, loss_cls: 3.0964, loss: 3.0964, grad_norm: 2.2658 2020-07-25 23:05:29,898 - mmaction - INFO - Epoch [59][1200/3757] lr: 8.786e-02, eta: 7 days, 5:59:16, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5961, loss_cls: 2.9795, loss: 2.9795, grad_norm: 2.2918 2020-07-25 23:05:45,767 - mmaction - INFO - Epoch [59][1220/3757] lr: 8.786e-02, eta: 7 days, 5:58:53, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5695, loss_cls: 3.1170, loss: 3.1170, grad_norm: 2.2719 2020-07-25 23:06:01,576 - mmaction - INFO - Epoch [59][1240/3757] lr: 8.786e-02, eta: 7 days, 5:58:29, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5875, loss_cls: 3.0515, loss: 3.0515, grad_norm: 2.2968 2020-07-25 23:06:17,445 - mmaction - INFO - Epoch [59][1260/3757] lr: 8.786e-02, eta: 7 days, 5:58:06, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5680, loss_cls: 3.1304, loss: 3.1304, grad_norm: 2.3372 2020-07-25 23:06:33,201 - mmaction - INFO - Epoch [59][1280/3757] lr: 8.786e-02, eta: 7 days, 5:57:42, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5773, loss_cls: 3.0883, loss: 3.0883, grad_norm: 2.2538 2020-07-25 23:06:49,078 - mmaction - INFO - Epoch [59][1300/3757] lr: 8.786e-02, eta: 7 days, 5:57:19, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5891, loss_cls: 3.0718, loss: 3.0718, grad_norm: 2.3477 2020-07-25 23:07:04,873 - mmaction - INFO - Epoch [59][1320/3757] lr: 8.786e-02, eta: 7 days, 5:56:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5867, loss_cls: 3.1333, loss: 3.1333, grad_norm: 2.3126 2020-07-25 23:07:20,651 - mmaction - INFO - Epoch [59][1340/3757] lr: 8.786e-02, eta: 7 days, 5:56:31, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5680, loss_cls: 3.0984, loss: 3.0984, grad_norm: 2.3550 2020-07-25 23:07:36,567 - mmaction - INFO - Epoch [59][1360/3757] lr: 8.786e-02, eta: 7 days, 5:56:08, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5617, loss_cls: 3.1798, loss: 3.1798, grad_norm: 2.3855 2020-07-25 23:07:52,526 - mmaction - INFO - Epoch [59][1380/3757] lr: 8.786e-02, eta: 7 days, 5:55:45, time: 0.798, data_time: 0.002, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5609, loss_cls: 3.1713, loss: 3.1713, grad_norm: 2.3022 2020-07-25 23:08:08,371 - mmaction - INFO - Epoch [59][1400/3757] lr: 8.786e-02, eta: 7 days, 5:55:21, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5852, loss_cls: 3.0484, loss: 3.0484, grad_norm: 2.2596 2020-07-25 23:08:24,231 - mmaction - INFO - Epoch [59][1420/3757] lr: 8.786e-02, eta: 7 days, 5:54:58, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5953, loss_cls: 3.0306, loss: 3.0306, grad_norm: 2.3231 2020-07-25 23:08:39,990 - mmaction - INFO - Epoch [59][1440/3757] lr: 8.786e-02, eta: 7 days, 5:54:34, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5883, loss_cls: 3.0445, loss: 3.0445, grad_norm: 2.2913 2020-07-25 23:08:55,829 - mmaction - INFO - Epoch [59][1460/3757] lr: 8.786e-02, eta: 7 days, 5:54:10, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5687, loss_cls: 3.0850, loss: 3.0850, grad_norm: 2.3276 2020-07-25 23:09:11,716 - mmaction - INFO - Epoch [59][1480/3757] lr: 8.786e-02, eta: 7 days, 5:53:47, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5766, loss_cls: 3.0920, loss: 3.0920, grad_norm: 2.2668 2020-07-25 23:09:27,487 - mmaction - INFO - Epoch [59][1500/3757] lr: 8.786e-02, eta: 7 days, 5:53:23, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5680, loss_cls: 3.0816, loss: 3.0816, grad_norm: 2.2705 2020-07-25 23:09:43,320 - mmaction - INFO - Epoch [59][1520/3757] lr: 8.786e-02, eta: 7 days, 5:53:00, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5844, loss_cls: 3.0174, loss: 3.0174, grad_norm: 2.2915 2020-07-25 23:09:59,131 - mmaction - INFO - Epoch [59][1540/3757] lr: 8.786e-02, eta: 7 days, 5:52:36, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5719, loss_cls: 3.1355, loss: 3.1355, grad_norm: 2.2571 2020-07-25 23:10:14,941 - mmaction - INFO - Epoch [59][1560/3757] lr: 8.786e-02, eta: 7 days, 5:52:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5633, loss_cls: 3.1533, loss: 3.1533, grad_norm: 2.2572 2020-07-25 23:10:30,785 - mmaction - INFO - Epoch [59][1580/3757] lr: 8.786e-02, eta: 7 days, 5:51:49, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5867, loss_cls: 3.0725, loss: 3.0725, grad_norm: 2.2676 2020-07-25 23:10:46,625 - mmaction - INFO - Epoch [59][1600/3757] lr: 8.786e-02, eta: 7 days, 5:51:25, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5750, loss_cls: 3.1127, loss: 3.1127, grad_norm: 2.3057 2020-07-25 23:11:02,490 - mmaction - INFO - Epoch [59][1620/3757] lr: 8.786e-02, eta: 7 days, 5:51:02, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5695, loss_cls: 3.0886, loss: 3.0886, grad_norm: 2.3036 2020-07-25 23:11:18,302 - mmaction - INFO - Epoch [59][1640/3757] lr: 8.786e-02, eta: 7 days, 5:50:38, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5703, loss_cls: 3.0973, loss: 3.0973, grad_norm: 2.3525 2020-07-25 23:11:34,130 - mmaction - INFO - Epoch [59][1660/3757] lr: 8.786e-02, eta: 7 days, 5:50:15, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5703, loss_cls: 3.1473, loss: 3.1473, grad_norm: 2.3514 2020-07-25 23:11:49,917 - mmaction - INFO - Epoch [59][1680/3757] lr: 8.786e-02, eta: 7 days, 5:49:51, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5750, loss_cls: 3.1244, loss: 3.1244, grad_norm: 2.2812 2020-07-25 23:12:05,707 - mmaction - INFO - Epoch [59][1700/3757] lr: 8.786e-02, eta: 7 days, 5:49:27, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5844, loss_cls: 3.0728, loss: 3.0728, grad_norm: 2.2801 2020-07-25 23:12:21,574 - mmaction - INFO - Epoch [59][1720/3757] lr: 8.786e-02, eta: 7 days, 5:49:03, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5773, loss_cls: 3.1427, loss: 3.1427, grad_norm: 2.3601 2020-07-25 23:12:37,435 - mmaction - INFO - Epoch [59][1740/3757] lr: 8.786e-02, eta: 7 days, 5:48:40, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5766, loss_cls: 3.1590, loss: 3.1590, grad_norm: 2.3287 2020-07-25 23:12:53,215 - mmaction - INFO - Epoch [59][1760/3757] lr: 8.786e-02, eta: 7 days, 5:48:16, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5859, loss_cls: 2.9794, loss: 2.9794, grad_norm: 2.2277 2020-07-25 23:13:09,085 - mmaction - INFO - Epoch [59][1780/3757] lr: 8.786e-02, eta: 7 days, 5:47:53, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5773, loss_cls: 3.1394, loss: 3.1394, grad_norm: 2.2767 2020-07-25 23:13:24,959 - mmaction - INFO - Epoch [59][1800/3757] lr: 8.786e-02, eta: 7 days, 5:47:30, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5742, loss_cls: 3.0620, loss: 3.0620, grad_norm: 2.3178 2020-07-25 23:13:40,810 - mmaction - INFO - Epoch [59][1820/3757] lr: 8.786e-02, eta: 7 days, 5:47:06, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5859, loss_cls: 3.0726, loss: 3.0726, grad_norm: 2.3194 2020-07-25 23:13:56,546 - mmaction - INFO - Epoch [59][1840/3757] lr: 8.786e-02, eta: 7 days, 5:46:42, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5687, loss_cls: 3.1729, loss: 3.1729, grad_norm: 2.2618 2020-07-25 23:14:12,320 - mmaction - INFO - Epoch [59][1860/3757] lr: 8.786e-02, eta: 7 days, 5:46:18, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5820, loss_cls: 3.0670, loss: 3.0670, grad_norm: 2.2578 2020-07-25 23:14:28,096 - mmaction - INFO - Epoch [59][1880/3757] lr: 8.786e-02, eta: 7 days, 5:45:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5797, loss_cls: 3.1251, loss: 3.1251, grad_norm: 2.2944 2020-07-25 23:14:43,999 - mmaction - INFO - Epoch [59][1900/3757] lr: 8.786e-02, eta: 7 days, 5:45:31, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5617, loss_cls: 3.1257, loss: 3.1257, grad_norm: 2.3124 2020-07-25 23:14:59,698 - mmaction - INFO - Epoch [59][1920/3757] lr: 8.786e-02, eta: 7 days, 5:45:07, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5883, loss_cls: 3.0559, loss: 3.0559, grad_norm: 2.3638 2020-07-25 23:15:15,465 - mmaction - INFO - Epoch [59][1940/3757] lr: 8.786e-02, eta: 7 days, 5:44:43, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5641, loss_cls: 3.1546, loss: 3.1546, grad_norm: 2.2824 2020-07-25 23:15:31,293 - mmaction - INFO - Epoch [59][1960/3757] lr: 8.786e-02, eta: 7 days, 5:44:19, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5570, loss_cls: 3.1797, loss: 3.1797, grad_norm: 2.2781 2020-07-25 23:15:47,110 - mmaction - INFO - Epoch [59][1980/3757] lr: 8.786e-02, eta: 7 days, 5:43:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5711, loss_cls: 3.1413, loss: 3.1413, grad_norm: 2.2529 2020-07-25 23:16:02,884 - mmaction - INFO - Epoch [59][2000/3757] lr: 8.786e-02, eta: 7 days, 5:43:32, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5633, loss_cls: 3.2093, loss: 3.2093, grad_norm: 2.3226 2020-07-25 23:16:18,717 - mmaction - INFO - Epoch [59][2020/3757] lr: 8.786e-02, eta: 7 days, 5:43:08, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5430, loss_cls: 3.1843, loss: 3.1843, grad_norm: 2.3195 2020-07-25 23:16:34,553 - mmaction - INFO - Epoch [59][2040/3757] lr: 8.786e-02, eta: 7 days, 5:42:45, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5898, loss_cls: 3.1097, loss: 3.1097, grad_norm: 2.2789 2020-07-25 23:16:50,624 - mmaction - INFO - Epoch [59][2060/3757] lr: 8.786e-02, eta: 7 days, 5:42:23, time: 0.803, data_time: 0.014, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5609, loss_cls: 3.1753, loss: 3.1753, grad_norm: 2.3156 2020-07-25 23:17:06,548 - mmaction - INFO - Epoch [59][2080/3757] lr: 8.786e-02, eta: 7 days, 5:42:00, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5992, loss_cls: 3.0230, loss: 3.0230, grad_norm: 2.2762 2020-07-25 23:17:22,384 - mmaction - INFO - Epoch [59][2100/3757] lr: 8.786e-02, eta: 7 days, 5:41:36, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5813, loss_cls: 3.1204, loss: 3.1204, grad_norm: 2.3095 2020-07-25 23:17:38,107 - mmaction - INFO - Epoch [59][2120/3757] lr: 8.786e-02, eta: 7 days, 5:41:12, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5695, loss_cls: 3.2255, loss: 3.2255, grad_norm: 2.2117 2020-07-25 23:17:53,914 - mmaction - INFO - Epoch [59][2140/3757] lr: 8.786e-02, eta: 7 days, 5:40:49, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5945, loss_cls: 3.0159, loss: 3.0159, grad_norm: 2.1929 2020-07-25 23:18:09,708 - mmaction - INFO - Epoch [59][2160/3757] lr: 8.786e-02, eta: 7 days, 5:40:25, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5758, loss_cls: 3.0676, loss: 3.0676, grad_norm: 2.2453 2020-07-25 23:18:25,458 - mmaction - INFO - Epoch [59][2180/3757] lr: 8.786e-02, eta: 7 days, 5:40:01, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5914, loss_cls: 3.0499, loss: 3.0499, grad_norm: 2.2783 2020-07-25 23:18:41,275 - mmaction - INFO - Epoch [59][2200/3757] lr: 8.786e-02, eta: 7 days, 5:39:37, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5578, loss_cls: 3.2006, loss: 3.2006, grad_norm: 2.3155 2020-07-25 23:18:57,207 - mmaction - INFO - Epoch [59][2220/3757] lr: 8.786e-02, eta: 7 days, 5:39:15, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5563, loss_cls: 3.1925, loss: 3.1925, grad_norm: 2.2863 2020-07-25 23:19:13,019 - mmaction - INFO - Epoch [59][2240/3757] lr: 8.786e-02, eta: 7 days, 5:38:51, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5930, loss_cls: 3.0905, loss: 3.0905, grad_norm: 2.3055 2020-07-25 23:19:28,822 - mmaction - INFO - Epoch [59][2260/3757] lr: 8.786e-02, eta: 7 days, 5:38:27, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5789, loss_cls: 3.0863, loss: 3.0863, grad_norm: 2.3059 2020-07-25 23:19:44,632 - mmaction - INFO - Epoch [59][2280/3757] lr: 8.786e-02, eta: 7 days, 5:38:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5609, loss_cls: 3.2031, loss: 3.2031, grad_norm: 2.2611 2020-07-25 23:20:00,413 - mmaction - INFO - Epoch [59][2300/3757] lr: 8.786e-02, eta: 7 days, 5:37:40, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5828, loss_cls: 3.0821, loss: 3.0821, grad_norm: 2.2470 2020-07-25 23:20:16,288 - mmaction - INFO - Epoch [59][2320/3757] lr: 8.786e-02, eta: 7 days, 5:37:17, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5750, loss_cls: 3.0953, loss: 3.0953, grad_norm: 2.2860 2020-07-25 23:20:32,086 - mmaction - INFO - Epoch [59][2340/3757] lr: 8.786e-02, eta: 7 days, 5:36:53, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5641, loss_cls: 3.1372, loss: 3.1372, grad_norm: 2.2998 2020-07-25 23:20:47,900 - mmaction - INFO - Epoch [59][2360/3757] lr: 8.786e-02, eta: 7 days, 5:36:29, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.1547, loss: 3.1547, grad_norm: 2.3105 2020-07-25 23:21:03,706 - mmaction - INFO - Epoch [59][2380/3757] lr: 8.786e-02, eta: 7 days, 5:36:06, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5570, loss_cls: 3.2367, loss: 3.2367, grad_norm: 2.2423 2020-07-25 23:21:19,555 - mmaction - INFO - Epoch [59][2400/3757] lr: 8.786e-02, eta: 7 days, 5:35:42, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5656, loss_cls: 3.1362, loss: 3.1362, grad_norm: 2.2655 2020-07-25 23:21:35,469 - mmaction - INFO - Epoch [59][2420/3757] lr: 8.786e-02, eta: 7 days, 5:35:20, time: 0.797, data_time: 0.005, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5898, loss_cls: 3.0506, loss: 3.0506, grad_norm: 2.3577 2020-07-25 23:21:51,175 - mmaction - INFO - Epoch [59][2440/3757] lr: 8.786e-02, eta: 7 days, 5:34:55, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5773, loss_cls: 3.0506, loss: 3.0506, grad_norm: 2.2248 2020-07-25 23:22:06,949 - mmaction - INFO - Epoch [59][2460/3757] lr: 8.786e-02, eta: 7 days, 5:34:32, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5898, loss_cls: 3.0395, loss: 3.0395, grad_norm: 2.2675 2020-07-25 23:22:22,735 - mmaction - INFO - Epoch [59][2480/3757] lr: 8.786e-02, eta: 7 days, 5:34:08, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.0982, loss: 3.0982, grad_norm: 2.3320 2020-07-25 23:22:38,522 - mmaction - INFO - Epoch [59][2500/3757] lr: 8.786e-02, eta: 7 days, 5:33:44, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5602, loss_cls: 3.1934, loss: 3.1934, grad_norm: 2.2440 2020-07-25 23:22:54,331 - mmaction - INFO - Epoch [59][2520/3757] lr: 8.786e-02, eta: 7 days, 5:33:20, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5648, loss_cls: 3.1720, loss: 3.1720, grad_norm: 2.3156 2020-07-25 23:23:10,043 - mmaction - INFO - Epoch [59][2540/3757] lr: 8.786e-02, eta: 7 days, 5:32:56, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5891, loss_cls: 3.0562, loss: 3.0562, grad_norm: 2.1746 2020-07-25 23:23:25,798 - mmaction - INFO - Epoch [59][2560/3757] lr: 8.786e-02, eta: 7 days, 5:32:32, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5813, loss_cls: 3.0889, loss: 3.0889, grad_norm: 2.2559 2020-07-25 23:23:41,746 - mmaction - INFO - Epoch [59][2580/3757] lr: 8.786e-02, eta: 7 days, 5:32:10, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5844, loss_cls: 3.0435, loss: 3.0435, grad_norm: 2.2703 2020-07-25 23:23:57,565 - mmaction - INFO - Epoch [59][2600/3757] lr: 8.786e-02, eta: 7 days, 5:31:46, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5625, loss_cls: 3.2062, loss: 3.2062, grad_norm: 2.3673 2020-07-25 23:24:13,418 - mmaction - INFO - Epoch [59][2620/3757] lr: 8.786e-02, eta: 7 days, 5:31:23, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5680, loss_cls: 3.1165, loss: 3.1165, grad_norm: 2.2667 2020-07-25 23:24:29,163 - mmaction - INFO - Epoch [59][2640/3757] lr: 8.786e-02, eta: 7 days, 5:30:59, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5648, loss_cls: 3.2122, loss: 3.2122, grad_norm: 2.2962 2020-07-25 23:24:45,090 - mmaction - INFO - Epoch [59][2660/3757] lr: 8.786e-02, eta: 7 days, 5:30:36, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5617, loss_cls: 3.1822, loss: 3.1822, grad_norm: 2.2421 2020-07-25 23:25:00,823 - mmaction - INFO - Epoch [59][2680/3757] lr: 8.786e-02, eta: 7 days, 5:30:12, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5984, loss_cls: 3.0972, loss: 3.0972, grad_norm: 2.2841 2020-07-25 23:25:16,718 - mmaction - INFO - Epoch [59][2700/3757] lr: 8.786e-02, eta: 7 days, 5:29:49, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5859, loss_cls: 3.0978, loss: 3.0978, grad_norm: 2.3412 2020-07-25 23:25:32,550 - mmaction - INFO - Epoch [59][2720/3757] lr: 8.786e-02, eta: 7 days, 5:29:25, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5711, loss_cls: 3.0645, loss: 3.0645, grad_norm: 2.2663 2020-07-25 23:25:48,405 - mmaction - INFO - Epoch [59][2740/3757] lr: 8.786e-02, eta: 7 days, 5:29:02, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6008, loss_cls: 3.0115, loss: 3.0115, grad_norm: 2.2068 2020-07-25 23:26:04,094 - mmaction - INFO - Epoch [59][2760/3757] lr: 8.786e-02, eta: 7 days, 5:28:38, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5797, loss_cls: 3.1409, loss: 3.1409, grad_norm: 2.3080 2020-07-25 23:26:19,889 - mmaction - INFO - Epoch [59][2780/3757] lr: 8.786e-02, eta: 7 days, 5:28:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5719, loss_cls: 3.1006, loss: 3.1006, grad_norm: 2.3351 2020-07-25 23:26:35,772 - mmaction - INFO - Epoch [59][2800/3757] lr: 8.786e-02, eta: 7 days, 5:27:51, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5664, loss_cls: 3.1510, loss: 3.1510, grad_norm: 2.2385 2020-07-25 23:26:51,549 - mmaction - INFO - Epoch [59][2820/3757] lr: 8.786e-02, eta: 7 days, 5:27:27, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5898, loss_cls: 2.9696, loss: 2.9696, grad_norm: 2.2050 2020-07-25 23:27:07,368 - mmaction - INFO - Epoch [59][2840/3757] lr: 8.786e-02, eta: 7 days, 5:27:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5805, loss_cls: 3.0476, loss: 3.0476, grad_norm: 2.3025 2020-07-25 23:27:23,144 - mmaction - INFO - Epoch [59][2860/3757] lr: 8.786e-02, eta: 7 days, 5:26:40, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5414, loss_cls: 3.1823, loss: 3.1823, grad_norm: 2.2767 2020-07-25 23:27:38,901 - mmaction - INFO - Epoch [59][2880/3757] lr: 8.786e-02, eta: 7 days, 5:26:16, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5633, loss_cls: 3.2139, loss: 3.2139, grad_norm: 2.2766 2020-07-25 23:27:54,647 - mmaction - INFO - Epoch [59][2900/3757] lr: 8.786e-02, eta: 7 days, 5:25:52, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5664, loss_cls: 3.1873, loss: 3.1873, grad_norm: 2.2688 2020-07-25 23:28:10,426 - mmaction - INFO - Epoch [59][2920/3757] lr: 8.786e-02, eta: 7 days, 5:25:29, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5836, loss_cls: 3.0903, loss: 3.0903, grad_norm: 2.3038 2020-07-25 23:28:26,293 - mmaction - INFO - Epoch [59][2940/3757] lr: 8.786e-02, eta: 7 days, 5:25:05, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5664, loss_cls: 3.1340, loss: 3.1340, grad_norm: 2.3016 2020-07-25 23:28:42,123 - mmaction - INFO - Epoch [59][2960/3757] lr: 8.786e-02, eta: 7 days, 5:24:42, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6078, loss_cls: 3.0070, loss: 3.0070, grad_norm: 2.2970 2020-07-25 23:28:58,096 - mmaction - INFO - Epoch [59][2980/3757] lr: 8.786e-02, eta: 7 days, 5:24:20, time: 0.800, data_time: 0.015, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5352, loss_cls: 3.2126, loss: 3.2126, grad_norm: 2.3108 2020-07-25 23:29:13,922 - mmaction - INFO - Epoch [59][3000/3757] lr: 8.786e-02, eta: 7 days, 5:23:56, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5891, loss_cls: 3.1009, loss: 3.1009, grad_norm: 2.2554 2020-07-25 23:29:29,666 - mmaction - INFO - Epoch [59][3020/3757] lr: 8.786e-02, eta: 7 days, 5:23:32, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5687, loss_cls: 3.2007, loss: 3.2007, grad_norm: 2.3319 2020-07-25 23:29:45,539 - mmaction - INFO - Epoch [59][3040/3757] lr: 8.786e-02, eta: 7 days, 5:23:09, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5930, loss_cls: 3.0421, loss: 3.0421, grad_norm: 2.3107 2020-07-25 23:30:01,297 - mmaction - INFO - Epoch [59][3060/3757] lr: 8.786e-02, eta: 7 days, 5:22:45, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5695, loss_cls: 3.1168, loss: 3.1168, grad_norm: 2.2528 2020-07-25 23:30:17,136 - mmaction - INFO - Epoch [59][3080/3757] lr: 8.786e-02, eta: 7 days, 5:22:22, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5664, loss_cls: 3.1780, loss: 3.1780, grad_norm: 2.2119 2020-07-25 23:30:33,212 - mmaction - INFO - Epoch [59][3100/3757] lr: 8.786e-02, eta: 7 days, 5:22:00, time: 0.804, data_time: 0.016, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5484, loss_cls: 3.2062, loss: 3.2062, grad_norm: 2.2440 2020-07-25 23:30:48,971 - mmaction - INFO - Epoch [59][3120/3757] lr: 8.786e-02, eta: 7 days, 5:21:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5891, loss_cls: 3.1175, loss: 3.1175, grad_norm: 2.2008 2020-07-25 23:31:04,813 - mmaction - INFO - Epoch [59][3140/3757] lr: 8.786e-02, eta: 7 days, 5:21:13, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5703, loss_cls: 3.1045, loss: 3.1045, grad_norm: 2.2649 2020-07-25 23:31:20,628 - mmaction - INFO - Epoch [59][3160/3757] lr: 8.786e-02, eta: 7 days, 5:20:50, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5672, loss_cls: 3.1462, loss: 3.1462, grad_norm: 2.2759 2020-07-25 23:31:36,524 - mmaction - INFO - Epoch [59][3180/3757] lr: 8.786e-02, eta: 7 days, 5:20:27, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5500, loss_cls: 3.2175, loss: 3.2175, grad_norm: 2.2733 2020-07-25 23:31:52,275 - mmaction - INFO - Epoch [59][3200/3757] lr: 8.786e-02, eta: 7 days, 5:20:03, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5711, loss_cls: 3.1776, loss: 3.1776, grad_norm: 2.2296 2020-07-25 23:32:08,104 - mmaction - INFO - Epoch [59][3220/3757] lr: 8.786e-02, eta: 7 days, 5:19:39, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5719, loss_cls: 3.1115, loss: 3.1115, grad_norm: 2.2692 2020-07-25 23:32:23,901 - mmaction - INFO - Epoch [59][3240/3757] lr: 8.786e-02, eta: 7 days, 5:19:16, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5602, loss_cls: 3.1439, loss: 3.1439, grad_norm: 2.2291 2020-07-25 23:32:39,729 - mmaction - INFO - Epoch [59][3260/3757] lr: 8.786e-02, eta: 7 days, 5:18:52, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6000, loss_cls: 2.9620, loss: 2.9620, grad_norm: 2.3521 2020-07-25 23:32:55,556 - mmaction - INFO - Epoch [59][3280/3757] lr: 8.786e-02, eta: 7 days, 5:18:29, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5852, loss_cls: 3.0740, loss: 3.0740, grad_norm: 2.3295 2020-07-25 23:33:11,305 - mmaction - INFO - Epoch [59][3300/3757] lr: 8.786e-02, eta: 7 days, 5:18:05, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5742, loss_cls: 3.1117, loss: 3.1117, grad_norm: 2.3416 2020-07-25 23:33:27,103 - mmaction - INFO - Epoch [59][3320/3757] lr: 8.786e-02, eta: 7 days, 5:17:42, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.6055, loss_cls: 3.0421, loss: 3.0421, grad_norm: 2.3317 2020-07-25 23:33:42,960 - mmaction - INFO - Epoch [59][3340/3757] lr: 8.786e-02, eta: 7 days, 5:17:18, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5781, loss_cls: 3.0906, loss: 3.0906, grad_norm: 2.3199 2020-07-25 23:33:58,795 - mmaction - INFO - Epoch [59][3360/3757] lr: 8.786e-02, eta: 7 days, 5:16:55, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5742, loss_cls: 3.0689, loss: 3.0689, grad_norm: 2.2990 2020-07-25 23:34:14,816 - mmaction - INFO - Epoch [59][3380/3757] lr: 8.786e-02, eta: 7 days, 5:16:33, time: 0.800, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5805, loss_cls: 3.0668, loss: 3.0668, grad_norm: 2.2388 2020-07-25 23:34:30,644 - mmaction - INFO - Epoch [59][3400/3757] lr: 8.786e-02, eta: 7 days, 5:16:10, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5797, loss_cls: 3.1016, loss: 3.1016, grad_norm: 2.2799 2020-07-25 23:34:46,491 - mmaction - INFO - Epoch [59][3420/3757] lr: 8.786e-02, eta: 7 days, 5:15:46, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5609, loss_cls: 3.1739, loss: 3.1739, grad_norm: 2.3054 2020-07-25 23:35:02,297 - mmaction - INFO - Epoch [59][3440/3757] lr: 8.786e-02, eta: 7 days, 5:15:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.6023, loss_cls: 2.9837, loss: 2.9837, grad_norm: 2.3092 2020-07-25 23:35:17,988 - mmaction - INFO - Epoch [59][3460/3757] lr: 8.786e-02, eta: 7 days, 5:14:59, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5781, loss_cls: 3.0621, loss: 3.0621, grad_norm: 2.3110 2020-07-25 23:35:33,896 - mmaction - INFO - Epoch [59][3480/3757] lr: 8.786e-02, eta: 7 days, 5:14:36, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5641, loss_cls: 3.1420, loss: 3.1420, grad_norm: 2.3320 2020-07-25 23:35:49,721 - mmaction - INFO - Epoch [59][3500/3757] lr: 8.786e-02, eta: 7 days, 5:14:12, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5836, loss_cls: 3.0459, loss: 3.0459, grad_norm: 2.2652 2020-07-25 23:36:05,522 - mmaction - INFO - Epoch [59][3520/3757] lr: 8.786e-02, eta: 7 days, 5:13:49, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5672, loss_cls: 3.1319, loss: 3.1319, grad_norm: 2.2312 2020-07-25 23:36:21,407 - mmaction - INFO - Epoch [59][3540/3757] lr: 8.786e-02, eta: 7 days, 5:13:26, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5695, loss_cls: 3.0980, loss: 3.0980, grad_norm: 2.2252 2020-07-25 23:36:37,175 - mmaction - INFO - Epoch [59][3560/3757] lr: 8.786e-02, eta: 7 days, 5:13:02, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5844, loss_cls: 3.1197, loss: 3.1197, grad_norm: 2.2578 2020-07-25 23:36:53,025 - mmaction - INFO - Epoch [59][3580/3757] lr: 8.786e-02, eta: 7 days, 5:12:39, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5687, loss_cls: 3.1571, loss: 3.1571, grad_norm: 2.2713 2020-07-25 23:37:08,778 - mmaction - INFO - Epoch [59][3600/3757] lr: 8.786e-02, eta: 7 days, 5:12:15, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5578, loss_cls: 3.1686, loss: 3.1686, grad_norm: 2.3246 2020-07-25 23:37:24,748 - mmaction - INFO - Epoch [59][3620/3757] lr: 8.786e-02, eta: 7 days, 5:11:53, time: 0.799, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.6008, loss_cls: 3.0533, loss: 3.0533, grad_norm: 2.3224 2020-07-25 23:37:40,432 - mmaction - INFO - Epoch [59][3640/3757] lr: 8.786e-02, eta: 7 days, 5:11:29, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5789, loss_cls: 3.0520, loss: 3.0520, grad_norm: 2.3115 2020-07-25 23:37:56,287 - mmaction - INFO - Epoch [59][3660/3757] lr: 8.786e-02, eta: 7 days, 5:11:06, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5648, loss_cls: 3.1896, loss: 3.1896, grad_norm: 2.3709 2020-07-25 23:38:11,986 - mmaction - INFO - Epoch [59][3680/3757] lr: 8.786e-02, eta: 7 days, 5:10:41, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5586, loss_cls: 3.1791, loss: 3.1791, grad_norm: 2.2582 2020-07-25 23:38:27,760 - mmaction - INFO - Epoch [59][3700/3757] lr: 8.786e-02, eta: 7 days, 5:10:18, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5898, loss_cls: 3.0445, loss: 3.0445, grad_norm: 2.1964 2020-07-25 23:38:43,543 - mmaction - INFO - Epoch [59][3720/3757] lr: 8.786e-02, eta: 7 days, 5:09:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5656, loss_cls: 3.1910, loss: 3.1910, grad_norm: 2.2552 2020-07-25 23:38:59,397 - mmaction - INFO - Epoch [59][3740/3757] lr: 8.786e-02, eta: 7 days, 5:09:31, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5773, loss_cls: 3.0833, loss: 3.0833, grad_norm: 2.2412 2020-07-25 23:42:33,675 - mmaction - INFO - Epoch [60][20/3757] lr: 8.746e-02, eta: 7 days, 5:26:07, time: 9.644, data_time: 8.716, memory: 6196, top1_acc: 0.3266, top5_acc: 0.6023, loss_cls: 3.0089, loss: 3.0089, grad_norm: 2.3146 2020-07-25 23:42:49,343 - mmaction - INFO - Epoch [60][40/3757] lr: 8.746e-02, eta: 7 days, 5:25:43, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5945, loss_cls: 3.0846, loss: 3.0846, grad_norm: 2.2773 2020-07-25 23:43:05,207 - mmaction - INFO - Epoch [60][60/3757] lr: 8.746e-02, eta: 7 days, 5:25:20, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6109, loss_cls: 2.9865, loss: 2.9865, grad_norm: 2.2594 2020-07-25 23:43:21,004 - mmaction - INFO - Epoch [60][80/3757] lr: 8.746e-02, eta: 7 days, 5:24:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6016, loss_cls: 3.0056, loss: 3.0056, grad_norm: 2.3371 2020-07-25 23:43:36,769 - mmaction - INFO - Epoch [60][100/3757] lr: 8.746e-02, eta: 7 days, 5:24:32, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5867, loss_cls: 3.1094, loss: 3.1094, grad_norm: 2.2498 2020-07-25 23:43:52,517 - mmaction - INFO - Epoch [60][120/3757] lr: 8.746e-02, eta: 7 days, 5:24:08, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5750, loss_cls: 3.1060, loss: 3.1060, grad_norm: 2.3203 2020-07-25 23:44:08,430 - mmaction - INFO - Epoch [60][140/3757] lr: 8.746e-02, eta: 7 days, 5:23:45, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5914, loss_cls: 3.0193, loss: 3.0193, grad_norm: 2.2902 2020-07-25 23:44:24,205 - mmaction - INFO - Epoch [60][160/3757] lr: 8.746e-02, eta: 7 days, 5:23:21, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5992, loss_cls: 3.0581, loss: 3.0581, grad_norm: 2.3437 2020-07-25 23:44:40,149 - mmaction - INFO - Epoch [60][180/3757] lr: 8.746e-02, eta: 7 days, 5:22:58, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5992, loss_cls: 2.9613, loss: 2.9613, grad_norm: 2.3070 2020-07-25 23:44:55,966 - mmaction - INFO - Epoch [60][200/3757] lr: 8.746e-02, eta: 7 days, 5:22:35, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6148, loss_cls: 2.9453, loss: 2.9453, grad_norm: 2.2680 2020-07-25 23:45:11,761 - mmaction - INFO - Epoch [60][220/3757] lr: 8.746e-02, eta: 7 days, 5:22:11, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5844, loss_cls: 2.9855, loss: 2.9855, grad_norm: 2.2993 2020-07-25 23:45:27,524 - mmaction - INFO - Epoch [60][240/3757] lr: 8.746e-02, eta: 7 days, 5:21:47, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5664, loss_cls: 3.1379, loss: 3.1379, grad_norm: 2.3337 2020-07-25 23:45:43,282 - mmaction - INFO - Epoch [60][260/3757] lr: 8.746e-02, eta: 7 days, 5:21:23, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5828, loss_cls: 3.0591, loss: 3.0591, grad_norm: 2.3450 2020-07-25 23:45:59,088 - mmaction - INFO - Epoch [60][280/3757] lr: 8.746e-02, eta: 7 days, 5:21:00, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5820, loss_cls: 3.1116, loss: 3.1116, grad_norm: 2.3503 2020-07-25 23:46:14,929 - mmaction - INFO - Epoch [60][300/3757] lr: 8.746e-02, eta: 7 days, 5:20:36, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5867, loss_cls: 3.0103, loss: 3.0103, grad_norm: 2.2955 2020-07-25 23:46:30,826 - mmaction - INFO - Epoch [60][320/3757] lr: 8.746e-02, eta: 7 days, 5:20:13, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5531, loss_cls: 3.2479, loss: 3.2479, grad_norm: 2.3376 2020-07-25 23:46:46,655 - mmaction - INFO - Epoch [60][340/3757] lr: 8.746e-02, eta: 7 days, 5:19:50, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5891, loss_cls: 3.0627, loss: 3.0627, grad_norm: 2.2519 2020-07-25 23:47:02,594 - mmaction - INFO - Epoch [60][360/3757] lr: 8.746e-02, eta: 7 days, 5:19:27, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6023, loss_cls: 3.0762, loss: 3.0762, grad_norm: 2.2646 2020-07-25 23:47:18,392 - mmaction - INFO - Epoch [60][380/3757] lr: 8.746e-02, eta: 7 days, 5:19:03, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5711, loss_cls: 3.0996, loss: 3.0996, grad_norm: 2.3246 2020-07-25 23:47:34,155 - mmaction - INFO - Epoch [60][400/3757] lr: 8.746e-02, eta: 7 days, 5:18:40, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5758, loss_cls: 3.0888, loss: 3.0888, grad_norm: 2.2779 2020-07-25 23:47:49,951 - mmaction - INFO - Epoch [60][420/3757] lr: 8.746e-02, eta: 7 days, 5:18:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5844, loss_cls: 3.0336, loss: 3.0336, grad_norm: 2.2667 2020-07-25 23:48:05,796 - mmaction - INFO - Epoch [60][440/3757] lr: 8.746e-02, eta: 7 days, 5:17:53, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5914, loss_cls: 3.0153, loss: 3.0153, grad_norm: 2.2621 2020-07-25 23:48:21,533 - mmaction - INFO - Epoch [60][460/3757] lr: 8.746e-02, eta: 7 days, 5:17:29, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5789, loss_cls: 3.1242, loss: 3.1242, grad_norm: 2.3366 2020-07-25 23:48:37,389 - mmaction - INFO - Epoch [60][480/3757] lr: 8.746e-02, eta: 7 days, 5:17:05, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5961, loss_cls: 3.0124, loss: 3.0124, grad_norm: 2.2946 2020-07-25 23:48:53,181 - mmaction - INFO - Epoch [60][500/3757] lr: 8.746e-02, eta: 7 days, 5:16:42, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5844, loss_cls: 3.0228, loss: 3.0228, grad_norm: 2.3518 2020-07-25 23:49:08,925 - mmaction - INFO - Epoch [60][520/3757] lr: 8.746e-02, eta: 7 days, 5:16:18, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5914, loss_cls: 3.0986, loss: 3.0986, grad_norm: 2.2853 2020-07-25 23:49:24,686 - mmaction - INFO - Epoch [60][540/3757] lr: 8.746e-02, eta: 7 days, 5:15:54, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5703, loss_cls: 3.0585, loss: 3.0585, grad_norm: 2.2220 2020-07-25 23:49:40,808 - mmaction - INFO - Epoch [60][560/3757] lr: 8.746e-02, eta: 7 days, 5:15:32, time: 0.807, data_time: 0.015, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5914, loss_cls: 3.0644, loss: 3.0644, grad_norm: 2.3251 2020-07-25 23:49:56,673 - mmaction - INFO - Epoch [60][580/3757] lr: 8.746e-02, eta: 7 days, 5:15:09, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5797, loss_cls: 3.1358, loss: 3.1358, grad_norm: 2.3008 2020-07-25 23:50:12,566 - mmaction - INFO - Epoch [60][600/3757] lr: 8.746e-02, eta: 7 days, 5:14:46, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5984, loss_cls: 3.0590, loss: 3.0590, grad_norm: 2.3155 2020-07-25 23:50:28,356 - mmaction - INFO - Epoch [60][620/3757] lr: 8.746e-02, eta: 7 days, 5:14:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5781, loss_cls: 3.1240, loss: 3.1240, grad_norm: 2.3671 2020-07-25 23:50:44,149 - mmaction - INFO - Epoch [60][640/3757] lr: 8.746e-02, eta: 7 days, 5:13:59, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5609, loss_cls: 3.1910, loss: 3.1910, grad_norm: 2.3173 2020-07-25 23:50:59,960 - mmaction - INFO - Epoch [60][660/3757] lr: 8.746e-02, eta: 7 days, 5:13:35, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6156, loss_cls: 2.9817, loss: 2.9817, grad_norm: 2.2286 2020-07-25 23:51:15,709 - mmaction - INFO - Epoch [60][680/3757] lr: 8.746e-02, eta: 7 days, 5:13:11, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5687, loss_cls: 3.1761, loss: 3.1761, grad_norm: 2.3237 2020-07-25 23:51:31,557 - mmaction - INFO - Epoch [60][700/3757] lr: 8.746e-02, eta: 7 days, 5:12:48, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5828, loss_cls: 3.0847, loss: 3.0847, grad_norm: 2.2966 2020-07-25 23:51:47,358 - mmaction - INFO - Epoch [60][720/3757] lr: 8.746e-02, eta: 7 days, 5:12:24, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5484, loss_cls: 3.2025, loss: 3.2025, grad_norm: 2.3295 2020-07-25 23:52:03,200 - mmaction - INFO - Epoch [60][740/3757] lr: 8.746e-02, eta: 7 days, 5:12:01, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5836, loss_cls: 3.0684, loss: 3.0684, grad_norm: 2.2790 2020-07-25 23:52:19,007 - mmaction - INFO - Epoch [60][760/3757] lr: 8.746e-02, eta: 7 days, 5:11:37, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5805, loss_cls: 3.1373, loss: 3.1373, grad_norm: 2.2834 2020-07-25 23:52:34,794 - mmaction - INFO - Epoch [60][780/3757] lr: 8.746e-02, eta: 7 days, 5:11:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5766, loss_cls: 3.0778, loss: 3.0778, grad_norm: 2.2744 2020-07-25 23:52:50,724 - mmaction - INFO - Epoch [60][800/3757] lr: 8.746e-02, eta: 7 days, 5:10:51, time: 0.796, data_time: 0.010, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6008, loss_cls: 3.0327, loss: 3.0327, grad_norm: 2.2823 2020-07-25 23:53:06,527 - mmaction - INFO - Epoch [60][820/3757] lr: 8.746e-02, eta: 7 days, 5:10:27, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5695, loss_cls: 3.1616, loss: 3.1616, grad_norm: 2.2960 2020-07-25 23:53:22,313 - mmaction - INFO - Epoch [60][840/3757] lr: 8.746e-02, eta: 7 days, 5:10:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.0902, loss: 3.0902, grad_norm: 2.2345 2020-07-25 23:53:38,046 - mmaction - INFO - Epoch [60][860/3757] lr: 8.746e-02, eta: 7 days, 5:09:40, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5969, loss_cls: 3.0182, loss: 3.0182, grad_norm: 2.3193 2020-07-25 23:53:53,824 - mmaction - INFO - Epoch [60][880/3757] lr: 8.746e-02, eta: 7 days, 5:09:16, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5711, loss_cls: 3.1528, loss: 3.1528, grad_norm: 2.2895 2020-07-25 23:54:09,788 - mmaction - INFO - Epoch [60][900/3757] lr: 8.746e-02, eta: 7 days, 5:08:53, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5906, loss_cls: 3.0334, loss: 3.0334, grad_norm: 2.2400 2020-07-25 23:54:25,608 - mmaction - INFO - Epoch [60][920/3757] lr: 8.746e-02, eta: 7 days, 5:08:30, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5625, loss_cls: 3.1107, loss: 3.1107, grad_norm: 2.2650 2020-07-25 23:54:41,350 - mmaction - INFO - Epoch [60][940/3757] lr: 8.746e-02, eta: 7 days, 5:08:06, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5719, loss_cls: 3.0964, loss: 3.0964, grad_norm: 2.2885 2020-07-25 23:54:57,070 - mmaction - INFO - Epoch [60][960/3757] lr: 8.746e-02, eta: 7 days, 5:07:42, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5992, loss_cls: 3.1087, loss: 3.1087, grad_norm: 2.2868 2020-07-25 23:55:12,940 - mmaction - INFO - Epoch [60][980/3757] lr: 8.746e-02, eta: 7 days, 5:07:19, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6055, loss_cls: 2.9737, loss: 2.9737, grad_norm: 2.3451 2020-07-25 23:55:28,775 - mmaction - INFO - Epoch [60][1000/3757] lr: 8.746e-02, eta: 7 days, 5:06:56, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5852, loss_cls: 2.9969, loss: 2.9969, grad_norm: 2.2862 2020-07-25 23:55:44,522 - mmaction - INFO - Epoch [60][1020/3757] lr: 8.746e-02, eta: 7 days, 5:06:32, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5977, loss_cls: 3.0052, loss: 3.0052, grad_norm: 2.3456 2020-07-25 23:56:00,285 - mmaction - INFO - Epoch [60][1040/3757] lr: 8.746e-02, eta: 7 days, 5:06:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5797, loss_cls: 3.0102, loss: 3.0102, grad_norm: 2.3601 2020-07-25 23:56:16,071 - mmaction - INFO - Epoch [60][1060/3757] lr: 8.746e-02, eta: 7 days, 5:05:44, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6000, loss_cls: 2.9586, loss: 2.9586, grad_norm: 2.2671 2020-07-25 23:56:31,826 - mmaction - INFO - Epoch [60][1080/3757] lr: 8.746e-02, eta: 7 days, 5:05:20, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5859, loss_cls: 3.0816, loss: 3.0816, grad_norm: 2.3337 2020-07-25 23:56:47,662 - mmaction - INFO - Epoch [60][1100/3757] lr: 8.746e-02, eta: 7 days, 5:04:57, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5883, loss_cls: 2.9860, loss: 2.9860, grad_norm: 2.2491 2020-07-25 23:57:03,483 - mmaction - INFO - Epoch [60][1120/3757] lr: 8.746e-02, eta: 7 days, 5:04:34, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5453, loss_cls: 3.2052, loss: 3.2052, grad_norm: 2.2966 2020-07-25 23:57:19,257 - mmaction - INFO - Epoch [60][1140/3757] lr: 8.746e-02, eta: 7 days, 5:04:10, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5852, loss_cls: 3.0283, loss: 3.0283, grad_norm: 2.1975 2020-07-25 23:57:35,144 - mmaction - INFO - Epoch [60][1160/3757] lr: 8.746e-02, eta: 7 days, 5:03:47, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5773, loss_cls: 3.0737, loss: 3.0737, grad_norm: 2.2940 2020-07-25 23:57:50,990 - mmaction - INFO - Epoch [60][1180/3757] lr: 8.746e-02, eta: 7 days, 5:03:24, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5945, loss_cls: 3.0487, loss: 3.0487, grad_norm: 2.2998 2020-07-25 23:58:06,807 - mmaction - INFO - Epoch [60][1200/3757] lr: 8.746e-02, eta: 7 days, 5:03:00, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6023, loss_cls: 2.9908, loss: 2.9908, grad_norm: 2.3087 2020-07-25 23:58:22,585 - mmaction - INFO - Epoch [60][1220/3757] lr: 8.746e-02, eta: 7 days, 5:02:37, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5539, loss_cls: 3.1962, loss: 3.1962, grad_norm: 2.3919 2020-07-25 23:58:38,455 - mmaction - INFO - Epoch [60][1240/3757] lr: 8.746e-02, eta: 7 days, 5:02:14, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5805, loss_cls: 3.0705, loss: 3.0705, grad_norm: 2.2391 2020-07-25 23:58:54,232 - mmaction - INFO - Epoch [60][1260/3757] lr: 8.746e-02, eta: 7 days, 5:01:50, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5656, loss_cls: 3.1567, loss: 3.1567, grad_norm: 2.3252 2020-07-25 23:59:10,016 - mmaction - INFO - Epoch [60][1280/3757] lr: 8.746e-02, eta: 7 days, 5:01:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5734, loss_cls: 3.1047, loss: 3.1047, grad_norm: 2.2259 2020-07-25 23:59:25,774 - mmaction - INFO - Epoch [60][1300/3757] lr: 8.746e-02, eta: 7 days, 5:01:03, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5813, loss_cls: 3.1027, loss: 3.1027, grad_norm: 2.3099 2020-07-25 23:59:41,593 - mmaction - INFO - Epoch [60][1320/3757] lr: 8.746e-02, eta: 7 days, 5:00:39, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5680, loss_cls: 3.1481, loss: 3.1481, grad_norm: 2.2977 2020-07-25 23:59:57,348 - mmaction - INFO - Epoch [60][1340/3757] lr: 8.746e-02, eta: 7 days, 5:00:15, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5844, loss_cls: 3.0668, loss: 3.0668, grad_norm: 2.2270 2020-07-26 00:00:17,782 - mmaction - INFO - Epoch [60][1360/3757] lr: 8.746e-02, eta: 7 days, 5:00:21, time: 1.020, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5781, loss_cls: 3.0559, loss: 3.0559, grad_norm: 2.3005 2020-07-26 00:00:33,551 - mmaction - INFO - Epoch [60][1380/3757] lr: 8.746e-02, eta: 7 days, 4:59:57, time: 0.790, data_time: 0.006, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5656, loss_cls: 3.1720, loss: 3.1720, grad_norm: 2.3243 2020-07-26 00:00:49,453 - mmaction - INFO - Epoch [60][1400/3757] lr: 8.746e-02, eta: 7 days, 4:59:34, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.2922, top5_acc: 0.5453, loss_cls: 3.2500, loss: 3.2500, grad_norm: 2.2919 2020-07-26 00:01:05,195 - mmaction - INFO - Epoch [60][1420/3757] lr: 8.746e-02, eta: 7 days, 4:59:10, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5836, loss_cls: 3.0529, loss: 3.0529, grad_norm: 2.2197 2020-07-26 00:01:20,880 - mmaction - INFO - Epoch [60][1440/3757] lr: 8.746e-02, eta: 7 days, 4:58:46, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5906, loss_cls: 3.0852, loss: 3.0852, grad_norm: 2.3439 2020-07-26 00:01:36,941 - mmaction - INFO - Epoch [60][1460/3757] lr: 8.746e-02, eta: 7 days, 4:58:24, time: 0.803, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5977, loss_cls: 3.0466, loss: 3.0466, grad_norm: 2.3198 2020-07-26 00:01:53,011 - mmaction - INFO - Epoch [60][1480/3757] lr: 8.746e-02, eta: 7 days, 4:58:03, time: 0.803, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5906, loss_cls: 3.0579, loss: 3.0579, grad_norm: 2.3803 2020-07-26 00:02:08,907 - mmaction - INFO - Epoch [60][1500/3757] lr: 8.746e-02, eta: 7 days, 4:57:40, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5953, loss_cls: 3.0517, loss: 3.0517, grad_norm: 2.2998 2020-07-26 00:02:24,734 - mmaction - INFO - Epoch [60][1520/3757] lr: 8.746e-02, eta: 7 days, 4:57:16, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1641, loss: 3.1641, grad_norm: 2.3473 2020-07-26 00:02:40,533 - mmaction - INFO - Epoch [60][1540/3757] lr: 8.746e-02, eta: 7 days, 4:56:53, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5680, loss_cls: 3.2250, loss: 3.2250, grad_norm: 2.3268 2020-07-26 00:02:56,437 - mmaction - INFO - Epoch [60][1560/3757] lr: 8.746e-02, eta: 7 days, 4:56:30, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5805, loss_cls: 3.0817, loss: 3.0817, grad_norm: 2.3144 2020-07-26 00:03:12,204 - mmaction - INFO - Epoch [60][1580/3757] lr: 8.746e-02, eta: 7 days, 4:56:06, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5703, loss_cls: 3.1103, loss: 3.1103, grad_norm: 2.3119 2020-07-26 00:03:28,012 - mmaction - INFO - Epoch [60][1600/3757] lr: 8.746e-02, eta: 7 days, 4:55:43, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5719, loss_cls: 3.0825, loss: 3.0825, grad_norm: 2.3209 2020-07-26 00:03:43,852 - mmaction - INFO - Epoch [60][1620/3757] lr: 8.746e-02, eta: 7 days, 4:55:20, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5758, loss_cls: 3.0419, loss: 3.0419, grad_norm: 2.3257 2020-07-26 00:03:59,680 - mmaction - INFO - Epoch [60][1640/3757] lr: 8.746e-02, eta: 7 days, 4:54:56, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5516, loss_cls: 3.1910, loss: 3.1910, grad_norm: 2.3106 2020-07-26 00:04:15,502 - mmaction - INFO - Epoch [60][1660/3757] lr: 8.746e-02, eta: 7 days, 4:54:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5922, loss_cls: 3.0320, loss: 3.0320, grad_norm: 2.2704 2020-07-26 00:04:31,356 - mmaction - INFO - Epoch [60][1680/3757] lr: 8.746e-02, eta: 7 days, 4:54:10, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5578, loss_cls: 3.1222, loss: 3.1222, grad_norm: 2.2790 2020-07-26 00:04:47,128 - mmaction - INFO - Epoch [60][1700/3757] lr: 8.746e-02, eta: 7 days, 4:53:46, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5898, loss_cls: 3.0731, loss: 3.0731, grad_norm: 2.2302 2020-07-26 00:05:02,998 - mmaction - INFO - Epoch [60][1720/3757] lr: 8.746e-02, eta: 7 days, 4:53:23, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5813, loss_cls: 3.0879, loss: 3.0879, grad_norm: 2.3375 2020-07-26 00:05:18,682 - mmaction - INFO - Epoch [60][1740/3757] lr: 8.746e-02, eta: 7 days, 4:52:59, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5844, loss_cls: 3.1036, loss: 3.1036, grad_norm: 2.2218 2020-07-26 00:05:34,537 - mmaction - INFO - Epoch [60][1760/3757] lr: 8.746e-02, eta: 7 days, 4:52:36, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5594, loss_cls: 3.1222, loss: 3.1222, grad_norm: 2.2399 2020-07-26 00:05:50,370 - mmaction - INFO - Epoch [60][1780/3757] lr: 8.746e-02, eta: 7 days, 4:52:13, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5906, loss_cls: 2.9931, loss: 2.9931, grad_norm: 2.2215 2020-07-26 00:06:06,151 - mmaction - INFO - Epoch [60][1800/3757] lr: 8.746e-02, eta: 7 days, 4:51:49, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5703, loss_cls: 3.1101, loss: 3.1101, grad_norm: 2.3678 2020-07-26 00:06:21,970 - mmaction - INFO - Epoch [60][1820/3757] lr: 8.746e-02, eta: 7 days, 4:51:26, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5680, loss_cls: 3.1526, loss: 3.1526, grad_norm: 2.2917 2020-07-26 00:06:37,763 - mmaction - INFO - Epoch [60][1840/3757] lr: 8.746e-02, eta: 7 days, 4:51:02, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5789, loss_cls: 3.0921, loss: 3.0921, grad_norm: 2.2295 2020-07-26 00:06:53,544 - mmaction - INFO - Epoch [60][1860/3757] lr: 8.746e-02, eta: 7 days, 4:50:39, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5953, loss_cls: 2.9720, loss: 2.9720, grad_norm: 2.2652 2020-07-26 00:07:09,309 - mmaction - INFO - Epoch [60][1880/3757] lr: 8.746e-02, eta: 7 days, 4:50:15, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5883, loss_cls: 3.0456, loss: 3.0456, grad_norm: 2.3569 2020-07-26 00:07:25,133 - mmaction - INFO - Epoch [60][1900/3757] lr: 8.746e-02, eta: 7 days, 4:49:52, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.6141, loss_cls: 2.9771, loss: 2.9771, grad_norm: 2.3471 2020-07-26 00:07:40,985 - mmaction - INFO - Epoch [60][1920/3757] lr: 8.746e-02, eta: 7 days, 4:49:28, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5672, loss_cls: 3.1232, loss: 3.1232, grad_norm: 2.3471 2020-07-26 00:07:56,724 - mmaction - INFO - Epoch [60][1940/3757] lr: 8.746e-02, eta: 7 days, 4:49:05, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5734, loss_cls: 3.1055, loss: 3.1055, grad_norm: 2.2971 2020-07-26 00:08:12,495 - mmaction - INFO - Epoch [60][1960/3757] lr: 8.746e-02, eta: 7 days, 4:48:41, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5695, loss_cls: 3.1651, loss: 3.1651, grad_norm: 2.2683 2020-07-26 00:08:28,220 - mmaction - INFO - Epoch [60][1980/3757] lr: 8.746e-02, eta: 7 days, 4:48:17, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5953, loss_cls: 3.0922, loss: 3.0922, grad_norm: 2.2863 2020-07-26 00:08:43,966 - mmaction - INFO - Epoch [60][2000/3757] lr: 8.746e-02, eta: 7 days, 4:47:53, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5766, loss_cls: 3.0589, loss: 3.0589, grad_norm: 2.2627 2020-07-26 00:08:59,777 - mmaction - INFO - Epoch [60][2020/3757] lr: 8.746e-02, eta: 7 days, 4:47:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5828, loss_cls: 3.0820, loss: 3.0820, grad_norm: 2.3691 2020-07-26 00:09:15,539 - mmaction - INFO - Epoch [60][2040/3757] lr: 8.746e-02, eta: 7 days, 4:47:06, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5617, loss_cls: 3.1405, loss: 3.1405, grad_norm: 2.2710 2020-07-26 00:09:31,417 - mmaction - INFO - Epoch [60][2060/3757] lr: 8.746e-02, eta: 7 days, 4:46:43, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5773, loss_cls: 3.1050, loss: 3.1050, grad_norm: 2.3345 2020-07-26 00:09:47,284 - mmaction - INFO - Epoch [60][2080/3757] lr: 8.746e-02, eta: 7 days, 4:46:20, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.0880, loss: 3.0880, grad_norm: 2.3202 2020-07-26 00:10:03,171 - mmaction - INFO - Epoch [60][2100/3757] lr: 8.746e-02, eta: 7 days, 4:45:58, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5805, loss_cls: 3.0514, loss: 3.0514, grad_norm: 2.2380 2020-07-26 00:10:18,861 - mmaction - INFO - Epoch [60][2120/3757] lr: 8.746e-02, eta: 7 days, 4:45:33, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5867, loss_cls: 3.0805, loss: 3.0805, grad_norm: 2.2781 2020-07-26 00:10:34,725 - mmaction - INFO - Epoch [60][2140/3757] lr: 8.746e-02, eta: 7 days, 4:45:10, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5742, loss_cls: 3.1563, loss: 3.1563, grad_norm: 2.3397 2020-07-26 00:10:50,514 - mmaction - INFO - Epoch [60][2160/3757] lr: 8.746e-02, eta: 7 days, 4:44:47, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5547, loss_cls: 3.1936, loss: 3.1936, grad_norm: 2.2872 2020-07-26 00:11:06,295 - mmaction - INFO - Epoch [60][2180/3757] lr: 8.746e-02, eta: 7 days, 4:44:23, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5773, loss_cls: 3.0867, loss: 3.0867, grad_norm: 2.2957 2020-07-26 00:11:22,082 - mmaction - INFO - Epoch [60][2200/3757] lr: 8.746e-02, eta: 7 days, 4:44:00, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5797, loss_cls: 3.1182, loss: 3.1182, grad_norm: 2.3147 2020-07-26 00:11:37,891 - mmaction - INFO - Epoch [60][2220/3757] lr: 8.746e-02, eta: 7 days, 4:43:36, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5680, loss_cls: 3.0879, loss: 3.0879, grad_norm: 2.3284 2020-07-26 00:11:53,940 - mmaction - INFO - Epoch [60][2240/3757] lr: 8.746e-02, eta: 7 days, 4:43:14, time: 0.802, data_time: 0.005, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5820, loss_cls: 3.0730, loss: 3.0730, grad_norm: 2.2767 2020-07-26 00:12:09,812 - mmaction - INFO - Epoch [60][2260/3757] lr: 8.746e-02, eta: 7 days, 4:42:52, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5672, loss_cls: 3.1617, loss: 3.1617, grad_norm: 2.2547 2020-07-26 00:12:25,653 - mmaction - INFO - Epoch [60][2280/3757] lr: 8.746e-02, eta: 7 days, 4:42:29, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5898, loss_cls: 3.0452, loss: 3.0452, grad_norm: 2.2432 2020-07-26 00:12:41,554 - mmaction - INFO - Epoch [60][2300/3757] lr: 8.746e-02, eta: 7 days, 4:42:06, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5727, loss_cls: 3.0663, loss: 3.0663, grad_norm: 2.2512 2020-07-26 00:12:57,391 - mmaction - INFO - Epoch [60][2320/3757] lr: 8.746e-02, eta: 7 days, 4:41:43, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5984, loss_cls: 3.1078, loss: 3.1078, grad_norm: 2.2377 2020-07-26 00:13:13,155 - mmaction - INFO - Epoch [60][2340/3757] lr: 8.746e-02, eta: 7 days, 4:41:19, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5891, loss_cls: 3.1125, loss: 3.1125, grad_norm: 2.3167 2020-07-26 00:13:28,905 - mmaction - INFO - Epoch [60][2360/3757] lr: 8.746e-02, eta: 7 days, 4:40:55, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5867, loss_cls: 3.0821, loss: 3.0821, grad_norm: 2.3016 2020-07-26 00:13:44,699 - mmaction - INFO - Epoch [60][2380/3757] lr: 8.746e-02, eta: 7 days, 4:40:32, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5594, loss_cls: 3.2417, loss: 3.2417, grad_norm: 2.2883 2020-07-26 00:14:00,423 - mmaction - INFO - Epoch [60][2400/3757] lr: 8.746e-02, eta: 7 days, 4:40:08, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5867, loss_cls: 3.0772, loss: 3.0772, grad_norm: 2.2047 2020-07-26 00:14:16,213 - mmaction - INFO - Epoch [60][2420/3757] lr: 8.746e-02, eta: 7 days, 4:39:45, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5742, loss_cls: 3.0921, loss: 3.0921, grad_norm: 2.3097 2020-07-26 00:14:32,067 - mmaction - INFO - Epoch [60][2440/3757] lr: 8.746e-02, eta: 7 days, 4:39:21, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5687, loss_cls: 3.0894, loss: 3.0894, grad_norm: 2.3117 2020-07-26 00:14:47,882 - mmaction - INFO - Epoch [60][2460/3757] lr: 8.746e-02, eta: 7 days, 4:38:58, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5961, loss_cls: 3.0358, loss: 3.0358, grad_norm: 2.2953 2020-07-26 00:15:03,747 - mmaction - INFO - Epoch [60][2480/3757] lr: 8.746e-02, eta: 7 days, 4:38:35, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5750, loss_cls: 3.1322, loss: 3.1322, grad_norm: 2.3126 2020-07-26 00:15:19,513 - mmaction - INFO - Epoch [60][2500/3757] lr: 8.746e-02, eta: 7 days, 4:38:12, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5898, loss_cls: 3.0898, loss: 3.0898, grad_norm: 2.2559 2020-07-26 00:15:35,406 - mmaction - INFO - Epoch [60][2520/3757] lr: 8.746e-02, eta: 7 days, 4:37:49, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5727, loss_cls: 3.1230, loss: 3.1230, grad_norm: 2.3371 2020-07-26 00:15:51,236 - mmaction - INFO - Epoch [60][2540/3757] lr: 8.746e-02, eta: 7 days, 4:37:26, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5578, loss_cls: 3.1527, loss: 3.1527, grad_norm: 2.3035 2020-07-26 00:16:07,127 - mmaction - INFO - Epoch [60][2560/3757] lr: 8.746e-02, eta: 7 days, 4:37:03, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6039, loss_cls: 2.9866, loss: 2.9866, grad_norm: 2.2517 2020-07-26 00:16:23,050 - mmaction - INFO - Epoch [60][2580/3757] lr: 8.746e-02, eta: 7 days, 4:36:40, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5820, loss_cls: 3.0900, loss: 3.0900, grad_norm: 2.3811 2020-07-26 00:16:38,885 - mmaction - INFO - Epoch [60][2600/3757] lr: 8.746e-02, eta: 7 days, 4:36:17, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.1540, loss: 3.1540, grad_norm: 2.3186 2020-07-26 00:16:54,638 - mmaction - INFO - Epoch [60][2620/3757] lr: 8.746e-02, eta: 7 days, 4:35:54, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5891, loss_cls: 3.0829, loss: 3.0829, grad_norm: 2.3108 2020-07-26 00:17:10,358 - mmaction - INFO - Epoch [60][2640/3757] lr: 8.746e-02, eta: 7 days, 4:35:30, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5781, loss_cls: 3.0961, loss: 3.0961, grad_norm: 2.2567 2020-07-26 00:17:26,476 - mmaction - INFO - Epoch [60][2660/3757] lr: 8.746e-02, eta: 7 days, 4:35:08, time: 0.806, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5945, loss_cls: 3.0113, loss: 3.0113, grad_norm: 2.2971 2020-07-26 00:17:42,281 - mmaction - INFO - Epoch [60][2680/3757] lr: 8.746e-02, eta: 7 days, 4:34:45, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5656, loss_cls: 3.1392, loss: 3.1392, grad_norm: 2.3026 2020-07-26 00:17:59,057 - mmaction - INFO - Epoch [60][2700/3757] lr: 8.746e-02, eta: 7 days, 4:34:28, time: 0.838, data_time: 0.051, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5734, loss_cls: 3.1230, loss: 3.1230, grad_norm: 2.2603 2020-07-26 00:18:14,997 - mmaction - INFO - Epoch [60][2720/3757] lr: 8.746e-02, eta: 7 days, 4:34:05, time: 0.798, data_time: 0.006, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5617, loss_cls: 3.0729, loss: 3.0729, grad_norm: 2.2753 2020-07-26 00:18:31,939 - mmaction - INFO - Epoch [60][2740/3757] lr: 8.746e-02, eta: 7 days, 4:33:49, time: 0.847, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5711, loss_cls: 3.0709, loss: 3.0709, grad_norm: 2.3138 2020-07-26 00:18:48,515 - mmaction - INFO - Epoch [60][2760/3757] lr: 8.746e-02, eta: 7 days, 4:33:30, time: 0.827, data_time: 0.040, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5617, loss_cls: 3.1166, loss: 3.1166, grad_norm: 2.3068 2020-07-26 00:19:04,286 - mmaction - INFO - Epoch [60][2780/3757] lr: 8.746e-02, eta: 7 days, 4:33:07, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5930, loss_cls: 3.1140, loss: 3.1140, grad_norm: 2.3523 2020-07-26 00:19:20,051 - mmaction - INFO - Epoch [60][2800/3757] lr: 8.746e-02, eta: 7 days, 4:32:43, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5766, loss_cls: 3.0680, loss: 3.0680, grad_norm: 2.3023 2020-07-26 00:19:35,835 - mmaction - INFO - Epoch [60][2820/3757] lr: 8.746e-02, eta: 7 days, 4:32:20, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5625, loss_cls: 3.1706, loss: 3.1706, grad_norm: 2.3657 2020-07-26 00:19:51,781 - mmaction - INFO - Epoch [60][2840/3757] lr: 8.746e-02, eta: 7 days, 4:31:57, time: 0.798, data_time: 0.005, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5703, loss_cls: 3.1432, loss: 3.1432, grad_norm: 2.2832 2020-07-26 00:20:07,550 - mmaction - INFO - Epoch [60][2860/3757] lr: 8.746e-02, eta: 7 days, 4:31:34, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5773, loss_cls: 3.1463, loss: 3.1463, grad_norm: 2.2550 2020-07-26 00:20:23,350 - mmaction - INFO - Epoch [60][2880/3757] lr: 8.746e-02, eta: 7 days, 4:31:11, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5695, loss_cls: 3.1657, loss: 3.1657, grad_norm: 2.3413 2020-07-26 00:20:39,217 - mmaction - INFO - Epoch [60][2900/3757] lr: 8.746e-02, eta: 7 days, 4:30:48, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5789, loss_cls: 3.0952, loss: 3.0952, grad_norm: 2.3495 2020-07-26 00:20:54,996 - mmaction - INFO - Epoch [60][2920/3757] lr: 8.746e-02, eta: 7 days, 4:30:24, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5695, loss_cls: 3.1039, loss: 3.1039, grad_norm: 2.2633 2020-07-26 00:21:10,816 - mmaction - INFO - Epoch [60][2940/3757] lr: 8.746e-02, eta: 7 days, 4:30:01, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5961, loss_cls: 3.0074, loss: 3.0074, grad_norm: 2.3195 2020-07-26 00:21:26,625 - mmaction - INFO - Epoch [60][2960/3757] lr: 8.746e-02, eta: 7 days, 4:29:38, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5625, loss_cls: 3.1478, loss: 3.1478, grad_norm: 2.3148 2020-07-26 00:21:42,429 - mmaction - INFO - Epoch [60][2980/3757] lr: 8.746e-02, eta: 7 days, 4:29:15, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5875, loss_cls: 3.0622, loss: 3.0622, grad_norm: 2.2730 2020-07-26 00:21:58,165 - mmaction - INFO - Epoch [60][3000/3757] lr: 8.746e-02, eta: 7 days, 4:28:51, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5375, loss_cls: 3.2255, loss: 3.2255, grad_norm: 2.3417 2020-07-26 00:22:14,071 - mmaction - INFO - Epoch [60][3020/3757] lr: 8.746e-02, eta: 7 days, 4:28:28, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5742, loss_cls: 3.0892, loss: 3.0892, grad_norm: 2.2493 2020-07-26 00:22:29,931 - mmaction - INFO - Epoch [60][3040/3757] lr: 8.746e-02, eta: 7 days, 4:28:05, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5633, loss_cls: 3.2408, loss: 3.2408, grad_norm: 2.2796 2020-07-26 00:22:45,806 - mmaction - INFO - Epoch [60][3060/3757] lr: 8.746e-02, eta: 7 days, 4:27:42, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5961, loss_cls: 3.0984, loss: 3.0984, grad_norm: 2.2418 2020-07-26 00:23:01,698 - mmaction - INFO - Epoch [60][3080/3757] lr: 8.746e-02, eta: 7 days, 4:27:20, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.0197, loss: 3.0197, grad_norm: 2.2461 2020-07-26 00:23:17,497 - mmaction - INFO - Epoch [60][3100/3757] lr: 8.746e-02, eta: 7 days, 4:26:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5898, loss_cls: 3.0037, loss: 3.0037, grad_norm: 2.2846 2020-07-26 00:23:33,346 - mmaction - INFO - Epoch [60][3120/3757] lr: 8.746e-02, eta: 7 days, 4:26:33, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5656, loss_cls: 3.1387, loss: 3.1387, grad_norm: 2.2603 2020-07-26 00:23:49,226 - mmaction - INFO - Epoch [60][3140/3757] lr: 8.746e-02, eta: 7 days, 4:26:11, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5719, loss_cls: 3.1069, loss: 3.1069, grad_norm: 2.2540 2020-07-26 00:24:05,081 - mmaction - INFO - Epoch [60][3160/3757] lr: 8.746e-02, eta: 7 days, 4:25:48, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0509, loss: 3.0509, grad_norm: 2.2859 2020-07-26 00:24:20,860 - mmaction - INFO - Epoch [60][3180/3757] lr: 8.746e-02, eta: 7 days, 4:25:24, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5727, loss_cls: 3.0891, loss: 3.0891, grad_norm: 2.3249 2020-07-26 00:24:36,669 - mmaction - INFO - Epoch [60][3200/3757] lr: 8.746e-02, eta: 7 days, 4:25:01, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5680, loss_cls: 3.1111, loss: 3.1111, grad_norm: 2.2470 2020-07-26 00:24:52,469 - mmaction - INFO - Epoch [60][3220/3757] lr: 8.746e-02, eta: 7 days, 4:24:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6055, loss_cls: 2.9510, loss: 2.9510, grad_norm: 2.3095 2020-07-26 00:25:08,292 - mmaction - INFO - Epoch [60][3240/3757] lr: 8.746e-02, eta: 7 days, 4:24:15, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5875, loss_cls: 3.0819, loss: 3.0819, grad_norm: 2.2661 2020-07-26 00:25:24,058 - mmaction - INFO - Epoch [60][3260/3757] lr: 8.746e-02, eta: 7 days, 4:23:51, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5867, loss_cls: 3.0556, loss: 3.0556, grad_norm: 2.2502 2020-07-26 00:25:39,861 - mmaction - INFO - Epoch [60][3280/3757] lr: 8.746e-02, eta: 7 days, 4:23:28, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5680, loss_cls: 3.1133, loss: 3.1133, grad_norm: 2.2693 2020-07-26 00:25:55,734 - mmaction - INFO - Epoch [60][3300/3757] lr: 8.746e-02, eta: 7 days, 4:23:05, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5781, loss_cls: 3.1136, loss: 3.1136, grad_norm: 2.2671 2020-07-26 00:26:11,503 - mmaction - INFO - Epoch [60][3320/3757] lr: 8.746e-02, eta: 7 days, 4:22:42, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5758, loss_cls: 3.1345, loss: 3.1345, grad_norm: 2.4039 2020-07-26 00:26:27,339 - mmaction - INFO - Epoch [60][3340/3757] lr: 8.746e-02, eta: 7 days, 4:22:18, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5758, loss_cls: 3.0740, loss: 3.0740, grad_norm: 2.2586 2020-07-26 00:26:43,256 - mmaction - INFO - Epoch [60][3360/3757] lr: 8.746e-02, eta: 7 days, 4:21:56, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5938, loss_cls: 3.1063, loss: 3.1063, grad_norm: 2.2669 2020-07-26 00:26:59,090 - mmaction - INFO - Epoch [60][3380/3757] lr: 8.746e-02, eta: 7 days, 4:21:33, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5352, loss_cls: 3.2451, loss: 3.2451, grad_norm: 2.2804 2020-07-26 00:27:14,878 - mmaction - INFO - Epoch [60][3400/3757] lr: 8.746e-02, eta: 7 days, 4:21:09, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5797, loss_cls: 3.0386, loss: 3.0386, grad_norm: 2.2758 2020-07-26 00:27:30,625 - mmaction - INFO - Epoch [60][3420/3757] lr: 8.746e-02, eta: 7 days, 4:20:46, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5906, loss_cls: 3.0274, loss: 3.0274, grad_norm: 2.2201 2020-07-26 00:27:46,411 - mmaction - INFO - Epoch [60][3440/3757] lr: 8.746e-02, eta: 7 days, 4:20:22, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5898, loss_cls: 3.0480, loss: 3.0480, grad_norm: 2.3390 2020-07-26 00:28:02,284 - mmaction - INFO - Epoch [60][3460/3757] lr: 8.746e-02, eta: 7 days, 4:20:00, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5898, loss_cls: 3.1107, loss: 3.1107, grad_norm: 2.3079 2020-07-26 00:28:18,243 - mmaction - INFO - Epoch [60][3480/3757] lr: 8.746e-02, eta: 7 days, 4:19:38, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5961, loss_cls: 3.0189, loss: 3.0189, grad_norm: 2.3375 2020-07-26 00:28:33,957 - mmaction - INFO - Epoch [60][3500/3757] lr: 8.746e-02, eta: 7 days, 4:19:14, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6148, loss_cls: 3.0104, loss: 3.0104, grad_norm: 2.3168 2020-07-26 00:28:49,697 - mmaction - INFO - Epoch [60][3520/3757] lr: 8.746e-02, eta: 7 days, 4:18:50, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5805, loss_cls: 3.1046, loss: 3.1046, grad_norm: 2.2828 2020-07-26 00:29:05,461 - mmaction - INFO - Epoch [60][3540/3757] lr: 8.746e-02, eta: 7 days, 4:18:27, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5570, loss_cls: 3.1617, loss: 3.1617, grad_norm: 2.3380 2020-07-26 00:29:21,227 - mmaction - INFO - Epoch [60][3560/3757] lr: 8.746e-02, eta: 7 days, 4:18:03, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5859, loss_cls: 3.0954, loss: 3.0954, grad_norm: 2.3000 2020-07-26 00:29:37,028 - mmaction - INFO - Epoch [60][3580/3757] lr: 8.746e-02, eta: 7 days, 4:17:40, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5695, loss_cls: 3.0684, loss: 3.0684, grad_norm: 2.2726 2020-07-26 00:29:52,886 - mmaction - INFO - Epoch [60][3600/3757] lr: 8.746e-02, eta: 7 days, 4:17:17, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5922, loss_cls: 3.0547, loss: 3.0547, grad_norm: 2.2850 2020-07-26 00:30:08,638 - mmaction - INFO - Epoch [60][3620/3757] lr: 8.746e-02, eta: 7 days, 4:16:54, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.1159, loss: 3.1159, grad_norm: 2.3699 2020-07-26 00:30:24,478 - mmaction - INFO - Epoch [60][3640/3757] lr: 8.746e-02, eta: 7 days, 4:16:30, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5867, loss_cls: 3.0778, loss: 3.0778, grad_norm: 2.2519 2020-07-26 00:30:40,263 - mmaction - INFO - Epoch [60][3660/3757] lr: 8.746e-02, eta: 7 days, 4:16:07, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5703, loss_cls: 3.0907, loss: 3.0907, grad_norm: 2.3241 2020-07-26 00:30:56,056 - mmaction - INFO - Epoch [60][3680/3757] lr: 8.746e-02, eta: 7 days, 4:15:44, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2867, top5_acc: 0.5477, loss_cls: 3.2638, loss: 3.2638, grad_norm: 2.3091 2020-07-26 00:31:11,883 - mmaction - INFO - Epoch [60][3700/3757] lr: 8.746e-02, eta: 7 days, 4:15:21, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6039, loss_cls: 2.9567, loss: 2.9567, grad_norm: 2.1531 2020-07-26 00:31:27,690 - mmaction - INFO - Epoch [60][3720/3757] lr: 8.746e-02, eta: 7 days, 4:14:58, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5484, loss_cls: 3.1685, loss: 3.1685, grad_norm: 2.3153 2020-07-26 00:31:43,535 - mmaction - INFO - Epoch [60][3740/3757] lr: 8.746e-02, eta: 7 days, 4:14:35, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5703, loss_cls: 3.2131, loss: 3.2131, grad_norm: 2.2382 2020-07-26 00:32:03,810 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-07-26 00:35:02,790 - mmaction - INFO - Epoch [61][20/3757] lr: 8.705e-02, eta: 7 days, 4:28:58, time: 8.862, data_time: 7.967, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5813, loss_cls: 3.0364, loss: 3.0364, grad_norm: 2.2238 2020-07-26 00:35:18,524 - mmaction - INFO - Epoch [61][40/3757] lr: 8.705e-02, eta: 7 days, 4:28:34, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6109, loss_cls: 2.9706, loss: 2.9706, grad_norm: 2.2958 2020-07-26 00:35:34,381 - mmaction - INFO - Epoch [61][60/3757] lr: 8.705e-02, eta: 7 days, 4:28:11, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5656, loss_cls: 3.1425, loss: 3.1425, grad_norm: 2.3005 2020-07-26 00:35:50,148 - mmaction - INFO - Epoch [61][80/3757] lr: 8.705e-02, eta: 7 days, 4:27:48, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5781, loss_cls: 3.1093, loss: 3.1093, grad_norm: 2.2875 2020-07-26 00:36:05,961 - mmaction - INFO - Epoch [61][100/3757] lr: 8.705e-02, eta: 7 days, 4:27:24, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5805, loss_cls: 3.0968, loss: 3.0968, grad_norm: 2.2539 2020-07-26 00:36:22,939 - mmaction - INFO - Epoch [61][120/3757] lr: 8.705e-02, eta: 7 days, 4:27:08, time: 0.848, data_time: 0.063, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6000, loss_cls: 2.9719, loss: 2.9719, grad_norm: 2.2815 2020-07-26 00:36:38,783 - mmaction - INFO - Epoch [61][140/3757] lr: 8.705e-02, eta: 7 days, 4:26:45, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5836, loss_cls: 3.0656, loss: 3.0656, grad_norm: 2.2879 2020-07-26 00:36:54,581 - mmaction - INFO - Epoch [61][160/3757] lr: 8.705e-02, eta: 7 days, 4:26:22, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5805, loss_cls: 3.0127, loss: 3.0127, grad_norm: 2.2649 2020-07-26 00:37:10,325 - mmaction - INFO - Epoch [61][180/3757] lr: 8.705e-02, eta: 7 days, 4:25:58, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5977, loss_cls: 3.0168, loss: 3.0168, grad_norm: 2.2729 2020-07-26 00:37:26,325 - mmaction - INFO - Epoch [61][200/3757] lr: 8.705e-02, eta: 7 days, 4:25:36, time: 0.800, data_time: 0.010, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5781, loss_cls: 3.0982, loss: 3.0982, grad_norm: 2.2748 2020-07-26 00:37:42,132 - mmaction - INFO - Epoch [61][220/3757] lr: 8.705e-02, eta: 7 days, 4:25:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5680, loss_cls: 3.1891, loss: 3.1891, grad_norm: 2.3090 2020-07-26 00:37:57,900 - mmaction - INFO - Epoch [61][240/3757] lr: 8.705e-02, eta: 7 days, 4:24:49, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5906, loss_cls: 3.0923, loss: 3.0923, grad_norm: 2.2451 2020-07-26 00:38:13,660 - mmaction - INFO - Epoch [61][260/3757] lr: 8.705e-02, eta: 7 days, 4:24:25, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6055, loss_cls: 2.9337, loss: 2.9337, grad_norm: 2.2590 2020-07-26 00:38:29,472 - mmaction - INFO - Epoch [61][280/3757] lr: 8.705e-02, eta: 7 days, 4:24:02, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5766, loss_cls: 3.1248, loss: 3.1248, grad_norm: 2.3700 2020-07-26 00:38:45,297 - mmaction - INFO - Epoch [61][300/3757] lr: 8.705e-02, eta: 7 days, 4:23:39, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5805, loss_cls: 3.1083, loss: 3.1083, grad_norm: 2.2693 2020-07-26 00:39:01,195 - mmaction - INFO - Epoch [61][320/3757] lr: 8.705e-02, eta: 7 days, 4:23:16, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5742, loss_cls: 3.0690, loss: 3.0690, grad_norm: 2.2474 2020-07-26 00:39:16,980 - mmaction - INFO - Epoch [61][340/3757] lr: 8.705e-02, eta: 7 days, 4:22:53, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5703, loss_cls: 3.1817, loss: 3.1817, grad_norm: 2.2855 2020-07-26 00:39:32,875 - mmaction - INFO - Epoch [61][360/3757] lr: 8.705e-02, eta: 7 days, 4:22:30, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5742, loss_cls: 3.0592, loss: 3.0592, grad_norm: 2.2584 2020-07-26 00:39:48,720 - mmaction - INFO - Epoch [61][380/3757] lr: 8.705e-02, eta: 7 days, 4:22:07, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6031, loss_cls: 2.9437, loss: 2.9437, grad_norm: 2.2903 2020-07-26 00:40:04,587 - mmaction - INFO - Epoch [61][400/3757] lr: 8.705e-02, eta: 7 days, 4:21:44, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5875, loss_cls: 3.0523, loss: 3.0523, grad_norm: 2.3318 2020-07-26 00:40:20,360 - mmaction - INFO - Epoch [61][420/3757] lr: 8.705e-02, eta: 7 days, 4:21:20, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5891, loss_cls: 3.1223, loss: 3.1223, grad_norm: 2.2835 2020-07-26 00:40:36,202 - mmaction - INFO - Epoch [61][440/3757] lr: 8.705e-02, eta: 7 days, 4:20:57, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5766, loss_cls: 3.1234, loss: 3.1234, grad_norm: 2.2590 2020-07-26 00:40:52,019 - mmaction - INFO - Epoch [61][460/3757] lr: 8.705e-02, eta: 7 days, 4:20:34, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5773, loss_cls: 3.0588, loss: 3.0588, grad_norm: 2.2289 2020-07-26 00:41:07,834 - mmaction - INFO - Epoch [61][480/3757] lr: 8.705e-02, eta: 7 days, 4:20:11, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5922, loss_cls: 3.0639, loss: 3.0639, grad_norm: 2.3245 2020-07-26 00:41:23,721 - mmaction - INFO - Epoch [61][500/3757] lr: 8.705e-02, eta: 7 days, 4:19:48, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5695, loss_cls: 3.1453, loss: 3.1453, grad_norm: 2.3048 2020-07-26 00:41:39,521 - mmaction - INFO - Epoch [61][520/3757] lr: 8.705e-02, eta: 7 days, 4:19:25, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5766, loss_cls: 3.1483, loss: 3.1483, grad_norm: 2.3764 2020-07-26 00:41:55,338 - mmaction - INFO - Epoch [61][540/3757] lr: 8.705e-02, eta: 7 days, 4:19:02, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5836, loss_cls: 3.1176, loss: 3.1176, grad_norm: 2.3185 2020-07-26 00:42:11,232 - mmaction - INFO - Epoch [61][560/3757] lr: 8.705e-02, eta: 7 days, 4:18:39, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5906, loss_cls: 3.0396, loss: 3.0396, grad_norm: 2.2618 2020-07-26 00:42:27,121 - mmaction - INFO - Epoch [61][580/3757] lr: 8.705e-02, eta: 7 days, 4:18:16, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5828, loss_cls: 3.0211, loss: 3.0211, grad_norm: 2.2655 2020-07-26 00:42:42,947 - mmaction - INFO - Epoch [61][600/3757] lr: 8.705e-02, eta: 7 days, 4:17:53, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5602, loss_cls: 3.1311, loss: 3.1311, grad_norm: 2.3112 2020-07-26 00:42:58,789 - mmaction - INFO - Epoch [61][620/3757] lr: 8.705e-02, eta: 7 days, 4:17:30, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5898, loss_cls: 3.0240, loss: 3.0240, grad_norm: 2.3430 2020-07-26 00:43:14,631 - mmaction - INFO - Epoch [61][640/3757] lr: 8.705e-02, eta: 7 days, 4:17:07, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5922, loss_cls: 3.0774, loss: 3.0774, grad_norm: 2.3566 2020-07-26 00:43:30,411 - mmaction - INFO - Epoch [61][660/3757] lr: 8.705e-02, eta: 7 days, 4:16:43, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2953, top5_acc: 0.5586, loss_cls: 3.1477, loss: 3.1477, grad_norm: 2.2839 2020-07-26 00:43:46,219 - mmaction - INFO - Epoch [61][680/3757] lr: 8.705e-02, eta: 7 days, 4:16:20, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5477, loss_cls: 3.2061, loss: 3.2061, grad_norm: 2.3155 2020-07-26 00:44:02,152 - mmaction - INFO - Epoch [61][700/3757] lr: 8.705e-02, eta: 7 days, 4:15:58, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5828, loss_cls: 3.0686, loss: 3.0686, grad_norm: 2.2827 2020-07-26 00:44:17,993 - mmaction - INFO - Epoch [61][720/3757] lr: 8.705e-02, eta: 7 days, 4:15:34, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5945, loss_cls: 3.0641, loss: 3.0641, grad_norm: 2.3032 2020-07-26 00:44:33,869 - mmaction - INFO - Epoch [61][740/3757] lr: 8.705e-02, eta: 7 days, 4:15:12, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5773, loss_cls: 3.1234, loss: 3.1234, grad_norm: 2.3052 2020-07-26 00:44:49,711 - mmaction - INFO - Epoch [61][760/3757] lr: 8.705e-02, eta: 7 days, 4:14:49, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5852, loss_cls: 3.1110, loss: 3.1110, grad_norm: 2.3002 2020-07-26 00:45:05,516 - mmaction - INFO - Epoch [61][780/3757] lr: 8.705e-02, eta: 7 days, 4:14:25, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5742, loss_cls: 3.1249, loss: 3.1249, grad_norm: 2.3765 2020-07-26 00:45:21,322 - mmaction - INFO - Epoch [61][800/3757] lr: 8.705e-02, eta: 7 days, 4:14:02, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5844, loss_cls: 3.0746, loss: 3.0746, grad_norm: 2.3347 2020-07-26 00:45:37,153 - mmaction - INFO - Epoch [61][820/3757] lr: 8.705e-02, eta: 7 days, 4:13:39, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5836, loss_cls: 3.0823, loss: 3.0823, grad_norm: 2.2860 2020-07-26 00:45:52,948 - mmaction - INFO - Epoch [61][840/3757] lr: 8.705e-02, eta: 7 days, 4:13:16, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.6016, loss_cls: 3.0332, loss: 3.0332, grad_norm: 2.2835 2020-07-26 00:46:08,703 - mmaction - INFO - Epoch [61][860/3757] lr: 8.705e-02, eta: 7 days, 4:12:52, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5891, loss_cls: 3.1258, loss: 3.1258, grad_norm: 2.2871 2020-07-26 00:46:24,526 - mmaction - INFO - Epoch [61][880/3757] lr: 8.705e-02, eta: 7 days, 4:12:29, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5836, loss_cls: 3.1012, loss: 3.1012, grad_norm: 2.2797 2020-07-26 00:46:40,440 - mmaction - INFO - Epoch [61][900/3757] lr: 8.705e-02, eta: 7 days, 4:12:06, time: 0.797, data_time: 0.005, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5844, loss_cls: 3.1237, loss: 3.1237, grad_norm: 2.2690 2020-07-26 00:46:56,176 - mmaction - INFO - Epoch [61][920/3757] lr: 8.705e-02, eta: 7 days, 4:11:43, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5914, loss_cls: 3.0500, loss: 3.0500, grad_norm: 2.2159 2020-07-26 00:47:11,952 - mmaction - INFO - Epoch [61][940/3757] lr: 8.705e-02, eta: 7 days, 4:11:19, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5766, loss_cls: 3.1347, loss: 3.1347, grad_norm: 2.3350 2020-07-26 00:47:27,737 - mmaction - INFO - Epoch [61][960/3757] lr: 8.705e-02, eta: 7 days, 4:10:56, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5938, loss_cls: 3.0423, loss: 3.0423, grad_norm: 2.3072 2020-07-26 00:47:43,660 - mmaction - INFO - Epoch [61][980/3757] lr: 8.705e-02, eta: 7 days, 4:10:33, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 2.9838, loss: 2.9838, grad_norm: 2.3515 2020-07-26 00:47:59,381 - mmaction - INFO - Epoch [61][1000/3757] lr: 8.705e-02, eta: 7 days, 4:10:10, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5961, loss_cls: 3.0160, loss: 3.0160, grad_norm: 2.3140 2020-07-26 00:48:15,164 - mmaction - INFO - Epoch [61][1020/3757] lr: 8.705e-02, eta: 7 days, 4:09:46, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5844, loss_cls: 3.1318, loss: 3.1318, grad_norm: 2.3325 2020-07-26 00:48:30,960 - mmaction - INFO - Epoch [61][1040/3757] lr: 8.705e-02, eta: 7 days, 4:09:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5969, loss_cls: 2.9899, loss: 2.9899, grad_norm: 2.2560 2020-07-26 00:48:46,830 - mmaction - INFO - Epoch [61][1060/3757] lr: 8.705e-02, eta: 7 days, 4:09:00, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5758, loss_cls: 3.0366, loss: 3.0366, grad_norm: 2.3004 2020-07-26 00:49:02,851 - mmaction - INFO - Epoch [61][1080/3757] lr: 8.705e-02, eta: 7 days, 4:08:38, time: 0.799, data_time: 0.013, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5617, loss_cls: 3.2499, loss: 3.2499, grad_norm: 2.3254 2020-07-26 00:49:18,681 - mmaction - INFO - Epoch [61][1100/3757] lr: 8.705e-02, eta: 7 days, 4:08:15, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5875, loss_cls: 3.1510, loss: 3.1510, grad_norm: 2.2664 2020-07-26 00:49:34,517 - mmaction - INFO - Epoch [61][1120/3757] lr: 8.705e-02, eta: 7 days, 4:07:52, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.1011, loss: 3.1011, grad_norm: 2.2666 2020-07-26 00:49:50,307 - mmaction - INFO - Epoch [61][1140/3757] lr: 8.705e-02, eta: 7 days, 4:07:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.0487, loss: 3.0487, grad_norm: 2.2810 2020-07-26 00:50:06,184 - mmaction - INFO - Epoch [61][1160/3757] lr: 8.705e-02, eta: 7 days, 4:07:06, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5797, loss_cls: 3.0833, loss: 3.0833, grad_norm: 2.2896 2020-07-26 00:50:21,895 - mmaction - INFO - Epoch [61][1180/3757] lr: 8.705e-02, eta: 7 days, 4:06:42, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5633, loss_cls: 3.1494, loss: 3.1494, grad_norm: 2.3286 2020-07-26 00:50:37,741 - mmaction - INFO - Epoch [61][1200/3757] lr: 8.705e-02, eta: 7 days, 4:06:19, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5727, loss_cls: 3.1085, loss: 3.1085, grad_norm: 2.3591 2020-07-26 00:50:53,521 - mmaction - INFO - Epoch [61][1220/3757] lr: 8.705e-02, eta: 7 days, 4:05:56, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5680, loss_cls: 3.0426, loss: 3.0426, grad_norm: 2.3353 2020-07-26 00:51:09,378 - mmaction - INFO - Epoch [61][1240/3757] lr: 8.705e-02, eta: 7 days, 4:05:33, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5875, loss_cls: 3.0685, loss: 3.0685, grad_norm: 2.2833 2020-07-26 00:51:25,212 - mmaction - INFO - Epoch [61][1260/3757] lr: 8.705e-02, eta: 7 days, 4:05:10, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5867, loss_cls: 3.0950, loss: 3.0950, grad_norm: 2.2645 2020-07-26 00:51:41,047 - mmaction - INFO - Epoch [61][1280/3757] lr: 8.705e-02, eta: 7 days, 4:04:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5820, loss_cls: 3.0705, loss: 3.0705, grad_norm: 2.2984 2020-07-26 00:51:56,971 - mmaction - INFO - Epoch [61][1300/3757] lr: 8.705e-02, eta: 7 days, 4:04:24, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5797, loss_cls: 3.0707, loss: 3.0707, grad_norm: 2.3366 2020-07-26 00:52:12,804 - mmaction - INFO - Epoch [61][1320/3757] lr: 8.705e-02, eta: 7 days, 4:04:01, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.1244, loss: 3.1244, grad_norm: 2.3259 2020-07-26 00:52:28,616 - mmaction - INFO - Epoch [61][1340/3757] lr: 8.705e-02, eta: 7 days, 4:03:38, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5680, loss_cls: 3.0762, loss: 3.0762, grad_norm: 2.3186 2020-07-26 00:52:44,374 - mmaction - INFO - Epoch [61][1360/3757] lr: 8.705e-02, eta: 7 days, 4:03:15, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5727, loss_cls: 3.0906, loss: 3.0906, grad_norm: 2.3297 2020-07-26 00:53:00,199 - mmaction - INFO - Epoch [61][1380/3757] lr: 8.705e-02, eta: 7 days, 4:02:51, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5727, loss_cls: 3.0717, loss: 3.0717, grad_norm: 2.2796 2020-07-26 00:53:16,120 - mmaction - INFO - Epoch [61][1400/3757] lr: 8.705e-02, eta: 7 days, 4:02:29, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5805, loss_cls: 3.0980, loss: 3.0980, grad_norm: 2.3031 2020-07-26 00:53:31,959 - mmaction - INFO - Epoch [61][1420/3757] lr: 8.705e-02, eta: 7 days, 4:02:06, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5773, loss_cls: 3.1293, loss: 3.1293, grad_norm: 2.2352 2020-07-26 00:53:47,728 - mmaction - INFO - Epoch [61][1440/3757] lr: 8.705e-02, eta: 7 days, 4:01:43, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5828, loss_cls: 3.0787, loss: 3.0787, grad_norm: 2.2666 2020-07-26 00:54:03,520 - mmaction - INFO - Epoch [61][1460/3757] lr: 8.705e-02, eta: 7 days, 4:01:20, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5969, loss_cls: 3.0975, loss: 3.0975, grad_norm: 2.3021 2020-07-26 00:54:19,379 - mmaction - INFO - Epoch [61][1480/3757] lr: 8.705e-02, eta: 7 days, 4:00:57, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5727, loss_cls: 3.0870, loss: 3.0870, grad_norm: 2.2892 2020-07-26 00:54:35,204 - mmaction - INFO - Epoch [61][1500/3757] lr: 8.705e-02, eta: 7 days, 4:00:34, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5914, loss_cls: 3.0901, loss: 3.0901, grad_norm: 2.3311 2020-07-26 00:54:51,026 - mmaction - INFO - Epoch [61][1520/3757] lr: 8.705e-02, eta: 7 days, 4:00:11, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5758, loss_cls: 3.0417, loss: 3.0417, grad_norm: 2.2484 2020-07-26 00:55:06,925 - mmaction - INFO - Epoch [61][1540/3757] lr: 8.705e-02, eta: 7 days, 3:59:48, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6062, loss_cls: 3.0038, loss: 3.0038, grad_norm: 2.2490 2020-07-26 00:55:22,727 - mmaction - INFO - Epoch [61][1560/3757] lr: 8.705e-02, eta: 7 days, 3:59:24, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5875, loss_cls: 3.0399, loss: 3.0399, grad_norm: 2.2889 2020-07-26 00:55:38,539 - mmaction - INFO - Epoch [61][1580/3757] lr: 8.705e-02, eta: 7 days, 3:59:02, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5898, loss_cls: 3.0825, loss: 3.0825, grad_norm: 2.2968 2020-07-26 00:55:54,329 - mmaction - INFO - Epoch [61][1600/3757] lr: 8.705e-02, eta: 7 days, 3:58:38, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5766, loss_cls: 3.1198, loss: 3.1198, grad_norm: 2.3112 2020-07-26 00:56:10,163 - mmaction - INFO - Epoch [61][1620/3757] lr: 8.705e-02, eta: 7 days, 3:58:15, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5828, loss_cls: 3.0992, loss: 3.0992, grad_norm: 2.3068 2020-07-26 00:56:25,976 - mmaction - INFO - Epoch [61][1640/3757] lr: 8.705e-02, eta: 7 days, 3:57:52, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5750, loss_cls: 3.0915, loss: 3.0915, grad_norm: 2.2729 2020-07-26 00:56:41,790 - mmaction - INFO - Epoch [61][1660/3757] lr: 8.705e-02, eta: 7 days, 3:57:29, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5789, loss_cls: 3.1047, loss: 3.1047, grad_norm: 2.3268 2020-07-26 00:56:57,675 - mmaction - INFO - Epoch [61][1680/3757] lr: 8.705e-02, eta: 7 days, 3:57:06, time: 0.793, data_time: 0.002, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.1577, loss: 3.1577, grad_norm: 2.3973 2020-07-26 00:57:13,432 - mmaction - INFO - Epoch [61][1700/3757] lr: 8.705e-02, eta: 7 days, 3:56:43, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5891, loss_cls: 3.1005, loss: 3.1005, grad_norm: 2.3275 2020-07-26 00:57:29,323 - mmaction - INFO - Epoch [61][1720/3757] lr: 8.705e-02, eta: 7 days, 3:56:20, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5859, loss_cls: 3.0887, loss: 3.0887, grad_norm: 2.3060 2020-07-26 00:57:44,987 - mmaction - INFO - Epoch [61][1740/3757] lr: 8.705e-02, eta: 7 days, 3:55:56, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5781, loss_cls: 3.0558, loss: 3.0558, grad_norm: 2.3162 2020-07-26 00:58:00,760 - mmaction - INFO - Epoch [61][1760/3757] lr: 8.705e-02, eta: 7 days, 3:55:33, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5914, loss_cls: 3.0176, loss: 3.0176, grad_norm: 2.2570 2020-07-26 00:58:16,815 - mmaction - INFO - Epoch [61][1780/3757] lr: 8.705e-02, eta: 7 days, 3:55:11, time: 0.803, data_time: 0.011, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5734, loss_cls: 3.1493, loss: 3.1493, grad_norm: 2.3559 2020-07-26 00:58:32,686 - mmaction - INFO - Epoch [61][1800/3757] lr: 8.705e-02, eta: 7 days, 3:54:49, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5883, loss_cls: 3.0953, loss: 3.0953, grad_norm: 2.3116 2020-07-26 00:58:48,409 - mmaction - INFO - Epoch [61][1820/3757] lr: 8.705e-02, eta: 7 days, 3:54:25, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6062, loss_cls: 3.0102, loss: 3.0102, grad_norm: 2.2829 2020-07-26 00:59:04,195 - mmaction - INFO - Epoch [61][1840/3757] lr: 8.705e-02, eta: 7 days, 3:54:02, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5750, loss_cls: 3.1470, loss: 3.1470, grad_norm: 2.3317 2020-07-26 00:59:20,073 - mmaction - INFO - Epoch [61][1860/3757] lr: 8.705e-02, eta: 7 days, 3:53:39, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0459, loss: 3.0459, grad_norm: 2.2793 2020-07-26 00:59:35,929 - mmaction - INFO - Epoch [61][1880/3757] lr: 8.705e-02, eta: 7 days, 3:53:16, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5922, loss_cls: 3.0216, loss: 3.0216, grad_norm: 2.2895 2020-07-26 00:59:51,789 - mmaction - INFO - Epoch [61][1900/3757] lr: 8.705e-02, eta: 7 days, 3:52:53, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5906, loss_cls: 3.0960, loss: 3.0960, grad_norm: 2.3354 2020-07-26 01:00:13,163 - mmaction - INFO - Epoch [61][1920/3757] lr: 8.705e-02, eta: 7 days, 3:53:03, time: 1.067, data_time: 0.006, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1044, loss: 3.1044, grad_norm: 2.3259 2020-07-26 01:00:29,072 - mmaction - INFO - Epoch [61][1940/3757] lr: 8.705e-02, eta: 7 days, 3:52:41, time: 0.798, data_time: 0.008, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5859, loss_cls: 3.0585, loss: 3.0585, grad_norm: 2.3268 2020-07-26 01:00:44,908 - mmaction - INFO - Epoch [61][1960/3757] lr: 8.705e-02, eta: 7 days, 3:52:18, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5734, loss_cls: 3.0750, loss: 3.0750, grad_norm: 2.2977 2020-07-26 01:01:00,677 - mmaction - INFO - Epoch [61][1980/3757] lr: 8.705e-02, eta: 7 days, 3:51:55, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5594, loss_cls: 3.1239, loss: 3.1239, grad_norm: 2.2493 2020-07-26 01:01:16,505 - mmaction - INFO - Epoch [61][2000/3757] lr: 8.705e-02, eta: 7 days, 3:51:32, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5719, loss_cls: 3.1076, loss: 3.1076, grad_norm: 2.2881 2020-07-26 01:01:32,207 - mmaction - INFO - Epoch [61][2020/3757] lr: 8.705e-02, eta: 7 days, 3:51:08, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5984, loss_cls: 3.0501, loss: 3.0501, grad_norm: 2.3397 2020-07-26 01:01:48,033 - mmaction - INFO - Epoch [61][2040/3757] lr: 8.705e-02, eta: 7 days, 3:50:45, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5852, loss_cls: 3.0516, loss: 3.0516, grad_norm: 2.2694 2020-07-26 01:02:03,758 - mmaction - INFO - Epoch [61][2060/3757] lr: 8.705e-02, eta: 7 days, 3:50:22, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5852, loss_cls: 3.0975, loss: 3.0975, grad_norm: 2.3354 2020-07-26 01:02:19,564 - mmaction - INFO - Epoch [61][2080/3757] lr: 8.705e-02, eta: 7 days, 3:49:58, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6031, loss_cls: 3.0495, loss: 3.0495, grad_norm: 2.3437 2020-07-26 01:02:35,325 - mmaction - INFO - Epoch [61][2100/3757] lr: 8.705e-02, eta: 7 days, 3:49:35, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5555, loss_cls: 3.2199, loss: 3.2199, grad_norm: 2.3081 2020-07-26 01:02:51,117 - mmaction - INFO - Epoch [61][2120/3757] lr: 8.705e-02, eta: 7 days, 3:49:12, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5687, loss_cls: 3.1371, loss: 3.1371, grad_norm: 2.2368 2020-07-26 01:03:06,943 - mmaction - INFO - Epoch [61][2140/3757] lr: 8.705e-02, eta: 7 days, 3:48:49, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5703, loss_cls: 3.1542, loss: 3.1542, grad_norm: 2.2411 2020-07-26 01:03:22,724 - mmaction - INFO - Epoch [61][2160/3757] lr: 8.705e-02, eta: 7 days, 3:48:26, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5773, loss_cls: 3.0515, loss: 3.0515, grad_norm: 2.3028 2020-07-26 01:03:38,574 - mmaction - INFO - Epoch [61][2180/3757] lr: 8.705e-02, eta: 7 days, 3:48:03, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6102, loss_cls: 2.9665, loss: 2.9665, grad_norm: 2.2716 2020-07-26 01:03:54,307 - mmaction - INFO - Epoch [61][2200/3757] lr: 8.705e-02, eta: 7 days, 3:47:39, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5727, loss_cls: 3.0942, loss: 3.0942, grad_norm: 2.3264 2020-07-26 01:04:10,151 - mmaction - INFO - Epoch [61][2220/3757] lr: 8.705e-02, eta: 7 days, 3:47:16, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5844, loss_cls: 3.0976, loss: 3.0976, grad_norm: 2.3312 2020-07-26 01:04:25,985 - mmaction - INFO - Epoch [61][2240/3757] lr: 8.705e-02, eta: 7 days, 3:46:54, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5883, loss_cls: 3.0514, loss: 3.0514, grad_norm: 2.2424 2020-07-26 01:04:41,815 - mmaction - INFO - Epoch [61][2260/3757] lr: 8.705e-02, eta: 7 days, 3:46:31, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.1281, loss: 3.1281, grad_norm: 2.2387 2020-07-26 01:04:57,655 - mmaction - INFO - Epoch [61][2280/3757] lr: 8.705e-02, eta: 7 days, 3:46:08, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5844, loss_cls: 3.0192, loss: 3.0192, grad_norm: 2.2600 2020-07-26 01:05:13,351 - mmaction - INFO - Epoch [61][2300/3757] lr: 8.705e-02, eta: 7 days, 3:45:44, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5547, loss_cls: 3.1787, loss: 3.1787, grad_norm: 2.3437 2020-07-26 01:05:29,126 - mmaction - INFO - Epoch [61][2320/3757] lr: 8.705e-02, eta: 7 days, 3:45:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2844, top5_acc: 0.5406, loss_cls: 3.2614, loss: 3.2614, grad_norm: 2.3181 2020-07-26 01:05:44,959 - mmaction - INFO - Epoch [61][2340/3757] lr: 8.705e-02, eta: 7 days, 3:44:58, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5961, loss_cls: 3.0040, loss: 3.0040, grad_norm: 2.2397 2020-07-26 01:06:00,681 - mmaction - INFO - Epoch [61][2360/3757] lr: 8.705e-02, eta: 7 days, 3:44:34, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5609, loss_cls: 3.1296, loss: 3.1296, grad_norm: 2.3218 2020-07-26 01:06:16,429 - mmaction - INFO - Epoch [61][2380/3757] lr: 8.705e-02, eta: 7 days, 3:44:11, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5836, loss_cls: 3.0479, loss: 3.0479, grad_norm: 2.2811 2020-07-26 01:06:32,171 - mmaction - INFO - Epoch [61][2400/3757] lr: 8.705e-02, eta: 7 days, 3:43:47, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5656, loss_cls: 3.1490, loss: 3.1490, grad_norm: 2.2683 2020-07-26 01:06:47,985 - mmaction - INFO - Epoch [61][2420/3757] lr: 8.705e-02, eta: 7 days, 3:43:24, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5609, loss_cls: 3.0739, loss: 3.0739, grad_norm: 2.2346 2020-07-26 01:07:03,777 - mmaction - INFO - Epoch [61][2440/3757] lr: 8.705e-02, eta: 7 days, 3:43:01, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5852, loss_cls: 3.0415, loss: 3.0415, grad_norm: 2.2876 2020-07-26 01:07:19,541 - mmaction - INFO - Epoch [61][2460/3757] lr: 8.705e-02, eta: 7 days, 3:42:38, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5727, loss_cls: 3.1431, loss: 3.1431, grad_norm: 2.2397 2020-07-26 01:07:35,388 - mmaction - INFO - Epoch [61][2480/3757] lr: 8.705e-02, eta: 7 days, 3:42:15, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5875, loss_cls: 3.0861, loss: 3.0861, grad_norm: 2.2862 2020-07-26 01:07:51,096 - mmaction - INFO - Epoch [61][2500/3757] lr: 8.705e-02, eta: 7 days, 3:41:51, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5844, loss_cls: 3.0956, loss: 3.0956, grad_norm: 2.3149 2020-07-26 01:08:06,898 - mmaction - INFO - Epoch [61][2520/3757] lr: 8.705e-02, eta: 7 days, 3:41:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5844, loss_cls: 3.0628, loss: 3.0628, grad_norm: 2.3233 2020-07-26 01:08:22,723 - mmaction - INFO - Epoch [61][2540/3757] lr: 8.705e-02, eta: 7 days, 3:41:05, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5844, loss_cls: 3.0692, loss: 3.0692, grad_norm: 2.2156 2020-07-26 01:08:38,550 - mmaction - INFO - Epoch [61][2560/3757] lr: 8.705e-02, eta: 7 days, 3:40:42, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5930, loss_cls: 3.0353, loss: 3.0353, grad_norm: 2.2843 2020-07-26 01:08:54,431 - mmaction - INFO - Epoch [61][2580/3757] lr: 8.705e-02, eta: 7 days, 3:40:20, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5641, loss_cls: 3.1113, loss: 3.1113, grad_norm: 2.3094 2020-07-26 01:09:10,530 - mmaction - INFO - Epoch [61][2600/3757] lr: 8.705e-02, eta: 7 days, 3:39:58, time: 0.807, data_time: 0.017, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5687, loss_cls: 3.1620, loss: 3.1620, grad_norm: 2.2859 2020-07-26 01:09:26,337 - mmaction - INFO - Epoch [61][2620/3757] lr: 8.705e-02, eta: 7 days, 3:39:35, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5680, loss_cls: 3.1481, loss: 3.1481, grad_norm: 2.3166 2020-07-26 01:09:42,090 - mmaction - INFO - Epoch [61][2640/3757] lr: 8.705e-02, eta: 7 days, 3:39:12, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5758, loss_cls: 3.0910, loss: 3.0910, grad_norm: 2.2489 2020-07-26 01:09:57,919 - mmaction - INFO - Epoch [61][2660/3757] lr: 8.705e-02, eta: 7 days, 3:38:49, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5687, loss_cls: 3.1438, loss: 3.1438, grad_norm: 2.3461 2020-07-26 01:10:13,848 - mmaction - INFO - Epoch [61][2680/3757] lr: 8.705e-02, eta: 7 days, 3:38:27, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5680, loss_cls: 3.0873, loss: 3.0873, grad_norm: 2.2619 2020-07-26 01:10:29,736 - mmaction - INFO - Epoch [61][2700/3757] lr: 8.705e-02, eta: 7 days, 3:38:04, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5820, loss_cls: 3.1068, loss: 3.1068, grad_norm: 2.2554 2020-07-26 01:10:45,548 - mmaction - INFO - Epoch [61][2720/3757] lr: 8.705e-02, eta: 7 days, 3:37:41, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.6125, loss_cls: 2.9636, loss: 2.9636, grad_norm: 2.2740 2020-07-26 01:11:01,380 - mmaction - INFO - Epoch [61][2740/3757] lr: 8.705e-02, eta: 7 days, 3:37:18, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5891, loss_cls: 3.0379, loss: 3.0379, grad_norm: 2.3059 2020-07-26 01:11:17,176 - mmaction - INFO - Epoch [61][2760/3757] lr: 8.705e-02, eta: 7 days, 3:36:55, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5695, loss_cls: 3.1380, loss: 3.1380, grad_norm: 2.3552 2020-07-26 01:11:33,034 - mmaction - INFO - Epoch [61][2780/3757] lr: 8.705e-02, eta: 7 days, 3:36:33, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5867, loss_cls: 3.0819, loss: 3.0819, grad_norm: 2.2762 2020-07-26 01:11:48,692 - mmaction - INFO - Epoch [61][2800/3757] lr: 8.705e-02, eta: 7 days, 3:36:09, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5727, loss_cls: 3.1373, loss: 3.1373, grad_norm: 2.3041 2020-07-26 01:12:04,418 - mmaction - INFO - Epoch [61][2820/3757] lr: 8.705e-02, eta: 7 days, 3:35:45, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5844, loss_cls: 3.0979, loss: 3.0979, grad_norm: 2.2579 2020-07-26 01:12:20,298 - mmaction - INFO - Epoch [61][2840/3757] lr: 8.705e-02, eta: 7 days, 3:35:23, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6203, loss_cls: 2.9186, loss: 2.9186, grad_norm: 2.3110 2020-07-26 01:12:36,212 - mmaction - INFO - Epoch [61][2860/3757] lr: 8.705e-02, eta: 7 days, 3:35:00, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 3.1125, loss: 3.1125, grad_norm: 2.2806 2020-07-26 01:12:51,913 - mmaction - INFO - Epoch [61][2880/3757] lr: 8.705e-02, eta: 7 days, 3:34:37, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5805, loss_cls: 3.0839, loss: 3.0839, grad_norm: 2.2857 2020-07-26 01:13:07,736 - mmaction - INFO - Epoch [61][2900/3757] lr: 8.705e-02, eta: 7 days, 3:34:14, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5664, loss_cls: 3.1412, loss: 3.1412, grad_norm: 2.2816 2020-07-26 01:13:23,517 - mmaction - INFO - Epoch [61][2920/3757] lr: 8.705e-02, eta: 7 days, 3:33:51, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5641, loss_cls: 3.1420, loss: 3.1420, grad_norm: 2.3207 2020-07-26 01:13:39,355 - mmaction - INFO - Epoch [61][2940/3757] lr: 8.705e-02, eta: 7 days, 3:33:28, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5813, loss_cls: 3.0741, loss: 3.0741, grad_norm: 2.2939 2020-07-26 01:13:55,249 - mmaction - INFO - Epoch [61][2960/3757] lr: 8.705e-02, eta: 7 days, 3:33:05, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5820, loss_cls: 3.1336, loss: 3.1336, grad_norm: 2.3594 2020-07-26 01:14:10,977 - mmaction - INFO - Epoch [61][2980/3757] lr: 8.705e-02, eta: 7 days, 3:32:42, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5680, loss_cls: 3.1536, loss: 3.1536, grad_norm: 2.3198 2020-07-26 01:14:26,793 - mmaction - INFO - Epoch [61][3000/3757] lr: 8.705e-02, eta: 7 days, 3:32:19, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5867, loss_cls: 3.0380, loss: 3.0380, grad_norm: 2.3005 2020-07-26 01:14:42,624 - mmaction - INFO - Epoch [61][3020/3757] lr: 8.705e-02, eta: 7 days, 3:31:56, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5734, loss_cls: 3.1193, loss: 3.1193, grad_norm: 2.2966 2020-07-26 01:14:58,321 - mmaction - INFO - Epoch [61][3040/3757] lr: 8.705e-02, eta: 7 days, 3:31:32, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5602, loss_cls: 3.0979, loss: 3.0979, grad_norm: 2.2405 2020-07-26 01:15:14,147 - mmaction - INFO - Epoch [61][3060/3757] lr: 8.705e-02, eta: 7 days, 3:31:09, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5820, loss_cls: 3.1240, loss: 3.1240, grad_norm: 2.3096 2020-07-26 01:15:29,903 - mmaction - INFO - Epoch [61][3080/3757] lr: 8.705e-02, eta: 7 days, 3:30:46, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5719, loss_cls: 3.1060, loss: 3.1060, grad_norm: 2.2623 2020-07-26 01:15:45,677 - mmaction - INFO - Epoch [61][3100/3757] lr: 8.705e-02, eta: 7 days, 3:30:23, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5727, loss_cls: 3.1238, loss: 3.1238, grad_norm: 2.2439 2020-07-26 01:16:01,496 - mmaction - INFO - Epoch [61][3120/3757] lr: 8.705e-02, eta: 7 days, 3:30:00, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 3.0209, loss: 3.0209, grad_norm: 2.3363 2020-07-26 01:16:17,318 - mmaction - INFO - Epoch [61][3140/3757] lr: 8.705e-02, eta: 7 days, 3:29:37, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5844, loss_cls: 3.1183, loss: 3.1183, grad_norm: 2.3014 2020-07-26 01:16:33,146 - mmaction - INFO - Epoch [61][3160/3757] lr: 8.705e-02, eta: 7 days, 3:29:14, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6117, loss_cls: 2.9308, loss: 2.9308, grad_norm: 2.2960 2020-07-26 01:16:48,924 - mmaction - INFO - Epoch [61][3180/3757] lr: 8.705e-02, eta: 7 days, 3:28:51, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5828, loss_cls: 3.0692, loss: 3.0692, grad_norm: 2.2868 2020-07-26 01:17:04,761 - mmaction - INFO - Epoch [61][3200/3757] lr: 8.705e-02, eta: 7 days, 3:28:28, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6039, loss_cls: 2.9474, loss: 2.9474, grad_norm: 2.3183 2020-07-26 01:17:20,565 - mmaction - INFO - Epoch [61][3220/3757] lr: 8.705e-02, eta: 7 days, 3:28:05, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5875, loss_cls: 3.1048, loss: 3.1048, grad_norm: 2.2861 2020-07-26 01:17:36,325 - mmaction - INFO - Epoch [61][3240/3757] lr: 8.705e-02, eta: 7 days, 3:27:42, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6047, loss_cls: 2.9625, loss: 2.9625, grad_norm: 2.3074 2020-07-26 01:17:52,093 - mmaction - INFO - Epoch [61][3260/3757] lr: 8.705e-02, eta: 7 days, 3:27:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5945, loss_cls: 3.0259, loss: 3.0259, grad_norm: 2.3206 2020-07-26 01:18:07,854 - mmaction - INFO - Epoch [61][3280/3757] lr: 8.705e-02, eta: 7 days, 3:26:56, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5781, loss_cls: 3.1272, loss: 3.1272, grad_norm: 2.3730 2020-07-26 01:18:23,581 - mmaction - INFO - Epoch [61][3300/3757] lr: 8.705e-02, eta: 7 days, 3:26:32, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5891, loss_cls: 3.0284, loss: 3.0284, grad_norm: 2.2869 2020-07-26 01:18:39,455 - mmaction - INFO - Epoch [61][3320/3757] lr: 8.705e-02, eta: 7 days, 3:26:09, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5656, loss_cls: 3.1625, loss: 3.1625, grad_norm: 2.2933 2020-07-26 01:18:55,314 - mmaction - INFO - Epoch [61][3340/3757] lr: 8.705e-02, eta: 7 days, 3:25:47, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5859, loss_cls: 3.0814, loss: 3.0814, grad_norm: 2.2358 2020-07-26 01:19:11,556 - mmaction - INFO - Epoch [61][3360/3757] lr: 8.705e-02, eta: 7 days, 3:25:27, time: 0.812, data_time: 0.012, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5883, loss_cls: 3.0855, loss: 3.0855, grad_norm: 2.3017 2020-07-26 01:19:27,412 - mmaction - INFO - Epoch [61][3380/3757] lr: 8.705e-02, eta: 7 days, 3:25:04, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.0649, loss: 3.0649, grad_norm: 2.2827 2020-07-26 01:19:43,222 - mmaction - INFO - Epoch [61][3400/3757] lr: 8.705e-02, eta: 7 days, 3:24:41, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5508, loss_cls: 3.2014, loss: 3.2014, grad_norm: 2.4004 2020-07-26 01:19:59,060 - mmaction - INFO - Epoch [61][3420/3757] lr: 8.705e-02, eta: 7 days, 3:24:18, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5828, loss_cls: 3.0633, loss: 3.0633, grad_norm: 2.3221 2020-07-26 01:20:14,813 - mmaction - INFO - Epoch [61][3440/3757] lr: 8.705e-02, eta: 7 days, 3:23:55, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5687, loss_cls: 3.1100, loss: 3.1100, grad_norm: 2.3114 2020-07-26 01:20:30,660 - mmaction - INFO - Epoch [61][3460/3757] lr: 8.705e-02, eta: 7 days, 3:23:32, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5805, loss_cls: 3.1193, loss: 3.1193, grad_norm: 2.3269 2020-07-26 01:20:46,525 - mmaction - INFO - Epoch [61][3480/3757] lr: 8.705e-02, eta: 7 days, 3:23:10, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5805, loss_cls: 3.1086, loss: 3.1086, grad_norm: 2.3475 2020-07-26 01:21:02,381 - mmaction - INFO - Epoch [61][3500/3757] lr: 8.705e-02, eta: 7 days, 3:22:47, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5680, loss_cls: 3.1491, loss: 3.1491, grad_norm: 2.2708 2020-07-26 01:21:18,213 - mmaction - INFO - Epoch [61][3520/3757] lr: 8.705e-02, eta: 7 days, 3:22:24, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5906, loss_cls: 3.0270, loss: 3.0270, grad_norm: 2.2337 2020-07-26 01:21:33,997 - mmaction - INFO - Epoch [61][3540/3757] lr: 8.705e-02, eta: 7 days, 3:22:01, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5922, loss_cls: 3.0735, loss: 3.0735, grad_norm: 2.3039 2020-07-26 01:21:49,850 - mmaction - INFO - Epoch [61][3560/3757] lr: 8.705e-02, eta: 7 days, 3:21:39, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5625, loss_cls: 3.0716, loss: 3.0716, grad_norm: 2.3085 2020-07-26 01:22:05,775 - mmaction - INFO - Epoch [61][3580/3757] lr: 8.705e-02, eta: 7 days, 3:21:16, time: 0.796, data_time: 0.001, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5844, loss_cls: 3.0962, loss: 3.0962, grad_norm: 2.2981 2020-07-26 01:22:21,457 - mmaction - INFO - Epoch [61][3600/3757] lr: 8.705e-02, eta: 7 days, 3:20:53, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5914, loss_cls: 3.0513, loss: 3.0513, grad_norm: 2.3216 2020-07-26 01:22:37,286 - mmaction - INFO - Epoch [61][3620/3757] lr: 8.705e-02, eta: 7 days, 3:20:30, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6008, loss_cls: 3.0508, loss: 3.0508, grad_norm: 2.2619 2020-07-26 01:22:53,147 - mmaction - INFO - Epoch [61][3640/3757] lr: 8.705e-02, eta: 7 days, 3:20:07, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5891, loss_cls: 3.0752, loss: 3.0752, grad_norm: 2.3094 2020-07-26 01:23:08,869 - mmaction - INFO - Epoch [61][3660/3757] lr: 8.705e-02, eta: 7 days, 3:19:44, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.0340, loss: 3.0340, grad_norm: 2.2478 2020-07-26 01:23:24,641 - mmaction - INFO - Epoch [61][3680/3757] lr: 8.705e-02, eta: 7 days, 3:19:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5656, loss_cls: 3.2126, loss: 3.2126, grad_norm: 2.3689 2020-07-26 01:23:40,493 - mmaction - INFO - Epoch [61][3700/3757] lr: 8.705e-02, eta: 7 days, 3:18:58, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5930, loss_cls: 3.0131, loss: 3.0131, grad_norm: 2.2925 2020-07-26 01:23:56,231 - mmaction - INFO - Epoch [61][3720/3757] lr: 8.705e-02, eta: 7 days, 3:18:35, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5977, loss_cls: 3.0244, loss: 3.0244, grad_norm: 2.2967 2020-07-26 01:24:12,157 - mmaction - INFO - Epoch [61][3740/3757] lr: 8.705e-02, eta: 7 days, 3:18:12, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5977, loss_cls: 3.0519, loss: 3.0519, grad_norm: 2.3249 2020-07-26 01:27:39,690 - mmaction - INFO - Epoch [62][20/3757] lr: 8.663e-02, eta: 7 days, 3:33:04, time: 9.362, data_time: 8.461, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5742, loss_cls: 3.1201, loss: 3.1201, grad_norm: 2.2868 2020-07-26 01:27:55,668 - mmaction - INFO - Epoch [62][40/3757] lr: 8.663e-02, eta: 7 days, 3:32:41, time: 0.799, data_time: 0.011, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5773, loss_cls: 3.1026, loss: 3.1026, grad_norm: 2.2702 2020-07-26 01:28:11,498 - mmaction - INFO - Epoch [62][60/3757] lr: 8.663e-02, eta: 7 days, 3:32:18, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 2.9696, loss: 2.9696, grad_norm: 2.3337 2020-07-26 01:28:27,284 - mmaction - INFO - Epoch [62][80/3757] lr: 8.663e-02, eta: 7 days, 3:31:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6023, loss_cls: 3.0167, loss: 3.0167, grad_norm: 2.3058 2020-07-26 01:28:43,075 - mmaction - INFO - Epoch [62][100/3757] lr: 8.663e-02, eta: 7 days, 3:31:32, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5906, loss_cls: 3.0405, loss: 3.0405, grad_norm: 2.3033 2020-07-26 01:28:58,796 - mmaction - INFO - Epoch [62][120/3757] lr: 8.663e-02, eta: 7 days, 3:31:09, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5766, loss_cls: 3.0767, loss: 3.0767, grad_norm: 2.3226 2020-07-26 01:29:14,521 - mmaction - INFO - Epoch [62][140/3757] lr: 8.663e-02, eta: 7 days, 3:30:45, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.0151, loss: 3.0151, grad_norm: 2.3408 2020-07-26 01:29:30,400 - mmaction - INFO - Epoch [62][160/3757] lr: 8.663e-02, eta: 7 days, 3:30:22, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6047, loss_cls: 3.0113, loss: 3.0113, grad_norm: 2.3456 2020-07-26 01:29:46,129 - mmaction - INFO - Epoch [62][180/3757] lr: 8.663e-02, eta: 7 days, 3:29:59, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0784, loss: 3.0784, grad_norm: 2.3152 2020-07-26 01:30:02,031 - mmaction - INFO - Epoch [62][200/3757] lr: 8.663e-02, eta: 7 days, 3:29:36, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5984, loss_cls: 3.0128, loss: 3.0128, grad_norm: 2.2882 2020-07-26 01:30:17,723 - mmaction - INFO - Epoch [62][220/3757] lr: 8.663e-02, eta: 7 days, 3:29:13, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5719, loss_cls: 3.1264, loss: 3.1264, grad_norm: 2.3178 2020-07-26 01:30:33,515 - mmaction - INFO - Epoch [62][240/3757] lr: 8.663e-02, eta: 7 days, 3:28:49, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5859, loss_cls: 3.0289, loss: 3.0289, grad_norm: 2.2633 2020-07-26 01:30:49,453 - mmaction - INFO - Epoch [62][260/3757] lr: 8.663e-02, eta: 7 days, 3:28:27, time: 0.797, data_time: 0.005, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5891, loss_cls: 3.0239, loss: 3.0239, grad_norm: 2.3461 2020-07-26 01:31:05,211 - mmaction - INFO - Epoch [62][280/3757] lr: 8.663e-02, eta: 7 days, 3:28:04, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5898, loss_cls: 2.9807, loss: 2.9807, grad_norm: 2.3167 2020-07-26 01:31:20,939 - mmaction - INFO - Epoch [62][300/3757] lr: 8.663e-02, eta: 7 days, 3:27:40, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.6008, loss_cls: 3.0255, loss: 3.0255, grad_norm: 2.3590 2020-07-26 01:31:36,700 - mmaction - INFO - Epoch [62][320/3757] lr: 8.663e-02, eta: 7 days, 3:27:17, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5836, loss_cls: 3.0644, loss: 3.0644, grad_norm: 2.2679 2020-07-26 01:31:52,506 - mmaction - INFO - Epoch [62][340/3757] lr: 8.663e-02, eta: 7 days, 3:26:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5875, loss_cls: 3.0770, loss: 3.0770, grad_norm: 2.3047 2020-07-26 01:32:08,595 - mmaction - INFO - Epoch [62][360/3757] lr: 8.663e-02, eta: 7 days, 3:26:32, time: 0.802, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6070, loss_cls: 2.9996, loss: 2.9996, grad_norm: 2.2727 2020-07-26 01:32:24,386 - mmaction - INFO - Epoch [62][380/3757] lr: 8.663e-02, eta: 7 days, 3:26:09, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.0979, loss: 3.0979, grad_norm: 2.3227 2020-07-26 01:32:40,217 - mmaction - INFO - Epoch [62][400/3757] lr: 8.663e-02, eta: 7 days, 3:25:46, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5820, loss_cls: 3.0785, loss: 3.0785, grad_norm: 2.3221 2020-07-26 01:32:56,018 - mmaction - INFO - Epoch [62][420/3757] lr: 8.663e-02, eta: 7 days, 3:25:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5695, loss_cls: 3.0847, loss: 3.0847, grad_norm: 2.3514 2020-07-26 01:33:11,815 - mmaction - INFO - Epoch [62][440/3757] lr: 8.663e-02, eta: 7 days, 3:25:00, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5867, loss_cls: 3.0507, loss: 3.0507, grad_norm: 2.3420 2020-07-26 01:33:27,622 - mmaction - INFO - Epoch [62][460/3757] lr: 8.663e-02, eta: 7 days, 3:24:37, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5820, loss_cls: 3.0057, loss: 3.0057, grad_norm: 2.3473 2020-07-26 01:33:43,463 - mmaction - INFO - Epoch [62][480/3757] lr: 8.663e-02, eta: 7 days, 3:24:14, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5844, loss_cls: 3.0135, loss: 3.0135, grad_norm: 2.2729 2020-07-26 01:33:59,172 - mmaction - INFO - Epoch [62][500/3757] lr: 8.663e-02, eta: 7 days, 3:23:51, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5898, loss_cls: 2.9916, loss: 2.9916, grad_norm: 2.3322 2020-07-26 01:34:15,096 - mmaction - INFO - Epoch [62][520/3757] lr: 8.663e-02, eta: 7 days, 3:23:28, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.6031, loss_cls: 3.1047, loss: 3.1047, grad_norm: 2.4112 2020-07-26 01:34:30,806 - mmaction - INFO - Epoch [62][540/3757] lr: 8.663e-02, eta: 7 days, 3:23:05, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5898, loss_cls: 3.1041, loss: 3.1041, grad_norm: 2.2500 2020-07-26 01:34:46,603 - mmaction - INFO - Epoch [62][560/3757] lr: 8.663e-02, eta: 7 days, 3:22:42, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6055, loss_cls: 2.9730, loss: 2.9730, grad_norm: 2.3111 2020-07-26 01:35:02,487 - mmaction - INFO - Epoch [62][580/3757] lr: 8.663e-02, eta: 7 days, 3:22:19, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5484, loss_cls: 3.2217, loss: 3.2217, grad_norm: 2.2809 2020-07-26 01:35:18,150 - mmaction - INFO - Epoch [62][600/3757] lr: 8.663e-02, eta: 7 days, 3:21:55, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6078, loss_cls: 3.0168, loss: 3.0168, grad_norm: 2.2528 2020-07-26 01:35:33,939 - mmaction - INFO - Epoch [62][620/3757] lr: 8.663e-02, eta: 7 days, 3:21:32, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6000, loss_cls: 2.9876, loss: 2.9876, grad_norm: 2.2916 2020-07-26 01:35:49,751 - mmaction - INFO - Epoch [62][640/3757] lr: 8.663e-02, eta: 7 days, 3:21:09, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5922, loss_cls: 3.0592, loss: 3.0592, grad_norm: 2.3859 2020-07-26 01:36:05,524 - mmaction - INFO - Epoch [62][660/3757] lr: 8.663e-02, eta: 7 days, 3:20:46, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5766, loss_cls: 3.1049, loss: 3.1049, grad_norm: 2.2792 2020-07-26 01:36:21,300 - mmaction - INFO - Epoch [62][680/3757] lr: 8.663e-02, eta: 7 days, 3:20:23, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5586, loss_cls: 3.1851, loss: 3.1851, grad_norm: 2.2580 2020-07-26 01:36:37,133 - mmaction - INFO - Epoch [62][700/3757] lr: 8.663e-02, eta: 7 days, 3:20:00, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5953, loss_cls: 3.0408, loss: 3.0408, grad_norm: 2.2960 2020-07-26 01:36:52,921 - mmaction - INFO - Epoch [62][720/3757] lr: 8.663e-02, eta: 7 days, 3:19:37, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5938, loss_cls: 3.0448, loss: 3.0448, grad_norm: 2.2930 2020-07-26 01:37:08,704 - mmaction - INFO - Epoch [62][740/3757] lr: 8.663e-02, eta: 7 days, 3:19:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5953, loss_cls: 2.9732, loss: 2.9732, grad_norm: 2.2638 2020-07-26 01:37:24,460 - mmaction - INFO - Epoch [62][760/3757] lr: 8.663e-02, eta: 7 days, 3:18:51, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5758, loss_cls: 3.0611, loss: 3.0611, grad_norm: 2.3217 2020-07-26 01:37:40,393 - mmaction - INFO - Epoch [62][780/3757] lr: 8.663e-02, eta: 7 days, 3:18:28, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5836, loss_cls: 3.0557, loss: 3.0557, grad_norm: 2.3223 2020-07-26 01:37:56,498 - mmaction - INFO - Epoch [62][800/3757] lr: 8.663e-02, eta: 7 days, 3:18:07, time: 0.807, data_time: 0.020, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5875, loss_cls: 3.0276, loss: 3.0276, grad_norm: 2.3080 2020-07-26 01:38:12,291 - mmaction - INFO - Epoch [62][820/3757] lr: 8.663e-02, eta: 7 days, 3:17:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5578, loss_cls: 3.1769, loss: 3.1769, grad_norm: 2.3266 2020-07-26 01:38:28,089 - mmaction - INFO - Epoch [62][840/3757] lr: 8.663e-02, eta: 7 days, 3:17:21, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5852, loss_cls: 3.1361, loss: 3.1361, grad_norm: 2.3151 2020-07-26 01:38:43,963 - mmaction - INFO - Epoch [62][860/3757] lr: 8.663e-02, eta: 7 days, 3:16:58, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6047, loss_cls: 3.0389, loss: 3.0389, grad_norm: 2.3700 2020-07-26 01:38:59,784 - mmaction - INFO - Epoch [62][880/3757] lr: 8.663e-02, eta: 7 days, 3:16:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5797, loss_cls: 3.0633, loss: 3.0633, grad_norm: 2.2920 2020-07-26 01:39:15,494 - mmaction - INFO - Epoch [62][900/3757] lr: 8.663e-02, eta: 7 days, 3:16:12, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5641, loss_cls: 3.1514, loss: 3.1514, grad_norm: 2.2397 2020-07-26 01:39:31,554 - mmaction - INFO - Epoch [62][920/3757] lr: 8.663e-02, eta: 7 days, 3:15:50, time: 0.802, data_time: 0.015, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5586, loss_cls: 3.1456, loss: 3.1456, grad_norm: 2.2040 2020-07-26 01:39:47,408 - mmaction - INFO - Epoch [62][940/3757] lr: 8.663e-02, eta: 7 days, 3:15:28, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5773, loss_cls: 3.0812, loss: 3.0812, grad_norm: 2.3498 2020-07-26 01:40:03,446 - mmaction - INFO - Epoch [62][960/3757] lr: 8.663e-02, eta: 7 days, 3:15:06, time: 0.802, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5984, loss_cls: 2.9747, loss: 2.9747, grad_norm: 2.3042 2020-07-26 01:40:19,323 - mmaction - INFO - Epoch [62][980/3757] lr: 8.663e-02, eta: 7 days, 3:14:43, time: 0.794, data_time: 0.001, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5781, loss_cls: 3.1025, loss: 3.1025, grad_norm: 2.3157 2020-07-26 01:40:35,080 - mmaction - INFO - Epoch [62][1000/3757] lr: 8.663e-02, eta: 7 days, 3:14:20, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5797, loss_cls: 3.1321, loss: 3.1321, grad_norm: 2.4016 2020-07-26 01:40:50,866 - mmaction - INFO - Epoch [62][1020/3757] lr: 8.663e-02, eta: 7 days, 3:13:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5641, loss_cls: 3.1527, loss: 3.1527, grad_norm: 2.2914 2020-07-26 01:41:06,674 - mmaction - INFO - Epoch [62][1040/3757] lr: 8.663e-02, eta: 7 days, 3:13:34, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5922, loss_cls: 3.0312, loss: 3.0312, grad_norm: 2.2924 2020-07-26 01:41:22,439 - mmaction - INFO - Epoch [62][1060/3757] lr: 8.663e-02, eta: 7 days, 3:13:11, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5742, loss_cls: 3.0826, loss: 3.0826, grad_norm: 2.2810 2020-07-26 01:41:38,239 - mmaction - INFO - Epoch [62][1080/3757] lr: 8.663e-02, eta: 7 days, 3:12:48, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5852, loss_cls: 3.0054, loss: 3.0054, grad_norm: 2.2724 2020-07-26 01:41:54,084 - mmaction - INFO - Epoch [62][1100/3757] lr: 8.663e-02, eta: 7 days, 3:12:25, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5852, loss_cls: 3.0745, loss: 3.0745, grad_norm: 2.3404 2020-07-26 01:42:09,948 - mmaction - INFO - Epoch [62][1120/3757] lr: 8.663e-02, eta: 7 days, 3:12:03, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5805, loss_cls: 3.0364, loss: 3.0364, grad_norm: 2.2948 2020-07-26 01:42:25,768 - mmaction - INFO - Epoch [62][1140/3757] lr: 8.663e-02, eta: 7 days, 3:11:40, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5766, loss_cls: 3.0808, loss: 3.0808, grad_norm: 2.3228 2020-07-26 01:42:41,550 - mmaction - INFO - Epoch [62][1160/3757] lr: 8.663e-02, eta: 7 days, 3:11:17, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5766, loss_cls: 3.1406, loss: 3.1406, grad_norm: 2.3077 2020-07-26 01:42:57,345 - mmaction - INFO - Epoch [62][1180/3757] lr: 8.663e-02, eta: 7 days, 3:10:54, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5906, loss_cls: 3.0443, loss: 3.0443, grad_norm: 2.2801 2020-07-26 01:43:13,127 - mmaction - INFO - Epoch [62][1200/3757] lr: 8.663e-02, eta: 7 days, 3:10:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5734, loss_cls: 3.1174, loss: 3.1174, grad_norm: 2.3114 2020-07-26 01:43:28,906 - mmaction - INFO - Epoch [62][1220/3757] lr: 8.663e-02, eta: 7 days, 3:10:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5711, loss_cls: 3.1238, loss: 3.1238, grad_norm: 2.2709 2020-07-26 01:43:44,710 - mmaction - INFO - Epoch [62][1240/3757] lr: 8.663e-02, eta: 7 days, 3:09:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.1772, loss: 3.1772, grad_norm: 2.3181 2020-07-26 01:44:00,507 - mmaction - INFO - Epoch [62][1260/3757] lr: 8.663e-02, eta: 7 days, 3:09:21, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5789, loss_cls: 3.1036, loss: 3.1036, grad_norm: 2.3356 2020-07-26 01:44:16,266 - mmaction - INFO - Epoch [62][1280/3757] lr: 8.663e-02, eta: 7 days, 3:08:58, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6086, loss_cls: 3.0015, loss: 3.0015, grad_norm: 2.3313 2020-07-26 01:44:31,976 - mmaction - INFO - Epoch [62][1300/3757] lr: 8.663e-02, eta: 7 days, 3:08:35, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5734, loss_cls: 3.1197, loss: 3.1197, grad_norm: 2.4412 2020-07-26 01:44:47,931 - mmaction - INFO - Epoch [62][1320/3757] lr: 8.663e-02, eta: 7 days, 3:08:12, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5719, loss_cls: 3.0752, loss: 3.0752, grad_norm: 2.2884 2020-07-26 01:45:03,771 - mmaction - INFO - Epoch [62][1340/3757] lr: 8.663e-02, eta: 7 days, 3:07:50, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5906, loss_cls: 3.0290, loss: 3.0290, grad_norm: 2.3409 2020-07-26 01:45:19,457 - mmaction - INFO - Epoch [62][1360/3757] lr: 8.663e-02, eta: 7 days, 3:07:26, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5641, loss_cls: 3.0986, loss: 3.0986, grad_norm: 2.2919 2020-07-26 01:45:35,295 - mmaction - INFO - Epoch [62][1380/3757] lr: 8.663e-02, eta: 7 days, 3:07:03, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5938, loss_cls: 3.0936, loss: 3.0936, grad_norm: 2.2905 2020-07-26 01:45:51,081 - mmaction - INFO - Epoch [62][1400/3757] lr: 8.663e-02, eta: 7 days, 3:06:40, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5789, loss_cls: 3.0830, loss: 3.0830, grad_norm: 2.2891 2020-07-26 01:46:06,979 - mmaction - INFO - Epoch [62][1420/3757] lr: 8.663e-02, eta: 7 days, 3:06:18, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5852, loss_cls: 3.0807, loss: 3.0807, grad_norm: 2.3318 2020-07-26 01:46:22,785 - mmaction - INFO - Epoch [62][1440/3757] lr: 8.663e-02, eta: 7 days, 3:05:55, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5750, loss_cls: 3.1392, loss: 3.1392, grad_norm: 2.3347 2020-07-26 01:46:38,668 - mmaction - INFO - Epoch [62][1460/3757] lr: 8.663e-02, eta: 7 days, 3:05:33, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5789, loss_cls: 3.0454, loss: 3.0454, grad_norm: 2.2786 2020-07-26 01:46:54,413 - mmaction - INFO - Epoch [62][1480/3757] lr: 8.663e-02, eta: 7 days, 3:05:09, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5594, loss_cls: 3.0737, loss: 3.0737, grad_norm: 2.2788 2020-07-26 01:47:10,163 - mmaction - INFO - Epoch [62][1500/3757] lr: 8.663e-02, eta: 7 days, 3:04:46, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6188, loss_cls: 2.9080, loss: 2.9080, grad_norm: 2.3456 2020-07-26 01:47:26,028 - mmaction - INFO - Epoch [62][1520/3757] lr: 8.663e-02, eta: 7 days, 3:04:23, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5781, loss_cls: 3.1472, loss: 3.1472, grad_norm: 2.4228 2020-07-26 01:47:41,870 - mmaction - INFO - Epoch [62][1540/3757] lr: 8.663e-02, eta: 7 days, 3:04:01, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5914, loss_cls: 3.0805, loss: 3.0805, grad_norm: 2.2533 2020-07-26 01:47:57,667 - mmaction - INFO - Epoch [62][1560/3757] lr: 8.663e-02, eta: 7 days, 3:03:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5992, loss_cls: 2.9701, loss: 2.9701, grad_norm: 2.2155 2020-07-26 01:48:13,556 - mmaction - INFO - Epoch [62][1580/3757] lr: 8.663e-02, eta: 7 days, 3:03:15, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5922, loss_cls: 3.0373, loss: 3.0373, grad_norm: 2.3075 2020-07-26 01:48:29,413 - mmaction - INFO - Epoch [62][1600/3757] lr: 8.663e-02, eta: 7 days, 3:02:53, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5914, loss_cls: 3.0593, loss: 3.0593, grad_norm: 2.3096 2020-07-26 01:48:45,254 - mmaction - INFO - Epoch [62][1620/3757] lr: 8.663e-02, eta: 7 days, 3:02:30, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5680, loss_cls: 3.1016, loss: 3.1016, grad_norm: 2.3032 2020-07-26 01:49:01,125 - mmaction - INFO - Epoch [62][1640/3757] lr: 8.663e-02, eta: 7 days, 3:02:07, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5867, loss_cls: 3.0458, loss: 3.0458, grad_norm: 2.2435 2020-07-26 01:49:16,970 - mmaction - INFO - Epoch [62][1660/3757] lr: 8.663e-02, eta: 7 days, 3:01:45, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5586, loss_cls: 3.2026, loss: 3.2026, grad_norm: 2.3295 2020-07-26 01:49:32,765 - mmaction - INFO - Epoch [62][1680/3757] lr: 8.663e-02, eta: 7 days, 3:01:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5648, loss_cls: 3.1763, loss: 3.1763, grad_norm: 2.2596 2020-07-26 01:49:48,607 - mmaction - INFO - Epoch [62][1700/3757] lr: 8.663e-02, eta: 7 days, 3:00:59, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5945, loss_cls: 3.0213, loss: 3.0213, grad_norm: 2.3157 2020-07-26 01:50:04,441 - mmaction - INFO - Epoch [62][1720/3757] lr: 8.663e-02, eta: 7 days, 3:00:36, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5867, loss_cls: 3.0960, loss: 3.0960, grad_norm: 2.2938 2020-07-26 01:50:20,160 - mmaction - INFO - Epoch [62][1740/3757] lr: 8.663e-02, eta: 7 days, 3:00:13, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5859, loss_cls: 3.0290, loss: 3.0290, grad_norm: 2.2559 2020-07-26 01:50:36,095 - mmaction - INFO - Epoch [62][1760/3757] lr: 8.663e-02, eta: 7 days, 2:59:51, time: 0.797, data_time: 0.005, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.0999, loss: 3.0999, grad_norm: 2.3747 2020-07-26 01:50:51,960 - mmaction - INFO - Epoch [62][1780/3757] lr: 8.663e-02, eta: 7 days, 2:59:28, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5867, loss_cls: 3.0838, loss: 3.0838, grad_norm: 2.3098 2020-07-26 01:51:07,807 - mmaction - INFO - Epoch [62][1800/3757] lr: 8.663e-02, eta: 7 days, 2:59:06, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5898, loss_cls: 3.1216, loss: 3.1216, grad_norm: 2.2999 2020-07-26 01:51:23,639 - mmaction - INFO - Epoch [62][1820/3757] lr: 8.663e-02, eta: 7 days, 2:58:43, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.6008, loss_cls: 3.0401, loss: 3.0401, grad_norm: 2.3100 2020-07-26 01:51:39,472 - mmaction - INFO - Epoch [62][1840/3757] lr: 8.663e-02, eta: 7 days, 2:58:20, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5867, loss_cls: 3.0582, loss: 3.0582, grad_norm: 2.3126 2020-07-26 01:51:55,434 - mmaction - INFO - Epoch [62][1860/3757] lr: 8.663e-02, eta: 7 days, 2:57:58, time: 0.799, data_time: 0.005, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5703, loss_cls: 3.1473, loss: 3.1473, grad_norm: 2.3804 2020-07-26 01:52:11,207 - mmaction - INFO - Epoch [62][1880/3757] lr: 8.663e-02, eta: 7 days, 2:57:35, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5883, loss_cls: 3.0771, loss: 3.0771, grad_norm: 2.3096 2020-07-26 01:52:27,044 - mmaction - INFO - Epoch [62][1900/3757] lr: 8.663e-02, eta: 7 days, 2:57:12, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5961, loss_cls: 3.0433, loss: 3.0433, grad_norm: 2.2816 2020-07-26 01:52:42,907 - mmaction - INFO - Epoch [62][1920/3757] lr: 8.663e-02, eta: 7 days, 2:56:50, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5930, loss_cls: 3.0558, loss: 3.0558, grad_norm: 2.3072 2020-07-26 01:52:58,827 - mmaction - INFO - Epoch [62][1940/3757] lr: 8.663e-02, eta: 7 days, 2:56:28, time: 0.797, data_time: 0.005, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5828, loss_cls: 3.0679, loss: 3.0679, grad_norm: 2.2652 2020-07-26 01:53:14,601 - mmaction - INFO - Epoch [62][1960/3757] lr: 8.663e-02, eta: 7 days, 2:56:05, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5789, loss_cls: 3.1325, loss: 3.1325, grad_norm: 2.3196 2020-07-26 01:53:30,437 - mmaction - INFO - Epoch [62][1980/3757] lr: 8.663e-02, eta: 7 days, 2:55:42, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.1394, loss: 3.1394, grad_norm: 2.3191 2020-07-26 01:53:46,296 - mmaction - INFO - Epoch [62][2000/3757] lr: 8.663e-02, eta: 7 days, 2:55:20, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5922, loss_cls: 3.0480, loss: 3.0480, grad_norm: 2.2674 2020-07-26 01:54:02,064 - mmaction - INFO - Epoch [62][2020/3757] lr: 8.663e-02, eta: 7 days, 2:54:56, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5789, loss_cls: 3.0978, loss: 3.0978, grad_norm: 2.3237 2020-07-26 01:54:17,944 - mmaction - INFO - Epoch [62][2040/3757] lr: 8.663e-02, eta: 7 days, 2:54:34, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5648, loss_cls: 3.1814, loss: 3.1814, grad_norm: 2.2852 2020-07-26 01:54:33,768 - mmaction - INFO - Epoch [62][2060/3757] lr: 8.663e-02, eta: 7 days, 2:54:11, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5930, loss_cls: 3.0210, loss: 3.0210, grad_norm: 2.2780 2020-07-26 01:54:49,600 - mmaction - INFO - Epoch [62][2080/3757] lr: 8.663e-02, eta: 7 days, 2:53:49, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.1310, loss: 3.1310, grad_norm: 2.4175 2020-07-26 01:55:05,465 - mmaction - INFO - Epoch [62][2100/3757] lr: 8.663e-02, eta: 7 days, 2:53:26, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5781, loss_cls: 3.1533, loss: 3.1533, grad_norm: 2.3280 2020-07-26 01:55:21,135 - mmaction - INFO - Epoch [62][2120/3757] lr: 8.663e-02, eta: 7 days, 2:53:02, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5922, loss_cls: 3.0192, loss: 3.0192, grad_norm: 2.2824 2020-07-26 01:55:36,908 - mmaction - INFO - Epoch [62][2140/3757] lr: 8.663e-02, eta: 7 days, 2:52:39, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5641, loss_cls: 3.1249, loss: 3.1249, grad_norm: 2.3410 2020-07-26 01:55:52,758 - mmaction - INFO - Epoch [62][2160/3757] lr: 8.663e-02, eta: 7 days, 2:52:17, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5633, loss_cls: 3.0833, loss: 3.0833, grad_norm: 2.2702 2020-07-26 01:56:08,639 - mmaction - INFO - Epoch [62][2180/3757] lr: 8.663e-02, eta: 7 days, 2:51:54, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5836, loss_cls: 3.0419, loss: 3.0419, grad_norm: 2.3218 2020-07-26 01:56:24,570 - mmaction - INFO - Epoch [62][2200/3757] lr: 8.663e-02, eta: 7 days, 2:51:32, time: 0.797, data_time: 0.005, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5641, loss_cls: 3.1385, loss: 3.1385, grad_norm: 2.3356 2020-07-26 01:56:40,514 - mmaction - INFO - Epoch [62][2220/3757] lr: 8.663e-02, eta: 7 days, 2:51:10, time: 0.797, data_time: 0.010, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5805, loss_cls: 3.1530, loss: 3.1530, grad_norm: 2.3806 2020-07-26 01:56:56,324 - mmaction - INFO - Epoch [62][2240/3757] lr: 8.663e-02, eta: 7 days, 2:50:47, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5687, loss_cls: 3.0583, loss: 3.0583, grad_norm: 2.3257 2020-07-26 01:57:12,101 - mmaction - INFO - Epoch [62][2260/3757] lr: 8.663e-02, eta: 7 days, 2:50:24, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5844, loss_cls: 3.0454, loss: 3.0454, grad_norm: 2.3271 2020-07-26 01:57:28,011 - mmaction - INFO - Epoch [62][2280/3757] lr: 8.663e-02, eta: 7 days, 2:50:02, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5859, loss_cls: 3.0813, loss: 3.0813, grad_norm: 2.2957 2020-07-26 01:57:43,940 - mmaction - INFO - Epoch [62][2300/3757] lr: 8.663e-02, eta: 7 days, 2:49:40, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5727, loss_cls: 3.1027, loss: 3.1027, grad_norm: 2.2877 2020-07-26 01:57:59,830 - mmaction - INFO - Epoch [62][2320/3757] lr: 8.663e-02, eta: 7 days, 2:49:17, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5484, loss_cls: 3.2516, loss: 3.2516, grad_norm: 2.3043 2020-07-26 01:58:15,725 - mmaction - INFO - Epoch [62][2340/3757] lr: 8.663e-02, eta: 7 days, 2:48:55, time: 0.798, data_time: 0.008, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5836, loss_cls: 3.1288, loss: 3.1288, grad_norm: 2.2622 2020-07-26 01:58:31,577 - mmaction - INFO - Epoch [62][2360/3757] lr: 8.663e-02, eta: 7 days, 2:48:33, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5672, loss_cls: 3.0998, loss: 3.0998, grad_norm: 2.2873 2020-07-26 01:58:47,383 - mmaction - INFO - Epoch [62][2380/3757] lr: 8.663e-02, eta: 7 days, 2:48:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5672, loss_cls: 3.1788, loss: 3.1788, grad_norm: 2.2783 2020-07-26 01:59:03,191 - mmaction - INFO - Epoch [62][2400/3757] lr: 8.663e-02, eta: 7 days, 2:47:47, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5672, loss_cls: 3.1260, loss: 3.1260, grad_norm: 2.3398 2020-07-26 01:59:18,987 - mmaction - INFO - Epoch [62][2420/3757] lr: 8.663e-02, eta: 7 days, 2:47:24, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5563, loss_cls: 3.1501, loss: 3.1501, grad_norm: 2.2832 2020-07-26 01:59:34,895 - mmaction - INFO - Epoch [62][2440/3757] lr: 8.663e-02, eta: 7 days, 2:47:02, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5648, loss_cls: 3.1320, loss: 3.1320, grad_norm: 2.2512 2020-07-26 01:59:50,761 - mmaction - INFO - Epoch [62][2460/3757] lr: 8.663e-02, eta: 7 days, 2:46:40, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5914, loss_cls: 2.9939, loss: 2.9939, grad_norm: 2.2744 2020-07-26 02:00:12,494 - mmaction - INFO - Epoch [62][2480/3757] lr: 8.663e-02, eta: 7 days, 2:46:51, time: 1.084, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5938, loss_cls: 3.0612, loss: 3.0612, grad_norm: 2.3774 2020-07-26 02:00:28,398 - mmaction - INFO - Epoch [62][2500/3757] lr: 8.663e-02, eta: 7 days, 2:46:29, time: 0.797, data_time: 0.007, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5914, loss_cls: 3.0216, loss: 3.0216, grad_norm: 2.2345 2020-07-26 02:00:44,187 - mmaction - INFO - Epoch [62][2520/3757] lr: 8.663e-02, eta: 7 days, 2:46:06, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5844, loss_cls: 3.0814, loss: 3.0814, grad_norm: 2.3647 2020-07-26 02:01:00,152 - mmaction - INFO - Epoch [62][2540/3757] lr: 8.663e-02, eta: 7 days, 2:45:44, time: 0.799, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5914, loss_cls: 3.0420, loss: 3.0420, grad_norm: 2.3314 2020-07-26 02:01:16,102 - mmaction - INFO - Epoch [62][2560/3757] lr: 8.663e-02, eta: 7 days, 2:45:22, time: 0.797, data_time: 0.001, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5867, loss_cls: 3.0465, loss: 3.0465, grad_norm: 2.3645 2020-07-26 02:01:31,826 - mmaction - INFO - Epoch [62][2580/3757] lr: 8.663e-02, eta: 7 days, 2:44:59, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5516, loss_cls: 3.1712, loss: 3.1712, grad_norm: 2.3350 2020-07-26 02:01:47,663 - mmaction - INFO - Epoch [62][2600/3757] lr: 8.663e-02, eta: 7 days, 2:44:36, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5883, loss_cls: 3.0779, loss: 3.0779, grad_norm: 2.2866 2020-07-26 02:02:03,476 - mmaction - INFO - Epoch [62][2620/3757] lr: 8.663e-02, eta: 7 days, 2:44:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5766, loss_cls: 3.0800, loss: 3.0800, grad_norm: 2.3407 2020-07-26 02:02:19,281 - mmaction - INFO - Epoch [62][2640/3757] lr: 8.663e-02, eta: 7 days, 2:43:50, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5734, loss_cls: 3.1182, loss: 3.1182, grad_norm: 2.2426 2020-07-26 02:02:35,056 - mmaction - INFO - Epoch [62][2660/3757] lr: 8.663e-02, eta: 7 days, 2:43:27, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5625, loss_cls: 3.1129, loss: 3.1129, grad_norm: 2.2850 2020-07-26 02:02:50,791 - mmaction - INFO - Epoch [62][2680/3757] lr: 8.663e-02, eta: 7 days, 2:43:04, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5750, loss_cls: 3.0993, loss: 3.0993, grad_norm: 2.2857 2020-07-26 02:03:06,563 - mmaction - INFO - Epoch [62][2700/3757] lr: 8.663e-02, eta: 7 days, 2:42:41, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 2.9650, loss: 2.9650, grad_norm: 2.2139 2020-07-26 02:03:22,355 - mmaction - INFO - Epoch [62][2720/3757] lr: 8.663e-02, eta: 7 days, 2:42:18, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0036, loss: 3.0036, grad_norm: 2.2746 2020-07-26 02:03:38,172 - mmaction - INFO - Epoch [62][2740/3757] lr: 8.663e-02, eta: 7 days, 2:41:56, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5687, loss_cls: 3.1279, loss: 3.1279, grad_norm: 2.2831 2020-07-26 02:03:53,819 - mmaction - INFO - Epoch [62][2760/3757] lr: 8.663e-02, eta: 7 days, 2:41:32, time: 0.782, data_time: 0.001, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5914, loss_cls: 3.0439, loss: 3.0439, grad_norm: 2.3184 2020-07-26 02:04:09,601 - mmaction - INFO - Epoch [62][2780/3757] lr: 8.663e-02, eta: 7 days, 2:41:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5883, loss_cls: 3.0766, loss: 3.0766, grad_norm: 2.3984 2020-07-26 02:04:25,424 - mmaction - INFO - Epoch [62][2800/3757] lr: 8.663e-02, eta: 7 days, 2:40:46, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5945, loss_cls: 3.0802, loss: 3.0802, grad_norm: 2.3459 2020-07-26 02:04:41,258 - mmaction - INFO - Epoch [62][2820/3757] lr: 8.663e-02, eta: 7 days, 2:40:24, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5805, loss_cls: 3.0955, loss: 3.0955, grad_norm: 2.2666 2020-07-26 02:04:57,052 - mmaction - INFO - Epoch [62][2840/3757] lr: 8.663e-02, eta: 7 days, 2:40:01, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5758, loss_cls: 3.0899, loss: 3.0899, grad_norm: 2.2969 2020-07-26 02:05:12,937 - mmaction - INFO - Epoch [62][2860/3757] lr: 8.663e-02, eta: 7 days, 2:39:39, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.0515, loss: 3.0515, grad_norm: 2.3188 2020-07-26 02:05:28,785 - mmaction - INFO - Epoch [62][2880/3757] lr: 8.663e-02, eta: 7 days, 2:39:16, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5758, loss_cls: 3.1276, loss: 3.1276, grad_norm: 2.2663 2020-07-26 02:05:44,935 - mmaction - INFO - Epoch [62][2900/3757] lr: 8.663e-02, eta: 7 days, 2:38:55, time: 0.808, data_time: 0.020, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5883, loss_cls: 3.0587, loss: 3.0587, grad_norm: 2.2831 2020-07-26 02:06:00,756 - mmaction - INFO - Epoch [62][2920/3757] lr: 8.663e-02, eta: 7 days, 2:38:32, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5992, loss_cls: 2.9863, loss: 2.9863, grad_norm: 2.3936 2020-07-26 02:06:16,570 - mmaction - INFO - Epoch [62][2940/3757] lr: 8.663e-02, eta: 7 days, 2:38:10, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5867, loss_cls: 3.0722, loss: 3.0722, grad_norm: 2.3521 2020-07-26 02:06:32,384 - mmaction - INFO - Epoch [62][2960/3757] lr: 8.663e-02, eta: 7 days, 2:37:47, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5664, loss_cls: 3.1493, loss: 3.1493, grad_norm: 2.3870 2020-07-26 02:06:48,233 - mmaction - INFO - Epoch [62][2980/3757] lr: 8.663e-02, eta: 7 days, 2:37:25, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5656, loss_cls: 3.1321, loss: 3.1321, grad_norm: 2.2971 2020-07-26 02:07:04,098 - mmaction - INFO - Epoch [62][3000/3757] lr: 8.663e-02, eta: 7 days, 2:37:02, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5547, loss_cls: 3.2427, loss: 3.2427, grad_norm: 2.2887 2020-07-26 02:07:19,885 - mmaction - INFO - Epoch [62][3020/3757] lr: 8.663e-02, eta: 7 days, 2:36:39, time: 0.789, data_time: 0.006, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5883, loss_cls: 3.0913, loss: 3.0913, grad_norm: 2.3325 2020-07-26 02:07:35,685 - mmaction - INFO - Epoch [62][3040/3757] lr: 8.663e-02, eta: 7 days, 2:36:16, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5930, loss_cls: 3.1636, loss: 3.1636, grad_norm: 2.2747 2020-07-26 02:07:51,503 - mmaction - INFO - Epoch [62][3060/3757] lr: 8.663e-02, eta: 7 days, 2:35:54, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5750, loss_cls: 3.0997, loss: 3.0997, grad_norm: 2.2594 2020-07-26 02:08:07,288 - mmaction - INFO - Epoch [62][3080/3757] lr: 8.663e-02, eta: 7 days, 2:35:31, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5469, loss_cls: 3.1861, loss: 3.1861, grad_norm: 2.3548 2020-07-26 02:08:23,149 - mmaction - INFO - Epoch [62][3100/3757] lr: 8.663e-02, eta: 7 days, 2:35:08, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5727, loss_cls: 3.0892, loss: 3.0892, grad_norm: 2.2934 2020-07-26 02:08:38,858 - mmaction - INFO - Epoch [62][3120/3757] lr: 8.663e-02, eta: 7 days, 2:34:45, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5680, loss_cls: 3.1029, loss: 3.1029, grad_norm: 2.2551 2020-07-26 02:08:54,920 - mmaction - INFO - Epoch [62][3140/3757] lr: 8.663e-02, eta: 7 days, 2:34:24, time: 0.802, data_time: 0.016, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5586, loss_cls: 3.1160, loss: 3.1160, grad_norm: 2.2189 2020-07-26 02:09:10,737 - mmaction - INFO - Epoch [62][3160/3757] lr: 8.663e-02, eta: 7 days, 2:34:01, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5953, loss_cls: 3.0835, loss: 3.0835, grad_norm: 2.2668 2020-07-26 02:09:26,524 - mmaction - INFO - Epoch [62][3180/3757] lr: 8.663e-02, eta: 7 days, 2:33:38, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5648, loss_cls: 3.1744, loss: 3.1744, grad_norm: 2.2772 2020-07-26 02:09:42,334 - mmaction - INFO - Epoch [62][3200/3757] lr: 8.663e-02, eta: 7 days, 2:33:16, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5633, loss_cls: 3.1334, loss: 3.1334, grad_norm: 2.3426 2020-07-26 02:09:58,118 - mmaction - INFO - Epoch [62][3220/3757] lr: 8.663e-02, eta: 7 days, 2:32:53, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5648, loss_cls: 3.1418, loss: 3.1418, grad_norm: 2.3132 2020-07-26 02:10:13,931 - mmaction - INFO - Epoch [62][3240/3757] lr: 8.663e-02, eta: 7 days, 2:32:30, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 3.1987, loss: 3.1987, grad_norm: 2.2769 2020-07-26 02:10:30,057 - mmaction - INFO - Epoch [62][3260/3757] lr: 8.663e-02, eta: 7 days, 2:32:09, time: 0.806, data_time: 0.014, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5734, loss_cls: 3.1608, loss: 3.1608, grad_norm: 2.2122 2020-07-26 02:10:45,865 - mmaction - INFO - Epoch [62][3280/3757] lr: 8.663e-02, eta: 7 days, 2:31:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5664, loss_cls: 3.1043, loss: 3.1043, grad_norm: 2.2383 2020-07-26 02:11:01,766 - mmaction - INFO - Epoch [62][3300/3757] lr: 8.663e-02, eta: 7 days, 2:31:24, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5664, loss_cls: 3.1617, loss: 3.1617, grad_norm: 2.2906 2020-07-26 02:11:17,673 - mmaction - INFO - Epoch [62][3320/3757] lr: 8.663e-02, eta: 7 days, 2:31:02, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5867, loss_cls: 3.1039, loss: 3.1039, grad_norm: 2.3023 2020-07-26 02:11:33,697 - mmaction - INFO - Epoch [62][3340/3757] lr: 8.663e-02, eta: 7 days, 2:30:41, time: 0.802, data_time: 0.005, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5719, loss_cls: 3.0793, loss: 3.0793, grad_norm: 2.3020 2020-07-26 02:11:49,703 - mmaction - INFO - Epoch [62][3360/3757] lr: 8.663e-02, eta: 7 days, 2:30:19, time: 0.801, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5914, loss_cls: 3.0604, loss: 3.0604, grad_norm: 2.3142 2020-07-26 02:12:05,460 - mmaction - INFO - Epoch [62][3380/3757] lr: 8.663e-02, eta: 7 days, 2:29:56, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5703, loss_cls: 3.0738, loss: 3.0738, grad_norm: 2.2790 2020-07-26 02:12:21,396 - mmaction - INFO - Epoch [62][3400/3757] lr: 8.663e-02, eta: 7 days, 2:29:34, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5805, loss_cls: 3.1009, loss: 3.1009, grad_norm: 2.1599 2020-07-26 02:12:37,229 - mmaction - INFO - Epoch [62][3420/3757] lr: 8.663e-02, eta: 7 days, 2:29:12, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5836, loss_cls: 3.0316, loss: 3.0316, grad_norm: 2.2989 2020-07-26 02:12:53,042 - mmaction - INFO - Epoch [62][3440/3757] lr: 8.663e-02, eta: 7 days, 2:28:49, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5727, loss_cls: 3.1811, loss: 3.1811, grad_norm: 2.3094 2020-07-26 02:13:08,789 - mmaction - INFO - Epoch [62][3460/3757] lr: 8.663e-02, eta: 7 days, 2:28:26, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5852, loss_cls: 3.1009, loss: 3.1009, grad_norm: 2.2904 2020-07-26 02:13:24,659 - mmaction - INFO - Epoch [62][3480/3757] lr: 8.663e-02, eta: 7 days, 2:28:03, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5789, loss_cls: 3.0566, loss: 3.0566, grad_norm: 2.2901 2020-07-26 02:13:40,396 - mmaction - INFO - Epoch [62][3500/3757] lr: 8.663e-02, eta: 7 days, 2:27:40, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3016, top5_acc: 0.5695, loss_cls: 3.1571, loss: 3.1571, grad_norm: 2.3666 2020-07-26 02:13:56,184 - mmaction - INFO - Epoch [62][3520/3757] lr: 8.663e-02, eta: 7 days, 2:27:18, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5930, loss_cls: 2.9808, loss: 2.9808, grad_norm: 2.2898 2020-07-26 02:14:11,994 - mmaction - INFO - Epoch [62][3540/3757] lr: 8.663e-02, eta: 7 days, 2:26:55, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5727, loss_cls: 3.1110, loss: 3.1110, grad_norm: 2.3432 2020-07-26 02:14:27,848 - mmaction - INFO - Epoch [62][3560/3757] lr: 8.663e-02, eta: 7 days, 2:26:32, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5750, loss_cls: 3.1359, loss: 3.1359, grad_norm: 2.3077 2020-07-26 02:14:43,651 - mmaction - INFO - Epoch [62][3580/3757] lr: 8.663e-02, eta: 7 days, 2:26:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6039, loss_cls: 2.9792, loss: 2.9792, grad_norm: 2.3029 2020-07-26 02:14:59,544 - mmaction - INFO - Epoch [62][3600/3757] lr: 8.663e-02, eta: 7 days, 2:25:48, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5859, loss_cls: 3.1145, loss: 3.1145, grad_norm: 2.3651 2020-07-26 02:15:15,376 - mmaction - INFO - Epoch [62][3620/3757] lr: 8.663e-02, eta: 7 days, 2:25:25, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.1831, loss: 3.1831, grad_norm: 2.3403 2020-07-26 02:15:31,143 - mmaction - INFO - Epoch [62][3640/3757] lr: 8.663e-02, eta: 7 days, 2:25:02, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5930, loss_cls: 3.0100, loss: 3.0100, grad_norm: 2.2755 2020-07-26 02:15:46,946 - mmaction - INFO - Epoch [62][3660/3757] lr: 8.663e-02, eta: 7 days, 2:24:39, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5563, loss_cls: 3.1197, loss: 3.1197, grad_norm: 2.3057 2020-07-26 02:16:02,817 - mmaction - INFO - Epoch [62][3680/3757] lr: 8.663e-02, eta: 7 days, 2:24:17, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5727, loss_cls: 3.0943, loss: 3.0943, grad_norm: 2.2365 2020-07-26 02:16:18,695 - mmaction - INFO - Epoch [62][3700/3757] lr: 8.663e-02, eta: 7 days, 2:23:55, time: 0.794, data_time: 0.010, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5734, loss_cls: 3.0925, loss: 3.0925, grad_norm: 2.3019 2020-07-26 02:16:34,504 - mmaction - INFO - Epoch [62][3720/3757] lr: 8.663e-02, eta: 7 days, 2:23:32, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5961, loss_cls: 2.9985, loss: 2.9985, grad_norm: 2.3078 2020-07-26 02:16:50,256 - mmaction - INFO - Epoch [62][3740/3757] lr: 8.663e-02, eta: 7 days, 2:23:09, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5578, loss_cls: 3.1776, loss: 3.1776, grad_norm: 2.2996 2020-07-26 02:20:10,254 - mmaction - INFO - Epoch [63][20/3757] lr: 8.621e-02, eta: 7 days, 2:36:44, time: 8.974, data_time: 8.077, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5641, loss_cls: 3.0539, loss: 3.0539, grad_norm: 2.2476 2020-07-26 02:20:26,107 - mmaction - INFO - Epoch [63][40/3757] lr: 8.621e-02, eta: 7 days, 2:36:22, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5789, loss_cls: 3.1166, loss: 3.1166, grad_norm: 2.2844 2020-07-26 02:20:41,851 - mmaction - INFO - Epoch [63][60/3757] lr: 8.621e-02, eta: 7 days, 2:35:58, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6055, loss_cls: 2.9584, loss: 2.9584, grad_norm: 2.2998 2020-07-26 02:20:57,660 - mmaction - INFO - Epoch [63][80/3757] lr: 8.621e-02, eta: 7 days, 2:35:36, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5656, loss_cls: 3.0960, loss: 3.0960, grad_norm: 2.2914 2020-07-26 02:21:13,786 - mmaction - INFO - Epoch [63][100/3757] lr: 8.621e-02, eta: 7 days, 2:35:15, time: 0.806, data_time: 0.018, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5633, loss_cls: 3.1420, loss: 3.1420, grad_norm: 2.3443 2020-07-26 02:21:29,599 - mmaction - INFO - Epoch [63][120/3757] lr: 8.621e-02, eta: 7 days, 2:34:52, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5914, loss_cls: 3.0259, loss: 3.0259, grad_norm: 2.2843 2020-07-26 02:21:45,432 - mmaction - INFO - Epoch [63][140/3757] lr: 8.621e-02, eta: 7 days, 2:34:29, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5813, loss_cls: 3.0237, loss: 3.0237, grad_norm: 2.3333 2020-07-26 02:22:01,220 - mmaction - INFO - Epoch [63][160/3757] lr: 8.621e-02, eta: 7 days, 2:34:06, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5914, loss_cls: 3.0636, loss: 3.0636, grad_norm: 2.3195 2020-07-26 02:22:17,157 - mmaction - INFO - Epoch [63][180/3757] lr: 8.621e-02, eta: 7 days, 2:33:44, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5977, loss_cls: 3.0215, loss: 3.0215, grad_norm: 2.3091 2020-07-26 02:22:33,025 - mmaction - INFO - Epoch [63][200/3757] lr: 8.621e-02, eta: 7 days, 2:33:22, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5945, loss_cls: 3.0141, loss: 3.0141, grad_norm: 2.4096 2020-07-26 02:22:48,817 - mmaction - INFO - Epoch [63][220/3757] lr: 8.621e-02, eta: 7 days, 2:32:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5773, loss_cls: 3.1427, loss: 3.1427, grad_norm: 2.4243 2020-07-26 02:23:04,577 - mmaction - INFO - Epoch [63][240/3757] lr: 8.621e-02, eta: 7 days, 2:32:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5789, loss_cls: 3.1040, loss: 3.1040, grad_norm: 2.2836 2020-07-26 02:23:20,325 - mmaction - INFO - Epoch [63][260/3757] lr: 8.621e-02, eta: 7 days, 2:32:13, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5891, loss_cls: 3.0678, loss: 3.0678, grad_norm: 2.2946 2020-07-26 02:23:36,159 - mmaction - INFO - Epoch [63][280/3757] lr: 8.621e-02, eta: 7 days, 2:31:50, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5992, loss_cls: 2.9828, loss: 2.9828, grad_norm: 2.2938 2020-07-26 02:23:51,956 - mmaction - INFO - Epoch [63][300/3757] lr: 8.621e-02, eta: 7 days, 2:31:27, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5813, loss_cls: 3.0931, loss: 3.0931, grad_norm: 2.2999 2020-07-26 02:24:07,649 - mmaction - INFO - Epoch [63][320/3757] lr: 8.621e-02, eta: 7 days, 2:31:04, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5805, loss_cls: 3.0377, loss: 3.0377, grad_norm: 2.2817 2020-07-26 02:24:23,474 - mmaction - INFO - Epoch [63][340/3757] lr: 8.621e-02, eta: 7 days, 2:30:41, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5875, loss_cls: 3.0548, loss: 3.0548, grad_norm: 2.2975 2020-07-26 02:24:39,305 - mmaction - INFO - Epoch [63][360/3757] lr: 8.621e-02, eta: 7 days, 2:30:18, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5617, loss_cls: 3.1725, loss: 3.1725, grad_norm: 2.2561 2020-07-26 02:24:55,144 - mmaction - INFO - Epoch [63][380/3757] lr: 8.621e-02, eta: 7 days, 2:29:56, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5914, loss_cls: 3.0453, loss: 3.0453, grad_norm: 2.2861 2020-07-26 02:25:10,907 - mmaction - INFO - Epoch [63][400/3757] lr: 8.621e-02, eta: 7 days, 2:29:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6078, loss_cls: 2.9234, loss: 2.9234, grad_norm: 2.3672 2020-07-26 02:25:26,700 - mmaction - INFO - Epoch [63][420/3757] lr: 8.621e-02, eta: 7 days, 2:29:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5594, loss_cls: 3.1691, loss: 3.1691, grad_norm: 2.2860 2020-07-26 02:25:42,492 - mmaction - INFO - Epoch [63][440/3757] lr: 8.621e-02, eta: 7 days, 2:28:47, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5828, loss_cls: 3.0724, loss: 3.0724, grad_norm: 2.2576 2020-07-26 02:25:58,321 - mmaction - INFO - Epoch [63][460/3757] lr: 8.621e-02, eta: 7 days, 2:28:24, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5836, loss_cls: 3.0592, loss: 3.0592, grad_norm: 2.2922 2020-07-26 02:26:14,207 - mmaction - INFO - Epoch [63][480/3757] lr: 8.621e-02, eta: 7 days, 2:28:02, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6047, loss_cls: 2.9803, loss: 2.9803, grad_norm: 2.3099 2020-07-26 02:26:30,022 - mmaction - INFO - Epoch [63][500/3757] lr: 8.621e-02, eta: 7 days, 2:27:39, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5766, loss_cls: 3.1186, loss: 3.1186, grad_norm: 2.3970 2020-07-26 02:26:45,788 - mmaction - INFO - Epoch [63][520/3757] lr: 8.621e-02, eta: 7 days, 2:27:16, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5906, loss_cls: 3.0407, loss: 3.0407, grad_norm: 2.2980 2020-07-26 02:27:01,612 - mmaction - INFO - Epoch [63][540/3757] lr: 8.621e-02, eta: 7 days, 2:26:54, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5820, loss_cls: 3.0645, loss: 3.0645, grad_norm: 2.3442 2020-07-26 02:27:17,372 - mmaction - INFO - Epoch [63][560/3757] lr: 8.621e-02, eta: 7 days, 2:26:30, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5703, loss_cls: 3.1507, loss: 3.1507, grad_norm: 2.3859 2020-07-26 02:27:33,150 - mmaction - INFO - Epoch [63][580/3757] lr: 8.621e-02, eta: 7 days, 2:26:08, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 3.0054, loss: 3.0054, grad_norm: 2.2676 2020-07-26 02:27:48,992 - mmaction - INFO - Epoch [63][600/3757] lr: 8.621e-02, eta: 7 days, 2:25:45, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5852, loss_cls: 3.1041, loss: 3.1041, grad_norm: 2.3326 2020-07-26 02:28:04,741 - mmaction - INFO - Epoch [63][620/3757] lr: 8.621e-02, eta: 7 days, 2:25:22, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5742, loss_cls: 3.1206, loss: 3.1206, grad_norm: 2.3158 2020-07-26 02:28:20,747 - mmaction - INFO - Epoch [63][640/3757] lr: 8.621e-02, eta: 7 days, 2:25:00, time: 0.799, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5922, loss_cls: 3.0209, loss: 3.0209, grad_norm: 2.3092 2020-07-26 02:28:36,600 - mmaction - INFO - Epoch [63][660/3757] lr: 8.621e-02, eta: 7 days, 2:24:38, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5906, loss_cls: 3.0555, loss: 3.0555, grad_norm: 2.3024 2020-07-26 02:28:52,529 - mmaction - INFO - Epoch [63][680/3757] lr: 8.621e-02, eta: 7 days, 2:24:16, time: 0.797, data_time: 0.008, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5820, loss_cls: 3.0371, loss: 3.0371, grad_norm: 2.3316 2020-07-26 02:29:08,331 - mmaction - INFO - Epoch [63][700/3757] lr: 8.621e-02, eta: 7 days, 2:23:53, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5977, loss_cls: 3.0415, loss: 3.0415, grad_norm: 2.2605 2020-07-26 02:29:24,111 - mmaction - INFO - Epoch [63][720/3757] lr: 8.621e-02, eta: 7 days, 2:23:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6000, loss_cls: 3.0277, loss: 3.0277, grad_norm: 2.2892 2020-07-26 02:29:39,947 - mmaction - INFO - Epoch [63][740/3757] lr: 8.621e-02, eta: 7 days, 2:23:07, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5867, loss_cls: 3.0155, loss: 3.0155, grad_norm: 2.3009 2020-07-26 02:29:55,749 - mmaction - INFO - Epoch [63][760/3757] lr: 8.621e-02, eta: 7 days, 2:22:45, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5695, loss_cls: 3.1736, loss: 3.1736, grad_norm: 2.3418 2020-07-26 02:30:11,550 - mmaction - INFO - Epoch [63][780/3757] lr: 8.621e-02, eta: 7 days, 2:22:22, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6062, loss_cls: 3.0255, loss: 3.0255, grad_norm: 2.2750 2020-07-26 02:30:27,380 - mmaction - INFO - Epoch [63][800/3757] lr: 8.621e-02, eta: 7 days, 2:21:59, time: 0.791, data_time: 0.008, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5781, loss_cls: 3.1241, loss: 3.1241, grad_norm: 2.3152 2020-07-26 02:30:43,138 - mmaction - INFO - Epoch [63][820/3757] lr: 8.621e-02, eta: 7 days, 2:21:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5867, loss_cls: 3.0232, loss: 3.0232, grad_norm: 2.2263 2020-07-26 02:30:58,941 - mmaction - INFO - Epoch [63][840/3757] lr: 8.621e-02, eta: 7 days, 2:21:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5539, loss_cls: 3.1330, loss: 3.1330, grad_norm: 2.2722 2020-07-26 02:31:14,761 - mmaction - INFO - Epoch [63][860/3757] lr: 8.621e-02, eta: 7 days, 2:20:51, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5719, loss_cls: 3.0697, loss: 3.0697, grad_norm: 2.2454 2020-07-26 02:31:30,536 - mmaction - INFO - Epoch [63][880/3757] lr: 8.621e-02, eta: 7 days, 2:20:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6031, loss_cls: 3.0020, loss: 3.0020, grad_norm: 2.3277 2020-07-26 02:31:46,325 - mmaction - INFO - Epoch [63][900/3757] lr: 8.621e-02, eta: 7 days, 2:20:05, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5992, loss_cls: 3.0491, loss: 3.0491, grad_norm: 2.3227 2020-07-26 02:32:02,488 - mmaction - INFO - Epoch [63][920/3757] lr: 8.621e-02, eta: 7 days, 2:19:44, time: 0.808, data_time: 0.016, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6008, loss_cls: 3.0726, loss: 3.0726, grad_norm: 2.3417 2020-07-26 02:32:18,263 - mmaction - INFO - Epoch [63][940/3757] lr: 8.621e-02, eta: 7 days, 2:19:21, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5727, loss_cls: 3.1346, loss: 3.1346, grad_norm: 2.3739 2020-07-26 02:32:34,085 - mmaction - INFO - Epoch [63][960/3757] lr: 8.621e-02, eta: 7 days, 2:18:59, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.1804, loss: 3.1804, grad_norm: 2.3500 2020-07-26 02:32:49,841 - mmaction - INFO - Epoch [63][980/3757] lr: 8.621e-02, eta: 7 days, 2:18:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5828, loss_cls: 3.0787, loss: 3.0787, grad_norm: 2.3314 2020-07-26 02:33:05,693 - mmaction - INFO - Epoch [63][1000/3757] lr: 8.621e-02, eta: 7 days, 2:18:13, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5891, loss_cls: 3.0060, loss: 3.0060, grad_norm: 2.2433 2020-07-26 02:33:21,381 - mmaction - INFO - Epoch [63][1020/3757] lr: 8.621e-02, eta: 7 days, 2:17:50, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5891, loss_cls: 3.0090, loss: 3.0090, grad_norm: 2.3008 2020-07-26 02:33:37,158 - mmaction - INFO - Epoch [63][1040/3757] lr: 8.621e-02, eta: 7 days, 2:17:27, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5867, loss_cls: 3.0855, loss: 3.0855, grad_norm: 2.3172 2020-07-26 02:33:52,976 - mmaction - INFO - Epoch [63][1060/3757] lr: 8.621e-02, eta: 7 days, 2:17:04, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5805, loss_cls: 3.0690, loss: 3.0690, grad_norm: 2.2516 2020-07-26 02:34:08,766 - mmaction - INFO - Epoch [63][1080/3757] lr: 8.621e-02, eta: 7 days, 2:16:41, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5680, loss_cls: 3.1589, loss: 3.1589, grad_norm: 2.2797 2020-07-26 02:34:24,619 - mmaction - INFO - Epoch [63][1100/3757] lr: 8.621e-02, eta: 7 days, 2:16:19, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5695, loss_cls: 3.1034, loss: 3.1034, grad_norm: 2.3133 2020-07-26 02:34:40,430 - mmaction - INFO - Epoch [63][1120/3757] lr: 8.621e-02, eta: 7 days, 2:15:56, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5789, loss_cls: 3.1059, loss: 3.1059, grad_norm: 2.3412 2020-07-26 02:34:56,217 - mmaction - INFO - Epoch [63][1140/3757] lr: 8.621e-02, eta: 7 days, 2:15:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.1322, loss: 3.1322, grad_norm: 2.3456 2020-07-26 02:35:12,010 - mmaction - INFO - Epoch [63][1160/3757] lr: 8.621e-02, eta: 7 days, 2:15:11, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5648, loss_cls: 3.1855, loss: 3.1855, grad_norm: 2.3203 2020-07-26 02:35:27,814 - mmaction - INFO - Epoch [63][1180/3757] lr: 8.621e-02, eta: 7 days, 2:14:48, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5836, loss_cls: 3.0960, loss: 3.0960, grad_norm: 2.2469 2020-07-26 02:35:43,602 - mmaction - INFO - Epoch [63][1200/3757] lr: 8.621e-02, eta: 7 days, 2:14:25, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5781, loss_cls: 3.1250, loss: 3.1250, grad_norm: 2.2907 2020-07-26 02:35:59,484 - mmaction - INFO - Epoch [63][1220/3757] lr: 8.621e-02, eta: 7 days, 2:14:03, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5883, loss_cls: 3.0631, loss: 3.0631, grad_norm: 2.2720 2020-07-26 02:36:15,297 - mmaction - INFO - Epoch [63][1240/3757] lr: 8.621e-02, eta: 7 days, 2:13:40, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5945, loss_cls: 2.9740, loss: 2.9740, grad_norm: 2.3271 2020-07-26 02:36:31,237 - mmaction - INFO - Epoch [63][1260/3757] lr: 8.621e-02, eta: 7 days, 2:13:18, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5969, loss_cls: 3.0843, loss: 3.0843, grad_norm: 2.3145 2020-07-26 02:36:47,100 - mmaction - INFO - Epoch [63][1280/3757] lr: 8.621e-02, eta: 7 days, 2:12:56, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6062, loss_cls: 2.9764, loss: 2.9764, grad_norm: 2.3557 2020-07-26 02:37:02,893 - mmaction - INFO - Epoch [63][1300/3757] lr: 8.621e-02, eta: 7 days, 2:12:33, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6055, loss_cls: 3.0359, loss: 3.0359, grad_norm: 2.2791 2020-07-26 02:37:18,695 - mmaction - INFO - Epoch [63][1320/3757] lr: 8.621e-02, eta: 7 days, 2:12:10, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1428, loss: 3.1428, grad_norm: 2.2779 2020-07-26 02:37:34,552 - mmaction - INFO - Epoch [63][1340/3757] lr: 8.621e-02, eta: 7 days, 2:11:48, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5680, loss_cls: 3.1201, loss: 3.1201, grad_norm: 2.2979 2020-07-26 02:37:50,291 - mmaction - INFO - Epoch [63][1360/3757] lr: 8.621e-02, eta: 7 days, 2:11:25, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5961, loss_cls: 3.0411, loss: 3.0411, grad_norm: 2.2783 2020-07-26 02:38:06,123 - mmaction - INFO - Epoch [63][1380/3757] lr: 8.621e-02, eta: 7 days, 2:11:02, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5695, loss_cls: 3.1061, loss: 3.1061, grad_norm: 2.3376 2020-07-26 02:38:21,953 - mmaction - INFO - Epoch [63][1400/3757] lr: 8.621e-02, eta: 7 days, 2:10:40, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6023, loss_cls: 2.9793, loss: 2.9793, grad_norm: 2.3584 2020-07-26 02:38:37,725 - mmaction - INFO - Epoch [63][1420/3757] lr: 8.621e-02, eta: 7 days, 2:10:17, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5914, loss_cls: 3.0851, loss: 3.0851, grad_norm: 2.3835 2020-07-26 02:38:53,516 - mmaction - INFO - Epoch [63][1440/3757] lr: 8.621e-02, eta: 7 days, 2:09:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.5953, loss_cls: 2.9747, loss: 2.9747, grad_norm: 2.2668 2020-07-26 02:39:09,336 - mmaction - INFO - Epoch [63][1460/3757] lr: 8.621e-02, eta: 7 days, 2:09:32, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5625, loss_cls: 3.0789, loss: 3.0789, grad_norm: 2.4050 2020-07-26 02:39:25,079 - mmaction - INFO - Epoch [63][1480/3757] lr: 8.621e-02, eta: 7 days, 2:09:09, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5648, loss_cls: 3.1031, loss: 3.1031, grad_norm: 2.2783 2020-07-26 02:39:40,883 - mmaction - INFO - Epoch [63][1500/3757] lr: 8.621e-02, eta: 7 days, 2:08:46, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5813, loss_cls: 3.1057, loss: 3.1057, grad_norm: 2.2945 2020-07-26 02:39:56,602 - mmaction - INFO - Epoch [63][1520/3757] lr: 8.621e-02, eta: 7 days, 2:08:23, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 2.9932, loss: 2.9932, grad_norm: 2.2631 2020-07-26 02:40:12,500 - mmaction - INFO - Epoch [63][1540/3757] lr: 8.621e-02, eta: 7 days, 2:08:01, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5898, loss_cls: 3.0619, loss: 3.0619, grad_norm: 2.2632 2020-07-26 02:40:28,292 - mmaction - INFO - Epoch [63][1560/3757] lr: 8.621e-02, eta: 7 days, 2:07:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5641, loss_cls: 3.0957, loss: 3.0957, grad_norm: 2.2898 2020-07-26 02:40:44,126 - mmaction - INFO - Epoch [63][1580/3757] lr: 8.621e-02, eta: 7 days, 2:07:15, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6125, loss_cls: 3.0020, loss: 3.0020, grad_norm: 2.2745 2020-07-26 02:40:59,898 - mmaction - INFO - Epoch [63][1600/3757] lr: 8.621e-02, eta: 7 days, 2:06:52, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5844, loss_cls: 3.0661, loss: 3.0661, grad_norm: 2.3088 2020-07-26 02:41:16,097 - mmaction - INFO - Epoch [63][1620/3757] lr: 8.621e-02, eta: 7 days, 2:06:32, time: 0.810, data_time: 0.013, memory: 6196, top1_acc: 0.3258, top5_acc: 0.6047, loss_cls: 3.0773, loss: 3.0773, grad_norm: 2.2717 2020-07-26 02:41:32,010 - mmaction - INFO - Epoch [63][1640/3757] lr: 8.621e-02, eta: 7 days, 2:06:10, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5797, loss_cls: 3.1095, loss: 3.1095, grad_norm: 2.3943 2020-07-26 02:41:47,810 - mmaction - INFO - Epoch [63][1660/3757] lr: 8.621e-02, eta: 7 days, 2:05:47, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5602, loss_cls: 3.1811, loss: 3.1811, grad_norm: 2.2955 2020-07-26 02:42:03,670 - mmaction - INFO - Epoch [63][1680/3757] lr: 8.621e-02, eta: 7 days, 2:05:25, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5805, loss_cls: 3.1134, loss: 3.1134, grad_norm: 2.2755 2020-07-26 02:42:19,540 - mmaction - INFO - Epoch [63][1700/3757] lr: 8.621e-02, eta: 7 days, 2:05:03, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5750, loss_cls: 3.0588, loss: 3.0588, grad_norm: 2.2426 2020-07-26 02:42:35,389 - mmaction - INFO - Epoch [63][1720/3757] lr: 8.621e-02, eta: 7 days, 2:04:40, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5758, loss_cls: 3.0329, loss: 3.0329, grad_norm: 2.2416 2020-07-26 02:42:51,308 - mmaction - INFO - Epoch [63][1740/3757] lr: 8.621e-02, eta: 7 days, 2:04:18, time: 0.798, data_time: 0.005, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6211, loss_cls: 2.9649, loss: 2.9649, grad_norm: 2.2971 2020-07-26 02:43:07,069 - mmaction - INFO - Epoch [63][1760/3757] lr: 8.621e-02, eta: 7 days, 2:03:55, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5852, loss_cls: 3.0732, loss: 3.0732, grad_norm: 2.4015 2020-07-26 02:43:22,948 - mmaction - INFO - Epoch [63][1780/3757] lr: 8.621e-02, eta: 7 days, 2:03:33, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5938, loss_cls: 3.0439, loss: 3.0439, grad_norm: 2.2646 2020-07-26 02:43:38,797 - mmaction - INFO - Epoch [63][1800/3757] lr: 8.621e-02, eta: 7 days, 2:03:11, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5734, loss_cls: 3.1201, loss: 3.1201, grad_norm: 2.2925 2020-07-26 02:43:54,595 - mmaction - INFO - Epoch [63][1820/3757] lr: 8.621e-02, eta: 7 days, 2:02:48, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5680, loss_cls: 3.1711, loss: 3.1711, grad_norm: 2.3362 2020-07-26 02:44:10,543 - mmaction - INFO - Epoch [63][1840/3757] lr: 8.621e-02, eta: 7 days, 2:02:26, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5750, loss_cls: 3.1124, loss: 3.1124, grad_norm: 2.3593 2020-07-26 02:44:26,404 - mmaction - INFO - Epoch [63][1860/3757] lr: 8.621e-02, eta: 7 days, 2:02:04, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.1624, loss: 3.1624, grad_norm: 2.2858 2020-07-26 02:44:42,221 - mmaction - INFO - Epoch [63][1880/3757] lr: 8.621e-02, eta: 7 days, 2:01:41, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5648, loss_cls: 3.1710, loss: 3.1710, grad_norm: 2.3291 2020-07-26 02:44:57,995 - mmaction - INFO - Epoch [63][1900/3757] lr: 8.621e-02, eta: 7 days, 2:01:18, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5750, loss_cls: 3.1319, loss: 3.1319, grad_norm: 2.2972 2020-07-26 02:45:13,842 - mmaction - INFO - Epoch [63][1920/3757] lr: 8.621e-02, eta: 7 days, 2:00:56, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5813, loss_cls: 3.0635, loss: 3.0635, grad_norm: 2.2305 2020-07-26 02:45:29,624 - mmaction - INFO - Epoch [63][1940/3757] lr: 8.621e-02, eta: 7 days, 2:00:33, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5703, loss_cls: 3.2190, loss: 3.2190, grad_norm: 2.2681 2020-07-26 02:45:45,463 - mmaction - INFO - Epoch [63][1960/3757] lr: 8.621e-02, eta: 7 days, 2:00:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5883, loss_cls: 3.0249, loss: 3.0249, grad_norm: 2.2872 2020-07-26 02:46:01,205 - mmaction - INFO - Epoch [63][1980/3757] lr: 8.621e-02, eta: 7 days, 1:59:48, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5828, loss_cls: 3.0878, loss: 3.0878, grad_norm: 2.2601 2020-07-26 02:46:17,085 - mmaction - INFO - Epoch [63][2000/3757] lr: 8.621e-02, eta: 7 days, 1:59:25, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5820, loss_cls: 3.1138, loss: 3.1138, grad_norm: 2.2913 2020-07-26 02:46:32,955 - mmaction - INFO - Epoch [63][2020/3757] lr: 8.621e-02, eta: 7 days, 1:59:03, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5930, loss_cls: 3.1220, loss: 3.1220, grad_norm: 2.3085 2020-07-26 02:46:48,809 - mmaction - INFO - Epoch [63][2040/3757] lr: 8.621e-02, eta: 7 days, 1:58:41, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5953, loss_cls: 3.0170, loss: 3.0170, grad_norm: 2.2419 2020-07-26 02:47:04,613 - mmaction - INFO - Epoch [63][2060/3757] lr: 8.621e-02, eta: 7 days, 1:58:18, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5875, loss_cls: 3.0418, loss: 3.0418, grad_norm: 2.3219 2020-07-26 02:47:20,419 - mmaction - INFO - Epoch [63][2080/3757] lr: 8.621e-02, eta: 7 days, 1:57:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5648, loss_cls: 3.1504, loss: 3.1504, grad_norm: 2.3182 2020-07-26 02:47:36,235 - mmaction - INFO - Epoch [63][2100/3757] lr: 8.621e-02, eta: 7 days, 1:57:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5867, loss_cls: 3.1213, loss: 3.1213, grad_norm: 2.1717 2020-07-26 02:47:52,045 - mmaction - INFO - Epoch [63][2120/3757] lr: 8.621e-02, eta: 7 days, 1:57:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5789, loss_cls: 3.1214, loss: 3.1214, grad_norm: 2.3100 2020-07-26 02:48:07,886 - mmaction - INFO - Epoch [63][2140/3757] lr: 8.621e-02, eta: 7 days, 1:56:48, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5953, loss_cls: 3.0560, loss: 3.0560, grad_norm: 2.3580 2020-07-26 02:48:23,828 - mmaction - INFO - Epoch [63][2160/3757] lr: 8.621e-02, eta: 7 days, 1:56:26, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6141, loss_cls: 3.0245, loss: 3.0245, grad_norm: 2.3139 2020-07-26 02:48:39,740 - mmaction - INFO - Epoch [63][2180/3757] lr: 8.621e-02, eta: 7 days, 1:56:04, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5883, loss_cls: 3.0482, loss: 3.0482, grad_norm: 2.3150 2020-07-26 02:48:55,579 - mmaction - INFO - Epoch [63][2200/3757] lr: 8.621e-02, eta: 7 days, 1:55:42, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5867, loss_cls: 3.0481, loss: 3.0481, grad_norm: 2.3173 2020-07-26 02:49:11,384 - mmaction - INFO - Epoch [63][2220/3757] lr: 8.621e-02, eta: 7 days, 1:55:19, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5703, loss_cls: 3.1381, loss: 3.1381, grad_norm: 2.3321 2020-07-26 02:49:27,226 - mmaction - INFO - Epoch [63][2240/3757] lr: 8.621e-02, eta: 7 days, 1:54:57, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5867, loss_cls: 3.0427, loss: 3.0427, grad_norm: 2.2453 2020-07-26 02:49:43,090 - mmaction - INFO - Epoch [63][2260/3757] lr: 8.621e-02, eta: 7 days, 1:54:34, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5859, loss_cls: 3.0097, loss: 3.0097, grad_norm: 2.2837 2020-07-26 02:49:58,877 - mmaction - INFO - Epoch [63][2280/3757] lr: 8.621e-02, eta: 7 days, 1:54:12, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5961, loss_cls: 2.9895, loss: 2.9895, grad_norm: 2.2527 2020-07-26 02:50:14,720 - mmaction - INFO - Epoch [63][2300/3757] lr: 8.621e-02, eta: 7 days, 1:53:49, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5680, loss_cls: 3.1370, loss: 3.1370, grad_norm: 2.3659 2020-07-26 02:50:30,485 - mmaction - INFO - Epoch [63][2320/3757] lr: 8.621e-02, eta: 7 days, 1:53:27, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 3.0904, loss: 3.0904, grad_norm: 2.2448 2020-07-26 02:50:46,200 - mmaction - INFO - Epoch [63][2340/3757] lr: 8.621e-02, eta: 7 days, 1:53:03, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 3.0145, loss: 3.0145, grad_norm: 2.2864 2020-07-26 02:51:02,011 - mmaction - INFO - Epoch [63][2360/3757] lr: 8.621e-02, eta: 7 days, 1:52:41, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6000, loss_cls: 2.9845, loss: 2.9845, grad_norm: 2.3568 2020-07-26 02:51:17,831 - mmaction - INFO - Epoch [63][2380/3757] lr: 8.621e-02, eta: 7 days, 1:52:18, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5781, loss_cls: 3.1033, loss: 3.1033, grad_norm: 2.2870 2020-07-26 02:51:33,649 - mmaction - INFO - Epoch [63][2400/3757] lr: 8.621e-02, eta: 7 days, 1:51:56, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5555, loss_cls: 3.1839, loss: 3.1839, grad_norm: 2.2504 2020-07-26 02:51:49,589 - mmaction - INFO - Epoch [63][2420/3757] lr: 8.621e-02, eta: 7 days, 1:51:34, time: 0.797, data_time: 0.005, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5766, loss_cls: 3.1250, loss: 3.1250, grad_norm: 2.2150 2020-07-26 02:52:05,428 - mmaction - INFO - Epoch [63][2440/3757] lr: 8.621e-02, eta: 7 days, 1:51:12, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5969, loss_cls: 2.9919, loss: 2.9919, grad_norm: 2.2885 2020-07-26 02:52:21,394 - mmaction - INFO - Epoch [63][2460/3757] lr: 8.621e-02, eta: 7 days, 1:50:50, time: 0.799, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5719, loss_cls: 3.1003, loss: 3.1003, grad_norm: 2.2506 2020-07-26 02:52:37,301 - mmaction - INFO - Epoch [63][2480/3757] lr: 8.621e-02, eta: 7 days, 1:50:28, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5969, loss_cls: 3.0043, loss: 3.0043, grad_norm: 2.2877 2020-07-26 02:52:53,255 - mmaction - INFO - Epoch [63][2500/3757] lr: 8.621e-02, eta: 7 days, 1:50:06, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5875, loss_cls: 3.0593, loss: 3.0593, grad_norm: 2.3482 2020-07-26 02:53:09,045 - mmaction - INFO - Epoch [63][2520/3757] lr: 8.621e-02, eta: 7 days, 1:49:44, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5883, loss_cls: 3.0100, loss: 3.0100, grad_norm: 2.2907 2020-07-26 02:53:24,782 - mmaction - INFO - Epoch [63][2540/3757] lr: 8.621e-02, eta: 7 days, 1:49:21, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5563, loss_cls: 3.2023, loss: 3.2023, grad_norm: 2.3498 2020-07-26 02:53:40,505 - mmaction - INFO - Epoch [63][2560/3757] lr: 8.621e-02, eta: 7 days, 1:48:58, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5977, loss_cls: 3.0872, loss: 3.0872, grad_norm: 2.2771 2020-07-26 02:53:56,226 - mmaction - INFO - Epoch [63][2580/3757] lr: 8.621e-02, eta: 7 days, 1:48:34, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5742, loss_cls: 3.0800, loss: 3.0800, grad_norm: 2.2929 2020-07-26 02:54:12,087 - mmaction - INFO - Epoch [63][2600/3757] lr: 8.621e-02, eta: 7 days, 1:48:12, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6062, loss_cls: 2.9475, loss: 2.9475, grad_norm: 2.2668 2020-07-26 02:54:27,848 - mmaction - INFO - Epoch [63][2620/3757] lr: 8.621e-02, eta: 7 days, 1:47:49, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5695, loss_cls: 3.1011, loss: 3.1011, grad_norm: 2.3254 2020-07-26 02:54:43,661 - mmaction - INFO - Epoch [63][2640/3757] lr: 8.621e-02, eta: 7 days, 1:47:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6039, loss_cls: 3.0280, loss: 3.0280, grad_norm: 2.3625 2020-07-26 02:54:59,515 - mmaction - INFO - Epoch [63][2660/3757] lr: 8.621e-02, eta: 7 days, 1:47:04, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5586, loss_cls: 3.2217, loss: 3.2217, grad_norm: 2.3384 2020-07-26 02:55:15,281 - mmaction - INFO - Epoch [63][2680/3757] lr: 8.621e-02, eta: 7 days, 1:46:42, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6078, loss_cls: 2.9840, loss: 2.9840, grad_norm: 2.3067 2020-07-26 02:55:31,337 - mmaction - INFO - Epoch [63][2700/3757] lr: 8.621e-02, eta: 7 days, 1:46:21, time: 0.803, data_time: 0.013, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6016, loss_cls: 2.9567, loss: 2.9567, grad_norm: 2.3338 2020-07-26 02:55:47,157 - mmaction - INFO - Epoch [63][2720/3757] lr: 8.621e-02, eta: 7 days, 1:45:58, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5742, loss_cls: 3.0638, loss: 3.0638, grad_norm: 2.3819 2020-07-26 02:56:02,889 - mmaction - INFO - Epoch [63][2740/3757] lr: 8.621e-02, eta: 7 days, 1:45:35, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5922, loss_cls: 3.0432, loss: 3.0432, grad_norm: 2.3455 2020-07-26 02:56:18,704 - mmaction - INFO - Epoch [63][2760/3757] lr: 8.621e-02, eta: 7 days, 1:45:13, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5734, loss_cls: 3.1266, loss: 3.1266, grad_norm: 2.2602 2020-07-26 02:56:34,447 - mmaction - INFO - Epoch [63][2780/3757] lr: 8.621e-02, eta: 7 days, 1:44:50, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5758, loss_cls: 3.0849, loss: 3.0849, grad_norm: 2.2873 2020-07-26 02:56:50,252 - mmaction - INFO - Epoch [63][2800/3757] lr: 8.621e-02, eta: 7 days, 1:44:27, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5820, loss_cls: 3.1008, loss: 3.1008, grad_norm: 2.2895 2020-07-26 02:57:06,112 - mmaction - INFO - Epoch [63][2820/3757] lr: 8.621e-02, eta: 7 days, 1:44:05, time: 0.792, data_time: 0.009, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5680, loss_cls: 3.1347, loss: 3.1347, grad_norm: 2.3170 2020-07-26 02:57:21,888 - mmaction - INFO - Epoch [63][2840/3757] lr: 8.621e-02, eta: 7 days, 1:43:42, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5961, loss_cls: 3.0229, loss: 3.0229, grad_norm: 2.2155 2020-07-26 02:57:37,690 - mmaction - INFO - Epoch [63][2860/3757] lr: 8.621e-02, eta: 7 days, 1:43:20, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5875, loss_cls: 3.0511, loss: 3.0511, grad_norm: 2.2767 2020-07-26 02:57:53,461 - mmaction - INFO - Epoch [63][2880/3757] lr: 8.621e-02, eta: 7 days, 1:42:57, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5820, loss_cls: 3.0113, loss: 3.0113, grad_norm: 2.2900 2020-07-26 02:58:09,246 - mmaction - INFO - Epoch [63][2900/3757] lr: 8.621e-02, eta: 7 days, 1:42:34, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5891, loss_cls: 3.0413, loss: 3.0413, grad_norm: 2.3294 2020-07-26 02:58:25,088 - mmaction - INFO - Epoch [63][2920/3757] lr: 8.621e-02, eta: 7 days, 1:42:12, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5594, loss_cls: 3.1494, loss: 3.1494, grad_norm: 2.3597 2020-07-26 02:58:40,961 - mmaction - INFO - Epoch [63][2940/3757] lr: 8.621e-02, eta: 7 days, 1:41:50, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5852, loss_cls: 3.0837, loss: 3.0837, grad_norm: 2.2730 2020-07-26 02:58:56,745 - mmaction - INFO - Epoch [63][2960/3757] lr: 8.621e-02, eta: 7 days, 1:41:27, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5703, loss_cls: 3.1754, loss: 3.1754, grad_norm: 2.3193 2020-07-26 02:59:12,599 - mmaction - INFO - Epoch [63][2980/3757] lr: 8.621e-02, eta: 7 days, 1:41:05, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5813, loss_cls: 3.1434, loss: 3.1434, grad_norm: 2.3304 2020-07-26 02:59:28,398 - mmaction - INFO - Epoch [63][3000/3757] lr: 8.621e-02, eta: 7 days, 1:40:42, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.0718, loss: 3.0718, grad_norm: 2.3524 2020-07-26 02:59:44,301 - mmaction - INFO - Epoch [63][3020/3757] lr: 8.621e-02, eta: 7 days, 1:40:20, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.0627, loss: 3.0627, grad_norm: 2.3129 2020-07-26 03:00:00,080 - mmaction - INFO - Epoch [63][3040/3757] lr: 8.621e-02, eta: 7 days, 1:39:58, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.6031, loss_cls: 3.0425, loss: 3.0425, grad_norm: 2.2383 2020-07-26 03:00:21,709 - mmaction - INFO - Epoch [63][3060/3757] lr: 8.621e-02, eta: 7 days, 1:40:07, time: 1.079, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5734, loss_cls: 3.1752, loss: 3.1752, grad_norm: 2.3311 2020-07-26 03:00:37,603 - mmaction - INFO - Epoch [63][3080/3757] lr: 8.621e-02, eta: 7 days, 1:39:45, time: 0.797, data_time: 0.006, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5625, loss_cls: 3.1032, loss: 3.1032, grad_norm: 2.2745 2020-07-26 03:00:53,480 - mmaction - INFO - Epoch [63][3100/3757] lr: 8.621e-02, eta: 7 days, 1:39:23, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5797, loss_cls: 3.0452, loss: 3.0452, grad_norm: 2.3324 2020-07-26 03:01:09,258 - mmaction - INFO - Epoch [63][3120/3757] lr: 8.621e-02, eta: 7 days, 1:39:01, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5672, loss_cls: 3.1232, loss: 3.1232, grad_norm: 2.3179 2020-07-26 03:01:25,109 - mmaction - INFO - Epoch [63][3140/3757] lr: 8.621e-02, eta: 7 days, 1:38:38, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5898, loss_cls: 3.0368, loss: 3.0368, grad_norm: 2.3074 2020-07-26 03:01:40,898 - mmaction - INFO - Epoch [63][3160/3757] lr: 8.621e-02, eta: 7 days, 1:38:16, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5992, loss_cls: 3.0241, loss: 3.0241, grad_norm: 2.2199 2020-07-26 03:01:56,616 - mmaction - INFO - Epoch [63][3180/3757] lr: 8.621e-02, eta: 7 days, 1:37:53, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5930, loss_cls: 3.0449, loss: 3.0449, grad_norm: 2.3206 2020-07-26 03:02:12,407 - mmaction - INFO - Epoch [63][3200/3757] lr: 8.621e-02, eta: 7 days, 1:37:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5773, loss_cls: 3.1167, loss: 3.1167, grad_norm: 2.3121 2020-07-26 03:02:28,214 - mmaction - INFO - Epoch [63][3220/3757] lr: 8.621e-02, eta: 7 days, 1:37:08, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5938, loss_cls: 3.0293, loss: 3.0293, grad_norm: 2.3372 2020-07-26 03:02:44,000 - mmaction - INFO - Epoch [63][3240/3757] lr: 8.621e-02, eta: 7 days, 1:36:45, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.6055, loss_cls: 3.0221, loss: 3.0221, grad_norm: 2.3967 2020-07-26 03:02:59,802 - mmaction - INFO - Epoch [63][3260/3757] lr: 8.621e-02, eta: 7 days, 1:36:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.1176, loss: 3.1176, grad_norm: 2.3307 2020-07-26 03:03:15,635 - mmaction - INFO - Epoch [63][3280/3757] lr: 8.621e-02, eta: 7 days, 1:36:00, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5891, loss_cls: 3.0561, loss: 3.0561, grad_norm: 2.2969 2020-07-26 03:03:31,506 - mmaction - INFO - Epoch [63][3300/3757] lr: 8.621e-02, eta: 7 days, 1:35:38, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5797, loss_cls: 3.1090, loss: 3.1090, grad_norm: 2.2786 2020-07-26 03:03:47,293 - mmaction - INFO - Epoch [63][3320/3757] lr: 8.621e-02, eta: 7 days, 1:35:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5828, loss_cls: 3.1086, loss: 3.1086, grad_norm: 2.3419 2020-07-26 03:04:03,070 - mmaction - INFO - Epoch [63][3340/3757] lr: 8.621e-02, eta: 7 days, 1:34:53, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5828, loss_cls: 3.0770, loss: 3.0770, grad_norm: 2.2890 2020-07-26 03:04:18,940 - mmaction - INFO - Epoch [63][3360/3757] lr: 8.621e-02, eta: 7 days, 1:34:31, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5742, loss_cls: 3.0981, loss: 3.0981, grad_norm: 2.3129 2020-07-26 03:04:34,745 - mmaction - INFO - Epoch [63][3380/3757] lr: 8.621e-02, eta: 7 days, 1:34:08, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5875, loss_cls: 3.0811, loss: 3.0811, grad_norm: 2.2994 2020-07-26 03:04:50,584 - mmaction - INFO - Epoch [63][3400/3757] lr: 8.621e-02, eta: 7 days, 1:33:46, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5914, loss_cls: 3.0031, loss: 3.0031, grad_norm: 2.2810 2020-07-26 03:05:06,429 - mmaction - INFO - Epoch [63][3420/3757] lr: 8.621e-02, eta: 7 days, 1:33:24, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6070, loss_cls: 3.0253, loss: 3.0253, grad_norm: 2.3298 2020-07-26 03:05:22,197 - mmaction - INFO - Epoch [63][3440/3757] lr: 8.621e-02, eta: 7 days, 1:33:01, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5984, loss_cls: 3.0236, loss: 3.0236, grad_norm: 2.2579 2020-07-26 03:05:38,113 - mmaction - INFO - Epoch [63][3460/3757] lr: 8.621e-02, eta: 7 days, 1:32:39, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5703, loss_cls: 3.1294, loss: 3.1294, grad_norm: 2.2986 2020-07-26 03:05:53,879 - mmaction - INFO - Epoch [63][3480/3757] lr: 8.621e-02, eta: 7 days, 1:32:16, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6117, loss_cls: 2.9755, loss: 2.9755, grad_norm: 2.3124 2020-07-26 03:06:09,707 - mmaction - INFO - Epoch [63][3500/3757] lr: 8.621e-02, eta: 7 days, 1:31:54, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6031, loss_cls: 2.9575, loss: 2.9575, grad_norm: 2.3705 2020-07-26 03:06:25,483 - mmaction - INFO - Epoch [63][3520/3757] lr: 8.621e-02, eta: 7 days, 1:31:31, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5859, loss_cls: 3.1068, loss: 3.1068, grad_norm: 2.3304 2020-07-26 03:06:41,320 - mmaction - INFO - Epoch [63][3540/3757] lr: 8.621e-02, eta: 7 days, 1:31:09, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5922, loss_cls: 3.0549, loss: 3.0549, grad_norm: 2.3042 2020-07-26 03:06:57,125 - mmaction - INFO - Epoch [63][3560/3757] lr: 8.621e-02, eta: 7 days, 1:30:47, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5703, loss_cls: 3.1014, loss: 3.1014, grad_norm: 2.3216 2020-07-26 03:07:12,836 - mmaction - INFO - Epoch [63][3580/3757] lr: 8.621e-02, eta: 7 days, 1:30:24, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5695, loss_cls: 3.1301, loss: 3.1301, grad_norm: 2.3551 2020-07-26 03:07:28,650 - mmaction - INFO - Epoch [63][3600/3757] lr: 8.621e-02, eta: 7 days, 1:30:01, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5742, loss_cls: 3.1023, loss: 3.1023, grad_norm: 2.2558 2020-07-26 03:07:44,554 - mmaction - INFO - Epoch [63][3620/3757] lr: 8.621e-02, eta: 7 days, 1:29:39, time: 0.796, data_time: 0.012, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5875, loss_cls: 3.0466, loss: 3.0466, grad_norm: 2.3283 2020-07-26 03:08:00,378 - mmaction - INFO - Epoch [63][3640/3757] lr: 8.621e-02, eta: 7 days, 1:29:17, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5766, loss_cls: 3.0895, loss: 3.0895, grad_norm: 2.2904 2020-07-26 03:08:16,115 - mmaction - INFO - Epoch [63][3660/3757] lr: 8.621e-02, eta: 7 days, 1:28:54, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5727, loss_cls: 3.0642, loss: 3.0642, grad_norm: 2.2533 2020-07-26 03:08:32,021 - mmaction - INFO - Epoch [63][3680/3757] lr: 8.621e-02, eta: 7 days, 1:28:32, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5703, loss_cls: 3.0959, loss: 3.0959, grad_norm: 2.2843 2020-07-26 03:08:47,792 - mmaction - INFO - Epoch [63][3700/3757] lr: 8.621e-02, eta: 7 days, 1:28:09, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5805, loss_cls: 3.1174, loss: 3.1174, grad_norm: 2.2525 2020-07-26 03:09:03,580 - mmaction - INFO - Epoch [63][3720/3757] lr: 8.621e-02, eta: 7 days, 1:27:47, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.1276, loss: 3.1276, grad_norm: 2.3114 2020-07-26 03:09:19,423 - mmaction - INFO - Epoch [63][3740/3757] lr: 8.621e-02, eta: 7 days, 1:27:25, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5766, loss_cls: 3.0842, loss: 3.0842, grad_norm: 2.3430 2020-07-26 03:12:48,703 - mmaction - INFO - Epoch [64][20/3757] lr: 8.579e-02, eta: 7 days, 1:41:23, time: 9.438, data_time: 8.540, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5898, loss_cls: 3.0507, loss: 3.0507, grad_norm: 2.2953 2020-07-26 03:13:04,481 - mmaction - INFO - Epoch [64][40/3757] lr: 8.579e-02, eta: 7 days, 1:41:00, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5680, loss_cls: 3.0969, loss: 3.0969, grad_norm: 2.3541 2020-07-26 03:13:20,267 - mmaction - INFO - Epoch [64][60/3757] lr: 8.579e-02, eta: 7 days, 1:40:37, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5859, loss_cls: 3.1052, loss: 3.1052, grad_norm: 2.3262 2020-07-26 03:13:36,102 - mmaction - INFO - Epoch [64][80/3757] lr: 8.579e-02, eta: 7 days, 1:40:15, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6055, loss_cls: 3.0084, loss: 3.0084, grad_norm: 2.3110 2020-07-26 03:13:51,969 - mmaction - INFO - Epoch [64][100/3757] lr: 8.579e-02, eta: 7 days, 1:39:52, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5922, loss_cls: 2.9912, loss: 2.9912, grad_norm: 2.2373 2020-07-26 03:14:07,837 - mmaction - INFO - Epoch [64][120/3757] lr: 8.579e-02, eta: 7 days, 1:39:30, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 2.9820, loss: 2.9820, grad_norm: 2.3135 2020-07-26 03:14:23,604 - mmaction - INFO - Epoch [64][140/3757] lr: 8.579e-02, eta: 7 days, 1:39:07, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5922, loss_cls: 3.0279, loss: 3.0279, grad_norm: 2.2559 2020-07-26 03:14:39,407 - mmaction - INFO - Epoch [64][160/3757] lr: 8.579e-02, eta: 7 days, 1:38:45, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5922, loss_cls: 2.9795, loss: 2.9795, grad_norm: 2.3319 2020-07-26 03:14:55,157 - mmaction - INFO - Epoch [64][180/3757] lr: 8.579e-02, eta: 7 days, 1:38:22, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5953, loss_cls: 3.0037, loss: 3.0037, grad_norm: 2.3779 2020-07-26 03:15:11,040 - mmaction - INFO - Epoch [64][200/3757] lr: 8.579e-02, eta: 7 days, 1:38:00, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5734, loss_cls: 3.1341, loss: 3.1341, grad_norm: 2.3830 2020-07-26 03:15:26,879 - mmaction - INFO - Epoch [64][220/3757] lr: 8.579e-02, eta: 7 days, 1:37:37, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5930, loss_cls: 3.0863, loss: 3.0863, grad_norm: 2.3017 2020-07-26 03:15:42,583 - mmaction - INFO - Epoch [64][240/3757] lr: 8.579e-02, eta: 7 days, 1:37:14, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6172, loss_cls: 2.9475, loss: 2.9475, grad_norm: 2.3220 2020-07-26 03:15:58,281 - mmaction - INFO - Epoch [64][260/3757] lr: 8.579e-02, eta: 7 days, 1:36:51, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5773, loss_cls: 3.1040, loss: 3.1040, grad_norm: 2.3572 2020-07-26 03:16:14,100 - mmaction - INFO - Epoch [64][280/3757] lr: 8.579e-02, eta: 7 days, 1:36:28, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5789, loss_cls: 3.0951, loss: 3.0951, grad_norm: 2.2675 2020-07-26 03:16:29,962 - mmaction - INFO - Epoch [64][300/3757] lr: 8.579e-02, eta: 7 days, 1:36:06, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5781, loss_cls: 3.1082, loss: 3.1082, grad_norm: 2.3196 2020-07-26 03:16:45,793 - mmaction - INFO - Epoch [64][320/3757] lr: 8.579e-02, eta: 7 days, 1:35:44, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5781, loss_cls: 3.1383, loss: 3.1383, grad_norm: 2.2989 2020-07-26 03:17:01,589 - mmaction - INFO - Epoch [64][340/3757] lr: 8.579e-02, eta: 7 days, 1:35:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6000, loss_cls: 2.9748, loss: 2.9748, grad_norm: 2.2950 2020-07-26 03:17:17,398 - mmaction - INFO - Epoch [64][360/3757] lr: 8.579e-02, eta: 7 days, 1:34:59, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5797, loss_cls: 3.0892, loss: 3.0892, grad_norm: 2.3083 2020-07-26 03:17:33,223 - mmaction - INFO - Epoch [64][380/3757] lr: 8.579e-02, eta: 7 days, 1:34:36, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6023, loss_cls: 3.0488, loss: 3.0488, grad_norm: 2.2493 2020-07-26 03:17:49,015 - mmaction - INFO - Epoch [64][400/3757] lr: 8.579e-02, eta: 7 days, 1:34:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5977, loss_cls: 3.0369, loss: 3.0369, grad_norm: 2.2534 2020-07-26 03:18:04,856 - mmaction - INFO - Epoch [64][420/3757] lr: 8.579e-02, eta: 7 days, 1:33:51, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6094, loss_cls: 2.9567, loss: 2.9567, grad_norm: 2.3276 2020-07-26 03:18:20,899 - mmaction - INFO - Epoch [64][440/3757] lr: 8.579e-02, eta: 7 days, 1:33:30, time: 0.802, data_time: 0.014, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.1530, loss: 3.1530, grad_norm: 2.3970 2020-07-26 03:18:36,758 - mmaction - INFO - Epoch [64][460/3757] lr: 8.579e-02, eta: 7 days, 1:33:07, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5820, loss_cls: 3.0455, loss: 3.0455, grad_norm: 2.2998 2020-07-26 03:18:52,553 - mmaction - INFO - Epoch [64][480/3757] lr: 8.579e-02, eta: 7 days, 1:32:45, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6039, loss_cls: 3.0549, loss: 3.0549, grad_norm: 2.3225 2020-07-26 03:19:08,347 - mmaction - INFO - Epoch [64][500/3757] lr: 8.579e-02, eta: 7 days, 1:32:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5633, loss_cls: 3.1226, loss: 3.1226, grad_norm: 2.2993 2020-07-26 03:19:24,234 - mmaction - INFO - Epoch [64][520/3757] lr: 8.579e-02, eta: 7 days, 1:32:00, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5984, loss_cls: 3.0651, loss: 3.0651, grad_norm: 2.3695 2020-07-26 03:19:40,081 - mmaction - INFO - Epoch [64][540/3757] lr: 8.579e-02, eta: 7 days, 1:31:38, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6055, loss_cls: 3.0536, loss: 3.0536, grad_norm: 2.3709 2020-07-26 03:19:55,895 - mmaction - INFO - Epoch [64][560/3757] lr: 8.579e-02, eta: 7 days, 1:31:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5641, loss_cls: 3.1686, loss: 3.1686, grad_norm: 2.2978 2020-07-26 03:20:11,747 - mmaction - INFO - Epoch [64][580/3757] lr: 8.579e-02, eta: 7 days, 1:30:53, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5758, loss_cls: 3.1433, loss: 3.1433, grad_norm: 2.3388 2020-07-26 03:20:27,600 - mmaction - INFO - Epoch [64][600/3757] lr: 8.579e-02, eta: 7 days, 1:30:31, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5641, loss_cls: 3.1442, loss: 3.1442, grad_norm: 2.3292 2020-07-26 03:20:43,356 - mmaction - INFO - Epoch [64][620/3757] lr: 8.579e-02, eta: 7 days, 1:30:08, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6039, loss_cls: 2.9790, loss: 2.9790, grad_norm: 2.1887 2020-07-26 03:20:59,225 - mmaction - INFO - Epoch [64][640/3757] lr: 8.579e-02, eta: 7 days, 1:29:46, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 2.9911, loss: 2.9911, grad_norm: 2.2936 2020-07-26 03:21:15,087 - mmaction - INFO - Epoch [64][660/3757] lr: 8.579e-02, eta: 7 days, 1:29:23, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5648, loss_cls: 3.0896, loss: 3.0896, grad_norm: 2.3435 2020-07-26 03:21:30,890 - mmaction - INFO - Epoch [64][680/3757] lr: 8.579e-02, eta: 7 days, 1:29:01, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5992, loss_cls: 3.0345, loss: 3.0345, grad_norm: 2.3388 2020-07-26 03:21:46,670 - mmaction - INFO - Epoch [64][700/3757] lr: 8.579e-02, eta: 7 days, 1:28:38, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.0133, loss: 3.0133, grad_norm: 2.2983 2020-07-26 03:22:02,562 - mmaction - INFO - Epoch [64][720/3757] lr: 8.579e-02, eta: 7 days, 1:28:16, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5727, loss_cls: 3.0554, loss: 3.0554, grad_norm: 2.3268 2020-07-26 03:22:18,311 - mmaction - INFO - Epoch [64][740/3757] lr: 8.579e-02, eta: 7 days, 1:27:53, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5953, loss_cls: 3.0441, loss: 3.0441, grad_norm: 2.3124 2020-07-26 03:22:34,141 - mmaction - INFO - Epoch [64][760/3757] lr: 8.579e-02, eta: 7 days, 1:27:31, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5898, loss_cls: 3.0883, loss: 3.0883, grad_norm: 2.4028 2020-07-26 03:22:49,955 - mmaction - INFO - Epoch [64][780/3757] lr: 8.579e-02, eta: 7 days, 1:27:08, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5836, loss_cls: 2.9855, loss: 2.9855, grad_norm: 2.2446 2020-07-26 03:23:05,756 - mmaction - INFO - Epoch [64][800/3757] lr: 8.579e-02, eta: 7 days, 1:26:46, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5773, loss_cls: 3.0668, loss: 3.0668, grad_norm: 2.2965 2020-07-26 03:23:21,500 - mmaction - INFO - Epoch [64][820/3757] lr: 8.579e-02, eta: 7 days, 1:26:23, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5867, loss_cls: 3.0926, loss: 3.0926, grad_norm: 2.3157 2020-07-26 03:23:37,277 - mmaction - INFO - Epoch [64][840/3757] lr: 8.579e-02, eta: 7 days, 1:26:00, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5727, loss_cls: 3.1352, loss: 3.1352, grad_norm: 2.2918 2020-07-26 03:23:53,081 - mmaction - INFO - Epoch [64][860/3757] lr: 8.579e-02, eta: 7 days, 1:25:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5797, loss_cls: 3.1386, loss: 3.1386, grad_norm: 2.3111 2020-07-26 03:24:08,931 - mmaction - INFO - Epoch [64][880/3757] lr: 8.579e-02, eta: 7 days, 1:25:16, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5813, loss_cls: 3.0918, loss: 3.0918, grad_norm: 2.3458 2020-07-26 03:24:24,735 - mmaction - INFO - Epoch [64][900/3757] lr: 8.579e-02, eta: 7 days, 1:24:53, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5703, loss_cls: 3.1153, loss: 3.1153, grad_norm: 2.3397 2020-07-26 03:24:40,573 - mmaction - INFO - Epoch [64][920/3757] lr: 8.579e-02, eta: 7 days, 1:24:31, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5695, loss_cls: 3.1879, loss: 3.1879, grad_norm: 2.3209 2020-07-26 03:24:56,448 - mmaction - INFO - Epoch [64][940/3757] lr: 8.579e-02, eta: 7 days, 1:24:09, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5742, loss_cls: 3.0969, loss: 3.0969, grad_norm: 2.3073 2020-07-26 03:25:12,390 - mmaction - INFO - Epoch [64][960/3757] lr: 8.579e-02, eta: 7 days, 1:23:47, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5734, loss_cls: 3.0608, loss: 3.0608, grad_norm: 2.2998 2020-07-26 03:25:28,125 - mmaction - INFO - Epoch [64][980/3757] lr: 8.579e-02, eta: 7 days, 1:23:24, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6156, loss_cls: 2.8864, loss: 2.8864, grad_norm: 2.3207 2020-07-26 03:25:43,960 - mmaction - INFO - Epoch [64][1000/3757] lr: 8.579e-02, eta: 7 days, 1:23:02, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5875, loss_cls: 3.0163, loss: 3.0163, grad_norm: 2.3619 2020-07-26 03:25:59,755 - mmaction - INFO - Epoch [64][1020/3757] lr: 8.579e-02, eta: 7 days, 1:22:39, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5766, loss_cls: 3.0991, loss: 3.0991, grad_norm: 2.3373 2020-07-26 03:26:15,641 - mmaction - INFO - Epoch [64][1040/3757] lr: 8.579e-02, eta: 7 days, 1:22:17, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5742, loss_cls: 3.1105, loss: 3.1105, grad_norm: 2.3411 2020-07-26 03:26:31,641 - mmaction - INFO - Epoch [64][1060/3757] lr: 8.579e-02, eta: 7 days, 1:21:55, time: 0.800, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5742, loss_cls: 3.0964, loss: 3.0964, grad_norm: 2.2779 2020-07-26 03:26:47,466 - mmaction - INFO - Epoch [64][1080/3757] lr: 8.579e-02, eta: 7 days, 1:21:33, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5734, loss_cls: 3.0976, loss: 3.0976, grad_norm: 2.2626 2020-07-26 03:27:03,272 - mmaction - INFO - Epoch [64][1100/3757] lr: 8.579e-02, eta: 7 days, 1:21:11, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6094, loss_cls: 2.9929, loss: 2.9929, grad_norm: 2.2669 2020-07-26 03:27:19,049 - mmaction - INFO - Epoch [64][1120/3757] lr: 8.579e-02, eta: 7 days, 1:20:48, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5797, loss_cls: 3.0465, loss: 3.0465, grad_norm: 2.2997 2020-07-26 03:27:34,785 - mmaction - INFO - Epoch [64][1140/3757] lr: 8.579e-02, eta: 7 days, 1:20:25, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5742, loss_cls: 3.0597, loss: 3.0597, grad_norm: 2.3602 2020-07-26 03:27:50,586 - mmaction - INFO - Epoch [64][1160/3757] lr: 8.579e-02, eta: 7 days, 1:20:02, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5867, loss_cls: 3.0993, loss: 3.0993, grad_norm: 2.4330 2020-07-26 03:28:06,404 - mmaction - INFO - Epoch [64][1180/3757] lr: 8.579e-02, eta: 7 days, 1:19:40, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5664, loss_cls: 3.1603, loss: 3.1603, grad_norm: 2.3420 2020-07-26 03:28:22,229 - mmaction - INFO - Epoch [64][1200/3757] lr: 8.579e-02, eta: 7 days, 1:19:18, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6125, loss_cls: 2.9670, loss: 2.9670, grad_norm: 2.2815 2020-07-26 03:28:38,052 - mmaction - INFO - Epoch [64][1220/3757] lr: 8.579e-02, eta: 7 days, 1:18:55, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5977, loss_cls: 3.0027, loss: 3.0027, grad_norm: 2.3760 2020-07-26 03:28:53,836 - mmaction - INFO - Epoch [64][1240/3757] lr: 8.579e-02, eta: 7 days, 1:18:33, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5914, loss_cls: 3.0268, loss: 3.0268, grad_norm: 2.3089 2020-07-26 03:29:09,716 - mmaction - INFO - Epoch [64][1260/3757] lr: 8.579e-02, eta: 7 days, 1:18:11, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6125, loss_cls: 2.9846, loss: 2.9846, grad_norm: 2.3522 2020-07-26 03:29:25,453 - mmaction - INFO - Epoch [64][1280/3757] lr: 8.579e-02, eta: 7 days, 1:17:48, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5813, loss_cls: 3.0806, loss: 3.0806, grad_norm: 2.3589 2020-07-26 03:29:41,257 - mmaction - INFO - Epoch [64][1300/3757] lr: 8.579e-02, eta: 7 days, 1:17:25, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5906, loss_cls: 3.1252, loss: 3.1252, grad_norm: 2.2743 2020-07-26 03:29:57,050 - mmaction - INFO - Epoch [64][1320/3757] lr: 8.579e-02, eta: 7 days, 1:17:03, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5945, loss_cls: 3.0889, loss: 3.0889, grad_norm: 2.3695 2020-07-26 03:30:12,923 - mmaction - INFO - Epoch [64][1340/3757] lr: 8.579e-02, eta: 7 days, 1:16:41, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5828, loss_cls: 3.0770, loss: 3.0770, grad_norm: 2.3454 2020-07-26 03:30:28,691 - mmaction - INFO - Epoch [64][1360/3757] lr: 8.579e-02, eta: 7 days, 1:16:18, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5805, loss_cls: 3.1331, loss: 3.1331, grad_norm: 2.3241 2020-07-26 03:30:44,539 - mmaction - INFO - Epoch [64][1380/3757] lr: 8.579e-02, eta: 7 days, 1:15:56, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5961, loss_cls: 3.0180, loss: 3.0180, grad_norm: 2.2638 2020-07-26 03:31:00,358 - mmaction - INFO - Epoch [64][1400/3757] lr: 8.579e-02, eta: 7 days, 1:15:33, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5758, loss_cls: 3.1146, loss: 3.1146, grad_norm: 2.3301 2020-07-26 03:31:16,140 - mmaction - INFO - Epoch [64][1420/3757] lr: 8.579e-02, eta: 7 days, 1:15:11, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5805, loss_cls: 3.1618, loss: 3.1618, grad_norm: 2.2748 2020-07-26 03:31:31,989 - mmaction - INFO - Epoch [64][1440/3757] lr: 8.579e-02, eta: 7 days, 1:14:48, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5984, loss_cls: 3.0110, loss: 3.0110, grad_norm: 2.3169 2020-07-26 03:31:47,782 - mmaction - INFO - Epoch [64][1460/3757] lr: 8.579e-02, eta: 7 days, 1:14:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5820, loss_cls: 3.0759, loss: 3.0759, grad_norm: 2.3516 2020-07-26 03:32:03,649 - mmaction - INFO - Epoch [64][1480/3757] lr: 8.579e-02, eta: 7 days, 1:14:04, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5836, loss_cls: 3.1245, loss: 3.1245, grad_norm: 2.3333 2020-07-26 03:32:19,532 - mmaction - INFO - Epoch [64][1500/3757] lr: 8.579e-02, eta: 7 days, 1:13:42, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5797, loss_cls: 3.0958, loss: 3.0958, grad_norm: 2.2507 2020-07-26 03:32:35,407 - mmaction - INFO - Epoch [64][1520/3757] lr: 8.579e-02, eta: 7 days, 1:13:20, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5992, loss_cls: 3.0569, loss: 3.0569, grad_norm: 2.3223 2020-07-26 03:32:51,136 - mmaction - INFO - Epoch [64][1540/3757] lr: 8.579e-02, eta: 7 days, 1:12:57, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5672, loss_cls: 3.1080, loss: 3.1080, grad_norm: 2.4027 2020-07-26 03:33:06,973 - mmaction - INFO - Epoch [64][1560/3757] lr: 8.579e-02, eta: 7 days, 1:12:35, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5898, loss_cls: 3.0175, loss: 3.0175, grad_norm: 2.3763 2020-07-26 03:33:22,775 - mmaction - INFO - Epoch [64][1580/3757] lr: 8.579e-02, eta: 7 days, 1:12:12, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5648, loss_cls: 3.1115, loss: 3.1115, grad_norm: 2.3038 2020-07-26 03:33:38,630 - mmaction - INFO - Epoch [64][1600/3757] lr: 8.579e-02, eta: 7 days, 1:11:50, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 3.0266, loss: 3.0266, grad_norm: 2.2430 2020-07-26 03:33:54,463 - mmaction - INFO - Epoch [64][1620/3757] lr: 8.579e-02, eta: 7 days, 1:11:28, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5734, loss_cls: 3.1190, loss: 3.1190, grad_norm: 2.2564 2020-07-26 03:34:10,402 - mmaction - INFO - Epoch [64][1640/3757] lr: 8.579e-02, eta: 7 days, 1:11:06, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5750, loss_cls: 3.1400, loss: 3.1400, grad_norm: 2.2975 2020-07-26 03:34:26,217 - mmaction - INFO - Epoch [64][1660/3757] lr: 8.579e-02, eta: 7 days, 1:10:43, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5977, loss_cls: 3.0766, loss: 3.0766, grad_norm: 2.2373 2020-07-26 03:34:41,937 - mmaction - INFO - Epoch [64][1680/3757] lr: 8.579e-02, eta: 7 days, 1:10:21, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5898, loss_cls: 3.0373, loss: 3.0373, grad_norm: 2.3378 2020-07-26 03:34:57,727 - mmaction - INFO - Epoch [64][1700/3757] lr: 8.579e-02, eta: 7 days, 1:09:58, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5680, loss_cls: 3.0776, loss: 3.0776, grad_norm: 2.4003 2020-07-26 03:35:13,596 - mmaction - INFO - Epoch [64][1720/3757] lr: 8.579e-02, eta: 7 days, 1:09:36, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.5984, loss_cls: 3.0170, loss: 3.0170, grad_norm: 2.3013 2020-07-26 03:35:29,495 - mmaction - INFO - Epoch [64][1740/3757] lr: 8.579e-02, eta: 7 days, 1:09:14, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6156, loss_cls: 2.9528, loss: 2.9528, grad_norm: 2.3082 2020-07-26 03:35:45,374 - mmaction - INFO - Epoch [64][1760/3757] lr: 8.579e-02, eta: 7 days, 1:08:52, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6039, loss_cls: 2.9420, loss: 2.9420, grad_norm: 2.2898 2020-07-26 03:36:01,120 - mmaction - INFO - Epoch [64][1780/3757] lr: 8.579e-02, eta: 7 days, 1:08:29, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5828, loss_cls: 3.0992, loss: 3.0992, grad_norm: 2.3607 2020-07-26 03:36:16,900 - mmaction - INFO - Epoch [64][1800/3757] lr: 8.579e-02, eta: 7 days, 1:08:07, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5734, loss_cls: 3.0687, loss: 3.0687, grad_norm: 2.2995 2020-07-26 03:36:32,720 - mmaction - INFO - Epoch [64][1820/3757] lr: 8.579e-02, eta: 7 days, 1:07:44, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5953, loss_cls: 3.0199, loss: 3.0199, grad_norm: 2.2454 2020-07-26 03:36:48,509 - mmaction - INFO - Epoch [64][1840/3757] lr: 8.579e-02, eta: 7 days, 1:07:22, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5984, loss_cls: 2.9980, loss: 2.9980, grad_norm: 2.3447 2020-07-26 03:37:04,281 - mmaction - INFO - Epoch [64][1860/3757] lr: 8.579e-02, eta: 7 days, 1:06:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5719, loss_cls: 3.0617, loss: 3.0617, grad_norm: 2.3670 2020-07-26 03:37:20,124 - mmaction - INFO - Epoch [64][1880/3757] lr: 8.579e-02, eta: 7 days, 1:06:37, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6156, loss_cls: 2.9220, loss: 2.9220, grad_norm: 2.3082 2020-07-26 03:37:35,962 - mmaction - INFO - Epoch [64][1900/3757] lr: 8.579e-02, eta: 7 days, 1:06:15, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5695, loss_cls: 3.0386, loss: 3.0386, grad_norm: 2.3754 2020-07-26 03:37:51,746 - mmaction - INFO - Epoch [64][1920/3757] lr: 8.579e-02, eta: 7 days, 1:05:52, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5656, loss_cls: 3.1290, loss: 3.1290, grad_norm: 2.3362 2020-07-26 03:38:07,494 - mmaction - INFO - Epoch [64][1940/3757] lr: 8.579e-02, eta: 7 days, 1:05:29, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6008, loss_cls: 3.0232, loss: 3.0232, grad_norm: 2.2864 2020-07-26 03:38:23,254 - mmaction - INFO - Epoch [64][1960/3757] lr: 8.579e-02, eta: 7 days, 1:05:07, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5914, loss_cls: 3.1451, loss: 3.1451, grad_norm: 2.3400 2020-07-26 03:38:39,088 - mmaction - INFO - Epoch [64][1980/3757] lr: 8.579e-02, eta: 7 days, 1:04:44, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6047, loss_cls: 3.0031, loss: 3.0031, grad_norm: 2.3110 2020-07-26 03:38:54,845 - mmaction - INFO - Epoch [64][2000/3757] lr: 8.579e-02, eta: 7 days, 1:04:22, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5711, loss_cls: 3.1189, loss: 3.1189, grad_norm: 2.3068 2020-07-26 03:39:10,719 - mmaction - INFO - Epoch [64][2020/3757] lr: 8.579e-02, eta: 7 days, 1:04:00, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5867, loss_cls: 2.9799, loss: 2.9799, grad_norm: 2.3137 2020-07-26 03:39:26,464 - mmaction - INFO - Epoch [64][2040/3757] lr: 8.579e-02, eta: 7 days, 1:03:37, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5711, loss_cls: 3.1167, loss: 3.1167, grad_norm: 2.3038 2020-07-26 03:39:42,304 - mmaction - INFO - Epoch [64][2060/3757] lr: 8.579e-02, eta: 7 days, 1:03:15, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5773, loss_cls: 3.1481, loss: 3.1481, grad_norm: 2.3227 2020-07-26 03:39:58,034 - mmaction - INFO - Epoch [64][2080/3757] lr: 8.579e-02, eta: 7 days, 1:02:52, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.1376, loss: 3.1376, grad_norm: 2.3243 2020-07-26 03:40:13,848 - mmaction - INFO - Epoch [64][2100/3757] lr: 8.579e-02, eta: 7 days, 1:02:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5859, loss_cls: 3.1300, loss: 3.1300, grad_norm: 2.3095 2020-07-26 03:40:29,547 - mmaction - INFO - Epoch [64][2120/3757] lr: 8.579e-02, eta: 7 days, 1:02:07, time: 0.784, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5609, loss_cls: 3.1491, loss: 3.1491, grad_norm: 2.3725 2020-07-26 03:40:45,340 - mmaction - INFO - Epoch [64][2140/3757] lr: 8.579e-02, eta: 7 days, 1:01:44, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5789, loss_cls: 3.1493, loss: 3.1493, grad_norm: 2.2909 2020-07-26 03:41:01,241 - mmaction - INFO - Epoch [64][2160/3757] lr: 8.579e-02, eta: 7 days, 1:01:22, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5844, loss_cls: 3.0589, loss: 3.0589, grad_norm: 2.3162 2020-07-26 03:41:17,060 - mmaction - INFO - Epoch [64][2180/3757] lr: 8.579e-02, eta: 7 days, 1:01:00, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5984, loss_cls: 3.0420, loss: 3.0420, grad_norm: 2.3109 2020-07-26 03:41:32,827 - mmaction - INFO - Epoch [64][2200/3757] lr: 8.579e-02, eta: 7 days, 1:00:37, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6031, loss_cls: 2.9932, loss: 2.9932, grad_norm: 2.3608 2020-07-26 03:41:48,559 - mmaction - INFO - Epoch [64][2220/3757] lr: 8.579e-02, eta: 7 days, 1:00:15, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5750, loss_cls: 3.0890, loss: 3.0890, grad_norm: 2.3004 2020-07-26 03:42:04,321 - mmaction - INFO - Epoch [64][2240/3757] lr: 8.579e-02, eta: 7 days, 0:59:52, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5945, loss_cls: 3.0466, loss: 3.0466, grad_norm: 2.2775 2020-07-26 03:42:20,127 - mmaction - INFO - Epoch [64][2260/3757] lr: 8.579e-02, eta: 7 days, 0:59:30, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5766, loss_cls: 3.0968, loss: 3.0968, grad_norm: 2.2941 2020-07-26 03:42:35,984 - mmaction - INFO - Epoch [64][2280/3757] lr: 8.579e-02, eta: 7 days, 0:59:08, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5687, loss_cls: 3.0885, loss: 3.0885, grad_norm: 2.2938 2020-07-26 03:42:51,857 - mmaction - INFO - Epoch [64][2300/3757] lr: 8.579e-02, eta: 7 days, 0:58:45, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5875, loss_cls: 3.0818, loss: 3.0818, grad_norm: 2.3083 2020-07-26 03:43:07,649 - mmaction - INFO - Epoch [64][2320/3757] lr: 8.579e-02, eta: 7 days, 0:58:23, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5922, loss_cls: 3.0652, loss: 3.0652, grad_norm: 2.3028 2020-07-26 03:43:23,467 - mmaction - INFO - Epoch [64][2340/3757] lr: 8.579e-02, eta: 7 days, 0:58:01, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.2992, top5_acc: 0.5797, loss_cls: 3.1730, loss: 3.1730, grad_norm: 2.3144 2020-07-26 03:43:39,290 - mmaction - INFO - Epoch [64][2360/3757] lr: 8.579e-02, eta: 7 days, 0:57:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5922, loss_cls: 3.0474, loss: 3.0474, grad_norm: 2.3202 2020-07-26 03:43:55,051 - mmaction - INFO - Epoch [64][2380/3757] lr: 8.579e-02, eta: 7 days, 0:57:16, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5836, loss_cls: 3.0749, loss: 3.0749, grad_norm: 2.2606 2020-07-26 03:44:10,918 - mmaction - INFO - Epoch [64][2400/3757] lr: 8.579e-02, eta: 7 days, 0:56:54, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5961, loss_cls: 2.9995, loss: 2.9995, grad_norm: 2.3190 2020-07-26 03:44:26,653 - mmaction - INFO - Epoch [64][2420/3757] lr: 8.579e-02, eta: 7 days, 0:56:31, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5609, loss_cls: 3.1169, loss: 3.1169, grad_norm: 2.3431 2020-07-26 03:44:42,486 - mmaction - INFO - Epoch [64][2440/3757] lr: 8.579e-02, eta: 7 days, 0:56:09, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5758, loss_cls: 3.1012, loss: 3.1012, grad_norm: 2.3567 2020-07-26 03:44:58,240 - mmaction - INFO - Epoch [64][2460/3757] lr: 8.579e-02, eta: 7 days, 0:55:46, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5719, loss_cls: 3.0999, loss: 3.0999, grad_norm: 2.2863 2020-07-26 03:45:14,053 - mmaction - INFO - Epoch [64][2480/3757] lr: 8.579e-02, eta: 7 days, 0:55:24, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5664, loss_cls: 3.1366, loss: 3.1366, grad_norm: 2.2481 2020-07-26 03:45:29,915 - mmaction - INFO - Epoch [64][2500/3757] lr: 8.579e-02, eta: 7 days, 0:55:02, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5914, loss_cls: 3.0812, loss: 3.0812, grad_norm: 2.3125 2020-07-26 03:45:45,774 - mmaction - INFO - Epoch [64][2520/3757] lr: 8.579e-02, eta: 7 days, 0:54:40, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5953, loss_cls: 2.9700, loss: 2.9700, grad_norm: 2.2815 2020-07-26 03:46:01,739 - mmaction - INFO - Epoch [64][2540/3757] lr: 8.579e-02, eta: 7 days, 0:54:18, time: 0.799, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5758, loss_cls: 3.1692, loss: 3.1692, grad_norm: 2.3745 2020-07-26 03:46:17,579 - mmaction - INFO - Epoch [64][2560/3757] lr: 8.579e-02, eta: 7 days, 0:53:56, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5750, loss_cls: 3.0729, loss: 3.0729, grad_norm: 2.2380 2020-07-26 03:46:33,327 - mmaction - INFO - Epoch [64][2580/3757] lr: 8.579e-02, eta: 7 days, 0:53:33, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5828, loss_cls: 3.0845, loss: 3.0845, grad_norm: 2.2738 2020-07-26 03:46:49,217 - mmaction - INFO - Epoch [64][2600/3757] lr: 8.579e-02, eta: 7 days, 0:53:11, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5914, loss_cls: 3.0220, loss: 3.0220, grad_norm: 2.2841 2020-07-26 03:47:05,023 - mmaction - INFO - Epoch [64][2620/3757] lr: 8.579e-02, eta: 7 days, 0:52:49, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5727, loss_cls: 3.1248, loss: 3.1248, grad_norm: 2.3739 2020-07-26 03:47:20,810 - mmaction - INFO - Epoch [64][2640/3757] lr: 8.579e-02, eta: 7 days, 0:52:27, time: 0.789, data_time: 0.006, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5773, loss_cls: 3.0935, loss: 3.0935, grad_norm: 2.2712 2020-07-26 03:47:36,640 - mmaction - INFO - Epoch [64][2660/3757] lr: 8.579e-02, eta: 7 days, 0:52:04, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5703, loss_cls: 3.0767, loss: 3.0767, grad_norm: 2.3517 2020-07-26 03:47:52,406 - mmaction - INFO - Epoch [64][2680/3757] lr: 8.579e-02, eta: 7 days, 0:51:42, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5898, loss_cls: 3.0622, loss: 3.0622, grad_norm: 2.2594 2020-07-26 03:48:08,188 - mmaction - INFO - Epoch [64][2700/3757] lr: 8.579e-02, eta: 7 days, 0:51:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5648, loss_cls: 3.1668, loss: 3.1668, grad_norm: 2.3275 2020-07-26 03:48:24,210 - mmaction - INFO - Epoch [64][2720/3757] lr: 8.579e-02, eta: 7 days, 0:50:58, time: 0.801, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5938, loss_cls: 3.0492, loss: 3.0492, grad_norm: 2.2841 2020-07-26 03:48:40,110 - mmaction - INFO - Epoch [64][2740/3757] lr: 8.579e-02, eta: 7 days, 0:50:36, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5781, loss_cls: 3.0802, loss: 3.0802, grad_norm: 2.2850 2020-07-26 03:48:55,982 - mmaction - INFO - Epoch [64][2760/3757] lr: 8.579e-02, eta: 7 days, 0:50:14, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5813, loss_cls: 3.0954, loss: 3.0954, grad_norm: 2.3018 2020-07-26 03:49:11,788 - mmaction - INFO - Epoch [64][2780/3757] lr: 8.579e-02, eta: 7 days, 0:49:52, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5945, loss_cls: 3.0436, loss: 3.0436, grad_norm: 2.3270 2020-07-26 03:49:27,558 - mmaction - INFO - Epoch [64][2800/3757] lr: 8.579e-02, eta: 7 days, 0:49:30, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5867, loss_cls: 3.0831, loss: 3.0831, grad_norm: 2.2687 2020-07-26 03:49:43,382 - mmaction - INFO - Epoch [64][2820/3757] lr: 8.579e-02, eta: 7 days, 0:49:07, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5516, loss_cls: 3.1252, loss: 3.1252, grad_norm: 2.3442 2020-07-26 03:49:59,280 - mmaction - INFO - Epoch [64][2840/3757] lr: 8.579e-02, eta: 7 days, 0:48:45, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5789, loss_cls: 3.0892, loss: 3.0892, grad_norm: 2.2755 2020-07-26 03:50:15,042 - mmaction - INFO - Epoch [64][2860/3757] lr: 8.579e-02, eta: 7 days, 0:48:23, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5625, loss_cls: 3.1672, loss: 3.1672, grad_norm: 2.3391 2020-07-26 03:50:30,907 - mmaction - INFO - Epoch [64][2880/3757] lr: 8.579e-02, eta: 7 days, 0:48:01, time: 0.793, data_time: 0.006, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5984, loss_cls: 2.9911, loss: 2.9911, grad_norm: 2.3164 2020-07-26 03:50:46,719 - mmaction - INFO - Epoch [64][2900/3757] lr: 8.579e-02, eta: 7 days, 0:47:39, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5805, loss_cls: 3.0737, loss: 3.0737, grad_norm: 2.3161 2020-07-26 03:51:02,575 - mmaction - INFO - Epoch [64][2920/3757] lr: 8.579e-02, eta: 7 days, 0:47:17, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5898, loss_cls: 3.0421, loss: 3.0421, grad_norm: 2.3682 2020-07-26 03:51:18,411 - mmaction - INFO - Epoch [64][2940/3757] lr: 8.579e-02, eta: 7 days, 0:46:54, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5977, loss_cls: 3.0254, loss: 3.0254, grad_norm: 2.3051 2020-07-26 03:51:34,201 - mmaction - INFO - Epoch [64][2960/3757] lr: 8.579e-02, eta: 7 days, 0:46:32, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5883, loss_cls: 3.0607, loss: 3.0607, grad_norm: 2.3096 2020-07-26 03:51:50,010 - mmaction - INFO - Epoch [64][2980/3757] lr: 8.579e-02, eta: 7 days, 0:46:10, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5953, loss_cls: 2.9791, loss: 2.9791, grad_norm: 2.3219 2020-07-26 03:52:05,815 - mmaction - INFO - Epoch [64][3000/3757] lr: 8.579e-02, eta: 7 days, 0:45:47, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5648, loss_cls: 3.1542, loss: 3.1542, grad_norm: 2.4019 2020-07-26 03:52:21,633 - mmaction - INFO - Epoch [64][3020/3757] lr: 8.579e-02, eta: 7 days, 0:45:25, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5938, loss_cls: 3.0966, loss: 3.0966, grad_norm: 2.3477 2020-07-26 03:52:37,413 - mmaction - INFO - Epoch [64][3040/3757] lr: 8.579e-02, eta: 7 days, 0:45:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5672, loss_cls: 3.1522, loss: 3.1522, grad_norm: 2.3271 2020-07-26 03:52:53,233 - mmaction - INFO - Epoch [64][3060/3757] lr: 8.579e-02, eta: 7 days, 0:44:40, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5813, loss_cls: 3.1696, loss: 3.1696, grad_norm: 2.2561 2020-07-26 03:53:08,982 - mmaction - INFO - Epoch [64][3080/3757] lr: 8.579e-02, eta: 7 days, 0:44:18, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6000, loss_cls: 2.9800, loss: 2.9800, grad_norm: 2.2851 2020-07-26 03:53:24,703 - mmaction - INFO - Epoch [64][3100/3757] lr: 8.579e-02, eta: 7 days, 0:43:55, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5836, loss_cls: 3.0567, loss: 3.0567, grad_norm: 2.2890 2020-07-26 03:53:40,491 - mmaction - INFO - Epoch [64][3120/3757] lr: 8.579e-02, eta: 7 days, 0:43:33, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6062, loss_cls: 3.0314, loss: 3.0314, grad_norm: 2.2996 2020-07-26 03:53:56,273 - mmaction - INFO - Epoch [64][3140/3757] lr: 8.579e-02, eta: 7 days, 0:43:10, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5719, loss_cls: 3.0699, loss: 3.0699, grad_norm: 2.3318 2020-07-26 03:54:12,137 - mmaction - INFO - Epoch [64][3160/3757] lr: 8.579e-02, eta: 7 days, 0:42:48, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5914, loss_cls: 3.0517, loss: 3.0517, grad_norm: 2.3239 2020-07-26 03:54:27,979 - mmaction - INFO - Epoch [64][3180/3757] lr: 8.579e-02, eta: 7 days, 0:42:26, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6000, loss_cls: 3.0146, loss: 3.0146, grad_norm: 2.3225 2020-07-26 03:54:43,751 - mmaction - INFO - Epoch [64][3200/3757] lr: 8.579e-02, eta: 7 days, 0:42:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6242, loss_cls: 2.9321, loss: 2.9321, grad_norm: 2.3423 2020-07-26 03:54:59,587 - mmaction - INFO - Epoch [64][3220/3757] lr: 8.579e-02, eta: 7 days, 0:41:42, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5742, loss_cls: 3.1544, loss: 3.1544, grad_norm: 2.3435 2020-07-26 03:55:15,340 - mmaction - INFO - Epoch [64][3240/3757] lr: 8.579e-02, eta: 7 days, 0:41:19, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 2.9875, loss: 2.9875, grad_norm: 2.3287 2020-07-26 03:55:31,158 - mmaction - INFO - Epoch [64][3260/3757] lr: 8.579e-02, eta: 7 days, 0:40:57, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5555, loss_cls: 3.1718, loss: 3.1718, grad_norm: 2.3212 2020-07-26 03:55:46,987 - mmaction - INFO - Epoch [64][3280/3757] lr: 8.579e-02, eta: 7 days, 0:40:35, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5594, loss_cls: 3.1997, loss: 3.1997, grad_norm: 2.2602 2020-07-26 03:56:02,742 - mmaction - INFO - Epoch [64][3300/3757] lr: 8.579e-02, eta: 7 days, 0:40:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5742, loss_cls: 3.1129, loss: 3.1129, grad_norm: 2.3420 2020-07-26 03:56:18,475 - mmaction - INFO - Epoch [64][3320/3757] lr: 8.579e-02, eta: 7 days, 0:39:49, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5797, loss_cls: 3.0567, loss: 3.0567, grad_norm: 2.2781 2020-07-26 03:56:34,281 - mmaction - INFO - Epoch [64][3340/3757] lr: 8.579e-02, eta: 7 days, 0:39:27, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5734, loss_cls: 3.1531, loss: 3.1531, grad_norm: 2.3054 2020-07-26 03:56:50,014 - mmaction - INFO - Epoch [64][3360/3757] lr: 8.579e-02, eta: 7 days, 0:39:05, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5828, loss_cls: 3.0694, loss: 3.0694, grad_norm: 2.2477 2020-07-26 03:57:05,767 - mmaction - INFO - Epoch [64][3380/3757] lr: 8.579e-02, eta: 7 days, 0:38:42, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5914, loss_cls: 3.0124, loss: 3.0124, grad_norm: 2.1506 2020-07-26 03:57:21,499 - mmaction - INFO - Epoch [64][3400/3757] lr: 8.579e-02, eta: 7 days, 0:38:19, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5734, loss_cls: 3.1283, loss: 3.1283, grad_norm: 2.3678 2020-07-26 03:57:37,284 - mmaction - INFO - Epoch [64][3420/3757] lr: 8.579e-02, eta: 7 days, 0:37:57, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5727, loss_cls: 3.0742, loss: 3.0742, grad_norm: 2.2973 2020-07-26 03:57:53,150 - mmaction - INFO - Epoch [64][3440/3757] lr: 8.579e-02, eta: 7 days, 0:37:35, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5617, loss_cls: 3.1649, loss: 3.1649, grad_norm: 2.2963 2020-07-26 03:58:08,912 - mmaction - INFO - Epoch [64][3460/3757] lr: 8.579e-02, eta: 7 days, 0:37:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5867, loss_cls: 3.0364, loss: 3.0364, grad_norm: 2.2849 2020-07-26 03:58:24,681 - mmaction - INFO - Epoch [64][3480/3757] lr: 8.579e-02, eta: 7 days, 0:36:50, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6016, loss_cls: 3.0512, loss: 3.0512, grad_norm: 2.3003 2020-07-26 03:58:40,536 - mmaction - INFO - Epoch [64][3500/3757] lr: 8.579e-02, eta: 7 days, 0:36:28, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6062, loss_cls: 2.9662, loss: 2.9662, grad_norm: 2.2904 2020-07-26 03:58:56,720 - mmaction - INFO - Epoch [64][3520/3757] lr: 8.579e-02, eta: 7 days, 0:36:08, time: 0.809, data_time: 0.020, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5844, loss_cls: 3.1135, loss: 3.1135, grad_norm: 2.3682 2020-07-26 03:59:12,452 - mmaction - INFO - Epoch [64][3540/3757] lr: 8.579e-02, eta: 7 days, 0:35:45, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5805, loss_cls: 3.1325, loss: 3.1325, grad_norm: 2.2686 2020-07-26 03:59:28,210 - mmaction - INFO - Epoch [64][3560/3757] lr: 8.579e-02, eta: 7 days, 0:35:23, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5805, loss_cls: 3.0037, loss: 3.0037, grad_norm: 2.2837 2020-07-26 03:59:44,004 - mmaction - INFO - Epoch [64][3580/3757] lr: 8.579e-02, eta: 7 days, 0:35:00, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5727, loss_cls: 3.0622, loss: 3.0622, grad_norm: 2.3970 2020-07-26 03:59:59,863 - mmaction - INFO - Epoch [64][3600/3757] lr: 8.579e-02, eta: 7 days, 0:34:38, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5648, loss_cls: 3.1105, loss: 3.1105, grad_norm: 2.2756 2020-07-26 04:00:20,931 - mmaction - INFO - Epoch [64][3620/3757] lr: 8.579e-02, eta: 7 days, 0:34:44, time: 1.051, data_time: 0.007, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5930, loss_cls: 3.0524, loss: 3.0524, grad_norm: 2.3249 2020-07-26 04:00:36,758 - mmaction - INFO - Epoch [64][3640/3757] lr: 8.579e-02, eta: 7 days, 0:34:22, time: 0.794, data_time: 0.007, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5820, loss_cls: 3.0357, loss: 3.0357, grad_norm: 2.3072 2020-07-26 04:00:52,619 - mmaction - INFO - Epoch [64][3660/3757] lr: 8.579e-02, eta: 7 days, 0:34:00, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5648, loss_cls: 3.1230, loss: 3.1230, grad_norm: 2.3587 2020-07-26 04:01:08,348 - mmaction - INFO - Epoch [64][3680/3757] lr: 8.579e-02, eta: 7 days, 0:33:37, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.9824, loss: 2.9824, grad_norm: 2.2535 2020-07-26 04:01:24,102 - mmaction - INFO - Epoch [64][3700/3757] lr: 8.579e-02, eta: 7 days, 0:33:15, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5555, loss_cls: 3.1992, loss: 3.1992, grad_norm: 2.3192 2020-07-26 04:01:39,894 - mmaction - INFO - Epoch [64][3720/3757] lr: 8.579e-02, eta: 7 days, 0:32:52, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5734, loss_cls: 3.1516, loss: 3.1516, grad_norm: 2.3379 2020-07-26 04:01:55,727 - mmaction - INFO - Epoch [64][3740/3757] lr: 8.579e-02, eta: 7 days, 0:32:30, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5992, loss_cls: 3.0500, loss: 3.0500, grad_norm: 2.3339 2020-07-26 04:02:16,845 - mmaction - INFO - Saving checkpoint at 64 epochs 2020-07-26 04:05:10,930 - mmaction - INFO - Epoch [65][20/3757] lr: 8.536e-02, eta: 7 days, 0:44:35, time: 8.644, data_time: 7.750, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5977, loss_cls: 2.9868, loss: 2.9868, grad_norm: 2.3124 2020-07-26 04:05:27,037 - mmaction - INFO - Epoch [65][40/3757] lr: 8.536e-02, eta: 7 days, 0:44:14, time: 0.806, data_time: 0.011, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6031, loss_cls: 2.9832, loss: 2.9832, grad_norm: 2.3149 2020-07-26 04:05:42,945 - mmaction - INFO - Epoch [65][60/3757] lr: 8.536e-02, eta: 7 days, 0:43:53, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5563, loss_cls: 3.1257, loss: 3.1257, grad_norm: 2.2696 2020-07-26 04:05:58,807 - mmaction - INFO - Epoch [65][80/3757] lr: 8.536e-02, eta: 7 days, 0:43:31, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5789, loss_cls: 3.1173, loss: 3.1173, grad_norm: 2.2425 2020-07-26 04:06:14,636 - mmaction - INFO - Epoch [65][100/3757] lr: 8.536e-02, eta: 7 days, 0:43:08, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6156, loss_cls: 2.9190, loss: 2.9190, grad_norm: 2.3116 2020-07-26 04:06:30,466 - mmaction - INFO - Epoch [65][120/3757] lr: 8.536e-02, eta: 7 days, 0:42:46, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6031, loss_cls: 2.9924, loss: 2.9924, grad_norm: 2.3352 2020-07-26 04:06:46,286 - mmaction - INFO - Epoch [65][140/3757] lr: 8.536e-02, eta: 7 days, 0:42:24, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5852, loss_cls: 3.0618, loss: 3.0618, grad_norm: 2.2824 2020-07-26 04:07:02,075 - mmaction - INFO - Epoch [65][160/3757] lr: 8.536e-02, eta: 7 days, 0:42:01, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5961, loss_cls: 3.0291, loss: 3.0291, grad_norm: 2.3392 2020-07-26 04:07:17,892 - mmaction - INFO - Epoch [65][180/3757] lr: 8.536e-02, eta: 7 days, 0:41:39, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5797, loss_cls: 3.0273, loss: 3.0273, grad_norm: 2.3256 2020-07-26 04:07:33,688 - mmaction - INFO - Epoch [65][200/3757] lr: 8.536e-02, eta: 7 days, 0:41:17, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5891, loss_cls: 3.0488, loss: 3.0488, grad_norm: 2.3307 2020-07-26 04:07:49,456 - mmaction - INFO - Epoch [65][220/3757] lr: 8.536e-02, eta: 7 days, 0:40:54, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.0832, loss: 3.0832, grad_norm: 2.3212 2020-07-26 04:08:05,294 - mmaction - INFO - Epoch [65][240/3757] lr: 8.536e-02, eta: 7 days, 0:40:32, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5930, loss_cls: 3.0629, loss: 3.0629, grad_norm: 2.3398 2020-07-26 04:08:21,183 - mmaction - INFO - Epoch [65][260/3757] lr: 8.536e-02, eta: 7 days, 0:40:10, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5922, loss_cls: 3.0897, loss: 3.0897, grad_norm: 2.3252 2020-07-26 04:08:37,097 - mmaction - INFO - Epoch [65][280/3757] lr: 8.536e-02, eta: 7 days, 0:39:48, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5828, loss_cls: 3.0622, loss: 3.0622, grad_norm: 2.2451 2020-07-26 04:08:52,904 - mmaction - INFO - Epoch [65][300/3757] lr: 8.536e-02, eta: 7 days, 0:39:26, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6008, loss_cls: 2.9860, loss: 2.9860, grad_norm: 2.3205 2020-07-26 04:09:08,709 - mmaction - INFO - Epoch [65][320/3757] lr: 8.536e-02, eta: 7 days, 0:39:03, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6117, loss_cls: 2.8823, loss: 2.8823, grad_norm: 2.3747 2020-07-26 04:09:24,488 - mmaction - INFO - Epoch [65][340/3757] lr: 8.536e-02, eta: 7 days, 0:38:41, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5727, loss_cls: 3.1531, loss: 3.1531, grad_norm: 2.3493 2020-07-26 04:09:40,330 - mmaction - INFO - Epoch [65][360/3757] lr: 8.536e-02, eta: 7 days, 0:38:19, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5852, loss_cls: 3.0590, loss: 3.0590, grad_norm: 2.3011 2020-07-26 04:09:56,098 - mmaction - INFO - Epoch [65][380/3757] lr: 8.536e-02, eta: 7 days, 0:37:56, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5977, loss_cls: 2.9866, loss: 2.9866, grad_norm: 2.3913 2020-07-26 04:10:12,051 - mmaction - INFO - Epoch [65][400/3757] lr: 8.536e-02, eta: 7 days, 0:37:35, time: 0.796, data_time: 0.008, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 3.0447, loss: 3.0447, grad_norm: 2.3242 2020-07-26 04:10:27,814 - mmaction - INFO - Epoch [65][420/3757] lr: 8.536e-02, eta: 7 days, 0:37:12, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5961, loss_cls: 2.9733, loss: 2.9733, grad_norm: 2.3286 2020-07-26 04:10:43,546 - mmaction - INFO - Epoch [65][440/3757] lr: 8.536e-02, eta: 7 days, 0:36:49, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5883, loss_cls: 3.0331, loss: 3.0331, grad_norm: 2.3149 2020-07-26 04:10:59,408 - mmaction - INFO - Epoch [65][460/3757] lr: 8.536e-02, eta: 7 days, 0:36:27, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6086, loss_cls: 2.9389, loss: 2.9389, grad_norm: 2.2908 2020-07-26 04:11:15,252 - mmaction - INFO - Epoch [65][480/3757] lr: 8.536e-02, eta: 7 days, 0:36:05, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6070, loss_cls: 3.0035, loss: 3.0035, grad_norm: 2.3800 2020-07-26 04:11:31,160 - mmaction - INFO - Epoch [65][500/3757] lr: 8.536e-02, eta: 7 days, 0:35:43, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5922, loss_cls: 3.1192, loss: 3.1192, grad_norm: 2.3402 2020-07-26 04:11:47,083 - mmaction - INFO - Epoch [65][520/3757] lr: 8.536e-02, eta: 7 days, 0:35:22, time: 0.796, data_time: 0.006, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5969, loss_cls: 2.9907, loss: 2.9907, grad_norm: 2.2542 2020-07-26 04:12:02,907 - mmaction - INFO - Epoch [65][540/3757] lr: 8.536e-02, eta: 7 days, 0:34:59, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5898, loss_cls: 3.0344, loss: 3.0344, grad_norm: 2.3768 2020-07-26 04:12:18,822 - mmaction - INFO - Epoch [65][560/3757] lr: 8.536e-02, eta: 7 days, 0:34:38, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.1352, loss: 3.1352, grad_norm: 2.4174 2020-07-26 04:12:34,648 - mmaction - INFO - Epoch [65][580/3757] lr: 8.536e-02, eta: 7 days, 0:34:16, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5781, loss_cls: 3.0713, loss: 3.0713, grad_norm: 2.3763 2020-07-26 04:12:50,490 - mmaction - INFO - Epoch [65][600/3757] lr: 8.536e-02, eta: 7 days, 0:33:53, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5992, loss_cls: 3.0139, loss: 3.0139, grad_norm: 2.3794 2020-07-26 04:13:06,346 - mmaction - INFO - Epoch [65][620/3757] lr: 8.536e-02, eta: 7 days, 0:33:31, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5953, loss_cls: 3.0518, loss: 3.0518, grad_norm: 2.2980 2020-07-26 04:13:22,170 - mmaction - INFO - Epoch [65][640/3757] lr: 8.536e-02, eta: 7 days, 0:33:09, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.5891, loss_cls: 3.0104, loss: 3.0104, grad_norm: 2.2575 2020-07-26 04:13:37,999 - mmaction - INFO - Epoch [65][660/3757] lr: 8.536e-02, eta: 7 days, 0:32:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5656, loss_cls: 3.1446, loss: 3.1446, grad_norm: 2.3966 2020-07-26 04:13:53,911 - mmaction - INFO - Epoch [65][680/3757] lr: 8.536e-02, eta: 7 days, 0:32:25, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5883, loss_cls: 3.0599, loss: 3.0599, grad_norm: 2.3187 2020-07-26 04:14:09,811 - mmaction - INFO - Epoch [65][700/3757] lr: 8.536e-02, eta: 7 days, 0:32:03, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5875, loss_cls: 3.0806, loss: 3.0806, grad_norm: 2.3389 2020-07-26 04:14:25,619 - mmaction - INFO - Epoch [65][720/3757] lr: 8.536e-02, eta: 7 days, 0:31:41, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5945, loss_cls: 3.0339, loss: 3.0339, grad_norm: 2.3550 2020-07-26 04:14:41,416 - mmaction - INFO - Epoch [65][740/3757] lr: 8.536e-02, eta: 7 days, 0:31:19, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5859, loss_cls: 3.0095, loss: 3.0095, grad_norm: 2.3545 2020-07-26 04:14:57,199 - mmaction - INFO - Epoch [65][760/3757] lr: 8.536e-02, eta: 7 days, 0:30:56, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.1107, loss: 3.1107, grad_norm: 2.3925 2020-07-26 04:15:13,050 - mmaction - INFO - Epoch [65][780/3757] lr: 8.536e-02, eta: 7 days, 0:30:34, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.6047, loss_cls: 3.0242, loss: 3.0242, grad_norm: 2.3661 2020-07-26 04:15:28,823 - mmaction - INFO - Epoch [65][800/3757] lr: 8.536e-02, eta: 7 days, 0:30:12, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5750, loss_cls: 3.1340, loss: 3.1340, grad_norm: 2.3211 2020-07-26 04:15:44,713 - mmaction - INFO - Epoch [65][820/3757] lr: 8.536e-02, eta: 7 days, 0:29:50, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5859, loss_cls: 3.0190, loss: 3.0190, grad_norm: 2.2947 2020-07-26 04:16:00,584 - mmaction - INFO - Epoch [65][840/3757] lr: 8.536e-02, eta: 7 days, 0:29:28, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5922, loss_cls: 3.0096, loss: 3.0096, grad_norm: 2.3163 2020-07-26 04:16:16,437 - mmaction - INFO - Epoch [65][860/3757] lr: 8.536e-02, eta: 7 days, 0:29:06, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5664, loss_cls: 3.1531, loss: 3.1531, grad_norm: 2.3620 2020-07-26 04:16:32,372 - mmaction - INFO - Epoch [65][880/3757] lr: 8.536e-02, eta: 7 days, 0:28:44, time: 0.798, data_time: 0.005, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6164, loss_cls: 2.9004, loss: 2.9004, grad_norm: 2.2450 2020-07-26 04:16:48,102 - mmaction - INFO - Epoch [65][900/3757] lr: 8.536e-02, eta: 7 days, 0:28:22, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5789, loss_cls: 3.1354, loss: 3.1354, grad_norm: 2.3075 2020-07-26 04:17:03,948 - mmaction - INFO - Epoch [65][920/3757] lr: 8.536e-02, eta: 7 days, 0:27:59, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5867, loss_cls: 2.9430, loss: 2.9430, grad_norm: 2.2479 2020-07-26 04:17:19,803 - mmaction - INFO - Epoch [65][940/3757] lr: 8.536e-02, eta: 7 days, 0:27:37, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5672, loss_cls: 3.0599, loss: 3.0599, grad_norm: 2.3518 2020-07-26 04:17:35,691 - mmaction - INFO - Epoch [65][960/3757] lr: 8.536e-02, eta: 7 days, 0:27:16, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 3.0255, loss: 3.0255, grad_norm: 2.2803 2020-07-26 04:17:51,443 - mmaction - INFO - Epoch [65][980/3757] lr: 8.536e-02, eta: 7 days, 0:26:53, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5648, loss_cls: 3.1723, loss: 3.1723, grad_norm: 2.3293 2020-07-26 04:18:07,272 - mmaction - INFO - Epoch [65][1000/3757] lr: 8.536e-02, eta: 7 days, 0:26:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5734, loss_cls: 3.0795, loss: 3.0795, grad_norm: 2.2427 2020-07-26 04:18:23,095 - mmaction - INFO - Epoch [65][1020/3757] lr: 8.536e-02, eta: 7 days, 0:26:09, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6258, loss_cls: 2.9053, loss: 2.9053, grad_norm: 2.3104 2020-07-26 04:18:38,923 - mmaction - INFO - Epoch [65][1040/3757] lr: 8.536e-02, eta: 7 days, 0:25:47, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5680, loss_cls: 3.1309, loss: 3.1309, grad_norm: 2.3475 2020-07-26 04:18:54,721 - mmaction - INFO - Epoch [65][1060/3757] lr: 8.536e-02, eta: 7 days, 0:25:24, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5680, loss_cls: 3.1805, loss: 3.1805, grad_norm: 2.3466 2020-07-26 04:19:10,529 - mmaction - INFO - Epoch [65][1080/3757] lr: 8.536e-02, eta: 7 days, 0:25:02, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6000, loss_cls: 3.0473, loss: 3.0473, grad_norm: 2.3187 2020-07-26 04:19:26,311 - mmaction - INFO - Epoch [65][1100/3757] lr: 8.536e-02, eta: 7 days, 0:24:39, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.1520, loss: 3.1520, grad_norm: 2.2877 2020-07-26 04:19:42,104 - mmaction - INFO - Epoch [65][1120/3757] lr: 8.536e-02, eta: 7 days, 0:24:17, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5680, loss_cls: 3.1698, loss: 3.1698, grad_norm: 2.2651 2020-07-26 04:19:57,833 - mmaction - INFO - Epoch [65][1140/3757] lr: 8.536e-02, eta: 7 days, 0:23:54, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6047, loss_cls: 2.9727, loss: 2.9727, grad_norm: 2.2891 2020-07-26 04:20:13,725 - mmaction - INFO - Epoch [65][1160/3757] lr: 8.536e-02, eta: 7 days, 0:23:33, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5891, loss_cls: 3.0575, loss: 3.0575, grad_norm: 2.2979 2020-07-26 04:20:29,506 - mmaction - INFO - Epoch [65][1180/3757] lr: 8.536e-02, eta: 7 days, 0:23:10, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5852, loss_cls: 3.0808, loss: 3.0808, grad_norm: 2.3026 2020-07-26 04:20:45,355 - mmaction - INFO - Epoch [65][1200/3757] lr: 8.536e-02, eta: 7 days, 0:22:48, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6102, loss_cls: 3.0092, loss: 3.0092, grad_norm: 2.2598 2020-07-26 04:21:01,143 - mmaction - INFO - Epoch [65][1220/3757] lr: 8.536e-02, eta: 7 days, 0:22:26, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5766, loss_cls: 3.1445, loss: 3.1445, grad_norm: 2.3211 2020-07-26 04:21:16,873 - mmaction - INFO - Epoch [65][1240/3757] lr: 8.536e-02, eta: 7 days, 0:22:03, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5687, loss_cls: 3.1181, loss: 3.1181, grad_norm: 2.3816 2020-07-26 04:21:32,636 - mmaction - INFO - Epoch [65][1260/3757] lr: 8.536e-02, eta: 7 days, 0:21:41, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5781, loss_cls: 3.1074, loss: 3.1074, grad_norm: 2.3222 2020-07-26 04:21:48,458 - mmaction - INFO - Epoch [65][1280/3757] lr: 8.536e-02, eta: 7 days, 0:21:19, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5797, loss_cls: 3.0410, loss: 3.0410, grad_norm: 2.3406 2020-07-26 04:22:04,235 - mmaction - INFO - Epoch [65][1300/3757] lr: 8.536e-02, eta: 7 days, 0:20:56, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5945, loss_cls: 3.0383, loss: 3.0383, grad_norm: 2.2994 2020-07-26 04:22:20,069 - mmaction - INFO - Epoch [65][1320/3757] lr: 8.536e-02, eta: 7 days, 0:20:34, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5781, loss_cls: 3.0886, loss: 3.0886, grad_norm: 2.3349 2020-07-26 04:22:35,895 - mmaction - INFO - Epoch [65][1340/3757] lr: 8.536e-02, eta: 7 days, 0:20:12, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5695, loss_cls: 3.1216, loss: 3.1216, grad_norm: 2.2969 2020-07-26 04:22:51,838 - mmaction - INFO - Epoch [65][1360/3757] lr: 8.536e-02, eta: 7 days, 0:19:50, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5984, loss_cls: 3.0677, loss: 3.0677, grad_norm: 2.2759 2020-07-26 04:23:07,664 - mmaction - INFO - Epoch [65][1380/3757] lr: 8.536e-02, eta: 7 days, 0:19:28, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5703, loss_cls: 3.1493, loss: 3.1493, grad_norm: 2.3377 2020-07-26 04:23:23,501 - mmaction - INFO - Epoch [65][1400/3757] lr: 8.536e-02, eta: 7 days, 0:19:06, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5984, loss_cls: 2.9933, loss: 2.9933, grad_norm: 2.3276 2020-07-26 04:23:39,340 - mmaction - INFO - Epoch [65][1420/3757] lr: 8.536e-02, eta: 7 days, 0:18:44, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5922, loss_cls: 3.0460, loss: 3.0460, grad_norm: 2.2809 2020-07-26 04:23:55,127 - mmaction - INFO - Epoch [65][1440/3757] lr: 8.536e-02, eta: 7 days, 0:18:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5859, loss_cls: 3.0925, loss: 3.0925, grad_norm: 2.2922 2020-07-26 04:24:10,956 - mmaction - INFO - Epoch [65][1460/3757] lr: 8.536e-02, eta: 7 days, 0:18:00, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6117, loss_cls: 2.9518, loss: 2.9518, grad_norm: 2.2887 2020-07-26 04:24:26,768 - mmaction - INFO - Epoch [65][1480/3757] lr: 8.536e-02, eta: 7 days, 0:17:37, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5992, loss_cls: 3.0302, loss: 3.0302, grad_norm: 2.2666 2020-07-26 04:24:42,659 - mmaction - INFO - Epoch [65][1500/3757] lr: 8.536e-02, eta: 7 days, 0:17:15, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5914, loss_cls: 3.0762, loss: 3.0762, grad_norm: 2.3882 2020-07-26 04:24:58,321 - mmaction - INFO - Epoch [65][1520/3757] lr: 8.536e-02, eta: 7 days, 0:16:53, time: 0.784, data_time: 0.002, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5914, loss_cls: 2.9985, loss: 2.9985, grad_norm: 2.2460 2020-07-26 04:25:14,097 - mmaction - INFO - Epoch [65][1540/3757] lr: 8.536e-02, eta: 7 days, 0:16:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5961, loss_cls: 3.0216, loss: 3.0216, grad_norm: 2.3450 2020-07-26 04:25:29,940 - mmaction - INFO - Epoch [65][1560/3757] lr: 8.536e-02, eta: 7 days, 0:16:08, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5617, loss_cls: 3.1800, loss: 3.1800, grad_norm: 2.2800 2020-07-26 04:25:45,773 - mmaction - INFO - Epoch [65][1580/3757] lr: 8.536e-02, eta: 7 days, 0:15:46, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5734, loss_cls: 3.1006, loss: 3.1006, grad_norm: 2.2660 2020-07-26 04:26:01,626 - mmaction - INFO - Epoch [65][1600/3757] lr: 8.536e-02, eta: 7 days, 0:15:24, time: 0.793, data_time: 0.006, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5938, loss_cls: 3.0134, loss: 3.0134, grad_norm: 2.3091 2020-07-26 04:26:17,415 - mmaction - INFO - Epoch [65][1620/3757] lr: 8.536e-02, eta: 7 days, 0:15:02, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5836, loss_cls: 3.0780, loss: 3.0780, grad_norm: 2.3098 2020-07-26 04:26:33,264 - mmaction - INFO - Epoch [65][1640/3757] lr: 8.536e-02, eta: 7 days, 0:14:40, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5836, loss_cls: 3.0600, loss: 3.0600, grad_norm: 2.3133 2020-07-26 04:26:49,086 - mmaction - INFO - Epoch [65][1660/3757] lr: 8.536e-02, eta: 7 days, 0:14:18, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5852, loss_cls: 2.9507, loss: 2.9507, grad_norm: 2.3212 2020-07-26 04:27:05,051 - mmaction - INFO - Epoch [65][1680/3757] lr: 8.536e-02, eta: 7 days, 0:13:56, time: 0.799, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5898, loss_cls: 3.0778, loss: 3.0778, grad_norm: 2.3318 2020-07-26 04:27:20,780 - mmaction - INFO - Epoch [65][1700/3757] lr: 8.536e-02, eta: 7 days, 0:13:34, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5891, loss_cls: 3.0959, loss: 3.0959, grad_norm: 2.3077 2020-07-26 04:27:36,738 - mmaction - INFO - Epoch [65][1720/3757] lr: 8.536e-02, eta: 7 days, 0:13:12, time: 0.798, data_time: 0.008, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5914, loss_cls: 2.9701, loss: 2.9701, grad_norm: 2.3477 2020-07-26 04:27:52,442 - mmaction - INFO - Epoch [65][1740/3757] lr: 8.536e-02, eta: 7 days, 0:12:49, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5813, loss_cls: 3.0765, loss: 3.0765, grad_norm: 2.4420 2020-07-26 04:28:08,318 - mmaction - INFO - Epoch [65][1760/3757] lr: 8.536e-02, eta: 7 days, 0:12:28, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5781, loss_cls: 3.0623, loss: 3.0623, grad_norm: 2.3042 2020-07-26 04:28:24,150 - mmaction - INFO - Epoch [65][1780/3757] lr: 8.536e-02, eta: 7 days, 0:12:06, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6047, loss_cls: 2.9503, loss: 2.9503, grad_norm: 2.2289 2020-07-26 04:28:39,973 - mmaction - INFO - Epoch [65][1800/3757] lr: 8.536e-02, eta: 7 days, 0:11:43, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5766, loss_cls: 3.0304, loss: 3.0304, grad_norm: 2.3445 2020-07-26 04:28:55,740 - mmaction - INFO - Epoch [65][1820/3757] lr: 8.536e-02, eta: 7 days, 0:11:21, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5320, loss_cls: 3.2359, loss: 3.2359, grad_norm: 2.3090 2020-07-26 04:29:11,633 - mmaction - INFO - Epoch [65][1840/3757] lr: 8.536e-02, eta: 7 days, 0:10:59, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5820, loss_cls: 3.1186, loss: 3.1186, grad_norm: 2.3438 2020-07-26 04:29:27,436 - mmaction - INFO - Epoch [65][1860/3757] lr: 8.536e-02, eta: 7 days, 0:10:37, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5852, loss_cls: 3.0024, loss: 3.0024, grad_norm: 2.2442 2020-07-26 04:29:43,273 - mmaction - INFO - Epoch [65][1880/3757] lr: 8.536e-02, eta: 7 days, 0:10:15, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5828, loss_cls: 3.0875, loss: 3.0875, grad_norm: 2.3065 2020-07-26 04:29:58,995 - mmaction - INFO - Epoch [65][1900/3757] lr: 8.536e-02, eta: 7 days, 0:09:52, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5938, loss_cls: 3.0184, loss: 3.0184, grad_norm: 2.2610 2020-07-26 04:30:14,833 - mmaction - INFO - Epoch [65][1920/3757] lr: 8.536e-02, eta: 7 days, 0:09:30, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5969, loss_cls: 2.9844, loss: 2.9844, grad_norm: 2.3122 2020-07-26 04:30:30,643 - mmaction - INFO - Epoch [65][1940/3757] lr: 8.536e-02, eta: 7 days, 0:09:08, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5883, loss_cls: 3.0383, loss: 3.0383, grad_norm: 2.2877 2020-07-26 04:30:46,848 - mmaction - INFO - Epoch [65][1960/3757] lr: 8.536e-02, eta: 7 days, 0:08:48, time: 0.810, data_time: 0.017, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5695, loss_cls: 3.1336, loss: 3.1336, grad_norm: 2.3306 2020-07-26 04:31:02,725 - mmaction - INFO - Epoch [65][1980/3757] lr: 8.536e-02, eta: 7 days, 0:08:26, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6023, loss_cls: 2.9859, loss: 2.9859, grad_norm: 2.3376 2020-07-26 04:31:18,532 - mmaction - INFO - Epoch [65][2000/3757] lr: 8.536e-02, eta: 7 days, 0:08:04, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5828, loss_cls: 3.1017, loss: 3.1017, grad_norm: 2.3066 2020-07-26 04:31:34,363 - mmaction - INFO - Epoch [65][2020/3757] lr: 8.536e-02, eta: 7 days, 0:07:42, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6023, loss_cls: 3.0144, loss: 3.0144, grad_norm: 2.3432 2020-07-26 04:31:50,178 - mmaction - INFO - Epoch [65][2040/3757] lr: 8.536e-02, eta: 7 days, 0:07:20, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5852, loss_cls: 3.0802, loss: 3.0802, grad_norm: 2.3159 2020-07-26 04:32:06,028 - mmaction - INFO - Epoch [65][2060/3757] lr: 8.536e-02, eta: 7 days, 0:06:58, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6008, loss_cls: 3.0213, loss: 3.0213, grad_norm: 2.3092 2020-07-26 04:32:21,827 - mmaction - INFO - Epoch [65][2080/3757] lr: 8.536e-02, eta: 7 days, 0:06:36, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5961, loss_cls: 3.0160, loss: 3.0160, grad_norm: 2.3005 2020-07-26 04:32:37,674 - mmaction - INFO - Epoch [65][2100/3757] lr: 8.536e-02, eta: 7 days, 0:06:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5711, loss_cls: 3.1426, loss: 3.1426, grad_norm: 2.2757 2020-07-26 04:32:53,473 - mmaction - INFO - Epoch [65][2120/3757] lr: 8.536e-02, eta: 7 days, 0:05:51, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.2493, loss: 3.2493, grad_norm: 2.2993 2020-07-26 04:33:09,365 - mmaction - INFO - Epoch [65][2140/3757] lr: 8.536e-02, eta: 7 days, 0:05:30, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5656, loss_cls: 3.1127, loss: 3.1127, grad_norm: 2.3347 2020-07-26 04:33:25,156 - mmaction - INFO - Epoch [65][2160/3757] lr: 8.536e-02, eta: 7 days, 0:05:08, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5836, loss_cls: 3.0722, loss: 3.0722, grad_norm: 2.2822 2020-07-26 04:33:41,018 - mmaction - INFO - Epoch [65][2180/3757] lr: 8.536e-02, eta: 7 days, 0:04:46, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5953, loss_cls: 3.0066, loss: 3.0066, grad_norm: 2.3135 2020-07-26 04:33:56,894 - mmaction - INFO - Epoch [65][2200/3757] lr: 8.536e-02, eta: 7 days, 0:04:24, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5813, loss_cls: 3.0677, loss: 3.0677, grad_norm: 2.3879 2020-07-26 04:34:12,736 - mmaction - INFO - Epoch [65][2220/3757] lr: 8.536e-02, eta: 7 days, 0:04:02, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.0974, loss: 3.0974, grad_norm: 2.3507 2020-07-26 04:34:28,615 - mmaction - INFO - Epoch [65][2240/3757] lr: 8.536e-02, eta: 7 days, 0:03:40, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5938, loss_cls: 3.0318, loss: 3.0318, grad_norm: 2.3645 2020-07-26 04:34:44,491 - mmaction - INFO - Epoch [65][2260/3757] lr: 8.536e-02, eta: 7 days, 0:03:18, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5969, loss_cls: 3.0370, loss: 3.0370, grad_norm: 2.3202 2020-07-26 04:35:00,567 - mmaction - INFO - Epoch [65][2280/3757] lr: 8.536e-02, eta: 7 days, 0:02:57, time: 0.806, data_time: 0.006, memory: 6196, top1_acc: 0.3227, top5_acc: 0.6016, loss_cls: 3.0612, loss: 3.0612, grad_norm: 2.2943 2020-07-26 04:35:16,454 - mmaction - INFO - Epoch [65][2300/3757] lr: 8.536e-02, eta: 7 days, 0:02:36, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5883, loss_cls: 3.1249, loss: 3.1249, grad_norm: 2.2736 2020-07-26 04:35:32,278 - mmaction - INFO - Epoch [65][2320/3757] lr: 8.536e-02, eta: 7 days, 0:02:14, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5961, loss_cls: 3.0275, loss: 3.0275, grad_norm: 2.3042 2020-07-26 04:35:48,072 - mmaction - INFO - Epoch [65][2340/3757] lr: 8.536e-02, eta: 7 days, 0:01:51, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5555, loss_cls: 3.2502, loss: 3.2502, grad_norm: 2.3484 2020-07-26 04:36:03,872 - mmaction - INFO - Epoch [65][2360/3757] lr: 8.536e-02, eta: 7 days, 0:01:29, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5773, loss_cls: 3.0328, loss: 3.0328, grad_norm: 2.2090 2020-07-26 04:36:19,709 - mmaction - INFO - Epoch [65][2380/3757] lr: 8.536e-02, eta: 7 days, 0:01:07, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6008, loss_cls: 2.9637, loss: 2.9637, grad_norm: 2.3693 2020-07-26 04:36:35,506 - mmaction - INFO - Epoch [65][2400/3757] lr: 8.536e-02, eta: 7 days, 0:00:45, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5820, loss_cls: 3.0879, loss: 3.0879, grad_norm: 2.3521 2020-07-26 04:36:51,297 - mmaction - INFO - Epoch [65][2420/3757] lr: 8.536e-02, eta: 7 days, 0:00:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5828, loss_cls: 3.0968, loss: 3.0968, grad_norm: 2.3028 2020-07-26 04:37:07,114 - mmaction - INFO - Epoch [65][2440/3757] lr: 8.536e-02, eta: 7 days, 0:00:01, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5734, loss_cls: 3.0545, loss: 3.0545, grad_norm: 2.2518 2020-07-26 04:37:22,904 - mmaction - INFO - Epoch [65][2460/3757] lr: 8.536e-02, eta: 6 days, 23:59:38, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.1022, loss: 3.1022, grad_norm: 2.3083 2020-07-26 04:37:38,747 - mmaction - INFO - Epoch [65][2480/3757] lr: 8.536e-02, eta: 6 days, 23:59:16, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5867, loss_cls: 3.0743, loss: 3.0743, grad_norm: 2.3307 2020-07-26 04:37:54,670 - mmaction - INFO - Epoch [65][2500/3757] lr: 8.536e-02, eta: 6 days, 23:58:55, time: 0.799, data_time: 0.013, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5797, loss_cls: 3.0958, loss: 3.0958, grad_norm: 2.3554 2020-07-26 04:38:10,530 - mmaction - INFO - Epoch [65][2520/3757] lr: 8.536e-02, eta: 6 days, 23:58:33, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5836, loss_cls: 3.0357, loss: 3.0357, grad_norm: 2.3546 2020-07-26 04:38:26,301 - mmaction - INFO - Epoch [65][2540/3757] lr: 8.536e-02, eta: 6 days, 23:58:11, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5852, loss_cls: 3.0950, loss: 3.0950, grad_norm: 2.3612 2020-07-26 04:38:42,124 - mmaction - INFO - Epoch [65][2560/3757] lr: 8.536e-02, eta: 6 days, 23:57:49, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6086, loss_cls: 2.9951, loss: 2.9951, grad_norm: 2.2715 2020-07-26 04:38:58,063 - mmaction - INFO - Epoch [65][2580/3757] lr: 8.536e-02, eta: 6 days, 23:57:27, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6148, loss_cls: 2.9295, loss: 2.9295, grad_norm: 2.3350 2020-07-26 04:39:13,841 - mmaction - INFO - Epoch [65][2600/3757] lr: 8.536e-02, eta: 6 days, 23:57:05, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5617, loss_cls: 3.1390, loss: 3.1390, grad_norm: 2.3229 2020-07-26 04:39:29,662 - mmaction - INFO - Epoch [65][2620/3757] lr: 8.536e-02, eta: 6 days, 23:56:43, time: 0.791, data_time: 0.008, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5672, loss_cls: 3.0626, loss: 3.0626, grad_norm: 2.2474 2020-07-26 04:39:45,552 - mmaction - INFO - Epoch [65][2640/3757] lr: 8.536e-02, eta: 6 days, 23:56:21, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5727, loss_cls: 3.0759, loss: 3.0759, grad_norm: 2.3117 2020-07-26 04:40:01,301 - mmaction - INFO - Epoch [65][2660/3757] lr: 8.536e-02, eta: 6 days, 23:55:59, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5672, loss_cls: 3.1102, loss: 3.1102, grad_norm: 2.2826 2020-07-26 04:40:17,147 - mmaction - INFO - Epoch [65][2680/3757] lr: 8.536e-02, eta: 6 days, 23:55:37, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5852, loss_cls: 3.0862, loss: 3.0862, grad_norm: 2.3212 2020-07-26 04:40:32,973 - mmaction - INFO - Epoch [65][2700/3757] lr: 8.536e-02, eta: 6 days, 23:55:15, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5898, loss_cls: 3.1370, loss: 3.1370, grad_norm: 2.3029 2020-07-26 04:40:48,819 - mmaction - INFO - Epoch [65][2720/3757] lr: 8.536e-02, eta: 6 days, 23:54:53, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6000, loss_cls: 2.9967, loss: 2.9967, grad_norm: 2.3148 2020-07-26 04:41:04,611 - mmaction - INFO - Epoch [65][2740/3757] lr: 8.536e-02, eta: 6 days, 23:54:31, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6070, loss_cls: 2.9739, loss: 2.9739, grad_norm: 2.2816 2020-07-26 04:41:20,442 - mmaction - INFO - Epoch [65][2760/3757] lr: 8.536e-02, eta: 6 days, 23:54:09, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5977, loss_cls: 3.0446, loss: 3.0446, grad_norm: 2.3132 2020-07-26 04:41:36,230 - mmaction - INFO - Epoch [65][2780/3757] lr: 8.536e-02, eta: 6 days, 23:53:47, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5789, loss_cls: 3.1007, loss: 3.1007, grad_norm: 2.3374 2020-07-26 04:41:51,993 - mmaction - INFO - Epoch [65][2800/3757] lr: 8.536e-02, eta: 6 days, 23:53:24, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5734, loss_cls: 3.1810, loss: 3.1810, grad_norm: 2.3580 2020-07-26 04:42:07,778 - mmaction - INFO - Epoch [65][2820/3757] lr: 8.536e-02, eta: 6 days, 23:53:02, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5781, loss_cls: 3.1153, loss: 3.1153, grad_norm: 2.3258 2020-07-26 04:42:23,561 - mmaction - INFO - Epoch [65][2840/3757] lr: 8.536e-02, eta: 6 days, 23:52:40, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5914, loss_cls: 2.9986, loss: 2.9986, grad_norm: 2.2598 2020-07-26 04:42:39,357 - mmaction - INFO - Epoch [65][2860/3757] lr: 8.536e-02, eta: 6 days, 23:52:18, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5695, loss_cls: 3.1589, loss: 3.1589, grad_norm: 2.4055 2020-07-26 04:42:55,297 - mmaction - INFO - Epoch [65][2880/3757] lr: 8.536e-02, eta: 6 days, 23:51:56, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 3.0249, loss: 3.0249, grad_norm: 2.3373 2020-07-26 04:43:11,145 - mmaction - INFO - Epoch [65][2900/3757] lr: 8.536e-02, eta: 6 days, 23:51:34, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5508, loss_cls: 3.2026, loss: 3.2026, grad_norm: 2.3835 2020-07-26 04:43:27,011 - mmaction - INFO - Epoch [65][2920/3757] lr: 8.536e-02, eta: 6 days, 23:51:13, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5852, loss_cls: 3.0810, loss: 3.0810, grad_norm: 2.3244 2020-07-26 04:43:42,844 - mmaction - INFO - Epoch [65][2940/3757] lr: 8.536e-02, eta: 6 days, 23:50:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5898, loss_cls: 3.0915, loss: 3.0915, grad_norm: 2.2718 2020-07-26 04:43:58,731 - mmaction - INFO - Epoch [65][2960/3757] lr: 8.536e-02, eta: 6 days, 23:50:29, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5797, loss_cls: 3.1044, loss: 3.1044, grad_norm: 2.3119 2020-07-26 04:44:14,612 - mmaction - INFO - Epoch [65][2980/3757] lr: 8.536e-02, eta: 6 days, 23:50:07, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6031, loss_cls: 3.0391, loss: 3.0391, grad_norm: 2.3368 2020-07-26 04:44:30,387 - mmaction - INFO - Epoch [65][3000/3757] lr: 8.536e-02, eta: 6 days, 23:49:45, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6078, loss_cls: 3.0169, loss: 3.0169, grad_norm: 2.3680 2020-07-26 04:44:46,177 - mmaction - INFO - Epoch [65][3020/3757] lr: 8.536e-02, eta: 6 days, 23:49:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5687, loss_cls: 3.0892, loss: 3.0892, grad_norm: 2.3045 2020-07-26 04:45:02,244 - mmaction - INFO - Epoch [65][3040/3757] lr: 8.536e-02, eta: 6 days, 23:49:02, time: 0.803, data_time: 0.015, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5828, loss_cls: 3.0142, loss: 3.0142, grad_norm: 2.2678 2020-07-26 04:45:18,005 - mmaction - INFO - Epoch [65][3060/3757] lr: 8.536e-02, eta: 6 days, 23:48:40, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5914, loss_cls: 3.0119, loss: 3.0119, grad_norm: 2.2793 2020-07-26 04:45:33,870 - mmaction - INFO - Epoch [65][3080/3757] lr: 8.536e-02, eta: 6 days, 23:48:18, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5703, loss_cls: 3.0771, loss: 3.0771, grad_norm: 2.2863 2020-07-26 04:45:49,670 - mmaction - INFO - Epoch [65][3100/3757] lr: 8.536e-02, eta: 6 days, 23:47:56, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5828, loss_cls: 3.0742, loss: 3.0742, grad_norm: 2.3660 2020-07-26 04:46:05,496 - mmaction - INFO - Epoch [65][3120/3757] lr: 8.536e-02, eta: 6 days, 23:47:34, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5805, loss_cls: 3.0777, loss: 3.0777, grad_norm: 2.3529 2020-07-26 04:46:21,275 - mmaction - INFO - Epoch [65][3140/3757] lr: 8.536e-02, eta: 6 days, 23:47:12, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5680, loss_cls: 3.1223, loss: 3.1223, grad_norm: 2.3415 2020-07-26 04:46:37,229 - mmaction - INFO - Epoch [65][3160/3757] lr: 8.536e-02, eta: 6 days, 23:46:50, time: 0.798, data_time: 0.009, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 2.9703, loss: 2.9703, grad_norm: 2.3105 2020-07-26 04:46:53,094 - mmaction - INFO - Epoch [65][3180/3757] lr: 8.536e-02, eta: 6 days, 23:46:28, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5859, loss_cls: 3.0645, loss: 3.0645, grad_norm: 2.3190 2020-07-26 04:47:08,909 - mmaction - INFO - Epoch [65][3200/3757] lr: 8.536e-02, eta: 6 days, 23:46:06, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5852, loss_cls: 3.0839, loss: 3.0839, grad_norm: 2.3923 2020-07-26 04:47:24,716 - mmaction - INFO - Epoch [65][3220/3757] lr: 8.536e-02, eta: 6 days, 23:45:44, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5828, loss_cls: 3.0548, loss: 3.0548, grad_norm: 2.3020 2020-07-26 04:47:40,511 - mmaction - INFO - Epoch [65][3240/3757] lr: 8.536e-02, eta: 6 days, 23:45:22, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.1089, loss: 3.1089, grad_norm: 2.4282 2020-07-26 04:47:56,337 - mmaction - INFO - Epoch [65][3260/3757] lr: 8.536e-02, eta: 6 days, 23:45:00, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5844, loss_cls: 3.1292, loss: 3.1292, grad_norm: 2.3759 2020-07-26 04:48:12,209 - mmaction - INFO - Epoch [65][3280/3757] lr: 8.536e-02, eta: 6 days, 23:44:39, time: 0.794, data_time: 0.007, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5852, loss_cls: 3.0694, loss: 3.0694, grad_norm: 2.3210 2020-07-26 04:48:27,968 - mmaction - INFO - Epoch [65][3300/3757] lr: 8.536e-02, eta: 6 days, 23:44:16, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5734, loss_cls: 3.1343, loss: 3.1343, grad_norm: 2.2712 2020-07-26 04:48:43,761 - mmaction - INFO - Epoch [65][3320/3757] lr: 8.536e-02, eta: 6 days, 23:43:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.1915, loss: 3.1915, grad_norm: 2.2701 2020-07-26 04:48:59,567 - mmaction - INFO - Epoch [65][3340/3757] lr: 8.536e-02, eta: 6 days, 23:43:32, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5703, loss_cls: 3.1620, loss: 3.1620, grad_norm: 2.2957 2020-07-26 04:49:15,330 - mmaction - INFO - Epoch [65][3360/3757] lr: 8.536e-02, eta: 6 days, 23:43:10, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5938, loss_cls: 2.9992, loss: 2.9992, grad_norm: 2.2856 2020-07-26 04:49:31,128 - mmaction - INFO - Epoch [65][3380/3757] lr: 8.536e-02, eta: 6 days, 23:42:48, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5852, loss_cls: 3.0700, loss: 3.0700, grad_norm: 2.2917 2020-07-26 04:49:46,988 - mmaction - INFO - Epoch [65][3400/3757] lr: 8.536e-02, eta: 6 days, 23:42:26, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5789, loss_cls: 3.1434, loss: 3.1434, grad_norm: 2.4100 2020-07-26 04:50:02,819 - mmaction - INFO - Epoch [65][3420/3757] lr: 8.536e-02, eta: 6 days, 23:42:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6117, loss_cls: 2.9741, loss: 2.9741, grad_norm: 2.2955 2020-07-26 04:50:18,548 - mmaction - INFO - Epoch [65][3440/3757] lr: 8.536e-02, eta: 6 days, 23:41:41, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5945, loss_cls: 3.0098, loss: 3.0098, grad_norm: 2.3093 2020-07-26 04:50:34,438 - mmaction - INFO - Epoch [65][3460/3757] lr: 8.536e-02, eta: 6 days, 23:41:20, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6086, loss_cls: 2.9345, loss: 2.9345, grad_norm: 2.2672 2020-07-26 04:50:50,401 - mmaction - INFO - Epoch [65][3480/3757] lr: 8.536e-02, eta: 6 days, 23:40:58, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5906, loss_cls: 3.0880, loss: 3.0880, grad_norm: 2.2826 2020-07-26 04:51:06,219 - mmaction - INFO - Epoch [65][3500/3757] lr: 8.536e-02, eta: 6 days, 23:40:37, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5789, loss_cls: 3.0772, loss: 3.0772, grad_norm: 2.3166 2020-07-26 04:51:21,955 - mmaction - INFO - Epoch [65][3520/3757] lr: 8.536e-02, eta: 6 days, 23:40:14, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5789, loss_cls: 3.1140, loss: 3.1140, grad_norm: 2.2762 2020-07-26 04:51:37,835 - mmaction - INFO - Epoch [65][3540/3757] lr: 8.536e-02, eta: 6 days, 23:39:52, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5852, loss_cls: 3.0939, loss: 3.0939, grad_norm: 2.2208 2020-07-26 04:51:53,607 - mmaction - INFO - Epoch [65][3560/3757] lr: 8.536e-02, eta: 6 days, 23:39:30, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5945, loss_cls: 3.0344, loss: 3.0344, grad_norm: 2.2604 2020-07-26 04:52:09,491 - mmaction - INFO - Epoch [65][3580/3757] lr: 8.536e-02, eta: 6 days, 23:39:09, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5742, loss_cls: 3.1542, loss: 3.1542, grad_norm: 2.3121 2020-07-26 04:52:25,314 - mmaction - INFO - Epoch [65][3600/3757] lr: 8.536e-02, eta: 6 days, 23:38:47, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5641, loss_cls: 3.1362, loss: 3.1362, grad_norm: 2.2847 2020-07-26 04:52:41,174 - mmaction - INFO - Epoch [65][3620/3757] lr: 8.536e-02, eta: 6 days, 23:38:25, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5711, loss_cls: 3.1103, loss: 3.1103, grad_norm: 2.2660 2020-07-26 04:52:56,961 - mmaction - INFO - Epoch [65][3640/3757] lr: 8.536e-02, eta: 6 days, 23:38:03, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5711, loss_cls: 3.1890, loss: 3.1890, grad_norm: 2.3041 2020-07-26 04:53:12,852 - mmaction - INFO - Epoch [65][3660/3757] lr: 8.536e-02, eta: 6 days, 23:37:41, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5883, loss_cls: 3.0533, loss: 3.0533, grad_norm: 2.3019 2020-07-26 04:53:28,663 - mmaction - INFO - Epoch [65][3680/3757] lr: 8.536e-02, eta: 6 days, 23:37:19, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5797, loss_cls: 3.0878, loss: 3.0878, grad_norm: 2.3175 2020-07-26 04:53:44,480 - mmaction - INFO - Epoch [65][3700/3757] lr: 8.536e-02, eta: 6 days, 23:36:57, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5992, loss_cls: 3.0035, loss: 3.0035, grad_norm: 2.2438 2020-07-26 04:54:00,346 - mmaction - INFO - Epoch [65][3720/3757] lr: 8.536e-02, eta: 6 days, 23:36:35, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5734, loss_cls: 3.1721, loss: 3.1721, grad_norm: 2.3280 2020-07-26 04:54:16,198 - mmaction - INFO - Epoch [65][3740/3757] lr: 8.536e-02, eta: 6 days, 23:36:14, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5938, loss_cls: 3.0110, loss: 3.0110, grad_norm: 2.2755 2020-07-26 04:57:29,540 - mmaction - INFO - Epoch [66][20/3757] lr: 8.492e-02, eta: 6 days, 23:48:12, time: 8.816, data_time: 7.923, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5539, loss_cls: 3.1200, loss: 3.1200, grad_norm: 2.2913 2020-07-26 04:57:45,314 - mmaction - INFO - Epoch [66][40/3757] lr: 8.492e-02, eta: 6 days, 23:47:50, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5859, loss_cls: 3.0824, loss: 3.0824, grad_norm: 2.2935 2020-07-26 04:58:01,022 - mmaction - INFO - Epoch [66][60/3757] lr: 8.492e-02, eta: 6 days, 23:47:27, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6234, loss_cls: 2.8886, loss: 2.8886, grad_norm: 2.2191 2020-07-26 04:58:16,825 - mmaction - INFO - Epoch [66][80/3757] lr: 8.492e-02, eta: 6 days, 23:47:05, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6062, loss_cls: 2.9868, loss: 2.9868, grad_norm: 2.3718 2020-07-26 04:58:32,557 - mmaction - INFO - Epoch [66][100/3757] lr: 8.492e-02, eta: 6 days, 23:46:42, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5922, loss_cls: 2.9971, loss: 2.9971, grad_norm: 2.3597 2020-07-26 04:58:48,436 - mmaction - INFO - Epoch [66][120/3757] lr: 8.492e-02, eta: 6 days, 23:46:21, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5922, loss_cls: 3.0431, loss: 3.0431, grad_norm: 2.3805 2020-07-26 04:59:04,209 - mmaction - INFO - Epoch [66][140/3757] lr: 8.492e-02, eta: 6 days, 23:45:58, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5953, loss_cls: 2.9703, loss: 2.9703, grad_norm: 2.3448 2020-07-26 04:59:19,986 - mmaction - INFO - Epoch [66][160/3757] lr: 8.492e-02, eta: 6 days, 23:45:36, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6102, loss_cls: 2.9927, loss: 2.9927, grad_norm: 2.3870 2020-07-26 04:59:35,717 - mmaction - INFO - Epoch [66][180/3757] lr: 8.492e-02, eta: 6 days, 23:45:13, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5680, loss_cls: 3.0890, loss: 3.0890, grad_norm: 2.3911 2020-07-26 04:59:51,520 - mmaction - INFO - Epoch [66][200/3757] lr: 8.492e-02, eta: 6 days, 23:44:51, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5961, loss_cls: 2.9646, loss: 2.9646, grad_norm: 2.3733 2020-07-26 05:00:13,985 - mmaction - INFO - Epoch [66][220/3757] lr: 8.492e-02, eta: 6 days, 23:45:03, time: 1.115, data_time: 0.016, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0494, loss: 3.0494, grad_norm: 2.3285 2020-07-26 05:00:29,827 - mmaction - INFO - Epoch [66][240/3757] lr: 8.492e-02, eta: 6 days, 23:44:41, time: 0.799, data_time: 0.012, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5820, loss_cls: 3.0310, loss: 3.0310, grad_norm: 2.3116 2020-07-26 05:00:45,611 - mmaction - INFO - Epoch [66][260/3757] lr: 8.492e-02, eta: 6 days, 23:44:19, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6102, loss_cls: 2.9161, loss: 2.9161, grad_norm: 2.3460 2020-07-26 05:01:01,422 - mmaction - INFO - Epoch [66][280/3757] lr: 8.492e-02, eta: 6 days, 23:43:57, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5711, loss_cls: 3.1282, loss: 3.1282, grad_norm: 2.3946 2020-07-26 05:01:17,597 - mmaction - INFO - Epoch [66][300/3757] lr: 8.492e-02, eta: 6 days, 23:43:37, time: 0.809, data_time: 0.019, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6031, loss_cls: 2.9502, loss: 2.9502, grad_norm: 2.2775 2020-07-26 05:01:33,356 - mmaction - INFO - Epoch [66][320/3757] lr: 8.492e-02, eta: 6 days, 23:43:14, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5727, loss_cls: 3.0355, loss: 3.0355, grad_norm: 2.2380 2020-07-26 05:01:49,092 - mmaction - INFO - Epoch [66][340/3757] lr: 8.492e-02, eta: 6 days, 23:42:52, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5984, loss_cls: 2.9767, loss: 2.9767, grad_norm: 2.3139 2020-07-26 05:02:05,065 - mmaction - INFO - Epoch [66][360/3757] lr: 8.492e-02, eta: 6 days, 23:42:31, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5984, loss_cls: 3.0071, loss: 3.0071, grad_norm: 2.3494 2020-07-26 05:02:20,811 - mmaction - INFO - Epoch [66][380/3757] lr: 8.492e-02, eta: 6 days, 23:42:08, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5828, loss_cls: 3.0203, loss: 3.0203, grad_norm: 2.3812 2020-07-26 05:02:36,677 - mmaction - INFO - Epoch [66][400/3757] lr: 8.492e-02, eta: 6 days, 23:41:46, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5883, loss_cls: 3.0098, loss: 3.0098, grad_norm: 2.3720 2020-07-26 05:02:52,644 - mmaction - INFO - Epoch [66][420/3757] lr: 8.492e-02, eta: 6 days, 23:41:25, time: 0.799, data_time: 0.005, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5625, loss_cls: 3.1431, loss: 3.1431, grad_norm: 2.3501 2020-07-26 05:03:08,402 - mmaction - INFO - Epoch [66][440/3757] lr: 8.492e-02, eta: 6 days, 23:41:03, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5891, loss_cls: 3.0711, loss: 3.0711, grad_norm: 2.3486 2020-07-26 05:03:24,183 - mmaction - INFO - Epoch [66][460/3757] lr: 8.492e-02, eta: 6 days, 23:40:40, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5687, loss_cls: 3.1700, loss: 3.1700, grad_norm: 2.3837 2020-07-26 05:03:39,952 - mmaction - INFO - Epoch [66][480/3757] lr: 8.492e-02, eta: 6 days, 23:40:18, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5859, loss_cls: 3.0759, loss: 3.0759, grad_norm: 2.3181 2020-07-26 05:03:55,699 - mmaction - INFO - Epoch [66][500/3757] lr: 8.492e-02, eta: 6 days, 23:39:56, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5922, loss_cls: 3.0240, loss: 3.0240, grad_norm: 2.3287 2020-07-26 05:04:11,551 - mmaction - INFO - Epoch [66][520/3757] lr: 8.492e-02, eta: 6 days, 23:39:34, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5961, loss_cls: 3.0092, loss: 3.0092, grad_norm: 2.3987 2020-07-26 05:04:27,423 - mmaction - INFO - Epoch [66][540/3757] lr: 8.492e-02, eta: 6 days, 23:39:12, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0009, loss: 3.0009, grad_norm: 2.3407 2020-07-26 05:04:43,253 - mmaction - INFO - Epoch [66][560/3757] lr: 8.492e-02, eta: 6 days, 23:38:50, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5922, loss_cls: 3.0161, loss: 3.0161, grad_norm: 2.2646 2020-07-26 05:04:59,034 - mmaction - INFO - Epoch [66][580/3757] lr: 8.492e-02, eta: 6 days, 23:38:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 3.0131, loss: 3.0131, grad_norm: 2.3893 2020-07-26 05:05:15,191 - mmaction - INFO - Epoch [66][600/3757] lr: 8.492e-02, eta: 6 days, 23:38:08, time: 0.808, data_time: 0.015, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5859, loss_cls: 3.0569, loss: 3.0569, grad_norm: 2.3530 2020-07-26 05:05:30,944 - mmaction - INFO - Epoch [66][620/3757] lr: 8.492e-02, eta: 6 days, 23:37:45, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0558, loss: 3.0558, grad_norm: 2.2824 2020-07-26 05:05:46,757 - mmaction - INFO - Epoch [66][640/3757] lr: 8.492e-02, eta: 6 days, 23:37:23, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6078, loss_cls: 2.9866, loss: 2.9866, grad_norm: 2.3196 2020-07-26 05:06:02,502 - mmaction - INFO - Epoch [66][660/3757] lr: 8.492e-02, eta: 6 days, 23:37:01, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5945, loss_cls: 3.0353, loss: 3.0353, grad_norm: 2.3042 2020-07-26 05:06:18,228 - mmaction - INFO - Epoch [66][680/3757] lr: 8.492e-02, eta: 6 days, 23:36:38, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5883, loss_cls: 3.0708, loss: 3.0708, grad_norm: 2.2873 2020-07-26 05:06:34,068 - mmaction - INFO - Epoch [66][700/3757] lr: 8.492e-02, eta: 6 days, 23:36:16, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5836, loss_cls: 3.1212, loss: 3.1212, grad_norm: 2.3092 2020-07-26 05:06:49,891 - mmaction - INFO - Epoch [66][720/3757] lr: 8.492e-02, eta: 6 days, 23:35:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5828, loss_cls: 3.0955, loss: 3.0955, grad_norm: 2.3622 2020-07-26 05:07:05,803 - mmaction - INFO - Epoch [66][740/3757] lr: 8.492e-02, eta: 6 days, 23:35:33, time: 0.797, data_time: 0.013, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5687, loss_cls: 3.0829, loss: 3.0829, grad_norm: 2.2988 2020-07-26 05:07:21,591 - mmaction - INFO - Epoch [66][760/3757] lr: 8.492e-02, eta: 6 days, 23:35:10, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5836, loss_cls: 2.9918, loss: 2.9918, grad_norm: 2.2607 2020-07-26 05:07:37,425 - mmaction - INFO - Epoch [66][780/3757] lr: 8.492e-02, eta: 6 days, 23:34:48, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5750, loss_cls: 3.0585, loss: 3.0585, grad_norm: 2.3596 2020-07-26 05:07:53,239 - mmaction - INFO - Epoch [66][800/3757] lr: 8.492e-02, eta: 6 days, 23:34:26, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5852, loss_cls: 3.0550, loss: 3.0550, grad_norm: 2.3074 2020-07-26 05:08:09,060 - mmaction - INFO - Epoch [66][820/3757] lr: 8.492e-02, eta: 6 days, 23:34:04, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5953, loss_cls: 3.0178, loss: 3.0178, grad_norm: 2.3231 2020-07-26 05:08:24,867 - mmaction - INFO - Epoch [66][840/3757] lr: 8.492e-02, eta: 6 days, 23:33:42, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5758, loss_cls: 3.0301, loss: 3.0301, grad_norm: 2.3091 2020-07-26 05:08:40,687 - mmaction - INFO - Epoch [66][860/3757] lr: 8.492e-02, eta: 6 days, 23:33:20, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5922, loss_cls: 3.0426, loss: 3.0426, grad_norm: 2.3402 2020-07-26 05:08:56,528 - mmaction - INFO - Epoch [66][880/3757] lr: 8.492e-02, eta: 6 days, 23:32:58, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5969, loss_cls: 3.0149, loss: 3.0149, grad_norm: 2.3393 2020-07-26 05:09:12,377 - mmaction - INFO - Epoch [66][900/3757] lr: 8.492e-02, eta: 6 days, 23:32:37, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5766, loss_cls: 3.1635, loss: 3.1635, grad_norm: 2.4233 2020-07-26 05:09:28,233 - mmaction - INFO - Epoch [66][920/3757] lr: 8.492e-02, eta: 6 days, 23:32:15, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5891, loss_cls: 3.0531, loss: 3.0531, grad_norm: 2.3185 2020-07-26 05:09:43,932 - mmaction - INFO - Epoch [66][940/3757] lr: 8.492e-02, eta: 6 days, 23:31:52, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5945, loss_cls: 3.0234, loss: 3.0234, grad_norm: 2.3833 2020-07-26 05:09:59,752 - mmaction - INFO - Epoch [66][960/3757] lr: 8.492e-02, eta: 6 days, 23:31:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5859, loss_cls: 3.0310, loss: 3.0310, grad_norm: 2.3747 2020-07-26 05:10:16,028 - mmaction - INFO - Epoch [66][980/3757] lr: 8.492e-02, eta: 6 days, 23:31:10, time: 0.814, data_time: 0.030, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5531, loss_cls: 3.1691, loss: 3.1691, grad_norm: 2.2876 2020-07-26 05:10:31,887 - mmaction - INFO - Epoch [66][1000/3757] lr: 8.492e-02, eta: 6 days, 23:30:48, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5781, loss_cls: 3.0786, loss: 3.0786, grad_norm: 2.2347 2020-07-26 05:10:47,761 - mmaction - INFO - Epoch [66][1020/3757] lr: 8.492e-02, eta: 6 days, 23:30:27, time: 0.795, data_time: 0.006, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5859, loss_cls: 3.0469, loss: 3.0469, grad_norm: 2.2974 2020-07-26 05:11:03,511 - mmaction - INFO - Epoch [66][1040/3757] lr: 8.492e-02, eta: 6 days, 23:30:04, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5938, loss_cls: 3.0430, loss: 3.0430, grad_norm: 2.2248 2020-07-26 05:11:19,338 - mmaction - INFO - Epoch [66][1060/3757] lr: 8.492e-02, eta: 6 days, 23:29:42, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5609, loss_cls: 3.1518, loss: 3.1518, grad_norm: 2.3294 2020-07-26 05:11:35,134 - mmaction - INFO - Epoch [66][1080/3757] lr: 8.492e-02, eta: 6 days, 23:29:20, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6094, loss_cls: 3.0042, loss: 3.0042, grad_norm: 2.3384 2020-07-26 05:11:50,929 - mmaction - INFO - Epoch [66][1100/3757] lr: 8.492e-02, eta: 6 days, 23:28:58, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5844, loss_cls: 3.0735, loss: 3.0735, grad_norm: 2.2808 2020-07-26 05:12:06,721 - mmaction - INFO - Epoch [66][1120/3757] lr: 8.492e-02, eta: 6 days, 23:28:36, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5789, loss_cls: 3.0719, loss: 3.0719, grad_norm: 2.3377 2020-07-26 05:12:22,560 - mmaction - INFO - Epoch [66][1140/3757] lr: 8.492e-02, eta: 6 days, 23:28:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5789, loss_cls: 3.1132, loss: 3.1132, grad_norm: 2.3545 2020-07-26 05:12:38,398 - mmaction - INFO - Epoch [66][1160/3757] lr: 8.492e-02, eta: 6 days, 23:27:52, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6062, loss_cls: 2.9540, loss: 2.9540, grad_norm: 2.2584 2020-07-26 05:12:54,176 - mmaction - INFO - Epoch [66][1180/3757] lr: 8.492e-02, eta: 6 days, 23:27:30, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6000, loss_cls: 2.9978, loss: 2.9978, grad_norm: 2.3408 2020-07-26 05:13:09,988 - mmaction - INFO - Epoch [66][1200/3757] lr: 8.492e-02, eta: 6 days, 23:27:08, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5773, loss_cls: 3.0511, loss: 3.0511, grad_norm: 2.3751 2020-07-26 05:13:25,795 - mmaction - INFO - Epoch [66][1220/3757] lr: 8.492e-02, eta: 6 days, 23:26:46, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5734, loss_cls: 3.1255, loss: 3.1255, grad_norm: 2.3589 2020-07-26 05:13:41,626 - mmaction - INFO - Epoch [66][1240/3757] lr: 8.492e-02, eta: 6 days, 23:26:24, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5898, loss_cls: 3.0551, loss: 3.0551, grad_norm: 2.3231 2020-07-26 05:13:57,510 - mmaction - INFO - Epoch [66][1260/3757] lr: 8.492e-02, eta: 6 days, 23:26:02, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5875, loss_cls: 3.1002, loss: 3.1002, grad_norm: 2.3326 2020-07-26 05:14:13,229 - mmaction - INFO - Epoch [66][1280/3757] lr: 8.492e-02, eta: 6 days, 23:25:40, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5563, loss_cls: 3.2060, loss: 3.2060, grad_norm: 2.3132 2020-07-26 05:14:29,152 - mmaction - INFO - Epoch [66][1300/3757] lr: 8.492e-02, eta: 6 days, 23:25:18, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5703, loss_cls: 3.1094, loss: 3.1094, grad_norm: 2.3416 2020-07-26 05:14:45,298 - mmaction - INFO - Epoch [66][1320/3757] lr: 8.492e-02, eta: 6 days, 23:24:58, time: 0.807, data_time: 0.019, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5938, loss_cls: 3.0217, loss: 3.0217, grad_norm: 2.2809 2020-07-26 05:15:01,119 - mmaction - INFO - Epoch [66][1340/3757] lr: 8.492e-02, eta: 6 days, 23:24:36, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 3.0101, loss: 3.0101, grad_norm: 2.2889 2020-07-26 05:15:16,932 - mmaction - INFO - Epoch [66][1360/3757] lr: 8.492e-02, eta: 6 days, 23:24:14, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5648, loss_cls: 3.1727, loss: 3.1727, grad_norm: 2.2934 2020-07-26 05:15:32,721 - mmaction - INFO - Epoch [66][1380/3757] lr: 8.492e-02, eta: 6 days, 23:23:52, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5656, loss_cls: 3.1387, loss: 3.1387, grad_norm: 2.2797 2020-07-26 05:15:48,499 - mmaction - INFO - Epoch [66][1400/3757] lr: 8.492e-02, eta: 6 days, 23:23:30, time: 0.789, data_time: 0.006, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5758, loss_cls: 3.0732, loss: 3.0732, grad_norm: 2.2752 2020-07-26 05:16:04,377 - mmaction - INFO - Epoch [66][1420/3757] lr: 8.492e-02, eta: 6 days, 23:23:08, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5906, loss_cls: 3.0940, loss: 3.0940, grad_norm: 2.2661 2020-07-26 05:16:20,442 - mmaction - INFO - Epoch [66][1440/3757] lr: 8.492e-02, eta: 6 days, 23:22:47, time: 0.803, data_time: 0.014, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5930, loss_cls: 3.0416, loss: 3.0416, grad_norm: 2.3838 2020-07-26 05:16:36,284 - mmaction - INFO - Epoch [66][1460/3757] lr: 8.492e-02, eta: 6 days, 23:22:26, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6008, loss_cls: 2.9889, loss: 2.9889, grad_norm: 2.3252 2020-07-26 05:16:52,114 - mmaction - INFO - Epoch [66][1480/3757] lr: 8.492e-02, eta: 6 days, 23:22:04, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6164, loss_cls: 2.9468, loss: 2.9468, grad_norm: 2.3198 2020-07-26 05:17:07,891 - mmaction - INFO - Epoch [66][1500/3757] lr: 8.492e-02, eta: 6 days, 23:21:41, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5984, loss_cls: 3.0224, loss: 3.0224, grad_norm: 2.3082 2020-07-26 05:17:23,661 - mmaction - INFO - Epoch [66][1520/3757] lr: 8.492e-02, eta: 6 days, 23:21:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5789, loss_cls: 3.0614, loss: 3.0614, grad_norm: 2.3476 2020-07-26 05:17:39,547 - mmaction - INFO - Epoch [66][1540/3757] lr: 8.492e-02, eta: 6 days, 23:20:57, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6281, loss_cls: 2.8742, loss: 2.8742, grad_norm: 2.2792 2020-07-26 05:17:55,344 - mmaction - INFO - Epoch [66][1560/3757] lr: 8.492e-02, eta: 6 days, 23:20:36, time: 0.791, data_time: 0.007, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5945, loss_cls: 3.0284, loss: 3.0284, grad_norm: 2.4700 2020-07-26 05:18:11,132 - mmaction - INFO - Epoch [66][1580/3757] lr: 8.492e-02, eta: 6 days, 23:20:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5992, loss_cls: 3.0304, loss: 3.0304, grad_norm: 2.3632 2020-07-26 05:18:26,923 - mmaction - INFO - Epoch [66][1600/3757] lr: 8.492e-02, eta: 6 days, 23:19:51, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5883, loss_cls: 3.1290, loss: 3.1290, grad_norm: 2.3690 2020-07-26 05:18:42,668 - mmaction - INFO - Epoch [66][1620/3757] lr: 8.492e-02, eta: 6 days, 23:19:29, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5703, loss_cls: 3.1042, loss: 3.1042, grad_norm: 2.3134 2020-07-26 05:18:58,447 - mmaction - INFO - Epoch [66][1640/3757] lr: 8.492e-02, eta: 6 days, 23:19:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5766, loss_cls: 3.1151, loss: 3.1151, grad_norm: 2.3463 2020-07-26 05:19:14,273 - mmaction - INFO - Epoch [66][1660/3757] lr: 8.492e-02, eta: 6 days, 23:18:45, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5633, loss_cls: 3.1505, loss: 3.1505, grad_norm: 2.2748 2020-07-26 05:19:30,372 - mmaction - INFO - Epoch [66][1680/3757] lr: 8.492e-02, eta: 6 days, 23:18:24, time: 0.806, data_time: 0.019, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5945, loss_cls: 3.0703, loss: 3.0703, grad_norm: 2.3511 2020-07-26 05:19:46,360 - mmaction - INFO - Epoch [66][1700/3757] lr: 8.492e-02, eta: 6 days, 23:18:03, time: 0.800, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 3.0368, loss: 3.0368, grad_norm: 2.3378 2020-07-26 05:20:02,189 - mmaction - INFO - Epoch [66][1720/3757] lr: 8.492e-02, eta: 6 days, 23:17:41, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5578, loss_cls: 3.1680, loss: 3.1680, grad_norm: 2.3290 2020-07-26 05:20:17,888 - mmaction - INFO - Epoch [66][1740/3757] lr: 8.492e-02, eta: 6 days, 23:17:19, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5875, loss_cls: 3.0964, loss: 3.0964, grad_norm: 2.3499 2020-07-26 05:20:33,758 - mmaction - INFO - Epoch [66][1760/3757] lr: 8.492e-02, eta: 6 days, 23:16:57, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5781, loss_cls: 3.0187, loss: 3.0187, grad_norm: 2.3192 2020-07-26 05:20:49,583 - mmaction - INFO - Epoch [66][1780/3757] lr: 8.492e-02, eta: 6 days, 23:16:35, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5633, loss_cls: 3.1741, loss: 3.1741, grad_norm: 2.3196 2020-07-26 05:21:05,802 - mmaction - INFO - Epoch [66][1800/3757] lr: 8.492e-02, eta: 6 days, 23:16:15, time: 0.811, data_time: 0.022, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5813, loss_cls: 3.0710, loss: 3.0710, grad_norm: 2.3431 2020-07-26 05:21:21,623 - mmaction - INFO - Epoch [66][1820/3757] lr: 8.492e-02, eta: 6 days, 23:15:53, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5867, loss_cls: 3.0097, loss: 3.0097, grad_norm: 2.3572 2020-07-26 05:21:37,345 - mmaction - INFO - Epoch [66][1840/3757] lr: 8.492e-02, eta: 6 days, 23:15:31, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5687, loss_cls: 3.0732, loss: 3.0732, grad_norm: 2.2586 2020-07-26 05:21:53,123 - mmaction - INFO - Epoch [66][1860/3757] lr: 8.492e-02, eta: 6 days, 23:15:09, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5742, loss_cls: 3.1721, loss: 3.1721, grad_norm: 2.3352 2020-07-26 05:22:08,921 - mmaction - INFO - Epoch [66][1880/3757] lr: 8.492e-02, eta: 6 days, 23:14:47, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.5898, loss_cls: 2.9815, loss: 2.9815, grad_norm: 2.2952 2020-07-26 05:22:24,733 - mmaction - INFO - Epoch [66][1900/3757] lr: 8.492e-02, eta: 6 days, 23:14:25, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5695, loss_cls: 3.1082, loss: 3.1082, grad_norm: 2.2763 2020-07-26 05:22:40,497 - mmaction - INFO - Epoch [66][1920/3757] lr: 8.492e-02, eta: 6 days, 23:14:03, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5727, loss_cls: 3.1045, loss: 3.1045, grad_norm: 2.2156 2020-07-26 05:22:56,315 - mmaction - INFO - Epoch [66][1940/3757] lr: 8.492e-02, eta: 6 days, 23:13:41, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5828, loss_cls: 3.0553, loss: 3.0553, grad_norm: 2.3965 2020-07-26 05:23:12,134 - mmaction - INFO - Epoch [66][1960/3757] lr: 8.492e-02, eta: 6 days, 23:13:19, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5938, loss_cls: 3.0715, loss: 3.0715, grad_norm: 2.3536 2020-07-26 05:23:27,895 - mmaction - INFO - Epoch [66][1980/3757] lr: 8.492e-02, eta: 6 days, 23:12:56, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5945, loss_cls: 3.0140, loss: 3.0140, grad_norm: 2.3253 2020-07-26 05:23:43,690 - mmaction - INFO - Epoch [66][2000/3757] lr: 8.492e-02, eta: 6 days, 23:12:34, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5477, loss_cls: 3.1664, loss: 3.1664, grad_norm: 2.2878 2020-07-26 05:23:59,474 - mmaction - INFO - Epoch [66][2020/3757] lr: 8.492e-02, eta: 6 days, 23:12:12, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.6047, loss_cls: 3.0571, loss: 3.0571, grad_norm: 2.3301 2020-07-26 05:24:15,295 - mmaction - INFO - Epoch [66][2040/3757] lr: 8.492e-02, eta: 6 days, 23:11:50, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5734, loss_cls: 3.1318, loss: 3.1318, grad_norm: 2.3337 2020-07-26 05:24:31,093 - mmaction - INFO - Epoch [66][2060/3757] lr: 8.492e-02, eta: 6 days, 23:11:28, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5836, loss_cls: 3.0934, loss: 3.0934, grad_norm: 2.2661 2020-07-26 05:24:46,881 - mmaction - INFO - Epoch [66][2080/3757] lr: 8.492e-02, eta: 6 days, 23:11:06, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5789, loss_cls: 3.0932, loss: 3.0932, grad_norm: 2.2736 2020-07-26 05:25:03,102 - mmaction - INFO - Epoch [66][2100/3757] lr: 8.492e-02, eta: 6 days, 23:10:46, time: 0.811, data_time: 0.014, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.1122, loss: 3.1122, grad_norm: 2.3509 2020-07-26 05:25:18,771 - mmaction - INFO - Epoch [66][2120/3757] lr: 8.492e-02, eta: 6 days, 23:10:24, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5961, loss_cls: 3.0154, loss: 3.0154, grad_norm: 2.3873 2020-07-26 05:25:34,574 - mmaction - INFO - Epoch [66][2140/3757] lr: 8.492e-02, eta: 6 days, 23:10:02, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5836, loss_cls: 3.0103, loss: 3.0103, grad_norm: 2.3551 2020-07-26 05:25:50,393 - mmaction - INFO - Epoch [66][2160/3757] lr: 8.492e-02, eta: 6 days, 23:09:40, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5984, loss_cls: 3.0120, loss: 3.0120, grad_norm: 2.3340 2020-07-26 05:26:06,167 - mmaction - INFO - Epoch [66][2180/3757] lr: 8.492e-02, eta: 6 days, 23:09:18, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6039, loss_cls: 2.9820, loss: 2.9820, grad_norm: 2.2765 2020-07-26 05:26:21,997 - mmaction - INFO - Epoch [66][2200/3757] lr: 8.492e-02, eta: 6 days, 23:08:56, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5867, loss_cls: 2.9996, loss: 2.9996, grad_norm: 2.3186 2020-07-26 05:26:37,784 - mmaction - INFO - Epoch [66][2220/3757] lr: 8.492e-02, eta: 6 days, 23:08:34, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6109, loss_cls: 2.9650, loss: 2.9650, grad_norm: 2.2521 2020-07-26 05:26:53,629 - mmaction - INFO - Epoch [66][2240/3757] lr: 8.492e-02, eta: 6 days, 23:08:12, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5766, loss_cls: 3.0358, loss: 3.0358, grad_norm: 2.2894 2020-07-26 05:27:09,462 - mmaction - INFO - Epoch [66][2260/3757] lr: 8.492e-02, eta: 6 days, 23:07:50, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5570, loss_cls: 3.1539, loss: 3.1539, grad_norm: 2.3509 2020-07-26 05:27:25,277 - mmaction - INFO - Epoch [66][2280/3757] lr: 8.492e-02, eta: 6 days, 23:07:28, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5820, loss_cls: 3.0787, loss: 3.0787, grad_norm: 2.3301 2020-07-26 05:27:41,140 - mmaction - INFO - Epoch [66][2300/3757] lr: 8.492e-02, eta: 6 days, 23:07:07, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5656, loss_cls: 3.1262, loss: 3.1262, grad_norm: 2.3367 2020-07-26 05:27:56,948 - mmaction - INFO - Epoch [66][2320/3757] lr: 8.492e-02, eta: 6 days, 23:06:44, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5758, loss_cls: 3.1112, loss: 3.1112, grad_norm: 2.2796 2020-07-26 05:28:13,152 - mmaction - INFO - Epoch [66][2340/3757] lr: 8.492e-02, eta: 6 days, 23:06:25, time: 0.811, data_time: 0.021, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5930, loss_cls: 3.0578, loss: 3.0578, grad_norm: 2.3323 2020-07-26 05:28:29,039 - mmaction - INFO - Epoch [66][2360/3757] lr: 8.492e-02, eta: 6 days, 23:06:03, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5797, loss_cls: 3.1040, loss: 3.1040, grad_norm: 2.3331 2020-07-26 05:28:44,861 - mmaction - INFO - Epoch [66][2380/3757] lr: 8.492e-02, eta: 6 days, 23:05:41, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5813, loss_cls: 3.1039, loss: 3.1039, grad_norm: 2.2727 2020-07-26 05:29:00,721 - mmaction - INFO - Epoch [66][2400/3757] lr: 8.492e-02, eta: 6 days, 23:05:19, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5805, loss_cls: 3.0686, loss: 3.0686, grad_norm: 2.2942 2020-07-26 05:29:16,551 - mmaction - INFO - Epoch [66][2420/3757] lr: 8.492e-02, eta: 6 days, 23:04:58, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5586, loss_cls: 3.1808, loss: 3.1808, grad_norm: 2.3778 2020-07-26 05:29:32,393 - mmaction - INFO - Epoch [66][2440/3757] lr: 8.492e-02, eta: 6 days, 23:04:36, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5969, loss_cls: 3.0939, loss: 3.0939, grad_norm: 2.3491 2020-07-26 05:29:48,148 - mmaction - INFO - Epoch [66][2460/3757] lr: 8.492e-02, eta: 6 days, 23:04:14, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5703, loss_cls: 3.1261, loss: 3.1261, grad_norm: 2.3689 2020-07-26 05:30:04,041 - mmaction - INFO - Epoch [66][2480/3757] lr: 8.492e-02, eta: 6 days, 23:03:52, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5789, loss_cls: 3.0207, loss: 3.0207, grad_norm: 2.3019 2020-07-26 05:30:19,844 - mmaction - INFO - Epoch [66][2500/3757] lr: 8.492e-02, eta: 6 days, 23:03:30, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3250, top5_acc: 0.6055, loss_cls: 3.0414, loss: 3.0414, grad_norm: 2.2994 2020-07-26 05:30:35,653 - mmaction - INFO - Epoch [66][2520/3757] lr: 8.492e-02, eta: 6 days, 23:03:08, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6109, loss_cls: 3.0190, loss: 3.0190, grad_norm: 2.3204 2020-07-26 05:30:51,397 - mmaction - INFO - Epoch [66][2540/3757] lr: 8.492e-02, eta: 6 days, 23:02:46, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5766, loss_cls: 3.0704, loss: 3.0704, grad_norm: 2.2828 2020-07-26 05:31:07,211 - mmaction - INFO - Epoch [66][2560/3757] lr: 8.492e-02, eta: 6 days, 23:02:24, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5836, loss_cls: 3.0772, loss: 3.0772, grad_norm: 2.3609 2020-07-26 05:31:23,019 - mmaction - INFO - Epoch [66][2580/3757] lr: 8.492e-02, eta: 6 days, 23:02:02, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5820, loss_cls: 3.1643, loss: 3.1643, grad_norm: 2.4558 2020-07-26 05:31:39,102 - mmaction - INFO - Epoch [66][2600/3757] lr: 8.492e-02, eta: 6 days, 23:01:42, time: 0.804, data_time: 0.017, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6000, loss_cls: 2.9483, loss: 2.9483, grad_norm: 2.2975 2020-07-26 05:31:54,841 - mmaction - INFO - Epoch [66][2620/3757] lr: 8.492e-02, eta: 6 days, 23:01:19, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6062, loss_cls: 2.9452, loss: 2.9452, grad_norm: 2.3347 2020-07-26 05:32:10,676 - mmaction - INFO - Epoch [66][2640/3757] lr: 8.492e-02, eta: 6 days, 23:00:58, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.0405, loss: 3.0405, grad_norm: 2.3782 2020-07-26 05:32:26,503 - mmaction - INFO - Epoch [66][2660/3757] lr: 8.492e-02, eta: 6 days, 23:00:36, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5883, loss_cls: 3.0478, loss: 3.0478, grad_norm: 2.3080 2020-07-26 05:32:42,250 - mmaction - INFO - Epoch [66][2680/3757] lr: 8.492e-02, eta: 6 days, 23:00:14, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5625, loss_cls: 3.1387, loss: 3.1387, grad_norm: 2.3763 2020-07-26 05:32:58,039 - mmaction - INFO - Epoch [66][2700/3757] lr: 8.492e-02, eta: 6 days, 22:59:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.6000, loss_cls: 3.1209, loss: 3.1209, grad_norm: 2.3377 2020-07-26 05:33:13,861 - mmaction - INFO - Epoch [66][2720/3757] lr: 8.492e-02, eta: 6 days, 22:59:30, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5789, loss_cls: 3.1265, loss: 3.1265, grad_norm: 2.2942 2020-07-26 05:33:29,631 - mmaction - INFO - Epoch [66][2740/3757] lr: 8.492e-02, eta: 6 days, 22:59:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5992, loss_cls: 2.9897, loss: 2.9897, grad_norm: 2.2723 2020-07-26 05:33:45,774 - mmaction - INFO - Epoch [66][2760/3757] lr: 8.492e-02, eta: 6 days, 22:58:47, time: 0.808, data_time: 0.019, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5570, loss_cls: 3.1782, loss: 3.1782, grad_norm: 2.3148 2020-07-26 05:34:01,571 - mmaction - INFO - Epoch [66][2780/3757] lr: 8.492e-02, eta: 6 days, 22:58:25, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5695, loss_cls: 3.1047, loss: 3.1047, grad_norm: 2.3121 2020-07-26 05:34:17,345 - mmaction - INFO - Epoch [66][2800/3757] lr: 8.492e-02, eta: 6 days, 22:58:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5766, loss_cls: 3.1556, loss: 3.1556, grad_norm: 2.3892 2020-07-26 05:34:33,133 - mmaction - INFO - Epoch [66][2820/3757] lr: 8.492e-02, eta: 6 days, 22:57:41, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6000, loss_cls: 3.0351, loss: 3.0351, grad_norm: 2.2790 2020-07-26 05:34:48,988 - mmaction - INFO - Epoch [66][2840/3757] lr: 8.492e-02, eta: 6 days, 22:57:20, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5883, loss_cls: 3.0615, loss: 3.0615, grad_norm: 2.3293 2020-07-26 05:35:04,865 - mmaction - INFO - Epoch [66][2860/3757] lr: 8.492e-02, eta: 6 days, 22:56:58, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5719, loss_cls: 3.0698, loss: 3.0698, grad_norm: 2.2964 2020-07-26 05:35:20,626 - mmaction - INFO - Epoch [66][2880/3757] lr: 8.492e-02, eta: 6 days, 22:56:36, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5922, loss_cls: 3.0431, loss: 3.0431, grad_norm: 2.3211 2020-07-26 05:35:36,437 - mmaction - INFO - Epoch [66][2900/3757] lr: 8.492e-02, eta: 6 days, 22:56:14, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5945, loss_cls: 3.0213, loss: 3.0213, grad_norm: 2.3980 2020-07-26 05:35:52,264 - mmaction - INFO - Epoch [66][2920/3757] lr: 8.492e-02, eta: 6 days, 22:55:52, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5914, loss_cls: 3.0703, loss: 3.0703, grad_norm: 2.2528 2020-07-26 05:36:08,095 - mmaction - INFO - Epoch [66][2940/3757] lr: 8.492e-02, eta: 6 days, 22:55:30, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6047, loss_cls: 3.0020, loss: 3.0020, grad_norm: 2.3766 2020-07-26 05:36:23,872 - mmaction - INFO - Epoch [66][2960/3757] lr: 8.492e-02, eta: 6 days, 22:55:08, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5695, loss_cls: 3.1447, loss: 3.1447, grad_norm: 2.3679 2020-07-26 05:36:39,653 - mmaction - INFO - Epoch [66][2980/3757] lr: 8.492e-02, eta: 6 days, 22:54:46, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5836, loss_cls: 3.0786, loss: 3.0786, grad_norm: 2.3143 2020-07-26 05:36:55,447 - mmaction - INFO - Epoch [66][3000/3757] lr: 8.492e-02, eta: 6 days, 22:54:24, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5758, loss_cls: 3.1106, loss: 3.1106, grad_norm: 2.3313 2020-07-26 05:37:11,148 - mmaction - INFO - Epoch [66][3020/3757] lr: 8.492e-02, eta: 6 days, 22:54:02, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5719, loss_cls: 3.1049, loss: 3.1049, grad_norm: 2.3297 2020-07-26 05:37:27,057 - mmaction - INFO - Epoch [66][3040/3757] lr: 8.492e-02, eta: 6 days, 22:53:40, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5734, loss_cls: 3.1257, loss: 3.1257, grad_norm: 2.3071 2020-07-26 05:37:42,875 - mmaction - INFO - Epoch [66][3060/3757] lr: 8.492e-02, eta: 6 days, 22:53:19, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5766, loss_cls: 3.0664, loss: 3.0664, grad_norm: 2.3101 2020-07-26 05:37:58,756 - mmaction - INFO - Epoch [66][3080/3757] lr: 8.492e-02, eta: 6 days, 22:52:57, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5648, loss_cls: 3.0737, loss: 3.0737, grad_norm: 2.3153 2020-07-26 05:38:14,699 - mmaction - INFO - Epoch [66][3100/3757] lr: 8.492e-02, eta: 6 days, 22:52:36, time: 0.798, data_time: 0.005, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5891, loss_cls: 3.0331, loss: 3.0331, grad_norm: 2.2470 2020-07-26 05:38:30,723 - mmaction - INFO - Epoch [66][3120/3757] lr: 8.492e-02, eta: 6 days, 22:52:15, time: 0.802, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5766, loss_cls: 3.1111, loss: 3.1111, grad_norm: 2.3684 2020-07-26 05:38:46,542 - mmaction - INFO - Epoch [66][3140/3757] lr: 8.492e-02, eta: 6 days, 22:51:53, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5773, loss_cls: 3.1020, loss: 3.1020, grad_norm: 2.3422 2020-07-26 05:39:02,349 - mmaction - INFO - Epoch [66][3160/3757] lr: 8.492e-02, eta: 6 days, 22:51:31, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5602, loss_cls: 3.2065, loss: 3.2065, grad_norm: 2.3355 2020-07-26 05:39:18,120 - mmaction - INFO - Epoch [66][3180/3757] lr: 8.492e-02, eta: 6 days, 22:51:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.6000, loss_cls: 3.1168, loss: 3.1168, grad_norm: 2.3380 2020-07-26 05:39:33,865 - mmaction - INFO - Epoch [66][3200/3757] lr: 8.492e-02, eta: 6 days, 22:50:47, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5820, loss_cls: 3.0994, loss: 3.0994, grad_norm: 2.3411 2020-07-26 05:39:49,642 - mmaction - INFO - Epoch [66][3220/3757] lr: 8.492e-02, eta: 6 days, 22:50:25, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5664, loss_cls: 3.0752, loss: 3.0752, grad_norm: 2.3533 2020-07-26 05:40:05,479 - mmaction - INFO - Epoch [66][3240/3757] lr: 8.492e-02, eta: 6 days, 22:50:03, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5992, loss_cls: 2.9925, loss: 2.9925, grad_norm: 2.2661 2020-07-26 05:40:21,221 - mmaction - INFO - Epoch [66][3260/3757] lr: 8.492e-02, eta: 6 days, 22:49:41, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.0981, loss: 3.0981, grad_norm: 2.3288 2020-07-26 05:40:37,003 - mmaction - INFO - Epoch [66][3280/3757] lr: 8.492e-02, eta: 6 days, 22:49:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5789, loss_cls: 3.0621, loss: 3.0621, grad_norm: 2.2680 2020-07-26 05:40:52,791 - mmaction - INFO - Epoch [66][3300/3757] lr: 8.492e-02, eta: 6 days, 22:48:57, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5680, loss_cls: 3.1727, loss: 3.1727, grad_norm: 2.4438 2020-07-26 05:41:08,624 - mmaction - INFO - Epoch [66][3320/3757] lr: 8.492e-02, eta: 6 days, 22:48:35, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5664, loss_cls: 3.1385, loss: 3.1385, grad_norm: 2.2536 2020-07-26 05:41:24,480 - mmaction - INFO - Epoch [66][3340/3757] lr: 8.492e-02, eta: 6 days, 22:48:14, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5852, loss_cls: 3.1237, loss: 3.1237, grad_norm: 2.2325 2020-07-26 05:41:40,302 - mmaction - INFO - Epoch [66][3360/3757] lr: 8.492e-02, eta: 6 days, 22:47:52, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5953, loss_cls: 3.0164, loss: 3.0164, grad_norm: 2.3480 2020-07-26 05:41:56,557 - mmaction - INFO - Epoch [66][3380/3757] lr: 8.492e-02, eta: 6 days, 22:47:32, time: 0.814, data_time: 0.023, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5938, loss_cls: 3.0058, loss: 3.0058, grad_norm: 2.3593 2020-07-26 05:42:12,316 - mmaction - INFO - Epoch [66][3400/3757] lr: 8.492e-02, eta: 6 days, 22:47:10, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5914, loss_cls: 3.0526, loss: 3.0526, grad_norm: 2.2751 2020-07-26 05:42:28,053 - mmaction - INFO - Epoch [66][3420/3757] lr: 8.492e-02, eta: 6 days, 22:46:48, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5906, loss_cls: 3.0546, loss: 3.0546, grad_norm: 2.4300 2020-07-26 05:42:43,853 - mmaction - INFO - Epoch [66][3440/3757] lr: 8.492e-02, eta: 6 days, 22:46:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.9652, loss: 2.9652, grad_norm: 2.3003 2020-07-26 05:42:59,741 - mmaction - INFO - Epoch [66][3460/3757] lr: 8.492e-02, eta: 6 days, 22:46:05, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5813, loss_cls: 3.0648, loss: 3.0648, grad_norm: 2.3473 2020-07-26 05:43:15,585 - mmaction - INFO - Epoch [66][3480/3757] lr: 8.492e-02, eta: 6 days, 22:45:43, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5648, loss_cls: 3.1913, loss: 3.1913, grad_norm: 2.3451 2020-07-26 05:43:31,342 - mmaction - INFO - Epoch [66][3500/3757] lr: 8.492e-02, eta: 6 days, 22:45:21, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5828, loss_cls: 3.1057, loss: 3.1057, grad_norm: 2.2633 2020-07-26 05:43:47,179 - mmaction - INFO - Epoch [66][3520/3757] lr: 8.492e-02, eta: 6 days, 22:44:59, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5508, loss_cls: 3.1468, loss: 3.1468, grad_norm: 2.3362 2020-07-26 05:44:03,018 - mmaction - INFO - Epoch [66][3540/3757] lr: 8.492e-02, eta: 6 days, 22:44:38, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5813, loss_cls: 3.0681, loss: 3.0681, grad_norm: 2.3181 2020-07-26 05:44:18,753 - mmaction - INFO - Epoch [66][3560/3757] lr: 8.492e-02, eta: 6 days, 22:44:15, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5563, loss_cls: 3.1600, loss: 3.1600, grad_norm: 2.3438 2020-07-26 05:44:34,530 - mmaction - INFO - Epoch [66][3580/3757] lr: 8.492e-02, eta: 6 days, 22:43:53, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5766, loss_cls: 3.1474, loss: 3.1474, grad_norm: 2.3032 2020-07-26 05:44:50,289 - mmaction - INFO - Epoch [66][3600/3757] lr: 8.492e-02, eta: 6 days, 22:43:31, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5758, loss_cls: 3.1158, loss: 3.1158, grad_norm: 2.2962 2020-07-26 05:45:06,597 - mmaction - INFO - Epoch [66][3620/3757] lr: 8.492e-02, eta: 6 days, 22:43:12, time: 0.815, data_time: 0.023, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.0995, loss: 3.0995, grad_norm: 2.2302 2020-07-26 05:45:22,247 - mmaction - INFO - Epoch [66][3640/3757] lr: 8.492e-02, eta: 6 days, 22:42:49, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5883, loss_cls: 3.0449, loss: 3.0449, grad_norm: 2.2577 2020-07-26 05:45:37,997 - mmaction - INFO - Epoch [66][3660/3757] lr: 8.492e-02, eta: 6 days, 22:42:27, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5852, loss_cls: 3.0608, loss: 3.0608, grad_norm: 2.3252 2020-07-26 05:45:53,808 - mmaction - INFO - Epoch [66][3680/3757] lr: 8.492e-02, eta: 6 days, 22:42:05, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5773, loss_cls: 3.0918, loss: 3.0918, grad_norm: 2.3773 2020-07-26 05:46:09,615 - mmaction - INFO - Epoch [66][3700/3757] lr: 8.492e-02, eta: 6 days, 22:41:43, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5687, loss_cls: 3.1143, loss: 3.1143, grad_norm: 2.3086 2020-07-26 05:46:25,370 - mmaction - INFO - Epoch [66][3720/3757] lr: 8.492e-02, eta: 6 days, 22:41:21, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5984, loss_cls: 3.0201, loss: 3.0201, grad_norm: 2.2421 2020-07-26 05:46:41,440 - mmaction - INFO - Epoch [66][3740/3757] lr: 8.492e-02, eta: 6 days, 22:41:01, time: 0.804, data_time: 0.018, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6000, loss_cls: 2.9945, loss: 2.9945, grad_norm: 2.2944 2020-07-26 05:53:20,654 - mmaction - INFO - Epoch [67][20/3757] lr: 8.448e-02, eta: 6 days, 23:09:22, time: 18.883, data_time: 17.990, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5781, loss_cls: 3.0887, loss: 3.0887, grad_norm: 2.2796 2020-07-26 05:53:36,447 - mmaction - INFO - Epoch [67][40/3757] lr: 8.448e-02, eta: 6 days, 23:09:00, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5844, loss_cls: 3.0422, loss: 3.0422, grad_norm: 2.3113 2020-07-26 05:53:52,297 - mmaction - INFO - Epoch [67][60/3757] lr: 8.448e-02, eta: 6 days, 23:08:38, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5984, loss_cls: 3.0129, loss: 3.0129, grad_norm: 2.3198 2020-07-26 05:54:08,096 - mmaction - INFO - Epoch [67][80/3757] lr: 8.448e-02, eta: 6 days, 23:08:16, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6086, loss_cls: 3.0020, loss: 3.0020, grad_norm: 2.3751 2020-07-26 05:54:23,908 - mmaction - INFO - Epoch [67][100/3757] lr: 8.448e-02, eta: 6 days, 23:07:54, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5883, loss_cls: 3.0258, loss: 3.0258, grad_norm: 2.3317 2020-07-26 05:54:39,776 - mmaction - INFO - Epoch [67][120/3757] lr: 8.448e-02, eta: 6 days, 23:07:32, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5891, loss_cls: 3.0120, loss: 3.0120, grad_norm: 2.2940 2020-07-26 05:54:55,613 - mmaction - INFO - Epoch [67][140/3757] lr: 8.448e-02, eta: 6 days, 23:07:10, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5984, loss_cls: 3.0218, loss: 3.0218, grad_norm: 2.3335 2020-07-26 05:55:11,477 - mmaction - INFO - Epoch [67][160/3757] lr: 8.448e-02, eta: 6 days, 23:06:48, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5961, loss_cls: 3.0713, loss: 3.0713, grad_norm: 2.3898 2020-07-26 05:55:27,354 - mmaction - INFO - Epoch [67][180/3757] lr: 8.448e-02, eta: 6 days, 23:06:27, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5938, loss_cls: 3.0016, loss: 3.0016, grad_norm: 2.3193 2020-07-26 05:55:43,253 - mmaction - INFO - Epoch [67][200/3757] lr: 8.448e-02, eta: 6 days, 23:06:05, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5945, loss_cls: 3.0656, loss: 3.0656, grad_norm: 2.3581 2020-07-26 05:55:59,126 - mmaction - INFO - Epoch [67][220/3757] lr: 8.448e-02, eta: 6 days, 23:05:43, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5977, loss_cls: 3.0296, loss: 3.0296, grad_norm: 2.3193 2020-07-26 05:56:14,893 - mmaction - INFO - Epoch [67][240/3757] lr: 8.448e-02, eta: 6 days, 23:05:21, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5797, loss_cls: 3.0807, loss: 3.0807, grad_norm: 2.3419 2020-07-26 05:56:30,680 - mmaction - INFO - Epoch [67][260/3757] lr: 8.448e-02, eta: 6 days, 23:04:59, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5938, loss_cls: 2.9629, loss: 2.9629, grad_norm: 2.3097 2020-07-26 05:56:46,498 - mmaction - INFO - Epoch [67][280/3757] lr: 8.448e-02, eta: 6 days, 23:04:37, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6086, loss_cls: 2.9754, loss: 2.9754, grad_norm: 2.3071 2020-07-26 05:57:02,332 - mmaction - INFO - Epoch [67][300/3757] lr: 8.448e-02, eta: 6 days, 23:04:15, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5922, loss_cls: 3.0173, loss: 3.0173, grad_norm: 2.2564 2020-07-26 05:57:18,123 - mmaction - INFO - Epoch [67][320/3757] lr: 8.448e-02, eta: 6 days, 23:03:52, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5734, loss_cls: 3.1200, loss: 3.1200, grad_norm: 2.2769 2020-07-26 05:57:33,942 - mmaction - INFO - Epoch [67][340/3757] lr: 8.448e-02, eta: 6 days, 23:03:30, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5914, loss_cls: 3.0322, loss: 3.0322, grad_norm: 2.2917 2020-07-26 05:57:49,729 - mmaction - INFO - Epoch [67][360/3757] lr: 8.448e-02, eta: 6 days, 23:03:08, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.0544, loss: 3.0544, grad_norm: 2.3054 2020-07-26 05:58:05,550 - mmaction - INFO - Epoch [67][380/3757] lr: 8.448e-02, eta: 6 days, 23:02:46, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5750, loss_cls: 3.1164, loss: 3.1164, grad_norm: 2.3503 2020-07-26 05:58:21,416 - mmaction - INFO - Epoch [67][400/3757] lr: 8.448e-02, eta: 6 days, 23:02:24, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5813, loss_cls: 3.1492, loss: 3.1492, grad_norm: 2.3141 2020-07-26 05:58:37,209 - mmaction - INFO - Epoch [67][420/3757] lr: 8.448e-02, eta: 6 days, 23:02:02, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6281, loss_cls: 2.9176, loss: 2.9176, grad_norm: 2.2846 2020-07-26 05:58:53,093 - mmaction - INFO - Epoch [67][440/3757] lr: 8.448e-02, eta: 6 days, 23:01:40, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5781, loss_cls: 3.1016, loss: 3.1016, grad_norm: 2.3571 2020-07-26 05:59:08,907 - mmaction - INFO - Epoch [67][460/3757] lr: 8.448e-02, eta: 6 days, 23:01:18, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5766, loss_cls: 3.1201, loss: 3.1201, grad_norm: 2.3060 2020-07-26 05:59:24,722 - mmaction - INFO - Epoch [67][480/3757] lr: 8.448e-02, eta: 6 days, 23:00:56, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6086, loss_cls: 2.9577, loss: 2.9577, grad_norm: 2.3220 2020-07-26 05:59:40,499 - mmaction - INFO - Epoch [67][500/3757] lr: 8.448e-02, eta: 6 days, 23:00:34, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5914, loss_cls: 3.0447, loss: 3.0447, grad_norm: 2.3412 2020-07-26 05:59:56,412 - mmaction - INFO - Epoch [67][520/3757] lr: 8.448e-02, eta: 6 days, 23:00:12, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5711, loss_cls: 3.1337, loss: 3.1337, grad_norm: 2.4121 2020-07-26 06:00:17,217 - mmaction - INFO - Epoch [67][540/3757] lr: 8.448e-02, eta: 6 days, 23:00:15, time: 1.039, data_time: 0.008, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5820, loss_cls: 3.0794, loss: 3.0794, grad_norm: 2.3861 2020-07-26 06:00:33,000 - mmaction - INFO - Epoch [67][560/3757] lr: 8.448e-02, eta: 6 days, 22:59:53, time: 0.792, data_time: 0.007, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6102, loss_cls: 2.9892, loss: 2.9892, grad_norm: 2.3288 2020-07-26 06:00:48,801 - mmaction - INFO - Epoch [67][580/3757] lr: 8.448e-02, eta: 6 days, 22:59:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5914, loss_cls: 3.0074, loss: 3.0074, grad_norm: 2.3331 2020-07-26 06:01:04,621 - mmaction - INFO - Epoch [67][600/3757] lr: 8.448e-02, eta: 6 days, 22:59:09, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5969, loss_cls: 3.0565, loss: 3.0565, grad_norm: 2.3240 2020-07-26 06:01:20,450 - mmaction - INFO - Epoch [67][620/3757] lr: 8.448e-02, eta: 6 days, 22:58:47, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5828, loss_cls: 3.0608, loss: 3.0608, grad_norm: 2.2872 2020-07-26 06:01:36,225 - mmaction - INFO - Epoch [67][640/3757] lr: 8.448e-02, eta: 6 days, 22:58:25, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5953, loss_cls: 2.9646, loss: 2.9646, grad_norm: 2.2250 2020-07-26 06:01:52,358 - mmaction - INFO - Epoch [67][660/3757] lr: 8.448e-02, eta: 6 days, 22:58:04, time: 0.806, data_time: 0.023, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5828, loss_cls: 3.0595, loss: 3.0595, grad_norm: 2.3940 2020-07-26 06:02:08,430 - mmaction - INFO - Epoch [67][680/3757] lr: 8.448e-02, eta: 6 days, 22:57:44, time: 0.804, data_time: 0.019, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5953, loss_cls: 3.0725, loss: 3.0725, grad_norm: 2.3831 2020-07-26 06:02:24,608 - mmaction - INFO - Epoch [67][700/3757] lr: 8.448e-02, eta: 6 days, 22:57:23, time: 0.809, data_time: 0.024, memory: 6196, top1_acc: 0.3656, top5_acc: 0.5914, loss_cls: 2.9779, loss: 2.9779, grad_norm: 2.3075 2020-07-26 06:02:40,673 - mmaction - INFO - Epoch [67][720/3757] lr: 8.448e-02, eta: 6 days, 22:57:03, time: 0.803, data_time: 0.018, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5961, loss_cls: 2.9842, loss: 2.9842, grad_norm: 2.3363 2020-07-26 06:02:56,468 - mmaction - INFO - Epoch [67][740/3757] lr: 8.448e-02, eta: 6 days, 22:56:40, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6023, loss_cls: 3.0041, loss: 3.0041, grad_norm: 2.3709 2020-07-26 06:03:12,265 - mmaction - INFO - Epoch [67][760/3757] lr: 8.448e-02, eta: 6 days, 22:56:18, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5742, loss_cls: 3.0288, loss: 3.0288, grad_norm: 2.3311 2020-07-26 06:03:28,122 - mmaction - INFO - Epoch [67][780/3757] lr: 8.448e-02, eta: 6 days, 22:55:56, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5672, loss_cls: 3.1690, loss: 3.1690, grad_norm: 2.3688 2020-07-26 06:03:43,891 - mmaction - INFO - Epoch [67][800/3757] lr: 8.448e-02, eta: 6 days, 22:55:34, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5938, loss_cls: 2.9757, loss: 2.9757, grad_norm: 2.3031 2020-07-26 06:03:59,691 - mmaction - INFO - Epoch [67][820/3757] lr: 8.448e-02, eta: 6 days, 22:55:12, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5766, loss_cls: 3.1015, loss: 3.1015, grad_norm: 2.3551 2020-07-26 06:04:15,488 - mmaction - INFO - Epoch [67][840/3757] lr: 8.448e-02, eta: 6 days, 22:54:50, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5672, loss_cls: 3.1630, loss: 3.1630, grad_norm: 2.3733 2020-07-26 06:04:31,269 - mmaction - INFO - Epoch [67][860/3757] lr: 8.448e-02, eta: 6 days, 22:54:28, time: 0.789, data_time: 0.006, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5805, loss_cls: 3.0759, loss: 3.0759, grad_norm: 2.3607 2020-07-26 06:04:47,137 - mmaction - INFO - Epoch [67][880/3757] lr: 8.448e-02, eta: 6 days, 22:54:06, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5586, loss_cls: 3.1537, loss: 3.1537, grad_norm: 2.3648 2020-07-26 06:05:03,056 - mmaction - INFO - Epoch [67][900/3757] lr: 8.448e-02, eta: 6 days, 22:53:45, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5859, loss_cls: 3.0746, loss: 3.0746, grad_norm: 2.2693 2020-07-26 06:05:18,849 - mmaction - INFO - Epoch [67][920/3757] lr: 8.448e-02, eta: 6 days, 22:53:22, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5766, loss_cls: 3.0941, loss: 3.0941, grad_norm: 2.2903 2020-07-26 06:05:34,639 - mmaction - INFO - Epoch [67][940/3757] lr: 8.448e-02, eta: 6 days, 22:53:00, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5867, loss_cls: 3.0550, loss: 3.0550, grad_norm: 2.2983 2020-07-26 06:05:50,540 - mmaction - INFO - Epoch [67][960/3757] lr: 8.448e-02, eta: 6 days, 22:52:39, time: 0.795, data_time: 0.008, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5555, loss_cls: 3.2309, loss: 3.2309, grad_norm: 2.3373 2020-07-26 06:06:06,397 - mmaction - INFO - Epoch [67][980/3757] lr: 8.448e-02, eta: 6 days, 22:52:17, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5852, loss_cls: 3.0580, loss: 3.0580, grad_norm: 2.3331 2020-07-26 06:06:22,235 - mmaction - INFO - Epoch [67][1000/3757] lr: 8.448e-02, eta: 6 days, 22:51:55, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5828, loss_cls: 3.1384, loss: 3.1384, grad_norm: 2.3750 2020-07-26 06:06:38,091 - mmaction - INFO - Epoch [67][1020/3757] lr: 8.448e-02, eta: 6 days, 22:51:33, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5953, loss_cls: 3.0196, loss: 3.0196, grad_norm: 2.3196 2020-07-26 06:06:53,839 - mmaction - INFO - Epoch [67][1040/3757] lr: 8.448e-02, eta: 6 days, 22:51:11, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5891, loss_cls: 3.0650, loss: 3.0650, grad_norm: 2.3188 2020-07-26 06:07:09,626 - mmaction - INFO - Epoch [67][1060/3757] lr: 8.448e-02, eta: 6 days, 22:50:49, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5867, loss_cls: 3.0260, loss: 3.0260, grad_norm: 2.2982 2020-07-26 06:07:25,470 - mmaction - INFO - Epoch [67][1080/3757] lr: 8.448e-02, eta: 6 days, 22:50:27, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5953, loss_cls: 2.9968, loss: 2.9968, grad_norm: 2.2665 2020-07-26 06:07:41,253 - mmaction - INFO - Epoch [67][1100/3757] lr: 8.448e-02, eta: 6 days, 22:50:05, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6086, loss_cls: 2.9308, loss: 2.9308, grad_norm: 2.2993 2020-07-26 06:07:57,002 - mmaction - INFO - Epoch [67][1120/3757] lr: 8.448e-02, eta: 6 days, 22:49:42, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0466, loss: 3.0466, grad_norm: 2.3969 2020-07-26 06:08:12,885 - mmaction - INFO - Epoch [67][1140/3757] lr: 8.448e-02, eta: 6 days, 22:49:21, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6109, loss_cls: 2.9749, loss: 2.9749, grad_norm: 2.4429 2020-07-26 06:08:28,591 - mmaction - INFO - Epoch [67][1160/3757] lr: 8.448e-02, eta: 6 days, 22:48:58, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5891, loss_cls: 3.0637, loss: 3.0637, grad_norm: 2.3818 2020-07-26 06:08:44,464 - mmaction - INFO - Epoch [67][1180/3757] lr: 8.448e-02, eta: 6 days, 22:48:36, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6016, loss_cls: 3.1134, loss: 3.1134, grad_norm: 2.3068 2020-07-26 06:09:00,292 - mmaction - INFO - Epoch [67][1200/3757] lr: 8.448e-02, eta: 6 days, 22:48:15, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5680, loss_cls: 3.1239, loss: 3.1239, grad_norm: 2.2973 2020-07-26 06:09:16,230 - mmaction - INFO - Epoch [67][1220/3757] lr: 8.448e-02, eta: 6 days, 22:47:53, time: 0.796, data_time: 0.011, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5977, loss_cls: 2.9765, loss: 2.9765, grad_norm: 2.3093 2020-07-26 06:09:31,991 - mmaction - INFO - Epoch [67][1240/3757] lr: 8.448e-02, eta: 6 days, 22:47:31, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5906, loss_cls: 3.0719, loss: 3.0719, grad_norm: 2.3275 2020-07-26 06:09:47,707 - mmaction - INFO - Epoch [67][1260/3757] lr: 8.448e-02, eta: 6 days, 22:47:08, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.0859, loss: 3.0859, grad_norm: 2.3445 2020-07-26 06:10:03,657 - mmaction - INFO - Epoch [67][1280/3757] lr: 8.448e-02, eta: 6 days, 22:46:47, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5820, loss_cls: 3.0280, loss: 3.0280, grad_norm: 2.3346 2020-07-26 06:10:19,351 - mmaction - INFO - Epoch [67][1300/3757] lr: 8.448e-02, eta: 6 days, 22:46:25, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5703, loss_cls: 3.1049, loss: 3.1049, grad_norm: 2.3184 2020-07-26 06:10:35,106 - mmaction - INFO - Epoch [67][1320/3757] lr: 8.448e-02, eta: 6 days, 22:46:02, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5711, loss_cls: 3.0689, loss: 3.0689, grad_norm: 2.2798 2020-07-26 06:10:51,189 - mmaction - INFO - Epoch [67][1340/3757] lr: 8.448e-02, eta: 6 days, 22:45:41, time: 0.803, data_time: 0.015, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5852, loss_cls: 2.9963, loss: 2.9963, grad_norm: 2.3334 2020-07-26 06:11:06,985 - mmaction - INFO - Epoch [67][1360/3757] lr: 8.448e-02, eta: 6 days, 22:45:19, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5766, loss_cls: 3.1360, loss: 3.1360, grad_norm: 2.4130 2020-07-26 06:11:22,753 - mmaction - INFO - Epoch [67][1380/3757] lr: 8.448e-02, eta: 6 days, 22:44:57, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5820, loss_cls: 3.0911, loss: 3.0911, grad_norm: 2.3139 2020-07-26 06:11:38,623 - mmaction - INFO - Epoch [67][1400/3757] lr: 8.448e-02, eta: 6 days, 22:44:36, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5883, loss_cls: 3.0514, loss: 3.0514, grad_norm: 2.2884 2020-07-26 06:11:54,419 - mmaction - INFO - Epoch [67][1420/3757] lr: 8.448e-02, eta: 6 days, 22:44:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5758, loss_cls: 3.0809, loss: 3.0809, grad_norm: 2.3530 2020-07-26 06:12:10,241 - mmaction - INFO - Epoch [67][1440/3757] lr: 8.448e-02, eta: 6 days, 22:43:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5727, loss_cls: 3.1539, loss: 3.1539, grad_norm: 2.4342 2020-07-26 06:12:26,211 - mmaction - INFO - Epoch [67][1460/3757] lr: 8.448e-02, eta: 6 days, 22:43:30, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5617, loss_cls: 3.1769, loss: 3.1769, grad_norm: 2.3101 2020-07-26 06:12:42,010 - mmaction - INFO - Epoch [67][1480/3757] lr: 8.448e-02, eta: 6 days, 22:43:08, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6156, loss_cls: 2.9283, loss: 2.9283, grad_norm: 2.3369 2020-07-26 06:12:57,722 - mmaction - INFO - Epoch [67][1500/3757] lr: 8.448e-02, eta: 6 days, 22:42:46, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5539, loss_cls: 3.1824, loss: 3.1824, grad_norm: 2.3243 2020-07-26 06:13:13,518 - mmaction - INFO - Epoch [67][1520/3757] lr: 8.448e-02, eta: 6 days, 22:42:24, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5898, loss_cls: 3.0629, loss: 3.0629, grad_norm: 2.2856 2020-07-26 06:13:29,321 - mmaction - INFO - Epoch [67][1540/3757] lr: 8.448e-02, eta: 6 days, 22:42:02, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5734, loss_cls: 3.1258, loss: 3.1258, grad_norm: 2.3340 2020-07-26 06:13:45,223 - mmaction - INFO - Epoch [67][1560/3757] lr: 8.448e-02, eta: 6 days, 22:41:40, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5914, loss_cls: 3.0760, loss: 3.0760, grad_norm: 2.3215 2020-07-26 06:14:01,065 - mmaction - INFO - Epoch [67][1580/3757] lr: 8.448e-02, eta: 6 days, 22:41:18, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.5883, loss_cls: 3.0301, loss: 3.0301, grad_norm: 2.2749 2020-07-26 06:14:16,870 - mmaction - INFO - Epoch [67][1600/3757] lr: 8.448e-02, eta: 6 days, 22:40:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5930, loss_cls: 3.0010, loss: 3.0010, grad_norm: 2.3235 2020-07-26 06:14:32,643 - mmaction - INFO - Epoch [67][1620/3757] lr: 8.448e-02, eta: 6 days, 22:40:34, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6125, loss_cls: 2.9830, loss: 2.9830, grad_norm: 2.3587 2020-07-26 06:14:48,448 - mmaction - INFO - Epoch [67][1640/3757] lr: 8.448e-02, eta: 6 days, 22:40:12, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.6023, loss_cls: 2.9995, loss: 2.9995, grad_norm: 2.3050 2020-07-26 06:15:04,283 - mmaction - INFO - Epoch [67][1660/3757] lr: 8.448e-02, eta: 6 days, 22:39:50, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5969, loss_cls: 3.0015, loss: 3.0015, grad_norm: 2.3489 2020-07-26 06:15:20,030 - mmaction - INFO - Epoch [67][1680/3757] lr: 8.448e-02, eta: 6 days, 22:39:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5742, loss_cls: 3.1093, loss: 3.1093, grad_norm: 2.3891 2020-07-26 06:15:35,770 - mmaction - INFO - Epoch [67][1700/3757] lr: 8.448e-02, eta: 6 days, 22:39:06, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5898, loss_cls: 3.0901, loss: 3.0901, grad_norm: 2.3344 2020-07-26 06:15:51,717 - mmaction - INFO - Epoch [67][1720/3757] lr: 8.448e-02, eta: 6 days, 22:38:44, time: 0.798, data_time: 0.012, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6047, loss_cls: 2.9631, loss: 2.9631, grad_norm: 2.2914 2020-07-26 06:16:07,499 - mmaction - INFO - Epoch [67][1740/3757] lr: 8.448e-02, eta: 6 days, 22:38:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5875, loss_cls: 3.0270, loss: 3.0270, grad_norm: 2.4022 2020-07-26 06:16:23,303 - mmaction - INFO - Epoch [67][1760/3757] lr: 8.448e-02, eta: 6 days, 22:38:00, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5805, loss_cls: 3.0517, loss: 3.0517, grad_norm: 2.3157 2020-07-26 06:16:39,153 - mmaction - INFO - Epoch [67][1780/3757] lr: 8.448e-02, eta: 6 days, 22:37:39, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5898, loss_cls: 3.0300, loss: 3.0300, grad_norm: 2.2710 2020-07-26 06:16:55,079 - mmaction - INFO - Epoch [67][1800/3757] lr: 8.448e-02, eta: 6 days, 22:37:17, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5875, loss_cls: 3.0388, loss: 3.0388, grad_norm: 2.3592 2020-07-26 06:17:10,752 - mmaction - INFO - Epoch [67][1820/3757] lr: 8.448e-02, eta: 6 days, 22:36:55, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5672, loss_cls: 3.1466, loss: 3.1466, grad_norm: 2.3342 2020-07-26 06:17:26,684 - mmaction - INFO - Epoch [67][1840/3757] lr: 8.448e-02, eta: 6 days, 22:36:33, time: 0.796, data_time: 0.012, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5992, loss_cls: 3.0257, loss: 3.0257, grad_norm: 2.3251 2020-07-26 06:17:42,506 - mmaction - INFO - Epoch [67][1860/3757] lr: 8.448e-02, eta: 6 days, 22:36:11, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5539, loss_cls: 3.1775, loss: 3.1775, grad_norm: 2.3345 2020-07-26 06:17:58,284 - mmaction - INFO - Epoch [67][1880/3757] lr: 8.448e-02, eta: 6 days, 22:35:49, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5750, loss_cls: 3.1105, loss: 3.1105, grad_norm: 2.3105 2020-07-26 06:18:14,035 - mmaction - INFO - Epoch [67][1900/3757] lr: 8.448e-02, eta: 6 days, 22:35:27, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5820, loss_cls: 3.0930, loss: 3.0930, grad_norm: 2.2808 2020-07-26 06:18:29,865 - mmaction - INFO - Epoch [67][1920/3757] lr: 8.448e-02, eta: 6 days, 22:35:05, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6008, loss_cls: 3.0181, loss: 3.0181, grad_norm: 2.3317 2020-07-26 06:18:45,615 - mmaction - INFO - Epoch [67][1940/3757] lr: 8.448e-02, eta: 6 days, 22:34:43, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6016, loss_cls: 2.9984, loss: 2.9984, grad_norm: 2.3584 2020-07-26 06:19:01,789 - mmaction - INFO - Epoch [67][1960/3757] lr: 8.448e-02, eta: 6 days, 22:34:23, time: 0.809, data_time: 0.019, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6109, loss_cls: 2.9202, loss: 2.9202, grad_norm: 2.3246 2020-07-26 06:19:17,636 - mmaction - INFO - Epoch [67][1980/3757] lr: 8.448e-02, eta: 6 days, 22:34:01, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.5844, loss_cls: 3.0537, loss: 3.0537, grad_norm: 2.3137 2020-07-26 06:19:33,663 - mmaction - INFO - Epoch [67][2000/3757] lr: 8.448e-02, eta: 6 days, 22:33:40, time: 0.802, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5852, loss_cls: 3.0942, loss: 3.0942, grad_norm: 2.3252 2020-07-26 06:19:49,448 - mmaction - INFO - Epoch [67][2020/3757] lr: 8.448e-02, eta: 6 days, 22:33:18, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6023, loss_cls: 2.9793, loss: 2.9793, grad_norm: 2.2471 2020-07-26 06:20:05,292 - mmaction - INFO - Epoch [67][2040/3757] lr: 8.448e-02, eta: 6 days, 22:32:56, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5789, loss_cls: 3.0864, loss: 3.0864, grad_norm: 2.3095 2020-07-26 06:20:21,835 - mmaction - INFO - Epoch [67][2060/3757] lr: 8.448e-02, eta: 6 days, 22:32:38, time: 0.827, data_time: 0.041, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5922, loss_cls: 3.0183, loss: 3.0183, grad_norm: 2.3479 2020-07-26 06:20:37,916 - mmaction - INFO - Epoch [67][2080/3757] lr: 8.448e-02, eta: 6 days, 22:32:17, time: 0.803, data_time: 0.017, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5836, loss_cls: 3.0341, loss: 3.0341, grad_norm: 2.2651 2020-07-26 06:20:54,154 - mmaction - INFO - Epoch [67][2100/3757] lr: 8.448e-02, eta: 6 days, 22:31:57, time: 0.812, data_time: 0.024, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5734, loss_cls: 3.0990, loss: 3.0990, grad_norm: 2.3389 2020-07-26 06:21:10,203 - mmaction - INFO - Epoch [67][2120/3757] lr: 8.448e-02, eta: 6 days, 22:31:37, time: 0.803, data_time: 0.016, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5969, loss_cls: 3.0385, loss: 3.0385, grad_norm: 2.3647 2020-07-26 06:21:26,036 - mmaction - INFO - Epoch [67][2140/3757] lr: 8.448e-02, eta: 6 days, 22:31:15, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5445, loss_cls: 3.2430, loss: 3.2430, grad_norm: 2.4073 2020-07-26 06:21:41,794 - mmaction - INFO - Epoch [67][2160/3757] lr: 8.448e-02, eta: 6 days, 22:30:53, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5930, loss_cls: 3.0173, loss: 3.0173, grad_norm: 2.2626 2020-07-26 06:21:57,913 - mmaction - INFO - Epoch [67][2180/3757] lr: 8.448e-02, eta: 6 days, 22:30:32, time: 0.806, data_time: 0.024, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5719, loss_cls: 3.1225, loss: 3.1225, grad_norm: 2.2897 2020-07-26 06:22:14,283 - mmaction - INFO - Epoch [67][2200/3757] lr: 8.448e-02, eta: 6 days, 22:30:13, time: 0.818, data_time: 0.023, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5797, loss_cls: 3.0878, loss: 3.0878, grad_norm: 2.3294 2020-07-26 06:22:30,336 - mmaction - INFO - Epoch [67][2220/3757] lr: 8.448e-02, eta: 6 days, 22:29:52, time: 0.803, data_time: 0.014, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5938, loss_cls: 3.0645, loss: 3.0645, grad_norm: 2.3338 2020-07-26 06:22:46,505 - mmaction - INFO - Epoch [67][2240/3757] lr: 8.448e-02, eta: 6 days, 22:29:32, time: 0.808, data_time: 0.021, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5766, loss_cls: 3.0703, loss: 3.0703, grad_norm: 2.2753 2020-07-26 06:23:02,310 - mmaction - INFO - Epoch [67][2260/3757] lr: 8.448e-02, eta: 6 days, 22:29:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5992, loss_cls: 2.9572, loss: 2.9572, grad_norm: 2.3267 2020-07-26 06:23:18,105 - mmaction - INFO - Epoch [67][2280/3757] lr: 8.448e-02, eta: 6 days, 22:28:48, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5992, loss_cls: 2.9818, loss: 2.9818, grad_norm: 2.3592 2020-07-26 06:23:33,871 - mmaction - INFO - Epoch [67][2300/3757] lr: 8.448e-02, eta: 6 days, 22:28:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5719, loss_cls: 3.0864, loss: 3.0864, grad_norm: 2.3634 2020-07-26 06:23:49,656 - mmaction - INFO - Epoch [67][2320/3757] lr: 8.448e-02, eta: 6 days, 22:28:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5891, loss_cls: 3.0305, loss: 3.0305, grad_norm: 2.3035 2020-07-26 06:24:05,468 - mmaction - INFO - Epoch [67][2340/3757] lr: 8.448e-02, eta: 6 days, 22:27:42, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5945, loss_cls: 3.0253, loss: 3.0253, grad_norm: 2.3320 2020-07-26 06:24:21,226 - mmaction - INFO - Epoch [67][2360/3757] lr: 8.448e-02, eta: 6 days, 22:27:20, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5820, loss_cls: 3.0326, loss: 3.0326, grad_norm: 2.3558 2020-07-26 06:24:36,989 - mmaction - INFO - Epoch [67][2380/3757] lr: 8.448e-02, eta: 6 days, 22:26:58, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5617, loss_cls: 3.1044, loss: 3.1044, grad_norm: 2.3352 2020-07-26 06:24:52,764 - mmaction - INFO - Epoch [67][2400/3757] lr: 8.448e-02, eta: 6 days, 22:26:36, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5906, loss_cls: 3.0486, loss: 3.0486, grad_norm: 2.3221 2020-07-26 06:25:08,615 - mmaction - INFO - Epoch [67][2420/3757] lr: 8.448e-02, eta: 6 days, 22:26:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5883, loss_cls: 3.0162, loss: 3.0162, grad_norm: 2.2738 2020-07-26 06:25:24,509 - mmaction - INFO - Epoch [67][2440/3757] lr: 8.448e-02, eta: 6 days, 22:25:52, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5797, loss_cls: 3.0592, loss: 3.0592, grad_norm: 2.3242 2020-07-26 06:25:40,300 - mmaction - INFO - Epoch [67][2460/3757] lr: 8.448e-02, eta: 6 days, 22:25:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5891, loss_cls: 3.1134, loss: 3.1134, grad_norm: 2.4431 2020-07-26 06:25:56,067 - mmaction - INFO - Epoch [67][2480/3757] lr: 8.448e-02, eta: 6 days, 22:25:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6039, loss_cls: 3.0482, loss: 3.0482, grad_norm: 2.2891 2020-07-26 06:26:11,897 - mmaction - INFO - Epoch [67][2500/3757] lr: 8.448e-02, eta: 6 days, 22:24:46, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5766, loss_cls: 3.0309, loss: 3.0309, grad_norm: 2.3562 2020-07-26 06:26:27,726 - mmaction - INFO - Epoch [67][2520/3757] lr: 8.448e-02, eta: 6 days, 22:24:25, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5523, loss_cls: 3.1556, loss: 3.1556, grad_norm: 2.3743 2020-07-26 06:26:43,510 - mmaction - INFO - Epoch [67][2540/3757] lr: 8.448e-02, eta: 6 days, 22:24:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5633, loss_cls: 3.1134, loss: 3.1134, grad_norm: 2.3298 2020-07-26 06:26:59,358 - mmaction - INFO - Epoch [67][2560/3757] lr: 8.448e-02, eta: 6 days, 22:23:41, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5641, loss_cls: 3.1206, loss: 3.1206, grad_norm: 2.3476 2020-07-26 06:27:15,168 - mmaction - INFO - Epoch [67][2580/3757] lr: 8.448e-02, eta: 6 days, 22:23:19, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5633, loss_cls: 3.1373, loss: 3.1373, grad_norm: 2.3318 2020-07-26 06:27:31,256 - mmaction - INFO - Epoch [67][2600/3757] lr: 8.448e-02, eta: 6 days, 22:22:58, time: 0.805, data_time: 0.015, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5797, loss_cls: 3.0835, loss: 3.0835, grad_norm: 2.3223 2020-07-26 06:27:47,120 - mmaction - INFO - Epoch [67][2620/3757] lr: 8.448e-02, eta: 6 days, 22:22:37, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5859, loss_cls: 2.9928, loss: 2.9928, grad_norm: 2.3107 2020-07-26 06:28:02,793 - mmaction - INFO - Epoch [67][2640/3757] lr: 8.448e-02, eta: 6 days, 22:22:14, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5711, loss_cls: 3.0773, loss: 3.0773, grad_norm: 2.3179 2020-07-26 06:28:18,614 - mmaction - INFO - Epoch [67][2660/3757] lr: 8.448e-02, eta: 6 days, 22:21:52, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5680, loss_cls: 3.0871, loss: 3.0871, grad_norm: 2.3516 2020-07-26 06:28:34,495 - mmaction - INFO - Epoch [67][2680/3757] lr: 8.448e-02, eta: 6 days, 22:21:31, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6008, loss_cls: 3.0616, loss: 3.0616, grad_norm: 2.3215 2020-07-26 06:28:50,309 - mmaction - INFO - Epoch [67][2700/3757] lr: 8.448e-02, eta: 6 days, 22:21:09, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5570, loss_cls: 3.1362, loss: 3.1362, grad_norm: 2.3138 2020-07-26 06:29:06,554 - mmaction - INFO - Epoch [67][2720/3757] lr: 8.448e-02, eta: 6 days, 22:20:49, time: 0.812, data_time: 0.024, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5883, loss_cls: 3.0679, loss: 3.0679, grad_norm: 2.2979 2020-07-26 06:29:22,431 - mmaction - INFO - Epoch [67][2740/3757] lr: 8.448e-02, eta: 6 days, 22:20:28, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5656, loss_cls: 3.1014, loss: 3.1014, grad_norm: 2.2705 2020-07-26 06:29:38,249 - mmaction - INFO - Epoch [67][2760/3757] lr: 8.448e-02, eta: 6 days, 22:20:06, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5891, loss_cls: 3.0310, loss: 3.0310, grad_norm: 2.3266 2020-07-26 06:29:54,074 - mmaction - INFO - Epoch [67][2780/3757] lr: 8.448e-02, eta: 6 days, 22:19:44, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5844, loss_cls: 3.0793, loss: 3.0793, grad_norm: 2.2835 2020-07-26 06:30:09,805 - mmaction - INFO - Epoch [67][2800/3757] lr: 8.448e-02, eta: 6 days, 22:19:22, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6125, loss_cls: 3.0308, loss: 3.0308, grad_norm: 2.2639 2020-07-26 06:30:25,638 - mmaction - INFO - Epoch [67][2820/3757] lr: 8.448e-02, eta: 6 days, 22:19:00, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5859, loss_cls: 3.0755, loss: 3.0755, grad_norm: 2.3797 2020-07-26 06:30:41,525 - mmaction - INFO - Epoch [67][2840/3757] lr: 8.448e-02, eta: 6 days, 22:18:38, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5789, loss_cls: 3.1101, loss: 3.1101, grad_norm: 2.3549 2020-07-26 06:30:57,346 - mmaction - INFO - Epoch [67][2860/3757] lr: 8.448e-02, eta: 6 days, 22:18:17, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5648, loss_cls: 3.0942, loss: 3.0942, grad_norm: 2.3666 2020-07-26 06:31:13,112 - mmaction - INFO - Epoch [67][2880/3757] lr: 8.448e-02, eta: 6 days, 22:17:55, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5914, loss_cls: 3.0407, loss: 3.0407, grad_norm: 2.2960 2020-07-26 06:31:28,989 - mmaction - INFO - Epoch [67][2900/3757] lr: 8.448e-02, eta: 6 days, 22:17:33, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5758, loss_cls: 3.0963, loss: 3.0963, grad_norm: 2.2341 2020-07-26 06:31:44,921 - mmaction - INFO - Epoch [67][2920/3757] lr: 8.448e-02, eta: 6 days, 22:17:12, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5844, loss_cls: 3.0311, loss: 3.0311, grad_norm: 2.3318 2020-07-26 06:32:00,619 - mmaction - INFO - Epoch [67][2940/3757] lr: 8.448e-02, eta: 6 days, 22:16:49, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5914, loss_cls: 3.0109, loss: 3.0109, grad_norm: 2.2900 2020-07-26 06:32:16,384 - mmaction - INFO - Epoch [67][2960/3757] lr: 8.448e-02, eta: 6 days, 22:16:27, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5773, loss_cls: 3.0495, loss: 3.0495, grad_norm: 2.3348 2020-07-26 06:32:32,216 - mmaction - INFO - Epoch [67][2980/3757] lr: 8.448e-02, eta: 6 days, 22:16:05, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5867, loss_cls: 3.0198, loss: 3.0198, grad_norm: 2.3557 2020-07-26 06:32:48,041 - mmaction - INFO - Epoch [67][3000/3757] lr: 8.448e-02, eta: 6 days, 22:15:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5961, loss_cls: 2.9931, loss: 2.9931, grad_norm: 2.3073 2020-07-26 06:33:03,880 - mmaction - INFO - Epoch [67][3020/3757] lr: 8.448e-02, eta: 6 days, 22:15:22, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5891, loss_cls: 3.0552, loss: 3.0552, grad_norm: 2.3747 2020-07-26 06:33:19,704 - mmaction - INFO - Epoch [67][3040/3757] lr: 8.448e-02, eta: 6 days, 22:15:00, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5773, loss_cls: 3.1101, loss: 3.1101, grad_norm: 2.3498 2020-07-26 06:33:35,548 - mmaction - INFO - Epoch [67][3060/3757] lr: 8.448e-02, eta: 6 days, 22:14:38, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5734, loss_cls: 3.0718, loss: 3.0718, grad_norm: 2.3578 2020-07-26 06:33:51,321 - mmaction - INFO - Epoch [67][3080/3757] lr: 8.448e-02, eta: 6 days, 22:14:16, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.0293, loss: 3.0293, grad_norm: 2.2870 2020-07-26 06:34:07,184 - mmaction - INFO - Epoch [67][3100/3757] lr: 8.448e-02, eta: 6 days, 22:13:55, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5922, loss_cls: 2.9970, loss: 2.9970, grad_norm: 2.2916 2020-07-26 06:34:22,992 - mmaction - INFO - Epoch [67][3120/3757] lr: 8.448e-02, eta: 6 days, 22:13:33, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5805, loss_cls: 3.0891, loss: 3.0891, grad_norm: 2.3195 2020-07-26 06:34:38,854 - mmaction - INFO - Epoch [67][3140/3757] lr: 8.448e-02, eta: 6 days, 22:13:11, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5977, loss_cls: 2.9964, loss: 2.9964, grad_norm: 2.3350 2020-07-26 06:34:54,677 - mmaction - INFO - Epoch [67][3160/3757] lr: 8.448e-02, eta: 6 days, 22:12:49, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5852, loss_cls: 3.0676, loss: 3.0676, grad_norm: 2.3834 2020-07-26 06:35:10,537 - mmaction - INFO - Epoch [67][3180/3757] lr: 8.448e-02, eta: 6 days, 22:12:28, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5805, loss_cls: 3.0989, loss: 3.0989, grad_norm: 2.3775 2020-07-26 06:35:26,368 - mmaction - INFO - Epoch [67][3200/3757] lr: 8.448e-02, eta: 6 days, 22:12:06, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5734, loss_cls: 3.0810, loss: 3.0810, grad_norm: 2.3307 2020-07-26 06:35:42,333 - mmaction - INFO - Epoch [67][3220/3757] lr: 8.448e-02, eta: 6 days, 22:11:45, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5797, loss_cls: 3.1514, loss: 3.1514, grad_norm: 2.3742 2020-07-26 06:35:58,071 - mmaction - INFO - Epoch [67][3240/3757] lr: 8.448e-02, eta: 6 days, 22:11:23, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5734, loss_cls: 3.1140, loss: 3.1140, grad_norm: 2.2980 2020-07-26 06:36:13,866 - mmaction - INFO - Epoch [67][3260/3757] lr: 8.448e-02, eta: 6 days, 22:11:01, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3828, top5_acc: 0.6062, loss_cls: 2.8978, loss: 2.8978, grad_norm: 2.2604 2020-07-26 06:36:29,738 - mmaction - INFO - Epoch [67][3280/3757] lr: 8.448e-02, eta: 6 days, 22:10:39, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5961, loss_cls: 3.0236, loss: 3.0236, grad_norm: 2.3801 2020-07-26 06:36:45,533 - mmaction - INFO - Epoch [67][3300/3757] lr: 8.448e-02, eta: 6 days, 22:10:17, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5945, loss_cls: 3.0724, loss: 3.0724, grad_norm: 2.4106 2020-07-26 06:37:01,384 - mmaction - INFO - Epoch [67][3320/3757] lr: 8.448e-02, eta: 6 days, 22:09:56, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3586, top5_acc: 0.5930, loss_cls: 3.0318, loss: 3.0318, grad_norm: 2.2476 2020-07-26 06:37:17,273 - mmaction - INFO - Epoch [67][3340/3757] lr: 8.448e-02, eta: 6 days, 22:09:34, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5961, loss_cls: 3.0425, loss: 3.0425, grad_norm: 2.3641 2020-07-26 06:37:33,103 - mmaction - INFO - Epoch [67][3360/3757] lr: 8.448e-02, eta: 6 days, 22:09:12, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5891, loss_cls: 3.0382, loss: 3.0382, grad_norm: 2.2937 2020-07-26 06:37:48,830 - mmaction - INFO - Epoch [67][3380/3757] lr: 8.448e-02, eta: 6 days, 22:08:50, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5727, loss_cls: 3.1927, loss: 3.1927, grad_norm: 2.3433 2020-07-26 06:38:04,655 - mmaction - INFO - Epoch [67][3400/3757] lr: 8.448e-02, eta: 6 days, 22:08:29, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5813, loss_cls: 3.1379, loss: 3.1379, grad_norm: 2.3131 2020-07-26 06:38:20,446 - mmaction - INFO - Epoch [67][3420/3757] lr: 8.448e-02, eta: 6 days, 22:08:07, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5820, loss_cls: 3.1124, loss: 3.1124, grad_norm: 2.3966 2020-07-26 06:38:36,199 - mmaction - INFO - Epoch [67][3440/3757] lr: 8.448e-02, eta: 6 days, 22:07:45, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5977, loss_cls: 3.0439, loss: 3.0439, grad_norm: 2.3952 2020-07-26 06:38:52,037 - mmaction - INFO - Epoch [67][3460/3757] lr: 8.448e-02, eta: 6 days, 22:07:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5672, loss_cls: 3.1566, loss: 3.1566, grad_norm: 2.3468 2020-07-26 06:39:07,870 - mmaction - INFO - Epoch [67][3480/3757] lr: 8.448e-02, eta: 6 days, 22:07:01, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5805, loss_cls: 3.0390, loss: 3.0390, grad_norm: 2.2966 2020-07-26 06:39:23,662 - mmaction - INFO - Epoch [67][3500/3757] lr: 8.448e-02, eta: 6 days, 22:06:39, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5836, loss_cls: 3.0919, loss: 3.0919, grad_norm: 2.3436 2020-07-26 06:39:39,447 - mmaction - INFO - Epoch [67][3520/3757] lr: 8.448e-02, eta: 6 days, 22:06:17, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5570, loss_cls: 3.1394, loss: 3.1394, grad_norm: 2.3474 2020-07-26 06:39:55,262 - mmaction - INFO - Epoch [67][3540/3757] lr: 8.448e-02, eta: 6 days, 22:05:55, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5961, loss_cls: 3.0629, loss: 3.0629, grad_norm: 2.3588 2020-07-26 06:40:11,136 - mmaction - INFO - Epoch [67][3560/3757] lr: 8.448e-02, eta: 6 days, 22:05:34, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5906, loss_cls: 2.9957, loss: 2.9957, grad_norm: 2.3016 2020-07-26 06:40:26,986 - mmaction - INFO - Epoch [67][3580/3757] lr: 8.448e-02, eta: 6 days, 22:05:12, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5859, loss_cls: 3.0630, loss: 3.0630, grad_norm: 2.4009 2020-07-26 06:40:42,839 - mmaction - INFO - Epoch [67][3600/3757] lr: 8.448e-02, eta: 6 days, 22:04:51, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1136, loss: 3.1136, grad_norm: 2.3559 2020-07-26 06:40:58,620 - mmaction - INFO - Epoch [67][3620/3757] lr: 8.448e-02, eta: 6 days, 22:04:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6094, loss_cls: 2.9165, loss: 2.9165, grad_norm: 2.3024 2020-07-26 06:41:14,439 - mmaction - INFO - Epoch [67][3640/3757] lr: 8.448e-02, eta: 6 days, 22:04:07, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5930, loss_cls: 3.0558, loss: 3.0558, grad_norm: 2.3747 2020-07-26 06:41:30,278 - mmaction - INFO - Epoch [67][3660/3757] lr: 8.448e-02, eta: 6 days, 22:03:45, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5836, loss_cls: 3.1033, loss: 3.1033, grad_norm: 2.4097 2020-07-26 06:41:46,084 - mmaction - INFO - Epoch [67][3680/3757] lr: 8.448e-02, eta: 6 days, 22:03:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5609, loss_cls: 3.1889, loss: 3.1889, grad_norm: 2.3495 2020-07-26 06:42:01,887 - mmaction - INFO - Epoch [67][3700/3757] lr: 8.448e-02, eta: 6 days, 22:03:02, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5578, loss_cls: 3.1432, loss: 3.1432, grad_norm: 2.2560 2020-07-26 06:42:17,648 - mmaction - INFO - Epoch [67][3720/3757] lr: 8.448e-02, eta: 6 days, 22:02:40, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5852, loss_cls: 3.0631, loss: 3.0631, grad_norm: 2.3646 2020-07-26 06:42:33,494 - mmaction - INFO - Epoch [67][3740/3757] lr: 8.448e-02, eta: 6 days, 22:02:18, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5898, loss_cls: 3.0355, loss: 3.0355, grad_norm: 2.2597 2020-07-26 06:46:20,191 - mmaction - INFO - Epoch [68][20/3757] lr: 8.403e-02, eta: 6 days, 22:15:41, time: 10.164, data_time: 9.255, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6023, loss_cls: 3.0069, loss: 3.0069, grad_norm: 2.3480 2020-07-26 06:46:35,972 - mmaction - INFO - Epoch [68][40/3757] lr: 8.403e-02, eta: 6 days, 22:15:19, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5766, loss_cls: 3.0759, loss: 3.0759, grad_norm: 2.3653 2020-07-26 06:46:51,793 - mmaction - INFO - Epoch [68][60/3757] lr: 8.403e-02, eta: 6 days, 22:14:57, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.6016, loss_cls: 2.9865, loss: 2.9865, grad_norm: 2.3596 2020-07-26 06:47:07,663 - mmaction - INFO - Epoch [68][80/3757] lr: 8.403e-02, eta: 6 days, 22:14:35, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5969, loss_cls: 2.9626, loss: 2.9626, grad_norm: 2.3629 2020-07-26 06:47:23,455 - mmaction - INFO - Epoch [68][100/3757] lr: 8.403e-02, eta: 6 days, 22:14:13, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5984, loss_cls: 3.0963, loss: 3.0963, grad_norm: 2.3912 2020-07-26 06:47:39,287 - mmaction - INFO - Epoch [68][120/3757] lr: 8.403e-02, eta: 6 days, 22:13:51, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5773, loss_cls: 3.0600, loss: 3.0600, grad_norm: 2.3192 2020-07-26 06:47:55,109 - mmaction - INFO - Epoch [68][140/3757] lr: 8.403e-02, eta: 6 days, 22:13:30, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5758, loss_cls: 3.0536, loss: 3.0536, grad_norm: 2.3021 2020-07-26 06:48:10,929 - mmaction - INFO - Epoch [68][160/3757] lr: 8.403e-02, eta: 6 days, 22:13:08, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6023, loss_cls: 2.9649, loss: 2.9649, grad_norm: 2.2744 2020-07-26 06:48:26,744 - mmaction - INFO - Epoch [68][180/3757] lr: 8.403e-02, eta: 6 days, 22:12:46, time: 0.792, data_time: 0.009, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6023, loss_cls: 2.9945, loss: 2.9945, grad_norm: 2.4286 2020-07-26 06:48:42,552 - mmaction - INFO - Epoch [68][200/3757] lr: 8.403e-02, eta: 6 days, 22:12:24, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6055, loss_cls: 2.9950, loss: 2.9950, grad_norm: 2.3727 2020-07-26 06:48:58,320 - mmaction - INFO - Epoch [68][220/3757] lr: 8.403e-02, eta: 6 days, 22:12:02, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6000, loss_cls: 2.9505, loss: 2.9505, grad_norm: 2.2912 2020-07-26 06:49:14,088 - mmaction - INFO - Epoch [68][240/3757] lr: 8.403e-02, eta: 6 days, 22:11:40, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6070, loss_cls: 2.9271, loss: 2.9271, grad_norm: 2.3207 2020-07-26 06:49:29,901 - mmaction - INFO - Epoch [68][260/3757] lr: 8.403e-02, eta: 6 days, 22:11:18, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5609, loss_cls: 3.1915, loss: 3.1915, grad_norm: 2.3436 2020-07-26 06:49:45,704 - mmaction - INFO - Epoch [68][280/3757] lr: 8.403e-02, eta: 6 days, 22:10:56, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.0797, loss: 3.0797, grad_norm: 2.2749 2020-07-26 06:50:01,491 - mmaction - INFO - Epoch [68][300/3757] lr: 8.403e-02, eta: 6 days, 22:10:34, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5930, loss_cls: 2.9768, loss: 2.9768, grad_norm: 2.3022 2020-07-26 06:50:17,275 - mmaction - INFO - Epoch [68][320/3757] lr: 8.403e-02, eta: 6 days, 22:10:12, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6023, loss_cls: 2.9423, loss: 2.9423, grad_norm: 2.3714 2020-07-26 06:50:33,092 - mmaction - INFO - Epoch [68][340/3757] lr: 8.403e-02, eta: 6 days, 22:09:50, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5953, loss_cls: 3.0198, loss: 3.0198, grad_norm: 2.3851 2020-07-26 06:50:48,893 - mmaction - INFO - Epoch [68][360/3757] lr: 8.403e-02, eta: 6 days, 22:09:28, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5961, loss_cls: 2.9950, loss: 2.9950, grad_norm: 2.3448 2020-07-26 06:51:04,734 - mmaction - INFO - Epoch [68][380/3757] lr: 8.403e-02, eta: 6 days, 22:09:06, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5664, loss_cls: 3.0908, loss: 3.0908, grad_norm: 2.3601 2020-07-26 06:51:20,535 - mmaction - INFO - Epoch [68][400/3757] lr: 8.403e-02, eta: 6 days, 22:08:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5977, loss_cls: 2.9707, loss: 2.9707, grad_norm: 2.3840 2020-07-26 06:51:36,352 - mmaction - INFO - Epoch [68][420/3757] lr: 8.403e-02, eta: 6 days, 22:08:22, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5914, loss_cls: 3.0267, loss: 3.0267, grad_norm: 2.3942 2020-07-26 06:51:52,285 - mmaction - INFO - Epoch [68][440/3757] lr: 8.403e-02, eta: 6 days, 22:08:01, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5953, loss_cls: 2.9771, loss: 2.9771, grad_norm: 2.3815 2020-07-26 06:52:07,966 - mmaction - INFO - Epoch [68][460/3757] lr: 8.403e-02, eta: 6 days, 22:07:38, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6047, loss_cls: 3.0263, loss: 3.0263, grad_norm: 2.2578 2020-07-26 06:52:23,768 - mmaction - INFO - Epoch [68][480/3757] lr: 8.403e-02, eta: 6 days, 22:07:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.6008, loss_cls: 2.9917, loss: 2.9917, grad_norm: 2.3862 2020-07-26 06:52:39,566 - mmaction - INFO - Epoch [68][500/3757] lr: 8.403e-02, eta: 6 days, 22:06:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5781, loss_cls: 3.0133, loss: 3.0133, grad_norm: 2.3657 2020-07-26 06:52:55,369 - mmaction - INFO - Epoch [68][520/3757] lr: 8.403e-02, eta: 6 days, 22:06:33, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6031, loss_cls: 2.9831, loss: 2.9831, grad_norm: 2.4061 2020-07-26 06:53:11,118 - mmaction - INFO - Epoch [68][540/3757] lr: 8.403e-02, eta: 6 days, 22:06:10, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5945, loss_cls: 3.0573, loss: 3.0573, grad_norm: 2.3901 2020-07-26 06:53:26,895 - mmaction - INFO - Epoch [68][560/3757] lr: 8.403e-02, eta: 6 days, 22:05:48, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5805, loss_cls: 3.0986, loss: 3.0986, grad_norm: 2.3271 2020-07-26 06:53:42,766 - mmaction - INFO - Epoch [68][580/3757] lr: 8.403e-02, eta: 6 days, 22:05:27, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6062, loss_cls: 2.9698, loss: 2.9698, grad_norm: 2.2812 2020-07-26 06:53:58,658 - mmaction - INFO - Epoch [68][600/3757] lr: 8.403e-02, eta: 6 days, 22:05:05, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5773, loss_cls: 3.0679, loss: 3.0679, grad_norm: 2.3330 2020-07-26 06:54:14,533 - mmaction - INFO - Epoch [68][620/3757] lr: 8.403e-02, eta: 6 days, 22:04:44, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5687, loss_cls: 3.1273, loss: 3.1273, grad_norm: 2.4672 2020-07-26 06:54:30,403 - mmaction - INFO - Epoch [68][640/3757] lr: 8.403e-02, eta: 6 days, 22:04:22, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5992, loss_cls: 2.9991, loss: 2.9991, grad_norm: 2.4272 2020-07-26 06:54:46,228 - mmaction - INFO - Epoch [68][660/3757] lr: 8.403e-02, eta: 6 days, 22:04:00, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5859, loss_cls: 3.0435, loss: 3.0435, grad_norm: 2.3088 2020-07-26 06:55:02,134 - mmaction - INFO - Epoch [68][680/3757] lr: 8.403e-02, eta: 6 days, 22:03:39, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0345, loss: 3.0345, grad_norm: 2.3144 2020-07-26 06:55:17,871 - mmaction - INFO - Epoch [68][700/3757] lr: 8.403e-02, eta: 6 days, 22:03:16, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5758, loss_cls: 3.1003, loss: 3.1003, grad_norm: 2.2923 2020-07-26 06:55:33,725 - mmaction - INFO - Epoch [68][720/3757] lr: 8.403e-02, eta: 6 days, 22:02:55, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0247, loss: 3.0247, grad_norm: 2.3099 2020-07-26 06:55:49,535 - mmaction - INFO - Epoch [68][740/3757] lr: 8.403e-02, eta: 6 days, 22:02:33, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5914, loss_cls: 3.0392, loss: 3.0392, grad_norm: 2.3384 2020-07-26 06:56:05,325 - mmaction - INFO - Epoch [68][760/3757] lr: 8.403e-02, eta: 6 days, 22:02:11, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5922, loss_cls: 3.0297, loss: 3.0297, grad_norm: 2.3556 2020-07-26 06:56:21,298 - mmaction - INFO - Epoch [68][780/3757] lr: 8.403e-02, eta: 6 days, 22:01:50, time: 0.798, data_time: 0.014, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5977, loss_cls: 3.0269, loss: 3.0269, grad_norm: 2.3911 2020-07-26 06:56:37,155 - mmaction - INFO - Epoch [68][800/3757] lr: 8.403e-02, eta: 6 days, 22:01:28, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5773, loss_cls: 3.0626, loss: 3.0626, grad_norm: 2.3551 2020-07-26 06:56:52,951 - mmaction - INFO - Epoch [68][820/3757] lr: 8.403e-02, eta: 6 days, 22:01:06, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5727, loss_cls: 3.0952, loss: 3.0952, grad_norm: 2.2891 2020-07-26 06:57:08,802 - mmaction - INFO - Epoch [68][840/3757] lr: 8.403e-02, eta: 6 days, 22:00:45, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.6039, loss_cls: 2.9663, loss: 2.9663, grad_norm: 2.3537 2020-07-26 06:57:24,507 - mmaction - INFO - Epoch [68][860/3757] lr: 8.403e-02, eta: 6 days, 22:00:22, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5922, loss_cls: 3.0232, loss: 3.0232, grad_norm: 2.3653 2020-07-26 06:57:40,256 - mmaction - INFO - Epoch [68][880/3757] lr: 8.403e-02, eta: 6 days, 22:00:00, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5781, loss_cls: 3.0467, loss: 3.0467, grad_norm: 2.3890 2020-07-26 06:57:56,414 - mmaction - INFO - Epoch [68][900/3757] lr: 8.403e-02, eta: 6 days, 21:59:40, time: 0.808, data_time: 0.022, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5789, loss_cls: 3.0448, loss: 3.0448, grad_norm: 2.3802 2020-07-26 06:58:12,188 - mmaction - INFO - Epoch [68][920/3757] lr: 8.403e-02, eta: 6 days, 21:59:18, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5727, loss_cls: 3.0902, loss: 3.0902, grad_norm: 2.3138 2020-07-26 06:58:28,051 - mmaction - INFO - Epoch [68][940/3757] lr: 8.403e-02, eta: 6 days, 21:58:56, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1299, loss: 3.1299, grad_norm: 2.3085 2020-07-26 06:58:43,869 - mmaction - INFO - Epoch [68][960/3757] lr: 8.403e-02, eta: 6 days, 21:58:34, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5875, loss_cls: 3.0274, loss: 3.0274, grad_norm: 2.3081 2020-07-26 06:58:59,629 - mmaction - INFO - Epoch [68][980/3757] lr: 8.403e-02, eta: 6 days, 21:58:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5734, loss_cls: 3.0819, loss: 3.0819, grad_norm: 2.3628 2020-07-26 06:59:15,475 - mmaction - INFO - Epoch [68][1000/3757] lr: 8.403e-02, eta: 6 days, 21:57:50, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5703, loss_cls: 3.1569, loss: 3.1569, grad_norm: 2.3153 2020-07-26 06:59:31,484 - mmaction - INFO - Epoch [68][1020/3757] lr: 8.403e-02, eta: 6 days, 21:57:30, time: 0.801, data_time: 0.012, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5945, loss_cls: 3.0166, loss: 3.0166, grad_norm: 2.2952 2020-07-26 06:59:47,306 - mmaction - INFO - Epoch [68][1040/3757] lr: 8.403e-02, eta: 6 days, 21:57:08, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5836, loss_cls: 3.0604, loss: 3.0604, grad_norm: 2.2905 2020-07-26 07:00:03,213 - mmaction - INFO - Epoch [68][1060/3757] lr: 8.403e-02, eta: 6 days, 21:56:46, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5805, loss_cls: 3.0600, loss: 3.0600, grad_norm: 2.3357 2020-07-26 07:00:23,219 - mmaction - INFO - Epoch [68][1080/3757] lr: 8.403e-02, eta: 6 days, 21:56:45, time: 0.999, data_time: 0.002, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5922, loss_cls: 3.0229, loss: 3.0229, grad_norm: 2.2577 2020-07-26 07:00:39,076 - mmaction - INFO - Epoch [68][1100/3757] lr: 8.403e-02, eta: 6 days, 21:56:23, time: 0.794, data_time: 0.006, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5773, loss_cls: 3.1158, loss: 3.1158, grad_norm: 2.4192 2020-07-26 07:00:54,895 - mmaction - INFO - Epoch [68][1120/3757] lr: 8.403e-02, eta: 6 days, 21:56:01, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5852, loss_cls: 3.0771, loss: 3.0771, grad_norm: 2.3683 2020-07-26 07:01:10,750 - mmaction - INFO - Epoch [68][1140/3757] lr: 8.403e-02, eta: 6 days, 21:55:40, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5836, loss_cls: 3.0401, loss: 3.0401, grad_norm: 2.3430 2020-07-26 07:01:26,582 - mmaction - INFO - Epoch [68][1160/3757] lr: 8.403e-02, eta: 6 days, 21:55:18, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5914, loss_cls: 2.9783, loss: 2.9783, grad_norm: 2.3030 2020-07-26 07:01:42,386 - mmaction - INFO - Epoch [68][1180/3757] lr: 8.403e-02, eta: 6 days, 21:54:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5867, loss_cls: 3.0209, loss: 3.0209, grad_norm: 2.3765 2020-07-26 07:01:58,220 - mmaction - INFO - Epoch [68][1200/3757] lr: 8.403e-02, eta: 6 days, 21:54:34, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6008, loss_cls: 3.0189, loss: 3.0189, grad_norm: 2.3168 2020-07-26 07:02:14,062 - mmaction - INFO - Epoch [68][1220/3757] lr: 8.403e-02, eta: 6 days, 21:54:12, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5852, loss_cls: 3.0957, loss: 3.0957, grad_norm: 2.3878 2020-07-26 07:02:29,895 - mmaction - INFO - Epoch [68][1240/3757] lr: 8.403e-02, eta: 6 days, 21:53:51, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5875, loss_cls: 3.0262, loss: 3.0262, grad_norm: 2.3533 2020-07-26 07:02:45,746 - mmaction - INFO - Epoch [68][1260/3757] lr: 8.403e-02, eta: 6 days, 21:53:29, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5922, loss_cls: 3.0829, loss: 3.0829, grad_norm: 2.4102 2020-07-26 07:03:01,511 - mmaction - INFO - Epoch [68][1280/3757] lr: 8.403e-02, eta: 6 days, 21:53:07, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5820, loss_cls: 3.0948, loss: 3.0948, grad_norm: 2.3507 2020-07-26 07:03:17,314 - mmaction - INFO - Epoch [68][1300/3757] lr: 8.403e-02, eta: 6 days, 21:52:45, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5711, loss_cls: 3.1027, loss: 3.1027, grad_norm: 2.3403 2020-07-26 07:03:33,177 - mmaction - INFO - Epoch [68][1320/3757] lr: 8.403e-02, eta: 6 days, 21:52:24, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5953, loss_cls: 2.9731, loss: 2.9731, grad_norm: 2.2879 2020-07-26 07:03:48,921 - mmaction - INFO - Epoch [68][1340/3757] lr: 8.403e-02, eta: 6 days, 21:52:02, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5984, loss_cls: 2.9648, loss: 2.9648, grad_norm: 2.3650 2020-07-26 07:04:04,777 - mmaction - INFO - Epoch [68][1360/3757] lr: 8.403e-02, eta: 6 days, 21:51:40, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5992, loss_cls: 3.0555, loss: 3.0555, grad_norm: 2.3979 2020-07-26 07:04:20,625 - mmaction - INFO - Epoch [68][1380/3757] lr: 8.403e-02, eta: 6 days, 21:51:18, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5813, loss_cls: 3.1101, loss: 3.1101, grad_norm: 2.3778 2020-07-26 07:04:36,398 - mmaction - INFO - Epoch [68][1400/3757] lr: 8.403e-02, eta: 6 days, 21:50:56, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5750, loss_cls: 3.1258, loss: 3.1258, grad_norm: 2.3437 2020-07-26 07:04:52,183 - mmaction - INFO - Epoch [68][1420/3757] lr: 8.403e-02, eta: 6 days, 21:50:34, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5969, loss_cls: 3.0195, loss: 3.0195, grad_norm: 2.2983 2020-07-26 07:05:08,030 - mmaction - INFO - Epoch [68][1440/3757] lr: 8.403e-02, eta: 6 days, 21:50:13, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5836, loss_cls: 3.0494, loss: 3.0494, grad_norm: 2.2992 2020-07-26 07:05:23,880 - mmaction - INFO - Epoch [68][1460/3757] lr: 8.403e-02, eta: 6 days, 21:49:51, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5891, loss_cls: 3.0154, loss: 3.0154, grad_norm: 2.3115 2020-07-26 07:05:39,733 - mmaction - INFO - Epoch [68][1480/3757] lr: 8.403e-02, eta: 6 days, 21:49:29, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5945, loss_cls: 2.9981, loss: 2.9981, grad_norm: 2.2550 2020-07-26 07:05:55,473 - mmaction - INFO - Epoch [68][1500/3757] lr: 8.403e-02, eta: 6 days, 21:49:07, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5922, loss_cls: 3.0715, loss: 3.0715, grad_norm: 2.3432 2020-07-26 07:06:11,331 - mmaction - INFO - Epoch [68][1520/3757] lr: 8.403e-02, eta: 6 days, 21:48:46, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5750, loss_cls: 3.0540, loss: 3.0540, grad_norm: 2.3337 2020-07-26 07:06:27,145 - mmaction - INFO - Epoch [68][1540/3757] lr: 8.403e-02, eta: 6 days, 21:48:24, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5852, loss_cls: 3.1056, loss: 3.1056, grad_norm: 2.4035 2020-07-26 07:06:42,969 - mmaction - INFO - Epoch [68][1560/3757] lr: 8.403e-02, eta: 6 days, 21:48:02, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5820, loss_cls: 3.0336, loss: 3.0336, grad_norm: 2.3994 2020-07-26 07:06:58,858 - mmaction - INFO - Epoch [68][1580/3757] lr: 8.403e-02, eta: 6 days, 21:47:41, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5898, loss_cls: 3.0613, loss: 3.0613, grad_norm: 2.3613 2020-07-26 07:07:14,552 - mmaction - INFO - Epoch [68][1600/3757] lr: 8.403e-02, eta: 6 days, 21:47:18, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5617, loss_cls: 3.1417, loss: 3.1417, grad_norm: 2.3639 2020-07-26 07:07:30,357 - mmaction - INFO - Epoch [68][1620/3757] lr: 8.403e-02, eta: 6 days, 21:46:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5836, loss_cls: 3.0737, loss: 3.0737, grad_norm: 2.3143 2020-07-26 07:07:46,222 - mmaction - INFO - Epoch [68][1640/3757] lr: 8.403e-02, eta: 6 days, 21:46:35, time: 0.792, data_time: 0.009, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5883, loss_cls: 3.1185, loss: 3.1185, grad_norm: 2.3378 2020-07-26 07:08:02,096 - mmaction - INFO - Epoch [68][1660/3757] lr: 8.403e-02, eta: 6 days, 21:46:13, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.6016, loss_cls: 2.9988, loss: 2.9988, grad_norm: 2.2630 2020-07-26 07:08:17,961 - mmaction - INFO - Epoch [68][1680/3757] lr: 8.403e-02, eta: 6 days, 21:45:52, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5906, loss_cls: 3.0923, loss: 3.0923, grad_norm: 2.3380 2020-07-26 07:08:33,690 - mmaction - INFO - Epoch [68][1700/3757] lr: 8.403e-02, eta: 6 days, 21:45:30, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 2.9827, loss: 2.9827, grad_norm: 2.3022 2020-07-26 07:08:49,531 - mmaction - INFO - Epoch [68][1720/3757] lr: 8.403e-02, eta: 6 days, 21:45:08, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5617, loss_cls: 3.1584, loss: 3.1584, grad_norm: 2.3997 2020-07-26 07:09:05,322 - mmaction - INFO - Epoch [68][1740/3757] lr: 8.403e-02, eta: 6 days, 21:44:46, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5797, loss_cls: 3.0871, loss: 3.0871, grad_norm: 2.3045 2020-07-26 07:09:21,420 - mmaction - INFO - Epoch [68][1760/3757] lr: 8.403e-02, eta: 6 days, 21:44:26, time: 0.806, data_time: 0.016, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5953, loss_cls: 3.0735, loss: 3.0735, grad_norm: 2.3981 2020-07-26 07:09:37,161 - mmaction - INFO - Epoch [68][1780/3757] lr: 8.403e-02, eta: 6 days, 21:44:04, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5797, loss_cls: 3.1954, loss: 3.1954, grad_norm: 2.2972 2020-07-26 07:09:52,911 - mmaction - INFO - Epoch [68][1800/3757] lr: 8.403e-02, eta: 6 days, 21:43:41, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5891, loss_cls: 3.0292, loss: 3.0292, grad_norm: 2.3143 2020-07-26 07:10:08,725 - mmaction - INFO - Epoch [68][1820/3757] lr: 8.403e-02, eta: 6 days, 21:43:20, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5781, loss_cls: 3.0528, loss: 3.0528, grad_norm: 2.3495 2020-07-26 07:10:24,510 - mmaction - INFO - Epoch [68][1840/3757] lr: 8.403e-02, eta: 6 days, 21:42:58, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6008, loss_cls: 3.0052, loss: 3.0052, grad_norm: 2.2625 2020-07-26 07:10:40,401 - mmaction - INFO - Epoch [68][1860/3757] lr: 8.403e-02, eta: 6 days, 21:42:36, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5766, loss_cls: 3.0562, loss: 3.0562, grad_norm: 2.3589 2020-07-26 07:10:56,211 - mmaction - INFO - Epoch [68][1880/3757] lr: 8.403e-02, eta: 6 days, 21:42:15, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5805, loss_cls: 3.0806, loss: 3.0806, grad_norm: 2.3253 2020-07-26 07:11:12,051 - mmaction - INFO - Epoch [68][1900/3757] lr: 8.403e-02, eta: 6 days, 21:41:53, time: 0.792, data_time: 0.007, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6102, loss_cls: 2.9263, loss: 2.9263, grad_norm: 2.2737 2020-07-26 07:11:27,847 - mmaction - INFO - Epoch [68][1920/3757] lr: 8.403e-02, eta: 6 days, 21:41:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5594, loss_cls: 3.1755, loss: 3.1755, grad_norm: 2.3866 2020-07-26 07:11:43,691 - mmaction - INFO - Epoch [68][1940/3757] lr: 8.403e-02, eta: 6 days, 21:41:09, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5984, loss_cls: 3.0211, loss: 3.0211, grad_norm: 2.3308 2020-07-26 07:11:59,471 - mmaction - INFO - Epoch [68][1960/3757] lr: 8.403e-02, eta: 6 days, 21:40:47, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5938, loss_cls: 3.0282, loss: 3.0282, grad_norm: 2.3585 2020-07-26 07:12:15,235 - mmaction - INFO - Epoch [68][1980/3757] lr: 8.403e-02, eta: 6 days, 21:40:25, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.1373, loss: 3.1373, grad_norm: 2.3814 2020-07-26 07:12:31,055 - mmaction - INFO - Epoch [68][2000/3757] lr: 8.403e-02, eta: 6 days, 21:40:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5781, loss_cls: 3.1292, loss: 3.1292, grad_norm: 2.3495 2020-07-26 07:12:46,815 - mmaction - INFO - Epoch [68][2020/3757] lr: 8.403e-02, eta: 6 days, 21:39:42, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5789, loss_cls: 3.1016, loss: 3.1016, grad_norm: 2.2905 2020-07-26 07:13:02,602 - mmaction - INFO - Epoch [68][2040/3757] lr: 8.403e-02, eta: 6 days, 21:39:20, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5961, loss_cls: 2.9849, loss: 2.9849, grad_norm: 2.2597 2020-07-26 07:13:18,381 - mmaction - INFO - Epoch [68][2060/3757] lr: 8.403e-02, eta: 6 days, 21:38:58, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5648, loss_cls: 3.1643, loss: 3.1643, grad_norm: 2.3178 2020-07-26 07:13:34,117 - mmaction - INFO - Epoch [68][2080/3757] lr: 8.403e-02, eta: 6 days, 21:38:36, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6062, loss_cls: 2.9641, loss: 2.9641, grad_norm: 2.2931 2020-07-26 07:13:50,554 - mmaction - INFO - Epoch [68][2100/3757] lr: 8.403e-02, eta: 6 days, 21:38:17, time: 0.822, data_time: 0.038, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 3.0662, loss: 3.0662, grad_norm: 2.3440 2020-07-26 07:14:06,328 - mmaction - INFO - Epoch [68][2120/3757] lr: 8.403e-02, eta: 6 days, 21:37:55, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5773, loss_cls: 3.1440, loss: 3.1440, grad_norm: 2.3521 2020-07-26 07:14:22,079 - mmaction - INFO - Epoch [68][2140/3757] lr: 8.403e-02, eta: 6 days, 21:37:33, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5938, loss_cls: 2.9908, loss: 2.9908, grad_norm: 2.3194 2020-07-26 07:14:37,856 - mmaction - INFO - Epoch [68][2160/3757] lr: 8.403e-02, eta: 6 days, 21:37:11, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5852, loss_cls: 3.0561, loss: 3.0561, grad_norm: 2.3106 2020-07-26 07:14:53,625 - mmaction - INFO - Epoch [68][2180/3757] lr: 8.403e-02, eta: 6 days, 21:36:49, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5914, loss_cls: 3.0428, loss: 3.0428, grad_norm: 2.2560 2020-07-26 07:15:09,363 - mmaction - INFO - Epoch [68][2200/3757] lr: 8.403e-02, eta: 6 days, 21:36:27, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5828, loss_cls: 3.0617, loss: 3.0617, grad_norm: 2.3483 2020-07-26 07:15:25,176 - mmaction - INFO - Epoch [68][2220/3757] lr: 8.403e-02, eta: 6 days, 21:36:05, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5969, loss_cls: 3.0474, loss: 3.0474, grad_norm: 2.3666 2020-07-26 07:15:41,106 - mmaction - INFO - Epoch [68][2240/3757] lr: 8.403e-02, eta: 6 days, 21:35:44, time: 0.797, data_time: 0.006, memory: 6196, top1_acc: 0.2891, top5_acc: 0.5531, loss_cls: 3.2734, loss: 3.2734, grad_norm: 2.4247 2020-07-26 07:15:56,973 - mmaction - INFO - Epoch [68][2260/3757] lr: 8.403e-02, eta: 6 days, 21:35:22, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6055, loss_cls: 2.9849, loss: 2.9849, grad_norm: 2.2012 2020-07-26 07:16:12,734 - mmaction - INFO - Epoch [68][2280/3757] lr: 8.403e-02, eta: 6 days, 21:35:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.6016, loss_cls: 3.0185, loss: 3.0185, grad_norm: 2.3370 2020-07-26 07:16:28,507 - mmaction - INFO - Epoch [68][2300/3757] lr: 8.403e-02, eta: 6 days, 21:34:39, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5703, loss_cls: 3.2050, loss: 3.2050, grad_norm: 2.3530 2020-07-26 07:16:44,297 - mmaction - INFO - Epoch [68][2320/3757] lr: 8.403e-02, eta: 6 days, 21:34:17, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5797, loss_cls: 3.1406, loss: 3.1406, grad_norm: 2.3689 2020-07-26 07:17:00,007 - mmaction - INFO - Epoch [68][2340/3757] lr: 8.403e-02, eta: 6 days, 21:33:54, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5836, loss_cls: 3.0614, loss: 3.0614, grad_norm: 2.3463 2020-07-26 07:17:15,841 - mmaction - INFO - Epoch [68][2360/3757] lr: 8.403e-02, eta: 6 days, 21:33:33, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6047, loss_cls: 2.9932, loss: 2.9932, grad_norm: 2.3900 2020-07-26 07:17:31,574 - mmaction - INFO - Epoch [68][2380/3757] lr: 8.403e-02, eta: 6 days, 21:33:11, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5781, loss_cls: 3.1011, loss: 3.1011, grad_norm: 2.3462 2020-07-26 07:17:47,386 - mmaction - INFO - Epoch [68][2400/3757] lr: 8.403e-02, eta: 6 days, 21:32:49, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5914, loss_cls: 3.0664, loss: 3.0664, grad_norm: 2.3363 2020-07-26 07:18:03,209 - mmaction - INFO - Epoch [68][2420/3757] lr: 8.403e-02, eta: 6 days, 21:32:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5898, loss_cls: 3.0762, loss: 3.0762, grad_norm: 2.3607 2020-07-26 07:18:19,118 - mmaction - INFO - Epoch [68][2440/3757] lr: 8.403e-02, eta: 6 days, 21:32:06, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5477, loss_cls: 3.1792, loss: 3.1792, grad_norm: 2.3945 2020-07-26 07:18:37,719 - mmaction - INFO - Epoch [68][2460/3757] lr: 8.403e-02, eta: 6 days, 21:31:58, time: 0.931, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5789, loss_cls: 3.0499, loss: 3.0499, grad_norm: 2.3673 2020-07-26 07:18:53,501 - mmaction - INFO - Epoch [68][2480/3757] lr: 8.403e-02, eta: 6 days, 21:31:36, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5852, loss_cls: 3.0568, loss: 3.0568, grad_norm: 2.3387 2020-07-26 07:19:09,328 - mmaction - INFO - Epoch [68][2500/3757] lr: 8.403e-02, eta: 6 days, 21:31:14, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5773, loss_cls: 3.0012, loss: 3.0012, grad_norm: 2.2600 2020-07-26 07:19:25,146 - mmaction - INFO - Epoch [68][2520/3757] lr: 8.403e-02, eta: 6 days, 21:30:52, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5914, loss_cls: 3.0259, loss: 3.0259, grad_norm: 2.3231 2020-07-26 07:19:40,934 - mmaction - INFO - Epoch [68][2540/3757] lr: 8.403e-02, eta: 6 days, 21:30:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5687, loss_cls: 3.1255, loss: 3.1255, grad_norm: 2.2573 2020-07-26 07:19:56,757 - mmaction - INFO - Epoch [68][2560/3757] lr: 8.403e-02, eta: 6 days, 21:30:09, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5820, loss_cls: 3.0672, loss: 3.0672, grad_norm: 2.3047 2020-07-26 07:20:12,581 - mmaction - INFO - Epoch [68][2580/3757] lr: 8.403e-02, eta: 6 days, 21:29:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 2.9561, loss: 2.9561, grad_norm: 2.2879 2020-07-26 07:20:28,466 - mmaction - INFO - Epoch [68][2600/3757] lr: 8.403e-02, eta: 6 days, 21:29:25, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5977, loss_cls: 2.9607, loss: 2.9607, grad_norm: 2.3623 2020-07-26 07:20:44,262 - mmaction - INFO - Epoch [68][2620/3757] lr: 8.403e-02, eta: 6 days, 21:29:04, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5711, loss_cls: 3.1224, loss: 3.1224, grad_norm: 2.3462 2020-07-26 07:21:00,075 - mmaction - INFO - Epoch [68][2640/3757] lr: 8.403e-02, eta: 6 days, 21:28:42, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5945, loss_cls: 3.0140, loss: 3.0140, grad_norm: 2.3236 2020-07-26 07:21:15,862 - mmaction - INFO - Epoch [68][2660/3757] lr: 8.403e-02, eta: 6 days, 21:28:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6047, loss_cls: 3.0148, loss: 3.0148, grad_norm: 2.3880 2020-07-26 07:21:31,754 - mmaction - INFO - Epoch [68][2680/3757] lr: 8.403e-02, eta: 6 days, 21:27:59, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5969, loss_cls: 3.1301, loss: 3.1301, grad_norm: 2.3501 2020-07-26 07:21:47,532 - mmaction - INFO - Epoch [68][2700/3757] lr: 8.403e-02, eta: 6 days, 21:27:37, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5680, loss_cls: 3.1053, loss: 3.1053, grad_norm: 2.3470 2020-07-26 07:22:03,380 - mmaction - INFO - Epoch [68][2720/3757] lr: 8.403e-02, eta: 6 days, 21:27:15, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.6023, loss_cls: 3.0589, loss: 3.0589, grad_norm: 2.3075 2020-07-26 07:22:19,180 - mmaction - INFO - Epoch [68][2740/3757] lr: 8.403e-02, eta: 6 days, 21:26:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5930, loss_cls: 3.0094, loss: 3.0094, grad_norm: 2.2906 2020-07-26 07:22:35,088 - mmaction - INFO - Epoch [68][2760/3757] lr: 8.403e-02, eta: 6 days, 21:26:32, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5852, loss_cls: 3.0765, loss: 3.0765, grad_norm: 2.3110 2020-07-26 07:22:50,848 - mmaction - INFO - Epoch [68][2780/3757] lr: 8.403e-02, eta: 6 days, 21:26:10, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6039, loss_cls: 2.9780, loss: 2.9780, grad_norm: 2.3965 2020-07-26 07:23:06,773 - mmaction - INFO - Epoch [68][2800/3757] lr: 8.403e-02, eta: 6 days, 21:25:49, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 3.0533, loss: 3.0533, grad_norm: 2.3833 2020-07-26 07:23:22,544 - mmaction - INFO - Epoch [68][2820/3757] lr: 8.403e-02, eta: 6 days, 21:25:27, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5914, loss_cls: 3.0521, loss: 3.0521, grad_norm: 2.3085 2020-07-26 07:23:38,463 - mmaction - INFO - Epoch [68][2840/3757] lr: 8.403e-02, eta: 6 days, 21:25:06, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5938, loss_cls: 3.0850, loss: 3.0850, grad_norm: 2.2780 2020-07-26 07:23:56,597 - mmaction - INFO - Epoch [68][2860/3757] lr: 8.403e-02, eta: 6 days, 21:24:55, time: 0.906, data_time: 0.120, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5953, loss_cls: 3.0606, loss: 3.0606, grad_norm: 2.2709 2020-07-26 07:24:12,376 - mmaction - INFO - Epoch [68][2880/3757] lr: 8.403e-02, eta: 6 days, 21:24:34, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5813, loss_cls: 3.0404, loss: 3.0404, grad_norm: 2.3430 2020-07-26 07:24:28,139 - mmaction - INFO - Epoch [68][2900/3757] lr: 8.403e-02, eta: 6 days, 21:24:12, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5492, loss_cls: 3.2444, loss: 3.2444, grad_norm: 2.3200 2020-07-26 07:24:44,004 - mmaction - INFO - Epoch [68][2920/3757] lr: 8.403e-02, eta: 6 days, 21:23:50, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5977, loss_cls: 3.0395, loss: 3.0395, grad_norm: 2.2800 2020-07-26 07:24:59,842 - mmaction - INFO - Epoch [68][2940/3757] lr: 8.403e-02, eta: 6 days, 21:23:29, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5750, loss_cls: 3.0304, loss: 3.0304, grad_norm: 2.3045 2020-07-26 07:25:15,685 - mmaction - INFO - Epoch [68][2960/3757] lr: 8.403e-02, eta: 6 days, 21:23:07, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5891, loss_cls: 3.0390, loss: 3.0390, grad_norm: 2.3330 2020-07-26 07:25:31,601 - mmaction - INFO - Epoch [68][2980/3757] lr: 8.403e-02, eta: 6 days, 21:22:46, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6180, loss_cls: 2.9274, loss: 2.9274, grad_norm: 2.2621 2020-07-26 07:25:47,406 - mmaction - INFO - Epoch [68][3000/3757] lr: 8.403e-02, eta: 6 days, 21:22:24, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5703, loss_cls: 3.1332, loss: 3.1332, grad_norm: 2.3282 2020-07-26 07:26:03,195 - mmaction - INFO - Epoch [68][3020/3757] lr: 8.403e-02, eta: 6 days, 21:22:02, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5820, loss_cls: 3.0429, loss: 3.0429, grad_norm: 2.3470 2020-07-26 07:26:19,048 - mmaction - INFO - Epoch [68][3040/3757] lr: 8.403e-02, eta: 6 days, 21:21:41, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5906, loss_cls: 3.0725, loss: 3.0725, grad_norm: 2.3272 2020-07-26 07:26:34,929 - mmaction - INFO - Epoch [68][3060/3757] lr: 8.403e-02, eta: 6 days, 21:21:19, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5867, loss_cls: 3.0749, loss: 3.0749, grad_norm: 2.3562 2020-07-26 07:26:50,729 - mmaction - INFO - Epoch [68][3080/3757] lr: 8.403e-02, eta: 6 days, 21:20:58, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5984, loss_cls: 3.0665, loss: 3.0665, grad_norm: 2.3336 2020-07-26 07:27:06,546 - mmaction - INFO - Epoch [68][3100/3757] lr: 8.403e-02, eta: 6 days, 21:20:36, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 2.9757, loss: 2.9757, grad_norm: 2.2846 2020-07-26 07:27:22,366 - mmaction - INFO - Epoch [68][3120/3757] lr: 8.403e-02, eta: 6 days, 21:20:14, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5883, loss_cls: 3.0447, loss: 3.0447, grad_norm: 2.3528 2020-07-26 07:27:38,204 - mmaction - INFO - Epoch [68][3140/3757] lr: 8.403e-02, eta: 6 days, 21:19:53, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5727, loss_cls: 3.0316, loss: 3.0316, grad_norm: 2.3011 2020-07-26 07:27:54,016 - mmaction - INFO - Epoch [68][3160/3757] lr: 8.403e-02, eta: 6 days, 21:19:31, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5852, loss_cls: 3.0062, loss: 3.0062, grad_norm: 2.3478 2020-07-26 07:28:09,791 - mmaction - INFO - Epoch [68][3180/3757] lr: 8.403e-02, eta: 6 days, 21:19:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5719, loss_cls: 3.1448, loss: 3.1448, grad_norm: 2.3350 2020-07-26 07:28:25,683 - mmaction - INFO - Epoch [68][3200/3757] lr: 8.403e-02, eta: 6 days, 21:18:48, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5906, loss_cls: 3.0288, loss: 3.0288, grad_norm: 2.3241 2020-07-26 07:28:41,459 - mmaction - INFO - Epoch [68][3220/3757] lr: 8.403e-02, eta: 6 days, 21:18:26, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5430, loss_cls: 3.1744, loss: 3.1744, grad_norm: 2.4183 2020-07-26 07:28:57,308 - mmaction - INFO - Epoch [68][3240/3757] lr: 8.403e-02, eta: 6 days, 21:18:04, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5992, loss_cls: 3.0019, loss: 3.0019, grad_norm: 2.3915 2020-07-26 07:29:13,115 - mmaction - INFO - Epoch [68][3260/3757] lr: 8.403e-02, eta: 6 days, 21:17:43, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5727, loss_cls: 3.1015, loss: 3.1015, grad_norm: 2.4083 2020-07-26 07:29:29,493 - mmaction - INFO - Epoch [68][3280/3757] lr: 8.403e-02, eta: 6 days, 21:17:24, time: 0.818, data_time: 0.034, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5703, loss_cls: 3.1584, loss: 3.1584, grad_norm: 2.3074 2020-07-26 07:29:45,336 - mmaction - INFO - Epoch [68][3300/3757] lr: 8.403e-02, eta: 6 days, 21:17:02, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5898, loss_cls: 3.0534, loss: 3.0534, grad_norm: 2.3099 2020-07-26 07:30:01,139 - mmaction - INFO - Epoch [68][3320/3757] lr: 8.403e-02, eta: 6 days, 21:16:41, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5531, loss_cls: 3.1991, loss: 3.1991, grad_norm: 2.3294 2020-07-26 07:30:19,218 - mmaction - INFO - Epoch [68][3340/3757] lr: 8.403e-02, eta: 6 days, 21:16:30, time: 0.903, data_time: 0.001, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5898, loss_cls: 3.0782, loss: 3.0782, grad_norm: 2.2747 2020-07-26 07:30:35,412 - mmaction - INFO - Epoch [68][3360/3757] lr: 8.403e-02, eta: 6 days, 21:16:10, time: 0.810, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5961, loss_cls: 3.0542, loss: 3.0542, grad_norm: 2.3692 2020-07-26 07:30:51,222 - mmaction - INFO - Epoch [68][3380/3757] lr: 8.403e-02, eta: 6 days, 21:15:48, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5859, loss_cls: 3.0455, loss: 3.0455, grad_norm: 2.3224 2020-07-26 07:31:07,041 - mmaction - INFO - Epoch [68][3400/3757] lr: 8.403e-02, eta: 6 days, 21:15:26, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5625, loss_cls: 3.1584, loss: 3.1584, grad_norm: 2.3209 2020-07-26 07:31:22,811 - mmaction - INFO - Epoch [68][3420/3757] lr: 8.403e-02, eta: 6 days, 21:15:05, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5852, loss_cls: 3.0412, loss: 3.0412, grad_norm: 2.2340 2020-07-26 07:31:38,862 - mmaction - INFO - Epoch [68][3440/3757] lr: 8.403e-02, eta: 6 days, 21:14:44, time: 0.803, data_time: 0.013, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5773, loss_cls: 3.0542, loss: 3.0542, grad_norm: 2.3326 2020-07-26 07:31:54,775 - mmaction - INFO - Epoch [68][3460/3757] lr: 8.403e-02, eta: 6 days, 21:14:23, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6039, loss_cls: 2.9553, loss: 2.9553, grad_norm: 2.3218 2020-07-26 07:32:10,610 - mmaction - INFO - Epoch [68][3480/3757] lr: 8.403e-02, eta: 6 days, 21:14:01, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5797, loss_cls: 2.9941, loss: 2.9941, grad_norm: 2.3559 2020-07-26 07:32:26,406 - mmaction - INFO - Epoch [68][3500/3757] lr: 8.403e-02, eta: 6 days, 21:13:40, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.0959, loss: 3.0959, grad_norm: 2.3492 2020-07-26 07:32:42,197 - mmaction - INFO - Epoch [68][3520/3757] lr: 8.403e-02, eta: 6 days, 21:13:18, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5828, loss_cls: 3.0909, loss: 3.0909, grad_norm: 2.3442 2020-07-26 07:32:58,040 - mmaction - INFO - Epoch [68][3540/3757] lr: 8.403e-02, eta: 6 days, 21:12:56, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5664, loss_cls: 3.1710, loss: 3.1710, grad_norm: 2.3277 2020-07-26 07:33:13,810 - mmaction - INFO - Epoch [68][3560/3757] lr: 8.403e-02, eta: 6 days, 21:12:34, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5602, loss_cls: 3.1798, loss: 3.1798, grad_norm: 2.3495 2020-07-26 07:33:29,591 - mmaction - INFO - Epoch [68][3580/3757] lr: 8.403e-02, eta: 6 days, 21:12:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5773, loss_cls: 3.1094, loss: 3.1094, grad_norm: 2.2723 2020-07-26 07:33:45,375 - mmaction - INFO - Epoch [68][3600/3757] lr: 8.403e-02, eta: 6 days, 21:11:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5898, loss_cls: 3.0433, loss: 3.0433, grad_norm: 2.3171 2020-07-26 07:34:01,148 - mmaction - INFO - Epoch [68][3620/3757] lr: 8.403e-02, eta: 6 days, 21:11:29, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6078, loss_cls: 3.0036, loss: 3.0036, grad_norm: 2.2994 2020-07-26 07:34:16,941 - mmaction - INFO - Epoch [68][3640/3757] lr: 8.403e-02, eta: 6 days, 21:11:07, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5867, loss_cls: 3.0345, loss: 3.0345, grad_norm: 2.3798 2020-07-26 07:34:32,796 - mmaction - INFO - Epoch [68][3660/3757] lr: 8.403e-02, eta: 6 days, 21:10:46, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5687, loss_cls: 3.1069, loss: 3.1069, grad_norm: 2.3384 2020-07-26 07:34:48,631 - mmaction - INFO - Epoch [68][3680/3757] lr: 8.403e-02, eta: 6 days, 21:10:24, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5727, loss_cls: 3.1224, loss: 3.1224, grad_norm: 2.3468 2020-07-26 07:35:04,526 - mmaction - INFO - Epoch [68][3700/3757] lr: 8.403e-02, eta: 6 days, 21:10:03, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5859, loss_cls: 3.0651, loss: 3.0651, grad_norm: 2.2745 2020-07-26 07:35:20,173 - mmaction - INFO - Epoch [68][3720/3757] lr: 8.403e-02, eta: 6 days, 21:09:41, time: 0.784, data_time: 0.002, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5906, loss_cls: 3.0629, loss: 3.0629, grad_norm: 2.2959 2020-07-26 07:35:35,990 - mmaction - INFO - Epoch [68][3740/3757] lr: 8.403e-02, eta: 6 days, 21:09:19, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5680, loss_cls: 3.1211, loss: 3.1211, grad_norm: 2.2687 2020-07-26 07:35:56,194 - mmaction - INFO - Saving checkpoint at 68 epochs 2020-07-26 07:38:55,112 - mmaction - INFO - Epoch [69][20/3757] lr: 8.358e-02, eta: 6 days, 21:20:11, time: 8.823, data_time: 7.923, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5953, loss_cls: 3.0270, loss: 3.0270, grad_norm: 2.3859 2020-07-26 07:39:10,878 - mmaction - INFO - Epoch [69][40/3757] lr: 8.358e-02, eta: 6 days, 21:19:49, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6164, loss_cls: 2.9140, loss: 2.9140, grad_norm: 2.3064 2020-07-26 07:39:26,707 - mmaction - INFO - Epoch [69][60/3757] lr: 8.358e-02, eta: 6 days, 21:19:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5953, loss_cls: 3.0152, loss: 3.0152, grad_norm: 2.3630 2020-07-26 07:39:42,664 - mmaction - INFO - Epoch [69][80/3757] lr: 8.358e-02, eta: 6 days, 21:19:06, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5883, loss_cls: 3.0252, loss: 3.0252, grad_norm: 2.2845 2020-07-26 07:39:58,585 - mmaction - INFO - Epoch [69][100/3757] lr: 8.358e-02, eta: 6 days, 21:18:45, time: 0.797, data_time: 0.005, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5773, loss_cls: 3.0960, loss: 3.0960, grad_norm: 2.2716 2020-07-26 07:40:14,403 - mmaction - INFO - Epoch [69][120/3757] lr: 8.358e-02, eta: 6 days, 21:18:23, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5914, loss_cls: 3.0131, loss: 3.0131, grad_norm: 2.3430 2020-07-26 07:40:30,222 - mmaction - INFO - Epoch [69][140/3757] lr: 8.358e-02, eta: 6 days, 21:18:01, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 3.0290, loss: 3.0290, grad_norm: 2.2876 2020-07-26 07:40:46,064 - mmaction - INFO - Epoch [69][160/3757] lr: 8.358e-02, eta: 6 days, 21:17:40, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5914, loss_cls: 3.0567, loss: 3.0567, grad_norm: 2.3363 2020-07-26 07:41:01,818 - mmaction - INFO - Epoch [69][180/3757] lr: 8.358e-02, eta: 6 days, 21:17:18, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5930, loss_cls: 3.0110, loss: 3.0110, grad_norm: 2.3582 2020-07-26 07:41:17,664 - mmaction - INFO - Epoch [69][200/3757] lr: 8.358e-02, eta: 6 days, 21:16:56, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6023, loss_cls: 2.9860, loss: 2.9860, grad_norm: 2.2712 2020-07-26 07:41:33,568 - mmaction - INFO - Epoch [69][220/3757] lr: 8.358e-02, eta: 6 days, 21:16:35, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6180, loss_cls: 2.9112, loss: 2.9112, grad_norm: 2.3526 2020-07-26 07:41:49,382 - mmaction - INFO - Epoch [69][240/3757] lr: 8.358e-02, eta: 6 days, 21:16:13, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5727, loss_cls: 3.1255, loss: 3.1255, grad_norm: 2.3329 2020-07-26 07:42:05,252 - mmaction - INFO - Epoch [69][260/3757] lr: 8.358e-02, eta: 6 days, 21:15:51, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5977, loss_cls: 3.0175, loss: 3.0175, grad_norm: 2.3057 2020-07-26 07:42:21,168 - mmaction - INFO - Epoch [69][280/3757] lr: 8.358e-02, eta: 6 days, 21:15:30, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5820, loss_cls: 3.0067, loss: 3.0067, grad_norm: 2.3339 2020-07-26 07:42:36,961 - mmaction - INFO - Epoch [69][300/3757] lr: 8.358e-02, eta: 6 days, 21:15:09, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5930, loss_cls: 3.0255, loss: 3.0255, grad_norm: 2.3511 2020-07-26 07:42:52,777 - mmaction - INFO - Epoch [69][320/3757] lr: 8.358e-02, eta: 6 days, 21:14:47, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5836, loss_cls: 3.0518, loss: 3.0518, grad_norm: 2.2936 2020-07-26 07:43:08,683 - mmaction - INFO - Epoch [69][340/3757] lr: 8.358e-02, eta: 6 days, 21:14:26, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5914, loss_cls: 3.0406, loss: 3.0406, grad_norm: 2.3072 2020-07-26 07:43:24,461 - mmaction - INFO - Epoch [69][360/3757] lr: 8.358e-02, eta: 6 days, 21:14:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 2.9411, loss: 2.9411, grad_norm: 2.3877 2020-07-26 07:43:40,269 - mmaction - INFO - Epoch [69][380/3757] lr: 8.358e-02, eta: 6 days, 21:13:42, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5648, loss_cls: 3.0286, loss: 3.0286, grad_norm: 2.3490 2020-07-26 07:43:56,070 - mmaction - INFO - Epoch [69][400/3757] lr: 8.358e-02, eta: 6 days, 21:13:20, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6016, loss_cls: 2.9697, loss: 2.9697, grad_norm: 2.3503 2020-07-26 07:44:11,907 - mmaction - INFO - Epoch [69][420/3757] lr: 8.358e-02, eta: 6 days, 21:12:58, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5977, loss_cls: 3.0071, loss: 3.0071, grad_norm: 2.3754 2020-07-26 07:44:27,707 - mmaction - INFO - Epoch [69][440/3757] lr: 8.358e-02, eta: 6 days, 21:12:37, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5984, loss_cls: 2.9249, loss: 2.9249, grad_norm: 2.3239 2020-07-26 07:44:44,064 - mmaction - INFO - Epoch [69][460/3757] lr: 8.358e-02, eta: 6 days, 21:12:17, time: 0.817, data_time: 0.015, memory: 6196, top1_acc: 0.3312, top5_acc: 0.6023, loss_cls: 3.0411, loss: 3.0411, grad_norm: 2.3429 2020-07-26 07:44:59,804 - mmaction - INFO - Epoch [69][480/3757] lr: 8.358e-02, eta: 6 days, 21:11:55, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5867, loss_cls: 3.0033, loss: 3.0033, grad_norm: 2.4022 2020-07-26 07:45:15,672 - mmaction - INFO - Epoch [69][500/3757] lr: 8.358e-02, eta: 6 days, 21:11:34, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.6016, loss_cls: 2.9862, loss: 2.9862, grad_norm: 2.4572 2020-07-26 07:45:31,510 - mmaction - INFO - Epoch [69][520/3757] lr: 8.358e-02, eta: 6 days, 21:11:12, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5914, loss_cls: 3.0748, loss: 3.0748, grad_norm: 2.3948 2020-07-26 07:45:47,364 - mmaction - INFO - Epoch [69][540/3757] lr: 8.358e-02, eta: 6 days, 21:10:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5773, loss_cls: 3.0680, loss: 3.0680, grad_norm: 2.3264 2020-07-26 07:46:03,188 - mmaction - INFO - Epoch [69][560/3757] lr: 8.358e-02, eta: 6 days, 21:10:29, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5836, loss_cls: 3.0563, loss: 3.0563, grad_norm: 2.3559 2020-07-26 07:46:18,913 - mmaction - INFO - Epoch [69][580/3757] lr: 8.358e-02, eta: 6 days, 21:10:07, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6023, loss_cls: 2.9862, loss: 2.9862, grad_norm: 2.3469 2020-07-26 07:46:34,787 - mmaction - INFO - Epoch [69][600/3757] lr: 8.358e-02, eta: 6 days, 21:09:46, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6109, loss_cls: 2.9478, loss: 2.9478, grad_norm: 2.3095 2020-07-26 07:46:50,568 - mmaction - INFO - Epoch [69][620/3757] lr: 8.358e-02, eta: 6 days, 21:09:24, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 2.9188, loss: 2.9188, grad_norm: 2.3432 2020-07-26 07:47:06,305 - mmaction - INFO - Epoch [69][640/3757] lr: 8.358e-02, eta: 6 days, 21:09:02, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5828, loss_cls: 3.0602, loss: 3.0602, grad_norm: 2.3606 2020-07-26 07:47:22,062 - mmaction - INFO - Epoch [69][660/3757] lr: 8.358e-02, eta: 6 days, 21:08:40, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5852, loss_cls: 3.1015, loss: 3.1015, grad_norm: 2.3576 2020-07-26 07:47:37,945 - mmaction - INFO - Epoch [69][680/3757] lr: 8.358e-02, eta: 6 days, 21:08:18, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5914, loss_cls: 3.0920, loss: 3.0920, grad_norm: 2.3501 2020-07-26 07:47:53,777 - mmaction - INFO - Epoch [69][700/3757] lr: 8.358e-02, eta: 6 days, 21:07:57, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5633, loss_cls: 3.1202, loss: 3.1202, grad_norm: 2.3289 2020-07-26 07:48:09,576 - mmaction - INFO - Epoch [69][720/3757] lr: 8.358e-02, eta: 6 days, 21:07:35, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6039, loss_cls: 2.9618, loss: 2.9618, grad_norm: 2.3124 2020-07-26 07:48:25,391 - mmaction - INFO - Epoch [69][740/3757] lr: 8.358e-02, eta: 6 days, 21:07:13, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5922, loss_cls: 3.0113, loss: 3.0113, grad_norm: 2.3667 2020-07-26 07:48:41,311 - mmaction - INFO - Epoch [69][760/3757] lr: 8.358e-02, eta: 6 days, 21:06:52, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5672, loss_cls: 3.1794, loss: 3.1794, grad_norm: 2.2916 2020-07-26 07:48:57,163 - mmaction - INFO - Epoch [69][780/3757] lr: 8.358e-02, eta: 6 days, 21:06:31, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5633, loss_cls: 3.1442, loss: 3.1442, grad_norm: 2.2299 2020-07-26 07:49:12,972 - mmaction - INFO - Epoch [69][800/3757] lr: 8.358e-02, eta: 6 days, 21:06:09, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6062, loss_cls: 3.0260, loss: 3.0260, grad_norm: 2.2763 2020-07-26 07:49:28,789 - mmaction - INFO - Epoch [69][820/3757] lr: 8.358e-02, eta: 6 days, 21:05:47, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5984, loss_cls: 3.0072, loss: 3.0072, grad_norm: 2.3208 2020-07-26 07:49:44,549 - mmaction - INFO - Epoch [69][840/3757] lr: 8.358e-02, eta: 6 days, 21:05:25, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5898, loss_cls: 3.0265, loss: 3.0265, grad_norm: 2.3067 2020-07-26 07:50:00,352 - mmaction - INFO - Epoch [69][860/3757] lr: 8.358e-02, eta: 6 days, 21:05:04, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5836, loss_cls: 3.1030, loss: 3.1030, grad_norm: 2.3360 2020-07-26 07:50:16,095 - mmaction - INFO - Epoch [69][880/3757] lr: 8.358e-02, eta: 6 days, 21:04:42, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5633, loss_cls: 3.0769, loss: 3.0769, grad_norm: 2.2969 2020-07-26 07:50:31,875 - mmaction - INFO - Epoch [69][900/3757] lr: 8.358e-02, eta: 6 days, 21:04:20, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5766, loss_cls: 3.0959, loss: 3.0959, grad_norm: 2.3461 2020-07-26 07:50:47,674 - mmaction - INFO - Epoch [69][920/3757] lr: 8.358e-02, eta: 6 days, 21:03:58, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5898, loss_cls: 3.0113, loss: 3.0113, grad_norm: 2.3172 2020-07-26 07:51:03,510 - mmaction - INFO - Epoch [69][940/3757] lr: 8.358e-02, eta: 6 days, 21:03:36, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6031, loss_cls: 2.9797, loss: 2.9797, grad_norm: 2.3154 2020-07-26 07:51:19,304 - mmaction - INFO - Epoch [69][960/3757] lr: 8.358e-02, eta: 6 days, 21:03:15, time: 0.792, data_time: 0.006, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6047, loss_cls: 2.9346, loss: 2.9346, grad_norm: 2.3414 2020-07-26 07:51:35,079 - mmaction - INFO - Epoch [69][980/3757] lr: 8.358e-02, eta: 6 days, 21:02:53, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5891, loss_cls: 3.0289, loss: 3.0289, grad_norm: 2.3064 2020-07-26 07:51:50,921 - mmaction - INFO - Epoch [69][1000/3757] lr: 8.358e-02, eta: 6 days, 21:02:31, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5898, loss_cls: 3.0135, loss: 3.0135, grad_norm: 2.4228 2020-07-26 07:52:06,715 - mmaction - INFO - Epoch [69][1020/3757] lr: 8.358e-02, eta: 6 days, 21:02:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5539, loss_cls: 3.1994, loss: 3.1994, grad_norm: 2.3933 2020-07-26 07:52:22,539 - mmaction - INFO - Epoch [69][1040/3757] lr: 8.358e-02, eta: 6 days, 21:01:48, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5914, loss_cls: 3.0453, loss: 3.0453, grad_norm: 2.3114 2020-07-26 07:52:38,364 - mmaction - INFO - Epoch [69][1060/3757] lr: 8.358e-02, eta: 6 days, 21:01:26, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.6047, loss_cls: 3.0250, loss: 3.0250, grad_norm: 2.3438 2020-07-26 07:52:54,096 - mmaction - INFO - Epoch [69][1080/3757] lr: 8.358e-02, eta: 6 days, 21:01:04, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5813, loss_cls: 2.9748, loss: 2.9748, grad_norm: 2.3534 2020-07-26 07:53:09,911 - mmaction - INFO - Epoch [69][1100/3757] lr: 8.358e-02, eta: 6 days, 21:00:43, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5719, loss_cls: 3.1030, loss: 3.1030, grad_norm: 2.3478 2020-07-26 07:53:25,660 - mmaction - INFO - Epoch [69][1120/3757] lr: 8.358e-02, eta: 6 days, 21:00:21, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5867, loss_cls: 3.0529, loss: 3.0529, grad_norm: 2.3366 2020-07-26 07:53:41,450 - mmaction - INFO - Epoch [69][1140/3757] lr: 8.358e-02, eta: 6 days, 20:59:59, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6070, loss_cls: 2.9904, loss: 2.9904, grad_norm: 2.3220 2020-07-26 07:53:57,273 - mmaction - INFO - Epoch [69][1160/3757] lr: 8.358e-02, eta: 6 days, 20:59:37, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5891, loss_cls: 3.0116, loss: 3.0116, grad_norm: 2.3557 2020-07-26 07:54:13,058 - mmaction - INFO - Epoch [69][1180/3757] lr: 8.358e-02, eta: 6 days, 20:59:16, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5875, loss_cls: 3.0579, loss: 3.0579, grad_norm: 2.3109 2020-07-26 07:54:28,783 - mmaction - INFO - Epoch [69][1200/3757] lr: 8.358e-02, eta: 6 days, 20:58:53, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.6016, loss_cls: 3.0322, loss: 3.0322, grad_norm: 2.3585 2020-07-26 07:54:44,607 - mmaction - INFO - Epoch [69][1220/3757] lr: 8.358e-02, eta: 6 days, 20:58:32, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.0889, loss: 3.0889, grad_norm: 2.3591 2020-07-26 07:55:00,465 - mmaction - INFO - Epoch [69][1240/3757] lr: 8.358e-02, eta: 6 days, 20:58:10, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.6023, loss_cls: 2.9781, loss: 2.9781, grad_norm: 2.3230 2020-07-26 07:55:16,245 - mmaction - INFO - Epoch [69][1260/3757] lr: 8.358e-02, eta: 6 days, 20:57:49, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5852, loss_cls: 3.0251, loss: 3.0251, grad_norm: 2.3574 2020-07-26 07:55:32,058 - mmaction - INFO - Epoch [69][1280/3757] lr: 8.358e-02, eta: 6 days, 20:57:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5578, loss_cls: 3.1533, loss: 3.1533, grad_norm: 2.3582 2020-07-26 07:55:47,997 - mmaction - INFO - Epoch [69][1300/3757] lr: 8.358e-02, eta: 6 days, 20:57:06, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5664, loss_cls: 3.0557, loss: 3.0557, grad_norm: 2.3694 2020-07-26 07:56:03,679 - mmaction - INFO - Epoch [69][1320/3757] lr: 8.358e-02, eta: 6 days, 20:56:44, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5641, loss_cls: 3.1616, loss: 3.1616, grad_norm: 2.3583 2020-07-26 07:56:19,590 - mmaction - INFO - Epoch [69][1340/3757] lr: 8.358e-02, eta: 6 days, 20:56:22, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5891, loss_cls: 3.0260, loss: 3.0260, grad_norm: 2.3003 2020-07-26 07:56:35,440 - mmaction - INFO - Epoch [69][1360/3757] lr: 8.358e-02, eta: 6 days, 20:56:01, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5648, loss_cls: 3.1143, loss: 3.1143, grad_norm: 2.2782 2020-07-26 07:56:51,212 - mmaction - INFO - Epoch [69][1380/3757] lr: 8.358e-02, eta: 6 days, 20:55:39, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5711, loss_cls: 3.0758, loss: 3.0758, grad_norm: 2.3733 2020-07-26 07:57:07,060 - mmaction - INFO - Epoch [69][1400/3757] lr: 8.358e-02, eta: 6 days, 20:55:18, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5914, loss_cls: 3.0025, loss: 3.0025, grad_norm: 2.3483 2020-07-26 07:57:22,913 - mmaction - INFO - Epoch [69][1420/3757] lr: 8.358e-02, eta: 6 days, 20:54:56, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5859, loss_cls: 3.0340, loss: 3.0340, grad_norm: 2.3164 2020-07-26 07:57:38,672 - mmaction - INFO - Epoch [69][1440/3757] lr: 8.358e-02, eta: 6 days, 20:54:34, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5758, loss_cls: 3.0742, loss: 3.0742, grad_norm: 2.3749 2020-07-26 07:57:54,514 - mmaction - INFO - Epoch [69][1460/3757] lr: 8.358e-02, eta: 6 days, 20:54:13, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5992, loss_cls: 3.0001, loss: 3.0001, grad_norm: 2.2843 2020-07-26 07:58:10,375 - mmaction - INFO - Epoch [69][1480/3757] lr: 8.358e-02, eta: 6 days, 20:53:51, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6000, loss_cls: 3.0384, loss: 3.0384, grad_norm: 2.3808 2020-07-26 07:58:26,257 - mmaction - INFO - Epoch [69][1500/3757] lr: 8.358e-02, eta: 6 days, 20:53:30, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5727, loss_cls: 3.0523, loss: 3.0523, grad_norm: 2.3012 2020-07-26 07:58:42,063 - mmaction - INFO - Epoch [69][1520/3757] lr: 8.358e-02, eta: 6 days, 20:53:08, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6109, loss_cls: 3.0267, loss: 3.0267, grad_norm: 2.3046 2020-07-26 07:58:57,866 - mmaction - INFO - Epoch [69][1540/3757] lr: 8.358e-02, eta: 6 days, 20:52:47, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5930, loss_cls: 2.9891, loss: 2.9891, grad_norm: 2.2527 2020-07-26 07:59:13,605 - mmaction - INFO - Epoch [69][1560/3757] lr: 8.358e-02, eta: 6 days, 20:52:25, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5641, loss_cls: 3.1664, loss: 3.1664, grad_norm: 2.3159 2020-07-26 07:59:29,403 - mmaction - INFO - Epoch [69][1580/3757] lr: 8.358e-02, eta: 6 days, 20:52:03, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5805, loss_cls: 3.1031, loss: 3.1031, grad_norm: 2.3289 2020-07-26 07:59:45,207 - mmaction - INFO - Epoch [69][1600/3757] lr: 8.358e-02, eta: 6 days, 20:51:41, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6031, loss_cls: 2.9497, loss: 2.9497, grad_norm: 2.3215 2020-07-26 08:00:00,993 - mmaction - INFO - Epoch [69][1620/3757] lr: 8.358e-02, eta: 6 days, 20:51:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5898, loss_cls: 3.0695, loss: 3.0695, grad_norm: 2.3884 2020-07-26 08:00:21,468 - mmaction - INFO - Epoch [69][1640/3757] lr: 8.358e-02, eta: 6 days, 20:51:19, time: 1.021, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5977, loss_cls: 2.9963, loss: 2.9963, grad_norm: 2.3380 2020-07-26 08:00:37,248 - mmaction - INFO - Epoch [69][1660/3757] lr: 8.358e-02, eta: 6 days, 20:50:58, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6008, loss_cls: 2.9569, loss: 2.9569, grad_norm: 2.3344 2020-07-26 08:00:52,984 - mmaction - INFO - Epoch [69][1680/3757] lr: 8.358e-02, eta: 6 days, 20:50:36, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5797, loss_cls: 3.0821, loss: 3.0821, grad_norm: 2.3865 2020-07-26 08:01:08,718 - mmaction - INFO - Epoch [69][1700/3757] lr: 8.358e-02, eta: 6 days, 20:50:14, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5859, loss_cls: 3.0054, loss: 3.0054, grad_norm: 2.2899 2020-07-26 08:01:24,462 - mmaction - INFO - Epoch [69][1720/3757] lr: 8.358e-02, eta: 6 days, 20:49:52, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6039, loss_cls: 3.0092, loss: 3.0092, grad_norm: 2.3313 2020-07-26 08:01:40,253 - mmaction - INFO - Epoch [69][1740/3757] lr: 8.358e-02, eta: 6 days, 20:49:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5813, loss_cls: 3.0796, loss: 3.0796, grad_norm: 2.3743 2020-07-26 08:01:56,038 - mmaction - INFO - Epoch [69][1760/3757] lr: 8.358e-02, eta: 6 days, 20:49:08, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5875, loss_cls: 3.0340, loss: 3.0340, grad_norm: 2.4087 2020-07-26 08:02:11,843 - mmaction - INFO - Epoch [69][1780/3757] lr: 8.358e-02, eta: 6 days, 20:48:47, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.5969, loss_cls: 2.9947, loss: 2.9947, grad_norm: 2.3374 2020-07-26 08:02:27,751 - mmaction - INFO - Epoch [69][1800/3757] lr: 8.358e-02, eta: 6 days, 20:48:26, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.6102, loss_cls: 2.9466, loss: 2.9466, grad_norm: 2.3382 2020-07-26 08:02:43,438 - mmaction - INFO - Epoch [69][1820/3757] lr: 8.358e-02, eta: 6 days, 20:48:03, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5711, loss_cls: 3.0945, loss: 3.0945, grad_norm: 2.4445 2020-07-26 08:02:59,385 - mmaction - INFO - Epoch [69][1840/3757] lr: 8.358e-02, eta: 6 days, 20:47:42, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5523, loss_cls: 3.1469, loss: 3.1469, grad_norm: 2.3410 2020-07-26 08:03:15,190 - mmaction - INFO - Epoch [69][1860/3757] lr: 8.358e-02, eta: 6 days, 20:47:21, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5883, loss_cls: 3.0896, loss: 3.0896, grad_norm: 2.4145 2020-07-26 08:03:30,972 - mmaction - INFO - Epoch [69][1880/3757] lr: 8.358e-02, eta: 6 days, 20:46:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0805, loss: 3.0805, grad_norm: 2.3930 2020-07-26 08:03:46,823 - mmaction - INFO - Epoch [69][1900/3757] lr: 8.358e-02, eta: 6 days, 20:46:38, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5891, loss_cls: 3.0434, loss: 3.0434, grad_norm: 2.3241 2020-07-26 08:04:02,745 - mmaction - INFO - Epoch [69][1920/3757] lr: 8.358e-02, eta: 6 days, 20:46:16, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6086, loss_cls: 3.0232, loss: 3.0232, grad_norm: 2.3336 2020-07-26 08:04:18,554 - mmaction - INFO - Epoch [69][1940/3757] lr: 8.358e-02, eta: 6 days, 20:45:55, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5703, loss_cls: 3.1616, loss: 3.1616, grad_norm: 2.3316 2020-07-26 08:04:34,303 - mmaction - INFO - Epoch [69][1960/3757] lr: 8.358e-02, eta: 6 days, 20:45:33, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5703, loss_cls: 3.0890, loss: 3.0890, grad_norm: 2.3593 2020-07-26 08:04:50,128 - mmaction - INFO - Epoch [69][1980/3757] lr: 8.358e-02, eta: 6 days, 20:45:11, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5805, loss_cls: 3.0980, loss: 3.0980, grad_norm: 2.3115 2020-07-26 08:05:06,044 - mmaction - INFO - Epoch [69][2000/3757] lr: 8.358e-02, eta: 6 days, 20:44:50, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.6016, loss_cls: 3.0668, loss: 3.0668, grad_norm: 2.3636 2020-07-26 08:05:21,754 - mmaction - INFO - Epoch [69][2020/3757] lr: 8.358e-02, eta: 6 days, 20:44:28, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5820, loss_cls: 3.1159, loss: 3.1159, grad_norm: 2.3233 2020-07-26 08:05:37,610 - mmaction - INFO - Epoch [69][2040/3757] lr: 8.358e-02, eta: 6 days, 20:44:07, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5961, loss_cls: 3.0463, loss: 3.0463, grad_norm: 2.3677 2020-07-26 08:05:53,346 - mmaction - INFO - Epoch [69][2060/3757] lr: 8.358e-02, eta: 6 days, 20:43:45, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5625, loss_cls: 3.2023, loss: 3.2023, grad_norm: 2.3262 2020-07-26 08:06:09,144 - mmaction - INFO - Epoch [69][2080/3757] lr: 8.358e-02, eta: 6 days, 20:43:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5797, loss_cls: 3.0454, loss: 3.0454, grad_norm: 2.2087 2020-07-26 08:06:25,365 - mmaction - INFO - Epoch [69][2100/3757] lr: 8.358e-02, eta: 6 days, 20:43:03, time: 0.811, data_time: 0.023, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.0357, loss: 3.0357, grad_norm: 2.3101 2020-07-26 08:06:41,475 - mmaction - INFO - Epoch [69][2120/3757] lr: 8.358e-02, eta: 6 days, 20:42:43, time: 0.806, data_time: 0.017, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5945, loss_cls: 3.0402, loss: 3.0402, grad_norm: 2.3584 2020-07-26 08:06:57,844 - mmaction - INFO - Epoch [69][2140/3757] lr: 8.358e-02, eta: 6 days, 20:42:24, time: 0.819, data_time: 0.022, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5859, loss_cls: 3.0969, loss: 3.0969, grad_norm: 2.3067 2020-07-26 08:07:13,583 - mmaction - INFO - Epoch [69][2160/3757] lr: 8.358e-02, eta: 6 days, 20:42:02, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5836, loss_cls: 3.0839, loss: 3.0839, grad_norm: 2.3556 2020-07-26 08:07:29,376 - mmaction - INFO - Epoch [69][2180/3757] lr: 8.358e-02, eta: 6 days, 20:41:41, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5711, loss_cls: 3.1477, loss: 3.1477, grad_norm: 2.3385 2020-07-26 08:07:45,136 - mmaction - INFO - Epoch [69][2200/3757] lr: 8.358e-02, eta: 6 days, 20:41:19, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6016, loss_cls: 3.0027, loss: 3.0027, grad_norm: 2.2940 2020-07-26 08:08:00,935 - mmaction - INFO - Epoch [69][2220/3757] lr: 8.358e-02, eta: 6 days, 20:40:57, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5984, loss_cls: 3.0286, loss: 3.0286, grad_norm: 2.3438 2020-07-26 08:08:16,815 - mmaction - INFO - Epoch [69][2240/3757] lr: 8.358e-02, eta: 6 days, 20:40:36, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5789, loss_cls: 3.0779, loss: 3.0779, grad_norm: 2.3301 2020-07-26 08:08:32,846 - mmaction - INFO - Epoch [69][2260/3757] lr: 8.358e-02, eta: 6 days, 20:40:15, time: 0.801, data_time: 0.017, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5844, loss_cls: 2.9955, loss: 2.9955, grad_norm: 2.4131 2020-07-26 08:08:49,033 - mmaction - INFO - Epoch [69][2280/3757] lr: 8.358e-02, eta: 6 days, 20:39:55, time: 0.809, data_time: 0.022, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5711, loss_cls: 3.1205, loss: 3.1205, grad_norm: 2.3437 2020-07-26 08:09:05,133 - mmaction - INFO - Epoch [69][2300/3757] lr: 8.358e-02, eta: 6 days, 20:39:35, time: 0.804, data_time: 0.016, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5781, loss_cls: 3.0995, loss: 3.0995, grad_norm: 2.3431 2020-07-26 08:09:20,878 - mmaction - INFO - Epoch [69][2320/3757] lr: 8.358e-02, eta: 6 days, 20:39:13, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6164, loss_cls: 3.0265, loss: 3.0265, grad_norm: 2.2538 2020-07-26 08:09:36,777 - mmaction - INFO - Epoch [69][2340/3757] lr: 8.358e-02, eta: 6 days, 20:38:52, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5922, loss_cls: 3.0458, loss: 3.0458, grad_norm: 2.2934 2020-07-26 08:09:52,981 - mmaction - INFO - Epoch [69][2360/3757] lr: 8.358e-02, eta: 6 days, 20:38:32, time: 0.811, data_time: 0.025, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6008, loss_cls: 3.0328, loss: 3.0328, grad_norm: 2.3905 2020-07-26 08:10:09,015 - mmaction - INFO - Epoch [69][2380/3757] lr: 8.358e-02, eta: 6 days, 20:38:12, time: 0.801, data_time: 0.014, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0498, loss: 3.0498, grad_norm: 2.3666 2020-07-26 08:10:25,137 - mmaction - INFO - Epoch [69][2400/3757] lr: 8.358e-02, eta: 6 days, 20:37:52, time: 0.807, data_time: 0.023, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6227, loss_cls: 2.8993, loss: 2.8993, grad_norm: 2.3175 2020-07-26 08:10:40,922 - mmaction - INFO - Epoch [69][2420/3757] lr: 8.358e-02, eta: 6 days, 20:37:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5766, loss_cls: 3.1410, loss: 3.1410, grad_norm: 2.4397 2020-07-26 08:10:56,688 - mmaction - INFO - Epoch [69][2440/3757] lr: 8.358e-02, eta: 6 days, 20:37:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6000, loss_cls: 3.0000, loss: 3.0000, grad_norm: 2.4219 2020-07-26 08:11:12,543 - mmaction - INFO - Epoch [69][2460/3757] lr: 8.358e-02, eta: 6 days, 20:36:47, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 3.0200, loss: 3.0200, grad_norm: 2.3482 2020-07-26 08:11:28,308 - mmaction - INFO - Epoch [69][2480/3757] lr: 8.358e-02, eta: 6 days, 20:36:25, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5625, loss_cls: 3.1758, loss: 3.1758, grad_norm: 2.3557 2020-07-26 08:11:44,100 - mmaction - INFO - Epoch [69][2500/3757] lr: 8.358e-02, eta: 6 days, 20:36:03, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5930, loss_cls: 3.0363, loss: 3.0363, grad_norm: 2.3815 2020-07-26 08:11:59,940 - mmaction - INFO - Epoch [69][2520/3757] lr: 8.358e-02, eta: 6 days, 20:35:42, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5695, loss_cls: 3.1289, loss: 3.1289, grad_norm: 2.3451 2020-07-26 08:12:15,721 - mmaction - INFO - Epoch [69][2540/3757] lr: 8.358e-02, eta: 6 days, 20:35:20, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6156, loss_cls: 3.0062, loss: 3.0062, grad_norm: 2.2743 2020-07-26 08:12:31,492 - mmaction - INFO - Epoch [69][2560/3757] lr: 8.358e-02, eta: 6 days, 20:34:58, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5938, loss_cls: 3.0678, loss: 3.0678, grad_norm: 2.2609 2020-07-26 08:12:47,268 - mmaction - INFO - Epoch [69][2580/3757] lr: 8.358e-02, eta: 6 days, 20:34:37, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6023, loss_cls: 3.0253, loss: 3.0253, grad_norm: 2.3542 2020-07-26 08:13:02,984 - mmaction - INFO - Epoch [69][2600/3757] lr: 8.358e-02, eta: 6 days, 20:34:15, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5875, loss_cls: 3.0846, loss: 3.0846, grad_norm: 2.3261 2020-07-26 08:13:18,775 - mmaction - INFO - Epoch [69][2620/3757] lr: 8.358e-02, eta: 6 days, 20:33:53, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5727, loss_cls: 3.0979, loss: 3.0979, grad_norm: 2.2507 2020-07-26 08:13:34,516 - mmaction - INFO - Epoch [69][2640/3757] lr: 8.358e-02, eta: 6 days, 20:33:31, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5758, loss_cls: 3.1546, loss: 3.1546, grad_norm: 2.3821 2020-07-26 08:13:50,327 - mmaction - INFO - Epoch [69][2660/3757] lr: 8.358e-02, eta: 6 days, 20:33:10, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5859, loss_cls: 3.1128, loss: 3.1128, grad_norm: 2.3536 2020-07-26 08:14:06,116 - mmaction - INFO - Epoch [69][2680/3757] lr: 8.358e-02, eta: 6 days, 20:32:48, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5789, loss_cls: 3.1319, loss: 3.1319, grad_norm: 2.2781 2020-07-26 08:14:21,893 - mmaction - INFO - Epoch [69][2700/3757] lr: 8.358e-02, eta: 6 days, 20:32:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5953, loss_cls: 3.0762, loss: 3.0762, grad_norm: 2.2837 2020-07-26 08:14:37,698 - mmaction - INFO - Epoch [69][2720/3757] lr: 8.358e-02, eta: 6 days, 20:32:05, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6023, loss_cls: 2.9986, loss: 2.9986, grad_norm: 2.3157 2020-07-26 08:14:53,497 - mmaction - INFO - Epoch [69][2740/3757] lr: 8.358e-02, eta: 6 days, 20:31:43, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3187, top5_acc: 0.6023, loss_cls: 3.0350, loss: 3.0350, grad_norm: 2.3843 2020-07-26 08:15:09,246 - mmaction - INFO - Epoch [69][2760/3757] lr: 8.358e-02, eta: 6 days, 20:31:21, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6133, loss_cls: 2.9635, loss: 2.9635, grad_norm: 2.3499 2020-07-26 08:15:25,071 - mmaction - INFO - Epoch [69][2780/3757] lr: 8.358e-02, eta: 6 days, 20:31:00, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5664, loss_cls: 3.1707, loss: 3.1707, grad_norm: 2.3885 2020-07-26 08:15:40,825 - mmaction - INFO - Epoch [69][2800/3757] lr: 8.358e-02, eta: 6 days, 20:30:38, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6000, loss_cls: 3.0082, loss: 3.0082, grad_norm: 2.2890 2020-07-26 08:15:56,575 - mmaction - INFO - Epoch [69][2820/3757] lr: 8.358e-02, eta: 6 days, 20:30:16, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5594, loss_cls: 3.1550, loss: 3.1550, grad_norm: 2.3789 2020-07-26 08:16:12,486 - mmaction - INFO - Epoch [69][2840/3757] lr: 8.358e-02, eta: 6 days, 20:29:55, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5898, loss_cls: 3.0266, loss: 3.0266, grad_norm: 2.2916 2020-07-26 08:16:28,221 - mmaction - INFO - Epoch [69][2860/3757] lr: 8.358e-02, eta: 6 days, 20:29:33, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5805, loss_cls: 3.0845, loss: 3.0845, grad_norm: 2.3572 2020-07-26 08:16:44,057 - mmaction - INFO - Epoch [69][2880/3757] lr: 8.358e-02, eta: 6 days, 20:29:12, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5828, loss_cls: 3.0560, loss: 3.0560, grad_norm: 2.3434 2020-07-26 08:16:59,871 - mmaction - INFO - Epoch [69][2900/3757] lr: 8.358e-02, eta: 6 days, 20:28:50, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5695, loss_cls: 3.1599, loss: 3.1599, grad_norm: 2.3581 2020-07-26 08:17:15,611 - mmaction - INFO - Epoch [69][2920/3757] lr: 8.358e-02, eta: 6 days, 20:28:28, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5883, loss_cls: 3.0672, loss: 3.0672, grad_norm: 2.2778 2020-07-26 08:17:31,409 - mmaction - INFO - Epoch [69][2940/3757] lr: 8.358e-02, eta: 6 days, 20:28:07, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5836, loss_cls: 3.0483, loss: 3.0483, grad_norm: 2.3488 2020-07-26 08:17:47,158 - mmaction - INFO - Epoch [69][2960/3757] lr: 8.358e-02, eta: 6 days, 20:27:45, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5516, loss_cls: 3.1466, loss: 3.1466, grad_norm: 2.3960 2020-07-26 08:18:02,953 - mmaction - INFO - Epoch [69][2980/3757] lr: 8.358e-02, eta: 6 days, 20:27:23, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6016, loss_cls: 3.0458, loss: 3.0458, grad_norm: 2.3483 2020-07-26 08:18:18,762 - mmaction - INFO - Epoch [69][3000/3757] lr: 8.358e-02, eta: 6 days, 20:27:02, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5625, loss_cls: 3.1523, loss: 3.1523, grad_norm: 2.3972 2020-07-26 08:18:34,528 - mmaction - INFO - Epoch [69][3020/3757] lr: 8.358e-02, eta: 6 days, 20:26:40, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5828, loss_cls: 3.0650, loss: 3.0650, grad_norm: 2.2854 2020-07-26 08:18:50,336 - mmaction - INFO - Epoch [69][3040/3757] lr: 8.358e-02, eta: 6 days, 20:26:18, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0182, loss: 3.0182, grad_norm: 2.2663 2020-07-26 08:19:06,181 - mmaction - INFO - Epoch [69][3060/3757] lr: 8.358e-02, eta: 6 days, 20:25:57, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3266, top5_acc: 0.6023, loss_cls: 3.0296, loss: 3.0296, grad_norm: 2.3574 2020-07-26 08:19:21,976 - mmaction - INFO - Epoch [69][3080/3757] lr: 8.358e-02, eta: 6 days, 20:25:35, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5766, loss_cls: 3.1081, loss: 3.1081, grad_norm: 2.3457 2020-07-26 08:19:37,739 - mmaction - INFO - Epoch [69][3100/3757] lr: 8.358e-02, eta: 6 days, 20:25:14, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6031, loss_cls: 3.0617, loss: 3.0617, grad_norm: 2.3303 2020-07-26 08:19:53,647 - mmaction - INFO - Epoch [69][3120/3757] lr: 8.358e-02, eta: 6 days, 20:24:53, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5859, loss_cls: 2.9921, loss: 2.9921, grad_norm: 2.3836 2020-07-26 08:20:09,621 - mmaction - INFO - Epoch [69][3140/3757] lr: 8.358e-02, eta: 6 days, 20:24:32, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6125, loss_cls: 2.9451, loss: 2.9451, grad_norm: 2.3455 2020-07-26 08:20:25,393 - mmaction - INFO - Epoch [69][3160/3757] lr: 8.358e-02, eta: 6 days, 20:24:10, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5820, loss_cls: 3.0775, loss: 3.0775, grad_norm: 2.3726 2020-07-26 08:20:41,133 - mmaction - INFO - Epoch [69][3180/3757] lr: 8.358e-02, eta: 6 days, 20:23:48, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5742, loss_cls: 3.1343, loss: 3.1343, grad_norm: 2.3746 2020-07-26 08:20:56,925 - mmaction - INFO - Epoch [69][3200/3757] lr: 8.358e-02, eta: 6 days, 20:23:27, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5813, loss_cls: 3.1234, loss: 3.1234, grad_norm: 2.2953 2020-07-26 08:21:12,690 - mmaction - INFO - Epoch [69][3220/3757] lr: 8.358e-02, eta: 6 days, 20:23:05, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5977, loss_cls: 3.0502, loss: 3.0502, grad_norm: 2.3526 2020-07-26 08:21:28,412 - mmaction - INFO - Epoch [69][3240/3757] lr: 8.358e-02, eta: 6 days, 20:22:43, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5922, loss_cls: 3.0415, loss: 3.0415, grad_norm: 2.2824 2020-07-26 08:21:44,193 - mmaction - INFO - Epoch [69][3260/3757] lr: 8.358e-02, eta: 6 days, 20:22:21, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5742, loss_cls: 3.1364, loss: 3.1364, grad_norm: 2.3813 2020-07-26 08:21:59,896 - mmaction - INFO - Epoch [69][3280/3757] lr: 8.358e-02, eta: 6 days, 20:21:59, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5906, loss_cls: 3.0363, loss: 3.0363, grad_norm: 2.2986 2020-07-26 08:22:15,693 - mmaction - INFO - Epoch [69][3300/3757] lr: 8.358e-02, eta: 6 days, 20:21:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5711, loss_cls: 3.1524, loss: 3.1524, grad_norm: 2.3035 2020-07-26 08:22:31,487 - mmaction - INFO - Epoch [69][3320/3757] lr: 8.358e-02, eta: 6 days, 20:21:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5828, loss_cls: 3.1106, loss: 3.1106, grad_norm: 2.3501 2020-07-26 08:22:47,367 - mmaction - INFO - Epoch [69][3340/3757] lr: 8.358e-02, eta: 6 days, 20:20:55, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5820, loss_cls: 3.0558, loss: 3.0558, grad_norm: 2.2438 2020-07-26 08:23:03,133 - mmaction - INFO - Epoch [69][3360/3757] lr: 8.358e-02, eta: 6 days, 20:20:33, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6102, loss_cls: 2.9449, loss: 2.9449, grad_norm: 2.3918 2020-07-26 08:23:18,891 - mmaction - INFO - Epoch [69][3380/3757] lr: 8.358e-02, eta: 6 days, 20:20:12, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5906, loss_cls: 3.0223, loss: 3.0223, grad_norm: 2.3676 2020-07-26 08:23:34,673 - mmaction - INFO - Epoch [69][3400/3757] lr: 8.358e-02, eta: 6 days, 20:19:50, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.2906, top5_acc: 0.5320, loss_cls: 3.2653, loss: 3.2653, grad_norm: 2.3797 2020-07-26 08:23:50,419 - mmaction - INFO - Epoch [69][3420/3757] lr: 8.358e-02, eta: 6 days, 20:19:28, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5711, loss_cls: 3.1522, loss: 3.1522, grad_norm: 2.3051 2020-07-26 08:24:06,210 - mmaction - INFO - Epoch [69][3440/3757] lr: 8.358e-02, eta: 6 days, 20:19:06, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5734, loss_cls: 3.1190, loss: 3.1190, grad_norm: 2.2939 2020-07-26 08:24:21,986 - mmaction - INFO - Epoch [69][3460/3757] lr: 8.358e-02, eta: 6 days, 20:18:45, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5883, loss_cls: 2.9975, loss: 2.9975, grad_norm: 2.3272 2020-07-26 08:24:37,835 - mmaction - INFO - Epoch [69][3480/3757] lr: 8.358e-02, eta: 6 days, 20:18:23, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.2930, top5_acc: 0.5500, loss_cls: 3.1884, loss: 3.1884, grad_norm: 2.3484 2020-07-26 08:24:53,704 - mmaction - INFO - Epoch [69][3500/3757] lr: 8.358e-02, eta: 6 days, 20:18:02, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5859, loss_cls: 3.0477, loss: 3.0477, grad_norm: 2.2775 2020-07-26 08:25:09,533 - mmaction - INFO - Epoch [69][3520/3757] lr: 8.358e-02, eta: 6 days, 20:17:41, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5969, loss_cls: 3.0169, loss: 3.0169, grad_norm: 2.3579 2020-07-26 08:25:25,363 - mmaction - INFO - Epoch [69][3540/3757] lr: 8.358e-02, eta: 6 days, 20:17:19, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5711, loss_cls: 3.1519, loss: 3.1519, grad_norm: 2.3216 2020-07-26 08:25:41,194 - mmaction - INFO - Epoch [69][3560/3757] lr: 8.358e-02, eta: 6 days, 20:16:58, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.1587, loss: 3.1587, grad_norm: 2.3029 2020-07-26 08:25:56,991 - mmaction - INFO - Epoch [69][3580/3757] lr: 8.358e-02, eta: 6 days, 20:16:36, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6133, loss_cls: 2.9735, loss: 2.9735, grad_norm: 2.3751 2020-07-26 08:26:12,887 - mmaction - INFO - Epoch [69][3600/3757] lr: 8.358e-02, eta: 6 days, 20:16:15, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5734, loss_cls: 3.0915, loss: 3.0915, grad_norm: 2.3311 2020-07-26 08:26:28,650 - mmaction - INFO - Epoch [69][3620/3757] lr: 8.358e-02, eta: 6 days, 20:15:54, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5898, loss_cls: 3.0413, loss: 3.0413, grad_norm: 2.3874 2020-07-26 08:26:44,471 - mmaction - INFO - Epoch [69][3640/3757] lr: 8.358e-02, eta: 6 days, 20:15:32, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5773, loss_cls: 3.0737, loss: 3.0737, grad_norm: 2.3974 2020-07-26 08:27:00,337 - mmaction - INFO - Epoch [69][3660/3757] lr: 8.358e-02, eta: 6 days, 20:15:11, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5836, loss_cls: 3.0806, loss: 3.0806, grad_norm: 2.3791 2020-07-26 08:27:16,176 - mmaction - INFO - Epoch [69][3680/3757] lr: 8.358e-02, eta: 6 days, 20:14:50, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5719, loss_cls: 3.0980, loss: 3.0980, grad_norm: 2.2950 2020-07-26 08:27:31,948 - mmaction - INFO - Epoch [69][3700/3757] lr: 8.358e-02, eta: 6 days, 20:14:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6000, loss_cls: 2.9620, loss: 2.9620, grad_norm: 2.3468 2020-07-26 08:27:47,817 - mmaction - INFO - Epoch [69][3720/3757] lr: 8.358e-02, eta: 6 days, 20:14:07, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5805, loss_cls: 3.0384, loss: 3.0384, grad_norm: 2.3669 2020-07-26 08:28:03,617 - mmaction - INFO - Epoch [69][3740/3757] lr: 8.358e-02, eta: 6 days, 20:13:45, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5781, loss_cls: 3.0666, loss: 3.0666, grad_norm: 2.3869 2020-07-26 08:31:26,631 - mmaction - INFO - Epoch [70][20/3757] lr: 8.312e-02, eta: 6 days, 20:24:45, time: 9.137, data_time: 8.232, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 3.0165, loss: 3.0165, grad_norm: 2.3159 2020-07-26 08:31:42,445 - mmaction - INFO - Epoch [70][40/3757] lr: 8.312e-02, eta: 6 days, 20:24:24, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5906, loss_cls: 3.0156, loss: 3.0156, grad_norm: 2.3780 2020-07-26 08:31:58,282 - mmaction - INFO - Epoch [70][60/3757] lr: 8.312e-02, eta: 6 days, 20:24:02, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5836, loss_cls: 3.0528, loss: 3.0528, grad_norm: 2.3714 2020-07-26 08:32:14,114 - mmaction - INFO - Epoch [70][80/3757] lr: 8.312e-02, eta: 6 days, 20:23:41, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5727, loss_cls: 3.1380, loss: 3.1380, grad_norm: 2.3133 2020-07-26 08:32:29,856 - mmaction - INFO - Epoch [70][100/3757] lr: 8.312e-02, eta: 6 days, 20:23:19, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6102, loss_cls: 2.9779, loss: 2.9779, grad_norm: 2.2903 2020-07-26 08:32:45,700 - mmaction - INFO - Epoch [70][120/3757] lr: 8.312e-02, eta: 6 days, 20:22:58, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5961, loss_cls: 3.0132, loss: 3.0132, grad_norm: 2.4702 2020-07-26 08:33:01,460 - mmaction - INFO - Epoch [70][140/3757] lr: 8.312e-02, eta: 6 days, 20:22:36, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6047, loss_cls: 3.0023, loss: 3.0023, grad_norm: 2.3708 2020-07-26 08:33:17,278 - mmaction - INFO - Epoch [70][160/3757] lr: 8.312e-02, eta: 6 days, 20:22:14, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5992, loss_cls: 3.0387, loss: 3.0387, grad_norm: 2.3919 2020-07-26 08:33:33,043 - mmaction - INFO - Epoch [70][180/3757] lr: 8.312e-02, eta: 6 days, 20:21:52, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5875, loss_cls: 3.0495, loss: 3.0495, grad_norm: 2.3297 2020-07-26 08:33:48,817 - mmaction - INFO - Epoch [70][200/3757] lr: 8.312e-02, eta: 6 days, 20:21:31, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5758, loss_cls: 3.0497, loss: 3.0497, grad_norm: 2.3418 2020-07-26 08:34:04,694 - mmaction - INFO - Epoch [70][220/3757] lr: 8.312e-02, eta: 6 days, 20:21:09, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.0986, loss: 3.0986, grad_norm: 2.3391 2020-07-26 08:34:20,529 - mmaction - INFO - Epoch [70][240/3757] lr: 8.312e-02, eta: 6 days, 20:20:48, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6031, loss_cls: 2.9616, loss: 2.9616, grad_norm: 2.2928 2020-07-26 08:34:36,320 - mmaction - INFO - Epoch [70][260/3757] lr: 8.312e-02, eta: 6 days, 20:20:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5930, loss_cls: 3.0416, loss: 3.0416, grad_norm: 2.3663 2020-07-26 08:34:52,038 - mmaction - INFO - Epoch [70][280/3757] lr: 8.312e-02, eta: 6 days, 20:20:04, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5961, loss_cls: 3.0461, loss: 3.0461, grad_norm: 2.3353 2020-07-26 08:35:07,858 - mmaction - INFO - Epoch [70][300/3757] lr: 8.312e-02, eta: 6 days, 20:19:43, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5680, loss_cls: 3.1626, loss: 3.1626, grad_norm: 2.3731 2020-07-26 08:35:23,695 - mmaction - INFO - Epoch [70][320/3757] lr: 8.312e-02, eta: 6 days, 20:19:21, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5789, loss_cls: 3.0545, loss: 3.0545, grad_norm: 2.2397 2020-07-26 08:35:39,521 - mmaction - INFO - Epoch [70][340/3757] lr: 8.312e-02, eta: 6 days, 20:19:00, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5914, loss_cls: 3.0180, loss: 3.0180, grad_norm: 2.3351 2020-07-26 08:35:55,329 - mmaction - INFO - Epoch [70][360/3757] lr: 8.312e-02, eta: 6 days, 20:18:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6070, loss_cls: 2.9610, loss: 2.9610, grad_norm: 2.3099 2020-07-26 08:36:11,219 - mmaction - INFO - Epoch [70][380/3757] lr: 8.312e-02, eta: 6 days, 20:18:17, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5703, loss_cls: 3.0274, loss: 3.0274, grad_norm: 2.3580 2020-07-26 08:36:27,030 - mmaction - INFO - Epoch [70][400/3757] lr: 8.312e-02, eta: 6 days, 20:17:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6078, loss_cls: 3.0162, loss: 3.0162, grad_norm: 2.3309 2020-07-26 08:36:42,889 - mmaction - INFO - Epoch [70][420/3757] lr: 8.312e-02, eta: 6 days, 20:17:34, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5922, loss_cls: 3.0118, loss: 3.0118, grad_norm: 2.3235 2020-07-26 08:36:58,717 - mmaction - INFO - Epoch [70][440/3757] lr: 8.312e-02, eta: 6 days, 20:17:13, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6117, loss_cls: 2.9625, loss: 2.9625, grad_norm: 2.2993 2020-07-26 08:37:14,431 - mmaction - INFO - Epoch [70][460/3757] lr: 8.312e-02, eta: 6 days, 20:16:51, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5570, loss_cls: 3.1198, loss: 3.1198, grad_norm: 2.3454 2020-07-26 08:37:30,215 - mmaction - INFO - Epoch [70][480/3757] lr: 8.312e-02, eta: 6 days, 20:16:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5914, loss_cls: 3.0205, loss: 3.0205, grad_norm: 2.3209 2020-07-26 08:37:46,005 - mmaction - INFO - Epoch [70][500/3757] lr: 8.312e-02, eta: 6 days, 20:16:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6086, loss_cls: 2.9879, loss: 2.9879, grad_norm: 2.3309 2020-07-26 08:38:01,926 - mmaction - INFO - Epoch [70][520/3757] lr: 8.312e-02, eta: 6 days, 20:15:46, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6125, loss_cls: 2.9315, loss: 2.9315, grad_norm: 2.3714 2020-07-26 08:38:22,750 - mmaction - INFO - Epoch [70][540/3757] lr: 8.312e-02, eta: 6 days, 20:15:47, time: 1.041, data_time: 0.255, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5758, loss_cls: 3.1105, loss: 3.1105, grad_norm: 2.4286 2020-07-26 08:38:38,958 - mmaction - INFO - Epoch [70][560/3757] lr: 8.312e-02, eta: 6 days, 20:15:28, time: 0.810, data_time: 0.016, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5531, loss_cls: 3.2356, loss: 3.2356, grad_norm: 2.3358 2020-07-26 08:38:55,159 - mmaction - INFO - Epoch [70][580/3757] lr: 8.312e-02, eta: 6 days, 20:15:08, time: 0.810, data_time: 0.023, memory: 6196, top1_acc: 0.3586, top5_acc: 0.5898, loss_cls: 2.9585, loss: 2.9585, grad_norm: 2.3092 2020-07-26 08:39:11,241 - mmaction - INFO - Epoch [70][600/3757] lr: 8.312e-02, eta: 6 days, 20:14:48, time: 0.804, data_time: 0.015, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5867, loss_cls: 3.0646, loss: 3.0646, grad_norm: 2.3649 2020-07-26 08:39:27,094 - mmaction - INFO - Epoch [70][620/3757] lr: 8.312e-02, eta: 6 days, 20:14:26, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5914, loss_cls: 2.9966, loss: 2.9966, grad_norm: 2.3314 2020-07-26 08:39:42,934 - mmaction - INFO - Epoch [70][640/3757] lr: 8.312e-02, eta: 6 days, 20:14:05, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5977, loss_cls: 2.9668, loss: 2.9668, grad_norm: 2.3756 2020-07-26 08:40:07,754 - mmaction - INFO - Epoch [70][660/3757] lr: 8.312e-02, eta: 6 days, 20:14:24, time: 1.239, data_time: 0.271, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5961, loss_cls: 3.0027, loss: 3.0027, grad_norm: 2.3535 2020-07-26 08:40:28,283 - mmaction - INFO - Epoch [70][680/3757] lr: 8.312e-02, eta: 6 days, 20:14:24, time: 1.028, data_time: 0.101, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5797, loss_cls: 3.1274, loss: 3.1274, grad_norm: 2.3942 2020-07-26 08:40:47,390 - mmaction - INFO - Epoch [70][700/3757] lr: 8.312e-02, eta: 6 days, 20:14:17, time: 0.955, data_time: 0.165, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6031, loss_cls: 2.9682, loss: 2.9682, grad_norm: 2.3589 2020-07-26 08:41:03,206 - mmaction - INFO - Epoch [70][720/3757] lr: 8.312e-02, eta: 6 days, 20:13:56, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5977, loss_cls: 3.0391, loss: 3.0391, grad_norm: 2.4214 2020-07-26 08:41:19,286 - mmaction - INFO - Epoch [70][740/3757] lr: 8.312e-02, eta: 6 days, 20:13:36, time: 0.804, data_time: 0.017, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5883, loss_cls: 3.0505, loss: 3.0505, grad_norm: 2.3520 2020-07-26 08:41:35,461 - mmaction - INFO - Epoch [70][760/3757] lr: 8.312e-02, eta: 6 days, 20:13:16, time: 0.808, data_time: 0.023, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5633, loss_cls: 3.1350, loss: 3.1350, grad_norm: 2.3508 2020-07-26 08:41:51,501 - mmaction - INFO - Epoch [70][780/3757] lr: 8.312e-02, eta: 6 days, 20:12:55, time: 0.801, data_time: 0.017, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5961, loss_cls: 2.9813, loss: 2.9813, grad_norm: 2.3839 2020-07-26 08:42:07,716 - mmaction - INFO - Epoch [70][800/3757] lr: 8.312e-02, eta: 6 days, 20:12:35, time: 0.811, data_time: 0.024, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5813, loss_cls: 3.1090, loss: 3.1090, grad_norm: 2.4552 2020-07-26 08:42:23,504 - mmaction - INFO - Epoch [70][820/3757] lr: 8.312e-02, eta: 6 days, 20:12:14, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5836, loss_cls: 3.0643, loss: 3.0643, grad_norm: 2.4524 2020-07-26 08:42:39,303 - mmaction - INFO - Epoch [70][840/3757] lr: 8.312e-02, eta: 6 days, 20:11:52, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5992, loss_cls: 3.0218, loss: 3.0218, grad_norm: 2.3707 2020-07-26 08:42:55,100 - mmaction - INFO - Epoch [70][860/3757] lr: 8.312e-02, eta: 6 days, 20:11:31, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5664, loss_cls: 3.1212, loss: 3.1212, grad_norm: 2.2783 2020-07-26 08:43:10,966 - mmaction - INFO - Epoch [70][880/3757] lr: 8.312e-02, eta: 6 days, 20:11:09, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6008, loss_cls: 2.9685, loss: 2.9685, grad_norm: 2.3532 2020-07-26 08:43:26,698 - mmaction - INFO - Epoch [70][900/3757] lr: 8.312e-02, eta: 6 days, 20:10:47, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5633, loss_cls: 3.1304, loss: 3.1304, grad_norm: 2.4437 2020-07-26 08:43:42,511 - mmaction - INFO - Epoch [70][920/3757] lr: 8.312e-02, eta: 6 days, 20:10:26, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.1388, loss: 3.1388, grad_norm: 2.3924 2020-07-26 08:43:58,257 - mmaction - INFO - Epoch [70][940/3757] lr: 8.312e-02, eta: 6 days, 20:10:04, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5820, loss_cls: 3.1234, loss: 3.1234, grad_norm: 2.3685 2020-07-26 08:44:14,124 - mmaction - INFO - Epoch [70][960/3757] lr: 8.312e-02, eta: 6 days, 20:09:43, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6047, loss_cls: 2.9497, loss: 2.9497, grad_norm: 2.3431 2020-07-26 08:44:29,921 - mmaction - INFO - Epoch [70][980/3757] lr: 8.312e-02, eta: 6 days, 20:09:21, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5508, loss_cls: 3.2278, loss: 3.2278, grad_norm: 2.3577 2020-07-26 08:44:45,744 - mmaction - INFO - Epoch [70][1000/3757] lr: 8.312e-02, eta: 6 days, 20:09:00, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5883, loss_cls: 3.0654, loss: 3.0654, grad_norm: 2.3221 2020-07-26 08:45:01,430 - mmaction - INFO - Epoch [70][1020/3757] lr: 8.312e-02, eta: 6 days, 20:08:38, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5969, loss_cls: 3.0578, loss: 3.0578, grad_norm: 2.3467 2020-07-26 08:45:17,229 - mmaction - INFO - Epoch [70][1040/3757] lr: 8.312e-02, eta: 6 days, 20:08:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5922, loss_cls: 3.0136, loss: 3.0136, grad_norm: 2.3375 2020-07-26 08:45:33,049 - mmaction - INFO - Epoch [70][1060/3757] lr: 8.312e-02, eta: 6 days, 20:07:54, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5867, loss_cls: 3.0794, loss: 3.0794, grad_norm: 2.3709 2020-07-26 08:45:48,871 - mmaction - INFO - Epoch [70][1080/3757] lr: 8.312e-02, eta: 6 days, 20:07:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5773, loss_cls: 3.1049, loss: 3.1049, grad_norm: 2.3247 2020-07-26 08:46:04,648 - mmaction - INFO - Epoch [70][1100/3757] lr: 8.312e-02, eta: 6 days, 20:07:11, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5836, loss_cls: 3.0582, loss: 3.0582, grad_norm: 2.3219 2020-07-26 08:46:20,446 - mmaction - INFO - Epoch [70][1120/3757] lr: 8.312e-02, eta: 6 days, 20:06:50, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5781, loss_cls: 3.0602, loss: 3.0602, grad_norm: 2.2833 2020-07-26 08:46:36,550 - mmaction - INFO - Epoch [70][1140/3757] lr: 8.312e-02, eta: 6 days, 20:06:29, time: 0.804, data_time: 0.016, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5758, loss_cls: 3.0886, loss: 3.0886, grad_norm: 2.3059 2020-07-26 08:46:52,323 - mmaction - INFO - Epoch [70][1160/3757] lr: 8.312e-02, eta: 6 days, 20:06:08, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5773, loss_cls: 3.1101, loss: 3.1101, grad_norm: 2.3792 2020-07-26 08:47:08,078 - mmaction - INFO - Epoch [70][1180/3757] lr: 8.312e-02, eta: 6 days, 20:05:46, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5953, loss_cls: 2.9773, loss: 2.9773, grad_norm: 2.2114 2020-07-26 08:47:23,876 - mmaction - INFO - Epoch [70][1200/3757] lr: 8.312e-02, eta: 6 days, 20:05:25, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5844, loss_cls: 3.0972, loss: 3.0972, grad_norm: 2.3477 2020-07-26 08:47:39,628 - mmaction - INFO - Epoch [70][1220/3757] lr: 8.312e-02, eta: 6 days, 20:05:03, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5945, loss_cls: 3.0135, loss: 3.0135, grad_norm: 2.2942 2020-07-26 08:47:55,419 - mmaction - INFO - Epoch [70][1240/3757] lr: 8.312e-02, eta: 6 days, 20:04:41, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5828, loss_cls: 3.0882, loss: 3.0882, grad_norm: 2.2945 2020-07-26 08:48:11,495 - mmaction - INFO - Epoch [70][1260/3757] lr: 8.312e-02, eta: 6 days, 20:04:21, time: 0.804, data_time: 0.018, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5984, loss_cls: 3.0188, loss: 3.0188, grad_norm: 2.2848 2020-07-26 08:48:27,387 - mmaction - INFO - Epoch [70][1280/3757] lr: 8.312e-02, eta: 6 days, 20:04:00, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5852, loss_cls: 3.0562, loss: 3.0562, grad_norm: 2.3933 2020-07-26 08:48:43,138 - mmaction - INFO - Epoch [70][1300/3757] lr: 8.312e-02, eta: 6 days, 20:03:38, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5875, loss_cls: 3.0733, loss: 3.0733, grad_norm: 2.3717 2020-07-26 08:48:58,879 - mmaction - INFO - Epoch [70][1320/3757] lr: 8.312e-02, eta: 6 days, 20:03:16, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5742, loss_cls: 3.1451, loss: 3.1451, grad_norm: 2.3993 2020-07-26 08:49:14,596 - mmaction - INFO - Epoch [70][1340/3757] lr: 8.312e-02, eta: 6 days, 20:02:54, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.1418, loss: 3.1418, grad_norm: 2.4191 2020-07-26 08:49:30,364 - mmaction - INFO - Epoch [70][1360/3757] lr: 8.312e-02, eta: 6 days, 20:02:32, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5922, loss_cls: 3.0114, loss: 3.0114, grad_norm: 2.3666 2020-07-26 08:49:46,609 - mmaction - INFO - Epoch [70][1380/3757] lr: 8.312e-02, eta: 6 days, 20:02:13, time: 0.813, data_time: 0.027, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6141, loss_cls: 2.9470, loss: 2.9470, grad_norm: 2.2898 2020-07-26 08:50:02,473 - mmaction - INFO - Epoch [70][1400/3757] lr: 8.312e-02, eta: 6 days, 20:01:52, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6039, loss_cls: 2.9891, loss: 2.9891, grad_norm: 2.3547 2020-07-26 08:50:18,185 - mmaction - INFO - Epoch [70][1420/3757] lr: 8.312e-02, eta: 6 days, 20:01:30, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5859, loss_cls: 3.0302, loss: 3.0302, grad_norm: 2.3622 2020-07-26 08:50:33,976 - mmaction - INFO - Epoch [70][1440/3757] lr: 8.312e-02, eta: 6 days, 20:01:08, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5672, loss_cls: 3.1518, loss: 3.1518, grad_norm: 2.3495 2020-07-26 08:50:49,735 - mmaction - INFO - Epoch [70][1460/3757] lr: 8.312e-02, eta: 6 days, 20:00:46, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5781, loss_cls: 3.0552, loss: 3.0552, grad_norm: 2.2948 2020-07-26 08:51:05,507 - mmaction - INFO - Epoch [70][1480/3757] lr: 8.312e-02, eta: 6 days, 20:00:25, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5828, loss_cls: 3.0968, loss: 3.0968, grad_norm: 2.3039 2020-07-26 08:51:21,593 - mmaction - INFO - Epoch [70][1500/3757] lr: 8.312e-02, eta: 6 days, 20:00:04, time: 0.804, data_time: 0.017, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5938, loss_cls: 3.0346, loss: 3.0346, grad_norm: 2.3150 2020-07-26 08:51:37,367 - mmaction - INFO - Epoch [70][1520/3757] lr: 8.312e-02, eta: 6 days, 19:59:43, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5914, loss_cls: 3.1079, loss: 3.1079, grad_norm: 2.3584 2020-07-26 08:51:53,119 - mmaction - INFO - Epoch [70][1540/3757] lr: 8.312e-02, eta: 6 days, 19:59:21, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5867, loss_cls: 2.9723, loss: 2.9723, grad_norm: 2.3244 2020-07-26 08:52:08,871 - mmaction - INFO - Epoch [70][1560/3757] lr: 8.312e-02, eta: 6 days, 19:58:59, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5898, loss_cls: 3.0863, loss: 3.0863, grad_norm: 2.2905 2020-07-26 08:52:24,731 - mmaction - INFO - Epoch [70][1580/3757] lr: 8.312e-02, eta: 6 days, 19:58:38, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5789, loss_cls: 3.0403, loss: 3.0403, grad_norm: 2.3206 2020-07-26 08:52:40,515 - mmaction - INFO - Epoch [70][1600/3757] lr: 8.312e-02, eta: 6 days, 19:58:16, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5641, loss_cls: 3.1204, loss: 3.1204, grad_norm: 2.3539 2020-07-26 08:52:56,291 - mmaction - INFO - Epoch [70][1620/3757] lr: 8.312e-02, eta: 6 days, 19:57:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5953, loss_cls: 3.0417, loss: 3.0417, grad_norm: 2.3135 2020-07-26 08:53:12,095 - mmaction - INFO - Epoch [70][1640/3757] lr: 8.312e-02, eta: 6 days, 19:57:33, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5945, loss_cls: 3.0142, loss: 3.0142, grad_norm: 2.2880 2020-07-26 08:53:27,894 - mmaction - INFO - Epoch [70][1660/3757] lr: 8.312e-02, eta: 6 days, 19:57:12, time: 0.790, data_time: 0.007, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5750, loss_cls: 3.1043, loss: 3.1043, grad_norm: 2.3027 2020-07-26 08:53:43,715 - mmaction - INFO - Epoch [70][1680/3757] lr: 8.312e-02, eta: 6 days, 19:56:50, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6266, loss_cls: 2.9539, loss: 2.9539, grad_norm: 2.2983 2020-07-26 08:53:59,532 - mmaction - INFO - Epoch [70][1700/3757] lr: 8.312e-02, eta: 6 days, 19:56:29, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5930, loss_cls: 2.9829, loss: 2.9829, grad_norm: 2.3068 2020-07-26 08:54:15,318 - mmaction - INFO - Epoch [70][1720/3757] lr: 8.312e-02, eta: 6 days, 19:56:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5945, loss_cls: 3.0668, loss: 3.0668, grad_norm: 2.3287 2020-07-26 08:54:31,189 - mmaction - INFO - Epoch [70][1740/3757] lr: 8.312e-02, eta: 6 days, 19:55:46, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6133, loss_cls: 2.9445, loss: 2.9445, grad_norm: 2.3297 2020-07-26 08:54:46,974 - mmaction - INFO - Epoch [70][1760/3757] lr: 8.312e-02, eta: 6 days, 19:55:24, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6094, loss_cls: 2.9803, loss: 2.9803, grad_norm: 2.3722 2020-07-26 08:55:03,208 - mmaction - INFO - Epoch [70][1780/3757] lr: 8.312e-02, eta: 6 days, 19:55:05, time: 0.812, data_time: 0.019, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5859, loss_cls: 3.0913, loss: 3.0913, grad_norm: 2.3647 2020-07-26 08:55:18,939 - mmaction - INFO - Epoch [70][1800/3757] lr: 8.312e-02, eta: 6 days, 19:54:43, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5992, loss_cls: 3.0285, loss: 3.0285, grad_norm: 2.3668 2020-07-26 08:55:34,721 - mmaction - INFO - Epoch [70][1820/3757] lr: 8.312e-02, eta: 6 days, 19:54:21, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5859, loss_cls: 3.1172, loss: 3.1172, grad_norm: 2.3859 2020-07-26 08:55:50,469 - mmaction - INFO - Epoch [70][1840/3757] lr: 8.312e-02, eta: 6 days, 19:54:00, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6016, loss_cls: 3.0210, loss: 3.0210, grad_norm: 2.3936 2020-07-26 08:56:06,279 - mmaction - INFO - Epoch [70][1860/3757] lr: 8.312e-02, eta: 6 days, 19:53:38, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5648, loss_cls: 3.1339, loss: 3.1339, grad_norm: 2.4477 2020-07-26 08:56:22,057 - mmaction - INFO - Epoch [70][1880/3757] lr: 8.312e-02, eta: 6 days, 19:53:16, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.1269, loss: 3.1269, grad_norm: 2.3227 2020-07-26 08:56:38,257 - mmaction - INFO - Epoch [70][1900/3757] lr: 8.312e-02, eta: 6 days, 19:52:57, time: 0.810, data_time: 0.014, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5711, loss_cls: 3.0259, loss: 3.0259, grad_norm: 2.3134 2020-07-26 08:56:53,990 - mmaction - INFO - Epoch [70][1920/3757] lr: 8.312e-02, eta: 6 days, 19:52:35, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6125, loss_cls: 2.9928, loss: 2.9928, grad_norm: 2.3235 2020-07-26 08:57:09,830 - mmaction - INFO - Epoch [70][1940/3757] lr: 8.312e-02, eta: 6 days, 19:52:14, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5945, loss_cls: 3.0246, loss: 3.0246, grad_norm: 2.2794 2020-07-26 08:57:25,693 - mmaction - INFO - Epoch [70][1960/3757] lr: 8.312e-02, eta: 6 days, 19:51:52, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 3.0335, loss: 3.0335, grad_norm: 2.3565 2020-07-26 08:57:41,533 - mmaction - INFO - Epoch [70][1980/3757] lr: 8.312e-02, eta: 6 days, 19:51:31, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5641, loss_cls: 3.1428, loss: 3.1428, grad_norm: 2.4213 2020-07-26 08:57:57,353 - mmaction - INFO - Epoch [70][2000/3757] lr: 8.312e-02, eta: 6 days, 19:51:10, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5781, loss_cls: 3.1122, loss: 3.1122, grad_norm: 2.3373 2020-07-26 08:58:13,208 - mmaction - INFO - Epoch [70][2020/3757] lr: 8.312e-02, eta: 6 days, 19:50:48, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.6008, loss_cls: 3.1048, loss: 3.1048, grad_norm: 2.4102 2020-07-26 08:58:29,093 - mmaction - INFO - Epoch [70][2040/3757] lr: 8.312e-02, eta: 6 days, 19:50:27, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5922, loss_cls: 3.1111, loss: 3.1111, grad_norm: 2.3476 2020-07-26 08:58:44,865 - mmaction - INFO - Epoch [70][2060/3757] lr: 8.312e-02, eta: 6 days, 19:50:06, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5828, loss_cls: 3.0758, loss: 3.0758, grad_norm: 2.3429 2020-07-26 08:59:00,621 - mmaction - INFO - Epoch [70][2080/3757] lr: 8.312e-02, eta: 6 days, 19:49:44, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5953, loss_cls: 3.0578, loss: 3.0578, grad_norm: 2.3414 2020-07-26 08:59:16,424 - mmaction - INFO - Epoch [70][2100/3757] lr: 8.312e-02, eta: 6 days, 19:49:22, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5898, loss_cls: 3.0560, loss: 3.0560, grad_norm: 2.3431 2020-07-26 08:59:32,188 - mmaction - INFO - Epoch [70][2120/3757] lr: 8.312e-02, eta: 6 days, 19:49:01, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5945, loss_cls: 3.0408, loss: 3.0408, grad_norm: 2.3084 2020-07-26 08:59:47,973 - mmaction - INFO - Epoch [70][2140/3757] lr: 8.312e-02, eta: 6 days, 19:48:39, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5891, loss_cls: 3.0144, loss: 3.0144, grad_norm: 2.2958 2020-07-26 09:00:09,277 - mmaction - INFO - Epoch [70][2160/3757] lr: 8.312e-02, eta: 6 days, 19:48:41, time: 1.055, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5633, loss_cls: 3.1772, loss: 3.1772, grad_norm: 2.4342 2020-07-26 09:00:25,591 - mmaction - INFO - Epoch [70][2180/3757] lr: 8.312e-02, eta: 6 days, 19:48:23, time: 0.826, data_time: 0.016, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5773, loss_cls: 3.0431, loss: 3.0431, grad_norm: 2.2838 2020-07-26 09:00:41,348 - mmaction - INFO - Epoch [70][2200/3757] lr: 8.312e-02, eta: 6 days, 19:48:01, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5828, loss_cls: 3.0020, loss: 3.0020, grad_norm: 2.3928 2020-07-26 09:00:57,141 - mmaction - INFO - Epoch [70][2220/3757] lr: 8.312e-02, eta: 6 days, 19:47:40, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5805, loss_cls: 3.0279, loss: 3.0279, grad_norm: 2.3528 2020-07-26 09:01:12,900 - mmaction - INFO - Epoch [70][2240/3757] lr: 8.312e-02, eta: 6 days, 19:47:18, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6055, loss_cls: 3.0255, loss: 3.0255, grad_norm: 2.3342 2020-07-26 09:01:28,652 - mmaction - INFO - Epoch [70][2260/3757] lr: 8.312e-02, eta: 6 days, 19:46:57, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3000, top5_acc: 0.5648, loss_cls: 3.2046, loss: 3.2046, grad_norm: 2.3930 2020-07-26 09:01:44,437 - mmaction - INFO - Epoch [70][2280/3757] lr: 8.312e-02, eta: 6 days, 19:46:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5891, loss_cls: 3.0475, loss: 3.0475, grad_norm: 2.3108 2020-07-26 09:02:00,234 - mmaction - INFO - Epoch [70][2300/3757] lr: 8.312e-02, eta: 6 days, 19:46:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5938, loss_cls: 3.1003, loss: 3.1003, grad_norm: 2.3749 2020-07-26 09:02:16,095 - mmaction - INFO - Epoch [70][2320/3757] lr: 8.312e-02, eta: 6 days, 19:45:52, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.6008, loss_cls: 3.0364, loss: 3.0364, grad_norm: 2.3691 2020-07-26 09:02:31,864 - mmaction - INFO - Epoch [70][2340/3757] lr: 8.312e-02, eta: 6 days, 19:45:31, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6148, loss_cls: 2.9201, loss: 2.9201, grad_norm: 2.3296 2020-07-26 09:02:47,651 - mmaction - INFO - Epoch [70][2360/3757] lr: 8.312e-02, eta: 6 days, 19:45:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5711, loss_cls: 3.0669, loss: 3.0669, grad_norm: 2.3538 2020-07-26 09:03:03,468 - mmaction - INFO - Epoch [70][2380/3757] lr: 8.312e-02, eta: 6 days, 19:44:48, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5789, loss_cls: 3.1203, loss: 3.1203, grad_norm: 2.3681 2020-07-26 09:03:19,279 - mmaction - INFO - Epoch [70][2400/3757] lr: 8.312e-02, eta: 6 days, 19:44:26, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5914, loss_cls: 3.0250, loss: 3.0250, grad_norm: 2.3800 2020-07-26 09:03:35,102 - mmaction - INFO - Epoch [70][2420/3757] lr: 8.312e-02, eta: 6 days, 19:44:05, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5695, loss_cls: 3.1435, loss: 3.1435, grad_norm: 2.2974 2020-07-26 09:03:50,919 - mmaction - INFO - Epoch [70][2440/3757] lr: 8.312e-02, eta: 6 days, 19:43:43, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5719, loss_cls: 3.0796, loss: 3.0796, grad_norm: 2.3300 2020-07-26 09:04:06,808 - mmaction - INFO - Epoch [70][2460/3757] lr: 8.312e-02, eta: 6 days, 19:43:22, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5742, loss_cls: 3.1411, loss: 3.1411, grad_norm: 2.3584 2020-07-26 09:04:23,062 - mmaction - INFO - Epoch [70][2480/3757] lr: 8.312e-02, eta: 6 days, 19:43:03, time: 0.813, data_time: 0.028, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6039, loss_cls: 3.0007, loss: 3.0007, grad_norm: 2.2807 2020-07-26 09:04:38,903 - mmaction - INFO - Epoch [70][2500/3757] lr: 8.312e-02, eta: 6 days, 19:42:41, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5773, loss_cls: 3.1316, loss: 3.1316, grad_norm: 2.3360 2020-07-26 09:04:54,653 - mmaction - INFO - Epoch [70][2520/3757] lr: 8.312e-02, eta: 6 days, 19:42:20, time: 0.790, data_time: 0.006, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6180, loss_cls: 2.9448, loss: 2.9448, grad_norm: 2.3572 2020-07-26 09:05:10,528 - mmaction - INFO - Epoch [70][2540/3757] lr: 8.312e-02, eta: 6 days, 19:41:59, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5906, loss_cls: 3.0434, loss: 3.0434, grad_norm: 2.3382 2020-07-26 09:05:26,763 - mmaction - INFO - Epoch [70][2560/3757] lr: 8.312e-02, eta: 6 days, 19:41:39, time: 0.812, data_time: 0.023, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5945, loss_cls: 2.9956, loss: 2.9956, grad_norm: 2.3940 2020-07-26 09:05:42,949 - mmaction - INFO - Epoch [70][2580/3757] lr: 8.312e-02, eta: 6 days, 19:41:19, time: 0.809, data_time: 0.017, memory: 6196, top1_acc: 0.3266, top5_acc: 0.6023, loss_cls: 3.0516, loss: 3.0516, grad_norm: 2.3429 2020-07-26 09:05:59,235 - mmaction - INFO - Epoch [70][2600/3757] lr: 8.312e-02, eta: 6 days, 19:41:00, time: 0.814, data_time: 0.025, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5820, loss_cls: 3.0208, loss: 3.0208, grad_norm: 2.3988 2020-07-26 09:06:15,388 - mmaction - INFO - Epoch [70][2620/3757] lr: 8.312e-02, eta: 6 days, 19:40:40, time: 0.807, data_time: 0.018, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5781, loss_cls: 3.0598, loss: 3.0598, grad_norm: 2.3220 2020-07-26 09:06:31,169 - mmaction - INFO - Epoch [70][2640/3757] lr: 8.312e-02, eta: 6 days, 19:40:19, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5828, loss_cls: 3.0404, loss: 3.0404, grad_norm: 2.3204 2020-07-26 09:06:46,973 - mmaction - INFO - Epoch [70][2660/3757] lr: 8.312e-02, eta: 6 days, 19:39:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.9514, loss: 2.9514, grad_norm: 2.3225 2020-07-26 09:07:07,726 - mmaction - INFO - Epoch [70][2680/3757] lr: 8.312e-02, eta: 6 days, 19:39:58, time: 1.038, data_time: 0.236, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6086, loss_cls: 2.9615, loss: 2.9615, grad_norm: 2.3637 2020-07-26 09:07:27,820 - mmaction - INFO - Epoch [70][2700/3757] lr: 8.312e-02, eta: 6 days, 19:39:56, time: 1.004, data_time: 0.168, memory: 6196, top1_acc: 0.3594, top5_acc: 0.5961, loss_cls: 2.9294, loss: 2.9294, grad_norm: 2.3446 2020-07-26 09:07:47,407 - mmaction - INFO - Epoch [70][2720/3757] lr: 8.312e-02, eta: 6 days, 19:39:51, time: 0.980, data_time: 0.192, memory: 6196, top1_acc: 0.3180, top5_acc: 0.6086, loss_cls: 2.9965, loss: 2.9965, grad_norm: 2.4130 2020-07-26 09:08:03,190 - mmaction - INFO - Epoch [70][2740/3757] lr: 8.312e-02, eta: 6 days, 19:39:29, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5602, loss_cls: 3.1140, loss: 3.1140, grad_norm: 2.4041 2020-07-26 09:08:24,033 - mmaction - INFO - Epoch [70][2760/3757] lr: 8.312e-02, eta: 6 days, 19:39:31, time: 1.043, data_time: 0.249, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6102, loss_cls: 3.0796, loss: 3.0796, grad_norm: 2.3997 2020-07-26 09:08:40,205 - mmaction - INFO - Epoch [70][2780/3757] lr: 8.312e-02, eta: 6 days, 19:39:11, time: 0.809, data_time: 0.017, memory: 6196, top1_acc: 0.3586, top5_acc: 0.5930, loss_cls: 2.9693, loss: 2.9693, grad_norm: 2.3050 2020-07-26 09:08:56,445 - mmaction - INFO - Epoch [70][2800/3757] lr: 8.312e-02, eta: 6 days, 19:38:51, time: 0.811, data_time: 0.023, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5789, loss_cls: 3.0432, loss: 3.0432, grad_norm: 2.3507 2020-07-26 09:09:12,583 - mmaction - INFO - Epoch [70][2820/3757] lr: 8.312e-02, eta: 6 days, 19:38:31, time: 0.807, data_time: 0.014, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5766, loss_cls: 3.1312, loss: 3.1312, grad_norm: 2.3656 2020-07-26 09:09:28,425 - mmaction - INFO - Epoch [70][2840/3757] lr: 8.312e-02, eta: 6 days, 19:38:10, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5898, loss_cls: 3.0380, loss: 3.0380, grad_norm: 2.3654 2020-07-26 09:09:44,531 - mmaction - INFO - Epoch [70][2860/3757] lr: 8.312e-02, eta: 6 days, 19:37:50, time: 0.806, data_time: 0.017, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5813, loss_cls: 3.0723, loss: 3.0723, grad_norm: 2.2996 2020-07-26 09:10:09,151 - mmaction - INFO - Epoch [70][2880/3757] lr: 8.312e-02, eta: 6 days, 19:38:08, time: 1.231, data_time: 0.231, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5938, loss_cls: 2.9608, loss: 2.9608, grad_norm: 2.3560 2020-07-26 09:10:29,937 - mmaction - INFO - Epoch [70][2900/3757] lr: 8.312e-02, eta: 6 days, 19:38:08, time: 1.039, data_time: 0.099, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5609, loss_cls: 3.1384, loss: 3.1384, grad_norm: 2.3469 2020-07-26 09:10:47,707 - mmaction - INFO - Epoch [70][2920/3757] lr: 8.312e-02, eta: 6 days, 19:37:56, time: 0.888, data_time: 0.098, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5852, loss_cls: 3.1110, loss: 3.1110, grad_norm: 2.3221 2020-07-26 09:11:03,518 - mmaction - INFO - Epoch [70][2940/3757] lr: 8.312e-02, eta: 6 days, 19:37:34, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5789, loss_cls: 3.0892, loss: 3.0892, grad_norm: 2.3809 2020-07-26 09:11:23,815 - mmaction - INFO - Epoch [70][2960/3757] lr: 8.312e-02, eta: 6 days, 19:37:33, time: 1.015, data_time: 0.152, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6008, loss_cls: 2.9576, loss: 2.9576, grad_norm: 2.3579 2020-07-26 09:11:40,054 - mmaction - INFO - Epoch [70][2980/3757] lr: 8.312e-02, eta: 6 days, 19:37:13, time: 0.812, data_time: 0.023, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5734, loss_cls: 3.1200, loss: 3.1200, grad_norm: 2.3862 2020-07-26 09:11:56,304 - mmaction - INFO - Epoch [70][3000/3757] lr: 8.312e-02, eta: 6 days, 19:36:54, time: 0.812, data_time: 0.023, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5875, loss_cls: 3.1402, loss: 3.1402, grad_norm: 2.2503 2020-07-26 09:12:12,397 - mmaction - INFO - Epoch [70][3020/3757] lr: 8.312e-02, eta: 6 days, 19:36:34, time: 0.805, data_time: 0.014, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5930, loss_cls: 3.0228, loss: 3.0228, grad_norm: 2.2811 2020-07-26 09:12:28,190 - mmaction - INFO - Epoch [70][3040/3757] lr: 8.312e-02, eta: 6 days, 19:36:12, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6039, loss_cls: 2.9731, loss: 2.9731, grad_norm: 2.2657 2020-07-26 09:12:44,067 - mmaction - INFO - Epoch [70][3060/3757] lr: 8.312e-02, eta: 6 days, 19:35:51, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5781, loss_cls: 3.0704, loss: 3.0704, grad_norm: 2.3327 2020-07-26 09:12:59,944 - mmaction - INFO - Epoch [70][3080/3757] lr: 8.312e-02, eta: 6 days, 19:35:30, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6078, loss_cls: 2.9461, loss: 2.9461, grad_norm: 2.3783 2020-07-26 09:13:15,621 - mmaction - INFO - Epoch [70][3100/3757] lr: 8.312e-02, eta: 6 days, 19:35:08, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5750, loss_cls: 3.0685, loss: 3.0685, grad_norm: 2.3849 2020-07-26 09:13:31,494 - mmaction - INFO - Epoch [70][3120/3757] lr: 8.312e-02, eta: 6 days, 19:34:47, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.6000, loss_cls: 3.0214, loss: 3.0214, grad_norm: 2.4310 2020-07-26 09:13:47,283 - mmaction - INFO - Epoch [70][3140/3757] lr: 8.312e-02, eta: 6 days, 19:34:25, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5695, loss_cls: 3.1520, loss: 3.1520, grad_norm: 2.4228 2020-07-26 09:14:03,052 - mmaction - INFO - Epoch [70][3160/3757] lr: 8.312e-02, eta: 6 days, 19:34:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5789, loss_cls: 3.0900, loss: 3.0900, grad_norm: 2.3541 2020-07-26 09:14:18,713 - mmaction - INFO - Epoch [70][3180/3757] lr: 8.312e-02, eta: 6 days, 19:33:42, time: 0.782, data_time: 0.001, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5922, loss_cls: 3.0695, loss: 3.0695, grad_norm: 2.3401 2020-07-26 09:14:34,592 - mmaction - INFO - Epoch [70][3200/3757] lr: 8.312e-02, eta: 6 days, 19:33:21, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5930, loss_cls: 3.0480, loss: 3.0480, grad_norm: 2.2823 2020-07-26 09:14:50,394 - mmaction - INFO - Epoch [70][3220/3757] lr: 8.312e-02, eta: 6 days, 19:32:59, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5969, loss_cls: 3.0477, loss: 3.0477, grad_norm: 2.3146 2020-07-26 09:15:06,218 - mmaction - INFO - Epoch [70][3240/3757] lr: 8.312e-02, eta: 6 days, 19:32:38, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5938, loss_cls: 3.0342, loss: 3.0342, grad_norm: 2.3474 2020-07-26 09:15:22,217 - mmaction - INFO - Epoch [70][3260/3757] lr: 8.312e-02, eta: 6 days, 19:32:17, time: 0.799, data_time: 0.013, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5852, loss_cls: 3.0356, loss: 3.0356, grad_norm: 2.2698 2020-07-26 09:15:37,984 - mmaction - INFO - Epoch [70][3280/3757] lr: 8.312e-02, eta: 6 days, 19:31:56, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5867, loss_cls: 3.0944, loss: 3.0944, grad_norm: 2.3463 2020-07-26 09:15:53,715 - mmaction - INFO - Epoch [70][3300/3757] lr: 8.312e-02, eta: 6 days, 19:31:34, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5875, loss_cls: 3.0524, loss: 3.0524, grad_norm: 2.3556 2020-07-26 09:16:09,480 - mmaction - INFO - Epoch [70][3320/3757] lr: 8.312e-02, eta: 6 days, 19:31:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5766, loss_cls: 3.0945, loss: 3.0945, grad_norm: 2.3695 2020-07-26 09:16:25,349 - mmaction - INFO - Epoch [70][3340/3757] lr: 8.312e-02, eta: 6 days, 19:30:51, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5820, loss_cls: 3.0567, loss: 3.0567, grad_norm: 2.3039 2020-07-26 09:16:41,171 - mmaction - INFO - Epoch [70][3360/3757] lr: 8.312e-02, eta: 6 days, 19:30:30, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5969, loss_cls: 3.0203, loss: 3.0203, grad_norm: 2.2771 2020-07-26 09:16:57,413 - mmaction - INFO - Epoch [70][3380/3757] lr: 8.312e-02, eta: 6 days, 19:30:10, time: 0.811, data_time: 0.015, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5797, loss_cls: 3.0549, loss: 3.0549, grad_norm: 2.3856 2020-07-26 09:17:13,103 - mmaction - INFO - Epoch [70][3400/3757] lr: 8.312e-02, eta: 6 days, 19:29:48, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5766, loss_cls: 3.0437, loss: 3.0437, grad_norm: 2.3513 2020-07-26 09:17:28,806 - mmaction - INFO - Epoch [70][3420/3757] lr: 8.312e-02, eta: 6 days, 19:29:27, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5758, loss_cls: 3.1408, loss: 3.1408, grad_norm: 2.4078 2020-07-26 09:17:44,547 - mmaction - INFO - Epoch [70][3440/3757] lr: 8.312e-02, eta: 6 days, 19:29:05, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 3.0276, loss: 3.0276, grad_norm: 2.3546 2020-07-26 09:18:00,333 - mmaction - INFO - Epoch [70][3460/3757] lr: 8.312e-02, eta: 6 days, 19:28:43, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6156, loss_cls: 2.9296, loss: 2.9296, grad_norm: 2.3758 2020-07-26 09:18:16,191 - mmaction - INFO - Epoch [70][3480/3757] lr: 8.312e-02, eta: 6 days, 19:28:22, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5742, loss_cls: 3.0868, loss: 3.0868, grad_norm: 2.4273 2020-07-26 09:18:32,176 - mmaction - INFO - Epoch [70][3500/3757] lr: 8.312e-02, eta: 6 days, 19:28:01, time: 0.799, data_time: 0.017, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5859, loss_cls: 3.1034, loss: 3.1034, grad_norm: 2.3311 2020-07-26 09:18:47,976 - mmaction - INFO - Epoch [70][3520/3757] lr: 8.312e-02, eta: 6 days, 19:27:40, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5781, loss_cls: 3.0258, loss: 3.0258, grad_norm: 2.3632 2020-07-26 09:19:03,753 - mmaction - INFO - Epoch [70][3540/3757] lr: 8.312e-02, eta: 6 days, 19:27:19, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5820, loss_cls: 3.0415, loss: 3.0415, grad_norm: 2.3838 2020-07-26 09:19:19,538 - mmaction - INFO - Epoch [70][3560/3757] lr: 8.312e-02, eta: 6 days, 19:26:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5602, loss_cls: 3.1341, loss: 3.1341, grad_norm: 2.2824 2020-07-26 09:19:35,317 - mmaction - INFO - Epoch [70][3580/3757] lr: 8.312e-02, eta: 6 days, 19:26:36, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5906, loss_cls: 3.0642, loss: 3.0642, grad_norm: 2.2998 2020-07-26 09:19:51,167 - mmaction - INFO - Epoch [70][3600/3757] lr: 8.312e-02, eta: 6 days, 19:26:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5820, loss_cls: 3.0351, loss: 3.0351, grad_norm: 2.3228 2020-07-26 09:20:07,009 - mmaction - INFO - Epoch [70][3620/3757] lr: 8.312e-02, eta: 6 days, 19:25:53, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5875, loss_cls: 3.0405, loss: 3.0405, grad_norm: 2.3300 2020-07-26 09:20:22,791 - mmaction - INFO - Epoch [70][3640/3757] lr: 8.312e-02, eta: 6 days, 19:25:32, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5875, loss_cls: 3.1132, loss: 3.1132, grad_norm: 2.3499 2020-07-26 09:20:38,697 - mmaction - INFO - Epoch [70][3660/3757] lr: 8.312e-02, eta: 6 days, 19:25:11, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5844, loss_cls: 3.0580, loss: 3.0580, grad_norm: 2.2857 2020-07-26 09:20:54,545 - mmaction - INFO - Epoch [70][3680/3757] lr: 8.312e-02, eta: 6 days, 19:24:49, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5984, loss_cls: 2.9957, loss: 2.9957, grad_norm: 2.3228 2020-07-26 09:21:10,288 - mmaction - INFO - Epoch [70][3700/3757] lr: 8.312e-02, eta: 6 days, 19:24:28, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5969, loss_cls: 3.0382, loss: 3.0382, grad_norm: 2.3160 2020-07-26 09:21:26,079 - mmaction - INFO - Epoch [70][3720/3757] lr: 8.312e-02, eta: 6 days, 19:24:06, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6141, loss_cls: 2.9450, loss: 2.9450, grad_norm: 2.2586 2020-07-26 09:21:42,000 - mmaction - INFO - Epoch [70][3740/3757] lr: 8.312e-02, eta: 6 days, 19:23:45, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5945, loss_cls: 2.9655, loss: 2.9655, grad_norm: 2.3394 2020-07-26 09:25:07,128 - mmaction - INFO - Epoch [71][20/3757] lr: 8.266e-02, eta: 6 days, 19:34:34, time: 9.238, data_time: 8.360, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6008, loss_cls: 2.9595, loss: 2.9595, grad_norm: 2.3318 2020-07-26 09:25:22,932 - mmaction - INFO - Epoch [71][40/3757] lr: 8.266e-02, eta: 6 days, 19:34:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6062, loss_cls: 2.9552, loss: 2.9552, grad_norm: 2.4111 2020-07-26 09:25:38,770 - mmaction - INFO - Epoch [71][60/3757] lr: 8.266e-02, eta: 6 days, 19:33:51, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6055, loss_cls: 3.0060, loss: 3.0060, grad_norm: 2.3187 2020-07-26 09:25:54,672 - mmaction - INFO - Epoch [71][80/3757] lr: 8.266e-02, eta: 6 days, 19:33:30, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5867, loss_cls: 3.0934, loss: 3.0934, grad_norm: 2.3576 2020-07-26 09:26:10,507 - mmaction - INFO - Epoch [71][100/3757] lr: 8.266e-02, eta: 6 days, 19:33:09, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5859, loss_cls: 3.0157, loss: 3.0157, grad_norm: 2.4127 2020-07-26 09:26:26,363 - mmaction - INFO - Epoch [71][120/3757] lr: 8.266e-02, eta: 6 days, 19:32:48, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5875, loss_cls: 3.0736, loss: 3.0736, grad_norm: 2.3364 2020-07-26 09:26:42,231 - mmaction - INFO - Epoch [71][140/3757] lr: 8.266e-02, eta: 6 days, 19:32:26, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 3.0175, loss: 3.0175, grad_norm: 2.2753 2020-07-26 09:26:58,055 - mmaction - INFO - Epoch [71][160/3757] lr: 8.266e-02, eta: 6 days, 19:32:05, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5922, loss_cls: 3.0334, loss: 3.0334, grad_norm: 2.4168 2020-07-26 09:27:13,815 - mmaction - INFO - Epoch [71][180/3757] lr: 8.266e-02, eta: 6 days, 19:31:43, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5867, loss_cls: 3.1276, loss: 3.1276, grad_norm: 2.3695 2020-07-26 09:27:29,618 - mmaction - INFO - Epoch [71][200/3757] lr: 8.266e-02, eta: 6 days, 19:31:22, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6102, loss_cls: 2.9653, loss: 2.9653, grad_norm: 2.2923 2020-07-26 09:27:45,500 - mmaction - INFO - Epoch [71][220/3757] lr: 8.266e-02, eta: 6 days, 19:31:01, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5875, loss_cls: 3.0073, loss: 3.0073, grad_norm: 2.3068 2020-07-26 09:28:01,299 - mmaction - INFO - Epoch [71][240/3757] lr: 8.266e-02, eta: 6 days, 19:30:39, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5938, loss_cls: 3.0301, loss: 3.0301, grad_norm: 2.3708 2020-07-26 09:28:17,122 - mmaction - INFO - Epoch [71][260/3757] lr: 8.266e-02, eta: 6 days, 19:30:18, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6016, loss_cls: 2.9624, loss: 2.9624, grad_norm: 2.3683 2020-07-26 09:28:33,469 - mmaction - INFO - Epoch [71][280/3757] lr: 8.266e-02, eta: 6 days, 19:29:59, time: 0.817, data_time: 0.019, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 3.0058, loss: 3.0058, grad_norm: 2.3612 2020-07-26 09:28:49,315 - mmaction - INFO - Epoch [71][300/3757] lr: 8.266e-02, eta: 6 days, 19:29:37, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5898, loss_cls: 3.0360, loss: 3.0360, grad_norm: 2.3685 2020-07-26 09:29:05,174 - mmaction - INFO - Epoch [71][320/3757] lr: 8.266e-02, eta: 6 days, 19:29:16, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5680, loss_cls: 3.0796, loss: 3.0796, grad_norm: 2.3949 2020-07-26 09:29:20,959 - mmaction - INFO - Epoch [71][340/3757] lr: 8.266e-02, eta: 6 days, 19:28:55, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5891, loss_cls: 3.1150, loss: 3.1150, grad_norm: 2.4429 2020-07-26 09:29:36,844 - mmaction - INFO - Epoch [71][360/3757] lr: 8.266e-02, eta: 6 days, 19:28:33, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5969, loss_cls: 2.9119, loss: 2.9119, grad_norm: 2.3120 2020-07-26 09:29:52,669 - mmaction - INFO - Epoch [71][380/3757] lr: 8.266e-02, eta: 6 days, 19:28:12, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5953, loss_cls: 3.0350, loss: 3.0350, grad_norm: 2.3531 2020-07-26 09:30:08,810 - mmaction - INFO - Epoch [71][400/3757] lr: 8.266e-02, eta: 6 days, 19:27:52, time: 0.807, data_time: 0.017, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5922, loss_cls: 3.0443, loss: 3.0443, grad_norm: 2.3588 2020-07-26 09:30:24,791 - mmaction - INFO - Epoch [71][420/3757] lr: 8.266e-02, eta: 6 days, 19:27:31, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6031, loss_cls: 2.9466, loss: 2.9466, grad_norm: 2.2677 2020-07-26 09:30:40,626 - mmaction - INFO - Epoch [71][440/3757] lr: 8.266e-02, eta: 6 days, 19:27:10, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5852, loss_cls: 3.0406, loss: 3.0406, grad_norm: 2.3917 2020-07-26 09:30:56,364 - mmaction - INFO - Epoch [71][460/3757] lr: 8.266e-02, eta: 6 days, 19:26:48, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5922, loss_cls: 3.0016, loss: 3.0016, grad_norm: 2.3733 2020-07-26 09:31:12,186 - mmaction - INFO - Epoch [71][480/3757] lr: 8.266e-02, eta: 6 days, 19:26:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5891, loss_cls: 3.0170, loss: 3.0170, grad_norm: 2.3338 2020-07-26 09:31:27,968 - mmaction - INFO - Epoch [71][500/3757] lr: 8.266e-02, eta: 6 days, 19:26:05, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5945, loss_cls: 2.9600, loss: 2.9600, grad_norm: 2.3690 2020-07-26 09:31:43,733 - mmaction - INFO - Epoch [71][520/3757] lr: 8.266e-02, eta: 6 days, 19:25:44, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5617, loss_cls: 3.1300, loss: 3.1300, grad_norm: 2.3488 2020-07-26 09:31:59,464 - mmaction - INFO - Epoch [71][540/3757] lr: 8.266e-02, eta: 6 days, 19:25:22, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5906, loss_cls: 3.0345, loss: 3.0345, grad_norm: 2.3519 2020-07-26 09:32:15,288 - mmaction - INFO - Epoch [71][560/3757] lr: 8.266e-02, eta: 6 days, 19:25:00, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5992, loss_cls: 2.9817, loss: 2.9817, grad_norm: 2.3413 2020-07-26 09:32:31,111 - mmaction - INFO - Epoch [71][580/3757] lr: 8.266e-02, eta: 6 days, 19:24:39, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5813, loss_cls: 3.0723, loss: 3.0723, grad_norm: 2.3494 2020-07-26 09:32:46,869 - mmaction - INFO - Epoch [71][600/3757] lr: 8.266e-02, eta: 6 days, 19:24:18, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 3.0236, loss: 3.0236, grad_norm: 2.3031 2020-07-26 09:33:02,703 - mmaction - INFO - Epoch [71][620/3757] lr: 8.266e-02, eta: 6 days, 19:23:56, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5844, loss_cls: 3.0470, loss: 3.0470, grad_norm: 2.3686 2020-07-26 09:33:18,534 - mmaction - INFO - Epoch [71][640/3757] lr: 8.266e-02, eta: 6 days, 19:23:35, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6172, loss_cls: 2.9170, loss: 2.9170, grad_norm: 2.3519 2020-07-26 09:33:34,340 - mmaction - INFO - Epoch [71][660/3757] lr: 8.266e-02, eta: 6 days, 19:23:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5875, loss_cls: 3.0452, loss: 3.0452, grad_norm: 2.3483 2020-07-26 09:33:50,075 - mmaction - INFO - Epoch [71][680/3757] lr: 8.266e-02, eta: 6 days, 19:22:52, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5883, loss_cls: 3.0481, loss: 3.0481, grad_norm: 2.3958 2020-07-26 09:34:05,817 - mmaction - INFO - Epoch [71][700/3757] lr: 8.266e-02, eta: 6 days, 19:22:30, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5891, loss_cls: 3.0837, loss: 3.0837, grad_norm: 2.3918 2020-07-26 09:34:21,588 - mmaction - INFO - Epoch [71][720/3757] lr: 8.266e-02, eta: 6 days, 19:22:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5773, loss_cls: 3.0909, loss: 3.0909, grad_norm: 2.3744 2020-07-26 09:34:37,351 - mmaction - INFO - Epoch [71][740/3757] lr: 8.266e-02, eta: 6 days, 19:21:47, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6109, loss_cls: 2.9287, loss: 2.9287, grad_norm: 2.3072 2020-07-26 09:34:53,116 - mmaction - INFO - Epoch [71][760/3757] lr: 8.266e-02, eta: 6 days, 19:21:25, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6102, loss_cls: 2.9870, loss: 2.9870, grad_norm: 2.3122 2020-07-26 09:35:08,933 - mmaction - INFO - Epoch [71][780/3757] lr: 8.266e-02, eta: 6 days, 19:21:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5750, loss_cls: 3.1149, loss: 3.1149, grad_norm: 2.3307 2020-07-26 09:35:24,805 - mmaction - INFO - Epoch [71][800/3757] lr: 8.266e-02, eta: 6 days, 19:20:42, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5906, loss_cls: 3.0475, loss: 3.0475, grad_norm: 2.3684 2020-07-26 09:35:40,574 - mmaction - INFO - Epoch [71][820/3757] lr: 8.266e-02, eta: 6 days, 19:20:21, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6023, loss_cls: 2.9605, loss: 2.9605, grad_norm: 2.3640 2020-07-26 09:36:01,937 - mmaction - INFO - Epoch [71][840/3757] lr: 8.266e-02, eta: 6 days, 19:20:24, time: 1.067, data_time: 0.241, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5945, loss_cls: 3.0573, loss: 3.0573, grad_norm: 2.4404 2020-07-26 09:36:21,422 - mmaction - INFO - Epoch [71][860/3757] lr: 8.266e-02, eta: 6 days, 19:20:19, time: 0.976, data_time: 0.135, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6055, loss_cls: 2.9517, loss: 2.9517, grad_norm: 2.3565 2020-07-26 09:36:42,180 - mmaction - INFO - Epoch [71][880/3757] lr: 8.266e-02, eta: 6 days, 19:20:19, time: 1.038, data_time: 0.235, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5883, loss_cls: 3.0344, loss: 3.0344, grad_norm: 2.3526 2020-07-26 09:36:58,060 - mmaction - INFO - Epoch [71][900/3757] lr: 8.266e-02, eta: 6 days, 19:19:58, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5813, loss_cls: 3.1294, loss: 3.1294, grad_norm: 2.3920 2020-07-26 09:37:13,698 - mmaction - INFO - Epoch [71][920/3757] lr: 8.266e-02, eta: 6 days, 19:19:36, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5953, loss_cls: 3.0086, loss: 3.0086, grad_norm: 2.3145 2020-07-26 09:37:29,821 - mmaction - INFO - Epoch [71][940/3757] lr: 8.266e-02, eta: 6 days, 19:19:16, time: 0.805, data_time: 0.015, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5984, loss_cls: 3.0430, loss: 3.0430, grad_norm: 2.3512 2020-07-26 09:37:45,948 - mmaction - INFO - Epoch [71][960/3757] lr: 8.266e-02, eta: 6 days, 19:18:56, time: 0.807, data_time: 0.022, memory: 6196, top1_acc: 0.3008, top5_acc: 0.5766, loss_cls: 3.1738, loss: 3.1738, grad_norm: 2.3882 2020-07-26 09:38:02,015 - mmaction - INFO - Epoch [71][980/3757] lr: 8.266e-02, eta: 6 days, 19:18:35, time: 0.803, data_time: 0.014, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5883, loss_cls: 3.0103, loss: 3.0103, grad_norm: 2.3223 2020-07-26 09:38:17,868 - mmaction - INFO - Epoch [71][1000/3757] lr: 8.266e-02, eta: 6 days, 19:18:14, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5984, loss_cls: 2.9820, loss: 2.9820, grad_norm: 2.3604 2020-07-26 09:38:33,683 - mmaction - INFO - Epoch [71][1020/3757] lr: 8.266e-02, eta: 6 days, 19:17:53, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6078, loss_cls: 2.9144, loss: 2.9144, grad_norm: 2.3536 2020-07-26 09:38:54,512 - mmaction - INFO - Epoch [71][1040/3757] lr: 8.266e-02, eta: 6 days, 19:17:53, time: 1.042, data_time: 0.251, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5727, loss_cls: 3.1305, loss: 3.1305, grad_norm: 2.4003 2020-07-26 09:39:14,099 - mmaction - INFO - Epoch [71][1060/3757] lr: 8.266e-02, eta: 6 days, 19:17:48, time: 0.980, data_time: 0.152, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6016, loss_cls: 2.9657, loss: 2.9657, grad_norm: 2.3617 2020-07-26 09:39:34,887 - mmaction - INFO - Epoch [71][1080/3757] lr: 8.266e-02, eta: 6 days, 19:17:49, time: 1.039, data_time: 0.211, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5953, loss_cls: 3.0055, loss: 3.0055, grad_norm: 2.2925 2020-07-26 09:39:50,741 - mmaction - INFO - Epoch [71][1100/3757] lr: 8.266e-02, eta: 6 days, 19:17:28, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5906, loss_cls: 3.0176, loss: 3.0176, grad_norm: 2.3425 2020-07-26 09:40:06,730 - mmaction - INFO - Epoch [71][1120/3757] lr: 8.266e-02, eta: 6 days, 19:17:07, time: 0.801, data_time: 0.005, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5945, loss_cls: 3.0430, loss: 3.0430, grad_norm: 2.3851 2020-07-26 09:40:22,538 - mmaction - INFO - Epoch [71][1140/3757] lr: 8.266e-02, eta: 6 days, 19:16:46, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5867, loss_cls: 3.0345, loss: 3.0345, grad_norm: 2.4498 2020-07-26 09:40:38,657 - mmaction - INFO - Epoch [71][1160/3757] lr: 8.266e-02, eta: 6 days, 19:16:26, time: 0.806, data_time: 0.019, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5961, loss_cls: 2.9870, loss: 2.9870, grad_norm: 2.4046 2020-07-26 09:40:54,889 - mmaction - INFO - Epoch [71][1180/3757] lr: 8.266e-02, eta: 6 days, 19:16:06, time: 0.811, data_time: 0.025, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6008, loss_cls: 3.0280, loss: 3.0280, grad_norm: 2.3578 2020-07-26 09:41:11,114 - mmaction - INFO - Epoch [71][1200/3757] lr: 8.266e-02, eta: 6 days, 19:15:46, time: 0.811, data_time: 0.023, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6016, loss_cls: 2.9888, loss: 2.9888, grad_norm: 2.3602 2020-07-26 09:41:26,884 - mmaction - INFO - Epoch [71][1220/3757] lr: 8.266e-02, eta: 6 days, 19:15:25, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5938, loss_cls: 3.0414, loss: 3.0414, grad_norm: 2.3885 2020-07-26 09:41:42,694 - mmaction - INFO - Epoch [71][1240/3757] lr: 8.266e-02, eta: 6 days, 19:15:03, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5828, loss_cls: 3.0548, loss: 3.0548, grad_norm: 2.3917 2020-07-26 09:41:58,543 - mmaction - INFO - Epoch [71][1260/3757] lr: 8.266e-02, eta: 6 days, 19:14:42, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6016, loss_cls: 2.9934, loss: 2.9934, grad_norm: 2.4045 2020-07-26 09:42:14,401 - mmaction - INFO - Epoch [71][1280/3757] lr: 8.266e-02, eta: 6 days, 19:14:21, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5789, loss_cls: 3.0693, loss: 3.0693, grad_norm: 2.4022 2020-07-26 09:42:30,188 - mmaction - INFO - Epoch [71][1300/3757] lr: 8.266e-02, eta: 6 days, 19:13:59, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 3.0474, loss: 3.0474, grad_norm: 2.3245 2020-07-26 09:42:46,087 - mmaction - INFO - Epoch [71][1320/3757] lr: 8.266e-02, eta: 6 days, 19:13:38, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5883, loss_cls: 3.0576, loss: 3.0576, grad_norm: 2.2993 2020-07-26 09:43:01,889 - mmaction - INFO - Epoch [71][1340/3757] lr: 8.266e-02, eta: 6 days, 19:13:17, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5984, loss_cls: 2.9873, loss: 2.9873, grad_norm: 2.2972 2020-07-26 09:43:17,719 - mmaction - INFO - Epoch [71][1360/3757] lr: 8.266e-02, eta: 6 days, 19:12:56, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5953, loss_cls: 3.0750, loss: 3.0750, grad_norm: 2.4046 2020-07-26 09:43:33,546 - mmaction - INFO - Epoch [71][1380/3757] lr: 8.266e-02, eta: 6 days, 19:12:34, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6023, loss_cls: 2.9689, loss: 2.9689, grad_norm: 2.3057 2020-07-26 09:43:49,412 - mmaction - INFO - Epoch [71][1400/3757] lr: 8.266e-02, eta: 6 days, 19:12:13, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5695, loss_cls: 3.1353, loss: 3.1353, grad_norm: 2.4506 2020-07-26 09:44:05,262 - mmaction - INFO - Epoch [71][1420/3757] lr: 8.266e-02, eta: 6 days, 19:11:52, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5742, loss_cls: 3.0090, loss: 3.0090, grad_norm: 2.3151 2020-07-26 09:44:21,052 - mmaction - INFO - Epoch [71][1440/3757] lr: 8.266e-02, eta: 6 days, 19:11:30, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5766, loss_cls: 3.0769, loss: 3.0769, grad_norm: 2.3523 2020-07-26 09:44:36,868 - mmaction - INFO - Epoch [71][1460/3757] lr: 8.266e-02, eta: 6 days, 19:11:09, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5938, loss_cls: 3.0436, loss: 3.0436, grad_norm: 2.2899 2020-07-26 09:44:52,709 - mmaction - INFO - Epoch [71][1480/3757] lr: 8.266e-02, eta: 6 days, 19:10:48, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6023, loss_cls: 3.0051, loss: 3.0051, grad_norm: 2.4290 2020-07-26 09:45:08,606 - mmaction - INFO - Epoch [71][1500/3757] lr: 8.266e-02, eta: 6 days, 19:10:27, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5695, loss_cls: 3.1312, loss: 3.1312, grad_norm: 2.3935 2020-07-26 09:45:24,283 - mmaction - INFO - Epoch [71][1520/3757] lr: 8.266e-02, eta: 6 days, 19:10:05, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5797, loss_cls: 3.0969, loss: 3.0969, grad_norm: 2.3456 2020-07-26 09:45:40,081 - mmaction - INFO - Epoch [71][1540/3757] lr: 8.266e-02, eta: 6 days, 19:09:43, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5656, loss_cls: 3.1883, loss: 3.1883, grad_norm: 2.3596 2020-07-26 09:45:56,252 - mmaction - INFO - Epoch [71][1560/3757] lr: 8.266e-02, eta: 6 days, 19:09:24, time: 0.809, data_time: 0.023, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5969, loss_cls: 3.0128, loss: 3.0128, grad_norm: 2.2683 2020-07-26 09:46:12,077 - mmaction - INFO - Epoch [71][1580/3757] lr: 8.266e-02, eta: 6 days, 19:09:02, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6008, loss_cls: 2.9870, loss: 2.9870, grad_norm: 2.3303 2020-07-26 09:46:27,935 - mmaction - INFO - Epoch [71][1600/3757] lr: 8.266e-02, eta: 6 days, 19:08:41, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5922, loss_cls: 2.9993, loss: 2.9993, grad_norm: 2.3313 2020-07-26 09:46:43,680 - mmaction - INFO - Epoch [71][1620/3757] lr: 8.266e-02, eta: 6 days, 19:08:19, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5828, loss_cls: 3.0381, loss: 3.0381, grad_norm: 2.3317 2020-07-26 09:46:59,599 - mmaction - INFO - Epoch [71][1640/3757] lr: 8.266e-02, eta: 6 days, 19:07:58, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5813, loss_cls: 3.0590, loss: 3.0590, grad_norm: 2.3172 2020-07-26 09:47:15,341 - mmaction - INFO - Epoch [71][1660/3757] lr: 8.266e-02, eta: 6 days, 19:07:37, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5781, loss_cls: 3.0094, loss: 3.0094, grad_norm: 2.3178 2020-07-26 09:47:31,165 - mmaction - INFO - Epoch [71][1680/3757] lr: 8.266e-02, eta: 6 days, 19:07:15, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5859, loss_cls: 3.0280, loss: 3.0280, grad_norm: 2.2909 2020-07-26 09:47:47,463 - mmaction - INFO - Epoch [71][1700/3757] lr: 8.266e-02, eta: 6 days, 19:06:56, time: 0.815, data_time: 0.023, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5961, loss_cls: 2.9511, loss: 2.9511, grad_norm: 2.3533 2020-07-26 09:48:03,323 - mmaction - INFO - Epoch [71][1720/3757] lr: 8.266e-02, eta: 6 days, 19:06:35, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6125, loss_cls: 2.9905, loss: 2.9905, grad_norm: 2.3420 2020-07-26 09:48:19,185 - mmaction - INFO - Epoch [71][1740/3757] lr: 8.266e-02, eta: 6 days, 19:06:14, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5773, loss_cls: 3.1337, loss: 3.1337, grad_norm: 2.3706 2020-07-26 09:48:35,049 - mmaction - INFO - Epoch [71][1760/3757] lr: 8.266e-02, eta: 6 days, 19:05:53, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5898, loss_cls: 3.0529, loss: 3.0529, grad_norm: 2.3744 2020-07-26 09:48:50,880 - mmaction - INFO - Epoch [71][1780/3757] lr: 8.266e-02, eta: 6 days, 19:05:31, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5813, loss_cls: 3.0653, loss: 3.0653, grad_norm: 2.3557 2020-07-26 09:49:06,716 - mmaction - INFO - Epoch [71][1800/3757] lr: 8.266e-02, eta: 6 days, 19:05:10, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6000, loss_cls: 2.9718, loss: 2.9718, grad_norm: 2.3314 2020-07-26 09:49:22,603 - mmaction - INFO - Epoch [71][1820/3757] lr: 8.266e-02, eta: 6 days, 19:04:49, time: 0.795, data_time: 0.006, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5898, loss_cls: 3.1044, loss: 3.1044, grad_norm: 2.3671 2020-07-26 09:49:38,447 - mmaction - INFO - Epoch [71][1840/3757] lr: 8.266e-02, eta: 6 days, 19:04:28, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5898, loss_cls: 3.0866, loss: 3.0866, grad_norm: 2.3726 2020-07-26 09:49:54,286 - mmaction - INFO - Epoch [71][1860/3757] lr: 8.266e-02, eta: 6 days, 19:04:07, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5695, loss_cls: 3.1079, loss: 3.1079, grad_norm: 2.4049 2020-07-26 09:50:10,062 - mmaction - INFO - Epoch [71][1880/3757] lr: 8.266e-02, eta: 6 days, 19:03:45, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.2961, top5_acc: 0.5844, loss_cls: 3.1083, loss: 3.1083, grad_norm: 2.3288 2020-07-26 09:50:25,903 - mmaction - INFO - Epoch [71][1900/3757] lr: 8.266e-02, eta: 6 days, 19:03:24, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5859, loss_cls: 3.0711, loss: 3.0711, grad_norm: 2.3313 2020-07-26 09:50:41,914 - mmaction - INFO - Epoch [71][1920/3757] lr: 8.266e-02, eta: 6 days, 19:03:03, time: 0.801, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5734, loss_cls: 3.0775, loss: 3.0775, grad_norm: 2.3137 2020-07-26 09:50:57,735 - mmaction - INFO - Epoch [71][1940/3757] lr: 8.266e-02, eta: 6 days, 19:02:42, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5672, loss_cls: 3.1582, loss: 3.1582, grad_norm: 2.3411 2020-07-26 09:51:13,501 - mmaction - INFO - Epoch [71][1960/3757] lr: 8.266e-02, eta: 6 days, 19:02:21, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5828, loss_cls: 3.0778, loss: 3.0778, grad_norm: 2.3141 2020-07-26 09:51:29,346 - mmaction - INFO - Epoch [71][1980/3757] lr: 8.266e-02, eta: 6 days, 19:01:59, time: 0.790, data_time: 0.008, memory: 6196, top1_acc: 0.3203, top5_acc: 0.6086, loss_cls: 3.0332, loss: 3.0332, grad_norm: 2.3858 2020-07-26 09:51:45,257 - mmaction - INFO - Epoch [71][2000/3757] lr: 8.266e-02, eta: 6 days, 19:01:38, time: 0.797, data_time: 0.005, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5992, loss_cls: 3.0403, loss: 3.0403, grad_norm: 2.4016 2020-07-26 09:52:00,935 - mmaction - INFO - Epoch [71][2020/3757] lr: 8.266e-02, eta: 6 days, 19:01:16, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3312, top5_acc: 0.6102, loss_cls: 3.0148, loss: 3.0148, grad_norm: 2.3669 2020-07-26 09:52:16,858 - mmaction - INFO - Epoch [71][2040/3757] lr: 8.266e-02, eta: 6 days, 19:00:56, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5797, loss_cls: 3.0778, loss: 3.0778, grad_norm: 2.3956 2020-07-26 09:52:32,642 - mmaction - INFO - Epoch [71][2060/3757] lr: 8.266e-02, eta: 6 days, 19:00:34, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5633, loss_cls: 3.1063, loss: 3.1063, grad_norm: 2.3753 2020-07-26 09:52:48,446 - mmaction - INFO - Epoch [71][2080/3757] lr: 8.266e-02, eta: 6 days, 19:00:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5664, loss_cls: 3.1003, loss: 3.1003, grad_norm: 2.3395 2020-07-26 09:53:04,196 - mmaction - INFO - Epoch [71][2100/3757] lr: 8.266e-02, eta: 6 days, 18:59:51, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5906, loss_cls: 3.0780, loss: 3.0780, grad_norm: 2.3076 2020-07-26 09:53:19,987 - mmaction - INFO - Epoch [71][2120/3757] lr: 8.266e-02, eta: 6 days, 18:59:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5828, loss_cls: 3.1145, loss: 3.1145, grad_norm: 2.3427 2020-07-26 09:53:35,737 - mmaction - INFO - Epoch [71][2140/3757] lr: 8.266e-02, eta: 6 days, 18:59:08, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6102, loss_cls: 2.8994, loss: 2.8994, grad_norm: 2.2826 2020-07-26 09:53:51,552 - mmaction - INFO - Epoch [71][2160/3757] lr: 8.266e-02, eta: 6 days, 18:58:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5906, loss_cls: 3.0514, loss: 3.0514, grad_norm: 2.3918 2020-07-26 09:54:07,335 - mmaction - INFO - Epoch [71][2180/3757] lr: 8.266e-02, eta: 6 days, 18:58:25, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6008, loss_cls: 2.9615, loss: 2.9615, grad_norm: 2.3244 2020-07-26 09:54:23,082 - mmaction - INFO - Epoch [71][2200/3757] lr: 8.266e-02, eta: 6 days, 18:58:04, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5836, loss_cls: 3.0387, loss: 3.0387, grad_norm: 2.3933 2020-07-26 09:54:38,923 - mmaction - INFO - Epoch [71][2220/3757] lr: 8.266e-02, eta: 6 days, 18:57:42, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5766, loss_cls: 3.0696, loss: 3.0696, grad_norm: 2.4002 2020-07-26 09:54:55,040 - mmaction - INFO - Epoch [71][2240/3757] lr: 8.266e-02, eta: 6 days, 18:57:22, time: 0.806, data_time: 0.016, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5945, loss_cls: 3.0419, loss: 3.0419, grad_norm: 2.3243 2020-07-26 09:55:10,878 - mmaction - INFO - Epoch [71][2260/3757] lr: 8.266e-02, eta: 6 days, 18:57:01, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5727, loss_cls: 3.0802, loss: 3.0802, grad_norm: 2.3201 2020-07-26 09:55:26,621 - mmaction - INFO - Epoch [71][2280/3757] lr: 8.266e-02, eta: 6 days, 18:56:40, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6023, loss_cls: 2.9767, loss: 2.9767, grad_norm: 2.3082 2020-07-26 09:55:42,408 - mmaction - INFO - Epoch [71][2300/3757] lr: 8.266e-02, eta: 6 days, 18:56:18, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5672, loss_cls: 3.1469, loss: 3.1469, grad_norm: 2.4202 2020-07-26 09:55:58,230 - mmaction - INFO - Epoch [71][2320/3757] lr: 8.266e-02, eta: 6 days, 18:55:57, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0669, loss: 3.0669, grad_norm: 2.3724 2020-07-26 09:56:14,036 - mmaction - INFO - Epoch [71][2340/3757] lr: 8.266e-02, eta: 6 days, 18:55:36, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.6039, loss_cls: 3.0389, loss: 3.0389, grad_norm: 2.3837 2020-07-26 09:56:29,887 - mmaction - INFO - Epoch [71][2360/3757] lr: 8.266e-02, eta: 6 days, 18:55:14, time: 0.792, data_time: 0.010, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5836, loss_cls: 3.0941, loss: 3.0941, grad_norm: 2.3780 2020-07-26 09:56:45,697 - mmaction - INFO - Epoch [71][2380/3757] lr: 8.266e-02, eta: 6 days, 18:54:53, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5609, loss_cls: 3.0906, loss: 3.0906, grad_norm: 2.3300 2020-07-26 09:57:01,520 - mmaction - INFO - Epoch [71][2400/3757] lr: 8.266e-02, eta: 6 days, 18:54:32, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5727, loss_cls: 3.1234, loss: 3.1234, grad_norm: 2.3368 2020-07-26 09:57:17,446 - mmaction - INFO - Epoch [71][2420/3757] lr: 8.266e-02, eta: 6 days, 18:54:11, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5797, loss_cls: 3.0933, loss: 3.0933, grad_norm: 2.3038 2020-07-26 09:57:33,203 - mmaction - INFO - Epoch [71][2440/3757] lr: 8.266e-02, eta: 6 days, 18:53:49, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5531, loss_cls: 3.1912, loss: 3.1912, grad_norm: 2.3353 2020-07-26 09:57:48,988 - mmaction - INFO - Epoch [71][2460/3757] lr: 8.266e-02, eta: 6 days, 18:53:28, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5969, loss_cls: 3.0053, loss: 3.0053, grad_norm: 2.3273 2020-07-26 09:58:04,802 - mmaction - INFO - Epoch [71][2480/3757] lr: 8.266e-02, eta: 6 days, 18:53:07, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5719, loss_cls: 3.0860, loss: 3.0860, grad_norm: 2.3737 2020-07-26 09:58:20,609 - mmaction - INFO - Epoch [71][2500/3757] lr: 8.266e-02, eta: 6 days, 18:52:45, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5875, loss_cls: 3.0444, loss: 3.0444, grad_norm: 2.3793 2020-07-26 09:58:36,378 - mmaction - INFO - Epoch [71][2520/3757] lr: 8.266e-02, eta: 6 days, 18:52:24, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5859, loss_cls: 3.1172, loss: 3.1172, grad_norm: 2.3871 2020-07-26 09:58:52,156 - mmaction - INFO - Epoch [71][2540/3757] lr: 8.266e-02, eta: 6 days, 18:52:02, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5867, loss_cls: 3.0056, loss: 3.0056, grad_norm: 2.3322 2020-07-26 09:59:07,898 - mmaction - INFO - Epoch [71][2560/3757] lr: 8.266e-02, eta: 6 days, 18:51:41, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.6070, loss_cls: 2.9835, loss: 2.9835, grad_norm: 2.3779 2020-07-26 09:59:23,739 - mmaction - INFO - Epoch [71][2580/3757] lr: 8.266e-02, eta: 6 days, 18:51:19, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5930, loss_cls: 3.0304, loss: 3.0304, grad_norm: 2.3846 2020-07-26 09:59:39,829 - mmaction - INFO - Epoch [71][2600/3757] lr: 8.266e-02, eta: 6 days, 18:50:59, time: 0.804, data_time: 0.019, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6031, loss_cls: 2.9949, loss: 2.9949, grad_norm: 2.3455 2020-07-26 09:59:55,647 - mmaction - INFO - Epoch [71][2620/3757] lr: 8.266e-02, eta: 6 days, 18:50:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5938, loss_cls: 3.0190, loss: 3.0190, grad_norm: 2.3931 2020-07-26 10:00:18,781 - mmaction - INFO - Epoch [71][2640/3757] lr: 8.266e-02, eta: 6 days, 18:50:48, time: 1.154, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5711, loss_cls: 3.1098, loss: 3.1098, grad_norm: 2.3253 2020-07-26 10:00:34,787 - mmaction - INFO - Epoch [71][2660/3757] lr: 8.266e-02, eta: 6 days, 18:50:28, time: 0.803, data_time: 0.007, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6016, loss_cls: 2.9425, loss: 2.9425, grad_norm: 2.2973 2020-07-26 10:00:50,560 - mmaction - INFO - Epoch [71][2680/3757] lr: 8.266e-02, eta: 6 days, 18:50:07, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6016, loss_cls: 3.0099, loss: 3.0099, grad_norm: 2.4003 2020-07-26 10:01:06,429 - mmaction - INFO - Epoch [71][2700/3757] lr: 8.266e-02, eta: 6 days, 18:49:46, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5945, loss_cls: 3.0337, loss: 3.0337, grad_norm: 2.3307 2020-07-26 10:01:22,216 - mmaction - INFO - Epoch [71][2720/3757] lr: 8.266e-02, eta: 6 days, 18:49:24, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5945, loss_cls: 2.9994, loss: 2.9994, grad_norm: 2.3777 2020-07-26 10:01:38,055 - mmaction - INFO - Epoch [71][2740/3757] lr: 8.266e-02, eta: 6 days, 18:49:03, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5906, loss_cls: 3.0517, loss: 3.0517, grad_norm: 2.3565 2020-07-26 10:01:53,834 - mmaction - INFO - Epoch [71][2760/3757] lr: 8.266e-02, eta: 6 days, 18:48:41, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5789, loss_cls: 3.0719, loss: 3.0719, grad_norm: 2.3785 2020-07-26 10:02:09,579 - mmaction - INFO - Epoch [71][2780/3757] lr: 8.266e-02, eta: 6 days, 18:48:20, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5711, loss_cls: 3.1014, loss: 3.1014, grad_norm: 2.3767 2020-07-26 10:02:25,374 - mmaction - INFO - Epoch [71][2800/3757] lr: 8.266e-02, eta: 6 days, 18:47:59, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5859, loss_cls: 3.0280, loss: 3.0280, grad_norm: 2.3366 2020-07-26 10:02:41,513 - mmaction - INFO - Epoch [71][2820/3757] lr: 8.266e-02, eta: 6 days, 18:47:39, time: 0.807, data_time: 0.018, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5750, loss_cls: 3.1104, loss: 3.1104, grad_norm: 2.3735 2020-07-26 10:02:57,308 - mmaction - INFO - Epoch [71][2840/3757] lr: 8.266e-02, eta: 6 days, 18:47:17, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5914, loss_cls: 3.0453, loss: 3.0453, grad_norm: 2.4228 2020-07-26 10:03:12,970 - mmaction - INFO - Epoch [71][2860/3757] lr: 8.266e-02, eta: 6 days, 18:46:55, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 3.0607, loss: 3.0607, grad_norm: 2.4080 2020-07-26 10:03:28,795 - mmaction - INFO - Epoch [71][2880/3757] lr: 8.266e-02, eta: 6 days, 18:46:34, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.0546, loss: 3.0546, grad_norm: 2.4163 2020-07-26 10:03:44,562 - mmaction - INFO - Epoch [71][2900/3757] lr: 8.266e-02, eta: 6 days, 18:46:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5984, loss_cls: 3.0528, loss: 3.0528, grad_norm: 2.3777 2020-07-26 10:04:00,335 - mmaction - INFO - Epoch [71][2920/3757] lr: 8.266e-02, eta: 6 days, 18:45:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5703, loss_cls: 3.1419, loss: 3.1419, grad_norm: 2.3816 2020-07-26 10:04:16,205 - mmaction - INFO - Epoch [71][2940/3757] lr: 8.266e-02, eta: 6 days, 18:45:30, time: 0.794, data_time: 0.011, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5766, loss_cls: 3.0620, loss: 3.0620, grad_norm: 2.3160 2020-07-26 10:04:31,921 - mmaction - INFO - Epoch [71][2960/3757] lr: 8.266e-02, eta: 6 days, 18:45:08, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5898, loss_cls: 3.0314, loss: 3.0314, grad_norm: 2.2853 2020-07-26 10:04:47,714 - mmaction - INFO - Epoch [71][2980/3757] lr: 8.266e-02, eta: 6 days, 18:44:47, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.1165, loss: 3.1165, grad_norm: 2.3737 2020-07-26 10:05:03,542 - mmaction - INFO - Epoch [71][3000/3757] lr: 8.266e-02, eta: 6 days, 18:44:26, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5898, loss_cls: 3.1295, loss: 3.1295, grad_norm: 2.3480 2020-07-26 10:05:19,249 - mmaction - INFO - Epoch [71][3020/3757] lr: 8.266e-02, eta: 6 days, 18:44:04, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 3.0362, loss: 3.0362, grad_norm: 2.2622 2020-07-26 10:05:35,003 - mmaction - INFO - Epoch [71][3040/3757] lr: 8.266e-02, eta: 6 days, 18:43:42, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6016, loss_cls: 3.0250, loss: 3.0250, grad_norm: 2.4079 2020-07-26 10:05:50,767 - mmaction - INFO - Epoch [71][3060/3757] lr: 8.266e-02, eta: 6 days, 18:43:21, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5805, loss_cls: 3.0614, loss: 3.0614, grad_norm: 2.3629 2020-07-26 10:06:06,558 - mmaction - INFO - Epoch [71][3080/3757] lr: 8.266e-02, eta: 6 days, 18:43:00, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5742, loss_cls: 3.1145, loss: 3.1145, grad_norm: 2.3699 2020-07-26 10:06:22,336 - mmaction - INFO - Epoch [71][3100/3757] lr: 8.266e-02, eta: 6 days, 18:42:38, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6055, loss_cls: 2.9923, loss: 2.9923, grad_norm: 2.2787 2020-07-26 10:06:38,119 - mmaction - INFO - Epoch [71][3120/3757] lr: 8.266e-02, eta: 6 days, 18:42:17, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5969, loss_cls: 3.1310, loss: 3.1310, grad_norm: 2.4086 2020-07-26 10:06:53,888 - mmaction - INFO - Epoch [71][3140/3757] lr: 8.266e-02, eta: 6 days, 18:41:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6164, loss_cls: 2.9547, loss: 2.9547, grad_norm: 2.3159 2020-07-26 10:07:09,632 - mmaction - INFO - Epoch [71][3160/3757] lr: 8.266e-02, eta: 6 days, 18:41:34, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5656, loss_cls: 3.2123, loss: 3.2123, grad_norm: 2.3989 2020-07-26 10:07:25,465 - mmaction - INFO - Epoch [71][3180/3757] lr: 8.266e-02, eta: 6 days, 18:41:13, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5758, loss_cls: 3.0737, loss: 3.0737, grad_norm: 2.3647 2020-07-26 10:07:41,257 - mmaction - INFO - Epoch [71][3200/3757] lr: 8.266e-02, eta: 6 days, 18:40:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5766, loss_cls: 3.0943, loss: 3.0943, grad_norm: 2.4163 2020-07-26 10:07:57,314 - mmaction - INFO - Epoch [71][3220/3757] lr: 8.266e-02, eta: 6 days, 18:40:31, time: 0.804, data_time: 0.020, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5813, loss_cls: 3.0538, loss: 3.0538, grad_norm: 2.3327 2020-07-26 10:08:13,037 - mmaction - INFO - Epoch [71][3240/3757] lr: 8.266e-02, eta: 6 days, 18:40:09, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5883, loss_cls: 3.0626, loss: 3.0626, grad_norm: 2.3655 2020-07-26 10:08:28,764 - mmaction - INFO - Epoch [71][3260/3757] lr: 8.266e-02, eta: 6 days, 18:39:48, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5766, loss_cls: 3.0565, loss: 3.0565, grad_norm: 2.3013 2020-07-26 10:08:44,555 - mmaction - INFO - Epoch [71][3280/3757] lr: 8.266e-02, eta: 6 days, 18:39:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5984, loss_cls: 3.0306, loss: 3.0306, grad_norm: 2.3449 2020-07-26 10:09:00,349 - mmaction - INFO - Epoch [71][3300/3757] lr: 8.266e-02, eta: 6 days, 18:39:05, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5789, loss_cls: 3.0683, loss: 3.0683, grad_norm: 2.3792 2020-07-26 10:09:16,256 - mmaction - INFO - Epoch [71][3320/3757] lr: 8.266e-02, eta: 6 days, 18:38:44, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5797, loss_cls: 3.0961, loss: 3.0961, grad_norm: 2.3557 2020-07-26 10:09:32,482 - mmaction - INFO - Epoch [71][3340/3757] lr: 8.266e-02, eta: 6 days, 18:38:25, time: 0.811, data_time: 0.021, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5898, loss_cls: 3.0180, loss: 3.0180, grad_norm: 2.2782 2020-07-26 10:09:48,283 - mmaction - INFO - Epoch [71][3360/3757] lr: 8.266e-02, eta: 6 days, 18:38:03, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5500, loss_cls: 3.2080, loss: 3.2080, grad_norm: 2.2787 2020-07-26 10:10:04,048 - mmaction - INFO - Epoch [71][3380/3757] lr: 8.266e-02, eta: 6 days, 18:37:42, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5938, loss_cls: 3.0271, loss: 3.0271, grad_norm: 2.3120 2020-07-26 10:10:19,751 - mmaction - INFO - Epoch [71][3400/3757] lr: 8.266e-02, eta: 6 days, 18:37:20, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5930, loss_cls: 3.0523, loss: 3.0523, grad_norm: 2.3195 2020-07-26 10:10:35,588 - mmaction - INFO - Epoch [71][3420/3757] lr: 8.266e-02, eta: 6 days, 18:36:59, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5672, loss_cls: 3.1332, loss: 3.1332, grad_norm: 2.3045 2020-07-26 10:10:51,400 - mmaction - INFO - Epoch [71][3440/3757] lr: 8.266e-02, eta: 6 days, 18:36:38, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5867, loss_cls: 3.0876, loss: 3.0876, grad_norm: 2.3903 2020-07-26 10:11:07,167 - mmaction - INFO - Epoch [71][3460/3757] lr: 8.266e-02, eta: 6 days, 18:36:16, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5758, loss_cls: 3.0612, loss: 3.0612, grad_norm: 2.3778 2020-07-26 10:11:23,133 - mmaction - INFO - Epoch [71][3480/3757] lr: 8.266e-02, eta: 6 days, 18:35:56, time: 0.799, data_time: 0.008, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6055, loss_cls: 2.9696, loss: 2.9696, grad_norm: 2.3486 2020-07-26 10:11:39,013 - mmaction - INFO - Epoch [71][3500/3757] lr: 8.266e-02, eta: 6 days, 18:35:35, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5828, loss_cls: 3.0476, loss: 3.0476, grad_norm: 2.3242 2020-07-26 10:11:54,803 - mmaction - INFO - Epoch [71][3520/3757] lr: 8.266e-02, eta: 6 days, 18:35:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5914, loss_cls: 3.1141, loss: 3.1141, grad_norm: 2.3179 2020-07-26 10:12:10,606 - mmaction - INFO - Epoch [71][3540/3757] lr: 8.266e-02, eta: 6 days, 18:34:52, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5273, loss_cls: 3.2061, loss: 3.2061, grad_norm: 2.3656 2020-07-26 10:12:26,523 - mmaction - INFO - Epoch [71][3560/3757] lr: 8.266e-02, eta: 6 days, 18:34:31, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5742, loss_cls: 3.0779, loss: 3.0779, grad_norm: 2.3747 2020-07-26 10:12:42,310 - mmaction - INFO - Epoch [71][3580/3757] lr: 8.266e-02, eta: 6 days, 18:34:10, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5945, loss_cls: 3.0477, loss: 3.0477, grad_norm: 2.4008 2020-07-26 10:12:58,110 - mmaction - INFO - Epoch [71][3600/3757] lr: 8.266e-02, eta: 6 days, 18:33:49, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5852, loss_cls: 3.0140, loss: 3.0140, grad_norm: 2.2957 2020-07-26 10:13:13,928 - mmaction - INFO - Epoch [71][3620/3757] lr: 8.266e-02, eta: 6 days, 18:33:27, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6000, loss_cls: 3.0020, loss: 3.0020, grad_norm: 2.2681 2020-07-26 10:13:29,704 - mmaction - INFO - Epoch [71][3640/3757] lr: 8.266e-02, eta: 6 days, 18:33:06, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5906, loss_cls: 2.9911, loss: 2.9911, grad_norm: 2.3033 2020-07-26 10:13:45,464 - mmaction - INFO - Epoch [71][3660/3757] lr: 8.266e-02, eta: 6 days, 18:32:44, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5891, loss_cls: 2.9703, loss: 2.9703, grad_norm: 2.2778 2020-07-26 10:14:01,253 - mmaction - INFO - Epoch [71][3680/3757] lr: 8.266e-02, eta: 6 days, 18:32:23, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6117, loss_cls: 2.9571, loss: 2.9571, grad_norm: 2.3194 2020-07-26 10:14:17,029 - mmaction - INFO - Epoch [71][3700/3757] lr: 8.266e-02, eta: 6 days, 18:32:02, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5773, loss_cls: 3.1145, loss: 3.1145, grad_norm: 2.3569 2020-07-26 10:14:33,213 - mmaction - INFO - Epoch [71][3720/3757] lr: 8.266e-02, eta: 6 days, 18:31:42, time: 0.808, data_time: 0.022, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5734, loss_cls: 3.0545, loss: 3.0545, grad_norm: 2.2952 2020-07-26 10:14:49,332 - mmaction - INFO - Epoch [71][3740/3757] lr: 8.266e-02, eta: 6 days, 18:31:22, time: 0.807, data_time: 0.020, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6109, loss_cls: 2.9220, loss: 2.9220, grad_norm: 2.2683 2020-07-26 10:21:22,362 - mmaction - INFO - Epoch [72][20/3757] lr: 8.219e-02, eta: 6 days, 18:55:17, time: 18.598, data_time: 17.669, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5898, loss_cls: 2.9666, loss: 2.9666, grad_norm: 2.4357 2020-07-26 10:21:38,199 - mmaction - INFO - Epoch [72][40/3757] lr: 8.219e-02, eta: 6 days, 18:54:56, time: 0.792, data_time: 0.010, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6141, loss_cls: 2.8912, loss: 2.8912, grad_norm: 2.3287 2020-07-26 10:21:54,333 - mmaction - INFO - Epoch [72][60/3757] lr: 8.219e-02, eta: 6 days, 18:54:36, time: 0.805, data_time: 0.015, memory: 6196, top1_acc: 0.3633, top5_acc: 0.5859, loss_cls: 2.9834, loss: 2.9834, grad_norm: 2.3689 2020-07-26 10:22:10,504 - mmaction - INFO - Epoch [72][80/3757] lr: 8.219e-02, eta: 6 days, 18:54:16, time: 0.810, data_time: 0.026, memory: 6196, top1_acc: 0.3289, top5_acc: 0.6039, loss_cls: 2.9999, loss: 2.9999, grad_norm: 2.3377 2020-07-26 10:22:26,922 - mmaction - INFO - Epoch [72][100/3757] lr: 8.219e-02, eta: 6 days, 18:53:57, time: 0.819, data_time: 0.023, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5719, loss_cls: 3.1280, loss: 3.1280, grad_norm: 2.3037 2020-07-26 10:22:43,094 - mmaction - INFO - Epoch [72][120/3757] lr: 8.219e-02, eta: 6 days, 18:53:37, time: 0.811, data_time: 0.019, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5891, loss_cls: 3.0506, loss: 3.0506, grad_norm: 2.2464 2020-07-26 10:22:58,944 - mmaction - INFO - Epoch [72][140/3757] lr: 8.219e-02, eta: 6 days, 18:53:16, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6086, loss_cls: 2.8863, loss: 2.8863, grad_norm: 2.3470 2020-07-26 10:23:14,722 - mmaction - INFO - Epoch [72][160/3757] lr: 8.219e-02, eta: 6 days, 18:52:54, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5859, loss_cls: 3.0088, loss: 3.0088, grad_norm: 2.3544 2020-07-26 10:23:30,624 - mmaction - INFO - Epoch [72][180/3757] lr: 8.219e-02, eta: 6 days, 18:52:33, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5859, loss_cls: 3.0388, loss: 3.0388, grad_norm: 2.4096 2020-07-26 10:23:46,458 - mmaction - INFO - Epoch [72][200/3757] lr: 8.219e-02, eta: 6 days, 18:52:12, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5969, loss_cls: 3.0636, loss: 3.0636, grad_norm: 2.3919 2020-07-26 10:24:02,270 - mmaction - INFO - Epoch [72][220/3757] lr: 8.219e-02, eta: 6 days, 18:51:50, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6070, loss_cls: 3.0160, loss: 3.0160, grad_norm: 2.3531 2020-07-26 10:24:18,065 - mmaction - INFO - Epoch [72][240/3757] lr: 8.219e-02, eta: 6 days, 18:51:29, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5773, loss_cls: 3.0485, loss: 3.0485, grad_norm: 2.3833 2020-07-26 10:24:33,883 - mmaction - INFO - Epoch [72][260/3757] lr: 8.219e-02, eta: 6 days, 18:51:07, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5781, loss_cls: 3.0433, loss: 3.0433, grad_norm: 2.3381 2020-07-26 10:24:49,696 - mmaction - INFO - Epoch [72][280/3757] lr: 8.219e-02, eta: 6 days, 18:50:46, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5734, loss_cls: 3.0444, loss: 3.0444, grad_norm: 2.3929 2020-07-26 10:25:05,596 - mmaction - INFO - Epoch [72][300/3757] lr: 8.219e-02, eta: 6 days, 18:50:25, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5820, loss_cls: 3.0423, loss: 3.0423, grad_norm: 2.3865 2020-07-26 10:25:21,378 - mmaction - INFO - Epoch [72][320/3757] lr: 8.219e-02, eta: 6 days, 18:50:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5656, loss_cls: 3.1247, loss: 3.1247, grad_norm: 2.4373 2020-07-26 10:25:37,183 - mmaction - INFO - Epoch [72][340/3757] lr: 8.219e-02, eta: 6 days, 18:49:42, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5687, loss_cls: 3.0614, loss: 3.0614, grad_norm: 2.4069 2020-07-26 10:25:52,974 - mmaction - INFO - Epoch [72][360/3757] lr: 8.219e-02, eta: 6 days, 18:49:20, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5961, loss_cls: 3.0545, loss: 3.0545, grad_norm: 2.3474 2020-07-26 10:26:08,817 - mmaction - INFO - Epoch [72][380/3757] lr: 8.219e-02, eta: 6 days, 18:48:59, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5867, loss_cls: 3.0337, loss: 3.0337, grad_norm: 2.3661 2020-07-26 10:26:24,679 - mmaction - INFO - Epoch [72][400/3757] lr: 8.219e-02, eta: 6 days, 18:48:38, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5977, loss_cls: 2.9794, loss: 2.9794, grad_norm: 2.3451 2020-07-26 10:26:40,469 - mmaction - INFO - Epoch [72][420/3757] lr: 8.219e-02, eta: 6 days, 18:48:16, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5906, loss_cls: 3.0346, loss: 3.0346, grad_norm: 2.3699 2020-07-26 10:26:56,337 - mmaction - INFO - Epoch [72][440/3757] lr: 8.219e-02, eta: 6 days, 18:47:55, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5969, loss_cls: 3.0053, loss: 3.0053, grad_norm: 2.3400 2020-07-26 10:27:12,021 - mmaction - INFO - Epoch [72][460/3757] lr: 8.219e-02, eta: 6 days, 18:47:33, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5586, loss_cls: 3.1677, loss: 3.1677, grad_norm: 2.3951 2020-07-26 10:27:27,748 - mmaction - INFO - Epoch [72][480/3757] lr: 8.219e-02, eta: 6 days, 18:47:11, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5984, loss_cls: 2.9881, loss: 2.9881, grad_norm: 2.3741 2020-07-26 10:27:43,569 - mmaction - INFO - Epoch [72][500/3757] lr: 8.219e-02, eta: 6 days, 18:46:50, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5703, loss_cls: 3.0860, loss: 3.0860, grad_norm: 2.4045 2020-07-26 10:27:59,336 - mmaction - INFO - Epoch [72][520/3757] lr: 8.219e-02, eta: 6 days, 18:46:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5813, loss_cls: 3.0759, loss: 3.0759, grad_norm: 2.3665 2020-07-26 10:28:15,175 - mmaction - INFO - Epoch [72][540/3757] lr: 8.219e-02, eta: 6 days, 18:46:07, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5695, loss_cls: 3.0412, loss: 3.0412, grad_norm: 2.3168 2020-07-26 10:28:30,923 - mmaction - INFO - Epoch [72][560/3757] lr: 8.219e-02, eta: 6 days, 18:45:45, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5750, loss_cls: 3.1219, loss: 3.1219, grad_norm: 2.3332 2020-07-26 10:28:46,647 - mmaction - INFO - Epoch [72][580/3757] lr: 8.219e-02, eta: 6 days, 18:45:23, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5992, loss_cls: 3.0042, loss: 3.0042, grad_norm: 2.3508 2020-07-26 10:29:02,511 - mmaction - INFO - Epoch [72][600/3757] lr: 8.219e-02, eta: 6 days, 18:45:02, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5859, loss_cls: 3.0722, loss: 3.0722, grad_norm: 2.3467 2020-07-26 10:29:18,347 - mmaction - INFO - Epoch [72][620/3757] lr: 8.219e-02, eta: 6 days, 18:44:41, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5773, loss_cls: 3.0772, loss: 3.0772, grad_norm: 2.3790 2020-07-26 10:29:34,389 - mmaction - INFO - Epoch [72][640/3757] lr: 8.219e-02, eta: 6 days, 18:44:20, time: 0.803, data_time: 0.014, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5969, loss_cls: 2.9907, loss: 2.9907, grad_norm: 2.3419 2020-07-26 10:29:50,210 - mmaction - INFO - Epoch [72][660/3757] lr: 8.219e-02, eta: 6 days, 18:43:59, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5844, loss_cls: 3.0346, loss: 3.0346, grad_norm: 2.3763 2020-07-26 10:30:06,092 - mmaction - INFO - Epoch [72][680/3757] lr: 8.219e-02, eta: 6 days, 18:43:38, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5938, loss_cls: 3.0395, loss: 3.0395, grad_norm: 2.2811 2020-07-26 10:30:22,004 - mmaction - INFO - Epoch [72][700/3757] lr: 8.219e-02, eta: 6 days, 18:43:17, time: 0.796, data_time: 0.001, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5977, loss_cls: 3.0712, loss: 3.0712, grad_norm: 2.3828 2020-07-26 10:30:37,788 - mmaction - INFO - Epoch [72][720/3757] lr: 8.219e-02, eta: 6 days, 18:42:55, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5727, loss_cls: 3.0805, loss: 3.0805, grad_norm: 2.3507 2020-07-26 10:30:53,593 - mmaction - INFO - Epoch [72][740/3757] lr: 8.219e-02, eta: 6 days, 18:42:34, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.6047, loss_cls: 3.0067, loss: 3.0067, grad_norm: 2.3599 2020-07-26 10:31:09,393 - mmaction - INFO - Epoch [72][760/3757] lr: 8.219e-02, eta: 6 days, 18:42:12, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5828, loss_cls: 3.1311, loss: 3.1311, grad_norm: 2.3577 2020-07-26 10:31:25,140 - mmaction - INFO - Epoch [72][780/3757] lr: 8.219e-02, eta: 6 days, 18:41:51, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5852, loss_cls: 3.0978, loss: 3.0978, grad_norm: 2.2999 2020-07-26 10:31:41,031 - mmaction - INFO - Epoch [72][800/3757] lr: 8.219e-02, eta: 6 days, 18:41:30, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5734, loss_cls: 3.1070, loss: 3.1070, grad_norm: 2.3440 2020-07-26 10:31:56,878 - mmaction - INFO - Epoch [72][820/3757] lr: 8.219e-02, eta: 6 days, 18:41:08, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6055, loss_cls: 2.9582, loss: 2.9582, grad_norm: 2.3478 2020-07-26 10:32:12,573 - mmaction - INFO - Epoch [72][840/3757] lr: 8.219e-02, eta: 6 days, 18:40:46, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6062, loss_cls: 3.0113, loss: 3.0113, grad_norm: 2.3330 2020-07-26 10:32:28,365 - mmaction - INFO - Epoch [72][860/3757] lr: 8.219e-02, eta: 6 days, 18:40:25, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5836, loss_cls: 3.0634, loss: 3.0634, grad_norm: 2.3963 2020-07-26 10:32:44,126 - mmaction - INFO - Epoch [72][880/3757] lr: 8.219e-02, eta: 6 days, 18:40:03, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5813, loss_cls: 3.0448, loss: 3.0448, grad_norm: 2.4193 2020-07-26 10:33:00,001 - mmaction - INFO - Epoch [72][900/3757] lr: 8.219e-02, eta: 6 days, 18:39:42, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6008, loss_cls: 2.9861, loss: 2.9861, grad_norm: 2.3348 2020-07-26 10:33:15,780 - mmaction - INFO - Epoch [72][920/3757] lr: 8.219e-02, eta: 6 days, 18:39:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5922, loss_cls: 3.0681, loss: 3.0681, grad_norm: 2.3555 2020-07-26 10:33:31,573 - mmaction - INFO - Epoch [72][940/3757] lr: 8.219e-02, eta: 6 days, 18:38:59, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5984, loss_cls: 3.0174, loss: 3.0174, grad_norm: 2.3598 2020-07-26 10:33:47,372 - mmaction - INFO - Epoch [72][960/3757] lr: 8.219e-02, eta: 6 days, 18:38:38, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5602, loss_cls: 3.1918, loss: 3.1918, grad_norm: 2.3403 2020-07-26 10:34:03,074 - mmaction - INFO - Epoch [72][980/3757] lr: 8.219e-02, eta: 6 days, 18:38:16, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 3.0229, loss: 3.0229, grad_norm: 2.3395 2020-07-26 10:34:18,887 - mmaction - INFO - Epoch [72][1000/3757] lr: 8.219e-02, eta: 6 days, 18:37:54, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5523, loss_cls: 3.1268, loss: 3.1268, grad_norm: 2.3534 2020-07-26 10:34:34,670 - mmaction - INFO - Epoch [72][1020/3757] lr: 8.219e-02, eta: 6 days, 18:37:33, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5938, loss_cls: 3.0690, loss: 3.0690, grad_norm: 2.3278 2020-07-26 10:34:50,440 - mmaction - INFO - Epoch [72][1040/3757] lr: 8.219e-02, eta: 6 days, 18:37:11, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5828, loss_cls: 3.0548, loss: 3.0548, grad_norm: 2.4359 2020-07-26 10:35:06,291 - mmaction - INFO - Epoch [72][1060/3757] lr: 8.219e-02, eta: 6 days, 18:36:50, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5836, loss_cls: 3.0387, loss: 3.0387, grad_norm: 2.3182 2020-07-26 10:35:22,275 - mmaction - INFO - Epoch [72][1080/3757] lr: 8.219e-02, eta: 6 days, 18:36:30, time: 0.799, data_time: 0.014, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6117, loss_cls: 2.9512, loss: 2.9512, grad_norm: 2.3280 2020-07-26 10:35:38,071 - mmaction - INFO - Epoch [72][1100/3757] lr: 8.219e-02, eta: 6 days, 18:36:08, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5922, loss_cls: 3.0630, loss: 3.0630, grad_norm: 2.3384 2020-07-26 10:35:53,864 - mmaction - INFO - Epoch [72][1120/3757] lr: 8.219e-02, eta: 6 days, 18:35:47, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5961, loss_cls: 2.9489, loss: 2.9489, grad_norm: 2.3391 2020-07-26 10:36:09,637 - mmaction - INFO - Epoch [72][1140/3757] lr: 8.219e-02, eta: 6 days, 18:35:25, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5977, loss_cls: 2.9685, loss: 2.9685, grad_norm: 2.4297 2020-07-26 10:36:25,367 - mmaction - INFO - Epoch [72][1160/3757] lr: 8.219e-02, eta: 6 days, 18:35:03, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5969, loss_cls: 3.1066, loss: 3.1066, grad_norm: 2.3937 2020-07-26 10:36:41,093 - mmaction - INFO - Epoch [72][1180/3757] lr: 8.219e-02, eta: 6 days, 18:34:42, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6172, loss_cls: 2.9724, loss: 2.9724, grad_norm: 2.3438 2020-07-26 10:36:56,925 - mmaction - INFO - Epoch [72][1200/3757] lr: 8.219e-02, eta: 6 days, 18:34:20, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6031, loss_cls: 2.9608, loss: 2.9608, grad_norm: 2.3977 2020-07-26 10:37:12,569 - mmaction - INFO - Epoch [72][1220/3757] lr: 8.219e-02, eta: 6 days, 18:33:58, time: 0.782, data_time: 0.001, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5687, loss_cls: 3.1219, loss: 3.1219, grad_norm: 2.3604 2020-07-26 10:37:28,326 - mmaction - INFO - Epoch [72][1240/3757] lr: 8.219e-02, eta: 6 days, 18:33:37, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5898, loss_cls: 3.0105, loss: 3.0105, grad_norm: 2.3109 2020-07-26 10:37:44,108 - mmaction - INFO - Epoch [72][1260/3757] lr: 8.219e-02, eta: 6 days, 18:33:15, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6023, loss_cls: 2.9345, loss: 2.9345, grad_norm: 2.4077 2020-07-26 10:37:59,942 - mmaction - INFO - Epoch [72][1280/3757] lr: 8.219e-02, eta: 6 days, 18:32:54, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5922, loss_cls: 3.0779, loss: 3.0779, grad_norm: 2.4189 2020-07-26 10:38:15,743 - mmaction - INFO - Epoch [72][1300/3757] lr: 8.219e-02, eta: 6 days, 18:32:32, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5844, loss_cls: 3.0391, loss: 3.0391, grad_norm: 2.3422 2020-07-26 10:38:31,500 - mmaction - INFO - Epoch [72][1320/3757] lr: 8.219e-02, eta: 6 days, 18:32:11, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5914, loss_cls: 3.0165, loss: 3.0165, grad_norm: 2.3299 2020-07-26 10:38:47,240 - mmaction - INFO - Epoch [72][1340/3757] lr: 8.219e-02, eta: 6 days, 18:31:49, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5875, loss_cls: 3.0545, loss: 3.0545, grad_norm: 2.3912 2020-07-26 10:39:03,101 - mmaction - INFO - Epoch [72][1360/3757] lr: 8.219e-02, eta: 6 days, 18:31:28, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5836, loss_cls: 3.0589, loss: 3.0589, grad_norm: 2.3130 2020-07-26 10:39:19,167 - mmaction - INFO - Epoch [72][1380/3757] lr: 8.219e-02, eta: 6 days, 18:31:08, time: 0.803, data_time: 0.015, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5539, loss_cls: 3.1868, loss: 3.1868, grad_norm: 2.3884 2020-07-26 10:39:34,951 - mmaction - INFO - Epoch [72][1400/3757] lr: 8.219e-02, eta: 6 days, 18:30:46, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5766, loss_cls: 3.1005, loss: 3.1005, grad_norm: 2.3890 2020-07-26 10:39:50,713 - mmaction - INFO - Epoch [72][1420/3757] lr: 8.219e-02, eta: 6 days, 18:30:25, time: 0.790, data_time: 0.006, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5828, loss_cls: 2.9905, loss: 2.9905, grad_norm: 2.3180 2020-07-26 10:40:06,594 - mmaction - INFO - Epoch [72][1440/3757] lr: 8.219e-02, eta: 6 days, 18:30:04, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.6102, loss_cls: 3.0192, loss: 3.0192, grad_norm: 2.3760 2020-07-26 10:40:22,303 - mmaction - INFO - Epoch [72][1460/3757] lr: 8.219e-02, eta: 6 days, 18:29:42, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5922, loss_cls: 3.0653, loss: 3.0653, grad_norm: 2.3547 2020-07-26 10:40:38,089 - mmaction - INFO - Epoch [72][1480/3757] lr: 8.219e-02, eta: 6 days, 18:29:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5930, loss_cls: 3.0750, loss: 3.0750, grad_norm: 2.3238 2020-07-26 10:40:54,014 - mmaction - INFO - Epoch [72][1500/3757] lr: 8.219e-02, eta: 6 days, 18:28:59, time: 0.796, data_time: 0.011, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5711, loss_cls: 3.1180, loss: 3.1180, grad_norm: 2.3448 2020-07-26 10:41:09,824 - mmaction - INFO - Epoch [72][1520/3757] lr: 8.219e-02, eta: 6 days, 18:28:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5852, loss_cls: 3.0461, loss: 3.0461, grad_norm: 2.3192 2020-07-26 10:41:25,612 - mmaction - INFO - Epoch [72][1540/3757] lr: 8.219e-02, eta: 6 days, 18:28:17, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5773, loss_cls: 3.0508, loss: 3.0508, grad_norm: 2.3283 2020-07-26 10:41:41,451 - mmaction - INFO - Epoch [72][1560/3757] lr: 8.219e-02, eta: 6 days, 18:27:55, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5977, loss_cls: 2.9955, loss: 2.9955, grad_norm: 2.3008 2020-07-26 10:41:57,269 - mmaction - INFO - Epoch [72][1580/3757] lr: 8.219e-02, eta: 6 days, 18:27:34, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5734, loss_cls: 3.0510, loss: 3.0510, grad_norm: 2.3455 2020-07-26 10:42:13,111 - mmaction - INFO - Epoch [72][1600/3757] lr: 8.219e-02, eta: 6 days, 18:27:13, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6008, loss_cls: 2.9848, loss: 2.9848, grad_norm: 2.3249 2020-07-26 10:42:28,877 - mmaction - INFO - Epoch [72][1620/3757] lr: 8.219e-02, eta: 6 days, 18:26:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5984, loss_cls: 3.0589, loss: 3.0589, grad_norm: 2.4378 2020-07-26 10:42:44,616 - mmaction - INFO - Epoch [72][1640/3757] lr: 8.219e-02, eta: 6 days, 18:26:30, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5625, loss_cls: 3.1649, loss: 3.1649, grad_norm: 2.3034 2020-07-26 10:43:00,352 - mmaction - INFO - Epoch [72][1660/3757] lr: 8.219e-02, eta: 6 days, 18:26:08, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5953, loss_cls: 2.9819, loss: 2.9819, grad_norm: 2.3388 2020-07-26 10:43:16,117 - mmaction - INFO - Epoch [72][1680/3757] lr: 8.219e-02, eta: 6 days, 18:25:46, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6000, loss_cls: 2.9189, loss: 2.9189, grad_norm: 2.3477 2020-07-26 10:43:31,883 - mmaction - INFO - Epoch [72][1700/3757] lr: 8.219e-02, eta: 6 days, 18:25:25, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5930, loss_cls: 2.9725, loss: 2.9725, grad_norm: 2.3766 2020-07-26 10:43:47,808 - mmaction - INFO - Epoch [72][1720/3757] lr: 8.219e-02, eta: 6 days, 18:25:04, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6000, loss_cls: 2.9895, loss: 2.9895, grad_norm: 2.4868 2020-07-26 10:44:03,790 - mmaction - INFO - Epoch [72][1740/3757] lr: 8.219e-02, eta: 6 days, 18:24:43, time: 0.801, data_time: 0.015, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5797, loss_cls: 3.1090, loss: 3.1090, grad_norm: 2.4184 2020-07-26 10:44:19,620 - mmaction - INFO - Epoch [72][1760/3757] lr: 8.219e-02, eta: 6 days, 18:24:22, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5773, loss_cls: 3.0876, loss: 3.0876, grad_norm: 2.3306 2020-07-26 10:44:35,389 - mmaction - INFO - Epoch [72][1780/3757] lr: 8.219e-02, eta: 6 days, 18:24:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5875, loss_cls: 3.0102, loss: 3.0102, grad_norm: 2.3225 2020-07-26 10:44:51,227 - mmaction - INFO - Epoch [72][1800/3757] lr: 8.219e-02, eta: 6 days, 18:23:39, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5695, loss_cls: 3.0841, loss: 3.0841, grad_norm: 2.3980 2020-07-26 10:45:07,066 - mmaction - INFO - Epoch [72][1820/3757] lr: 8.219e-02, eta: 6 days, 18:23:18, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6031, loss_cls: 3.0045, loss: 3.0045, grad_norm: 2.3998 2020-07-26 10:45:22,774 - mmaction - INFO - Epoch [72][1840/3757] lr: 8.219e-02, eta: 6 days, 18:22:56, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5734, loss_cls: 3.1385, loss: 3.1385, grad_norm: 2.3770 2020-07-26 10:45:38,588 - mmaction - INFO - Epoch [72][1860/3757] lr: 8.219e-02, eta: 6 days, 18:22:35, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5930, loss_cls: 3.0399, loss: 3.0399, grad_norm: 2.3786 2020-07-26 10:45:54,453 - mmaction - INFO - Epoch [72][1880/3757] lr: 8.219e-02, eta: 6 days, 18:22:14, time: 0.793, data_time: 0.009, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5797, loss_cls: 3.0576, loss: 3.0576, grad_norm: 2.3924 2020-07-26 10:46:10,289 - mmaction - INFO - Epoch [72][1900/3757] lr: 8.219e-02, eta: 6 days, 18:21:53, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5922, loss_cls: 3.0146, loss: 3.0146, grad_norm: 2.3559 2020-07-26 10:46:26,083 - mmaction - INFO - Epoch [72][1920/3757] lr: 8.219e-02, eta: 6 days, 18:21:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5930, loss_cls: 3.0200, loss: 3.0200, grad_norm: 2.3279 2020-07-26 10:46:41,761 - mmaction - INFO - Epoch [72][1940/3757] lr: 8.219e-02, eta: 6 days, 18:21:09, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5758, loss_cls: 3.0619, loss: 3.0619, grad_norm: 2.3787 2020-07-26 10:46:57,576 - mmaction - INFO - Epoch [72][1960/3757] lr: 8.219e-02, eta: 6 days, 18:20:48, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6109, loss_cls: 2.9953, loss: 2.9953, grad_norm: 2.3703 2020-07-26 10:47:13,308 - mmaction - INFO - Epoch [72][1980/3757] lr: 8.219e-02, eta: 6 days, 18:20:26, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5687, loss_cls: 3.0504, loss: 3.0504, grad_norm: 2.3847 2020-07-26 10:47:29,328 - mmaction - INFO - Epoch [72][2000/3757] lr: 8.219e-02, eta: 6 days, 18:20:06, time: 0.802, data_time: 0.018, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5727, loss_cls: 3.1221, loss: 3.1221, grad_norm: 2.4225 2020-07-26 10:47:45,138 - mmaction - INFO - Epoch [72][2020/3757] lr: 8.219e-02, eta: 6 days, 18:19:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5898, loss_cls: 3.0089, loss: 3.0089, grad_norm: 2.3745 2020-07-26 10:48:00,969 - mmaction - INFO - Epoch [72][2040/3757] lr: 8.219e-02, eta: 6 days, 18:19:23, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.0876, loss: 3.0876, grad_norm: 2.4348 2020-07-26 10:48:16,851 - mmaction - INFO - Epoch [72][2060/3757] lr: 8.219e-02, eta: 6 days, 18:19:02, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5930, loss_cls: 3.0362, loss: 3.0362, grad_norm: 2.3903 2020-07-26 10:48:32,686 - mmaction - INFO - Epoch [72][2080/3757] lr: 8.219e-02, eta: 6 days, 18:18:41, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 3.0516, loss: 3.0516, grad_norm: 2.3227 2020-07-26 10:48:48,609 - mmaction - INFO - Epoch [72][2100/3757] lr: 8.219e-02, eta: 6 days, 18:18:20, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5641, loss_cls: 3.0899, loss: 3.0899, grad_norm: 2.3289 2020-07-26 10:49:04,376 - mmaction - INFO - Epoch [72][2120/3757] lr: 8.219e-02, eta: 6 days, 18:17:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6023, loss_cls: 3.0168, loss: 3.0168, grad_norm: 2.3241 2020-07-26 10:49:20,136 - mmaction - INFO - Epoch [72][2140/3757] lr: 8.219e-02, eta: 6 days, 18:17:37, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6141, loss_cls: 2.9611, loss: 2.9611, grad_norm: 2.3884 2020-07-26 10:49:35,880 - mmaction - INFO - Epoch [72][2160/3757] lr: 8.219e-02, eta: 6 days, 18:17:15, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5664, loss_cls: 3.1317, loss: 3.1317, grad_norm: 2.4099 2020-07-26 10:49:51,638 - mmaction - INFO - Epoch [72][2180/3757] lr: 8.219e-02, eta: 6 days, 18:16:54, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5906, loss_cls: 3.0614, loss: 3.0614, grad_norm: 2.3864 2020-07-26 10:50:07,527 - mmaction - INFO - Epoch [72][2200/3757] lr: 8.219e-02, eta: 6 days, 18:16:33, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5914, loss_cls: 3.0878, loss: 3.0878, grad_norm: 2.4271 2020-07-26 10:50:23,342 - mmaction - INFO - Epoch [72][2220/3757] lr: 8.219e-02, eta: 6 days, 18:16:12, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5820, loss_cls: 3.0753, loss: 3.0753, grad_norm: 2.3490 2020-07-26 10:50:39,163 - mmaction - INFO - Epoch [72][2240/3757] lr: 8.219e-02, eta: 6 days, 18:15:50, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5820, loss_cls: 3.0604, loss: 3.0604, grad_norm: 2.3460 2020-07-26 10:50:55,101 - mmaction - INFO - Epoch [72][2260/3757] lr: 8.219e-02, eta: 6 days, 18:15:30, time: 0.798, data_time: 0.012, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5766, loss_cls: 3.0735, loss: 3.0735, grad_norm: 2.3394 2020-07-26 10:51:10,810 - mmaction - INFO - Epoch [72][2280/3757] lr: 8.219e-02, eta: 6 days, 18:15:08, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5992, loss_cls: 2.9734, loss: 2.9734, grad_norm: 2.3342 2020-07-26 10:51:26,528 - mmaction - INFO - Epoch [72][2300/3757] lr: 8.219e-02, eta: 6 days, 18:14:46, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5867, loss_cls: 3.0764, loss: 3.0764, grad_norm: 2.3777 2020-07-26 10:51:42,348 - mmaction - INFO - Epoch [72][2320/3757] lr: 8.219e-02, eta: 6 days, 18:14:25, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5805, loss_cls: 3.1288, loss: 3.1288, grad_norm: 2.3746 2020-07-26 10:51:58,104 - mmaction - INFO - Epoch [72][2340/3757] lr: 8.219e-02, eta: 6 days, 18:14:03, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5984, loss_cls: 3.0708, loss: 3.0708, grad_norm: 2.4018 2020-07-26 10:52:13,898 - mmaction - INFO - Epoch [72][2360/3757] lr: 8.219e-02, eta: 6 days, 18:13:42, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5891, loss_cls: 3.0034, loss: 3.0034, grad_norm: 2.3568 2020-07-26 10:52:29,674 - mmaction - INFO - Epoch [72][2380/3757] lr: 8.219e-02, eta: 6 days, 18:13:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.6016, loss_cls: 3.0311, loss: 3.0311, grad_norm: 2.3388 2020-07-26 10:52:45,361 - mmaction - INFO - Epoch [72][2400/3757] lr: 8.219e-02, eta: 6 days, 18:12:59, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5828, loss_cls: 3.0447, loss: 3.0447, grad_norm: 2.4047 2020-07-26 10:53:01,171 - mmaction - INFO - Epoch [72][2420/3757] lr: 8.219e-02, eta: 6 days, 18:12:37, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5953, loss_cls: 3.0992, loss: 3.0992, grad_norm: 2.3292 2020-07-26 10:53:16,919 - mmaction - INFO - Epoch [72][2440/3757] lr: 8.219e-02, eta: 6 days, 18:12:16, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5969, loss_cls: 3.0090, loss: 3.0090, grad_norm: 2.3137 2020-07-26 10:53:32,742 - mmaction - INFO - Epoch [72][2460/3757] lr: 8.219e-02, eta: 6 days, 18:11:55, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5930, loss_cls: 3.0558, loss: 3.0558, grad_norm: 2.3731 2020-07-26 10:53:48,592 - mmaction - INFO - Epoch [72][2480/3757] lr: 8.219e-02, eta: 6 days, 18:11:33, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5867, loss_cls: 3.0760, loss: 3.0760, grad_norm: 2.3845 2020-07-26 10:54:04,308 - mmaction - INFO - Epoch [72][2500/3757] lr: 8.219e-02, eta: 6 days, 18:11:12, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5984, loss_cls: 3.0009, loss: 3.0009, grad_norm: 2.3665 2020-07-26 10:54:20,279 - mmaction - INFO - Epoch [72][2520/3757] lr: 8.219e-02, eta: 6 days, 18:10:51, time: 0.799, data_time: 0.007, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6109, loss_cls: 2.9595, loss: 2.9595, grad_norm: 2.4218 2020-07-26 10:54:36,076 - mmaction - INFO - Epoch [72][2540/3757] lr: 8.219e-02, eta: 6 days, 18:10:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5820, loss_cls: 3.0456, loss: 3.0456, grad_norm: 2.4236 2020-07-26 10:54:51,869 - mmaction - INFO - Epoch [72][2560/3757] lr: 8.219e-02, eta: 6 days, 18:10:08, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5805, loss_cls: 3.0484, loss: 3.0484, grad_norm: 2.3245 2020-07-26 10:55:07,663 - mmaction - INFO - Epoch [72][2580/3757] lr: 8.219e-02, eta: 6 days, 18:09:47, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5711, loss_cls: 3.0810, loss: 3.0810, grad_norm: 2.3401 2020-07-26 10:55:23,422 - mmaction - INFO - Epoch [72][2600/3757] lr: 8.219e-02, eta: 6 days, 18:09:25, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5945, loss_cls: 2.9936, loss: 2.9936, grad_norm: 2.3521 2020-07-26 10:55:39,188 - mmaction - INFO - Epoch [72][2620/3757] lr: 8.219e-02, eta: 6 days, 18:09:04, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5945, loss_cls: 3.0509, loss: 3.0509, grad_norm: 2.3600 2020-07-26 10:55:55,445 - mmaction - INFO - Epoch [72][2640/3757] lr: 8.219e-02, eta: 6 days, 18:08:45, time: 0.813, data_time: 0.023, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5914, loss_cls: 3.0513, loss: 3.0513, grad_norm: 2.3183 2020-07-26 10:56:11,317 - mmaction - INFO - Epoch [72][2660/3757] lr: 8.219e-02, eta: 6 days, 18:08:24, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5875, loss_cls: 3.0850, loss: 3.0850, grad_norm: 2.3547 2020-07-26 10:56:27,168 - mmaction - INFO - Epoch [72][2680/3757] lr: 8.219e-02, eta: 6 days, 18:08:02, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5781, loss_cls: 3.0705, loss: 3.0705, grad_norm: 2.3235 2020-07-26 10:56:43,019 - mmaction - INFO - Epoch [72][2700/3757] lr: 8.219e-02, eta: 6 days, 18:07:41, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.2977, top5_acc: 0.5742, loss_cls: 3.1094, loss: 3.1094, grad_norm: 2.4010 2020-07-26 10:56:58,821 - mmaction - INFO - Epoch [72][2720/3757] lr: 8.219e-02, eta: 6 days, 18:07:20, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5820, loss_cls: 3.0855, loss: 3.0855, grad_norm: 2.4250 2020-07-26 10:57:14,549 - mmaction - INFO - Epoch [72][2740/3757] lr: 8.219e-02, eta: 6 days, 18:06:58, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5930, loss_cls: 2.9988, loss: 2.9988, grad_norm: 2.3216 2020-07-26 10:57:30,376 - mmaction - INFO - Epoch [72][2760/3757] lr: 8.219e-02, eta: 6 days, 18:06:37, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5844, loss_cls: 3.0514, loss: 3.0514, grad_norm: 2.3989 2020-07-26 10:57:46,176 - mmaction - INFO - Epoch [72][2780/3757] lr: 8.219e-02, eta: 6 days, 18:06:16, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5945, loss_cls: 3.0044, loss: 3.0044, grad_norm: 2.3327 2020-07-26 10:58:01,988 - mmaction - INFO - Epoch [72][2800/3757] lr: 8.219e-02, eta: 6 days, 18:05:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5875, loss_cls: 3.0358, loss: 3.0358, grad_norm: 2.2957 2020-07-26 10:58:17,839 - mmaction - INFO - Epoch [72][2820/3757] lr: 8.219e-02, eta: 6 days, 18:05:33, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5875, loss_cls: 3.0700, loss: 3.0700, grad_norm: 2.3048 2020-07-26 10:58:33,691 - mmaction - INFO - Epoch [72][2840/3757] lr: 8.219e-02, eta: 6 days, 18:05:12, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5664, loss_cls: 3.1073, loss: 3.1073, grad_norm: 2.3081 2020-07-26 10:58:49,548 - mmaction - INFO - Epoch [72][2860/3757] lr: 8.219e-02, eta: 6 days, 18:04:51, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5930, loss_cls: 2.9625, loss: 2.9625, grad_norm: 2.2923 2020-07-26 10:59:05,401 - mmaction - INFO - Epoch [72][2880/3757] lr: 8.219e-02, eta: 6 days, 18:04:30, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5797, loss_cls: 3.0625, loss: 3.0625, grad_norm: 2.3927 2020-07-26 10:59:21,252 - mmaction - INFO - Epoch [72][2900/3757] lr: 8.219e-02, eta: 6 days, 18:04:09, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5758, loss_cls: 3.0576, loss: 3.0576, grad_norm: 2.2902 2020-07-26 10:59:37,171 - mmaction - INFO - Epoch [72][2920/3757] lr: 8.219e-02, eta: 6 days, 18:03:48, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5891, loss_cls: 2.9807, loss: 2.9807, grad_norm: 2.3011 2020-07-26 10:59:52,964 - mmaction - INFO - Epoch [72][2940/3757] lr: 8.219e-02, eta: 6 days, 18:03:27, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6203, loss_cls: 2.9603, loss: 2.9603, grad_norm: 2.3889 2020-07-26 11:00:13,807 - mmaction - INFO - Epoch [72][2960/3757] lr: 8.219e-02, eta: 6 days, 18:03:27, time: 1.040, data_time: 0.007, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5711, loss_cls: 3.0943, loss: 3.0943, grad_norm: 2.3489 2020-07-26 11:00:29,666 - mmaction - INFO - Epoch [72][2980/3757] lr: 8.219e-02, eta: 6 days, 18:03:06, time: 0.795, data_time: 0.007, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5828, loss_cls: 3.0670, loss: 3.0670, grad_norm: 2.3444 2020-07-26 11:00:45,505 - mmaction - INFO - Epoch [72][3000/3757] lr: 8.219e-02, eta: 6 days, 18:02:45, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5914, loss_cls: 3.0599, loss: 3.0599, grad_norm: 2.3122 2020-07-26 11:01:01,298 - mmaction - INFO - Epoch [72][3020/3757] lr: 8.219e-02, eta: 6 days, 18:02:23, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6039, loss_cls: 2.9881, loss: 2.9881, grad_norm: 2.3421 2020-07-26 11:01:17,063 - mmaction - INFO - Epoch [72][3040/3757] lr: 8.219e-02, eta: 6 days, 18:02:02, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5961, loss_cls: 3.0287, loss: 3.0287, grad_norm: 2.3228 2020-07-26 11:01:32,824 - mmaction - INFO - Epoch [72][3060/3757] lr: 8.219e-02, eta: 6 days, 18:01:40, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5695, loss_cls: 3.1143, loss: 3.1143, grad_norm: 2.3344 2020-07-26 11:01:48,616 - mmaction - INFO - Epoch [72][3080/3757] lr: 8.219e-02, eta: 6 days, 18:01:19, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5953, loss_cls: 2.9876, loss: 2.9876, grad_norm: 2.3401 2020-07-26 11:02:04,382 - mmaction - INFO - Epoch [72][3100/3757] lr: 8.219e-02, eta: 6 days, 18:00:57, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5852, loss_cls: 3.0887, loss: 3.0887, grad_norm: 2.3929 2020-07-26 11:02:20,156 - mmaction - INFO - Epoch [72][3120/3757] lr: 8.219e-02, eta: 6 days, 18:00:36, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.0456, loss: 3.0456, grad_norm: 2.3230 2020-07-26 11:02:35,936 - mmaction - INFO - Epoch [72][3140/3757] lr: 8.219e-02, eta: 6 days, 18:00:15, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5836, loss_cls: 3.0642, loss: 3.0642, grad_norm: 2.3257 2020-07-26 11:02:52,093 - mmaction - INFO - Epoch [72][3160/3757] lr: 8.219e-02, eta: 6 days, 17:59:55, time: 0.808, data_time: 0.018, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5992, loss_cls: 3.0220, loss: 3.0220, grad_norm: 2.3229 2020-07-26 11:03:07,958 - mmaction - INFO - Epoch [72][3180/3757] lr: 8.219e-02, eta: 6 days, 17:59:34, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5938, loss_cls: 3.0028, loss: 3.0028, grad_norm: 2.3936 2020-07-26 11:03:28,766 - mmaction - INFO - Epoch [72][3200/3757] lr: 8.219e-02, eta: 6 days, 17:59:34, time: 1.040, data_time: 0.253, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5695, loss_cls: 3.0570, loss: 3.0570, grad_norm: 2.3819 2020-07-26 11:03:44,907 - mmaction - INFO - Epoch [72][3220/3757] lr: 8.219e-02, eta: 6 days, 17:59:14, time: 0.807, data_time: 0.017, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5875, loss_cls: 3.0859, loss: 3.0859, grad_norm: 2.3131 2020-07-26 11:04:01,067 - mmaction - INFO - Epoch [72][3240/3757] lr: 8.219e-02, eta: 6 days, 17:58:54, time: 0.808, data_time: 0.021, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 3.0109, loss: 3.0109, grad_norm: 2.3762 2020-07-26 11:04:17,074 - mmaction - INFO - Epoch [72][3260/3757] lr: 8.219e-02, eta: 6 days, 17:58:33, time: 0.800, data_time: 0.014, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6047, loss_cls: 2.9025, loss: 2.9025, grad_norm: 2.3537 2020-07-26 11:04:33,174 - mmaction - INFO - Epoch [72][3280/3757] lr: 8.219e-02, eta: 6 days, 17:58:13, time: 0.805, data_time: 0.018, memory: 6196, top1_acc: 0.3266, top5_acc: 0.6031, loss_cls: 3.0018, loss: 3.0018, grad_norm: 2.3903 2020-07-26 11:04:49,236 - mmaction - INFO - Epoch [72][3300/3757] lr: 8.219e-02, eta: 6 days, 17:57:53, time: 0.803, data_time: 0.016, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5914, loss_cls: 3.0412, loss: 3.0412, grad_norm: 2.3994 2020-07-26 11:05:05,502 - mmaction - INFO - Epoch [72][3320/3757] lr: 8.219e-02, eta: 6 days, 17:57:34, time: 0.814, data_time: 0.025, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5797, loss_cls: 3.1229, loss: 3.1229, grad_norm: 2.3810 2020-07-26 11:05:21,308 - mmaction - INFO - Epoch [72][3340/3757] lr: 8.219e-02, eta: 6 days, 17:57:13, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5813, loss_cls: 3.1050, loss: 3.1050, grad_norm: 2.3339 2020-07-26 11:05:37,461 - mmaction - INFO - Epoch [72][3360/3757] lr: 8.219e-02, eta: 6 days, 17:56:53, time: 0.808, data_time: 0.019, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5875, loss_cls: 3.0797, loss: 3.0797, grad_norm: 2.3761 2020-07-26 11:05:53,640 - mmaction - INFO - Epoch [72][3380/3757] lr: 8.219e-02, eta: 6 days, 17:56:33, time: 0.809, data_time: 0.023, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5922, loss_cls: 3.0511, loss: 3.0511, grad_norm: 2.3568 2020-07-26 11:06:09,816 - mmaction - INFO - Epoch [72][3400/3757] lr: 8.219e-02, eta: 6 days, 17:56:13, time: 0.809, data_time: 0.016, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5742, loss_cls: 3.0429, loss: 3.0429, grad_norm: 2.3387 2020-07-26 11:06:26,208 - mmaction - INFO - Epoch [72][3420/3757] lr: 8.219e-02, eta: 6 days, 17:55:55, time: 0.820, data_time: 0.034, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5977, loss_cls: 3.0265, loss: 3.0265, grad_norm: 2.3071 2020-07-26 11:06:42,351 - mmaction - INFO - Epoch [72][3440/3757] lr: 8.219e-02, eta: 6 days, 17:55:35, time: 0.808, data_time: 0.018, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5953, loss_cls: 3.0239, loss: 3.0239, grad_norm: 2.3145 2020-07-26 11:06:58,630 - mmaction - INFO - Epoch [72][3460/3757] lr: 8.219e-02, eta: 6 days, 17:55:15, time: 0.814, data_time: 0.022, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5719, loss_cls: 3.0452, loss: 3.0452, grad_norm: 2.3584 2020-07-26 11:07:14,423 - mmaction - INFO - Epoch [72][3480/3757] lr: 8.219e-02, eta: 6 days, 17:54:54, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5922, loss_cls: 2.9751, loss: 2.9751, grad_norm: 2.3876 2020-07-26 11:07:30,143 - mmaction - INFO - Epoch [72][3500/3757] lr: 8.219e-02, eta: 6 days, 17:54:32, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.2984, top5_acc: 0.5547, loss_cls: 3.2363, loss: 3.2363, grad_norm: 2.3876 2020-07-26 11:07:46,459 - mmaction - INFO - Epoch [72][3520/3757] lr: 8.219e-02, eta: 6 days, 17:54:13, time: 0.814, data_time: 0.021, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5953, loss_cls: 3.0559, loss: 3.0559, grad_norm: 2.3477 2020-07-26 11:08:02,247 - mmaction - INFO - Epoch [72][3540/3757] lr: 8.219e-02, eta: 6 days, 17:53:52, time: 0.789, data_time: 0.008, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5922, loss_cls: 3.0531, loss: 3.0531, grad_norm: 2.3043 2020-07-26 11:08:18,389 - mmaction - INFO - Epoch [72][3560/3757] lr: 8.219e-02, eta: 6 days, 17:53:32, time: 0.809, data_time: 0.019, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6133, loss_cls: 2.9857, loss: 2.9857, grad_norm: 2.3413 2020-07-26 11:08:34,130 - mmaction - INFO - Epoch [72][3580/3757] lr: 8.219e-02, eta: 6 days, 17:53:11, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5922, loss_cls: 3.0217, loss: 3.0217, grad_norm: 2.3282 2020-07-26 11:08:50,246 - mmaction - INFO - Epoch [72][3600/3757] lr: 8.219e-02, eta: 6 days, 17:52:51, time: 0.806, data_time: 0.017, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5602, loss_cls: 3.0883, loss: 3.0883, grad_norm: 2.3238 2020-07-26 11:09:06,342 - mmaction - INFO - Epoch [72][3620/3757] lr: 8.219e-02, eta: 6 days, 17:52:31, time: 0.805, data_time: 0.021, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5961, loss_cls: 3.0162, loss: 3.0162, grad_norm: 2.2850 2020-07-26 11:09:22,427 - mmaction - INFO - Epoch [72][3640/3757] lr: 8.219e-02, eta: 6 days, 17:52:11, time: 0.805, data_time: 0.018, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5977, loss_cls: 3.0200, loss: 3.0200, grad_norm: 2.3800 2020-07-26 11:09:38,230 - mmaction - INFO - Epoch [72][3660/3757] lr: 8.219e-02, eta: 6 days, 17:51:49, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5703, loss_cls: 3.1331, loss: 3.1331, grad_norm: 2.3834 2020-07-26 11:09:53,947 - mmaction - INFO - Epoch [72][3680/3757] lr: 8.219e-02, eta: 6 days, 17:51:28, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5875, loss_cls: 2.9883, loss: 2.9883, grad_norm: 2.4153 2020-07-26 11:10:09,726 - mmaction - INFO - Epoch [72][3700/3757] lr: 8.219e-02, eta: 6 days, 17:51:06, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5680, loss_cls: 3.1067, loss: 3.1067, grad_norm: 2.3364 2020-07-26 11:10:25,718 - mmaction - INFO - Epoch [72][3720/3757] lr: 8.219e-02, eta: 6 days, 17:50:46, time: 0.799, data_time: 0.012, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5969, loss_cls: 3.0343, loss: 3.0343, grad_norm: 2.2984 2020-07-26 11:10:42,044 - mmaction - INFO - Epoch [72][3740/3757] lr: 8.219e-02, eta: 6 days, 17:50:27, time: 0.816, data_time: 0.023, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5789, loss_cls: 3.1131, loss: 3.1131, grad_norm: 2.3114 2020-07-26 11:11:04,768 - mmaction - INFO - Saving checkpoint at 72 epochs 2020-07-26 11:14:14,426 - mmaction - INFO - Epoch [73][20/3757] lr: 8.172e-02, eta: 6 days, 18:00:53, time: 9.425, data_time: 8.543, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5906, loss_cls: 3.0023, loss: 3.0023, grad_norm: 2.3297 2020-07-26 11:14:30,249 - mmaction - INFO - Epoch [73][40/3757] lr: 8.172e-02, eta: 6 days, 18:00:32, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5930, loss_cls: 3.0897, loss: 3.0897, grad_norm: 2.3328 2020-07-26 11:14:46,084 - mmaction - INFO - Epoch [73][60/3757] lr: 8.172e-02, eta: 6 days, 18:00:11, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5984, loss_cls: 3.0329, loss: 3.0329, grad_norm: 2.3980 2020-07-26 11:15:02,054 - mmaction - INFO - Epoch [73][80/3757] lr: 8.172e-02, eta: 6 days, 17:59:50, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6031, loss_cls: 3.0434, loss: 3.0434, grad_norm: 2.3758 2020-07-26 11:15:17,797 - mmaction - INFO - Epoch [73][100/3757] lr: 8.172e-02, eta: 6 days, 17:59:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5945, loss_cls: 3.0262, loss: 3.0262, grad_norm: 2.3052 2020-07-26 11:15:33,602 - mmaction - INFO - Epoch [73][120/3757] lr: 8.172e-02, eta: 6 days, 17:59:07, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5930, loss_cls: 3.0354, loss: 3.0354, grad_norm: 2.2655 2020-07-26 11:15:49,381 - mmaction - INFO - Epoch [73][140/3757] lr: 8.172e-02, eta: 6 days, 17:58:46, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6211, loss_cls: 2.8738, loss: 2.8738, grad_norm: 2.3617 2020-07-26 11:16:05,193 - mmaction - INFO - Epoch [73][160/3757] lr: 8.172e-02, eta: 6 days, 17:58:24, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5984, loss_cls: 2.9886, loss: 2.9886, grad_norm: 2.3268 2020-07-26 11:16:21,012 - mmaction - INFO - Epoch [73][180/3757] lr: 8.172e-02, eta: 6 days, 17:58:03, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 3.0039, loss: 3.0039, grad_norm: 2.3319 2020-07-26 11:16:36,799 - mmaction - INFO - Epoch [73][200/3757] lr: 8.172e-02, eta: 6 days, 17:57:42, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6156, loss_cls: 2.9430, loss: 2.9430, grad_norm: 2.4146 2020-07-26 11:16:52,638 - mmaction - INFO - Epoch [73][220/3757] lr: 8.172e-02, eta: 6 days, 17:57:21, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 2.8956, loss: 2.8956, grad_norm: 2.4339 2020-07-26 11:17:08,508 - mmaction - INFO - Epoch [73][240/3757] lr: 8.172e-02, eta: 6 days, 17:56:59, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5797, loss_cls: 3.0927, loss: 3.0927, grad_norm: 2.3807 2020-07-26 11:17:24,296 - mmaction - INFO - Epoch [73][260/3757] lr: 8.172e-02, eta: 6 days, 17:56:38, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5711, loss_cls: 3.1151, loss: 3.1151, grad_norm: 2.3737 2020-07-26 11:17:40,819 - mmaction - INFO - Epoch [73][280/3757] lr: 8.172e-02, eta: 6 days, 17:56:20, time: 0.826, data_time: 0.040, memory: 6196, top1_acc: 0.3688, top5_acc: 0.5984, loss_cls: 2.9865, loss: 2.9865, grad_norm: 2.3848 2020-07-26 11:17:56,610 - mmaction - INFO - Epoch [73][300/3757] lr: 8.172e-02, eta: 6 days, 17:55:58, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5906, loss_cls: 3.0862, loss: 3.0862, grad_norm: 2.4087 2020-07-26 11:18:12,477 - mmaction - INFO - Epoch [73][320/3757] lr: 8.172e-02, eta: 6 days, 17:55:37, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6016, loss_cls: 3.0288, loss: 3.0288, grad_norm: 2.3664 2020-07-26 11:18:32,191 - mmaction - INFO - Epoch [73][340/3757] lr: 8.172e-02, eta: 6 days, 17:55:32, time: 0.987, data_time: 0.200, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5672, loss_cls: 3.1576, loss: 3.1576, grad_norm: 2.3969 2020-07-26 11:18:48,379 - mmaction - INFO - Epoch [73][360/3757] lr: 8.172e-02, eta: 6 days, 17:55:13, time: 0.809, data_time: 0.025, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5875, loss_cls: 3.0218, loss: 3.0218, grad_norm: 2.3070 2020-07-26 11:19:04,546 - mmaction - INFO - Epoch [73][380/3757] lr: 8.172e-02, eta: 6 days, 17:54:53, time: 0.809, data_time: 0.018, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6062, loss_cls: 2.9443, loss: 2.9443, grad_norm: 2.3540 2020-07-26 11:19:20,799 - mmaction - INFO - Epoch [73][400/3757] lr: 8.172e-02, eta: 6 days, 17:54:33, time: 0.812, data_time: 0.026, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 3.0543, loss: 3.0543, grad_norm: 2.3901 2020-07-26 11:19:36,658 - mmaction - INFO - Epoch [73][420/3757] lr: 8.172e-02, eta: 6 days, 17:54:12, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6102, loss_cls: 2.9072, loss: 2.9072, grad_norm: 2.3240 2020-07-26 11:19:52,470 - mmaction - INFO - Epoch [73][440/3757] lr: 8.172e-02, eta: 6 days, 17:53:51, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5945, loss_cls: 3.0434, loss: 3.0434, grad_norm: 2.3720 2020-07-26 11:20:12,435 - mmaction - INFO - Epoch [73][460/3757] lr: 8.172e-02, eta: 6 days, 17:53:47, time: 0.998, data_time: 0.041, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 2.9657, loss: 2.9657, grad_norm: 2.3292 2020-07-26 11:20:31,554 - mmaction - INFO - Epoch [73][480/3757] lr: 8.172e-02, eta: 6 days, 17:53:39, time: 0.956, data_time: 0.128, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5820, loss_cls: 3.0602, loss: 3.0602, grad_norm: 2.3723 2020-07-26 11:20:47,792 - mmaction - INFO - Epoch [73][500/3757] lr: 8.172e-02, eta: 6 days, 17:53:20, time: 0.810, data_time: 0.017, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6289, loss_cls: 2.8276, loss: 2.8276, grad_norm: 2.3554 2020-07-26 11:21:04,077 - mmaction - INFO - Epoch [73][520/3757] lr: 8.172e-02, eta: 6 days, 17:53:01, time: 0.816, data_time: 0.023, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5797, loss_cls: 3.0621, loss: 3.0621, grad_norm: 2.3818 2020-07-26 11:21:20,121 - mmaction - INFO - Epoch [73][540/3757] lr: 8.172e-02, eta: 6 days, 17:52:40, time: 0.801, data_time: 0.014, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5781, loss_cls: 3.1210, loss: 3.1210, grad_norm: 2.3240 2020-07-26 11:21:35,892 - mmaction - INFO - Epoch [73][560/3757] lr: 8.172e-02, eta: 6 days, 17:52:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6133, loss_cls: 2.9416, loss: 2.9416, grad_norm: 2.3630 2020-07-26 11:21:51,782 - mmaction - INFO - Epoch [73][580/3757] lr: 8.172e-02, eta: 6 days, 17:51:58, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5992, loss_cls: 2.9880, loss: 2.9880, grad_norm: 2.3779 2020-07-26 11:22:07,609 - mmaction - INFO - Epoch [73][600/3757] lr: 8.172e-02, eta: 6 days, 17:51:37, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5891, loss_cls: 3.0153, loss: 3.0153, grad_norm: 2.3967 2020-07-26 11:22:23,375 - mmaction - INFO - Epoch [73][620/3757] lr: 8.172e-02, eta: 6 days, 17:51:15, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5555, loss_cls: 3.1266, loss: 3.1266, grad_norm: 2.4426 2020-07-26 11:22:39,180 - mmaction - INFO - Epoch [73][640/3757] lr: 8.172e-02, eta: 6 days, 17:50:54, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5922, loss_cls: 3.0695, loss: 3.0695, grad_norm: 2.4545 2020-07-26 11:22:55,052 - mmaction - INFO - Epoch [73][660/3757] lr: 8.172e-02, eta: 6 days, 17:50:33, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5672, loss_cls: 3.0489, loss: 3.0489, grad_norm: 2.3249 2020-07-26 11:23:10,880 - mmaction - INFO - Epoch [73][680/3757] lr: 8.172e-02, eta: 6 days, 17:50:12, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5836, loss_cls: 3.0341, loss: 3.0341, grad_norm: 2.2813 2020-07-26 11:23:26,665 - mmaction - INFO - Epoch [73][700/3757] lr: 8.172e-02, eta: 6 days, 17:49:50, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5891, loss_cls: 3.0429, loss: 3.0429, grad_norm: 2.4014 2020-07-26 11:23:42,449 - mmaction - INFO - Epoch [73][720/3757] lr: 8.172e-02, eta: 6 days, 17:49:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6109, loss_cls: 2.9064, loss: 2.9064, grad_norm: 2.3528 2020-07-26 11:23:58,264 - mmaction - INFO - Epoch [73][740/3757] lr: 8.172e-02, eta: 6 days, 17:49:07, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5914, loss_cls: 3.0607, loss: 3.0607, grad_norm: 2.3087 2020-07-26 11:24:14,053 - mmaction - INFO - Epoch [73][760/3757] lr: 8.172e-02, eta: 6 days, 17:48:46, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5930, loss_cls: 3.0353, loss: 3.0353, grad_norm: 2.3611 2020-07-26 11:24:29,889 - mmaction - INFO - Epoch [73][780/3757] lr: 8.172e-02, eta: 6 days, 17:48:25, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5914, loss_cls: 3.0010, loss: 3.0010, grad_norm: 2.4295 2020-07-26 11:24:47,593 - mmaction - INFO - Epoch [73][800/3757] lr: 8.172e-02, eta: 6 days, 17:48:11, time: 0.886, data_time: 0.093, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5945, loss_cls: 3.0029, loss: 3.0029, grad_norm: 2.3246 2020-07-26 11:25:03,689 - mmaction - INFO - Epoch [73][820/3757] lr: 8.172e-02, eta: 6 days, 17:47:51, time: 0.805, data_time: 0.006, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6047, loss_cls: 2.9511, loss: 2.9511, grad_norm: 2.3337 2020-07-26 11:25:19,524 - mmaction - INFO - Epoch [73][840/3757] lr: 8.172e-02, eta: 6 days, 17:47:30, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5953, loss_cls: 3.0457, loss: 3.0457, grad_norm: 2.4322 2020-07-26 11:25:35,618 - mmaction - INFO - Epoch [73][860/3757] lr: 8.172e-02, eta: 6 days, 17:47:10, time: 0.806, data_time: 0.017, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5781, loss_cls: 3.1100, loss: 3.1100, grad_norm: 2.4071 2020-07-26 11:25:51,673 - mmaction - INFO - Epoch [73][880/3757] lr: 8.172e-02, eta: 6 days, 17:46:50, time: 0.802, data_time: 0.014, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5930, loss_cls: 3.0434, loss: 3.0434, grad_norm: 2.3492 2020-07-26 11:26:08,027 - mmaction - INFO - Epoch [73][900/3757] lr: 8.172e-02, eta: 6 days, 17:46:31, time: 0.819, data_time: 0.004, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6164, loss_cls: 2.9690, loss: 2.9690, grad_norm: 2.3024 2020-07-26 11:26:29,719 - mmaction - INFO - Epoch [73][920/3757] lr: 8.172e-02, eta: 6 days, 17:46:34, time: 1.085, data_time: 0.299, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5969, loss_cls: 2.9489, loss: 2.9489, grad_norm: 2.3193 2020-07-26 11:26:45,803 - mmaction - INFO - Epoch [73][940/3757] lr: 8.172e-02, eta: 6 days, 17:46:14, time: 0.804, data_time: 0.014, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.9073, loss: 2.9073, grad_norm: 2.3036 2020-07-26 11:27:01,984 - mmaction - INFO - Epoch [73][960/3757] lr: 8.172e-02, eta: 6 days, 17:45:54, time: 0.810, data_time: 0.021, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0538, loss: 3.0538, grad_norm: 2.3587 2020-07-26 11:27:18,444 - mmaction - INFO - Epoch [73][980/3757] lr: 8.172e-02, eta: 6 days, 17:45:35, time: 0.821, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5953, loss_cls: 3.0519, loss: 3.0519, grad_norm: 2.3747 2020-07-26 11:27:34,436 - mmaction - INFO - Epoch [73][1000/3757] lr: 8.172e-02, eta: 6 days, 17:45:15, time: 0.800, data_time: 0.005, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5836, loss_cls: 3.0029, loss: 3.0029, grad_norm: 2.3436 2020-07-26 11:27:51,016 - mmaction - INFO - Epoch [73][1020/3757] lr: 8.172e-02, eta: 6 days, 17:44:57, time: 0.830, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5977, loss_cls: 2.9308, loss: 2.9308, grad_norm: 2.3168 2020-07-26 11:28:06,980 - mmaction - INFO - Epoch [73][1040/3757] lr: 8.172e-02, eta: 6 days, 17:44:36, time: 0.798, data_time: 0.014, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5883, loss_cls: 3.1363, loss: 3.1363, grad_norm: 2.3106 2020-07-26 11:28:22,851 - mmaction - INFO - Epoch [73][1060/3757] lr: 8.172e-02, eta: 6 days, 17:44:15, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5977, loss_cls: 3.0518, loss: 3.0518, grad_norm: 2.3856 2020-07-26 11:28:38,669 - mmaction - INFO - Epoch [73][1080/3757] lr: 8.172e-02, eta: 6 days, 17:43:54, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6078, loss_cls: 2.9769, loss: 2.9769, grad_norm: 2.3270 2020-07-26 11:28:55,132 - mmaction - INFO - Epoch [73][1100/3757] lr: 8.172e-02, eta: 6 days, 17:43:35, time: 0.823, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5969, loss_cls: 2.9287, loss: 2.9287, grad_norm: 2.3473 2020-07-26 11:29:10,977 - mmaction - INFO - Epoch [73][1120/3757] lr: 8.172e-02, eta: 6 days, 17:43:14, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5711, loss_cls: 3.0806, loss: 3.0806, grad_norm: 2.4294 2020-07-26 11:29:27,028 - mmaction - INFO - Epoch [73][1140/3757] lr: 8.172e-02, eta: 6 days, 17:42:54, time: 0.801, data_time: 0.012, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.0704, loss: 3.0704, grad_norm: 2.3771 2020-07-26 11:29:42,853 - mmaction - INFO - Epoch [73][1160/3757] lr: 8.172e-02, eta: 6 days, 17:42:33, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6031, loss_cls: 2.9920, loss: 2.9920, grad_norm: 2.3596 2020-07-26 11:29:58,707 - mmaction - INFO - Epoch [73][1180/3757] lr: 8.172e-02, eta: 6 days, 17:42:12, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.0648, loss: 3.0648, grad_norm: 2.3483 2020-07-26 11:30:14,505 - mmaction - INFO - Epoch [73][1200/3757] lr: 8.172e-02, eta: 6 days, 17:41:50, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6164, loss_cls: 2.9203, loss: 2.9203, grad_norm: 2.3024 2020-07-26 11:30:30,296 - mmaction - INFO - Epoch [73][1220/3757] lr: 8.172e-02, eta: 6 days, 17:41:29, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5703, loss_cls: 3.0627, loss: 3.0627, grad_norm: 2.3923 2020-07-26 11:30:46,152 - mmaction - INFO - Epoch [73][1240/3757] lr: 8.172e-02, eta: 6 days, 17:41:08, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5797, loss_cls: 3.0250, loss: 3.0250, grad_norm: 2.4363 2020-07-26 11:31:02,170 - mmaction - INFO - Epoch [73][1260/3757] lr: 8.172e-02, eta: 6 days, 17:40:48, time: 0.801, data_time: 0.011, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6008, loss_cls: 2.9264, loss: 2.9264, grad_norm: 2.3328 2020-07-26 11:31:17,865 - mmaction - INFO - Epoch [73][1280/3757] lr: 8.172e-02, eta: 6 days, 17:40:26, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5922, loss_cls: 3.0215, loss: 3.0215, grad_norm: 2.4030 2020-07-26 11:31:33,633 - mmaction - INFO - Epoch [73][1300/3757] lr: 8.172e-02, eta: 6 days, 17:40:04, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5773, loss_cls: 3.0629, loss: 3.0629, grad_norm: 2.4348 2020-07-26 11:31:49,428 - mmaction - INFO - Epoch [73][1320/3757] lr: 8.172e-02, eta: 6 days, 17:39:43, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5383, loss_cls: 3.2227, loss: 3.2227, grad_norm: 2.3280 2020-07-26 11:32:05,251 - mmaction - INFO - Epoch [73][1340/3757] lr: 8.172e-02, eta: 6 days, 17:39:22, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6039, loss_cls: 2.9988, loss: 2.9988, grad_norm: 2.3427 2020-07-26 11:32:21,020 - mmaction - INFO - Epoch [73][1360/3757] lr: 8.172e-02, eta: 6 days, 17:39:00, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5859, loss_cls: 3.0537, loss: 3.0537, grad_norm: 2.3938 2020-07-26 11:32:36,811 - mmaction - INFO - Epoch [73][1380/3757] lr: 8.172e-02, eta: 6 days, 17:38:39, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5719, loss_cls: 3.1015, loss: 3.1015, grad_norm: 2.3748 2020-07-26 11:32:52,652 - mmaction - INFO - Epoch [73][1400/3757] lr: 8.172e-02, eta: 6 days, 17:38:18, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6172, loss_cls: 2.8923, loss: 2.8923, grad_norm: 2.2900 2020-07-26 11:33:08,374 - mmaction - INFO - Epoch [73][1420/3757] lr: 8.172e-02, eta: 6 days, 17:37:56, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5836, loss_cls: 3.1020, loss: 3.1020, grad_norm: 2.3622 2020-07-26 11:33:24,165 - mmaction - INFO - Epoch [73][1440/3757] lr: 8.172e-02, eta: 6 days, 17:37:35, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5750, loss_cls: 3.1177, loss: 3.1177, grad_norm: 2.3617 2020-07-26 11:33:39,892 - mmaction - INFO - Epoch [73][1460/3757] lr: 8.172e-02, eta: 6 days, 17:37:13, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6133, loss_cls: 3.0280, loss: 3.0280, grad_norm: 2.3593 2020-07-26 11:33:55,665 - mmaction - INFO - Epoch [73][1480/3757] lr: 8.172e-02, eta: 6 days, 17:36:52, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5898, loss_cls: 3.0175, loss: 3.0175, grad_norm: 2.3642 2020-07-26 11:34:11,459 - mmaction - INFO - Epoch [73][1500/3757] lr: 8.172e-02, eta: 6 days, 17:36:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6039, loss_cls: 2.9852, loss: 2.9852, grad_norm: 2.3117 2020-07-26 11:34:27,245 - mmaction - INFO - Epoch [73][1520/3757] lr: 8.172e-02, eta: 6 days, 17:36:09, time: 0.789, data_time: 0.007, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5961, loss_cls: 3.0160, loss: 3.0160, grad_norm: 2.4135 2020-07-26 11:34:43,002 - mmaction - INFO - Epoch [73][1540/3757] lr: 8.172e-02, eta: 6 days, 17:35:48, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6062, loss_cls: 3.0130, loss: 3.0130, grad_norm: 2.3605 2020-07-26 11:34:59,134 - mmaction - INFO - Epoch [73][1560/3757] lr: 8.172e-02, eta: 6 days, 17:35:28, time: 0.807, data_time: 0.014, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6047, loss_cls: 2.8812, loss: 2.8812, grad_norm: 2.3793 2020-07-26 11:35:15,250 - mmaction - INFO - Epoch [73][1580/3757] lr: 8.172e-02, eta: 6 days, 17:35:08, time: 0.806, data_time: 0.022, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5992, loss_cls: 3.0119, loss: 3.0119, grad_norm: 2.4137 2020-07-26 11:35:31,416 - mmaction - INFO - Epoch [73][1600/3757] lr: 8.172e-02, eta: 6 days, 17:34:48, time: 0.808, data_time: 0.017, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5789, loss_cls: 3.0854, loss: 3.0854, grad_norm: 2.3024 2020-07-26 11:35:47,564 - mmaction - INFO - Epoch [73][1620/3757] lr: 8.172e-02, eta: 6 days, 17:34:28, time: 0.808, data_time: 0.023, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5836, loss_cls: 3.0472, loss: 3.0472, grad_norm: 2.4029 2020-07-26 11:36:03,596 - mmaction - INFO - Epoch [73][1640/3757] lr: 8.172e-02, eta: 6 days, 17:34:08, time: 0.802, data_time: 0.016, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5742, loss_cls: 3.0890, loss: 3.0890, grad_norm: 2.3131 2020-07-26 11:36:19,330 - mmaction - INFO - Epoch [73][1660/3757] lr: 8.172e-02, eta: 6 days, 17:33:46, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.5977, loss_cls: 2.9703, loss: 2.9703, grad_norm: 2.3457 2020-07-26 11:36:35,372 - mmaction - INFO - Epoch [73][1680/3757] lr: 8.172e-02, eta: 6 days, 17:33:26, time: 0.802, data_time: 0.014, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5828, loss_cls: 3.1306, loss: 3.1306, grad_norm: 2.3768 2020-07-26 11:36:51,531 - mmaction - INFO - Epoch [73][1700/3757] lr: 8.172e-02, eta: 6 days, 17:33:06, time: 0.807, data_time: 0.024, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5828, loss_cls: 3.0782, loss: 3.0782, grad_norm: 2.3607 2020-07-26 11:37:07,791 - mmaction - INFO - Epoch [73][1720/3757] lr: 8.172e-02, eta: 6 days, 17:32:47, time: 0.815, data_time: 0.025, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6016, loss_cls: 2.9932, loss: 2.9932, grad_norm: 2.3579 2020-07-26 11:37:23,550 - mmaction - INFO - Epoch [73][1740/3757] lr: 8.172e-02, eta: 6 days, 17:32:26, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5867, loss_cls: 3.0076, loss: 3.0076, grad_norm: 2.3750 2020-07-26 11:37:39,768 - mmaction - INFO - Epoch [73][1760/3757] lr: 8.172e-02, eta: 6 days, 17:32:06, time: 0.810, data_time: 0.023, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.9648, loss: 2.9648, grad_norm: 2.3239 2020-07-26 11:37:55,845 - mmaction - INFO - Epoch [73][1780/3757] lr: 8.172e-02, eta: 6 days, 17:31:46, time: 0.804, data_time: 0.019, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5938, loss_cls: 2.9866, loss: 2.9866, grad_norm: 2.3906 2020-07-26 11:38:12,009 - mmaction - INFO - Epoch [73][1800/3757] lr: 8.172e-02, eta: 6 days, 17:31:26, time: 0.808, data_time: 0.022, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6078, loss_cls: 2.9595, loss: 2.9595, grad_norm: 2.4152 2020-07-26 11:38:27,814 - mmaction - INFO - Epoch [73][1820/3757] lr: 8.172e-02, eta: 6 days, 17:31:05, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5797, loss_cls: 3.0994, loss: 3.0994, grad_norm: 2.3970 2020-07-26 11:38:44,023 - mmaction - INFO - Epoch [73][1840/3757] lr: 8.172e-02, eta: 6 days, 17:30:45, time: 0.810, data_time: 0.023, memory: 6196, top1_acc: 0.3586, top5_acc: 0.5953, loss_cls: 3.0145, loss: 3.0145, grad_norm: 2.3737 2020-07-26 11:38:59,996 - mmaction - INFO - Epoch [73][1860/3757] lr: 8.172e-02, eta: 6 days, 17:30:25, time: 0.796, data_time: 0.015, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6008, loss_cls: 3.0247, loss: 3.0247, grad_norm: 2.3816 2020-07-26 11:39:16,160 - mmaction - INFO - Epoch [73][1880/3757] lr: 8.172e-02, eta: 6 days, 17:30:05, time: 0.810, data_time: 0.023, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5898, loss_cls: 3.0257, loss: 3.0257, grad_norm: 2.4080 2020-07-26 11:39:31,917 - mmaction - INFO - Epoch [73][1900/3757] lr: 8.172e-02, eta: 6 days, 17:29:44, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.5984, loss_cls: 2.9530, loss: 2.9530, grad_norm: 2.3574 2020-07-26 11:39:48,183 - mmaction - INFO - Epoch [73][1920/3757] lr: 8.172e-02, eta: 6 days, 17:29:24, time: 0.812, data_time: 0.023, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5789, loss_cls: 3.0699, loss: 3.0699, grad_norm: 2.4181 2020-07-26 11:40:04,364 - mmaction - INFO - Epoch [73][1940/3757] lr: 8.172e-02, eta: 6 days, 17:29:05, time: 0.810, data_time: 0.019, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5977, loss_cls: 3.0232, loss: 3.0232, grad_norm: 2.3853 2020-07-26 11:40:20,029 - mmaction - INFO - Epoch [73][1960/3757] lr: 8.172e-02, eta: 6 days, 17:28:43, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5648, loss_cls: 3.1157, loss: 3.1157, grad_norm: 2.3434 2020-07-26 11:40:36,125 - mmaction - INFO - Epoch [73][1980/3757] lr: 8.172e-02, eta: 6 days, 17:28:23, time: 0.805, data_time: 0.019, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5805, loss_cls: 3.0879, loss: 3.0879, grad_norm: 2.3221 2020-07-26 11:40:52,475 - mmaction - INFO - Epoch [73][2000/3757] lr: 8.172e-02, eta: 6 days, 17:28:04, time: 0.817, data_time: 0.021, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5914, loss_cls: 3.0481, loss: 3.0481, grad_norm: 2.3836 2020-07-26 11:41:08,302 - mmaction - INFO - Epoch [73][2020/3757] lr: 8.172e-02, eta: 6 days, 17:27:43, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6008, loss_cls: 2.9260, loss: 2.9260, grad_norm: 2.3956 2020-07-26 11:41:24,126 - mmaction - INFO - Epoch [73][2040/3757] lr: 8.172e-02, eta: 6 days, 17:27:21, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5852, loss_cls: 3.0425, loss: 3.0425, grad_norm: 2.4505 2020-07-26 11:41:40,243 - mmaction - INFO - Epoch [73][2060/3757] lr: 8.172e-02, eta: 6 days, 17:27:01, time: 0.805, data_time: 0.015, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6211, loss_cls: 2.8867, loss: 2.8867, grad_norm: 2.3555 2020-07-26 11:41:56,417 - mmaction - INFO - Epoch [73][2080/3757] lr: 8.172e-02, eta: 6 days, 17:26:42, time: 0.810, data_time: 0.027, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5773, loss_cls: 3.0907, loss: 3.0907, grad_norm: 2.4336 2020-07-26 11:42:12,532 - mmaction - INFO - Epoch [73][2100/3757] lr: 8.172e-02, eta: 6 days, 17:26:22, time: 0.806, data_time: 0.021, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5813, loss_cls: 3.0955, loss: 3.0955, grad_norm: 2.4165 2020-07-26 11:42:28,323 - mmaction - INFO - Epoch [73][2120/3757] lr: 8.172e-02, eta: 6 days, 17:26:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5930, loss_cls: 3.0965, loss: 3.0965, grad_norm: 2.4485 2020-07-26 11:42:44,220 - mmaction - INFO - Epoch [73][2140/3757] lr: 8.172e-02, eta: 6 days, 17:25:40, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5914, loss_cls: 3.0215, loss: 3.0215, grad_norm: 2.4103 2020-07-26 11:43:00,027 - mmaction - INFO - Epoch [73][2160/3757] lr: 8.172e-02, eta: 6 days, 17:25:18, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5789, loss_cls: 3.1305, loss: 3.1305, grad_norm: 2.3623 2020-07-26 11:43:15,808 - mmaction - INFO - Epoch [73][2180/3757] lr: 8.172e-02, eta: 6 days, 17:24:57, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5922, loss_cls: 3.0106, loss: 3.0106, grad_norm: 2.4047 2020-07-26 11:43:31,603 - mmaction - INFO - Epoch [73][2200/3757] lr: 8.172e-02, eta: 6 days, 17:24:36, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5703, loss_cls: 3.1196, loss: 3.1196, grad_norm: 2.4226 2020-07-26 11:43:47,457 - mmaction - INFO - Epoch [73][2220/3757] lr: 8.172e-02, eta: 6 days, 17:24:15, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6109, loss_cls: 2.9237, loss: 2.9237, grad_norm: 2.3006 2020-07-26 11:44:03,242 - mmaction - INFO - Epoch [73][2240/3757] lr: 8.172e-02, eta: 6 days, 17:23:53, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.9087, loss: 2.9087, grad_norm: 2.3968 2020-07-26 11:44:18,998 - mmaction - INFO - Epoch [73][2260/3757] lr: 8.172e-02, eta: 6 days, 17:23:32, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5977, loss_cls: 2.9839, loss: 2.9839, grad_norm: 2.3662 2020-07-26 11:44:34,756 - mmaction - INFO - Epoch [73][2280/3757] lr: 8.172e-02, eta: 6 days, 17:23:11, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5789, loss_cls: 3.1022, loss: 3.1022, grad_norm: 2.4190 2020-07-26 11:44:50,853 - mmaction - INFO - Epoch [73][2300/3757] lr: 8.172e-02, eta: 6 days, 17:22:51, time: 0.805, data_time: 0.013, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5719, loss_cls: 3.0333, loss: 3.0333, grad_norm: 2.3011 2020-07-26 11:45:06,697 - mmaction - INFO - Epoch [73][2320/3757] lr: 8.172e-02, eta: 6 days, 17:22:29, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5945, loss_cls: 3.0061, loss: 3.0061, grad_norm: 2.3201 2020-07-26 11:45:22,414 - mmaction - INFO - Epoch [73][2340/3757] lr: 8.172e-02, eta: 6 days, 17:22:08, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5953, loss_cls: 2.9880, loss: 2.9880, grad_norm: 2.3004 2020-07-26 11:45:38,262 - mmaction - INFO - Epoch [73][2360/3757] lr: 8.172e-02, eta: 6 days, 17:21:47, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6008, loss_cls: 3.0143, loss: 3.0143, grad_norm: 2.3972 2020-07-26 11:45:54,445 - mmaction - INFO - Epoch [73][2380/3757] lr: 8.172e-02, eta: 6 days, 17:21:27, time: 0.807, data_time: 0.024, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6039, loss_cls: 2.9469, loss: 2.9469, grad_norm: 2.4138 2020-07-26 11:46:10,468 - mmaction - INFO - Epoch [73][2400/3757] lr: 8.172e-02, eta: 6 days, 17:21:07, time: 0.803, data_time: 0.017, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5898, loss_cls: 2.9941, loss: 2.9941, grad_norm: 2.3489 2020-07-26 11:46:26,674 - mmaction - INFO - Epoch [73][2420/3757] lr: 8.172e-02, eta: 6 days, 17:20:47, time: 0.810, data_time: 0.024, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5727, loss_cls: 3.0553, loss: 3.0553, grad_norm: 2.4287 2020-07-26 11:46:42,435 - mmaction - INFO - Epoch [73][2440/3757] lr: 8.172e-02, eta: 6 days, 17:20:26, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6031, loss_cls: 2.8987, loss: 2.8987, grad_norm: 2.3513 2020-07-26 11:46:58,734 - mmaction - INFO - Epoch [73][2460/3757] lr: 8.172e-02, eta: 6 days, 17:20:07, time: 0.815, data_time: 0.024, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5742, loss_cls: 3.1723, loss: 3.1723, grad_norm: 2.3692 2020-07-26 11:47:14,522 - mmaction - INFO - Epoch [73][2480/3757] lr: 8.172e-02, eta: 6 days, 17:19:46, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5969, loss_cls: 2.9858, loss: 2.9858, grad_norm: 2.3354 2020-07-26 11:47:30,601 - mmaction - INFO - Epoch [73][2500/3757] lr: 8.172e-02, eta: 6 days, 17:19:25, time: 0.804, data_time: 0.015, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5758, loss_cls: 3.0604, loss: 3.0604, grad_norm: 2.3874 2020-07-26 11:47:46,861 - mmaction - INFO - Epoch [73][2520/3757] lr: 8.172e-02, eta: 6 days, 17:19:06, time: 0.813, data_time: 0.020, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5758, loss_cls: 3.0856, loss: 3.0856, grad_norm: 2.3750 2020-07-26 11:48:02,707 - mmaction - INFO - Epoch [73][2540/3757] lr: 8.172e-02, eta: 6 days, 17:18:45, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5742, loss_cls: 3.0531, loss: 3.0531, grad_norm: 2.3548 2020-07-26 11:48:23,612 - mmaction - INFO - Epoch [73][2560/3757] lr: 8.172e-02, eta: 6 days, 17:18:45, time: 1.045, data_time: 0.255, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5781, loss_cls: 3.0974, loss: 3.0974, grad_norm: 2.3562 2020-07-26 11:48:43,780 - mmaction - INFO - Epoch [73][2580/3757] lr: 8.172e-02, eta: 6 days, 17:18:41, time: 1.007, data_time: 0.175, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6000, loss_cls: 3.0450, loss: 3.0450, grad_norm: 2.3970 2020-07-26 11:48:59,930 - mmaction - INFO - Epoch [73][2600/3757] lr: 8.172e-02, eta: 6 days, 17:18:22, time: 0.809, data_time: 0.024, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5883, loss_cls: 3.0885, loss: 3.0885, grad_norm: 2.3815 2020-07-26 11:49:15,910 - mmaction - INFO - Epoch [73][2620/3757] lr: 8.172e-02, eta: 6 days, 17:18:01, time: 0.799, data_time: 0.016, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5930, loss_cls: 3.0482, loss: 3.0482, grad_norm: 2.3845 2020-07-26 11:49:32,068 - mmaction - INFO - Epoch [73][2640/3757] lr: 8.172e-02, eta: 6 days, 17:17:41, time: 0.808, data_time: 0.022, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5867, loss_cls: 3.1205, loss: 3.1205, grad_norm: 2.4241 2020-07-26 11:49:48,174 - mmaction - INFO - Epoch [73][2660/3757] lr: 8.172e-02, eta: 6 days, 17:17:21, time: 0.805, data_time: 0.018, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5719, loss_cls: 3.1105, loss: 3.1105, grad_norm: 2.3238 2020-07-26 11:50:04,570 - mmaction - INFO - Epoch [73][2680/3757] lr: 8.172e-02, eta: 6 days, 17:17:03, time: 0.820, data_time: 0.021, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5766, loss_cls: 3.0779, loss: 3.0779, grad_norm: 2.3148 2020-07-26 11:50:20,347 - mmaction - INFO - Epoch [73][2700/3757] lr: 8.172e-02, eta: 6 days, 17:16:41, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6023, loss_cls: 2.9386, loss: 2.9386, grad_norm: 2.3097 2020-07-26 11:50:36,552 - mmaction - INFO - Epoch [73][2720/3757] lr: 8.172e-02, eta: 6 days, 17:16:22, time: 0.810, data_time: 0.016, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5883, loss_cls: 3.0638, loss: 3.0638, grad_norm: 2.3819 2020-07-26 11:50:52,309 - mmaction - INFO - Epoch [73][2740/3757] lr: 8.172e-02, eta: 6 days, 17:16:00, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5836, loss_cls: 3.1057, loss: 3.1057, grad_norm: 2.3337 2020-07-26 11:51:08,163 - mmaction - INFO - Epoch [73][2760/3757] lr: 8.172e-02, eta: 6 days, 17:15:39, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5836, loss_cls: 3.0636, loss: 3.0636, grad_norm: 2.3124 2020-07-26 11:51:24,315 - mmaction - INFO - Epoch [73][2780/3757] lr: 8.172e-02, eta: 6 days, 17:15:20, time: 0.809, data_time: 0.020, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5977, loss_cls: 2.9790, loss: 2.9790, grad_norm: 2.3116 2020-07-26 11:51:40,493 - mmaction - INFO - Epoch [73][2800/3757] lr: 8.172e-02, eta: 6 days, 17:15:00, time: 0.809, data_time: 0.020, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5922, loss_cls: 3.0997, loss: 3.0997, grad_norm: 2.4064 2020-07-26 11:51:56,983 - mmaction - INFO - Epoch [73][2820/3757] lr: 8.172e-02, eta: 6 days, 17:14:42, time: 0.825, data_time: 0.024, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5773, loss_cls: 3.0817, loss: 3.0817, grad_norm: 2.3790 2020-07-26 11:52:12,808 - mmaction - INFO - Epoch [73][2840/3757] lr: 8.172e-02, eta: 6 days, 17:14:20, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5992, loss_cls: 3.0419, loss: 3.0419, grad_norm: 2.3597 2020-07-26 11:52:28,619 - mmaction - INFO - Epoch [73][2860/3757] lr: 8.172e-02, eta: 6 days, 17:13:59, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5867, loss_cls: 3.0680, loss: 3.0680, grad_norm: 2.3814 2020-07-26 11:52:44,396 - mmaction - INFO - Epoch [73][2880/3757] lr: 8.172e-02, eta: 6 days, 17:13:38, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5516, loss_cls: 3.2010, loss: 3.2010, grad_norm: 2.3805 2020-07-26 11:53:00,239 - mmaction - INFO - Epoch [73][2900/3757] lr: 8.172e-02, eta: 6 days, 17:13:17, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5891, loss_cls: 3.0334, loss: 3.0334, grad_norm: 2.3049 2020-07-26 11:53:16,025 - mmaction - INFO - Epoch [73][2920/3757] lr: 8.172e-02, eta: 6 days, 17:12:56, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5727, loss_cls: 3.0672, loss: 3.0672, grad_norm: 2.3387 2020-07-26 11:53:31,848 - mmaction - INFO - Epoch [73][2940/3757] lr: 8.172e-02, eta: 6 days, 17:12:34, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5961, loss_cls: 3.0009, loss: 3.0009, grad_norm: 2.3211 2020-07-26 11:53:47,629 - mmaction - INFO - Epoch [73][2960/3757] lr: 8.172e-02, eta: 6 days, 17:12:13, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6039, loss_cls: 2.9742, loss: 2.9742, grad_norm: 2.3655 2020-07-26 11:54:03,363 - mmaction - INFO - Epoch [73][2980/3757] lr: 8.172e-02, eta: 6 days, 17:11:52, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5828, loss_cls: 3.0778, loss: 3.0778, grad_norm: 2.4093 2020-07-26 11:54:19,221 - mmaction - INFO - Epoch [73][3000/3757] lr: 8.172e-02, eta: 6 days, 17:11:31, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6039, loss_cls: 2.9615, loss: 2.9615, grad_norm: 2.3496 2020-07-26 11:54:34,989 - mmaction - INFO - Epoch [73][3020/3757] lr: 8.172e-02, eta: 6 days, 17:11:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5945, loss_cls: 3.0347, loss: 3.0347, grad_norm: 2.3590 2020-07-26 11:54:50,788 - mmaction - INFO - Epoch [73][3040/3757] lr: 8.172e-02, eta: 6 days, 17:10:48, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.1030, loss: 3.1030, grad_norm: 2.3544 2020-07-26 11:55:06,748 - mmaction - INFO - Epoch [73][3060/3757] lr: 8.172e-02, eta: 6 days, 17:10:28, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6047, loss_cls: 2.9636, loss: 2.9636, grad_norm: 2.3231 2020-07-26 11:55:22,602 - mmaction - INFO - Epoch [73][3080/3757] lr: 8.172e-02, eta: 6 days, 17:10:07, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5672, loss_cls: 3.1444, loss: 3.1444, grad_norm: 2.3887 2020-07-26 11:55:38,434 - mmaction - INFO - Epoch [73][3100/3757] lr: 8.172e-02, eta: 6 days, 17:09:46, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5656, loss_cls: 3.1487, loss: 3.1487, grad_norm: 2.3115 2020-07-26 11:55:54,245 - mmaction - INFO - Epoch [73][3120/3757] lr: 8.172e-02, eta: 6 days, 17:09:25, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5992, loss_cls: 2.9614, loss: 2.9614, grad_norm: 2.3574 2020-07-26 11:56:10,071 - mmaction - INFO - Epoch [73][3140/3757] lr: 8.172e-02, eta: 6 days, 17:09:03, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5687, loss_cls: 3.1662, loss: 3.1662, grad_norm: 2.4575 2020-07-26 11:56:26,312 - mmaction - INFO - Epoch [73][3160/3757] lr: 8.172e-02, eta: 6 days, 17:08:44, time: 0.813, data_time: 0.028, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5930, loss_cls: 3.0235, loss: 3.0235, grad_norm: 2.4145 2020-07-26 11:56:42,079 - mmaction - INFO - Epoch [73][3180/3757] lr: 8.172e-02, eta: 6 days, 17:08:23, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5805, loss_cls: 3.1178, loss: 3.1178, grad_norm: 2.3849 2020-07-26 11:56:58,040 - mmaction - INFO - Epoch [73][3200/3757] lr: 8.172e-02, eta: 6 days, 17:08:02, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5602, loss_cls: 3.1609, loss: 3.1609, grad_norm: 2.3689 2020-07-26 11:57:13,815 - mmaction - INFO - Epoch [73][3220/3757] lr: 8.172e-02, eta: 6 days, 17:07:41, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6047, loss_cls: 2.9656, loss: 2.9656, grad_norm: 2.2559 2020-07-26 11:57:29,637 - mmaction - INFO - Epoch [73][3240/3757] lr: 8.172e-02, eta: 6 days, 17:07:20, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.6008, loss_cls: 3.0287, loss: 3.0287, grad_norm: 2.3153 2020-07-26 11:57:45,437 - mmaction - INFO - Epoch [73][3260/3757] lr: 8.172e-02, eta: 6 days, 17:06:59, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5813, loss_cls: 3.0613, loss: 3.0613, grad_norm: 2.3099 2020-07-26 11:58:01,288 - mmaction - INFO - Epoch [73][3280/3757] lr: 8.172e-02, eta: 6 days, 17:06:38, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6023, loss_cls: 2.9493, loss: 2.9493, grad_norm: 2.3672 2020-07-26 11:58:17,068 - mmaction - INFO - Epoch [73][3300/3757] lr: 8.172e-02, eta: 6 days, 17:06:16, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5953, loss_cls: 3.0083, loss: 3.0083, grad_norm: 2.3954 2020-07-26 11:58:32,868 - mmaction - INFO - Epoch [73][3320/3757] lr: 8.172e-02, eta: 6 days, 17:05:55, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5883, loss_cls: 3.0610, loss: 3.0610, grad_norm: 2.3318 2020-07-26 11:58:48,815 - mmaction - INFO - Epoch [73][3340/3757] lr: 8.172e-02, eta: 6 days, 17:05:35, time: 0.798, data_time: 0.005, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5742, loss_cls: 3.0994, loss: 3.0994, grad_norm: 2.3276 2020-07-26 11:59:04,589 - mmaction - INFO - Epoch [73][3360/3757] lr: 8.172e-02, eta: 6 days, 17:05:13, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6055, loss_cls: 3.0067, loss: 3.0067, grad_norm: 2.3651 2020-07-26 11:59:20,396 - mmaction - INFO - Epoch [73][3380/3757] lr: 8.172e-02, eta: 6 days, 17:04:52, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5938, loss_cls: 3.0353, loss: 3.0353, grad_norm: 2.3730 2020-07-26 11:59:36,368 - mmaction - INFO - Epoch [73][3400/3757] lr: 8.172e-02, eta: 6 days, 17:04:32, time: 0.799, data_time: 0.012, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5828, loss_cls: 2.9934, loss: 2.9934, grad_norm: 2.3711 2020-07-26 11:59:52,190 - mmaction - INFO - Epoch [73][3420/3757] lr: 8.172e-02, eta: 6 days, 17:04:11, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6195, loss_cls: 2.9448, loss: 2.9448, grad_norm: 2.3580 2020-07-26 12:00:14,114 - mmaction - INFO - Epoch [73][3440/3757] lr: 8.172e-02, eta: 6 days, 17:04:14, time: 1.094, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5859, loss_cls: 3.0079, loss: 3.0079, grad_norm: 2.3688 2020-07-26 12:00:29,986 - mmaction - INFO - Epoch [73][3460/3757] lr: 8.172e-02, eta: 6 days, 17:03:53, time: 0.796, data_time: 0.007, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5898, loss_cls: 3.0376, loss: 3.0376, grad_norm: 2.2920 2020-07-26 12:00:45,810 - mmaction - INFO - Epoch [73][3480/3757] lr: 8.172e-02, eta: 6 days, 17:03:32, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6008, loss_cls: 2.9610, loss: 2.9610, grad_norm: 2.2894 2020-07-26 12:01:01,659 - mmaction - INFO - Epoch [73][3500/3757] lr: 8.172e-02, eta: 6 days, 17:03:11, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5836, loss_cls: 3.0986, loss: 3.0986, grad_norm: 2.3959 2020-07-26 12:01:17,494 - mmaction - INFO - Epoch [73][3520/3757] lr: 8.172e-02, eta: 6 days, 17:02:50, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6000, loss_cls: 3.0417, loss: 3.0417, grad_norm: 2.3682 2020-07-26 12:01:33,277 - mmaction - INFO - Epoch [73][3540/3757] lr: 8.172e-02, eta: 6 days, 17:02:29, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5984, loss_cls: 2.9471, loss: 2.9471, grad_norm: 2.3664 2020-07-26 12:01:49,088 - mmaction - INFO - Epoch [73][3560/3757] lr: 8.172e-02, eta: 6 days, 17:02:08, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5852, loss_cls: 3.0931, loss: 3.0931, grad_norm: 2.3950 2020-07-26 12:02:04,937 - mmaction - INFO - Epoch [73][3580/3757] lr: 8.172e-02, eta: 6 days, 17:01:47, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5898, loss_cls: 3.0164, loss: 3.0164, grad_norm: 2.2993 2020-07-26 12:02:20,825 - mmaction - INFO - Epoch [73][3600/3757] lr: 8.172e-02, eta: 6 days, 17:01:26, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5953, loss_cls: 3.0519, loss: 3.0519, grad_norm: 2.4792 2020-07-26 12:02:36,614 - mmaction - INFO - Epoch [73][3620/3757] lr: 8.172e-02, eta: 6 days, 17:01:05, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5867, loss_cls: 3.0483, loss: 3.0483, grad_norm: 2.4416 2020-07-26 12:02:52,443 - mmaction - INFO - Epoch [73][3640/3757] lr: 8.172e-02, eta: 6 days, 17:00:44, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5758, loss_cls: 3.1321, loss: 3.1321, grad_norm: 2.3519 2020-07-26 12:03:08,281 - mmaction - INFO - Epoch [73][3660/3757] lr: 8.172e-02, eta: 6 days, 17:00:23, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5938, loss_cls: 2.9910, loss: 2.9910, grad_norm: 2.2473 2020-07-26 12:03:24,076 - mmaction - INFO - Epoch [73][3680/3757] lr: 8.172e-02, eta: 6 days, 17:00:02, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5844, loss_cls: 3.0291, loss: 3.0291, grad_norm: 2.3027 2020-07-26 12:03:39,959 - mmaction - INFO - Epoch [73][3700/3757] lr: 8.172e-02, eta: 6 days, 16:59:41, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5781, loss_cls: 3.0321, loss: 3.0321, grad_norm: 2.3226 2020-07-26 12:03:55,789 - mmaction - INFO - Epoch [73][3720/3757] lr: 8.172e-02, eta: 6 days, 16:59:20, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5984, loss_cls: 3.0339, loss: 3.0339, grad_norm: 2.3478 2020-07-26 12:04:11,548 - mmaction - INFO - Epoch [73][3740/3757] lr: 8.172e-02, eta: 6 days, 16:58:58, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6227, loss_cls: 2.9285, loss: 2.9285, grad_norm: 2.3422 2020-07-26 12:07:45,185 - mmaction - INFO - Epoch [74][20/3757] lr: 8.124e-02, eta: 6 days, 17:09:25, time: 9.649, data_time: 8.748, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5898, loss_cls: 3.0074, loss: 3.0074, grad_norm: 2.2996 2020-07-26 12:08:00,990 - mmaction - INFO - Epoch [74][40/3757] lr: 8.124e-02, eta: 6 days, 17:09:04, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6125, loss_cls: 3.0252, loss: 3.0252, grad_norm: 2.3745 2020-07-26 12:08:16,836 - mmaction - INFO - Epoch [74][60/3757] lr: 8.124e-02, eta: 6 days, 17:08:43, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5992, loss_cls: 2.9912, loss: 2.9912, grad_norm: 2.3604 2020-07-26 12:08:32,689 - mmaction - INFO - Epoch [74][80/3757] lr: 8.124e-02, eta: 6 days, 17:08:22, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5984, loss_cls: 2.9778, loss: 2.9778, grad_norm: 2.3633 2020-07-26 12:08:48,513 - mmaction - INFO - Epoch [74][100/3757] lr: 8.124e-02, eta: 6 days, 17:08:01, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6172, loss_cls: 2.9167, loss: 2.9167, grad_norm: 2.3297 2020-07-26 12:09:04,322 - mmaction - INFO - Epoch [74][120/3757] lr: 8.124e-02, eta: 6 days, 17:07:39, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5578, loss_cls: 3.1331, loss: 3.1331, grad_norm: 2.4095 2020-07-26 12:09:20,155 - mmaction - INFO - Epoch [74][140/3757] lr: 8.124e-02, eta: 6 days, 17:07:18, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5961, loss_cls: 2.9832, loss: 2.9832, grad_norm: 2.3323 2020-07-26 12:09:35,992 - mmaction - INFO - Epoch [74][160/3757] lr: 8.124e-02, eta: 6 days, 17:06:57, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6133, loss_cls: 2.9375, loss: 2.9375, grad_norm: 2.3572 2020-07-26 12:09:51,818 - mmaction - INFO - Epoch [74][180/3757] lr: 8.124e-02, eta: 6 days, 17:06:36, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5742, loss_cls: 3.1034, loss: 3.1034, grad_norm: 2.3721 2020-07-26 12:10:07,660 - mmaction - INFO - Epoch [74][200/3757] lr: 8.124e-02, eta: 6 days, 17:06:15, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5977, loss_cls: 3.0341, loss: 3.0341, grad_norm: 2.3611 2020-07-26 12:10:23,738 - mmaction - INFO - Epoch [74][220/3757] lr: 8.124e-02, eta: 6 days, 17:05:55, time: 0.804, data_time: 0.017, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5867, loss_cls: 3.0045, loss: 3.0045, grad_norm: 2.3624 2020-07-26 12:10:39,500 - mmaction - INFO - Epoch [74][240/3757] lr: 8.124e-02, eta: 6 days, 17:05:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5898, loss_cls: 2.9528, loss: 2.9528, grad_norm: 2.3297 2020-07-26 12:10:55,347 - mmaction - INFO - Epoch [74][260/3757] lr: 8.124e-02, eta: 6 days, 17:05:12, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6266, loss_cls: 2.9279, loss: 2.9279, grad_norm: 2.4069 2020-07-26 12:11:11,113 - mmaction - INFO - Epoch [74][280/3757] lr: 8.124e-02, eta: 6 days, 17:04:51, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5852, loss_cls: 3.0824, loss: 3.0824, grad_norm: 2.3826 2020-07-26 12:11:26,899 - mmaction - INFO - Epoch [74][300/3757] lr: 8.124e-02, eta: 6 days, 17:04:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5984, loss_cls: 2.9947, loss: 2.9947, grad_norm: 2.2924 2020-07-26 12:11:42,702 - mmaction - INFO - Epoch [74][320/3757] lr: 8.124e-02, eta: 6 days, 17:04:09, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5953, loss_cls: 2.9556, loss: 2.9556, grad_norm: 2.3022 2020-07-26 12:11:58,507 - mmaction - INFO - Epoch [74][340/3757] lr: 8.124e-02, eta: 6 days, 17:03:47, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6023, loss_cls: 3.0464, loss: 3.0464, grad_norm: 2.4489 2020-07-26 12:12:14,320 - mmaction - INFO - Epoch [74][360/3757] lr: 8.124e-02, eta: 6 days, 17:03:26, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6234, loss_cls: 2.8895, loss: 2.8895, grad_norm: 2.3695 2020-07-26 12:12:30,031 - mmaction - INFO - Epoch [74][380/3757] lr: 8.124e-02, eta: 6 days, 17:03:05, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5664, loss_cls: 3.1554, loss: 3.1554, grad_norm: 2.4233 2020-07-26 12:12:45,798 - mmaction - INFO - Epoch [74][400/3757] lr: 8.124e-02, eta: 6 days, 17:02:43, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5953, loss_cls: 2.9887, loss: 2.9887, grad_norm: 2.3725 2020-07-26 12:13:01,537 - mmaction - INFO - Epoch [74][420/3757] lr: 8.124e-02, eta: 6 days, 17:02:22, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5906, loss_cls: 2.9953, loss: 2.9953, grad_norm: 2.4239 2020-07-26 12:13:17,388 - mmaction - INFO - Epoch [74][440/3757] lr: 8.124e-02, eta: 6 days, 17:02:01, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6031, loss_cls: 2.9959, loss: 2.9959, grad_norm: 2.4309 2020-07-26 12:13:33,151 - mmaction - INFO - Epoch [74][460/3757] lr: 8.124e-02, eta: 6 days, 17:01:39, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6297, loss_cls: 2.9477, loss: 2.9477, grad_norm: 2.4020 2020-07-26 12:13:48,984 - mmaction - INFO - Epoch [74][480/3757] lr: 8.124e-02, eta: 6 days, 17:01:18, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5859, loss_cls: 3.0095, loss: 3.0095, grad_norm: 2.4466 2020-07-26 12:14:04,848 - mmaction - INFO - Epoch [74][500/3757] lr: 8.124e-02, eta: 6 days, 17:00:57, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5867, loss_cls: 2.9495, loss: 2.9495, grad_norm: 2.3223 2020-07-26 12:14:20,585 - mmaction - INFO - Epoch [74][520/3757] lr: 8.124e-02, eta: 6 days, 17:00:36, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5938, loss_cls: 3.0538, loss: 3.0538, grad_norm: 2.3930 2020-07-26 12:14:36,518 - mmaction - INFO - Epoch [74][540/3757] lr: 8.124e-02, eta: 6 days, 17:00:15, time: 0.797, data_time: 0.008, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5781, loss_cls: 3.0589, loss: 3.0589, grad_norm: 2.2690 2020-07-26 12:14:52,301 - mmaction - INFO - Epoch [74][560/3757] lr: 8.124e-02, eta: 6 days, 16:59:54, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6125, loss_cls: 2.9637, loss: 2.9637, grad_norm: 2.2726 2020-07-26 12:15:08,015 - mmaction - INFO - Epoch [74][580/3757] lr: 8.124e-02, eta: 6 days, 16:59:32, time: 0.787, data_time: 0.005, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5914, loss_cls: 3.0112, loss: 3.0112, grad_norm: 2.4449 2020-07-26 12:15:23,779 - mmaction - INFO - Epoch [74][600/3757] lr: 8.124e-02, eta: 6 days, 16:59:11, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5922, loss_cls: 3.0386, loss: 3.0386, grad_norm: 2.3066 2020-07-26 12:15:39,540 - mmaction - INFO - Epoch [74][620/3757] lr: 8.124e-02, eta: 6 days, 16:58:49, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5898, loss_cls: 3.0224, loss: 3.0224, grad_norm: 2.3932 2020-07-26 12:15:55,376 - mmaction - INFO - Epoch [74][640/3757] lr: 8.124e-02, eta: 6 days, 16:58:28, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5844, loss_cls: 3.1099, loss: 3.1099, grad_norm: 2.3992 2020-07-26 12:16:11,488 - mmaction - INFO - Epoch [74][660/3757] lr: 8.124e-02, eta: 6 days, 16:58:08, time: 0.803, data_time: 0.014, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6023, loss_cls: 2.9876, loss: 2.9876, grad_norm: 2.3803 2020-07-26 12:16:27,227 - mmaction - INFO - Epoch [74][680/3757] lr: 8.124e-02, eta: 6 days, 16:57:47, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6102, loss_cls: 2.9937, loss: 2.9937, grad_norm: 2.3496 2020-07-26 12:16:43,042 - mmaction - INFO - Epoch [74][700/3757] lr: 8.124e-02, eta: 6 days, 16:57:26, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5805, loss_cls: 3.0798, loss: 3.0798, grad_norm: 2.3537 2020-07-26 12:16:58,960 - mmaction - INFO - Epoch [74][720/3757] lr: 8.124e-02, eta: 6 days, 16:57:05, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5836, loss_cls: 3.0331, loss: 3.0331, grad_norm: 2.4761 2020-07-26 12:17:14,809 - mmaction - INFO - Epoch [74][740/3757] lr: 8.124e-02, eta: 6 days, 16:56:44, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5734, loss_cls: 3.0857, loss: 3.0857, grad_norm: 2.4350 2020-07-26 12:17:30,522 - mmaction - INFO - Epoch [74][760/3757] lr: 8.124e-02, eta: 6 days, 16:56:22, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6086, loss_cls: 2.9781, loss: 2.9781, grad_norm: 2.3792 2020-07-26 12:17:46,293 - mmaction - INFO - Epoch [74][780/3757] lr: 8.124e-02, eta: 6 days, 16:56:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6258, loss_cls: 2.8870, loss: 2.8870, grad_norm: 2.3651 2020-07-26 12:18:02,089 - mmaction - INFO - Epoch [74][800/3757] lr: 8.124e-02, eta: 6 days, 16:55:40, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5992, loss_cls: 3.0525, loss: 3.0525, grad_norm: 2.4167 2020-07-26 12:18:17,946 - mmaction - INFO - Epoch [74][820/3757] lr: 8.124e-02, eta: 6 days, 16:55:19, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5742, loss_cls: 3.0132, loss: 3.0132, grad_norm: 2.3287 2020-07-26 12:18:33,822 - mmaction - INFO - Epoch [74][840/3757] lr: 8.124e-02, eta: 6 days, 16:54:58, time: 0.794, data_time: 0.006, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5734, loss_cls: 3.1298, loss: 3.1298, grad_norm: 2.4113 2020-07-26 12:18:49,619 - mmaction - INFO - Epoch [74][860/3757] lr: 8.124e-02, eta: 6 days, 16:54:37, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5719, loss_cls: 3.0010, loss: 3.0010, grad_norm: 2.3506 2020-07-26 12:19:05,461 - mmaction - INFO - Epoch [74][880/3757] lr: 8.124e-02, eta: 6 days, 16:54:16, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5891, loss_cls: 3.0628, loss: 3.0628, grad_norm: 2.3518 2020-07-26 12:19:21,197 - mmaction - INFO - Epoch [74][900/3757] lr: 8.124e-02, eta: 6 days, 16:53:54, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6055, loss_cls: 2.9675, loss: 2.9675, grad_norm: 2.3673 2020-07-26 12:19:37,032 - mmaction - INFO - Epoch [74][920/3757] lr: 8.124e-02, eta: 6 days, 16:53:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6227, loss_cls: 2.9584, loss: 2.9584, grad_norm: 2.4755 2020-07-26 12:19:52,878 - mmaction - INFO - Epoch [74][940/3757] lr: 8.124e-02, eta: 6 days, 16:53:12, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5914, loss_cls: 3.0118, loss: 3.0118, grad_norm: 2.3638 2020-07-26 12:20:08,791 - mmaction - INFO - Epoch [74][960/3757] lr: 8.124e-02, eta: 6 days, 16:52:51, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6055, loss_cls: 2.9831, loss: 2.9831, grad_norm: 2.3544 2020-07-26 12:20:24,569 - mmaction - INFO - Epoch [74][980/3757] lr: 8.124e-02, eta: 6 days, 16:52:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5875, loss_cls: 3.1062, loss: 3.1062, grad_norm: 2.3712 2020-07-26 12:20:40,344 - mmaction - INFO - Epoch [74][1000/3757] lr: 8.124e-02, eta: 6 days, 16:52:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5813, loss_cls: 3.0454, loss: 3.0454, grad_norm: 2.3890 2020-07-26 12:20:56,179 - mmaction - INFO - Epoch [74][1020/3757] lr: 8.124e-02, eta: 6 days, 16:51:48, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6031, loss_cls: 2.9625, loss: 2.9625, grad_norm: 2.3968 2020-07-26 12:21:11,992 - mmaction - INFO - Epoch [74][1040/3757] lr: 8.124e-02, eta: 6 days, 16:51:27, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5977, loss_cls: 2.9885, loss: 2.9885, grad_norm: 2.3318 2020-07-26 12:21:27,840 - mmaction - INFO - Epoch [74][1060/3757] lr: 8.124e-02, eta: 6 days, 16:51:06, time: 0.792, data_time: 0.006, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5930, loss_cls: 3.0610, loss: 3.0610, grad_norm: 2.4113 2020-07-26 12:21:43,656 - mmaction - INFO - Epoch [74][1080/3757] lr: 8.124e-02, eta: 6 days, 16:50:45, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5891, loss_cls: 3.0341, loss: 3.0341, grad_norm: 2.3093 2020-07-26 12:21:59,466 - mmaction - INFO - Epoch [74][1100/3757] lr: 8.124e-02, eta: 6 days, 16:50:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5727, loss_cls: 3.0740, loss: 3.0740, grad_norm: 2.2982 2020-07-26 12:22:15,238 - mmaction - INFO - Epoch [74][1120/3757] lr: 8.124e-02, eta: 6 days, 16:50:02, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5852, loss_cls: 3.0244, loss: 3.0244, grad_norm: 2.3314 2020-07-26 12:22:31,057 - mmaction - INFO - Epoch [74][1140/3757] lr: 8.124e-02, eta: 6 days, 16:49:41, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5742, loss_cls: 3.0739, loss: 3.0739, grad_norm: 2.3885 2020-07-26 12:22:46,868 - mmaction - INFO - Epoch [74][1160/3757] lr: 8.124e-02, eta: 6 days, 16:49:20, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5625, loss_cls: 3.1024, loss: 3.1024, grad_norm: 2.3210 2020-07-26 12:23:02,597 - mmaction - INFO - Epoch [74][1180/3757] lr: 8.124e-02, eta: 6 days, 16:48:58, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6164, loss_cls: 2.9268, loss: 2.9268, grad_norm: 2.3162 2020-07-26 12:23:18,350 - mmaction - INFO - Epoch [74][1200/3757] lr: 8.124e-02, eta: 6 days, 16:48:37, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5953, loss_cls: 3.0188, loss: 3.0188, grad_norm: 2.4270 2020-07-26 12:23:34,131 - mmaction - INFO - Epoch [74][1220/3757] lr: 8.124e-02, eta: 6 days, 16:48:16, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5977, loss_cls: 2.9582, loss: 2.9582, grad_norm: 2.3622 2020-07-26 12:23:49,908 - mmaction - INFO - Epoch [74][1240/3757] lr: 8.124e-02, eta: 6 days, 16:47:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6078, loss_cls: 2.9888, loss: 2.9888, grad_norm: 2.4005 2020-07-26 12:24:05,649 - mmaction - INFO - Epoch [74][1260/3757] lr: 8.124e-02, eta: 6 days, 16:47:33, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5969, loss_cls: 2.9780, loss: 2.9780, grad_norm: 2.3632 2020-07-26 12:24:21,474 - mmaction - INFO - Epoch [74][1280/3757] lr: 8.124e-02, eta: 6 days, 16:47:12, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5836, loss_cls: 3.0469, loss: 3.0469, grad_norm: 2.4320 2020-07-26 12:24:37,306 - mmaction - INFO - Epoch [74][1300/3757] lr: 8.124e-02, eta: 6 days, 16:46:51, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5969, loss_cls: 3.0714, loss: 3.0714, grad_norm: 2.4233 2020-07-26 12:24:53,050 - mmaction - INFO - Epoch [74][1320/3757] lr: 8.124e-02, eta: 6 days, 16:46:30, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5922, loss_cls: 3.0579, loss: 3.0579, grad_norm: 2.3728 2020-07-26 12:25:09,470 - mmaction - INFO - Epoch [74][1340/3757] lr: 8.124e-02, eta: 6 days, 16:46:11, time: 0.820, data_time: 0.035, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 3.0250, loss: 3.0250, grad_norm: 2.3453 2020-07-26 12:25:25,259 - mmaction - INFO - Epoch [74][1360/3757] lr: 8.124e-02, eta: 6 days, 16:45:50, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5750, loss_cls: 3.0871, loss: 3.0871, grad_norm: 2.2923 2020-07-26 12:25:41,076 - mmaction - INFO - Epoch [74][1380/3757] lr: 8.124e-02, eta: 6 days, 16:45:29, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6164, loss_cls: 2.9521, loss: 2.9521, grad_norm: 2.3607 2020-07-26 12:25:56,885 - mmaction - INFO - Epoch [74][1400/3757] lr: 8.124e-02, eta: 6 days, 16:45:07, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6062, loss_cls: 2.9364, loss: 2.9364, grad_norm: 2.4062 2020-07-26 12:26:12,647 - mmaction - INFO - Epoch [74][1420/3757] lr: 8.124e-02, eta: 6 days, 16:44:46, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5820, loss_cls: 3.0081, loss: 3.0081, grad_norm: 2.3309 2020-07-26 12:26:28,449 - mmaction - INFO - Epoch [74][1440/3757] lr: 8.124e-02, eta: 6 days, 16:44:25, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5758, loss_cls: 3.1389, loss: 3.1389, grad_norm: 2.4271 2020-07-26 12:26:44,268 - mmaction - INFO - Epoch [74][1460/3757] lr: 8.124e-02, eta: 6 days, 16:44:04, time: 0.791, data_time: 0.008, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5734, loss_cls: 3.0485, loss: 3.0485, grad_norm: 2.3867 2020-07-26 12:27:00,046 - mmaction - INFO - Epoch [74][1480/3757] lr: 8.124e-02, eta: 6 days, 16:43:43, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6070, loss_cls: 2.9741, loss: 2.9741, grad_norm: 2.3727 2020-07-26 12:27:15,750 - mmaction - INFO - Epoch [74][1500/3757] lr: 8.124e-02, eta: 6 days, 16:43:21, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5766, loss_cls: 3.0522, loss: 3.0522, grad_norm: 2.3885 2020-07-26 12:27:31,482 - mmaction - INFO - Epoch [74][1520/3757] lr: 8.124e-02, eta: 6 days, 16:43:00, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6055, loss_cls: 2.8904, loss: 2.8904, grad_norm: 2.3447 2020-07-26 12:27:47,293 - mmaction - INFO - Epoch [74][1540/3757] lr: 8.124e-02, eta: 6 days, 16:42:39, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5945, loss_cls: 3.0172, loss: 3.0172, grad_norm: 2.3696 2020-07-26 12:28:03,062 - mmaction - INFO - Epoch [74][1560/3757] lr: 8.124e-02, eta: 6 days, 16:42:17, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5734, loss_cls: 3.1066, loss: 3.1066, grad_norm: 2.3690 2020-07-26 12:28:19,371 - mmaction - INFO - Epoch [74][1580/3757] lr: 8.124e-02, eta: 6 days, 16:41:58, time: 0.816, data_time: 0.032, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5992, loss_cls: 3.0824, loss: 3.0824, grad_norm: 2.3835 2020-07-26 12:28:35,137 - mmaction - INFO - Epoch [74][1600/3757] lr: 8.124e-02, eta: 6 days, 16:41:37, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5984, loss_cls: 3.0085, loss: 3.0085, grad_norm: 2.3967 2020-07-26 12:28:50,927 - mmaction - INFO - Epoch [74][1620/3757] lr: 8.124e-02, eta: 6 days, 16:41:16, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6133, loss_cls: 2.9464, loss: 2.9464, grad_norm: 2.4006 2020-07-26 12:29:06,704 - mmaction - INFO - Epoch [74][1640/3757] lr: 8.124e-02, eta: 6 days, 16:40:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.2945, top5_acc: 0.5828, loss_cls: 3.1071, loss: 3.1071, grad_norm: 2.4388 2020-07-26 12:29:22,521 - mmaction - INFO - Epoch [74][1660/3757] lr: 8.124e-02, eta: 6 days, 16:40:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5820, loss_cls: 3.0492, loss: 3.0492, grad_norm: 2.4058 2020-07-26 12:29:38,292 - mmaction - INFO - Epoch [74][1680/3757] lr: 8.124e-02, eta: 6 days, 16:40:12, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6109, loss_cls: 2.9479, loss: 2.9479, grad_norm: 2.3671 2020-07-26 12:29:54,401 - mmaction - INFO - Epoch [74][1700/3757] lr: 8.124e-02, eta: 6 days, 16:39:52, time: 0.805, data_time: 0.017, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5859, loss_cls: 3.0750, loss: 3.0750, grad_norm: 2.3692 2020-07-26 12:30:10,250 - mmaction - INFO - Epoch [74][1720/3757] lr: 8.124e-02, eta: 6 days, 16:39:31, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5945, loss_cls: 2.9861, loss: 2.9861, grad_norm: 2.3513 2020-07-26 12:30:26,053 - mmaction - INFO - Epoch [74][1740/3757] lr: 8.124e-02, eta: 6 days, 16:39:10, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5930, loss_cls: 3.0118, loss: 3.0118, grad_norm: 2.3617 2020-07-26 12:30:41,832 - mmaction - INFO - Epoch [74][1760/3757] lr: 8.124e-02, eta: 6 days, 16:38:49, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5711, loss_cls: 3.1259, loss: 3.1259, grad_norm: 2.3942 2020-07-26 12:30:57,665 - mmaction - INFO - Epoch [74][1780/3757] lr: 8.124e-02, eta: 6 days, 16:38:28, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5727, loss_cls: 3.1773, loss: 3.1773, grad_norm: 2.3897 2020-07-26 12:31:13,515 - mmaction - INFO - Epoch [74][1800/3757] lr: 8.124e-02, eta: 6 days, 16:38:07, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6062, loss_cls: 2.9815, loss: 2.9815, grad_norm: 2.2742 2020-07-26 12:31:29,342 - mmaction - INFO - Epoch [74][1820/3757] lr: 8.124e-02, eta: 6 days, 16:37:46, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5852, loss_cls: 3.0473, loss: 3.0473, grad_norm: 2.3959 2020-07-26 12:31:45,093 - mmaction - INFO - Epoch [74][1840/3757] lr: 8.124e-02, eta: 6 days, 16:37:24, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6008, loss_cls: 3.0147, loss: 3.0147, grad_norm: 2.3401 2020-07-26 12:32:00,949 - mmaction - INFO - Epoch [74][1860/3757] lr: 8.124e-02, eta: 6 days, 16:37:03, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5641, loss_cls: 3.0940, loss: 3.0940, grad_norm: 2.4251 2020-07-26 12:32:16,735 - mmaction - INFO - Epoch [74][1880/3757] lr: 8.124e-02, eta: 6 days, 16:36:42, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5914, loss_cls: 3.0117, loss: 3.0117, grad_norm: 2.3912 2020-07-26 12:32:32,576 - mmaction - INFO - Epoch [74][1900/3757] lr: 8.124e-02, eta: 6 days, 16:36:21, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6023, loss_cls: 3.0120, loss: 3.0120, grad_norm: 2.3290 2020-07-26 12:32:48,440 - mmaction - INFO - Epoch [74][1920/3757] lr: 8.124e-02, eta: 6 days, 16:36:00, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5781, loss_cls: 3.0992, loss: 3.0992, grad_norm: 2.4169 2020-07-26 12:33:04,245 - mmaction - INFO - Epoch [74][1940/3757] lr: 8.124e-02, eta: 6 days, 16:35:39, time: 0.792, data_time: 0.006, memory: 6196, top1_acc: 0.3242, top5_acc: 0.6023, loss_cls: 3.0419, loss: 3.0419, grad_norm: 2.3329 2020-07-26 12:33:20,038 - mmaction - INFO - Epoch [74][1960/3757] lr: 8.124e-02, eta: 6 days, 16:35:18, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5953, loss_cls: 3.0473, loss: 3.0473, grad_norm: 2.3511 2020-07-26 12:33:35,815 - mmaction - INFO - Epoch [74][1980/3757] lr: 8.124e-02, eta: 6 days, 16:34:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6086, loss_cls: 2.9685, loss: 2.9685, grad_norm: 2.3233 2020-07-26 12:33:51,628 - mmaction - INFO - Epoch [74][2000/3757] lr: 8.124e-02, eta: 6 days, 16:34:36, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6078, loss_cls: 2.9450, loss: 2.9450, grad_norm: 2.4286 2020-07-26 12:34:07,339 - mmaction - INFO - Epoch [74][2020/3757] lr: 8.124e-02, eta: 6 days, 16:34:14, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5836, loss_cls: 3.0854, loss: 3.0854, grad_norm: 2.4093 2020-07-26 12:34:23,117 - mmaction - INFO - Epoch [74][2040/3757] lr: 8.124e-02, eta: 6 days, 16:33:53, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5609, loss_cls: 3.1349, loss: 3.1349, grad_norm: 2.3351 2020-07-26 12:34:38,927 - mmaction - INFO - Epoch [74][2060/3757] lr: 8.124e-02, eta: 6 days, 16:33:32, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5898, loss_cls: 3.0026, loss: 3.0026, grad_norm: 2.3677 2020-07-26 12:34:54,712 - mmaction - INFO - Epoch [74][2080/3757] lr: 8.124e-02, eta: 6 days, 16:33:11, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6078, loss_cls: 2.9328, loss: 2.9328, grad_norm: 2.3566 2020-07-26 12:35:10,500 - mmaction - INFO - Epoch [74][2100/3757] lr: 8.124e-02, eta: 6 days, 16:32:50, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 2.9682, loss: 2.9682, grad_norm: 2.3729 2020-07-26 12:35:26,291 - mmaction - INFO - Epoch [74][2120/3757] lr: 8.124e-02, eta: 6 days, 16:32:29, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5758, loss_cls: 3.1525, loss: 3.1525, grad_norm: 2.4007 2020-07-26 12:35:42,102 - mmaction - INFO - Epoch [74][2140/3757] lr: 8.124e-02, eta: 6 days, 16:32:07, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5805, loss_cls: 3.0780, loss: 3.0780, grad_norm: 2.3033 2020-07-26 12:35:57,892 - mmaction - INFO - Epoch [74][2160/3757] lr: 8.124e-02, eta: 6 days, 16:31:46, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5859, loss_cls: 2.9648, loss: 2.9648, grad_norm: 2.2939 2020-07-26 12:36:13,743 - mmaction - INFO - Epoch [74][2180/3757] lr: 8.124e-02, eta: 6 days, 16:31:25, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5867, loss_cls: 3.0319, loss: 3.0319, grad_norm: 2.3719 2020-07-26 12:36:29,493 - mmaction - INFO - Epoch [74][2200/3757] lr: 8.124e-02, eta: 6 days, 16:31:04, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5938, loss_cls: 3.0948, loss: 3.0948, grad_norm: 2.3621 2020-07-26 12:36:45,260 - mmaction - INFO - Epoch [74][2220/3757] lr: 8.124e-02, eta: 6 days, 16:30:43, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5992, loss_cls: 3.0152, loss: 3.0152, grad_norm: 2.3518 2020-07-26 12:37:01,054 - mmaction - INFO - Epoch [74][2240/3757] lr: 8.124e-02, eta: 6 days, 16:30:22, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5883, loss_cls: 3.0064, loss: 3.0064, grad_norm: 2.3491 2020-07-26 12:37:16,768 - mmaction - INFO - Epoch [74][2260/3757] lr: 8.124e-02, eta: 6 days, 16:30:00, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5883, loss_cls: 2.9935, loss: 2.9935, grad_norm: 2.4020 2020-07-26 12:37:32,636 - mmaction - INFO - Epoch [74][2280/3757] lr: 8.124e-02, eta: 6 days, 16:29:39, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5992, loss_cls: 3.0059, loss: 3.0059, grad_norm: 2.4196 2020-07-26 12:37:48,516 - mmaction - INFO - Epoch [74][2300/3757] lr: 8.124e-02, eta: 6 days, 16:29:19, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 2.9831, loss: 2.9831, grad_norm: 2.3204 2020-07-26 12:38:04,702 - mmaction - INFO - Epoch [74][2320/3757] lr: 8.124e-02, eta: 6 days, 16:28:59, time: 0.809, data_time: 0.020, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5727, loss_cls: 3.0489, loss: 3.0489, grad_norm: 2.3917 2020-07-26 12:38:20,521 - mmaction - INFO - Epoch [74][2340/3757] lr: 8.124e-02, eta: 6 days, 16:28:38, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5703, loss_cls: 3.1888, loss: 3.1888, grad_norm: 2.2910 2020-07-26 12:38:36,347 - mmaction - INFO - Epoch [74][2360/3757] lr: 8.124e-02, eta: 6 days, 16:28:17, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5805, loss_cls: 3.0423, loss: 3.0423, grad_norm: 2.3316 2020-07-26 12:38:52,138 - mmaction - INFO - Epoch [74][2380/3757] lr: 8.124e-02, eta: 6 days, 16:27:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5914, loss_cls: 3.0837, loss: 3.0837, grad_norm: 2.3387 2020-07-26 12:39:07,950 - mmaction - INFO - Epoch [74][2400/3757] lr: 8.124e-02, eta: 6 days, 16:27:35, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6000, loss_cls: 2.9823, loss: 2.9823, grad_norm: 2.3260 2020-07-26 12:39:23,789 - mmaction - INFO - Epoch [74][2420/3757] lr: 8.124e-02, eta: 6 days, 16:27:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6102, loss_cls: 2.9072, loss: 2.9072, grad_norm: 2.4022 2020-07-26 12:39:39,592 - mmaction - INFO - Epoch [74][2440/3757] lr: 8.124e-02, eta: 6 days, 16:26:53, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5727, loss_cls: 3.1289, loss: 3.1289, grad_norm: 2.4209 2020-07-26 12:39:55,437 - mmaction - INFO - Epoch [74][2460/3757] lr: 8.124e-02, eta: 6 days, 16:26:32, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5586, loss_cls: 3.1346, loss: 3.1346, grad_norm: 2.4110 2020-07-26 12:40:11,279 - mmaction - INFO - Epoch [74][2480/3757] lr: 8.124e-02, eta: 6 days, 16:26:11, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5711, loss_cls: 3.0994, loss: 3.0994, grad_norm: 2.2820 2020-07-26 12:40:27,092 - mmaction - INFO - Epoch [74][2500/3757] lr: 8.124e-02, eta: 6 days, 16:25:50, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6203, loss_cls: 2.9619, loss: 2.9619, grad_norm: 2.3420 2020-07-26 12:40:42,885 - mmaction - INFO - Epoch [74][2520/3757] lr: 8.124e-02, eta: 6 days, 16:25:29, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5945, loss_cls: 2.9723, loss: 2.9723, grad_norm: 2.3811 2020-07-26 12:40:58,784 - mmaction - INFO - Epoch [74][2540/3757] lr: 8.124e-02, eta: 6 days, 16:25:08, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6055, loss_cls: 2.8871, loss: 2.8871, grad_norm: 2.2745 2020-07-26 12:41:14,801 - mmaction - INFO - Epoch [74][2560/3757] lr: 8.124e-02, eta: 6 days, 16:24:48, time: 0.801, data_time: 0.013, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5875, loss_cls: 3.0763, loss: 3.0763, grad_norm: 2.4047 2020-07-26 12:41:30,617 - mmaction - INFO - Epoch [74][2580/3757] lr: 8.124e-02, eta: 6 days, 16:24:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5992, loss_cls: 2.9975, loss: 2.9975, grad_norm: 2.4182 2020-07-26 12:41:46,394 - mmaction - INFO - Epoch [74][2600/3757] lr: 8.124e-02, eta: 6 days, 16:24:05, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5820, loss_cls: 3.0597, loss: 3.0597, grad_norm: 2.4254 2020-07-26 12:42:02,178 - mmaction - INFO - Epoch [74][2620/3757] lr: 8.124e-02, eta: 6 days, 16:23:44, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5758, loss_cls: 3.1011, loss: 3.1011, grad_norm: 2.3662 2020-07-26 12:42:18,031 - mmaction - INFO - Epoch [74][2640/3757] lr: 8.124e-02, eta: 6 days, 16:23:23, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5836, loss_cls: 3.0199, loss: 3.0199, grad_norm: 2.2882 2020-07-26 12:42:33,765 - mmaction - INFO - Epoch [74][2660/3757] lr: 8.124e-02, eta: 6 days, 16:23:02, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5969, loss_cls: 3.0188, loss: 3.0188, grad_norm: 2.3676 2020-07-26 12:42:49,618 - mmaction - INFO - Epoch [74][2680/3757] lr: 8.124e-02, eta: 6 days, 16:22:41, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5742, loss_cls: 3.1040, loss: 3.1040, grad_norm: 2.3832 2020-07-26 12:43:05,401 - mmaction - INFO - Epoch [74][2700/3757] lr: 8.124e-02, eta: 6 days, 16:22:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6086, loss_cls: 2.9609, loss: 2.9609, grad_norm: 2.4317 2020-07-26 12:43:21,275 - mmaction - INFO - Epoch [74][2720/3757] lr: 8.124e-02, eta: 6 days, 16:21:59, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5781, loss_cls: 3.1157, loss: 3.1157, grad_norm: 2.3445 2020-07-26 12:43:37,034 - mmaction - INFO - Epoch [74][2740/3757] lr: 8.124e-02, eta: 6 days, 16:21:38, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5711, loss_cls: 3.0623, loss: 3.0623, grad_norm: 2.3590 2020-07-26 12:43:52,866 - mmaction - INFO - Epoch [74][2760/3757] lr: 8.124e-02, eta: 6 days, 16:21:17, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5625, loss_cls: 3.1467, loss: 3.1467, grad_norm: 2.3635 2020-07-26 12:44:08,692 - mmaction - INFO - Epoch [74][2780/3757] lr: 8.124e-02, eta: 6 days, 16:20:56, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6047, loss_cls: 3.0008, loss: 3.0008, grad_norm: 2.3225 2020-07-26 12:44:24,925 - mmaction - INFO - Epoch [74][2800/3757] lr: 8.124e-02, eta: 6 days, 16:20:37, time: 0.812, data_time: 0.026, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6078, loss_cls: 2.9563, loss: 2.9563, grad_norm: 2.3562 2020-07-26 12:44:40,785 - mmaction - INFO - Epoch [74][2820/3757] lr: 8.124e-02, eta: 6 days, 16:20:16, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5852, loss_cls: 2.9984, loss: 2.9984, grad_norm: 2.3658 2020-07-26 12:44:56,565 - mmaction - INFO - Epoch [74][2840/3757] lr: 8.124e-02, eta: 6 days, 16:19:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5977, loss_cls: 3.0415, loss: 3.0415, grad_norm: 2.3845 2020-07-26 12:45:12,447 - mmaction - INFO - Epoch [74][2860/3757] lr: 8.124e-02, eta: 6 days, 16:19:34, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5875, loss_cls: 3.0571, loss: 3.0571, grad_norm: 2.3791 2020-07-26 12:45:28,197 - mmaction - INFO - Epoch [74][2880/3757] lr: 8.124e-02, eta: 6 days, 16:19:13, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5656, loss_cls: 3.1697, loss: 3.1697, grad_norm: 2.3482 2020-07-26 12:45:43,983 - mmaction - INFO - Epoch [74][2900/3757] lr: 8.124e-02, eta: 6 days, 16:18:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6000, loss_cls: 3.0180, loss: 3.0180, grad_norm: 2.3536 2020-07-26 12:45:59,755 - mmaction - INFO - Epoch [74][2920/3757] lr: 8.124e-02, eta: 6 days, 16:18:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5695, loss_cls: 3.0981, loss: 3.0981, grad_norm: 2.3992 2020-07-26 12:46:15,520 - mmaction - INFO - Epoch [74][2940/3757] lr: 8.124e-02, eta: 6 days, 16:18:09, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5680, loss_cls: 3.1227, loss: 3.1227, grad_norm: 2.3407 2020-07-26 12:46:31,330 - mmaction - INFO - Epoch [74][2960/3757] lr: 8.124e-02, eta: 6 days, 16:17:48, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6094, loss_cls: 2.9625, loss: 2.9625, grad_norm: 2.3444 2020-07-26 12:46:47,128 - mmaction - INFO - Epoch [74][2980/3757] lr: 8.124e-02, eta: 6 days, 16:17:27, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5727, loss_cls: 3.1007, loss: 3.1007, grad_norm: 2.4828 2020-07-26 12:47:02,909 - mmaction - INFO - Epoch [74][3000/3757] lr: 8.124e-02, eta: 6 days, 16:17:06, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5797, loss_cls: 3.0792, loss: 3.0792, grad_norm: 2.3579 2020-07-26 12:47:19,169 - mmaction - INFO - Epoch [74][3020/3757] lr: 8.124e-02, eta: 6 days, 16:16:47, time: 0.813, data_time: 0.024, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5953, loss_cls: 2.9476, loss: 2.9476, grad_norm: 2.3036 2020-07-26 12:47:34,890 - mmaction - INFO - Epoch [74][3040/3757] lr: 8.124e-02, eta: 6 days, 16:16:25, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5633, loss_cls: 3.0898, loss: 3.0898, grad_norm: 2.3394 2020-07-26 12:47:50,607 - mmaction - INFO - Epoch [74][3060/3757] lr: 8.124e-02, eta: 6 days, 16:16:04, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5781, loss_cls: 3.1254, loss: 3.1254, grad_norm: 2.3716 2020-07-26 12:48:06,423 - mmaction - INFO - Epoch [74][3080/3757] lr: 8.124e-02, eta: 6 days, 16:15:43, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6008, loss_cls: 2.9939, loss: 2.9939, grad_norm: 2.3472 2020-07-26 12:48:22,203 - mmaction - INFO - Epoch [74][3100/3757] lr: 8.124e-02, eta: 6 days, 16:15:22, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5883, loss_cls: 2.9795, loss: 2.9795, grad_norm: 2.3836 2020-07-26 12:48:38,000 - mmaction - INFO - Epoch [74][3120/3757] lr: 8.124e-02, eta: 6 days, 16:15:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6172, loss_cls: 2.9153, loss: 2.9153, grad_norm: 2.3432 2020-07-26 12:48:54,058 - mmaction - INFO - Epoch [74][3140/3757] lr: 8.124e-02, eta: 6 days, 16:14:41, time: 0.805, data_time: 0.019, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5930, loss_cls: 3.0121, loss: 3.0121, grad_norm: 2.3617 2020-07-26 12:49:09,852 - mmaction - INFO - Epoch [74][3160/3757] lr: 8.124e-02, eta: 6 days, 16:14:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5680, loss_cls: 3.1081, loss: 3.1081, grad_norm: 2.3497 2020-07-26 12:49:25,652 - mmaction - INFO - Epoch [74][3180/3757] lr: 8.124e-02, eta: 6 days, 16:13:58, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5789, loss_cls: 3.0043, loss: 3.0043, grad_norm: 2.4073 2020-07-26 12:49:41,407 - mmaction - INFO - Epoch [74][3200/3757] lr: 8.124e-02, eta: 6 days, 16:13:37, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5633, loss_cls: 3.1514, loss: 3.1514, grad_norm: 2.3922 2020-07-26 12:49:57,169 - mmaction - INFO - Epoch [74][3220/3757] lr: 8.124e-02, eta: 6 days, 16:13:16, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5906, loss_cls: 2.9784, loss: 2.9784, grad_norm: 2.2663 2020-07-26 12:50:12,945 - mmaction - INFO - Epoch [74][3240/3757] lr: 8.124e-02, eta: 6 days, 16:12:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5938, loss_cls: 3.0216, loss: 3.0216, grad_norm: 2.3575 2020-07-26 12:50:29,283 - mmaction - INFO - Epoch [74][3260/3757] lr: 8.124e-02, eta: 6 days, 16:12:36, time: 0.816, data_time: 0.029, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5922, loss_cls: 3.0156, loss: 3.0156, grad_norm: 2.3570 2020-07-26 12:50:45,079 - mmaction - INFO - Epoch [74][3280/3757] lr: 8.124e-02, eta: 6 days, 16:12:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5609, loss_cls: 3.1006, loss: 3.1006, grad_norm: 2.3611 2020-07-26 12:51:00,787 - mmaction - INFO - Epoch [74][3300/3757] lr: 8.124e-02, eta: 6 days, 16:11:53, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5906, loss_cls: 3.0371, loss: 3.0371, grad_norm: 2.3648 2020-07-26 12:51:16,594 - mmaction - INFO - Epoch [74][3320/3757] lr: 8.124e-02, eta: 6 days, 16:11:32, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6016, loss_cls: 3.0169, loss: 3.0169, grad_norm: 2.3422 2020-07-26 12:51:32,381 - mmaction - INFO - Epoch [74][3340/3757] lr: 8.124e-02, eta: 6 days, 16:11:11, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.5992, loss_cls: 3.0069, loss: 3.0069, grad_norm: 2.2542 2020-07-26 12:51:48,234 - mmaction - INFO - Epoch [74][3360/3757] lr: 8.124e-02, eta: 6 days, 16:10:50, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.5984, loss_cls: 2.9313, loss: 2.9313, grad_norm: 2.3220 2020-07-26 12:52:04,092 - mmaction - INFO - Epoch [74][3380/3757] lr: 8.124e-02, eta: 6 days, 16:10:30, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6008, loss_cls: 3.0630, loss: 3.0630, grad_norm: 2.3142 2020-07-26 12:52:19,925 - mmaction - INFO - Epoch [74][3400/3757] lr: 8.124e-02, eta: 6 days, 16:10:09, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6086, loss_cls: 3.0221, loss: 3.0221, grad_norm: 2.3801 2020-07-26 12:52:35,790 - mmaction - INFO - Epoch [74][3420/3757] lr: 8.124e-02, eta: 6 days, 16:09:48, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6203, loss_cls: 2.9548, loss: 2.9548, grad_norm: 2.3058 2020-07-26 12:52:51,644 - mmaction - INFO - Epoch [74][3440/3757] lr: 8.124e-02, eta: 6 days, 16:09:27, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5969, loss_cls: 3.0410, loss: 3.0410, grad_norm: 2.3715 2020-07-26 12:53:07,425 - mmaction - INFO - Epoch [74][3460/3757] lr: 8.124e-02, eta: 6 days, 16:09:06, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6070, loss_cls: 3.0083, loss: 3.0083, grad_norm: 2.3508 2020-07-26 12:53:23,263 - mmaction - INFO - Epoch [74][3480/3757] lr: 8.124e-02, eta: 6 days, 16:08:45, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5758, loss_cls: 3.0874, loss: 3.0874, grad_norm: 2.3623 2020-07-26 12:53:39,090 - mmaction - INFO - Epoch [74][3500/3757] lr: 8.124e-02, eta: 6 days, 16:08:24, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6023, loss_cls: 2.9751, loss: 2.9751, grad_norm: 2.3847 2020-07-26 12:53:54,874 - mmaction - INFO - Epoch [74][3520/3757] lr: 8.124e-02, eta: 6 days, 16:08:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5805, loss_cls: 3.0815, loss: 3.0815, grad_norm: 2.4284 2020-07-26 12:54:10,975 - mmaction - INFO - Epoch [74][3540/3757] lr: 8.124e-02, eta: 6 days, 16:07:43, time: 0.805, data_time: 0.018, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5648, loss_cls: 3.1744, loss: 3.1744, grad_norm: 2.4182 2020-07-26 12:54:26,859 - mmaction - INFO - Epoch [74][3560/3757] lr: 8.124e-02, eta: 6 days, 16:07:22, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5938, loss_cls: 2.9844, loss: 2.9844, grad_norm: 2.3544 2020-07-26 12:54:42,647 - mmaction - INFO - Epoch [74][3580/3757] lr: 8.124e-02, eta: 6 days, 16:07:01, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5648, loss_cls: 3.1501, loss: 3.1501, grad_norm: 2.4264 2020-07-26 12:54:58,418 - mmaction - INFO - Epoch [74][3600/3757] lr: 8.124e-02, eta: 6 days, 16:06:40, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5734, loss_cls: 3.0626, loss: 3.0626, grad_norm: 2.3340 2020-07-26 12:55:14,227 - mmaction - INFO - Epoch [74][3620/3757] lr: 8.124e-02, eta: 6 days, 16:06:19, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5922, loss_cls: 2.9958, loss: 2.9958, grad_norm: 2.3316 2020-07-26 12:55:30,055 - mmaction - INFO - Epoch [74][3640/3757] lr: 8.124e-02, eta: 6 days, 16:05:58, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5625, loss_cls: 3.1193, loss: 3.1193, grad_norm: 2.3619 2020-07-26 12:55:46,195 - mmaction - INFO - Epoch [74][3660/3757] lr: 8.124e-02, eta: 6 days, 16:05:39, time: 0.807, data_time: 0.018, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5828, loss_cls: 3.0567, loss: 3.0567, grad_norm: 2.3166 2020-07-26 12:56:01,998 - mmaction - INFO - Epoch [74][3680/3757] lr: 8.124e-02, eta: 6 days, 16:05:18, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5680, loss_cls: 3.1281, loss: 3.1281, grad_norm: 2.3714 2020-07-26 12:56:17,744 - mmaction - INFO - Epoch [74][3700/3757] lr: 8.124e-02, eta: 6 days, 16:04:56, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6102, loss_cls: 3.0128, loss: 3.0128, grad_norm: 2.3728 2020-07-26 12:56:33,521 - mmaction - INFO - Epoch [74][3720/3757] lr: 8.124e-02, eta: 6 days, 16:04:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5531, loss_cls: 3.1497, loss: 3.1497, grad_norm: 2.3669 2020-07-26 12:56:49,322 - mmaction - INFO - Epoch [74][3740/3757] lr: 8.124e-02, eta: 6 days, 16:04:14, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0422, loss: 3.0422, grad_norm: 2.3597 2020-07-26 13:00:15,574 - mmaction - INFO - Epoch [75][20/3757] lr: 8.076e-02, eta: 6 days, 16:14:02, time: 9.380, data_time: 8.267, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5930, loss_cls: 3.0409, loss: 3.0409, grad_norm: 2.3405 2020-07-26 13:00:31,366 - mmaction - INFO - Epoch [75][40/3757] lr: 8.076e-02, eta: 6 days, 16:13:41, time: 0.792, data_time: 0.006, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5969, loss_cls: 2.9897, loss: 2.9897, grad_norm: 2.3683 2020-07-26 13:00:47,200 - mmaction - INFO - Epoch [75][60/3757] lr: 8.076e-02, eta: 6 days, 16:13:20, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5797, loss_cls: 3.0415, loss: 3.0415, grad_norm: 2.3764 2020-07-26 13:01:02,970 - mmaction - INFO - Epoch [75][80/3757] lr: 8.076e-02, eta: 6 days, 16:12:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6047, loss_cls: 2.9498, loss: 2.9498, grad_norm: 2.3738 2020-07-26 13:01:18,747 - mmaction - INFO - Epoch [75][100/3757] lr: 8.076e-02, eta: 6 days, 16:12:37, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 2.9947, loss: 2.9947, grad_norm: 2.3316 2020-07-26 13:01:34,596 - mmaction - INFO - Epoch [75][120/3757] lr: 8.076e-02, eta: 6 days, 16:12:16, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5766, loss_cls: 3.1039, loss: 3.1039, grad_norm: 2.3693 2020-07-26 13:01:50,388 - mmaction - INFO - Epoch [75][140/3757] lr: 8.076e-02, eta: 6 days, 16:11:55, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.8957, loss: 2.8957, grad_norm: 2.3129 2020-07-26 13:02:06,205 - mmaction - INFO - Epoch [75][160/3757] lr: 8.076e-02, eta: 6 days, 16:11:34, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5961, loss_cls: 2.9555, loss: 2.9555, grad_norm: 2.3609 2020-07-26 13:02:22,093 - mmaction - INFO - Epoch [75][180/3757] lr: 8.076e-02, eta: 6 days, 16:11:14, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5766, loss_cls: 3.0286, loss: 3.0286, grad_norm: 2.3909 2020-07-26 13:02:37,907 - mmaction - INFO - Epoch [75][200/3757] lr: 8.076e-02, eta: 6 days, 16:10:52, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 3.0466, loss: 3.0466, grad_norm: 2.3139 2020-07-26 13:02:53,716 - mmaction - INFO - Epoch [75][220/3757] lr: 8.076e-02, eta: 6 days, 16:10:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5992, loss_cls: 2.9860, loss: 2.9860, grad_norm: 2.3792 2020-07-26 13:03:09,594 - mmaction - INFO - Epoch [75][240/3757] lr: 8.076e-02, eta: 6 days, 16:10:10, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6016, loss_cls: 2.9354, loss: 2.9354, grad_norm: 2.3441 2020-07-26 13:03:25,533 - mmaction - INFO - Epoch [75][260/3757] lr: 8.076e-02, eta: 6 days, 16:09:50, time: 0.799, data_time: 0.005, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5922, loss_cls: 2.9914, loss: 2.9914, grad_norm: 2.3850 2020-07-26 13:03:41,321 - mmaction - INFO - Epoch [75][280/3757] lr: 8.076e-02, eta: 6 days, 16:09:29, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5938, loss_cls: 3.0106, loss: 3.0106, grad_norm: 2.4489 2020-07-26 13:03:57,088 - mmaction - INFO - Epoch [75][300/3757] lr: 8.076e-02, eta: 6 days, 16:09:08, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6070, loss_cls: 2.9395, loss: 2.9395, grad_norm: 2.4367 2020-07-26 13:04:12,868 - mmaction - INFO - Epoch [75][320/3757] lr: 8.076e-02, eta: 6 days, 16:08:47, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6109, loss_cls: 2.9278, loss: 2.9278, grad_norm: 2.2977 2020-07-26 13:04:28,680 - mmaction - INFO - Epoch [75][340/3757] lr: 8.076e-02, eta: 6 days, 16:08:25, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6055, loss_cls: 3.0241, loss: 3.0241, grad_norm: 2.4156 2020-07-26 13:04:44,573 - mmaction - INFO - Epoch [75][360/3757] lr: 8.076e-02, eta: 6 days, 16:08:05, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6133, loss_cls: 2.9485, loss: 2.9485, grad_norm: 2.3766 2020-07-26 13:05:00,387 - mmaction - INFO - Epoch [75][380/3757] lr: 8.076e-02, eta: 6 days, 16:07:44, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5961, loss_cls: 3.0163, loss: 3.0163, grad_norm: 2.3931 2020-07-26 13:05:16,215 - mmaction - INFO - Epoch [75][400/3757] lr: 8.076e-02, eta: 6 days, 16:07:23, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5953, loss_cls: 2.9876, loss: 2.9876, grad_norm: 2.3631 2020-07-26 13:05:32,031 - mmaction - INFO - Epoch [75][420/3757] lr: 8.076e-02, eta: 6 days, 16:07:02, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6172, loss_cls: 2.8898, loss: 2.8898, grad_norm: 2.3735 2020-07-26 13:05:47,845 - mmaction - INFO - Epoch [75][440/3757] lr: 8.076e-02, eta: 6 days, 16:06:41, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6195, loss_cls: 2.9418, loss: 2.9418, grad_norm: 2.3815 2020-07-26 13:06:03,704 - mmaction - INFO - Epoch [75][460/3757] lr: 8.076e-02, eta: 6 days, 16:06:20, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6141, loss_cls: 2.9447, loss: 2.9447, grad_norm: 2.4074 2020-07-26 13:06:19,530 - mmaction - INFO - Epoch [75][480/3757] lr: 8.076e-02, eta: 6 days, 16:05:59, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5883, loss_cls: 3.0696, loss: 3.0696, grad_norm: 2.3898 2020-07-26 13:06:35,326 - mmaction - INFO - Epoch [75][500/3757] lr: 8.076e-02, eta: 6 days, 16:05:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5836, loss_cls: 3.0147, loss: 3.0147, grad_norm: 2.3064 2020-07-26 13:06:51,058 - mmaction - INFO - Epoch [75][520/3757] lr: 8.076e-02, eta: 6 days, 16:05:16, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5922, loss_cls: 3.0217, loss: 3.0217, grad_norm: 2.3830 2020-07-26 13:07:06,847 - mmaction - INFO - Epoch [75][540/3757] lr: 8.076e-02, eta: 6 days, 16:04:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6117, loss_cls: 2.8952, loss: 2.8952, grad_norm: 2.3852 2020-07-26 13:07:22,654 - mmaction - INFO - Epoch [75][560/3757] lr: 8.076e-02, eta: 6 days, 16:04:34, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6141, loss_cls: 2.9904, loss: 2.9904, grad_norm: 2.3843 2020-07-26 13:07:38,528 - mmaction - INFO - Epoch [75][580/3757] lr: 8.076e-02, eta: 6 days, 16:04:13, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5797, loss_cls: 3.0979, loss: 3.0979, grad_norm: 2.4001 2020-07-26 13:07:54,347 - mmaction - INFO - Epoch [75][600/3757] lr: 8.076e-02, eta: 6 days, 16:03:52, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6008, loss_cls: 2.9623, loss: 2.9623, grad_norm: 2.3437 2020-07-26 13:08:10,189 - mmaction - INFO - Epoch [75][620/3757] lr: 8.076e-02, eta: 6 days, 16:03:31, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5859, loss_cls: 3.0234, loss: 3.0234, grad_norm: 2.4141 2020-07-26 13:08:25,921 - mmaction - INFO - Epoch [75][640/3757] lr: 8.076e-02, eta: 6 days, 16:03:10, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5766, loss_cls: 3.0854, loss: 3.0854, grad_norm: 2.3936 2020-07-26 13:08:41,663 - mmaction - INFO - Epoch [75][660/3757] lr: 8.076e-02, eta: 6 days, 16:02:49, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5891, loss_cls: 3.1099, loss: 3.1099, grad_norm: 2.4144 2020-07-26 13:08:57,426 - mmaction - INFO - Epoch [75][680/3757] lr: 8.076e-02, eta: 6 days, 16:02:28, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5945, loss_cls: 2.9866, loss: 2.9866, grad_norm: 2.3513 2020-07-26 13:09:13,178 - mmaction - INFO - Epoch [75][700/3757] lr: 8.076e-02, eta: 6 days, 16:02:06, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5844, loss_cls: 3.0057, loss: 3.0057, grad_norm: 2.3200 2020-07-26 13:09:29,380 - mmaction - INFO - Epoch [75][720/3757] lr: 8.076e-02, eta: 6 days, 16:01:47, time: 0.810, data_time: 0.020, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5859, loss_cls: 3.0828, loss: 3.0828, grad_norm: 2.4588 2020-07-26 13:09:45,188 - mmaction - INFO - Epoch [75][740/3757] lr: 8.076e-02, eta: 6 days, 16:01:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5898, loss_cls: 3.0155, loss: 3.0155, grad_norm: 2.3970 2020-07-26 13:10:01,012 - mmaction - INFO - Epoch [75][760/3757] lr: 8.076e-02, eta: 6 days, 16:01:05, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5867, loss_cls: 3.0359, loss: 3.0359, grad_norm: 2.3691 2020-07-26 13:10:16,820 - mmaction - INFO - Epoch [75][780/3757] lr: 8.076e-02, eta: 6 days, 16:00:44, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5922, loss_cls: 3.0209, loss: 3.0209, grad_norm: 2.2961 2020-07-26 13:10:32,590 - mmaction - INFO - Epoch [75][800/3757] lr: 8.076e-02, eta: 6 days, 16:00:22, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5758, loss_cls: 3.0352, loss: 3.0352, grad_norm: 2.3790 2020-07-26 13:10:48,367 - mmaction - INFO - Epoch [75][820/3757] lr: 8.076e-02, eta: 6 days, 16:00:01, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5680, loss_cls: 3.1408, loss: 3.1408, grad_norm: 2.3685 2020-07-26 13:11:04,352 - mmaction - INFO - Epoch [75][840/3757] lr: 8.076e-02, eta: 6 days, 15:59:41, time: 0.798, data_time: 0.011, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5891, loss_cls: 3.0309, loss: 3.0309, grad_norm: 2.3060 2020-07-26 13:11:20,123 - mmaction - INFO - Epoch [75][860/3757] lr: 8.076e-02, eta: 6 days, 15:59:20, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.5852, loss_cls: 3.0242, loss: 3.0242, grad_norm: 2.2971 2020-07-26 13:11:35,958 - mmaction - INFO - Epoch [75][880/3757] lr: 8.076e-02, eta: 6 days, 15:58:59, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6125, loss_cls: 3.0384, loss: 3.0384, grad_norm: 2.3956 2020-07-26 13:11:51,782 - mmaction - INFO - Epoch [75][900/3757] lr: 8.076e-02, eta: 6 days, 15:58:38, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5969, loss_cls: 2.9793, loss: 2.9793, grad_norm: 2.3057 2020-07-26 13:12:07,528 - mmaction - INFO - Epoch [75][920/3757] lr: 8.076e-02, eta: 6 days, 15:58:17, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5719, loss_cls: 3.1535, loss: 3.1535, grad_norm: 2.3626 2020-07-26 13:12:23,334 - mmaction - INFO - Epoch [75][940/3757] lr: 8.076e-02, eta: 6 days, 15:57:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 2.9141, loss: 2.9141, grad_norm: 2.3117 2020-07-26 13:12:39,025 - mmaction - INFO - Epoch [75][960/3757] lr: 8.076e-02, eta: 6 days, 15:57:34, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5898, loss_cls: 3.0237, loss: 3.0237, grad_norm: 2.3350 2020-07-26 13:12:54,902 - mmaction - INFO - Epoch [75][980/3757] lr: 8.076e-02, eta: 6 days, 15:57:13, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6047, loss_cls: 2.9915, loss: 2.9915, grad_norm: 2.4029 2020-07-26 13:13:10,701 - mmaction - INFO - Epoch [75][1000/3757] lr: 8.076e-02, eta: 6 days, 15:56:52, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6109, loss_cls: 2.8818, loss: 2.8818, grad_norm: 2.3395 2020-07-26 13:13:26,486 - mmaction - INFO - Epoch [75][1020/3757] lr: 8.076e-02, eta: 6 days, 15:56:31, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5953, loss_cls: 2.9841, loss: 2.9841, grad_norm: 2.3607 2020-07-26 13:13:42,278 - mmaction - INFO - Epoch [75][1040/3757] lr: 8.076e-02, eta: 6 days, 15:56:10, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6180, loss_cls: 2.8948, loss: 2.8948, grad_norm: 2.3999 2020-07-26 13:13:58,009 - mmaction - INFO - Epoch [75][1060/3757] lr: 8.076e-02, eta: 6 days, 15:55:49, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6109, loss_cls: 2.9038, loss: 2.9038, grad_norm: 2.4352 2020-07-26 13:14:13,771 - mmaction - INFO - Epoch [75][1080/3757] lr: 8.076e-02, eta: 6 days, 15:55:28, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6000, loss_cls: 3.0086, loss: 3.0086, grad_norm: 2.3595 2020-07-26 13:14:29,548 - mmaction - INFO - Epoch [75][1100/3757] lr: 8.076e-02, eta: 6 days, 15:55:06, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5805, loss_cls: 3.0871, loss: 3.0871, grad_norm: 2.3219 2020-07-26 13:14:45,352 - mmaction - INFO - Epoch [75][1120/3757] lr: 8.076e-02, eta: 6 days, 15:54:45, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.6055, loss_cls: 3.0829, loss: 3.0829, grad_norm: 2.4281 2020-07-26 13:15:01,090 - mmaction - INFO - Epoch [75][1140/3757] lr: 8.076e-02, eta: 6 days, 15:54:24, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6008, loss_cls: 2.9926, loss: 2.9926, grad_norm: 2.3325 2020-07-26 13:15:17,182 - mmaction - INFO - Epoch [75][1160/3757] lr: 8.076e-02, eta: 6 days, 15:54:04, time: 0.805, data_time: 0.015, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5938, loss_cls: 2.9858, loss: 2.9858, grad_norm: 2.3522 2020-07-26 13:15:32,926 - mmaction - INFO - Epoch [75][1180/3757] lr: 8.076e-02, eta: 6 days, 15:53:43, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6031, loss_cls: 2.9434, loss: 2.9434, grad_norm: 2.3094 2020-07-26 13:15:48,757 - mmaction - INFO - Epoch [75][1200/3757] lr: 8.076e-02, eta: 6 days, 15:53:22, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.8596, loss: 2.8596, grad_norm: 2.3502 2020-07-26 13:16:04,520 - mmaction - INFO - Epoch [75][1220/3757] lr: 8.076e-02, eta: 6 days, 15:53:01, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.5984, loss_cls: 2.8947, loss: 2.8947, grad_norm: 2.3499 2020-07-26 13:16:20,421 - mmaction - INFO - Epoch [75][1240/3757] lr: 8.076e-02, eta: 6 days, 15:52:40, time: 0.795, data_time: 0.008, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5914, loss_cls: 2.9980, loss: 2.9980, grad_norm: 2.3498 2020-07-26 13:16:36,239 - mmaction - INFO - Epoch [75][1260/3757] lr: 8.076e-02, eta: 6 days, 15:52:19, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6117, loss_cls: 2.9783, loss: 2.9783, grad_norm: 2.3408 2020-07-26 13:16:52,040 - mmaction - INFO - Epoch [75][1280/3757] lr: 8.076e-02, eta: 6 days, 15:51:58, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5977, loss_cls: 2.9551, loss: 2.9551, grad_norm: 2.4731 2020-07-26 13:17:07,854 - mmaction - INFO - Epoch [75][1300/3757] lr: 8.076e-02, eta: 6 days, 15:51:37, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6031, loss_cls: 2.9997, loss: 2.9997, grad_norm: 2.4481 2020-07-26 13:17:23,665 - mmaction - INFO - Epoch [75][1320/3757] lr: 8.076e-02, eta: 6 days, 15:51:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5687, loss_cls: 3.1188, loss: 3.1188, grad_norm: 2.4289 2020-07-26 13:17:39,481 - mmaction - INFO - Epoch [75][1340/3757] lr: 8.076e-02, eta: 6 days, 15:50:55, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5609, loss_cls: 3.0955, loss: 3.0955, grad_norm: 2.4271 2020-07-26 13:17:55,380 - mmaction - INFO - Epoch [75][1360/3757] lr: 8.076e-02, eta: 6 days, 15:50:35, time: 0.795, data_time: 0.009, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5906, loss_cls: 3.0546, loss: 3.0546, grad_norm: 2.3943 2020-07-26 13:18:11,159 - mmaction - INFO - Epoch [75][1380/3757] lr: 8.076e-02, eta: 6 days, 15:50:13, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.1063, loss: 3.1063, grad_norm: 2.4033 2020-07-26 13:18:26,958 - mmaction - INFO - Epoch [75][1400/3757] lr: 8.076e-02, eta: 6 days, 15:49:52, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5883, loss_cls: 3.0475, loss: 3.0475, grad_norm: 2.3637 2020-07-26 13:18:42,853 - mmaction - INFO - Epoch [75][1420/3757] lr: 8.076e-02, eta: 6 days, 15:49:32, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5891, loss_cls: 3.0759, loss: 3.0759, grad_norm: 2.4107 2020-07-26 13:18:58,669 - mmaction - INFO - Epoch [75][1440/3757] lr: 8.076e-02, eta: 6 days, 15:49:11, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6023, loss_cls: 2.9625, loss: 2.9625, grad_norm: 2.3809 2020-07-26 13:19:14,480 - mmaction - INFO - Epoch [75][1460/3757] lr: 8.076e-02, eta: 6 days, 15:48:50, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5859, loss_cls: 3.0561, loss: 3.0561, grad_norm: 2.3931 2020-07-26 13:19:30,291 - mmaction - INFO - Epoch [75][1480/3757] lr: 8.076e-02, eta: 6 days, 15:48:29, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5867, loss_cls: 3.0933, loss: 3.0933, grad_norm: 2.2996 2020-07-26 13:19:46,088 - mmaction - INFO - Epoch [75][1500/3757] lr: 8.076e-02, eta: 6 days, 15:48:08, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6008, loss_cls: 2.9338, loss: 2.9338, grad_norm: 2.2776 2020-07-26 13:20:01,889 - mmaction - INFO - Epoch [75][1520/3757] lr: 8.076e-02, eta: 6 days, 15:47:47, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6109, loss_cls: 2.9823, loss: 2.9823, grad_norm: 2.4111 2020-07-26 13:20:17,659 - mmaction - INFO - Epoch [75][1540/3757] lr: 8.076e-02, eta: 6 days, 15:47:26, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5797, loss_cls: 3.0591, loss: 3.0591, grad_norm: 2.3729 2020-07-26 13:20:34,015 - mmaction - INFO - Epoch [75][1560/3757] lr: 8.076e-02, eta: 6 days, 15:47:07, time: 0.815, data_time: 0.016, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6062, loss_cls: 2.9850, loss: 2.9850, grad_norm: 2.3379 2020-07-26 13:20:50,061 - mmaction - INFO - Epoch [75][1580/3757] lr: 8.076e-02, eta: 6 days, 15:46:47, time: 0.805, data_time: 0.012, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5852, loss_cls: 3.0402, loss: 3.0402, grad_norm: 2.3933 2020-07-26 13:21:06,156 - mmaction - INFO - Epoch [75][1600/3757] lr: 8.076e-02, eta: 6 days, 15:46:27, time: 0.805, data_time: 0.009, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5586, loss_cls: 3.1360, loss: 3.1360, grad_norm: 2.3491 2020-07-26 13:21:21,936 - mmaction - INFO - Epoch [75][1620/3757] lr: 8.076e-02, eta: 6 days, 15:46:06, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6078, loss_cls: 2.9003, loss: 2.9003, grad_norm: 2.3310 2020-07-26 13:21:37,751 - mmaction - INFO - Epoch [75][1640/3757] lr: 8.076e-02, eta: 6 days, 15:45:45, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5945, loss_cls: 3.0073, loss: 3.0073, grad_norm: 2.3805 2020-07-26 13:21:53,578 - mmaction - INFO - Epoch [75][1660/3757] lr: 8.076e-02, eta: 6 days, 15:45:24, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5969, loss_cls: 3.0785, loss: 3.0785, grad_norm: 2.4330 2020-07-26 13:22:09,449 - mmaction - INFO - Epoch [75][1680/3757] lr: 8.076e-02, eta: 6 days, 15:45:03, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5805, loss_cls: 3.0960, loss: 3.0960, grad_norm: 2.4208 2020-07-26 13:22:25,261 - mmaction - INFO - Epoch [75][1700/3757] lr: 8.076e-02, eta: 6 days, 15:44:42, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6008, loss_cls: 3.0033, loss: 3.0033, grad_norm: 2.3849 2020-07-26 13:22:41,216 - mmaction - INFO - Epoch [75][1720/3757] lr: 8.076e-02, eta: 6 days, 15:44:22, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6047, loss_cls: 2.9811, loss: 2.9811, grad_norm: 2.2995 2020-07-26 13:22:56,997 - mmaction - INFO - Epoch [75][1740/3757] lr: 8.076e-02, eta: 6 days, 15:44:01, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5969, loss_cls: 3.0354, loss: 3.0354, grad_norm: 2.3872 2020-07-26 13:23:12,862 - mmaction - INFO - Epoch [75][1760/3757] lr: 8.076e-02, eta: 6 days, 15:43:40, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5844, loss_cls: 3.0762, loss: 3.0762, grad_norm: 2.3175 2020-07-26 13:23:29,077 - mmaction - INFO - Epoch [75][1780/3757] lr: 8.076e-02, eta: 6 days, 15:43:20, time: 0.811, data_time: 0.023, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5859, loss_cls: 3.0707, loss: 3.0707, grad_norm: 2.4080 2020-07-26 13:23:45,224 - mmaction - INFO - Epoch [75][1800/3757] lr: 8.076e-02, eta: 6 days, 15:43:01, time: 0.806, data_time: 0.017, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5867, loss_cls: 3.0131, loss: 3.0131, grad_norm: 2.2624 2020-07-26 13:24:01,300 - mmaction - INFO - Epoch [75][1820/3757] lr: 8.076e-02, eta: 6 days, 15:42:41, time: 0.805, data_time: 0.020, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5820, loss_cls: 3.0360, loss: 3.0360, grad_norm: 2.4096 2020-07-26 13:24:17,069 - mmaction - INFO - Epoch [75][1840/3757] lr: 8.076e-02, eta: 6 days, 15:42:20, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5828, loss_cls: 3.0796, loss: 3.0796, grad_norm: 2.3790 2020-07-26 13:24:32,858 - mmaction - INFO - Epoch [75][1860/3757] lr: 8.076e-02, eta: 6 days, 15:41:59, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5813, loss_cls: 3.0839, loss: 3.0839, grad_norm: 2.3743 2020-07-26 13:24:53,116 - mmaction - INFO - Epoch [75][1880/3757] lr: 8.076e-02, eta: 6 days, 15:41:55, time: 1.013, data_time: 0.193, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5969, loss_cls: 2.9789, loss: 2.9789, grad_norm: 2.3233 2020-07-26 13:25:17,980 - mmaction - INFO - Epoch [75][1900/3757] lr: 8.076e-02, eta: 6 days, 15:42:09, time: 1.243, data_time: 0.274, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5953, loss_cls: 3.0036, loss: 3.0036, grad_norm: 2.4433 2020-07-26 13:25:38,855 - mmaction - INFO - Epoch [75][1920/3757] lr: 8.076e-02, eta: 6 days, 15:42:08, time: 1.044, data_time: 0.239, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6031, loss_cls: 2.9439, loss: 2.9439, grad_norm: 2.4088 2020-07-26 13:25:54,618 - mmaction - INFO - Epoch [75][1940/3757] lr: 8.076e-02, eta: 6 days, 15:41:47, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5805, loss_cls: 3.0894, loss: 3.0894, grad_norm: 2.3878 2020-07-26 13:26:10,479 - mmaction - INFO - Epoch [75][1960/3757] lr: 8.076e-02, eta: 6 days, 15:41:26, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5781, loss_cls: 3.0787, loss: 3.0787, grad_norm: 2.4176 2020-07-26 13:26:26,534 - mmaction - INFO - Epoch [75][1980/3757] lr: 8.076e-02, eta: 6 days, 15:41:06, time: 0.803, data_time: 0.015, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5867, loss_cls: 3.0383, loss: 3.0383, grad_norm: 2.3450 2020-07-26 13:26:42,726 - mmaction - INFO - Epoch [75][2000/3757] lr: 8.076e-02, eta: 6 days, 15:40:47, time: 0.809, data_time: 0.019, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5742, loss_cls: 3.0765, loss: 3.0765, grad_norm: 2.3845 2020-07-26 13:26:59,072 - mmaction - INFO - Epoch [75][2020/3757] lr: 8.076e-02, eta: 6 days, 15:40:28, time: 0.818, data_time: 0.015, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6148, loss_cls: 2.9209, loss: 2.9209, grad_norm: 2.3669 2020-07-26 13:27:14,862 - mmaction - INFO - Epoch [75][2040/3757] lr: 8.076e-02, eta: 6 days, 15:40:07, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5820, loss_cls: 3.0387, loss: 3.0387, grad_norm: 2.4047 2020-07-26 13:27:30,871 - mmaction - INFO - Epoch [75][2060/3757] lr: 8.076e-02, eta: 6 days, 15:39:47, time: 0.801, data_time: 0.015, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6023, loss_cls: 2.9696, loss: 2.9696, grad_norm: 2.3776 2020-07-26 13:27:46,713 - mmaction - INFO - Epoch [75][2080/3757] lr: 8.076e-02, eta: 6 days, 15:39:26, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5938, loss_cls: 3.0605, loss: 3.0605, grad_norm: 2.4037 2020-07-26 13:28:02,978 - mmaction - INFO - Epoch [75][2100/3757] lr: 8.076e-02, eta: 6 days, 15:39:07, time: 0.813, data_time: 0.022, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5586, loss_cls: 3.1037, loss: 3.1037, grad_norm: 2.3693 2020-07-26 13:28:23,808 - mmaction - INFO - Epoch [75][2120/3757] lr: 8.076e-02, eta: 6 days, 15:39:05, time: 1.042, data_time: 0.238, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6078, loss_cls: 2.9468, loss: 2.9468, grad_norm: 2.2903 2020-07-26 13:28:39,831 - mmaction - INFO - Epoch [75][2140/3757] lr: 8.076e-02, eta: 6 days, 15:38:45, time: 0.801, data_time: 0.007, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5711, loss_cls: 3.0977, loss: 3.0977, grad_norm: 2.3446 2020-07-26 13:28:55,681 - mmaction - INFO - Epoch [75][2160/3757] lr: 8.076e-02, eta: 6 days, 15:38:24, time: 0.792, data_time: 0.006, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5766, loss_cls: 3.1010, loss: 3.1010, grad_norm: 2.3531 2020-07-26 13:29:11,704 - mmaction - INFO - Epoch [75][2180/3757] lr: 8.076e-02, eta: 6 days, 15:38:04, time: 0.802, data_time: 0.016, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6031, loss_cls: 3.0435, loss: 3.0435, grad_norm: 2.3810 2020-07-26 13:29:27,937 - mmaction - INFO - Epoch [75][2200/3757] lr: 8.076e-02, eta: 6 days, 15:37:45, time: 0.811, data_time: 0.023, memory: 6196, top1_acc: 0.3312, top5_acc: 0.6023, loss_cls: 2.9932, loss: 2.9932, grad_norm: 2.4371 2020-07-26 13:29:43,732 - mmaction - INFO - Epoch [75][2220/3757] lr: 8.076e-02, eta: 6 days, 15:37:24, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5922, loss_cls: 3.0015, loss: 3.0015, grad_norm: 2.3447 2020-07-26 13:29:59,530 - mmaction - INFO - Epoch [75][2240/3757] lr: 8.076e-02, eta: 6 days, 15:37:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5992, loss_cls: 3.0776, loss: 3.0776, grad_norm: 2.4011 2020-07-26 13:30:15,356 - mmaction - INFO - Epoch [75][2260/3757] lr: 8.076e-02, eta: 6 days, 15:36:42, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5977, loss_cls: 3.0745, loss: 3.0745, grad_norm: 2.4069 2020-07-26 13:30:32,594 - mmaction - INFO - Epoch [75][2280/3757] lr: 8.076e-02, eta: 6 days, 15:36:26, time: 0.862, data_time: 0.074, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6195, loss_cls: 2.9763, loss: 2.9763, grad_norm: 2.3620 2020-07-26 13:30:48,706 - mmaction - INFO - Epoch [75][2300/3757] lr: 8.076e-02, eta: 6 days, 15:36:07, time: 0.804, data_time: 0.017, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5602, loss_cls: 3.1794, loss: 3.1794, grad_norm: 2.5056 2020-07-26 13:31:04,903 - mmaction - INFO - Epoch [75][2320/3757] lr: 8.076e-02, eta: 6 days, 15:35:47, time: 0.811, data_time: 0.025, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5719, loss_cls: 3.1130, loss: 3.1130, grad_norm: 2.3504 2020-07-26 13:31:21,106 - mmaction - INFO - Epoch [75][2340/3757] lr: 8.076e-02, eta: 6 days, 15:35:28, time: 0.810, data_time: 0.019, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6055, loss_cls: 2.9408, loss: 2.9408, grad_norm: 2.2948 2020-07-26 13:31:36,846 - mmaction - INFO - Epoch [75][2360/3757] lr: 8.076e-02, eta: 6 days, 15:35:07, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5633, loss_cls: 3.0867, loss: 3.0867, grad_norm: 2.4317 2020-07-26 13:31:52,667 - mmaction - INFO - Epoch [75][2380/3757] lr: 8.076e-02, eta: 6 days, 15:34:46, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5992, loss_cls: 3.0437, loss: 3.0437, grad_norm: 2.3397 2020-07-26 13:32:08,462 - mmaction - INFO - Epoch [75][2400/3757] lr: 8.076e-02, eta: 6 days, 15:34:25, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5734, loss_cls: 3.0661, loss: 3.0661, grad_norm: 2.3797 2020-07-26 13:32:24,292 - mmaction - INFO - Epoch [75][2420/3757] lr: 8.076e-02, eta: 6 days, 15:34:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6086, loss_cls: 2.9057, loss: 2.9057, grad_norm: 2.3237 2020-07-26 13:32:40,069 - mmaction - INFO - Epoch [75][2440/3757] lr: 8.076e-02, eta: 6 days, 15:33:43, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5680, loss_cls: 3.0625, loss: 3.0625, grad_norm: 2.3459 2020-07-26 13:32:55,985 - mmaction - INFO - Epoch [75][2460/3757] lr: 8.076e-02, eta: 6 days, 15:33:22, time: 0.798, data_time: 0.005, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6062, loss_cls: 2.9505, loss: 2.9505, grad_norm: 2.3641 2020-07-26 13:33:11,784 - mmaction - INFO - Epoch [75][2480/3757] lr: 8.076e-02, eta: 6 days, 15:33:01, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6016, loss_cls: 2.9344, loss: 2.9344, grad_norm: 2.3192 2020-07-26 13:33:27,618 - mmaction - INFO - Epoch [75][2500/3757] lr: 8.076e-02, eta: 6 days, 15:32:40, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.9395, loss: 2.9395, grad_norm: 2.3847 2020-07-26 13:33:43,400 - mmaction - INFO - Epoch [75][2520/3757] lr: 8.076e-02, eta: 6 days, 15:32:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5711, loss_cls: 3.1961, loss: 3.1961, grad_norm: 2.3717 2020-07-26 13:33:59,217 - mmaction - INFO - Epoch [75][2540/3757] lr: 8.076e-02, eta: 6 days, 15:31:58, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5961, loss_cls: 3.0657, loss: 3.0657, grad_norm: 2.3644 2020-07-26 13:34:14,979 - mmaction - INFO - Epoch [75][2560/3757] lr: 8.076e-02, eta: 6 days, 15:31:37, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6141, loss_cls: 2.9487, loss: 2.9487, grad_norm: 2.3550 2020-07-26 13:34:30,775 - mmaction - INFO - Epoch [75][2580/3757] lr: 8.076e-02, eta: 6 days, 15:31:16, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5797, loss_cls: 3.0847, loss: 3.0847, grad_norm: 2.4123 2020-07-26 13:34:46,516 - mmaction - INFO - Epoch [75][2600/3757] lr: 8.076e-02, eta: 6 days, 15:30:55, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5625, loss_cls: 3.1423, loss: 3.1423, grad_norm: 2.3466 2020-07-26 13:35:02,342 - mmaction - INFO - Epoch [75][2620/3757] lr: 8.076e-02, eta: 6 days, 15:30:34, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5977, loss_cls: 2.9438, loss: 2.9438, grad_norm: 2.2837 2020-07-26 13:35:18,117 - mmaction - INFO - Epoch [75][2640/3757] lr: 8.076e-02, eta: 6 days, 15:30:13, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 2.9330, loss: 2.9330, grad_norm: 2.3659 2020-07-26 13:35:34,031 - mmaction - INFO - Epoch [75][2660/3757] lr: 8.076e-02, eta: 6 days, 15:29:52, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5969, loss_cls: 3.0239, loss: 3.0239, grad_norm: 2.4158 2020-07-26 13:35:49,919 - mmaction - INFO - Epoch [75][2680/3757] lr: 8.076e-02, eta: 6 days, 15:29:32, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5805, loss_cls: 3.0369, loss: 3.0369, grad_norm: 2.4154 2020-07-26 13:36:05,742 - mmaction - INFO - Epoch [75][2700/3757] lr: 8.076e-02, eta: 6 days, 15:29:11, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5891, loss_cls: 3.0800, loss: 3.0800, grad_norm: 2.4183 2020-07-26 13:36:21,533 - mmaction - INFO - Epoch [75][2720/3757] lr: 8.076e-02, eta: 6 days, 15:28:50, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5695, loss_cls: 3.1533, loss: 3.1533, grad_norm: 2.3763 2020-07-26 13:36:37,270 - mmaction - INFO - Epoch [75][2740/3757] lr: 8.076e-02, eta: 6 days, 15:28:29, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.5945, loss_cls: 2.9921, loss: 2.9921, grad_norm: 2.2974 2020-07-26 13:36:53,051 - mmaction - INFO - Epoch [75][2760/3757] lr: 8.076e-02, eta: 6 days, 15:28:08, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6102, loss_cls: 2.9212, loss: 2.9212, grad_norm: 2.3183 2020-07-26 13:37:08,897 - mmaction - INFO - Epoch [75][2780/3757] lr: 8.076e-02, eta: 6 days, 15:27:47, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6070, loss_cls: 2.9773, loss: 2.9773, grad_norm: 2.3852 2020-07-26 13:37:24,701 - mmaction - INFO - Epoch [75][2800/3757] lr: 8.076e-02, eta: 6 days, 15:27:26, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6055, loss_cls: 2.9341, loss: 2.9341, grad_norm: 2.3948 2020-07-26 13:37:40,603 - mmaction - INFO - Epoch [75][2820/3757] lr: 8.076e-02, eta: 6 days, 15:27:05, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5734, loss_cls: 3.0872, loss: 3.0872, grad_norm: 2.4170 2020-07-26 13:37:56,330 - mmaction - INFO - Epoch [75][2840/3757] lr: 8.076e-02, eta: 6 days, 15:26:44, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5789, loss_cls: 3.0276, loss: 3.0276, grad_norm: 2.3257 2020-07-26 13:38:12,176 - mmaction - INFO - Epoch [75][2860/3757] lr: 8.076e-02, eta: 6 days, 15:26:23, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6094, loss_cls: 2.9804, loss: 2.9804, grad_norm: 2.3405 2020-07-26 13:38:27,877 - mmaction - INFO - Epoch [75][2880/3757] lr: 8.076e-02, eta: 6 days, 15:26:02, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5773, loss_cls: 3.0997, loss: 3.0997, grad_norm: 2.3337 2020-07-26 13:38:43,681 - mmaction - INFO - Epoch [75][2900/3757] lr: 8.076e-02, eta: 6 days, 15:25:41, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6016, loss_cls: 2.9912, loss: 2.9912, grad_norm: 2.3241 2020-07-26 13:38:59,549 - mmaction - INFO - Epoch [75][2920/3757] lr: 8.076e-02, eta: 6 days, 15:25:20, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6070, loss_cls: 2.9714, loss: 2.9714, grad_norm: 2.3976 2020-07-26 13:39:15,330 - mmaction - INFO - Epoch [75][2940/3757] lr: 8.076e-02, eta: 6 days, 15:24:59, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5852, loss_cls: 3.0584, loss: 3.0584, grad_norm: 2.3751 2020-07-26 13:39:31,227 - mmaction - INFO - Epoch [75][2960/3757] lr: 8.076e-02, eta: 6 days, 15:24:39, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5883, loss_cls: 3.0329, loss: 3.0329, grad_norm: 2.3659 2020-07-26 13:39:47,084 - mmaction - INFO - Epoch [75][2980/3757] lr: 8.076e-02, eta: 6 days, 15:24:18, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6055, loss_cls: 2.9845, loss: 2.9845, grad_norm: 2.3494 2020-07-26 13:40:03,351 - mmaction - INFO - Epoch [75][3000/3757] lr: 8.076e-02, eta: 6 days, 15:23:59, time: 0.814, data_time: 0.012, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5844, loss_cls: 3.1171, loss: 3.1171, grad_norm: 2.2937 2020-07-26 13:40:19,055 - mmaction - INFO - Epoch [75][3020/3757] lr: 8.076e-02, eta: 6 days, 15:23:38, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5938, loss_cls: 3.0565, loss: 3.0565, grad_norm: 2.3196 2020-07-26 13:40:34,889 - mmaction - INFO - Epoch [75][3040/3757] lr: 8.076e-02, eta: 6 days, 15:23:17, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5789, loss_cls: 3.1086, loss: 3.1086, grad_norm: 2.4348 2020-07-26 13:40:50,697 - mmaction - INFO - Epoch [75][3060/3757] lr: 8.076e-02, eta: 6 days, 15:22:56, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6078, loss_cls: 2.9994, loss: 2.9994, grad_norm: 2.4147 2020-07-26 13:41:06,473 - mmaction - INFO - Epoch [75][3080/3757] lr: 8.076e-02, eta: 6 days, 15:22:35, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5852, loss_cls: 3.1160, loss: 3.1160, grad_norm: 2.4254 2020-07-26 13:41:22,292 - mmaction - INFO - Epoch [75][3100/3757] lr: 8.076e-02, eta: 6 days, 15:22:14, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5773, loss_cls: 3.1261, loss: 3.1261, grad_norm: 2.4337 2020-07-26 13:41:38,102 - mmaction - INFO - Epoch [75][3120/3757] lr: 8.076e-02, eta: 6 days, 15:21:53, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5977, loss_cls: 3.0076, loss: 3.0076, grad_norm: 2.3765 2020-07-26 13:41:53,914 - mmaction - INFO - Epoch [75][3140/3757] lr: 8.076e-02, eta: 6 days, 15:21:32, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5797, loss_cls: 3.0776, loss: 3.0776, grad_norm: 2.4178 2020-07-26 13:42:09,836 - mmaction - INFO - Epoch [75][3160/3757] lr: 8.076e-02, eta: 6 days, 15:21:12, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5734, loss_cls: 3.0995, loss: 3.0995, grad_norm: 2.3981 2020-07-26 13:42:25,673 - mmaction - INFO - Epoch [75][3180/3757] lr: 8.076e-02, eta: 6 days, 15:20:51, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5906, loss_cls: 3.1087, loss: 3.1087, grad_norm: 2.4385 2020-07-26 13:42:41,427 - mmaction - INFO - Epoch [75][3200/3757] lr: 8.076e-02, eta: 6 days, 15:20:30, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5945, loss_cls: 2.9889, loss: 2.9889, grad_norm: 2.3384 2020-07-26 13:42:57,275 - mmaction - INFO - Epoch [75][3220/3757] lr: 8.076e-02, eta: 6 days, 15:20:09, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5875, loss_cls: 3.0111, loss: 3.0111, grad_norm: 2.3755 2020-07-26 13:43:13,064 - mmaction - INFO - Epoch [75][3240/3757] lr: 8.076e-02, eta: 6 days, 15:19:48, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6094, loss_cls: 2.9561, loss: 2.9561, grad_norm: 2.3204 2020-07-26 13:43:28,815 - mmaction - INFO - Epoch [75][3260/3757] lr: 8.076e-02, eta: 6 days, 15:19:27, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5961, loss_cls: 3.0240, loss: 3.0240, grad_norm: 2.4297 2020-07-26 13:43:44,927 - mmaction - INFO - Epoch [75][3280/3757] lr: 8.076e-02, eta: 6 days, 15:19:07, time: 0.806, data_time: 0.017, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5734, loss_cls: 3.0684, loss: 3.0684, grad_norm: 2.4346 2020-07-26 13:44:01,012 - mmaction - INFO - Epoch [75][3300/3757] lr: 8.076e-02, eta: 6 days, 15:18:47, time: 0.804, data_time: 0.023, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5836, loss_cls: 3.0412, loss: 3.0412, grad_norm: 2.3272 2020-07-26 13:44:17,244 - mmaction - INFO - Epoch [75][3320/3757] lr: 8.076e-02, eta: 6 days, 15:18:28, time: 0.812, data_time: 0.019, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5930, loss_cls: 3.0078, loss: 3.0078, grad_norm: 2.4223 2020-07-26 13:44:32,994 - mmaction - INFO - Epoch [75][3340/3757] lr: 8.076e-02, eta: 6 days, 15:18:07, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0104, loss: 3.0104, grad_norm: 2.4532 2020-07-26 13:44:48,785 - mmaction - INFO - Epoch [75][3360/3757] lr: 8.076e-02, eta: 6 days, 15:17:46, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5867, loss_cls: 3.0838, loss: 3.0838, grad_norm: 2.4276 2020-07-26 13:45:08,707 - mmaction - INFO - Epoch [75][3380/3757] lr: 8.076e-02, eta: 6 days, 15:17:41, time: 0.995, data_time: 0.026, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5695, loss_cls: 3.1358, loss: 3.1358, grad_norm: 2.3859 2020-07-26 13:45:29,060 - mmaction - INFO - Epoch [75][3400/3757] lr: 8.076e-02, eta: 6 days, 15:17:37, time: 1.019, data_time: 0.107, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5719, loss_cls: 3.0658, loss: 3.0658, grad_norm: 2.3649 2020-07-26 13:45:47,265 - mmaction - INFO - Epoch [75][3420/3757] lr: 8.076e-02, eta: 6 days, 15:17:26, time: 0.910, data_time: 0.118, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5836, loss_cls: 3.0395, loss: 3.0395, grad_norm: 2.3686 2020-07-26 13:46:03,419 - mmaction - INFO - Epoch [75][3440/3757] lr: 8.076e-02, eta: 6 days, 15:17:06, time: 0.807, data_time: 0.022, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5953, loss_cls: 3.0884, loss: 3.0884, grad_norm: 2.3998 2020-07-26 13:46:19,511 - mmaction - INFO - Epoch [75][3460/3757] lr: 8.076e-02, eta: 6 days, 15:16:46, time: 0.805, data_time: 0.018, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5852, loss_cls: 3.0625, loss: 3.0625, grad_norm: 2.4146 2020-07-26 13:46:35,803 - mmaction - INFO - Epoch [75][3480/3757] lr: 8.076e-02, eta: 6 days, 15:16:27, time: 0.815, data_time: 0.021, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5961, loss_cls: 3.1050, loss: 3.1050, grad_norm: 2.3486 2020-07-26 13:46:51,951 - mmaction - INFO - Epoch [75][3500/3757] lr: 8.076e-02, eta: 6 days, 15:16:08, time: 0.807, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5805, loss_cls: 3.0973, loss: 3.0973, grad_norm: 2.3936 2020-07-26 13:47:07,950 - mmaction - INFO - Epoch [75][3520/3757] lr: 8.076e-02, eta: 6 days, 15:15:48, time: 0.800, data_time: 0.015, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5828, loss_cls: 3.1399, loss: 3.1399, grad_norm: 2.4430 2020-07-26 13:47:24,087 - mmaction - INFO - Epoch [75][3540/3757] lr: 8.076e-02, eta: 6 days, 15:15:28, time: 0.807, data_time: 0.018, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5883, loss_cls: 2.9906, loss: 2.9906, grad_norm: 2.3103 2020-07-26 13:47:40,268 - mmaction - INFO - Epoch [75][3560/3757] lr: 8.076e-02, eta: 6 days, 15:15:09, time: 0.809, data_time: 0.023, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5992, loss_cls: 2.9857, loss: 2.9857, grad_norm: 2.3669 2020-07-26 13:47:56,469 - mmaction - INFO - Epoch [75][3580/3757] lr: 8.076e-02, eta: 6 days, 15:14:49, time: 0.809, data_time: 0.018, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5742, loss_cls: 3.0696, loss: 3.0696, grad_norm: 2.3627 2020-07-26 13:48:12,708 - mmaction - INFO - Epoch [75][3600/3757] lr: 8.076e-02, eta: 6 days, 15:14:30, time: 0.813, data_time: 0.025, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6047, loss_cls: 2.9834, loss: 2.9834, grad_norm: 2.3680 2020-07-26 13:48:28,838 - mmaction - INFO - Epoch [75][3620/3757] lr: 8.076e-02, eta: 6 days, 15:14:10, time: 0.807, data_time: 0.016, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5828, loss_cls: 3.0779, loss: 3.0779, grad_norm: 2.3952 2020-07-26 13:48:44,738 - mmaction - INFO - Epoch [75][3640/3757] lr: 8.076e-02, eta: 6 days, 15:13:50, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6008, loss_cls: 3.0350, loss: 3.0350, grad_norm: 2.3961 2020-07-26 13:49:00,476 - mmaction - INFO - Epoch [75][3660/3757] lr: 8.076e-02, eta: 6 days, 15:13:29, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5914, loss_cls: 3.0576, loss: 3.0576, grad_norm: 2.3789 2020-07-26 13:49:16,333 - mmaction - INFO - Epoch [75][3680/3757] lr: 8.076e-02, eta: 6 days, 15:13:08, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5969, loss_cls: 3.0110, loss: 3.0110, grad_norm: 2.4430 2020-07-26 13:49:36,419 - mmaction - INFO - Epoch [75][3700/3757] lr: 8.076e-02, eta: 6 days, 15:13:03, time: 1.004, data_time: 0.164, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5820, loss_cls: 3.0853, loss: 3.0853, grad_norm: 2.3837 2020-07-26 13:49:52,577 - mmaction - INFO - Epoch [75][3720/3757] lr: 8.076e-02, eta: 6 days, 15:12:44, time: 0.808, data_time: 0.021, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5719, loss_cls: 3.1541, loss: 3.1541, grad_norm: 2.3707 2020-07-26 13:50:08,686 - mmaction - INFO - Epoch [75][3740/3757] lr: 8.076e-02, eta: 6 days, 15:12:24, time: 0.805, data_time: 0.016, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5922, loss_cls: 3.1045, loss: 3.1045, grad_norm: 2.4061 2020-07-26 13:54:43,543 - mmaction - INFO - Epoch [76][20/3757] lr: 8.028e-02, eta: 6 days, 15:26:06, time: 12.643, data_time: 11.703, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6062, loss_cls: 3.0101, loss: 3.0101, grad_norm: 2.3740 2020-07-26 13:54:59,406 - mmaction - INFO - Epoch [76][40/3757] lr: 8.028e-02, eta: 6 days, 15:25:46, time: 0.793, data_time: 0.002, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6367, loss_cls: 2.8721, loss: 2.8721, grad_norm: 2.3802 2020-07-26 13:55:15,211 - mmaction - INFO - Epoch [76][60/3757] lr: 8.028e-02, eta: 6 days, 15:25:25, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5914, loss_cls: 2.9802, loss: 2.9802, grad_norm: 2.4189 2020-07-26 13:55:31,283 - mmaction - INFO - Epoch [76][80/3757] lr: 8.028e-02, eta: 6 days, 15:25:05, time: 0.804, data_time: 0.016, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5914, loss_cls: 3.0264, loss: 3.0264, grad_norm: 2.4641 2020-07-26 13:55:47,043 - mmaction - INFO - Epoch [76][100/3757] lr: 8.028e-02, eta: 6 days, 15:24:43, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5805, loss_cls: 3.0822, loss: 3.0822, grad_norm: 2.4397 2020-07-26 13:56:02,814 - mmaction - INFO - Epoch [76][120/3757] lr: 8.028e-02, eta: 6 days, 15:24:22, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6242, loss_cls: 2.9226, loss: 2.9226, grad_norm: 2.4027 2020-07-26 13:56:18,614 - mmaction - INFO - Epoch [76][140/3757] lr: 8.028e-02, eta: 6 days, 15:24:01, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6047, loss_cls: 2.9416, loss: 2.9416, grad_norm: 2.3471 2020-07-26 13:56:34,405 - mmaction - INFO - Epoch [76][160/3757] lr: 8.028e-02, eta: 6 days, 15:23:40, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6055, loss_cls: 2.9530, loss: 2.9530, grad_norm: 2.3447 2020-07-26 13:56:50,207 - mmaction - INFO - Epoch [76][180/3757] lr: 8.028e-02, eta: 6 days, 15:23:19, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5922, loss_cls: 3.0341, loss: 3.0341, grad_norm: 2.3640 2020-07-26 13:57:06,030 - mmaction - INFO - Epoch [76][200/3757] lr: 8.028e-02, eta: 6 days, 15:22:58, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5898, loss_cls: 3.0170, loss: 3.0170, grad_norm: 2.4213 2020-07-26 13:57:21,851 - mmaction - INFO - Epoch [76][220/3757] lr: 8.028e-02, eta: 6 days, 15:22:37, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5898, loss_cls: 3.0084, loss: 3.0084, grad_norm: 2.3885 2020-07-26 13:57:37,791 - mmaction - INFO - Epoch [76][240/3757] lr: 8.028e-02, eta: 6 days, 15:22:17, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5859, loss_cls: 3.0140, loss: 3.0140, grad_norm: 2.3265 2020-07-26 13:57:53,823 - mmaction - INFO - Epoch [76][260/3757] lr: 8.028e-02, eta: 6 days, 15:21:57, time: 0.801, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5844, loss_cls: 2.9618, loss: 2.9618, grad_norm: 2.3529 2020-07-26 13:58:09,637 - mmaction - INFO - Epoch [76][280/3757] lr: 8.028e-02, eta: 6 days, 15:21:36, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5945, loss_cls: 2.9812, loss: 2.9812, grad_norm: 2.4096 2020-07-26 13:58:25,460 - mmaction - INFO - Epoch [76][300/3757] lr: 8.028e-02, eta: 6 days, 15:21:15, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5813, loss_cls: 3.0375, loss: 3.0375, grad_norm: 2.4468 2020-07-26 13:58:41,274 - mmaction - INFO - Epoch [76][320/3757] lr: 8.028e-02, eta: 6 days, 15:20:54, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6117, loss_cls: 2.9471, loss: 2.9471, grad_norm: 2.3397 2020-07-26 13:58:57,128 - mmaction - INFO - Epoch [76][340/3757] lr: 8.028e-02, eta: 6 days, 15:20:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5844, loss_cls: 3.0372, loss: 3.0372, grad_norm: 2.4809 2020-07-26 13:59:12,941 - mmaction - INFO - Epoch [76][360/3757] lr: 8.028e-02, eta: 6 days, 15:20:12, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5844, loss_cls: 3.0781, loss: 3.0781, grad_norm: 2.4165 2020-07-26 13:59:28,724 - mmaction - INFO - Epoch [76][380/3757] lr: 8.028e-02, eta: 6 days, 15:19:51, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6141, loss_cls: 2.9494, loss: 2.9494, grad_norm: 2.3420 2020-07-26 13:59:44,503 - mmaction - INFO - Epoch [76][400/3757] lr: 8.028e-02, eta: 6 days, 15:19:30, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5844, loss_cls: 3.1051, loss: 3.1051, grad_norm: 2.4330 2020-07-26 14:00:00,329 - mmaction - INFO - Epoch [76][420/3757] lr: 8.028e-02, eta: 6 days, 15:19:09, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5992, loss_cls: 3.0669, loss: 3.0669, grad_norm: 2.3930 2020-07-26 14:00:21,298 - mmaction - INFO - Epoch [76][440/3757] lr: 8.028e-02, eta: 6 days, 15:19:07, time: 1.047, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5984, loss_cls: 2.9562, loss: 2.9562, grad_norm: 2.4401 2020-07-26 14:00:37,115 - mmaction - INFO - Epoch [76][460/3757] lr: 8.028e-02, eta: 6 days, 15:18:47, time: 0.793, data_time: 0.006, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5789, loss_cls: 3.0336, loss: 3.0336, grad_norm: 2.3629 2020-07-26 14:00:52,927 - mmaction - INFO - Epoch [76][480/3757] lr: 8.028e-02, eta: 6 days, 15:18:26, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.5953, loss_cls: 3.0013, loss: 3.0013, grad_norm: 2.4113 2020-07-26 14:01:08,773 - mmaction - INFO - Epoch [76][500/3757] lr: 8.028e-02, eta: 6 days, 15:18:05, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5891, loss_cls: 2.9985, loss: 2.9985, grad_norm: 2.4358 2020-07-26 14:01:24,534 - mmaction - INFO - Epoch [76][520/3757] lr: 8.028e-02, eta: 6 days, 15:17:44, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5992, loss_cls: 2.9884, loss: 2.9884, grad_norm: 2.4372 2020-07-26 14:01:40,325 - mmaction - INFO - Epoch [76][540/3757] lr: 8.028e-02, eta: 6 days, 15:17:23, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5734, loss_cls: 3.0904, loss: 3.0904, grad_norm: 2.4691 2020-07-26 14:01:56,068 - mmaction - INFO - Epoch [76][560/3757] lr: 8.028e-02, eta: 6 days, 15:17:01, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6062, loss_cls: 2.9187, loss: 2.9187, grad_norm: 2.4311 2020-07-26 14:02:11,833 - mmaction - INFO - Epoch [76][580/3757] lr: 8.028e-02, eta: 6 days, 15:16:40, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5742, loss_cls: 3.1202, loss: 3.1202, grad_norm: 2.4388 2020-07-26 14:02:27,659 - mmaction - INFO - Epoch [76][600/3757] lr: 8.028e-02, eta: 6 days, 15:16:19, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5844, loss_cls: 3.0459, loss: 3.0459, grad_norm: 2.3296 2020-07-26 14:02:43,426 - mmaction - INFO - Epoch [76][620/3757] lr: 8.028e-02, eta: 6 days, 15:15:58, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5875, loss_cls: 3.0760, loss: 3.0760, grad_norm: 2.3558 2020-07-26 14:02:59,218 - mmaction - INFO - Epoch [76][640/3757] lr: 8.028e-02, eta: 6 days, 15:15:37, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6086, loss_cls: 2.9944, loss: 2.9944, grad_norm: 2.2640 2020-07-26 14:03:15,109 - mmaction - INFO - Epoch [76][660/3757] lr: 8.028e-02, eta: 6 days, 15:15:16, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5836, loss_cls: 3.0531, loss: 3.0531, grad_norm: 2.3671 2020-07-26 14:03:30,929 - mmaction - INFO - Epoch [76][680/3757] lr: 8.028e-02, eta: 6 days, 15:14:56, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5945, loss_cls: 3.0353, loss: 3.0353, grad_norm: 2.3838 2020-07-26 14:03:48,264 - mmaction - INFO - Epoch [76][700/3757] lr: 8.028e-02, eta: 6 days, 15:14:40, time: 0.866, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5836, loss_cls: 3.1290, loss: 3.1290, grad_norm: 2.4274 2020-07-26 14:04:04,282 - mmaction - INFO - Epoch [76][720/3757] lr: 8.028e-02, eta: 6 days, 15:14:20, time: 0.802, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6109, loss_cls: 2.9689, loss: 2.9689, grad_norm: 2.3376 2020-07-26 14:04:21,107 - mmaction - INFO - Epoch [76][740/3757] lr: 8.028e-02, eta: 6 days, 15:14:03, time: 0.841, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6023, loss_cls: 2.9979, loss: 2.9979, grad_norm: 2.4106 2020-07-26 14:04:37,076 - mmaction - INFO - Epoch [76][760/3757] lr: 8.028e-02, eta: 6 days, 15:13:43, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5570, loss_cls: 3.0906, loss: 3.0906, grad_norm: 2.3764 2020-07-26 14:04:53,197 - mmaction - INFO - Epoch [76][780/3757] lr: 8.028e-02, eta: 6 days, 15:13:23, time: 0.808, data_time: 0.005, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5836, loss_cls: 3.0576, loss: 3.0576, grad_norm: 2.3885 2020-07-26 14:05:09,019 - mmaction - INFO - Epoch [76][800/3757] lr: 8.028e-02, eta: 6 days, 15:13:02, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6023, loss_cls: 2.9547, loss: 2.9547, grad_norm: 2.2993 2020-07-26 14:05:25,058 - mmaction - INFO - Epoch [76][820/3757] lr: 8.028e-02, eta: 6 days, 15:12:42, time: 0.802, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5883, loss_cls: 3.0554, loss: 3.0554, grad_norm: 2.3304 2020-07-26 14:05:41,986 - mmaction - INFO - Epoch [76][840/3757] lr: 8.028e-02, eta: 6 days, 15:12:25, time: 0.847, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5867, loss_cls: 3.0498, loss: 3.0498, grad_norm: 2.3785 2020-07-26 14:05:58,590 - mmaction - INFO - Epoch [76][860/3757] lr: 8.028e-02, eta: 6 days, 15:12:07, time: 0.829, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6039, loss_cls: 3.0309, loss: 3.0309, grad_norm: 2.3461 2020-07-26 14:06:14,391 - mmaction - INFO - Epoch [76][880/3757] lr: 8.028e-02, eta: 6 days, 15:11:46, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5859, loss_cls: 3.0252, loss: 3.0252, grad_norm: 2.4258 2020-07-26 14:06:30,227 - mmaction - INFO - Epoch [76][900/3757] lr: 8.028e-02, eta: 6 days, 15:11:26, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5938, loss_cls: 3.0390, loss: 3.0390, grad_norm: 2.3467 2020-07-26 14:06:46,036 - mmaction - INFO - Epoch [76][920/3757] lr: 8.028e-02, eta: 6 days, 15:11:05, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5867, loss_cls: 2.9623, loss: 2.9623, grad_norm: 2.3350 2020-07-26 14:07:03,085 - mmaction - INFO - Epoch [76][940/3757] lr: 8.028e-02, eta: 6 days, 15:10:48, time: 0.853, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 3.0907, loss: 3.0907, grad_norm: 2.4113 2020-07-26 14:07:19,545 - mmaction - INFO - Epoch [76][960/3757] lr: 8.028e-02, eta: 6 days, 15:10:30, time: 0.823, data_time: 0.006, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5977, loss_cls: 3.0010, loss: 3.0010, grad_norm: 2.3634 2020-07-26 14:07:35,512 - mmaction - INFO - Epoch [76][980/3757] lr: 8.028e-02, eta: 6 days, 15:10:10, time: 0.799, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5945, loss_cls: 3.0766, loss: 3.0766, grad_norm: 2.4439 2020-07-26 14:07:56,463 - mmaction - INFO - Epoch [76][1000/3757] lr: 8.028e-02, eta: 6 days, 15:10:08, time: 1.047, data_time: 0.258, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5789, loss_cls: 3.1228, loss: 3.1228, grad_norm: 2.4081 2020-07-26 14:08:13,071 - mmaction - INFO - Epoch [76][1020/3757] lr: 8.028e-02, eta: 6 days, 15:09:50, time: 0.830, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6109, loss_cls: 2.9753, loss: 2.9753, grad_norm: 2.3880 2020-07-26 14:08:29,152 - mmaction - INFO - Epoch [76][1040/3757] lr: 8.028e-02, eta: 6 days, 15:09:30, time: 0.804, data_time: 0.005, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5867, loss_cls: 3.0487, loss: 3.0487, grad_norm: 2.3986 2020-07-26 14:08:46,408 - mmaction - INFO - Epoch [76][1060/3757] lr: 8.028e-02, eta: 6 days, 15:09:15, time: 0.863, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.6008, loss_cls: 3.0215, loss: 3.0215, grad_norm: 2.4024 2020-07-26 14:09:02,323 - mmaction - INFO - Epoch [76][1080/3757] lr: 8.028e-02, eta: 6 days, 15:08:54, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5867, loss_cls: 3.0224, loss: 3.0224, grad_norm: 2.4393 2020-07-26 14:09:23,406 - mmaction - INFO - Epoch [76][1100/3757] lr: 8.028e-02, eta: 6 days, 15:08:54, time: 1.056, data_time: 0.005, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6055, loss_cls: 2.9443, loss: 2.9443, grad_norm: 2.3894 2020-07-26 14:09:44,423 - mmaction - INFO - Epoch [76][1120/3757] lr: 8.028e-02, eta: 6 days, 15:08:53, time: 1.051, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.0861, loss: 3.0861, grad_norm: 2.4381 2020-07-26 14:10:01,145 - mmaction - INFO - Epoch [76][1140/3757] lr: 8.028e-02, eta: 6 days, 15:08:35, time: 0.835, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.5891, loss_cls: 3.0287, loss: 3.0287, grad_norm: 2.3072 2020-07-26 14:10:20,897 - mmaction - INFO - Epoch [76][1160/3757] lr: 8.028e-02, eta: 6 days, 15:08:29, time: 0.988, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6055, loss_cls: 2.9796, loss: 2.9796, grad_norm: 2.3933 2020-07-26 14:10:40,696 - mmaction - INFO - Epoch [76][1180/3757] lr: 8.028e-02, eta: 6 days, 15:08:23, time: 0.990, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6031, loss_cls: 2.9866, loss: 2.9866, grad_norm: 2.4573 2020-07-26 14:10:57,982 - mmaction - INFO - Epoch [76][1200/3757] lr: 8.028e-02, eta: 6 days, 15:08:08, time: 0.864, data_time: 0.039, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6023, loss_cls: 3.0050, loss: 3.0050, grad_norm: 2.4507 2020-07-26 14:11:13,846 - mmaction - INFO - Epoch [76][1220/3757] lr: 8.028e-02, eta: 6 days, 15:07:47, time: 0.793, data_time: 0.002, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6094, loss_cls: 2.9469, loss: 2.9469, grad_norm: 2.4145 2020-07-26 14:11:30,447 - mmaction - INFO - Epoch [76][1240/3757] lr: 8.028e-02, eta: 6 days, 15:07:29, time: 0.830, data_time: 0.009, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.0344, loss: 3.0344, grad_norm: 2.4497 2020-07-26 14:11:46,285 - mmaction - INFO - Epoch [76][1260/3757] lr: 8.028e-02, eta: 6 days, 15:07:08, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5664, loss_cls: 3.1238, loss: 3.1238, grad_norm: 2.3405 2020-07-26 14:12:02,018 - mmaction - INFO - Epoch [76][1280/3757] lr: 8.028e-02, eta: 6 days, 15:06:47, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5891, loss_cls: 2.9869, loss: 2.9869, grad_norm: 2.3606 2020-07-26 14:12:18,884 - mmaction - INFO - Epoch [76][1300/3757] lr: 8.028e-02, eta: 6 days, 15:06:30, time: 0.844, data_time: 0.008, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5664, loss_cls: 3.0640, loss: 3.0640, grad_norm: 2.3693 2020-07-26 14:12:34,680 - mmaction - INFO - Epoch [76][1320/3757] lr: 8.028e-02, eta: 6 days, 15:06:09, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5867, loss_cls: 3.0524, loss: 3.0524, grad_norm: 2.3947 2020-07-26 14:12:50,500 - mmaction - INFO - Epoch [76][1340/3757] lr: 8.028e-02, eta: 6 days, 15:05:48, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 2.9561, loss: 2.9561, grad_norm: 2.3185 2020-07-26 14:13:06,351 - mmaction - INFO - Epoch [76][1360/3757] lr: 8.028e-02, eta: 6 days, 15:05:28, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5852, loss_cls: 2.9877, loss: 2.9877, grad_norm: 2.3825 2020-07-26 14:13:22,126 - mmaction - INFO - Epoch [76][1380/3757] lr: 8.028e-02, eta: 6 days, 15:05:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5867, loss_cls: 2.9985, loss: 2.9985, grad_norm: 2.3912 2020-07-26 14:13:37,951 - mmaction - INFO - Epoch [76][1400/3757] lr: 8.028e-02, eta: 6 days, 15:04:46, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.1045, loss: 3.1045, grad_norm: 2.3603 2020-07-26 14:13:53,686 - mmaction - INFO - Epoch [76][1420/3757] lr: 8.028e-02, eta: 6 days, 15:04:24, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3586, top5_acc: 0.5914, loss_cls: 2.9942, loss: 2.9942, grad_norm: 2.3478 2020-07-26 14:14:09,527 - mmaction - INFO - Epoch [76][1440/3757] lr: 8.028e-02, eta: 6 days, 15:04:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 2.9907, loss: 2.9907, grad_norm: 2.3671 2020-07-26 14:14:25,395 - mmaction - INFO - Epoch [76][1460/3757] lr: 8.028e-02, eta: 6 days, 15:03:43, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5844, loss_cls: 3.1114, loss: 3.1114, grad_norm: 2.3027 2020-07-26 14:14:41,198 - mmaction - INFO - Epoch [76][1480/3757] lr: 8.028e-02, eta: 6 days, 15:03:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5930, loss_cls: 3.0138, loss: 3.0138, grad_norm: 2.2980 2020-07-26 14:14:57,091 - mmaction - INFO - Epoch [76][1500/3757] lr: 8.028e-02, eta: 6 days, 15:03:01, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5977, loss_cls: 3.0040, loss: 3.0040, grad_norm: 2.3981 2020-07-26 14:15:12,923 - mmaction - INFO - Epoch [76][1520/3757] lr: 8.028e-02, eta: 6 days, 15:02:40, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5969, loss_cls: 3.0062, loss: 3.0062, grad_norm: 2.4182 2020-07-26 14:15:28,676 - mmaction - INFO - Epoch [76][1540/3757] lr: 8.028e-02, eta: 6 days, 15:02:19, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5836, loss_cls: 3.0972, loss: 3.0972, grad_norm: 2.4019 2020-07-26 14:15:44,475 - mmaction - INFO - Epoch [76][1560/3757] lr: 8.028e-02, eta: 6 days, 15:01:58, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.5883, loss_cls: 3.0140, loss: 3.0140, grad_norm: 2.3772 2020-07-26 14:16:00,306 - mmaction - INFO - Epoch [76][1580/3757] lr: 8.028e-02, eta: 6 days, 15:01:37, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5805, loss_cls: 2.9998, loss: 2.9998, grad_norm: 2.4188 2020-07-26 14:16:16,154 - mmaction - INFO - Epoch [76][1600/3757] lr: 8.028e-02, eta: 6 days, 15:01:17, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5961, loss_cls: 2.9946, loss: 2.9946, grad_norm: 2.4478 2020-07-26 14:16:31,952 - mmaction - INFO - Epoch [76][1620/3757] lr: 8.028e-02, eta: 6 days, 15:00:56, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5789, loss_cls: 3.1327, loss: 3.1327, grad_norm: 2.4282 2020-07-26 14:16:48,012 - mmaction - INFO - Epoch [76][1640/3757] lr: 8.028e-02, eta: 6 days, 15:00:36, time: 0.803, data_time: 0.014, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5664, loss_cls: 3.1243, loss: 3.1243, grad_norm: 2.3167 2020-07-26 14:17:03,800 - mmaction - INFO - Epoch [76][1660/3757] lr: 8.028e-02, eta: 6 days, 15:00:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5953, loss_cls: 3.0332, loss: 3.0332, grad_norm: 2.3366 2020-07-26 14:17:19,563 - mmaction - INFO - Epoch [76][1680/3757] lr: 8.028e-02, eta: 6 days, 14:59:53, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5992, loss_cls: 3.0012, loss: 3.0012, grad_norm: 2.3627 2020-07-26 14:17:35,271 - mmaction - INFO - Epoch [76][1700/3757] lr: 8.028e-02, eta: 6 days, 14:59:32, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5938, loss_cls: 3.0347, loss: 3.0347, grad_norm: 2.3365 2020-07-26 14:17:51,020 - mmaction - INFO - Epoch [76][1720/3757] lr: 8.028e-02, eta: 6 days, 14:59:11, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5867, loss_cls: 3.0124, loss: 3.0124, grad_norm: 2.4118 2020-07-26 14:18:06,868 - mmaction - INFO - Epoch [76][1740/3757] lr: 8.028e-02, eta: 6 days, 14:58:50, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5789, loss_cls: 3.0575, loss: 3.0575, grad_norm: 2.3538 2020-07-26 14:18:22,613 - mmaction - INFO - Epoch [76][1760/3757] lr: 8.028e-02, eta: 6 days, 14:58:29, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5797, loss_cls: 3.0721, loss: 3.0721, grad_norm: 2.3350 2020-07-26 14:18:38,376 - mmaction - INFO - Epoch [76][1780/3757] lr: 8.028e-02, eta: 6 days, 14:58:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5930, loss_cls: 3.0469, loss: 3.0469, grad_norm: 2.3641 2020-07-26 14:18:54,389 - mmaction - INFO - Epoch [76][1800/3757] lr: 8.028e-02, eta: 6 days, 14:57:48, time: 0.801, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6055, loss_cls: 2.9753, loss: 2.9753, grad_norm: 2.3865 2020-07-26 14:19:10,504 - mmaction - INFO - Epoch [76][1820/3757] lr: 8.028e-02, eta: 6 days, 14:57:28, time: 0.804, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5695, loss_cls: 3.1487, loss: 3.1487, grad_norm: 2.4811 2020-07-26 14:19:26,476 - mmaction - INFO - Epoch [76][1840/3757] lr: 8.028e-02, eta: 6 days, 14:57:08, time: 0.800, data_time: 0.005, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6008, loss_cls: 2.9765, loss: 2.9765, grad_norm: 2.4339 2020-07-26 14:19:42,308 - mmaction - INFO - Epoch [76][1860/3757] lr: 8.028e-02, eta: 6 days, 14:56:47, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5875, loss_cls: 3.0256, loss: 3.0256, grad_norm: 2.3718 2020-07-26 14:19:58,045 - mmaction - INFO - Epoch [76][1880/3757] lr: 8.028e-02, eta: 6 days, 14:56:26, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.6070, loss_cls: 3.0575, loss: 3.0575, grad_norm: 2.4028 2020-07-26 14:20:14,130 - mmaction - INFO - Epoch [76][1900/3757] lr: 8.028e-02, eta: 6 days, 14:56:06, time: 0.804, data_time: 0.017, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5773, loss_cls: 3.0691, loss: 3.0691, grad_norm: 2.3457 2020-07-26 14:20:29,894 - mmaction - INFO - Epoch [76][1920/3757] lr: 8.028e-02, eta: 6 days, 14:55:45, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6172, loss_cls: 2.8936, loss: 2.8936, grad_norm: 2.3219 2020-07-26 14:20:45,686 - mmaction - INFO - Epoch [76][1940/3757] lr: 8.028e-02, eta: 6 days, 14:55:24, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5969, loss_cls: 3.0304, loss: 3.0304, grad_norm: 2.4579 2020-07-26 14:21:01,424 - mmaction - INFO - Epoch [76][1960/3757] lr: 8.028e-02, eta: 6 days, 14:55:02, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.9828, loss: 2.9828, grad_norm: 2.3898 2020-07-26 14:21:17,071 - mmaction - INFO - Epoch [76][1980/3757] lr: 8.028e-02, eta: 6 days, 14:54:41, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5602, loss_cls: 3.1001, loss: 3.1001, grad_norm: 2.3314 2020-07-26 14:21:32,829 - mmaction - INFO - Epoch [76][2000/3757] lr: 8.028e-02, eta: 6 days, 14:54:20, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5852, loss_cls: 3.0663, loss: 3.0663, grad_norm: 2.3642 2020-07-26 14:21:48,545 - mmaction - INFO - Epoch [76][2020/3757] lr: 8.028e-02, eta: 6 days, 14:53:59, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5789, loss_cls: 3.0815, loss: 3.0815, grad_norm: 2.3732 2020-07-26 14:22:04,299 - mmaction - INFO - Epoch [76][2040/3757] lr: 8.028e-02, eta: 6 days, 14:53:37, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6203, loss_cls: 2.9115, loss: 2.9115, grad_norm: 2.3747 2020-07-26 14:22:20,039 - mmaction - INFO - Epoch [76][2060/3757] lr: 8.028e-02, eta: 6 days, 14:53:16, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6086, loss_cls: 2.9204, loss: 2.9204, grad_norm: 2.4603 2020-07-26 14:22:35,771 - mmaction - INFO - Epoch [76][2080/3757] lr: 8.028e-02, eta: 6 days, 14:52:55, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6203, loss_cls: 2.8807, loss: 2.8807, grad_norm: 2.4175 2020-07-26 14:22:51,633 - mmaction - INFO - Epoch [76][2100/3757] lr: 8.028e-02, eta: 6 days, 14:52:34, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5773, loss_cls: 3.0269, loss: 3.0269, grad_norm: 2.4050 2020-07-26 14:23:07,469 - mmaction - INFO - Epoch [76][2120/3757] lr: 8.028e-02, eta: 6 days, 14:52:13, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5938, loss_cls: 3.0013, loss: 3.0013, grad_norm: 2.3583 2020-07-26 14:23:23,239 - mmaction - INFO - Epoch [76][2140/3757] lr: 8.028e-02, eta: 6 days, 14:51:52, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5734, loss_cls: 3.0697, loss: 3.0697, grad_norm: 2.3604 2020-07-26 14:23:39,100 - mmaction - INFO - Epoch [76][2160/3757] lr: 8.028e-02, eta: 6 days, 14:51:32, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5820, loss_cls: 3.0215, loss: 3.0215, grad_norm: 2.3190 2020-07-26 14:23:54,855 - mmaction - INFO - Epoch [76][2180/3757] lr: 8.028e-02, eta: 6 days, 14:51:11, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5813, loss_cls: 3.0481, loss: 3.0481, grad_norm: 2.3290 2020-07-26 14:24:10,689 - mmaction - INFO - Epoch [76][2200/3757] lr: 8.028e-02, eta: 6 days, 14:50:50, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.0315, loss: 3.0315, grad_norm: 2.3852 2020-07-26 14:24:26,532 - mmaction - INFO - Epoch [76][2220/3757] lr: 8.028e-02, eta: 6 days, 14:50:29, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5906, loss_cls: 2.9966, loss: 2.9966, grad_norm: 2.4054 2020-07-26 14:24:42,341 - mmaction - INFO - Epoch [76][2240/3757] lr: 8.028e-02, eta: 6 days, 14:50:08, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6133, loss_cls: 2.9234, loss: 2.9234, grad_norm: 2.3670 2020-07-26 14:24:58,209 - mmaction - INFO - Epoch [76][2260/3757] lr: 8.028e-02, eta: 6 days, 14:49:47, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5953, loss_cls: 2.9442, loss: 2.9442, grad_norm: 2.3781 2020-07-26 14:25:13,909 - mmaction - INFO - Epoch [76][2280/3757] lr: 8.028e-02, eta: 6 days, 14:49:26, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5938, loss_cls: 3.0028, loss: 3.0028, grad_norm: 2.3653 2020-07-26 14:25:29,614 - mmaction - INFO - Epoch [76][2300/3757] lr: 8.028e-02, eta: 6 days, 14:49:05, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5828, loss_cls: 3.0335, loss: 3.0335, grad_norm: 2.3346 2020-07-26 14:25:45,474 - mmaction - INFO - Epoch [76][2320/3757] lr: 8.028e-02, eta: 6 days, 14:48:44, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5930, loss_cls: 3.0455, loss: 3.0455, grad_norm: 2.3284 2020-07-26 14:26:01,289 - mmaction - INFO - Epoch [76][2340/3757] lr: 8.028e-02, eta: 6 days, 14:48:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5773, loss_cls: 3.1241, loss: 3.1241, grad_norm: 2.3406 2020-07-26 14:26:17,157 - mmaction - INFO - Epoch [76][2360/3757] lr: 8.028e-02, eta: 6 days, 14:48:03, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5781, loss_cls: 3.0026, loss: 3.0026, grad_norm: 2.3847 2020-07-26 14:26:32,955 - mmaction - INFO - Epoch [76][2380/3757] lr: 8.028e-02, eta: 6 days, 14:47:41, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6156, loss_cls: 2.9086, loss: 2.9086, grad_norm: 2.3796 2020-07-26 14:26:48,843 - mmaction - INFO - Epoch [76][2400/3757] lr: 8.028e-02, eta: 6 days, 14:47:21, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5883, loss_cls: 3.0020, loss: 3.0020, grad_norm: 2.3602 2020-07-26 14:27:04,657 - mmaction - INFO - Epoch [76][2420/3757] lr: 8.028e-02, eta: 6 days, 14:47:00, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5883, loss_cls: 3.0322, loss: 3.0322, grad_norm: 2.3125 2020-07-26 14:27:20,446 - mmaction - INFO - Epoch [76][2440/3757] lr: 8.028e-02, eta: 6 days, 14:46:39, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 3.0784, loss: 3.0784, grad_norm: 2.3074 2020-07-26 14:27:36,261 - mmaction - INFO - Epoch [76][2460/3757] lr: 8.028e-02, eta: 6 days, 14:46:18, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5680, loss_cls: 3.0686, loss: 3.0686, grad_norm: 2.4204 2020-07-26 14:27:52,102 - mmaction - INFO - Epoch [76][2480/3757] lr: 8.028e-02, eta: 6 days, 14:45:57, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5797, loss_cls: 3.1022, loss: 3.1022, grad_norm: 2.3846 2020-07-26 14:28:08,027 - mmaction - INFO - Epoch [76][2500/3757] lr: 8.028e-02, eta: 6 days, 14:45:37, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.6047, loss_cls: 3.0094, loss: 3.0094, grad_norm: 2.3253 2020-07-26 14:28:23,864 - mmaction - INFO - Epoch [76][2520/3757] lr: 8.028e-02, eta: 6 days, 14:45:16, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5750, loss_cls: 3.1185, loss: 3.1185, grad_norm: 2.3584 2020-07-26 14:28:39,640 - mmaction - INFO - Epoch [76][2540/3757] lr: 8.028e-02, eta: 6 days, 14:44:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5859, loss_cls: 3.1059, loss: 3.1059, grad_norm: 2.3612 2020-07-26 14:28:55,456 - mmaction - INFO - Epoch [76][2560/3757] lr: 8.028e-02, eta: 6 days, 14:44:34, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6016, loss_cls: 3.0015, loss: 3.0015, grad_norm: 2.4206 2020-07-26 14:29:11,241 - mmaction - INFO - Epoch [76][2580/3757] lr: 8.028e-02, eta: 6 days, 14:44:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5828, loss_cls: 3.1207, loss: 3.1207, grad_norm: 2.4811 2020-07-26 14:29:27,104 - mmaction - INFO - Epoch [76][2600/3757] lr: 8.028e-02, eta: 6 days, 14:43:53, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.6023, loss_cls: 2.9991, loss: 2.9991, grad_norm: 2.2968 2020-07-26 14:29:42,918 - mmaction - INFO - Epoch [76][2620/3757] lr: 8.028e-02, eta: 6 days, 14:43:32, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.1231, loss: 3.1231, grad_norm: 2.3972 2020-07-26 14:29:58,756 - mmaction - INFO - Epoch [76][2640/3757] lr: 8.028e-02, eta: 6 days, 14:43:11, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6109, loss_cls: 2.9167, loss: 2.9167, grad_norm: 2.3641 2020-07-26 14:30:14,665 - mmaction - INFO - Epoch [76][2660/3757] lr: 8.028e-02, eta: 6 days, 14:42:51, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.0503, loss: 3.0503, grad_norm: 2.4141 2020-07-26 14:30:30,529 - mmaction - INFO - Epoch [76][2680/3757] lr: 8.028e-02, eta: 6 days, 14:42:30, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5828, loss_cls: 3.0403, loss: 3.0403, grad_norm: 2.3995 2020-07-26 14:30:46,958 - mmaction - INFO - Epoch [76][2700/3757] lr: 8.028e-02, eta: 6 days, 14:42:11, time: 0.821, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5820, loss_cls: 3.0419, loss: 3.0419, grad_norm: 2.3918 2020-07-26 14:31:03,524 - mmaction - INFO - Epoch [76][2720/3757] lr: 8.028e-02, eta: 6 days, 14:41:53, time: 0.829, data_time: 0.005, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5680, loss_cls: 3.1156, loss: 3.1156, grad_norm: 2.3380 2020-07-26 14:31:20,346 - mmaction - INFO - Epoch [76][2740/3757] lr: 8.028e-02, eta: 6 days, 14:41:36, time: 0.840, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5938, loss_cls: 3.0076, loss: 3.0076, grad_norm: 2.3442 2020-07-26 14:31:36,574 - mmaction - INFO - Epoch [76][2760/3757] lr: 8.028e-02, eta: 6 days, 14:41:17, time: 0.813, data_time: 0.026, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 2.9952, loss: 2.9952, grad_norm: 2.3920 2020-07-26 14:31:52,476 - mmaction - INFO - Epoch [76][2780/3757] lr: 8.028e-02, eta: 6 days, 14:40:56, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5844, loss_cls: 3.0986, loss: 3.0986, grad_norm: 2.4494 2020-07-26 14:32:08,314 - mmaction - INFO - Epoch [76][2800/3757] lr: 8.028e-02, eta: 6 days, 14:40:36, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5969, loss_cls: 2.9890, loss: 2.9890, grad_norm: 2.3574 2020-07-26 14:32:24,194 - mmaction - INFO - Epoch [76][2820/3757] lr: 8.028e-02, eta: 6 days, 14:40:15, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6102, loss_cls: 2.9224, loss: 2.9224, grad_norm: 2.4565 2020-07-26 14:32:40,093 - mmaction - INFO - Epoch [76][2840/3757] lr: 8.028e-02, eta: 6 days, 14:39:55, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5875, loss_cls: 3.0490, loss: 3.0490, grad_norm: 2.3408 2020-07-26 14:32:59,756 - mmaction - INFO - Epoch [76][2860/3757] lr: 8.028e-02, eta: 6 days, 14:39:48, time: 0.983, data_time: 0.196, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6219, loss_cls: 2.9373, loss: 2.9373, grad_norm: 2.4425 2020-07-26 14:33:16,762 - mmaction - INFO - Epoch [76][2880/3757] lr: 8.028e-02, eta: 6 days, 14:39:32, time: 0.850, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6133, loss_cls: 2.8875, loss: 2.8875, grad_norm: 2.4595 2020-07-26 14:33:33,846 - mmaction - INFO - Epoch [76][2900/3757] lr: 8.028e-02, eta: 6 days, 14:39:16, time: 0.854, data_time: 0.009, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5641, loss_cls: 3.1282, loss: 3.1282, grad_norm: 2.3995 2020-07-26 14:33:50,069 - mmaction - INFO - Epoch [76][2920/3757] lr: 8.028e-02, eta: 6 days, 14:38:56, time: 0.811, data_time: 0.019, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5789, loss_cls: 3.1005, loss: 3.1005, grad_norm: 2.3664 2020-07-26 14:34:06,447 - mmaction - INFO - Epoch [76][2940/3757] lr: 8.028e-02, eta: 6 days, 14:38:38, time: 0.819, data_time: 0.023, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5992, loss_cls: 2.9726, loss: 2.9726, grad_norm: 2.3417 2020-07-26 14:34:22,785 - mmaction - INFO - Epoch [76][2960/3757] lr: 8.028e-02, eta: 6 days, 14:38:19, time: 0.817, data_time: 0.019, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5945, loss_cls: 3.0236, loss: 3.0236, grad_norm: 2.3297 2020-07-26 14:34:38,579 - mmaction - INFO - Epoch [76][2980/3757] lr: 8.028e-02, eta: 6 days, 14:37:58, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5719, loss_cls: 3.1296, loss: 3.1296, grad_norm: 2.3933 2020-07-26 14:34:55,642 - mmaction - INFO - Epoch [76][3000/3757] lr: 8.028e-02, eta: 6 days, 14:37:42, time: 0.853, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5570, loss_cls: 3.1565, loss: 3.1565, grad_norm: 2.3551 2020-07-26 14:35:16,239 - mmaction - INFO - Epoch [76][3020/3757] lr: 8.028e-02, eta: 6 days, 14:37:39, time: 1.031, data_time: 0.004, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6055, loss_cls: 2.9526, loss: 2.9526, grad_norm: 2.3346 2020-07-26 14:35:35,593 - mmaction - INFO - Epoch [76][3040/3757] lr: 8.028e-02, eta: 6 days, 14:37:31, time: 0.966, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5789, loss_cls: 3.0840, loss: 3.0840, grad_norm: 2.3951 2020-07-26 14:35:52,087 - mmaction - INFO - Epoch [76][3060/3757] lr: 8.028e-02, eta: 6 days, 14:37:13, time: 0.825, data_time: 0.010, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6094, loss_cls: 2.9766, loss: 2.9766, grad_norm: 2.3142 2020-07-26 14:36:08,490 - mmaction - INFO - Epoch [76][3080/3757] lr: 8.028e-02, eta: 6 days, 14:36:55, time: 0.821, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5797, loss_cls: 3.0703, loss: 3.0703, grad_norm: 2.3804 2020-07-26 14:36:24,406 - mmaction - INFO - Epoch [76][3100/3757] lr: 8.028e-02, eta: 6 days, 14:36:34, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6070, loss_cls: 2.9823, loss: 2.9823, grad_norm: 2.4366 2020-07-26 14:36:42,989 - mmaction - INFO - Epoch [76][3120/3757] lr: 8.028e-02, eta: 6 days, 14:36:24, time: 0.929, data_time: 0.010, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5703, loss_cls: 3.1057, loss: 3.1057, grad_norm: 2.4424 2020-07-26 14:36:58,875 - mmaction - INFO - Epoch [76][3140/3757] lr: 8.028e-02, eta: 6 days, 14:36:03, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0813, loss: 3.0813, grad_norm: 2.3071 2020-07-26 14:37:15,294 - mmaction - INFO - Epoch [76][3160/3757] lr: 8.028e-02, eta: 6 days, 14:35:45, time: 0.822, data_time: 0.002, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5969, loss_cls: 2.9662, loss: 2.9662, grad_norm: 2.2979 2020-07-26 14:37:31,809 - mmaction - INFO - Epoch [76][3180/3757] lr: 8.028e-02, eta: 6 days, 14:35:26, time: 0.825, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5969, loss_cls: 2.9379, loss: 2.9379, grad_norm: 2.3342 2020-07-26 14:37:47,840 - mmaction - INFO - Epoch [76][3200/3757] lr: 8.028e-02, eta: 6 days, 14:35:06, time: 0.801, data_time: 0.001, memory: 6196, top1_acc: 0.3234, top5_acc: 0.6008, loss_cls: 3.0121, loss: 3.0121, grad_norm: 2.3996 2020-07-26 14:38:03,753 - mmaction - INFO - Epoch [76][3220/3757] lr: 8.028e-02, eta: 6 days, 14:34:46, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5734, loss_cls: 3.0365, loss: 3.0365, grad_norm: 2.3508 2020-07-26 14:38:19,531 - mmaction - INFO - Epoch [76][3240/3757] lr: 8.028e-02, eta: 6 days, 14:34:25, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5664, loss_cls: 3.1577, loss: 3.1577, grad_norm: 2.3771 2020-07-26 14:38:35,408 - mmaction - INFO - Epoch [76][3260/3757] lr: 8.028e-02, eta: 6 days, 14:34:04, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6109, loss_cls: 2.9307, loss: 2.9307, grad_norm: 2.3481 2020-07-26 14:38:51,253 - mmaction - INFO - Epoch [76][3280/3757] lr: 8.028e-02, eta: 6 days, 14:33:43, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5891, loss_cls: 3.0460, loss: 3.0460, grad_norm: 2.3772 2020-07-26 14:39:07,029 - mmaction - INFO - Epoch [76][3300/3757] lr: 8.028e-02, eta: 6 days, 14:33:22, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5914, loss_cls: 3.0529, loss: 3.0529, grad_norm: 2.4201 2020-07-26 14:39:22,868 - mmaction - INFO - Epoch [76][3320/3757] lr: 8.028e-02, eta: 6 days, 14:33:02, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5914, loss_cls: 3.0388, loss: 3.0388, grad_norm: 2.4103 2020-07-26 14:39:38,699 - mmaction - INFO - Epoch [76][3340/3757] lr: 8.028e-02, eta: 6 days, 14:32:41, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5820, loss_cls: 3.0806, loss: 3.0806, grad_norm: 2.3305 2020-07-26 14:39:55,151 - mmaction - INFO - Epoch [76][3360/3757] lr: 8.028e-02, eta: 6 days, 14:32:22, time: 0.821, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.6070, loss_cls: 2.9849, loss: 2.9849, grad_norm: 2.3053 2020-07-26 14:40:11,002 - mmaction - INFO - Epoch [76][3380/3757] lr: 8.028e-02, eta: 6 days, 14:32:02, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6031, loss_cls: 2.9394, loss: 2.9394, grad_norm: 2.3417 2020-07-26 14:40:26,909 - mmaction - INFO - Epoch [76][3400/3757] lr: 8.028e-02, eta: 6 days, 14:31:41, time: 0.795, data_time: 0.002, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6117, loss_cls: 2.9632, loss: 2.9632, grad_norm: 2.4286 2020-07-26 14:40:42,741 - mmaction - INFO - Epoch [76][3420/3757] lr: 8.028e-02, eta: 6 days, 14:31:21, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 2.9339, loss: 2.9339, grad_norm: 2.3466 2020-07-26 14:40:58,498 - mmaction - INFO - Epoch [76][3440/3757] lr: 8.028e-02, eta: 6 days, 14:31:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6055, loss_cls: 2.9788, loss: 2.9788, grad_norm: 2.4550 2020-07-26 14:41:14,215 - mmaction - INFO - Epoch [76][3460/3757] lr: 8.028e-02, eta: 6 days, 14:30:38, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6039, loss_cls: 3.0140, loss: 3.0140, grad_norm: 2.3957 2020-07-26 14:41:30,876 - mmaction - INFO - Epoch [76][3480/3757] lr: 8.028e-02, eta: 6 days, 14:30:21, time: 0.833, data_time: 0.011, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5641, loss_cls: 3.0926, loss: 3.0926, grad_norm: 2.4248 2020-07-26 14:41:46,651 - mmaction - INFO - Epoch [76][3500/3757] lr: 8.028e-02, eta: 6 days, 14:30:00, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5750, loss_cls: 3.0705, loss: 3.0705, grad_norm: 2.3758 2020-07-26 14:42:02,803 - mmaction - INFO - Epoch [76][3520/3757] lr: 8.028e-02, eta: 6 days, 14:29:40, time: 0.807, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5914, loss_cls: 3.0195, loss: 3.0195, grad_norm: 2.3693 2020-07-26 14:42:18,617 - mmaction - INFO - Epoch [76][3540/3757] lr: 8.028e-02, eta: 6 days, 14:29:19, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6016, loss_cls: 3.0098, loss: 3.0098, grad_norm: 2.3003 2020-07-26 14:42:34,302 - mmaction - INFO - Epoch [76][3560/3757] lr: 8.028e-02, eta: 6 days, 14:28:58, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6031, loss_cls: 2.9372, loss: 2.9372, grad_norm: 2.3201 2020-07-26 14:42:50,201 - mmaction - INFO - Epoch [76][3580/3757] lr: 8.028e-02, eta: 6 days, 14:28:37, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5898, loss_cls: 3.0152, loss: 3.0152, grad_norm: 2.4208 2020-07-26 14:43:11,199 - mmaction - INFO - Epoch [76][3600/3757] lr: 8.028e-02, eta: 6 days, 14:28:36, time: 1.051, data_time: 0.005, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5930, loss_cls: 3.0207, loss: 3.0207, grad_norm: 2.3943 2020-07-26 14:43:27,492 - mmaction - INFO - Epoch [76][3620/3757] lr: 8.028e-02, eta: 6 days, 14:28:17, time: 0.815, data_time: 0.001, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5859, loss_cls: 3.0138, loss: 3.0138, grad_norm: 2.3070 2020-07-26 14:43:49,513 - mmaction - INFO - Epoch [76][3640/3757] lr: 8.028e-02, eta: 6 days, 14:28:20, time: 1.101, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5922, loss_cls: 3.0631, loss: 3.0631, grad_norm: 2.3853 2020-07-26 14:44:10,661 - mmaction - INFO - Epoch [76][3660/3757] lr: 8.028e-02, eta: 6 days, 14:28:19, time: 1.056, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6008, loss_cls: 2.9645, loss: 2.9645, grad_norm: 2.2988 2020-07-26 14:44:26,500 - mmaction - INFO - Epoch [76][3680/3757] lr: 8.028e-02, eta: 6 days, 14:27:58, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5641, loss_cls: 3.1193, loss: 3.1193, grad_norm: 2.3496 2020-07-26 14:44:42,309 - mmaction - INFO - Epoch [76][3700/3757] lr: 8.028e-02, eta: 6 days, 14:27:37, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6102, loss_cls: 2.9641, loss: 2.9641, grad_norm: 2.3486 2020-07-26 14:44:58,627 - mmaction - INFO - Epoch [76][3720/3757] lr: 8.028e-02, eta: 6 days, 14:27:18, time: 0.817, data_time: 0.002, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6195, loss_cls: 2.9471, loss: 2.9471, grad_norm: 2.4230 2020-07-26 14:45:14,492 - mmaction - INFO - Epoch [76][3740/3757] lr: 8.028e-02, eta: 6 days, 14:26:58, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6062, loss_cls: 2.9710, loss: 2.9710, grad_norm: 2.3712 2020-07-26 14:45:36,139 - mmaction - INFO - Saving checkpoint at 76 epochs 2020-07-26 14:48:45,117 - mmaction - INFO - Epoch [77][20/3757] lr: 7.978e-02, eta: 6 days, 14:36:07, time: 9.302, data_time: 8.411, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6148, loss_cls: 2.9322, loss: 2.9322, grad_norm: 2.3968 2020-07-26 14:49:00,838 - mmaction - INFO - Epoch [77][40/3757] lr: 7.978e-02, eta: 6 days, 14:35:46, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6102, loss_cls: 3.0126, loss: 3.0126, grad_norm: 2.4180 2020-07-26 14:49:16,732 - mmaction - INFO - Epoch [77][60/3757] lr: 7.978e-02, eta: 6 days, 14:35:25, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6047, loss_cls: 2.9462, loss: 2.9462, grad_norm: 2.3740 2020-07-26 14:49:32,564 - mmaction - INFO - Epoch [77][80/3757] lr: 7.978e-02, eta: 6 days, 14:35:04, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5977, loss_cls: 2.9948, loss: 2.9948, grad_norm: 2.3569 2020-07-26 14:49:48,420 - mmaction - INFO - Epoch [77][100/3757] lr: 7.978e-02, eta: 6 days, 14:34:43, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5953, loss_cls: 2.9382, loss: 2.9382, grad_norm: 2.3391 2020-07-26 14:50:04,325 - mmaction - INFO - Epoch [77][120/3757] lr: 7.978e-02, eta: 6 days, 14:34:23, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6062, loss_cls: 2.9961, loss: 2.9961, grad_norm: 2.4472 2020-07-26 14:50:20,151 - mmaction - INFO - Epoch [77][140/3757] lr: 7.978e-02, eta: 6 days, 14:34:02, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5758, loss_cls: 3.0491, loss: 3.0491, grad_norm: 2.4401 2020-07-26 14:50:35,970 - mmaction - INFO - Epoch [77][160/3757] lr: 7.978e-02, eta: 6 days, 14:33:41, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6195, loss_cls: 2.8917, loss: 2.8917, grad_norm: 2.4384 2020-07-26 14:50:51,845 - mmaction - INFO - Epoch [77][180/3757] lr: 7.978e-02, eta: 6 days, 14:33:20, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5914, loss_cls: 2.9598, loss: 2.9598, grad_norm: 2.3567 2020-07-26 14:51:07,700 - mmaction - INFO - Epoch [77][200/3757] lr: 7.978e-02, eta: 6 days, 14:33:00, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5914, loss_cls: 3.0388, loss: 3.0388, grad_norm: 2.4103 2020-07-26 14:51:23,443 - mmaction - INFO - Epoch [77][220/3757] lr: 7.978e-02, eta: 6 days, 14:32:39, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5977, loss_cls: 2.9649, loss: 2.9649, grad_norm: 2.3787 2020-07-26 14:51:39,292 - mmaction - INFO - Epoch [77][240/3757] lr: 7.978e-02, eta: 6 days, 14:32:18, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5898, loss_cls: 3.0668, loss: 3.0668, grad_norm: 2.4561 2020-07-26 14:51:55,115 - mmaction - INFO - Epoch [77][260/3757] lr: 7.978e-02, eta: 6 days, 14:31:57, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5727, loss_cls: 3.0857, loss: 3.0857, grad_norm: 2.4744 2020-07-26 14:52:11,047 - mmaction - INFO - Epoch [77][280/3757] lr: 7.978e-02, eta: 6 days, 14:31:37, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5766, loss_cls: 3.0141, loss: 3.0141, grad_norm: 2.4154 2020-07-26 14:52:26,964 - mmaction - INFO - Epoch [77][300/3757] lr: 7.978e-02, eta: 6 days, 14:31:16, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5844, loss_cls: 2.9740, loss: 2.9740, grad_norm: 2.3898 2020-07-26 14:52:42,777 - mmaction - INFO - Epoch [77][320/3757] lr: 7.978e-02, eta: 6 days, 14:30:55, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5797, loss_cls: 3.1003, loss: 3.1003, grad_norm: 2.5051 2020-07-26 14:52:58,566 - mmaction - INFO - Epoch [77][340/3757] lr: 7.978e-02, eta: 6 days, 14:30:34, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5781, loss_cls: 3.1041, loss: 3.1041, grad_norm: 2.3331 2020-07-26 14:53:14,458 - mmaction - INFO - Epoch [77][360/3757] lr: 7.978e-02, eta: 6 days, 14:30:13, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5969, loss_cls: 3.0028, loss: 3.0028, grad_norm: 2.4199 2020-07-26 14:53:30,195 - mmaction - INFO - Epoch [77][380/3757] lr: 7.978e-02, eta: 6 days, 14:29:52, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6125, loss_cls: 2.9057, loss: 2.9057, grad_norm: 2.3186 2020-07-26 14:53:45,976 - mmaction - INFO - Epoch [77][400/3757] lr: 7.978e-02, eta: 6 days, 14:29:31, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6031, loss_cls: 2.9921, loss: 2.9921, grad_norm: 2.4222 2020-07-26 14:54:02,172 - mmaction - INFO - Epoch [77][420/3757] lr: 7.978e-02, eta: 6 days, 14:29:12, time: 0.809, data_time: 0.018, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5578, loss_cls: 3.1560, loss: 3.1560, grad_norm: 2.3827 2020-07-26 14:54:18,047 - mmaction - INFO - Epoch [77][440/3757] lr: 7.978e-02, eta: 6 days, 14:28:51, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 2.9836, loss: 2.9836, grad_norm: 2.3462 2020-07-26 14:54:33,816 - mmaction - INFO - Epoch [77][460/3757] lr: 7.978e-02, eta: 6 days, 14:28:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6094, loss_cls: 2.9288, loss: 2.9288, grad_norm: 2.3920 2020-07-26 14:54:49,598 - mmaction - INFO - Epoch [77][480/3757] lr: 7.978e-02, eta: 6 days, 14:28:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5836, loss_cls: 3.1010, loss: 3.1010, grad_norm: 2.4303 2020-07-26 14:55:05,394 - mmaction - INFO - Epoch [77][500/3757] lr: 7.978e-02, eta: 6 days, 14:27:48, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5758, loss_cls: 3.0750, loss: 3.0750, grad_norm: 2.3363 2020-07-26 14:55:21,179 - mmaction - INFO - Epoch [77][520/3757] lr: 7.978e-02, eta: 6 days, 14:27:27, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5836, loss_cls: 3.1006, loss: 3.1006, grad_norm: 2.4087 2020-07-26 14:55:37,017 - mmaction - INFO - Epoch [77][540/3757] lr: 7.978e-02, eta: 6 days, 14:27:06, time: 0.792, data_time: 0.009, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6281, loss_cls: 2.9197, loss: 2.9197, grad_norm: 2.3332 2020-07-26 14:55:52,849 - mmaction - INFO - Epoch [77][560/3757] lr: 7.978e-02, eta: 6 days, 14:26:46, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5922, loss_cls: 3.0821, loss: 3.0821, grad_norm: 2.4016 2020-07-26 14:56:08,641 - mmaction - INFO - Epoch [77][580/3757] lr: 7.978e-02, eta: 6 days, 14:26:25, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5945, loss_cls: 3.0235, loss: 3.0235, grad_norm: 2.3207 2020-07-26 14:56:24,402 - mmaction - INFO - Epoch [77][600/3757] lr: 7.978e-02, eta: 6 days, 14:26:04, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6047, loss_cls: 2.9823, loss: 2.9823, grad_norm: 2.3510 2020-07-26 14:56:40,170 - mmaction - INFO - Epoch [77][620/3757] lr: 7.978e-02, eta: 6 days, 14:25:43, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5898, loss_cls: 3.0624, loss: 3.0624, grad_norm: 2.4878 2020-07-26 14:56:56,090 - mmaction - INFO - Epoch [77][640/3757] lr: 7.978e-02, eta: 6 days, 14:25:22, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6141, loss_cls: 2.9962, loss: 2.9962, grad_norm: 2.3506 2020-07-26 14:57:12,315 - mmaction - INFO - Epoch [77][660/3757] lr: 7.978e-02, eta: 6 days, 14:25:03, time: 0.811, data_time: 0.017, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6031, loss_cls: 3.0101, loss: 3.0101, grad_norm: 2.4007 2020-07-26 14:57:28,153 - mmaction - INFO - Epoch [77][680/3757] lr: 7.978e-02, eta: 6 days, 14:24:42, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5930, loss_cls: 3.0143, loss: 3.0143, grad_norm: 2.4150 2020-07-26 14:57:44,053 - mmaction - INFO - Epoch [77][700/3757] lr: 7.978e-02, eta: 6 days, 14:24:21, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.6086, loss_cls: 2.9863, loss: 2.9863, grad_norm: 2.4140 2020-07-26 14:57:59,907 - mmaction - INFO - Epoch [77][720/3757] lr: 7.978e-02, eta: 6 days, 14:24:01, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5836, loss_cls: 3.0511, loss: 3.0511, grad_norm: 2.4083 2020-07-26 14:58:15,985 - mmaction - INFO - Epoch [77][740/3757] lr: 7.978e-02, eta: 6 days, 14:23:41, time: 0.804, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5789, loss_cls: 3.0395, loss: 3.0395, grad_norm: 2.3347 2020-07-26 14:58:35,042 - mmaction - INFO - Epoch [77][760/3757] lr: 7.978e-02, eta: 6 days, 14:23:32, time: 0.952, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6102, loss_cls: 2.9559, loss: 2.9559, grad_norm: 2.3401 2020-07-26 14:58:50,870 - mmaction - INFO - Epoch [77][780/3757] lr: 7.978e-02, eta: 6 days, 14:23:11, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5781, loss_cls: 3.0983, loss: 3.0983, grad_norm: 2.3385 2020-07-26 14:59:06,691 - mmaction - INFO - Epoch [77][800/3757] lr: 7.978e-02, eta: 6 days, 14:22:50, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5938, loss_cls: 3.0138, loss: 3.0138, grad_norm: 2.3968 2020-07-26 14:59:22,846 - mmaction - INFO - Epoch [77][820/3757] lr: 7.978e-02, eta: 6 days, 14:22:31, time: 0.808, data_time: 0.016, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5938, loss_cls: 3.0718, loss: 3.0718, grad_norm: 2.4414 2020-07-26 14:59:38,623 - mmaction - INFO - Epoch [77][840/3757] lr: 7.978e-02, eta: 6 days, 14:22:10, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6000, loss_cls: 2.9826, loss: 2.9826, grad_norm: 2.4129 2020-07-26 14:59:54,487 - mmaction - INFO - Epoch [77][860/3757] lr: 7.978e-02, eta: 6 days, 14:21:49, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6094, loss_cls: 2.9590, loss: 2.9590, grad_norm: 2.3192 2020-07-26 15:00:16,073 - mmaction - INFO - Epoch [77][880/3757] lr: 7.978e-02, eta: 6 days, 14:21:50, time: 1.077, data_time: 0.005, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5859, loss_cls: 2.9657, loss: 2.9657, grad_norm: 2.4168 2020-07-26 15:00:32,021 - mmaction - INFO - Epoch [77][900/3757] lr: 7.978e-02, eta: 6 days, 14:21:29, time: 0.800, data_time: 0.007, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5891, loss_cls: 3.0568, loss: 3.0568, grad_norm: 2.4457 2020-07-26 15:00:47,891 - mmaction - INFO - Epoch [77][920/3757] lr: 7.978e-02, eta: 6 days, 14:21:09, time: 0.793, data_time: 0.009, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6031, loss_cls: 2.9688, loss: 2.9688, grad_norm: 2.4472 2020-07-26 15:01:03,715 - mmaction - INFO - Epoch [77][940/3757] lr: 7.978e-02, eta: 6 days, 14:20:48, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5531, loss_cls: 3.1722, loss: 3.1722, grad_norm: 2.4435 2020-07-26 15:01:19,452 - mmaction - INFO - Epoch [77][960/3757] lr: 7.978e-02, eta: 6 days, 14:20:27, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5836, loss_cls: 3.0737, loss: 3.0737, grad_norm: 2.3743 2020-07-26 15:01:35,176 - mmaction - INFO - Epoch [77][980/3757] lr: 7.978e-02, eta: 6 days, 14:20:06, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5836, loss_cls: 3.0608, loss: 3.0608, grad_norm: 2.4373 2020-07-26 15:01:50,960 - mmaction - INFO - Epoch [77][1000/3757] lr: 7.978e-02, eta: 6 days, 14:19:44, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5906, loss_cls: 3.0798, loss: 3.0798, grad_norm: 2.3705 2020-07-26 15:02:06,727 - mmaction - INFO - Epoch [77][1020/3757] lr: 7.978e-02, eta: 6 days, 14:19:24, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5992, loss_cls: 3.0161, loss: 3.0161, grad_norm: 2.4555 2020-07-26 15:02:22,534 - mmaction - INFO - Epoch [77][1040/3757] lr: 7.978e-02, eta: 6 days, 14:19:03, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5945, loss_cls: 3.0357, loss: 3.0357, grad_norm: 2.4118 2020-07-26 15:02:38,373 - mmaction - INFO - Epoch [77][1060/3757] lr: 7.978e-02, eta: 6 days, 14:18:42, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5992, loss_cls: 3.0306, loss: 3.0306, grad_norm: 2.3662 2020-07-26 15:02:54,176 - mmaction - INFO - Epoch [77][1080/3757] lr: 7.978e-02, eta: 6 days, 14:18:21, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6281, loss_cls: 2.9777, loss: 2.9777, grad_norm: 2.3717 2020-07-26 15:03:10,026 - mmaction - INFO - Epoch [77][1100/3757] lr: 7.978e-02, eta: 6 days, 14:18:00, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6008, loss_cls: 2.9535, loss: 2.9535, grad_norm: 2.3215 2020-07-26 15:03:25,801 - mmaction - INFO - Epoch [77][1120/3757] lr: 7.978e-02, eta: 6 days, 14:17:39, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5938, loss_cls: 3.0443, loss: 3.0443, grad_norm: 2.3891 2020-07-26 15:03:41,577 - mmaction - INFO - Epoch [77][1140/3757] lr: 7.978e-02, eta: 6 days, 14:17:18, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5836, loss_cls: 3.0724, loss: 3.0724, grad_norm: 2.3263 2020-07-26 15:03:57,305 - mmaction - INFO - Epoch [77][1160/3757] lr: 7.978e-02, eta: 6 days, 14:16:57, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5797, loss_cls: 3.0745, loss: 3.0745, grad_norm: 2.4315 2020-07-26 15:04:13,056 - mmaction - INFO - Epoch [77][1180/3757] lr: 7.978e-02, eta: 6 days, 14:16:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5969, loss_cls: 2.9465, loss: 2.9465, grad_norm: 2.3670 2020-07-26 15:04:28,826 - mmaction - INFO - Epoch [77][1200/3757] lr: 7.978e-02, eta: 6 days, 14:16:15, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5961, loss_cls: 2.9718, loss: 2.9718, grad_norm: 2.3072 2020-07-26 15:04:44,619 - mmaction - INFO - Epoch [77][1220/3757] lr: 7.978e-02, eta: 6 days, 14:15:54, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6148, loss_cls: 2.9954, loss: 2.9954, grad_norm: 2.3838 2020-07-26 15:05:08,056 - mmaction - INFO - Epoch [77][1240/3757] lr: 7.978e-02, eta: 6 days, 14:16:02, time: 1.173, data_time: 0.242, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5914, loss_cls: 3.0519, loss: 3.0519, grad_norm: 2.3851 2020-07-26 15:05:27,022 - mmaction - INFO - Epoch [77][1260/3757] lr: 7.978e-02, eta: 6 days, 14:15:52, time: 0.948, data_time: 0.001, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5961, loss_cls: 3.0139, loss: 3.0139, grad_norm: 2.3793 2020-07-26 15:05:44,452 - mmaction - INFO - Epoch [77][1280/3757] lr: 7.978e-02, eta: 6 days, 14:15:38, time: 0.872, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6172, loss_cls: 2.9689, loss: 2.9689, grad_norm: 2.4615 2020-07-26 15:06:05,250 - mmaction - INFO - Epoch [77][1300/3757] lr: 7.978e-02, eta: 6 days, 14:15:35, time: 1.040, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5859, loss_cls: 3.0461, loss: 3.0461, grad_norm: 2.4866 2020-07-26 15:06:21,559 - mmaction - INFO - Epoch [77][1320/3757] lr: 7.978e-02, eta: 6 days, 14:15:16, time: 0.815, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5922, loss_cls: 2.9971, loss: 2.9971, grad_norm: 2.3445 2020-07-26 15:06:37,457 - mmaction - INFO - Epoch [77][1340/3757] lr: 7.978e-02, eta: 6 days, 14:14:56, time: 0.794, data_time: 0.002, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5906, loss_cls: 3.0053, loss: 3.0053, grad_norm: 2.3547 2020-07-26 15:06:53,258 - mmaction - INFO - Epoch [77][1360/3757] lr: 7.978e-02, eta: 6 days, 14:14:35, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5781, loss_cls: 3.0280, loss: 3.0280, grad_norm: 2.4263 2020-07-26 15:07:09,019 - mmaction - INFO - Epoch [77][1380/3757] lr: 7.978e-02, eta: 6 days, 14:14:14, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5945, loss_cls: 2.9955, loss: 2.9955, grad_norm: 2.4304 2020-07-26 15:07:24,845 - mmaction - INFO - Epoch [77][1400/3757] lr: 7.978e-02, eta: 6 days, 14:13:53, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6227, loss_cls: 2.8876, loss: 2.8876, grad_norm: 2.4214 2020-07-26 15:07:40,603 - mmaction - INFO - Epoch [77][1420/3757] lr: 7.978e-02, eta: 6 days, 14:13:32, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5617, loss_cls: 3.1475, loss: 3.1475, grad_norm: 2.4378 2020-07-26 15:07:56,777 - mmaction - INFO - Epoch [77][1440/3757] lr: 7.978e-02, eta: 6 days, 14:13:12, time: 0.809, data_time: 0.022, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5961, loss_cls: 3.0056, loss: 3.0056, grad_norm: 2.4070 2020-07-26 15:08:12,509 - mmaction - INFO - Epoch [77][1460/3757] lr: 7.978e-02, eta: 6 days, 14:12:51, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.6047, loss_cls: 3.0703, loss: 3.0703, grad_norm: 2.4403 2020-07-26 15:08:28,310 - mmaction - INFO - Epoch [77][1480/3757] lr: 7.978e-02, eta: 6 days, 14:12:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5711, loss_cls: 3.0871, loss: 3.0871, grad_norm: 2.4035 2020-07-26 15:08:44,158 - mmaction - INFO - Epoch [77][1500/3757] lr: 7.978e-02, eta: 6 days, 14:12:10, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5883, loss_cls: 2.9604, loss: 2.9604, grad_norm: 2.3873 2020-07-26 15:08:59,958 - mmaction - INFO - Epoch [77][1520/3757] lr: 7.978e-02, eta: 6 days, 14:11:49, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6102, loss_cls: 3.0006, loss: 3.0006, grad_norm: 2.3935 2020-07-26 15:09:15,726 - mmaction - INFO - Epoch [77][1540/3757] lr: 7.978e-02, eta: 6 days, 14:11:28, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5750, loss_cls: 3.0579, loss: 3.0579, grad_norm: 2.3370 2020-07-26 15:09:31,572 - mmaction - INFO - Epoch [77][1560/3757] lr: 7.978e-02, eta: 6 days, 14:11:07, time: 0.792, data_time: 0.011, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5945, loss_cls: 3.0274, loss: 3.0274, grad_norm: 2.3975 2020-07-26 15:09:47,441 - mmaction - INFO - Epoch [77][1580/3757] lr: 7.978e-02, eta: 6 days, 14:10:46, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5805, loss_cls: 3.0927, loss: 3.0927, grad_norm: 2.4624 2020-07-26 15:10:03,205 - mmaction - INFO - Epoch [77][1600/3757] lr: 7.978e-02, eta: 6 days, 14:10:25, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6156, loss_cls: 2.9777, loss: 2.9777, grad_norm: 2.3783 2020-07-26 15:10:18,899 - mmaction - INFO - Epoch [77][1620/3757] lr: 7.978e-02, eta: 6 days, 14:10:04, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6234, loss_cls: 2.9115, loss: 2.9115, grad_norm: 2.3464 2020-07-26 15:10:34,689 - mmaction - INFO - Epoch [77][1640/3757] lr: 7.978e-02, eta: 6 days, 14:09:43, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6016, loss_cls: 2.9890, loss: 2.9890, grad_norm: 2.3740 2020-07-26 15:10:50,453 - mmaction - INFO - Epoch [77][1660/3757] lr: 7.978e-02, eta: 6 days, 14:09:22, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5844, loss_cls: 3.0606, loss: 3.0606, grad_norm: 2.3673 2020-07-26 15:11:06,214 - mmaction - INFO - Epoch [77][1680/3757] lr: 7.978e-02, eta: 6 days, 14:09:01, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6016, loss_cls: 3.0676, loss: 3.0676, grad_norm: 2.4464 2020-07-26 15:11:22,120 - mmaction - INFO - Epoch [77][1700/3757] lr: 7.978e-02, eta: 6 days, 14:08:41, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5984, loss_cls: 3.0099, loss: 3.0099, grad_norm: 2.3803 2020-07-26 15:11:38,093 - mmaction - INFO - Epoch [77][1720/3757] lr: 7.978e-02, eta: 6 days, 14:08:20, time: 0.800, data_time: 0.005, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6203, loss_cls: 2.8865, loss: 2.8865, grad_norm: 2.4352 2020-07-26 15:11:53,895 - mmaction - INFO - Epoch [77][1740/3757] lr: 7.978e-02, eta: 6 days, 14:08:00, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5680, loss_cls: 3.0478, loss: 3.0478, grad_norm: 2.3647 2020-07-26 15:12:09,688 - mmaction - INFO - Epoch [77][1760/3757] lr: 7.978e-02, eta: 6 days, 14:07:39, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5805, loss_cls: 3.0528, loss: 3.0528, grad_norm: 2.3829 2020-07-26 15:12:25,493 - mmaction - INFO - Epoch [77][1780/3757] lr: 7.978e-02, eta: 6 days, 14:07:18, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5961, loss_cls: 2.9657, loss: 2.9657, grad_norm: 2.4406 2020-07-26 15:12:41,280 - mmaction - INFO - Epoch [77][1800/3757] lr: 7.978e-02, eta: 6 days, 14:06:57, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5781, loss_cls: 3.0628, loss: 3.0628, grad_norm: 2.3676 2020-07-26 15:12:57,080 - mmaction - INFO - Epoch [77][1820/3757] lr: 7.978e-02, eta: 6 days, 14:06:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5883, loss_cls: 3.0566, loss: 3.0566, grad_norm: 2.3948 2020-07-26 15:13:12,812 - mmaction - INFO - Epoch [77][1840/3757] lr: 7.978e-02, eta: 6 days, 14:06:15, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5766, loss_cls: 3.1152, loss: 3.1152, grad_norm: 2.3539 2020-07-26 15:13:28,623 - mmaction - INFO - Epoch [77][1860/3757] lr: 7.978e-02, eta: 6 days, 14:05:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5914, loss_cls: 3.0414, loss: 3.0414, grad_norm: 2.3617 2020-07-26 15:13:44,446 - mmaction - INFO - Epoch [77][1880/3757] lr: 7.978e-02, eta: 6 days, 14:05:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5594, loss_cls: 3.1728, loss: 3.1728, grad_norm: 2.3635 2020-07-26 15:14:01,503 - mmaction - INFO - Epoch [77][1900/3757] lr: 7.978e-02, eta: 6 days, 14:05:17, time: 0.853, data_time: 0.068, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5859, loss_cls: 3.0468, loss: 3.0468, grad_norm: 2.3469 2020-07-26 15:14:17,250 - mmaction - INFO - Epoch [77][1920/3757] lr: 7.978e-02, eta: 6 days, 14:04:56, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 3.0537, loss: 3.0537, grad_norm: 2.3827 2020-07-26 15:14:33,041 - mmaction - INFO - Epoch [77][1940/3757] lr: 7.978e-02, eta: 6 days, 14:04:35, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5836, loss_cls: 3.0532, loss: 3.0532, grad_norm: 2.3766 2020-07-26 15:14:48,857 - mmaction - INFO - Epoch [77][1960/3757] lr: 7.978e-02, eta: 6 days, 14:04:14, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5844, loss_cls: 3.0164, loss: 3.0164, grad_norm: 2.3942 2020-07-26 15:15:04,730 - mmaction - INFO - Epoch [77][1980/3757] lr: 7.978e-02, eta: 6 days, 14:03:54, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5914, loss_cls: 3.0270, loss: 3.0270, grad_norm: 2.3349 2020-07-26 15:15:20,389 - mmaction - INFO - Epoch [77][2000/3757] lr: 7.978e-02, eta: 6 days, 14:03:32, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3602, top5_acc: 0.5977, loss_cls: 3.0046, loss: 3.0046, grad_norm: 2.3916 2020-07-26 15:15:36,129 - mmaction - INFO - Epoch [77][2020/3757] lr: 7.978e-02, eta: 6 days, 14:03:11, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6164, loss_cls: 2.9494, loss: 2.9494, grad_norm: 2.4104 2020-07-26 15:15:51,988 - mmaction - INFO - Epoch [77][2040/3757] lr: 7.978e-02, eta: 6 days, 14:02:51, time: 0.794, data_time: 0.006, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5750, loss_cls: 3.0685, loss: 3.0685, grad_norm: 2.3941 2020-07-26 15:16:07,790 - mmaction - INFO - Epoch [77][2060/3757] lr: 7.978e-02, eta: 6 days, 14:02:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.5914, loss_cls: 2.9670, loss: 2.9670, grad_norm: 2.3369 2020-07-26 15:16:23,510 - mmaction - INFO - Epoch [77][2080/3757] lr: 7.978e-02, eta: 6 days, 14:02:09, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0566, loss: 3.0566, grad_norm: 2.4378 2020-07-26 15:16:39,337 - mmaction - INFO - Epoch [77][2100/3757] lr: 7.978e-02, eta: 6 days, 14:01:48, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5906, loss_cls: 3.0355, loss: 3.0355, grad_norm: 2.3972 2020-07-26 15:16:55,189 - mmaction - INFO - Epoch [77][2120/3757] lr: 7.978e-02, eta: 6 days, 14:01:27, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6195, loss_cls: 2.9590, loss: 2.9590, grad_norm: 2.4291 2020-07-26 15:17:10,880 - mmaction - INFO - Epoch [77][2140/3757] lr: 7.978e-02, eta: 6 days, 14:01:06, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5969, loss_cls: 3.0160, loss: 3.0160, grad_norm: 2.4139 2020-07-26 15:17:26,637 - mmaction - INFO - Epoch [77][2160/3757] lr: 7.978e-02, eta: 6 days, 14:00:45, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5875, loss_cls: 3.0387, loss: 3.0387, grad_norm: 2.4388 2020-07-26 15:17:42,416 - mmaction - INFO - Epoch [77][2180/3757] lr: 7.978e-02, eta: 6 days, 14:00:24, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6219, loss_cls: 2.9615, loss: 2.9615, grad_norm: 2.3613 2020-07-26 15:17:58,206 - mmaction - INFO - Epoch [77][2200/3757] lr: 7.978e-02, eta: 6 days, 14:00:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6008, loss_cls: 3.0126, loss: 3.0126, grad_norm: 2.3747 2020-07-26 15:18:14,031 - mmaction - INFO - Epoch [77][2220/3757] lr: 7.978e-02, eta: 6 days, 13:59:42, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5828, loss_cls: 3.0343, loss: 3.0343, grad_norm: 2.4024 2020-07-26 15:18:29,856 - mmaction - INFO - Epoch [77][2240/3757] lr: 7.978e-02, eta: 6 days, 13:59:21, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5852, loss_cls: 3.0699, loss: 3.0699, grad_norm: 2.3592 2020-07-26 15:18:45,666 - mmaction - INFO - Epoch [77][2260/3757] lr: 7.978e-02, eta: 6 days, 13:59:01, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5828, loss_cls: 3.1412, loss: 3.1412, grad_norm: 2.3638 2020-07-26 15:19:01,442 - mmaction - INFO - Epoch [77][2280/3757] lr: 7.978e-02, eta: 6 days, 13:58:40, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5945, loss_cls: 3.0278, loss: 3.0278, grad_norm: 2.3629 2020-07-26 15:19:17,286 - mmaction - INFO - Epoch [77][2300/3757] lr: 7.978e-02, eta: 6 days, 13:58:19, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5961, loss_cls: 2.9731, loss: 2.9731, grad_norm: 2.4171 2020-07-26 15:19:33,123 - mmaction - INFO - Epoch [77][2320/3757] lr: 7.978e-02, eta: 6 days, 13:57:58, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6148, loss_cls: 2.9321, loss: 2.9321, grad_norm: 2.3991 2020-07-26 15:19:48,953 - mmaction - INFO - Epoch [77][2340/3757] lr: 7.978e-02, eta: 6 days, 13:57:37, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.6031, loss_cls: 2.9794, loss: 2.9794, grad_norm: 2.4776 2020-07-26 15:20:04,853 - mmaction - INFO - Epoch [77][2360/3757] lr: 7.978e-02, eta: 6 days, 13:57:17, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5969, loss_cls: 2.9951, loss: 2.9951, grad_norm: 2.4998 2020-07-26 15:20:20,715 - mmaction - INFO - Epoch [77][2380/3757] lr: 7.978e-02, eta: 6 days, 13:56:56, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5969, loss_cls: 2.9823, loss: 2.9823, grad_norm: 2.4744 2020-07-26 15:20:36,588 - mmaction - INFO - Epoch [77][2400/3757] lr: 7.978e-02, eta: 6 days, 13:56:36, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5883, loss_cls: 2.9951, loss: 2.9951, grad_norm: 2.4125 2020-07-26 15:20:52,547 - mmaction - INFO - Epoch [77][2420/3757] lr: 7.978e-02, eta: 6 days, 13:56:16, time: 0.798, data_time: 0.010, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5813, loss_cls: 3.1091, loss: 3.1091, grad_norm: 2.4184 2020-07-26 15:21:08,447 - mmaction - INFO - Epoch [77][2440/3757] lr: 7.978e-02, eta: 6 days, 13:55:55, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5820, loss_cls: 3.1255, loss: 3.1255, grad_norm: 2.4316 2020-07-26 15:21:24,254 - mmaction - INFO - Epoch [77][2460/3757] lr: 7.978e-02, eta: 6 days, 13:55:34, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6062, loss_cls: 2.9926, loss: 2.9926, grad_norm: 2.3858 2020-07-26 15:21:40,148 - mmaction - INFO - Epoch [77][2480/3757] lr: 7.978e-02, eta: 6 days, 13:55:14, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5938, loss_cls: 3.0329, loss: 3.0329, grad_norm: 2.3858 2020-07-26 15:21:55,950 - mmaction - INFO - Epoch [77][2500/3757] lr: 7.978e-02, eta: 6 days, 13:54:53, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3273, top5_acc: 0.6000, loss_cls: 3.0185, loss: 3.0185, grad_norm: 2.3862 2020-07-26 15:22:11,760 - mmaction - INFO - Epoch [77][2520/3757] lr: 7.978e-02, eta: 6 days, 13:54:32, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6055, loss_cls: 2.9966, loss: 2.9966, grad_norm: 2.3286 2020-07-26 15:22:27,564 - mmaction - INFO - Epoch [77][2540/3757] lr: 7.978e-02, eta: 6 days, 13:54:11, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.5984, loss_cls: 2.9920, loss: 2.9920, grad_norm: 2.3366 2020-07-26 15:22:43,354 - mmaction - INFO - Epoch [77][2560/3757] lr: 7.978e-02, eta: 6 days, 13:53:51, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5883, loss_cls: 3.0161, loss: 3.0161, grad_norm: 2.3985 2020-07-26 15:22:59,193 - mmaction - INFO - Epoch [77][2580/3757] lr: 7.978e-02, eta: 6 days, 13:53:30, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5914, loss_cls: 3.0403, loss: 3.0403, grad_norm: 2.4833 2020-07-26 15:23:14,942 - mmaction - INFO - Epoch [77][2600/3757] lr: 7.978e-02, eta: 6 days, 13:53:09, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6023, loss_cls: 2.9498, loss: 2.9498, grad_norm: 2.3202 2020-07-26 15:23:30,759 - mmaction - INFO - Epoch [77][2620/3757] lr: 7.978e-02, eta: 6 days, 13:52:48, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5930, loss_cls: 3.0119, loss: 3.0119, grad_norm: 2.4134 2020-07-26 15:23:46,521 - mmaction - INFO - Epoch [77][2640/3757] lr: 7.978e-02, eta: 6 days, 13:52:27, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5859, loss_cls: 3.0220, loss: 3.0220, grad_norm: 2.3578 2020-07-26 15:24:02,354 - mmaction - INFO - Epoch [77][2660/3757] lr: 7.978e-02, eta: 6 days, 13:52:06, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6094, loss_cls: 2.9273, loss: 2.9273, grad_norm: 2.3486 2020-07-26 15:24:18,140 - mmaction - INFO - Epoch [77][2680/3757] lr: 7.978e-02, eta: 6 days, 13:51:45, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3039, top5_acc: 0.5758, loss_cls: 3.1134, loss: 3.1134, grad_norm: 2.4341 2020-07-26 15:24:33,986 - mmaction - INFO - Epoch [77][2700/3757] lr: 7.978e-02, eta: 6 days, 13:51:25, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6055, loss_cls: 2.9645, loss: 2.9645, grad_norm: 2.3648 2020-07-26 15:24:49,774 - mmaction - INFO - Epoch [77][2720/3757] lr: 7.978e-02, eta: 6 days, 13:51:04, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5852, loss_cls: 3.0280, loss: 3.0280, grad_norm: 2.3313 2020-07-26 15:25:05,572 - mmaction - INFO - Epoch [77][2740/3757] lr: 7.978e-02, eta: 6 days, 13:50:43, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6055, loss_cls: 2.9472, loss: 2.9472, grad_norm: 2.3482 2020-07-26 15:25:21,252 - mmaction - INFO - Epoch [77][2760/3757] lr: 7.978e-02, eta: 6 days, 13:50:22, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5609, loss_cls: 3.1432, loss: 3.1432, grad_norm: 2.4506 2020-07-26 15:25:37,016 - mmaction - INFO - Epoch [77][2780/3757] lr: 7.978e-02, eta: 6 days, 13:50:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5805, loss_cls: 3.0859, loss: 3.0859, grad_norm: 2.3018 2020-07-26 15:25:52,867 - mmaction - INFO - Epoch [77][2800/3757] lr: 7.978e-02, eta: 6 days, 13:49:40, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5961, loss_cls: 3.0157, loss: 3.0157, grad_norm: 2.3846 2020-07-26 15:26:08,864 - mmaction - INFO - Epoch [77][2820/3757] lr: 7.978e-02, eta: 6 days, 13:49:20, time: 0.799, data_time: 0.011, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6070, loss_cls: 3.0274, loss: 3.0274, grad_norm: 2.4417 2020-07-26 15:26:24,680 - mmaction - INFO - Epoch [77][2840/3757] lr: 7.978e-02, eta: 6 days, 13:48:59, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5828, loss_cls: 3.0191, loss: 3.0191, grad_norm: 2.3500 2020-07-26 15:26:40,486 - mmaction - INFO - Epoch [77][2860/3757] lr: 7.978e-02, eta: 6 days, 13:48:39, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5867, loss_cls: 3.0117, loss: 3.0117, grad_norm: 2.4650 2020-07-26 15:26:56,309 - mmaction - INFO - Epoch [77][2880/3757] lr: 7.978e-02, eta: 6 days, 13:48:18, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5961, loss_cls: 3.0367, loss: 3.0367, grad_norm: 2.3920 2020-07-26 15:27:12,103 - mmaction - INFO - Epoch [77][2900/3757] lr: 7.978e-02, eta: 6 days, 13:47:57, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5945, loss_cls: 2.9419, loss: 2.9419, grad_norm: 2.4040 2020-07-26 15:27:27,875 - mmaction - INFO - Epoch [77][2920/3757] lr: 7.978e-02, eta: 6 days, 13:47:36, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3242, top5_acc: 0.6016, loss_cls: 2.9963, loss: 2.9963, grad_norm: 2.4015 2020-07-26 15:27:44,063 - mmaction - INFO - Epoch [77][2940/3757] lr: 7.978e-02, eta: 6 days, 13:47:17, time: 0.810, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5883, loss_cls: 3.0066, loss: 3.0066, grad_norm: 2.3795 2020-07-26 15:28:00,553 - mmaction - INFO - Epoch [77][2960/3757] lr: 7.978e-02, eta: 6 days, 13:46:58, time: 0.824, data_time: 0.025, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5742, loss_cls: 3.0757, loss: 3.0757, grad_norm: 2.3537 2020-07-26 15:28:16,677 - mmaction - INFO - Epoch [77][2980/3757] lr: 7.978e-02, eta: 6 days, 13:46:39, time: 0.805, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5961, loss_cls: 2.9857, loss: 2.9857, grad_norm: 2.4354 2020-07-26 15:28:32,480 - mmaction - INFO - Epoch [77][3000/3757] lr: 7.978e-02, eta: 6 days, 13:46:18, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6062, loss_cls: 2.9820, loss: 2.9820, grad_norm: 2.3621 2020-07-26 15:28:48,419 - mmaction - INFO - Epoch [77][3020/3757] lr: 7.978e-02, eta: 6 days, 13:45:58, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6039, loss_cls: 2.9791, loss: 2.9791, grad_norm: 2.4047 2020-07-26 15:29:04,498 - mmaction - INFO - Epoch [77][3040/3757] lr: 7.978e-02, eta: 6 days, 13:45:38, time: 0.805, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5852, loss_cls: 3.1047, loss: 3.1047, grad_norm: 2.3551 2020-07-26 15:29:20,299 - mmaction - INFO - Epoch [77][3060/3757] lr: 7.978e-02, eta: 6 days, 13:45:17, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6086, loss_cls: 2.9219, loss: 2.9219, grad_norm: 2.3498 2020-07-26 15:29:36,107 - mmaction - INFO - Epoch [77][3080/3757] lr: 7.978e-02, eta: 6 days, 13:44:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6008, loss_cls: 2.9971, loss: 2.9971, grad_norm: 2.3312 2020-07-26 15:29:51,917 - mmaction - INFO - Epoch [77][3100/3757] lr: 7.978e-02, eta: 6 days, 13:44:36, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5883, loss_cls: 3.0670, loss: 3.0670, grad_norm: 2.3590 2020-07-26 15:30:07,714 - mmaction - INFO - Epoch [77][3120/3757] lr: 7.978e-02, eta: 6 days, 13:44:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6055, loss_cls: 2.9307, loss: 2.9307, grad_norm: 2.3084 2020-07-26 15:30:23,555 - mmaction - INFO - Epoch [77][3140/3757] lr: 7.978e-02, eta: 6 days, 13:43:54, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6109, loss_cls: 2.9860, loss: 2.9860, grad_norm: 2.4194 2020-07-26 15:30:39,387 - mmaction - INFO - Epoch [77][3160/3757] lr: 7.978e-02, eta: 6 days, 13:43:33, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5836, loss_cls: 3.1009, loss: 3.1009, grad_norm: 2.4679 2020-07-26 15:30:55,132 - mmaction - INFO - Epoch [77][3180/3757] lr: 7.978e-02, eta: 6 days, 13:43:12, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5969, loss_cls: 3.0120, loss: 3.0120, grad_norm: 2.4473 2020-07-26 15:31:10,907 - mmaction - INFO - Epoch [77][3200/3757] lr: 7.978e-02, eta: 6 days, 13:42:52, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5859, loss_cls: 3.0863, loss: 3.0863, grad_norm: 2.3604 2020-07-26 15:31:27,052 - mmaction - INFO - Epoch [77][3220/3757] lr: 7.978e-02, eta: 6 days, 13:42:32, time: 0.806, data_time: 0.014, memory: 6196, top1_acc: 0.3289, top5_acc: 0.6008, loss_cls: 3.0633, loss: 3.0633, grad_norm: 2.3928 2020-07-26 15:31:42,910 - mmaction - INFO - Epoch [77][3240/3757] lr: 7.978e-02, eta: 6 days, 13:42:11, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6102, loss_cls: 2.9952, loss: 2.9952, grad_norm: 2.3365 2020-07-26 15:31:58,731 - mmaction - INFO - Epoch [77][3260/3757] lr: 7.978e-02, eta: 6 days, 13:41:51, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6055, loss_cls: 2.9575, loss: 2.9575, grad_norm: 2.4444 2020-07-26 15:32:14,571 - mmaction - INFO - Epoch [77][3280/3757] lr: 7.978e-02, eta: 6 days, 13:41:30, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5750, loss_cls: 3.1112, loss: 3.1112, grad_norm: 2.4520 2020-07-26 15:32:30,409 - mmaction - INFO - Epoch [77][3300/3757] lr: 7.978e-02, eta: 6 days, 13:41:09, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5938, loss_cls: 3.0251, loss: 3.0251, grad_norm: 2.3047 2020-07-26 15:32:46,283 - mmaction - INFO - Epoch [77][3320/3757] lr: 7.978e-02, eta: 6 days, 13:40:49, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5750, loss_cls: 3.0608, loss: 3.0608, grad_norm: 2.3015 2020-07-26 15:33:02,152 - mmaction - INFO - Epoch [77][3340/3757] lr: 7.978e-02, eta: 6 days, 13:40:28, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5961, loss_cls: 3.0593, loss: 3.0593, grad_norm: 2.3964 2020-07-26 15:33:18,006 - mmaction - INFO - Epoch [77][3360/3757] lr: 7.978e-02, eta: 6 days, 13:40:08, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5867, loss_cls: 2.9879, loss: 2.9879, grad_norm: 2.3948 2020-07-26 15:33:33,883 - mmaction - INFO - Epoch [77][3380/3757] lr: 7.978e-02, eta: 6 days, 13:39:47, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6117, loss_cls: 2.8966, loss: 2.8966, grad_norm: 2.4053 2020-07-26 15:33:49,705 - mmaction - INFO - Epoch [77][3400/3757] lr: 7.978e-02, eta: 6 days, 13:39:26, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5859, loss_cls: 3.0608, loss: 3.0608, grad_norm: 2.4394 2020-07-26 15:34:05,477 - mmaction - INFO - Epoch [77][3420/3757] lr: 7.978e-02, eta: 6 days, 13:39:06, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 2.9570, loss: 2.9570, grad_norm: 2.4239 2020-07-26 15:34:21,219 - mmaction - INFO - Epoch [77][3440/3757] lr: 7.978e-02, eta: 6 days, 13:38:45, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5906, loss_cls: 3.0314, loss: 3.0314, grad_norm: 2.4236 2020-07-26 15:34:37,075 - mmaction - INFO - Epoch [77][3460/3757] lr: 7.978e-02, eta: 6 days, 13:38:24, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6023, loss_cls: 3.0276, loss: 3.0276, grad_norm: 2.4029 2020-07-26 15:34:52,871 - mmaction - INFO - Epoch [77][3480/3757] lr: 7.978e-02, eta: 6 days, 13:38:03, time: 0.792, data_time: 0.006, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5734, loss_cls: 3.1232, loss: 3.1232, grad_norm: 2.4136 2020-07-26 15:35:08,711 - mmaction - INFO - Epoch [77][3500/3757] lr: 7.978e-02, eta: 6 days, 13:37:43, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5977, loss_cls: 3.0451, loss: 3.0451, grad_norm: 2.3875 2020-07-26 15:35:24,539 - mmaction - INFO - Epoch [77][3520/3757] lr: 7.978e-02, eta: 6 days, 13:37:22, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5789, loss_cls: 3.0868, loss: 3.0868, grad_norm: 2.3593 2020-07-26 15:35:40,475 - mmaction - INFO - Epoch [77][3540/3757] lr: 7.978e-02, eta: 6 days, 13:37:02, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6008, loss_cls: 3.0150, loss: 3.0150, grad_norm: 2.3528 2020-07-26 15:35:58,356 - mmaction - INFO - Epoch [77][3560/3757] lr: 7.978e-02, eta: 6 days, 13:36:48, time: 0.895, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6117, loss_cls: 2.9075, loss: 2.9075, grad_norm: 2.3876 2020-07-26 15:36:14,337 - mmaction - INFO - Epoch [77][3580/3757] lr: 7.978e-02, eta: 6 days, 13:36:28, time: 0.799, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5922, loss_cls: 3.0297, loss: 3.0297, grad_norm: 2.3577 2020-07-26 15:36:30,319 - mmaction - INFO - Epoch [77][3600/3757] lr: 7.978e-02, eta: 6 days, 13:36:08, time: 0.799, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5914, loss_cls: 3.0369, loss: 3.0369, grad_norm: 2.4168 2020-07-26 15:36:46,360 - mmaction - INFO - Epoch [77][3620/3757] lr: 7.978e-02, eta: 6 days, 13:35:48, time: 0.800, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6086, loss_cls: 2.9597, loss: 2.9597, grad_norm: 2.3919 2020-07-26 15:37:02,753 - mmaction - INFO - Epoch [77][3640/3757] lr: 7.978e-02, eta: 6 days, 13:35:30, time: 0.821, data_time: 0.006, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5781, loss_cls: 3.0831, loss: 3.0831, grad_norm: 2.3419 2020-07-26 15:37:18,671 - mmaction - INFO - Epoch [77][3660/3757] lr: 7.978e-02, eta: 6 days, 13:35:09, time: 0.794, data_time: 0.001, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6219, loss_cls: 2.9293, loss: 2.9293, grad_norm: 2.3238 2020-07-26 15:37:35,654 - mmaction - INFO - Epoch [77][3680/3757] lr: 7.978e-02, eta: 6 days, 13:34:53, time: 0.849, data_time: 0.005, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5766, loss_cls: 3.1126, loss: 3.1126, grad_norm: 2.4043 2020-07-26 15:37:51,790 - mmaction - INFO - Epoch [77][3700/3757] lr: 7.978e-02, eta: 6 days, 13:34:33, time: 0.808, data_time: 0.005, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6180, loss_cls: 2.9666, loss: 2.9666, grad_norm: 2.4206 2020-07-26 15:38:07,552 - mmaction - INFO - Epoch [77][3720/3757] lr: 7.978e-02, eta: 6 days, 13:34:12, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5859, loss_cls: 3.0430, loss: 3.0430, grad_norm: 2.4355 2020-07-26 15:38:23,361 - mmaction - INFO - Epoch [77][3740/3757] lr: 7.978e-02, eta: 6 days, 13:33:52, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5797, loss_cls: 3.1560, loss: 3.1560, grad_norm: 2.3513 2020-07-26 15:41:45,881 - mmaction - INFO - Epoch [78][20/3757] lr: 7.929e-02, eta: 6 days, 13:42:32, time: 9.115, data_time: 8.221, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5922, loss_cls: 3.0114, loss: 3.0114, grad_norm: 2.4158 2020-07-26 15:42:01,758 - mmaction - INFO - Epoch [78][40/3757] lr: 7.929e-02, eta: 6 days, 13:42:12, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5922, loss_cls: 3.0172, loss: 3.0172, grad_norm: 2.3981 2020-07-26 15:42:17,756 - mmaction - INFO - Epoch [78][60/3757] lr: 7.929e-02, eta: 6 days, 13:41:52, time: 0.799, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5703, loss_cls: 3.1124, loss: 3.1124, grad_norm: 2.3958 2020-07-26 15:42:33,658 - mmaction - INFO - Epoch [78][80/3757] lr: 7.929e-02, eta: 6 days, 13:41:31, time: 0.796, data_time: 0.001, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5992, loss_cls: 2.9734, loss: 2.9734, grad_norm: 2.3940 2020-07-26 15:42:49,541 - mmaction - INFO - Epoch [78][100/3757] lr: 7.929e-02, eta: 6 days, 13:41:11, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5805, loss_cls: 3.0695, loss: 3.0695, grad_norm: 2.3883 2020-07-26 15:43:05,380 - mmaction - INFO - Epoch [78][120/3757] lr: 7.929e-02, eta: 6 days, 13:40:50, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5922, loss_cls: 3.0569, loss: 3.0569, grad_norm: 2.3765 2020-07-26 15:43:21,213 - mmaction - INFO - Epoch [78][140/3757] lr: 7.929e-02, eta: 6 days, 13:40:29, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5883, loss_cls: 3.0142, loss: 3.0142, grad_norm: 2.3390 2020-07-26 15:43:37,090 - mmaction - INFO - Epoch [78][160/3757] lr: 7.929e-02, eta: 6 days, 13:40:09, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6039, loss_cls: 2.9665, loss: 2.9665, grad_norm: 2.3193 2020-07-26 15:43:52,948 - mmaction - INFO - Epoch [78][180/3757] lr: 7.929e-02, eta: 6 days, 13:39:48, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6000, loss_cls: 2.9740, loss: 2.9740, grad_norm: 2.3415 2020-07-26 15:44:09,121 - mmaction - INFO - Epoch [78][200/3757] lr: 7.929e-02, eta: 6 days, 13:39:28, time: 0.809, data_time: 0.018, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6039, loss_cls: 2.9618, loss: 2.9618, grad_norm: 2.3493 2020-07-26 15:44:24,975 - mmaction - INFO - Epoch [78][220/3757] lr: 7.929e-02, eta: 6 days, 13:39:08, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6086, loss_cls: 2.9040, loss: 2.9040, grad_norm: 2.3867 2020-07-26 15:44:40,857 - mmaction - INFO - Epoch [78][240/3757] lr: 7.929e-02, eta: 6 days, 13:38:47, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6117, loss_cls: 2.9551, loss: 2.9551, grad_norm: 2.3948 2020-07-26 15:44:56,648 - mmaction - INFO - Epoch [78][260/3757] lr: 7.929e-02, eta: 6 days, 13:38:26, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6070, loss_cls: 2.9379, loss: 2.9379, grad_norm: 2.4112 2020-07-26 15:45:12,464 - mmaction - INFO - Epoch [78][280/3757] lr: 7.929e-02, eta: 6 days, 13:38:06, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5930, loss_cls: 2.9849, loss: 2.9849, grad_norm: 2.4609 2020-07-26 15:45:28,284 - mmaction - INFO - Epoch [78][300/3757] lr: 7.929e-02, eta: 6 days, 13:37:45, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.5953, loss_cls: 2.9977, loss: 2.9977, grad_norm: 2.3725 2020-07-26 15:45:44,181 - mmaction - INFO - Epoch [78][320/3757] lr: 7.929e-02, eta: 6 days, 13:37:24, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5914, loss_cls: 3.0132, loss: 3.0132, grad_norm: 2.3967 2020-07-26 15:45:59,983 - mmaction - INFO - Epoch [78][340/3757] lr: 7.929e-02, eta: 6 days, 13:37:04, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5898, loss_cls: 3.0819, loss: 3.0819, grad_norm: 2.4251 2020-07-26 15:46:15,896 - mmaction - INFO - Epoch [78][360/3757] lr: 7.929e-02, eta: 6 days, 13:36:43, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5953, loss_cls: 2.9400, loss: 2.9400, grad_norm: 2.3473 2020-07-26 15:46:31,688 - mmaction - INFO - Epoch [78][380/3757] lr: 7.929e-02, eta: 6 days, 13:36:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6117, loss_cls: 2.9028, loss: 2.9028, grad_norm: 2.4443 2020-07-26 15:46:47,556 - mmaction - INFO - Epoch [78][400/3757] lr: 7.929e-02, eta: 6 days, 13:36:02, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5969, loss_cls: 2.9927, loss: 2.9927, grad_norm: 2.3597 2020-07-26 15:47:03,308 - mmaction - INFO - Epoch [78][420/3757] lr: 7.929e-02, eta: 6 days, 13:35:41, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5984, loss_cls: 2.9586, loss: 2.9586, grad_norm: 2.4024 2020-07-26 15:47:19,074 - mmaction - INFO - Epoch [78][440/3757] lr: 7.929e-02, eta: 6 days, 13:35:20, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6070, loss_cls: 2.9546, loss: 2.9546, grad_norm: 2.3742 2020-07-26 15:47:34,969 - mmaction - INFO - Epoch [78][460/3757] lr: 7.929e-02, eta: 6 days, 13:34:59, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5977, loss_cls: 2.9196, loss: 2.9196, grad_norm: 2.4248 2020-07-26 15:47:50,801 - mmaction - INFO - Epoch [78][480/3757] lr: 7.929e-02, eta: 6 days, 13:34:39, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5664, loss_cls: 3.1983, loss: 3.1983, grad_norm: 2.4518 2020-07-26 15:48:06,793 - mmaction - INFO - Epoch [78][500/3757] lr: 7.929e-02, eta: 6 days, 13:34:18, time: 0.800, data_time: 0.016, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5984, loss_cls: 3.0256, loss: 3.0256, grad_norm: 2.2741 2020-07-26 15:48:22,585 - mmaction - INFO - Epoch [78][520/3757] lr: 7.929e-02, eta: 6 days, 13:33:58, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5875, loss_cls: 3.0302, loss: 3.0302, grad_norm: 2.3869 2020-07-26 15:48:38,421 - mmaction - INFO - Epoch [78][540/3757] lr: 7.929e-02, eta: 6 days, 13:33:37, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6141, loss_cls: 2.9419, loss: 2.9419, grad_norm: 2.3316 2020-07-26 15:48:54,196 - mmaction - INFO - Epoch [78][560/3757] lr: 7.929e-02, eta: 6 days, 13:33:16, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5789, loss_cls: 3.0301, loss: 3.0301, grad_norm: 2.3801 2020-07-26 15:49:10,005 - mmaction - INFO - Epoch [78][580/3757] lr: 7.929e-02, eta: 6 days, 13:32:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6234, loss_cls: 2.9839, loss: 2.9839, grad_norm: 2.3889 2020-07-26 15:49:25,800 - mmaction - INFO - Epoch [78][600/3757] lr: 7.929e-02, eta: 6 days, 13:32:34, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6234, loss_cls: 2.9108, loss: 2.9108, grad_norm: 2.3722 2020-07-26 15:49:41,562 - mmaction - INFO - Epoch [78][620/3757] lr: 7.929e-02, eta: 6 days, 13:32:13, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5766, loss_cls: 3.0518, loss: 3.0518, grad_norm: 2.3954 2020-07-26 15:49:57,351 - mmaction - INFO - Epoch [78][640/3757] lr: 7.929e-02, eta: 6 days, 13:31:53, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.9844, loss: 2.9844, grad_norm: 2.3988 2020-07-26 15:50:13,548 - mmaction - INFO - Epoch [78][660/3757] lr: 7.929e-02, eta: 6 days, 13:31:33, time: 0.810, data_time: 0.019, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6312, loss_cls: 2.8241, loss: 2.8241, grad_norm: 2.4510 2020-07-26 15:50:29,427 - mmaction - INFO - Epoch [78][680/3757] lr: 7.929e-02, eta: 6 days, 13:31:13, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5797, loss_cls: 3.1074, loss: 3.1074, grad_norm: 2.5211 2020-07-26 15:50:45,264 - mmaction - INFO - Epoch [78][700/3757] lr: 7.929e-02, eta: 6 days, 13:30:52, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5789, loss_cls: 3.0591, loss: 3.0591, grad_norm: 2.4395 2020-07-26 15:51:01,149 - mmaction - INFO - Epoch [78][720/3757] lr: 7.929e-02, eta: 6 days, 13:30:31, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5938, loss_cls: 2.9933, loss: 2.9933, grad_norm: 2.3586 2020-07-26 15:51:16,969 - mmaction - INFO - Epoch [78][740/3757] lr: 7.929e-02, eta: 6 days, 13:30:11, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5859, loss_cls: 2.9912, loss: 2.9912, grad_norm: 2.3340 2020-07-26 15:51:32,697 - mmaction - INFO - Epoch [78][760/3757] lr: 7.929e-02, eta: 6 days, 13:29:50, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5906, loss_cls: 3.0159, loss: 3.0159, grad_norm: 2.3142 2020-07-26 15:51:48,569 - mmaction - INFO - Epoch [78][780/3757] lr: 7.929e-02, eta: 6 days, 13:29:29, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5898, loss_cls: 3.0679, loss: 3.0679, grad_norm: 2.3425 2020-07-26 15:52:04,429 - mmaction - INFO - Epoch [78][800/3757] lr: 7.929e-02, eta: 6 days, 13:29:08, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5891, loss_cls: 3.0045, loss: 3.0045, grad_norm: 2.2940 2020-07-26 15:52:20,271 - mmaction - INFO - Epoch [78][820/3757] lr: 7.929e-02, eta: 6 days, 13:28:48, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5891, loss_cls: 3.0432, loss: 3.0432, grad_norm: 2.3421 2020-07-26 15:52:36,083 - mmaction - INFO - Epoch [78][840/3757] lr: 7.929e-02, eta: 6 days, 13:28:27, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5867, loss_cls: 3.0247, loss: 3.0247, grad_norm: 2.3949 2020-07-26 15:52:51,946 - mmaction - INFO - Epoch [78][860/3757] lr: 7.929e-02, eta: 6 days, 13:28:06, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5859, loss_cls: 2.9987, loss: 2.9987, grad_norm: 2.3549 2020-07-26 15:53:08,054 - mmaction - INFO - Epoch [78][880/3757] lr: 7.929e-02, eta: 6 days, 13:27:47, time: 0.807, data_time: 0.017, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5820, loss_cls: 3.0730, loss: 3.0730, grad_norm: 2.4633 2020-07-26 15:53:23,849 - mmaction - INFO - Epoch [78][900/3757] lr: 7.929e-02, eta: 6 days, 13:27:26, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5898, loss_cls: 3.0508, loss: 3.0508, grad_norm: 2.4281 2020-07-26 15:53:39,759 - mmaction - INFO - Epoch [78][920/3757] lr: 7.929e-02, eta: 6 days, 13:27:06, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6062, loss_cls: 2.9771, loss: 2.9771, grad_norm: 2.2985 2020-07-26 15:53:55,562 - mmaction - INFO - Epoch [78][940/3757] lr: 7.929e-02, eta: 6 days, 13:26:45, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5914, loss_cls: 3.0373, loss: 3.0373, grad_norm: 2.3612 2020-07-26 15:54:11,374 - mmaction - INFO - Epoch [78][960/3757] lr: 7.929e-02, eta: 6 days, 13:26:24, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5867, loss_cls: 3.0441, loss: 3.0441, grad_norm: 2.3538 2020-07-26 15:54:27,155 - mmaction - INFO - Epoch [78][980/3757] lr: 7.929e-02, eta: 6 days, 13:26:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6242, loss_cls: 2.8735, loss: 2.8735, grad_norm: 2.3987 2020-07-26 15:54:43,034 - mmaction - INFO - Epoch [78][1000/3757] lr: 7.929e-02, eta: 6 days, 13:25:43, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6109, loss_cls: 2.9835, loss: 2.9835, grad_norm: 2.3894 2020-07-26 15:54:58,822 - mmaction - INFO - Epoch [78][1020/3757] lr: 7.929e-02, eta: 6 days, 13:25:22, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5852, loss_cls: 3.1388, loss: 3.1388, grad_norm: 2.3958 2020-07-26 15:55:14,614 - mmaction - INFO - Epoch [78][1040/3757] lr: 7.929e-02, eta: 6 days, 13:25:01, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3727, top5_acc: 0.5922, loss_cls: 2.9922, loss: 2.9922, grad_norm: 2.3335 2020-07-26 15:55:30,412 - mmaction - INFO - Epoch [78][1060/3757] lr: 7.929e-02, eta: 6 days, 13:24:40, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5836, loss_cls: 3.0301, loss: 3.0301, grad_norm: 2.3726 2020-07-26 15:55:46,419 - mmaction - INFO - Epoch [78][1080/3757] lr: 7.929e-02, eta: 6 days, 13:24:20, time: 0.801, data_time: 0.014, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5797, loss_cls: 3.0099, loss: 3.0099, grad_norm: 2.4045 2020-07-26 15:56:02,199 - mmaction - INFO - Epoch [78][1100/3757] lr: 7.929e-02, eta: 6 days, 13:23:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5938, loss_cls: 3.0057, loss: 3.0057, grad_norm: 2.3392 2020-07-26 15:56:17,981 - mmaction - INFO - Epoch [78][1120/3757] lr: 7.929e-02, eta: 6 days, 13:23:38, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6016, loss_cls: 3.0132, loss: 3.0132, grad_norm: 2.4378 2020-07-26 15:56:33,805 - mmaction - INFO - Epoch [78][1140/3757] lr: 7.929e-02, eta: 6 days, 13:23:18, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5852, loss_cls: 3.0944, loss: 3.0944, grad_norm: 2.3753 2020-07-26 15:56:49,578 - mmaction - INFO - Epoch [78][1160/3757] lr: 7.929e-02, eta: 6 days, 13:22:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6109, loss_cls: 2.9157, loss: 2.9157, grad_norm: 2.2720 2020-07-26 15:57:05,419 - mmaction - INFO - Epoch [78][1180/3757] lr: 7.929e-02, eta: 6 days, 13:22:36, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5852, loss_cls: 3.0826, loss: 3.0826, grad_norm: 2.4182 2020-07-26 15:57:21,598 - mmaction - INFO - Epoch [78][1200/3757] lr: 7.929e-02, eta: 6 days, 13:22:17, time: 0.809, data_time: 0.024, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5891, loss_cls: 2.9677, loss: 2.9677, grad_norm: 2.3859 2020-07-26 15:57:37,533 - mmaction - INFO - Epoch [78][1220/3757] lr: 7.929e-02, eta: 6 days, 13:21:56, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5914, loss_cls: 3.0440, loss: 3.0440, grad_norm: 2.3763 2020-07-26 15:57:53,692 - mmaction - INFO - Epoch [78][1240/3757] lr: 7.929e-02, eta: 6 days, 13:21:37, time: 0.807, data_time: 0.003, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5625, loss_cls: 3.1173, loss: 3.1173, grad_norm: 2.4326 2020-07-26 15:58:09,767 - mmaction - INFO - Epoch [78][1260/3757] lr: 7.929e-02, eta: 6 days, 13:21:17, time: 0.804, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5852, loss_cls: 3.0963, loss: 3.0963, grad_norm: 2.4144 2020-07-26 15:58:25,991 - mmaction - INFO - Epoch [78][1280/3757] lr: 7.929e-02, eta: 6 days, 13:20:58, time: 0.811, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5883, loss_cls: 3.0721, loss: 3.0721, grad_norm: 2.4619 2020-07-26 15:58:44,437 - mmaction - INFO - Epoch [78][1300/3757] lr: 7.929e-02, eta: 6 days, 13:20:47, time: 0.923, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.6164, loss_cls: 3.0159, loss: 3.0159, grad_norm: 2.3900 2020-07-26 15:59:00,347 - mmaction - INFO - Epoch [78][1320/3757] lr: 7.929e-02, eta: 6 days, 13:20:26, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5789, loss_cls: 3.0648, loss: 3.0648, grad_norm: 2.4278 2020-07-26 15:59:16,808 - mmaction - INFO - Epoch [78][1340/3757] lr: 7.929e-02, eta: 6 days, 13:20:08, time: 0.823, data_time: 0.023, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5891, loss_cls: 3.0158, loss: 3.0158, grad_norm: 2.3662 2020-07-26 15:59:32,879 - mmaction - INFO - Epoch [78][1360/3757] lr: 7.929e-02, eta: 6 days, 13:19:48, time: 0.802, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5992, loss_cls: 3.0513, loss: 3.0513, grad_norm: 2.4252 2020-07-26 15:59:48,850 - mmaction - INFO - Epoch [78][1380/3757] lr: 7.929e-02, eta: 6 days, 13:19:28, time: 0.800, data_time: 0.006, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5859, loss_cls: 3.0654, loss: 3.0654, grad_norm: 2.3473 2020-07-26 16:00:10,307 - mmaction - INFO - Epoch [78][1400/3757] lr: 7.929e-02, eta: 6 days, 13:19:27, time: 1.070, data_time: 0.006, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5664, loss_cls: 3.1200, loss: 3.1200, grad_norm: 2.3640 2020-07-26 16:00:26,239 - mmaction - INFO - Epoch [78][1420/3757] lr: 7.929e-02, eta: 6 days, 13:19:07, time: 0.797, data_time: 0.005, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5758, loss_cls: 3.0482, loss: 3.0482, grad_norm: 2.4013 2020-07-26 16:00:42,359 - mmaction - INFO - Epoch [78][1440/3757] lr: 7.929e-02, eta: 6 days, 13:18:48, time: 0.808, data_time: 0.006, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6172, loss_cls: 2.9006, loss: 2.9006, grad_norm: 2.3191 2020-07-26 16:00:58,535 - mmaction - INFO - Epoch [78][1460/3757] lr: 7.929e-02, eta: 6 days, 13:18:28, time: 0.808, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 2.9801, loss: 2.9801, grad_norm: 2.4341 2020-07-26 16:01:14,455 - mmaction - INFO - Epoch [78][1480/3757] lr: 7.929e-02, eta: 6 days, 13:18:08, time: 0.797, data_time: 0.005, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6086, loss_cls: 2.9834, loss: 2.9834, grad_norm: 2.3905 2020-07-26 16:01:30,719 - mmaction - INFO - Epoch [78][1500/3757] lr: 7.929e-02, eta: 6 days, 13:17:49, time: 0.814, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6086, loss_cls: 2.9678, loss: 2.9678, grad_norm: 2.3228 2020-07-26 16:01:46,730 - mmaction - INFO - Epoch [78][1520/3757] lr: 7.929e-02, eta: 6 days, 13:17:29, time: 0.799, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 2.9332, loss: 2.9332, grad_norm: 2.3527 2020-07-26 16:02:02,675 - mmaction - INFO - Epoch [78][1540/3757] lr: 7.929e-02, eta: 6 days, 13:17:09, time: 0.799, data_time: 0.005, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5805, loss_cls: 2.9990, loss: 2.9990, grad_norm: 2.3426 2020-07-26 16:02:18,771 - mmaction - INFO - Epoch [78][1560/3757] lr: 7.929e-02, eta: 6 days, 13:16:49, time: 0.805, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5758, loss_cls: 3.0094, loss: 3.0094, grad_norm: 2.4245 2020-07-26 16:02:34,644 - mmaction - INFO - Epoch [78][1580/3757] lr: 7.929e-02, eta: 6 days, 13:16:28, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5797, loss_cls: 3.1049, loss: 3.1049, grad_norm: 2.4482 2020-07-26 16:02:50,471 - mmaction - INFO - Epoch [78][1600/3757] lr: 7.929e-02, eta: 6 days, 13:16:08, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6008, loss_cls: 2.9896, loss: 2.9896, grad_norm: 2.3530 2020-07-26 16:03:06,447 - mmaction - INFO - Epoch [78][1620/3757] lr: 7.929e-02, eta: 6 days, 13:15:48, time: 0.799, data_time: 0.012, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6000, loss_cls: 2.9875, loss: 2.9875, grad_norm: 2.3462 2020-07-26 16:03:22,362 - mmaction - INFO - Epoch [78][1640/3757] lr: 7.929e-02, eta: 6 days, 13:15:27, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6031, loss_cls: 2.9393, loss: 2.9393, grad_norm: 2.3249 2020-07-26 16:03:38,339 - mmaction - INFO - Epoch [78][1660/3757] lr: 7.929e-02, eta: 6 days, 13:15:07, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6023, loss_cls: 2.9946, loss: 2.9946, grad_norm: 2.3398 2020-07-26 16:03:54,161 - mmaction - INFO - Epoch [78][1680/3757] lr: 7.929e-02, eta: 6 days, 13:14:46, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5930, loss_cls: 2.9848, loss: 2.9848, grad_norm: 2.3284 2020-07-26 16:04:09,993 - mmaction - INFO - Epoch [78][1700/3757] lr: 7.929e-02, eta: 6 days, 13:14:26, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6008, loss_cls: 2.9241, loss: 2.9241, grad_norm: 2.3369 2020-07-26 16:04:25,755 - mmaction - INFO - Epoch [78][1720/3757] lr: 7.929e-02, eta: 6 days, 13:14:05, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6047, loss_cls: 2.9947, loss: 2.9947, grad_norm: 2.3857 2020-07-26 16:04:41,548 - mmaction - INFO - Epoch [78][1740/3757] lr: 7.929e-02, eta: 6 days, 13:13:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5922, loss_cls: 3.0405, loss: 3.0405, grad_norm: 2.3856 2020-07-26 16:04:57,360 - mmaction - INFO - Epoch [78][1760/3757] lr: 7.929e-02, eta: 6 days, 13:13:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.0460, loss: 3.0460, grad_norm: 2.4275 2020-07-26 16:05:13,126 - mmaction - INFO - Epoch [78][1780/3757] lr: 7.929e-02, eta: 6 days, 13:13:02, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5844, loss_cls: 3.0491, loss: 3.0491, grad_norm: 2.4170 2020-07-26 16:05:28,867 - mmaction - INFO - Epoch [78][1800/3757] lr: 7.929e-02, eta: 6 days, 13:12:42, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6102, loss_cls: 2.9614, loss: 2.9614, grad_norm: 2.4353 2020-07-26 16:05:45,054 - mmaction - INFO - Epoch [78][1820/3757] lr: 7.929e-02, eta: 6 days, 13:12:22, time: 0.809, data_time: 0.026, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5711, loss_cls: 3.0673, loss: 3.0673, grad_norm: 2.4369 2020-07-26 16:06:00,866 - mmaction - INFO - Epoch [78][1840/3757] lr: 7.929e-02, eta: 6 days, 13:12:01, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6062, loss_cls: 2.9719, loss: 2.9719, grad_norm: 2.3652 2020-07-26 16:06:16,649 - mmaction - INFO - Epoch [78][1860/3757] lr: 7.929e-02, eta: 6 days, 13:11:41, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6062, loss_cls: 2.9216, loss: 2.9216, grad_norm: 2.3546 2020-07-26 16:06:32,443 - mmaction - INFO - Epoch [78][1880/3757] lr: 7.929e-02, eta: 6 days, 13:11:20, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6016, loss_cls: 2.9549, loss: 2.9549, grad_norm: 2.3987 2020-07-26 16:06:48,192 - mmaction - INFO - Epoch [78][1900/3757] lr: 7.929e-02, eta: 6 days, 13:10:59, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5625, loss_cls: 3.0989, loss: 3.0989, grad_norm: 2.4206 2020-07-26 16:07:03,994 - mmaction - INFO - Epoch [78][1920/3757] lr: 7.929e-02, eta: 6 days, 13:10:38, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5789, loss_cls: 3.0898, loss: 3.0898, grad_norm: 2.4255 2020-07-26 16:07:19,824 - mmaction - INFO - Epoch [78][1940/3757] lr: 7.929e-02, eta: 6 days, 13:10:17, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5836, loss_cls: 3.0590, loss: 3.0590, grad_norm: 2.4327 2020-07-26 16:07:35,589 - mmaction - INFO - Epoch [78][1960/3757] lr: 7.929e-02, eta: 6 days, 13:09:57, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5883, loss_cls: 3.0044, loss: 3.0044, grad_norm: 2.4353 2020-07-26 16:07:51,470 - mmaction - INFO - Epoch [78][1980/3757] lr: 7.929e-02, eta: 6 days, 13:09:36, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5898, loss_cls: 3.0559, loss: 3.0559, grad_norm: 2.4533 2020-07-26 16:08:07,329 - mmaction - INFO - Epoch [78][2000/3757] lr: 7.929e-02, eta: 6 days, 13:09:16, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6070, loss_cls: 2.9283, loss: 2.9283, grad_norm: 2.4189 2020-07-26 16:08:23,117 - mmaction - INFO - Epoch [78][2020/3757] lr: 7.929e-02, eta: 6 days, 13:08:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5891, loss_cls: 3.0026, loss: 3.0026, grad_norm: 2.4300 2020-07-26 16:08:38,944 - mmaction - INFO - Epoch [78][2040/3757] lr: 7.929e-02, eta: 6 days, 13:08:34, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5898, loss_cls: 3.0601, loss: 3.0601, grad_norm: 2.3695 2020-07-26 16:08:54,702 - mmaction - INFO - Epoch [78][2060/3757] lr: 7.929e-02, eta: 6 days, 13:08:13, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6180, loss_cls: 2.9067, loss: 2.9067, grad_norm: 2.4331 2020-07-26 16:09:10,507 - mmaction - INFO - Epoch [78][2080/3757] lr: 7.929e-02, eta: 6 days, 13:07:53, time: 0.790, data_time: 0.006, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5961, loss_cls: 3.0205, loss: 3.0205, grad_norm: 2.4585 2020-07-26 16:09:26,383 - mmaction - INFO - Epoch [78][2100/3757] lr: 7.929e-02, eta: 6 days, 13:07:32, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5836, loss_cls: 3.0106, loss: 3.0106, grad_norm: 2.3741 2020-07-26 16:09:42,187 - mmaction - INFO - Epoch [78][2120/3757] lr: 7.929e-02, eta: 6 days, 13:07:11, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5703, loss_cls: 3.1034, loss: 3.1034, grad_norm: 2.4107 2020-07-26 16:09:58,081 - mmaction - INFO - Epoch [78][2140/3757] lr: 7.929e-02, eta: 6 days, 13:06:51, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5781, loss_cls: 3.0582, loss: 3.0582, grad_norm: 2.3540 2020-07-26 16:10:13,864 - mmaction - INFO - Epoch [78][2160/3757] lr: 7.929e-02, eta: 6 days, 13:06:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6047, loss_cls: 3.0121, loss: 3.0121, grad_norm: 2.3495 2020-07-26 16:10:29,697 - mmaction - INFO - Epoch [78][2180/3757] lr: 7.929e-02, eta: 6 days, 13:06:09, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6102, loss_cls: 2.9401, loss: 2.9401, grad_norm: 2.3998 2020-07-26 16:10:45,951 - mmaction - INFO - Epoch [78][2200/3757] lr: 7.929e-02, eta: 6 days, 13:05:50, time: 0.812, data_time: 0.023, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6102, loss_cls: 2.9096, loss: 2.9096, grad_norm: 2.4460 2020-07-26 16:11:01,856 - mmaction - INFO - Epoch [78][2220/3757] lr: 7.929e-02, eta: 6 days, 13:05:30, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.0704, loss: 3.0704, grad_norm: 2.3995 2020-07-26 16:11:17,684 - mmaction - INFO - Epoch [78][2240/3757] lr: 7.929e-02, eta: 6 days, 13:05:09, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5984, loss_cls: 3.0515, loss: 3.0515, grad_norm: 2.4064 2020-07-26 16:11:33,528 - mmaction - INFO - Epoch [78][2260/3757] lr: 7.929e-02, eta: 6 days, 13:04:49, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5953, loss_cls: 2.9506, loss: 2.9506, grad_norm: 2.4287 2020-07-26 16:11:49,386 - mmaction - INFO - Epoch [78][2280/3757] lr: 7.929e-02, eta: 6 days, 13:04:28, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5969, loss_cls: 3.0488, loss: 3.0488, grad_norm: 2.5231 2020-07-26 16:12:05,384 - mmaction - INFO - Epoch [78][2300/3757] lr: 7.929e-02, eta: 6 days, 13:04:08, time: 0.800, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.5930, loss_cls: 2.9953, loss: 2.9953, grad_norm: 2.3998 2020-07-26 16:12:21,500 - mmaction - INFO - Epoch [78][2320/3757] lr: 7.929e-02, eta: 6 days, 13:03:49, time: 0.804, data_time: 0.001, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5938, loss_cls: 3.0310, loss: 3.0310, grad_norm: 2.3896 2020-07-26 16:12:37,390 - mmaction - INFO - Epoch [78][2340/3757] lr: 7.929e-02, eta: 6 days, 13:03:28, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5641, loss_cls: 3.1223, loss: 3.1223, grad_norm: 2.4115 2020-07-26 16:12:53,437 - mmaction - INFO - Epoch [78][2360/3757] lr: 7.929e-02, eta: 6 days, 13:03:08, time: 0.802, data_time: 0.004, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6125, loss_cls: 2.9008, loss: 2.9008, grad_norm: 2.3540 2020-07-26 16:13:09,402 - mmaction - INFO - Epoch [78][2380/3757] lr: 7.929e-02, eta: 6 days, 13:02:48, time: 0.799, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6133, loss_cls: 2.9687, loss: 2.9687, grad_norm: 2.3613 2020-07-26 16:13:25,173 - mmaction - INFO - Epoch [78][2400/3757] lr: 7.929e-02, eta: 6 days, 13:02:27, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6078, loss_cls: 2.9604, loss: 2.9604, grad_norm: 2.3408 2020-07-26 16:13:41,023 - mmaction - INFO - Epoch [78][2420/3757] lr: 7.929e-02, eta: 6 days, 13:02:07, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.5969, loss_cls: 2.9790, loss: 2.9790, grad_norm: 2.4001 2020-07-26 16:13:56,938 - mmaction - INFO - Epoch [78][2440/3757] lr: 7.929e-02, eta: 6 days, 13:01:47, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5984, loss_cls: 3.0200, loss: 3.0200, grad_norm: 2.5247 2020-07-26 16:14:12,828 - mmaction - INFO - Epoch [78][2460/3757] lr: 7.929e-02, eta: 6 days, 13:01:26, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6016, loss_cls: 3.0300, loss: 3.0300, grad_norm: 2.3596 2020-07-26 16:14:28,846 - mmaction - INFO - Epoch [78][2480/3757] lr: 7.929e-02, eta: 6 days, 13:01:06, time: 0.802, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5758, loss_cls: 3.0867, loss: 3.0867, grad_norm: 2.4201 2020-07-26 16:14:44,961 - mmaction - INFO - Epoch [78][2500/3757] lr: 7.929e-02, eta: 6 days, 13:00:47, time: 0.806, data_time: 0.008, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5930, loss_cls: 2.9983, loss: 2.9983, grad_norm: 2.3221 2020-07-26 16:15:00,890 - mmaction - INFO - Epoch [78][2520/3757] lr: 7.929e-02, eta: 6 days, 13:00:26, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6320, loss_cls: 2.8831, loss: 2.8831, grad_norm: 2.4180 2020-07-26 16:15:17,178 - mmaction - INFO - Epoch [78][2540/3757] lr: 7.929e-02, eta: 6 days, 13:00:07, time: 0.814, data_time: 0.018, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.0719, loss: 3.0719, grad_norm: 2.4858 2020-07-26 16:15:33,073 - mmaction - INFO - Epoch [78][2560/3757] lr: 7.929e-02, eta: 6 days, 12:59:47, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5977, loss_cls: 2.9866, loss: 2.9866, grad_norm: 2.3724 2020-07-26 16:15:48,954 - mmaction - INFO - Epoch [78][2580/3757] lr: 7.929e-02, eta: 6 days, 12:59:26, time: 0.794, data_time: 0.006, memory: 6196, top1_acc: 0.3117, top5_acc: 0.5836, loss_cls: 3.0755, loss: 3.0755, grad_norm: 2.4449 2020-07-26 16:16:04,895 - mmaction - INFO - Epoch [78][2600/3757] lr: 7.929e-02, eta: 6 days, 12:59:06, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5992, loss_cls: 2.9748, loss: 2.9748, grad_norm: 2.3726 2020-07-26 16:16:20,955 - mmaction - INFO - Epoch [78][2620/3757] lr: 7.929e-02, eta: 6 days, 12:58:47, time: 0.804, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5867, loss_cls: 3.0544, loss: 3.0544, grad_norm: 2.4345 2020-07-26 16:16:36,743 - mmaction - INFO - Epoch [78][2640/3757] lr: 7.929e-02, eta: 6 days, 12:58:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5867, loss_cls: 2.9808, loss: 2.9808, grad_norm: 2.3938 2020-07-26 16:16:52,631 - mmaction - INFO - Epoch [78][2660/3757] lr: 7.929e-02, eta: 6 days, 12:58:05, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6008, loss_cls: 2.9898, loss: 2.9898, grad_norm: 2.3520 2020-07-26 16:17:08,656 - mmaction - INFO - Epoch [78][2680/3757] lr: 7.929e-02, eta: 6 days, 12:57:45, time: 0.800, data_time: 0.009, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.0695, loss: 3.0695, grad_norm: 2.3574 2020-07-26 16:17:24,449 - mmaction - INFO - Epoch [78][2700/3757] lr: 7.929e-02, eta: 6 days, 12:57:25, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5977, loss_cls: 3.0066, loss: 3.0066, grad_norm: 2.3691 2020-07-26 16:17:40,325 - mmaction - INFO - Epoch [78][2720/3757] lr: 7.929e-02, eta: 6 days, 12:57:04, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5922, loss_cls: 3.0354, loss: 3.0354, grad_norm: 2.4316 2020-07-26 16:17:56,102 - mmaction - INFO - Epoch [78][2740/3757] lr: 7.929e-02, eta: 6 days, 12:56:43, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6070, loss_cls: 3.0291, loss: 3.0291, grad_norm: 2.3857 2020-07-26 16:18:11,876 - mmaction - INFO - Epoch [78][2760/3757] lr: 7.929e-02, eta: 6 days, 12:56:23, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5781, loss_cls: 3.0463, loss: 3.0463, grad_norm: 2.3940 2020-07-26 16:18:27,680 - mmaction - INFO - Epoch [78][2780/3757] lr: 7.929e-02, eta: 6 days, 12:56:02, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5820, loss_cls: 3.0166, loss: 3.0166, grad_norm: 2.4140 2020-07-26 16:18:43,554 - mmaction - INFO - Epoch [78][2800/3757] lr: 7.929e-02, eta: 6 days, 12:55:41, time: 0.793, data_time: 0.008, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6008, loss_cls: 2.9730, loss: 2.9730, grad_norm: 2.3699 2020-07-26 16:18:59,294 - mmaction - INFO - Epoch [78][2820/3757] lr: 7.929e-02, eta: 6 days, 12:55:21, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5992, loss_cls: 2.9712, loss: 2.9712, grad_norm: 2.3988 2020-07-26 16:19:15,038 - mmaction - INFO - Epoch [78][2840/3757] lr: 7.929e-02, eta: 6 days, 12:55:00, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5852, loss_cls: 3.0703, loss: 3.0703, grad_norm: 2.3827 2020-07-26 16:19:30,788 - mmaction - INFO - Epoch [78][2860/3757] lr: 7.929e-02, eta: 6 days, 12:54:39, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5945, loss_cls: 3.0445, loss: 3.0445, grad_norm: 2.3457 2020-07-26 16:19:46,606 - mmaction - INFO - Epoch [78][2880/3757] lr: 7.929e-02, eta: 6 days, 12:54:18, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5984, loss_cls: 3.0467, loss: 3.0467, grad_norm: 2.4551 2020-07-26 16:20:02,447 - mmaction - INFO - Epoch [78][2900/3757] lr: 7.929e-02, eta: 6 days, 12:53:58, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6016, loss_cls: 2.9589, loss: 2.9589, grad_norm: 2.3955 2020-07-26 16:20:18,093 - mmaction - INFO - Epoch [78][2920/3757] lr: 7.929e-02, eta: 6 days, 12:53:36, time: 0.782, data_time: 0.001, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5984, loss_cls: 2.9624, loss: 2.9624, grad_norm: 2.3185 2020-07-26 16:20:33,889 - mmaction - INFO - Epoch [78][2940/3757] lr: 7.929e-02, eta: 6 days, 12:53:16, time: 0.790, data_time: 0.006, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5906, loss_cls: 3.0436, loss: 3.0436, grad_norm: 2.3509 2020-07-26 16:20:49,758 - mmaction - INFO - Epoch [78][2960/3757] lr: 7.929e-02, eta: 6 days, 12:52:55, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6094, loss_cls: 2.9802, loss: 2.9802, grad_norm: 2.3924 2020-07-26 16:21:05,550 - mmaction - INFO - Epoch [78][2980/3757] lr: 7.929e-02, eta: 6 days, 12:52:34, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6031, loss_cls: 2.9543, loss: 2.9543, grad_norm: 2.4482 2020-07-26 16:21:21,317 - mmaction - INFO - Epoch [78][3000/3757] lr: 7.929e-02, eta: 6 days, 12:52:14, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6242, loss_cls: 2.8413, loss: 2.8413, grad_norm: 2.3273 2020-07-26 16:21:37,127 - mmaction - INFO - Epoch [78][3020/3757] lr: 7.929e-02, eta: 6 days, 12:51:53, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6055, loss_cls: 2.9668, loss: 2.9668, grad_norm: 2.3954 2020-07-26 16:21:52,910 - mmaction - INFO - Epoch [78][3040/3757] lr: 7.929e-02, eta: 6 days, 12:51:32, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6031, loss_cls: 3.0490, loss: 3.0490, grad_norm: 2.4356 2020-07-26 16:22:08,793 - mmaction - INFO - Epoch [78][3060/3757] lr: 7.929e-02, eta: 6 days, 12:51:12, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5914, loss_cls: 3.0709, loss: 3.0709, grad_norm: 2.3659 2020-07-26 16:22:24,616 - mmaction - INFO - Epoch [78][3080/3757] lr: 7.929e-02, eta: 6 days, 12:50:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.6000, loss_cls: 3.0078, loss: 3.0078, grad_norm: 2.4370 2020-07-26 16:22:40,444 - mmaction - INFO - Epoch [78][3100/3757] lr: 7.929e-02, eta: 6 days, 12:50:31, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6031, loss_cls: 2.9665, loss: 2.9665, grad_norm: 2.4632 2020-07-26 16:22:56,233 - mmaction - INFO - Epoch [78][3120/3757] lr: 7.929e-02, eta: 6 days, 12:50:10, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5984, loss_cls: 3.0468, loss: 3.0468, grad_norm: 2.4860 2020-07-26 16:23:12,090 - mmaction - INFO - Epoch [78][3140/3757] lr: 7.929e-02, eta: 6 days, 12:49:49, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5656, loss_cls: 3.1349, loss: 3.1349, grad_norm: 2.4274 2020-07-26 16:23:27,883 - mmaction - INFO - Epoch [78][3160/3757] lr: 7.929e-02, eta: 6 days, 12:49:29, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5656, loss_cls: 3.0985, loss: 3.0985, grad_norm: 2.3602 2020-07-26 16:23:43,642 - mmaction - INFO - Epoch [78][3180/3757] lr: 7.929e-02, eta: 6 days, 12:49:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6188, loss_cls: 2.9386, loss: 2.9386, grad_norm: 2.3612 2020-07-26 16:23:59,440 - mmaction - INFO - Epoch [78][3200/3757] lr: 7.929e-02, eta: 6 days, 12:48:47, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.6094, loss_cls: 2.9417, loss: 2.9417, grad_norm: 2.3809 2020-07-26 16:24:15,373 - mmaction - INFO - Epoch [78][3220/3757] lr: 7.929e-02, eta: 6 days, 12:48:27, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5852, loss_cls: 3.0978, loss: 3.0978, grad_norm: 2.4446 2020-07-26 16:24:31,188 - mmaction - INFO - Epoch [78][3240/3757] lr: 7.929e-02, eta: 6 days, 12:48:06, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5781, loss_cls: 3.1128, loss: 3.1128, grad_norm: 2.4271 2020-07-26 16:24:46,870 - mmaction - INFO - Epoch [78][3260/3757] lr: 7.929e-02, eta: 6 days, 12:47:45, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5938, loss_cls: 3.0006, loss: 3.0006, grad_norm: 2.4041 2020-07-26 16:25:02,708 - mmaction - INFO - Epoch [78][3280/3757] lr: 7.929e-02, eta: 6 days, 12:47:25, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5742, loss_cls: 3.0742, loss: 3.0742, grad_norm: 2.4115 2020-07-26 16:25:18,456 - mmaction - INFO - Epoch [78][3300/3757] lr: 7.929e-02, eta: 6 days, 12:47:04, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5711, loss_cls: 3.0829, loss: 3.0829, grad_norm: 2.3878 2020-07-26 16:25:34,308 - mmaction - INFO - Epoch [78][3320/3757] lr: 7.929e-02, eta: 6 days, 12:46:43, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6008, loss_cls: 3.0422, loss: 3.0422, grad_norm: 2.3402 2020-07-26 16:25:50,458 - mmaction - INFO - Epoch [78][3340/3757] lr: 7.929e-02, eta: 6 days, 12:46:24, time: 0.808, data_time: 0.019, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6047, loss_cls: 2.9770, loss: 2.9770, grad_norm: 2.3351 2020-07-26 16:26:06,252 - mmaction - INFO - Epoch [78][3360/3757] lr: 7.929e-02, eta: 6 days, 12:46:03, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5914, loss_cls: 3.0186, loss: 3.0186, grad_norm: 2.4049 2020-07-26 16:26:22,007 - mmaction - INFO - Epoch [78][3380/3757] lr: 7.929e-02, eta: 6 days, 12:45:42, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5930, loss_cls: 2.9469, loss: 2.9469, grad_norm: 2.3020 2020-07-26 16:26:37,769 - mmaction - INFO - Epoch [78][3400/3757] lr: 7.929e-02, eta: 6 days, 12:45:21, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5953, loss_cls: 2.9751, loss: 2.9751, grad_norm: 2.4110 2020-07-26 16:26:53,566 - mmaction - INFO - Epoch [78][3420/3757] lr: 7.929e-02, eta: 6 days, 12:45:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6148, loss_cls: 2.8969, loss: 2.8969, grad_norm: 2.3673 2020-07-26 16:27:09,408 - mmaction - INFO - Epoch [78][3440/3757] lr: 7.929e-02, eta: 6 days, 12:44:40, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5938, loss_cls: 2.9937, loss: 2.9937, grad_norm: 2.3749 2020-07-26 16:27:25,233 - mmaction - INFO - Epoch [78][3460/3757] lr: 7.929e-02, eta: 6 days, 12:44:20, time: 0.791, data_time: 0.008, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6016, loss_cls: 2.9840, loss: 2.9840, grad_norm: 2.4142 2020-07-26 16:27:41,021 - mmaction - INFO - Epoch [78][3480/3757] lr: 7.929e-02, eta: 6 days, 12:43:59, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5836, loss_cls: 3.0456, loss: 3.0456, grad_norm: 2.3397 2020-07-26 16:27:56,766 - mmaction - INFO - Epoch [78][3500/3757] lr: 7.929e-02, eta: 6 days, 12:43:38, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5922, loss_cls: 2.9743, loss: 2.9743, grad_norm: 2.4213 2020-07-26 16:28:12,557 - mmaction - INFO - Epoch [78][3520/3757] lr: 7.929e-02, eta: 6 days, 12:43:17, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5883, loss_cls: 3.0529, loss: 3.0529, grad_norm: 2.3745 2020-07-26 16:28:28,754 - mmaction - INFO - Epoch [78][3540/3757] lr: 7.929e-02, eta: 6 days, 12:42:58, time: 0.810, data_time: 0.018, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6062, loss_cls: 2.9399, loss: 2.9399, grad_norm: 2.3455 2020-07-26 16:28:44,606 - mmaction - INFO - Epoch [78][3560/3757] lr: 7.929e-02, eta: 6 days, 12:42:38, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5867, loss_cls: 3.0427, loss: 3.0427, grad_norm: 2.3884 2020-07-26 16:29:00,407 - mmaction - INFO - Epoch [78][3580/3757] lr: 7.929e-02, eta: 6 days, 12:42:17, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5758, loss_cls: 3.1802, loss: 3.1802, grad_norm: 2.4665 2020-07-26 16:29:16,239 - mmaction - INFO - Epoch [78][3600/3757] lr: 7.929e-02, eta: 6 days, 12:41:56, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5695, loss_cls: 3.1157, loss: 3.1157, grad_norm: 2.4307 2020-07-26 16:29:32,016 - mmaction - INFO - Epoch [78][3620/3757] lr: 7.929e-02, eta: 6 days, 12:41:36, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5766, loss_cls: 3.0962, loss: 3.0962, grad_norm: 2.3877 2020-07-26 16:29:47,763 - mmaction - INFO - Epoch [78][3640/3757] lr: 7.929e-02, eta: 6 days, 12:41:15, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5945, loss_cls: 3.0762, loss: 3.0762, grad_norm: 2.3709 2020-07-26 16:30:03,680 - mmaction - INFO - Epoch [78][3660/3757] lr: 7.929e-02, eta: 6 days, 12:40:54, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6016, loss_cls: 3.0117, loss: 3.0117, grad_norm: 2.3567 2020-07-26 16:30:19,462 - mmaction - INFO - Epoch [78][3680/3757] lr: 7.929e-02, eta: 6 days, 12:40:34, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5797, loss_cls: 3.0301, loss: 3.0301, grad_norm: 2.4486 2020-07-26 16:30:35,204 - mmaction - INFO - Epoch [78][3700/3757] lr: 7.929e-02, eta: 6 days, 12:40:13, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5883, loss_cls: 3.0817, loss: 3.0817, grad_norm: 2.3464 2020-07-26 16:30:51,024 - mmaction - INFO - Epoch [78][3720/3757] lr: 7.929e-02, eta: 6 days, 12:39:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6000, loss_cls: 2.9860, loss: 2.9860, grad_norm: 2.3652 2020-07-26 16:31:06,784 - mmaction - INFO - Epoch [78][3740/3757] lr: 7.929e-02, eta: 6 days, 12:39:31, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5789, loss_cls: 3.0555, loss: 3.0555, grad_norm: 2.4009 2020-07-26 16:34:32,321 - mmaction - INFO - Epoch [79][20/3757] lr: 7.879e-02, eta: 6 days, 12:48:07, time: 9.233, data_time: 8.322, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5859, loss_cls: 3.0236, loss: 3.0236, grad_norm: 2.3994 2020-07-26 16:34:48,095 - mmaction - INFO - Epoch [79][40/3757] lr: 7.879e-02, eta: 6 days, 12:47:46, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6141, loss_cls: 2.9318, loss: 2.9318, grad_norm: 2.3516 2020-07-26 16:35:03,972 - mmaction - INFO - Epoch [79][60/3757] lr: 7.879e-02, eta: 6 days, 12:47:25, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6078, loss_cls: 2.9521, loss: 2.9521, grad_norm: 2.3688 2020-07-26 16:35:19,889 - mmaction - INFO - Epoch [79][80/3757] lr: 7.879e-02, eta: 6 days, 12:47:05, time: 0.796, data_time: 0.001, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5969, loss_cls: 3.0139, loss: 3.0139, grad_norm: 2.4410 2020-07-26 16:35:35,725 - mmaction - INFO - Epoch [79][100/3757] lr: 7.879e-02, eta: 6 days, 12:46:44, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5797, loss_cls: 3.0772, loss: 3.0772, grad_norm: 2.3744 2020-07-26 16:35:51,505 - mmaction - INFO - Epoch [79][120/3757] lr: 7.879e-02, eta: 6 days, 12:46:24, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5953, loss_cls: 3.0219, loss: 3.0219, grad_norm: 2.4274 2020-07-26 16:36:07,304 - mmaction - INFO - Epoch [79][140/3757] lr: 7.879e-02, eta: 6 days, 12:46:03, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5883, loss_cls: 3.0263, loss: 3.0263, grad_norm: 2.2941 2020-07-26 16:36:23,073 - mmaction - INFO - Epoch [79][160/3757] lr: 7.879e-02, eta: 6 days, 12:45:42, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5898, loss_cls: 2.9725, loss: 2.9725, grad_norm: 2.4025 2020-07-26 16:36:38,899 - mmaction - INFO - Epoch [79][180/3757] lr: 7.879e-02, eta: 6 days, 12:45:21, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5891, loss_cls: 2.9786, loss: 2.9786, grad_norm: 2.3877 2020-07-26 16:36:54,643 - mmaction - INFO - Epoch [79][200/3757] lr: 7.879e-02, eta: 6 days, 12:45:00, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6164, loss_cls: 2.9443, loss: 2.9443, grad_norm: 2.4295 2020-07-26 16:37:10,500 - mmaction - INFO - Epoch [79][220/3757] lr: 7.879e-02, eta: 6 days, 12:44:40, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5898, loss_cls: 3.0471, loss: 3.0471, grad_norm: 2.3836 2020-07-26 16:37:26,256 - mmaction - INFO - Epoch [79][240/3757] lr: 7.879e-02, eta: 6 days, 12:44:19, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6164, loss_cls: 2.9823, loss: 2.9823, grad_norm: 2.3835 2020-07-26 16:37:42,030 - mmaction - INFO - Epoch [79][260/3757] lr: 7.879e-02, eta: 6 days, 12:43:58, time: 0.789, data_time: 0.006, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5766, loss_cls: 3.0881, loss: 3.0881, grad_norm: 2.4369 2020-07-26 16:37:57,955 - mmaction - INFO - Epoch [79][280/3757] lr: 7.879e-02, eta: 6 days, 12:43:38, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6273, loss_cls: 2.8592, loss: 2.8592, grad_norm: 2.3882 2020-07-26 16:38:13,829 - mmaction - INFO - Epoch [79][300/3757] lr: 7.879e-02, eta: 6 days, 12:43:17, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5977, loss_cls: 3.0501, loss: 3.0501, grad_norm: 2.4039 2020-07-26 16:38:29,654 - mmaction - INFO - Epoch [79][320/3757] lr: 7.879e-02, eta: 6 days, 12:42:57, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5836, loss_cls: 2.9906, loss: 2.9906, grad_norm: 2.3443 2020-07-26 16:38:45,448 - mmaction - INFO - Epoch [79][340/3757] lr: 7.879e-02, eta: 6 days, 12:42:36, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6031, loss_cls: 2.9737, loss: 2.9737, grad_norm: 2.4296 2020-07-26 16:39:01,305 - mmaction - INFO - Epoch [79][360/3757] lr: 7.879e-02, eta: 6 days, 12:42:15, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5750, loss_cls: 3.0639, loss: 3.0639, grad_norm: 2.4069 2020-07-26 16:39:17,169 - mmaction - INFO - Epoch [79][380/3757] lr: 7.879e-02, eta: 6 days, 12:41:55, time: 0.794, data_time: 0.009, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6008, loss_cls: 2.9650, loss: 2.9650, grad_norm: 2.4188 2020-07-26 16:39:32,949 - mmaction - INFO - Epoch [79][400/3757] lr: 7.879e-02, eta: 6 days, 12:41:34, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6023, loss_cls: 2.9450, loss: 2.9450, grad_norm: 2.3872 2020-07-26 16:39:48,812 - mmaction - INFO - Epoch [79][420/3757] lr: 7.879e-02, eta: 6 days, 12:41:14, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6070, loss_cls: 2.8891, loss: 2.8891, grad_norm: 2.4056 2020-07-26 16:40:04,658 - mmaction - INFO - Epoch [79][440/3757] lr: 7.879e-02, eta: 6 days, 12:40:53, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5859, loss_cls: 3.0517, loss: 3.0517, grad_norm: 2.3976 2020-07-26 16:40:20,356 - mmaction - INFO - Epoch [79][460/3757] lr: 7.879e-02, eta: 6 days, 12:40:32, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5828, loss_cls: 3.0753, loss: 3.0753, grad_norm: 2.4479 2020-07-26 16:40:36,076 - mmaction - INFO - Epoch [79][480/3757] lr: 7.879e-02, eta: 6 days, 12:40:11, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6141, loss_cls: 2.9411, loss: 2.9411, grad_norm: 2.3650 2020-07-26 16:40:51,911 - mmaction - INFO - Epoch [79][500/3757] lr: 7.879e-02, eta: 6 days, 12:39:51, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5719, loss_cls: 3.0522, loss: 3.0522, grad_norm: 2.4161 2020-07-26 16:41:07,714 - mmaction - INFO - Epoch [79][520/3757] lr: 7.879e-02, eta: 6 days, 12:39:30, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6094, loss_cls: 3.0091, loss: 3.0091, grad_norm: 2.3785 2020-07-26 16:41:23,645 - mmaction - INFO - Epoch [79][540/3757] lr: 7.879e-02, eta: 6 days, 12:39:10, time: 0.798, data_time: 0.012, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6344, loss_cls: 2.8658, loss: 2.8658, grad_norm: 2.3673 2020-07-26 16:41:39,476 - mmaction - INFO - Epoch [79][560/3757] lr: 7.879e-02, eta: 6 days, 12:38:49, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5930, loss_cls: 2.9650, loss: 2.9650, grad_norm: 2.4581 2020-07-26 16:41:55,328 - mmaction - INFO - Epoch [79][580/3757] lr: 7.879e-02, eta: 6 days, 12:38:28, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6141, loss_cls: 2.9922, loss: 2.9922, grad_norm: 2.3990 2020-07-26 16:42:11,177 - mmaction - INFO - Epoch [79][600/3757] lr: 7.879e-02, eta: 6 days, 12:38:08, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5727, loss_cls: 3.1306, loss: 3.1306, grad_norm: 2.5020 2020-07-26 16:42:26,969 - mmaction - INFO - Epoch [79][620/3757] lr: 7.879e-02, eta: 6 days, 12:37:47, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.5984, loss_cls: 3.0257, loss: 3.0257, grad_norm: 2.4427 2020-07-26 16:42:42,791 - mmaction - INFO - Epoch [79][640/3757] lr: 7.879e-02, eta: 6 days, 12:37:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6000, loss_cls: 2.9717, loss: 2.9717, grad_norm: 2.4120 2020-07-26 16:42:58,549 - mmaction - INFO - Epoch [79][660/3757] lr: 7.879e-02, eta: 6 days, 12:37:06, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5945, loss_cls: 2.9828, loss: 2.9828, grad_norm: 2.3298 2020-07-26 16:43:14,368 - mmaction - INFO - Epoch [79][680/3757] lr: 7.879e-02, eta: 6 days, 12:36:45, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6234, loss_cls: 2.8581, loss: 2.8581, grad_norm: 2.4240 2020-07-26 16:43:30,278 - mmaction - INFO - Epoch [79][700/3757] lr: 7.879e-02, eta: 6 days, 12:36:25, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5875, loss_cls: 3.0867, loss: 3.0867, grad_norm: 2.4300 2020-07-26 16:43:46,123 - mmaction - INFO - Epoch [79][720/3757] lr: 7.879e-02, eta: 6 days, 12:36:04, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6227, loss_cls: 2.9470, loss: 2.9470, grad_norm: 2.3096 2020-07-26 16:44:01,904 - mmaction - INFO - Epoch [79][740/3757] lr: 7.879e-02, eta: 6 days, 12:35:43, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5969, loss_cls: 3.0383, loss: 3.0383, grad_norm: 2.4621 2020-07-26 16:44:17,715 - mmaction - INFO - Epoch [79][760/3757] lr: 7.879e-02, eta: 6 days, 12:35:23, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5859, loss_cls: 3.0280, loss: 3.0280, grad_norm: 2.4099 2020-07-26 16:44:33,617 - mmaction - INFO - Epoch [79][780/3757] lr: 7.879e-02, eta: 6 days, 12:35:02, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5852, loss_cls: 3.0435, loss: 3.0435, grad_norm: 2.3326 2020-07-26 16:44:49,492 - mmaction - INFO - Epoch [79][800/3757] lr: 7.879e-02, eta: 6 days, 12:34:42, time: 0.794, data_time: 0.007, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6195, loss_cls: 2.9556, loss: 2.9556, grad_norm: 2.3437 2020-07-26 16:45:05,381 - mmaction - INFO - Epoch [79][820/3757] lr: 7.879e-02, eta: 6 days, 12:34:22, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5953, loss_cls: 2.9949, loss: 2.9949, grad_norm: 2.3904 2020-07-26 16:45:21,124 - mmaction - INFO - Epoch [79][840/3757] lr: 7.879e-02, eta: 6 days, 12:34:01, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5773, loss_cls: 2.9874, loss: 2.9874, grad_norm: 2.3910 2020-07-26 16:45:36,859 - mmaction - INFO - Epoch [79][860/3757] lr: 7.879e-02, eta: 6 days, 12:33:40, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5875, loss_cls: 3.0039, loss: 3.0039, grad_norm: 2.4186 2020-07-26 16:45:52,643 - mmaction - INFO - Epoch [79][880/3757] lr: 7.879e-02, eta: 6 days, 12:33:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6023, loss_cls: 2.9596, loss: 2.9596, grad_norm: 2.3466 2020-07-26 16:46:08,473 - mmaction - INFO - Epoch [79][900/3757] lr: 7.879e-02, eta: 6 days, 12:32:59, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5898, loss_cls: 3.0422, loss: 3.0422, grad_norm: 2.4081 2020-07-26 16:46:24,584 - mmaction - INFO - Epoch [79][920/3757] lr: 7.879e-02, eta: 6 days, 12:32:39, time: 0.805, data_time: 0.018, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5938, loss_cls: 3.0704, loss: 3.0704, grad_norm: 2.4483 2020-07-26 16:46:40,385 - mmaction - INFO - Epoch [79][940/3757] lr: 7.879e-02, eta: 6 days, 12:32:18, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6133, loss_cls: 2.9415, loss: 2.9415, grad_norm: 2.3662 2020-07-26 16:46:56,176 - mmaction - INFO - Epoch [79][960/3757] lr: 7.879e-02, eta: 6 days, 12:31:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6172, loss_cls: 2.9330, loss: 2.9330, grad_norm: 2.3730 2020-07-26 16:47:11,926 - mmaction - INFO - Epoch [79][980/3757] lr: 7.879e-02, eta: 6 days, 12:31:37, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6016, loss_cls: 2.9691, loss: 2.9691, grad_norm: 2.4263 2020-07-26 16:47:28,095 - mmaction - INFO - Epoch [79][1000/3757] lr: 7.879e-02, eta: 6 days, 12:31:17, time: 0.808, data_time: 0.018, memory: 6196, top1_acc: 0.3586, top5_acc: 0.5992, loss_cls: 2.9502, loss: 2.9502, grad_norm: 2.4040 2020-07-26 16:47:44,251 - mmaction - INFO - Epoch [79][1020/3757] lr: 7.879e-02, eta: 6 days, 12:30:58, time: 0.808, data_time: 0.023, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5977, loss_cls: 2.9847, loss: 2.9847, grad_norm: 2.3837 2020-07-26 16:48:00,395 - mmaction - INFO - Epoch [79][1040/3757] lr: 7.879e-02, eta: 6 days, 12:30:38, time: 0.808, data_time: 0.016, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5859, loss_cls: 3.0782, loss: 3.0782, grad_norm: 2.4945 2020-07-26 16:48:16,594 - mmaction - INFO - Epoch [79][1060/3757] lr: 7.879e-02, eta: 6 days, 12:30:19, time: 0.810, data_time: 0.022, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5813, loss_cls: 3.0675, loss: 3.0675, grad_norm: 2.4203 2020-07-26 16:48:32,474 - mmaction - INFO - Epoch [79][1080/3757] lr: 7.879e-02, eta: 6 days, 12:29:59, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6086, loss_cls: 2.9664, loss: 2.9664, grad_norm: 2.3929 2020-07-26 16:48:48,278 - mmaction - INFO - Epoch [79][1100/3757] lr: 7.879e-02, eta: 6 days, 12:29:38, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5836, loss_cls: 3.1392, loss: 3.1392, grad_norm: 2.4555 2020-07-26 16:49:04,058 - mmaction - INFO - Epoch [79][1120/3757] lr: 7.879e-02, eta: 6 days, 12:29:17, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5867, loss_cls: 3.0652, loss: 3.0652, grad_norm: 2.4318 2020-07-26 16:49:19,903 - mmaction - INFO - Epoch [79][1140/3757] lr: 7.879e-02, eta: 6 days, 12:28:57, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5820, loss_cls: 3.0403, loss: 3.0403, grad_norm: 2.3245 2020-07-26 16:49:35,716 - mmaction - INFO - Epoch [79][1160/3757] lr: 7.879e-02, eta: 6 days, 12:28:36, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6086, loss_cls: 2.9945, loss: 2.9945, grad_norm: 2.3799 2020-07-26 16:49:51,453 - mmaction - INFO - Epoch [79][1180/3757] lr: 7.879e-02, eta: 6 days, 12:28:15, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6102, loss_cls: 2.9507, loss: 2.9507, grad_norm: 2.3915 2020-07-26 16:50:07,348 - mmaction - INFO - Epoch [79][1200/3757] lr: 7.879e-02, eta: 6 days, 12:27:55, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.6055, loss_cls: 3.0045, loss: 3.0045, grad_norm: 2.4610 2020-07-26 16:50:23,161 - mmaction - INFO - Epoch [79][1220/3757] lr: 7.879e-02, eta: 6 days, 12:27:34, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6000, loss_cls: 2.9928, loss: 2.9928, grad_norm: 2.4353 2020-07-26 16:50:38,961 - mmaction - INFO - Epoch [79][1240/3757] lr: 7.879e-02, eta: 6 days, 12:27:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5977, loss_cls: 2.9621, loss: 2.9621, grad_norm: 2.4406 2020-07-26 16:50:54,786 - mmaction - INFO - Epoch [79][1260/3757] lr: 7.879e-02, eta: 6 days, 12:26:53, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5789, loss_cls: 3.0434, loss: 3.0434, grad_norm: 2.3713 2020-07-26 16:51:10,591 - mmaction - INFO - Epoch [79][1280/3757] lr: 7.879e-02, eta: 6 days, 12:26:32, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5930, loss_cls: 2.9840, loss: 2.9840, grad_norm: 2.3856 2020-07-26 16:51:26,372 - mmaction - INFO - Epoch [79][1300/3757] lr: 7.879e-02, eta: 6 days, 12:26:12, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6070, loss_cls: 2.8778, loss: 2.8778, grad_norm: 2.4235 2020-07-26 16:51:42,144 - mmaction - INFO - Epoch [79][1320/3757] lr: 7.879e-02, eta: 6 days, 12:25:51, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6156, loss_cls: 2.9133, loss: 2.9133, grad_norm: 2.4441 2020-07-26 16:51:57,994 - mmaction - INFO - Epoch [79][1340/3757] lr: 7.879e-02, eta: 6 days, 12:25:30, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3055, top5_acc: 0.5703, loss_cls: 3.1466, loss: 3.1466, grad_norm: 2.5442 2020-07-26 16:52:13,744 - mmaction - INFO - Epoch [79][1360/3757] lr: 7.879e-02, eta: 6 days, 12:25:09, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5781, loss_cls: 3.0960, loss: 3.0960, grad_norm: 2.3621 2020-07-26 16:52:29,407 - mmaction - INFO - Epoch [79][1380/3757] lr: 7.879e-02, eta: 6 days, 12:24:48, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6000, loss_cls: 2.8944, loss: 2.8944, grad_norm: 2.3468 2020-07-26 16:52:45,213 - mmaction - INFO - Epoch [79][1400/3757] lr: 7.879e-02, eta: 6 days, 12:24:28, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 3.0033, loss: 3.0033, grad_norm: 2.3939 2020-07-26 16:53:01,020 - mmaction - INFO - Epoch [79][1420/3757] lr: 7.879e-02, eta: 6 days, 12:24:07, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5922, loss_cls: 2.9883, loss: 2.9883, grad_norm: 2.3778 2020-07-26 16:53:16,841 - mmaction - INFO - Epoch [79][1440/3757] lr: 7.879e-02, eta: 6 days, 12:23:46, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5961, loss_cls: 3.0455, loss: 3.0455, grad_norm: 2.4081 2020-07-26 16:53:32,628 - mmaction - INFO - Epoch [79][1460/3757] lr: 7.879e-02, eta: 6 days, 12:23:26, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5836, loss_cls: 2.9932, loss: 2.9932, grad_norm: 2.3054 2020-07-26 16:53:48,435 - mmaction - INFO - Epoch [79][1480/3757] lr: 7.879e-02, eta: 6 days, 12:23:05, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5914, loss_cls: 2.9835, loss: 2.9835, grad_norm: 2.2929 2020-07-26 16:54:04,259 - mmaction - INFO - Epoch [79][1500/3757] lr: 7.879e-02, eta: 6 days, 12:22:45, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6133, loss_cls: 2.9358, loss: 2.9358, grad_norm: 2.4228 2020-07-26 16:54:20,081 - mmaction - INFO - Epoch [79][1520/3757] lr: 7.879e-02, eta: 6 days, 12:22:24, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5820, loss_cls: 3.0301, loss: 3.0301, grad_norm: 2.4093 2020-07-26 16:54:35,843 - mmaction - INFO - Epoch [79][1540/3757] lr: 7.879e-02, eta: 6 days, 12:22:03, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5953, loss_cls: 3.0084, loss: 3.0084, grad_norm: 2.3973 2020-07-26 16:54:51,637 - mmaction - INFO - Epoch [79][1560/3757] lr: 7.879e-02, eta: 6 days, 12:21:42, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5813, loss_cls: 3.1194, loss: 3.1194, grad_norm: 2.4251 2020-07-26 16:55:07,445 - mmaction - INFO - Epoch [79][1580/3757] lr: 7.879e-02, eta: 6 days, 12:21:22, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5961, loss_cls: 2.9840, loss: 2.9840, grad_norm: 2.3774 2020-07-26 16:55:23,348 - mmaction - INFO - Epoch [79][1600/3757] lr: 7.879e-02, eta: 6 days, 12:21:02, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5945, loss_cls: 3.0465, loss: 3.0465, grad_norm: 2.3727 2020-07-26 16:55:39,141 - mmaction - INFO - Epoch [79][1620/3757] lr: 7.879e-02, eta: 6 days, 12:20:41, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6109, loss_cls: 2.9178, loss: 2.9178, grad_norm: 2.3849 2020-07-26 16:55:54,964 - mmaction - INFO - Epoch [79][1640/3757] lr: 7.879e-02, eta: 6 days, 12:20:20, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5797, loss_cls: 3.1053, loss: 3.1053, grad_norm: 2.4239 2020-07-26 16:56:10,750 - mmaction - INFO - Epoch [79][1660/3757] lr: 7.879e-02, eta: 6 days, 12:20:00, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6000, loss_cls: 2.9322, loss: 2.9322, grad_norm: 2.3926 2020-07-26 16:56:27,122 - mmaction - INFO - Epoch [79][1680/3757] lr: 7.879e-02, eta: 6 days, 12:19:41, time: 0.818, data_time: 0.021, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5922, loss_cls: 3.0211, loss: 3.0211, grad_norm: 2.4479 2020-07-26 16:56:43,307 - mmaction - INFO - Epoch [79][1700/3757] lr: 7.879e-02, eta: 6 days, 12:19:22, time: 0.807, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5984, loss_cls: 2.9514, loss: 2.9514, grad_norm: 2.3494 2020-07-26 16:57:01,924 - mmaction - INFO - Epoch [79][1720/3757] lr: 7.879e-02, eta: 6 days, 12:19:11, time: 0.931, data_time: 0.005, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5953, loss_cls: 2.9474, loss: 2.9474, grad_norm: 2.3969 2020-07-26 16:57:18,965 - mmaction - INFO - Epoch [79][1740/3757] lr: 7.879e-02, eta: 6 days, 12:18:55, time: 0.854, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5680, loss_cls: 3.0893, loss: 3.0893, grad_norm: 2.3994 2020-07-26 16:57:35,105 - mmaction - INFO - Epoch [79][1760/3757] lr: 7.879e-02, eta: 6 days, 12:18:35, time: 0.807, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6016, loss_cls: 2.9542, loss: 2.9542, grad_norm: 2.3588 2020-07-26 16:57:51,799 - mmaction - INFO - Epoch [79][1780/3757] lr: 7.879e-02, eta: 6 days, 12:18:18, time: 0.834, data_time: 0.004, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6141, loss_cls: 2.9098, loss: 2.9098, grad_norm: 2.3536 2020-07-26 16:58:11,629 - mmaction - INFO - Epoch [79][1800/3757] lr: 7.879e-02, eta: 6 days, 12:18:11, time: 0.990, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5969, loss_cls: 3.0433, loss: 3.0433, grad_norm: 2.4165 2020-07-26 16:58:27,745 - mmaction - INFO - Epoch [79][1820/3757] lr: 7.879e-02, eta: 6 days, 12:17:52, time: 0.808, data_time: 0.006, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5734, loss_cls: 3.0911, loss: 3.0911, grad_norm: 2.3573 2020-07-26 16:58:43,680 - mmaction - INFO - Epoch [79][1840/3757] lr: 7.879e-02, eta: 6 days, 12:17:31, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 3.0307, loss: 3.0307, grad_norm: 2.3797 2020-07-26 16:58:59,495 - mmaction - INFO - Epoch [79][1860/3757] lr: 7.879e-02, eta: 6 days, 12:17:11, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5914, loss_cls: 3.0552, loss: 3.0552, grad_norm: 2.4626 2020-07-26 16:59:15,346 - mmaction - INFO - Epoch [79][1880/3757] lr: 7.879e-02, eta: 6 days, 12:16:50, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5914, loss_cls: 3.0927, loss: 3.0927, grad_norm: 2.4177 2020-07-26 16:59:31,127 - mmaction - INFO - Epoch [79][1900/3757] lr: 7.879e-02, eta: 6 days, 12:16:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5953, loss_cls: 3.0179, loss: 3.0179, grad_norm: 2.4643 2020-07-26 16:59:47,489 - mmaction - INFO - Epoch [79][1920/3757] lr: 7.879e-02, eta: 6 days, 12:16:11, time: 0.818, data_time: 0.025, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6008, loss_cls: 2.9943, loss: 2.9943, grad_norm: 2.3792 2020-07-26 17:00:03,307 - mmaction - INFO - Epoch [79][1940/3757] lr: 7.879e-02, eta: 6 days, 12:15:50, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6133, loss_cls: 2.9334, loss: 2.9334, grad_norm: 2.4087 2020-07-26 17:00:24,211 - mmaction - INFO - Epoch [79][1960/3757] lr: 7.879e-02, eta: 6 days, 12:15:48, time: 1.043, data_time: 0.001, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5813, loss_cls: 3.0797, loss: 3.0797, grad_norm: 2.4376 2020-07-26 17:00:39,961 - mmaction - INFO - Epoch [79][1980/3757] lr: 7.879e-02, eta: 6 days, 12:15:27, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5773, loss_cls: 3.0780, loss: 3.0780, grad_norm: 2.4136 2020-07-26 17:00:55,650 - mmaction - INFO - Epoch [79][2000/3757] lr: 7.879e-02, eta: 6 days, 12:15:06, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5969, loss_cls: 2.9782, loss: 2.9782, grad_norm: 2.3664 2020-07-26 17:01:11,382 - mmaction - INFO - Epoch [79][2020/3757] lr: 7.879e-02, eta: 6 days, 12:14:45, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0396, loss: 3.0396, grad_norm: 2.4481 2020-07-26 17:01:27,099 - mmaction - INFO - Epoch [79][2040/3757] lr: 7.879e-02, eta: 6 days, 12:14:24, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6172, loss_cls: 2.8929, loss: 2.8929, grad_norm: 2.4127 2020-07-26 17:01:42,897 - mmaction - INFO - Epoch [79][2060/3757] lr: 7.879e-02, eta: 6 days, 12:14:03, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5805, loss_cls: 3.0845, loss: 3.0845, grad_norm: 2.4774 2020-07-26 17:01:58,626 - mmaction - INFO - Epoch [79][2080/3757] lr: 7.879e-02, eta: 6 days, 12:13:43, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5914, loss_cls: 3.0292, loss: 3.0292, grad_norm: 2.3404 2020-07-26 17:02:14,358 - mmaction - INFO - Epoch [79][2100/3757] lr: 7.879e-02, eta: 6 days, 12:13:22, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5836, loss_cls: 3.0391, loss: 3.0391, grad_norm: 2.3878 2020-07-26 17:02:30,076 - mmaction - INFO - Epoch [79][2120/3757] lr: 7.879e-02, eta: 6 days, 12:13:01, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6000, loss_cls: 3.0361, loss: 3.0361, grad_norm: 2.4406 2020-07-26 17:02:45,912 - mmaction - INFO - Epoch [79][2140/3757] lr: 7.879e-02, eta: 6 days, 12:12:40, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6141, loss_cls: 2.8740, loss: 2.8740, grad_norm: 2.3545 2020-07-26 17:03:01,663 - mmaction - INFO - Epoch [79][2160/3757] lr: 7.879e-02, eta: 6 days, 12:12:19, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5742, loss_cls: 3.0220, loss: 3.0220, grad_norm: 2.3777 2020-07-26 17:03:17,394 - mmaction - INFO - Epoch [79][2180/3757] lr: 7.879e-02, eta: 6 days, 12:11:59, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5984, loss_cls: 3.0200, loss: 3.0200, grad_norm: 2.3865 2020-07-26 17:03:33,112 - mmaction - INFO - Epoch [79][2200/3757] lr: 7.879e-02, eta: 6 days, 12:11:38, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6070, loss_cls: 2.9371, loss: 2.9371, grad_norm: 2.3691 2020-07-26 17:03:48,873 - mmaction - INFO - Epoch [79][2220/3757] lr: 7.879e-02, eta: 6 days, 12:11:17, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5867, loss_cls: 3.0656, loss: 3.0656, grad_norm: 2.4365 2020-07-26 17:04:04,773 - mmaction - INFO - Epoch [79][2240/3757] lr: 7.879e-02, eta: 6 days, 12:10:56, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5875, loss_cls: 3.0731, loss: 3.0731, grad_norm: 2.4466 2020-07-26 17:04:20,553 - mmaction - INFO - Epoch [79][2260/3757] lr: 7.879e-02, eta: 6 days, 12:10:36, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6266, loss_cls: 2.8721, loss: 2.8721, grad_norm: 2.3682 2020-07-26 17:04:36,279 - mmaction - INFO - Epoch [79][2280/3757] lr: 7.879e-02, eta: 6 days, 12:10:15, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5758, loss_cls: 3.0850, loss: 3.0850, grad_norm: 2.4914 2020-07-26 17:04:52,026 - mmaction - INFO - Epoch [79][2300/3757] lr: 7.879e-02, eta: 6 days, 12:09:54, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6094, loss_cls: 2.9807, loss: 2.9807, grad_norm: 2.4087 2020-07-26 17:05:07,825 - mmaction - INFO - Epoch [79][2320/3757] lr: 7.879e-02, eta: 6 days, 12:09:34, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6023, loss_cls: 3.0268, loss: 3.0268, grad_norm: 2.3289 2020-07-26 17:05:23,506 - mmaction - INFO - Epoch [79][2340/3757] lr: 7.879e-02, eta: 6 days, 12:09:12, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5820, loss_cls: 3.0988, loss: 3.0988, grad_norm: 2.4025 2020-07-26 17:05:39,342 - mmaction - INFO - Epoch [79][2360/3757] lr: 7.879e-02, eta: 6 days, 12:08:52, time: 0.792, data_time: 0.011, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5883, loss_cls: 3.0660, loss: 3.0660, grad_norm: 2.3929 2020-07-26 17:05:55,183 - mmaction - INFO - Epoch [79][2380/3757] lr: 7.879e-02, eta: 6 days, 12:08:32, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5828, loss_cls: 3.0811, loss: 3.0811, grad_norm: 2.4025 2020-07-26 17:06:10,964 - mmaction - INFO - Epoch [79][2400/3757] lr: 7.879e-02, eta: 6 days, 12:08:11, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5922, loss_cls: 3.0005, loss: 3.0005, grad_norm: 2.3782 2020-07-26 17:06:26,745 - mmaction - INFO - Epoch [79][2420/3757] lr: 7.879e-02, eta: 6 days, 12:07:50, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5742, loss_cls: 3.1331, loss: 3.1331, grad_norm: 2.4142 2020-07-26 17:06:42,597 - mmaction - INFO - Epoch [79][2440/3757] lr: 7.879e-02, eta: 6 days, 12:07:30, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6234, loss_cls: 2.9557, loss: 2.9557, grad_norm: 2.4386 2020-07-26 17:06:58,485 - mmaction - INFO - Epoch [79][2460/3757] lr: 7.879e-02, eta: 6 days, 12:07:09, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5672, loss_cls: 3.1176, loss: 3.1176, grad_norm: 2.4329 2020-07-26 17:07:14,569 - mmaction - INFO - Epoch [79][2480/3757] lr: 7.879e-02, eta: 6 days, 12:06:50, time: 0.804, data_time: 0.013, memory: 6196, top1_acc: 0.3578, top5_acc: 0.5844, loss_cls: 3.0119, loss: 3.0119, grad_norm: 2.3029 2020-07-26 17:07:30,303 - mmaction - INFO - Epoch [79][2500/3757] lr: 7.879e-02, eta: 6 days, 12:06:29, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 3.0051, loss: 3.0051, grad_norm: 2.4418 2020-07-26 17:07:46,059 - mmaction - INFO - Epoch [79][2520/3757] lr: 7.879e-02, eta: 6 days, 12:06:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6008, loss_cls: 3.0346, loss: 3.0346, grad_norm: 2.3943 2020-07-26 17:08:01,801 - mmaction - INFO - Epoch [79][2540/3757] lr: 7.879e-02, eta: 6 days, 12:05:47, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5930, loss_cls: 3.0268, loss: 3.0268, grad_norm: 2.3686 2020-07-26 17:08:17,559 - mmaction - INFO - Epoch [79][2560/3757] lr: 7.879e-02, eta: 6 days, 12:05:27, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6000, loss_cls: 3.0224, loss: 3.0224, grad_norm: 2.3984 2020-07-26 17:08:33,449 - mmaction - INFO - Epoch [79][2580/3757] lr: 7.879e-02, eta: 6 days, 12:05:06, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6242, loss_cls: 2.8951, loss: 2.8951, grad_norm: 2.4089 2020-07-26 17:08:49,191 - mmaction - INFO - Epoch [79][2600/3757] lr: 7.879e-02, eta: 6 days, 12:04:45, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 2.9756, loss: 2.9756, grad_norm: 2.3662 2020-07-26 17:09:04,922 - mmaction - INFO - Epoch [79][2620/3757] lr: 7.879e-02, eta: 6 days, 12:04:25, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5766, loss_cls: 3.0902, loss: 3.0902, grad_norm: 2.3798 2020-07-26 17:09:20,670 - mmaction - INFO - Epoch [79][2640/3757] lr: 7.879e-02, eta: 6 days, 12:04:04, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 3.0443, loss: 3.0443, grad_norm: 2.4028 2020-07-26 17:09:36,419 - mmaction - INFO - Epoch [79][2660/3757] lr: 7.879e-02, eta: 6 days, 12:03:43, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6062, loss_cls: 2.8941, loss: 2.8941, grad_norm: 2.3359 2020-07-26 17:09:52,712 - mmaction - INFO - Epoch [79][2680/3757] lr: 7.879e-02, eta: 6 days, 12:03:24, time: 0.814, data_time: 0.021, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5906, loss_cls: 2.9919, loss: 2.9919, grad_norm: 2.3342 2020-07-26 17:10:08,449 - mmaction - INFO - Epoch [79][2700/3757] lr: 7.879e-02, eta: 6 days, 12:03:03, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5977, loss_cls: 2.9938, loss: 2.9938, grad_norm: 2.3354 2020-07-26 17:10:24,199 - mmaction - INFO - Epoch [79][2720/3757] lr: 7.879e-02, eta: 6 days, 12:02:43, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5867, loss_cls: 3.0201, loss: 3.0201, grad_norm: 2.4782 2020-07-26 17:10:40,016 - mmaction - INFO - Epoch [79][2740/3757] lr: 7.879e-02, eta: 6 days, 12:02:22, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5977, loss_cls: 3.0018, loss: 3.0018, grad_norm: 2.3643 2020-07-26 17:10:55,844 - mmaction - INFO - Epoch [79][2760/3757] lr: 7.879e-02, eta: 6 days, 12:02:02, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5875, loss_cls: 3.0836, loss: 3.0836, grad_norm: 2.3672 2020-07-26 17:11:11,619 - mmaction - INFO - Epoch [79][2780/3757] lr: 7.879e-02, eta: 6 days, 12:01:41, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6031, loss_cls: 2.9455, loss: 2.9455, grad_norm: 2.3735 2020-07-26 17:11:27,431 - mmaction - INFO - Epoch [79][2800/3757] lr: 7.879e-02, eta: 6 days, 12:01:20, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6078, loss_cls: 2.9757, loss: 2.9757, grad_norm: 2.4090 2020-07-26 17:11:43,253 - mmaction - INFO - Epoch [79][2820/3757] lr: 7.879e-02, eta: 6 days, 12:01:00, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.9651, loss: 2.9651, grad_norm: 2.3888 2020-07-26 17:11:58,996 - mmaction - INFO - Epoch [79][2840/3757] lr: 7.879e-02, eta: 6 days, 12:00:39, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5891, loss_cls: 3.0361, loss: 3.0361, grad_norm: 2.3894 2020-07-26 17:12:14,836 - mmaction - INFO - Epoch [79][2860/3757] lr: 7.879e-02, eta: 6 days, 12:00:18, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5922, loss_cls: 2.9994, loss: 2.9994, grad_norm: 2.3937 2020-07-26 17:12:30,670 - mmaction - INFO - Epoch [79][2880/3757] lr: 7.879e-02, eta: 6 days, 11:59:58, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6016, loss_cls: 3.0412, loss: 3.0412, grad_norm: 2.4508 2020-07-26 17:12:46,473 - mmaction - INFO - Epoch [79][2900/3757] lr: 7.879e-02, eta: 6 days, 11:59:37, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5961, loss_cls: 3.0314, loss: 3.0314, grad_norm: 2.3995 2020-07-26 17:13:02,235 - mmaction - INFO - Epoch [79][2920/3757] lr: 7.879e-02, eta: 6 days, 11:59:17, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5898, loss_cls: 3.0487, loss: 3.0487, grad_norm: 2.4309 2020-07-26 17:13:18,068 - mmaction - INFO - Epoch [79][2940/3757] lr: 7.879e-02, eta: 6 days, 11:58:56, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5852, loss_cls: 3.0502, loss: 3.0502, grad_norm: 2.3850 2020-07-26 17:13:33,872 - mmaction - INFO - Epoch [79][2960/3757] lr: 7.879e-02, eta: 6 days, 11:58:36, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5953, loss_cls: 3.0602, loss: 3.0602, grad_norm: 2.3881 2020-07-26 17:13:49,622 - mmaction - INFO - Epoch [79][2980/3757] lr: 7.879e-02, eta: 6 days, 11:58:15, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6164, loss_cls: 2.9037, loss: 2.9037, grad_norm: 2.3408 2020-07-26 17:14:05,452 - mmaction - INFO - Epoch [79][3000/3757] lr: 7.879e-02, eta: 6 days, 11:57:54, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5859, loss_cls: 3.0189, loss: 3.0189, grad_norm: 2.4126 2020-07-26 17:14:21,318 - mmaction - INFO - Epoch [79][3020/3757] lr: 7.879e-02, eta: 6 days, 11:57:34, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5945, loss_cls: 2.9572, loss: 2.9572, grad_norm: 2.3795 2020-07-26 17:14:37,093 - mmaction - INFO - Epoch [79][3040/3757] lr: 7.879e-02, eta: 6 days, 11:57:13, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5984, loss_cls: 3.0047, loss: 3.0047, grad_norm: 2.4284 2020-07-26 17:14:53,010 - mmaction - INFO - Epoch [79][3060/3757] lr: 7.879e-02, eta: 6 days, 11:56:53, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5859, loss_cls: 3.0791, loss: 3.0791, grad_norm: 2.4508 2020-07-26 17:15:08,808 - mmaction - INFO - Epoch [79][3080/3757] lr: 7.879e-02, eta: 6 days, 11:56:33, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6117, loss_cls: 3.0077, loss: 3.0077, grad_norm: 2.3415 2020-07-26 17:15:24,555 - mmaction - INFO - Epoch [79][3100/3757] lr: 7.879e-02, eta: 6 days, 11:56:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5844, loss_cls: 3.0353, loss: 3.0353, grad_norm: 2.4225 2020-07-26 17:15:40,336 - mmaction - INFO - Epoch [79][3120/3757] lr: 7.879e-02, eta: 6 days, 11:55:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6086, loss_cls: 2.9620, loss: 2.9620, grad_norm: 2.3477 2020-07-26 17:15:56,125 - mmaction - INFO - Epoch [79][3140/3757] lr: 7.879e-02, eta: 6 days, 11:55:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8527, loss: 2.8527, grad_norm: 2.4324 2020-07-26 17:16:12,188 - mmaction - INFO - Epoch [79][3160/3757] lr: 7.879e-02, eta: 6 days, 11:55:11, time: 0.802, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5664, loss_cls: 3.1374, loss: 3.1374, grad_norm: 2.4352 2020-07-26 17:16:27,996 - mmaction - INFO - Epoch [79][3180/3757] lr: 7.879e-02, eta: 6 days, 11:54:50, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6070, loss_cls: 2.9409, loss: 2.9409, grad_norm: 2.4095 2020-07-26 17:16:43,792 - mmaction - INFO - Epoch [79][3200/3757] lr: 7.879e-02, eta: 6 days, 11:54:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5742, loss_cls: 3.0890, loss: 3.0890, grad_norm: 2.4678 2020-07-26 17:16:59,650 - mmaction - INFO - Epoch [79][3220/3757] lr: 7.879e-02, eta: 6 days, 11:54:09, time: 0.793, data_time: 0.007, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5992, loss_cls: 2.9789, loss: 2.9789, grad_norm: 2.4162 2020-07-26 17:17:15,437 - mmaction - INFO - Epoch [79][3240/3757] lr: 7.879e-02, eta: 6 days, 11:53:49, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5805, loss_cls: 3.0713, loss: 3.0713, grad_norm: 2.3909 2020-07-26 17:17:31,180 - mmaction - INFO - Epoch [79][3260/3757] lr: 7.879e-02, eta: 6 days, 11:53:28, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6156, loss_cls: 2.9229, loss: 2.9229, grad_norm: 2.3616 2020-07-26 17:17:46,960 - mmaction - INFO - Epoch [79][3280/3757] lr: 7.879e-02, eta: 6 days, 11:53:07, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5867, loss_cls: 3.0484, loss: 3.0484, grad_norm: 2.4811 2020-07-26 17:18:02,703 - mmaction - INFO - Epoch [79][3300/3757] lr: 7.879e-02, eta: 6 days, 11:52:46, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5836, loss_cls: 3.0285, loss: 3.0285, grad_norm: 2.3853 2020-07-26 17:18:18,506 - mmaction - INFO - Epoch [79][3320/3757] lr: 7.879e-02, eta: 6 days, 11:52:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.0338, loss: 3.0338, grad_norm: 2.2799 2020-07-26 17:18:34,754 - mmaction - INFO - Epoch [79][3340/3757] lr: 7.879e-02, eta: 6 days, 11:52:07, time: 0.813, data_time: 0.023, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6039, loss_cls: 3.0017, loss: 3.0017, grad_norm: 2.3329 2020-07-26 17:18:50,539 - mmaction - INFO - Epoch [79][3360/3757] lr: 7.879e-02, eta: 6 days, 11:51:46, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5844, loss_cls: 3.1073, loss: 3.1073, grad_norm: 2.4284 2020-07-26 17:19:06,401 - mmaction - INFO - Epoch [79][3380/3757] lr: 7.879e-02, eta: 6 days, 11:51:26, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5547, loss_cls: 3.1590, loss: 3.1590, grad_norm: 2.4299 2020-07-26 17:19:22,196 - mmaction - INFO - Epoch [79][3400/3757] lr: 7.879e-02, eta: 6 days, 11:51:05, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5930, loss_cls: 3.0299, loss: 3.0299, grad_norm: 2.4039 2020-07-26 17:19:37,944 - mmaction - INFO - Epoch [79][3420/3757] lr: 7.879e-02, eta: 6 days, 11:50:45, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6055, loss_cls: 2.9759, loss: 2.9759, grad_norm: 2.3661 2020-07-26 17:19:53,711 - mmaction - INFO - Epoch [79][3440/3757] lr: 7.879e-02, eta: 6 days, 11:50:24, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5844, loss_cls: 3.0604, loss: 3.0604, grad_norm: 2.3873 2020-07-26 17:20:09,576 - mmaction - INFO - Epoch [79][3460/3757] lr: 7.879e-02, eta: 6 days, 11:50:04, time: 0.793, data_time: 0.007, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5945, loss_cls: 3.0390, loss: 3.0390, grad_norm: 2.4278 2020-07-26 17:20:25,391 - mmaction - INFO - Epoch [79][3480/3757] lr: 7.879e-02, eta: 6 days, 11:49:43, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5953, loss_cls: 3.0477, loss: 3.0477, grad_norm: 2.3957 2020-07-26 17:20:41,179 - mmaction - INFO - Epoch [79][3500/3757] lr: 7.879e-02, eta: 6 days, 11:49:22, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6109, loss_cls: 2.9832, loss: 2.9832, grad_norm: 2.4012 2020-07-26 17:20:56,954 - mmaction - INFO - Epoch [79][3520/3757] lr: 7.879e-02, eta: 6 days, 11:49:02, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5875, loss_cls: 3.0477, loss: 3.0477, grad_norm: 2.3905 2020-07-26 17:21:12,785 - mmaction - INFO - Epoch [79][3540/3757] lr: 7.879e-02, eta: 6 days, 11:48:41, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5945, loss_cls: 2.9842, loss: 2.9842, grad_norm: 2.4575 2020-07-26 17:21:28,534 - mmaction - INFO - Epoch [79][3560/3757] lr: 7.879e-02, eta: 6 days, 11:48:21, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5953, loss_cls: 3.0485, loss: 3.0485, grad_norm: 2.4461 2020-07-26 17:21:44,296 - mmaction - INFO - Epoch [79][3580/3757] lr: 7.879e-02, eta: 6 days, 11:48:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5836, loss_cls: 3.0208, loss: 3.0208, grad_norm: 2.4134 2020-07-26 17:22:00,148 - mmaction - INFO - Epoch [79][3600/3757] lr: 7.879e-02, eta: 6 days, 11:47:39, time: 0.792, data_time: 0.010, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5914, loss_cls: 3.0524, loss: 3.0524, grad_norm: 2.3882 2020-07-26 17:22:15,918 - mmaction - INFO - Epoch [79][3620/3757] lr: 7.879e-02, eta: 6 days, 11:47:19, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5883, loss_cls: 3.0648, loss: 3.0648, grad_norm: 2.3790 2020-07-26 17:22:31,675 - mmaction - INFO - Epoch [79][3640/3757] lr: 7.879e-02, eta: 6 days, 11:46:58, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5766, loss_cls: 3.0877, loss: 3.0877, grad_norm: 2.3706 2020-07-26 17:22:47,508 - mmaction - INFO - Epoch [79][3660/3757] lr: 7.879e-02, eta: 6 days, 11:46:38, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5883, loss_cls: 3.0298, loss: 3.0298, grad_norm: 2.3217 2020-07-26 17:23:03,345 - mmaction - INFO - Epoch [79][3680/3757] lr: 7.879e-02, eta: 6 days, 11:46:17, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5914, loss_cls: 3.0098, loss: 3.0098, grad_norm: 2.4246 2020-07-26 17:23:19,269 - mmaction - INFO - Epoch [79][3700/3757] lr: 7.879e-02, eta: 6 days, 11:45:57, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5758, loss_cls: 3.1349, loss: 3.1349, grad_norm: 2.4064 2020-07-26 17:23:34,984 - mmaction - INFO - Epoch [79][3720/3757] lr: 7.879e-02, eta: 6 days, 11:45:36, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5711, loss_cls: 3.0518, loss: 3.0518, grad_norm: 2.3427 2020-07-26 17:23:50,711 - mmaction - INFO - Epoch [79][3740/3757] lr: 7.879e-02, eta: 6 days, 11:45:15, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6078, loss_cls: 2.9777, loss: 2.9777, grad_norm: 2.3551 2020-07-26 17:27:25,537 - mmaction - INFO - Epoch [80][20/3757] lr: 7.829e-02, eta: 6 days, 11:54:05, time: 9.638, data_time: 8.735, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 3.0424, loss: 3.0424, grad_norm: 2.4063 2020-07-26 17:27:41,321 - mmaction - INFO - Epoch [80][40/3757] lr: 7.829e-02, eta: 6 days, 11:53:44, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6008, loss_cls: 2.9834, loss: 2.9834, grad_norm: 2.3805 2020-07-26 17:27:57,083 - mmaction - INFO - Epoch [80][60/3757] lr: 7.829e-02, eta: 6 days, 11:53:23, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.5984, loss_cls: 2.9593, loss: 2.9593, grad_norm: 2.3398 2020-07-26 17:28:12,926 - mmaction - INFO - Epoch [80][80/3757] lr: 7.829e-02, eta: 6 days, 11:53:03, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6031, loss_cls: 2.9545, loss: 2.9545, grad_norm: 2.3703 2020-07-26 17:28:28,704 - mmaction - INFO - Epoch [80][100/3757] lr: 7.829e-02, eta: 6 days, 11:52:42, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6086, loss_cls: 2.9632, loss: 2.9632, grad_norm: 2.3973 2020-07-26 17:28:44,506 - mmaction - INFO - Epoch [80][120/3757] lr: 7.829e-02, eta: 6 days, 11:52:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5805, loss_cls: 3.0444, loss: 3.0444, grad_norm: 2.4397 2020-07-26 17:29:00,337 - mmaction - INFO - Epoch [80][140/3757] lr: 7.829e-02, eta: 6 days, 11:52:01, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6062, loss_cls: 2.8955, loss: 2.8955, grad_norm: 2.3886 2020-07-26 17:29:16,123 - mmaction - INFO - Epoch [80][160/3757] lr: 7.829e-02, eta: 6 days, 11:51:40, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6211, loss_cls: 2.9273, loss: 2.9273, grad_norm: 2.4370 2020-07-26 17:29:31,958 - mmaction - INFO - Epoch [80][180/3757] lr: 7.829e-02, eta: 6 days, 11:51:20, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5742, loss_cls: 3.0410, loss: 3.0410, grad_norm: 2.4073 2020-07-26 17:29:47,689 - mmaction - INFO - Epoch [80][200/3757] lr: 7.829e-02, eta: 6 days, 11:50:59, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6039, loss_cls: 2.9373, loss: 2.9373, grad_norm: 2.3916 2020-07-26 17:30:03,547 - mmaction - INFO - Epoch [80][220/3757] lr: 7.829e-02, eta: 6 days, 11:50:39, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5961, loss_cls: 2.9821, loss: 2.9821, grad_norm: 2.4041 2020-07-26 17:30:19,339 - mmaction - INFO - Epoch [80][240/3757] lr: 7.829e-02, eta: 6 days, 11:50:18, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5891, loss_cls: 2.9772, loss: 2.9772, grad_norm: 2.4373 2020-07-26 17:30:35,102 - mmaction - INFO - Epoch [80][260/3757] lr: 7.829e-02, eta: 6 days, 11:49:57, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6070, loss_cls: 2.9608, loss: 2.9608, grad_norm: 2.3622 2020-07-26 17:30:50,872 - mmaction - INFO - Epoch [80][280/3757] lr: 7.829e-02, eta: 6 days, 11:49:36, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5953, loss_cls: 3.0357, loss: 3.0357, grad_norm: 2.3357 2020-07-26 17:31:06,682 - mmaction - INFO - Epoch [80][300/3757] lr: 7.829e-02, eta: 6 days, 11:49:16, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3781, top5_acc: 0.5875, loss_cls: 2.9753, loss: 2.9753, grad_norm: 2.3716 2020-07-26 17:31:22,582 - mmaction - INFO - Epoch [80][320/3757] lr: 7.829e-02, eta: 6 days, 11:48:56, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5984, loss_cls: 3.0621, loss: 3.0621, grad_norm: 2.4207 2020-07-26 17:31:38,534 - mmaction - INFO - Epoch [80][340/3757] lr: 7.829e-02, eta: 6 days, 11:48:36, time: 0.799, data_time: 0.005, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.9355, loss: 2.9355, grad_norm: 2.3801 2020-07-26 17:31:54,194 - mmaction - INFO - Epoch [80][360/3757] lr: 7.829e-02, eta: 6 days, 11:48:14, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6141, loss_cls: 2.9782, loss: 2.9782, grad_norm: 2.4575 2020-07-26 17:32:10,017 - mmaction - INFO - Epoch [80][380/3757] lr: 7.829e-02, eta: 6 days, 11:47:54, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5875, loss_cls: 3.0294, loss: 3.0294, grad_norm: 2.3963 2020-07-26 17:32:25,844 - mmaction - INFO - Epoch [80][400/3757] lr: 7.829e-02, eta: 6 days, 11:47:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5961, loss_cls: 3.0773, loss: 3.0773, grad_norm: 2.4051 2020-07-26 17:32:41,658 - mmaction - INFO - Epoch [80][420/3757] lr: 7.829e-02, eta: 6 days, 11:47:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6094, loss_cls: 2.9092, loss: 2.9092, grad_norm: 2.3501 2020-07-26 17:32:57,439 - mmaction - INFO - Epoch [80][440/3757] lr: 7.829e-02, eta: 6 days, 11:46:52, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6086, loss_cls: 2.9437, loss: 2.9437, grad_norm: 2.4401 2020-07-26 17:33:13,193 - mmaction - INFO - Epoch [80][460/3757] lr: 7.829e-02, eta: 6 days, 11:46:31, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5766, loss_cls: 3.0779, loss: 3.0779, grad_norm: 2.4308 2020-07-26 17:33:29,010 - mmaction - INFO - Epoch [80][480/3757] lr: 7.829e-02, eta: 6 days, 11:46:11, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5758, loss_cls: 3.0643, loss: 3.0643, grad_norm: 2.4092 2020-07-26 17:33:44,796 - mmaction - INFO - Epoch [80][500/3757] lr: 7.829e-02, eta: 6 days, 11:45:50, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6039, loss_cls: 2.9865, loss: 2.9865, grad_norm: 2.3986 2020-07-26 17:34:00,591 - mmaction - INFO - Epoch [80][520/3757] lr: 7.829e-02, eta: 6 days, 11:45:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5984, loss_cls: 3.0137, loss: 3.0137, grad_norm: 2.4121 2020-07-26 17:34:16,351 - mmaction - INFO - Epoch [80][540/3757] lr: 7.829e-02, eta: 6 days, 11:45:09, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 2.9449, loss: 2.9449, grad_norm: 2.3942 2020-07-26 17:34:32,156 - mmaction - INFO - Epoch [80][560/3757] lr: 7.829e-02, eta: 6 days, 11:44:48, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6195, loss_cls: 2.9400, loss: 2.9400, grad_norm: 2.4372 2020-07-26 17:34:48,068 - mmaction - INFO - Epoch [80][580/3757] lr: 7.829e-02, eta: 6 days, 11:44:28, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6117, loss_cls: 2.9618, loss: 2.9618, grad_norm: 2.4362 2020-07-26 17:35:03,915 - mmaction - INFO - Epoch [80][600/3757] lr: 7.829e-02, eta: 6 days, 11:44:08, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5969, loss_cls: 3.0277, loss: 3.0277, grad_norm: 2.4310 2020-07-26 17:35:19,653 - mmaction - INFO - Epoch [80][620/3757] lr: 7.829e-02, eta: 6 days, 11:43:47, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5789, loss_cls: 3.0546, loss: 3.0546, grad_norm: 2.3711 2020-07-26 17:35:35,514 - mmaction - INFO - Epoch [80][640/3757] lr: 7.829e-02, eta: 6 days, 11:43:26, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5805, loss_cls: 3.0790, loss: 3.0790, grad_norm: 2.4507 2020-07-26 17:35:51,319 - mmaction - INFO - Epoch [80][660/3757] lr: 7.829e-02, eta: 6 days, 11:43:06, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6062, loss_cls: 2.9788, loss: 2.9788, grad_norm: 2.3526 2020-07-26 17:36:07,177 - mmaction - INFO - Epoch [80][680/3757] lr: 7.829e-02, eta: 6 days, 11:42:45, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6102, loss_cls: 2.8943, loss: 2.8943, grad_norm: 2.4052 2020-07-26 17:36:22,941 - mmaction - INFO - Epoch [80][700/3757] lr: 7.829e-02, eta: 6 days, 11:42:25, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3656, top5_acc: 0.5813, loss_cls: 3.0350, loss: 3.0350, grad_norm: 2.3740 2020-07-26 17:36:38,870 - mmaction - INFO - Epoch [80][720/3757] lr: 7.829e-02, eta: 6 days, 11:42:04, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5969, loss_cls: 3.0265, loss: 3.0265, grad_norm: 2.4009 2020-07-26 17:36:54,685 - mmaction - INFO - Epoch [80][740/3757] lr: 7.829e-02, eta: 6 days, 11:41:44, time: 0.793, data_time: 0.006, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6016, loss_cls: 2.9982, loss: 2.9982, grad_norm: 2.3893 2020-07-26 17:37:10,448 - mmaction - INFO - Epoch [80][760/3757] lr: 7.829e-02, eta: 6 days, 11:41:23, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6234, loss_cls: 2.9484, loss: 2.9484, grad_norm: 2.4381 2020-07-26 17:37:26,324 - mmaction - INFO - Epoch [80][780/3757] lr: 7.829e-02, eta: 6 days, 11:41:03, time: 0.793, data_time: 0.008, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6195, loss_cls: 2.8924, loss: 2.8924, grad_norm: 2.4201 2020-07-26 17:37:42,169 - mmaction - INFO - Epoch [80][800/3757] lr: 7.829e-02, eta: 6 days, 11:40:42, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6016, loss_cls: 2.9516, loss: 2.9516, grad_norm: 2.4076 2020-07-26 17:37:57,981 - mmaction - INFO - Epoch [80][820/3757] lr: 7.829e-02, eta: 6 days, 11:40:22, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6039, loss_cls: 2.9646, loss: 2.9646, grad_norm: 2.3919 2020-07-26 17:38:13,697 - mmaction - INFO - Epoch [80][840/3757] lr: 7.829e-02, eta: 6 days, 11:40:01, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5898, loss_cls: 3.0199, loss: 3.0199, grad_norm: 2.4462 2020-07-26 17:38:29,508 - mmaction - INFO - Epoch [80][860/3757] lr: 7.829e-02, eta: 6 days, 11:39:41, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5711, loss_cls: 3.0569, loss: 3.0569, grad_norm: 2.3929 2020-07-26 17:38:45,714 - mmaction - INFO - Epoch [80][880/3757] lr: 7.829e-02, eta: 6 days, 11:39:21, time: 0.810, data_time: 0.022, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6141, loss_cls: 2.8904, loss: 2.8904, grad_norm: 2.4128 2020-07-26 17:39:01,442 - mmaction - INFO - Epoch [80][900/3757] lr: 7.829e-02, eta: 6 days, 11:39:01, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.5977, loss_cls: 2.9896, loss: 2.9896, grad_norm: 2.4854 2020-07-26 17:39:17,661 - mmaction - INFO - Epoch [80][920/3757] lr: 7.829e-02, eta: 6 days, 11:38:41, time: 0.811, data_time: 0.018, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5992, loss_cls: 2.9576, loss: 2.9576, grad_norm: 2.4304 2020-07-26 17:39:33,826 - mmaction - INFO - Epoch [80][940/3757] lr: 7.829e-02, eta: 6 days, 11:38:22, time: 0.808, data_time: 0.023, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5875, loss_cls: 3.0447, loss: 3.0447, grad_norm: 2.4116 2020-07-26 17:39:49,886 - mmaction - INFO - Epoch [80][960/3757] lr: 7.829e-02, eta: 6 days, 11:38:02, time: 0.804, data_time: 0.017, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6008, loss_cls: 2.9532, loss: 2.9532, grad_norm: 2.4424 2020-07-26 17:40:06,179 - mmaction - INFO - Epoch [80][980/3757] lr: 7.829e-02, eta: 6 days, 11:37:43, time: 0.814, data_time: 0.024, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6133, loss_cls: 2.9731, loss: 2.9731, grad_norm: 2.3682 2020-07-26 17:40:21,850 - mmaction - INFO - Epoch [80][1000/3757] lr: 7.829e-02, eta: 6 days, 11:37:22, time: 0.784, data_time: 0.002, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5914, loss_cls: 3.0602, loss: 3.0602, grad_norm: 2.4395 2020-07-26 17:40:37,638 - mmaction - INFO - Epoch [80][1020/3757] lr: 7.829e-02, eta: 6 days, 11:37:02, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5758, loss_cls: 3.0895, loss: 3.0895, grad_norm: 2.4229 2020-07-26 17:40:53,407 - mmaction - INFO - Epoch [80][1040/3757] lr: 7.829e-02, eta: 6 days, 11:36:41, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5883, loss_cls: 2.9541, loss: 2.9541, grad_norm: 2.3600 2020-07-26 17:41:09,231 - mmaction - INFO - Epoch [80][1060/3757] lr: 7.829e-02, eta: 6 days, 11:36:21, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5664, loss_cls: 3.0905, loss: 3.0905, grad_norm: 2.4722 2020-07-26 17:41:25,001 - mmaction - INFO - Epoch [80][1080/3757] lr: 7.829e-02, eta: 6 days, 11:36:00, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5687, loss_cls: 3.1908, loss: 3.1908, grad_norm: 2.4115 2020-07-26 17:41:41,319 - mmaction - INFO - Epoch [80][1100/3757] lr: 7.829e-02, eta: 6 days, 11:35:41, time: 0.816, data_time: 0.020, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6031, loss_cls: 2.9907, loss: 2.9907, grad_norm: 2.3433 2020-07-26 17:41:57,132 - mmaction - INFO - Epoch [80][1120/3757] lr: 7.829e-02, eta: 6 days, 11:35:21, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5922, loss_cls: 3.0176, loss: 3.0176, grad_norm: 2.4828 2020-07-26 17:42:13,224 - mmaction - INFO - Epoch [80][1140/3757] lr: 7.829e-02, eta: 6 days, 11:35:01, time: 0.806, data_time: 0.005, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5773, loss_cls: 3.0814, loss: 3.0814, grad_norm: 2.4405 2020-07-26 17:42:29,211 - mmaction - INFO - Epoch [80][1160/3757] lr: 7.829e-02, eta: 6 days, 11:34:41, time: 0.800, data_time: 0.001, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5938, loss_cls: 3.0063, loss: 3.0063, grad_norm: 2.3124 2020-07-26 17:42:45,224 - mmaction - INFO - Epoch [80][1180/3757] lr: 7.829e-02, eta: 6 days, 11:34:21, time: 0.801, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5711, loss_cls: 3.0201, loss: 3.0201, grad_norm: 2.3689 2020-07-26 17:43:01,079 - mmaction - INFO - Epoch [80][1200/3757] lr: 7.829e-02, eta: 6 days, 11:34:01, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6141, loss_cls: 2.9339, loss: 2.9339, grad_norm: 2.3891 2020-07-26 17:43:16,819 - mmaction - INFO - Epoch [80][1220/3757] lr: 7.829e-02, eta: 6 days, 11:33:40, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5859, loss_cls: 3.0100, loss: 3.0100, grad_norm: 2.5007 2020-07-26 17:43:32,571 - mmaction - INFO - Epoch [80][1240/3757] lr: 7.829e-02, eta: 6 days, 11:33:19, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6047, loss_cls: 2.9779, loss: 2.9779, grad_norm: 2.4459 2020-07-26 17:43:48,311 - mmaction - INFO - Epoch [80][1260/3757] lr: 7.829e-02, eta: 6 days, 11:32:59, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5797, loss_cls: 3.0260, loss: 3.0260, grad_norm: 2.3991 2020-07-26 17:44:04,160 - mmaction - INFO - Epoch [80][1280/3757] lr: 7.829e-02, eta: 6 days, 11:32:38, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5898, loss_cls: 2.9504, loss: 2.9504, grad_norm: 2.4200 2020-07-26 17:44:19,898 - mmaction - INFO - Epoch [80][1300/3757] lr: 7.829e-02, eta: 6 days, 11:32:17, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.5992, loss_cls: 2.9632, loss: 2.9632, grad_norm: 2.3905 2020-07-26 17:44:35,761 - mmaction - INFO - Epoch [80][1320/3757] lr: 7.829e-02, eta: 6 days, 11:31:57, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6148, loss_cls: 2.9317, loss: 2.9317, grad_norm: 2.4299 2020-07-26 17:44:51,618 - mmaction - INFO - Epoch [80][1340/3757] lr: 7.829e-02, eta: 6 days, 11:31:37, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5992, loss_cls: 3.0358, loss: 3.0358, grad_norm: 2.3985 2020-07-26 17:45:07,418 - mmaction - INFO - Epoch [80][1360/3757] lr: 7.829e-02, eta: 6 days, 11:31:16, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6125, loss_cls: 2.9626, loss: 2.9626, grad_norm: 2.3621 2020-07-26 17:45:23,198 - mmaction - INFO - Epoch [80][1380/3757] lr: 7.829e-02, eta: 6 days, 11:30:56, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6109, loss_cls: 2.9487, loss: 2.9487, grad_norm: 2.5070 2020-07-26 17:45:38,993 - mmaction - INFO - Epoch [80][1400/3757] lr: 7.829e-02, eta: 6 days, 11:30:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.5984, loss_cls: 2.9749, loss: 2.9749, grad_norm: 2.4902 2020-07-26 17:45:54,834 - mmaction - INFO - Epoch [80][1420/3757] lr: 7.829e-02, eta: 6 days, 11:30:14, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5922, loss_cls: 3.0032, loss: 3.0032, grad_norm: 2.4582 2020-07-26 17:46:10,628 - mmaction - INFO - Epoch [80][1440/3757] lr: 7.829e-02, eta: 6 days, 11:29:54, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6023, loss_cls: 3.0069, loss: 3.0069, grad_norm: 2.3523 2020-07-26 17:46:26,456 - mmaction - INFO - Epoch [80][1460/3757] lr: 7.829e-02, eta: 6 days, 11:29:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6281, loss_cls: 2.8884, loss: 2.8884, grad_norm: 2.4825 2020-07-26 17:46:42,276 - mmaction - INFO - Epoch [80][1480/3757] lr: 7.829e-02, eta: 6 days, 11:29:13, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6047, loss_cls: 2.9182, loss: 2.9182, grad_norm: 2.4324 2020-07-26 17:46:58,198 - mmaction - INFO - Epoch [80][1500/3757] lr: 7.829e-02, eta: 6 days, 11:28:53, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.9710, loss: 2.9710, grad_norm: 2.4120 2020-07-26 17:47:13,919 - mmaction - INFO - Epoch [80][1520/3757] lr: 7.829e-02, eta: 6 days, 11:28:32, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5938, loss_cls: 3.0258, loss: 3.0258, grad_norm: 2.4762 2020-07-26 17:47:29,757 - mmaction - INFO - Epoch [80][1540/3757] lr: 7.829e-02, eta: 6 days, 11:28:12, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5828, loss_cls: 3.0554, loss: 3.0554, grad_norm: 2.4215 2020-07-26 17:47:45,550 - mmaction - INFO - Epoch [80][1560/3757] lr: 7.829e-02, eta: 6 days, 11:27:51, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.6031, loss_cls: 2.9924, loss: 2.9924, grad_norm: 2.4257 2020-07-26 17:48:01,374 - mmaction - INFO - Epoch [80][1580/3757] lr: 7.829e-02, eta: 6 days, 11:27:30, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6047, loss_cls: 2.9856, loss: 2.9856, grad_norm: 2.4817 2020-07-26 17:48:17,097 - mmaction - INFO - Epoch [80][1600/3757] lr: 7.829e-02, eta: 6 days, 11:27:10, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5719, loss_cls: 3.0535, loss: 3.0535, grad_norm: 2.3963 2020-07-26 17:48:32,996 - mmaction - INFO - Epoch [80][1620/3757] lr: 7.829e-02, eta: 6 days, 11:26:49, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6016, loss_cls: 2.9439, loss: 2.9439, grad_norm: 2.4036 2020-07-26 17:48:48,750 - mmaction - INFO - Epoch [80][1640/3757] lr: 7.829e-02, eta: 6 days, 11:26:29, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6117, loss_cls: 2.9231, loss: 2.9231, grad_norm: 2.4438 2020-07-26 17:49:04,478 - mmaction - INFO - Epoch [80][1660/3757] lr: 7.829e-02, eta: 6 days, 11:26:08, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.1512, loss: 3.1512, grad_norm: 2.4798 2020-07-26 17:49:20,326 - mmaction - INFO - Epoch [80][1680/3757] lr: 7.829e-02, eta: 6 days, 11:25:48, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5734, loss_cls: 3.0630, loss: 3.0630, grad_norm: 2.3382 2020-07-26 17:49:36,195 - mmaction - INFO - Epoch [80][1700/3757] lr: 7.829e-02, eta: 6 days, 11:25:27, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5883, loss_cls: 3.0293, loss: 3.0293, grad_norm: 2.4853 2020-07-26 17:49:51,928 - mmaction - INFO - Epoch [80][1720/3757] lr: 7.829e-02, eta: 6 days, 11:25:06, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.9205, loss: 2.9205, grad_norm: 2.4574 2020-07-26 17:50:07,825 - mmaction - INFO - Epoch [80][1740/3757] lr: 7.829e-02, eta: 6 days, 11:24:46, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6180, loss_cls: 2.9016, loss: 2.9016, grad_norm: 2.3870 2020-07-26 17:50:23,619 - mmaction - INFO - Epoch [80][1760/3757] lr: 7.829e-02, eta: 6 days, 11:24:26, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5883, loss_cls: 2.9817, loss: 2.9817, grad_norm: 2.4495 2020-07-26 17:50:39,404 - mmaction - INFO - Epoch [80][1780/3757] lr: 7.829e-02, eta: 6 days, 11:24:05, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5969, loss_cls: 3.0315, loss: 3.0315, grad_norm: 2.4183 2020-07-26 17:50:55,255 - mmaction - INFO - Epoch [80][1800/3757] lr: 7.829e-02, eta: 6 days, 11:23:45, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5984, loss_cls: 3.0374, loss: 3.0374, grad_norm: 2.4475 2020-07-26 17:51:11,071 - mmaction - INFO - Epoch [80][1820/3757] lr: 7.829e-02, eta: 6 days, 11:23:24, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5961, loss_cls: 3.0554, loss: 3.0554, grad_norm: 2.4456 2020-07-26 17:51:26,855 - mmaction - INFO - Epoch [80][1840/3757] lr: 7.829e-02, eta: 6 days, 11:23:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5875, loss_cls: 2.9813, loss: 2.9813, grad_norm: 2.3797 2020-07-26 17:51:42,704 - mmaction - INFO - Epoch [80][1860/3757] lr: 7.829e-02, eta: 6 days, 11:22:43, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5883, loss_cls: 3.0296, loss: 3.0296, grad_norm: 2.3838 2020-07-26 17:51:58,552 - mmaction - INFO - Epoch [80][1880/3757] lr: 7.829e-02, eta: 6 days, 11:22:23, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5969, loss_cls: 3.0084, loss: 3.0084, grad_norm: 2.3976 2020-07-26 17:52:14,332 - mmaction - INFO - Epoch [80][1900/3757] lr: 7.829e-02, eta: 6 days, 11:22:02, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6000, loss_cls: 3.0620, loss: 3.0620, grad_norm: 2.4774 2020-07-26 17:52:30,132 - mmaction - INFO - Epoch [80][1920/3757] lr: 7.829e-02, eta: 6 days, 11:21:42, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5930, loss_cls: 3.0010, loss: 3.0010, grad_norm: 2.4285 2020-07-26 17:52:45,926 - mmaction - INFO - Epoch [80][1940/3757] lr: 7.829e-02, eta: 6 days, 11:21:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5648, loss_cls: 3.1212, loss: 3.1212, grad_norm: 2.4280 2020-07-26 17:53:01,775 - mmaction - INFO - Epoch [80][1960/3757] lr: 7.829e-02, eta: 6 days, 11:21:01, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.6086, loss_cls: 2.9969, loss: 2.9969, grad_norm: 2.3927 2020-07-26 17:53:17,575 - mmaction - INFO - Epoch [80][1980/3757] lr: 7.829e-02, eta: 6 days, 11:20:40, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6023, loss_cls: 2.9604, loss: 2.9604, grad_norm: 2.3515 2020-07-26 17:53:33,323 - mmaction - INFO - Epoch [80][2000/3757] lr: 7.829e-02, eta: 6 days, 11:20:20, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5977, loss_cls: 3.0165, loss: 3.0165, grad_norm: 2.4006 2020-07-26 17:53:49,109 - mmaction - INFO - Epoch [80][2020/3757] lr: 7.829e-02, eta: 6 days, 11:19:59, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6156, loss_cls: 2.9284, loss: 2.9284, grad_norm: 2.3941 2020-07-26 17:54:04,894 - mmaction - INFO - Epoch [80][2040/3757] lr: 7.829e-02, eta: 6 days, 11:19:38, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5742, loss_cls: 3.0780, loss: 3.0780, grad_norm: 2.3813 2020-07-26 17:54:20,672 - mmaction - INFO - Epoch [80][2060/3757] lr: 7.829e-02, eta: 6 days, 11:19:18, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6039, loss_cls: 2.9774, loss: 2.9774, grad_norm: 2.3913 2020-07-26 17:54:36,430 - mmaction - INFO - Epoch [80][2080/3757] lr: 7.829e-02, eta: 6 days, 11:18:57, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6055, loss_cls: 2.9759, loss: 2.9759, grad_norm: 2.5047 2020-07-26 17:54:52,178 - mmaction - INFO - Epoch [80][2100/3757] lr: 7.829e-02, eta: 6 days, 11:18:36, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.6031, loss_cls: 2.9973, loss: 2.9973, grad_norm: 2.4500 2020-07-26 17:55:07,997 - mmaction - INFO - Epoch [80][2120/3757] lr: 7.829e-02, eta: 6 days, 11:18:16, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5859, loss_cls: 2.9978, loss: 2.9978, grad_norm: 2.4633 2020-07-26 17:55:24,161 - mmaction - INFO - Epoch [80][2140/3757] lr: 7.829e-02, eta: 6 days, 11:17:57, time: 0.808, data_time: 0.023, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6055, loss_cls: 2.9655, loss: 2.9655, grad_norm: 2.3682 2020-07-26 17:55:39,904 - mmaction - INFO - Epoch [80][2160/3757] lr: 7.829e-02, eta: 6 days, 11:17:36, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5844, loss_cls: 3.0188, loss: 3.0188, grad_norm: 2.4398 2020-07-26 17:55:55,684 - mmaction - INFO - Epoch [80][2180/3757] lr: 7.829e-02, eta: 6 days, 11:17:15, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5836, loss_cls: 3.0934, loss: 3.0934, grad_norm: 2.4198 2020-07-26 17:56:11,437 - mmaction - INFO - Epoch [80][2200/3757] lr: 7.829e-02, eta: 6 days, 11:16:55, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6078, loss_cls: 2.9950, loss: 2.9950, grad_norm: 2.3802 2020-07-26 17:56:27,166 - mmaction - INFO - Epoch [80][2220/3757] lr: 7.829e-02, eta: 6 days, 11:16:34, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6039, loss_cls: 3.0311, loss: 3.0311, grad_norm: 2.3934 2020-07-26 17:56:43,012 - mmaction - INFO - Epoch [80][2240/3757] lr: 7.829e-02, eta: 6 days, 11:16:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5922, loss_cls: 3.0236, loss: 3.0236, grad_norm: 2.4273 2020-07-26 17:56:59,145 - mmaction - INFO - Epoch [80][2260/3757] lr: 7.829e-02, eta: 6 days, 11:15:54, time: 0.807, data_time: 0.021, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6000, loss_cls: 2.9557, loss: 2.9557, grad_norm: 2.3886 2020-07-26 17:57:14,829 - mmaction - INFO - Epoch [80][2280/3757] lr: 7.829e-02, eta: 6 days, 11:15:33, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6047, loss_cls: 2.9502, loss: 2.9502, grad_norm: 2.3887 2020-07-26 17:57:30,693 - mmaction - INFO - Epoch [80][2300/3757] lr: 7.829e-02, eta: 6 days, 11:15:13, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5961, loss_cls: 3.0275, loss: 3.0275, grad_norm: 2.4079 2020-07-26 17:57:46,719 - mmaction - INFO - Epoch [80][2320/3757] lr: 7.829e-02, eta: 6 days, 11:14:53, time: 0.801, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.0460, loss: 3.0460, grad_norm: 2.3983 2020-07-26 17:58:02,730 - mmaction - INFO - Epoch [80][2340/3757] lr: 7.829e-02, eta: 6 days, 11:14:33, time: 0.801, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5852, loss_cls: 3.0572, loss: 3.0572, grad_norm: 2.4061 2020-07-26 17:58:18,513 - mmaction - INFO - Epoch [80][2360/3757] lr: 7.829e-02, eta: 6 days, 11:14:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6078, loss_cls: 2.9499, loss: 2.9499, grad_norm: 2.3624 2020-07-26 17:58:34,258 - mmaction - INFO - Epoch [80][2380/3757] lr: 7.829e-02, eta: 6 days, 11:13:52, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5984, loss_cls: 2.9917, loss: 2.9917, grad_norm: 2.3690 2020-07-26 17:58:50,438 - mmaction - INFO - Epoch [80][2400/3757] lr: 7.829e-02, eta: 6 days, 11:13:33, time: 0.808, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5844, loss_cls: 3.0712, loss: 3.0712, grad_norm: 2.4526 2020-07-26 17:59:06,222 - mmaction - INFO - Epoch [80][2420/3757] lr: 7.829e-02, eta: 6 days, 11:13:12, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5992, loss_cls: 2.9904, loss: 2.9904, grad_norm: 2.3548 2020-07-26 17:59:22,055 - mmaction - INFO - Epoch [80][2440/3757] lr: 7.829e-02, eta: 6 days, 11:12:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6109, loss_cls: 2.9503, loss: 2.9503, grad_norm: 2.3540 2020-07-26 17:59:37,910 - mmaction - INFO - Epoch [80][2460/3757] lr: 7.829e-02, eta: 6 days, 11:12:32, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6102, loss_cls: 3.0277, loss: 3.0277, grad_norm: 2.3637 2020-07-26 17:59:53,838 - mmaction - INFO - Epoch [80][2480/3757] lr: 7.829e-02, eta: 6 days, 11:12:12, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6055, loss_cls: 2.9269, loss: 2.9269, grad_norm: 2.3894 2020-07-26 18:00:15,985 - mmaction - INFO - Epoch [80][2500/3757] lr: 7.829e-02, eta: 6 days, 11:12:13, time: 1.106, data_time: 0.005, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6156, loss_cls: 2.9179, loss: 2.9179, grad_norm: 2.4194 2020-07-26 18:00:31,783 - mmaction - INFO - Epoch [80][2520/3757] lr: 7.829e-02, eta: 6 days, 11:11:52, time: 0.792, data_time: 0.007, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6094, loss_cls: 2.9397, loss: 2.9397, grad_norm: 2.4459 2020-07-26 18:00:47,515 - mmaction - INFO - Epoch [80][2540/3757] lr: 7.829e-02, eta: 6 days, 11:11:31, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6078, loss_cls: 2.9497, loss: 2.9497, grad_norm: 2.4414 2020-07-26 18:01:03,274 - mmaction - INFO - Epoch [80][2560/3757] lr: 7.829e-02, eta: 6 days, 11:11:11, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5758, loss_cls: 3.0558, loss: 3.0558, grad_norm: 2.4321 2020-07-26 18:01:19,060 - mmaction - INFO - Epoch [80][2580/3757] lr: 7.829e-02, eta: 6 days, 11:10:50, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5836, loss_cls: 3.0574, loss: 3.0574, grad_norm: 2.3847 2020-07-26 18:01:34,850 - mmaction - INFO - Epoch [80][2600/3757] lr: 7.829e-02, eta: 6 days, 11:10:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5945, loss_cls: 3.0001, loss: 3.0001, grad_norm: 2.3598 2020-07-26 18:01:50,566 - mmaction - INFO - Epoch [80][2620/3757] lr: 7.829e-02, eta: 6 days, 11:10:09, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 3.0306, loss: 3.0306, grad_norm: 2.4065 2020-07-26 18:02:06,754 - mmaction - INFO - Epoch [80][2640/3757] lr: 7.829e-02, eta: 6 days, 11:09:50, time: 0.809, data_time: 0.019, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6008, loss_cls: 2.9596, loss: 2.9596, grad_norm: 2.3996 2020-07-26 18:02:22,613 - mmaction - INFO - Epoch [80][2660/3757] lr: 7.829e-02, eta: 6 days, 11:09:29, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5977, loss_cls: 2.9623, loss: 2.9623, grad_norm: 2.3708 2020-07-26 18:02:38,297 - mmaction - INFO - Epoch [80][2680/3757] lr: 7.829e-02, eta: 6 days, 11:09:09, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6031, loss_cls: 2.9684, loss: 2.9684, grad_norm: 2.4113 2020-07-26 18:02:54,133 - mmaction - INFO - Epoch [80][2700/3757] lr: 7.829e-02, eta: 6 days, 11:08:48, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5906, loss_cls: 3.1045, loss: 3.1045, grad_norm: 2.3729 2020-07-26 18:03:09,954 - mmaction - INFO - Epoch [80][2720/3757] lr: 7.829e-02, eta: 6 days, 11:08:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 3.0716, loss: 3.0716, grad_norm: 2.4009 2020-07-26 18:03:25,731 - mmaction - INFO - Epoch [80][2740/3757] lr: 7.829e-02, eta: 6 days, 11:08:07, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5820, loss_cls: 3.1111, loss: 3.1111, grad_norm: 2.4282 2020-07-26 18:03:41,473 - mmaction - INFO - Epoch [80][2760/3757] lr: 7.829e-02, eta: 6 days, 11:07:46, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5828, loss_cls: 3.0121, loss: 3.0121, grad_norm: 2.3148 2020-07-26 18:03:57,236 - mmaction - INFO - Epoch [80][2780/3757] lr: 7.829e-02, eta: 6 days, 11:07:26, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6008, loss_cls: 2.9731, loss: 2.9731, grad_norm: 2.4035 2020-07-26 18:04:13,053 - mmaction - INFO - Epoch [80][2800/3757] lr: 7.829e-02, eta: 6 days, 11:07:05, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6031, loss_cls: 2.9598, loss: 2.9598, grad_norm: 2.3341 2020-07-26 18:04:28,843 - mmaction - INFO - Epoch [80][2820/3757] lr: 7.829e-02, eta: 6 days, 11:06:45, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6031, loss_cls: 3.0743, loss: 3.0743, grad_norm: 2.3787 2020-07-26 18:04:44,643 - mmaction - INFO - Epoch [80][2840/3757] lr: 7.829e-02, eta: 6 days, 11:06:24, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5922, loss_cls: 3.0485, loss: 3.0485, grad_norm: 2.3586 2020-07-26 18:05:00,421 - mmaction - INFO - Epoch [80][2860/3757] lr: 7.829e-02, eta: 6 days, 11:06:04, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5852, loss_cls: 3.0719, loss: 3.0719, grad_norm: 2.3919 2020-07-26 18:05:16,183 - mmaction - INFO - Epoch [80][2880/3757] lr: 7.829e-02, eta: 6 days, 11:05:43, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5953, loss_cls: 3.0473, loss: 3.0473, grad_norm: 2.3413 2020-07-26 18:05:31,984 - mmaction - INFO - Epoch [80][2900/3757] lr: 7.829e-02, eta: 6 days, 11:05:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5883, loss_cls: 3.0875, loss: 3.0875, grad_norm: 2.4143 2020-07-26 18:05:47,757 - mmaction - INFO - Epoch [80][2920/3757] lr: 7.829e-02, eta: 6 days, 11:05:02, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6273, loss_cls: 2.9297, loss: 2.9297, grad_norm: 2.3503 2020-07-26 18:06:04,014 - mmaction - INFO - Epoch [80][2940/3757] lr: 7.829e-02, eta: 6 days, 11:04:43, time: 0.813, data_time: 0.024, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5656, loss_cls: 3.1026, loss: 3.1026, grad_norm: 2.4311 2020-07-26 18:06:19,919 - mmaction - INFO - Epoch [80][2960/3757] lr: 7.829e-02, eta: 6 days, 11:04:23, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6008, loss_cls: 3.0115, loss: 3.0115, grad_norm: 2.3993 2020-07-26 18:06:35,704 - mmaction - INFO - Epoch [80][2980/3757] lr: 7.829e-02, eta: 6 days, 11:04:02, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5938, loss_cls: 2.9852, loss: 2.9852, grad_norm: 2.4902 2020-07-26 18:06:51,600 - mmaction - INFO - Epoch [80][3000/3757] lr: 7.829e-02, eta: 6 days, 11:03:42, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5922, loss_cls: 3.0915, loss: 3.0915, grad_norm: 2.4084 2020-07-26 18:07:07,411 - mmaction - INFO - Epoch [80][3020/3757] lr: 7.829e-02, eta: 6 days, 11:03:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6016, loss_cls: 3.0394, loss: 3.0394, grad_norm: 2.4239 2020-07-26 18:07:23,182 - mmaction - INFO - Epoch [80][3040/3757] lr: 7.829e-02, eta: 6 days, 11:03:01, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6016, loss_cls: 2.9548, loss: 2.9548, grad_norm: 2.3427 2020-07-26 18:07:39,014 - mmaction - INFO - Epoch [80][3060/3757] lr: 7.829e-02, eta: 6 days, 11:02:41, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6148, loss_cls: 2.9348, loss: 2.9348, grad_norm: 2.4135 2020-07-26 18:07:54,762 - mmaction - INFO - Epoch [80][3080/3757] lr: 7.829e-02, eta: 6 days, 11:02:20, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5859, loss_cls: 3.0409, loss: 3.0409, grad_norm: 2.4265 2020-07-26 18:08:10,534 - mmaction - INFO - Epoch [80][3100/3757] lr: 7.829e-02, eta: 6 days, 11:02:00, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6234, loss_cls: 2.9230, loss: 2.9230, grad_norm: 2.4209 2020-07-26 18:08:26,434 - mmaction - INFO - Epoch [80][3120/3757] lr: 7.829e-02, eta: 6 days, 11:01:40, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5938, loss_cls: 3.0254, loss: 3.0254, grad_norm: 2.4067 2020-07-26 18:08:42,232 - mmaction - INFO - Epoch [80][3140/3757] lr: 7.829e-02, eta: 6 days, 11:01:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5750, loss_cls: 3.0583, loss: 3.0583, grad_norm: 2.3959 2020-07-26 18:08:58,056 - mmaction - INFO - Epoch [80][3160/3757] lr: 7.829e-02, eta: 6 days, 11:00:59, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6109, loss_cls: 2.9549, loss: 2.9549, grad_norm: 2.3413 2020-07-26 18:09:13,892 - mmaction - INFO - Epoch [80][3180/3757] lr: 7.829e-02, eta: 6 days, 11:00:38, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5797, loss_cls: 3.0107, loss: 3.0107, grad_norm: 2.4259 2020-07-26 18:09:29,741 - mmaction - INFO - Epoch [80][3200/3757] lr: 7.829e-02, eta: 6 days, 11:00:18, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 3.0106, loss: 3.0106, grad_norm: 2.3527 2020-07-26 18:09:45,609 - mmaction - INFO - Epoch [80][3220/3757] lr: 7.829e-02, eta: 6 days, 10:59:58, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5961, loss_cls: 3.0192, loss: 3.0192, grad_norm: 2.4658 2020-07-26 18:10:01,442 - mmaction - INFO - Epoch [80][3240/3757] lr: 7.829e-02, eta: 6 days, 10:59:37, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6141, loss_cls: 2.9942, loss: 2.9942, grad_norm: 2.4292 2020-07-26 18:10:17,314 - mmaction - INFO - Epoch [80][3260/3757] lr: 7.829e-02, eta: 6 days, 10:59:17, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5734, loss_cls: 3.0875, loss: 3.0875, grad_norm: 2.3507 2020-07-26 18:10:33,112 - mmaction - INFO - Epoch [80][3280/3757] lr: 7.829e-02, eta: 6 days, 10:58:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.5969, loss_cls: 2.9486, loss: 2.9486, grad_norm: 2.3455 2020-07-26 18:10:49,001 - mmaction - INFO - Epoch [80][3300/3757] lr: 7.829e-02, eta: 6 days, 10:58:36, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5875, loss_cls: 3.0982, loss: 3.0982, grad_norm: 2.4035 2020-07-26 18:11:04,825 - mmaction - INFO - Epoch [80][3320/3757] lr: 7.829e-02, eta: 6 days, 10:58:16, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5938, loss_cls: 3.0709, loss: 3.0709, grad_norm: 2.3386 2020-07-26 18:11:20,561 - mmaction - INFO - Epoch [80][3340/3757] lr: 7.829e-02, eta: 6 days, 10:57:55, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5844, loss_cls: 3.0267, loss: 3.0267, grad_norm: 2.3095 2020-07-26 18:11:36,359 - mmaction - INFO - Epoch [80][3360/3757] lr: 7.829e-02, eta: 6 days, 10:57:35, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6047, loss_cls: 2.9877, loss: 2.9877, grad_norm: 2.3867 2020-07-26 18:11:52,262 - mmaction - INFO - Epoch [80][3380/3757] lr: 7.829e-02, eta: 6 days, 10:57:15, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6211, loss_cls: 2.8757, loss: 2.8757, grad_norm: 2.4499 2020-07-26 18:12:08,001 - mmaction - INFO - Epoch [80][3400/3757] lr: 7.829e-02, eta: 6 days, 10:56:54, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5977, loss_cls: 2.9721, loss: 2.9721, grad_norm: 2.4568 2020-07-26 18:12:23,676 - mmaction - INFO - Epoch [80][3420/3757] lr: 7.829e-02, eta: 6 days, 10:56:33, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5781, loss_cls: 3.0804, loss: 3.0804, grad_norm: 2.3922 2020-07-26 18:12:39,408 - mmaction - INFO - Epoch [80][3440/3757] lr: 7.829e-02, eta: 6 days, 10:56:13, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5969, loss_cls: 3.0098, loss: 3.0098, grad_norm: 2.4237 2020-07-26 18:12:55,245 - mmaction - INFO - Epoch [80][3460/3757] lr: 7.829e-02, eta: 6 days, 10:55:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6055, loss_cls: 3.0166, loss: 3.0166, grad_norm: 2.5085 2020-07-26 18:13:11,071 - mmaction - INFO - Epoch [80][3480/3757] lr: 7.829e-02, eta: 6 days, 10:55:32, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5773, loss_cls: 3.1443, loss: 3.1443, grad_norm: 2.4737 2020-07-26 18:13:26,893 - mmaction - INFO - Epoch [80][3500/3757] lr: 7.829e-02, eta: 6 days, 10:55:11, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6000, loss_cls: 3.0238, loss: 3.0238, grad_norm: 2.3987 2020-07-26 18:13:42,690 - mmaction - INFO - Epoch [80][3520/3757] lr: 7.829e-02, eta: 6 days, 10:54:51, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6039, loss_cls: 2.9623, loss: 2.9623, grad_norm: 2.3765 2020-07-26 18:13:58,475 - mmaction - INFO - Epoch [80][3540/3757] lr: 7.829e-02, eta: 6 days, 10:54:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6008, loss_cls: 2.9492, loss: 2.9492, grad_norm: 2.3636 2020-07-26 18:14:14,272 - mmaction - INFO - Epoch [80][3560/3757] lr: 7.829e-02, eta: 6 days, 10:54:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5922, loss_cls: 3.0009, loss: 3.0009, grad_norm: 2.3934 2020-07-26 18:14:30,092 - mmaction - INFO - Epoch [80][3580/3757] lr: 7.829e-02, eta: 6 days, 10:53:50, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6078, loss_cls: 2.8982, loss: 2.8982, grad_norm: 2.4175 2020-07-26 18:14:45,862 - mmaction - INFO - Epoch [80][3600/3757] lr: 7.829e-02, eta: 6 days, 10:53:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5695, loss_cls: 3.0408, loss: 3.0408, grad_norm: 2.5070 2020-07-26 18:15:01,672 - mmaction - INFO - Epoch [80][3620/3757] lr: 7.829e-02, eta: 6 days, 10:53:09, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5961, loss_cls: 2.9702, loss: 2.9702, grad_norm: 2.3444 2020-07-26 18:15:17,510 - mmaction - INFO - Epoch [80][3640/3757] lr: 7.829e-02, eta: 6 days, 10:52:48, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 3.0543, loss: 3.0543, grad_norm: 2.4136 2020-07-26 18:15:33,272 - mmaction - INFO - Epoch [80][3660/3757] lr: 7.829e-02, eta: 6 days, 10:52:28, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5836, loss_cls: 3.0749, loss: 3.0749, grad_norm: 2.3865 2020-07-26 18:15:49,049 - mmaction - INFO - Epoch [80][3680/3757] lr: 7.829e-02, eta: 6 days, 10:52:07, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6039, loss_cls: 2.9868, loss: 2.9868, grad_norm: 2.3686 2020-07-26 18:16:04,873 - mmaction - INFO - Epoch [80][3700/3757] lr: 7.829e-02, eta: 6 days, 10:51:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 2.9732, loss: 2.9732, grad_norm: 2.4220 2020-07-26 18:16:20,684 - mmaction - INFO - Epoch [80][3720/3757] lr: 7.829e-02, eta: 6 days, 10:51:26, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 3.0302, loss: 3.0302, grad_norm: 2.4784 2020-07-26 18:16:36,521 - mmaction - INFO - Epoch [80][3740/3757] lr: 7.829e-02, eta: 6 days, 10:51:06, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6102, loss_cls: 2.9489, loss: 2.9489, grad_norm: 2.5111 2020-07-26 18:16:58,299 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-07-26 18:20:14,918 - mmaction - INFO - Epoch [81][20/3757] lr: 7.778e-02, eta: 6 days, 10:59:50, time: 9.768, data_time: 8.891, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5797, loss_cls: 3.0515, loss: 3.0515, grad_norm: 2.4455 2020-07-26 18:20:30,742 - mmaction - INFO - Epoch [81][40/3757] lr: 7.778e-02, eta: 6 days, 10:59:30, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6031, loss_cls: 3.0219, loss: 3.0219, grad_norm: 2.4323 2020-07-26 18:20:46,521 - mmaction - INFO - Epoch [81][60/3757] lr: 7.778e-02, eta: 6 days, 10:59:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5961, loss_cls: 2.9794, loss: 2.9794, grad_norm: 2.3509 2020-07-26 18:21:02,344 - mmaction - INFO - Epoch [81][80/3757] lr: 7.778e-02, eta: 6 days, 10:58:49, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6023, loss_cls: 2.9880, loss: 2.9880, grad_norm: 2.4230 2020-07-26 18:21:18,067 - mmaction - INFO - Epoch [81][100/3757] lr: 7.778e-02, eta: 6 days, 10:58:28, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5898, loss_cls: 3.0265, loss: 3.0265, grad_norm: 2.4341 2020-07-26 18:21:33,867 - mmaction - INFO - Epoch [81][120/3757] lr: 7.778e-02, eta: 6 days, 10:58:08, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5945, loss_cls: 2.9449, loss: 2.9449, grad_norm: 2.3527 2020-07-26 18:21:49,744 - mmaction - INFO - Epoch [81][140/3757] lr: 7.778e-02, eta: 6 days, 10:57:47, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6047, loss_cls: 2.9711, loss: 2.9711, grad_norm: 2.3731 2020-07-26 18:22:05,599 - mmaction - INFO - Epoch [81][160/3757] lr: 7.778e-02, eta: 6 days, 10:57:27, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5773, loss_cls: 3.0631, loss: 3.0631, grad_norm: 2.5145 2020-07-26 18:22:21,330 - mmaction - INFO - Epoch [81][180/3757] lr: 7.778e-02, eta: 6 days, 10:57:06, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5992, loss_cls: 2.9835, loss: 2.9835, grad_norm: 2.4368 2020-07-26 18:22:37,102 - mmaction - INFO - Epoch [81][200/3757] lr: 7.778e-02, eta: 6 days, 10:56:46, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5914, loss_cls: 3.0017, loss: 3.0017, grad_norm: 2.4203 2020-07-26 18:22:52,990 - mmaction - INFO - Epoch [81][220/3757] lr: 7.778e-02, eta: 6 days, 10:56:25, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5984, loss_cls: 3.0193, loss: 3.0193, grad_norm: 2.3836 2020-07-26 18:23:08,877 - mmaction - INFO - Epoch [81][240/3757] lr: 7.778e-02, eta: 6 days, 10:56:05, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6109, loss_cls: 2.9560, loss: 2.9560, grad_norm: 2.3932 2020-07-26 18:23:24,767 - mmaction - INFO - Epoch [81][260/3757] lr: 7.778e-02, eta: 6 days, 10:55:45, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5805, loss_cls: 3.0268, loss: 3.0268, grad_norm: 2.3892 2020-07-26 18:23:40,512 - mmaction - INFO - Epoch [81][280/3757] lr: 7.778e-02, eta: 6 days, 10:55:24, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6156, loss_cls: 2.9413, loss: 2.9413, grad_norm: 2.3671 2020-07-26 18:23:56,355 - mmaction - INFO - Epoch [81][300/3757] lr: 7.778e-02, eta: 6 days, 10:55:04, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6023, loss_cls: 3.0026, loss: 3.0026, grad_norm: 2.4292 2020-07-26 18:24:12,169 - mmaction - INFO - Epoch [81][320/3757] lr: 7.778e-02, eta: 6 days, 10:54:43, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6062, loss_cls: 2.9884, loss: 2.9884, grad_norm: 2.4157 2020-07-26 18:24:27,942 - mmaction - INFO - Epoch [81][340/3757] lr: 7.778e-02, eta: 6 days, 10:54:23, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5961, loss_cls: 2.9863, loss: 2.9863, grad_norm: 2.4733 2020-07-26 18:24:43,838 - mmaction - INFO - Epoch [81][360/3757] lr: 7.778e-02, eta: 6 days, 10:54:03, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5789, loss_cls: 3.0642, loss: 3.0642, grad_norm: 2.3532 2020-07-26 18:24:59,669 - mmaction - INFO - Epoch [81][380/3757] lr: 7.778e-02, eta: 6 days, 10:53:42, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6117, loss_cls: 2.9784, loss: 2.9784, grad_norm: 2.3993 2020-07-26 18:25:15,557 - mmaction - INFO - Epoch [81][400/3757] lr: 7.778e-02, eta: 6 days, 10:53:22, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6219, loss_cls: 2.8854, loss: 2.8854, grad_norm: 2.4592 2020-07-26 18:25:31,390 - mmaction - INFO - Epoch [81][420/3757] lr: 7.778e-02, eta: 6 days, 10:53:02, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6086, loss_cls: 2.9954, loss: 2.9954, grad_norm: 2.4415 2020-07-26 18:25:47,143 - mmaction - INFO - Epoch [81][440/3757] lr: 7.778e-02, eta: 6 days, 10:52:41, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6094, loss_cls: 2.9651, loss: 2.9651, grad_norm: 2.3614 2020-07-26 18:26:02,950 - mmaction - INFO - Epoch [81][460/3757] lr: 7.778e-02, eta: 6 days, 10:52:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5977, loss_cls: 2.9461, loss: 2.9461, grad_norm: 2.3843 2020-07-26 18:26:18,783 - mmaction - INFO - Epoch [81][480/3757] lr: 7.778e-02, eta: 6 days, 10:52:00, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6008, loss_cls: 2.9371, loss: 2.9371, grad_norm: 2.3838 2020-07-26 18:26:34,626 - mmaction - INFO - Epoch [81][500/3757] lr: 7.778e-02, eta: 6 days, 10:51:40, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5891, loss_cls: 3.0561, loss: 3.0561, grad_norm: 2.5623 2020-07-26 18:26:50,396 - mmaction - INFO - Epoch [81][520/3757] lr: 7.778e-02, eta: 6 days, 10:51:19, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.6008, loss_cls: 3.0204, loss: 3.0204, grad_norm: 2.4395 2020-07-26 18:27:06,266 - mmaction - INFO - Epoch [81][540/3757] lr: 7.778e-02, eta: 6 days, 10:50:59, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5836, loss_cls: 3.0681, loss: 3.0681, grad_norm: 2.4421 2020-07-26 18:27:22,102 - mmaction - INFO - Epoch [81][560/3757] lr: 7.778e-02, eta: 6 days, 10:50:38, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5883, loss_cls: 3.0273, loss: 3.0273, grad_norm: 2.4071 2020-07-26 18:27:37,936 - mmaction - INFO - Epoch [81][580/3757] lr: 7.778e-02, eta: 6 days, 10:50:18, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.6109, loss_cls: 2.9913, loss: 2.9913, grad_norm: 2.4311 2020-07-26 18:27:53,765 - mmaction - INFO - Epoch [81][600/3757] lr: 7.778e-02, eta: 6 days, 10:49:58, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5930, loss_cls: 3.0204, loss: 3.0204, grad_norm: 2.4234 2020-07-26 18:28:09,573 - mmaction - INFO - Epoch [81][620/3757] lr: 7.778e-02, eta: 6 days, 10:49:37, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5906, loss_cls: 3.0520, loss: 3.0520, grad_norm: 2.4076 2020-07-26 18:28:25,804 - mmaction - INFO - Epoch [81][640/3757] lr: 7.778e-02, eta: 6 days, 10:49:18, time: 0.812, data_time: 0.025, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5961, loss_cls: 2.9848, loss: 2.9848, grad_norm: 2.4054 2020-07-26 18:28:41,681 - mmaction - INFO - Epoch [81][660/3757] lr: 7.778e-02, eta: 6 days, 10:48:58, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.5961, loss_cls: 2.9345, loss: 2.9345, grad_norm: 2.4119 2020-07-26 18:28:57,495 - mmaction - INFO - Epoch [81][680/3757] lr: 7.778e-02, eta: 6 days, 10:48:37, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5680, loss_cls: 3.0628, loss: 3.0628, grad_norm: 2.4200 2020-07-26 18:29:13,362 - mmaction - INFO - Epoch [81][700/3757] lr: 7.778e-02, eta: 6 days, 10:48:17, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6258, loss_cls: 2.8955, loss: 2.8955, grad_norm: 2.3850 2020-07-26 18:29:29,111 - mmaction - INFO - Epoch [81][720/3757] lr: 7.778e-02, eta: 6 days, 10:47:57, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5898, loss_cls: 3.0185, loss: 3.0185, grad_norm: 2.4071 2020-07-26 18:29:44,914 - mmaction - INFO - Epoch [81][740/3757] lr: 7.778e-02, eta: 6 days, 10:47:36, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6148, loss_cls: 2.9095, loss: 2.9095, grad_norm: 2.3871 2020-07-26 18:30:00,721 - mmaction - INFO - Epoch [81][760/3757] lr: 7.778e-02, eta: 6 days, 10:47:16, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5969, loss_cls: 3.0591, loss: 3.0591, grad_norm: 2.5013 2020-07-26 18:30:16,532 - mmaction - INFO - Epoch [81][780/3757] lr: 7.778e-02, eta: 6 days, 10:46:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5961, loss_cls: 2.9964, loss: 2.9964, grad_norm: 2.3896 2020-07-26 18:30:32,341 - mmaction - INFO - Epoch [81][800/3757] lr: 7.778e-02, eta: 6 days, 10:46:35, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5852, loss_cls: 2.9843, loss: 2.9843, grad_norm: 2.3459 2020-07-26 18:30:48,487 - mmaction - INFO - Epoch [81][820/3757] lr: 7.778e-02, eta: 6 days, 10:46:15, time: 0.807, data_time: 0.023, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5758, loss_cls: 3.0425, loss: 3.0425, grad_norm: 2.3542 2020-07-26 18:31:04,565 - mmaction - INFO - Epoch [81][840/3757] lr: 7.778e-02, eta: 6 days, 10:45:56, time: 0.804, data_time: 0.019, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5844, loss_cls: 2.9745, loss: 2.9745, grad_norm: 2.3871 2020-07-26 18:31:20,856 - mmaction - INFO - Epoch [81][860/3757] lr: 7.778e-02, eta: 6 days, 10:45:37, time: 0.815, data_time: 0.023, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5883, loss_cls: 2.9902, loss: 2.9902, grad_norm: 2.3878 2020-07-26 18:31:36,622 - mmaction - INFO - Epoch [81][880/3757] lr: 7.778e-02, eta: 6 days, 10:45:16, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6047, loss_cls: 3.0231, loss: 3.0231, grad_norm: 2.4860 2020-07-26 18:31:52,434 - mmaction - INFO - Epoch [81][900/3757] lr: 7.778e-02, eta: 6 days, 10:44:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5789, loss_cls: 3.0830, loss: 3.0830, grad_norm: 2.4971 2020-07-26 18:32:08,358 - mmaction - INFO - Epoch [81][920/3757] lr: 7.778e-02, eta: 6 days, 10:44:36, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6195, loss_cls: 2.9210, loss: 2.9210, grad_norm: 2.4316 2020-07-26 18:32:24,183 - mmaction - INFO - Epoch [81][940/3757] lr: 7.778e-02, eta: 6 days, 10:44:15, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5805, loss_cls: 3.0641, loss: 3.0641, grad_norm: 2.3461 2020-07-26 18:32:40,022 - mmaction - INFO - Epoch [81][960/3757] lr: 7.778e-02, eta: 6 days, 10:43:55, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5797, loss_cls: 3.0422, loss: 3.0422, grad_norm: 2.4006 2020-07-26 18:32:55,828 - mmaction - INFO - Epoch [81][980/3757] lr: 7.778e-02, eta: 6 days, 10:43:35, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6070, loss_cls: 2.9575, loss: 2.9575, grad_norm: 2.3729 2020-07-26 18:33:11,612 - mmaction - INFO - Epoch [81][1000/3757] lr: 7.778e-02, eta: 6 days, 10:43:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5555, loss_cls: 3.1425, loss: 3.1425, grad_norm: 2.4959 2020-07-26 18:33:27,424 - mmaction - INFO - Epoch [81][1020/3757] lr: 7.778e-02, eta: 6 days, 10:42:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5852, loss_cls: 3.0266, loss: 3.0266, grad_norm: 2.3987 2020-07-26 18:33:43,237 - mmaction - INFO - Epoch [81][1040/3757] lr: 7.778e-02, eta: 6 days, 10:42:33, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5992, loss_cls: 2.9361, loss: 2.9361, grad_norm: 2.4650 2020-07-26 18:33:59,629 - mmaction - INFO - Epoch [81][1060/3757] lr: 7.778e-02, eta: 6 days, 10:42:15, time: 0.820, data_time: 0.038, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5711, loss_cls: 3.0954, loss: 3.0954, grad_norm: 2.4317 2020-07-26 18:34:15,537 - mmaction - INFO - Epoch [81][1080/3757] lr: 7.778e-02, eta: 6 days, 10:41:55, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6109, loss_cls: 2.8771, loss: 2.8771, grad_norm: 2.3358 2020-07-26 18:34:31,307 - mmaction - INFO - Epoch [81][1100/3757] lr: 7.778e-02, eta: 6 days, 10:41:34, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6156, loss_cls: 2.9176, loss: 2.9176, grad_norm: 2.4445 2020-07-26 18:34:47,262 - mmaction - INFO - Epoch [81][1120/3757] lr: 7.778e-02, eta: 6 days, 10:41:14, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.3711, top5_acc: 0.5938, loss_cls: 2.9889, loss: 2.9889, grad_norm: 2.4300 2020-07-26 18:35:03,172 - mmaction - INFO - Epoch [81][1140/3757] lr: 7.778e-02, eta: 6 days, 10:40:54, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6016, loss_cls: 2.9021, loss: 2.9021, grad_norm: 2.3063 2020-07-26 18:35:18,851 - mmaction - INFO - Epoch [81][1160/3757] lr: 7.778e-02, eta: 6 days, 10:40:33, time: 0.784, data_time: 0.002, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6000, loss_cls: 3.0482, loss: 3.0482, grad_norm: 2.4001 2020-07-26 18:35:34,666 - mmaction - INFO - Epoch [81][1180/3757] lr: 7.778e-02, eta: 6 days, 10:40:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5898, loss_cls: 2.9875, loss: 2.9875, grad_norm: 2.3226 2020-07-26 18:35:50,460 - mmaction - INFO - Epoch [81][1200/3757] lr: 7.778e-02, eta: 6 days, 10:39:52, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5977, loss_cls: 3.0159, loss: 3.0159, grad_norm: 2.4081 2020-07-26 18:36:06,322 - mmaction - INFO - Epoch [81][1220/3757] lr: 7.778e-02, eta: 6 days, 10:39:32, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6109, loss_cls: 2.8921, loss: 2.8921, grad_norm: 2.4057 2020-07-26 18:36:22,123 - mmaction - INFO - Epoch [81][1240/3757] lr: 7.778e-02, eta: 6 days, 10:39:12, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5961, loss_cls: 2.9628, loss: 2.9628, grad_norm: 2.4175 2020-07-26 18:36:38,368 - mmaction - INFO - Epoch [81][1260/3757] lr: 7.778e-02, eta: 6 days, 10:38:53, time: 0.812, data_time: 0.027, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5859, loss_cls: 3.0059, loss: 3.0059, grad_norm: 2.4410 2020-07-26 18:36:54,207 - mmaction - INFO - Epoch [81][1280/3757] lr: 7.778e-02, eta: 6 days, 10:38:32, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.6039, loss_cls: 3.0118, loss: 3.0118, grad_norm: 2.4332 2020-07-26 18:37:09,955 - mmaction - INFO - Epoch [81][1300/3757] lr: 7.778e-02, eta: 6 days, 10:38:11, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6078, loss_cls: 2.9859, loss: 2.9859, grad_norm: 2.3882 2020-07-26 18:37:25,811 - mmaction - INFO - Epoch [81][1320/3757] lr: 7.778e-02, eta: 6 days, 10:37:51, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5805, loss_cls: 3.0301, loss: 3.0301, grad_norm: 2.4478 2020-07-26 18:37:41,632 - mmaction - INFO - Epoch [81][1340/3757] lr: 7.778e-02, eta: 6 days, 10:37:31, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5891, loss_cls: 3.0354, loss: 3.0354, grad_norm: 2.4309 2020-07-26 18:37:57,475 - mmaction - INFO - Epoch [81][1360/3757] lr: 7.778e-02, eta: 6 days, 10:37:11, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5992, loss_cls: 3.0035, loss: 3.0035, grad_norm: 2.4231 2020-07-26 18:38:13,367 - mmaction - INFO - Epoch [81][1380/3757] lr: 7.778e-02, eta: 6 days, 10:36:50, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6023, loss_cls: 2.9423, loss: 2.9423, grad_norm: 2.4340 2020-07-26 18:38:29,216 - mmaction - INFO - Epoch [81][1400/3757] lr: 7.778e-02, eta: 6 days, 10:36:30, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6289, loss_cls: 2.8550, loss: 2.8550, grad_norm: 2.3644 2020-07-26 18:38:45,075 - mmaction - INFO - Epoch [81][1420/3757] lr: 7.778e-02, eta: 6 days, 10:36:10, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5914, loss_cls: 3.0583, loss: 3.0583, grad_norm: 2.3949 2020-07-26 18:39:00,883 - mmaction - INFO - Epoch [81][1440/3757] lr: 7.778e-02, eta: 6 days, 10:35:49, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6258, loss_cls: 2.8928, loss: 2.8928, grad_norm: 2.3534 2020-07-26 18:39:16,735 - mmaction - INFO - Epoch [81][1460/3757] lr: 7.778e-02, eta: 6 days, 10:35:29, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6039, loss_cls: 2.9956, loss: 2.9956, grad_norm: 2.4346 2020-07-26 18:39:32,543 - mmaction - INFO - Epoch [81][1480/3757] lr: 7.778e-02, eta: 6 days, 10:35:09, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5914, loss_cls: 3.0192, loss: 3.0192, grad_norm: 2.3895 2020-07-26 18:39:48,374 - mmaction - INFO - Epoch [81][1500/3757] lr: 7.778e-02, eta: 6 days, 10:34:48, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6047, loss_cls: 2.9687, loss: 2.9687, grad_norm: 2.4231 2020-07-26 18:40:04,210 - mmaction - INFO - Epoch [81][1520/3757] lr: 7.778e-02, eta: 6 days, 10:34:28, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5953, loss_cls: 3.0141, loss: 3.0141, grad_norm: 2.4663 2020-07-26 18:40:19,969 - mmaction - INFO - Epoch [81][1540/3757] lr: 7.778e-02, eta: 6 days, 10:34:07, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5578, loss_cls: 3.1321, loss: 3.1321, grad_norm: 2.3948 2020-07-26 18:40:35,845 - mmaction - INFO - Epoch [81][1560/3757] lr: 7.778e-02, eta: 6 days, 10:33:47, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6211, loss_cls: 2.9642, loss: 2.9642, grad_norm: 2.3425 2020-07-26 18:40:51,693 - mmaction - INFO - Epoch [81][1580/3757] lr: 7.778e-02, eta: 6 days, 10:33:27, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5883, loss_cls: 2.9872, loss: 2.9872, grad_norm: 2.3226 2020-07-26 18:41:07,454 - mmaction - INFO - Epoch [81][1600/3757] lr: 7.778e-02, eta: 6 days, 10:33:06, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5844, loss_cls: 3.0568, loss: 3.0568, grad_norm: 2.4503 2020-07-26 18:41:23,286 - mmaction - INFO - Epoch [81][1620/3757] lr: 7.778e-02, eta: 6 days, 10:32:46, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5977, loss_cls: 3.0042, loss: 3.0042, grad_norm: 2.3980 2020-07-26 18:41:39,075 - mmaction - INFO - Epoch [81][1640/3757] lr: 7.778e-02, eta: 6 days, 10:32:25, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5945, loss_cls: 3.0037, loss: 3.0037, grad_norm: 2.4177 2020-07-26 18:41:54,938 - mmaction - INFO - Epoch [81][1660/3757] lr: 7.778e-02, eta: 6 days, 10:32:05, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 3.0077, loss: 3.0077, grad_norm: 2.4872 2020-07-26 18:42:10,817 - mmaction - INFO - Epoch [81][1680/3757] lr: 7.778e-02, eta: 6 days, 10:31:45, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5813, loss_cls: 3.0255, loss: 3.0255, grad_norm: 2.4909 2020-07-26 18:42:26,632 - mmaction - INFO - Epoch [81][1700/3757] lr: 7.778e-02, eta: 6 days, 10:31:25, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5891, loss_cls: 2.9640, loss: 2.9640, grad_norm: 2.4571 2020-07-26 18:42:42,484 - mmaction - INFO - Epoch [81][1720/3757] lr: 7.778e-02, eta: 6 days, 10:31:04, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6109, loss_cls: 2.9142, loss: 2.9142, grad_norm: 2.4002 2020-07-26 18:42:58,375 - mmaction - INFO - Epoch [81][1740/3757] lr: 7.778e-02, eta: 6 days, 10:30:44, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6078, loss_cls: 2.9896, loss: 2.9896, grad_norm: 2.3969 2020-07-26 18:43:14,206 - mmaction - INFO - Epoch [81][1760/3757] lr: 7.778e-02, eta: 6 days, 10:30:24, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6031, loss_cls: 2.9810, loss: 2.9810, grad_norm: 2.4794 2020-07-26 18:43:30,015 - mmaction - INFO - Epoch [81][1780/3757] lr: 7.778e-02, eta: 6 days, 10:30:03, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6047, loss_cls: 2.8850, loss: 2.8850, grad_norm: 2.4610 2020-07-26 18:43:45,865 - mmaction - INFO - Epoch [81][1800/3757] lr: 7.778e-02, eta: 6 days, 10:29:43, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5797, loss_cls: 3.1378, loss: 3.1378, grad_norm: 2.4529 2020-07-26 18:44:01,646 - mmaction - INFO - Epoch [81][1820/3757] lr: 7.778e-02, eta: 6 days, 10:29:23, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6164, loss_cls: 2.9075, loss: 2.9075, grad_norm: 2.3873 2020-07-26 18:44:17,489 - mmaction - INFO - Epoch [81][1840/3757] lr: 7.778e-02, eta: 6 days, 10:29:02, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5734, loss_cls: 3.1115, loss: 3.1115, grad_norm: 2.4710 2020-07-26 18:44:33,359 - mmaction - INFO - Epoch [81][1860/3757] lr: 7.778e-02, eta: 6 days, 10:28:42, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5719, loss_cls: 3.0954, loss: 3.0954, grad_norm: 2.3468 2020-07-26 18:44:49,184 - mmaction - INFO - Epoch [81][1880/3757] lr: 7.778e-02, eta: 6 days, 10:28:22, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3117, top5_acc: 0.6078, loss_cls: 3.0018, loss: 3.0018, grad_norm: 2.4460 2020-07-26 18:45:05,050 - mmaction - INFO - Epoch [81][1900/3757] lr: 7.778e-02, eta: 6 days, 10:28:02, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5906, loss_cls: 3.0055, loss: 3.0055, grad_norm: 2.4299 2020-07-26 18:45:20,825 - mmaction - INFO - Epoch [81][1920/3757] lr: 7.778e-02, eta: 6 days, 10:27:41, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5906, loss_cls: 3.0159, loss: 3.0159, grad_norm: 2.4189 2020-07-26 18:45:36,720 - mmaction - INFO - Epoch [81][1940/3757] lr: 7.778e-02, eta: 6 days, 10:27:21, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5930, loss_cls: 3.0464, loss: 3.0464, grad_norm: 2.4085 2020-07-26 18:45:53,069 - mmaction - INFO - Epoch [81][1960/3757] lr: 7.778e-02, eta: 6 days, 10:27:02, time: 0.818, data_time: 0.029, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 2.9626, loss: 2.9626, grad_norm: 2.3940 2020-07-26 18:46:08,857 - mmaction - INFO - Epoch [81][1980/3757] lr: 7.778e-02, eta: 6 days, 10:26:42, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5867, loss_cls: 3.0472, loss: 3.0472, grad_norm: 2.4389 2020-07-26 18:46:24,718 - mmaction - INFO - Epoch [81][2000/3757] lr: 7.778e-02, eta: 6 days, 10:26:22, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 2.9483, loss: 2.9483, grad_norm: 2.4232 2020-07-26 18:46:40,454 - mmaction - INFO - Epoch [81][2020/3757] lr: 7.778e-02, eta: 6 days, 10:26:01, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5859, loss_cls: 3.0325, loss: 3.0325, grad_norm: 2.3776 2020-07-26 18:46:56,251 - mmaction - INFO - Epoch [81][2040/3757] lr: 7.778e-02, eta: 6 days, 10:25:41, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6086, loss_cls: 2.9330, loss: 2.9330, grad_norm: 2.3462 2020-07-26 18:47:11,905 - mmaction - INFO - Epoch [81][2060/3757] lr: 7.778e-02, eta: 6 days, 10:25:20, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5828, loss_cls: 3.0437, loss: 3.0437, grad_norm: 2.3886 2020-07-26 18:47:27,690 - mmaction - INFO - Epoch [81][2080/3757] lr: 7.778e-02, eta: 6 days, 10:24:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6023, loss_cls: 2.9730, loss: 2.9730, grad_norm: 2.4226 2020-07-26 18:47:43,472 - mmaction - INFO - Epoch [81][2100/3757] lr: 7.778e-02, eta: 6 days, 10:24:39, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3063, top5_acc: 0.5680, loss_cls: 3.1855, loss: 3.1855, grad_norm: 2.4937 2020-07-26 18:47:59,245 - mmaction - INFO - Epoch [81][2120/3757] lr: 7.778e-02, eta: 6 days, 10:24:18, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6086, loss_cls: 2.9522, loss: 2.9522, grad_norm: 2.3603 2020-07-26 18:48:15,075 - mmaction - INFO - Epoch [81][2140/3757] lr: 7.778e-02, eta: 6 days, 10:23:58, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5922, loss_cls: 3.0331, loss: 3.0331, grad_norm: 2.4695 2020-07-26 18:48:30,875 - mmaction - INFO - Epoch [81][2160/3757] lr: 7.778e-02, eta: 6 days, 10:23:37, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 2.9832, loss: 2.9832, grad_norm: 2.4821 2020-07-26 18:48:46,684 - mmaction - INFO - Epoch [81][2180/3757] lr: 7.778e-02, eta: 6 days, 10:23:17, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.0993, loss: 3.0993, grad_norm: 2.4435 2020-07-26 18:49:02,470 - mmaction - INFO - Epoch [81][2200/3757] lr: 7.778e-02, eta: 6 days, 10:22:57, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5703, loss_cls: 3.1529, loss: 3.1529, grad_norm: 2.4278 2020-07-26 18:49:18,232 - mmaction - INFO - Epoch [81][2220/3757] lr: 7.778e-02, eta: 6 days, 10:22:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6023, loss_cls: 2.9849, loss: 2.9849, grad_norm: 2.3904 2020-07-26 18:49:34,046 - mmaction - INFO - Epoch [81][2240/3757] lr: 7.778e-02, eta: 6 days, 10:22:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.5930, loss_cls: 3.0224, loss: 3.0224, grad_norm: 2.3681 2020-07-26 18:49:49,961 - mmaction - INFO - Epoch [81][2260/3757] lr: 7.778e-02, eta: 6 days, 10:21:56, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5781, loss_cls: 3.0825, loss: 3.0825, grad_norm: 2.3697 2020-07-26 18:50:05,820 - mmaction - INFO - Epoch [81][2280/3757] lr: 7.778e-02, eta: 6 days, 10:21:35, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6141, loss_cls: 2.9373, loss: 2.9373, grad_norm: 2.3640 2020-07-26 18:50:21,531 - mmaction - INFO - Epoch [81][2300/3757] lr: 7.778e-02, eta: 6 days, 10:21:15, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5867, loss_cls: 3.0244, loss: 3.0244, grad_norm: 2.3968 2020-07-26 18:50:37,299 - mmaction - INFO - Epoch [81][2320/3757] lr: 7.778e-02, eta: 6 days, 10:20:54, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5906, loss_cls: 3.0233, loss: 3.0233, grad_norm: 2.3991 2020-07-26 18:50:53,132 - mmaction - INFO - Epoch [81][2340/3757] lr: 7.778e-02, eta: 6 days, 10:20:34, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5875, loss_cls: 3.0814, loss: 3.0814, grad_norm: 2.3784 2020-07-26 18:51:08,856 - mmaction - INFO - Epoch [81][2360/3757] lr: 7.778e-02, eta: 6 days, 10:20:13, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6102, loss_cls: 2.9918, loss: 2.9918, grad_norm: 2.3661 2020-07-26 18:51:24,687 - mmaction - INFO - Epoch [81][2380/3757] lr: 7.778e-02, eta: 6 days, 10:19:53, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6172, loss_cls: 2.9160, loss: 2.9160, grad_norm: 2.3742 2020-07-26 18:51:40,447 - mmaction - INFO - Epoch [81][2400/3757] lr: 7.778e-02, eta: 6 days, 10:19:32, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6070, loss_cls: 3.0131, loss: 3.0131, grad_norm: 2.4058 2020-07-26 18:51:56,182 - mmaction - INFO - Epoch [81][2420/3757] lr: 7.778e-02, eta: 6 days, 10:19:12, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5875, loss_cls: 3.0482, loss: 3.0482, grad_norm: 2.4109 2020-07-26 18:52:12,000 - mmaction - INFO - Epoch [81][2440/3757] lr: 7.778e-02, eta: 6 days, 10:18:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6109, loss_cls: 2.9404, loss: 2.9404, grad_norm: 2.4795 2020-07-26 18:52:27,813 - mmaction - INFO - Epoch [81][2460/3757] lr: 7.778e-02, eta: 6 days, 10:18:31, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6164, loss_cls: 2.9567, loss: 2.9567, grad_norm: 2.4033 2020-07-26 18:52:43,619 - mmaction - INFO - Epoch [81][2480/3757] lr: 7.778e-02, eta: 6 days, 10:18:11, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5797, loss_cls: 3.0472, loss: 3.0472, grad_norm: 2.4852 2020-07-26 18:52:59,431 - mmaction - INFO - Epoch [81][2500/3757] lr: 7.778e-02, eta: 6 days, 10:17:50, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5992, loss_cls: 2.9974, loss: 2.9974, grad_norm: 2.4167 2020-07-26 18:53:15,277 - mmaction - INFO - Epoch [81][2520/3757] lr: 7.778e-02, eta: 6 days, 10:17:30, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5961, loss_cls: 3.0202, loss: 3.0202, grad_norm: 2.4145 2020-07-26 18:53:31,103 - mmaction - INFO - Epoch [81][2540/3757] lr: 7.778e-02, eta: 6 days, 10:17:10, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5836, loss_cls: 3.0126, loss: 3.0126, grad_norm: 2.3917 2020-07-26 18:53:46,884 - mmaction - INFO - Epoch [81][2560/3757] lr: 7.778e-02, eta: 6 days, 10:16:49, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6336, loss_cls: 2.8719, loss: 2.8719, grad_norm: 2.4107 2020-07-26 18:54:02,724 - mmaction - INFO - Epoch [81][2580/3757] lr: 7.778e-02, eta: 6 days, 10:16:29, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5766, loss_cls: 3.0287, loss: 3.0287, grad_norm: 2.4585 2020-07-26 18:54:18,549 - mmaction - INFO - Epoch [81][2600/3757] lr: 7.778e-02, eta: 6 days, 10:16:09, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6125, loss_cls: 2.8888, loss: 2.8888, grad_norm: 2.3498 2020-07-26 18:54:34,337 - mmaction - INFO - Epoch [81][2620/3757] lr: 7.778e-02, eta: 6 days, 10:15:48, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5805, loss_cls: 3.0427, loss: 3.0427, grad_norm: 2.4304 2020-07-26 18:54:50,130 - mmaction - INFO - Epoch [81][2640/3757] lr: 7.778e-02, eta: 6 days, 10:15:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6008, loss_cls: 3.0298, loss: 3.0298, grad_norm: 2.3691 2020-07-26 18:55:05,969 - mmaction - INFO - Epoch [81][2660/3757] lr: 7.778e-02, eta: 6 days, 10:15:07, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5977, loss_cls: 3.0006, loss: 3.0006, grad_norm: 2.3614 2020-07-26 18:55:21,677 - mmaction - INFO - Epoch [81][2680/3757] lr: 7.778e-02, eta: 6 days, 10:14:47, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5984, loss_cls: 2.9553, loss: 2.9553, grad_norm: 2.3689 2020-07-26 18:55:37,474 - mmaction - INFO - Epoch [81][2700/3757] lr: 7.778e-02, eta: 6 days, 10:14:26, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5922, loss_cls: 2.9882, loss: 2.9882, grad_norm: 2.4122 2020-07-26 18:55:53,266 - mmaction - INFO - Epoch [81][2720/3757] lr: 7.778e-02, eta: 6 days, 10:14:06, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.5969, loss_cls: 2.9272, loss: 2.9272, grad_norm: 2.3448 2020-07-26 18:56:09,117 - mmaction - INFO - Epoch [81][2740/3757] lr: 7.778e-02, eta: 6 days, 10:13:46, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6156, loss_cls: 2.8959, loss: 2.8959, grad_norm: 2.4416 2020-07-26 18:56:24,921 - mmaction - INFO - Epoch [81][2760/3757] lr: 7.778e-02, eta: 6 days, 10:13:25, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5875, loss_cls: 3.0876, loss: 3.0876, grad_norm: 2.4876 2020-07-26 18:56:41,137 - mmaction - INFO - Epoch [81][2780/3757] lr: 7.778e-02, eta: 6 days, 10:13:06, time: 0.812, data_time: 0.020, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5945, loss_cls: 3.0410, loss: 3.0410, grad_norm: 2.3631 2020-07-26 18:56:57,052 - mmaction - INFO - Epoch [81][2800/3757] lr: 7.778e-02, eta: 6 days, 10:12:46, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6008, loss_cls: 2.9342, loss: 2.9342, grad_norm: 2.3324 2020-07-26 18:57:12,804 - mmaction - INFO - Epoch [81][2820/3757] lr: 7.778e-02, eta: 6 days, 10:12:26, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5711, loss_cls: 3.1051, loss: 3.1051, grad_norm: 2.4936 2020-07-26 18:57:29,230 - mmaction - INFO - Epoch [81][2840/3757] lr: 7.778e-02, eta: 6 days, 10:12:07, time: 0.822, data_time: 0.030, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5797, loss_cls: 3.1056, loss: 3.1056, grad_norm: 2.3938 2020-07-26 18:57:45,078 - mmaction - INFO - Epoch [81][2860/3757] lr: 7.778e-02, eta: 6 days, 10:11:47, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5891, loss_cls: 3.0370, loss: 3.0370, grad_norm: 2.3910 2020-07-26 18:58:00,901 - mmaction - INFO - Epoch [81][2880/3757] lr: 7.778e-02, eta: 6 days, 10:11:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6094, loss_cls: 2.9805, loss: 2.9805, grad_norm: 2.4556 2020-07-26 18:58:16,734 - mmaction - INFO - Epoch [81][2900/3757] lr: 7.778e-02, eta: 6 days, 10:11:06, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5867, loss_cls: 3.0705, loss: 3.0705, grad_norm: 2.4129 2020-07-26 18:58:32,484 - mmaction - INFO - Epoch [81][2920/3757] lr: 7.778e-02, eta: 6 days, 10:10:46, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5727, loss_cls: 3.0838, loss: 3.0838, grad_norm: 2.4300 2020-07-26 18:58:48,266 - mmaction - INFO - Epoch [81][2940/3757] lr: 7.778e-02, eta: 6 days, 10:10:25, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6000, loss_cls: 2.9705, loss: 2.9705, grad_norm: 2.4081 2020-07-26 18:59:04,084 - mmaction - INFO - Epoch [81][2960/3757] lr: 7.778e-02, eta: 6 days, 10:10:05, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6180, loss_cls: 2.9030, loss: 2.9030, grad_norm: 2.4464 2020-07-26 18:59:19,846 - mmaction - INFO - Epoch [81][2980/3757] lr: 7.778e-02, eta: 6 days, 10:09:45, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6008, loss_cls: 2.9223, loss: 2.9223, grad_norm: 2.4059 2020-07-26 18:59:35,643 - mmaction - INFO - Epoch [81][3000/3757] lr: 7.778e-02, eta: 6 days, 10:09:24, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5938, loss_cls: 2.9317, loss: 2.9317, grad_norm: 2.4532 2020-07-26 18:59:51,470 - mmaction - INFO - Epoch [81][3020/3757] lr: 7.778e-02, eta: 6 days, 10:09:04, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5891, loss_cls: 3.0545, loss: 3.0545, grad_norm: 2.4352 2020-07-26 19:00:12,323 - mmaction - INFO - Epoch [81][3040/3757] lr: 7.778e-02, eta: 6 days, 10:09:00, time: 1.037, data_time: 0.007, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5859, loss_cls: 2.9666, loss: 2.9666, grad_norm: 2.4459 2020-07-26 19:00:28,128 - mmaction - INFO - Epoch [81][3060/3757] lr: 7.778e-02, eta: 6 days, 10:08:40, time: 0.797, data_time: 0.010, memory: 6196, top1_acc: 0.3617, top5_acc: 0.5695, loss_cls: 3.0434, loss: 3.0434, grad_norm: 2.3364 2020-07-26 19:00:44,049 - mmaction - INFO - Epoch [81][3080/3757] lr: 7.778e-02, eta: 6 days, 10:08:20, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5828, loss_cls: 3.0570, loss: 3.0570, grad_norm: 2.3400 2020-07-26 19:00:59,927 - mmaction - INFO - Epoch [81][3100/3757] lr: 7.778e-02, eta: 6 days, 10:08:00, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5953, loss_cls: 3.0330, loss: 3.0330, grad_norm: 2.4688 2020-07-26 19:01:16,188 - mmaction - INFO - Epoch [81][3120/3757] lr: 7.778e-02, eta: 6 days, 10:07:41, time: 0.812, data_time: 0.026, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6141, loss_cls: 2.9094, loss: 2.9094, grad_norm: 2.4361 2020-07-26 19:01:31,973 - mmaction - INFO - Epoch [81][3140/3757] lr: 7.778e-02, eta: 6 days, 10:07:20, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.6148, loss_cls: 3.0074, loss: 3.0074, grad_norm: 2.5168 2020-07-26 19:01:47,699 - mmaction - INFO - Epoch [81][3160/3757] lr: 7.778e-02, eta: 6 days, 10:07:00, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5742, loss_cls: 3.1531, loss: 3.1531, grad_norm: 2.4557 2020-07-26 19:02:03,526 - mmaction - INFO - Epoch [81][3180/3757] lr: 7.778e-02, eta: 6 days, 10:06:40, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5938, loss_cls: 3.0298, loss: 3.0298, grad_norm: 2.4919 2020-07-26 19:02:19,424 - mmaction - INFO - Epoch [81][3200/3757] lr: 7.778e-02, eta: 6 days, 10:06:20, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 2.9611, loss: 2.9611, grad_norm: 2.3433 2020-07-26 19:02:35,165 - mmaction - INFO - Epoch [81][3220/3757] lr: 7.778e-02, eta: 6 days, 10:05:59, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5977, loss_cls: 2.9488, loss: 2.9488, grad_norm: 2.3446 2020-07-26 19:02:50,966 - mmaction - INFO - Epoch [81][3240/3757] lr: 7.778e-02, eta: 6 days, 10:05:39, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0998, loss: 3.0998, grad_norm: 2.3997 2020-07-26 19:03:06,757 - mmaction - INFO - Epoch [81][3260/3757] lr: 7.778e-02, eta: 6 days, 10:05:18, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6172, loss_cls: 2.8907, loss: 2.8907, grad_norm: 2.3615 2020-07-26 19:03:22,489 - mmaction - INFO - Epoch [81][3280/3757] lr: 7.778e-02, eta: 6 days, 10:04:58, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5781, loss_cls: 3.0527, loss: 3.0527, grad_norm: 2.4903 2020-07-26 19:03:38,325 - mmaction - INFO - Epoch [81][3300/3757] lr: 7.778e-02, eta: 6 days, 10:04:37, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5930, loss_cls: 3.0077, loss: 3.0077, grad_norm: 2.4373 2020-07-26 19:03:54,184 - mmaction - INFO - Epoch [81][3320/3757] lr: 7.778e-02, eta: 6 days, 10:04:17, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5687, loss_cls: 3.1889, loss: 3.1889, grad_norm: 2.3995 2020-07-26 19:04:09,965 - mmaction - INFO - Epoch [81][3340/3757] lr: 7.778e-02, eta: 6 days, 10:03:57, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5805, loss_cls: 3.1039, loss: 3.1039, grad_norm: 2.3726 2020-07-26 19:04:25,779 - mmaction - INFO - Epoch [81][3360/3757] lr: 7.778e-02, eta: 6 days, 10:03:36, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6023, loss_cls: 2.9748, loss: 2.9748, grad_norm: 2.3911 2020-07-26 19:04:41,499 - mmaction - INFO - Epoch [81][3380/3757] lr: 7.778e-02, eta: 6 days, 10:03:16, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5992, loss_cls: 2.9659, loss: 2.9659, grad_norm: 2.4116 2020-07-26 19:04:57,597 - mmaction - INFO - Epoch [81][3400/3757] lr: 7.778e-02, eta: 6 days, 10:02:56, time: 0.803, data_time: 0.016, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5922, loss_cls: 2.9650, loss: 2.9650, grad_norm: 2.4293 2020-07-26 19:05:13,423 - mmaction - INFO - Epoch [81][3420/3757] lr: 7.778e-02, eta: 6 days, 10:02:36, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6008, loss_cls: 2.9868, loss: 2.9868, grad_norm: 2.4536 2020-07-26 19:05:29,181 - mmaction - INFO - Epoch [81][3440/3757] lr: 7.778e-02, eta: 6 days, 10:02:16, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5922, loss_cls: 2.9684, loss: 2.9684, grad_norm: 2.3840 2020-07-26 19:05:44,953 - mmaction - INFO - Epoch [81][3460/3757] lr: 7.778e-02, eta: 6 days, 10:01:55, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6000, loss_cls: 2.9846, loss: 2.9846, grad_norm: 2.4137 2020-07-26 19:06:00,683 - mmaction - INFO - Epoch [81][3480/3757] lr: 7.778e-02, eta: 6 days, 10:01:35, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6062, loss_cls: 2.9570, loss: 2.9570, grad_norm: 2.3576 2020-07-26 19:06:16,523 - mmaction - INFO - Epoch [81][3500/3757] lr: 7.778e-02, eta: 6 days, 10:01:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6086, loss_cls: 2.9634, loss: 2.9634, grad_norm: 2.3948 2020-07-26 19:06:32,363 - mmaction - INFO - Epoch [81][3520/3757] lr: 7.778e-02, eta: 6 days, 10:00:54, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6039, loss_cls: 2.9843, loss: 2.9843, grad_norm: 2.3734 2020-07-26 19:06:48,187 - mmaction - INFO - Epoch [81][3540/3757] lr: 7.778e-02, eta: 6 days, 10:00:34, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6070, loss_cls: 2.8804, loss: 2.8804, grad_norm: 2.4220 2020-07-26 19:07:03,965 - mmaction - INFO - Epoch [81][3560/3757] lr: 7.778e-02, eta: 6 days, 10:00:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.5992, loss_cls: 2.9798, loss: 2.9798, grad_norm: 2.4467 2020-07-26 19:07:19,718 - mmaction - INFO - Epoch [81][3580/3757] lr: 7.778e-02, eta: 6 days, 9:59:53, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5938, loss_cls: 3.0056, loss: 3.0056, grad_norm: 2.4444 2020-07-26 19:07:35,509 - mmaction - INFO - Epoch [81][3600/3757] lr: 7.778e-02, eta: 6 days, 9:59:32, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.6031, loss_cls: 2.9871, loss: 2.9871, grad_norm: 2.4178 2020-07-26 19:07:51,290 - mmaction - INFO - Epoch [81][3620/3757] lr: 7.778e-02, eta: 6 days, 9:59:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6055, loss_cls: 2.9751, loss: 2.9751, grad_norm: 2.4454 2020-07-26 19:08:07,052 - mmaction - INFO - Epoch [81][3640/3757] lr: 7.778e-02, eta: 6 days, 9:58:52, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6008, loss_cls: 2.9409, loss: 2.9409, grad_norm: 2.3382 2020-07-26 19:08:22,789 - mmaction - INFO - Epoch [81][3660/3757] lr: 7.778e-02, eta: 6 days, 9:58:31, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5828, loss_cls: 2.9974, loss: 2.9974, grad_norm: 2.4190 2020-07-26 19:08:38,647 - mmaction - INFO - Epoch [81][3680/3757] lr: 7.778e-02, eta: 6 days, 9:58:11, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5781, loss_cls: 3.0344, loss: 3.0344, grad_norm: 2.4191 2020-07-26 19:08:54,868 - mmaction - INFO - Epoch [81][3700/3757] lr: 7.778e-02, eta: 6 days, 9:57:52, time: 0.811, data_time: 0.019, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.1008, loss: 3.1008, grad_norm: 2.4038 2020-07-26 19:09:10,667 - mmaction - INFO - Epoch [81][3720/3757] lr: 7.778e-02, eta: 6 days, 9:57:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6117, loss_cls: 2.9678, loss: 2.9678, grad_norm: 2.4011 2020-07-26 19:09:26,415 - mmaction - INFO - Epoch [81][3740/3757] lr: 7.778e-02, eta: 6 days, 9:57:11, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5961, loss_cls: 2.9893, loss: 2.9893, grad_norm: 2.3488 2020-07-26 19:13:01,268 - mmaction - INFO - Epoch [82][20/3757] lr: 7.727e-02, eta: 6 days, 10:05:34, time: 9.644, data_time: 8.750, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5891, loss_cls: 2.9855, loss: 2.9855, grad_norm: 2.3427 2020-07-26 19:13:17,069 - mmaction - INFO - Epoch [82][40/3757] lr: 7.727e-02, eta: 6 days, 10:05:13, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6109, loss_cls: 2.8915, loss: 2.8915, grad_norm: 2.4379 2020-07-26 19:13:32,960 - mmaction - INFO - Epoch [82][60/3757] lr: 7.727e-02, eta: 6 days, 10:04:53, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6141, loss_cls: 2.9602, loss: 2.9602, grad_norm: 2.4132 2020-07-26 19:13:48,826 - mmaction - INFO - Epoch [82][80/3757] lr: 7.727e-02, eta: 6 days, 10:04:33, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 2.9452, loss: 2.9452, grad_norm: 2.4620 2020-07-26 19:14:04,598 - mmaction - INFO - Epoch [82][100/3757] lr: 7.727e-02, eta: 6 days, 10:04:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.6141, loss_cls: 2.9203, loss: 2.9203, grad_norm: 2.4079 2020-07-26 19:14:20,437 - mmaction - INFO - Epoch [82][120/3757] lr: 7.727e-02, eta: 6 days, 10:03:52, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6047, loss_cls: 2.9602, loss: 2.9602, grad_norm: 2.4219 2020-07-26 19:14:36,216 - mmaction - INFO - Epoch [82][140/3757] lr: 7.727e-02, eta: 6 days, 10:03:31, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.5938, loss_cls: 3.0368, loss: 3.0368, grad_norm: 2.4241 2020-07-26 19:14:52,362 - mmaction - INFO - Epoch [82][160/3757] lr: 7.727e-02, eta: 6 days, 10:03:12, time: 0.808, data_time: 0.024, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 2.9846, loss: 2.9846, grad_norm: 2.3560 2020-07-26 19:15:08,585 - mmaction - INFO - Epoch [82][180/3757] lr: 7.727e-02, eta: 6 days, 10:02:53, time: 0.810, data_time: 0.016, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6016, loss_cls: 3.0132, loss: 3.0132, grad_norm: 2.4265 2020-07-26 19:15:24,411 - mmaction - INFO - Epoch [82][200/3757] lr: 7.727e-02, eta: 6 days, 10:02:33, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5820, loss_cls: 3.0744, loss: 3.0744, grad_norm: 2.4408 2020-07-26 19:15:40,491 - mmaction - INFO - Epoch [82][220/3757] lr: 7.727e-02, eta: 6 days, 10:02:13, time: 0.804, data_time: 0.018, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5703, loss_cls: 3.1161, loss: 3.1161, grad_norm: 2.4002 2020-07-26 19:15:56,291 - mmaction - INFO - Epoch [82][240/3757] lr: 7.727e-02, eta: 6 days, 10:01:53, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5945, loss_cls: 2.9922, loss: 2.9922, grad_norm: 2.3032 2020-07-26 19:16:12,100 - mmaction - INFO - Epoch [82][260/3757] lr: 7.727e-02, eta: 6 days, 10:01:33, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5977, loss_cls: 3.0293, loss: 3.0293, grad_norm: 2.3712 2020-07-26 19:16:28,319 - mmaction - INFO - Epoch [82][280/3757] lr: 7.727e-02, eta: 6 days, 10:01:13, time: 0.811, data_time: 0.022, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5687, loss_cls: 3.0842, loss: 3.0842, grad_norm: 2.4768 2020-07-26 19:16:44,348 - mmaction - INFO - Epoch [82][300/3757] lr: 7.727e-02, eta: 6 days, 10:00:54, time: 0.801, data_time: 0.015, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6055, loss_cls: 2.9742, loss: 2.9742, grad_norm: 2.3833 2020-07-26 19:17:00,520 - mmaction - INFO - Epoch [82][320/3757] lr: 7.727e-02, eta: 6 days, 10:00:35, time: 0.808, data_time: 0.022, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5930, loss_cls: 2.9927, loss: 2.9927, grad_norm: 2.4943 2020-07-26 19:17:16,659 - mmaction - INFO - Epoch [82][340/3757] lr: 7.727e-02, eta: 6 days, 10:00:15, time: 0.809, data_time: 0.019, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5891, loss_cls: 3.0408, loss: 3.0408, grad_norm: 2.4773 2020-07-26 19:17:32,420 - mmaction - INFO - Epoch [82][360/3757] lr: 7.727e-02, eta: 6 days, 9:59:55, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5984, loss_cls: 2.9828, loss: 2.9828, grad_norm: 2.3397 2020-07-26 19:17:48,244 - mmaction - INFO - Epoch [82][380/3757] lr: 7.727e-02, eta: 6 days, 9:59:34, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5781, loss_cls: 3.0676, loss: 3.0676, grad_norm: 2.3723 2020-07-26 19:18:04,100 - mmaction - INFO - Epoch [82][400/3757] lr: 7.727e-02, eta: 6 days, 9:59:14, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5953, loss_cls: 3.0240, loss: 3.0240, grad_norm: 2.3950 2020-07-26 19:18:19,886 - mmaction - INFO - Epoch [82][420/3757] lr: 7.727e-02, eta: 6 days, 9:58:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5922, loss_cls: 3.0243, loss: 3.0243, grad_norm: 2.3748 2020-07-26 19:18:35,824 - mmaction - INFO - Epoch [82][440/3757] lr: 7.727e-02, eta: 6 days, 9:58:34, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5703, loss_cls: 3.1315, loss: 3.1315, grad_norm: 2.4647 2020-07-26 19:18:51,608 - mmaction - INFO - Epoch [82][460/3757] lr: 7.727e-02, eta: 6 days, 9:58:13, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5836, loss_cls: 2.9991, loss: 2.9991, grad_norm: 2.4378 2020-07-26 19:19:07,623 - mmaction - INFO - Epoch [82][480/3757] lr: 7.727e-02, eta: 6 days, 9:57:54, time: 0.801, data_time: 0.012, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5898, loss_cls: 2.9910, loss: 2.9910, grad_norm: 2.3697 2020-07-26 19:19:23,454 - mmaction - INFO - Epoch [82][500/3757] lr: 7.727e-02, eta: 6 days, 9:57:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5984, loss_cls: 2.9790, loss: 2.9790, grad_norm: 2.3452 2020-07-26 19:19:39,323 - mmaction - INFO - Epoch [82][520/3757] lr: 7.727e-02, eta: 6 days, 9:57:13, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5992, loss_cls: 2.9593, loss: 2.9593, grad_norm: 2.3707 2020-07-26 19:19:55,161 - mmaction - INFO - Epoch [82][540/3757] lr: 7.727e-02, eta: 6 days, 9:56:53, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6047, loss_cls: 3.0017, loss: 3.0017, grad_norm: 2.4170 2020-07-26 19:20:10,985 - mmaction - INFO - Epoch [82][560/3757] lr: 7.727e-02, eta: 6 days, 9:56:33, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6031, loss_cls: 2.9318, loss: 2.9318, grad_norm: 2.3938 2020-07-26 19:20:26,816 - mmaction - INFO - Epoch [82][580/3757] lr: 7.727e-02, eta: 6 days, 9:56:12, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6070, loss_cls: 2.9754, loss: 2.9754, grad_norm: 2.4690 2020-07-26 19:20:42,586 - mmaction - INFO - Epoch [82][600/3757] lr: 7.727e-02, eta: 6 days, 9:55:52, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 2.8991, loss: 2.8991, grad_norm: 2.4305 2020-07-26 19:20:58,372 - mmaction - INFO - Epoch [82][620/3757] lr: 7.727e-02, eta: 6 days, 9:55:31, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5875, loss_cls: 3.0251, loss: 3.0251, grad_norm: 2.4587 2020-07-26 19:21:14,280 - mmaction - INFO - Epoch [82][640/3757] lr: 7.727e-02, eta: 6 days, 9:55:11, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5727, loss_cls: 3.0844, loss: 3.0844, grad_norm: 2.5490 2020-07-26 19:21:30,078 - mmaction - INFO - Epoch [82][660/3757] lr: 7.727e-02, eta: 6 days, 9:54:51, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5742, loss_cls: 3.1047, loss: 3.1047, grad_norm: 2.4334 2020-07-26 19:21:45,855 - mmaction - INFO - Epoch [82][680/3757] lr: 7.727e-02, eta: 6 days, 9:54:30, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5930, loss_cls: 3.0278, loss: 3.0278, grad_norm: 2.5065 2020-07-26 19:22:01,623 - mmaction - INFO - Epoch [82][700/3757] lr: 7.727e-02, eta: 6 days, 9:54:10, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6000, loss_cls: 2.9662, loss: 2.9662, grad_norm: 2.4487 2020-07-26 19:22:17,426 - mmaction - INFO - Epoch [82][720/3757] lr: 7.727e-02, eta: 6 days, 9:53:50, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5805, loss_cls: 3.1041, loss: 3.1041, grad_norm: 2.4473 2020-07-26 19:22:33,198 - mmaction - INFO - Epoch [82][740/3757] lr: 7.727e-02, eta: 6 days, 9:53:29, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5883, loss_cls: 3.0215, loss: 3.0215, grad_norm: 2.3876 2020-07-26 19:22:49,017 - mmaction - INFO - Epoch [82][760/3757] lr: 7.727e-02, eta: 6 days, 9:53:09, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5977, loss_cls: 3.0325, loss: 3.0325, grad_norm: 2.4026 2020-07-26 19:23:04,863 - mmaction - INFO - Epoch [82][780/3757] lr: 7.727e-02, eta: 6 days, 9:52:48, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6070, loss_cls: 2.9868, loss: 2.9868, grad_norm: 2.4212 2020-07-26 19:23:20,732 - mmaction - INFO - Epoch [82][800/3757] lr: 7.727e-02, eta: 6 days, 9:52:28, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5961, loss_cls: 2.9710, loss: 2.9710, grad_norm: 2.4100 2020-07-26 19:23:36,520 - mmaction - INFO - Epoch [82][820/3757] lr: 7.727e-02, eta: 6 days, 9:52:08, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5820, loss_cls: 3.0202, loss: 3.0202, grad_norm: 2.4691 2020-07-26 19:23:52,303 - mmaction - INFO - Epoch [82][840/3757] lr: 7.727e-02, eta: 6 days, 9:51:47, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5945, loss_cls: 3.0162, loss: 3.0162, grad_norm: 2.4319 2020-07-26 19:24:08,043 - mmaction - INFO - Epoch [82][860/3757] lr: 7.727e-02, eta: 6 days, 9:51:27, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6023, loss_cls: 2.9726, loss: 2.9726, grad_norm: 2.4405 2020-07-26 19:24:24,092 - mmaction - INFO - Epoch [82][880/3757] lr: 7.727e-02, eta: 6 days, 9:51:07, time: 0.802, data_time: 0.017, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5750, loss_cls: 3.0307, loss: 3.0307, grad_norm: 2.3838 2020-07-26 19:24:39,919 - mmaction - INFO - Epoch [82][900/3757] lr: 7.727e-02, eta: 6 days, 9:50:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5914, loss_cls: 3.0056, loss: 3.0056, grad_norm: 2.4307 2020-07-26 19:24:55,659 - mmaction - INFO - Epoch [82][920/3757] lr: 7.727e-02, eta: 6 days, 9:50:26, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5875, loss_cls: 2.9635, loss: 2.9635, grad_norm: 2.4329 2020-07-26 19:25:11,523 - mmaction - INFO - Epoch [82][940/3757] lr: 7.727e-02, eta: 6 days, 9:50:06, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6078, loss_cls: 3.0048, loss: 3.0048, grad_norm: 2.4970 2020-07-26 19:25:27,257 - mmaction - INFO - Epoch [82][960/3757] lr: 7.727e-02, eta: 6 days, 9:49:46, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6039, loss_cls: 2.9983, loss: 2.9983, grad_norm: 2.4656 2020-07-26 19:25:43,080 - mmaction - INFO - Epoch [82][980/3757] lr: 7.727e-02, eta: 6 days, 9:49:25, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6133, loss_cls: 2.9672, loss: 2.9672, grad_norm: 2.3823 2020-07-26 19:25:59,228 - mmaction - INFO - Epoch [82][1000/3757] lr: 7.727e-02, eta: 6 days, 9:49:06, time: 0.807, data_time: 0.019, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5789, loss_cls: 3.0556, loss: 3.0556, grad_norm: 2.4221 2020-07-26 19:26:15,001 - mmaction - INFO - Epoch [82][1020/3757] lr: 7.727e-02, eta: 6 days, 9:48:46, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5742, loss_cls: 3.1008, loss: 3.1008, grad_norm: 2.4698 2020-07-26 19:26:30,770 - mmaction - INFO - Epoch [82][1040/3757] lr: 7.727e-02, eta: 6 days, 9:48:25, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6180, loss_cls: 2.9029, loss: 2.9029, grad_norm: 2.4137 2020-07-26 19:26:46,493 - mmaction - INFO - Epoch [82][1060/3757] lr: 7.727e-02, eta: 6 days, 9:48:05, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5969, loss_cls: 3.0070, loss: 3.0070, grad_norm: 2.4026 2020-07-26 19:27:02,236 - mmaction - INFO - Epoch [82][1080/3757] lr: 7.727e-02, eta: 6 days, 9:47:44, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5602, loss_cls: 3.1969, loss: 3.1969, grad_norm: 2.4075 2020-07-26 19:27:17,979 - mmaction - INFO - Epoch [82][1100/3757] lr: 7.727e-02, eta: 6 days, 9:47:23, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6039, loss_cls: 2.9444, loss: 2.9444, grad_norm: 2.3363 2020-07-26 19:27:34,279 - mmaction - INFO - Epoch [82][1120/3757] lr: 7.727e-02, eta: 6 days, 9:47:05, time: 0.815, data_time: 0.028, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6148, loss_cls: 3.0103, loss: 3.0103, grad_norm: 2.5066 2020-07-26 19:27:50,105 - mmaction - INFO - Epoch [82][1140/3757] lr: 7.727e-02, eta: 6 days, 9:46:44, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6094, loss_cls: 2.9422, loss: 2.9422, grad_norm: 2.3553 2020-07-26 19:28:05,932 - mmaction - INFO - Epoch [82][1160/3757] lr: 7.727e-02, eta: 6 days, 9:46:24, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6016, loss_cls: 2.9044, loss: 2.9044, grad_norm: 2.4205 2020-07-26 19:28:21,683 - mmaction - INFO - Epoch [82][1180/3757] lr: 7.727e-02, eta: 6 days, 9:46:03, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5930, loss_cls: 3.0059, loss: 3.0059, grad_norm: 2.4629 2020-07-26 19:28:37,515 - mmaction - INFO - Epoch [82][1200/3757] lr: 7.727e-02, eta: 6 days, 9:45:43, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6188, loss_cls: 2.8655, loss: 2.8655, grad_norm: 2.4470 2020-07-26 19:28:53,278 - mmaction - INFO - Epoch [82][1220/3757] lr: 7.727e-02, eta: 6 days, 9:45:23, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6023, loss_cls: 2.9431, loss: 2.9431, grad_norm: 2.4966 2020-07-26 19:29:09,100 - mmaction - INFO - Epoch [82][1240/3757] lr: 7.727e-02, eta: 6 days, 9:45:02, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6164, loss_cls: 2.9452, loss: 2.9452, grad_norm: 2.4408 2020-07-26 19:29:24,825 - mmaction - INFO - Epoch [82][1260/3757] lr: 7.727e-02, eta: 6 days, 9:44:42, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5789, loss_cls: 3.0543, loss: 3.0543, grad_norm: 2.4062 2020-07-26 19:29:40,603 - mmaction - INFO - Epoch [82][1280/3757] lr: 7.727e-02, eta: 6 days, 9:44:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6125, loss_cls: 2.8736, loss: 2.8736, grad_norm: 2.4371 2020-07-26 19:29:56,421 - mmaction - INFO - Epoch [82][1300/3757] lr: 7.727e-02, eta: 6 days, 9:44:01, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.6078, loss_cls: 3.0609, loss: 3.0609, grad_norm: 2.4725 2020-07-26 19:30:12,061 - mmaction - INFO - Epoch [82][1320/3757] lr: 7.727e-02, eta: 6 days, 9:43:40, time: 0.782, data_time: 0.001, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5914, loss_cls: 3.0272, loss: 3.0272, grad_norm: 2.3852 2020-07-26 19:30:27,909 - mmaction - INFO - Epoch [82][1340/3757] lr: 7.727e-02, eta: 6 days, 9:43:20, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5984, loss_cls: 3.0231, loss: 3.0231, grad_norm: 2.3997 2020-07-26 19:30:43,631 - mmaction - INFO - Epoch [82][1360/3757] lr: 7.727e-02, eta: 6 days, 9:42:59, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5773, loss_cls: 3.0640, loss: 3.0640, grad_norm: 2.4695 2020-07-26 19:30:59,394 - mmaction - INFO - Epoch [82][1380/3757] lr: 7.727e-02, eta: 6 days, 9:42:39, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6070, loss_cls: 2.9867, loss: 2.9867, grad_norm: 2.4708 2020-07-26 19:31:15,460 - mmaction - INFO - Epoch [82][1400/3757] lr: 7.727e-02, eta: 6 days, 9:42:19, time: 0.804, data_time: 0.013, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6117, loss_cls: 2.8996, loss: 2.8996, grad_norm: 2.4353 2020-07-26 19:31:31,219 - mmaction - INFO - Epoch [82][1420/3757] lr: 7.727e-02, eta: 6 days, 9:41:59, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 2.9804, loss: 2.9804, grad_norm: 2.4375 2020-07-26 19:31:46,967 - mmaction - INFO - Epoch [82][1440/3757] lr: 7.727e-02, eta: 6 days, 9:41:38, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5977, loss_cls: 2.9646, loss: 2.9646, grad_norm: 2.4632 2020-07-26 19:32:02,920 - mmaction - INFO - Epoch [82][1460/3757] lr: 7.727e-02, eta: 6 days, 9:41:19, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6125, loss_cls: 2.9435, loss: 2.9435, grad_norm: 2.4731 2020-07-26 19:32:18,659 - mmaction - INFO - Epoch [82][1480/3757] lr: 7.727e-02, eta: 6 days, 9:40:58, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5844, loss_cls: 3.0341, loss: 3.0341, grad_norm: 2.4562 2020-07-26 19:32:34,474 - mmaction - INFO - Epoch [82][1500/3757] lr: 7.727e-02, eta: 6 days, 9:40:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5914, loss_cls: 3.0713, loss: 3.0713, grad_norm: 2.3903 2020-07-26 19:32:50,341 - mmaction - INFO - Epoch [82][1520/3757] lr: 7.727e-02, eta: 6 days, 9:40:17, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6008, loss_cls: 3.0215, loss: 3.0215, grad_norm: 2.4198 2020-07-26 19:33:06,111 - mmaction - INFO - Epoch [82][1540/3757] lr: 7.727e-02, eta: 6 days, 9:39:57, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.8904, loss: 2.8904, grad_norm: 2.3257 2020-07-26 19:33:21,850 - mmaction - INFO - Epoch [82][1560/3757] lr: 7.727e-02, eta: 6 days, 9:39:36, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 3.0479, loss: 3.0479, grad_norm: 2.4372 2020-07-26 19:33:37,722 - mmaction - INFO - Epoch [82][1580/3757] lr: 7.727e-02, eta: 6 days, 9:39:16, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5914, loss_cls: 2.9981, loss: 2.9981, grad_norm: 2.4609 2020-07-26 19:33:53,522 - mmaction - INFO - Epoch [82][1600/3757] lr: 7.727e-02, eta: 6 days, 9:38:56, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5789, loss_cls: 3.0630, loss: 3.0630, grad_norm: 2.4686 2020-07-26 19:34:09,406 - mmaction - INFO - Epoch [82][1620/3757] lr: 7.727e-02, eta: 6 days, 9:38:36, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5820, loss_cls: 3.0322, loss: 3.0322, grad_norm: 2.4130 2020-07-26 19:34:25,252 - mmaction - INFO - Epoch [82][1640/3757] lr: 7.727e-02, eta: 6 days, 9:38:16, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6000, loss_cls: 3.0301, loss: 3.0301, grad_norm: 2.4648 2020-07-26 19:34:41,514 - mmaction - INFO - Epoch [82][1660/3757] lr: 7.727e-02, eta: 6 days, 9:37:57, time: 0.813, data_time: 0.020, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5867, loss_cls: 3.0638, loss: 3.0638, grad_norm: 2.4373 2020-07-26 19:34:57,378 - mmaction - INFO - Epoch [82][1680/3757] lr: 7.727e-02, eta: 6 days, 9:37:37, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5664, loss_cls: 3.1644, loss: 3.1644, grad_norm: 2.4241 2020-07-26 19:35:13,225 - mmaction - INFO - Epoch [82][1700/3757] lr: 7.727e-02, eta: 6 days, 9:37:16, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6086, loss_cls: 2.9993, loss: 2.9993, grad_norm: 2.3961 2020-07-26 19:35:29,049 - mmaction - INFO - Epoch [82][1720/3757] lr: 7.727e-02, eta: 6 days, 9:36:56, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5742, loss_cls: 3.0882, loss: 3.0882, grad_norm: 2.4262 2020-07-26 19:35:44,932 - mmaction - INFO - Epoch [82][1740/3757] lr: 7.727e-02, eta: 6 days, 9:36:36, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5984, loss_cls: 3.0262, loss: 3.0262, grad_norm: 2.4498 2020-07-26 19:36:00,666 - mmaction - INFO - Epoch [82][1760/3757] lr: 7.727e-02, eta: 6 days, 9:36:16, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6203, loss_cls: 2.8616, loss: 2.8616, grad_norm: 2.3895 2020-07-26 19:36:16,504 - mmaction - INFO - Epoch [82][1780/3757] lr: 7.727e-02, eta: 6 days, 9:35:55, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5977, loss_cls: 3.0013, loss: 3.0013, grad_norm: 2.4090 2020-07-26 19:36:32,331 - mmaction - INFO - Epoch [82][1800/3757] lr: 7.727e-02, eta: 6 days, 9:35:35, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6039, loss_cls: 2.9895, loss: 2.9895, grad_norm: 2.4599 2020-07-26 19:36:48,152 - mmaction - INFO - Epoch [82][1820/3757] lr: 7.727e-02, eta: 6 days, 9:35:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5945, loss_cls: 3.0124, loss: 3.0124, grad_norm: 2.3764 2020-07-26 19:37:03,891 - mmaction - INFO - Epoch [82][1840/3757] lr: 7.727e-02, eta: 6 days, 9:34:54, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6172, loss_cls: 2.9538, loss: 2.9538, grad_norm: 2.4695 2020-07-26 19:37:19,747 - mmaction - INFO - Epoch [82][1860/3757] lr: 7.727e-02, eta: 6 days, 9:34:34, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5781, loss_cls: 3.0743, loss: 3.0743, grad_norm: 2.5319 2020-07-26 19:37:35,497 - mmaction - INFO - Epoch [82][1880/3757] lr: 7.727e-02, eta: 6 days, 9:34:14, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6008, loss_cls: 2.9551, loss: 2.9551, grad_norm: 2.4186 2020-07-26 19:37:51,293 - mmaction - INFO - Epoch [82][1900/3757] lr: 7.727e-02, eta: 6 days, 9:33:53, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6305, loss_cls: 2.9507, loss: 2.9507, grad_norm: 2.4078 2020-07-26 19:38:07,066 - mmaction - INFO - Epoch [82][1920/3757] lr: 7.727e-02, eta: 6 days, 9:33:33, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5828, loss_cls: 3.0409, loss: 3.0409, grad_norm: 2.4716 2020-07-26 19:38:22,839 - mmaction - INFO - Epoch [82][1940/3757] lr: 7.727e-02, eta: 6 days, 9:33:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5977, loss_cls: 3.0308, loss: 3.0308, grad_norm: 2.4241 2020-07-26 19:38:38,625 - mmaction - INFO - Epoch [82][1960/3757] lr: 7.727e-02, eta: 6 days, 9:32:52, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6086, loss_cls: 2.9182, loss: 2.9182, grad_norm: 2.3694 2020-07-26 19:38:54,431 - mmaction - INFO - Epoch [82][1980/3757] lr: 7.727e-02, eta: 6 days, 9:32:32, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5977, loss_cls: 2.9778, loss: 2.9778, grad_norm: 2.5078 2020-07-26 19:39:10,336 - mmaction - INFO - Epoch [82][2000/3757] lr: 7.727e-02, eta: 6 days, 9:32:12, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6016, loss_cls: 2.9591, loss: 2.9591, grad_norm: 2.4626 2020-07-26 19:39:26,097 - mmaction - INFO - Epoch [82][2020/3757] lr: 7.727e-02, eta: 6 days, 9:31:51, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5961, loss_cls: 2.9843, loss: 2.9843, grad_norm: 2.3766 2020-07-26 19:39:41,815 - mmaction - INFO - Epoch [82][2040/3757] lr: 7.727e-02, eta: 6 days, 9:31:31, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5727, loss_cls: 3.0987, loss: 3.0987, grad_norm: 2.4082 2020-07-26 19:39:57,645 - mmaction - INFO - Epoch [82][2060/3757] lr: 7.727e-02, eta: 6 days, 9:31:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5961, loss_cls: 3.0788, loss: 3.0788, grad_norm: 2.3905 2020-07-26 19:40:13,546 - mmaction - INFO - Epoch [82][2080/3757] lr: 7.727e-02, eta: 6 days, 9:30:50, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6008, loss_cls: 2.9910, loss: 2.9910, grad_norm: 2.4051 2020-07-26 19:40:29,216 - mmaction - INFO - Epoch [82][2100/3757] lr: 7.727e-02, eta: 6 days, 9:30:30, time: 0.784, data_time: 0.002, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6266, loss_cls: 2.9400, loss: 2.9400, grad_norm: 2.4612 2020-07-26 19:40:44,997 - mmaction - INFO - Epoch [82][2120/3757] lr: 7.727e-02, eta: 6 days, 9:30:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 2.9669, loss: 2.9669, grad_norm: 2.4326 2020-07-26 19:41:00,774 - mmaction - INFO - Epoch [82][2140/3757] lr: 7.727e-02, eta: 6 days, 9:29:49, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6148, loss_cls: 2.9210, loss: 2.9210, grad_norm: 2.4580 2020-07-26 19:41:16,602 - mmaction - INFO - Epoch [82][2160/3757] lr: 7.727e-02, eta: 6 days, 9:29:29, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5859, loss_cls: 3.0829, loss: 3.0829, grad_norm: 2.4088 2020-07-26 19:41:32,372 - mmaction - INFO - Epoch [82][2180/3757] lr: 7.727e-02, eta: 6 days, 9:29:08, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5797, loss_cls: 3.0797, loss: 3.0797, grad_norm: 2.4529 2020-07-26 19:41:48,315 - mmaction - INFO - Epoch [82][2200/3757] lr: 7.727e-02, eta: 6 days, 9:28:48, time: 0.796, data_time: 0.007, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5914, loss_cls: 3.0371, loss: 3.0371, grad_norm: 2.3592 2020-07-26 19:42:04,273 - mmaction - INFO - Epoch [82][2220/3757] lr: 7.727e-02, eta: 6 days, 9:28:28, time: 0.798, data_time: 0.005, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5797, loss_cls: 3.1538, loss: 3.1538, grad_norm: 2.4453 2020-07-26 19:42:20,085 - mmaction - INFO - Epoch [82][2240/3757] lr: 7.727e-02, eta: 6 days, 9:28:08, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5930, loss_cls: 3.0608, loss: 3.0608, grad_norm: 2.4409 2020-07-26 19:42:35,758 - mmaction - INFO - Epoch [82][2260/3757] lr: 7.727e-02, eta: 6 days, 9:27:47, time: 0.784, data_time: 0.002, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6141, loss_cls: 2.9388, loss: 2.9388, grad_norm: 2.3732 2020-07-26 19:42:51,576 - mmaction - INFO - Epoch [82][2280/3757] lr: 7.727e-02, eta: 6 days, 9:27:27, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5852, loss_cls: 3.0439, loss: 3.0439, grad_norm: 2.3683 2020-07-26 19:43:07,398 - mmaction - INFO - Epoch [82][2300/3757] lr: 7.727e-02, eta: 6 days, 9:27:07, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6047, loss_cls: 2.9523, loss: 2.9523, grad_norm: 2.3912 2020-07-26 19:43:23,126 - mmaction - INFO - Epoch [82][2320/3757] lr: 7.727e-02, eta: 6 days, 9:26:46, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5844, loss_cls: 3.0164, loss: 3.0164, grad_norm: 2.4429 2020-07-26 19:43:38,901 - mmaction - INFO - Epoch [82][2340/3757] lr: 7.727e-02, eta: 6 days, 9:26:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5945, loss_cls: 3.0290, loss: 3.0290, grad_norm: 2.5067 2020-07-26 19:43:54,733 - mmaction - INFO - Epoch [82][2360/3757] lr: 7.727e-02, eta: 6 days, 9:26:06, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5891, loss_cls: 3.0434, loss: 3.0434, grad_norm: 2.4183 2020-07-26 19:44:10,596 - mmaction - INFO - Epoch [82][2380/3757] lr: 7.727e-02, eta: 6 days, 9:25:46, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5781, loss_cls: 3.1079, loss: 3.1079, grad_norm: 2.3692 2020-07-26 19:44:26,377 - mmaction - INFO - Epoch [82][2400/3757] lr: 7.727e-02, eta: 6 days, 9:25:25, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5781, loss_cls: 3.0649, loss: 3.0649, grad_norm: 2.3425 2020-07-26 19:44:42,142 - mmaction - INFO - Epoch [82][2420/3757] lr: 7.727e-02, eta: 6 days, 9:25:05, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5781, loss_cls: 3.0760, loss: 3.0760, grad_norm: 2.4736 2020-07-26 19:44:57,920 - mmaction - INFO - Epoch [82][2440/3757] lr: 7.727e-02, eta: 6 days, 9:24:45, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6133, loss_cls: 2.9295, loss: 2.9295, grad_norm: 2.4259 2020-07-26 19:45:13,846 - mmaction - INFO - Epoch [82][2460/3757] lr: 7.727e-02, eta: 6 days, 9:24:25, time: 0.796, data_time: 0.011, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5984, loss_cls: 3.0080, loss: 3.0080, grad_norm: 2.3851 2020-07-26 19:45:29,665 - mmaction - INFO - Epoch [82][2480/3757] lr: 7.727e-02, eta: 6 days, 9:24:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6266, loss_cls: 2.9272, loss: 2.9272, grad_norm: 2.3714 2020-07-26 19:45:45,563 - mmaction - INFO - Epoch [82][2500/3757] lr: 7.727e-02, eta: 6 days, 9:23:44, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5945, loss_cls: 3.0464, loss: 3.0464, grad_norm: 2.3887 2020-07-26 19:46:01,300 - mmaction - INFO - Epoch [82][2520/3757] lr: 7.727e-02, eta: 6 days, 9:23:24, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6148, loss_cls: 2.9416, loss: 2.9416, grad_norm: 2.4351 2020-07-26 19:46:17,101 - mmaction - INFO - Epoch [82][2540/3757] lr: 7.727e-02, eta: 6 days, 9:23:04, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5844, loss_cls: 3.0673, loss: 3.0673, grad_norm: 2.4092 2020-07-26 19:46:33,016 - mmaction - INFO - Epoch [82][2560/3757] lr: 7.727e-02, eta: 6 days, 9:22:43, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5844, loss_cls: 3.0905, loss: 3.0905, grad_norm: 2.3760 2020-07-26 19:46:48,848 - mmaction - INFO - Epoch [82][2580/3757] lr: 7.727e-02, eta: 6 days, 9:22:23, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5953, loss_cls: 3.0049, loss: 3.0049, grad_norm: 2.4543 2020-07-26 19:47:04,698 - mmaction - INFO - Epoch [82][2600/3757] lr: 7.727e-02, eta: 6 days, 9:22:03, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6172, loss_cls: 2.9231, loss: 2.9231, grad_norm: 2.3822 2020-07-26 19:47:20,481 - mmaction - INFO - Epoch [82][2620/3757] lr: 7.727e-02, eta: 6 days, 9:21:43, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6109, loss_cls: 2.9027, loss: 2.9027, grad_norm: 2.3291 2020-07-26 19:47:36,390 - mmaction - INFO - Epoch [82][2640/3757] lr: 7.727e-02, eta: 6 days, 9:21:23, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5891, loss_cls: 3.0739, loss: 3.0739, grad_norm: 2.4385 2020-07-26 19:47:52,308 - mmaction - INFO - Epoch [82][2660/3757] lr: 7.727e-02, eta: 6 days, 9:21:03, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6242, loss_cls: 2.9076, loss: 2.9076, grad_norm: 2.3653 2020-07-26 19:48:08,102 - mmaction - INFO - Epoch [82][2680/3757] lr: 7.727e-02, eta: 6 days, 9:20:43, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6148, loss_cls: 2.9091, loss: 2.9091, grad_norm: 2.3637 2020-07-26 19:48:23,893 - mmaction - INFO - Epoch [82][2700/3757] lr: 7.727e-02, eta: 6 days, 9:20:22, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 3.0759, loss: 3.0759, grad_norm: 2.3869 2020-07-26 19:48:39,718 - mmaction - INFO - Epoch [82][2720/3757] lr: 7.727e-02, eta: 6 days, 9:20:02, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5836, loss_cls: 3.0594, loss: 3.0594, grad_norm: 2.4110 2020-07-26 19:48:55,497 - mmaction - INFO - Epoch [82][2740/3757] lr: 7.727e-02, eta: 6 days, 9:19:42, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6078, loss_cls: 2.9631, loss: 2.9631, grad_norm: 2.4750 2020-07-26 19:49:11,325 - mmaction - INFO - Epoch [82][2760/3757] lr: 7.727e-02, eta: 6 days, 9:19:21, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5820, loss_cls: 3.0610, loss: 3.0610, grad_norm: 2.4186 2020-07-26 19:49:27,234 - mmaction - INFO - Epoch [82][2780/3757] lr: 7.727e-02, eta: 6 days, 9:19:02, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5766, loss_cls: 3.0377, loss: 3.0377, grad_norm: 2.3978 2020-07-26 19:49:43,063 - mmaction - INFO - Epoch [82][2800/3757] lr: 7.727e-02, eta: 6 days, 9:18:41, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5617, loss_cls: 3.1492, loss: 3.1492, grad_norm: 2.3851 2020-07-26 19:49:58,958 - mmaction - INFO - Epoch [82][2820/3757] lr: 7.727e-02, eta: 6 days, 9:18:21, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.9799, loss: 2.9799, grad_norm: 2.3799 2020-07-26 19:50:14,688 - mmaction - INFO - Epoch [82][2840/3757] lr: 7.727e-02, eta: 6 days, 9:18:01, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6070, loss_cls: 2.9196, loss: 2.9196, grad_norm: 2.3481 2020-07-26 19:50:30,872 - mmaction - INFO - Epoch [82][2860/3757] lr: 7.727e-02, eta: 6 days, 9:17:42, time: 0.810, data_time: 0.020, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6211, loss_cls: 2.9492, loss: 2.9492, grad_norm: 2.4248 2020-07-26 19:50:46,633 - mmaction - INFO - Epoch [82][2880/3757] lr: 7.727e-02, eta: 6 days, 9:17:21, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5828, loss_cls: 3.0363, loss: 3.0363, grad_norm: 2.4651 2020-07-26 19:51:02,421 - mmaction - INFO - Epoch [82][2900/3757] lr: 7.727e-02, eta: 6 days, 9:17:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6047, loss_cls: 2.9880, loss: 2.9880, grad_norm: 2.4370 2020-07-26 19:51:18,302 - mmaction - INFO - Epoch [82][2920/3757] lr: 7.727e-02, eta: 6 days, 9:16:41, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5922, loss_cls: 3.1344, loss: 3.1344, grad_norm: 2.4255 2020-07-26 19:51:34,134 - mmaction - INFO - Epoch [82][2940/3757] lr: 7.727e-02, eta: 6 days, 9:16:21, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5977, loss_cls: 3.0379, loss: 3.0379, grad_norm: 2.3609 2020-07-26 19:51:49,985 - mmaction - INFO - Epoch [82][2960/3757] lr: 7.727e-02, eta: 6 days, 9:16:01, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6016, loss_cls: 2.9782, loss: 2.9782, grad_norm: 2.3997 2020-07-26 19:52:05,845 - mmaction - INFO - Epoch [82][2980/3757] lr: 7.727e-02, eta: 6 days, 9:15:41, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5867, loss_cls: 2.9949, loss: 2.9949, grad_norm: 2.3945 2020-07-26 19:52:21,706 - mmaction - INFO - Epoch [82][3000/3757] lr: 7.727e-02, eta: 6 days, 9:15:20, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5945, loss_cls: 3.0147, loss: 3.0147, grad_norm: 2.4692 2020-07-26 19:52:37,461 - mmaction - INFO - Epoch [82][3020/3757] lr: 7.727e-02, eta: 6 days, 9:15:00, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5961, loss_cls: 2.9519, loss: 2.9519, grad_norm: 2.3791 2020-07-26 19:52:53,245 - mmaction - INFO - Epoch [82][3040/3757] lr: 7.727e-02, eta: 6 days, 9:14:40, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6086, loss_cls: 2.9771, loss: 2.9771, grad_norm: 2.4224 2020-07-26 19:53:09,006 - mmaction - INFO - Epoch [82][3060/3757] lr: 7.727e-02, eta: 6 days, 9:14:19, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5984, loss_cls: 2.9901, loss: 2.9901, grad_norm: 2.4288 2020-07-26 19:53:24,784 - mmaction - INFO - Epoch [82][3080/3757] lr: 7.727e-02, eta: 6 days, 9:13:59, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6023, loss_cls: 2.9874, loss: 2.9874, grad_norm: 2.4128 2020-07-26 19:53:40,554 - mmaction - INFO - Epoch [82][3100/3757] lr: 7.727e-02, eta: 6 days, 9:13:39, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5781, loss_cls: 3.0346, loss: 3.0346, grad_norm: 2.4200 2020-07-26 19:53:56,368 - mmaction - INFO - Epoch [82][3120/3757] lr: 7.727e-02, eta: 6 days, 9:13:18, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 3.0527, loss: 3.0527, grad_norm: 2.4649 2020-07-26 19:54:12,164 - mmaction - INFO - Epoch [82][3140/3757] lr: 7.727e-02, eta: 6 days, 9:12:58, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5797, loss_cls: 3.0422, loss: 3.0422, grad_norm: 2.4717 2020-07-26 19:54:27,922 - mmaction - INFO - Epoch [82][3160/3757] lr: 7.727e-02, eta: 6 days, 9:12:38, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5977, loss_cls: 3.0092, loss: 3.0092, grad_norm: 2.4652 2020-07-26 19:54:43,691 - mmaction - INFO - Epoch [82][3180/3757] lr: 7.727e-02, eta: 6 days, 9:12:17, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5945, loss_cls: 3.0339, loss: 3.0339, grad_norm: 2.3391 2020-07-26 19:54:59,403 - mmaction - INFO - Epoch [82][3200/3757] lr: 7.727e-02, eta: 6 days, 9:11:57, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6000, loss_cls: 2.9470, loss: 2.9470, grad_norm: 2.3271 2020-07-26 19:55:15,339 - mmaction - INFO - Epoch [82][3220/3757] lr: 7.727e-02, eta: 6 days, 9:11:37, time: 0.797, data_time: 0.005, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6156, loss_cls: 2.9666, loss: 2.9666, grad_norm: 2.4003 2020-07-26 19:55:31,058 - mmaction - INFO - Epoch [82][3240/3757] lr: 7.727e-02, eta: 6 days, 9:11:16, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6016, loss_cls: 2.9163, loss: 2.9163, grad_norm: 2.3973 2020-07-26 19:55:46,812 - mmaction - INFO - Epoch [82][3260/3757] lr: 7.727e-02, eta: 6 days, 9:10:56, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5914, loss_cls: 3.0234, loss: 3.0234, grad_norm: 2.4441 2020-07-26 19:56:02,646 - mmaction - INFO - Epoch [82][3280/3757] lr: 7.727e-02, eta: 6 days, 9:10:36, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6062, loss_cls: 2.9631, loss: 2.9631, grad_norm: 2.4659 2020-07-26 19:56:18,494 - mmaction - INFO - Epoch [82][3300/3757] lr: 7.727e-02, eta: 6 days, 9:10:15, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6102, loss_cls: 3.0026, loss: 3.0026, grad_norm: 2.4259 2020-07-26 19:56:34,357 - mmaction - INFO - Epoch [82][3320/3757] lr: 7.727e-02, eta: 6 days, 9:09:55, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5945, loss_cls: 3.0433, loss: 3.0433, grad_norm: 2.3748 2020-07-26 19:56:50,169 - mmaction - INFO - Epoch [82][3340/3757] lr: 7.727e-02, eta: 6 days, 9:09:35, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6062, loss_cls: 2.9958, loss: 2.9958, grad_norm: 2.4184 2020-07-26 19:57:05,984 - mmaction - INFO - Epoch [82][3360/3757] lr: 7.727e-02, eta: 6 days, 9:09:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6141, loss_cls: 2.9466, loss: 2.9466, grad_norm: 2.4357 2020-07-26 19:57:21,727 - mmaction - INFO - Epoch [82][3380/3757] lr: 7.727e-02, eta: 6 days, 9:08:54, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6109, loss_cls: 3.0043, loss: 3.0043, grad_norm: 2.4137 2020-07-26 19:57:37,550 - mmaction - INFO - Epoch [82][3400/3757] lr: 7.727e-02, eta: 6 days, 9:08:34, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6039, loss_cls: 2.9887, loss: 2.9887, grad_norm: 2.4651 2020-07-26 19:57:53,312 - mmaction - INFO - Epoch [82][3420/3757] lr: 7.727e-02, eta: 6 days, 9:08:14, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6156, loss_cls: 3.0121, loss: 3.0121, grad_norm: 2.3822 2020-07-26 19:58:09,082 - mmaction - INFO - Epoch [82][3440/3757] lr: 7.727e-02, eta: 6 days, 9:07:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6273, loss_cls: 2.9152, loss: 2.9152, grad_norm: 2.3776 2020-07-26 19:58:24,909 - mmaction - INFO - Epoch [82][3460/3757] lr: 7.727e-02, eta: 6 days, 9:07:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5766, loss_cls: 3.0558, loss: 3.0558, grad_norm: 2.5054 2020-07-26 19:58:40,669 - mmaction - INFO - Epoch [82][3480/3757] lr: 7.727e-02, eta: 6 days, 9:07:13, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5680, loss_cls: 3.1014, loss: 3.1014, grad_norm: 2.4418 2020-07-26 19:58:56,484 - mmaction - INFO - Epoch [82][3500/3757] lr: 7.727e-02, eta: 6 days, 9:06:53, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5805, loss_cls: 3.1039, loss: 3.1039, grad_norm: 2.4450 2020-07-26 19:59:12,197 - mmaction - INFO - Epoch [82][3520/3757] lr: 7.727e-02, eta: 6 days, 9:06:32, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5961, loss_cls: 3.0505, loss: 3.0505, grad_norm: 2.4413 2020-07-26 19:59:27,894 - mmaction - INFO - Epoch [82][3540/3757] lr: 7.727e-02, eta: 6 days, 9:06:12, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5977, loss_cls: 3.0302, loss: 3.0302, grad_norm: 2.4410 2020-07-26 19:59:43,714 - mmaction - INFO - Epoch [82][3560/3757] lr: 7.727e-02, eta: 6 days, 9:05:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5883, loss_cls: 2.9665, loss: 2.9665, grad_norm: 2.3290 2020-07-26 19:59:59,485 - mmaction - INFO - Epoch [82][3580/3757] lr: 7.727e-02, eta: 6 days, 9:05:31, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.9451, loss: 2.9451, grad_norm: 2.4397 2020-07-26 20:00:22,388 - mmaction - INFO - Epoch [82][3600/3757] lr: 7.727e-02, eta: 6 days, 9:05:34, time: 1.143, data_time: 0.001, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5914, loss_cls: 2.9862, loss: 2.9862, grad_norm: 2.3958 2020-07-26 20:00:38,466 - mmaction - INFO - Epoch [82][3620/3757] lr: 7.727e-02, eta: 6 days, 9:05:14, time: 0.806, data_time: 0.018, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6102, loss_cls: 2.9867, loss: 2.9867, grad_norm: 2.4147 2020-07-26 20:00:54,750 - mmaction - INFO - Epoch [82][3640/3757] lr: 7.727e-02, eta: 6 days, 9:04:55, time: 0.813, data_time: 0.023, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5906, loss_cls: 3.1094, loss: 3.1094, grad_norm: 2.4126 2020-07-26 20:01:11,177 - mmaction - INFO - Epoch [82][3660/3757] lr: 7.727e-02, eta: 6 days, 9:04:37, time: 0.821, data_time: 0.018, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5758, loss_cls: 3.1590, loss: 3.1590, grad_norm: 2.3653 2020-07-26 20:01:27,318 - mmaction - INFO - Epoch [82][3680/3757] lr: 7.727e-02, eta: 6 days, 9:04:18, time: 0.808, data_time: 0.024, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5961, loss_cls: 2.9714, loss: 2.9714, grad_norm: 2.3882 2020-07-26 20:01:43,089 - mmaction - INFO - Epoch [82][3700/3757] lr: 7.727e-02, eta: 6 days, 9:03:58, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6281, loss_cls: 2.9128, loss: 2.9128, grad_norm: 2.4607 2020-07-26 20:01:58,818 - mmaction - INFO - Epoch [82][3720/3757] lr: 7.727e-02, eta: 6 days, 9:03:37, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6055, loss_cls: 2.9015, loss: 2.9015, grad_norm: 2.3860 2020-07-26 20:02:14,586 - mmaction - INFO - Epoch [82][3740/3757] lr: 7.727e-02, eta: 6 days, 9:03:17, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6062, loss_cls: 2.8942, loss: 2.8942, grad_norm: 2.3186 2020-07-26 20:06:28,371 - mmaction - INFO - Epoch [83][20/3757] lr: 7.675e-02, eta: 6 days, 9:13:19, time: 11.388, data_time: 10.483, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6258, loss_cls: 2.8913, loss: 2.8913, grad_norm: 2.4455 2020-07-26 20:06:44,064 - mmaction - INFO - Epoch [83][40/3757] lr: 7.675e-02, eta: 6 days, 9:12:58, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 2.9833, loss: 2.9833, grad_norm: 2.4340 2020-07-26 20:06:59,826 - mmaction - INFO - Epoch [83][60/3757] lr: 7.675e-02, eta: 6 days, 9:12:38, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 2.9843, loss: 2.9843, grad_norm: 2.3731 2020-07-26 20:07:15,546 - mmaction - INFO - Epoch [83][80/3757] lr: 7.675e-02, eta: 6 days, 9:12:17, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6094, loss_cls: 2.9437, loss: 2.9437, grad_norm: 2.3867 2020-07-26 20:07:31,362 - mmaction - INFO - Epoch [83][100/3757] lr: 7.675e-02, eta: 6 days, 9:11:57, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6094, loss_cls: 2.9640, loss: 2.9640, grad_norm: 2.4434 2020-07-26 20:07:47,119 - mmaction - INFO - Epoch [83][120/3757] lr: 7.675e-02, eta: 6 days, 9:11:37, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5914, loss_cls: 2.9890, loss: 2.9890, grad_norm: 2.4391 2020-07-26 20:08:02,940 - mmaction - INFO - Epoch [83][140/3757] lr: 7.675e-02, eta: 6 days, 9:11:16, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5891, loss_cls: 2.9370, loss: 2.9370, grad_norm: 2.3429 2020-07-26 20:08:18,893 - mmaction - INFO - Epoch [83][160/3757] lr: 7.675e-02, eta: 6 days, 9:10:56, time: 0.797, data_time: 0.010, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.8664, loss: 2.8664, grad_norm: 2.4388 2020-07-26 20:08:34,775 - mmaction - INFO - Epoch [83][180/3757] lr: 7.675e-02, eta: 6 days, 9:10:36, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5766, loss_cls: 3.1423, loss: 3.1423, grad_norm: 2.4559 2020-07-26 20:08:50,575 - mmaction - INFO - Epoch [83][200/3757] lr: 7.675e-02, eta: 6 days, 9:10:16, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5938, loss_cls: 2.9445, loss: 2.9445, grad_norm: 2.4098 2020-07-26 20:09:06,364 - mmaction - INFO - Epoch [83][220/3757] lr: 7.675e-02, eta: 6 days, 9:09:56, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6188, loss_cls: 2.9835, loss: 2.9835, grad_norm: 2.4542 2020-07-26 20:09:22,181 - mmaction - INFO - Epoch [83][240/3757] lr: 7.675e-02, eta: 6 days, 9:09:35, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5750, loss_cls: 3.0644, loss: 3.0644, grad_norm: 2.4832 2020-07-26 20:09:38,013 - mmaction - INFO - Epoch [83][260/3757] lr: 7.675e-02, eta: 6 days, 9:09:15, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5836, loss_cls: 3.0751, loss: 3.0751, grad_norm: 2.4077 2020-07-26 20:09:53,792 - mmaction - INFO - Epoch [83][280/3757] lr: 7.675e-02, eta: 6 days, 9:08:55, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6172, loss_cls: 2.9573, loss: 2.9573, grad_norm: 2.3407 2020-07-26 20:10:09,532 - mmaction - INFO - Epoch [83][300/3757] lr: 7.675e-02, eta: 6 days, 9:08:34, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6211, loss_cls: 2.9415, loss: 2.9415, grad_norm: 2.3524 2020-07-26 20:10:25,365 - mmaction - INFO - Epoch [83][320/3757] lr: 7.675e-02, eta: 6 days, 9:08:14, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5789, loss_cls: 3.0648, loss: 3.0648, grad_norm: 2.4450 2020-07-26 20:10:41,165 - mmaction - INFO - Epoch [83][340/3757] lr: 7.675e-02, eta: 6 days, 9:07:54, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5945, loss_cls: 3.0470, loss: 3.0470, grad_norm: 2.3832 2020-07-26 20:10:56,930 - mmaction - INFO - Epoch [83][360/3757] lr: 7.675e-02, eta: 6 days, 9:07:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5938, loss_cls: 2.9540, loss: 2.9540, grad_norm: 2.3878 2020-07-26 20:11:12,701 - mmaction - INFO - Epoch [83][380/3757] lr: 7.675e-02, eta: 6 days, 9:07:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5914, loss_cls: 2.9969, loss: 2.9969, grad_norm: 2.4276 2020-07-26 20:11:28,581 - mmaction - INFO - Epoch [83][400/3757] lr: 7.675e-02, eta: 6 days, 9:06:53, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6180, loss_cls: 2.8925, loss: 2.8925, grad_norm: 2.4443 2020-07-26 20:11:44,425 - mmaction - INFO - Epoch [83][420/3757] lr: 7.675e-02, eta: 6 days, 9:06:33, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5789, loss_cls: 3.0589, loss: 3.0589, grad_norm: 2.4945 2020-07-26 20:12:00,172 - mmaction - INFO - Epoch [83][440/3757] lr: 7.675e-02, eta: 6 days, 9:06:12, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5984, loss_cls: 2.9747, loss: 2.9747, grad_norm: 2.3528 2020-07-26 20:12:15,970 - mmaction - INFO - Epoch [83][460/3757] lr: 7.675e-02, eta: 6 days, 9:05:52, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5898, loss_cls: 3.0573, loss: 3.0573, grad_norm: 2.4383 2020-07-26 20:12:31,815 - mmaction - INFO - Epoch [83][480/3757] lr: 7.675e-02, eta: 6 days, 9:05:32, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6016, loss_cls: 2.9349, loss: 2.9349, grad_norm: 2.4110 2020-07-26 20:12:47,666 - mmaction - INFO - Epoch [83][500/3757] lr: 7.675e-02, eta: 6 days, 9:05:11, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6148, loss_cls: 2.9199, loss: 2.9199, grad_norm: 2.4244 2020-07-26 20:13:03,527 - mmaction - INFO - Epoch [83][520/3757] lr: 7.675e-02, eta: 6 days, 9:04:51, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5961, loss_cls: 3.0475, loss: 3.0475, grad_norm: 2.4631 2020-07-26 20:13:19,396 - mmaction - INFO - Epoch [83][540/3757] lr: 7.675e-02, eta: 6 days, 9:04:31, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6227, loss_cls: 2.8767, loss: 2.8767, grad_norm: 2.4492 2020-07-26 20:13:35,205 - mmaction - INFO - Epoch [83][560/3757] lr: 7.675e-02, eta: 6 days, 9:04:11, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.6094, loss_cls: 2.9516, loss: 2.9516, grad_norm: 2.4418 2020-07-26 20:13:51,061 - mmaction - INFO - Epoch [83][580/3757] lr: 7.675e-02, eta: 6 days, 9:03:51, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5813, loss_cls: 3.0508, loss: 3.0508, grad_norm: 2.4856 2020-07-26 20:14:06,864 - mmaction - INFO - Epoch [83][600/3757] lr: 7.675e-02, eta: 6 days, 9:03:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5820, loss_cls: 3.0673, loss: 3.0673, grad_norm: 2.3527 2020-07-26 20:14:22,693 - mmaction - INFO - Epoch [83][620/3757] lr: 7.675e-02, eta: 6 days, 9:03:10, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.5984, loss_cls: 2.9388, loss: 2.9388, grad_norm: 2.4258 2020-07-26 20:14:38,524 - mmaction - INFO - Epoch [83][640/3757] lr: 7.675e-02, eta: 6 days, 9:02:50, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6055, loss_cls: 2.9029, loss: 2.9029, grad_norm: 2.3498 2020-07-26 20:14:54,346 - mmaction - INFO - Epoch [83][660/3757] lr: 7.675e-02, eta: 6 days, 9:02:30, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6312, loss_cls: 2.9541, loss: 2.9541, grad_norm: 2.4711 2020-07-26 20:15:10,155 - mmaction - INFO - Epoch [83][680/3757] lr: 7.675e-02, eta: 6 days, 9:02:09, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5938, loss_cls: 2.9823, loss: 2.9823, grad_norm: 2.4863 2020-07-26 20:15:26,131 - mmaction - INFO - Epoch [83][700/3757] lr: 7.675e-02, eta: 6 days, 9:01:50, time: 0.799, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6070, loss_cls: 2.9890, loss: 2.9890, grad_norm: 2.3956 2020-07-26 20:15:41,943 - mmaction - INFO - Epoch [83][720/3757] lr: 7.675e-02, eta: 6 days, 9:01:29, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6086, loss_cls: 2.9578, loss: 2.9578, grad_norm: 2.3998 2020-07-26 20:15:57,715 - mmaction - INFO - Epoch [83][740/3757] lr: 7.675e-02, eta: 6 days, 9:01:09, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6094, loss_cls: 2.9016, loss: 2.9016, grad_norm: 2.4055 2020-07-26 20:16:13,481 - mmaction - INFO - Epoch [83][760/3757] lr: 7.675e-02, eta: 6 days, 9:00:49, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6219, loss_cls: 2.9408, loss: 2.9408, grad_norm: 2.5121 2020-07-26 20:16:29,215 - mmaction - INFO - Epoch [83][780/3757] lr: 7.675e-02, eta: 6 days, 9:00:28, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6047, loss_cls: 2.8951, loss: 2.8951, grad_norm: 2.4780 2020-07-26 20:16:45,005 - mmaction - INFO - Epoch [83][800/3757] lr: 7.675e-02, eta: 6 days, 9:00:08, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6109, loss_cls: 2.8780, loss: 2.8780, grad_norm: 2.4284 2020-07-26 20:17:00,751 - mmaction - INFO - Epoch [83][820/3757] lr: 7.675e-02, eta: 6 days, 8:59:47, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9297, loss: 2.9297, grad_norm: 2.3673 2020-07-26 20:17:16,536 - mmaction - INFO - Epoch [83][840/3757] lr: 7.675e-02, eta: 6 days, 8:59:27, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6047, loss_cls: 2.9570, loss: 2.9570, grad_norm: 2.4393 2020-07-26 20:17:32,353 - mmaction - INFO - Epoch [83][860/3757] lr: 7.675e-02, eta: 6 days, 8:59:07, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6016, loss_cls: 2.9874, loss: 2.9874, grad_norm: 2.4598 2020-07-26 20:17:48,172 - mmaction - INFO - Epoch [83][880/3757] lr: 7.675e-02, eta: 6 days, 8:58:46, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6188, loss_cls: 2.8817, loss: 2.8817, grad_norm: 2.3648 2020-07-26 20:18:03,917 - mmaction - INFO - Epoch [83][900/3757] lr: 7.675e-02, eta: 6 days, 8:58:26, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6055, loss_cls: 2.9246, loss: 2.9246, grad_norm: 2.4087 2020-07-26 20:18:19,678 - mmaction - INFO - Epoch [83][920/3757] lr: 7.675e-02, eta: 6 days, 8:58:05, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6031, loss_cls: 2.9577, loss: 2.9577, grad_norm: 2.4068 2020-07-26 20:18:35,516 - mmaction - INFO - Epoch [83][940/3757] lr: 7.675e-02, eta: 6 days, 8:57:45, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6242, loss_cls: 2.8806, loss: 2.8806, grad_norm: 2.3731 2020-07-26 20:18:51,298 - mmaction - INFO - Epoch [83][960/3757] lr: 7.675e-02, eta: 6 days, 8:57:25, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6125, loss_cls: 2.9512, loss: 2.9512, grad_norm: 2.5002 2020-07-26 20:19:07,066 - mmaction - INFO - Epoch [83][980/3757] lr: 7.675e-02, eta: 6 days, 8:57:05, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5977, loss_cls: 3.0279, loss: 3.0279, grad_norm: 2.4574 2020-07-26 20:19:22,936 - mmaction - INFO - Epoch [83][1000/3757] lr: 7.675e-02, eta: 6 days, 8:56:44, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5883, loss_cls: 3.0256, loss: 3.0256, grad_norm: 2.3989 2020-07-26 20:19:38,693 - mmaction - INFO - Epoch [83][1020/3757] lr: 7.675e-02, eta: 6 days, 8:56:24, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5727, loss_cls: 3.1028, loss: 3.1028, grad_norm: 2.4740 2020-07-26 20:19:54,465 - mmaction - INFO - Epoch [83][1040/3757] lr: 7.675e-02, eta: 6 days, 8:56:04, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6078, loss_cls: 3.0002, loss: 3.0002, grad_norm: 2.3977 2020-07-26 20:20:10,216 - mmaction - INFO - Epoch [83][1060/3757] lr: 7.675e-02, eta: 6 days, 8:55:43, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5820, loss_cls: 3.0632, loss: 3.0632, grad_norm: 2.4800 2020-07-26 20:20:25,992 - mmaction - INFO - Epoch [83][1080/3757] lr: 7.675e-02, eta: 6 days, 8:55:23, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3031, top5_acc: 0.5711, loss_cls: 3.1063, loss: 3.1063, grad_norm: 2.4460 2020-07-26 20:20:41,773 - mmaction - INFO - Epoch [83][1100/3757] lr: 7.675e-02, eta: 6 days, 8:55:02, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5734, loss_cls: 3.0859, loss: 3.0859, grad_norm: 2.3948 2020-07-26 20:20:57,548 - mmaction - INFO - Epoch [83][1120/3757] lr: 7.675e-02, eta: 6 days, 8:54:42, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6289, loss_cls: 2.8830, loss: 2.8830, grad_norm: 2.4274 2020-07-26 20:21:13,296 - mmaction - INFO - Epoch [83][1140/3757] lr: 7.675e-02, eta: 6 days, 8:54:22, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5875, loss_cls: 2.9693, loss: 2.9693, grad_norm: 2.4535 2020-07-26 20:21:29,078 - mmaction - INFO - Epoch [83][1160/3757] lr: 7.675e-02, eta: 6 days, 8:54:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6117, loss_cls: 2.8965, loss: 2.8965, grad_norm: 2.3981 2020-07-26 20:21:44,913 - mmaction - INFO - Epoch [83][1180/3757] lr: 7.675e-02, eta: 6 days, 8:53:41, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.5906, loss_cls: 2.9541, loss: 2.9541, grad_norm: 2.3612 2020-07-26 20:22:00,725 - mmaction - INFO - Epoch [83][1200/3757] lr: 7.675e-02, eta: 6 days, 8:53:21, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5984, loss_cls: 2.9257, loss: 2.9257, grad_norm: 2.4444 2020-07-26 20:22:16,444 - mmaction - INFO - Epoch [83][1220/3757] lr: 7.675e-02, eta: 6 days, 8:53:00, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5977, loss_cls: 2.9790, loss: 2.9790, grad_norm: 2.4308 2020-07-26 20:22:32,242 - mmaction - INFO - Epoch [83][1240/3757] lr: 7.675e-02, eta: 6 days, 8:52:40, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6062, loss_cls: 2.9714, loss: 2.9714, grad_norm: 2.4234 2020-07-26 20:22:48,096 - mmaction - INFO - Epoch [83][1260/3757] lr: 7.675e-02, eta: 6 days, 8:52:20, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5844, loss_cls: 3.0379, loss: 3.0379, grad_norm: 2.4271 2020-07-26 20:23:03,895 - mmaction - INFO - Epoch [83][1280/3757] lr: 7.675e-02, eta: 6 days, 8:51:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.5898, loss_cls: 2.9810, loss: 2.9810, grad_norm: 2.4099 2020-07-26 20:23:19,679 - mmaction - INFO - Epoch [83][1300/3757] lr: 7.675e-02, eta: 6 days, 8:51:39, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5945, loss_cls: 3.0372, loss: 3.0372, grad_norm: 2.4748 2020-07-26 20:23:35,468 - mmaction - INFO - Epoch [83][1320/3757] lr: 7.675e-02, eta: 6 days, 8:51:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.9307, loss: 2.9307, grad_norm: 2.4478 2020-07-26 20:23:51,284 - mmaction - INFO - Epoch [83][1340/3757] lr: 7.675e-02, eta: 6 days, 8:50:59, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6078, loss_cls: 3.0051, loss: 3.0051, grad_norm: 2.5685 2020-07-26 20:24:07,008 - mmaction - INFO - Epoch [83][1360/3757] lr: 7.675e-02, eta: 6 days, 8:50:38, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6109, loss_cls: 2.9394, loss: 2.9394, grad_norm: 2.4372 2020-07-26 20:24:23,320 - mmaction - INFO - Epoch [83][1380/3757] lr: 7.675e-02, eta: 6 days, 8:50:19, time: 0.816, data_time: 0.026, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6211, loss_cls: 2.8916, loss: 2.8916, grad_norm: 2.4384 2020-07-26 20:24:39,331 - mmaction - INFO - Epoch [83][1400/3757] lr: 7.675e-02, eta: 6 days, 8:50:00, time: 0.800, data_time: 0.014, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6062, loss_cls: 2.9795, loss: 2.9795, grad_norm: 2.5037 2020-07-26 20:24:55,507 - mmaction - INFO - Epoch [83][1420/3757] lr: 7.675e-02, eta: 6 days, 8:49:41, time: 0.809, data_time: 0.023, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5742, loss_cls: 3.1115, loss: 3.1115, grad_norm: 2.5104 2020-07-26 20:25:11,524 - mmaction - INFO - Epoch [83][1440/3757] lr: 7.675e-02, eta: 6 days, 8:49:21, time: 0.801, data_time: 0.015, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6156, loss_cls: 2.9396, loss: 2.9396, grad_norm: 2.3995 2020-07-26 20:25:27,332 - mmaction - INFO - Epoch [83][1460/3757] lr: 7.675e-02, eta: 6 days, 8:49:01, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6094, loss_cls: 2.9505, loss: 2.9505, grad_norm: 2.5010 2020-07-26 20:25:43,166 - mmaction - INFO - Epoch [83][1480/3757] lr: 7.675e-02, eta: 6 days, 8:48:41, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6250, loss_cls: 2.8883, loss: 2.8883, grad_norm: 2.4956 2020-07-26 20:25:58,946 - mmaction - INFO - Epoch [83][1500/3757] lr: 7.675e-02, eta: 6 days, 8:48:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5836, loss_cls: 2.9676, loss: 2.9676, grad_norm: 2.4432 2020-07-26 20:26:14,678 - mmaction - INFO - Epoch [83][1520/3757] lr: 7.675e-02, eta: 6 days, 8:48:00, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5813, loss_cls: 3.1426, loss: 3.1426, grad_norm: 2.4721 2020-07-26 20:26:30,418 - mmaction - INFO - Epoch [83][1540/3757] lr: 7.675e-02, eta: 6 days, 8:47:39, time: 0.787, data_time: 0.005, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6078, loss_cls: 2.9393, loss: 2.9393, grad_norm: 2.3553 2020-07-26 20:26:46,245 - mmaction - INFO - Epoch [83][1560/3757] lr: 7.675e-02, eta: 6 days, 8:47:19, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5813, loss_cls: 3.1454, loss: 3.1454, grad_norm: 2.4096 2020-07-26 20:27:02,121 - mmaction - INFO - Epoch [83][1580/3757] lr: 7.675e-02, eta: 6 days, 8:46:59, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6266, loss_cls: 2.9042, loss: 2.9042, grad_norm: 2.4217 2020-07-26 20:27:17,926 - mmaction - INFO - Epoch [83][1600/3757] lr: 7.675e-02, eta: 6 days, 8:46:39, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5953, loss_cls: 3.0270, loss: 3.0270, grad_norm: 2.4040 2020-07-26 20:27:33,640 - mmaction - INFO - Epoch [83][1620/3757] lr: 7.675e-02, eta: 6 days, 8:46:18, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5703, loss_cls: 3.0454, loss: 3.0454, grad_norm: 2.4193 2020-07-26 20:27:49,365 - mmaction - INFO - Epoch [83][1640/3757] lr: 7.675e-02, eta: 6 days, 8:45:58, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6180, loss_cls: 2.9615, loss: 2.9615, grad_norm: 2.4164 2020-07-26 20:28:05,137 - mmaction - INFO - Epoch [83][1660/3757] lr: 7.675e-02, eta: 6 days, 8:45:38, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5570, loss_cls: 3.1078, loss: 3.1078, grad_norm: 2.4663 2020-07-26 20:28:20,918 - mmaction - INFO - Epoch [83][1680/3757] lr: 7.675e-02, eta: 6 days, 8:45:17, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6031, loss_cls: 2.9649, loss: 2.9649, grad_norm: 2.3814 2020-07-26 20:28:36,713 - mmaction - INFO - Epoch [83][1700/3757] lr: 7.675e-02, eta: 6 days, 8:44:57, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6117, loss_cls: 2.8487, loss: 2.8487, grad_norm: 2.3618 2020-07-26 20:28:52,469 - mmaction - INFO - Epoch [83][1720/3757] lr: 7.675e-02, eta: 6 days, 8:44:37, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5914, loss_cls: 3.0197, loss: 3.0197, grad_norm: 2.4371 2020-07-26 20:29:08,268 - mmaction - INFO - Epoch [83][1740/3757] lr: 7.675e-02, eta: 6 days, 8:44:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5992, loss_cls: 2.9954, loss: 2.9954, grad_norm: 2.4373 2020-07-26 20:29:24,046 - mmaction - INFO - Epoch [83][1760/3757] lr: 7.675e-02, eta: 6 days, 8:43:56, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6055, loss_cls: 2.9469, loss: 2.9469, grad_norm: 2.3743 2020-07-26 20:29:39,869 - mmaction - INFO - Epoch [83][1780/3757] lr: 7.675e-02, eta: 6 days, 8:43:36, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.5883, loss_cls: 2.9875, loss: 2.9875, grad_norm: 2.4327 2020-07-26 20:29:55,733 - mmaction - INFO - Epoch [83][1800/3757] lr: 7.675e-02, eta: 6 days, 8:43:16, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6039, loss_cls: 2.9819, loss: 2.9819, grad_norm: 2.3705 2020-07-26 20:30:11,754 - mmaction - INFO - Epoch [83][1820/3757] lr: 7.675e-02, eta: 6 days, 8:42:56, time: 0.800, data_time: 0.011, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6055, loss_cls: 2.9315, loss: 2.9315, grad_norm: 2.5011 2020-07-26 20:30:27,558 - mmaction - INFO - Epoch [83][1840/3757] lr: 7.675e-02, eta: 6 days, 8:42:36, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6188, loss_cls: 2.8756, loss: 2.8756, grad_norm: 2.3793 2020-07-26 20:30:43,389 - mmaction - INFO - Epoch [83][1860/3757] lr: 7.675e-02, eta: 6 days, 8:42:16, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5953, loss_cls: 3.1073, loss: 3.1073, grad_norm: 2.4540 2020-07-26 20:30:59,205 - mmaction - INFO - Epoch [83][1880/3757] lr: 7.675e-02, eta: 6 days, 8:41:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6117, loss_cls: 2.9652, loss: 2.9652, grad_norm: 2.3377 2020-07-26 20:31:15,020 - mmaction - INFO - Epoch [83][1900/3757] lr: 7.675e-02, eta: 6 days, 8:41:35, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5961, loss_cls: 3.0158, loss: 3.0158, grad_norm: 2.3872 2020-07-26 20:31:30,833 - mmaction - INFO - Epoch [83][1920/3757] lr: 7.675e-02, eta: 6 days, 8:41:15, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6219, loss_cls: 2.9226, loss: 2.9226, grad_norm: 2.4045 2020-07-26 20:31:46,685 - mmaction - INFO - Epoch [83][1940/3757] lr: 7.675e-02, eta: 6 days, 8:40:55, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5922, loss_cls: 2.9627, loss: 2.9627, grad_norm: 2.4520 2020-07-26 20:32:02,504 - mmaction - INFO - Epoch [83][1960/3757] lr: 7.675e-02, eta: 6 days, 8:40:35, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6109, loss_cls: 2.9527, loss: 2.9527, grad_norm: 2.3670 2020-07-26 20:32:18,350 - mmaction - INFO - Epoch [83][1980/3757] lr: 7.675e-02, eta: 6 days, 8:40:15, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6273, loss_cls: 2.8556, loss: 2.8556, grad_norm: 2.3666 2020-07-26 20:32:34,169 - mmaction - INFO - Epoch [83][2000/3757] lr: 7.675e-02, eta: 6 days, 8:39:54, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5852, loss_cls: 3.0726, loss: 3.0726, grad_norm: 2.3965 2020-07-26 20:32:50,112 - mmaction - INFO - Epoch [83][2020/3757] lr: 7.675e-02, eta: 6 days, 8:39:35, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5875, loss_cls: 3.0518, loss: 3.0518, grad_norm: 2.4251 2020-07-26 20:33:05,983 - mmaction - INFO - Epoch [83][2040/3757] lr: 7.675e-02, eta: 6 days, 8:39:15, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0324, loss: 3.0324, grad_norm: 2.4040 2020-07-26 20:33:21,831 - mmaction - INFO - Epoch [83][2060/3757] lr: 7.675e-02, eta: 6 days, 8:38:55, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6023, loss_cls: 3.0219, loss: 3.0219, grad_norm: 2.4160 2020-07-26 20:33:37,634 - mmaction - INFO - Epoch [83][2080/3757] lr: 7.675e-02, eta: 6 days, 8:38:34, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6047, loss_cls: 2.9314, loss: 2.9314, grad_norm: 2.4289 2020-07-26 20:33:53,413 - mmaction - INFO - Epoch [83][2100/3757] lr: 7.675e-02, eta: 6 days, 8:38:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5828, loss_cls: 3.0321, loss: 3.0321, grad_norm: 2.4653 2020-07-26 20:34:09,188 - mmaction - INFO - Epoch [83][2120/3757] lr: 7.675e-02, eta: 6 days, 8:37:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5852, loss_cls: 3.0747, loss: 3.0747, grad_norm: 2.3906 2020-07-26 20:34:25,015 - mmaction - INFO - Epoch [83][2140/3757] lr: 7.675e-02, eta: 6 days, 8:37:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5922, loss_cls: 2.9687, loss: 2.9687, grad_norm: 2.4288 2020-07-26 20:34:40,882 - mmaction - INFO - Epoch [83][2160/3757] lr: 7.675e-02, eta: 6 days, 8:37:13, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5906, loss_cls: 3.0509, loss: 3.0509, grad_norm: 2.4218 2020-07-26 20:34:56,685 - mmaction - INFO - Epoch [83][2180/3757] lr: 7.675e-02, eta: 6 days, 8:36:53, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5820, loss_cls: 3.0526, loss: 3.0526, grad_norm: 2.4163 2020-07-26 20:35:12,476 - mmaction - INFO - Epoch [83][2200/3757] lr: 7.675e-02, eta: 6 days, 8:36:33, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6000, loss_cls: 2.9882, loss: 2.9882, grad_norm: 2.4250 2020-07-26 20:35:28,335 - mmaction - INFO - Epoch [83][2220/3757] lr: 7.675e-02, eta: 6 days, 8:36:13, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5844, loss_cls: 3.0749, loss: 3.0749, grad_norm: 2.4451 2020-07-26 20:35:44,130 - mmaction - INFO - Epoch [83][2240/3757] lr: 7.675e-02, eta: 6 days, 8:35:53, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5844, loss_cls: 3.0333, loss: 3.0333, grad_norm: 2.3901 2020-07-26 20:35:59,868 - mmaction - INFO - Epoch [83][2260/3757] lr: 7.675e-02, eta: 6 days, 8:35:32, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6047, loss_cls: 2.9590, loss: 2.9590, grad_norm: 2.2989 2020-07-26 20:36:15,750 - mmaction - INFO - Epoch [83][2280/3757] lr: 7.675e-02, eta: 6 days, 8:35:12, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5930, loss_cls: 2.9872, loss: 2.9872, grad_norm: 2.4620 2020-07-26 20:36:31,584 - mmaction - INFO - Epoch [83][2300/3757] lr: 7.675e-02, eta: 6 days, 8:34:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6031, loss_cls: 2.9577, loss: 2.9577, grad_norm: 2.4129 2020-07-26 20:36:47,726 - mmaction - INFO - Epoch [83][2320/3757] lr: 7.675e-02, eta: 6 days, 8:34:33, time: 0.808, data_time: 0.017, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5969, loss_cls: 2.9656, loss: 2.9656, grad_norm: 2.4310 2020-07-26 20:37:03,920 - mmaction - INFO - Epoch [83][2340/3757] lr: 7.675e-02, eta: 6 days, 8:34:14, time: 0.809, data_time: 0.022, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6016, loss_cls: 2.9763, loss: 2.9763, grad_norm: 2.4584 2020-07-26 20:37:19,987 - mmaction - INFO - Epoch [83][2360/3757] lr: 7.675e-02, eta: 6 days, 8:33:54, time: 0.804, data_time: 0.014, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6008, loss_cls: 2.9905, loss: 2.9905, grad_norm: 2.4248 2020-07-26 20:37:35,803 - mmaction - INFO - Epoch [83][2380/3757] lr: 7.675e-02, eta: 6 days, 8:33:34, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6008, loss_cls: 2.9938, loss: 2.9938, grad_norm: 2.4789 2020-07-26 20:37:51,553 - mmaction - INFO - Epoch [83][2400/3757] lr: 7.675e-02, eta: 6 days, 8:33:14, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5898, loss_cls: 3.0377, loss: 3.0377, grad_norm: 2.4893 2020-07-26 20:38:07,875 - mmaction - INFO - Epoch [83][2420/3757] lr: 7.675e-02, eta: 6 days, 8:32:55, time: 0.816, data_time: 0.028, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6164, loss_cls: 2.9644, loss: 2.9644, grad_norm: 2.4739 2020-07-26 20:38:23,661 - mmaction - INFO - Epoch [83][2440/3757] lr: 7.675e-02, eta: 6 days, 8:32:35, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6047, loss_cls: 2.9211, loss: 2.9211, grad_norm: 2.4836 2020-07-26 20:38:39,473 - mmaction - INFO - Epoch [83][2460/3757] lr: 7.675e-02, eta: 6 days, 8:32:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5906, loss_cls: 3.0283, loss: 3.0283, grad_norm: 2.4245 2020-07-26 20:38:55,297 - mmaction - INFO - Epoch [83][2480/3757] lr: 7.675e-02, eta: 6 days, 8:31:55, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6086, loss_cls: 2.9933, loss: 2.9933, grad_norm: 2.3709 2020-07-26 20:39:11,008 - mmaction - INFO - Epoch [83][2500/3757] lr: 7.675e-02, eta: 6 days, 8:31:34, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5820, loss_cls: 3.0005, loss: 3.0005, grad_norm: 2.4227 2020-07-26 20:39:26,835 - mmaction - INFO - Epoch [83][2520/3757] lr: 7.675e-02, eta: 6 days, 8:31:14, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5797, loss_cls: 3.0876, loss: 3.0876, grad_norm: 2.4287 2020-07-26 20:39:42,674 - mmaction - INFO - Epoch [83][2540/3757] lr: 7.675e-02, eta: 6 days, 8:30:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6102, loss_cls: 2.8822, loss: 2.8822, grad_norm: 2.4002 2020-07-26 20:39:58,911 - mmaction - INFO - Epoch [83][2560/3757] lr: 7.675e-02, eta: 6 days, 8:30:35, time: 0.813, data_time: 0.018, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6070, loss_cls: 2.9608, loss: 2.9608, grad_norm: 2.4924 2020-07-26 20:40:14,685 - mmaction - INFO - Epoch [83][2580/3757] lr: 7.675e-02, eta: 6 days, 8:30:15, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5742, loss_cls: 3.0210, loss: 3.0210, grad_norm: 2.4072 2020-07-26 20:40:30,502 - mmaction - INFO - Epoch [83][2600/3757] lr: 7.675e-02, eta: 6 days, 8:29:54, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5906, loss_cls: 3.0229, loss: 3.0229, grad_norm: 2.4523 2020-07-26 20:40:46,335 - mmaction - INFO - Epoch [83][2620/3757] lr: 7.675e-02, eta: 6 days, 8:29:34, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6023, loss_cls: 3.0256, loss: 3.0256, grad_norm: 2.4566 2020-07-26 20:41:02,129 - mmaction - INFO - Epoch [83][2640/3757] lr: 7.675e-02, eta: 6 days, 8:29:14, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5977, loss_cls: 2.9783, loss: 2.9783, grad_norm: 2.4363 2020-07-26 20:41:18,252 - mmaction - INFO - Epoch [83][2660/3757] lr: 7.675e-02, eta: 6 days, 8:28:55, time: 0.806, data_time: 0.019, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5969, loss_cls: 3.0313, loss: 3.0313, grad_norm: 2.4662 2020-07-26 20:41:34,100 - mmaction - INFO - Epoch [83][2680/3757] lr: 7.675e-02, eta: 6 days, 8:28:35, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5836, loss_cls: 3.0781, loss: 3.0781, grad_norm: 2.3821 2020-07-26 20:41:49,912 - mmaction - INFO - Epoch [83][2700/3757] lr: 7.675e-02, eta: 6 days, 8:28:15, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6008, loss_cls: 2.9493, loss: 2.9493, grad_norm: 2.3794 2020-07-26 20:42:05,748 - mmaction - INFO - Epoch [83][2720/3757] lr: 7.675e-02, eta: 6 days, 8:27:55, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5914, loss_cls: 3.0202, loss: 3.0202, grad_norm: 2.4189 2020-07-26 20:42:21,677 - mmaction - INFO - Epoch [83][2740/3757] lr: 7.675e-02, eta: 6 days, 8:27:35, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5938, loss_cls: 3.0007, loss: 3.0007, grad_norm: 2.4002 2020-07-26 20:42:37,408 - mmaction - INFO - Epoch [83][2760/3757] lr: 7.675e-02, eta: 6 days, 8:27:14, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6031, loss_cls: 3.0013, loss: 3.0013, grad_norm: 2.4911 2020-07-26 20:42:53,239 - mmaction - INFO - Epoch [83][2780/3757] lr: 7.675e-02, eta: 6 days, 8:26:54, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6141, loss_cls: 2.9307, loss: 2.9307, grad_norm: 2.4720 2020-07-26 20:43:09,102 - mmaction - INFO - Epoch [83][2800/3757] lr: 7.675e-02, eta: 6 days, 8:26:34, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5836, loss_cls: 3.0676, loss: 3.0676, grad_norm: 2.3692 2020-07-26 20:43:24,944 - mmaction - INFO - Epoch [83][2820/3757] lr: 7.675e-02, eta: 6 days, 8:26:14, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6031, loss_cls: 2.9496, loss: 2.9496, grad_norm: 2.3761 2020-07-26 20:43:40,912 - mmaction - INFO - Epoch [83][2840/3757] lr: 7.675e-02, eta: 6 days, 8:25:54, time: 0.800, data_time: 0.005, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6070, loss_cls: 3.0072, loss: 3.0072, grad_norm: 2.3799 2020-07-26 20:43:56,806 - mmaction - INFO - Epoch [83][2860/3757] lr: 7.675e-02, eta: 6 days, 8:25:34, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5984, loss_cls: 2.9782, loss: 2.9782, grad_norm: 2.3505 2020-07-26 20:44:12,653 - mmaction - INFO - Epoch [83][2880/3757] lr: 7.675e-02, eta: 6 days, 8:25:14, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 3.0101, loss: 3.0101, grad_norm: 2.4411 2020-07-26 20:44:28,525 - mmaction - INFO - Epoch [83][2900/3757] lr: 7.675e-02, eta: 6 days, 8:24:54, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5852, loss_cls: 3.0839, loss: 3.0839, grad_norm: 2.4110 2020-07-26 20:44:44,362 - mmaction - INFO - Epoch [83][2920/3757] lr: 7.675e-02, eta: 6 days, 8:24:34, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6086, loss_cls: 2.9344, loss: 2.9344, grad_norm: 2.3512 2020-07-26 20:45:00,145 - mmaction - INFO - Epoch [83][2940/3757] lr: 7.675e-02, eta: 6 days, 8:24:14, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6086, loss_cls: 2.9251, loss: 2.9251, grad_norm: 2.4479 2020-07-26 20:45:15,892 - mmaction - INFO - Epoch [83][2960/3757] lr: 7.675e-02, eta: 6 days, 8:23:54, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 3.0262, loss: 3.0262, grad_norm: 2.4378 2020-07-26 20:45:31,759 - mmaction - INFO - Epoch [83][2980/3757] lr: 7.675e-02, eta: 6 days, 8:23:34, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5938, loss_cls: 3.0367, loss: 3.0367, grad_norm: 2.3943 2020-07-26 20:45:47,489 - mmaction - INFO - Epoch [83][3000/3757] lr: 7.675e-02, eta: 6 days, 8:23:13, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5992, loss_cls: 2.9677, loss: 2.9677, grad_norm: 2.4364 2020-07-26 20:46:03,293 - mmaction - INFO - Epoch [83][3020/3757] lr: 7.675e-02, eta: 6 days, 8:22:53, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5687, loss_cls: 3.0871, loss: 3.0871, grad_norm: 2.4850 2020-07-26 20:46:19,192 - mmaction - INFO - Epoch [83][3040/3757] lr: 7.675e-02, eta: 6 days, 8:22:33, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6047, loss_cls: 3.0639, loss: 3.0639, grad_norm: 2.4572 2020-07-26 20:46:35,250 - mmaction - INFO - Epoch [83][3060/3757] lr: 7.675e-02, eta: 6 days, 8:22:14, time: 0.804, data_time: 0.016, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6211, loss_cls: 2.9404, loss: 2.9404, grad_norm: 2.3729 2020-07-26 20:46:51,294 - mmaction - INFO - Epoch [83][3080/3757] lr: 7.675e-02, eta: 6 days, 8:21:54, time: 0.801, data_time: 0.019, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6109, loss_cls: 2.9708, loss: 2.9708, grad_norm: 2.4249 2020-07-26 20:47:07,249 - mmaction - INFO - Epoch [83][3100/3757] lr: 7.675e-02, eta: 6 days, 8:21:34, time: 0.799, data_time: 0.015, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5984, loss_cls: 3.0241, loss: 3.0241, grad_norm: 2.4762 2020-07-26 20:47:23,389 - mmaction - INFO - Epoch [83][3120/3757] lr: 7.675e-02, eta: 6 days, 8:21:15, time: 0.807, data_time: 0.024, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5891, loss_cls: 3.0178, loss: 3.0178, grad_norm: 2.4117 2020-07-26 20:47:39,149 - mmaction - INFO - Epoch [83][3140/3757] lr: 7.675e-02, eta: 6 days, 8:20:55, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6094, loss_cls: 2.9771, loss: 2.9771, grad_norm: 2.4485 2020-07-26 20:47:54,955 - mmaction - INFO - Epoch [83][3160/3757] lr: 7.675e-02, eta: 6 days, 8:20:35, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5977, loss_cls: 3.0274, loss: 3.0274, grad_norm: 2.4764 2020-07-26 20:48:10,701 - mmaction - INFO - Epoch [83][3180/3757] lr: 7.675e-02, eta: 6 days, 8:20:14, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5641, loss_cls: 3.1140, loss: 3.1140, grad_norm: 2.3876 2020-07-26 20:48:26,542 - mmaction - INFO - Epoch [83][3200/3757] lr: 7.675e-02, eta: 6 days, 8:19:54, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6172, loss_cls: 2.9244, loss: 2.9244, grad_norm: 2.3898 2020-07-26 20:48:42,344 - mmaction - INFO - Epoch [83][3220/3757] lr: 7.675e-02, eta: 6 days, 8:19:34, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5695, loss_cls: 3.0228, loss: 3.0228, grad_norm: 2.3826 2020-07-26 20:48:58,161 - mmaction - INFO - Epoch [83][3240/3757] lr: 7.675e-02, eta: 6 days, 8:19:14, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3617, top5_acc: 0.5953, loss_cls: 3.0298, loss: 3.0298, grad_norm: 2.3840 2020-07-26 20:49:13,900 - mmaction - INFO - Epoch [83][3260/3757] lr: 7.675e-02, eta: 6 days, 8:18:54, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6141, loss_cls: 2.9930, loss: 2.9930, grad_norm: 2.3688 2020-07-26 20:49:29,620 - mmaction - INFO - Epoch [83][3280/3757] lr: 7.675e-02, eta: 6 days, 8:18:33, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6039, loss_cls: 2.9757, loss: 2.9757, grad_norm: 2.4466 2020-07-26 20:49:45,445 - mmaction - INFO - Epoch [83][3300/3757] lr: 7.675e-02, eta: 6 days, 8:18:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6148, loss_cls: 2.9237, loss: 2.9237, grad_norm: 2.4678 2020-07-26 20:50:01,166 - mmaction - INFO - Epoch [83][3320/3757] lr: 7.675e-02, eta: 6 days, 8:17:53, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6023, loss_cls: 3.0530, loss: 3.0530, grad_norm: 2.4753 2020-07-26 20:50:17,001 - mmaction - INFO - Epoch [83][3340/3757] lr: 7.675e-02, eta: 6 days, 8:17:32, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5930, loss_cls: 3.0658, loss: 3.0658, grad_norm: 2.4803 2020-07-26 20:50:32,737 - mmaction - INFO - Epoch [83][3360/3757] lr: 7.675e-02, eta: 6 days, 8:17:12, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5820, loss_cls: 2.9929, loss: 2.9929, grad_norm: 2.3603 2020-07-26 20:50:48,508 - mmaction - INFO - Epoch [83][3380/3757] lr: 7.675e-02, eta: 6 days, 8:16:52, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5906, loss_cls: 3.0162, loss: 3.0162, grad_norm: 2.4158 2020-07-26 20:51:04,322 - mmaction - INFO - Epoch [83][3400/3757] lr: 7.675e-02, eta: 6 days, 8:16:32, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6023, loss_cls: 2.9564, loss: 2.9564, grad_norm: 2.4255 2020-07-26 20:51:20,055 - mmaction - INFO - Epoch [83][3420/3757] lr: 7.675e-02, eta: 6 days, 8:16:11, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5836, loss_cls: 3.0898, loss: 3.0898, grad_norm: 2.4339 2020-07-26 20:51:35,855 - mmaction - INFO - Epoch [83][3440/3757] lr: 7.675e-02, eta: 6 days, 8:15:51, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6086, loss_cls: 2.9338, loss: 2.9338, grad_norm: 2.4291 2020-07-26 20:51:51,672 - mmaction - INFO - Epoch [83][3460/3757] lr: 7.675e-02, eta: 6 days, 8:15:31, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5703, loss_cls: 3.1451, loss: 3.1451, grad_norm: 2.4831 2020-07-26 20:52:07,364 - mmaction - INFO - Epoch [83][3480/3757] lr: 7.675e-02, eta: 6 days, 8:15:10, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5844, loss_cls: 3.0186, loss: 3.0186, grad_norm: 2.3949 2020-07-26 20:52:23,132 - mmaction - INFO - Epoch [83][3500/3757] lr: 7.675e-02, eta: 6 days, 8:14:50, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6148, loss_cls: 2.8906, loss: 2.8906, grad_norm: 2.3624 2020-07-26 20:52:38,926 - mmaction - INFO - Epoch [83][3520/3757] lr: 7.675e-02, eta: 6 days, 8:14:30, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5977, loss_cls: 2.9765, loss: 2.9765, grad_norm: 2.3997 2020-07-26 20:52:54,619 - mmaction - INFO - Epoch [83][3540/3757] lr: 7.675e-02, eta: 6 days, 8:14:09, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 3.0067, loss: 3.0067, grad_norm: 2.4766 2020-07-26 20:53:10,451 - mmaction - INFO - Epoch [83][3560/3757] lr: 7.675e-02, eta: 6 days, 8:13:49, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5555, loss_cls: 3.1152, loss: 3.1152, grad_norm: 2.4327 2020-07-26 20:53:26,183 - mmaction - INFO - Epoch [83][3580/3757] lr: 7.675e-02, eta: 6 days, 8:13:29, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5953, loss_cls: 2.9776, loss: 2.9776, grad_norm: 2.4202 2020-07-26 20:53:42,063 - mmaction - INFO - Epoch [83][3600/3757] lr: 7.675e-02, eta: 6 days, 8:13:09, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5938, loss_cls: 3.0568, loss: 3.0568, grad_norm: 2.4341 2020-07-26 20:53:57,921 - mmaction - INFO - Epoch [83][3620/3757] lr: 7.675e-02, eta: 6 days, 8:12:49, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5906, loss_cls: 2.9789, loss: 2.9789, grad_norm: 2.3615 2020-07-26 20:54:13,860 - mmaction - INFO - Epoch [83][3640/3757] lr: 7.675e-02, eta: 6 days, 8:12:29, time: 0.797, data_time: 0.012, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6062, loss_cls: 2.9540, loss: 2.9540, grad_norm: 2.4007 2020-07-26 20:54:29,721 - mmaction - INFO - Epoch [83][3660/3757] lr: 7.675e-02, eta: 6 days, 8:12:09, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5703, loss_cls: 3.0824, loss: 3.0824, grad_norm: 2.4277 2020-07-26 20:54:45,617 - mmaction - INFO - Epoch [83][3680/3757] lr: 7.675e-02, eta: 6 days, 8:11:49, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6172, loss_cls: 2.9298, loss: 2.9298, grad_norm: 2.3612 2020-07-26 20:55:01,430 - mmaction - INFO - Epoch [83][3700/3757] lr: 7.675e-02, eta: 6 days, 8:11:29, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5828, loss_cls: 2.9947, loss: 2.9947, grad_norm: 2.4157 2020-07-26 20:55:17,217 - mmaction - INFO - Epoch [83][3720/3757] lr: 7.675e-02, eta: 6 days, 8:11:09, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5977, loss_cls: 2.9957, loss: 2.9957, grad_norm: 2.4357 2020-07-26 20:55:33,005 - mmaction - INFO - Epoch [83][3740/3757] lr: 7.675e-02, eta: 6 days, 8:10:49, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5898, loss_cls: 3.0350, loss: 3.0350, grad_norm: 2.3995 2020-07-26 20:58:51,264 - mmaction - INFO - Epoch [84][20/3757] lr: 7.623e-02, eta: 6 days, 8:18:05, time: 8.991, data_time: 8.102, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6062, loss_cls: 2.9823, loss: 2.9823, grad_norm: 2.4073 2020-07-26 20:59:07,558 - mmaction - INFO - Epoch [84][40/3757] lr: 7.623e-02, eta: 6 days, 8:17:46, time: 0.815, data_time: 0.026, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6078, loss_cls: 2.9787, loss: 2.9787, grad_norm: 2.4470 2020-07-26 20:59:23,352 - mmaction - INFO - Epoch [84][60/3757] lr: 7.623e-02, eta: 6 days, 8:17:26, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5859, loss_cls: 3.0660, loss: 3.0660, grad_norm: 2.4441 2020-07-26 20:59:39,219 - mmaction - INFO - Epoch [84][80/3757] lr: 7.623e-02, eta: 6 days, 8:17:06, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6000, loss_cls: 2.9821, loss: 2.9821, grad_norm: 2.4779 2020-07-26 20:59:55,095 - mmaction - INFO - Epoch [84][100/3757] lr: 7.623e-02, eta: 6 days, 8:16:46, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6258, loss_cls: 2.9147, loss: 2.9147, grad_norm: 2.4710 2020-07-26 21:00:16,800 - mmaction - INFO - Epoch [84][120/3757] lr: 7.623e-02, eta: 6 days, 8:16:44, time: 1.084, data_time: 0.006, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5953, loss_cls: 3.0545, loss: 3.0545, grad_norm: 2.3853 2020-07-26 21:00:32,677 - mmaction - INFO - Epoch [84][140/3757] lr: 7.623e-02, eta: 6 days, 8:16:24, time: 0.796, data_time: 0.006, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6156, loss_cls: 2.9522, loss: 2.9522, grad_norm: 2.3973 2020-07-26 21:00:48,528 - mmaction - INFO - Epoch [84][160/3757] lr: 7.623e-02, eta: 6 days, 8:16:04, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.5930, loss_cls: 2.9757, loss: 2.9757, grad_norm: 2.4840 2020-07-26 21:01:04,302 - mmaction - INFO - Epoch [84][180/3757] lr: 7.623e-02, eta: 6 days, 8:15:44, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6125, loss_cls: 2.9171, loss: 2.9171, grad_norm: 2.3991 2020-07-26 21:01:20,203 - mmaction - INFO - Epoch [84][200/3757] lr: 7.623e-02, eta: 6 days, 8:15:24, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6117, loss_cls: 2.9117, loss: 2.9117, grad_norm: 2.4005 2020-07-26 21:01:36,065 - mmaction - INFO - Epoch [84][220/3757] lr: 7.623e-02, eta: 6 days, 8:15:04, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6164, loss_cls: 2.9414, loss: 2.9414, grad_norm: 2.4467 2020-07-26 21:01:51,854 - mmaction - INFO - Epoch [84][240/3757] lr: 7.623e-02, eta: 6 days, 8:14:44, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6125, loss_cls: 2.8979, loss: 2.8979, grad_norm: 2.4127 2020-07-26 21:02:07,768 - mmaction - INFO - Epoch [84][260/3757] lr: 7.623e-02, eta: 6 days, 8:14:24, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5687, loss_cls: 3.1365, loss: 3.1365, grad_norm: 2.4251 2020-07-26 21:02:23,565 - mmaction - INFO - Epoch [84][280/3757] lr: 7.623e-02, eta: 6 days, 8:14:03, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6195, loss_cls: 2.9106, loss: 2.9106, grad_norm: 2.4040 2020-07-26 21:02:39,417 - mmaction - INFO - Epoch [84][300/3757] lr: 7.623e-02, eta: 6 days, 8:13:43, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.0518, loss: 3.0518, grad_norm: 2.4931 2020-07-26 21:02:55,249 - mmaction - INFO - Epoch [84][320/3757] lr: 7.623e-02, eta: 6 days, 8:13:23, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6133, loss_cls: 2.9561, loss: 2.9561, grad_norm: 2.4300 2020-07-26 21:03:11,032 - mmaction - INFO - Epoch [84][340/3757] lr: 7.623e-02, eta: 6 days, 8:13:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5906, loss_cls: 3.0518, loss: 3.0518, grad_norm: 2.4861 2020-07-26 21:03:26,955 - mmaction - INFO - Epoch [84][360/3757] lr: 7.623e-02, eta: 6 days, 8:12:43, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.6070, loss_cls: 3.0062, loss: 3.0062, grad_norm: 2.4394 2020-07-26 21:03:42,780 - mmaction - INFO - Epoch [84][380/3757] lr: 7.623e-02, eta: 6 days, 8:12:23, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6023, loss_cls: 3.0601, loss: 3.0601, grad_norm: 2.3614 2020-07-26 21:03:58,627 - mmaction - INFO - Epoch [84][400/3757] lr: 7.623e-02, eta: 6 days, 8:12:03, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5922, loss_cls: 3.0495, loss: 3.0495, grad_norm: 2.4403 2020-07-26 21:04:14,473 - mmaction - INFO - Epoch [84][420/3757] lr: 7.623e-02, eta: 6 days, 8:11:43, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6133, loss_cls: 2.9469, loss: 2.9469, grad_norm: 2.4004 2020-07-26 21:04:30,328 - mmaction - INFO - Epoch [84][440/3757] lr: 7.623e-02, eta: 6 days, 8:11:23, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5836, loss_cls: 3.0169, loss: 3.0169, grad_norm: 2.4185 2020-07-26 21:04:46,185 - mmaction - INFO - Epoch [84][460/3757] lr: 7.623e-02, eta: 6 days, 8:11:03, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 2.9706, loss: 2.9706, grad_norm: 2.4774 2020-07-26 21:05:01,993 - mmaction - INFO - Epoch [84][480/3757] lr: 7.623e-02, eta: 6 days, 8:10:42, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6016, loss_cls: 2.9690, loss: 2.9690, grad_norm: 2.4839 2020-07-26 21:05:17,869 - mmaction - INFO - Epoch [84][500/3757] lr: 7.623e-02, eta: 6 days, 8:10:22, time: 0.794, data_time: 0.001, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5797, loss_cls: 3.0855, loss: 3.0855, grad_norm: 2.4275 2020-07-26 21:05:33,868 - mmaction - INFO - Epoch [84][520/3757] lr: 7.623e-02, eta: 6 days, 8:10:03, time: 0.800, data_time: 0.014, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6203, loss_cls: 2.8655, loss: 2.8655, grad_norm: 2.3941 2020-07-26 21:05:49,655 - mmaction - INFO - Epoch [84][540/3757] lr: 7.623e-02, eta: 6 days, 8:09:43, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5766, loss_cls: 3.0474, loss: 3.0474, grad_norm: 2.4877 2020-07-26 21:06:05,495 - mmaction - INFO - Epoch [84][560/3757] lr: 7.623e-02, eta: 6 days, 8:09:23, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5867, loss_cls: 2.9992, loss: 2.9992, grad_norm: 2.4304 2020-07-26 21:06:21,392 - mmaction - INFO - Epoch [84][580/3757] lr: 7.623e-02, eta: 6 days, 8:09:03, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5867, loss_cls: 3.0268, loss: 3.0268, grad_norm: 2.5067 2020-07-26 21:06:37,184 - mmaction - INFO - Epoch [84][600/3757] lr: 7.623e-02, eta: 6 days, 8:08:42, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5813, loss_cls: 3.0655, loss: 3.0655, grad_norm: 2.4102 2020-07-26 21:06:52,929 - mmaction - INFO - Epoch [84][620/3757] lr: 7.623e-02, eta: 6 days, 8:08:22, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3812, top5_acc: 0.6336, loss_cls: 2.8518, loss: 2.8518, grad_norm: 2.3881 2020-07-26 21:07:08,695 - mmaction - INFO - Epoch [84][640/3757] lr: 7.623e-02, eta: 6 days, 8:08:02, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6172, loss_cls: 2.9122, loss: 2.9122, grad_norm: 2.4757 2020-07-26 21:07:24,649 - mmaction - INFO - Epoch [84][660/3757] lr: 7.623e-02, eta: 6 days, 8:07:42, time: 0.798, data_time: 0.011, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6109, loss_cls: 2.9320, loss: 2.9320, grad_norm: 2.5478 2020-07-26 21:07:40,391 - mmaction - INFO - Epoch [84][680/3757] lr: 7.623e-02, eta: 6 days, 8:07:21, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.5867, loss_cls: 2.9852, loss: 2.9852, grad_norm: 2.4242 2020-07-26 21:07:56,360 - mmaction - INFO - Epoch [84][700/3757] lr: 7.623e-02, eta: 6 days, 8:07:02, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6133, loss_cls: 2.9705, loss: 2.9705, grad_norm: 2.4346 2020-07-26 21:08:12,096 - mmaction - INFO - Epoch [84][720/3757] lr: 7.623e-02, eta: 6 days, 8:06:41, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5789, loss_cls: 2.9797, loss: 2.9797, grad_norm: 2.4429 2020-07-26 21:08:27,890 - mmaction - INFO - Epoch [84][740/3757] lr: 7.623e-02, eta: 6 days, 8:06:21, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6297, loss_cls: 2.8807, loss: 2.8807, grad_norm: 2.4201 2020-07-26 21:08:43,746 - mmaction - INFO - Epoch [84][760/3757] lr: 7.623e-02, eta: 6 days, 8:06:01, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6086, loss_cls: 2.9152, loss: 2.9152, grad_norm: 2.4837 2020-07-26 21:08:59,494 - mmaction - INFO - Epoch [84][780/3757] lr: 7.623e-02, eta: 6 days, 8:05:41, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5977, loss_cls: 2.9685, loss: 2.9685, grad_norm: 2.4792 2020-07-26 21:09:15,318 - mmaction - INFO - Epoch [84][800/3757] lr: 7.623e-02, eta: 6 days, 8:05:21, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5930, loss_cls: 3.0365, loss: 3.0365, grad_norm: 2.4247 2020-07-26 21:09:31,041 - mmaction - INFO - Epoch [84][820/3757] lr: 7.623e-02, eta: 6 days, 8:05:00, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3203, top5_acc: 0.6078, loss_cls: 2.9851, loss: 2.9851, grad_norm: 2.4523 2020-07-26 21:09:47,004 - mmaction - INFO - Epoch [84][840/3757] lr: 7.623e-02, eta: 6 days, 8:04:40, time: 0.799, data_time: 0.010, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5648, loss_cls: 3.0957, loss: 3.0957, grad_norm: 2.4753 2020-07-26 21:10:02,787 - mmaction - INFO - Epoch [84][860/3757] lr: 7.623e-02, eta: 6 days, 8:04:20, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6070, loss_cls: 2.9505, loss: 2.9505, grad_norm: 2.3905 2020-07-26 21:10:18,505 - mmaction - INFO - Epoch [84][880/3757] lr: 7.623e-02, eta: 6 days, 8:04:00, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6258, loss_cls: 2.8344, loss: 2.8344, grad_norm: 2.3831 2020-07-26 21:10:34,295 - mmaction - INFO - Epoch [84][900/3757] lr: 7.623e-02, eta: 6 days, 8:03:39, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5945, loss_cls: 2.9946, loss: 2.9946, grad_norm: 2.4515 2020-07-26 21:10:50,100 - mmaction - INFO - Epoch [84][920/3757] lr: 7.623e-02, eta: 6 days, 8:03:19, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6117, loss_cls: 3.0133, loss: 3.0133, grad_norm: 2.4428 2020-07-26 21:11:05,941 - mmaction - INFO - Epoch [84][940/3757] lr: 7.623e-02, eta: 6 days, 8:02:59, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5992, loss_cls: 2.9885, loss: 2.9885, grad_norm: 2.4575 2020-07-26 21:11:21,747 - mmaction - INFO - Epoch [84][960/3757] lr: 7.623e-02, eta: 6 days, 8:02:39, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6039, loss_cls: 2.9672, loss: 2.9672, grad_norm: 2.4069 2020-07-26 21:11:37,518 - mmaction - INFO - Epoch [84][980/3757] lr: 7.623e-02, eta: 6 days, 8:02:19, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6047, loss_cls: 2.9852, loss: 2.9852, grad_norm: 2.3950 2020-07-26 21:11:53,285 - mmaction - INFO - Epoch [84][1000/3757] lr: 7.623e-02, eta: 6 days, 8:01:58, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.6000, loss_cls: 3.0189, loss: 3.0189, grad_norm: 2.4912 2020-07-26 21:12:09,169 - mmaction - INFO - Epoch [84][1020/3757] lr: 7.623e-02, eta: 6 days, 8:01:38, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6070, loss_cls: 2.9507, loss: 2.9507, grad_norm: 2.4342 2020-07-26 21:12:24,964 - mmaction - INFO - Epoch [84][1040/3757] lr: 7.623e-02, eta: 6 days, 8:01:18, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5930, loss_cls: 2.9682, loss: 2.9682, grad_norm: 2.4122 2020-07-26 21:12:41,220 - mmaction - INFO - Epoch [84][1060/3757] lr: 7.623e-02, eta: 6 days, 8:00:59, time: 0.813, data_time: 0.024, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 2.9633, loss: 2.9633, grad_norm: 2.4215 2020-07-26 21:12:57,051 - mmaction - INFO - Epoch [84][1080/3757] lr: 7.623e-02, eta: 6 days, 8:00:39, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6031, loss_cls: 2.9662, loss: 2.9662, grad_norm: 2.4688 2020-07-26 21:13:13,061 - mmaction - INFO - Epoch [84][1100/3757] lr: 7.623e-02, eta: 6 days, 8:00:20, time: 0.801, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6227, loss_cls: 2.8744, loss: 2.8744, grad_norm: 2.3600 2020-07-26 21:13:28,922 - mmaction - INFO - Epoch [84][1120/3757] lr: 7.623e-02, eta: 6 days, 8:00:00, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5867, loss_cls: 3.0698, loss: 3.0698, grad_norm: 2.4771 2020-07-26 21:13:44,762 - mmaction - INFO - Epoch [84][1140/3757] lr: 7.623e-02, eta: 6 days, 7:59:40, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5867, loss_cls: 3.0686, loss: 3.0686, grad_norm: 2.4007 2020-07-26 21:14:00,435 - mmaction - INFO - Epoch [84][1160/3757] lr: 7.623e-02, eta: 6 days, 7:59:19, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5898, loss_cls: 2.9993, loss: 2.9993, grad_norm: 2.4585 2020-07-26 21:14:16,231 - mmaction - INFO - Epoch [84][1180/3757] lr: 7.623e-02, eta: 6 days, 7:58:59, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5867, loss_cls: 3.0834, loss: 3.0834, grad_norm: 2.4770 2020-07-26 21:14:32,020 - mmaction - INFO - Epoch [84][1200/3757] lr: 7.623e-02, eta: 6 days, 7:58:39, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6203, loss_cls: 2.9488, loss: 2.9488, grad_norm: 2.3748 2020-07-26 21:14:47,869 - mmaction - INFO - Epoch [84][1220/3757] lr: 7.623e-02, eta: 6 days, 7:58:19, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6172, loss_cls: 2.9148, loss: 2.9148, grad_norm: 2.3868 2020-07-26 21:15:03,681 - mmaction - INFO - Epoch [84][1240/3757] lr: 7.623e-02, eta: 6 days, 7:57:59, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6047, loss_cls: 2.9023, loss: 2.9023, grad_norm: 2.4052 2020-07-26 21:15:19,398 - mmaction - INFO - Epoch [84][1260/3757] lr: 7.623e-02, eta: 6 days, 7:57:38, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6109, loss_cls: 2.9543, loss: 2.9543, grad_norm: 2.4139 2020-07-26 21:15:35,139 - mmaction - INFO - Epoch [84][1280/3757] lr: 7.623e-02, eta: 6 days, 7:57:18, time: 0.788, data_time: 0.006, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5875, loss_cls: 3.0495, loss: 3.0495, grad_norm: 2.5270 2020-07-26 21:15:51,019 - mmaction - INFO - Epoch [84][1300/3757] lr: 7.623e-02, eta: 6 days, 7:56:58, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6094, loss_cls: 2.9167, loss: 2.9167, grad_norm: 2.4630 2020-07-26 21:16:06,946 - mmaction - INFO - Epoch [84][1320/3757] lr: 7.623e-02, eta: 6 days, 7:56:38, time: 0.796, data_time: 0.007, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6234, loss_cls: 2.9292, loss: 2.9292, grad_norm: 2.4897 2020-07-26 21:16:22,803 - mmaction - INFO - Epoch [84][1340/3757] lr: 7.623e-02, eta: 6 days, 7:56:18, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5945, loss_cls: 3.0394, loss: 3.0394, grad_norm: 2.4831 2020-07-26 21:16:38,555 - mmaction - INFO - Epoch [84][1360/3757] lr: 7.623e-02, eta: 6 days, 7:55:58, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6203, loss_cls: 2.9168, loss: 2.9168, grad_norm: 2.4115 2020-07-26 21:16:54,405 - mmaction - INFO - Epoch [84][1380/3757] lr: 7.623e-02, eta: 6 days, 7:55:38, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.9004, loss: 2.9004, grad_norm: 2.4316 2020-07-26 21:17:10,677 - mmaction - INFO - Epoch [84][1400/3757] lr: 7.623e-02, eta: 6 days, 7:55:19, time: 0.814, data_time: 0.019, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5938, loss_cls: 3.0115, loss: 3.0115, grad_norm: 2.4500 2020-07-26 21:17:26,553 - mmaction - INFO - Epoch [84][1420/3757] lr: 7.623e-02, eta: 6 days, 7:54:59, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.5977, loss_cls: 2.9577, loss: 2.9577, grad_norm: 2.4933 2020-07-26 21:17:42,300 - mmaction - INFO - Epoch [84][1440/3757] lr: 7.623e-02, eta: 6 days, 7:54:39, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6234, loss_cls: 2.9049, loss: 2.9049, grad_norm: 2.4328 2020-07-26 21:17:58,070 - mmaction - INFO - Epoch [84][1460/3757] lr: 7.623e-02, eta: 6 days, 7:54:18, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.6023, loss_cls: 3.0029, loss: 3.0029, grad_norm: 2.4345 2020-07-26 21:18:13,846 - mmaction - INFO - Epoch [84][1480/3757] lr: 7.623e-02, eta: 6 days, 7:53:58, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5922, loss_cls: 3.0144, loss: 3.0144, grad_norm: 2.4620 2020-07-26 21:18:29,566 - mmaction - INFO - Epoch [84][1500/3757] lr: 7.623e-02, eta: 6 days, 7:53:38, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5805, loss_cls: 3.0465, loss: 3.0465, grad_norm: 2.4073 2020-07-26 21:18:45,442 - mmaction - INFO - Epoch [84][1520/3757] lr: 7.623e-02, eta: 6 days, 7:53:18, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.6023, loss_cls: 2.9971, loss: 2.9971, grad_norm: 2.4090 2020-07-26 21:19:01,196 - mmaction - INFO - Epoch [84][1540/3757] lr: 7.623e-02, eta: 6 days, 7:52:57, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5859, loss_cls: 3.0158, loss: 3.0158, grad_norm: 2.3685 2020-07-26 21:19:17,018 - mmaction - INFO - Epoch [84][1560/3757] lr: 7.623e-02, eta: 6 days, 7:52:37, time: 0.792, data_time: 0.009, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6148, loss_cls: 2.9717, loss: 2.9717, grad_norm: 2.3845 2020-07-26 21:19:32,783 - mmaction - INFO - Epoch [84][1580/3757] lr: 7.623e-02, eta: 6 days, 7:52:17, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5945, loss_cls: 3.0456, loss: 3.0456, grad_norm: 2.4601 2020-07-26 21:19:48,586 - mmaction - INFO - Epoch [84][1600/3757] lr: 7.623e-02, eta: 6 days, 7:51:57, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5914, loss_cls: 3.0552, loss: 3.0552, grad_norm: 2.4917 2020-07-26 21:20:04,422 - mmaction - INFO - Epoch [84][1620/3757] lr: 7.623e-02, eta: 6 days, 7:51:37, time: 0.794, data_time: 0.006, memory: 6196, top1_acc: 0.2875, top5_acc: 0.5625, loss_cls: 3.1674, loss: 3.1674, grad_norm: 2.4530 2020-07-26 21:20:20,092 - mmaction - INFO - Epoch [84][1640/3757] lr: 7.623e-02, eta: 6 days, 7:51:16, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6000, loss_cls: 2.9951, loss: 2.9951, grad_norm: 2.3909 2020-07-26 21:20:35,919 - mmaction - INFO - Epoch [84][1660/3757] lr: 7.623e-02, eta: 6 days, 7:50:56, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6023, loss_cls: 2.9446, loss: 2.9446, grad_norm: 2.4470 2020-07-26 21:20:52,092 - mmaction - INFO - Epoch [84][1680/3757] lr: 7.623e-02, eta: 6 days, 7:50:37, time: 0.808, data_time: 0.021, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6125, loss_cls: 2.9917, loss: 2.9917, grad_norm: 2.4404 2020-07-26 21:21:07,953 - mmaction - INFO - Epoch [84][1700/3757] lr: 7.623e-02, eta: 6 days, 7:50:17, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5602, loss_cls: 3.0738, loss: 3.0738, grad_norm: 2.4044 2020-07-26 21:21:23,714 - mmaction - INFO - Epoch [84][1720/3757] lr: 7.623e-02, eta: 6 days, 7:49:57, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5836, loss_cls: 3.0634, loss: 3.0634, grad_norm: 2.4596 2020-07-26 21:21:39,511 - mmaction - INFO - Epoch [84][1740/3757] lr: 7.623e-02, eta: 6 days, 7:49:36, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6016, loss_cls: 2.9979, loss: 2.9979, grad_norm: 2.3955 2020-07-26 21:21:55,338 - mmaction - INFO - Epoch [84][1760/3757] lr: 7.623e-02, eta: 6 days, 7:49:16, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6164, loss_cls: 2.9075, loss: 2.9075, grad_norm: 2.3546 2020-07-26 21:22:11,175 - mmaction - INFO - Epoch [84][1780/3757] lr: 7.623e-02, eta: 6 days, 7:48:56, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5883, loss_cls: 3.0333, loss: 3.0333, grad_norm: 2.3735 2020-07-26 21:22:26,947 - mmaction - INFO - Epoch [84][1800/3757] lr: 7.623e-02, eta: 6 days, 7:48:36, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6117, loss_cls: 2.9673, loss: 2.9673, grad_norm: 2.3830 2020-07-26 21:22:42,875 - mmaction - INFO - Epoch [84][1820/3757] lr: 7.623e-02, eta: 6 days, 7:48:16, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6023, loss_cls: 2.9793, loss: 2.9793, grad_norm: 2.4283 2020-07-26 21:22:58,683 - mmaction - INFO - Epoch [84][1840/3757] lr: 7.623e-02, eta: 6 days, 7:47:56, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6141, loss_cls: 2.9631, loss: 2.9631, grad_norm: 2.3990 2020-07-26 21:23:14,375 - mmaction - INFO - Epoch [84][1860/3757] lr: 7.623e-02, eta: 6 days, 7:47:36, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6031, loss_cls: 3.0461, loss: 3.0461, grad_norm: 2.4367 2020-07-26 21:23:30,135 - mmaction - INFO - Epoch [84][1880/3757] lr: 7.623e-02, eta: 6 days, 7:47:15, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6086, loss_cls: 3.0040, loss: 3.0040, grad_norm: 2.5102 2020-07-26 21:23:45,922 - mmaction - INFO - Epoch [84][1900/3757] lr: 7.623e-02, eta: 6 days, 7:46:55, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6016, loss_cls: 2.9361, loss: 2.9361, grad_norm: 2.3607 2020-07-26 21:24:01,747 - mmaction - INFO - Epoch [84][1920/3757] lr: 7.623e-02, eta: 6 days, 7:46:35, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5969, loss_cls: 2.9773, loss: 2.9773, grad_norm: 2.5053 2020-07-26 21:24:17,555 - mmaction - INFO - Epoch [84][1940/3757] lr: 7.623e-02, eta: 6 days, 7:46:15, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5813, loss_cls: 3.0916, loss: 3.0916, grad_norm: 2.4930 2020-07-26 21:24:33,390 - mmaction - INFO - Epoch [84][1960/3757] lr: 7.623e-02, eta: 6 days, 7:45:55, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5641, loss_cls: 3.0354, loss: 3.0354, grad_norm: 2.4334 2020-07-26 21:24:49,099 - mmaction - INFO - Epoch [84][1980/3757] lr: 7.623e-02, eta: 6 days, 7:45:34, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6016, loss_cls: 2.9657, loss: 2.9657, grad_norm: 2.3519 2020-07-26 21:25:04,993 - mmaction - INFO - Epoch [84][2000/3757] lr: 7.623e-02, eta: 6 days, 7:45:14, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5891, loss_cls: 2.9963, loss: 2.9963, grad_norm: 2.4111 2020-07-26 21:25:20,771 - mmaction - INFO - Epoch [84][2020/3757] lr: 7.623e-02, eta: 6 days, 7:44:54, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5906, loss_cls: 3.0106, loss: 3.0106, grad_norm: 2.3886 2020-07-26 21:25:36,653 - mmaction - INFO - Epoch [84][2040/3757] lr: 7.623e-02, eta: 6 days, 7:44:34, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5914, loss_cls: 3.0211, loss: 3.0211, grad_norm: 2.5001 2020-07-26 21:25:52,557 - mmaction - INFO - Epoch [84][2060/3757] lr: 7.623e-02, eta: 6 days, 7:44:15, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5891, loss_cls: 3.0402, loss: 3.0402, grad_norm: 2.4367 2020-07-26 21:26:08,355 - mmaction - INFO - Epoch [84][2080/3757] lr: 7.623e-02, eta: 6 days, 7:43:54, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5984, loss_cls: 2.9819, loss: 2.9819, grad_norm: 2.4139 2020-07-26 21:26:24,199 - mmaction - INFO - Epoch [84][2100/3757] lr: 7.623e-02, eta: 6 days, 7:43:34, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 2.9380, loss: 2.9380, grad_norm: 2.4398 2020-07-26 21:26:40,162 - mmaction - INFO - Epoch [84][2120/3757] lr: 7.623e-02, eta: 6 days, 7:43:15, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.5859, loss_cls: 3.0188, loss: 3.0188, grad_norm: 2.4632 2020-07-26 21:26:56,146 - mmaction - INFO - Epoch [84][2140/3757] lr: 7.623e-02, eta: 6 days, 7:42:55, time: 0.799, data_time: 0.005, memory: 6196, top1_acc: 0.3094, top5_acc: 0.5734, loss_cls: 3.0817, loss: 3.0817, grad_norm: 2.4312 2020-07-26 21:27:12,052 - mmaction - INFO - Epoch [84][2160/3757] lr: 7.623e-02, eta: 6 days, 7:42:35, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6039, loss_cls: 2.9787, loss: 2.9787, grad_norm: 2.3765 2020-07-26 21:27:27,925 - mmaction - INFO - Epoch [84][2180/3757] lr: 7.623e-02, eta: 6 days, 7:42:15, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6023, loss_cls: 2.9532, loss: 2.9532, grad_norm: 2.4567 2020-07-26 21:27:43,711 - mmaction - INFO - Epoch [84][2200/3757] lr: 7.623e-02, eta: 6 days, 7:41:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5813, loss_cls: 3.0550, loss: 3.0550, grad_norm: 2.4163 2020-07-26 21:27:59,470 - mmaction - INFO - Epoch [84][2220/3757] lr: 7.623e-02, eta: 6 days, 7:41:35, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6211, loss_cls: 2.9920, loss: 2.9920, grad_norm: 2.3738 2020-07-26 21:28:15,330 - mmaction - INFO - Epoch [84][2240/3757] lr: 7.623e-02, eta: 6 days, 7:41:15, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5891, loss_cls: 3.0099, loss: 3.0099, grad_norm: 2.3650 2020-07-26 21:28:31,105 - mmaction - INFO - Epoch [84][2260/3757] lr: 7.623e-02, eta: 6 days, 7:40:55, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 2.9900, loss: 2.9900, grad_norm: 2.4480 2020-07-26 21:28:46,934 - mmaction - INFO - Epoch [84][2280/3757] lr: 7.623e-02, eta: 6 days, 7:40:35, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6195, loss_cls: 2.8885, loss: 2.8885, grad_norm: 2.3808 2020-07-26 21:29:02,766 - mmaction - INFO - Epoch [84][2300/3757] lr: 7.623e-02, eta: 6 days, 7:40:15, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6242, loss_cls: 2.8920, loss: 2.8920, grad_norm: 2.4852 2020-07-26 21:29:18,581 - mmaction - INFO - Epoch [84][2320/3757] lr: 7.623e-02, eta: 6 days, 7:39:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5867, loss_cls: 3.0222, loss: 3.0222, grad_norm: 2.3836 2020-07-26 21:29:34,463 - mmaction - INFO - Epoch [84][2340/3757] lr: 7.623e-02, eta: 6 days, 7:39:35, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5953, loss_cls: 3.0729, loss: 3.0729, grad_norm: 2.3538 2020-07-26 21:29:50,245 - mmaction - INFO - Epoch [84][2360/3757] lr: 7.623e-02, eta: 6 days, 7:39:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5883, loss_cls: 3.0863, loss: 3.0863, grad_norm: 2.3615 2020-07-26 21:30:06,049 - mmaction - INFO - Epoch [84][2380/3757] lr: 7.623e-02, eta: 6 days, 7:38:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6062, loss_cls: 2.9313, loss: 2.9313, grad_norm: 2.4332 2020-07-26 21:30:21,785 - mmaction - INFO - Epoch [84][2400/3757] lr: 7.623e-02, eta: 6 days, 7:38:34, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5961, loss_cls: 3.0333, loss: 3.0333, grad_norm: 2.4445 2020-07-26 21:30:37,601 - mmaction - INFO - Epoch [84][2420/3757] lr: 7.623e-02, eta: 6 days, 7:38:14, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6062, loss_cls: 2.9948, loss: 2.9948, grad_norm: 2.3485 2020-07-26 21:30:53,398 - mmaction - INFO - Epoch [84][2440/3757] lr: 7.623e-02, eta: 6 days, 7:37:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6039, loss_cls: 2.9428, loss: 2.9428, grad_norm: 2.4476 2020-07-26 21:31:09,271 - mmaction - INFO - Epoch [84][2460/3757] lr: 7.623e-02, eta: 6 days, 7:37:34, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5984, loss_cls: 3.0237, loss: 3.0237, grad_norm: 2.4954 2020-07-26 21:31:25,060 - mmaction - INFO - Epoch [84][2480/3757] lr: 7.623e-02, eta: 6 days, 7:37:14, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5859, loss_cls: 3.0627, loss: 3.0627, grad_norm: 2.4071 2020-07-26 21:31:40,913 - mmaction - INFO - Epoch [84][2500/3757] lr: 7.623e-02, eta: 6 days, 7:36:54, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5781, loss_cls: 3.0113, loss: 3.0113, grad_norm: 2.4472 2020-07-26 21:31:57,055 - mmaction - INFO - Epoch [84][2520/3757] lr: 7.623e-02, eta: 6 days, 7:36:34, time: 0.807, data_time: 0.018, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5867, loss_cls: 3.0532, loss: 3.0532, grad_norm: 2.4282 2020-07-26 21:32:12,817 - mmaction - INFO - Epoch [84][2540/3757] lr: 7.623e-02, eta: 6 days, 7:36:14, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5961, loss_cls: 3.0339, loss: 3.0339, grad_norm: 2.3594 2020-07-26 21:32:28,536 - mmaction - INFO - Epoch [84][2560/3757] lr: 7.623e-02, eta: 6 days, 7:35:54, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5875, loss_cls: 3.0364, loss: 3.0364, grad_norm: 2.4614 2020-07-26 21:32:44,415 - mmaction - INFO - Epoch [84][2580/3757] lr: 7.623e-02, eta: 6 days, 7:35:34, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5992, loss_cls: 2.9762, loss: 2.9762, grad_norm: 2.5193 2020-07-26 21:33:00,202 - mmaction - INFO - Epoch [84][2600/3757] lr: 7.623e-02, eta: 6 days, 7:35:14, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5969, loss_cls: 2.9501, loss: 2.9501, grad_norm: 2.4416 2020-07-26 21:33:16,004 - mmaction - INFO - Epoch [84][2620/3757] lr: 7.623e-02, eta: 6 days, 7:34:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5906, loss_cls: 3.0249, loss: 3.0249, grad_norm: 2.5147 2020-07-26 21:33:31,852 - mmaction - INFO - Epoch [84][2640/3757] lr: 7.623e-02, eta: 6 days, 7:34:34, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6148, loss_cls: 2.9224, loss: 2.9224, grad_norm: 2.3927 2020-07-26 21:33:47,636 - mmaction - INFO - Epoch [84][2660/3757] lr: 7.623e-02, eta: 6 days, 7:34:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5852, loss_cls: 3.0656, loss: 3.0656, grad_norm: 2.4943 2020-07-26 21:34:03,456 - mmaction - INFO - Epoch [84][2680/3757] lr: 7.623e-02, eta: 6 days, 7:33:53, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5938, loss_cls: 3.0046, loss: 3.0046, grad_norm: 2.3584 2020-07-26 21:34:19,218 - mmaction - INFO - Epoch [84][2700/3757] lr: 7.623e-02, eta: 6 days, 7:33:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6047, loss_cls: 2.9132, loss: 2.9132, grad_norm: 2.3834 2020-07-26 21:34:35,021 - mmaction - INFO - Epoch [84][2720/3757] lr: 7.623e-02, eta: 6 days, 7:33:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.6141, loss_cls: 2.9994, loss: 2.9994, grad_norm: 2.4628 2020-07-26 21:34:50,775 - mmaction - INFO - Epoch [84][2740/3757] lr: 7.623e-02, eta: 6 days, 7:32:53, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6023, loss_cls: 3.0217, loss: 3.0217, grad_norm: 2.4132 2020-07-26 21:35:06,678 - mmaction - INFO - Epoch [84][2760/3757] lr: 7.623e-02, eta: 6 days, 7:32:33, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5844, loss_cls: 3.0432, loss: 3.0432, grad_norm: 2.4256 2020-07-26 21:35:23,006 - mmaction - INFO - Epoch [84][2780/3757] lr: 7.623e-02, eta: 6 days, 7:32:14, time: 0.817, data_time: 0.005, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6047, loss_cls: 2.9713, loss: 2.9713, grad_norm: 2.3759 2020-07-26 21:35:39,307 - mmaction - INFO - Epoch [84][2800/3757] lr: 7.623e-02, eta: 6 days, 7:31:56, time: 0.813, data_time: 0.019, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6133, loss_cls: 2.8904, loss: 2.8904, grad_norm: 2.4261 2020-07-26 21:35:55,575 - mmaction - INFO - Epoch [84][2820/3757] lr: 7.623e-02, eta: 6 days, 7:31:37, time: 0.815, data_time: 0.024, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5992, loss_cls: 2.9460, loss: 2.9460, grad_norm: 2.3872 2020-07-26 21:36:11,714 - mmaction - INFO - Epoch [84][2840/3757] lr: 7.623e-02, eta: 6 days, 7:31:18, time: 0.807, data_time: 0.018, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5977, loss_cls: 2.9946, loss: 2.9946, grad_norm: 2.4159 2020-07-26 21:36:27,454 - mmaction - INFO - Epoch [84][2860/3757] lr: 7.623e-02, eta: 6 days, 7:30:58, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6016, loss_cls: 3.0150, loss: 3.0150, grad_norm: 2.4678 2020-07-26 21:36:43,241 - mmaction - INFO - Epoch [84][2880/3757] lr: 7.623e-02, eta: 6 days, 7:30:38, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6117, loss_cls: 2.9233, loss: 2.9233, grad_norm: 2.4997 2020-07-26 21:36:59,125 - mmaction - INFO - Epoch [84][2900/3757] lr: 7.623e-02, eta: 6 days, 7:30:18, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5750, loss_cls: 3.0551, loss: 3.0551, grad_norm: 2.4394 2020-07-26 21:37:14,845 - mmaction - INFO - Epoch [84][2920/3757] lr: 7.623e-02, eta: 6 days, 7:29:57, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6055, loss_cls: 2.9549, loss: 2.9549, grad_norm: 2.3810 2020-07-26 21:37:30,681 - mmaction - INFO - Epoch [84][2940/3757] lr: 7.623e-02, eta: 6 days, 7:29:37, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5992, loss_cls: 2.9667, loss: 2.9667, grad_norm: 2.4942 2020-07-26 21:37:46,657 - mmaction - INFO - Epoch [84][2960/3757] lr: 7.623e-02, eta: 6 days, 7:29:18, time: 0.799, data_time: 0.011, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5820, loss_cls: 3.1188, loss: 3.1188, grad_norm: 2.5410 2020-07-26 21:38:02,547 - mmaction - INFO - Epoch [84][2980/3757] lr: 7.623e-02, eta: 6 days, 7:28:58, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5898, loss_cls: 3.0153, loss: 3.0153, grad_norm: 2.4094 2020-07-26 21:38:18,375 - mmaction - INFO - Epoch [84][3000/3757] lr: 7.623e-02, eta: 6 days, 7:28:38, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5859, loss_cls: 3.0520, loss: 3.0520, grad_norm: 2.4416 2020-07-26 21:38:34,148 - mmaction - INFO - Epoch [84][3020/3757] lr: 7.623e-02, eta: 6 days, 7:28:18, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5898, loss_cls: 3.0033, loss: 3.0033, grad_norm: 2.4517 2020-07-26 21:38:49,991 - mmaction - INFO - Epoch [84][3040/3757] lr: 7.623e-02, eta: 6 days, 7:27:58, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6133, loss_cls: 2.9087, loss: 2.9087, grad_norm: 2.3822 2020-07-26 21:39:05,812 - mmaction - INFO - Epoch [84][3060/3757] lr: 7.623e-02, eta: 6 days, 7:27:38, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6023, loss_cls: 3.0335, loss: 3.0335, grad_norm: 2.5786 2020-07-26 21:39:21,552 - mmaction - INFO - Epoch [84][3080/3757] lr: 7.623e-02, eta: 6 days, 7:27:17, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5766, loss_cls: 3.0746, loss: 3.0746, grad_norm: 2.4315 2020-07-26 21:39:37,401 - mmaction - INFO - Epoch [84][3100/3757] lr: 7.623e-02, eta: 6 days, 7:26:57, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5852, loss_cls: 3.0316, loss: 3.0316, grad_norm: 2.3743 2020-07-26 21:39:53,207 - mmaction - INFO - Epoch [84][3120/3757] lr: 7.623e-02, eta: 6 days, 7:26:37, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5992, loss_cls: 3.0044, loss: 3.0044, grad_norm: 2.4311 2020-07-26 21:40:08,984 - mmaction - INFO - Epoch [84][3140/3757] lr: 7.623e-02, eta: 6 days, 7:26:17, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5836, loss_cls: 3.0756, loss: 3.0756, grad_norm: 2.4248 2020-07-26 21:40:24,765 - mmaction - INFO - Epoch [84][3160/3757] lr: 7.623e-02, eta: 6 days, 7:25:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5938, loss_cls: 3.0254, loss: 3.0254, grad_norm: 2.4365 2020-07-26 21:40:40,612 - mmaction - INFO - Epoch [84][3180/3757] lr: 7.623e-02, eta: 6 days, 7:25:37, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5984, loss_cls: 2.9752, loss: 2.9752, grad_norm: 2.4173 2020-07-26 21:40:56,484 - mmaction - INFO - Epoch [84][3200/3757] lr: 7.623e-02, eta: 6 days, 7:25:17, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6102, loss_cls: 2.9741, loss: 2.9741, grad_norm: 2.4535 2020-07-26 21:41:12,258 - mmaction - INFO - Epoch [84][3220/3757] lr: 7.623e-02, eta: 6 days, 7:24:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.5938, loss_cls: 2.9441, loss: 2.9441, grad_norm: 2.3828 2020-07-26 21:41:28,030 - mmaction - INFO - Epoch [84][3240/3757] lr: 7.623e-02, eta: 6 days, 7:24:37, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6172, loss_cls: 2.8659, loss: 2.8659, grad_norm: 2.4884 2020-07-26 21:41:43,872 - mmaction - INFO - Epoch [84][3260/3757] lr: 7.623e-02, eta: 6 days, 7:24:17, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5891, loss_cls: 3.1068, loss: 3.1068, grad_norm: 2.4539 2020-07-26 21:41:59,666 - mmaction - INFO - Epoch [84][3280/3757] lr: 7.623e-02, eta: 6 days, 7:23:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5781, loss_cls: 3.0357, loss: 3.0357, grad_norm: 2.3543 2020-07-26 21:42:15,491 - mmaction - INFO - Epoch [84][3300/3757] lr: 7.623e-02, eta: 6 days, 7:23:36, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5953, loss_cls: 3.0108, loss: 3.0108, grad_norm: 2.4317 2020-07-26 21:42:31,287 - mmaction - INFO - Epoch [84][3320/3757] lr: 7.623e-02, eta: 6 days, 7:23:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6195, loss_cls: 2.9399, loss: 2.9399, grad_norm: 2.4172 2020-07-26 21:42:47,031 - mmaction - INFO - Epoch [84][3340/3757] lr: 7.623e-02, eta: 6 days, 7:22:56, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5977, loss_cls: 2.9964, loss: 2.9964, grad_norm: 2.4730 2020-07-26 21:43:02,824 - mmaction - INFO - Epoch [84][3360/3757] lr: 7.623e-02, eta: 6 days, 7:22:36, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5781, loss_cls: 3.0127, loss: 3.0127, grad_norm: 2.4194 2020-07-26 21:43:18,558 - mmaction - INFO - Epoch [84][3380/3757] lr: 7.623e-02, eta: 6 days, 7:22:16, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5797, loss_cls: 3.1021, loss: 3.1021, grad_norm: 2.4707 2020-07-26 21:43:34,383 - mmaction - INFO - Epoch [84][3400/3757] lr: 7.623e-02, eta: 6 days, 7:21:56, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.1357, loss: 3.1357, grad_norm: 2.3804 2020-07-26 21:43:50,196 - mmaction - INFO - Epoch [84][3420/3757] lr: 7.623e-02, eta: 6 days, 7:21:35, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5867, loss_cls: 3.0021, loss: 3.0021, grad_norm: 2.4071 2020-07-26 21:44:06,011 - mmaction - INFO - Epoch [84][3440/3757] lr: 7.623e-02, eta: 6 days, 7:21:15, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6141, loss_cls: 2.9231, loss: 2.9231, grad_norm: 2.4369 2020-07-26 21:44:21,833 - mmaction - INFO - Epoch [84][3460/3757] lr: 7.623e-02, eta: 6 days, 7:20:55, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5813, loss_cls: 3.0289, loss: 3.0289, grad_norm: 2.4743 2020-07-26 21:44:37,697 - mmaction - INFO - Epoch [84][3480/3757] lr: 7.623e-02, eta: 6 days, 7:20:35, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 3.0263, loss: 3.0263, grad_norm: 2.4104 2020-07-26 21:44:53,459 - mmaction - INFO - Epoch [84][3500/3757] lr: 7.623e-02, eta: 6 days, 7:20:15, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.0831, loss: 3.0831, grad_norm: 2.4510 2020-07-26 21:45:09,279 - mmaction - INFO - Epoch [84][3520/3757] lr: 7.623e-02, eta: 6 days, 7:19:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6047, loss_cls: 2.9331, loss: 2.9331, grad_norm: 2.4232 2020-07-26 21:45:25,050 - mmaction - INFO - Epoch [84][3540/3757] lr: 7.623e-02, eta: 6 days, 7:19:35, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5969, loss_cls: 3.0059, loss: 3.0059, grad_norm: 2.4964 2020-07-26 21:45:40,773 - mmaction - INFO - Epoch [84][3560/3757] lr: 7.623e-02, eta: 6 days, 7:19:15, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5938, loss_cls: 3.0540, loss: 3.0540, grad_norm: 2.4412 2020-07-26 21:45:56,520 - mmaction - INFO - Epoch [84][3580/3757] lr: 7.623e-02, eta: 6 days, 7:18:54, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6055, loss_cls: 2.9544, loss: 2.9544, grad_norm: 2.4608 2020-07-26 21:46:12,321 - mmaction - INFO - Epoch [84][3600/3757] lr: 7.623e-02, eta: 6 days, 7:18:34, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5719, loss_cls: 3.0514, loss: 3.0514, grad_norm: 2.3998 2020-07-26 21:46:28,086 - mmaction - INFO - Epoch [84][3620/3757] lr: 7.623e-02, eta: 6 days, 7:18:14, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.8839, loss: 2.8839, grad_norm: 2.4693 2020-07-26 21:46:43,875 - mmaction - INFO - Epoch [84][3640/3757] lr: 7.623e-02, eta: 6 days, 7:17:54, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5891, loss_cls: 3.0306, loss: 3.0306, grad_norm: 2.5039 2020-07-26 21:47:00,179 - mmaction - INFO - Epoch [84][3660/3757] lr: 7.623e-02, eta: 6 days, 7:17:35, time: 0.816, data_time: 0.022, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5930, loss_cls: 3.0334, loss: 3.0334, grad_norm: 2.4916 2020-07-26 21:47:15,941 - mmaction - INFO - Epoch [84][3680/3757] lr: 7.623e-02, eta: 6 days, 7:17:15, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6016, loss_cls: 2.9564, loss: 2.9564, grad_norm: 2.4314 2020-07-26 21:47:31,763 - mmaction - INFO - Epoch [84][3700/3757] lr: 7.623e-02, eta: 6 days, 7:16:55, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.5789, loss_cls: 3.0439, loss: 3.0439, grad_norm: 2.4181 2020-07-26 21:47:47,628 - mmaction - INFO - Epoch [84][3720/3757] lr: 7.623e-02, eta: 6 days, 7:16:35, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6000, loss_cls: 2.9202, loss: 2.9202, grad_norm: 2.3785 2020-07-26 21:48:03,553 - mmaction - INFO - Epoch [84][3740/3757] lr: 7.623e-02, eta: 6 days, 7:16:16, time: 0.797, data_time: 0.005, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5883, loss_cls: 2.9370, loss: 2.9370, grad_norm: 2.4615 2020-07-26 21:48:25,308 - mmaction - INFO - Saving checkpoint at 84 epochs 2020-07-26 21:51:40,087 - mmaction - INFO - Epoch [85][20/3757] lr: 7.571e-02, eta: 6 days, 7:24:03, time: 9.680, data_time: 8.768, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6047, loss_cls: 2.9409, loss: 2.9409, grad_norm: 2.4135 2020-07-26 21:51:55,811 - mmaction - INFO - Epoch [85][40/3757] lr: 7.571e-02, eta: 6 days, 7:23:43, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5961, loss_cls: 3.0467, loss: 3.0467, grad_norm: 2.4835 2020-07-26 21:52:11,626 - mmaction - INFO - Epoch [85][60/3757] lr: 7.571e-02, eta: 6 days, 7:23:23, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5836, loss_cls: 3.1229, loss: 3.1229, grad_norm: 2.5402 2020-07-26 21:52:27,458 - mmaction - INFO - Epoch [85][80/3757] lr: 7.571e-02, eta: 6 days, 7:23:03, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5891, loss_cls: 3.0075, loss: 3.0075, grad_norm: 2.4417 2020-07-26 21:52:43,354 - mmaction - INFO - Epoch [85][100/3757] lr: 7.571e-02, eta: 6 days, 7:22:43, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5914, loss_cls: 3.0136, loss: 3.0136, grad_norm: 2.3341 2020-07-26 21:52:59,248 - mmaction - INFO - Epoch [85][120/3757] lr: 7.571e-02, eta: 6 days, 7:22:23, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.6031, loss_cls: 2.9741, loss: 2.9741, grad_norm: 2.4550 2020-07-26 21:53:15,027 - mmaction - INFO - Epoch [85][140/3757] lr: 7.571e-02, eta: 6 days, 7:22:03, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6195, loss_cls: 2.8469, loss: 2.8469, grad_norm: 2.4739 2020-07-26 21:53:30,814 - mmaction - INFO - Epoch [85][160/3757] lr: 7.571e-02, eta: 6 days, 7:21:43, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5875, loss_cls: 3.0417, loss: 3.0417, grad_norm: 2.4812 2020-07-26 21:53:46,727 - mmaction - INFO - Epoch [85][180/3757] lr: 7.571e-02, eta: 6 days, 7:21:23, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5836, loss_cls: 2.9840, loss: 2.9840, grad_norm: 2.4005 2020-07-26 21:54:02,514 - mmaction - INFO - Epoch [85][200/3757] lr: 7.571e-02, eta: 6 days, 7:21:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5930, loss_cls: 3.0469, loss: 3.0469, grad_norm: 2.4516 2020-07-26 21:54:18,275 - mmaction - INFO - Epoch [85][220/3757] lr: 7.571e-02, eta: 6 days, 7:20:42, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6141, loss_cls: 2.9059, loss: 2.9059, grad_norm: 2.4422 2020-07-26 21:54:34,110 - mmaction - INFO - Epoch [85][240/3757] lr: 7.571e-02, eta: 6 days, 7:20:22, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6000, loss_cls: 2.9837, loss: 2.9837, grad_norm: 2.4898 2020-07-26 21:54:49,902 - mmaction - INFO - Epoch [85][260/3757] lr: 7.571e-02, eta: 6 days, 7:20:02, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5992, loss_cls: 2.9780, loss: 2.9780, grad_norm: 2.4397 2020-07-26 21:55:05,720 - mmaction - INFO - Epoch [85][280/3757] lr: 7.571e-02, eta: 6 days, 7:19:42, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5984, loss_cls: 2.9683, loss: 2.9683, grad_norm: 2.3458 2020-07-26 21:55:21,583 - mmaction - INFO - Epoch [85][300/3757] lr: 7.571e-02, eta: 6 days, 7:19:22, time: 0.793, data_time: 0.009, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6266, loss_cls: 2.8601, loss: 2.8601, grad_norm: 2.3691 2020-07-26 21:55:37,333 - mmaction - INFO - Epoch [85][320/3757] lr: 7.571e-02, eta: 6 days, 7:19:02, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6016, loss_cls: 2.9543, loss: 2.9543, grad_norm: 2.4033 2020-07-26 21:55:53,070 - mmaction - INFO - Epoch [85][340/3757] lr: 7.571e-02, eta: 6 days, 7:18:41, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5961, loss_cls: 3.0110, loss: 3.0110, grad_norm: 2.4975 2020-07-26 21:56:08,905 - mmaction - INFO - Epoch [85][360/3757] lr: 7.571e-02, eta: 6 days, 7:18:21, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6156, loss_cls: 2.9511, loss: 2.9511, grad_norm: 2.5187 2020-07-26 21:56:24,793 - mmaction - INFO - Epoch [85][380/3757] lr: 7.571e-02, eta: 6 days, 7:18:02, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5930, loss_cls: 3.0159, loss: 3.0159, grad_norm: 2.4754 2020-07-26 21:56:40,548 - mmaction - INFO - Epoch [85][400/3757] lr: 7.571e-02, eta: 6 days, 7:17:41, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3727, top5_acc: 0.5945, loss_cls: 2.9605, loss: 2.9605, grad_norm: 2.3885 2020-07-26 21:56:56,848 - mmaction - INFO - Epoch [85][420/3757] lr: 7.571e-02, eta: 6 days, 7:17:23, time: 0.815, data_time: 0.021, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6141, loss_cls: 2.9354, loss: 2.9354, grad_norm: 2.4566 2020-07-26 21:57:12,538 - mmaction - INFO - Epoch [85][440/3757] lr: 7.571e-02, eta: 6 days, 7:17:02, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5961, loss_cls: 2.9545, loss: 2.9545, grad_norm: 2.4282 2020-07-26 21:57:28,337 - mmaction - INFO - Epoch [85][460/3757] lr: 7.571e-02, eta: 6 days, 7:16:42, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5938, loss_cls: 3.0171, loss: 3.0171, grad_norm: 2.4867 2020-07-26 21:57:44,195 - mmaction - INFO - Epoch [85][480/3757] lr: 7.571e-02, eta: 6 days, 7:16:22, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6016, loss_cls: 2.9783, loss: 2.9783, grad_norm: 2.3854 2020-07-26 21:57:59,890 - mmaction - INFO - Epoch [85][500/3757] lr: 7.571e-02, eta: 6 days, 7:16:02, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6180, loss_cls: 2.9340, loss: 2.9340, grad_norm: 2.4330 2020-07-26 21:58:15,684 - mmaction - INFO - Epoch [85][520/3757] lr: 7.571e-02, eta: 6 days, 7:15:42, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6273, loss_cls: 2.8321, loss: 2.8321, grad_norm: 2.4528 2020-07-26 21:58:31,719 - mmaction - INFO - Epoch [85][540/3757] lr: 7.571e-02, eta: 6 days, 7:15:22, time: 0.800, data_time: 0.015, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6109, loss_cls: 2.9082, loss: 2.9082, grad_norm: 2.4699 2020-07-26 21:58:47,497 - mmaction - INFO - Epoch [85][560/3757] lr: 7.571e-02, eta: 6 days, 7:15:02, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5930, loss_cls: 3.0114, loss: 3.0114, grad_norm: 2.4387 2020-07-26 21:59:03,302 - mmaction - INFO - Epoch [85][580/3757] lr: 7.571e-02, eta: 6 days, 7:14:42, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.0333, loss: 3.0333, grad_norm: 2.3811 2020-07-26 21:59:19,032 - mmaction - INFO - Epoch [85][600/3757] lr: 7.571e-02, eta: 6 days, 7:14:21, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.6031, loss_cls: 2.9179, loss: 2.9179, grad_norm: 2.4457 2020-07-26 21:59:34,803 - mmaction - INFO - Epoch [85][620/3757] lr: 7.571e-02, eta: 6 days, 7:14:01, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.5961, loss_cls: 2.9977, loss: 2.9977, grad_norm: 2.4755 2020-07-26 21:59:50,571 - mmaction - INFO - Epoch [85][640/3757] lr: 7.571e-02, eta: 6 days, 7:13:41, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6086, loss_cls: 2.9351, loss: 2.9351, grad_norm: 2.4422 2020-07-26 22:00:11,858 - mmaction - INFO - Epoch [85][660/3757] lr: 7.571e-02, eta: 6 days, 7:13:37, time: 1.060, data_time: 0.008, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5898, loss_cls: 2.9892, loss: 2.9892, grad_norm: 2.4309 2020-07-26 22:00:27,701 - mmaction - INFO - Epoch [85][680/3757] lr: 7.571e-02, eta: 6 days, 7:13:18, time: 0.796, data_time: 0.008, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6008, loss_cls: 2.9753, loss: 2.9753, grad_norm: 2.4336 2020-07-26 22:00:43,534 - mmaction - INFO - Epoch [85][700/3757] lr: 7.571e-02, eta: 6 days, 7:12:58, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5891, loss_cls: 2.9977, loss: 2.9977, grad_norm: 2.4707 2020-07-26 22:00:59,310 - mmaction - INFO - Epoch [85][720/3757] lr: 7.571e-02, eta: 6 days, 7:12:37, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 2.9693, loss: 2.9693, grad_norm: 2.4092 2020-07-26 22:01:15,065 - mmaction - INFO - Epoch [85][740/3757] lr: 7.571e-02, eta: 6 days, 7:12:17, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6055, loss_cls: 2.9528, loss: 2.9528, grad_norm: 2.4494 2020-07-26 22:01:30,916 - mmaction - INFO - Epoch [85][760/3757] lr: 7.571e-02, eta: 6 days, 7:11:57, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5813, loss_cls: 3.0434, loss: 3.0434, grad_norm: 2.4954 2020-07-26 22:01:46,655 - mmaction - INFO - Epoch [85][780/3757] lr: 7.571e-02, eta: 6 days, 7:11:37, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6078, loss_cls: 2.9547, loss: 2.9547, grad_norm: 2.3996 2020-07-26 22:02:02,368 - mmaction - INFO - Epoch [85][800/3757] lr: 7.571e-02, eta: 6 days, 7:11:16, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5891, loss_cls: 3.0187, loss: 3.0187, grad_norm: 2.4049 2020-07-26 22:02:18,115 - mmaction - INFO - Epoch [85][820/3757] lr: 7.571e-02, eta: 6 days, 7:10:56, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6141, loss_cls: 2.9229, loss: 2.9229, grad_norm: 2.4059 2020-07-26 22:02:34,014 - mmaction - INFO - Epoch [85][840/3757] lr: 7.571e-02, eta: 6 days, 7:10:36, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6055, loss_cls: 2.9494, loss: 2.9494, grad_norm: 2.3908 2020-07-26 22:02:49,739 - mmaction - INFO - Epoch [85][860/3757] lr: 7.571e-02, eta: 6 days, 7:10:16, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5945, loss_cls: 3.0456, loss: 3.0456, grad_norm: 2.5008 2020-07-26 22:03:05,677 - mmaction - INFO - Epoch [85][880/3757] lr: 7.571e-02, eta: 6 days, 7:09:56, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5922, loss_cls: 3.0203, loss: 3.0203, grad_norm: 2.4401 2020-07-26 22:03:21,434 - mmaction - INFO - Epoch [85][900/3757] lr: 7.571e-02, eta: 6 days, 7:09:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6000, loss_cls: 2.9532, loss: 2.9532, grad_norm: 2.4319 2020-07-26 22:03:37,209 - mmaction - INFO - Epoch [85][920/3757] lr: 7.571e-02, eta: 6 days, 7:09:16, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5898, loss_cls: 3.0648, loss: 3.0648, grad_norm: 2.4122 2020-07-26 22:03:52,991 - mmaction - INFO - Epoch [85][940/3757] lr: 7.571e-02, eta: 6 days, 7:08:56, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5867, loss_cls: 3.0106, loss: 3.0106, grad_norm: 2.4212 2020-07-26 22:04:08,785 - mmaction - INFO - Epoch [85][960/3757] lr: 7.571e-02, eta: 6 days, 7:08:36, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6016, loss_cls: 2.9902, loss: 2.9902, grad_norm: 2.4620 2020-07-26 22:04:24,574 - mmaction - INFO - Epoch [85][980/3757] lr: 7.571e-02, eta: 6 days, 7:08:15, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5820, loss_cls: 3.1020, loss: 3.1020, grad_norm: 2.4631 2020-07-26 22:04:40,334 - mmaction - INFO - Epoch [85][1000/3757] lr: 7.571e-02, eta: 6 days, 7:07:55, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5977, loss_cls: 3.0004, loss: 3.0004, grad_norm: 2.4081 2020-07-26 22:04:56,126 - mmaction - INFO - Epoch [85][1020/3757] lr: 7.571e-02, eta: 6 days, 7:07:35, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5719, loss_cls: 3.0619, loss: 3.0619, grad_norm: 2.4277 2020-07-26 22:05:11,850 - mmaction - INFO - Epoch [85][1040/3757] lr: 7.571e-02, eta: 6 days, 7:07:15, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5750, loss_cls: 3.0531, loss: 3.0531, grad_norm: 2.3754 2020-07-26 22:05:27,653 - mmaction - INFO - Epoch [85][1060/3757] lr: 7.571e-02, eta: 6 days, 7:06:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6016, loss_cls: 2.9946, loss: 2.9946, grad_norm: 2.4833 2020-07-26 22:05:43,436 - mmaction - INFO - Epoch [85][1080/3757] lr: 7.571e-02, eta: 6 days, 7:06:34, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6078, loss_cls: 2.9705, loss: 2.9705, grad_norm: 2.3944 2020-07-26 22:05:59,280 - mmaction - INFO - Epoch [85][1100/3757] lr: 7.571e-02, eta: 6 days, 7:06:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5914, loss_cls: 3.0026, loss: 3.0026, grad_norm: 2.3971 2020-07-26 22:06:15,032 - mmaction - INFO - Epoch [85][1120/3757] lr: 7.571e-02, eta: 6 days, 7:05:54, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6109, loss_cls: 2.9553, loss: 2.9553, grad_norm: 2.4048 2020-07-26 22:06:30,810 - mmaction - INFO - Epoch [85][1140/3757] lr: 7.571e-02, eta: 6 days, 7:05:34, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6117, loss_cls: 2.9010, loss: 2.9010, grad_norm: 2.4231 2020-07-26 22:06:46,723 - mmaction - INFO - Epoch [85][1160/3757] lr: 7.571e-02, eta: 6 days, 7:05:14, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5914, loss_cls: 3.0578, loss: 3.0578, grad_norm: 2.4680 2020-07-26 22:07:02,483 - mmaction - INFO - Epoch [85][1180/3757] lr: 7.571e-02, eta: 6 days, 7:04:54, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6125, loss_cls: 2.9303, loss: 2.9303, grad_norm: 2.3863 2020-07-26 22:07:18,322 - mmaction - INFO - Epoch [85][1200/3757] lr: 7.571e-02, eta: 6 days, 7:04:34, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6109, loss_cls: 2.9533, loss: 2.9533, grad_norm: 2.4708 2020-07-26 22:07:34,442 - mmaction - INFO - Epoch [85][1220/3757] lr: 7.571e-02, eta: 6 days, 7:04:15, time: 0.807, data_time: 0.016, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6109, loss_cls: 2.9251, loss: 2.9251, grad_norm: 2.4191 2020-07-26 22:07:50,279 - mmaction - INFO - Epoch [85][1240/3757] lr: 7.571e-02, eta: 6 days, 7:03:55, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6070, loss_cls: 2.9643, loss: 2.9643, grad_norm: 2.4713 2020-07-26 22:08:06,122 - mmaction - INFO - Epoch [85][1260/3757] lr: 7.571e-02, eta: 6 days, 7:03:35, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5953, loss_cls: 2.9763, loss: 2.9763, grad_norm: 2.5021 2020-07-26 22:08:21,902 - mmaction - INFO - Epoch [85][1280/3757] lr: 7.571e-02, eta: 6 days, 7:03:15, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6078, loss_cls: 2.9435, loss: 2.9435, grad_norm: 2.4393 2020-07-26 22:08:37,740 - mmaction - INFO - Epoch [85][1300/3757] lr: 7.571e-02, eta: 6 days, 7:02:55, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6125, loss_cls: 2.9277, loss: 2.9277, grad_norm: 2.4947 2020-07-26 22:08:53,553 - mmaction - INFO - Epoch [85][1320/3757] lr: 7.571e-02, eta: 6 days, 7:02:35, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6078, loss_cls: 2.9817, loss: 2.9817, grad_norm: 2.4962 2020-07-26 22:09:09,386 - mmaction - INFO - Epoch [85][1340/3757] lr: 7.571e-02, eta: 6 days, 7:02:15, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5844, loss_cls: 3.0512, loss: 3.0512, grad_norm: 2.4153 2020-07-26 22:09:25,185 - mmaction - INFO - Epoch [85][1360/3757] lr: 7.571e-02, eta: 6 days, 7:01:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6016, loss_cls: 2.9593, loss: 2.9593, grad_norm: 2.4191 2020-07-26 22:09:41,049 - mmaction - INFO - Epoch [85][1380/3757] lr: 7.571e-02, eta: 6 days, 7:01:35, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6125, loss_cls: 2.9495, loss: 2.9495, grad_norm: 2.4776 2020-07-26 22:09:56,894 - mmaction - INFO - Epoch [85][1400/3757] lr: 7.571e-02, eta: 6 days, 7:01:15, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6156, loss_cls: 2.9929, loss: 2.9929, grad_norm: 2.4881 2020-07-26 22:10:12,746 - mmaction - INFO - Epoch [85][1420/3757] lr: 7.571e-02, eta: 6 days, 7:00:55, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5789, loss_cls: 3.0537, loss: 3.0537, grad_norm: 2.4693 2020-07-26 22:10:28,553 - mmaction - INFO - Epoch [85][1440/3757] lr: 7.571e-02, eta: 6 days, 7:00:35, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6016, loss_cls: 2.9941, loss: 2.9941, grad_norm: 2.4780 2020-07-26 22:10:44,307 - mmaction - INFO - Epoch [85][1460/3757] lr: 7.571e-02, eta: 6 days, 7:00:14, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6125, loss_cls: 2.9487, loss: 2.9487, grad_norm: 2.4013 2020-07-26 22:11:00,195 - mmaction - INFO - Epoch [85][1480/3757] lr: 7.571e-02, eta: 6 days, 6:59:55, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6156, loss_cls: 2.8679, loss: 2.8679, grad_norm: 2.4310 2020-07-26 22:11:15,934 - mmaction - INFO - Epoch [85][1500/3757] lr: 7.571e-02, eta: 6 days, 6:59:34, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6031, loss_cls: 2.9839, loss: 2.9839, grad_norm: 2.4934 2020-07-26 22:11:31,715 - mmaction - INFO - Epoch [85][1520/3757] lr: 7.571e-02, eta: 6 days, 6:59:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5781, loss_cls: 3.0939, loss: 3.0939, grad_norm: 2.4788 2020-07-26 22:11:47,536 - mmaction - INFO - Epoch [85][1540/3757] lr: 7.571e-02, eta: 6 days, 6:58:54, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5930, loss_cls: 3.0051, loss: 3.0051, grad_norm: 2.4612 2020-07-26 22:12:03,297 - mmaction - INFO - Epoch [85][1560/3757] lr: 7.571e-02, eta: 6 days, 6:58:34, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5961, loss_cls: 3.0339, loss: 3.0339, grad_norm: 2.4565 2020-07-26 22:12:19,110 - mmaction - INFO - Epoch [85][1580/3757] lr: 7.571e-02, eta: 6 days, 6:58:14, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5945, loss_cls: 2.9826, loss: 2.9826, grad_norm: 2.3965 2020-07-26 22:12:34,963 - mmaction - INFO - Epoch [85][1600/3757] lr: 7.571e-02, eta: 6 days, 6:57:54, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6219, loss_cls: 2.8425, loss: 2.8425, grad_norm: 2.3237 2020-07-26 22:12:50,784 - mmaction - INFO - Epoch [85][1620/3757] lr: 7.571e-02, eta: 6 days, 6:57:34, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6266, loss_cls: 2.8889, loss: 2.8889, grad_norm: 2.4068 2020-07-26 22:13:06,587 - mmaction - INFO - Epoch [85][1640/3757] lr: 7.571e-02, eta: 6 days, 6:57:14, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5891, loss_cls: 3.0630, loss: 3.0630, grad_norm: 2.4277 2020-07-26 22:13:22,389 - mmaction - INFO - Epoch [85][1660/3757] lr: 7.571e-02, eta: 6 days, 6:56:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5867, loss_cls: 3.0170, loss: 3.0170, grad_norm: 2.4317 2020-07-26 22:13:38,190 - mmaction - INFO - Epoch [85][1680/3757] lr: 7.571e-02, eta: 6 days, 6:56:34, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5906, loss_cls: 2.9638, loss: 2.9638, grad_norm: 2.4865 2020-07-26 22:13:53,965 - mmaction - INFO - Epoch [85][1700/3757] lr: 7.571e-02, eta: 6 days, 6:56:13, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6148, loss_cls: 2.9034, loss: 2.9034, grad_norm: 2.4552 2020-07-26 22:14:09,743 - mmaction - INFO - Epoch [85][1720/3757] lr: 7.571e-02, eta: 6 days, 6:55:53, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6047, loss_cls: 2.9908, loss: 2.9908, grad_norm: 2.4634 2020-07-26 22:14:25,544 - mmaction - INFO - Epoch [85][1740/3757] lr: 7.571e-02, eta: 6 days, 6:55:33, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5930, loss_cls: 3.0253, loss: 3.0253, grad_norm: 2.3950 2020-07-26 22:14:41,317 - mmaction - INFO - Epoch [85][1760/3757] lr: 7.571e-02, eta: 6 days, 6:55:13, time: 0.790, data_time: 0.006, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6078, loss_cls: 2.9826, loss: 2.9826, grad_norm: 2.4437 2020-07-26 22:14:57,111 - mmaction - INFO - Epoch [85][1780/3757] lr: 7.571e-02, eta: 6 days, 6:54:53, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6055, loss_cls: 2.9476, loss: 2.9476, grad_norm: 2.4257 2020-07-26 22:15:12,999 - mmaction - INFO - Epoch [85][1800/3757] lr: 7.571e-02, eta: 6 days, 6:54:33, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5883, loss_cls: 2.9734, loss: 2.9734, grad_norm: 2.4226 2020-07-26 22:15:28,788 - mmaction - INFO - Epoch [85][1820/3757] lr: 7.571e-02, eta: 6 days, 6:54:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6070, loss_cls: 2.8493, loss: 2.8493, grad_norm: 2.4463 2020-07-26 22:15:44,581 - mmaction - INFO - Epoch [85][1840/3757] lr: 7.571e-02, eta: 6 days, 6:53:53, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6188, loss_cls: 2.9207, loss: 2.9207, grad_norm: 2.3852 2020-07-26 22:16:00,343 - mmaction - INFO - Epoch [85][1860/3757] lr: 7.571e-02, eta: 6 days, 6:53:33, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6180, loss_cls: 2.9075, loss: 2.9075, grad_norm: 2.4399 2020-07-26 22:16:16,163 - mmaction - INFO - Epoch [85][1880/3757] lr: 7.571e-02, eta: 6 days, 6:53:13, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6039, loss_cls: 2.9694, loss: 2.9694, grad_norm: 2.3981 2020-07-26 22:16:31,910 - mmaction - INFO - Epoch [85][1900/3757] lr: 7.571e-02, eta: 6 days, 6:52:52, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5906, loss_cls: 3.0451, loss: 3.0451, grad_norm: 2.5269 2020-07-26 22:16:47,698 - mmaction - INFO - Epoch [85][1920/3757] lr: 7.571e-02, eta: 6 days, 6:52:32, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.5992, loss_cls: 2.9559, loss: 2.9559, grad_norm: 2.4287 2020-07-26 22:17:03,496 - mmaction - INFO - Epoch [85][1940/3757] lr: 7.571e-02, eta: 6 days, 6:52:12, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6109, loss_cls: 2.9346, loss: 2.9346, grad_norm: 2.4613 2020-07-26 22:17:19,412 - mmaction - INFO - Epoch [85][1960/3757] lr: 7.571e-02, eta: 6 days, 6:51:53, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6109, loss_cls: 2.9583, loss: 2.9583, grad_norm: 2.4700 2020-07-26 22:17:35,285 - mmaction - INFO - Epoch [85][1980/3757] lr: 7.571e-02, eta: 6 days, 6:51:33, time: 0.794, data_time: 0.006, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5742, loss_cls: 3.0415, loss: 3.0415, grad_norm: 2.4396 2020-07-26 22:17:51,095 - mmaction - INFO - Epoch [85][2000/3757] lr: 7.571e-02, eta: 6 days, 6:51:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5969, loss_cls: 3.0076, loss: 3.0076, grad_norm: 2.4567 2020-07-26 22:18:06,951 - mmaction - INFO - Epoch [85][2020/3757] lr: 7.571e-02, eta: 6 days, 6:50:53, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5961, loss_cls: 3.0325, loss: 3.0325, grad_norm: 2.4084 2020-07-26 22:18:22,739 - mmaction - INFO - Epoch [85][2040/3757] lr: 7.571e-02, eta: 6 days, 6:50:33, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.5992, loss_cls: 2.9499, loss: 2.9499, grad_norm: 2.3541 2020-07-26 22:18:38,503 - mmaction - INFO - Epoch [85][2060/3757] lr: 7.571e-02, eta: 6 days, 6:50:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5883, loss_cls: 3.0215, loss: 3.0215, grad_norm: 2.5356 2020-07-26 22:18:54,281 - mmaction - INFO - Epoch [85][2080/3757] lr: 7.571e-02, eta: 6 days, 6:49:52, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6172, loss_cls: 2.8319, loss: 2.8319, grad_norm: 2.3825 2020-07-26 22:19:10,136 - mmaction - INFO - Epoch [85][2100/3757] lr: 7.571e-02, eta: 6 days, 6:49:32, time: 0.793, data_time: 0.007, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6109, loss_cls: 2.9241, loss: 2.9241, grad_norm: 2.4023 2020-07-26 22:19:25,896 - mmaction - INFO - Epoch [85][2120/3757] lr: 7.571e-02, eta: 6 days, 6:49:12, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.5719, loss_cls: 2.9972, loss: 2.9972, grad_norm: 2.4545 2020-07-26 22:19:41,673 - mmaction - INFO - Epoch [85][2140/3757] lr: 7.571e-02, eta: 6 days, 6:48:52, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6305, loss_cls: 2.8451, loss: 2.8451, grad_norm: 2.4674 2020-07-26 22:19:57,422 - mmaction - INFO - Epoch [85][2160/3757] lr: 7.571e-02, eta: 6 days, 6:48:32, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6055, loss_cls: 2.9879, loss: 2.9879, grad_norm: 2.4554 2020-07-26 22:20:13,268 - mmaction - INFO - Epoch [85][2180/3757] lr: 7.571e-02, eta: 6 days, 6:48:12, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5898, loss_cls: 2.9824, loss: 2.9824, grad_norm: 2.4136 2020-07-26 22:20:29,223 - mmaction - INFO - Epoch [85][2200/3757] lr: 7.571e-02, eta: 6 days, 6:47:52, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5984, loss_cls: 2.9482, loss: 2.9482, grad_norm: 2.4006 2020-07-26 22:20:45,358 - mmaction - INFO - Epoch [85][2220/3757] lr: 7.571e-02, eta: 6 days, 6:47:33, time: 0.808, data_time: 0.019, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6305, loss_cls: 2.8795, loss: 2.8795, grad_norm: 2.4099 2020-07-26 22:21:01,180 - mmaction - INFO - Epoch [85][2240/3757] lr: 7.571e-02, eta: 6 days, 6:47:13, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5680, loss_cls: 3.0560, loss: 3.0560, grad_norm: 2.4970 2020-07-26 22:21:17,002 - mmaction - INFO - Epoch [85][2260/3757] lr: 7.571e-02, eta: 6 days, 6:46:53, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6164, loss_cls: 2.9471, loss: 2.9471, grad_norm: 2.4143 2020-07-26 22:21:32,837 - mmaction - INFO - Epoch [85][2280/3757] lr: 7.571e-02, eta: 6 days, 6:46:33, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3070, top5_acc: 0.5805, loss_cls: 3.0796, loss: 3.0796, grad_norm: 2.5278 2020-07-26 22:21:48,711 - mmaction - INFO - Epoch [85][2300/3757] lr: 7.571e-02, eta: 6 days, 6:46:13, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.6070, loss_cls: 2.9697, loss: 2.9697, grad_norm: 2.5178 2020-07-26 22:22:04,495 - mmaction - INFO - Epoch [85][2320/3757] lr: 7.571e-02, eta: 6 days, 6:45:53, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5938, loss_cls: 3.0581, loss: 3.0581, grad_norm: 2.4759 2020-07-26 22:22:20,279 - mmaction - INFO - Epoch [85][2340/3757] lr: 7.571e-02, eta: 6 days, 6:45:33, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6148, loss_cls: 2.8966, loss: 2.8966, grad_norm: 2.4097 2020-07-26 22:22:35,987 - mmaction - INFO - Epoch [85][2360/3757] lr: 7.571e-02, eta: 6 days, 6:45:13, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5875, loss_cls: 2.9939, loss: 2.9939, grad_norm: 2.4486 2020-07-26 22:22:51,789 - mmaction - INFO - Epoch [85][2380/3757] lr: 7.571e-02, eta: 6 days, 6:44:53, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5898, loss_cls: 2.9583, loss: 2.9583, grad_norm: 2.4592 2020-07-26 22:23:07,542 - mmaction - INFO - Epoch [85][2400/3757] lr: 7.571e-02, eta: 6 days, 6:44:33, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.5969, loss_cls: 2.9653, loss: 2.9653, grad_norm: 2.3688 2020-07-26 22:23:24,334 - mmaction - INFO - Epoch [85][2420/3757] lr: 7.571e-02, eta: 6 days, 6:44:16, time: 0.839, data_time: 0.055, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5930, loss_cls: 2.9431, loss: 2.9431, grad_norm: 2.5072 2020-07-26 22:23:40,126 - mmaction - INFO - Epoch [85][2440/3757] lr: 7.571e-02, eta: 6 days, 6:43:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5836, loss_cls: 3.0153, loss: 3.0153, grad_norm: 2.4776 2020-07-26 22:23:55,945 - mmaction - INFO - Epoch [85][2460/3757] lr: 7.571e-02, eta: 6 days, 6:43:35, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6117, loss_cls: 2.9436, loss: 2.9436, grad_norm: 2.3935 2020-07-26 22:24:11,711 - mmaction - INFO - Epoch [85][2480/3757] lr: 7.571e-02, eta: 6 days, 6:43:15, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5977, loss_cls: 3.0087, loss: 3.0087, grad_norm: 2.4463 2020-07-26 22:24:27,622 - mmaction - INFO - Epoch [85][2500/3757] lr: 7.571e-02, eta: 6 days, 6:42:55, time: 0.793, data_time: 0.006, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 3.0210, loss: 3.0210, grad_norm: 2.3894 2020-07-26 22:24:43,480 - mmaction - INFO - Epoch [85][2520/3757] lr: 7.571e-02, eta: 6 days, 6:42:36, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5945, loss_cls: 2.9979, loss: 2.9979, grad_norm: 2.4483 2020-07-26 22:24:59,302 - mmaction - INFO - Epoch [85][2540/3757] lr: 7.571e-02, eta: 6 days, 6:42:16, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5781, loss_cls: 2.9848, loss: 2.9848, grad_norm: 2.4138 2020-07-26 22:25:15,098 - mmaction - INFO - Epoch [85][2560/3757] lr: 7.571e-02, eta: 6 days, 6:41:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6172, loss_cls: 2.8886, loss: 2.8886, grad_norm: 2.4649 2020-07-26 22:25:30,867 - mmaction - INFO - Epoch [85][2580/3757] lr: 7.571e-02, eta: 6 days, 6:41:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5836, loss_cls: 3.0493, loss: 3.0493, grad_norm: 2.5229 2020-07-26 22:25:46,671 - mmaction - INFO - Epoch [85][2600/3757] lr: 7.571e-02, eta: 6 days, 6:41:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6078, loss_cls: 2.9578, loss: 2.9578, grad_norm: 2.3895 2020-07-26 22:26:02,540 - mmaction - INFO - Epoch [85][2620/3757] lr: 7.571e-02, eta: 6 days, 6:40:56, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5711, loss_cls: 3.1052, loss: 3.1052, grad_norm: 2.3969 2020-07-26 22:26:18,407 - mmaction - INFO - Epoch [85][2640/3757] lr: 7.571e-02, eta: 6 days, 6:40:36, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6062, loss_cls: 2.9990, loss: 2.9990, grad_norm: 2.4661 2020-07-26 22:26:34,257 - mmaction - INFO - Epoch [85][2660/3757] lr: 7.571e-02, eta: 6 days, 6:40:16, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6195, loss_cls: 2.8773, loss: 2.8773, grad_norm: 2.3909 2020-07-26 22:26:49,956 - mmaction - INFO - Epoch [85][2680/3757] lr: 7.571e-02, eta: 6 days, 6:39:56, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5961, loss_cls: 2.9900, loss: 2.9900, grad_norm: 2.4391 2020-07-26 22:27:05,742 - mmaction - INFO - Epoch [85][2700/3757] lr: 7.571e-02, eta: 6 days, 6:39:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5977, loss_cls: 2.9909, loss: 2.9909, grad_norm: 2.4623 2020-07-26 22:27:21,563 - mmaction - INFO - Epoch [85][2720/3757] lr: 7.571e-02, eta: 6 days, 6:39:15, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5742, loss_cls: 3.1135, loss: 3.1135, grad_norm: 2.3790 2020-07-26 22:27:37,380 - mmaction - INFO - Epoch [85][2740/3757] lr: 7.571e-02, eta: 6 days, 6:38:55, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5875, loss_cls: 3.0144, loss: 3.0144, grad_norm: 2.4471 2020-07-26 22:27:53,256 - mmaction - INFO - Epoch [85][2760/3757] lr: 7.571e-02, eta: 6 days, 6:38:36, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6172, loss_cls: 2.8980, loss: 2.8980, grad_norm: 2.4092 2020-07-26 22:28:08,935 - mmaction - INFO - Epoch [85][2780/3757] lr: 7.571e-02, eta: 6 days, 6:38:15, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5922, loss_cls: 3.0341, loss: 3.0341, grad_norm: 2.5341 2020-07-26 22:28:24,782 - mmaction - INFO - Epoch [85][2800/3757] lr: 7.571e-02, eta: 6 days, 6:37:55, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5703, loss_cls: 3.0926, loss: 3.0926, grad_norm: 2.4690 2020-07-26 22:28:40,531 - mmaction - INFO - Epoch [85][2820/3757] lr: 7.571e-02, eta: 6 days, 6:37:35, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 3.0517, loss: 3.0517, grad_norm: 2.3910 2020-07-26 22:28:56,311 - mmaction - INFO - Epoch [85][2840/3757] lr: 7.571e-02, eta: 6 days, 6:37:15, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 2.9890, loss: 2.9890, grad_norm: 2.4070 2020-07-26 22:29:12,140 - mmaction - INFO - Epoch [85][2860/3757] lr: 7.571e-02, eta: 6 days, 6:36:55, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5852, loss_cls: 3.0196, loss: 3.0196, grad_norm: 2.4453 2020-07-26 22:29:27,835 - mmaction - INFO - Epoch [85][2880/3757] lr: 7.571e-02, eta: 6 days, 6:36:35, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5727, loss_cls: 3.0585, loss: 3.0585, grad_norm: 2.3928 2020-07-26 22:29:43,777 - mmaction - INFO - Epoch [85][2900/3757] lr: 7.571e-02, eta: 6 days, 6:36:15, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6117, loss_cls: 2.9063, loss: 2.9063, grad_norm: 2.3551 2020-07-26 22:29:59,656 - mmaction - INFO - Epoch [85][2920/3757] lr: 7.571e-02, eta: 6 days, 6:35:55, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6102, loss_cls: 2.9230, loss: 2.9230, grad_norm: 2.4110 2020-07-26 22:30:15,445 - mmaction - INFO - Epoch [85][2940/3757] lr: 7.571e-02, eta: 6 days, 6:35:35, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5687, loss_cls: 3.1099, loss: 3.1099, grad_norm: 2.4839 2020-07-26 22:30:31,232 - mmaction - INFO - Epoch [85][2960/3757] lr: 7.571e-02, eta: 6 days, 6:35:15, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5719, loss_cls: 3.0909, loss: 3.0909, grad_norm: 2.3996 2020-07-26 22:30:47,066 - mmaction - INFO - Epoch [85][2980/3757] lr: 7.571e-02, eta: 6 days, 6:34:55, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5992, loss_cls: 3.0009, loss: 3.0009, grad_norm: 2.4063 2020-07-26 22:31:02,792 - mmaction - INFO - Epoch [85][3000/3757] lr: 7.571e-02, eta: 6 days, 6:34:35, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6055, loss_cls: 2.9376, loss: 2.9376, grad_norm: 2.4350 2020-07-26 22:31:18,638 - mmaction - INFO - Epoch [85][3020/3757] lr: 7.571e-02, eta: 6 days, 6:34:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 3.0157, loss: 3.0157, grad_norm: 2.4138 2020-07-26 22:31:34,480 - mmaction - INFO - Epoch [85][3040/3757] lr: 7.571e-02, eta: 6 days, 6:33:55, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5687, loss_cls: 3.1171, loss: 3.1171, grad_norm: 2.4835 2020-07-26 22:31:50,259 - mmaction - INFO - Epoch [85][3060/3757] lr: 7.571e-02, eta: 6 days, 6:33:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5891, loss_cls: 3.0609, loss: 3.0609, grad_norm: 2.4436 2020-07-26 22:32:06,063 - mmaction - INFO - Epoch [85][3080/3757] lr: 7.571e-02, eta: 6 days, 6:33:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6008, loss_cls: 2.9427, loss: 2.9427, grad_norm: 2.4613 2020-07-26 22:32:21,829 - mmaction - INFO - Epoch [85][3100/3757] lr: 7.571e-02, eta: 6 days, 6:32:55, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5867, loss_cls: 3.0789, loss: 3.0789, grad_norm: 2.5192 2020-07-26 22:32:37,657 - mmaction - INFO - Epoch [85][3120/3757] lr: 7.571e-02, eta: 6 days, 6:32:35, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5836, loss_cls: 3.0454, loss: 3.0454, grad_norm: 2.4027 2020-07-26 22:32:53,439 - mmaction - INFO - Epoch [85][3140/3757] lr: 7.571e-02, eta: 6 days, 6:32:15, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5891, loss_cls: 3.0204, loss: 3.0204, grad_norm: 2.4893 2020-07-26 22:33:09,210 - mmaction - INFO - Epoch [85][3160/3757] lr: 7.571e-02, eta: 6 days, 6:31:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6133, loss_cls: 2.9568, loss: 2.9568, grad_norm: 2.3785 2020-07-26 22:33:24,976 - mmaction - INFO - Epoch [85][3180/3757] lr: 7.571e-02, eta: 6 days, 6:31:35, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6250, loss_cls: 2.8804, loss: 2.8804, grad_norm: 2.4522 2020-07-26 22:33:40,752 - mmaction - INFO - Epoch [85][3200/3757] lr: 7.571e-02, eta: 6 days, 6:31:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5961, loss_cls: 2.9785, loss: 2.9785, grad_norm: 2.5346 2020-07-26 22:33:56,520 - mmaction - INFO - Epoch [85][3220/3757] lr: 7.571e-02, eta: 6 days, 6:30:54, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5766, loss_cls: 3.0477, loss: 3.0477, grad_norm: 2.4570 2020-07-26 22:34:12,277 - mmaction - INFO - Epoch [85][3240/3757] lr: 7.571e-02, eta: 6 days, 6:30:34, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6047, loss_cls: 2.9380, loss: 2.9380, grad_norm: 2.4638 2020-07-26 22:34:28,100 - mmaction - INFO - Epoch [85][3260/3757] lr: 7.571e-02, eta: 6 days, 6:30:14, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5813, loss_cls: 3.0741, loss: 3.0741, grad_norm: 2.4395 2020-07-26 22:34:43,895 - mmaction - INFO - Epoch [85][3280/3757] lr: 7.571e-02, eta: 6 days, 6:29:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5703, loss_cls: 3.0778, loss: 3.0778, grad_norm: 2.4324 2020-07-26 22:34:59,612 - mmaction - INFO - Epoch [85][3300/3757] lr: 7.571e-02, eta: 6 days, 6:29:34, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6062, loss_cls: 2.9340, loss: 2.9340, grad_norm: 2.4450 2020-07-26 22:35:15,439 - mmaction - INFO - Epoch [85][3320/3757] lr: 7.571e-02, eta: 6 days, 6:29:14, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6102, loss_cls: 2.8962, loss: 2.8962, grad_norm: 2.4785 2020-07-26 22:35:31,196 - mmaction - INFO - Epoch [85][3340/3757] lr: 7.571e-02, eta: 6 days, 6:28:54, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5695, loss_cls: 3.0436, loss: 3.0436, grad_norm: 2.5213 2020-07-26 22:35:47,000 - mmaction - INFO - Epoch [85][3360/3757] lr: 7.571e-02, eta: 6 days, 6:28:34, time: 0.790, data_time: 0.008, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6125, loss_cls: 2.9757, loss: 2.9757, grad_norm: 2.4495 2020-07-26 22:36:02,756 - mmaction - INFO - Epoch [85][3380/3757] lr: 7.571e-02, eta: 6 days, 6:28:14, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6148, loss_cls: 2.9249, loss: 2.9249, grad_norm: 2.3918 2020-07-26 22:36:18,614 - mmaction - INFO - Epoch [85][3400/3757] lr: 7.571e-02, eta: 6 days, 6:27:54, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5891, loss_cls: 3.0746, loss: 3.0746, grad_norm: 2.4976 2020-07-26 22:36:34,272 - mmaction - INFO - Epoch [85][3420/3757] lr: 7.571e-02, eta: 6 days, 6:27:33, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5961, loss_cls: 3.0029, loss: 3.0029, grad_norm: 2.3488 2020-07-26 22:36:50,076 - mmaction - INFO - Epoch [85][3440/3757] lr: 7.571e-02, eta: 6 days, 6:27:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6234, loss_cls: 2.9339, loss: 2.9339, grad_norm: 2.4274 2020-07-26 22:37:05,805 - mmaction - INFO - Epoch [85][3460/3757] lr: 7.571e-02, eta: 6 days, 6:26:53, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5641, loss_cls: 3.1321, loss: 3.1321, grad_norm: 2.4949 2020-07-26 22:37:21,562 - mmaction - INFO - Epoch [85][3480/3757] lr: 7.571e-02, eta: 6 days, 6:26:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5828, loss_cls: 3.0018, loss: 3.0018, grad_norm: 2.3906 2020-07-26 22:37:37,395 - mmaction - INFO - Epoch [85][3500/3757] lr: 7.571e-02, eta: 6 days, 6:26:13, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.0707, loss: 3.0707, grad_norm: 2.4118 2020-07-26 22:37:53,338 - mmaction - INFO - Epoch [85][3520/3757] lr: 7.571e-02, eta: 6 days, 6:25:53, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6094, loss_cls: 2.9537, loss: 2.9537, grad_norm: 2.3948 2020-07-26 22:38:09,157 - mmaction - INFO - Epoch [85][3540/3757] lr: 7.571e-02, eta: 6 days, 6:25:33, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6188, loss_cls: 2.9135, loss: 2.9135, grad_norm: 2.4440 2020-07-26 22:38:24,970 - mmaction - INFO - Epoch [85][3560/3757] lr: 7.571e-02, eta: 6 days, 6:25:14, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5969, loss_cls: 3.0064, loss: 3.0064, grad_norm: 2.4900 2020-07-26 22:38:40,676 - mmaction - INFO - Epoch [85][3580/3757] lr: 7.571e-02, eta: 6 days, 6:24:53, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 2.9532, loss: 2.9532, grad_norm: 2.3611 2020-07-26 22:38:56,430 - mmaction - INFO - Epoch [85][3600/3757] lr: 7.571e-02, eta: 6 days, 6:24:33, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5992, loss_cls: 3.0026, loss: 3.0026, grad_norm: 2.4042 2020-07-26 22:39:12,283 - mmaction - INFO - Epoch [85][3620/3757] lr: 7.571e-02, eta: 6 days, 6:24:13, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5914, loss_cls: 3.0735, loss: 3.0735, grad_norm: 2.4641 2020-07-26 22:39:28,140 - mmaction - INFO - Epoch [85][3640/3757] lr: 7.571e-02, eta: 6 days, 6:23:53, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6109, loss_cls: 2.9602, loss: 2.9602, grad_norm: 2.3814 2020-07-26 22:39:44,005 - mmaction - INFO - Epoch [85][3660/3757] lr: 7.571e-02, eta: 6 days, 6:23:34, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6023, loss_cls: 3.0033, loss: 3.0033, grad_norm: 2.4000 2020-07-26 22:39:59,803 - mmaction - INFO - Epoch [85][3680/3757] lr: 7.571e-02, eta: 6 days, 6:23:14, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 3.0102, loss: 3.0102, grad_norm: 2.4330 2020-07-26 22:40:15,601 - mmaction - INFO - Epoch [85][3700/3757] lr: 7.571e-02, eta: 6 days, 6:22:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6031, loss_cls: 3.0111, loss: 3.0111, grad_norm: 2.4611 2020-07-26 22:40:31,541 - mmaction - INFO - Epoch [85][3720/3757] lr: 7.571e-02, eta: 6 days, 6:22:34, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5859, loss_cls: 3.0050, loss: 3.0050, grad_norm: 2.4707 2020-07-26 22:40:47,397 - mmaction - INFO - Epoch [85][3740/3757] lr: 7.571e-02, eta: 6 days, 6:22:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6055, loss_cls: 2.9902, loss: 2.9902, grad_norm: 2.4433 2020-07-26 22:44:22,305 - mmaction - INFO - Epoch [86][20/3757] lr: 7.518e-02, eta: 6 days, 6:29:49, time: 9.664, data_time: 8.751, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5836, loss_cls: 2.9787, loss: 2.9787, grad_norm: 2.4211 2020-07-26 22:44:38,129 - mmaction - INFO - Epoch [86][40/3757] lr: 7.518e-02, eta: 6 days, 6:29:29, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5891, loss_cls: 3.0303, loss: 3.0303, grad_norm: 2.3897 2020-07-26 22:44:53,971 - mmaction - INFO - Epoch [86][60/3757] lr: 7.518e-02, eta: 6 days, 6:29:09, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5898, loss_cls: 3.0010, loss: 3.0010, grad_norm: 2.4257 2020-07-26 22:45:09,696 - mmaction - INFO - Epoch [86][80/3757] lr: 7.518e-02, eta: 6 days, 6:28:49, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6008, loss_cls: 2.9918, loss: 2.9918, grad_norm: 2.5029 2020-07-26 22:45:25,506 - mmaction - INFO - Epoch [86][100/3757] lr: 7.518e-02, eta: 6 days, 6:28:29, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5852, loss_cls: 3.0351, loss: 3.0351, grad_norm: 2.4782 2020-07-26 22:45:41,724 - mmaction - INFO - Epoch [86][120/3757] lr: 7.518e-02, eta: 6 days, 6:28:10, time: 0.811, data_time: 0.024, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5797, loss_cls: 3.0520, loss: 3.0520, grad_norm: 2.4528 2020-07-26 22:45:57,868 - mmaction - INFO - Epoch [86][140/3757] lr: 7.518e-02, eta: 6 days, 6:27:51, time: 0.807, data_time: 0.015, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6008, loss_cls: 3.0527, loss: 3.0527, grad_norm: 2.4244 2020-07-26 22:46:14,107 - mmaction - INFO - Epoch [86][160/3757] lr: 7.518e-02, eta: 6 days, 6:27:32, time: 0.812, data_time: 0.024, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6164, loss_cls: 2.9216, loss: 2.9216, grad_norm: 2.4227 2020-07-26 22:46:29,910 - mmaction - INFO - Epoch [86][180/3757] lr: 7.518e-02, eta: 6 days, 6:27:12, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6055, loss_cls: 2.9883, loss: 2.9883, grad_norm: 2.4601 2020-07-26 22:46:45,694 - mmaction - INFO - Epoch [86][200/3757] lr: 7.518e-02, eta: 6 days, 6:26:52, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.5992, loss_cls: 2.9452, loss: 2.9452, grad_norm: 2.4261 2020-07-26 22:47:01,606 - mmaction - INFO - Epoch [86][220/3757] lr: 7.518e-02, eta: 6 days, 6:26:32, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6227, loss_cls: 2.8821, loss: 2.8821, grad_norm: 2.4357 2020-07-26 22:47:17,379 - mmaction - INFO - Epoch [86][240/3757] lr: 7.518e-02, eta: 6 days, 6:26:12, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6156, loss_cls: 2.9476, loss: 2.9476, grad_norm: 2.4785 2020-07-26 22:47:33,199 - mmaction - INFO - Epoch [86][260/3757] lr: 7.518e-02, eta: 6 days, 6:25:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6117, loss_cls: 2.9177, loss: 2.9177, grad_norm: 2.4371 2020-07-26 22:47:48,987 - mmaction - INFO - Epoch [86][280/3757] lr: 7.518e-02, eta: 6 days, 6:25:32, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.5938, loss_cls: 2.9840, loss: 2.9840, grad_norm: 2.4558 2020-07-26 22:48:04,793 - mmaction - INFO - Epoch [86][300/3757] lr: 7.518e-02, eta: 6 days, 6:25:12, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6164, loss_cls: 2.9207, loss: 2.9207, grad_norm: 2.4968 2020-07-26 22:48:20,561 - mmaction - INFO - Epoch [86][320/3757] lr: 7.518e-02, eta: 6 days, 6:24:52, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6336, loss_cls: 2.8975, loss: 2.8975, grad_norm: 2.4373 2020-07-26 22:48:36,431 - mmaction - INFO - Epoch [86][340/3757] lr: 7.518e-02, eta: 6 days, 6:24:32, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5719, loss_cls: 3.0806, loss: 3.0806, grad_norm: 2.4294 2020-07-26 22:48:52,147 - mmaction - INFO - Epoch [86][360/3757] lr: 7.518e-02, eta: 6 days, 6:24:12, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6156, loss_cls: 2.8781, loss: 2.8781, grad_norm: 2.3857 2020-07-26 22:49:08,019 - mmaction - INFO - Epoch [86][380/3757] lr: 7.518e-02, eta: 6 days, 6:23:52, time: 0.794, data_time: 0.009, memory: 6196, top1_acc: 0.3648, top5_acc: 0.5844, loss_cls: 3.0103, loss: 3.0103, grad_norm: 2.4830 2020-07-26 22:49:23,866 - mmaction - INFO - Epoch [86][400/3757] lr: 7.518e-02, eta: 6 days, 6:23:32, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5945, loss_cls: 2.9840, loss: 2.9840, grad_norm: 2.4421 2020-07-26 22:49:39,600 - mmaction - INFO - Epoch [86][420/3757] lr: 7.518e-02, eta: 6 days, 6:23:12, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5945, loss_cls: 2.9981, loss: 2.9981, grad_norm: 2.4292 2020-07-26 22:49:55,354 - mmaction - INFO - Epoch [86][440/3757] lr: 7.518e-02, eta: 6 days, 6:22:52, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5859, loss_cls: 3.0299, loss: 3.0299, grad_norm: 2.4631 2020-07-26 22:50:11,151 - mmaction - INFO - Epoch [86][460/3757] lr: 7.518e-02, eta: 6 days, 6:22:31, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6102, loss_cls: 2.9703, loss: 2.9703, grad_norm: 2.3841 2020-07-26 22:50:26,951 - mmaction - INFO - Epoch [86][480/3757] lr: 7.518e-02, eta: 6 days, 6:22:12, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6242, loss_cls: 2.8467, loss: 2.8467, grad_norm: 2.4249 2020-07-26 22:50:42,740 - mmaction - INFO - Epoch [86][500/3757] lr: 7.518e-02, eta: 6 days, 6:21:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5906, loss_cls: 3.0302, loss: 3.0302, grad_norm: 2.5083 2020-07-26 22:50:58,563 - mmaction - INFO - Epoch [86][520/3757] lr: 7.518e-02, eta: 6 days, 6:21:31, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6180, loss_cls: 2.8755, loss: 2.8755, grad_norm: 2.4626 2020-07-26 22:51:14,305 - mmaction - INFO - Epoch [86][540/3757] lr: 7.518e-02, eta: 6 days, 6:21:11, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6102, loss_cls: 2.9784, loss: 2.9784, grad_norm: 2.5383 2020-07-26 22:51:30,097 - mmaction - INFO - Epoch [86][560/3757] lr: 7.518e-02, eta: 6 days, 6:20:51, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5922, loss_cls: 3.0793, loss: 3.0793, grad_norm: 2.5739 2020-07-26 22:51:45,981 - mmaction - INFO - Epoch [86][580/3757] lr: 7.518e-02, eta: 6 days, 6:20:31, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 2.9615, loss: 2.9615, grad_norm: 2.4307 2020-07-26 22:52:01,780 - mmaction - INFO - Epoch [86][600/3757] lr: 7.518e-02, eta: 6 days, 6:20:11, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5844, loss_cls: 3.0802, loss: 3.0802, grad_norm: 2.5021 2020-07-26 22:52:17,692 - mmaction - INFO - Epoch [86][620/3757] lr: 7.518e-02, eta: 6 days, 6:19:52, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5945, loss_cls: 3.0063, loss: 3.0063, grad_norm: 2.5016 2020-07-26 22:52:33,566 - mmaction - INFO - Epoch [86][640/3757] lr: 7.518e-02, eta: 6 days, 6:19:32, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6000, loss_cls: 3.0243, loss: 3.0243, grad_norm: 2.4903 2020-07-26 22:52:49,480 - mmaction - INFO - Epoch [86][660/3757] lr: 7.518e-02, eta: 6 days, 6:19:12, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5953, loss_cls: 3.0058, loss: 3.0058, grad_norm: 2.4733 2020-07-26 22:53:05,180 - mmaction - INFO - Epoch [86][680/3757] lr: 7.518e-02, eta: 6 days, 6:18:52, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5672, loss_cls: 3.1416, loss: 3.1416, grad_norm: 2.4258 2020-07-26 22:53:21,118 - mmaction - INFO - Epoch [86][700/3757] lr: 7.518e-02, eta: 6 days, 6:18:32, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5906, loss_cls: 3.0237, loss: 3.0237, grad_norm: 2.4586 2020-07-26 22:53:36,889 - mmaction - INFO - Epoch [86][720/3757] lr: 7.518e-02, eta: 6 days, 6:18:12, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3688, top5_acc: 0.5922, loss_cls: 2.9666, loss: 2.9666, grad_norm: 2.3396 2020-07-26 22:53:52,627 - mmaction - INFO - Epoch [86][740/3757] lr: 7.518e-02, eta: 6 days, 6:17:52, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6008, loss_cls: 2.9991, loss: 2.9991, grad_norm: 2.4462 2020-07-26 22:54:08,432 - mmaction - INFO - Epoch [86][760/3757] lr: 7.518e-02, eta: 6 days, 6:17:32, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5969, loss_cls: 2.9475, loss: 2.9475, grad_norm: 2.4117 2020-07-26 22:54:24,632 - mmaction - INFO - Epoch [86][780/3757] lr: 7.518e-02, eta: 6 days, 6:17:13, time: 0.810, data_time: 0.018, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6016, loss_cls: 2.9351, loss: 2.9351, grad_norm: 2.4446 2020-07-26 22:54:40,897 - mmaction - INFO - Epoch [86][800/3757] lr: 7.518e-02, eta: 6 days, 6:16:54, time: 0.813, data_time: 0.021, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 2.9944, loss: 2.9944, grad_norm: 2.4811 2020-07-26 22:54:57,008 - mmaction - INFO - Epoch [86][820/3757] lr: 7.518e-02, eta: 6 days, 6:16:35, time: 0.806, data_time: 0.019, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6078, loss_cls: 2.9224, loss: 2.9224, grad_norm: 2.4716 2020-07-26 22:55:13,128 - mmaction - INFO - Epoch [86][840/3757] lr: 7.518e-02, eta: 6 days, 6:16:16, time: 0.806, data_time: 0.021, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5938, loss_cls: 3.0288, loss: 3.0288, grad_norm: 2.4163 2020-07-26 22:55:29,215 - mmaction - INFO - Epoch [86][860/3757] lr: 7.518e-02, eta: 6 days, 6:15:57, time: 0.804, data_time: 0.016, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6070, loss_cls: 2.9332, loss: 2.9332, grad_norm: 2.4119 2020-07-26 22:55:44,955 - mmaction - INFO - Epoch [86][880/3757] lr: 7.518e-02, eta: 6 days, 6:15:37, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6180, loss_cls: 2.9587, loss: 2.9587, grad_norm: 2.4950 2020-07-26 22:56:00,789 - mmaction - INFO - Epoch [86][900/3757] lr: 7.518e-02, eta: 6 days, 6:15:17, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6250, loss_cls: 2.8636, loss: 2.8636, grad_norm: 2.4276 2020-07-26 22:56:16,644 - mmaction - INFO - Epoch [86][920/3757] lr: 7.518e-02, eta: 6 days, 6:14:57, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6141, loss_cls: 2.9246, loss: 2.9246, grad_norm: 2.3463 2020-07-26 22:56:33,174 - mmaction - INFO - Epoch [86][940/3757] lr: 7.518e-02, eta: 6 days, 6:14:39, time: 0.827, data_time: 0.045, memory: 6196, top1_acc: 0.3211, top5_acc: 0.6141, loss_cls: 3.0098, loss: 3.0098, grad_norm: 2.4653 2020-07-26 22:56:49,239 - mmaction - INFO - Epoch [86][960/3757] lr: 7.518e-02, eta: 6 days, 6:14:20, time: 0.804, data_time: 0.016, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5867, loss_cls: 3.0058, loss: 3.0058, grad_norm: 2.4727 2020-07-26 22:57:05,560 - mmaction - INFO - Epoch [86][980/3757] lr: 7.518e-02, eta: 6 days, 6:14:01, time: 0.815, data_time: 0.022, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5750, loss_cls: 3.0489, loss: 3.0489, grad_norm: 2.3861 2020-07-26 22:57:21,326 - mmaction - INFO - Epoch [86][1000/3757] lr: 7.518e-02, eta: 6 days, 6:13:41, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5961, loss_cls: 3.0184, loss: 3.0184, grad_norm: 2.4450 2020-07-26 22:57:37,126 - mmaction - INFO - Epoch [86][1020/3757] lr: 7.518e-02, eta: 6 days, 6:13:21, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6062, loss_cls: 3.0049, loss: 3.0049, grad_norm: 2.5234 2020-07-26 22:57:52,848 - mmaction - INFO - Epoch [86][1040/3757] lr: 7.518e-02, eta: 6 days, 6:13:01, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6156, loss_cls: 2.9098, loss: 2.9098, grad_norm: 2.4487 2020-07-26 22:58:08,818 - mmaction - INFO - Epoch [86][1060/3757] lr: 7.518e-02, eta: 6 days, 6:12:41, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6094, loss_cls: 2.9679, loss: 2.9679, grad_norm: 2.4257 2020-07-26 22:58:24,706 - mmaction - INFO - Epoch [86][1080/3757] lr: 7.518e-02, eta: 6 days, 6:12:22, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6172, loss_cls: 2.9265, loss: 2.9265, grad_norm: 2.4708 2020-07-26 22:58:40,539 - mmaction - INFO - Epoch [86][1100/3757] lr: 7.518e-02, eta: 6 days, 6:12:02, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5938, loss_cls: 3.0082, loss: 3.0082, grad_norm: 2.4895 2020-07-26 22:58:56,358 - mmaction - INFO - Epoch [86][1120/3757] lr: 7.518e-02, eta: 6 days, 6:11:42, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6297, loss_cls: 2.8320, loss: 2.8320, grad_norm: 2.4149 2020-07-26 22:59:12,148 - mmaction - INFO - Epoch [86][1140/3757] lr: 7.518e-02, eta: 6 days, 6:11:22, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5969, loss_cls: 3.0053, loss: 3.0053, grad_norm: 2.5299 2020-07-26 22:59:27,937 - mmaction - INFO - Epoch [86][1160/3757] lr: 7.518e-02, eta: 6 days, 6:11:02, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6109, loss_cls: 2.9359, loss: 2.9359, grad_norm: 2.4567 2020-07-26 22:59:43,711 - mmaction - INFO - Epoch [86][1180/3757] lr: 7.518e-02, eta: 6 days, 6:10:41, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5813, loss_cls: 3.0082, loss: 3.0082, grad_norm: 2.5073 2020-07-26 22:59:59,513 - mmaction - INFO - Epoch [86][1200/3757] lr: 7.518e-02, eta: 6 days, 6:10:21, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6078, loss_cls: 2.9280, loss: 2.9280, grad_norm: 2.4926 2020-07-26 23:00:21,152 - mmaction - INFO - Epoch [86][1220/3757] lr: 7.518e-02, eta: 6 days, 6:10:19, time: 1.081, data_time: 0.010, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5922, loss_cls: 3.0266, loss: 3.0266, grad_norm: 2.4993 2020-07-26 23:00:36,940 - mmaction - INFO - Epoch [86][1240/3757] lr: 7.518e-02, eta: 6 days, 6:09:59, time: 0.792, data_time: 0.006, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6031, loss_cls: 3.0053, loss: 3.0053, grad_norm: 2.4410 2020-07-26 23:00:52,671 - mmaction - INFO - Epoch [86][1260/3757] lr: 7.518e-02, eta: 6 days, 6:09:38, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.5984, loss_cls: 2.9792, loss: 2.9792, grad_norm: 2.4088 2020-07-26 23:01:08,465 - mmaction - INFO - Epoch [86][1280/3757] lr: 7.518e-02, eta: 6 days, 6:09:18, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5938, loss_cls: 3.0192, loss: 3.0192, grad_norm: 2.4288 2020-07-26 23:01:24,232 - mmaction - INFO - Epoch [86][1300/3757] lr: 7.518e-02, eta: 6 days, 6:08:58, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5680, loss_cls: 3.0793, loss: 3.0793, grad_norm: 2.4310 2020-07-26 23:01:40,212 - mmaction - INFO - Epoch [86][1320/3757] lr: 7.518e-02, eta: 6 days, 6:08:39, time: 0.799, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6195, loss_cls: 2.9009, loss: 2.9009, grad_norm: 2.4492 2020-07-26 23:01:55,897 - mmaction - INFO - Epoch [86][1340/3757] lr: 7.518e-02, eta: 6 days, 6:08:18, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3133, top5_acc: 0.5859, loss_cls: 3.0559, loss: 3.0559, grad_norm: 2.4968 2020-07-26 23:02:11,681 - mmaction - INFO - Epoch [86][1360/3757] lr: 7.518e-02, eta: 6 days, 6:07:58, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6320, loss_cls: 2.8446, loss: 2.8446, grad_norm: 2.4782 2020-07-26 23:02:27,469 - mmaction - INFO - Epoch [86][1380/3757] lr: 7.518e-02, eta: 6 days, 6:07:38, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.9294, loss: 2.9294, grad_norm: 2.5268 2020-07-26 23:02:43,251 - mmaction - INFO - Epoch [86][1400/3757] lr: 7.518e-02, eta: 6 days, 6:07:18, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6086, loss_cls: 2.9642, loss: 2.9642, grad_norm: 2.4020 2020-07-26 23:02:59,024 - mmaction - INFO - Epoch [86][1420/3757] lr: 7.518e-02, eta: 6 days, 6:06:58, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5844, loss_cls: 3.0318, loss: 3.0318, grad_norm: 2.4147 2020-07-26 23:03:14,823 - mmaction - INFO - Epoch [86][1440/3757] lr: 7.518e-02, eta: 6 days, 6:06:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6070, loss_cls: 2.9021, loss: 2.9021, grad_norm: 2.3912 2020-07-26 23:03:30,598 - mmaction - INFO - Epoch [86][1460/3757] lr: 7.518e-02, eta: 6 days, 6:06:18, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6188, loss_cls: 2.8714, loss: 2.8714, grad_norm: 2.4120 2020-07-26 23:03:46,312 - mmaction - INFO - Epoch [86][1480/3757] lr: 7.518e-02, eta: 6 days, 6:05:58, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6266, loss_cls: 2.8909, loss: 2.8909, grad_norm: 2.5312 2020-07-26 23:04:02,148 - mmaction - INFO - Epoch [86][1500/3757] lr: 7.518e-02, eta: 6 days, 6:05:38, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6023, loss_cls: 3.0038, loss: 3.0038, grad_norm: 2.4255 2020-07-26 23:04:17,954 - mmaction - INFO - Epoch [86][1520/3757] lr: 7.518e-02, eta: 6 days, 6:05:18, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5789, loss_cls: 3.0853, loss: 3.0853, grad_norm: 2.5000 2020-07-26 23:04:33,837 - mmaction - INFO - Epoch [86][1540/3757] lr: 7.518e-02, eta: 6 days, 6:04:58, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6070, loss_cls: 2.9003, loss: 2.9003, grad_norm: 2.4340 2020-07-26 23:04:49,658 - mmaction - INFO - Epoch [86][1560/3757] lr: 7.518e-02, eta: 6 days, 6:04:38, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5875, loss_cls: 2.9930, loss: 2.9930, grad_norm: 2.4831 2020-07-26 23:05:05,544 - mmaction - INFO - Epoch [86][1580/3757] lr: 7.518e-02, eta: 6 days, 6:04:18, time: 0.796, data_time: 0.006, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6156, loss_cls: 2.8853, loss: 2.8853, grad_norm: 2.4519 2020-07-26 23:05:21,282 - mmaction - INFO - Epoch [86][1600/3757] lr: 7.518e-02, eta: 6 days, 6:03:58, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5766, loss_cls: 3.0425, loss: 3.0425, grad_norm: 2.4634 2020-07-26 23:05:37,438 - mmaction - INFO - Epoch [86][1620/3757] lr: 7.518e-02, eta: 6 days, 6:03:39, time: 0.808, data_time: 0.016, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6156, loss_cls: 2.9268, loss: 2.9268, grad_norm: 2.4047 2020-07-26 23:05:53,419 - mmaction - INFO - Epoch [86][1640/3757] lr: 7.518e-02, eta: 6 days, 6:03:20, time: 0.799, data_time: 0.013, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 2.9444, loss: 2.9444, grad_norm: 2.4297 2020-07-26 23:06:09,726 - mmaction - INFO - Epoch [86][1660/3757] lr: 7.518e-02, eta: 6 days, 6:03:01, time: 0.814, data_time: 0.018, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 2.9167, loss: 2.9167, grad_norm: 2.4375 2020-07-26 23:06:25,514 - mmaction - INFO - Epoch [86][1680/3757] lr: 7.518e-02, eta: 6 days, 6:02:41, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5930, loss_cls: 3.0648, loss: 3.0648, grad_norm: 2.5117 2020-07-26 23:06:41,371 - mmaction - INFO - Epoch [86][1700/3757] lr: 7.518e-02, eta: 6 days, 6:02:21, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6062, loss_cls: 2.9655, loss: 2.9655, grad_norm: 2.3396 2020-07-26 23:06:57,779 - mmaction - INFO - Epoch [86][1720/3757] lr: 7.518e-02, eta: 6 days, 6:02:03, time: 0.820, data_time: 0.024, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6117, loss_cls: 2.9606, loss: 2.9606, grad_norm: 2.5081 2020-07-26 23:07:13,645 - mmaction - INFO - Epoch [86][1740/3757] lr: 7.518e-02, eta: 6 days, 6:01:43, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5914, loss_cls: 2.9861, loss: 2.9861, grad_norm: 2.4388 2020-07-26 23:07:29,727 - mmaction - INFO - Epoch [86][1760/3757] lr: 7.518e-02, eta: 6 days, 6:01:24, time: 0.805, data_time: 0.018, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6086, loss_cls: 2.9143, loss: 2.9143, grad_norm: 2.4400 2020-07-26 23:07:45,596 - mmaction - INFO - Epoch [86][1780/3757] lr: 7.518e-02, eta: 6 days, 6:01:04, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5914, loss_cls: 3.0147, loss: 3.0147, grad_norm: 2.4348 2020-07-26 23:08:01,426 - mmaction - INFO - Epoch [86][1800/3757] lr: 7.518e-02, eta: 6 days, 6:00:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6039, loss_cls: 3.0111, loss: 3.0111, grad_norm: 2.4221 2020-07-26 23:08:17,655 - mmaction - INFO - Epoch [86][1820/3757] lr: 7.518e-02, eta: 6 days, 6:00:26, time: 0.813, data_time: 0.026, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5938, loss_cls: 3.0811, loss: 3.0811, grad_norm: 2.5553 2020-07-26 23:08:33,785 - mmaction - INFO - Epoch [86][1840/3757] lr: 7.518e-02, eta: 6 days, 6:00:07, time: 0.806, data_time: 0.019, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6047, loss_cls: 2.9281, loss: 2.9281, grad_norm: 2.4418 2020-07-26 23:08:50,013 - mmaction - INFO - Epoch [86][1860/3757] lr: 7.518e-02, eta: 6 days, 5:59:48, time: 0.811, data_time: 0.023, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6078, loss_cls: 3.0248, loss: 3.0248, grad_norm: 2.4763 2020-07-26 23:09:06,116 - mmaction - INFO - Epoch [86][1880/3757] lr: 7.518e-02, eta: 6 days, 5:59:29, time: 0.806, data_time: 0.017, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5898, loss_cls: 3.0479, loss: 3.0479, grad_norm: 2.4624 2020-07-26 23:09:21,933 - mmaction - INFO - Epoch [86][1900/3757] lr: 7.518e-02, eta: 6 days, 5:59:09, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5883, loss_cls: 3.0115, loss: 3.0115, grad_norm: 2.4271 2020-07-26 23:09:37,679 - mmaction - INFO - Epoch [86][1920/3757] lr: 7.518e-02, eta: 6 days, 5:58:49, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6047, loss_cls: 2.9599, loss: 2.9599, grad_norm: 2.4252 2020-07-26 23:09:53,827 - mmaction - INFO - Epoch [86][1940/3757] lr: 7.518e-02, eta: 6 days, 5:58:30, time: 0.807, data_time: 0.023, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6117, loss_cls: 2.9222, loss: 2.9222, grad_norm: 2.4126 2020-07-26 23:10:10,064 - mmaction - INFO - Epoch [86][1960/3757] lr: 7.518e-02, eta: 6 days, 5:58:11, time: 0.812, data_time: 0.017, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5805, loss_cls: 3.0246, loss: 3.0246, grad_norm: 2.5067 2020-07-26 23:10:26,210 - mmaction - INFO - Epoch [86][1980/3757] lr: 7.518e-02, eta: 6 days, 5:57:52, time: 0.807, data_time: 0.023, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5875, loss_cls: 3.0835, loss: 3.0835, grad_norm: 2.4614 2020-07-26 23:10:42,351 - mmaction - INFO - Epoch [86][2000/3757] lr: 7.518e-02, eta: 6 days, 5:57:33, time: 0.807, data_time: 0.017, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 3.0557, loss: 3.0557, grad_norm: 2.5201 2020-07-26 23:10:58,170 - mmaction - INFO - Epoch [86][2020/3757] lr: 7.518e-02, eta: 6 days, 5:57:13, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5969, loss_cls: 3.0491, loss: 3.0491, grad_norm: 2.4490 2020-07-26 23:11:13,918 - mmaction - INFO - Epoch [86][2040/3757] lr: 7.518e-02, eta: 6 days, 5:56:53, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5977, loss_cls: 2.9859, loss: 2.9859, grad_norm: 2.3591 2020-07-26 23:11:29,776 - mmaction - INFO - Epoch [86][2060/3757] lr: 7.518e-02, eta: 6 days, 5:56:33, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5984, loss_cls: 3.0065, loss: 3.0065, grad_norm: 2.4886 2020-07-26 23:11:45,489 - mmaction - INFO - Epoch [86][2080/3757] lr: 7.518e-02, eta: 6 days, 5:56:13, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6133, loss_cls: 2.9492, loss: 2.9492, grad_norm: 2.4229 2020-07-26 23:12:01,255 - mmaction - INFO - Epoch [86][2100/3757] lr: 7.518e-02, eta: 6 days, 5:55:53, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5867, loss_cls: 3.0240, loss: 3.0240, grad_norm: 2.4318 2020-07-26 23:12:17,100 - mmaction - INFO - Epoch [86][2120/3757] lr: 7.518e-02, eta: 6 days, 5:55:33, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5977, loss_cls: 3.0035, loss: 3.0035, grad_norm: 2.4943 2020-07-26 23:12:32,837 - mmaction - INFO - Epoch [86][2140/3757] lr: 7.518e-02, eta: 6 days, 5:55:13, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5797, loss_cls: 3.0774, loss: 3.0774, grad_norm: 2.4437 2020-07-26 23:12:48,605 - mmaction - INFO - Epoch [86][2160/3757] lr: 7.518e-02, eta: 6 days, 5:54:53, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6312, loss_cls: 2.9011, loss: 2.9011, grad_norm: 2.4324 2020-07-26 23:13:04,415 - mmaction - INFO - Epoch [86][2180/3757] lr: 7.518e-02, eta: 6 days, 5:54:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3109, top5_acc: 0.5867, loss_cls: 3.1054, loss: 3.1054, grad_norm: 2.4665 2020-07-26 23:13:20,241 - mmaction - INFO - Epoch [86][2200/3757] lr: 7.518e-02, eta: 6 days, 5:54:13, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5938, loss_cls: 2.9752, loss: 2.9752, grad_norm: 2.4646 2020-07-26 23:13:36,010 - mmaction - INFO - Epoch [86][2220/3757] lr: 7.518e-02, eta: 6 days, 5:53:53, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.5938, loss_cls: 2.9634, loss: 2.9634, grad_norm: 2.4172 2020-07-26 23:13:51,770 - mmaction - INFO - Epoch [86][2240/3757] lr: 7.518e-02, eta: 6 days, 5:53:33, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6070, loss_cls: 2.9759, loss: 2.9759, grad_norm: 2.4215 2020-07-26 23:14:07,564 - mmaction - INFO - Epoch [86][2260/3757] lr: 7.518e-02, eta: 6 days, 5:53:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5672, loss_cls: 3.1109, loss: 3.1109, grad_norm: 2.4088 2020-07-26 23:14:23,298 - mmaction - INFO - Epoch [86][2280/3757] lr: 7.518e-02, eta: 6 days, 5:52:53, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5680, loss_cls: 3.0084, loss: 3.0084, grad_norm: 2.3822 2020-07-26 23:14:39,137 - mmaction - INFO - Epoch [86][2300/3757] lr: 7.518e-02, eta: 6 days, 5:52:33, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5953, loss_cls: 3.0207, loss: 3.0207, grad_norm: 2.4581 2020-07-26 23:14:54,773 - mmaction - INFO - Epoch [86][2320/3757] lr: 7.518e-02, eta: 6 days, 5:52:12, time: 0.782, data_time: 0.001, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 2.9967, loss: 2.9967, grad_norm: 2.4130 2020-07-26 23:15:10,612 - mmaction - INFO - Epoch [86][2340/3757] lr: 7.518e-02, eta: 6 days, 5:51:52, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5781, loss_cls: 3.0525, loss: 3.0525, grad_norm: 2.4231 2020-07-26 23:15:26,460 - mmaction - INFO - Epoch [86][2360/3757] lr: 7.518e-02, eta: 6 days, 5:51:33, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5977, loss_cls: 2.9888, loss: 2.9888, grad_norm: 2.3988 2020-07-26 23:15:42,123 - mmaction - INFO - Epoch [86][2380/3757] lr: 7.518e-02, eta: 6 days, 5:51:12, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5773, loss_cls: 3.1004, loss: 3.1004, grad_norm: 2.4432 2020-07-26 23:15:57,888 - mmaction - INFO - Epoch [86][2400/3757] lr: 7.518e-02, eta: 6 days, 5:50:52, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5945, loss_cls: 3.0102, loss: 3.0102, grad_norm: 2.4332 2020-07-26 23:16:13,707 - mmaction - INFO - Epoch [86][2420/3757] lr: 7.518e-02, eta: 6 days, 5:50:32, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5891, loss_cls: 3.0016, loss: 3.0016, grad_norm: 2.4858 2020-07-26 23:16:29,506 - mmaction - INFO - Epoch [86][2440/3757] lr: 7.518e-02, eta: 6 days, 5:50:12, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 2.9476, loss: 2.9476, grad_norm: 2.4495 2020-07-26 23:16:45,284 - mmaction - INFO - Epoch [86][2460/3757] lr: 7.518e-02, eta: 6 days, 5:49:52, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5945, loss_cls: 2.9701, loss: 2.9701, grad_norm: 2.4147 2020-07-26 23:17:01,086 - mmaction - INFO - Epoch [86][2480/3757] lr: 7.518e-02, eta: 6 days, 5:49:32, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5945, loss_cls: 3.0013, loss: 3.0013, grad_norm: 2.3949 2020-07-26 23:17:16,864 - mmaction - INFO - Epoch [86][2500/3757] lr: 7.518e-02, eta: 6 days, 5:49:12, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5820, loss_cls: 3.0469, loss: 3.0469, grad_norm: 2.4088 2020-07-26 23:17:32,745 - mmaction - INFO - Epoch [86][2520/3757] lr: 7.518e-02, eta: 6 days, 5:48:52, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6023, loss_cls: 2.9306, loss: 2.9306, grad_norm: 2.3550 2020-07-26 23:17:48,676 - mmaction - INFO - Epoch [86][2540/3757] lr: 7.518e-02, eta: 6 days, 5:48:33, time: 0.797, data_time: 0.011, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6273, loss_cls: 2.8964, loss: 2.8964, grad_norm: 2.4805 2020-07-26 23:18:04,524 - mmaction - INFO - Epoch [86][2560/3757] lr: 7.518e-02, eta: 6 days, 5:48:13, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5875, loss_cls: 3.0015, loss: 3.0015, grad_norm: 2.3866 2020-07-26 23:18:20,240 - mmaction - INFO - Epoch [86][2580/3757] lr: 7.518e-02, eta: 6 days, 5:47:53, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6172, loss_cls: 2.8772, loss: 2.8772, grad_norm: 2.4143 2020-07-26 23:18:36,039 - mmaction - INFO - Epoch [86][2600/3757] lr: 7.518e-02, eta: 6 days, 5:47:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5828, loss_cls: 3.0517, loss: 3.0517, grad_norm: 2.4989 2020-07-26 23:18:52,916 - mmaction - INFO - Epoch [86][2620/3757] lr: 7.518e-02, eta: 6 days, 5:47:16, time: 0.845, data_time: 0.055, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6070, loss_cls: 3.0177, loss: 3.0177, grad_norm: 2.4447 2020-07-26 23:19:08,656 - mmaction - INFO - Epoch [86][2640/3757] lr: 7.518e-02, eta: 6 days, 5:46:56, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5984, loss_cls: 2.9383, loss: 2.9383, grad_norm: 2.4590 2020-07-26 23:19:25,402 - mmaction - INFO - Epoch [86][2660/3757] lr: 7.518e-02, eta: 6 days, 5:46:39, time: 0.838, data_time: 0.004, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6180, loss_cls: 2.8343, loss: 2.8343, grad_norm: 2.4061 2020-07-26 23:19:41,293 - mmaction - INFO - Epoch [86][2680/3757] lr: 7.518e-02, eta: 6 days, 5:46:19, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6023, loss_cls: 3.0332, loss: 3.0332, grad_norm: 2.4653 2020-07-26 23:19:57,109 - mmaction - INFO - Epoch [86][2700/3757] lr: 7.518e-02, eta: 6 days, 5:45:59, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6039, loss_cls: 2.9573, loss: 2.9573, grad_norm: 2.3952 2020-07-26 23:20:12,985 - mmaction - INFO - Epoch [86][2720/3757] lr: 7.518e-02, eta: 6 days, 5:45:39, time: 0.794, data_time: 0.008, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5898, loss_cls: 3.0399, loss: 3.0399, grad_norm: 2.4695 2020-07-26 23:20:30,263 - mmaction - INFO - Epoch [86][2740/3757] lr: 7.518e-02, eta: 6 days, 5:45:24, time: 0.863, data_time: 0.021, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5922, loss_cls: 3.0749, loss: 3.0749, grad_norm: 2.4940 2020-07-26 23:20:46,030 - mmaction - INFO - Epoch [86][2760/3757] lr: 7.518e-02, eta: 6 days, 5:45:04, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5891, loss_cls: 2.9694, loss: 2.9694, grad_norm: 2.4754 2020-07-26 23:21:01,906 - mmaction - INFO - Epoch [86][2780/3757] lr: 7.518e-02, eta: 6 days, 5:44:44, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6102, loss_cls: 2.9163, loss: 2.9163, grad_norm: 2.4537 2020-07-26 23:21:17,683 - mmaction - INFO - Epoch [86][2800/3757] lr: 7.518e-02, eta: 6 days, 5:44:24, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6164, loss_cls: 2.8749, loss: 2.8749, grad_norm: 2.4136 2020-07-26 23:21:33,448 - mmaction - INFO - Epoch [86][2820/3757] lr: 7.518e-02, eta: 6 days, 5:44:04, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5953, loss_cls: 3.0101, loss: 3.0101, grad_norm: 2.4822 2020-07-26 23:21:49,198 - mmaction - INFO - Epoch [86][2840/3757] lr: 7.518e-02, eta: 6 days, 5:43:44, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6023, loss_cls: 3.0188, loss: 3.0188, grad_norm: 2.4950 2020-07-26 23:22:04,988 - mmaction - INFO - Epoch [86][2860/3757] lr: 7.518e-02, eta: 6 days, 5:43:24, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5914, loss_cls: 3.0534, loss: 3.0534, grad_norm: 2.3971 2020-07-26 23:22:20,883 - mmaction - INFO - Epoch [86][2880/3757] lr: 7.518e-02, eta: 6 days, 5:43:04, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5992, loss_cls: 2.9543, loss: 2.9543, grad_norm: 2.4410 2020-07-26 23:22:36,681 - mmaction - INFO - Epoch [86][2900/3757] lr: 7.518e-02, eta: 6 days, 5:42:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5961, loss_cls: 3.0096, loss: 3.0096, grad_norm: 2.4079 2020-07-26 23:22:52,346 - mmaction - INFO - Epoch [86][2920/3757] lr: 7.518e-02, eta: 6 days, 5:42:24, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5891, loss_cls: 3.0341, loss: 3.0341, grad_norm: 2.3703 2020-07-26 23:23:08,108 - mmaction - INFO - Epoch [86][2940/3757] lr: 7.518e-02, eta: 6 days, 5:42:04, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5828, loss_cls: 3.0136, loss: 3.0136, grad_norm: 2.4154 2020-07-26 23:23:23,939 - mmaction - INFO - Epoch [86][2960/3757] lr: 7.518e-02, eta: 6 days, 5:41:44, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6102, loss_cls: 2.8712, loss: 2.8712, grad_norm: 2.3995 2020-07-26 23:23:39,758 - mmaction - INFO - Epoch [86][2980/3757] lr: 7.518e-02, eta: 6 days, 5:41:24, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6086, loss_cls: 2.9038, loss: 2.9038, grad_norm: 2.3770 2020-07-26 23:23:55,516 - mmaction - INFO - Epoch [86][3000/3757] lr: 7.518e-02, eta: 6 days, 5:41:04, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5891, loss_cls: 3.0129, loss: 3.0129, grad_norm: 2.4358 2020-07-26 23:24:11,671 - mmaction - INFO - Epoch [86][3020/3757] lr: 7.518e-02, eta: 6 days, 5:40:45, time: 0.807, data_time: 0.016, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6062, loss_cls: 2.9448, loss: 2.9448, grad_norm: 2.4115 2020-07-26 23:24:27,563 - mmaction - INFO - Epoch [86][3040/3757] lr: 7.518e-02, eta: 6 days, 5:40:25, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6070, loss_cls: 2.9518, loss: 2.9518, grad_norm: 2.4645 2020-07-26 23:24:43,400 - mmaction - INFO - Epoch [86][3060/3757] lr: 7.518e-02, eta: 6 days, 5:40:05, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6344, loss_cls: 2.8437, loss: 2.8437, grad_norm: 2.4625 2020-07-26 23:24:59,214 - mmaction - INFO - Epoch [86][3080/3757] lr: 7.518e-02, eta: 6 days, 5:39:45, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6062, loss_cls: 2.9509, loss: 2.9509, grad_norm: 2.5253 2020-07-26 23:25:15,033 - mmaction - INFO - Epoch [86][3100/3757] lr: 7.518e-02, eta: 6 days, 5:39:25, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5898, loss_cls: 3.0512, loss: 3.0512, grad_norm: 2.5299 2020-07-26 23:25:30,826 - mmaction - INFO - Epoch [86][3120/3757] lr: 7.518e-02, eta: 6 days, 5:39:05, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5805, loss_cls: 3.1140, loss: 3.1140, grad_norm: 2.4602 2020-07-26 23:25:46,643 - mmaction - INFO - Epoch [86][3140/3757] lr: 7.518e-02, eta: 6 days, 5:38:46, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6117, loss_cls: 2.8914, loss: 2.8914, grad_norm: 2.3720 2020-07-26 23:26:02,447 - mmaction - INFO - Epoch [86][3160/3757] lr: 7.518e-02, eta: 6 days, 5:38:26, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5977, loss_cls: 2.9724, loss: 2.9724, grad_norm: 2.3858 2020-07-26 23:26:18,322 - mmaction - INFO - Epoch [86][3180/3757] lr: 7.518e-02, eta: 6 days, 5:38:06, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5906, loss_cls: 2.9866, loss: 2.9866, grad_norm: 2.5596 2020-07-26 23:26:34,141 - mmaction - INFO - Epoch [86][3200/3757] lr: 7.518e-02, eta: 6 days, 5:37:46, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 2.9779, loss: 2.9779, grad_norm: 2.5039 2020-07-26 23:26:49,981 - mmaction - INFO - Epoch [86][3220/3757] lr: 7.518e-02, eta: 6 days, 5:37:26, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5906, loss_cls: 3.0452, loss: 3.0452, grad_norm: 2.4710 2020-07-26 23:27:05,829 - mmaction - INFO - Epoch [86][3240/3757] lr: 7.518e-02, eta: 6 days, 5:37:06, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5992, loss_cls: 2.9884, loss: 2.9884, grad_norm: 2.3557 2020-07-26 23:27:21,623 - mmaction - INFO - Epoch [86][3260/3757] lr: 7.518e-02, eta: 6 days, 5:36:46, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5945, loss_cls: 2.9988, loss: 2.9988, grad_norm: 2.3689 2020-07-26 23:27:37,608 - mmaction - INFO - Epoch [86][3280/3757] lr: 7.518e-02, eta: 6 days, 5:36:27, time: 0.799, data_time: 0.007, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5836, loss_cls: 3.0388, loss: 3.0388, grad_norm: 2.4367 2020-07-26 23:27:53,428 - mmaction - INFO - Epoch [86][3300/3757] lr: 7.518e-02, eta: 6 days, 5:36:07, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5891, loss_cls: 3.0448, loss: 3.0448, grad_norm: 2.5507 2020-07-26 23:28:09,223 - mmaction - INFO - Epoch [86][3320/3757] lr: 7.518e-02, eta: 6 days, 5:35:47, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6117, loss_cls: 2.9257, loss: 2.9257, grad_norm: 2.4620 2020-07-26 23:28:25,105 - mmaction - INFO - Epoch [86][3340/3757] lr: 7.518e-02, eta: 6 days, 5:35:27, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5953, loss_cls: 2.9886, loss: 2.9886, grad_norm: 2.4919 2020-07-26 23:28:40,878 - mmaction - INFO - Epoch [86][3360/3757] lr: 7.518e-02, eta: 6 days, 5:35:07, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5977, loss_cls: 2.9385, loss: 2.9385, grad_norm: 2.4313 2020-07-26 23:28:56,674 - mmaction - INFO - Epoch [86][3380/3757] lr: 7.518e-02, eta: 6 days, 5:34:47, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5844, loss_cls: 3.0651, loss: 3.0651, grad_norm: 2.4885 2020-07-26 23:29:12,585 - mmaction - INFO - Epoch [86][3400/3757] lr: 7.518e-02, eta: 6 days, 5:34:28, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5914, loss_cls: 2.9929, loss: 2.9929, grad_norm: 2.4574 2020-07-26 23:29:28,404 - mmaction - INFO - Epoch [86][3420/3757] lr: 7.518e-02, eta: 6 days, 5:34:08, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6148, loss_cls: 3.0093, loss: 3.0093, grad_norm: 2.4597 2020-07-26 23:29:44,223 - mmaction - INFO - Epoch [86][3440/3757] lr: 7.518e-02, eta: 6 days, 5:33:48, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5914, loss_cls: 3.0147, loss: 3.0147, grad_norm: 2.4011 2020-07-26 23:30:00,061 - mmaction - INFO - Epoch [86][3460/3757] lr: 7.518e-02, eta: 6 days, 5:33:28, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6016, loss_cls: 3.0215, loss: 3.0215, grad_norm: 2.4240 2020-07-26 23:30:15,821 - mmaction - INFO - Epoch [86][3480/3757] lr: 7.518e-02, eta: 6 days, 5:33:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6164, loss_cls: 2.9132, loss: 2.9132, grad_norm: 2.4015 2020-07-26 23:30:31,546 - mmaction - INFO - Epoch [86][3500/3757] lr: 7.518e-02, eta: 6 days, 5:32:48, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 3.0251, loss: 3.0251, grad_norm: 2.4715 2020-07-26 23:30:47,350 - mmaction - INFO - Epoch [86][3520/3757] lr: 7.518e-02, eta: 6 days, 5:32:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6000, loss_cls: 2.9339, loss: 2.9339, grad_norm: 2.3548 2020-07-26 23:31:03,094 - mmaction - INFO - Epoch [86][3540/3757] lr: 7.518e-02, eta: 6 days, 5:32:08, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5898, loss_cls: 2.9859, loss: 2.9859, grad_norm: 2.5049 2020-07-26 23:31:18,817 - mmaction - INFO - Epoch [86][3560/3757] lr: 7.518e-02, eta: 6 days, 5:31:48, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6117, loss_cls: 2.8960, loss: 2.8960, grad_norm: 2.4679 2020-07-26 23:31:34,688 - mmaction - INFO - Epoch [86][3580/3757] lr: 7.518e-02, eta: 6 days, 5:31:28, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5930, loss_cls: 3.0238, loss: 3.0238, grad_norm: 2.4982 2020-07-26 23:31:50,441 - mmaction - INFO - Epoch [86][3600/3757] lr: 7.518e-02, eta: 6 days, 5:31:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5891, loss_cls: 2.9892, loss: 2.9892, grad_norm: 2.4025 2020-07-26 23:32:06,192 - mmaction - INFO - Epoch [86][3620/3757] lr: 7.518e-02, eta: 6 days, 5:30:48, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6023, loss_cls: 2.9399, loss: 2.9399, grad_norm: 2.5141 2020-07-26 23:32:21,972 - mmaction - INFO - Epoch [86][3640/3757] lr: 7.518e-02, eta: 6 days, 5:30:28, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5930, loss_cls: 3.0010, loss: 3.0010, grad_norm: 2.4190 2020-07-26 23:32:37,789 - mmaction - INFO - Epoch [86][3660/3757] lr: 7.518e-02, eta: 6 days, 5:30:08, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6078, loss_cls: 2.9565, loss: 2.9565, grad_norm: 2.4512 2020-07-26 23:32:53,585 - mmaction - INFO - Epoch [86][3680/3757] lr: 7.518e-02, eta: 6 days, 5:29:48, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5922, loss_cls: 3.0062, loss: 3.0062, grad_norm: 2.4804 2020-07-26 23:33:09,370 - mmaction - INFO - Epoch [86][3700/3757] lr: 7.518e-02, eta: 6 days, 5:29:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5781, loss_cls: 3.0646, loss: 3.0646, grad_norm: 2.4278 2020-07-26 23:33:25,162 - mmaction - INFO - Epoch [86][3720/3757] lr: 7.518e-02, eta: 6 days, 5:29:08, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5969, loss_cls: 2.9815, loss: 2.9815, grad_norm: 2.3874 2020-07-26 23:33:40,943 - mmaction - INFO - Epoch [86][3740/3757] lr: 7.518e-02, eta: 6 days, 5:28:48, time: 0.789, data_time: 0.006, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6148, loss_cls: 2.9436, loss: 2.9436, grad_norm: 2.3772 2020-07-26 23:37:25,868 - mmaction - INFO - Epoch [87][20/3757] lr: 7.464e-02, eta: 6 days, 5:36:44, time: 10.208, data_time: 9.292, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6172, loss_cls: 2.8752, loss: 2.8752, grad_norm: 2.4825 2020-07-26 23:37:41,651 - mmaction - INFO - Epoch [87][40/3757] lr: 7.464e-02, eta: 6 days, 5:36:24, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5945, loss_cls: 2.9685, loss: 2.9685, grad_norm: 2.4610 2020-07-26 23:37:57,495 - mmaction - INFO - Epoch [87][60/3757] lr: 7.464e-02, eta: 6 days, 5:36:04, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5805, loss_cls: 3.0514, loss: 3.0514, grad_norm: 2.4373 2020-07-26 23:38:13,590 - mmaction - INFO - Epoch [87][80/3757] lr: 7.464e-02, eta: 6 days, 5:35:45, time: 0.804, data_time: 0.017, memory: 6196, top1_acc: 0.3625, top5_acc: 0.5984, loss_cls: 2.9389, loss: 2.9389, grad_norm: 2.4319 2020-07-26 23:38:29,509 - mmaction - INFO - Epoch [87][100/3757] lr: 7.464e-02, eta: 6 days, 5:35:25, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5961, loss_cls: 2.9186, loss: 2.9186, grad_norm: 2.4664 2020-07-26 23:38:45,319 - mmaction - INFO - Epoch [87][120/3757] lr: 7.464e-02, eta: 6 days, 5:35:05, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6273, loss_cls: 2.8353, loss: 2.8353, grad_norm: 2.4257 2020-07-26 23:39:01,135 - mmaction - INFO - Epoch [87][140/3757] lr: 7.464e-02, eta: 6 days, 5:34:45, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6117, loss_cls: 2.9573, loss: 2.9573, grad_norm: 2.4899 2020-07-26 23:39:16,933 - mmaction - INFO - Epoch [87][160/3757] lr: 7.464e-02, eta: 6 days, 5:34:25, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6234, loss_cls: 2.8700, loss: 2.8700, grad_norm: 2.3819 2020-07-26 23:39:32,759 - mmaction - INFO - Epoch [87][180/3757] lr: 7.464e-02, eta: 6 days, 5:34:05, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6039, loss_cls: 2.9420, loss: 2.9420, grad_norm: 2.4430 2020-07-26 23:39:48,487 - mmaction - INFO - Epoch [87][200/3757] lr: 7.464e-02, eta: 6 days, 5:33:45, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5828, loss_cls: 3.0184, loss: 3.0184, grad_norm: 2.3997 2020-07-26 23:40:04,452 - mmaction - INFO - Epoch [87][220/3757] lr: 7.464e-02, eta: 6 days, 5:33:26, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 2.8965, loss: 2.8965, grad_norm: 2.4675 2020-07-26 23:40:20,147 - mmaction - INFO - Epoch [87][240/3757] lr: 7.464e-02, eta: 6 days, 5:33:05, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6430, loss_cls: 2.8308, loss: 2.8308, grad_norm: 2.4235 2020-07-26 23:40:36,037 - mmaction - INFO - Epoch [87][260/3757] lr: 7.464e-02, eta: 6 days, 5:32:46, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6055, loss_cls: 2.9886, loss: 2.9886, grad_norm: 2.4488 2020-07-26 23:40:52,045 - mmaction - INFO - Epoch [87][280/3757] lr: 7.464e-02, eta: 6 days, 5:32:26, time: 0.800, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5813, loss_cls: 3.0674, loss: 3.0674, grad_norm: 2.4186 2020-07-26 23:41:07,847 - mmaction - INFO - Epoch [87][300/3757] lr: 7.464e-02, eta: 6 days, 5:32:06, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6141, loss_cls: 2.8894, loss: 2.8894, grad_norm: 2.4437 2020-07-26 23:41:23,653 - mmaction - INFO - Epoch [87][320/3757] lr: 7.464e-02, eta: 6 days, 5:31:46, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5813, loss_cls: 3.0038, loss: 3.0038, grad_norm: 2.4213 2020-07-26 23:41:39,559 - mmaction - INFO - Epoch [87][340/3757] lr: 7.464e-02, eta: 6 days, 5:31:27, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 2.9521, loss: 2.9521, grad_norm: 2.4307 2020-07-26 23:41:55,404 - mmaction - INFO - Epoch [87][360/3757] lr: 7.464e-02, eta: 6 days, 5:31:07, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5977, loss_cls: 2.9941, loss: 2.9941, grad_norm: 2.4257 2020-07-26 23:42:11,215 - mmaction - INFO - Epoch [87][380/3757] lr: 7.464e-02, eta: 6 days, 5:30:47, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6234, loss_cls: 2.8582, loss: 2.8582, grad_norm: 2.4287 2020-07-26 23:42:27,011 - mmaction - INFO - Epoch [87][400/3757] lr: 7.464e-02, eta: 6 days, 5:30:27, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.8331, loss: 2.8331, grad_norm: 2.3907 2020-07-26 23:42:42,735 - mmaction - INFO - Epoch [87][420/3757] lr: 7.464e-02, eta: 6 days, 5:30:07, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6297, loss_cls: 2.8911, loss: 2.8911, grad_norm: 2.4921 2020-07-26 23:42:58,552 - mmaction - INFO - Epoch [87][440/3757] lr: 7.464e-02, eta: 6 days, 5:29:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6344, loss_cls: 2.8576, loss: 2.8576, grad_norm: 2.4301 2020-07-26 23:43:14,333 - mmaction - INFO - Epoch [87][460/3757] lr: 7.464e-02, eta: 6 days, 5:29:27, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6125, loss_cls: 2.9488, loss: 2.9488, grad_norm: 2.4396 2020-07-26 23:43:30,129 - mmaction - INFO - Epoch [87][480/3757] lr: 7.464e-02, eta: 6 days, 5:29:07, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5922, loss_cls: 2.9904, loss: 2.9904, grad_norm: 2.5838 2020-07-26 23:43:45,967 - mmaction - INFO - Epoch [87][500/3757] lr: 7.464e-02, eta: 6 days, 5:28:47, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5977, loss_cls: 2.9854, loss: 2.9854, grad_norm: 2.5449 2020-07-26 23:44:01,701 - mmaction - INFO - Epoch [87][520/3757] lr: 7.464e-02, eta: 6 days, 5:28:27, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6125, loss_cls: 2.9655, loss: 2.9655, grad_norm: 2.4656 2020-07-26 23:44:17,470 - mmaction - INFO - Epoch [87][540/3757] lr: 7.464e-02, eta: 6 days, 5:28:07, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6000, loss_cls: 2.9464, loss: 2.9464, grad_norm: 2.4342 2020-07-26 23:44:33,296 - mmaction - INFO - Epoch [87][560/3757] lr: 7.464e-02, eta: 6 days, 5:27:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6125, loss_cls: 2.8651, loss: 2.8651, grad_norm: 2.4064 2020-07-26 23:44:49,126 - mmaction - INFO - Epoch [87][580/3757] lr: 7.464e-02, eta: 6 days, 5:27:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.5992, loss_cls: 2.9469, loss: 2.9469, grad_norm: 2.4127 2020-07-26 23:45:04,877 - mmaction - INFO - Epoch [87][600/3757] lr: 7.464e-02, eta: 6 days, 5:27:07, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6016, loss_cls: 2.9100, loss: 2.9100, grad_norm: 2.4677 2020-07-26 23:45:20,647 - mmaction - INFO - Epoch [87][620/3757] lr: 7.464e-02, eta: 6 days, 5:26:47, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6172, loss_cls: 2.9372, loss: 2.9372, grad_norm: 2.5052 2020-07-26 23:45:36,493 - mmaction - INFO - Epoch [87][640/3757] lr: 7.464e-02, eta: 6 days, 5:26:27, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6172, loss_cls: 2.8847, loss: 2.8847, grad_norm: 2.4877 2020-07-26 23:45:52,259 - mmaction - INFO - Epoch [87][660/3757] lr: 7.464e-02, eta: 6 days, 5:26:07, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6297, loss_cls: 2.8992, loss: 2.8992, grad_norm: 2.4257 2020-07-26 23:46:08,104 - mmaction - INFO - Epoch [87][680/3757] lr: 7.464e-02, eta: 6 days, 5:25:47, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6258, loss_cls: 2.7643, loss: 2.7643, grad_norm: 2.4617 2020-07-26 23:46:23,883 - mmaction - INFO - Epoch [87][700/3757] lr: 7.464e-02, eta: 6 days, 5:25:27, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5961, loss_cls: 2.9834, loss: 2.9834, grad_norm: 2.5027 2020-07-26 23:46:39,660 - mmaction - INFO - Epoch [87][720/3757] lr: 7.464e-02, eta: 6 days, 5:25:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5938, loss_cls: 2.9887, loss: 2.9887, grad_norm: 2.4131 2020-07-26 23:46:55,498 - mmaction - INFO - Epoch [87][740/3757] lr: 7.464e-02, eta: 6 days, 5:24:47, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6047, loss_cls: 2.9699, loss: 2.9699, grad_norm: 2.4412 2020-07-26 23:47:11,211 - mmaction - INFO - Epoch [87][760/3757] lr: 7.464e-02, eta: 6 days, 5:24:27, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6031, loss_cls: 2.9360, loss: 2.9360, grad_norm: 2.4818 2020-07-26 23:47:27,032 - mmaction - INFO - Epoch [87][780/3757] lr: 7.464e-02, eta: 6 days, 5:24:07, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5820, loss_cls: 2.9986, loss: 2.9986, grad_norm: 2.4808 2020-07-26 23:47:42,870 - mmaction - INFO - Epoch [87][800/3757] lr: 7.464e-02, eta: 6 days, 5:23:47, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5945, loss_cls: 2.9718, loss: 2.9718, grad_norm: 2.4178 2020-07-26 23:47:58,656 - mmaction - INFO - Epoch [87][820/3757] lr: 7.464e-02, eta: 6 days, 5:23:27, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6047, loss_cls: 2.9471, loss: 2.9471, grad_norm: 2.5344 2020-07-26 23:48:14,467 - mmaction - INFO - Epoch [87][840/3757] lr: 7.464e-02, eta: 6 days, 5:23:07, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5836, loss_cls: 3.0325, loss: 3.0325, grad_norm: 2.4562 2020-07-26 23:48:30,259 - mmaction - INFO - Epoch [87][860/3757] lr: 7.464e-02, eta: 6 days, 5:22:47, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6172, loss_cls: 2.9368, loss: 2.9368, grad_norm: 2.4793 2020-07-26 23:48:46,030 - mmaction - INFO - Epoch [87][880/3757] lr: 7.464e-02, eta: 6 days, 5:22:27, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6148, loss_cls: 2.9669, loss: 2.9669, grad_norm: 2.5118 2020-07-26 23:49:02,190 - mmaction - INFO - Epoch [87][900/3757] lr: 7.464e-02, eta: 6 days, 5:22:08, time: 0.809, data_time: 0.018, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5953, loss_cls: 3.0035, loss: 3.0035, grad_norm: 2.4154 2020-07-26 23:49:17,931 - mmaction - INFO - Epoch [87][920/3757] lr: 7.464e-02, eta: 6 days, 5:21:48, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5789, loss_cls: 3.0679, loss: 3.0679, grad_norm: 2.4343 2020-07-26 23:49:33,733 - mmaction - INFO - Epoch [87][940/3757] lr: 7.464e-02, eta: 6 days, 5:21:28, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5742, loss_cls: 3.1103, loss: 3.1103, grad_norm: 2.4848 2020-07-26 23:49:49,513 - mmaction - INFO - Epoch [87][960/3757] lr: 7.464e-02, eta: 6 days, 5:21:08, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6219, loss_cls: 2.8749, loss: 2.8749, grad_norm: 2.3973 2020-07-26 23:50:05,358 - mmaction - INFO - Epoch [87][980/3757] lr: 7.464e-02, eta: 6 days, 5:20:48, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5867, loss_cls: 3.0342, loss: 3.0342, grad_norm: 2.3840 2020-07-26 23:50:21,132 - mmaction - INFO - Epoch [87][1000/3757] lr: 7.464e-02, eta: 6 days, 5:20:28, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6070, loss_cls: 2.9163, loss: 2.9163, grad_norm: 2.4332 2020-07-26 23:50:36,968 - mmaction - INFO - Epoch [87][1020/3757] lr: 7.464e-02, eta: 6 days, 5:20:09, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6094, loss_cls: 2.9192, loss: 2.9192, grad_norm: 2.4592 2020-07-26 23:50:52,753 - mmaction - INFO - Epoch [87][1040/3757] lr: 7.464e-02, eta: 6 days, 5:19:49, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6078, loss_cls: 2.9183, loss: 2.9183, grad_norm: 2.4911 2020-07-26 23:51:08,634 - mmaction - INFO - Epoch [87][1060/3757] lr: 7.464e-02, eta: 6 days, 5:19:29, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6195, loss_cls: 2.9078, loss: 2.9078, grad_norm: 2.4873 2020-07-26 23:51:24,464 - mmaction - INFO - Epoch [87][1080/3757] lr: 7.464e-02, eta: 6 days, 5:19:09, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 2.9490, loss: 2.9490, grad_norm: 2.4051 2020-07-26 23:51:40,246 - mmaction - INFO - Epoch [87][1100/3757] lr: 7.464e-02, eta: 6 days, 5:18:49, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.5891, loss_cls: 2.9516, loss: 2.9516, grad_norm: 2.5701 2020-07-26 23:51:56,162 - mmaction - INFO - Epoch [87][1120/3757] lr: 7.464e-02, eta: 6 days, 5:18:29, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5906, loss_cls: 3.0692, loss: 3.0692, grad_norm: 2.5125 2020-07-26 23:52:11,960 - mmaction - INFO - Epoch [87][1140/3757] lr: 7.464e-02, eta: 6 days, 5:18:09, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6039, loss_cls: 2.9825, loss: 2.9825, grad_norm: 2.4586 2020-07-26 23:52:27,824 - mmaction - INFO - Epoch [87][1160/3757] lr: 7.464e-02, eta: 6 days, 5:17:50, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.5984, loss_cls: 2.9159, loss: 2.9159, grad_norm: 2.4566 2020-07-26 23:52:43,612 - mmaction - INFO - Epoch [87][1180/3757] lr: 7.464e-02, eta: 6 days, 5:17:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.5906, loss_cls: 2.9896, loss: 2.9896, grad_norm: 2.5027 2020-07-26 23:52:59,381 - mmaction - INFO - Epoch [87][1200/3757] lr: 7.464e-02, eta: 6 days, 5:17:10, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5852, loss_cls: 3.0780, loss: 3.0780, grad_norm: 2.4971 2020-07-26 23:53:15,197 - mmaction - INFO - Epoch [87][1220/3757] lr: 7.464e-02, eta: 6 days, 5:16:50, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6000, loss_cls: 2.9556, loss: 2.9556, grad_norm: 2.4801 2020-07-26 23:53:31,066 - mmaction - INFO - Epoch [87][1240/3757] lr: 7.464e-02, eta: 6 days, 5:16:30, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6141, loss_cls: 2.9298, loss: 2.9298, grad_norm: 2.4728 2020-07-26 23:53:46,950 - mmaction - INFO - Epoch [87][1260/3757] lr: 7.464e-02, eta: 6 days, 5:16:10, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6016, loss_cls: 2.9578, loss: 2.9578, grad_norm: 2.4456 2020-07-26 23:54:02,866 - mmaction - INFO - Epoch [87][1280/3757] lr: 7.464e-02, eta: 6 days, 5:15:51, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5859, loss_cls: 3.0637, loss: 3.0637, grad_norm: 2.5086 2020-07-26 23:54:23,616 - mmaction - INFO - Epoch [87][1300/3757] lr: 7.464e-02, eta: 6 days, 5:15:45, time: 1.038, data_time: 0.244, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6102, loss_cls: 2.9602, loss: 2.9602, grad_norm: 2.4388 2020-07-26 23:54:39,731 - mmaction - INFO - Epoch [87][1320/3757] lr: 7.464e-02, eta: 6 days, 5:15:26, time: 0.806, data_time: 0.020, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5852, loss_cls: 3.0533, loss: 3.0533, grad_norm: 2.4704 2020-07-26 23:54:55,793 - mmaction - INFO - Epoch [87][1340/3757] lr: 7.464e-02, eta: 6 days, 5:15:07, time: 0.803, data_time: 0.020, memory: 6196, top1_acc: 0.3563, top5_acc: 0.5898, loss_cls: 2.9905, loss: 2.9905, grad_norm: 2.4767 2020-07-26 23:55:11,954 - mmaction - INFO - Epoch [87][1360/3757] lr: 7.464e-02, eta: 6 days, 5:14:48, time: 0.808, data_time: 0.021, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 2.9959, loss: 2.9959, grad_norm: 2.5214 2020-07-26 23:55:27,699 - mmaction - INFO - Epoch [87][1380/3757] lr: 7.464e-02, eta: 6 days, 5:14:28, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5977, loss_cls: 2.9550, loss: 2.9550, grad_norm: 2.5216 2020-07-26 23:55:43,517 - mmaction - INFO - Epoch [87][1400/3757] lr: 7.464e-02, eta: 6 days, 5:14:08, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6023, loss_cls: 2.9925, loss: 2.9925, grad_norm: 2.4398 2020-07-26 23:55:59,692 - mmaction - INFO - Epoch [87][1420/3757] lr: 7.464e-02, eta: 6 days, 5:13:49, time: 0.808, data_time: 0.023, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5891, loss_cls: 3.0252, loss: 3.0252, grad_norm: 2.4586 2020-07-26 23:56:15,720 - mmaction - INFO - Epoch [87][1440/3757] lr: 7.464e-02, eta: 6 days, 5:13:30, time: 0.802, data_time: 0.013, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5922, loss_cls: 2.9936, loss: 2.9936, grad_norm: 2.4779 2020-07-26 23:56:32,019 - mmaction - INFO - Epoch [87][1460/3757] lr: 7.464e-02, eta: 6 days, 5:13:11, time: 0.815, data_time: 0.022, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6258, loss_cls: 2.9151, loss: 2.9151, grad_norm: 2.5768 2020-07-26 23:56:47,781 - mmaction - INFO - Epoch [87][1480/3757] lr: 7.464e-02, eta: 6 days, 5:12:51, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5953, loss_cls: 2.9947, loss: 2.9947, grad_norm: 2.5483 2020-07-26 23:57:03,650 - mmaction - INFO - Epoch [87][1500/3757] lr: 7.464e-02, eta: 6 days, 5:12:31, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6039, loss_cls: 3.0441, loss: 3.0441, grad_norm: 2.5507 2020-07-26 23:57:19,444 - mmaction - INFO - Epoch [87][1520/3757] lr: 7.464e-02, eta: 6 days, 5:12:12, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5883, loss_cls: 3.0224, loss: 3.0224, grad_norm: 2.4603 2020-07-26 23:57:35,351 - mmaction - INFO - Epoch [87][1540/3757] lr: 7.464e-02, eta: 6 days, 5:11:52, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6008, loss_cls: 2.9838, loss: 2.9838, grad_norm: 2.5140 2020-07-26 23:57:51,216 - mmaction - INFO - Epoch [87][1560/3757] lr: 7.464e-02, eta: 6 days, 5:11:32, time: 0.794, data_time: 0.007, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5781, loss_cls: 3.0303, loss: 3.0303, grad_norm: 2.4862 2020-07-26 23:58:07,128 - mmaction - INFO - Epoch [87][1580/3757] lr: 7.464e-02, eta: 6 days, 5:11:13, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5953, loss_cls: 2.9340, loss: 2.9340, grad_norm: 2.4375 2020-07-26 23:58:22,918 - mmaction - INFO - Epoch [87][1600/3757] lr: 7.464e-02, eta: 6 days, 5:10:53, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6250, loss_cls: 2.8809, loss: 2.8809, grad_norm: 2.4212 2020-07-26 23:58:38,701 - mmaction - INFO - Epoch [87][1620/3757] lr: 7.464e-02, eta: 6 days, 5:10:33, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5867, loss_cls: 3.0430, loss: 3.0430, grad_norm: 2.3918 2020-07-26 23:58:54,468 - mmaction - INFO - Epoch [87][1640/3757] lr: 7.464e-02, eta: 6 days, 5:10:13, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6070, loss_cls: 2.9458, loss: 2.9458, grad_norm: 2.4177 2020-07-26 23:59:10,304 - mmaction - INFO - Epoch [87][1660/3757] lr: 7.464e-02, eta: 6 days, 5:09:53, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 2.9730, loss: 2.9730, grad_norm: 2.4425 2020-07-26 23:59:26,172 - mmaction - INFO - Epoch [87][1680/3757] lr: 7.464e-02, eta: 6 days, 5:09:33, time: 0.795, data_time: 0.011, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6086, loss_cls: 2.9377, loss: 2.9377, grad_norm: 2.4135 2020-07-26 23:59:41,885 - mmaction - INFO - Epoch [87][1700/3757] lr: 7.464e-02, eta: 6 days, 5:09:13, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6078, loss_cls: 2.8953, loss: 2.8953, grad_norm: 2.4340 2020-07-26 23:59:57,611 - mmaction - INFO - Epoch [87][1720/3757] lr: 7.464e-02, eta: 6 days, 5:08:53, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5789, loss_cls: 3.0210, loss: 3.0210, grad_norm: 2.5395 2020-07-27 00:00:19,720 - mmaction - INFO - Epoch [87][1740/3757] lr: 7.464e-02, eta: 6 days, 5:08:51, time: 1.103, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5977, loss_cls: 3.0243, loss: 3.0243, grad_norm: 2.4584 2020-07-27 00:00:35,502 - mmaction - INFO - Epoch [87][1760/3757] lr: 7.464e-02, eta: 6 days, 5:08:31, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3563, top5_acc: 0.5930, loss_cls: 2.9815, loss: 2.9815, grad_norm: 2.4494 2020-07-27 00:00:51,419 - mmaction - INFO - Epoch [87][1780/3757] lr: 7.464e-02, eta: 6 days, 5:08:11, time: 0.795, data_time: 0.008, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6320, loss_cls: 2.8581, loss: 2.8581, grad_norm: 2.4576 2020-07-27 00:01:07,225 - mmaction - INFO - Epoch [87][1800/3757] lr: 7.464e-02, eta: 6 days, 5:07:52, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 3.0654, loss: 3.0654, grad_norm: 2.4304 2020-07-27 00:01:23,011 - mmaction - INFO - Epoch [87][1820/3757] lr: 7.464e-02, eta: 6 days, 5:07:32, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5945, loss_cls: 2.9664, loss: 2.9664, grad_norm: 2.4612 2020-07-27 00:01:38,788 - mmaction - INFO - Epoch [87][1840/3757] lr: 7.464e-02, eta: 6 days, 5:07:12, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6164, loss_cls: 2.9295, loss: 2.9295, grad_norm: 2.4749 2020-07-27 00:01:54,620 - mmaction - INFO - Epoch [87][1860/3757] lr: 7.464e-02, eta: 6 days, 5:06:52, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6133, loss_cls: 2.9068, loss: 2.9068, grad_norm: 2.5263 2020-07-27 00:02:10,433 - mmaction - INFO - Epoch [87][1880/3757] lr: 7.464e-02, eta: 6 days, 5:06:32, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.5969, loss_cls: 2.9954, loss: 2.9954, grad_norm: 2.5255 2020-07-27 00:02:26,181 - mmaction - INFO - Epoch [87][1900/3757] lr: 7.464e-02, eta: 6 days, 5:06:12, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5883, loss_cls: 3.0825, loss: 3.0825, grad_norm: 2.5037 2020-07-27 00:02:42,041 - mmaction - INFO - Epoch [87][1920/3757] lr: 7.464e-02, eta: 6 days, 5:05:52, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5984, loss_cls: 3.0491, loss: 3.0491, grad_norm: 2.5021 2020-07-27 00:02:57,779 - mmaction - INFO - Epoch [87][1940/3757] lr: 7.464e-02, eta: 6 days, 5:05:32, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3102, top5_acc: 0.5703, loss_cls: 3.0854, loss: 3.0854, grad_norm: 2.4671 2020-07-27 00:03:13,641 - mmaction - INFO - Epoch [87][1960/3757] lr: 7.464e-02, eta: 6 days, 5:05:12, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6203, loss_cls: 2.9035, loss: 2.9035, grad_norm: 2.4363 2020-07-27 00:03:29,426 - mmaction - INFO - Epoch [87][1980/3757] lr: 7.464e-02, eta: 6 days, 5:04:52, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5961, loss_cls: 2.9833, loss: 2.9833, grad_norm: 2.4249 2020-07-27 00:03:45,239 - mmaction - INFO - Epoch [87][2000/3757] lr: 7.464e-02, eta: 6 days, 5:04:32, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.5898, loss_cls: 2.9964, loss: 2.9964, grad_norm: 2.4185 2020-07-27 00:04:01,084 - mmaction - INFO - Epoch [87][2020/3757] lr: 7.464e-02, eta: 6 days, 5:04:12, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6023, loss_cls: 2.9637, loss: 2.9637, grad_norm: 2.4166 2020-07-27 00:04:16,870 - mmaction - INFO - Epoch [87][2040/3757] lr: 7.464e-02, eta: 6 days, 5:03:53, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6078, loss_cls: 2.9331, loss: 2.9331, grad_norm: 2.5113 2020-07-27 00:04:32,625 - mmaction - INFO - Epoch [87][2060/3757] lr: 7.464e-02, eta: 6 days, 5:03:33, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5711, loss_cls: 3.1095, loss: 3.1095, grad_norm: 2.4237 2020-07-27 00:04:48,449 - mmaction - INFO - Epoch [87][2080/3757] lr: 7.464e-02, eta: 6 days, 5:03:13, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5805, loss_cls: 3.0719, loss: 3.0719, grad_norm: 2.3745 2020-07-27 00:05:04,263 - mmaction - INFO - Epoch [87][2100/3757] lr: 7.464e-02, eta: 6 days, 5:02:53, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6062, loss_cls: 2.9608, loss: 2.9608, grad_norm: 2.4358 2020-07-27 00:05:19,941 - mmaction - INFO - Epoch [87][2120/3757] lr: 7.464e-02, eta: 6 days, 5:02:33, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5930, loss_cls: 2.9440, loss: 2.9440, grad_norm: 2.5069 2020-07-27 00:05:35,721 - mmaction - INFO - Epoch [87][2140/3757] lr: 7.464e-02, eta: 6 days, 5:02:13, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6055, loss_cls: 2.9359, loss: 2.9359, grad_norm: 2.4285 2020-07-27 00:05:51,500 - mmaction - INFO - Epoch [87][2160/3757] lr: 7.464e-02, eta: 6 days, 5:01:53, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6227, loss_cls: 2.8912, loss: 2.8912, grad_norm: 2.4858 2020-07-27 00:06:07,326 - mmaction - INFO - Epoch [87][2180/3757] lr: 7.464e-02, eta: 6 days, 5:01:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5977, loss_cls: 2.9986, loss: 2.9986, grad_norm: 2.5506 2020-07-27 00:06:23,108 - mmaction - INFO - Epoch [87][2200/3757] lr: 7.464e-02, eta: 6 days, 5:01:13, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5883, loss_cls: 3.0237, loss: 3.0237, grad_norm: 2.4847 2020-07-27 00:06:38,906 - mmaction - INFO - Epoch [87][2220/3757] lr: 7.464e-02, eta: 6 days, 5:00:53, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6234, loss_cls: 2.9139, loss: 2.9139, grad_norm: 2.4734 2020-07-27 00:06:54,680 - mmaction - INFO - Epoch [87][2240/3757] lr: 7.464e-02, eta: 6 days, 5:00:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5789, loss_cls: 3.0486, loss: 3.0486, grad_norm: 2.4595 2020-07-27 00:07:10,381 - mmaction - INFO - Epoch [87][2260/3757] lr: 7.464e-02, eta: 6 days, 5:00:13, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3609, top5_acc: 0.5984, loss_cls: 2.9564, loss: 2.9564, grad_norm: 2.3824 2020-07-27 00:07:26,672 - mmaction - INFO - Epoch [87][2280/3757] lr: 7.464e-02, eta: 6 days, 4:59:54, time: 0.816, data_time: 0.020, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6008, loss_cls: 2.9954, loss: 2.9954, grad_norm: 2.4721 2020-07-27 00:07:42,485 - mmaction - INFO - Epoch [87][2300/3757] lr: 7.464e-02, eta: 6 days, 4:59:34, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5914, loss_cls: 3.0234, loss: 3.0234, grad_norm: 2.4854 2020-07-27 00:07:58,310 - mmaction - INFO - Epoch [87][2320/3757] lr: 7.464e-02, eta: 6 days, 4:59:14, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5922, loss_cls: 2.9548, loss: 2.9548, grad_norm: 2.4438 2020-07-27 00:08:14,124 - mmaction - INFO - Epoch [87][2340/3757] lr: 7.464e-02, eta: 6 days, 4:58:55, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3797, top5_acc: 0.6328, loss_cls: 2.8593, loss: 2.8593, grad_norm: 2.3902 2020-07-27 00:08:29,935 - mmaction - INFO - Epoch [87][2360/3757] lr: 7.464e-02, eta: 6 days, 4:58:35, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5898, loss_cls: 3.0022, loss: 3.0022, grad_norm: 2.4704 2020-07-27 00:08:45,843 - mmaction - INFO - Epoch [87][2380/3757] lr: 7.464e-02, eta: 6 days, 4:58:15, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6008, loss_cls: 2.9691, loss: 2.9691, grad_norm: 2.4487 2020-07-27 00:09:01,683 - mmaction - INFO - Epoch [87][2400/3757] lr: 7.464e-02, eta: 6 days, 4:57:55, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5922, loss_cls: 2.9640, loss: 2.9640, grad_norm: 2.4566 2020-07-27 00:09:17,488 - mmaction - INFO - Epoch [87][2420/3757] lr: 7.464e-02, eta: 6 days, 4:57:35, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6102, loss_cls: 2.9456, loss: 2.9456, grad_norm: 2.4396 2020-07-27 00:09:33,292 - mmaction - INFO - Epoch [87][2440/3757] lr: 7.464e-02, eta: 6 days, 4:57:16, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6125, loss_cls: 2.8867, loss: 2.8867, grad_norm: 2.5015 2020-07-27 00:09:49,224 - mmaction - INFO - Epoch [87][2460/3757] lr: 7.464e-02, eta: 6 days, 4:56:56, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 3.0295, loss: 3.0295, grad_norm: 2.5303 2020-07-27 00:10:05,123 - mmaction - INFO - Epoch [87][2480/3757] lr: 7.464e-02, eta: 6 days, 4:56:36, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6062, loss_cls: 2.9838, loss: 2.9838, grad_norm: 2.4988 2020-07-27 00:10:20,802 - mmaction - INFO - Epoch [87][2500/3757] lr: 7.464e-02, eta: 6 days, 4:56:16, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6008, loss_cls: 3.0046, loss: 3.0046, grad_norm: 2.4554 2020-07-27 00:10:36,562 - mmaction - INFO - Epoch [87][2520/3757] lr: 7.464e-02, eta: 6 days, 4:55:56, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5977, loss_cls: 2.9611, loss: 2.9611, grad_norm: 2.3975 2020-07-27 00:10:52,325 - mmaction - INFO - Epoch [87][2540/3757] lr: 7.464e-02, eta: 6 days, 4:55:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6016, loss_cls: 2.9288, loss: 2.9288, grad_norm: 2.4394 2020-07-27 00:11:08,186 - mmaction - INFO - Epoch [87][2560/3757] lr: 7.464e-02, eta: 6 days, 4:55:16, time: 0.793, data_time: 0.006, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6000, loss_cls: 2.8857, loss: 2.8857, grad_norm: 2.4297 2020-07-27 00:11:24,007 - mmaction - INFO - Epoch [87][2580/3757] lr: 7.464e-02, eta: 6 days, 4:54:57, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6250, loss_cls: 2.9115, loss: 2.9115, grad_norm: 2.4458 2020-07-27 00:11:39,692 - mmaction - INFO - Epoch [87][2600/3757] lr: 7.464e-02, eta: 6 days, 4:54:36, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5867, loss_cls: 2.9956, loss: 2.9956, grad_norm: 2.4941 2020-07-27 00:11:55,489 - mmaction - INFO - Epoch [87][2620/3757] lr: 7.464e-02, eta: 6 days, 4:54:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5891, loss_cls: 3.1081, loss: 3.1081, grad_norm: 2.5006 2020-07-27 00:12:11,275 - mmaction - INFO - Epoch [87][2640/3757] lr: 7.464e-02, eta: 6 days, 4:53:56, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6000, loss_cls: 2.9766, loss: 2.9766, grad_norm: 2.3954 2020-07-27 00:12:27,055 - mmaction - INFO - Epoch [87][2660/3757] lr: 7.464e-02, eta: 6 days, 4:53:37, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6039, loss_cls: 2.9100, loss: 2.9100, grad_norm: 2.4162 2020-07-27 00:12:42,845 - mmaction - INFO - Epoch [87][2680/3757] lr: 7.464e-02, eta: 6 days, 4:53:17, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5797, loss_cls: 3.0603, loss: 3.0603, grad_norm: 2.5470 2020-07-27 00:12:58,647 - mmaction - INFO - Epoch [87][2700/3757] lr: 7.464e-02, eta: 6 days, 4:52:57, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6055, loss_cls: 3.0394, loss: 3.0394, grad_norm: 2.4252 2020-07-27 00:13:14,503 - mmaction - INFO - Epoch [87][2720/3757] lr: 7.464e-02, eta: 6 days, 4:52:37, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6117, loss_cls: 2.9338, loss: 2.9338, grad_norm: 2.3956 2020-07-27 00:13:30,284 - mmaction - INFO - Epoch [87][2740/3757] lr: 7.464e-02, eta: 6 days, 4:52:17, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6094, loss_cls: 2.9526, loss: 2.9526, grad_norm: 2.4508 2020-07-27 00:13:46,071 - mmaction - INFO - Epoch [87][2760/3757] lr: 7.464e-02, eta: 6 days, 4:51:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6016, loss_cls: 2.9315, loss: 2.9315, grad_norm: 2.4482 2020-07-27 00:14:01,811 - mmaction - INFO - Epoch [87][2780/3757] lr: 7.464e-02, eta: 6 days, 4:51:37, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5844, loss_cls: 3.0531, loss: 3.0531, grad_norm: 2.5191 2020-07-27 00:14:17,546 - mmaction - INFO - Epoch [87][2800/3757] lr: 7.464e-02, eta: 6 days, 4:51:17, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5961, loss_cls: 3.0395, loss: 3.0395, grad_norm: 2.4975 2020-07-27 00:14:33,458 - mmaction - INFO - Epoch [87][2820/3757] lr: 7.464e-02, eta: 6 days, 4:50:57, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5852, loss_cls: 3.0611, loss: 3.0611, grad_norm: 2.4664 2020-07-27 00:14:49,250 - mmaction - INFO - Epoch [87][2840/3757] lr: 7.464e-02, eta: 6 days, 4:50:37, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5898, loss_cls: 3.0188, loss: 3.0188, grad_norm: 2.4493 2020-07-27 00:15:05,089 - mmaction - INFO - Epoch [87][2860/3757] lr: 7.464e-02, eta: 6 days, 4:50:18, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5977, loss_cls: 2.9725, loss: 2.9725, grad_norm: 2.3880 2020-07-27 00:15:21,028 - mmaction - INFO - Epoch [87][2880/3757] lr: 7.464e-02, eta: 6 days, 4:49:58, time: 0.797, data_time: 0.011, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5969, loss_cls: 3.0398, loss: 3.0398, grad_norm: 2.4677 2020-07-27 00:15:36,804 - mmaction - INFO - Epoch [87][2900/3757] lr: 7.464e-02, eta: 6 days, 4:49:38, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6047, loss_cls: 2.9832, loss: 2.9832, grad_norm: 2.4927 2020-07-27 00:15:52,632 - mmaction - INFO - Epoch [87][2920/3757] lr: 7.464e-02, eta: 6 days, 4:49:18, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5898, loss_cls: 3.0327, loss: 3.0327, grad_norm: 2.4611 2020-07-27 00:16:08,540 - mmaction - INFO - Epoch [87][2940/3757] lr: 7.464e-02, eta: 6 days, 4:48:59, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5930, loss_cls: 3.0446, loss: 3.0446, grad_norm: 2.3885 2020-07-27 00:16:24,364 - mmaction - INFO - Epoch [87][2960/3757] lr: 7.464e-02, eta: 6 days, 4:48:39, time: 0.794, data_time: 0.006, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6078, loss_cls: 2.9420, loss: 2.9420, grad_norm: 2.4068 2020-07-27 00:16:40,121 - mmaction - INFO - Epoch [87][2980/3757] lr: 7.464e-02, eta: 6 days, 4:48:19, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6109, loss_cls: 2.9389, loss: 2.9389, grad_norm: 2.4964 2020-07-27 00:16:56,070 - mmaction - INFO - Epoch [87][3000/3757] lr: 7.464e-02, eta: 6 days, 4:48:00, time: 0.797, data_time: 0.006, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6086, loss_cls: 2.9592, loss: 2.9592, grad_norm: 2.5354 2020-07-27 00:17:11,813 - mmaction - INFO - Epoch [87][3020/3757] lr: 7.464e-02, eta: 6 days, 4:47:40, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5953, loss_cls: 3.0406, loss: 3.0406, grad_norm: 2.5556 2020-07-27 00:17:27,667 - mmaction - INFO - Epoch [87][3040/3757] lr: 7.464e-02, eta: 6 days, 4:47:20, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6148, loss_cls: 2.9825, loss: 2.9825, grad_norm: 2.4586 2020-07-27 00:17:43,514 - mmaction - INFO - Epoch [87][3060/3757] lr: 7.464e-02, eta: 6 days, 4:47:00, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6000, loss_cls: 3.0348, loss: 3.0348, grad_norm: 2.5245 2020-07-27 00:17:59,387 - mmaction - INFO - Epoch [87][3080/3757] lr: 7.464e-02, eta: 6 days, 4:46:40, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6047, loss_cls: 2.9300, loss: 2.9300, grad_norm: 2.3959 2020-07-27 00:18:15,174 - mmaction - INFO - Epoch [87][3100/3757] lr: 7.464e-02, eta: 6 days, 4:46:20, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5906, loss_cls: 3.0354, loss: 3.0354, grad_norm: 2.3879 2020-07-27 00:18:31,249 - mmaction - INFO - Epoch [87][3120/3757] lr: 7.464e-02, eta: 6 days, 4:46:01, time: 0.803, data_time: 0.011, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6109, loss_cls: 2.9222, loss: 2.9222, grad_norm: 2.4738 2020-07-27 00:18:47,135 - mmaction - INFO - Epoch [87][3140/3757] lr: 7.464e-02, eta: 6 days, 4:45:42, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6086, loss_cls: 2.9904, loss: 2.9904, grad_norm: 2.4819 2020-07-27 00:19:02,920 - mmaction - INFO - Epoch [87][3160/3757] lr: 7.464e-02, eta: 6 days, 4:45:22, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5805, loss_cls: 3.0729, loss: 3.0729, grad_norm: 2.4669 2020-07-27 00:19:18,752 - mmaction - INFO - Epoch [87][3180/3757] lr: 7.464e-02, eta: 6 days, 4:45:02, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5797, loss_cls: 3.0442, loss: 3.0442, grad_norm: 2.4871 2020-07-27 00:19:34,611 - mmaction - INFO - Epoch [87][3200/3757] lr: 7.464e-02, eta: 6 days, 4:44:42, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5969, loss_cls: 2.9352, loss: 2.9352, grad_norm: 2.4193 2020-07-27 00:19:50,422 - mmaction - INFO - Epoch [87][3220/3757] lr: 7.464e-02, eta: 6 days, 4:44:22, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6242, loss_cls: 2.8356, loss: 2.8356, grad_norm: 2.4156 2020-07-27 00:20:06,266 - mmaction - INFO - Epoch [87][3240/3757] lr: 7.464e-02, eta: 6 days, 4:44:03, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6008, loss_cls: 2.9873, loss: 2.9873, grad_norm: 2.5299 2020-07-27 00:20:22,020 - mmaction - INFO - Epoch [87][3260/3757] lr: 7.464e-02, eta: 6 days, 4:43:43, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5664, loss_cls: 3.1278, loss: 3.1278, grad_norm: 2.5085 2020-07-27 00:20:37,774 - mmaction - INFO - Epoch [87][3280/3757] lr: 7.464e-02, eta: 6 days, 4:43:23, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5742, loss_cls: 3.0792, loss: 3.0792, grad_norm: 2.4324 2020-07-27 00:20:53,552 - mmaction - INFO - Epoch [87][3300/3757] lr: 7.464e-02, eta: 6 days, 4:43:03, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6008, loss_cls: 2.9527, loss: 2.9527, grad_norm: 2.4009 2020-07-27 00:21:09,420 - mmaction - INFO - Epoch [87][3320/3757] lr: 7.464e-02, eta: 6 days, 4:42:43, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5875, loss_cls: 3.0680, loss: 3.0680, grad_norm: 2.4916 2020-07-27 00:21:25,245 - mmaction - INFO - Epoch [87][3340/3757] lr: 7.464e-02, eta: 6 days, 4:42:23, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6039, loss_cls: 2.9615, loss: 2.9615, grad_norm: 2.4519 2020-07-27 00:21:41,092 - mmaction - INFO - Epoch [87][3360/3757] lr: 7.464e-02, eta: 6 days, 4:42:04, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6031, loss_cls: 2.9419, loss: 2.9419, grad_norm: 2.4141 2020-07-27 00:21:56,959 - mmaction - INFO - Epoch [87][3380/3757] lr: 7.464e-02, eta: 6 days, 4:41:44, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6102, loss_cls: 2.9332, loss: 2.9332, grad_norm: 2.4071 2020-07-27 00:22:12,787 - mmaction - INFO - Epoch [87][3400/3757] lr: 7.464e-02, eta: 6 days, 4:41:24, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6258, loss_cls: 2.8914, loss: 2.8914, grad_norm: 2.5043 2020-07-27 00:22:28,563 - mmaction - INFO - Epoch [87][3420/3757] lr: 7.464e-02, eta: 6 days, 4:41:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6039, loss_cls: 2.9750, loss: 2.9750, grad_norm: 2.4199 2020-07-27 00:22:44,427 - mmaction - INFO - Epoch [87][3440/3757] lr: 7.464e-02, eta: 6 days, 4:40:44, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6133, loss_cls: 2.9813, loss: 2.9813, grad_norm: 2.4387 2020-07-27 00:23:00,174 - mmaction - INFO - Epoch [87][3460/3757] lr: 7.464e-02, eta: 6 days, 4:40:24, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6008, loss_cls: 2.9811, loss: 2.9811, grad_norm: 2.4836 2020-07-27 00:23:16,083 - mmaction - INFO - Epoch [87][3480/3757] lr: 7.464e-02, eta: 6 days, 4:40:05, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6156, loss_cls: 2.9700, loss: 2.9700, grad_norm: 2.4070 2020-07-27 00:23:31,934 - mmaction - INFO - Epoch [87][3500/3757] lr: 7.464e-02, eta: 6 days, 4:39:45, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6070, loss_cls: 2.9791, loss: 2.9791, grad_norm: 2.3873 2020-07-27 00:23:47,826 - mmaction - INFO - Epoch [87][3520/3757] lr: 7.464e-02, eta: 6 days, 4:39:26, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3891, top5_acc: 0.6367, loss_cls: 2.8014, loss: 2.8014, grad_norm: 2.4149 2020-07-27 00:24:03,665 - mmaction - INFO - Epoch [87][3540/3757] lr: 7.464e-02, eta: 6 days, 4:39:06, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6102, loss_cls: 2.9408, loss: 2.9408, grad_norm: 2.5194 2020-07-27 00:24:19,519 - mmaction - INFO - Epoch [87][3560/3757] lr: 7.464e-02, eta: 6 days, 4:38:46, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5914, loss_cls: 2.9593, loss: 2.9593, grad_norm: 2.4885 2020-07-27 00:24:35,258 - mmaction - INFO - Epoch [87][3580/3757] lr: 7.464e-02, eta: 6 days, 4:38:26, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5914, loss_cls: 3.0301, loss: 3.0301, grad_norm: 2.4860 2020-07-27 00:24:51,041 - mmaction - INFO - Epoch [87][3600/3757] lr: 7.464e-02, eta: 6 days, 4:38:06, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6062, loss_cls: 2.9712, loss: 2.9712, grad_norm: 2.4923 2020-07-27 00:25:06,972 - mmaction - INFO - Epoch [87][3620/3757] lr: 7.464e-02, eta: 6 days, 4:37:47, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5953, loss_cls: 2.9868, loss: 2.9868, grad_norm: 2.5259 2020-07-27 00:25:22,782 - mmaction - INFO - Epoch [87][3640/3757] lr: 7.464e-02, eta: 6 days, 4:37:27, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6016, loss_cls: 3.0016, loss: 3.0016, grad_norm: 2.4939 2020-07-27 00:25:38,586 - mmaction - INFO - Epoch [87][3660/3757] lr: 7.464e-02, eta: 6 days, 4:37:07, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6164, loss_cls: 2.8911, loss: 2.8911, grad_norm: 2.4287 2020-07-27 00:25:54,375 - mmaction - INFO - Epoch [87][3680/3757] lr: 7.464e-02, eta: 6 days, 4:36:47, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6000, loss_cls: 2.9450, loss: 2.9450, grad_norm: 2.3863 2020-07-27 00:26:10,241 - mmaction - INFO - Epoch [87][3700/3757] lr: 7.464e-02, eta: 6 days, 4:36:27, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6289, loss_cls: 2.9023, loss: 2.9023, grad_norm: 2.4414 2020-07-27 00:26:26,012 - mmaction - INFO - Epoch [87][3720/3757] lr: 7.464e-02, eta: 6 days, 4:36:07, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6047, loss_cls: 3.0001, loss: 3.0001, grad_norm: 2.4171 2020-07-27 00:26:41,858 - mmaction - INFO - Epoch [87][3740/3757] lr: 7.464e-02, eta: 6 days, 4:35:48, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5977, loss_cls: 3.0283, loss: 3.0283, grad_norm: 2.4758 2020-07-27 00:30:12,059 - mmaction - INFO - Epoch [88][20/3757] lr: 7.411e-02, eta: 6 days, 4:42:50, time: 9.471, data_time: 8.587, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6133, loss_cls: 2.9115, loss: 2.9115, grad_norm: 2.5427 2020-07-27 00:30:27,822 - mmaction - INFO - Epoch [88][40/3757] lr: 7.411e-02, eta: 6 days, 4:42:30, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6078, loss_cls: 2.9408, loss: 2.9408, grad_norm: 2.4534 2020-07-27 00:30:43,561 - mmaction - INFO - Epoch [88][60/3757] lr: 7.411e-02, eta: 6 days, 4:42:10, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6312, loss_cls: 2.8938, loss: 2.8938, grad_norm: 2.4803 2020-07-27 00:30:59,401 - mmaction - INFO - Epoch [88][80/3757] lr: 7.411e-02, eta: 6 days, 4:41:50, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6211, loss_cls: 2.9055, loss: 2.9055, grad_norm: 2.4639 2020-07-27 00:31:15,209 - mmaction - INFO - Epoch [88][100/3757] lr: 7.411e-02, eta: 6 days, 4:41:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5844, loss_cls: 3.0220, loss: 3.0220, grad_norm: 2.4569 2020-07-27 00:31:31,029 - mmaction - INFO - Epoch [88][120/3757] lr: 7.411e-02, eta: 6 days, 4:41:10, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6250, loss_cls: 2.8837, loss: 2.8837, grad_norm: 2.4563 2020-07-27 00:31:46,852 - mmaction - INFO - Epoch [88][140/3757] lr: 7.411e-02, eta: 6 days, 4:40:50, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6156, loss_cls: 2.9228, loss: 2.9228, grad_norm: 2.4327 2020-07-27 00:32:02,726 - mmaction - INFO - Epoch [88][160/3757] lr: 7.411e-02, eta: 6 days, 4:40:31, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6156, loss_cls: 2.9508, loss: 2.9508, grad_norm: 2.4424 2020-07-27 00:32:18,495 - mmaction - INFO - Epoch [88][180/3757] lr: 7.411e-02, eta: 6 days, 4:40:11, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5992, loss_cls: 2.9689, loss: 2.9689, grad_norm: 2.4225 2020-07-27 00:32:34,355 - mmaction - INFO - Epoch [88][200/3757] lr: 7.411e-02, eta: 6 days, 4:39:51, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5930, loss_cls: 2.9914, loss: 2.9914, grad_norm: 2.4783 2020-07-27 00:32:50,147 - mmaction - INFO - Epoch [88][220/3757] lr: 7.411e-02, eta: 6 days, 4:39:31, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5898, loss_cls: 3.0282, loss: 3.0282, grad_norm: 2.5267 2020-07-27 00:33:06,014 - mmaction - INFO - Epoch [88][240/3757] lr: 7.411e-02, eta: 6 days, 4:39:11, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6109, loss_cls: 2.9396, loss: 2.9396, grad_norm: 2.5160 2020-07-27 00:33:21,800 - mmaction - INFO - Epoch [88][260/3757] lr: 7.411e-02, eta: 6 days, 4:38:51, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6016, loss_cls: 2.9533, loss: 2.9533, grad_norm: 2.4466 2020-07-27 00:33:37,614 - mmaction - INFO - Epoch [88][280/3757] lr: 7.411e-02, eta: 6 days, 4:38:31, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6180, loss_cls: 2.8797, loss: 2.8797, grad_norm: 2.4122 2020-07-27 00:33:53,396 - mmaction - INFO - Epoch [88][300/3757] lr: 7.411e-02, eta: 6 days, 4:38:11, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6203, loss_cls: 2.8586, loss: 2.8586, grad_norm: 2.4721 2020-07-27 00:34:09,187 - mmaction - INFO - Epoch [88][320/3757] lr: 7.411e-02, eta: 6 days, 4:37:52, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6047, loss_cls: 2.9237, loss: 2.9237, grad_norm: 2.4100 2020-07-27 00:34:25,068 - mmaction - INFO - Epoch [88][340/3757] lr: 7.411e-02, eta: 6 days, 4:37:32, time: 0.793, data_time: 0.009, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6008, loss_cls: 2.8979, loss: 2.8979, grad_norm: 2.4597 2020-07-27 00:34:40,880 - mmaction - INFO - Epoch [88][360/3757] lr: 7.411e-02, eta: 6 days, 4:37:12, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6062, loss_cls: 2.9780, loss: 2.9780, grad_norm: 2.4620 2020-07-27 00:34:56,532 - mmaction - INFO - Epoch [88][380/3757] lr: 7.411e-02, eta: 6 days, 4:36:52, time: 0.783, data_time: 0.002, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6039, loss_cls: 3.0040, loss: 3.0040, grad_norm: 2.4300 2020-07-27 00:35:12,337 - mmaction - INFO - Epoch [88][400/3757] lr: 7.411e-02, eta: 6 days, 4:36:32, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.5898, loss_cls: 2.8977, loss: 2.8977, grad_norm: 2.3723 2020-07-27 00:35:28,105 - mmaction - INFO - Epoch [88][420/3757] lr: 7.411e-02, eta: 6 days, 4:36:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6086, loss_cls: 2.9162, loss: 2.9162, grad_norm: 2.4656 2020-07-27 00:35:44,215 - mmaction - INFO - Epoch [88][440/3757] lr: 7.411e-02, eta: 6 days, 4:35:53, time: 0.805, data_time: 0.020, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5922, loss_cls: 3.0214, loss: 3.0214, grad_norm: 2.4870 2020-07-27 00:36:00,236 - mmaction - INFO - Epoch [88][460/3757] lr: 7.411e-02, eta: 6 days, 4:35:33, time: 0.801, data_time: 0.017, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6000, loss_cls: 2.9811, loss: 2.9811, grad_norm: 2.5387 2020-07-27 00:36:16,373 - mmaction - INFO - Epoch [88][480/3757] lr: 7.411e-02, eta: 6 days, 4:35:15, time: 0.807, data_time: 0.023, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6086, loss_cls: 2.9132, loss: 2.9132, grad_norm: 2.4338 2020-07-27 00:36:32,173 - mmaction - INFO - Epoch [88][500/3757] lr: 7.411e-02, eta: 6 days, 4:34:55, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5977, loss_cls: 2.9422, loss: 2.9422, grad_norm: 2.4315 2020-07-27 00:36:48,490 - mmaction - INFO - Epoch [88][520/3757] lr: 7.411e-02, eta: 6 days, 4:34:36, time: 0.818, data_time: 0.025, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6227, loss_cls: 2.8596, loss: 2.8596, grad_norm: 2.4769 2020-07-27 00:37:04,622 - mmaction - INFO - Epoch [88][540/3757] lr: 7.411e-02, eta: 6 days, 4:34:17, time: 0.807, data_time: 0.017, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5961, loss_cls: 2.9693, loss: 2.9693, grad_norm: 2.4603 2020-07-27 00:37:20,853 - mmaction - INFO - Epoch [88][560/3757] lr: 7.411e-02, eta: 6 days, 4:33:59, time: 0.811, data_time: 0.023, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6039, loss_cls: 2.9924, loss: 2.9924, grad_norm: 2.4599 2020-07-27 00:37:36,661 - mmaction - INFO - Epoch [88][580/3757] lr: 7.411e-02, eta: 6 days, 4:33:39, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5898, loss_cls: 2.9730, loss: 2.9730, grad_norm: 2.3893 2020-07-27 00:37:52,462 - mmaction - INFO - Epoch [88][600/3757] lr: 7.411e-02, eta: 6 days, 4:33:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5883, loss_cls: 2.9964, loss: 2.9964, grad_norm: 2.4242 2020-07-27 00:38:08,229 - mmaction - INFO - Epoch [88][620/3757] lr: 7.411e-02, eta: 6 days, 4:32:59, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6141, loss_cls: 2.8958, loss: 2.8958, grad_norm: 2.4358 2020-07-27 00:38:28,987 - mmaction - INFO - Epoch [88][640/3757] lr: 7.411e-02, eta: 6 days, 4:32:53, time: 1.039, data_time: 0.243, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6102, loss_cls: 2.8953, loss: 2.8953, grad_norm: 2.4827 2020-07-27 00:38:47,325 - mmaction - INFO - Epoch [88][660/3757] lr: 7.411e-02, eta: 6 days, 4:32:40, time: 0.917, data_time: 0.128, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6062, loss_cls: 2.9853, loss: 2.9853, grad_norm: 2.5359 2020-07-27 00:39:03,476 - mmaction - INFO - Epoch [88][680/3757] lr: 7.411e-02, eta: 6 days, 4:32:22, time: 0.808, data_time: 0.023, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6094, loss_cls: 2.9785, loss: 2.9785, grad_norm: 2.4066 2020-07-27 00:39:19,583 - mmaction - INFO - Epoch [88][700/3757] lr: 7.411e-02, eta: 6 days, 4:32:03, time: 0.805, data_time: 0.019, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6242, loss_cls: 2.9263, loss: 2.9263, grad_norm: 2.4665 2020-07-27 00:39:35,357 - mmaction - INFO - Epoch [88][720/3757] lr: 7.411e-02, eta: 6 days, 4:31:43, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5992, loss_cls: 2.9829, loss: 2.9829, grad_norm: 2.4794 2020-07-27 00:39:51,158 - mmaction - INFO - Epoch [88][740/3757] lr: 7.411e-02, eta: 6 days, 4:31:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6125, loss_cls: 2.9259, loss: 2.9259, grad_norm: 2.4976 2020-07-27 00:40:11,129 - mmaction - INFO - Epoch [88][760/3757] lr: 7.411e-02, eta: 6 days, 4:31:15, time: 0.998, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6266, loss_cls: 2.8815, loss: 2.8815, grad_norm: 2.5060 2020-07-27 00:40:32,106 - mmaction - INFO - Epoch [88][780/3757] lr: 7.411e-02, eta: 6 days, 4:31:10, time: 1.049, data_time: 0.230, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6008, loss_cls: 3.0507, loss: 3.0507, grad_norm: 2.4803 2020-07-27 00:40:48,273 - mmaction - INFO - Epoch [88][800/3757] lr: 7.411e-02, eta: 6 days, 4:30:51, time: 0.809, data_time: 0.024, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5898, loss_cls: 3.0576, loss: 3.0576, grad_norm: 2.4746 2020-07-27 00:41:04,434 - mmaction - INFO - Epoch [88][820/3757] lr: 7.411e-02, eta: 6 days, 4:30:32, time: 0.807, data_time: 0.018, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6000, loss_cls: 3.0065, loss: 3.0065, grad_norm: 2.5241 2020-07-27 00:41:20,767 - mmaction - INFO - Epoch [88][840/3757] lr: 7.411e-02, eta: 6 days, 4:30:14, time: 0.817, data_time: 0.023, memory: 6196, top1_acc: 0.3789, top5_acc: 0.5992, loss_cls: 3.0020, loss: 3.0020, grad_norm: 2.4246 2020-07-27 00:41:36,503 - mmaction - INFO - Epoch [88][860/3757] lr: 7.411e-02, eta: 6 days, 4:29:53, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6070, loss_cls: 2.9146, loss: 2.9146, grad_norm: 2.4521 2020-07-27 00:41:52,281 - mmaction - INFO - Epoch [88][880/3757] lr: 7.411e-02, eta: 6 days, 4:29:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3836, top5_acc: 0.6188, loss_cls: 2.8655, loss: 2.8655, grad_norm: 2.4808 2020-07-27 00:42:08,070 - mmaction - INFO - Epoch [88][900/3757] lr: 7.411e-02, eta: 6 days, 4:29:14, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6211, loss_cls: 2.8160, loss: 2.8160, grad_norm: 2.4756 2020-07-27 00:42:23,848 - mmaction - INFO - Epoch [88][920/3757] lr: 7.411e-02, eta: 6 days, 4:28:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6055, loss_cls: 2.9614, loss: 2.9614, grad_norm: 2.5497 2020-07-27 00:42:39,644 - mmaction - INFO - Epoch [88][940/3757] lr: 7.411e-02, eta: 6 days, 4:28:34, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5984, loss_cls: 3.0755, loss: 3.0755, grad_norm: 2.5560 2020-07-27 00:42:55,472 - mmaction - INFO - Epoch [88][960/3757] lr: 7.411e-02, eta: 6 days, 4:28:14, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6062, loss_cls: 2.9085, loss: 2.9085, grad_norm: 2.4407 2020-07-27 00:43:11,290 - mmaction - INFO - Epoch [88][980/3757] lr: 7.411e-02, eta: 6 days, 4:27:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5984, loss_cls: 2.9612, loss: 2.9612, grad_norm: 2.5082 2020-07-27 00:43:27,063 - mmaction - INFO - Epoch [88][1000/3757] lr: 7.411e-02, eta: 6 days, 4:27:34, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5961, loss_cls: 2.9557, loss: 2.9557, grad_norm: 2.4858 2020-07-27 00:43:42,906 - mmaction - INFO - Epoch [88][1020/3757] lr: 7.411e-02, eta: 6 days, 4:27:14, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6328, loss_cls: 2.8788, loss: 2.8788, grad_norm: 2.4214 2020-07-27 00:43:58,730 - mmaction - INFO - Epoch [88][1040/3757] lr: 7.411e-02, eta: 6 days, 4:26:55, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6047, loss_cls: 3.0075, loss: 3.0075, grad_norm: 2.5277 2020-07-27 00:44:14,424 - mmaction - INFO - Epoch [88][1060/3757] lr: 7.411e-02, eta: 6 days, 4:26:34, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6125, loss_cls: 2.8650, loss: 2.8650, grad_norm: 2.3834 2020-07-27 00:44:30,251 - mmaction - INFO - Epoch [88][1080/3757] lr: 7.411e-02, eta: 6 days, 4:26:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6102, loss_cls: 2.9378, loss: 2.9378, grad_norm: 2.3864 2020-07-27 00:44:46,430 - mmaction - INFO - Epoch [88][1100/3757] lr: 7.411e-02, eta: 6 days, 4:25:56, time: 0.810, data_time: 0.020, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6008, loss_cls: 2.9462, loss: 2.9462, grad_norm: 2.4833 2020-07-27 00:45:02,230 - mmaction - INFO - Epoch [88][1120/3757] lr: 7.411e-02, eta: 6 days, 4:25:36, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6047, loss_cls: 2.8697, loss: 2.8697, grad_norm: 2.4293 2020-07-27 00:45:18,029 - mmaction - INFO - Epoch [88][1140/3757] lr: 7.411e-02, eta: 6 days, 4:25:16, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5820, loss_cls: 3.1251, loss: 3.1251, grad_norm: 2.4740 2020-07-27 00:45:33,927 - mmaction - INFO - Epoch [88][1160/3757] lr: 7.411e-02, eta: 6 days, 4:24:56, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5852, loss_cls: 3.0242, loss: 3.0242, grad_norm: 2.4507 2020-07-27 00:45:49,750 - mmaction - INFO - Epoch [88][1180/3757] lr: 7.411e-02, eta: 6 days, 4:24:37, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5891, loss_cls: 3.0707, loss: 3.0707, grad_norm: 2.5676 2020-07-27 00:46:05,609 - mmaction - INFO - Epoch [88][1200/3757] lr: 7.411e-02, eta: 6 days, 4:24:17, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6023, loss_cls: 2.9608, loss: 2.9608, grad_norm: 2.4180 2020-07-27 00:46:21,390 - mmaction - INFO - Epoch [88][1220/3757] lr: 7.411e-02, eta: 6 days, 4:23:57, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5859, loss_cls: 2.9838, loss: 2.9838, grad_norm: 2.5348 2020-07-27 00:46:37,270 - mmaction - INFO - Epoch [88][1240/3757] lr: 7.411e-02, eta: 6 days, 4:23:37, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5984, loss_cls: 2.9751, loss: 2.9751, grad_norm: 2.4277 2020-07-27 00:46:53,099 - mmaction - INFO - Epoch [88][1260/3757] lr: 7.411e-02, eta: 6 days, 4:23:17, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5977, loss_cls: 3.0056, loss: 3.0056, grad_norm: 2.5314 2020-07-27 00:47:08,938 - mmaction - INFO - Epoch [88][1280/3757] lr: 7.411e-02, eta: 6 days, 4:22:58, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5938, loss_cls: 2.9950, loss: 2.9950, grad_norm: 2.3724 2020-07-27 00:47:24,842 - mmaction - INFO - Epoch [88][1300/3757] lr: 7.411e-02, eta: 6 days, 4:22:38, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6078, loss_cls: 2.9228, loss: 2.9228, grad_norm: 2.3561 2020-07-27 00:47:40,617 - mmaction - INFO - Epoch [88][1320/3757] lr: 7.411e-02, eta: 6 days, 4:22:18, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6023, loss_cls: 2.9545, loss: 2.9545, grad_norm: 2.3774 2020-07-27 00:47:56,435 - mmaction - INFO - Epoch [88][1340/3757] lr: 7.411e-02, eta: 6 days, 4:21:58, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6023, loss_cls: 2.9164, loss: 2.9164, grad_norm: 2.4694 2020-07-27 00:48:12,238 - mmaction - INFO - Epoch [88][1360/3757] lr: 7.411e-02, eta: 6 days, 4:21:39, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5938, loss_cls: 2.9947, loss: 2.9947, grad_norm: 2.5272 2020-07-27 00:48:28,039 - mmaction - INFO - Epoch [88][1380/3757] lr: 7.411e-02, eta: 6 days, 4:21:19, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6242, loss_cls: 2.8569, loss: 2.8569, grad_norm: 2.3627 2020-07-27 00:48:43,788 - mmaction - INFO - Epoch [88][1400/3757] lr: 7.411e-02, eta: 6 days, 4:20:59, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5813, loss_cls: 2.9802, loss: 2.9802, grad_norm: 2.4914 2020-07-27 00:48:59,595 - mmaction - INFO - Epoch [88][1420/3757] lr: 7.411e-02, eta: 6 days, 4:20:39, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5922, loss_cls: 2.9887, loss: 2.9887, grad_norm: 2.4250 2020-07-27 00:49:15,364 - mmaction - INFO - Epoch [88][1440/3757] lr: 7.411e-02, eta: 6 days, 4:20:19, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6250, loss_cls: 2.8740, loss: 2.8740, grad_norm: 2.4784 2020-07-27 00:49:31,480 - mmaction - INFO - Epoch [88][1460/3757] lr: 7.411e-02, eta: 6 days, 4:20:00, time: 0.806, data_time: 0.017, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5984, loss_cls: 2.9881, loss: 2.9881, grad_norm: 2.5300 2020-07-27 00:49:47,246 - mmaction - INFO - Epoch [88][1480/3757] lr: 7.411e-02, eta: 6 days, 4:19:40, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6008, loss_cls: 2.9711, loss: 2.9711, grad_norm: 2.4756 2020-07-27 00:50:03,476 - mmaction - INFO - Epoch [88][1500/3757] lr: 7.411e-02, eta: 6 days, 4:19:21, time: 0.811, data_time: 0.017, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5906, loss_cls: 3.0130, loss: 3.0130, grad_norm: 2.4362 2020-07-27 00:50:19,184 - mmaction - INFO - Epoch [88][1520/3757] lr: 7.411e-02, eta: 6 days, 4:19:01, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5992, loss_cls: 2.9571, loss: 2.9571, grad_norm: 2.3738 2020-07-27 00:50:34,976 - mmaction - INFO - Epoch [88][1540/3757] lr: 7.411e-02, eta: 6 days, 4:18:41, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6047, loss_cls: 2.9013, loss: 2.9013, grad_norm: 2.4557 2020-07-27 00:50:50,790 - mmaction - INFO - Epoch [88][1560/3757] lr: 7.411e-02, eta: 6 days, 4:18:21, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6164, loss_cls: 2.9511, loss: 2.9511, grad_norm: 2.5028 2020-07-27 00:51:06,605 - mmaction - INFO - Epoch [88][1580/3757] lr: 7.411e-02, eta: 6 days, 4:18:02, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5977, loss_cls: 2.9663, loss: 2.9663, grad_norm: 2.4154 2020-07-27 00:51:22,450 - mmaction - INFO - Epoch [88][1600/3757] lr: 7.411e-02, eta: 6 days, 4:17:42, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6227, loss_cls: 2.9087, loss: 2.9087, grad_norm: 2.4406 2020-07-27 00:51:38,209 - mmaction - INFO - Epoch [88][1620/3757] lr: 7.411e-02, eta: 6 days, 4:17:22, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6227, loss_cls: 2.9571, loss: 2.9571, grad_norm: 2.4454 2020-07-27 00:51:53,874 - mmaction - INFO - Epoch [88][1640/3757] lr: 7.411e-02, eta: 6 days, 4:17:02, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6008, loss_cls: 2.9492, loss: 2.9492, grad_norm: 2.5298 2020-07-27 00:52:09,607 - mmaction - INFO - Epoch [88][1660/3757] lr: 7.411e-02, eta: 6 days, 4:16:42, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6000, loss_cls: 2.9409, loss: 2.9409, grad_norm: 2.4741 2020-07-27 00:52:25,510 - mmaction - INFO - Epoch [88][1680/3757] lr: 7.411e-02, eta: 6 days, 4:16:22, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5953, loss_cls: 3.0315, loss: 3.0315, grad_norm: 2.4886 2020-07-27 00:52:41,304 - mmaction - INFO - Epoch [88][1700/3757] lr: 7.411e-02, eta: 6 days, 4:16:02, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5938, loss_cls: 3.0639, loss: 3.0639, grad_norm: 2.4935 2020-07-27 00:52:57,116 - mmaction - INFO - Epoch [88][1720/3757] lr: 7.411e-02, eta: 6 days, 4:15:42, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.6031, loss_cls: 3.0684, loss: 3.0684, grad_norm: 2.4863 2020-07-27 00:53:12,969 - mmaction - INFO - Epoch [88][1740/3757] lr: 7.411e-02, eta: 6 days, 4:15:23, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6172, loss_cls: 2.9064, loss: 2.9064, grad_norm: 2.5176 2020-07-27 00:53:28,775 - mmaction - INFO - Epoch [88][1760/3757] lr: 7.411e-02, eta: 6 days, 4:15:03, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5734, loss_cls: 3.0585, loss: 3.0585, grad_norm: 2.4630 2020-07-27 00:53:44,531 - mmaction - INFO - Epoch [88][1780/3757] lr: 7.411e-02, eta: 6 days, 4:14:43, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6023, loss_cls: 2.9608, loss: 2.9608, grad_norm: 2.4040 2020-07-27 00:54:00,268 - mmaction - INFO - Epoch [88][1800/3757] lr: 7.411e-02, eta: 6 days, 4:14:23, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6055, loss_cls: 2.9250, loss: 2.9250, grad_norm: 2.4601 2020-07-27 00:54:16,135 - mmaction - INFO - Epoch [88][1820/3757] lr: 7.411e-02, eta: 6 days, 4:14:03, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5953, loss_cls: 3.0147, loss: 3.0147, grad_norm: 2.5211 2020-07-27 00:54:32,031 - mmaction - INFO - Epoch [88][1840/3757] lr: 7.411e-02, eta: 6 days, 4:13:43, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6086, loss_cls: 2.9983, loss: 2.9983, grad_norm: 2.4334 2020-07-27 00:54:47,798 - mmaction - INFO - Epoch [88][1860/3757] lr: 7.411e-02, eta: 6 days, 4:13:24, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6258, loss_cls: 2.8569, loss: 2.8569, grad_norm: 2.4185 2020-07-27 00:55:03,768 - mmaction - INFO - Epoch [88][1880/3757] lr: 7.411e-02, eta: 6 days, 4:13:04, time: 0.799, data_time: 0.011, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6062, loss_cls: 2.9675, loss: 2.9675, grad_norm: 2.5069 2020-07-27 00:55:19,443 - mmaction - INFO - Epoch [88][1900/3757] lr: 7.411e-02, eta: 6 days, 4:12:44, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6133, loss_cls: 2.9237, loss: 2.9237, grad_norm: 2.4635 2020-07-27 00:55:35,185 - mmaction - INFO - Epoch [88][1920/3757] lr: 7.411e-02, eta: 6 days, 4:12:24, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6297, loss_cls: 2.9195, loss: 2.9195, grad_norm: 2.5028 2020-07-27 00:55:50,928 - mmaction - INFO - Epoch [88][1940/3757] lr: 7.411e-02, eta: 6 days, 4:12:04, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6375, loss_cls: 2.8192, loss: 2.8192, grad_norm: 2.4467 2020-07-27 00:56:06,731 - mmaction - INFO - Epoch [88][1960/3757] lr: 7.411e-02, eta: 6 days, 4:11:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6148, loss_cls: 2.9262, loss: 2.9262, grad_norm: 2.4390 2020-07-27 00:56:22,493 - mmaction - INFO - Epoch [88][1980/3757] lr: 7.411e-02, eta: 6 days, 4:11:24, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6234, loss_cls: 2.9264, loss: 2.9264, grad_norm: 2.5075 2020-07-27 00:56:38,311 - mmaction - INFO - Epoch [88][2000/3757] lr: 7.411e-02, eta: 6 days, 4:11:04, time: 0.791, data_time: 0.007, memory: 6196, top1_acc: 0.3578, top5_acc: 0.5977, loss_cls: 2.9509, loss: 2.9509, grad_norm: 2.4462 2020-07-27 00:56:54,197 - mmaction - INFO - Epoch [88][2020/3757] lr: 7.411e-02, eta: 6 days, 4:10:45, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5984, loss_cls: 3.0483, loss: 3.0483, grad_norm: 2.5198 2020-07-27 00:57:09,929 - mmaction - INFO - Epoch [88][2040/3757] lr: 7.411e-02, eta: 6 days, 4:10:25, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5914, loss_cls: 2.9737, loss: 2.9737, grad_norm: 2.4197 2020-07-27 00:57:25,682 - mmaction - INFO - Epoch [88][2060/3757] lr: 7.411e-02, eta: 6 days, 4:10:05, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5727, loss_cls: 3.0584, loss: 3.0584, grad_norm: 2.4218 2020-07-27 00:57:41,534 - mmaction - INFO - Epoch [88][2080/3757] lr: 7.411e-02, eta: 6 days, 4:09:45, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6133, loss_cls: 2.9213, loss: 2.9213, grad_norm: 2.4628 2020-07-27 00:57:57,334 - mmaction - INFO - Epoch [88][2100/3757] lr: 7.411e-02, eta: 6 days, 4:09:25, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.6062, loss_cls: 2.9918, loss: 2.9918, grad_norm: 2.4740 2020-07-27 00:58:13,300 - mmaction - INFO - Epoch [88][2120/3757] lr: 7.411e-02, eta: 6 days, 4:09:06, time: 0.798, data_time: 0.011, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6141, loss_cls: 2.9326, loss: 2.9326, grad_norm: 2.5582 2020-07-27 00:58:29,097 - mmaction - INFO - Epoch [88][2140/3757] lr: 7.411e-02, eta: 6 days, 4:08:46, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5750, loss_cls: 3.0654, loss: 3.0654, grad_norm: 2.4557 2020-07-27 00:58:44,851 - mmaction - INFO - Epoch [88][2160/3757] lr: 7.411e-02, eta: 6 days, 4:08:26, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6414, loss_cls: 2.8185, loss: 2.8185, grad_norm: 2.3974 2020-07-27 00:59:00,625 - mmaction - INFO - Epoch [88][2180/3757] lr: 7.411e-02, eta: 6 days, 4:08:06, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3047, top5_acc: 0.5766, loss_cls: 3.1349, loss: 3.1349, grad_norm: 2.5824 2020-07-27 00:59:16,448 - mmaction - INFO - Epoch [88][2200/3757] lr: 7.411e-02, eta: 6 days, 4:07:46, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5844, loss_cls: 3.0742, loss: 3.0742, grad_norm: 2.5205 2020-07-27 00:59:32,231 - mmaction - INFO - Epoch [88][2220/3757] lr: 7.411e-02, eta: 6 days, 4:07:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5813, loss_cls: 3.0459, loss: 3.0459, grad_norm: 2.4809 2020-07-27 00:59:48,275 - mmaction - INFO - Epoch [88][2240/3757] lr: 7.411e-02, eta: 6 days, 4:07:07, time: 0.802, data_time: 0.016, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6000, loss_cls: 3.0028, loss: 3.0028, grad_norm: 2.4039 2020-07-27 01:00:09,175 - mmaction - INFO - Epoch [88][2260/3757] lr: 7.411e-02, eta: 6 days, 4:07:01, time: 1.038, data_time: 0.010, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5805, loss_cls: 3.0417, loss: 3.0417, grad_norm: 2.3825 2020-07-27 01:00:25,006 - mmaction - INFO - Epoch [88][2280/3757] lr: 7.411e-02, eta: 6 days, 4:06:42, time: 0.798, data_time: 0.009, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6047, loss_cls: 2.9904, loss: 2.9904, grad_norm: 2.4214 2020-07-27 01:00:40,797 - mmaction - INFO - Epoch [88][2300/3757] lr: 7.411e-02, eta: 6 days, 4:06:22, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6148, loss_cls: 2.9752, loss: 2.9752, grad_norm: 2.4054 2020-07-27 01:00:56,558 - mmaction - INFO - Epoch [88][2320/3757] lr: 7.411e-02, eta: 6 days, 4:06:02, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6117, loss_cls: 2.8914, loss: 2.8914, grad_norm: 2.4621 2020-07-27 01:01:12,352 - mmaction - INFO - Epoch [88][2340/3757] lr: 7.411e-02, eta: 6 days, 4:05:42, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6242, loss_cls: 2.8397, loss: 2.8397, grad_norm: 2.4714 2020-07-27 01:01:28,062 - mmaction - INFO - Epoch [88][2360/3757] lr: 7.411e-02, eta: 6 days, 4:05:22, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6094, loss_cls: 2.9985, loss: 2.9985, grad_norm: 2.4342 2020-07-27 01:01:43,836 - mmaction - INFO - Epoch [88][2380/3757] lr: 7.411e-02, eta: 6 days, 4:05:02, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.6039, loss_cls: 2.9704, loss: 2.9704, grad_norm: 2.5004 2020-07-27 01:01:59,623 - mmaction - INFO - Epoch [88][2400/3757] lr: 7.411e-02, eta: 6 days, 4:04:43, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6156, loss_cls: 2.8457, loss: 2.8457, grad_norm: 2.4380 2020-07-27 01:02:15,383 - mmaction - INFO - Epoch [88][2420/3757] lr: 7.411e-02, eta: 6 days, 4:04:23, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5953, loss_cls: 2.9851, loss: 2.9851, grad_norm: 2.4744 2020-07-27 01:02:31,212 - mmaction - INFO - Epoch [88][2440/3757] lr: 7.411e-02, eta: 6 days, 4:04:03, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6086, loss_cls: 2.9561, loss: 2.9561, grad_norm: 2.3657 2020-07-27 01:02:47,095 - mmaction - INFO - Epoch [88][2460/3757] lr: 7.411e-02, eta: 6 days, 4:03:43, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5953, loss_cls: 2.9116, loss: 2.9116, grad_norm: 2.4902 2020-07-27 01:03:02,971 - mmaction - INFO - Epoch [88][2480/3757] lr: 7.411e-02, eta: 6 days, 4:03:24, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5766, loss_cls: 3.0631, loss: 3.0631, grad_norm: 2.4869 2020-07-27 01:03:18,663 - mmaction - INFO - Epoch [88][2500/3757] lr: 7.411e-02, eta: 6 days, 4:03:03, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6109, loss_cls: 3.0210, loss: 3.0210, grad_norm: 2.4228 2020-07-27 01:03:34,499 - mmaction - INFO - Epoch [88][2520/3757] lr: 7.411e-02, eta: 6 days, 4:02:44, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6164, loss_cls: 2.9468, loss: 2.9468, grad_norm: 2.4695 2020-07-27 01:03:50,318 - mmaction - INFO - Epoch [88][2540/3757] lr: 7.411e-02, eta: 6 days, 4:02:24, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6000, loss_cls: 2.9602, loss: 2.9602, grad_norm: 2.5098 2020-07-27 01:04:06,151 - mmaction - INFO - Epoch [88][2560/3757] lr: 7.411e-02, eta: 6 days, 4:02:04, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6102, loss_cls: 2.9572, loss: 2.9572, grad_norm: 2.5629 2020-07-27 01:04:22,495 - mmaction - INFO - Epoch [88][2580/3757] lr: 7.411e-02, eta: 6 days, 4:01:46, time: 0.817, data_time: 0.030, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5992, loss_cls: 2.9954, loss: 2.9954, grad_norm: 2.4463 2020-07-27 01:04:38,429 - mmaction - INFO - Epoch [88][2600/3757] lr: 7.411e-02, eta: 6 days, 4:01:26, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 2.9284, loss: 2.9284, grad_norm: 2.4046 2020-07-27 01:04:54,172 - mmaction - INFO - Epoch [88][2620/3757] lr: 7.411e-02, eta: 6 days, 4:01:06, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5859, loss_cls: 2.9686, loss: 2.9686, grad_norm: 2.4434 2020-07-27 01:05:09,975 - mmaction - INFO - Epoch [88][2640/3757] lr: 7.411e-02, eta: 6 days, 4:00:47, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6188, loss_cls: 2.8593, loss: 2.8593, grad_norm: 2.3651 2020-07-27 01:05:25,837 - mmaction - INFO - Epoch [88][2660/3757] lr: 7.411e-02, eta: 6 days, 4:00:27, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6211, loss_cls: 2.8331, loss: 2.8331, grad_norm: 2.4264 2020-07-27 01:05:41,613 - mmaction - INFO - Epoch [88][2680/3757] lr: 7.411e-02, eta: 6 days, 4:00:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5906, loss_cls: 3.0170, loss: 3.0170, grad_norm: 2.5514 2020-07-27 01:05:57,389 - mmaction - INFO - Epoch [88][2700/3757] lr: 7.411e-02, eta: 6 days, 3:59:47, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5852, loss_cls: 3.0544, loss: 3.0544, grad_norm: 2.4818 2020-07-27 01:06:13,220 - mmaction - INFO - Epoch [88][2720/3757] lr: 7.411e-02, eta: 6 days, 3:59:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6180, loss_cls: 2.8392, loss: 2.8392, grad_norm: 2.3574 2020-07-27 01:06:29,471 - mmaction - INFO - Epoch [88][2740/3757] lr: 7.411e-02, eta: 6 days, 3:59:09, time: 0.813, data_time: 0.028, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6117, loss_cls: 2.9129, loss: 2.9129, grad_norm: 2.4471 2020-07-27 01:06:45,425 - mmaction - INFO - Epoch [88][2760/3757] lr: 7.411e-02, eta: 6 days, 3:58:49, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5883, loss_cls: 3.0850, loss: 3.0850, grad_norm: 2.4357 2020-07-27 01:07:01,362 - mmaction - INFO - Epoch [88][2780/3757] lr: 7.411e-02, eta: 6 days, 3:58:30, time: 0.798, data_time: 0.005, memory: 6196, top1_acc: 0.3563, top5_acc: 0.5891, loss_cls: 2.9830, loss: 2.9830, grad_norm: 2.4101 2020-07-27 01:07:17,253 - mmaction - INFO - Epoch [88][2800/3757] lr: 7.411e-02, eta: 6 days, 3:58:10, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6039, loss_cls: 2.8962, loss: 2.8962, grad_norm: 2.4392 2020-07-27 01:07:33,098 - mmaction - INFO - Epoch [88][2820/3757] lr: 7.411e-02, eta: 6 days, 3:57:51, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3148, top5_acc: 0.6000, loss_cls: 3.0191, loss: 3.0191, grad_norm: 2.4510 2020-07-27 01:07:48,860 - mmaction - INFO - Epoch [88][2840/3757] lr: 7.411e-02, eta: 6 days, 3:57:31, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5742, loss_cls: 3.0710, loss: 3.0710, grad_norm: 2.4487 2020-07-27 01:08:04,602 - mmaction - INFO - Epoch [88][2860/3757] lr: 7.411e-02, eta: 6 days, 3:57:11, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6125, loss_cls: 2.9591, loss: 2.9591, grad_norm: 2.4725 2020-07-27 01:08:20,407 - mmaction - INFO - Epoch [88][2880/3757] lr: 7.411e-02, eta: 6 days, 3:56:51, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5961, loss_cls: 3.0355, loss: 3.0355, grad_norm: 2.4253 2020-07-27 01:08:36,182 - mmaction - INFO - Epoch [88][2900/3757] lr: 7.411e-02, eta: 6 days, 3:56:31, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5766, loss_cls: 3.0762, loss: 3.0762, grad_norm: 2.4386 2020-07-27 01:08:51,940 - mmaction - INFO - Epoch [88][2920/3757] lr: 7.411e-02, eta: 6 days, 3:56:11, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5813, loss_cls: 3.0384, loss: 3.0384, grad_norm: 2.4510 2020-07-27 01:09:07,707 - mmaction - INFO - Epoch [88][2940/3757] lr: 7.411e-02, eta: 6 days, 3:55:51, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5930, loss_cls: 2.9614, loss: 2.9614, grad_norm: 2.3763 2020-07-27 01:09:23,531 - mmaction - INFO - Epoch [88][2960/3757] lr: 7.411e-02, eta: 6 days, 3:55:32, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5859, loss_cls: 2.9892, loss: 2.9892, grad_norm: 2.4819 2020-07-27 01:09:39,533 - mmaction - INFO - Epoch [88][2980/3757] lr: 7.411e-02, eta: 6 days, 3:55:12, time: 0.800, data_time: 0.014, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6078, loss_cls: 2.9871, loss: 2.9871, grad_norm: 2.5013 2020-07-27 01:09:55,273 - mmaction - INFO - Epoch [88][3000/3757] lr: 7.411e-02, eta: 6 days, 3:54:52, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5930, loss_cls: 3.0132, loss: 3.0132, grad_norm: 2.3835 2020-07-27 01:10:11,026 - mmaction - INFO - Epoch [88][3020/3757] lr: 7.411e-02, eta: 6 days, 3:54:32, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5820, loss_cls: 3.0680, loss: 3.0680, grad_norm: 2.5260 2020-07-27 01:10:26,806 - mmaction - INFO - Epoch [88][3040/3757] lr: 7.411e-02, eta: 6 days, 3:54:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5867, loss_cls: 3.0204, loss: 3.0204, grad_norm: 2.4434 2020-07-27 01:10:42,627 - mmaction - INFO - Epoch [88][3060/3757] lr: 7.411e-02, eta: 6 days, 3:53:53, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6102, loss_cls: 2.9594, loss: 2.9594, grad_norm: 2.4387 2020-07-27 01:10:58,426 - mmaction - INFO - Epoch [88][3080/3757] lr: 7.411e-02, eta: 6 days, 3:53:33, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5945, loss_cls: 3.0619, loss: 3.0619, grad_norm: 2.5189 2020-07-27 01:11:14,258 - mmaction - INFO - Epoch [88][3100/3757] lr: 7.411e-02, eta: 6 days, 3:53:13, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6188, loss_cls: 2.9030, loss: 2.9030, grad_norm: 2.4253 2020-07-27 01:11:30,004 - mmaction - INFO - Epoch [88][3120/3757] lr: 7.411e-02, eta: 6 days, 3:52:53, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.5953, loss_cls: 2.9653, loss: 2.9653, grad_norm: 2.4989 2020-07-27 01:11:45,825 - mmaction - INFO - Epoch [88][3140/3757] lr: 7.411e-02, eta: 6 days, 3:52:34, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5930, loss_cls: 3.0293, loss: 3.0293, grad_norm: 2.4449 2020-07-27 01:12:01,569 - mmaction - INFO - Epoch [88][3160/3757] lr: 7.411e-02, eta: 6 days, 3:52:14, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5992, loss_cls: 2.9780, loss: 2.9780, grad_norm: 2.4277 2020-07-27 01:12:17,361 - mmaction - INFO - Epoch [88][3180/3757] lr: 7.411e-02, eta: 6 days, 3:51:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6008, loss_cls: 2.9949, loss: 2.9949, grad_norm: 2.4577 2020-07-27 01:12:33,120 - mmaction - INFO - Epoch [88][3200/3757] lr: 7.411e-02, eta: 6 days, 3:51:34, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5961, loss_cls: 2.9610, loss: 2.9610, grad_norm: 2.4204 2020-07-27 01:12:48,882 - mmaction - INFO - Epoch [88][3220/3757] lr: 7.411e-02, eta: 6 days, 3:51:14, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6016, loss_cls: 2.9911, loss: 2.9911, grad_norm: 2.4073 2020-07-27 01:13:04,681 - mmaction - INFO - Epoch [88][3240/3757] lr: 7.411e-02, eta: 6 days, 3:50:54, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6086, loss_cls: 2.9241, loss: 2.9241, grad_norm: 2.4160 2020-07-27 01:13:20,536 - mmaction - INFO - Epoch [88][3260/3757] lr: 7.411e-02, eta: 6 days, 3:50:34, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6000, loss_cls: 3.0037, loss: 3.0037, grad_norm: 2.4218 2020-07-27 01:13:36,356 - mmaction - INFO - Epoch [88][3280/3757] lr: 7.411e-02, eta: 6 days, 3:50:15, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5828, loss_cls: 3.0326, loss: 3.0326, grad_norm: 2.5189 2020-07-27 01:13:52,121 - mmaction - INFO - Epoch [88][3300/3757] lr: 7.411e-02, eta: 6 days, 3:49:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6031, loss_cls: 2.9169, loss: 2.9169, grad_norm: 2.4041 2020-07-27 01:14:07,885 - mmaction - INFO - Epoch [88][3320/3757] lr: 7.411e-02, eta: 6 days, 3:49:35, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6109, loss_cls: 2.9133, loss: 2.9133, grad_norm: 2.5066 2020-07-27 01:14:23,724 - mmaction - INFO - Epoch [88][3340/3757] lr: 7.411e-02, eta: 6 days, 3:49:15, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.0974, loss: 3.0974, grad_norm: 2.4365 2020-07-27 01:14:39,469 - mmaction - INFO - Epoch [88][3360/3757] lr: 7.411e-02, eta: 6 days, 3:48:55, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6195, loss_cls: 2.9083, loss: 2.9083, grad_norm: 2.4299 2020-07-27 01:14:55,149 - mmaction - INFO - Epoch [88][3380/3757] lr: 7.411e-02, eta: 6 days, 3:48:35, time: 0.784, data_time: 0.002, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6008, loss_cls: 2.9857, loss: 2.9857, grad_norm: 2.4530 2020-07-27 01:15:10,872 - mmaction - INFO - Epoch [88][3400/3757] lr: 7.411e-02, eta: 6 days, 3:48:15, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6039, loss_cls: 3.0298, loss: 3.0298, grad_norm: 2.4913 2020-07-27 01:15:26,588 - mmaction - INFO - Epoch [88][3420/3757] lr: 7.411e-02, eta: 6 days, 3:47:55, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5875, loss_cls: 3.0610, loss: 3.0610, grad_norm: 2.3938 2020-07-27 01:15:42,330 - mmaction - INFO - Epoch [88][3440/3757] lr: 7.411e-02, eta: 6 days, 3:47:35, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5938, loss_cls: 3.0257, loss: 3.0257, grad_norm: 2.4053 2020-07-27 01:15:58,139 - mmaction - INFO - Epoch [88][3460/3757] lr: 7.411e-02, eta: 6 days, 3:47:15, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6094, loss_cls: 2.9855, loss: 2.9855, grad_norm: 2.4149 2020-07-27 01:16:13,899 - mmaction - INFO - Epoch [88][3480/3757] lr: 7.411e-02, eta: 6 days, 3:46:55, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5961, loss_cls: 3.0302, loss: 3.0302, grad_norm: 2.4022 2020-07-27 01:16:30,083 - mmaction - INFO - Epoch [88][3500/3757] lr: 7.411e-02, eta: 6 days, 3:46:37, time: 0.809, data_time: 0.022, memory: 6196, top1_acc: 0.3828, top5_acc: 0.6211, loss_cls: 2.8523, loss: 2.8523, grad_norm: 2.4062 2020-07-27 01:16:45,843 - mmaction - INFO - Epoch [88][3520/3757] lr: 7.411e-02, eta: 6 days, 3:46:17, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6000, loss_cls: 2.9668, loss: 2.9668, grad_norm: 2.5047 2020-07-27 01:17:01,553 - mmaction - INFO - Epoch [88][3540/3757] lr: 7.411e-02, eta: 6 days, 3:45:57, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 3.0107, loss: 3.0107, grad_norm: 2.5220 2020-07-27 01:17:17,361 - mmaction - INFO - Epoch [88][3560/3757] lr: 7.411e-02, eta: 6 days, 3:45:37, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5773, loss_cls: 3.0818, loss: 3.0818, grad_norm: 2.5303 2020-07-27 01:17:33,074 - mmaction - INFO - Epoch [88][3580/3757] lr: 7.411e-02, eta: 6 days, 3:45:17, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5828, loss_cls: 2.9837, loss: 2.9837, grad_norm: 2.4093 2020-07-27 01:17:48,906 - mmaction - INFO - Epoch [88][3600/3757] lr: 7.411e-02, eta: 6 days, 3:44:57, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6234, loss_cls: 2.8938, loss: 2.8938, grad_norm: 2.4814 2020-07-27 01:18:05,200 - mmaction - INFO - Epoch [88][3620/3757] lr: 7.411e-02, eta: 6 days, 3:44:39, time: 0.816, data_time: 0.027, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6141, loss_cls: 2.9413, loss: 2.9413, grad_norm: 2.4863 2020-07-27 01:18:21,022 - mmaction - INFO - Epoch [88][3640/3757] lr: 7.411e-02, eta: 6 days, 3:44:19, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5711, loss_cls: 3.1500, loss: 3.1500, grad_norm: 2.5526 2020-07-27 01:18:36,824 - mmaction - INFO - Epoch [88][3660/3757] lr: 7.411e-02, eta: 6 days, 3:43:59, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6008, loss_cls: 3.0314, loss: 3.0314, grad_norm: 2.4157 2020-07-27 01:18:52,620 - mmaction - INFO - Epoch [88][3680/3757] lr: 7.411e-02, eta: 6 days, 3:43:40, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5867, loss_cls: 3.0227, loss: 3.0227, grad_norm: 2.4784 2020-07-27 01:19:08,331 - mmaction - INFO - Epoch [88][3700/3757] lr: 7.411e-02, eta: 6 days, 3:43:19, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6023, loss_cls: 2.9949, loss: 2.9949, grad_norm: 2.4563 2020-07-27 01:19:24,118 - mmaction - INFO - Epoch [88][3720/3757] lr: 7.411e-02, eta: 6 days, 3:43:00, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5883, loss_cls: 2.9847, loss: 2.9847, grad_norm: 2.4802 2020-07-27 01:19:39,889 - mmaction - INFO - Epoch [88][3740/3757] lr: 7.411e-02, eta: 6 days, 3:42:40, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6219, loss_cls: 2.9134, loss: 2.9134, grad_norm: 2.4282 2020-07-27 01:20:00,766 - mmaction - INFO - Saving checkpoint at 88 epochs 2020-07-27 01:23:53,577 - mmaction - INFO - Epoch [89][20/3757] lr: 7.357e-02, eta: 6 days, 3:51:28, time: 11.550, data_time: 10.653, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6094, loss_cls: 2.9092, loss: 2.9092, grad_norm: 2.4864 2020-07-27 01:24:09,381 - mmaction - INFO - Epoch [89][40/3757] lr: 7.357e-02, eta: 6 days, 3:51:08, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5984, loss_cls: 2.9520, loss: 2.9520, grad_norm: 2.4703 2020-07-27 01:24:29,629 - mmaction - INFO - Epoch [89][60/3757] lr: 7.357e-02, eta: 6 days, 3:51:01, time: 1.013, data_time: 0.166, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6227, loss_cls: 2.9303, loss: 2.9303, grad_norm: 2.4485 2020-07-27 01:24:45,846 - mmaction - INFO - Epoch [89][80/3757] lr: 7.357e-02, eta: 6 days, 3:50:42, time: 0.811, data_time: 0.023, memory: 6196, top1_acc: 0.3859, top5_acc: 0.6305, loss_cls: 2.8607, loss: 2.8607, grad_norm: 2.5102 2020-07-27 01:25:01,951 - mmaction - INFO - Epoch [89][100/3757] lr: 7.357e-02, eta: 6 days, 3:50:23, time: 0.805, data_time: 0.021, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5914, loss_cls: 2.9972, loss: 2.9972, grad_norm: 2.6053 2020-07-27 01:25:17,852 - mmaction - INFO - Epoch [89][120/3757] lr: 7.357e-02, eta: 6 days, 3:50:04, time: 0.795, data_time: 0.002, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5898, loss_cls: 3.0524, loss: 3.0524, grad_norm: 2.5590 2020-07-27 01:25:33,641 - mmaction - INFO - Epoch [89][140/3757] lr: 7.357e-02, eta: 6 days, 3:49:44, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5992, loss_cls: 2.9983, loss: 2.9983, grad_norm: 2.5535 2020-07-27 01:25:49,889 - mmaction - INFO - Epoch [89][160/3757] lr: 7.357e-02, eta: 6 days, 3:49:25, time: 0.812, data_time: 0.023, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5969, loss_cls: 3.0134, loss: 3.0134, grad_norm: 2.4007 2020-07-27 01:26:06,138 - mmaction - INFO - Epoch [89][180/3757] lr: 7.357e-02, eta: 6 days, 3:49:06, time: 0.812, data_time: 0.023, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6016, loss_cls: 2.9750, loss: 2.9750, grad_norm: 2.4076 2020-07-27 01:26:22,345 - mmaction - INFO - Epoch [89][200/3757] lr: 7.357e-02, eta: 6 days, 3:48:48, time: 0.809, data_time: 0.016, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6320, loss_cls: 2.8522, loss: 2.8522, grad_norm: 2.4882 2020-07-27 01:26:38,557 - mmaction - INFO - Epoch [89][220/3757] lr: 7.357e-02, eta: 6 days, 3:48:29, time: 0.812, data_time: 0.025, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6188, loss_cls: 2.9378, loss: 2.9378, grad_norm: 2.4913 2020-07-27 01:26:54,351 - mmaction - INFO - Epoch [89][240/3757] lr: 7.357e-02, eta: 6 days, 3:48:09, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6281, loss_cls: 2.8765, loss: 2.8765, grad_norm: 2.4748 2020-07-27 01:27:10,133 - mmaction - INFO - Epoch [89][260/3757] lr: 7.357e-02, eta: 6 days, 3:47:49, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.9053, loss: 2.9053, grad_norm: 2.4647 2020-07-27 01:27:26,213 - mmaction - INFO - Epoch [89][280/3757] lr: 7.357e-02, eta: 6 days, 3:47:30, time: 0.804, data_time: 0.020, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6031, loss_cls: 2.8936, loss: 2.8936, grad_norm: 2.4957 2020-07-27 01:27:42,446 - mmaction - INFO - Epoch [89][300/3757] lr: 7.357e-02, eta: 6 days, 3:47:12, time: 0.812, data_time: 0.024, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5977, loss_cls: 2.9624, loss: 2.9624, grad_norm: 2.4236 2020-07-27 01:27:58,634 - mmaction - INFO - Epoch [89][320/3757] lr: 7.357e-02, eta: 6 days, 3:46:53, time: 0.809, data_time: 0.020, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6258, loss_cls: 2.9269, loss: 2.9269, grad_norm: 2.4202 2020-07-27 01:28:14,784 - mmaction - INFO - Epoch [89][340/3757] lr: 7.357e-02, eta: 6 days, 3:46:34, time: 0.806, data_time: 0.021, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5914, loss_cls: 3.0055, loss: 3.0055, grad_norm: 2.4786 2020-07-27 01:28:30,560 - mmaction - INFO - Epoch [89][360/3757] lr: 7.357e-02, eta: 6 days, 3:46:14, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6203, loss_cls: 2.8730, loss: 2.8730, grad_norm: 2.4463 2020-07-27 01:28:46,580 - mmaction - INFO - Epoch [89][380/3757] lr: 7.357e-02, eta: 6 days, 3:45:55, time: 0.801, data_time: 0.016, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6031, loss_cls: 2.9288, loss: 2.9288, grad_norm: 2.4614 2020-07-27 01:29:02,839 - mmaction - INFO - Epoch [89][400/3757] lr: 7.357e-02, eta: 6 days, 3:45:36, time: 0.813, data_time: 0.023, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.9916, loss: 2.9916, grad_norm: 2.5594 2020-07-27 01:29:18,840 - mmaction - INFO - Epoch [89][420/3757] lr: 7.357e-02, eta: 6 days, 3:45:17, time: 0.800, data_time: 0.014, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6102, loss_cls: 2.9594, loss: 2.9594, grad_norm: 2.5025 2020-07-27 01:29:34,979 - mmaction - INFO - Epoch [89][440/3757] lr: 7.357e-02, eta: 6 days, 3:44:58, time: 0.805, data_time: 0.024, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 2.9000, loss: 2.9000, grad_norm: 2.5036 2020-07-27 01:29:50,831 - mmaction - INFO - Epoch [89][460/3757] lr: 7.357e-02, eta: 6 days, 3:44:38, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5961, loss_cls: 2.9559, loss: 2.9559, grad_norm: 2.4407 2020-07-27 01:30:06,688 - mmaction - INFO - Epoch [89][480/3757] lr: 7.357e-02, eta: 6 days, 3:44:19, time: 0.794, data_time: 0.002, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6047, loss_cls: 2.9603, loss: 2.9603, grad_norm: 2.4480 2020-07-27 01:30:22,427 - mmaction - INFO - Epoch [89][500/3757] lr: 7.357e-02, eta: 6 days, 3:43:59, time: 0.787, data_time: 0.005, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6039, loss_cls: 2.9364, loss: 2.9364, grad_norm: 2.5216 2020-07-27 01:30:38,529 - mmaction - INFO - Epoch [89][520/3757] lr: 7.357e-02, eta: 6 days, 3:43:40, time: 0.805, data_time: 0.018, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6125, loss_cls: 2.9078, loss: 2.9078, grad_norm: 2.5138 2020-07-27 01:30:54,733 - mmaction - INFO - Epoch [89][540/3757] lr: 7.357e-02, eta: 6 days, 3:43:21, time: 0.810, data_time: 0.023, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5883, loss_cls: 3.0133, loss: 3.0133, grad_norm: 2.4986 2020-07-27 01:31:10,858 - mmaction - INFO - Epoch [89][560/3757] lr: 7.357e-02, eta: 6 days, 3:43:02, time: 0.806, data_time: 0.018, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6211, loss_cls: 2.9280, loss: 2.9280, grad_norm: 2.4334 2020-07-27 01:31:26,665 - mmaction - INFO - Epoch [89][580/3757] lr: 7.357e-02, eta: 6 days, 3:42:42, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6164, loss_cls: 2.9239, loss: 2.9239, grad_norm: 2.5012 2020-07-27 01:31:42,485 - mmaction - INFO - Epoch [89][600/3757] lr: 7.357e-02, eta: 6 days, 3:42:22, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6172, loss_cls: 2.8805, loss: 2.8805, grad_norm: 2.5541 2020-07-27 01:31:58,909 - mmaction - INFO - Epoch [89][620/3757] lr: 7.357e-02, eta: 6 days, 3:42:04, time: 0.821, data_time: 0.017, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6156, loss_cls: 2.9500, loss: 2.9500, grad_norm: 2.4635 2020-07-27 01:32:14,889 - mmaction - INFO - Epoch [89][640/3757] lr: 7.357e-02, eta: 6 days, 3:41:45, time: 0.800, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5930, loss_cls: 3.0008, loss: 3.0008, grad_norm: 2.5864 2020-07-27 01:32:30,954 - mmaction - INFO - Epoch [89][660/3757] lr: 7.357e-02, eta: 6 days, 3:41:26, time: 0.803, data_time: 0.016, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5852, loss_cls: 3.0200, loss: 3.0200, grad_norm: 2.4731 2020-07-27 01:32:46,999 - mmaction - INFO - Epoch [89][680/3757] lr: 7.357e-02, eta: 6 days, 3:41:07, time: 0.803, data_time: 0.017, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6094, loss_cls: 3.0266, loss: 3.0266, grad_norm: 2.4378 2020-07-27 01:33:02,863 - mmaction - INFO - Epoch [89][700/3757] lr: 7.357e-02, eta: 6 days, 3:40:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6023, loss_cls: 3.0349, loss: 3.0349, grad_norm: 2.5304 2020-07-27 01:33:18,735 - mmaction - INFO - Epoch [89][720/3757] lr: 7.357e-02, eta: 6 days, 3:40:27, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6031, loss_cls: 2.9767, loss: 2.9767, grad_norm: 2.5085 2020-07-27 01:33:34,461 - mmaction - INFO - Epoch [89][740/3757] lr: 7.357e-02, eta: 6 days, 3:40:07, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6008, loss_cls: 2.9648, loss: 2.9648, grad_norm: 2.4993 2020-07-27 01:33:50,356 - mmaction - INFO - Epoch [89][760/3757] lr: 7.357e-02, eta: 6 days, 3:39:48, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.5852, loss_cls: 2.9937, loss: 2.9937, grad_norm: 2.4585 2020-07-27 01:34:06,165 - mmaction - INFO - Epoch [89][780/3757] lr: 7.357e-02, eta: 6 days, 3:39:28, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6031, loss_cls: 2.9289, loss: 2.9289, grad_norm: 2.4378 2020-07-27 01:34:21,966 - mmaction - INFO - Epoch [89][800/3757] lr: 7.357e-02, eta: 6 days, 3:39:08, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6320, loss_cls: 2.8784, loss: 2.8784, grad_norm: 2.4276 2020-07-27 01:34:37,724 - mmaction - INFO - Epoch [89][820/3757] lr: 7.357e-02, eta: 6 days, 3:38:48, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6070, loss_cls: 2.9563, loss: 2.9563, grad_norm: 2.4837 2020-07-27 01:34:53,580 - mmaction - INFO - Epoch [89][840/3757] lr: 7.357e-02, eta: 6 days, 3:38:29, time: 0.793, data_time: 0.008, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5883, loss_cls: 3.0414, loss: 3.0414, grad_norm: 2.5939 2020-07-27 01:35:09,402 - mmaction - INFO - Epoch [89][860/3757] lr: 7.357e-02, eta: 6 days, 3:38:09, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3844, top5_acc: 0.6328, loss_cls: 2.8205, loss: 2.8205, grad_norm: 2.4739 2020-07-27 01:35:25,223 - mmaction - INFO - Epoch [89][880/3757] lr: 7.357e-02, eta: 6 days, 3:37:49, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6242, loss_cls: 2.8378, loss: 2.8378, grad_norm: 2.4799 2020-07-27 01:35:40,951 - mmaction - INFO - Epoch [89][900/3757] lr: 7.357e-02, eta: 6 days, 3:37:29, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6047, loss_cls: 2.9156, loss: 2.9156, grad_norm: 2.5576 2020-07-27 01:35:56,772 - mmaction - INFO - Epoch [89][920/3757] lr: 7.357e-02, eta: 6 days, 3:37:09, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6008, loss_cls: 2.9775, loss: 2.9775, grad_norm: 2.5536 2020-07-27 01:36:12,566 - mmaction - INFO - Epoch [89][940/3757] lr: 7.357e-02, eta: 6 days, 3:36:49, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5742, loss_cls: 3.0966, loss: 3.0966, grad_norm: 2.5108 2020-07-27 01:36:28,446 - mmaction - INFO - Epoch [89][960/3757] lr: 7.357e-02, eta: 6 days, 3:36:30, time: 0.793, data_time: 0.008, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6086, loss_cls: 2.9610, loss: 2.9610, grad_norm: 2.4737 2020-07-27 01:36:44,224 - mmaction - INFO - Epoch [89][980/3757] lr: 7.357e-02, eta: 6 days, 3:36:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6320, loss_cls: 2.8390, loss: 2.8390, grad_norm: 2.3574 2020-07-27 01:36:59,999 - mmaction - INFO - Epoch [89][1000/3757] lr: 7.357e-02, eta: 6 days, 3:35:50, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6328, loss_cls: 2.8290, loss: 2.8290, grad_norm: 2.4815 2020-07-27 01:37:15,853 - mmaction - INFO - Epoch [89][1020/3757] lr: 7.357e-02, eta: 6 days, 3:35:30, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6047, loss_cls: 2.9512, loss: 2.9512, grad_norm: 2.4855 2020-07-27 01:37:31,656 - mmaction - INFO - Epoch [89][1040/3757] lr: 7.357e-02, eta: 6 days, 3:35:11, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6242, loss_cls: 2.8482, loss: 2.8482, grad_norm: 2.4327 2020-07-27 01:37:47,383 - mmaction - INFO - Epoch [89][1060/3757] lr: 7.357e-02, eta: 6 days, 3:34:51, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5852, loss_cls: 3.0267, loss: 3.0267, grad_norm: 2.6708 2020-07-27 01:38:03,595 - mmaction - INFO - Epoch [89][1080/3757] lr: 7.357e-02, eta: 6 days, 3:34:32, time: 0.811, data_time: 0.026, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5773, loss_cls: 3.0796, loss: 3.0796, grad_norm: 2.5412 2020-07-27 01:38:19,460 - mmaction - INFO - Epoch [89][1100/3757] lr: 7.357e-02, eta: 6 days, 3:34:12, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6039, loss_cls: 2.9281, loss: 2.9281, grad_norm: 2.3950 2020-07-27 01:38:35,288 - mmaction - INFO - Epoch [89][1120/3757] lr: 7.357e-02, eta: 6 days, 3:33:52, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6102, loss_cls: 2.9789, loss: 2.9789, grad_norm: 2.5006 2020-07-27 01:38:51,105 - mmaction - INFO - Epoch [89][1140/3757] lr: 7.357e-02, eta: 6 days, 3:33:33, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5906, loss_cls: 2.9407, loss: 2.9407, grad_norm: 2.4746 2020-07-27 01:39:06,893 - mmaction - INFO - Epoch [89][1160/3757] lr: 7.357e-02, eta: 6 days, 3:33:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3086, top5_acc: 0.5883, loss_cls: 3.0938, loss: 3.0938, grad_norm: 2.5144 2020-07-27 01:39:22,732 - mmaction - INFO - Epoch [89][1180/3757] lr: 7.357e-02, eta: 6 days, 3:32:53, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5922, loss_cls: 2.9910, loss: 2.9910, grad_norm: 2.4528 2020-07-27 01:39:38,541 - mmaction - INFO - Epoch [89][1200/3757] lr: 7.357e-02, eta: 6 days, 3:32:33, time: 0.791, data_time: 0.007, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6094, loss_cls: 2.9136, loss: 2.9136, grad_norm: 2.4044 2020-07-27 01:39:54,373 - mmaction - INFO - Epoch [89][1220/3757] lr: 7.357e-02, eta: 6 days, 3:32:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5914, loss_cls: 3.0120, loss: 3.0120, grad_norm: 2.5005 2020-07-27 01:40:10,159 - mmaction - INFO - Epoch [89][1240/3757] lr: 7.357e-02, eta: 6 days, 3:31:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3141, top5_acc: 0.5727, loss_cls: 3.1291, loss: 3.1291, grad_norm: 2.5024 2020-07-27 01:40:26,052 - mmaction - INFO - Epoch [89][1260/3757] lr: 7.357e-02, eta: 6 days, 3:31:34, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5977, loss_cls: 2.9313, loss: 2.9313, grad_norm: 2.4422 2020-07-27 01:40:41,888 - mmaction - INFO - Epoch [89][1280/3757] lr: 7.357e-02, eta: 6 days, 3:31:14, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5898, loss_cls: 3.0304, loss: 3.0304, grad_norm: 2.5002 2020-07-27 01:40:57,659 - mmaction - INFO - Epoch [89][1300/3757] lr: 7.357e-02, eta: 6 days, 3:30:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6039, loss_cls: 2.9618, loss: 2.9618, grad_norm: 2.4306 2020-07-27 01:41:13,414 - mmaction - INFO - Epoch [89][1320/3757] lr: 7.357e-02, eta: 6 days, 3:30:35, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.8556, loss: 2.8556, grad_norm: 2.4673 2020-07-27 01:41:29,214 - mmaction - INFO - Epoch [89][1340/3757] lr: 7.357e-02, eta: 6 days, 3:30:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5953, loss_cls: 3.0362, loss: 3.0362, grad_norm: 2.5407 2020-07-27 01:41:45,056 - mmaction - INFO - Epoch [89][1360/3757] lr: 7.357e-02, eta: 6 days, 3:29:55, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6164, loss_cls: 2.9168, loss: 2.9168, grad_norm: 2.4486 2020-07-27 01:42:00,867 - mmaction - INFO - Epoch [89][1380/3757] lr: 7.357e-02, eta: 6 days, 3:29:35, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5781, loss_cls: 3.0099, loss: 3.0099, grad_norm: 2.4517 2020-07-27 01:42:16,657 - mmaction - INFO - Epoch [89][1400/3757] lr: 7.357e-02, eta: 6 days, 3:29:15, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5844, loss_cls: 3.0493, loss: 3.0493, grad_norm: 2.4532 2020-07-27 01:42:32,467 - mmaction - INFO - Epoch [89][1420/3757] lr: 7.357e-02, eta: 6 days, 3:28:56, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5758, loss_cls: 3.0123, loss: 3.0123, grad_norm: 2.5094 2020-07-27 01:42:48,196 - mmaction - INFO - Epoch [89][1440/3757] lr: 7.357e-02, eta: 6 days, 3:28:36, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6062, loss_cls: 2.8680, loss: 2.8680, grad_norm: 2.4816 2020-07-27 01:43:03,965 - mmaction - INFO - Epoch [89][1460/3757] lr: 7.357e-02, eta: 6 days, 3:28:16, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5992, loss_cls: 3.0831, loss: 3.0831, grad_norm: 2.4756 2020-07-27 01:43:19,755 - mmaction - INFO - Epoch [89][1480/3757] lr: 7.357e-02, eta: 6 days, 3:27:56, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5977, loss_cls: 3.0458, loss: 3.0458, grad_norm: 2.4497 2020-07-27 01:43:35,512 - mmaction - INFO - Epoch [89][1500/3757] lr: 7.357e-02, eta: 6 days, 3:27:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5914, loss_cls: 3.0118, loss: 3.0118, grad_norm: 2.4249 2020-07-27 01:43:51,306 - mmaction - INFO - Epoch [89][1520/3757] lr: 7.357e-02, eta: 6 days, 3:27:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5844, loss_cls: 2.9746, loss: 2.9746, grad_norm: 2.4229 2020-07-27 01:44:07,056 - mmaction - INFO - Epoch [89][1540/3757] lr: 7.357e-02, eta: 6 days, 3:26:56, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.9139, loss: 2.9139, grad_norm: 2.4469 2020-07-27 01:44:22,813 - mmaction - INFO - Epoch [89][1560/3757] lr: 7.357e-02, eta: 6 days, 3:26:36, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6000, loss_cls: 2.9740, loss: 2.9740, grad_norm: 2.4115 2020-07-27 01:44:38,595 - mmaction - INFO - Epoch [89][1580/3757] lr: 7.357e-02, eta: 6 days, 3:26:17, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6078, loss_cls: 3.0417, loss: 3.0417, grad_norm: 2.5598 2020-07-27 01:44:54,496 - mmaction - INFO - Epoch [89][1600/3757] lr: 7.357e-02, eta: 6 days, 3:25:57, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5883, loss_cls: 3.0330, loss: 3.0330, grad_norm: 2.5115 2020-07-27 01:45:10,577 - mmaction - INFO - Epoch [89][1620/3757] lr: 7.357e-02, eta: 6 days, 3:25:38, time: 0.805, data_time: 0.012, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6031, loss_cls: 2.9254, loss: 2.9254, grad_norm: 2.4391 2020-07-27 01:45:26,342 - mmaction - INFO - Epoch [89][1640/3757] lr: 7.357e-02, eta: 6 days, 3:25:18, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5906, loss_cls: 3.0841, loss: 3.0841, grad_norm: 2.5364 2020-07-27 01:45:42,151 - mmaction - INFO - Epoch [89][1660/3757] lr: 7.357e-02, eta: 6 days, 3:24:58, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6188, loss_cls: 2.8528, loss: 2.8528, grad_norm: 2.4052 2020-07-27 01:45:57,987 - mmaction - INFO - Epoch [89][1680/3757] lr: 7.357e-02, eta: 6 days, 3:24:39, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 2.9431, loss: 2.9431, grad_norm: 2.4397 2020-07-27 01:46:13,729 - mmaction - INFO - Epoch [89][1700/3757] lr: 7.357e-02, eta: 6 days, 3:24:19, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5898, loss_cls: 3.0088, loss: 3.0088, grad_norm: 2.4220 2020-07-27 01:46:29,468 - mmaction - INFO - Epoch [89][1720/3757] lr: 7.357e-02, eta: 6 days, 3:23:59, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6250, loss_cls: 2.9003, loss: 2.9003, grad_norm: 2.3901 2020-07-27 01:46:45,317 - mmaction - INFO - Epoch [89][1740/3757] lr: 7.357e-02, eta: 6 days, 3:23:39, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6367, loss_cls: 2.8468, loss: 2.8468, grad_norm: 2.4618 2020-07-27 01:47:01,455 - mmaction - INFO - Epoch [89][1760/3757] lr: 7.357e-02, eta: 6 days, 3:23:20, time: 0.807, data_time: 0.021, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6039, loss_cls: 2.9922, loss: 2.9922, grad_norm: 2.4428 2020-07-27 01:47:18,174 - mmaction - INFO - Epoch [89][1780/3757] lr: 7.357e-02, eta: 6 days, 3:23:03, time: 0.836, data_time: 0.050, memory: 6196, top1_acc: 0.3648, top5_acc: 0.5945, loss_cls: 2.9344, loss: 2.9344, grad_norm: 2.3784 2020-07-27 01:47:34,260 - mmaction - INFO - Epoch [89][1800/3757] lr: 7.357e-02, eta: 6 days, 3:22:44, time: 0.804, data_time: 0.020, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 3.0036, loss: 3.0036, grad_norm: 2.4253 2020-07-27 01:47:50,459 - mmaction - INFO - Epoch [89][1820/3757] lr: 7.357e-02, eta: 6 days, 3:22:25, time: 0.810, data_time: 0.026, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6258, loss_cls: 2.8850, loss: 2.8850, grad_norm: 2.4439 2020-07-27 01:48:06,737 - mmaction - INFO - Epoch [89][1840/3757] lr: 7.357e-02, eta: 6 days, 3:22:07, time: 0.812, data_time: 0.024, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 3.0055, loss: 3.0055, grad_norm: 2.4991 2020-07-27 01:48:22,487 - mmaction - INFO - Epoch [89][1860/3757] lr: 7.357e-02, eta: 6 days, 3:21:47, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6047, loss_cls: 2.9201, loss: 2.9201, grad_norm: 2.4216 2020-07-27 01:48:38,286 - mmaction - INFO - Epoch [89][1880/3757] lr: 7.357e-02, eta: 6 days, 3:21:27, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5914, loss_cls: 3.0224, loss: 3.0224, grad_norm: 2.5335 2020-07-27 01:48:54,117 - mmaction - INFO - Epoch [89][1900/3757] lr: 7.357e-02, eta: 6 days, 3:21:07, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6047, loss_cls: 2.9631, loss: 2.9631, grad_norm: 2.4974 2020-07-27 01:49:09,968 - mmaction - INFO - Epoch [89][1920/3757] lr: 7.357e-02, eta: 6 days, 3:20:48, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6133, loss_cls: 2.9693, loss: 2.9693, grad_norm: 2.4004 2020-07-27 01:49:25,815 - mmaction - INFO - Epoch [89][1940/3757] lr: 7.357e-02, eta: 6 days, 3:20:28, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6016, loss_cls: 2.9629, loss: 2.9629, grad_norm: 2.4324 2020-07-27 01:49:41,712 - mmaction - INFO - Epoch [89][1960/3757] lr: 7.357e-02, eta: 6 days, 3:20:08, time: 0.795, data_time: 0.002, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5953, loss_cls: 3.0381, loss: 3.0381, grad_norm: 2.4892 2020-07-27 01:49:57,510 - mmaction - INFO - Epoch [89][1980/3757] lr: 7.357e-02, eta: 6 days, 3:19:49, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5914, loss_cls: 2.9611, loss: 2.9611, grad_norm: 2.4707 2020-07-27 01:50:13,356 - mmaction - INFO - Epoch [89][2000/3757] lr: 7.357e-02, eta: 6 days, 3:19:29, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5727, loss_cls: 3.0045, loss: 3.0045, grad_norm: 2.4489 2020-07-27 01:50:29,638 - mmaction - INFO - Epoch [89][2020/3757] lr: 7.357e-02, eta: 6 days, 3:19:11, time: 0.814, data_time: 0.018, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5945, loss_cls: 2.9455, loss: 2.9455, grad_norm: 2.4525 2020-07-27 01:50:45,455 - mmaction - INFO - Epoch [89][2040/3757] lr: 7.357e-02, eta: 6 days, 3:18:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6250, loss_cls: 3.0002, loss: 3.0002, grad_norm: 2.5266 2020-07-27 01:51:01,323 - mmaction - INFO - Epoch [89][2060/3757] lr: 7.357e-02, eta: 6 days, 3:18:31, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6117, loss_cls: 2.9315, loss: 2.9315, grad_norm: 2.4213 2020-07-27 01:51:17,251 - mmaction - INFO - Epoch [89][2080/3757] lr: 7.357e-02, eta: 6 days, 3:18:12, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3828, top5_acc: 0.6250, loss_cls: 2.9097, loss: 2.9097, grad_norm: 2.4355 2020-07-27 01:51:33,092 - mmaction - INFO - Epoch [89][2100/3757] lr: 7.357e-02, eta: 6 days, 3:17:52, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6148, loss_cls: 2.8984, loss: 2.8984, grad_norm: 2.5017 2020-07-27 01:51:48,916 - mmaction - INFO - Epoch [89][2120/3757] lr: 7.357e-02, eta: 6 days, 3:17:32, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.9349, loss: 2.9349, grad_norm: 2.4913 2020-07-27 01:52:04,791 - mmaction - INFO - Epoch [89][2140/3757] lr: 7.357e-02, eta: 6 days, 3:17:13, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.6016, loss_cls: 2.9623, loss: 2.9623, grad_norm: 2.4604 2020-07-27 01:52:20,587 - mmaction - INFO - Epoch [89][2160/3757] lr: 7.357e-02, eta: 6 days, 3:16:53, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5953, loss_cls: 3.0207, loss: 3.0207, grad_norm: 2.4773 2020-07-27 01:52:36,389 - mmaction - INFO - Epoch [89][2180/3757] lr: 7.357e-02, eta: 6 days, 3:16:33, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6031, loss_cls: 2.9825, loss: 2.9825, grad_norm: 2.4393 2020-07-27 01:52:52,234 - mmaction - INFO - Epoch [89][2200/3757] lr: 7.357e-02, eta: 6 days, 3:16:14, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6102, loss_cls: 2.9594, loss: 2.9594, grad_norm: 2.5043 2020-07-27 01:53:08,011 - mmaction - INFO - Epoch [89][2220/3757] lr: 7.357e-02, eta: 6 days, 3:15:54, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6148, loss_cls: 2.9472, loss: 2.9472, grad_norm: 2.5453 2020-07-27 01:53:23,854 - mmaction - INFO - Epoch [89][2240/3757] lr: 7.357e-02, eta: 6 days, 3:15:34, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5852, loss_cls: 3.0005, loss: 3.0005, grad_norm: 2.4461 2020-07-27 01:53:39,658 - mmaction - INFO - Epoch [89][2260/3757] lr: 7.357e-02, eta: 6 days, 3:15:14, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5977, loss_cls: 3.0932, loss: 3.0932, grad_norm: 2.4569 2020-07-27 01:53:55,451 - mmaction - INFO - Epoch [89][2280/3757] lr: 7.357e-02, eta: 6 days, 3:14:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6125, loss_cls: 2.9110, loss: 2.9110, grad_norm: 2.4200 2020-07-27 01:54:11,242 - mmaction - INFO - Epoch [89][2300/3757] lr: 7.357e-02, eta: 6 days, 3:14:35, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.5961, loss_cls: 2.8930, loss: 2.8930, grad_norm: 2.5092 2020-07-27 01:54:27,036 - mmaction - INFO - Epoch [89][2320/3757] lr: 7.357e-02, eta: 6 days, 3:14:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6297, loss_cls: 2.8571, loss: 2.8571, grad_norm: 2.4731 2020-07-27 01:54:42,855 - mmaction - INFO - Epoch [89][2340/3757] lr: 7.357e-02, eta: 6 days, 3:13:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5805, loss_cls: 3.0231, loss: 3.0231, grad_norm: 2.4547 2020-07-27 01:54:58,659 - mmaction - INFO - Epoch [89][2360/3757] lr: 7.357e-02, eta: 6 days, 3:13:35, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6117, loss_cls: 2.9054, loss: 2.9054, grad_norm: 2.4614 2020-07-27 01:55:14,417 - mmaction - INFO - Epoch [89][2380/3757] lr: 7.357e-02, eta: 6 days, 3:13:15, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.5945, loss_cls: 3.0109, loss: 3.0109, grad_norm: 2.4668 2020-07-27 01:55:30,374 - mmaction - INFO - Epoch [89][2400/3757] lr: 7.357e-02, eta: 6 days, 3:12:56, time: 0.798, data_time: 0.010, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6102, loss_cls: 2.9210, loss: 2.9210, grad_norm: 2.5208 2020-07-27 01:55:46,188 - mmaction - INFO - Epoch [89][2420/3757] lr: 7.357e-02, eta: 6 days, 3:12:36, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6047, loss_cls: 2.8882, loss: 2.8882, grad_norm: 2.5017 2020-07-27 01:56:01,977 - mmaction - INFO - Epoch [89][2440/3757] lr: 7.357e-02, eta: 6 days, 3:12:17, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5992, loss_cls: 2.9955, loss: 2.9955, grad_norm: 2.4920 2020-07-27 01:56:17,728 - mmaction - INFO - Epoch [89][2460/3757] lr: 7.357e-02, eta: 6 days, 3:11:57, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6055, loss_cls: 2.9801, loss: 2.9801, grad_norm: 2.4307 2020-07-27 01:56:33,484 - mmaction - INFO - Epoch [89][2480/3757] lr: 7.357e-02, eta: 6 days, 3:11:37, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5789, loss_cls: 2.9883, loss: 2.9883, grad_norm: 2.5139 2020-07-27 01:56:49,280 - mmaction - INFO - Epoch [89][2500/3757] lr: 7.357e-02, eta: 6 days, 3:11:17, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6109, loss_cls: 2.9206, loss: 2.9206, grad_norm: 2.4693 2020-07-27 01:57:05,095 - mmaction - INFO - Epoch [89][2520/3757] lr: 7.357e-02, eta: 6 days, 3:10:57, time: 0.791, data_time: 0.009, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6070, loss_cls: 2.9632, loss: 2.9632, grad_norm: 2.4545 2020-07-27 01:57:20,825 - mmaction - INFO - Epoch [89][2540/3757] lr: 7.357e-02, eta: 6 days, 3:10:37, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5898, loss_cls: 3.0419, loss: 3.0419, grad_norm: 2.5622 2020-07-27 01:57:36,716 - mmaction - INFO - Epoch [89][2560/3757] lr: 7.357e-02, eta: 6 days, 3:10:18, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6266, loss_cls: 2.8917, loss: 2.8917, grad_norm: 2.5060 2020-07-27 01:57:52,848 - mmaction - INFO - Epoch [89][2580/3757] lr: 7.357e-02, eta: 6 days, 3:09:59, time: 0.807, data_time: 0.022, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5984, loss_cls: 2.9905, loss: 2.9905, grad_norm: 2.5535 2020-07-27 01:58:08,978 - mmaction - INFO - Epoch [89][2600/3757] lr: 7.357e-02, eta: 6 days, 3:09:40, time: 0.807, data_time: 0.017, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5961, loss_cls: 3.0341, loss: 3.0341, grad_norm: 2.5215 2020-07-27 01:58:25,125 - mmaction - INFO - Epoch [89][2620/3757] lr: 7.357e-02, eta: 6 days, 3:09:21, time: 0.807, data_time: 0.022, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5984, loss_cls: 2.9879, loss: 2.9879, grad_norm: 2.4977 2020-07-27 01:58:41,222 - mmaction - INFO - Epoch [89][2640/3757] lr: 7.357e-02, eta: 6 days, 3:09:02, time: 0.805, data_time: 0.018, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6000, loss_cls: 2.9898, loss: 2.9898, grad_norm: 2.4663 2020-07-27 01:58:57,022 - mmaction - INFO - Epoch [89][2660/3757] lr: 7.357e-02, eta: 6 days, 3:08:43, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5867, loss_cls: 3.0472, loss: 3.0472, grad_norm: 2.4678 2020-07-27 01:59:12,791 - mmaction - INFO - Epoch [89][2680/3757] lr: 7.357e-02, eta: 6 days, 3:08:23, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5805, loss_cls: 3.0790, loss: 3.0790, grad_norm: 2.4895 2020-07-27 01:59:32,858 - mmaction - INFO - Epoch [89][2700/3757] lr: 7.357e-02, eta: 6 days, 3:08:15, time: 1.003, data_time: 0.206, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5922, loss_cls: 3.0269, loss: 3.0269, grad_norm: 2.4976 2020-07-27 01:59:48,943 - mmaction - INFO - Epoch [89][2720/3757] lr: 7.357e-02, eta: 6 days, 3:07:56, time: 0.804, data_time: 0.017, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 3.0394, loss: 3.0394, grad_norm: 2.4222 2020-07-27 02:00:09,766 - mmaction - INFO - Epoch [89][2740/3757] lr: 7.357e-02, eta: 6 days, 3:07:50, time: 1.039, data_time: 0.022, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6203, loss_cls: 2.8421, loss: 2.8421, grad_norm: 2.4845 2020-07-27 02:00:25,534 - mmaction - INFO - Epoch [89][2760/3757] lr: 7.357e-02, eta: 6 days, 3:07:30, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5961, loss_cls: 2.9997, loss: 2.9997, grad_norm: 2.5482 2020-07-27 02:00:41,331 - mmaction - INFO - Epoch [89][2780/3757] lr: 7.357e-02, eta: 6 days, 3:07:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6078, loss_cls: 2.9698, loss: 2.9698, grad_norm: 2.4660 2020-07-27 02:00:57,473 - mmaction - INFO - Epoch [89][2800/3757] lr: 7.357e-02, eta: 6 days, 3:06:51, time: 0.807, data_time: 0.023, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5641, loss_cls: 3.0904, loss: 3.0904, grad_norm: 2.4240 2020-07-27 02:01:13,896 - mmaction - INFO - Epoch [89][2820/3757] lr: 7.357e-02, eta: 6 days, 3:06:33, time: 0.821, data_time: 0.022, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5859, loss_cls: 3.0401, loss: 3.0401, grad_norm: 2.4116 2020-07-27 02:01:29,680 - mmaction - INFO - Epoch [89][2840/3757] lr: 7.357e-02, eta: 6 days, 3:06:13, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5891, loss_cls: 3.0271, loss: 3.0271, grad_norm: 2.4563 2020-07-27 02:01:45,486 - mmaction - INFO - Epoch [89][2860/3757] lr: 7.357e-02, eta: 6 days, 3:05:54, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6016, loss_cls: 2.9865, loss: 2.9865, grad_norm: 2.4641 2020-07-27 02:02:01,151 - mmaction - INFO - Epoch [89][2880/3757] lr: 7.357e-02, eta: 6 days, 3:05:34, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5867, loss_cls: 3.0415, loss: 3.0415, grad_norm: 2.5102 2020-07-27 02:02:16,959 - mmaction - INFO - Epoch [89][2900/3757] lr: 7.357e-02, eta: 6 days, 3:05:14, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6031, loss_cls: 2.9358, loss: 2.9358, grad_norm: 2.4614 2020-07-27 02:02:32,723 - mmaction - INFO - Epoch [89][2920/3757] lr: 7.357e-02, eta: 6 days, 3:04:54, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5938, loss_cls: 2.9889, loss: 2.9889, grad_norm: 2.4377 2020-07-27 02:02:48,599 - mmaction - INFO - Epoch [89][2940/3757] lr: 7.357e-02, eta: 6 days, 3:04:34, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6078, loss_cls: 2.9287, loss: 2.9287, grad_norm: 2.4462 2020-07-27 02:03:04,437 - mmaction - INFO - Epoch [89][2960/3757] lr: 7.357e-02, eta: 6 days, 3:04:15, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.9694, loss: 2.9694, grad_norm: 2.4404 2020-07-27 02:03:20,259 - mmaction - INFO - Epoch [89][2980/3757] lr: 7.357e-02, eta: 6 days, 3:03:55, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6133, loss_cls: 2.8888, loss: 2.8888, grad_norm: 2.4797 2020-07-27 02:03:36,055 - mmaction - INFO - Epoch [89][3000/3757] lr: 7.357e-02, eta: 6 days, 3:03:35, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6188, loss_cls: 2.8613, loss: 2.8613, grad_norm: 2.4172 2020-07-27 02:03:52,208 - mmaction - INFO - Epoch [89][3020/3757] lr: 7.357e-02, eta: 6 days, 3:03:17, time: 0.808, data_time: 0.019, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5930, loss_cls: 3.0736, loss: 3.0736, grad_norm: 2.4843 2020-07-27 02:04:08,050 - mmaction - INFO - Epoch [89][3040/3757] lr: 7.357e-02, eta: 6 days, 3:02:57, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5789, loss_cls: 3.0370, loss: 3.0370, grad_norm: 2.5323 2020-07-27 02:04:23,865 - mmaction - INFO - Epoch [89][3060/3757] lr: 7.357e-02, eta: 6 days, 3:02:37, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5898, loss_cls: 3.0405, loss: 3.0405, grad_norm: 2.4913 2020-07-27 02:04:39,659 - mmaction - INFO - Epoch [89][3080/3757] lr: 7.357e-02, eta: 6 days, 3:02:17, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6102, loss_cls: 2.9916, loss: 2.9916, grad_norm: 2.4007 2020-07-27 02:04:55,537 - mmaction - INFO - Epoch [89][3100/3757] lr: 7.357e-02, eta: 6 days, 3:01:58, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5961, loss_cls: 3.0155, loss: 3.0155, grad_norm: 2.5167 2020-07-27 02:05:11,359 - mmaction - INFO - Epoch [89][3120/3757] lr: 7.357e-02, eta: 6 days, 3:01:38, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6141, loss_cls: 2.8930, loss: 2.8930, grad_norm: 2.3967 2020-07-27 02:05:27,609 - mmaction - INFO - Epoch [89][3140/3757] lr: 7.357e-02, eta: 6 days, 3:01:20, time: 0.813, data_time: 0.022, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6047, loss_cls: 2.9038, loss: 2.9038, grad_norm: 2.5090 2020-07-27 02:05:43,435 - mmaction - INFO - Epoch [89][3160/3757] lr: 7.357e-02, eta: 6 days, 3:01:00, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6031, loss_cls: 2.9589, loss: 2.9589, grad_norm: 2.4767 2020-07-27 02:05:59,273 - mmaction - INFO - Epoch [89][3180/3757] lr: 7.357e-02, eta: 6 days, 3:00:40, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6039, loss_cls: 2.9304, loss: 2.9304, grad_norm: 2.5005 2020-07-27 02:06:15,132 - mmaction - INFO - Epoch [89][3200/3757] lr: 7.357e-02, eta: 6 days, 3:00:21, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6133, loss_cls: 2.9756, loss: 2.9756, grad_norm: 2.4939 2020-07-27 02:06:30,968 - mmaction - INFO - Epoch [89][3220/3757] lr: 7.357e-02, eta: 6 days, 3:00:01, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6070, loss_cls: 2.9330, loss: 2.9330, grad_norm: 2.4346 2020-07-27 02:06:46,811 - mmaction - INFO - Epoch [89][3240/3757] lr: 7.357e-02, eta: 6 days, 2:59:41, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5781, loss_cls: 3.1506, loss: 3.1506, grad_norm: 2.5030 2020-07-27 02:07:02,633 - mmaction - INFO - Epoch [89][3260/3757] lr: 7.357e-02, eta: 6 days, 2:59:22, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6086, loss_cls: 2.9454, loss: 2.9454, grad_norm: 2.3967 2020-07-27 02:07:19,013 - mmaction - INFO - Epoch [89][3280/3757] lr: 7.357e-02, eta: 6 days, 2:59:04, time: 0.820, data_time: 0.005, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5891, loss_cls: 3.0605, loss: 3.0605, grad_norm: 2.4677 2020-07-27 02:07:35,249 - mmaction - INFO - Epoch [89][3300/3757] lr: 7.357e-02, eta: 6 days, 2:58:45, time: 0.810, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5945, loss_cls: 3.0426, loss: 3.0426, grad_norm: 2.5311 2020-07-27 02:07:51,102 - mmaction - INFO - Epoch [89][3320/3757] lr: 7.357e-02, eta: 6 days, 2:58:25, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6047, loss_cls: 3.0099, loss: 3.0099, grad_norm: 2.4408 2020-07-27 02:08:08,050 - mmaction - INFO - Epoch [89][3340/3757] lr: 7.357e-02, eta: 6 days, 2:58:09, time: 0.847, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5820, loss_cls: 3.0573, loss: 3.0573, grad_norm: 2.4357 2020-07-27 02:08:24,010 - mmaction - INFO - Epoch [89][3360/3757] lr: 7.357e-02, eta: 6 days, 2:57:50, time: 0.799, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6078, loss_cls: 2.9146, loss: 2.9146, grad_norm: 2.4461 2020-07-27 02:08:40,131 - mmaction - INFO - Epoch [89][3380/3757] lr: 7.357e-02, eta: 6 days, 2:57:31, time: 0.806, data_time: 0.014, memory: 6196, top1_acc: 0.3078, top5_acc: 0.5914, loss_cls: 3.0629, loss: 3.0629, grad_norm: 2.4482 2020-07-27 02:08:55,944 - mmaction - INFO - Epoch [89][3400/3757] lr: 7.357e-02, eta: 6 days, 2:57:11, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6219, loss_cls: 2.9181, loss: 2.9181, grad_norm: 2.4219 2020-07-27 02:09:11,752 - mmaction - INFO - Epoch [89][3420/3757] lr: 7.357e-02, eta: 6 days, 2:56:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5930, loss_cls: 2.9001, loss: 2.9001, grad_norm: 2.5211 2020-07-27 02:09:27,571 - mmaction - INFO - Epoch [89][3440/3757] lr: 7.357e-02, eta: 6 days, 2:56:32, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6211, loss_cls: 2.8866, loss: 2.8866, grad_norm: 2.4720 2020-07-27 02:09:43,493 - mmaction - INFO - Epoch [89][3460/3757] lr: 7.357e-02, eta: 6 days, 2:56:12, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6195, loss_cls: 2.8774, loss: 2.8774, grad_norm: 2.4555 2020-07-27 02:09:59,396 - mmaction - INFO - Epoch [89][3480/3757] lr: 7.357e-02, eta: 6 days, 2:55:53, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 3.0279, loss: 3.0279, grad_norm: 2.5721 2020-07-27 02:10:15,225 - mmaction - INFO - Epoch [89][3500/3757] lr: 7.357e-02, eta: 6 days, 2:55:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6180, loss_cls: 2.9467, loss: 2.9467, grad_norm: 2.5229 2020-07-27 02:10:31,071 - mmaction - INFO - Epoch [89][3520/3757] lr: 7.357e-02, eta: 6 days, 2:55:13, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5898, loss_cls: 3.0581, loss: 3.0581, grad_norm: 2.5332 2020-07-27 02:10:46,869 - mmaction - INFO - Epoch [89][3540/3757] lr: 7.357e-02, eta: 6 days, 2:54:54, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6031, loss_cls: 2.9947, loss: 2.9947, grad_norm: 2.4525 2020-07-27 02:11:02,620 - mmaction - INFO - Epoch [89][3560/3757] lr: 7.357e-02, eta: 6 days, 2:54:34, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5922, loss_cls: 3.0752, loss: 3.0752, grad_norm: 2.5264 2020-07-27 02:11:18,434 - mmaction - INFO - Epoch [89][3580/3757] lr: 7.357e-02, eta: 6 days, 2:54:14, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6078, loss_cls: 2.9869, loss: 2.9869, grad_norm: 2.4996 2020-07-27 02:11:34,251 - mmaction - INFO - Epoch [89][3600/3757] lr: 7.357e-02, eta: 6 days, 2:53:54, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5898, loss_cls: 3.0387, loss: 3.0387, grad_norm: 2.4750 2020-07-27 02:11:49,960 - mmaction - INFO - Epoch [89][3620/3757] lr: 7.357e-02, eta: 6 days, 2:53:34, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6016, loss_cls: 2.9616, loss: 2.9616, grad_norm: 2.4800 2020-07-27 02:12:05,716 - mmaction - INFO - Epoch [89][3640/3757] lr: 7.357e-02, eta: 6 days, 2:53:15, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6383, loss_cls: 2.8532, loss: 2.8532, grad_norm: 2.4320 2020-07-27 02:12:21,489 - mmaction - INFO - Epoch [89][3660/3757] lr: 7.357e-02, eta: 6 days, 2:52:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5930, loss_cls: 3.0620, loss: 3.0620, grad_norm: 2.5102 2020-07-27 02:12:37,351 - mmaction - INFO - Epoch [89][3680/3757] lr: 7.357e-02, eta: 6 days, 2:52:35, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5828, loss_cls: 3.0251, loss: 3.0251, grad_norm: 2.3570 2020-07-27 02:12:53,141 - mmaction - INFO - Epoch [89][3700/3757] lr: 7.357e-02, eta: 6 days, 2:52:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5891, loss_cls: 3.0109, loss: 3.0109, grad_norm: 2.4042 2020-07-27 02:13:08,933 - mmaction - INFO - Epoch [89][3720/3757] lr: 7.357e-02, eta: 6 days, 2:51:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5961, loss_cls: 2.9860, loss: 2.9860, grad_norm: 2.3921 2020-07-27 02:13:24,693 - mmaction - INFO - Epoch [89][3740/3757] lr: 7.357e-02, eta: 6 days, 2:51:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5945, loss_cls: 3.0527, loss: 3.0527, grad_norm: 2.5022 2020-07-27 02:17:03,660 - mmaction - INFO - Epoch [90][20/3757] lr: 7.303e-02, eta: 6 days, 2:58:40, time: 9.870, data_time: 8.964, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6172, loss_cls: 2.9357, loss: 2.9357, grad_norm: 2.4821 2020-07-27 02:17:19,553 - mmaction - INFO - Epoch [90][40/3757] lr: 7.303e-02, eta: 6 days, 2:58:20, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6164, loss_cls: 2.9319, loss: 2.9319, grad_norm: 2.4413 2020-07-27 02:17:35,314 - mmaction - INFO - Epoch [90][60/3757] lr: 7.303e-02, eta: 6 days, 2:58:00, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6203, loss_cls: 2.9284, loss: 2.9284, grad_norm: 2.4280 2020-07-27 02:17:51,445 - mmaction - INFO - Epoch [90][80/3757] lr: 7.303e-02, eta: 6 days, 2:57:41, time: 0.806, data_time: 0.022, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6172, loss_cls: 2.9005, loss: 2.9005, grad_norm: 2.4390 2020-07-27 02:18:07,313 - mmaction - INFO - Epoch [90][100/3757] lr: 7.303e-02, eta: 6 days, 2:57:22, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6250, loss_cls: 2.7927, loss: 2.7927, grad_norm: 2.4894 2020-07-27 02:18:23,086 - mmaction - INFO - Epoch [90][120/3757] lr: 7.303e-02, eta: 6 days, 2:57:02, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5922, loss_cls: 3.0622, loss: 3.0622, grad_norm: 2.5325 2020-07-27 02:18:38,905 - mmaction - INFO - Epoch [90][140/3757] lr: 7.303e-02, eta: 6 days, 2:56:42, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6055, loss_cls: 3.0081, loss: 3.0081, grad_norm: 2.4339 2020-07-27 02:18:54,763 - mmaction - INFO - Epoch [90][160/3757] lr: 7.303e-02, eta: 6 days, 2:56:23, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6039, loss_cls: 2.9866, loss: 2.9866, grad_norm: 2.4361 2020-07-27 02:19:10,623 - mmaction - INFO - Epoch [90][180/3757] lr: 7.303e-02, eta: 6 days, 2:56:03, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5914, loss_cls: 3.0477, loss: 3.0477, grad_norm: 2.3946 2020-07-27 02:19:26,516 - mmaction - INFO - Epoch [90][200/3757] lr: 7.303e-02, eta: 6 days, 2:55:43, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6000, loss_cls: 2.9834, loss: 2.9834, grad_norm: 2.5079 2020-07-27 02:19:42,415 - mmaction - INFO - Epoch [90][220/3757] lr: 7.303e-02, eta: 6 days, 2:55:24, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5898, loss_cls: 3.0283, loss: 3.0283, grad_norm: 2.4550 2020-07-27 02:19:58,155 - mmaction - INFO - Epoch [90][240/3757] lr: 7.303e-02, eta: 6 days, 2:55:04, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5984, loss_cls: 2.9357, loss: 2.9357, grad_norm: 2.4467 2020-07-27 02:20:13,928 - mmaction - INFO - Epoch [90][260/3757] lr: 7.303e-02, eta: 6 days, 2:54:44, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6383, loss_cls: 2.8374, loss: 2.8374, grad_norm: 2.5501 2020-07-27 02:20:29,655 - mmaction - INFO - Epoch [90][280/3757] lr: 7.303e-02, eta: 6 days, 2:54:24, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5914, loss_cls: 3.0071, loss: 3.0071, grad_norm: 2.4840 2020-07-27 02:20:45,479 - mmaction - INFO - Epoch [90][300/3757] lr: 7.303e-02, eta: 6 days, 2:54:04, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5992, loss_cls: 2.9572, loss: 2.9572, grad_norm: 2.4265 2020-07-27 02:21:01,366 - mmaction - INFO - Epoch [90][320/3757] lr: 7.303e-02, eta: 6 days, 2:53:45, time: 0.796, data_time: 0.010, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6070, loss_cls: 2.8882, loss: 2.8882, grad_norm: 2.4463 2020-07-27 02:21:17,241 - mmaction - INFO - Epoch [90][340/3757] lr: 7.303e-02, eta: 6 days, 2:53:25, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6180, loss_cls: 2.9214, loss: 2.9214, grad_norm: 2.4578 2020-07-27 02:21:32,971 - mmaction - INFO - Epoch [90][360/3757] lr: 7.303e-02, eta: 6 days, 2:53:05, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3828, top5_acc: 0.6227, loss_cls: 2.8322, loss: 2.8322, grad_norm: 2.4705 2020-07-27 02:21:48,777 - mmaction - INFO - Epoch [90][380/3757] lr: 7.303e-02, eta: 6 days, 2:52:46, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6047, loss_cls: 2.9365, loss: 2.9365, grad_norm: 2.4176 2020-07-27 02:22:04,661 - mmaction - INFO - Epoch [90][400/3757] lr: 7.303e-02, eta: 6 days, 2:52:26, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6078, loss_cls: 2.9417, loss: 2.9417, grad_norm: 2.4406 2020-07-27 02:22:20,428 - mmaction - INFO - Epoch [90][420/3757] lr: 7.303e-02, eta: 6 days, 2:52:06, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3594, top5_acc: 0.5945, loss_cls: 2.9272, loss: 2.9272, grad_norm: 2.4919 2020-07-27 02:22:36,198 - mmaction - INFO - Epoch [90][440/3757] lr: 7.303e-02, eta: 6 days, 2:51:46, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6250, loss_cls: 2.8572, loss: 2.8572, grad_norm: 2.4608 2020-07-27 02:22:52,042 - mmaction - INFO - Epoch [90][460/3757] lr: 7.303e-02, eta: 6 days, 2:51:27, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5961, loss_cls: 2.9513, loss: 2.9513, grad_norm: 2.4735 2020-07-27 02:23:07,835 - mmaction - INFO - Epoch [90][480/3757] lr: 7.303e-02, eta: 6 days, 2:51:07, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0120, loss: 3.0120, grad_norm: 2.4463 2020-07-27 02:23:23,591 - mmaction - INFO - Epoch [90][500/3757] lr: 7.303e-02, eta: 6 days, 2:50:47, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6211, loss_cls: 2.9424, loss: 2.9424, grad_norm: 2.4839 2020-07-27 02:23:39,398 - mmaction - INFO - Epoch [90][520/3757] lr: 7.303e-02, eta: 6 days, 2:50:27, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.5992, loss_cls: 2.9869, loss: 2.9869, grad_norm: 2.5105 2020-07-27 02:23:55,235 - mmaction - INFO - Epoch [90][540/3757] lr: 7.303e-02, eta: 6 days, 2:50:08, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.6102, loss_cls: 2.9281, loss: 2.9281, grad_norm: 2.4362 2020-07-27 02:24:11,088 - mmaction - INFO - Epoch [90][560/3757] lr: 7.303e-02, eta: 6 days, 2:49:48, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6039, loss_cls: 2.9197, loss: 2.9197, grad_norm: 2.4914 2020-07-27 02:24:26,969 - mmaction - INFO - Epoch [90][580/3757] lr: 7.303e-02, eta: 6 days, 2:49:28, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5836, loss_cls: 3.0130, loss: 3.0130, grad_norm: 2.4594 2020-07-27 02:24:42,781 - mmaction - INFO - Epoch [90][600/3757] lr: 7.303e-02, eta: 6 days, 2:49:09, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6289, loss_cls: 2.8229, loss: 2.8229, grad_norm: 2.4096 2020-07-27 02:24:58,569 - mmaction - INFO - Epoch [90][620/3757] lr: 7.303e-02, eta: 6 days, 2:48:49, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5914, loss_cls: 3.0422, loss: 3.0422, grad_norm: 2.4607 2020-07-27 02:25:14,879 - mmaction - INFO - Epoch [90][640/3757] lr: 7.303e-02, eta: 6 days, 2:48:30, time: 0.814, data_time: 0.024, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6039, loss_cls: 2.9549, loss: 2.9549, grad_norm: 2.4648 2020-07-27 02:25:30,658 - mmaction - INFO - Epoch [90][660/3757] lr: 7.303e-02, eta: 6 days, 2:48:11, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5875, loss_cls: 3.0317, loss: 3.0317, grad_norm: 2.5256 2020-07-27 02:25:46,495 - mmaction - INFO - Epoch [90][680/3757] lr: 7.303e-02, eta: 6 days, 2:47:51, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6016, loss_cls: 2.9464, loss: 2.9464, grad_norm: 2.4882 2020-07-27 02:26:02,231 - mmaction - INFO - Epoch [90][700/3757] lr: 7.303e-02, eta: 6 days, 2:47:31, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5992, loss_cls: 2.9354, loss: 2.9354, grad_norm: 2.4639 2020-07-27 02:26:18,063 - mmaction - INFO - Epoch [90][720/3757] lr: 7.303e-02, eta: 6 days, 2:47:11, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 3.0069, loss: 3.0069, grad_norm: 2.4323 2020-07-27 02:26:33,937 - mmaction - INFO - Epoch [90][740/3757] lr: 7.303e-02, eta: 6 days, 2:46:52, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5953, loss_cls: 2.9809, loss: 2.9809, grad_norm: 2.4433 2020-07-27 02:26:49,709 - mmaction - INFO - Epoch [90][760/3757] lr: 7.303e-02, eta: 6 days, 2:46:32, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5961, loss_cls: 2.9812, loss: 2.9812, grad_norm: 2.5046 2020-07-27 02:27:05,469 - mmaction - INFO - Epoch [90][780/3757] lr: 7.303e-02, eta: 6 days, 2:46:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5836, loss_cls: 3.0424, loss: 3.0424, grad_norm: 2.5223 2020-07-27 02:27:21,347 - mmaction - INFO - Epoch [90][800/3757] lr: 7.303e-02, eta: 6 days, 2:45:52, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6109, loss_cls: 3.0008, loss: 3.0008, grad_norm: 2.5416 2020-07-27 02:27:37,048 - mmaction - INFO - Epoch [90][820/3757] lr: 7.303e-02, eta: 6 days, 2:45:32, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.9667, loss: 2.9667, grad_norm: 2.4656 2020-07-27 02:27:52,834 - mmaction - INFO - Epoch [90][840/3757] lr: 7.303e-02, eta: 6 days, 2:45:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5922, loss_cls: 3.0494, loss: 3.0494, grad_norm: 2.5158 2020-07-27 02:28:08,591 - mmaction - INFO - Epoch [90][860/3757] lr: 7.303e-02, eta: 6 days, 2:44:53, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6055, loss_cls: 2.9772, loss: 2.9772, grad_norm: 2.4202 2020-07-27 02:28:24,693 - mmaction - INFO - Epoch [90][880/3757] lr: 7.303e-02, eta: 6 days, 2:44:34, time: 0.806, data_time: 0.020, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5969, loss_cls: 2.9874, loss: 2.9874, grad_norm: 2.4641 2020-07-27 02:28:40,541 - mmaction - INFO - Epoch [90][900/3757] lr: 7.303e-02, eta: 6 days, 2:44:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6148, loss_cls: 2.9538, loss: 2.9538, grad_norm: 2.4968 2020-07-27 02:28:56,326 - mmaction - INFO - Epoch [90][920/3757] lr: 7.303e-02, eta: 6 days, 2:43:54, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6055, loss_cls: 3.0269, loss: 3.0269, grad_norm: 2.5334 2020-07-27 02:29:12,156 - mmaction - INFO - Epoch [90][940/3757] lr: 7.303e-02, eta: 6 days, 2:43:35, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6062, loss_cls: 2.8878, loss: 2.8878, grad_norm: 2.4814 2020-07-27 02:29:27,940 - mmaction - INFO - Epoch [90][960/3757] lr: 7.303e-02, eta: 6 days, 2:43:15, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6000, loss_cls: 2.9982, loss: 2.9982, grad_norm: 2.4775 2020-07-27 02:29:44,498 - mmaction - INFO - Epoch [90][980/3757] lr: 7.303e-02, eta: 6 days, 2:42:57, time: 0.828, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.5930, loss_cls: 3.0442, loss: 3.0442, grad_norm: 2.4316 2020-07-27 02:30:00,283 - mmaction - INFO - Epoch [90][1000/3757] lr: 7.303e-02, eta: 6 days, 2:42:37, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6078, loss_cls: 2.9070, loss: 2.9070, grad_norm: 2.4625 2020-07-27 02:30:16,846 - mmaction - INFO - Epoch [90][1020/3757] lr: 7.303e-02, eta: 6 days, 2:42:20, time: 0.828, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5836, loss_cls: 3.0437, loss: 3.0437, grad_norm: 2.4399 2020-07-27 02:30:37,541 - mmaction - INFO - Epoch [90][1040/3757] lr: 7.303e-02, eta: 6 days, 2:42:13, time: 1.035, data_time: 0.002, memory: 6196, top1_acc: 0.3820, top5_acc: 0.6328, loss_cls: 2.8252, loss: 2.8252, grad_norm: 2.4789 2020-07-27 02:30:53,369 - mmaction - INFO - Epoch [90][1060/3757] lr: 7.303e-02, eta: 6 days, 2:41:54, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6086, loss_cls: 2.9640, loss: 2.9640, grad_norm: 2.5432 2020-07-27 02:31:10,131 - mmaction - INFO - Epoch [90][1080/3757] lr: 7.303e-02, eta: 6 days, 2:41:37, time: 0.838, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5898, loss_cls: 3.0567, loss: 3.0567, grad_norm: 2.4927 2020-07-27 02:31:25,813 - mmaction - INFO - Epoch [90][1100/3757] lr: 7.303e-02, eta: 6 days, 2:41:16, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6047, loss_cls: 2.9058, loss: 2.9058, grad_norm: 2.4552 2020-07-27 02:31:41,599 - mmaction - INFO - Epoch [90][1120/3757] lr: 7.303e-02, eta: 6 days, 2:40:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6156, loss_cls: 2.8506, loss: 2.8506, grad_norm: 2.4795 2020-07-27 02:31:57,431 - mmaction - INFO - Epoch [90][1140/3757] lr: 7.303e-02, eta: 6 days, 2:40:37, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6164, loss_cls: 2.9114, loss: 2.9114, grad_norm: 2.5037 2020-07-27 02:32:13,220 - mmaction - INFO - Epoch [90][1160/3757] lr: 7.303e-02, eta: 6 days, 2:40:17, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6188, loss_cls: 2.9352, loss: 2.9352, grad_norm: 2.5940 2020-07-27 02:32:29,058 - mmaction - INFO - Epoch [90][1180/3757] lr: 7.303e-02, eta: 6 days, 2:39:58, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5969, loss_cls: 3.0061, loss: 3.0061, grad_norm: 2.5031 2020-07-27 02:32:44,899 - mmaction - INFO - Epoch [90][1200/3757] lr: 7.303e-02, eta: 6 days, 2:39:38, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5859, loss_cls: 2.9506, loss: 2.9506, grad_norm: 2.4338 2020-07-27 02:33:00,706 - mmaction - INFO - Epoch [90][1220/3757] lr: 7.303e-02, eta: 6 days, 2:39:18, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5992, loss_cls: 2.9671, loss: 2.9671, grad_norm: 2.5118 2020-07-27 02:33:16,493 - mmaction - INFO - Epoch [90][1240/3757] lr: 7.303e-02, eta: 6 days, 2:38:58, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5969, loss_cls: 2.9480, loss: 2.9480, grad_norm: 2.4805 2020-07-27 02:33:32,265 - mmaction - INFO - Epoch [90][1260/3757] lr: 7.303e-02, eta: 6 days, 2:38:39, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5781, loss_cls: 3.0308, loss: 3.0308, grad_norm: 2.4614 2020-07-27 02:33:48,165 - mmaction - INFO - Epoch [90][1280/3757] lr: 7.303e-02, eta: 6 days, 2:38:19, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3836, top5_acc: 0.6273, loss_cls: 2.7809, loss: 2.7809, grad_norm: 2.4439 2020-07-27 02:34:03,973 - mmaction - INFO - Epoch [90][1300/3757] lr: 7.303e-02, eta: 6 days, 2:37:59, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6109, loss_cls: 2.9769, loss: 2.9769, grad_norm: 2.5153 2020-07-27 02:34:19,741 - mmaction - INFO - Epoch [90][1320/3757] lr: 7.303e-02, eta: 6 days, 2:37:40, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5789, loss_cls: 3.0752, loss: 3.0752, grad_norm: 2.5022 2020-07-27 02:34:35,541 - mmaction - INFO - Epoch [90][1340/3757] lr: 7.303e-02, eta: 6 days, 2:37:20, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6148, loss_cls: 2.9191, loss: 2.9191, grad_norm: 2.4470 2020-07-27 02:34:51,340 - mmaction - INFO - Epoch [90][1360/3757] lr: 7.303e-02, eta: 6 days, 2:37:00, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5938, loss_cls: 2.9760, loss: 2.9760, grad_norm: 2.4701 2020-07-27 02:35:07,165 - mmaction - INFO - Epoch [90][1380/3757] lr: 7.303e-02, eta: 6 days, 2:36:40, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6031, loss_cls: 2.9951, loss: 2.9951, grad_norm: 2.5309 2020-07-27 02:35:22,844 - mmaction - INFO - Epoch [90][1400/3757] lr: 7.303e-02, eta: 6 days, 2:36:20, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 2.8889, loss: 2.8889, grad_norm: 2.4865 2020-07-27 02:35:38,611 - mmaction - INFO - Epoch [90][1420/3757] lr: 7.303e-02, eta: 6 days, 2:36:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6016, loss_cls: 2.9450, loss: 2.9450, grad_norm: 2.4635 2020-07-27 02:35:54,443 - mmaction - INFO - Epoch [90][1440/3757] lr: 7.303e-02, eta: 6 days, 2:35:41, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5969, loss_cls: 2.9841, loss: 2.9841, grad_norm: 2.5726 2020-07-27 02:36:10,382 - mmaction - INFO - Epoch [90][1460/3757] lr: 7.303e-02, eta: 6 days, 2:35:21, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6281, loss_cls: 2.8510, loss: 2.8510, grad_norm: 2.4741 2020-07-27 02:36:26,147 - mmaction - INFO - Epoch [90][1480/3757] lr: 7.303e-02, eta: 6 days, 2:35:02, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6055, loss_cls: 2.8967, loss: 2.8967, grad_norm: 2.5311 2020-07-27 02:36:42,251 - mmaction - INFO - Epoch [90][1500/3757] lr: 7.303e-02, eta: 6 days, 2:34:43, time: 0.805, data_time: 0.018, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6133, loss_cls: 2.9332, loss: 2.9332, grad_norm: 2.5511 2020-07-27 02:36:58,601 - mmaction - INFO - Epoch [90][1520/3757] lr: 7.303e-02, eta: 6 days, 2:34:24, time: 0.818, data_time: 0.022, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6062, loss_cls: 2.9411, loss: 2.9411, grad_norm: 2.4835 2020-07-27 02:37:14,332 - mmaction - INFO - Epoch [90][1540/3757] lr: 7.303e-02, eta: 6 days, 2:34:05, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6047, loss_cls: 2.9358, loss: 2.9358, grad_norm: 2.4717 2020-07-27 02:37:30,347 - mmaction - INFO - Epoch [90][1560/3757] lr: 7.303e-02, eta: 6 days, 2:33:45, time: 0.800, data_time: 0.015, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5938, loss_cls: 2.9526, loss: 2.9526, grad_norm: 2.5120 2020-07-27 02:37:46,161 - mmaction - INFO - Epoch [90][1580/3757] lr: 7.303e-02, eta: 6 days, 2:33:26, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5875, loss_cls: 3.0009, loss: 3.0009, grad_norm: 2.4758 2020-07-27 02:38:02,027 - mmaction - INFO - Epoch [90][1600/3757] lr: 7.303e-02, eta: 6 days, 2:33:06, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5773, loss_cls: 3.0452, loss: 3.0452, grad_norm: 2.4960 2020-07-27 02:38:18,204 - mmaction - INFO - Epoch [90][1620/3757] lr: 7.303e-02, eta: 6 days, 2:32:47, time: 0.809, data_time: 0.023, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6195, loss_cls: 2.9051, loss: 2.9051, grad_norm: 2.4908 2020-07-27 02:38:34,313 - mmaction - INFO - Epoch [90][1640/3757] lr: 7.303e-02, eta: 6 days, 2:32:28, time: 0.806, data_time: 0.021, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6039, loss_cls: 2.9763, loss: 2.9763, grad_norm: 2.5023 2020-07-27 02:38:50,457 - mmaction - INFO - Epoch [90][1660/3757] lr: 7.303e-02, eta: 6 days, 2:32:10, time: 0.807, data_time: 0.023, memory: 6196, top1_acc: 0.3609, top5_acc: 0.5906, loss_cls: 3.0006, loss: 3.0006, grad_norm: 2.4237 2020-07-27 02:39:06,591 - mmaction - INFO - Epoch [90][1680/3757] lr: 7.303e-02, eta: 6 days, 2:31:51, time: 0.805, data_time: 0.018, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6023, loss_cls: 2.9728, loss: 2.9728, grad_norm: 2.4668 2020-07-27 02:39:22,348 - mmaction - INFO - Epoch [90][1700/3757] lr: 7.303e-02, eta: 6 days, 2:31:31, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5891, loss_cls: 3.0101, loss: 3.0101, grad_norm: 2.4906 2020-07-27 02:39:38,130 - mmaction - INFO - Epoch [90][1720/3757] lr: 7.303e-02, eta: 6 days, 2:31:11, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6125, loss_cls: 2.9387, loss: 2.9387, grad_norm: 2.4815 2020-07-27 02:39:53,926 - mmaction - INFO - Epoch [90][1740/3757] lr: 7.303e-02, eta: 6 days, 2:30:51, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6156, loss_cls: 2.8988, loss: 2.8988, grad_norm: 2.4678 2020-07-27 02:40:14,015 - mmaction - INFO - Epoch [90][1760/3757] lr: 7.303e-02, eta: 6 days, 2:30:43, time: 1.005, data_time: 0.036, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5906, loss_cls: 3.0253, loss: 3.0253, grad_norm: 2.5118 2020-07-27 02:40:32,750 - mmaction - INFO - Epoch [90][1780/3757] lr: 7.303e-02, eta: 6 days, 2:30:32, time: 0.937, data_time: 0.140, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6148, loss_cls: 2.9146, loss: 2.9146, grad_norm: 2.4600 2020-07-27 02:40:48,776 - mmaction - INFO - Epoch [90][1800/3757] lr: 7.303e-02, eta: 6 days, 2:30:12, time: 0.801, data_time: 0.014, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6094, loss_cls: 2.9787, loss: 2.9787, grad_norm: 2.5241 2020-07-27 02:41:04,997 - mmaction - INFO - Epoch [90][1820/3757] lr: 7.303e-02, eta: 6 days, 2:29:54, time: 0.811, data_time: 0.024, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5945, loss_cls: 2.9727, loss: 2.9727, grad_norm: 2.5588 2020-07-27 02:41:21,042 - mmaction - INFO - Epoch [90][1840/3757] lr: 7.303e-02, eta: 6 days, 2:29:35, time: 0.803, data_time: 0.016, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6102, loss_cls: 2.9615, loss: 2.9615, grad_norm: 2.4574 2020-07-27 02:41:36,991 - mmaction - INFO - Epoch [90][1860/3757] lr: 7.303e-02, eta: 6 days, 2:29:15, time: 0.797, data_time: 0.010, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5961, loss_cls: 2.9659, loss: 2.9659, grad_norm: 2.5134 2020-07-27 02:41:53,306 - mmaction - INFO - Epoch [90][1880/3757] lr: 7.303e-02, eta: 6 days, 2:28:57, time: 0.816, data_time: 0.018, memory: 6196, top1_acc: 0.3641, top5_acc: 0.5891, loss_cls: 2.9803, loss: 2.9803, grad_norm: 2.4237 2020-07-27 02:42:09,684 - mmaction - INFO - Epoch [90][1900/3757] lr: 7.303e-02, eta: 6 days, 2:28:39, time: 0.818, data_time: 0.023, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6047, loss_cls: 2.9551, loss: 2.9551, grad_norm: 2.4385 2020-07-27 02:42:25,536 - mmaction - INFO - Epoch [90][1920/3757] lr: 7.303e-02, eta: 6 days, 2:28:19, time: 0.793, data_time: 0.006, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6234, loss_cls: 2.8251, loss: 2.8251, grad_norm: 2.4357 2020-07-27 02:42:41,273 - mmaction - INFO - Epoch [90][1940/3757] lr: 7.303e-02, eta: 6 days, 2:27:59, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6414, loss_cls: 2.8382, loss: 2.8382, grad_norm: 2.5304 2020-07-27 02:42:57,041 - mmaction - INFO - Epoch [90][1960/3757] lr: 7.303e-02, eta: 6 days, 2:27:40, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5906, loss_cls: 3.0165, loss: 3.0165, grad_norm: 2.5263 2020-07-27 02:43:12,843 - mmaction - INFO - Epoch [90][1980/3757] lr: 7.303e-02, eta: 6 days, 2:27:20, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6031, loss_cls: 2.9792, loss: 2.9792, grad_norm: 2.4603 2020-07-27 02:43:28,701 - mmaction - INFO - Epoch [90][2000/3757] lr: 7.303e-02, eta: 6 days, 2:27:00, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5930, loss_cls: 2.9763, loss: 2.9763, grad_norm: 2.5138 2020-07-27 02:43:44,482 - mmaction - INFO - Epoch [90][2020/3757] lr: 7.303e-02, eta: 6 days, 2:26:41, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6031, loss_cls: 2.9451, loss: 2.9451, grad_norm: 2.5017 2020-07-27 02:44:00,342 - mmaction - INFO - Epoch [90][2040/3757] lr: 7.303e-02, eta: 6 days, 2:26:21, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6070, loss_cls: 2.9235, loss: 2.9235, grad_norm: 2.4523 2020-07-27 02:44:16,614 - mmaction - INFO - Epoch [90][2060/3757] lr: 7.303e-02, eta: 6 days, 2:26:03, time: 0.815, data_time: 0.030, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5977, loss_cls: 2.9879, loss: 2.9879, grad_norm: 2.5437 2020-07-27 02:44:32,363 - mmaction - INFO - Epoch [90][2080/3757] lr: 7.303e-02, eta: 6 days, 2:25:43, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5719, loss_cls: 3.0577, loss: 3.0577, grad_norm: 2.4490 2020-07-27 02:44:48,136 - mmaction - INFO - Epoch [90][2100/3757] lr: 7.303e-02, eta: 6 days, 2:25:23, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6141, loss_cls: 2.9065, loss: 2.9065, grad_norm: 2.4476 2020-07-27 02:45:03,996 - mmaction - INFO - Epoch [90][2120/3757] lr: 7.303e-02, eta: 6 days, 2:25:03, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6148, loss_cls: 3.0060, loss: 3.0060, grad_norm: 2.5504 2020-07-27 02:45:19,684 - mmaction - INFO - Epoch [90][2140/3757] lr: 7.303e-02, eta: 6 days, 2:24:43, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5852, loss_cls: 3.0500, loss: 3.0500, grad_norm: 2.4573 2020-07-27 02:45:35,535 - mmaction - INFO - Epoch [90][2160/3757] lr: 7.303e-02, eta: 6 days, 2:24:24, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6078, loss_cls: 2.9284, loss: 2.9284, grad_norm: 2.5549 2020-07-27 02:45:51,346 - mmaction - INFO - Epoch [90][2180/3757] lr: 7.303e-02, eta: 6 days, 2:24:04, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6117, loss_cls: 2.9106, loss: 2.9106, grad_norm: 2.4724 2020-07-27 02:46:07,205 - mmaction - INFO - Epoch [90][2200/3757] lr: 7.303e-02, eta: 6 days, 2:23:44, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6000, loss_cls: 3.0168, loss: 3.0168, grad_norm: 2.5763 2020-07-27 02:46:23,015 - mmaction - INFO - Epoch [90][2220/3757] lr: 7.303e-02, eta: 6 days, 2:23:25, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5930, loss_cls: 2.9897, loss: 2.9897, grad_norm: 2.4826 2020-07-27 02:46:38,840 - mmaction - INFO - Epoch [90][2240/3757] lr: 7.303e-02, eta: 6 days, 2:23:05, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5898, loss_cls: 3.0652, loss: 3.0652, grad_norm: 2.4889 2020-07-27 02:46:54,660 - mmaction - INFO - Epoch [90][2260/3757] lr: 7.303e-02, eta: 6 days, 2:22:45, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5914, loss_cls: 3.0236, loss: 3.0236, grad_norm: 2.4565 2020-07-27 02:47:10,438 - mmaction - INFO - Epoch [90][2280/3757] lr: 7.303e-02, eta: 6 days, 2:22:26, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5953, loss_cls: 2.9984, loss: 2.9984, grad_norm: 2.4499 2020-07-27 02:47:26,222 - mmaction - INFO - Epoch [90][2300/3757] lr: 7.303e-02, eta: 6 days, 2:22:06, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 2.9133, loss: 2.9133, grad_norm: 2.4742 2020-07-27 02:47:42,097 - mmaction - INFO - Epoch [90][2320/3757] lr: 7.303e-02, eta: 6 days, 2:21:46, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6008, loss_cls: 2.9554, loss: 2.9554, grad_norm: 2.4794 2020-07-27 02:47:57,891 - mmaction - INFO - Epoch [90][2340/3757] lr: 7.303e-02, eta: 6 days, 2:21:27, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6008, loss_cls: 2.9284, loss: 2.9284, grad_norm: 2.5016 2020-07-27 02:48:13,696 - mmaction - INFO - Epoch [90][2360/3757] lr: 7.303e-02, eta: 6 days, 2:21:07, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6055, loss_cls: 3.0224, loss: 3.0224, grad_norm: 2.4316 2020-07-27 02:48:29,479 - mmaction - INFO - Epoch [90][2380/3757] lr: 7.303e-02, eta: 6 days, 2:20:47, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5961, loss_cls: 2.9729, loss: 2.9729, grad_norm: 2.4762 2020-07-27 02:48:45,345 - mmaction - INFO - Epoch [90][2400/3757] lr: 7.303e-02, eta: 6 days, 2:20:28, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6117, loss_cls: 2.8926, loss: 2.8926, grad_norm: 2.4781 2020-07-27 02:49:01,133 - mmaction - INFO - Epoch [90][2420/3757] lr: 7.303e-02, eta: 6 days, 2:20:08, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5961, loss_cls: 2.9812, loss: 2.9812, grad_norm: 2.4789 2020-07-27 02:49:16,903 - mmaction - INFO - Epoch [90][2440/3757] lr: 7.303e-02, eta: 6 days, 2:19:48, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6086, loss_cls: 2.9498, loss: 2.9498, grad_norm: 2.5234 2020-07-27 02:49:32,753 - mmaction - INFO - Epoch [90][2460/3757] lr: 7.303e-02, eta: 6 days, 2:19:29, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5992, loss_cls: 3.0285, loss: 3.0285, grad_norm: 2.5064 2020-07-27 02:49:48,534 - mmaction - INFO - Epoch [90][2480/3757] lr: 7.303e-02, eta: 6 days, 2:19:09, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6039, loss_cls: 3.0188, loss: 3.0188, grad_norm: 2.4910 2020-07-27 02:50:04,318 - mmaction - INFO - Epoch [90][2500/3757] lr: 7.303e-02, eta: 6 days, 2:18:49, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6211, loss_cls: 2.8822, loss: 2.8822, grad_norm: 2.5444 2020-07-27 02:50:20,001 - mmaction - INFO - Epoch [90][2520/3757] lr: 7.303e-02, eta: 6 days, 2:18:29, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6023, loss_cls: 2.9912, loss: 2.9912, grad_norm: 2.4570 2020-07-27 02:50:35,801 - mmaction - INFO - Epoch [90][2540/3757] lr: 7.303e-02, eta: 6 days, 2:18:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6180, loss_cls: 2.8939, loss: 2.8939, grad_norm: 2.4517 2020-07-27 02:50:51,599 - mmaction - INFO - Epoch [90][2560/3757] lr: 7.303e-02, eta: 6 days, 2:17:50, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6156, loss_cls: 2.8930, loss: 2.8930, grad_norm: 2.4531 2020-07-27 02:51:07,429 - mmaction - INFO - Epoch [90][2580/3757] lr: 7.303e-02, eta: 6 days, 2:17:30, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6070, loss_cls: 2.9546, loss: 2.9546, grad_norm: 2.4768 2020-07-27 02:51:23,573 - mmaction - INFO - Epoch [90][2600/3757] lr: 7.303e-02, eta: 6 days, 2:17:11, time: 0.806, data_time: 0.017, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 3.0099, loss: 3.0099, grad_norm: 2.4930 2020-07-27 02:51:39,319 - mmaction - INFO - Epoch [90][2620/3757] lr: 7.303e-02, eta: 6 days, 2:16:51, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6062, loss_cls: 2.9344, loss: 2.9344, grad_norm: 2.4904 2020-07-27 02:51:55,130 - mmaction - INFO - Epoch [90][2640/3757] lr: 7.303e-02, eta: 6 days, 2:16:32, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5953, loss_cls: 2.9709, loss: 2.9709, grad_norm: 2.4546 2020-07-27 02:52:10,887 - mmaction - INFO - Epoch [90][2660/3757] lr: 7.303e-02, eta: 6 days, 2:16:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6055, loss_cls: 2.8979, loss: 2.8979, grad_norm: 2.4304 2020-07-27 02:52:26,638 - mmaction - INFO - Epoch [90][2680/3757] lr: 7.303e-02, eta: 6 days, 2:15:52, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6320, loss_cls: 2.8986, loss: 2.8986, grad_norm: 2.5446 2020-07-27 02:52:42,391 - mmaction - INFO - Epoch [90][2700/3757] lr: 7.303e-02, eta: 6 days, 2:15:32, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5742, loss_cls: 3.0287, loss: 3.0287, grad_norm: 2.4489 2020-07-27 02:52:58,142 - mmaction - INFO - Epoch [90][2720/3757] lr: 7.303e-02, eta: 6 days, 2:15:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6242, loss_cls: 2.8498, loss: 2.8498, grad_norm: 2.4142 2020-07-27 02:53:13,929 - mmaction - INFO - Epoch [90][2740/3757] lr: 7.303e-02, eta: 6 days, 2:14:53, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6094, loss_cls: 3.0033, loss: 3.0033, grad_norm: 2.3975 2020-07-27 02:53:29,769 - mmaction - INFO - Epoch [90][2760/3757] lr: 7.303e-02, eta: 6 days, 2:14:33, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6016, loss_cls: 3.0438, loss: 3.0438, grad_norm: 2.4445 2020-07-27 02:53:45,521 - mmaction - INFO - Epoch [90][2780/3757] lr: 7.303e-02, eta: 6 days, 2:14:13, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6016, loss_cls: 2.9279, loss: 2.9279, grad_norm: 2.4725 2020-07-27 02:54:01,359 - mmaction - INFO - Epoch [90][2800/3757] lr: 7.303e-02, eta: 6 days, 2:13:54, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.6055, loss_cls: 3.0042, loss: 3.0042, grad_norm: 2.4583 2020-07-27 02:54:17,217 - mmaction - INFO - Epoch [90][2820/3757] lr: 7.303e-02, eta: 6 days, 2:13:34, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5828, loss_cls: 3.0402, loss: 3.0402, grad_norm: 2.4050 2020-07-27 02:54:32,898 - mmaction - INFO - Epoch [90][2840/3757] lr: 7.303e-02, eta: 6 days, 2:13:14, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5945, loss_cls: 3.0032, loss: 3.0032, grad_norm: 2.4361 2020-07-27 02:54:48,728 - mmaction - INFO - Epoch [90][2860/3757] lr: 7.303e-02, eta: 6 days, 2:12:54, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5961, loss_cls: 2.9794, loss: 2.9794, grad_norm: 2.4069 2020-07-27 02:55:04,528 - mmaction - INFO - Epoch [90][2880/3757] lr: 7.303e-02, eta: 6 days, 2:12:35, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6141, loss_cls: 2.9479, loss: 2.9479, grad_norm: 2.4720 2020-07-27 02:55:20,294 - mmaction - INFO - Epoch [90][2900/3757] lr: 7.303e-02, eta: 6 days, 2:12:15, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5984, loss_cls: 2.9855, loss: 2.9855, grad_norm: 2.5618 2020-07-27 02:55:36,331 - mmaction - INFO - Epoch [90][2920/3757] lr: 7.303e-02, eta: 6 days, 2:11:56, time: 0.802, data_time: 0.016, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6117, loss_cls: 2.9540, loss: 2.9540, grad_norm: 2.4704 2020-07-27 02:55:52,470 - mmaction - INFO - Epoch [90][2940/3757] lr: 7.303e-02, eta: 6 days, 2:11:37, time: 0.807, data_time: 0.023, memory: 6196, top1_acc: 0.3578, top5_acc: 0.5984, loss_cls: 2.9774, loss: 2.9774, grad_norm: 2.4158 2020-07-27 02:56:08,579 - mmaction - INFO - Epoch [90][2960/3757] lr: 7.303e-02, eta: 6 days, 2:11:18, time: 0.806, data_time: 0.016, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6102, loss_cls: 2.9682, loss: 2.9682, grad_norm: 2.4810 2020-07-27 02:56:24,331 - mmaction - INFO - Epoch [90][2980/3757] lr: 7.303e-02, eta: 6 days, 2:10:58, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6156, loss_cls: 2.8817, loss: 2.8817, grad_norm: 2.4596 2020-07-27 02:56:40,085 - mmaction - INFO - Epoch [90][3000/3757] lr: 7.303e-02, eta: 6 days, 2:10:39, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6109, loss_cls: 2.9775, loss: 2.9775, grad_norm: 2.5637 2020-07-27 02:56:56,331 - mmaction - INFO - Epoch [90][3020/3757] lr: 7.303e-02, eta: 6 days, 2:10:20, time: 0.813, data_time: 0.023, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6031, loss_cls: 2.9543, loss: 2.9543, grad_norm: 2.4152 2020-07-27 02:57:12,073 - mmaction - INFO - Epoch [90][3040/3757] lr: 7.303e-02, eta: 6 days, 2:10:00, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5844, loss_cls: 2.9958, loss: 2.9958, grad_norm: 2.4395 2020-07-27 02:57:28,179 - mmaction - INFO - Epoch [90][3060/3757] lr: 7.303e-02, eta: 6 days, 2:09:41, time: 0.804, data_time: 0.016, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6086, loss_cls: 2.9859, loss: 2.9859, grad_norm: 2.4716 2020-07-27 02:57:44,290 - mmaction - INFO - Epoch [90][3080/3757] lr: 7.303e-02, eta: 6 days, 2:09:22, time: 0.807, data_time: 0.022, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6258, loss_cls: 2.9152, loss: 2.9152, grad_norm: 2.5164 2020-07-27 02:58:00,380 - mmaction - INFO - Epoch [90][3100/3757] lr: 7.303e-02, eta: 6 days, 2:09:04, time: 0.804, data_time: 0.018, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5906, loss_cls: 3.0423, loss: 3.0423, grad_norm: 2.5478 2020-07-27 02:58:16,660 - mmaction - INFO - Epoch [90][3120/3757] lr: 7.303e-02, eta: 6 days, 2:08:45, time: 0.815, data_time: 0.024, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6086, loss_cls: 2.9368, loss: 2.9368, grad_norm: 2.5259 2020-07-27 02:58:32,797 - mmaction - INFO - Epoch [90][3140/3757] lr: 7.303e-02, eta: 6 days, 2:08:26, time: 0.806, data_time: 0.020, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5867, loss_cls: 3.0523, loss: 3.0523, grad_norm: 2.5153 2020-07-27 02:58:49,015 - mmaction - INFO - Epoch [90][3160/3757] lr: 7.303e-02, eta: 6 days, 2:08:08, time: 0.811, data_time: 0.025, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5961, loss_cls: 3.0174, loss: 3.0174, grad_norm: 2.4645 2020-07-27 02:59:05,135 - mmaction - INFO - Epoch [90][3180/3757] lr: 7.303e-02, eta: 6 days, 2:07:49, time: 0.806, data_time: 0.020, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6047, loss_cls: 2.9727, loss: 2.9727, grad_norm: 2.5663 2020-07-27 02:59:21,271 - mmaction - INFO - Epoch [90][3200/3757] lr: 7.303e-02, eta: 6 days, 2:07:30, time: 0.807, data_time: 0.021, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6156, loss_cls: 2.9587, loss: 2.9587, grad_norm: 2.4955 2020-07-27 02:59:37,354 - mmaction - INFO - Epoch [90][3220/3757] lr: 7.303e-02, eta: 6 days, 2:07:11, time: 0.804, data_time: 0.016, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5875, loss_cls: 3.0370, loss: 3.0370, grad_norm: 2.4210 2020-07-27 02:59:53,474 - mmaction - INFO - Epoch [90][3240/3757] lr: 7.303e-02, eta: 6 days, 2:06:52, time: 0.806, data_time: 0.022, memory: 6196, top1_acc: 0.3680, top5_acc: 0.5977, loss_cls: 2.9370, loss: 2.9370, grad_norm: 2.4494 2020-07-27 03:00:14,847 - mmaction - INFO - Epoch [90][3260/3757] lr: 7.303e-02, eta: 6 days, 2:06:47, time: 1.063, data_time: 0.016, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6094, loss_cls: 2.9972, loss: 2.9972, grad_norm: 2.5111 2020-07-27 03:00:31,194 - mmaction - INFO - Epoch [90][3280/3757] lr: 7.303e-02, eta: 6 days, 2:06:30, time: 0.823, data_time: 0.033, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6031, loss_cls: 2.9719, loss: 2.9719, grad_norm: 2.5404 2020-07-27 03:00:47,209 - mmaction - INFO - Epoch [90][3300/3757] lr: 7.303e-02, eta: 6 days, 2:06:10, time: 0.800, data_time: 0.012, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5820, loss_cls: 3.0413, loss: 3.0413, grad_norm: 2.4963 2020-07-27 03:01:02,928 - mmaction - INFO - Epoch [90][3320/3757] lr: 7.303e-02, eta: 6 days, 2:05:51, time: 0.786, data_time: 0.005, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6055, loss_cls: 2.9053, loss: 2.9053, grad_norm: 2.4674 2020-07-27 03:01:18,671 - mmaction - INFO - Epoch [90][3340/3757] lr: 7.303e-02, eta: 6 days, 2:05:31, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5930, loss_cls: 2.9914, loss: 2.9914, grad_norm: 2.5454 2020-07-27 03:01:34,414 - mmaction - INFO - Epoch [90][3360/3757] lr: 7.303e-02, eta: 6 days, 2:05:11, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6078, loss_cls: 2.9776, loss: 2.9776, grad_norm: 2.4642 2020-07-27 03:01:50,217 - mmaction - INFO - Epoch [90][3380/3757] lr: 7.303e-02, eta: 6 days, 2:04:51, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5969, loss_cls: 2.9671, loss: 2.9671, grad_norm: 2.4560 2020-07-27 03:02:06,035 - mmaction - INFO - Epoch [90][3400/3757] lr: 7.303e-02, eta: 6 days, 2:04:32, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6219, loss_cls: 2.8985, loss: 2.8985, grad_norm: 2.4361 2020-07-27 03:02:21,876 - mmaction - INFO - Epoch [90][3420/3757] lr: 7.303e-02, eta: 6 days, 2:04:12, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6234, loss_cls: 2.8732, loss: 2.8732, grad_norm: 2.4352 2020-07-27 03:02:37,695 - mmaction - INFO - Epoch [90][3440/3757] lr: 7.303e-02, eta: 6 days, 2:03:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6109, loss_cls: 2.9765, loss: 2.9765, grad_norm: 2.4601 2020-07-27 03:02:53,435 - mmaction - INFO - Epoch [90][3460/3757] lr: 7.303e-02, eta: 6 days, 2:03:32, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6172, loss_cls: 2.8623, loss: 2.8623, grad_norm: 2.4519 2020-07-27 03:03:09,250 - mmaction - INFO - Epoch [90][3480/3757] lr: 7.303e-02, eta: 6 days, 2:03:13, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6047, loss_cls: 2.9336, loss: 2.9336, grad_norm: 2.4877 2020-07-27 03:03:25,529 - mmaction - INFO - Epoch [90][3500/3757] lr: 7.303e-02, eta: 6 days, 2:02:54, time: 0.814, data_time: 0.028, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6102, loss_cls: 2.8711, loss: 2.8711, grad_norm: 2.4485 2020-07-27 03:03:41,381 - mmaction - INFO - Epoch [90][3520/3757] lr: 7.303e-02, eta: 6 days, 2:02:35, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5961, loss_cls: 3.0241, loss: 3.0241, grad_norm: 2.5452 2020-07-27 03:03:57,199 - mmaction - INFO - Epoch [90][3540/3757] lr: 7.303e-02, eta: 6 days, 2:02:15, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5906, loss_cls: 2.9951, loss: 2.9951, grad_norm: 2.4390 2020-07-27 03:04:12,989 - mmaction - INFO - Epoch [90][3560/3757] lr: 7.303e-02, eta: 6 days, 2:01:56, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.5977, loss_cls: 3.0106, loss: 3.0106, grad_norm: 2.5014 2020-07-27 03:04:28,832 - mmaction - INFO - Epoch [90][3580/3757] lr: 7.303e-02, eta: 6 days, 2:01:36, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3820, top5_acc: 0.6258, loss_cls: 2.8532, loss: 2.8532, grad_norm: 2.4222 2020-07-27 03:04:44,571 - mmaction - INFO - Epoch [90][3600/3757] lr: 7.303e-02, eta: 6 days, 2:01:16, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6148, loss_cls: 2.9347, loss: 2.9347, grad_norm: 2.4946 2020-07-27 03:05:00,601 - mmaction - INFO - Epoch [90][3620/3757] lr: 7.303e-02, eta: 6 days, 2:00:57, time: 0.801, data_time: 0.012, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5914, loss_cls: 3.0596, loss: 3.0596, grad_norm: 2.5062 2020-07-27 03:05:16,391 - mmaction - INFO - Epoch [90][3640/3757] lr: 7.303e-02, eta: 6 days, 2:00:37, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5820, loss_cls: 3.0898, loss: 3.0898, grad_norm: 2.4554 2020-07-27 03:05:32,119 - mmaction - INFO - Epoch [90][3660/3757] lr: 7.303e-02, eta: 6 days, 2:00:18, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6039, loss_cls: 3.0001, loss: 3.0001, grad_norm: 2.5191 2020-07-27 03:05:47,905 - mmaction - INFO - Epoch [90][3680/3757] lr: 7.303e-02, eta: 6 days, 1:59:58, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6109, loss_cls: 2.9388, loss: 2.9388, grad_norm: 2.4070 2020-07-27 03:06:03,725 - mmaction - INFO - Epoch [90][3700/3757] lr: 7.303e-02, eta: 6 days, 1:59:38, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6070, loss_cls: 2.9545, loss: 2.9545, grad_norm: 2.4380 2020-07-27 03:06:19,518 - mmaction - INFO - Epoch [90][3720/3757] lr: 7.303e-02, eta: 6 days, 1:59:18, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5781, loss_cls: 3.0624, loss: 3.0624, grad_norm: 2.4718 2020-07-27 03:06:35,515 - mmaction - INFO - Epoch [90][3740/3757] lr: 7.303e-02, eta: 6 days, 1:58:59, time: 0.799, data_time: 0.013, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5922, loss_cls: 2.9929, loss: 2.9929, grad_norm: 2.5046 2020-07-27 03:10:02,613 - mmaction - INFO - Epoch [91][20/3757] lr: 7.248e-02, eta: 6 days, 2:05:22, time: 9.298, data_time: 8.430, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5953, loss_cls: 2.9456, loss: 2.9456, grad_norm: 2.4210 2020-07-27 03:10:18,356 - mmaction - INFO - Epoch [91][40/3757] lr: 7.248e-02, eta: 6 days, 2:05:03, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 3.0001, loss: 3.0001, grad_norm: 2.4846 2020-07-27 03:10:34,179 - mmaction - INFO - Epoch [91][60/3757] lr: 7.248e-02, eta: 6 days, 2:04:43, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6078, loss_cls: 2.9256, loss: 2.9256, grad_norm: 2.5357 2020-07-27 03:10:49,955 - mmaction - INFO - Epoch [91][80/3757] lr: 7.248e-02, eta: 6 days, 2:04:23, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6016, loss_cls: 3.0217, loss: 3.0217, grad_norm: 2.5412 2020-07-27 03:11:05,770 - mmaction - INFO - Epoch [91][100/3757] lr: 7.248e-02, eta: 6 days, 2:04:03, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5961, loss_cls: 2.9419, loss: 2.9419, grad_norm: 2.5600 2020-07-27 03:11:21,569 - mmaction - INFO - Epoch [91][120/3757] lr: 7.248e-02, eta: 6 days, 2:03:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5898, loss_cls: 2.9822, loss: 2.9822, grad_norm: 2.4534 2020-07-27 03:11:37,324 - mmaction - INFO - Epoch [91][140/3757] lr: 7.248e-02, eta: 6 days, 2:03:24, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6094, loss_cls: 2.9313, loss: 2.9313, grad_norm: 2.4513 2020-07-27 03:11:53,161 - mmaction - INFO - Epoch [91][160/3757] lr: 7.248e-02, eta: 6 days, 2:03:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6086, loss_cls: 2.8749, loss: 2.8749, grad_norm: 2.3940 2020-07-27 03:12:08,967 - mmaction - INFO - Epoch [91][180/3757] lr: 7.248e-02, eta: 6 days, 2:02:45, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6148, loss_cls: 2.9172, loss: 2.9172, grad_norm: 2.4871 2020-07-27 03:12:24,832 - mmaction - INFO - Epoch [91][200/3757] lr: 7.248e-02, eta: 6 days, 2:02:25, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6047, loss_cls: 3.0184, loss: 3.0184, grad_norm: 2.4200 2020-07-27 03:12:40,527 - mmaction - INFO - Epoch [91][220/3757] lr: 7.248e-02, eta: 6 days, 2:02:05, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3891, top5_acc: 0.6336, loss_cls: 2.7919, loss: 2.7919, grad_norm: 2.3957 2020-07-27 03:12:56,367 - mmaction - INFO - Epoch [91][240/3757] lr: 7.248e-02, eta: 6 days, 2:01:45, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.5953, loss_cls: 2.9522, loss: 2.9522, grad_norm: 2.5144 2020-07-27 03:13:12,109 - mmaction - INFO - Epoch [91][260/3757] lr: 7.248e-02, eta: 6 days, 2:01:26, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6109, loss_cls: 2.9124, loss: 2.9124, grad_norm: 2.4600 2020-07-27 03:13:27,912 - mmaction - INFO - Epoch [91][280/3757] lr: 7.248e-02, eta: 6 days, 2:01:06, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5914, loss_cls: 2.9600, loss: 2.9600, grad_norm: 2.5051 2020-07-27 03:13:43,731 - mmaction - INFO - Epoch [91][300/3757] lr: 7.248e-02, eta: 6 days, 2:00:46, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6211, loss_cls: 2.9180, loss: 2.9180, grad_norm: 2.5108 2020-07-27 03:13:59,636 - mmaction - INFO - Epoch [91][320/3757] lr: 7.248e-02, eta: 6 days, 2:00:27, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5742, loss_cls: 3.1392, loss: 3.1392, grad_norm: 2.5804 2020-07-27 03:14:15,865 - mmaction - INFO - Epoch [91][340/3757] lr: 7.248e-02, eta: 6 days, 2:00:08, time: 0.811, data_time: 0.022, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6133, loss_cls: 2.9714, loss: 2.9714, grad_norm: 2.5314 2020-07-27 03:14:31,659 - mmaction - INFO - Epoch [91][360/3757] lr: 7.248e-02, eta: 6 days, 1:59:49, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6016, loss_cls: 2.9378, loss: 2.9378, grad_norm: 2.4739 2020-07-27 03:14:47,566 - mmaction - INFO - Epoch [91][380/3757] lr: 7.248e-02, eta: 6 days, 1:59:29, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6180, loss_cls: 2.9033, loss: 2.9033, grad_norm: 2.4294 2020-07-27 03:15:03,407 - mmaction - INFO - Epoch [91][400/3757] lr: 7.248e-02, eta: 6 days, 1:59:09, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5820, loss_cls: 3.0113, loss: 3.0113, grad_norm: 2.4490 2020-07-27 03:15:19,128 - mmaction - INFO - Epoch [91][420/3757] lr: 7.248e-02, eta: 6 days, 1:58:50, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5773, loss_cls: 3.0667, loss: 3.0667, grad_norm: 2.5222 2020-07-27 03:15:34,932 - mmaction - INFO - Epoch [91][440/3757] lr: 7.248e-02, eta: 6 days, 1:58:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5906, loss_cls: 3.0321, loss: 3.0321, grad_norm: 2.4852 2020-07-27 03:15:50,801 - mmaction - INFO - Epoch [91][460/3757] lr: 7.248e-02, eta: 6 days, 1:58:10, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6164, loss_cls: 2.8623, loss: 2.8623, grad_norm: 2.4764 2020-07-27 03:16:06,650 - mmaction - INFO - Epoch [91][480/3757] lr: 7.248e-02, eta: 6 days, 1:57:51, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6141, loss_cls: 2.8606, loss: 2.8606, grad_norm: 2.4736 2020-07-27 03:16:22,457 - mmaction - INFO - Epoch [91][500/3757] lr: 7.248e-02, eta: 6 days, 1:57:31, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6172, loss_cls: 2.9205, loss: 2.9205, grad_norm: 2.4621 2020-07-27 03:16:38,290 - mmaction - INFO - Epoch [91][520/3757] lr: 7.248e-02, eta: 6 days, 1:57:11, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5977, loss_cls: 2.9715, loss: 2.9715, grad_norm: 2.4475 2020-07-27 03:16:54,131 - mmaction - INFO - Epoch [91][540/3757] lr: 7.248e-02, eta: 6 days, 1:56:52, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5813, loss_cls: 3.0328, loss: 3.0328, grad_norm: 2.5299 2020-07-27 03:17:09,982 - mmaction - INFO - Epoch [91][560/3757] lr: 7.248e-02, eta: 6 days, 1:56:32, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6180, loss_cls: 2.8531, loss: 2.8531, grad_norm: 2.4325 2020-07-27 03:17:25,771 - mmaction - INFO - Epoch [91][580/3757] lr: 7.248e-02, eta: 6 days, 1:56:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6070, loss_cls: 2.9922, loss: 2.9922, grad_norm: 2.4789 2020-07-27 03:17:41,592 - mmaction - INFO - Epoch [91][600/3757] lr: 7.248e-02, eta: 6 days, 1:55:53, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5883, loss_cls: 2.9609, loss: 2.9609, grad_norm: 2.4135 2020-07-27 03:17:57,415 - mmaction - INFO - Epoch [91][620/3757] lr: 7.248e-02, eta: 6 days, 1:55:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5953, loss_cls: 2.9852, loss: 2.9852, grad_norm: 2.4612 2020-07-27 03:18:13,192 - mmaction - INFO - Epoch [91][640/3757] lr: 7.248e-02, eta: 6 days, 1:55:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6156, loss_cls: 2.9623, loss: 2.9623, grad_norm: 2.4569 2020-07-27 03:18:29,006 - mmaction - INFO - Epoch [91][660/3757] lr: 7.248e-02, eta: 6 days, 1:54:54, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5680, loss_cls: 3.0679, loss: 3.0679, grad_norm: 2.5261 2020-07-27 03:18:44,792 - mmaction - INFO - Epoch [91][680/3757] lr: 7.248e-02, eta: 6 days, 1:54:34, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6203, loss_cls: 2.8922, loss: 2.8922, grad_norm: 2.4553 2020-07-27 03:19:00,554 - mmaction - INFO - Epoch [91][700/3757] lr: 7.248e-02, eta: 6 days, 1:54:14, time: 0.789, data_time: 0.006, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6000, loss_cls: 3.0204, loss: 3.0204, grad_norm: 2.5333 2020-07-27 03:19:16,286 - mmaction - INFO - Epoch [91][720/3757] lr: 7.248e-02, eta: 6 days, 1:53:54, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6195, loss_cls: 2.8898, loss: 2.8898, grad_norm: 2.4159 2020-07-27 03:19:32,080 - mmaction - INFO - Epoch [91][740/3757] lr: 7.248e-02, eta: 6 days, 1:53:35, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5680, loss_cls: 3.0725, loss: 3.0725, grad_norm: 2.4708 2020-07-27 03:19:47,839 - mmaction - INFO - Epoch [91][760/3757] lr: 7.248e-02, eta: 6 days, 1:53:15, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5969, loss_cls: 2.9817, loss: 2.9817, grad_norm: 2.5230 2020-07-27 03:20:03,772 - mmaction - INFO - Epoch [91][780/3757] lr: 7.248e-02, eta: 6 days, 1:52:56, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6047, loss_cls: 2.9235, loss: 2.9235, grad_norm: 2.5202 2020-07-27 03:20:19,543 - mmaction - INFO - Epoch [91][800/3757] lr: 7.248e-02, eta: 6 days, 1:52:36, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6164, loss_cls: 2.8896, loss: 2.8896, grad_norm: 2.4796 2020-07-27 03:20:35,736 - mmaction - INFO - Epoch [91][820/3757] lr: 7.248e-02, eta: 6 days, 1:52:17, time: 0.810, data_time: 0.020, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6203, loss_cls: 2.9222, loss: 2.9222, grad_norm: 2.4900 2020-07-27 03:20:51,531 - mmaction - INFO - Epoch [91][840/3757] lr: 7.248e-02, eta: 6 days, 1:51:57, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6188, loss_cls: 2.9203, loss: 2.9203, grad_norm: 2.5238 2020-07-27 03:21:07,309 - mmaction - INFO - Epoch [91][860/3757] lr: 7.248e-02, eta: 6 days, 1:51:38, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6227, loss_cls: 2.8367, loss: 2.8367, grad_norm: 2.4708 2020-07-27 03:21:23,146 - mmaction - INFO - Epoch [91][880/3757] lr: 7.248e-02, eta: 6 days, 1:51:18, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6102, loss_cls: 2.9221, loss: 2.9221, grad_norm: 2.5159 2020-07-27 03:21:38,971 - mmaction - INFO - Epoch [91][900/3757] lr: 7.248e-02, eta: 6 days, 1:50:58, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6016, loss_cls: 2.9667, loss: 2.9667, grad_norm: 2.5191 2020-07-27 03:21:54,752 - mmaction - INFO - Epoch [91][920/3757] lr: 7.248e-02, eta: 6 days, 1:50:39, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5883, loss_cls: 2.9616, loss: 2.9616, grad_norm: 2.4506 2020-07-27 03:22:10,619 - mmaction - INFO - Epoch [91][940/3757] lr: 7.248e-02, eta: 6 days, 1:50:19, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3672, top5_acc: 0.5992, loss_cls: 2.9187, loss: 2.9187, grad_norm: 2.4157 2020-07-27 03:22:26,456 - mmaction - INFO - Epoch [91][960/3757] lr: 7.248e-02, eta: 6 days, 1:50:00, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5891, loss_cls: 3.0269, loss: 3.0269, grad_norm: 2.4805 2020-07-27 03:22:42,271 - mmaction - INFO - Epoch [91][980/3757] lr: 7.248e-02, eta: 6 days, 1:49:40, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5852, loss_cls: 3.0098, loss: 3.0098, grad_norm: 2.4823 2020-07-27 03:22:58,064 - mmaction - INFO - Epoch [91][1000/3757] lr: 7.248e-02, eta: 6 days, 1:49:20, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6008, loss_cls: 2.9512, loss: 2.9512, grad_norm: 2.5251 2020-07-27 03:23:13,867 - mmaction - INFO - Epoch [91][1020/3757] lr: 7.248e-02, eta: 6 days, 1:49:01, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5992, loss_cls: 2.9833, loss: 2.9833, grad_norm: 2.4631 2020-07-27 03:23:29,695 - mmaction - INFO - Epoch [91][1040/3757] lr: 7.248e-02, eta: 6 days, 1:48:41, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6125, loss_cls: 2.9777, loss: 2.9777, grad_norm: 2.5012 2020-07-27 03:23:45,533 - mmaction - INFO - Epoch [91][1060/3757] lr: 7.248e-02, eta: 6 days, 1:48:21, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6109, loss_cls: 2.9377, loss: 2.9377, grad_norm: 2.5242 2020-07-27 03:24:01,284 - mmaction - INFO - Epoch [91][1080/3757] lr: 7.248e-02, eta: 6 days, 1:48:02, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.5992, loss_cls: 2.9318, loss: 2.9318, grad_norm: 2.4748 2020-07-27 03:24:17,151 - mmaction - INFO - Epoch [91][1100/3757] lr: 7.248e-02, eta: 6 days, 1:47:42, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5859, loss_cls: 3.0017, loss: 3.0017, grad_norm: 2.5435 2020-07-27 03:24:32,940 - mmaction - INFO - Epoch [91][1120/3757] lr: 7.248e-02, eta: 6 days, 1:47:22, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6133, loss_cls: 2.9609, loss: 2.9609, grad_norm: 2.5237 2020-07-27 03:24:48,829 - mmaction - INFO - Epoch [91][1140/3757] lr: 7.248e-02, eta: 6 days, 1:47:03, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6062, loss_cls: 3.0342, loss: 3.0342, grad_norm: 2.5438 2020-07-27 03:25:04,760 - mmaction - INFO - Epoch [91][1160/3757] lr: 7.248e-02, eta: 6 days, 1:46:44, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5859, loss_cls: 3.0477, loss: 3.0477, grad_norm: 2.5199 2020-07-27 03:25:20,457 - mmaction - INFO - Epoch [91][1180/3757] lr: 7.248e-02, eta: 6 days, 1:46:24, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6102, loss_cls: 2.9441, loss: 2.9441, grad_norm: 2.4814 2020-07-27 03:25:36,380 - mmaction - INFO - Epoch [91][1200/3757] lr: 7.248e-02, eta: 6 days, 1:46:04, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.5969, loss_cls: 2.9564, loss: 2.9564, grad_norm: 2.4635 2020-07-27 03:25:52,258 - mmaction - INFO - Epoch [91][1220/3757] lr: 7.248e-02, eta: 6 days, 1:45:45, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6211, loss_cls: 2.8957, loss: 2.8957, grad_norm: 2.5204 2020-07-27 03:26:08,415 - mmaction - INFO - Epoch [91][1240/3757] lr: 7.248e-02, eta: 6 days, 1:45:26, time: 0.808, data_time: 0.021, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6102, loss_cls: 2.9698, loss: 2.9698, grad_norm: 2.4980 2020-07-27 03:26:24,212 - mmaction - INFO - Epoch [91][1260/3757] lr: 7.248e-02, eta: 6 days, 1:45:06, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5906, loss_cls: 3.0240, loss: 3.0240, grad_norm: 2.5309 2020-07-27 03:26:40,036 - mmaction - INFO - Epoch [91][1280/3757] lr: 7.248e-02, eta: 6 days, 1:44:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6039, loss_cls: 2.9561, loss: 2.9561, grad_norm: 2.5131 2020-07-27 03:26:55,924 - mmaction - INFO - Epoch [91][1300/3757] lr: 7.248e-02, eta: 6 days, 1:44:27, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5859, loss_cls: 2.9835, loss: 2.9835, grad_norm: 2.5262 2020-07-27 03:27:11,687 - mmaction - INFO - Epoch [91][1320/3757] lr: 7.248e-02, eta: 6 days, 1:44:07, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5922, loss_cls: 3.0398, loss: 3.0398, grad_norm: 2.5030 2020-07-27 03:27:27,526 - mmaction - INFO - Epoch [91][1340/3757] lr: 7.248e-02, eta: 6 days, 1:43:48, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6180, loss_cls: 2.9418, loss: 2.9418, grad_norm: 2.4925 2020-07-27 03:27:43,593 - mmaction - INFO - Epoch [91][1360/3757] lr: 7.248e-02, eta: 6 days, 1:43:29, time: 0.805, data_time: 0.012, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5883, loss_cls: 3.0247, loss: 3.0247, grad_norm: 2.5441 2020-07-27 03:27:59,415 - mmaction - INFO - Epoch [91][1380/3757] lr: 7.248e-02, eta: 6 days, 1:43:09, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5977, loss_cls: 2.9775, loss: 2.9775, grad_norm: 2.4201 2020-07-27 03:28:15,265 - mmaction - INFO - Epoch [91][1400/3757] lr: 7.248e-02, eta: 6 days, 1:42:50, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6188, loss_cls: 2.9053, loss: 2.9053, grad_norm: 2.4564 2020-07-27 03:28:31,083 - mmaction - INFO - Epoch [91][1420/3757] lr: 7.248e-02, eta: 6 days, 1:42:30, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6133, loss_cls: 2.8960, loss: 2.8960, grad_norm: 2.5395 2020-07-27 03:28:46,829 - mmaction - INFO - Epoch [91][1440/3757] lr: 7.248e-02, eta: 6 days, 1:42:10, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6148, loss_cls: 2.9521, loss: 2.9521, grad_norm: 2.5239 2020-07-27 03:29:02,640 - mmaction - INFO - Epoch [91][1460/3757] lr: 7.248e-02, eta: 6 days, 1:41:51, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6008, loss_cls: 2.9773, loss: 2.9773, grad_norm: 2.4814 2020-07-27 03:29:18,463 - mmaction - INFO - Epoch [91][1480/3757] lr: 7.248e-02, eta: 6 days, 1:41:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6195, loss_cls: 2.8901, loss: 2.8901, grad_norm: 2.4929 2020-07-27 03:29:34,309 - mmaction - INFO - Epoch [91][1500/3757] lr: 7.248e-02, eta: 6 days, 1:41:12, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6133, loss_cls: 2.9260, loss: 2.9260, grad_norm: 2.4746 2020-07-27 03:29:50,206 - mmaction - INFO - Epoch [91][1520/3757] lr: 7.248e-02, eta: 6 days, 1:40:52, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5961, loss_cls: 3.0134, loss: 3.0134, grad_norm: 2.4835 2020-07-27 03:30:05,908 - mmaction - INFO - Epoch [91][1540/3757] lr: 7.248e-02, eta: 6 days, 1:40:32, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5852, loss_cls: 3.0659, loss: 3.0659, grad_norm: 2.5544 2020-07-27 03:30:21,722 - mmaction - INFO - Epoch [91][1560/3757] lr: 7.248e-02, eta: 6 days, 1:40:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5828, loss_cls: 3.0205, loss: 3.0205, grad_norm: 2.5705 2020-07-27 03:30:37,488 - mmaction - INFO - Epoch [91][1580/3757] lr: 7.248e-02, eta: 6 days, 1:39:53, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6211, loss_cls: 2.8897, loss: 2.8897, grad_norm: 2.5032 2020-07-27 03:30:53,421 - mmaction - INFO - Epoch [91][1600/3757] lr: 7.248e-02, eta: 6 days, 1:39:34, time: 0.796, data_time: 0.011, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5875, loss_cls: 2.9770, loss: 2.9770, grad_norm: 2.4791 2020-07-27 03:31:09,250 - mmaction - INFO - Epoch [91][1620/3757] lr: 7.248e-02, eta: 6 days, 1:39:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6023, loss_cls: 2.9662, loss: 2.9662, grad_norm: 2.4959 2020-07-27 03:31:25,070 - mmaction - INFO - Epoch [91][1640/3757] lr: 7.248e-02, eta: 6 days, 1:38:54, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6008, loss_cls: 2.9594, loss: 2.9594, grad_norm: 2.5316 2020-07-27 03:31:40,962 - mmaction - INFO - Epoch [91][1660/3757] lr: 7.248e-02, eta: 6 days, 1:38:35, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5984, loss_cls: 2.9446, loss: 2.9446, grad_norm: 2.4480 2020-07-27 03:31:56,783 - mmaction - INFO - Epoch [91][1680/3757] lr: 7.248e-02, eta: 6 days, 1:38:15, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6117, loss_cls: 2.9825, loss: 2.9825, grad_norm: 2.5309 2020-07-27 03:32:12,502 - mmaction - INFO - Epoch [91][1700/3757] lr: 7.248e-02, eta: 6 days, 1:37:55, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6172, loss_cls: 2.9122, loss: 2.9122, grad_norm: 2.4769 2020-07-27 03:32:28,338 - mmaction - INFO - Epoch [91][1720/3757] lr: 7.248e-02, eta: 6 days, 1:37:36, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5984, loss_cls: 2.9923, loss: 2.9923, grad_norm: 2.5092 2020-07-27 03:32:44,167 - mmaction - INFO - Epoch [91][1740/3757] lr: 7.248e-02, eta: 6 days, 1:37:16, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6156, loss_cls: 2.9711, loss: 2.9711, grad_norm: 2.5084 2020-07-27 03:32:59,954 - mmaction - INFO - Epoch [91][1760/3757] lr: 7.248e-02, eta: 6 days, 1:36:57, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6102, loss_cls: 2.9369, loss: 2.9369, grad_norm: 2.4722 2020-07-27 03:33:15,823 - mmaction - INFO - Epoch [91][1780/3757] lr: 7.248e-02, eta: 6 days, 1:36:37, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6086, loss_cls: 2.9188, loss: 2.9188, grad_norm: 2.4930 2020-07-27 03:33:31,606 - mmaction - INFO - Epoch [91][1800/3757] lr: 7.248e-02, eta: 6 days, 1:36:17, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6195, loss_cls: 2.9419, loss: 2.9419, grad_norm: 2.5030 2020-07-27 03:33:47,473 - mmaction - INFO - Epoch [91][1820/3757] lr: 7.248e-02, eta: 6 days, 1:35:58, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5961, loss_cls: 2.9656, loss: 2.9656, grad_norm: 2.5329 2020-07-27 03:34:03,210 - mmaction - INFO - Epoch [91][1840/3757] lr: 7.248e-02, eta: 6 days, 1:35:38, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6023, loss_cls: 2.8674, loss: 2.8674, grad_norm: 2.4702 2020-07-27 03:34:19,017 - mmaction - INFO - Epoch [91][1860/3757] lr: 7.248e-02, eta: 6 days, 1:35:18, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5805, loss_cls: 3.0523, loss: 3.0523, grad_norm: 2.4534 2020-07-27 03:34:34,801 - mmaction - INFO - Epoch [91][1880/3757] lr: 7.248e-02, eta: 6 days, 1:34:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6125, loss_cls: 2.9954, loss: 2.9954, grad_norm: 2.4091 2020-07-27 03:34:50,593 - mmaction - INFO - Epoch [91][1900/3757] lr: 7.248e-02, eta: 6 days, 1:34:39, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5938, loss_cls: 2.9628, loss: 2.9628, grad_norm: 2.4811 2020-07-27 03:35:06,433 - mmaction - INFO - Epoch [91][1920/3757] lr: 7.248e-02, eta: 6 days, 1:34:19, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6070, loss_cls: 2.9807, loss: 2.9807, grad_norm: 2.5258 2020-07-27 03:35:22,178 - mmaction - INFO - Epoch [91][1940/3757] lr: 7.248e-02, eta: 6 days, 1:34:00, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6000, loss_cls: 3.0222, loss: 3.0222, grad_norm: 2.5156 2020-07-27 03:35:37,980 - mmaction - INFO - Epoch [91][1960/3757] lr: 7.248e-02, eta: 6 days, 1:33:40, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5750, loss_cls: 3.0373, loss: 3.0373, grad_norm: 2.4521 2020-07-27 03:35:53,800 - mmaction - INFO - Epoch [91][1980/3757] lr: 7.248e-02, eta: 6 days, 1:33:20, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6000, loss_cls: 2.9386, loss: 2.9386, grad_norm: 2.4533 2020-07-27 03:36:09,616 - mmaction - INFO - Epoch [91][2000/3757] lr: 7.248e-02, eta: 6 days, 1:33:01, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5719, loss_cls: 3.0465, loss: 3.0465, grad_norm: 2.4674 2020-07-27 03:36:25,464 - mmaction - INFO - Epoch [91][2020/3757] lr: 7.248e-02, eta: 6 days, 1:32:41, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5953, loss_cls: 2.9784, loss: 2.9784, grad_norm: 2.5416 2020-07-27 03:36:41,271 - mmaction - INFO - Epoch [91][2040/3757] lr: 7.248e-02, eta: 6 days, 1:32:22, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5836, loss_cls: 3.0115, loss: 3.0115, grad_norm: 2.5243 2020-07-27 03:36:57,057 - mmaction - INFO - Epoch [91][2060/3757] lr: 7.248e-02, eta: 6 days, 1:32:02, time: 0.788, data_time: 0.006, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6102, loss_cls: 2.8947, loss: 2.8947, grad_norm: 2.4747 2020-07-27 03:37:12,827 - mmaction - INFO - Epoch [91][2080/3757] lr: 7.248e-02, eta: 6 days, 1:31:42, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5961, loss_cls: 3.0232, loss: 3.0232, grad_norm: 2.5180 2020-07-27 03:37:28,559 - mmaction - INFO - Epoch [91][2100/3757] lr: 7.248e-02, eta: 6 days, 1:31:22, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5867, loss_cls: 3.0096, loss: 3.0096, grad_norm: 2.4545 2020-07-27 03:37:44,430 - mmaction - INFO - Epoch [91][2120/3757] lr: 7.248e-02, eta: 6 days, 1:31:03, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5859, loss_cls: 3.0453, loss: 3.0453, grad_norm: 2.4942 2020-07-27 03:38:00,150 - mmaction - INFO - Epoch [91][2140/3757] lr: 7.248e-02, eta: 6 days, 1:30:43, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6188, loss_cls: 2.8684, loss: 2.8684, grad_norm: 2.4692 2020-07-27 03:38:15,923 - mmaction - INFO - Epoch [91][2160/3757] lr: 7.248e-02, eta: 6 days, 1:30:23, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6008, loss_cls: 3.0036, loss: 3.0036, grad_norm: 2.5295 2020-07-27 03:38:31,744 - mmaction - INFO - Epoch [91][2180/3757] lr: 7.248e-02, eta: 6 days, 1:30:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6062, loss_cls: 2.9692, loss: 2.9692, grad_norm: 2.4256 2020-07-27 03:38:47,594 - mmaction - INFO - Epoch [91][2200/3757] lr: 7.248e-02, eta: 6 days, 1:29:44, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6047, loss_cls: 2.9677, loss: 2.9677, grad_norm: 2.4748 2020-07-27 03:39:03,404 - mmaction - INFO - Epoch [91][2220/3757] lr: 7.248e-02, eta: 6 days, 1:29:25, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6102, loss_cls: 2.8786, loss: 2.8786, grad_norm: 2.3704 2020-07-27 03:39:19,279 - mmaction - INFO - Epoch [91][2240/3757] lr: 7.248e-02, eta: 6 days, 1:29:05, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5977, loss_cls: 2.9851, loss: 2.9851, grad_norm: 2.4427 2020-07-27 03:39:35,089 - mmaction - INFO - Epoch [91][2260/3757] lr: 7.248e-02, eta: 6 days, 1:28:46, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6016, loss_cls: 2.9814, loss: 2.9814, grad_norm: 2.4753 2020-07-27 03:39:50,810 - mmaction - INFO - Epoch [91][2280/3757] lr: 7.248e-02, eta: 6 days, 1:28:26, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5781, loss_cls: 3.1108, loss: 3.1108, grad_norm: 2.5309 2020-07-27 03:40:06,624 - mmaction - INFO - Epoch [91][2300/3757] lr: 7.248e-02, eta: 6 days, 1:28:06, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.6055, loss_cls: 2.9818, loss: 2.9818, grad_norm: 2.5413 2020-07-27 03:40:22,511 - mmaction - INFO - Epoch [91][2320/3757] lr: 7.248e-02, eta: 6 days, 1:27:47, time: 0.795, data_time: 0.011, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6211, loss_cls: 2.8668, loss: 2.8668, grad_norm: 2.3904 2020-07-27 03:40:38,275 - mmaction - INFO - Epoch [91][2340/3757] lr: 7.248e-02, eta: 6 days, 1:27:27, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5922, loss_cls: 2.9954, loss: 2.9954, grad_norm: 2.4915 2020-07-27 03:40:54,114 - mmaction - INFO - Epoch [91][2360/3757] lr: 7.248e-02, eta: 6 days, 1:27:07, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.5969, loss_cls: 2.9345, loss: 2.9345, grad_norm: 2.4585 2020-07-27 03:41:09,924 - mmaction - INFO - Epoch [91][2380/3757] lr: 7.248e-02, eta: 6 days, 1:26:48, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6141, loss_cls: 2.8627, loss: 2.8627, grad_norm: 2.4157 2020-07-27 03:41:25,700 - mmaction - INFO - Epoch [91][2400/3757] lr: 7.248e-02, eta: 6 days, 1:26:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6055, loss_cls: 2.9255, loss: 2.9255, grad_norm: 2.5097 2020-07-27 03:41:41,557 - mmaction - INFO - Epoch [91][2420/3757] lr: 7.248e-02, eta: 6 days, 1:26:09, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 2.9471, loss: 2.9471, grad_norm: 2.4935 2020-07-27 03:41:57,366 - mmaction - INFO - Epoch [91][2440/3757] lr: 7.248e-02, eta: 6 days, 1:25:49, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6047, loss_cls: 2.9760, loss: 2.9760, grad_norm: 2.5015 2020-07-27 03:42:13,143 - mmaction - INFO - Epoch [91][2460/3757] lr: 7.248e-02, eta: 6 days, 1:25:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6008, loss_cls: 2.8859, loss: 2.8859, grad_norm: 2.4262 2020-07-27 03:42:28,957 - mmaction - INFO - Epoch [91][2480/3757] lr: 7.248e-02, eta: 6 days, 1:25:10, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6055, loss_cls: 2.9062, loss: 2.9062, grad_norm: 2.5046 2020-07-27 03:42:44,758 - mmaction - INFO - Epoch [91][2500/3757] lr: 7.248e-02, eta: 6 days, 1:24:50, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6008, loss_cls: 2.9560, loss: 2.9560, grad_norm: 2.5236 2020-07-27 03:43:00,515 - mmaction - INFO - Epoch [91][2520/3757] lr: 7.248e-02, eta: 6 days, 1:24:30, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6070, loss_cls: 2.9560, loss: 2.9560, grad_norm: 2.5248 2020-07-27 03:43:16,329 - mmaction - INFO - Epoch [91][2540/3757] lr: 7.248e-02, eta: 6 days, 1:24:11, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5875, loss_cls: 3.0290, loss: 3.0290, grad_norm: 2.4650 2020-07-27 03:43:32,185 - mmaction - INFO - Epoch [91][2560/3757] lr: 7.248e-02, eta: 6 days, 1:23:51, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6055, loss_cls: 2.9992, loss: 2.9992, grad_norm: 2.4879 2020-07-27 03:43:48,199 - mmaction - INFO - Epoch [91][2580/3757] lr: 7.248e-02, eta: 6 days, 1:23:32, time: 0.801, data_time: 0.012, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 3.0135, loss: 3.0135, grad_norm: 2.5080 2020-07-27 03:44:04,044 - mmaction - INFO - Epoch [91][2600/3757] lr: 7.248e-02, eta: 6 days, 1:23:13, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6164, loss_cls: 2.9151, loss: 2.9151, grad_norm: 2.5085 2020-07-27 03:44:24,833 - mmaction - INFO - Epoch [91][2620/3757] lr: 7.248e-02, eta: 6 days, 1:23:06, time: 1.039, data_time: 0.235, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5938, loss_cls: 2.9897, loss: 2.9897, grad_norm: 2.4684 2020-07-27 03:44:40,855 - mmaction - INFO - Epoch [91][2640/3757] lr: 7.248e-02, eta: 6 days, 1:22:47, time: 0.801, data_time: 0.015, memory: 6196, top1_acc: 0.3812, top5_acc: 0.6180, loss_cls: 2.8681, loss: 2.8681, grad_norm: 2.4637 2020-07-27 03:44:56,948 - mmaction - INFO - Epoch [91][2660/3757] lr: 7.248e-02, eta: 6 days, 1:22:28, time: 0.805, data_time: 0.022, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5758, loss_cls: 3.0929, loss: 3.0929, grad_norm: 2.5192 2020-07-27 03:45:13,017 - mmaction - INFO - Epoch [91][2680/3757] lr: 7.248e-02, eta: 6 days, 1:22:09, time: 0.803, data_time: 0.017, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5781, loss_cls: 3.1103, loss: 3.1103, grad_norm: 2.4797 2020-07-27 03:45:29,209 - mmaction - INFO - Epoch [91][2700/3757] lr: 7.248e-02, eta: 6 days, 1:21:51, time: 0.810, data_time: 0.024, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5961, loss_cls: 2.9859, loss: 2.9859, grad_norm: 2.4270 2020-07-27 03:45:45,018 - mmaction - INFO - Epoch [91][2720/3757] lr: 7.248e-02, eta: 6 days, 1:21:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6164, loss_cls: 2.8704, loss: 2.8704, grad_norm: 2.4414 2020-07-27 03:46:00,783 - mmaction - INFO - Epoch [91][2740/3757] lr: 7.248e-02, eta: 6 days, 1:21:11, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5945, loss_cls: 2.9689, loss: 2.9689, grad_norm: 2.4700 2020-07-27 03:46:16,630 - mmaction - INFO - Epoch [91][2760/3757] lr: 7.248e-02, eta: 6 days, 1:20:52, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6133, loss_cls: 2.9569, loss: 2.9569, grad_norm: 2.4917 2020-07-27 03:46:32,780 - mmaction - INFO - Epoch [91][2780/3757] lr: 7.248e-02, eta: 6 days, 1:20:33, time: 0.807, data_time: 0.023, memory: 6196, top1_acc: 0.3023, top5_acc: 0.5922, loss_cls: 3.0899, loss: 3.0899, grad_norm: 2.5417 2020-07-27 03:46:48,874 - mmaction - INFO - Epoch [91][2800/3757] lr: 7.248e-02, eta: 6 days, 1:20:14, time: 0.805, data_time: 0.016, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5914, loss_cls: 3.0287, loss: 3.0287, grad_norm: 2.4387 2020-07-27 03:47:05,047 - mmaction - INFO - Epoch [91][2820/3757] lr: 7.248e-02, eta: 6 days, 1:19:56, time: 0.809, data_time: 0.022, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5906, loss_cls: 3.0141, loss: 3.0141, grad_norm: 2.5357 2020-07-27 03:47:21,045 - mmaction - INFO - Epoch [91][2840/3757] lr: 7.248e-02, eta: 6 days, 1:19:36, time: 0.800, data_time: 0.016, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5758, loss_cls: 3.0954, loss: 3.0954, grad_norm: 2.5211 2020-07-27 03:47:36,774 - mmaction - INFO - Epoch [91][2860/3757] lr: 7.248e-02, eta: 6 days, 1:19:17, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5938, loss_cls: 2.9455, loss: 2.9455, grad_norm: 2.4667 2020-07-27 03:47:53,056 - mmaction - INFO - Epoch [91][2880/3757] lr: 7.248e-02, eta: 6 days, 1:18:58, time: 0.814, data_time: 0.033, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5977, loss_cls: 2.9547, loss: 2.9547, grad_norm: 2.4627 2020-07-27 03:48:08,826 - mmaction - INFO - Epoch [91][2900/3757] lr: 7.248e-02, eta: 6 days, 1:18:39, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6172, loss_cls: 2.9056, loss: 2.9056, grad_norm: 2.4980 2020-07-27 03:48:28,985 - mmaction - INFO - Epoch [91][2920/3757] lr: 7.248e-02, eta: 6 days, 1:18:30, time: 1.008, data_time: 0.154, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6016, loss_cls: 2.9791, loss: 2.9791, grad_norm: 2.5098 2020-07-27 03:48:47,536 - mmaction - INFO - Epoch [91][2940/3757] lr: 7.248e-02, eta: 6 days, 1:18:18, time: 0.927, data_time: 0.138, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5938, loss_cls: 2.9587, loss: 2.9587, grad_norm: 2.4023 2020-07-27 03:49:03,579 - mmaction - INFO - Epoch [91][2960/3757] lr: 7.248e-02, eta: 6 days, 1:17:59, time: 0.803, data_time: 0.019, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6266, loss_cls: 2.8902, loss: 2.8902, grad_norm: 2.5001 2020-07-27 03:49:19,765 - mmaction - INFO - Epoch [91][2980/3757] lr: 7.248e-02, eta: 6 days, 1:17:40, time: 0.809, data_time: 0.023, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6102, loss_cls: 2.9430, loss: 2.9430, grad_norm: 2.4965 2020-07-27 03:49:35,611 - mmaction - INFO - Epoch [91][3000/3757] lr: 7.248e-02, eta: 6 days, 1:17:21, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5898, loss_cls: 2.9528, loss: 2.9528, grad_norm: 2.5248 2020-07-27 03:49:51,418 - mmaction - INFO - Epoch [91][3020/3757] lr: 7.248e-02, eta: 6 days, 1:17:01, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.5906, loss_cls: 2.9816, loss: 2.9816, grad_norm: 2.4732 2020-07-27 03:50:07,221 - mmaction - INFO - Epoch [91][3040/3757] lr: 7.248e-02, eta: 6 days, 1:16:42, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6438, loss_cls: 2.8511, loss: 2.8511, grad_norm: 2.3600 2020-07-27 03:50:28,183 - mmaction - INFO - Epoch [91][3060/3757] lr: 7.248e-02, eta: 6 days, 1:16:36, time: 1.048, data_time: 0.245, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6172, loss_cls: 2.9452, loss: 2.9452, grad_norm: 2.4784 2020-07-27 03:50:48,002 - mmaction - INFO - Epoch [91][3080/3757] lr: 7.248e-02, eta: 6 days, 1:16:26, time: 0.990, data_time: 0.192, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6383, loss_cls: 2.8511, loss: 2.8511, grad_norm: 2.5252 2020-07-27 03:51:03,945 - mmaction - INFO - Epoch [91][3100/3757] lr: 7.248e-02, eta: 6 days, 1:16:07, time: 0.796, data_time: 0.006, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6094, loss_cls: 2.9052, loss: 2.9052, grad_norm: 2.5038 2020-07-27 03:51:20,026 - mmaction - INFO - Epoch [91][3120/3757] lr: 7.248e-02, eta: 6 days, 1:15:48, time: 0.806, data_time: 0.021, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6070, loss_cls: 2.9009, loss: 2.9009, grad_norm: 2.4515 2020-07-27 03:51:35,852 - mmaction - INFO - Epoch [91][3140/3757] lr: 7.248e-02, eta: 6 days, 1:15:29, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6031, loss_cls: 2.9665, loss: 2.9665, grad_norm: 2.4619 2020-07-27 03:51:51,495 - mmaction - INFO - Epoch [91][3160/3757] lr: 7.248e-02, eta: 6 days, 1:15:09, time: 0.782, data_time: 0.001, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6023, loss_cls: 2.9157, loss: 2.9157, grad_norm: 2.4969 2020-07-27 03:52:07,310 - mmaction - INFO - Epoch [91][3180/3757] lr: 7.248e-02, eta: 6 days, 1:14:49, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6039, loss_cls: 2.9824, loss: 2.9824, grad_norm: 2.5467 2020-07-27 03:52:23,072 - mmaction - INFO - Epoch [91][3200/3757] lr: 7.248e-02, eta: 6 days, 1:14:29, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5984, loss_cls: 2.9496, loss: 2.9496, grad_norm: 2.4399 2020-07-27 03:52:38,877 - mmaction - INFO - Epoch [91][3220/3757] lr: 7.248e-02, eta: 6 days, 1:14:10, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6102, loss_cls: 2.9125, loss: 2.9125, grad_norm: 2.3873 2020-07-27 03:52:54,666 - mmaction - INFO - Epoch [91][3240/3757] lr: 7.248e-02, eta: 6 days, 1:13:50, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5906, loss_cls: 3.0136, loss: 3.0136, grad_norm: 2.5500 2020-07-27 03:53:10,498 - mmaction - INFO - Epoch [91][3260/3757] lr: 7.248e-02, eta: 6 days, 1:13:31, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6047, loss_cls: 2.9857, loss: 2.9857, grad_norm: 2.5295 2020-07-27 03:53:26,308 - mmaction - INFO - Epoch [91][3280/3757] lr: 7.248e-02, eta: 6 days, 1:13:11, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3211, top5_acc: 0.5836, loss_cls: 3.0713, loss: 3.0713, grad_norm: 2.4693 2020-07-27 03:53:42,192 - mmaction - INFO - Epoch [91][3300/3757] lr: 7.248e-02, eta: 6 days, 1:12:52, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5734, loss_cls: 3.0413, loss: 3.0413, grad_norm: 2.4791 2020-07-27 03:53:57,925 - mmaction - INFO - Epoch [91][3320/3757] lr: 7.248e-02, eta: 6 days, 1:12:32, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6070, loss_cls: 2.9241, loss: 2.9241, grad_norm: 2.4289 2020-07-27 03:54:13,731 - mmaction - INFO - Epoch [91][3340/3757] lr: 7.248e-02, eta: 6 days, 1:12:12, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5992, loss_cls: 2.9743, loss: 2.9743, grad_norm: 2.4842 2020-07-27 03:54:29,491 - mmaction - INFO - Epoch [91][3360/3757] lr: 7.248e-02, eta: 6 days, 1:11:53, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6039, loss_cls: 2.9113, loss: 2.9113, grad_norm: 2.4759 2020-07-27 03:54:45,282 - mmaction - INFO - Epoch [91][3380/3757] lr: 7.248e-02, eta: 6 days, 1:11:33, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6078, loss_cls: 2.9458, loss: 2.9458, grad_norm: 2.5650 2020-07-27 03:55:01,031 - mmaction - INFO - Epoch [91][3400/3757] lr: 7.248e-02, eta: 6 days, 1:11:13, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6078, loss_cls: 2.9215, loss: 2.9215, grad_norm: 2.4426 2020-07-27 03:55:16,877 - mmaction - INFO - Epoch [91][3420/3757] lr: 7.248e-02, eta: 6 days, 1:10:54, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5805, loss_cls: 3.0638, loss: 3.0638, grad_norm: 2.5006 2020-07-27 03:55:32,635 - mmaction - INFO - Epoch [91][3440/3757] lr: 7.248e-02, eta: 6 days, 1:10:34, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6320, loss_cls: 2.9233, loss: 2.9233, grad_norm: 2.4919 2020-07-27 03:55:48,317 - mmaction - INFO - Epoch [91][3460/3757] lr: 7.248e-02, eta: 6 days, 1:10:14, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3883, top5_acc: 0.6289, loss_cls: 2.8695, loss: 2.8695, grad_norm: 2.4431 2020-07-27 03:56:04,120 - mmaction - INFO - Epoch [91][3480/3757] lr: 7.248e-02, eta: 6 days, 1:09:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5922, loss_cls: 3.0169, loss: 3.0169, grad_norm: 2.5333 2020-07-27 03:56:19,916 - mmaction - INFO - Epoch [91][3500/3757] lr: 7.248e-02, eta: 6 days, 1:09:35, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6258, loss_cls: 2.9538, loss: 2.9538, grad_norm: 2.4781 2020-07-27 03:56:35,706 - mmaction - INFO - Epoch [91][3520/3757] lr: 7.248e-02, eta: 6 days, 1:09:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5992, loss_cls: 2.9412, loss: 2.9412, grad_norm: 2.4222 2020-07-27 03:56:51,512 - mmaction - INFO - Epoch [91][3540/3757] lr: 7.248e-02, eta: 6 days, 1:08:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6031, loss_cls: 3.0082, loss: 3.0082, grad_norm: 2.5052 2020-07-27 03:57:07,280 - mmaction - INFO - Epoch [91][3560/3757] lr: 7.248e-02, eta: 6 days, 1:08:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6055, loss_cls: 2.9541, loss: 2.9541, grad_norm: 2.4800 2020-07-27 03:57:23,004 - mmaction - INFO - Epoch [91][3580/3757] lr: 7.248e-02, eta: 6 days, 1:08:16, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5992, loss_cls: 2.9517, loss: 2.9517, grad_norm: 2.5455 2020-07-27 03:57:38,795 - mmaction - INFO - Epoch [91][3600/3757] lr: 7.248e-02, eta: 6 days, 1:07:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6070, loss_cls: 2.9365, loss: 2.9365, grad_norm: 2.4638 2020-07-27 03:57:54,617 - mmaction - INFO - Epoch [91][3620/3757] lr: 7.248e-02, eta: 6 days, 1:07:37, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5969, loss_cls: 3.0371, loss: 3.0371, grad_norm: 2.5679 2020-07-27 03:58:10,412 - mmaction - INFO - Epoch [91][3640/3757] lr: 7.248e-02, eta: 6 days, 1:07:17, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5906, loss_cls: 3.0225, loss: 3.0225, grad_norm: 2.5320 2020-07-27 03:58:26,535 - mmaction - INFO - Epoch [91][3660/3757] lr: 7.248e-02, eta: 6 days, 1:06:58, time: 0.806, data_time: 0.023, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6008, loss_cls: 2.9988, loss: 2.9988, grad_norm: 2.5338 2020-07-27 03:58:42,630 - mmaction - INFO - Epoch [91][3680/3757] lr: 7.248e-02, eta: 6 days, 1:06:40, time: 0.804, data_time: 0.017, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6102, loss_cls: 3.0429, loss: 3.0429, grad_norm: 2.4934 2020-07-27 03:58:59,073 - mmaction - INFO - Epoch [91][3700/3757] lr: 7.248e-02, eta: 6 days, 1:06:22, time: 0.821, data_time: 0.023, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5898, loss_cls: 2.9379, loss: 2.9379, grad_norm: 2.4804 2020-07-27 03:59:15,098 - mmaction - INFO - Epoch [91][3720/3757] lr: 7.248e-02, eta: 6 days, 1:06:03, time: 0.803, data_time: 0.015, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6070, loss_cls: 2.8764, loss: 2.8764, grad_norm: 2.4583 2020-07-27 03:59:31,309 - mmaction - INFO - Epoch [91][3740/3757] lr: 7.248e-02, eta: 6 days, 1:05:44, time: 0.810, data_time: 0.022, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6211, loss_cls: 2.8775, loss: 2.8775, grad_norm: 2.5426 2020-07-27 04:04:03,209 - mmaction - INFO - Epoch [92][20/3757] lr: 7.193e-02, eta: 6 days, 1:15:00, time: 12.775, data_time: 11.851, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5883, loss_cls: 2.9710, loss: 2.9710, grad_norm: 2.4890 2020-07-27 04:04:19,467 - mmaction - INFO - Epoch [92][40/3757] lr: 7.193e-02, eta: 6 days, 1:14:42, time: 0.813, data_time: 0.022, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6258, loss_cls: 2.9060, loss: 2.9060, grad_norm: 2.4316 2020-07-27 04:04:35,270 - mmaction - INFO - Epoch [92][60/3757] lr: 7.193e-02, eta: 6 days, 1:14:22, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6281, loss_cls: 2.8339, loss: 2.8339, grad_norm: 2.5399 2020-07-27 04:04:51,043 - mmaction - INFO - Epoch [92][80/3757] lr: 7.193e-02, eta: 6 days, 1:14:03, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6055, loss_cls: 3.0036, loss: 3.0036, grad_norm: 2.4887 2020-07-27 04:05:06,887 - mmaction - INFO - Epoch [92][100/3757] lr: 7.193e-02, eta: 6 days, 1:13:43, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6086, loss_cls: 2.8581, loss: 2.8581, grad_norm: 2.4149 2020-07-27 04:05:22,666 - mmaction - INFO - Epoch [92][120/3757] lr: 7.193e-02, eta: 6 days, 1:13:23, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6211, loss_cls: 2.8812, loss: 2.8812, grad_norm: 2.4957 2020-07-27 04:05:38,497 - mmaction - INFO - Epoch [92][140/3757] lr: 7.193e-02, eta: 6 days, 1:13:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6156, loss_cls: 2.9018, loss: 2.9018, grad_norm: 2.4459 2020-07-27 04:05:54,263 - mmaction - INFO - Epoch [92][160/3757] lr: 7.193e-02, eta: 6 days, 1:12:44, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6234, loss_cls: 2.8340, loss: 2.8340, grad_norm: 2.4350 2020-07-27 04:06:10,047 - mmaction - INFO - Epoch [92][180/3757] lr: 7.193e-02, eta: 6 days, 1:12:24, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6227, loss_cls: 2.8854, loss: 2.8854, grad_norm: 2.5207 2020-07-27 04:06:25,857 - mmaction - INFO - Epoch [92][200/3757] lr: 7.193e-02, eta: 6 days, 1:12:05, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5875, loss_cls: 3.0088, loss: 3.0088, grad_norm: 2.5081 2020-07-27 04:06:41,730 - mmaction - INFO - Epoch [92][220/3757] lr: 7.193e-02, eta: 6 days, 1:11:45, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6070, loss_cls: 2.9434, loss: 2.9434, grad_norm: 2.4612 2020-07-27 04:06:57,546 - mmaction - INFO - Epoch [92][240/3757] lr: 7.193e-02, eta: 6 days, 1:11:25, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6125, loss_cls: 2.9392, loss: 2.9392, grad_norm: 2.4575 2020-07-27 04:07:13,267 - mmaction - INFO - Epoch [92][260/3757] lr: 7.193e-02, eta: 6 days, 1:11:06, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6234, loss_cls: 2.9175, loss: 2.9175, grad_norm: 2.4418 2020-07-27 04:07:29,471 - mmaction - INFO - Epoch [92][280/3757] lr: 7.193e-02, eta: 6 days, 1:10:47, time: 0.810, data_time: 0.015, memory: 6196, top1_acc: 0.3656, top5_acc: 0.5984, loss_cls: 2.9892, loss: 2.9892, grad_norm: 2.4360 2020-07-27 04:07:45,262 - mmaction - INFO - Epoch [92][300/3757] lr: 7.193e-02, eta: 6 days, 1:10:27, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6172, loss_cls: 2.9156, loss: 2.9156, grad_norm: 2.4818 2020-07-27 04:08:01,050 - mmaction - INFO - Epoch [92][320/3757] lr: 7.193e-02, eta: 6 days, 1:10:08, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6141, loss_cls: 2.9185, loss: 2.9185, grad_norm: 2.5109 2020-07-27 04:08:16,854 - mmaction - INFO - Epoch [92][340/3757] lr: 7.193e-02, eta: 6 days, 1:09:48, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6289, loss_cls: 2.8841, loss: 2.8841, grad_norm: 2.5136 2020-07-27 04:08:32,692 - mmaction - INFO - Epoch [92][360/3757] lr: 7.193e-02, eta: 6 days, 1:09:28, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.5992, loss_cls: 2.9961, loss: 2.9961, grad_norm: 2.5054 2020-07-27 04:08:48,490 - mmaction - INFO - Epoch [92][380/3757] lr: 7.193e-02, eta: 6 days, 1:09:09, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6016, loss_cls: 2.9378, loss: 2.9378, grad_norm: 2.4788 2020-07-27 04:09:04,267 - mmaction - INFO - Epoch [92][400/3757] lr: 7.193e-02, eta: 6 days, 1:08:49, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6039, loss_cls: 2.9438, loss: 2.9438, grad_norm: 2.4453 2020-07-27 04:09:20,053 - mmaction - INFO - Epoch [92][420/3757] lr: 7.193e-02, eta: 6 days, 1:08:29, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6008, loss_cls: 2.9278, loss: 2.9278, grad_norm: 2.4658 2020-07-27 04:09:35,850 - mmaction - INFO - Epoch [92][440/3757] lr: 7.193e-02, eta: 6 days, 1:08:10, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5961, loss_cls: 3.0073, loss: 3.0073, grad_norm: 2.4560 2020-07-27 04:09:51,622 - mmaction - INFO - Epoch [92][460/3757] lr: 7.193e-02, eta: 6 days, 1:07:50, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5992, loss_cls: 2.9944, loss: 2.9944, grad_norm: 2.4835 2020-07-27 04:10:07,428 - mmaction - INFO - Epoch [92][480/3757] lr: 7.193e-02, eta: 6 days, 1:07:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6055, loss_cls: 2.9010, loss: 2.9010, grad_norm: 2.4603 2020-07-27 04:10:23,260 - mmaction - INFO - Epoch [92][500/3757] lr: 7.193e-02, eta: 6 days, 1:07:11, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6148, loss_cls: 2.8965, loss: 2.8965, grad_norm: 2.4670 2020-07-27 04:10:39,066 - mmaction - INFO - Epoch [92][520/3757] lr: 7.193e-02, eta: 6 days, 1:06:51, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6312, loss_cls: 2.9263, loss: 2.9263, grad_norm: 2.5353 2020-07-27 04:10:54,848 - mmaction - INFO - Epoch [92][540/3757] lr: 7.193e-02, eta: 6 days, 1:06:31, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5961, loss_cls: 3.0199, loss: 3.0199, grad_norm: 2.5653 2020-07-27 04:11:10,677 - mmaction - INFO - Epoch [92][560/3757] lr: 7.193e-02, eta: 6 days, 1:06:12, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5867, loss_cls: 2.9618, loss: 2.9618, grad_norm: 2.4620 2020-07-27 04:11:26,438 - mmaction - INFO - Epoch [92][580/3757] lr: 7.193e-02, eta: 6 days, 1:05:52, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5852, loss_cls: 3.0435, loss: 3.0435, grad_norm: 2.5398 2020-07-27 04:11:42,289 - mmaction - INFO - Epoch [92][600/3757] lr: 7.193e-02, eta: 6 days, 1:05:32, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.5977, loss_cls: 2.9770, loss: 2.9770, grad_norm: 2.4547 2020-07-27 04:11:58,050 - mmaction - INFO - Epoch [92][620/3757] lr: 7.193e-02, eta: 6 days, 1:05:13, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5984, loss_cls: 2.9759, loss: 2.9759, grad_norm: 2.4905 2020-07-27 04:12:13,869 - mmaction - INFO - Epoch [92][640/3757] lr: 7.193e-02, eta: 6 days, 1:04:53, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6070, loss_cls: 2.9331, loss: 2.9331, grad_norm: 2.5132 2020-07-27 04:12:29,711 - mmaction - INFO - Epoch [92][660/3757] lr: 7.193e-02, eta: 6 days, 1:04:33, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3828, top5_acc: 0.6266, loss_cls: 2.8110, loss: 2.8110, grad_norm: 2.4002 2020-07-27 04:12:45,538 - mmaction - INFO - Epoch [92][680/3757] lr: 7.193e-02, eta: 6 days, 1:04:14, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6172, loss_cls: 2.8506, loss: 2.8506, grad_norm: 2.4986 2020-07-27 04:13:01,342 - mmaction - INFO - Epoch [92][700/3757] lr: 7.193e-02, eta: 6 days, 1:03:54, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6344, loss_cls: 2.8046, loss: 2.8046, grad_norm: 2.5613 2020-07-27 04:13:17,207 - mmaction - INFO - Epoch [92][720/3757] lr: 7.193e-02, eta: 6 days, 1:03:35, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5883, loss_cls: 2.9736, loss: 2.9736, grad_norm: 2.5346 2020-07-27 04:13:32,974 - mmaction - INFO - Epoch [92][740/3757] lr: 7.193e-02, eta: 6 days, 1:03:15, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6133, loss_cls: 2.9454, loss: 2.9454, grad_norm: 2.4609 2020-07-27 04:13:48,837 - mmaction - INFO - Epoch [92][760/3757] lr: 7.193e-02, eta: 6 days, 1:02:55, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6367, loss_cls: 2.8017, loss: 2.8017, grad_norm: 2.4301 2020-07-27 04:14:04,654 - mmaction - INFO - Epoch [92][780/3757] lr: 7.193e-02, eta: 6 days, 1:02:36, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.5992, loss_cls: 2.9076, loss: 2.9076, grad_norm: 2.5401 2020-07-27 04:14:20,475 - mmaction - INFO - Epoch [92][800/3757] lr: 7.193e-02, eta: 6 days, 1:02:16, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5828, loss_cls: 3.0204, loss: 3.0204, grad_norm: 2.5133 2020-07-27 04:14:36,307 - mmaction - INFO - Epoch [92][820/3757] lr: 7.193e-02, eta: 6 days, 1:01:57, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5953, loss_cls: 3.0223, loss: 3.0223, grad_norm: 2.5549 2020-07-27 04:14:52,127 - mmaction - INFO - Epoch [92][840/3757] lr: 7.193e-02, eta: 6 days, 1:01:37, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.6016, loss_cls: 2.9880, loss: 2.9880, grad_norm: 2.5400 2020-07-27 04:15:07,893 - mmaction - INFO - Epoch [92][860/3757] lr: 7.193e-02, eta: 6 days, 1:01:17, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5969, loss_cls: 2.9767, loss: 2.9767, grad_norm: 2.5309 2020-07-27 04:15:23,997 - mmaction - INFO - Epoch [92][880/3757] lr: 7.193e-02, eta: 6 days, 1:00:59, time: 0.804, data_time: 0.011, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6086, loss_cls: 2.9236, loss: 2.9236, grad_norm: 2.4527 2020-07-27 04:15:39,765 - mmaction - INFO - Epoch [92][900/3757] lr: 7.193e-02, eta: 6 days, 1:00:39, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5992, loss_cls: 3.0282, loss: 3.0282, grad_norm: 2.4892 2020-07-27 04:15:55,597 - mmaction - INFO - Epoch [92][920/3757] lr: 7.193e-02, eta: 6 days, 1:00:19, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5922, loss_cls: 2.9751, loss: 2.9751, grad_norm: 2.4394 2020-07-27 04:16:11,413 - mmaction - INFO - Epoch [92][940/3757] lr: 7.193e-02, eta: 6 days, 1:00:00, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5930, loss_cls: 3.0130, loss: 3.0130, grad_norm: 2.4953 2020-07-27 04:16:27,206 - mmaction - INFO - Epoch [92][960/3757] lr: 7.193e-02, eta: 6 days, 0:59:40, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6289, loss_cls: 2.8337, loss: 2.8337, grad_norm: 2.4794 2020-07-27 04:16:42,954 - mmaction - INFO - Epoch [92][980/3757] lr: 7.193e-02, eta: 6 days, 0:59:20, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6148, loss_cls: 2.9134, loss: 2.9134, grad_norm: 2.4417 2020-07-27 04:16:58,829 - mmaction - INFO - Epoch [92][1000/3757] lr: 7.193e-02, eta: 6 days, 0:59:01, time: 0.794, data_time: 0.008, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6055, loss_cls: 2.9159, loss: 2.9159, grad_norm: 2.5166 2020-07-27 04:17:14,548 - mmaction - INFO - Epoch [92][1020/3757] lr: 7.193e-02, eta: 6 days, 0:58:41, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5852, loss_cls: 2.9967, loss: 2.9967, grad_norm: 2.3918 2020-07-27 04:17:30,429 - mmaction - INFO - Epoch [92][1040/3757] lr: 7.193e-02, eta: 6 days, 0:58:21, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6133, loss_cls: 2.9868, loss: 2.9868, grad_norm: 2.4316 2020-07-27 04:17:46,244 - mmaction - INFO - Epoch [92][1060/3757] lr: 7.193e-02, eta: 6 days, 0:58:02, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6008, loss_cls: 2.9391, loss: 2.9391, grad_norm: 2.4653 2020-07-27 04:18:02,029 - mmaction - INFO - Epoch [92][1080/3757] lr: 7.193e-02, eta: 6 days, 0:57:42, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6039, loss_cls: 2.9640, loss: 2.9640, grad_norm: 2.4999 2020-07-27 04:18:17,891 - mmaction - INFO - Epoch [92][1100/3757] lr: 7.193e-02, eta: 6 days, 0:57:23, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6062, loss_cls: 2.9151, loss: 2.9151, grad_norm: 2.4972 2020-07-27 04:18:33,705 - mmaction - INFO - Epoch [92][1120/3757] lr: 7.193e-02, eta: 6 days, 0:57:03, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6023, loss_cls: 2.9284, loss: 2.9284, grad_norm: 2.4718 2020-07-27 04:18:49,513 - mmaction - INFO - Epoch [92][1140/3757] lr: 7.193e-02, eta: 6 days, 0:56:43, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6047, loss_cls: 3.0174, loss: 3.0174, grad_norm: 2.4837 2020-07-27 04:19:05,238 - mmaction - INFO - Epoch [92][1160/3757] lr: 7.193e-02, eta: 6 days, 0:56:24, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3648, top5_acc: 0.5953, loss_cls: 2.9611, loss: 2.9611, grad_norm: 2.4627 2020-07-27 04:19:20,988 - mmaction - INFO - Epoch [92][1180/3757] lr: 7.193e-02, eta: 6 days, 0:56:04, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5938, loss_cls: 2.9618, loss: 2.9618, grad_norm: 2.4822 2020-07-27 04:19:36,828 - mmaction - INFO - Epoch [92][1200/3757] lr: 7.193e-02, eta: 6 days, 0:55:44, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.8468, loss: 2.8468, grad_norm: 2.4606 2020-07-27 04:19:52,606 - mmaction - INFO - Epoch [92][1220/3757] lr: 7.193e-02, eta: 6 days, 0:55:25, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6062, loss_cls: 2.9604, loss: 2.9604, grad_norm: 2.4464 2020-07-27 04:20:08,373 - mmaction - INFO - Epoch [92][1240/3757] lr: 7.193e-02, eta: 6 days, 0:55:05, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6141, loss_cls: 2.9194, loss: 2.9194, grad_norm: 2.4786 2020-07-27 04:20:24,209 - mmaction - INFO - Epoch [92][1260/3757] lr: 7.193e-02, eta: 6 days, 0:54:45, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6102, loss_cls: 2.8562, loss: 2.8562, grad_norm: 2.4736 2020-07-27 04:20:40,061 - mmaction - INFO - Epoch [92][1280/3757] lr: 7.193e-02, eta: 6 days, 0:54:26, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6195, loss_cls: 2.8599, loss: 2.8599, grad_norm: 2.4549 2020-07-27 04:20:55,885 - mmaction - INFO - Epoch [92][1300/3757] lr: 7.193e-02, eta: 6 days, 0:54:06, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6422, loss_cls: 2.8111, loss: 2.8111, grad_norm: 2.5032 2020-07-27 04:21:11,685 - mmaction - INFO - Epoch [92][1320/3757] lr: 7.193e-02, eta: 6 days, 0:53:47, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6031, loss_cls: 2.9387, loss: 2.9387, grad_norm: 2.5716 2020-07-27 04:21:27,410 - mmaction - INFO - Epoch [92][1340/3757] lr: 7.193e-02, eta: 6 days, 0:53:27, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5891, loss_cls: 3.0076, loss: 3.0076, grad_norm: 2.5625 2020-07-27 04:21:43,294 - mmaction - INFO - Epoch [92][1360/3757] lr: 7.193e-02, eta: 6 days, 0:53:07, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5797, loss_cls: 3.0062, loss: 3.0062, grad_norm: 2.5117 2020-07-27 04:21:59,095 - mmaction - INFO - Epoch [92][1380/3757] lr: 7.193e-02, eta: 6 days, 0:52:48, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6164, loss_cls: 2.8765, loss: 2.8765, grad_norm: 2.4523 2020-07-27 04:22:14,851 - mmaction - INFO - Epoch [92][1400/3757] lr: 7.193e-02, eta: 6 days, 0:52:28, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6180, loss_cls: 2.9582, loss: 2.9582, grad_norm: 2.4161 2020-07-27 04:22:30,614 - mmaction - INFO - Epoch [92][1420/3757] lr: 7.193e-02, eta: 6 days, 0:52:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 2.9625, loss: 2.9625, grad_norm: 2.4820 2020-07-27 04:22:46,384 - mmaction - INFO - Epoch [92][1440/3757] lr: 7.193e-02, eta: 6 days, 0:51:49, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5883, loss_cls: 2.9701, loss: 2.9701, grad_norm: 2.4528 2020-07-27 04:23:02,200 - mmaction - INFO - Epoch [92][1460/3757] lr: 7.193e-02, eta: 6 days, 0:51:29, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6102, loss_cls: 2.9140, loss: 2.9140, grad_norm: 2.5146 2020-07-27 04:23:18,049 - mmaction - INFO - Epoch [92][1480/3757] lr: 7.193e-02, eta: 6 days, 0:51:09, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.0198, loss: 3.0198, grad_norm: 2.5498 2020-07-27 04:23:33,841 - mmaction - INFO - Epoch [92][1500/3757] lr: 7.193e-02, eta: 6 days, 0:50:50, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5953, loss_cls: 3.0388, loss: 3.0388, grad_norm: 2.4864 2020-07-27 04:23:49,654 - mmaction - INFO - Epoch [92][1520/3757] lr: 7.193e-02, eta: 6 days, 0:50:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6094, loss_cls: 2.9616, loss: 2.9616, grad_norm: 2.4669 2020-07-27 04:24:05,547 - mmaction - INFO - Epoch [92][1540/3757] lr: 7.193e-02, eta: 6 days, 0:50:11, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3805, top5_acc: 0.6164, loss_cls: 2.9276, loss: 2.9276, grad_norm: 2.4768 2020-07-27 04:24:21,369 - mmaction - INFO - Epoch [92][1560/3757] lr: 7.193e-02, eta: 6 days, 0:49:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6047, loss_cls: 2.9497, loss: 2.9497, grad_norm: 2.4924 2020-07-27 04:24:37,162 - mmaction - INFO - Epoch [92][1580/3757] lr: 7.193e-02, eta: 6 days, 0:49:32, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 2.9684, loss: 2.9684, grad_norm: 2.6251 2020-07-27 04:24:52,917 - mmaction - INFO - Epoch [92][1600/3757] lr: 7.193e-02, eta: 6 days, 0:49:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6031, loss_cls: 3.0006, loss: 3.0006, grad_norm: 2.4790 2020-07-27 04:25:08,749 - mmaction - INFO - Epoch [92][1620/3757] lr: 7.193e-02, eta: 6 days, 0:48:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5867, loss_cls: 3.0331, loss: 3.0331, grad_norm: 2.5532 2020-07-27 04:25:24,551 - mmaction - INFO - Epoch [92][1640/3757] lr: 7.193e-02, eta: 6 days, 0:48:33, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.5945, loss_cls: 2.9807, loss: 2.9807, grad_norm: 2.4930 2020-07-27 04:25:40,352 - mmaction - INFO - Epoch [92][1660/3757] lr: 7.193e-02, eta: 6 days, 0:48:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6055, loss_cls: 2.9128, loss: 2.9128, grad_norm: 2.5055 2020-07-27 04:25:56,082 - mmaction - INFO - Epoch [92][1680/3757] lr: 7.193e-02, eta: 6 days, 0:47:53, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5891, loss_cls: 3.0150, loss: 3.0150, grad_norm: 2.4506 2020-07-27 04:26:11,924 - mmaction - INFO - Epoch [92][1700/3757] lr: 7.193e-02, eta: 6 days, 0:47:34, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6008, loss_cls: 2.9365, loss: 2.9365, grad_norm: 2.4535 2020-07-27 04:26:27,675 - mmaction - INFO - Epoch [92][1720/3757] lr: 7.193e-02, eta: 6 days, 0:47:14, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5883, loss_cls: 3.0268, loss: 3.0268, grad_norm: 2.4651 2020-07-27 04:26:43,429 - mmaction - INFO - Epoch [92][1740/3757] lr: 7.193e-02, eta: 6 days, 0:46:54, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8806, loss: 2.8806, grad_norm: 2.4852 2020-07-27 04:26:59,227 - mmaction - INFO - Epoch [92][1760/3757] lr: 7.193e-02, eta: 6 days, 0:46:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5789, loss_cls: 3.0624, loss: 3.0624, grad_norm: 2.4323 2020-07-27 04:27:15,001 - mmaction - INFO - Epoch [92][1780/3757] lr: 7.193e-02, eta: 6 days, 0:46:15, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6156, loss_cls: 2.9238, loss: 2.9238, grad_norm: 2.5180 2020-07-27 04:27:30,842 - mmaction - INFO - Epoch [92][1800/3757] lr: 7.193e-02, eta: 6 days, 0:45:56, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3797, top5_acc: 0.6312, loss_cls: 2.8440, loss: 2.8440, grad_norm: 2.4894 2020-07-27 04:27:46,652 - mmaction - INFO - Epoch [92][1820/3757] lr: 7.193e-02, eta: 6 days, 0:45:36, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6000, loss_cls: 2.9367, loss: 2.9367, grad_norm: 2.4923 2020-07-27 04:28:02,428 - mmaction - INFO - Epoch [92][1840/3757] lr: 7.193e-02, eta: 6 days, 0:45:16, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6180, loss_cls: 2.8937, loss: 2.8937, grad_norm: 2.4421 2020-07-27 04:28:18,185 - mmaction - INFO - Epoch [92][1860/3757] lr: 7.193e-02, eta: 6 days, 0:44:57, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5828, loss_cls: 3.0449, loss: 3.0449, grad_norm: 2.4853 2020-07-27 04:28:34,003 - mmaction - INFO - Epoch [92][1880/3757] lr: 7.193e-02, eta: 6 days, 0:44:37, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5898, loss_cls: 3.0123, loss: 3.0123, grad_norm: 2.4939 2020-07-27 04:28:49,824 - mmaction - INFO - Epoch [92][1900/3757] lr: 7.193e-02, eta: 6 days, 0:44:17, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6086, loss_cls: 2.9102, loss: 2.9102, grad_norm: 2.4792 2020-07-27 04:29:05,615 - mmaction - INFO - Epoch [92][1920/3757] lr: 7.193e-02, eta: 6 days, 0:43:58, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6359, loss_cls: 2.8366, loss: 2.8366, grad_norm: 2.4910 2020-07-27 04:29:21,407 - mmaction - INFO - Epoch [92][1940/3757] lr: 7.193e-02, eta: 6 days, 0:43:38, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6016, loss_cls: 2.9573, loss: 2.9573, grad_norm: 2.4805 2020-07-27 04:29:37,267 - mmaction - INFO - Epoch [92][1960/3757] lr: 7.193e-02, eta: 6 days, 0:43:19, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6008, loss_cls: 2.9394, loss: 2.9394, grad_norm: 2.5061 2020-07-27 04:29:53,072 - mmaction - INFO - Epoch [92][1980/3757] lr: 7.193e-02, eta: 6 days, 0:42:59, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6000, loss_cls: 2.9852, loss: 2.9852, grad_norm: 2.5006 2020-07-27 04:30:08,914 - mmaction - INFO - Epoch [92][2000/3757] lr: 7.193e-02, eta: 6 days, 0:42:39, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5961, loss_cls: 3.0014, loss: 3.0014, grad_norm: 2.4820 2020-07-27 04:30:24,741 - mmaction - INFO - Epoch [92][2020/3757] lr: 7.193e-02, eta: 6 days, 0:42:20, time: 0.793, data_time: 0.006, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5898, loss_cls: 3.0707, loss: 3.0707, grad_norm: 2.4922 2020-07-27 04:30:40,554 - mmaction - INFO - Epoch [92][2040/3757] lr: 7.193e-02, eta: 6 days, 0:42:00, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6203, loss_cls: 2.8666, loss: 2.8666, grad_norm: 2.4233 2020-07-27 04:30:56,296 - mmaction - INFO - Epoch [92][2060/3757] lr: 7.193e-02, eta: 6 days, 0:41:41, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3852, top5_acc: 0.6195, loss_cls: 2.8086, loss: 2.8086, grad_norm: 2.4655 2020-07-27 04:31:12,083 - mmaction - INFO - Epoch [92][2080/3757] lr: 7.193e-02, eta: 6 days, 0:41:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5945, loss_cls: 3.0107, loss: 3.0107, grad_norm: 2.5103 2020-07-27 04:31:27,936 - mmaction - INFO - Epoch [92][2100/3757] lr: 7.193e-02, eta: 6 days, 0:41:02, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6133, loss_cls: 2.9259, loss: 2.9259, grad_norm: 2.5458 2020-07-27 04:31:43,751 - mmaction - INFO - Epoch [92][2120/3757] lr: 7.193e-02, eta: 6 days, 0:40:42, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6141, loss_cls: 2.8742, loss: 2.8742, grad_norm: 2.5289 2020-07-27 04:31:59,528 - mmaction - INFO - Epoch [92][2140/3757] lr: 7.193e-02, eta: 6 days, 0:40:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6086, loss_cls: 2.8814, loss: 2.8814, grad_norm: 2.5113 2020-07-27 04:32:15,279 - mmaction - INFO - Epoch [92][2160/3757] lr: 7.193e-02, eta: 6 days, 0:40:03, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5922, loss_cls: 3.0399, loss: 3.0399, grad_norm: 2.5699 2020-07-27 04:32:31,062 - mmaction - INFO - Epoch [92][2180/3757] lr: 7.193e-02, eta: 6 days, 0:39:43, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 2.9472, loss: 2.9472, grad_norm: 2.5078 2020-07-27 04:32:46,839 - mmaction - INFO - Epoch [92][2200/3757] lr: 7.193e-02, eta: 6 days, 0:39:23, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6055, loss_cls: 2.9453, loss: 2.9453, grad_norm: 2.5292 2020-07-27 04:33:02,571 - mmaction - INFO - Epoch [92][2220/3757] lr: 7.193e-02, eta: 6 days, 0:39:04, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6172, loss_cls: 2.9297, loss: 2.9297, grad_norm: 2.5223 2020-07-27 04:33:18,370 - mmaction - INFO - Epoch [92][2240/3757] lr: 7.193e-02, eta: 6 days, 0:38:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5805, loss_cls: 2.9773, loss: 2.9773, grad_norm: 2.4618 2020-07-27 04:33:34,165 - mmaction - INFO - Epoch [92][2260/3757] lr: 7.193e-02, eta: 6 days, 0:38:24, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5852, loss_cls: 3.0338, loss: 3.0338, grad_norm: 2.4413 2020-07-27 04:33:49,961 - mmaction - INFO - Epoch [92][2280/3757] lr: 7.193e-02, eta: 6 days, 0:38:05, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6055, loss_cls: 2.9044, loss: 2.9044, grad_norm: 2.5349 2020-07-27 04:34:05,700 - mmaction - INFO - Epoch [92][2300/3757] lr: 7.193e-02, eta: 6 days, 0:37:45, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6078, loss_cls: 2.9772, loss: 2.9772, grad_norm: 2.5046 2020-07-27 04:34:21,560 - mmaction - INFO - Epoch [92][2320/3757] lr: 7.193e-02, eta: 6 days, 0:37:25, time: 0.793, data_time: 0.010, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5766, loss_cls: 3.0554, loss: 3.0554, grad_norm: 2.4757 2020-07-27 04:34:37,357 - mmaction - INFO - Epoch [92][2340/3757] lr: 7.193e-02, eta: 6 days, 0:37:06, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5953, loss_cls: 2.9998, loss: 2.9998, grad_norm: 2.5229 2020-07-27 04:34:53,198 - mmaction - INFO - Epoch [92][2360/3757] lr: 7.193e-02, eta: 6 days, 0:36:46, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6047, loss_cls: 2.9582, loss: 2.9582, grad_norm: 2.4673 2020-07-27 04:35:08,997 - mmaction - INFO - Epoch [92][2380/3757] lr: 7.193e-02, eta: 6 days, 0:36:27, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5797, loss_cls: 3.0245, loss: 3.0245, grad_norm: 2.4786 2020-07-27 04:35:24,804 - mmaction - INFO - Epoch [92][2400/3757] lr: 7.193e-02, eta: 6 days, 0:36:07, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6125, loss_cls: 2.8973, loss: 2.8973, grad_norm: 2.4548 2020-07-27 04:35:40,563 - mmaction - INFO - Epoch [92][2420/3757] lr: 7.193e-02, eta: 6 days, 0:35:47, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6125, loss_cls: 2.9972, loss: 2.9972, grad_norm: 2.4291 2020-07-27 04:35:56,743 - mmaction - INFO - Epoch [92][2440/3757] lr: 7.193e-02, eta: 6 days, 0:35:29, time: 0.809, data_time: 0.018, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6234, loss_cls: 2.8897, loss: 2.8897, grad_norm: 2.4820 2020-07-27 04:36:12,529 - mmaction - INFO - Epoch [92][2460/3757] lr: 7.193e-02, eta: 6 days, 0:35:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6234, loss_cls: 2.9250, loss: 2.9250, grad_norm: 2.5184 2020-07-27 04:36:28,320 - mmaction - INFO - Epoch [92][2480/3757] lr: 7.193e-02, eta: 6 days, 0:34:50, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6164, loss_cls: 2.9256, loss: 2.9256, grad_norm: 2.5341 2020-07-27 04:36:44,113 - mmaction - INFO - Epoch [92][2500/3757] lr: 7.193e-02, eta: 6 days, 0:34:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5914, loss_cls: 2.9308, loss: 2.9308, grad_norm: 2.4905 2020-07-27 04:36:59,931 - mmaction - INFO - Epoch [92][2520/3757] lr: 7.193e-02, eta: 6 days, 0:34:10, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5969, loss_cls: 2.9653, loss: 2.9653, grad_norm: 2.3671 2020-07-27 04:37:15,643 - mmaction - INFO - Epoch [92][2540/3757] lr: 7.193e-02, eta: 6 days, 0:33:51, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5969, loss_cls: 2.9872, loss: 2.9872, grad_norm: 2.4960 2020-07-27 04:37:31,496 - mmaction - INFO - Epoch [92][2560/3757] lr: 7.193e-02, eta: 6 days, 0:33:31, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5844, loss_cls: 3.0213, loss: 3.0213, grad_norm: 2.5172 2020-07-27 04:37:47,236 - mmaction - INFO - Epoch [92][2580/3757] lr: 7.193e-02, eta: 6 days, 0:33:11, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5977, loss_cls: 3.0088, loss: 3.0088, grad_norm: 2.4005 2020-07-27 04:38:03,072 - mmaction - INFO - Epoch [92][2600/3757] lr: 7.193e-02, eta: 6 days, 0:32:52, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5992, loss_cls: 3.0404, loss: 3.0404, grad_norm: 2.4673 2020-07-27 04:38:18,888 - mmaction - INFO - Epoch [92][2620/3757] lr: 7.193e-02, eta: 6 days, 0:32:32, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6375, loss_cls: 2.8592, loss: 2.8592, grad_norm: 2.5054 2020-07-27 04:38:34,636 - mmaction - INFO - Epoch [92][2640/3757] lr: 7.193e-02, eta: 6 days, 0:32:13, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6320, loss_cls: 2.8833, loss: 2.8833, grad_norm: 2.4871 2020-07-27 04:38:50,549 - mmaction - INFO - Epoch [92][2660/3757] lr: 7.193e-02, eta: 6 days, 0:31:53, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6109, loss_cls: 2.9047, loss: 2.9047, grad_norm: 2.4761 2020-07-27 04:39:06,358 - mmaction - INFO - Epoch [92][2680/3757] lr: 7.193e-02, eta: 6 days, 0:31:34, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.9346, loss: 2.9346, grad_norm: 2.4478 2020-07-27 04:39:22,183 - mmaction - INFO - Epoch [92][2700/3757] lr: 7.193e-02, eta: 6 days, 0:31:14, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5789, loss_cls: 3.0891, loss: 3.0891, grad_norm: 2.5139 2020-07-27 04:39:38,000 - mmaction - INFO - Epoch [92][2720/3757] lr: 7.193e-02, eta: 6 days, 0:30:55, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6320, loss_cls: 2.9011, loss: 2.9011, grad_norm: 2.4752 2020-07-27 04:39:53,811 - mmaction - INFO - Epoch [92][2740/3757] lr: 7.193e-02, eta: 6 days, 0:30:35, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6039, loss_cls: 2.9687, loss: 2.9687, grad_norm: 2.5007 2020-07-27 04:40:09,633 - mmaction - INFO - Epoch [92][2760/3757] lr: 7.193e-02, eta: 6 days, 0:30:16, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6203, loss_cls: 2.9289, loss: 2.9289, grad_norm: 2.5415 2020-07-27 04:40:25,483 - mmaction - INFO - Epoch [92][2780/3757] lr: 7.193e-02, eta: 6 days, 0:29:56, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5672, loss_cls: 3.1154, loss: 3.1154, grad_norm: 2.4504 2020-07-27 04:40:41,431 - mmaction - INFO - Epoch [92][2800/3757] lr: 7.193e-02, eta: 6 days, 0:29:37, time: 0.797, data_time: 0.011, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5977, loss_cls: 3.0082, loss: 3.0082, grad_norm: 2.4705 2020-07-27 04:40:57,244 - mmaction - INFO - Epoch [92][2820/3757] lr: 7.193e-02, eta: 6 days, 0:29:17, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6070, loss_cls: 2.9094, loss: 2.9094, grad_norm: 2.4787 2020-07-27 04:41:13,080 - mmaction - INFO - Epoch [92][2840/3757] lr: 7.193e-02, eta: 6 days, 0:28:58, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6164, loss_cls: 2.8594, loss: 2.8594, grad_norm: 2.5247 2020-07-27 04:41:28,885 - mmaction - INFO - Epoch [92][2860/3757] lr: 7.193e-02, eta: 6 days, 0:28:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5781, loss_cls: 3.1323, loss: 3.1323, grad_norm: 2.5756 2020-07-27 04:41:44,678 - mmaction - INFO - Epoch [92][2880/3757] lr: 7.193e-02, eta: 6 days, 0:28:19, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 2.9987, loss: 2.9987, grad_norm: 2.5533 2020-07-27 04:42:00,568 - mmaction - INFO - Epoch [92][2900/3757] lr: 7.193e-02, eta: 6 days, 0:27:59, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6070, loss_cls: 2.9356, loss: 2.9356, grad_norm: 2.5093 2020-07-27 04:42:16,479 - mmaction - INFO - Epoch [92][2920/3757] lr: 7.193e-02, eta: 6 days, 0:27:40, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6312, loss_cls: 2.8544, loss: 2.8544, grad_norm: 2.4293 2020-07-27 04:42:32,213 - mmaction - INFO - Epoch [92][2940/3757] lr: 7.193e-02, eta: 6 days, 0:27:20, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6125, loss_cls: 2.9242, loss: 2.9242, grad_norm: 2.5411 2020-07-27 04:42:48,064 - mmaction - INFO - Epoch [92][2960/3757] lr: 7.193e-02, eta: 6 days, 0:27:01, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6258, loss_cls: 2.8766, loss: 2.8766, grad_norm: 2.5396 2020-07-27 04:43:03,931 - mmaction - INFO - Epoch [92][2980/3757] lr: 7.193e-02, eta: 6 days, 0:26:41, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5836, loss_cls: 2.9977, loss: 2.9977, grad_norm: 2.4737 2020-07-27 04:43:19,706 - mmaction - INFO - Epoch [92][3000/3757] lr: 7.193e-02, eta: 6 days, 0:26:22, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5891, loss_cls: 3.0037, loss: 3.0037, grad_norm: 2.5100 2020-07-27 04:43:35,491 - mmaction - INFO - Epoch [92][3020/3757] lr: 7.193e-02, eta: 6 days, 0:26:02, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6023, loss_cls: 2.9683, loss: 2.9683, grad_norm: 2.5239 2020-07-27 04:43:51,332 - mmaction - INFO - Epoch [92][3040/3757] lr: 7.193e-02, eta: 6 days, 0:25:43, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5961, loss_cls: 2.9930, loss: 2.9930, grad_norm: 2.5572 2020-07-27 04:44:07,161 - mmaction - INFO - Epoch [92][3060/3757] lr: 7.193e-02, eta: 6 days, 0:25:23, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.9228, loss: 2.9228, grad_norm: 2.4648 2020-07-27 04:44:22,954 - mmaction - INFO - Epoch [92][3080/3757] lr: 7.193e-02, eta: 6 days, 0:25:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5945, loss_cls: 2.9235, loss: 2.9235, grad_norm: 2.4809 2020-07-27 04:44:38,737 - mmaction - INFO - Epoch [92][3100/3757] lr: 7.193e-02, eta: 6 days, 0:24:44, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.5891, loss_cls: 2.9564, loss: 2.9564, grad_norm: 2.4330 2020-07-27 04:44:54,573 - mmaction - INFO - Epoch [92][3120/3757] lr: 7.193e-02, eta: 6 days, 0:24:24, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6039, loss_cls: 2.9042, loss: 2.9042, grad_norm: 2.4518 2020-07-27 04:45:10,394 - mmaction - INFO - Epoch [92][3140/3757] lr: 7.193e-02, eta: 6 days, 0:24:05, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6039, loss_cls: 2.9765, loss: 2.9765, grad_norm: 2.4495 2020-07-27 04:45:26,202 - mmaction - INFO - Epoch [92][3160/3757] lr: 7.193e-02, eta: 6 days, 0:23:45, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5750, loss_cls: 3.0969, loss: 3.0969, grad_norm: 2.4653 2020-07-27 04:45:41,985 - mmaction - INFO - Epoch [92][3180/3757] lr: 7.193e-02, eta: 6 days, 0:23:26, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5883, loss_cls: 3.0549, loss: 3.0549, grad_norm: 2.4734 2020-07-27 04:45:57,809 - mmaction - INFO - Epoch [92][3200/3757] lr: 7.193e-02, eta: 6 days, 0:23:06, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.5992, loss_cls: 2.9707, loss: 2.9707, grad_norm: 2.4700 2020-07-27 04:46:13,587 - mmaction - INFO - Epoch [92][3220/3757] lr: 7.193e-02, eta: 6 days, 0:22:47, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6070, loss_cls: 2.8676, loss: 2.8676, grad_norm: 2.4687 2020-07-27 04:46:29,410 - mmaction - INFO - Epoch [92][3240/3757] lr: 7.193e-02, eta: 6 days, 0:22:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5930, loss_cls: 2.9858, loss: 2.9858, grad_norm: 2.5030 2020-07-27 04:46:45,244 - mmaction - INFO - Epoch [92][3260/3757] lr: 7.193e-02, eta: 6 days, 0:22:08, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6078, loss_cls: 2.9580, loss: 2.9580, grad_norm: 2.5378 2020-07-27 04:47:00,997 - mmaction - INFO - Epoch [92][3280/3757] lr: 7.193e-02, eta: 6 days, 0:21:48, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5953, loss_cls: 3.0347, loss: 3.0347, grad_norm: 2.5708 2020-07-27 04:47:16,781 - mmaction - INFO - Epoch [92][3300/3757] lr: 7.193e-02, eta: 6 days, 0:21:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6055, loss_cls: 2.9146, loss: 2.9146, grad_norm: 2.4777 2020-07-27 04:47:32,556 - mmaction - INFO - Epoch [92][3320/3757] lr: 7.193e-02, eta: 6 days, 0:21:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6336, loss_cls: 2.8825, loss: 2.8825, grad_norm: 2.4520 2020-07-27 04:47:48,296 - mmaction - INFO - Epoch [92][3340/3757] lr: 7.193e-02, eta: 6 days, 0:20:49, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5773, loss_cls: 3.0250, loss: 3.0250, grad_norm: 2.5129 2020-07-27 04:48:04,124 - mmaction - INFO - Epoch [92][3360/3757] lr: 7.193e-02, eta: 6 days, 0:20:29, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5914, loss_cls: 3.0060, loss: 3.0060, grad_norm: 2.4862 2020-07-27 04:48:19,824 - mmaction - INFO - Epoch [92][3380/3757] lr: 7.193e-02, eta: 6 days, 0:20:10, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6016, loss_cls: 2.9017, loss: 2.9017, grad_norm: 2.4843 2020-07-27 04:48:35,656 - mmaction - INFO - Epoch [92][3400/3757] lr: 7.193e-02, eta: 6 days, 0:19:50, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5875, loss_cls: 3.0369, loss: 3.0369, grad_norm: 2.5476 2020-07-27 04:48:51,395 - mmaction - INFO - Epoch [92][3420/3757] lr: 7.193e-02, eta: 6 days, 0:19:30, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5922, loss_cls: 2.9764, loss: 2.9764, grad_norm: 2.4814 2020-07-27 04:49:07,185 - mmaction - INFO - Epoch [92][3440/3757] lr: 7.193e-02, eta: 6 days, 0:19:11, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6023, loss_cls: 2.9353, loss: 2.9353, grad_norm: 2.4610 2020-07-27 04:49:22,955 - mmaction - INFO - Epoch [92][3460/3757] lr: 7.193e-02, eta: 6 days, 0:18:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5977, loss_cls: 3.0306, loss: 3.0306, grad_norm: 2.4984 2020-07-27 04:49:38,692 - mmaction - INFO - Epoch [92][3480/3757] lr: 7.193e-02, eta: 6 days, 0:18:31, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 2.9745, loss: 2.9745, grad_norm: 2.5089 2020-07-27 04:49:54,441 - mmaction - INFO - Epoch [92][3500/3757] lr: 7.193e-02, eta: 6 days, 0:18:12, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5906, loss_cls: 3.0015, loss: 3.0015, grad_norm: 2.4878 2020-07-27 04:50:10,248 - mmaction - INFO - Epoch [92][3520/3757] lr: 7.193e-02, eta: 6 days, 0:17:52, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6000, loss_cls: 3.0147, loss: 3.0147, grad_norm: 2.4752 2020-07-27 04:50:26,035 - mmaction - INFO - Epoch [92][3540/3757] lr: 7.193e-02, eta: 6 days, 0:17:33, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 2.9882, loss: 2.9882, grad_norm: 2.4555 2020-07-27 04:50:41,989 - mmaction - INFO - Epoch [92][3560/3757] lr: 7.193e-02, eta: 6 days, 0:17:13, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5797, loss_cls: 3.0518, loss: 3.0518, grad_norm: 2.4262 2020-07-27 04:50:57,901 - mmaction - INFO - Epoch [92][3580/3757] lr: 7.193e-02, eta: 6 days, 0:16:54, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6109, loss_cls: 2.9600, loss: 2.9600, grad_norm: 2.5034 2020-07-27 04:51:13,756 - mmaction - INFO - Epoch [92][3600/3757] lr: 7.193e-02, eta: 6 days, 0:16:35, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6164, loss_cls: 2.9256, loss: 2.9256, grad_norm: 2.4245 2020-07-27 04:51:29,543 - mmaction - INFO - Epoch [92][3620/3757] lr: 7.193e-02, eta: 6 days, 0:16:15, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5766, loss_cls: 3.0758, loss: 3.0758, grad_norm: 2.5143 2020-07-27 04:51:45,345 - mmaction - INFO - Epoch [92][3640/3757] lr: 7.193e-02, eta: 6 days, 0:15:56, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6047, loss_cls: 2.9253, loss: 2.9253, grad_norm: 2.5091 2020-07-27 04:52:01,101 - mmaction - INFO - Epoch [92][3660/3757] lr: 7.193e-02, eta: 6 days, 0:15:36, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6117, loss_cls: 2.8953, loss: 2.8953, grad_norm: 2.4675 2020-07-27 04:52:16,895 - mmaction - INFO - Epoch [92][3680/3757] lr: 7.193e-02, eta: 6 days, 0:15:16, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6070, loss_cls: 2.9267, loss: 2.9267, grad_norm: 2.4436 2020-07-27 04:52:32,687 - mmaction - INFO - Epoch [92][3700/3757] lr: 7.193e-02, eta: 6 days, 0:14:57, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6000, loss_cls: 2.9275, loss: 2.9275, grad_norm: 2.4500 2020-07-27 04:52:48,490 - mmaction - INFO - Epoch [92][3720/3757] lr: 7.193e-02, eta: 6 days, 0:14:37, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5977, loss_cls: 2.9739, loss: 2.9739, grad_norm: 2.4787 2020-07-27 04:53:04,325 - mmaction - INFO - Epoch [92][3740/3757] lr: 7.193e-02, eta: 6 days, 0:14:18, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6102, loss_cls: 2.9806, loss: 2.9806, grad_norm: 2.4640 2020-07-27 04:53:22,869 - mmaction - INFO - Saving checkpoint at 92 epochs 2020-07-27 04:56:33,809 - mmaction - INFO - Epoch [93][20/3757] lr: 7.138e-02, eta: 6 days, 0:20:32, time: 9.465, data_time: 8.559, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6008, loss_cls: 2.9593, loss: 2.9593, grad_norm: 2.4742 2020-07-27 04:56:49,496 - mmaction - INFO - Epoch [93][40/3757] lr: 7.138e-02, eta: 6 days, 0:20:12, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6086, loss_cls: 2.8834, loss: 2.8834, grad_norm: 2.4067 2020-07-27 04:57:05,374 - mmaction - INFO - Epoch [93][60/3757] lr: 7.138e-02, eta: 6 days, 0:19:52, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6078, loss_cls: 2.9382, loss: 2.9382, grad_norm: 2.5503 2020-07-27 04:57:21,256 - mmaction - INFO - Epoch [93][80/3757] lr: 7.138e-02, eta: 6 days, 0:19:33, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6383, loss_cls: 2.7934, loss: 2.7934, grad_norm: 2.5425 2020-07-27 04:57:37,097 - mmaction - INFO - Epoch [93][100/3757] lr: 7.138e-02, eta: 6 days, 0:19:14, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6203, loss_cls: 2.9179, loss: 2.9179, grad_norm: 2.5417 2020-07-27 04:57:52,932 - mmaction - INFO - Epoch [93][120/3757] lr: 7.138e-02, eta: 6 days, 0:18:54, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6242, loss_cls: 2.8876, loss: 2.8876, grad_norm: 2.5453 2020-07-27 04:58:08,660 - mmaction - INFO - Epoch [93][140/3757] lr: 7.138e-02, eta: 6 days, 0:18:34, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6039, loss_cls: 2.9784, loss: 2.9784, grad_norm: 2.4662 2020-07-27 04:58:24,490 - mmaction - INFO - Epoch [93][160/3757] lr: 7.138e-02, eta: 6 days, 0:18:15, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6383, loss_cls: 2.8470, loss: 2.8470, grad_norm: 2.4689 2020-07-27 04:58:40,370 - mmaction - INFO - Epoch [93][180/3757] lr: 7.138e-02, eta: 6 days, 0:17:55, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3836, top5_acc: 0.6312, loss_cls: 2.7898, loss: 2.7898, grad_norm: 2.5355 2020-07-27 04:58:56,306 - mmaction - INFO - Epoch [93][200/3757] lr: 7.138e-02, eta: 6 days, 0:17:36, time: 0.798, data_time: 0.011, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5875, loss_cls: 3.0171, loss: 3.0171, grad_norm: 2.5864 2020-07-27 04:59:12,168 - mmaction - INFO - Epoch [93][220/3757] lr: 7.138e-02, eta: 6 days, 0:17:17, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6117, loss_cls: 2.9388, loss: 2.9388, grad_norm: 2.5432 2020-07-27 04:59:27,955 - mmaction - INFO - Epoch [93][240/3757] lr: 7.138e-02, eta: 6 days, 0:16:57, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6070, loss_cls: 2.9727, loss: 2.9727, grad_norm: 2.5292 2020-07-27 04:59:43,745 - mmaction - INFO - Epoch [93][260/3757] lr: 7.138e-02, eta: 6 days, 0:16:37, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5867, loss_cls: 3.0135, loss: 3.0135, grad_norm: 2.5310 2020-07-27 04:59:59,580 - mmaction - INFO - Epoch [93][280/3757] lr: 7.138e-02, eta: 6 days, 0:16:18, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6070, loss_cls: 2.9461, loss: 2.9461, grad_norm: 2.5328 2020-07-27 05:00:20,920 - mmaction - INFO - Epoch [93][300/3757] lr: 7.138e-02, eta: 6 days, 0:16:12, time: 1.065, data_time: 0.007, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6289, loss_cls: 2.8644, loss: 2.8644, grad_norm: 2.5186 2020-07-27 05:00:36,718 - mmaction - INFO - Epoch [93][320/3757] lr: 7.138e-02, eta: 6 days, 0:15:53, time: 0.792, data_time: 0.007, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6039, loss_cls: 2.9686, loss: 2.9686, grad_norm: 2.5190 2020-07-27 05:00:52,525 - mmaction - INFO - Epoch [93][340/3757] lr: 7.138e-02, eta: 6 days, 0:15:33, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6047, loss_cls: 2.9312, loss: 2.9312, grad_norm: 2.4821 2020-07-27 05:01:08,243 - mmaction - INFO - Epoch [93][360/3757] lr: 7.138e-02, eta: 6 days, 0:15:14, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6227, loss_cls: 2.8665, loss: 2.8665, grad_norm: 2.4434 2020-07-27 05:01:24,002 - mmaction - INFO - Epoch [93][380/3757] lr: 7.138e-02, eta: 6 days, 0:14:54, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6250, loss_cls: 2.8503, loss: 2.8503, grad_norm: 2.4793 2020-07-27 05:01:39,750 - mmaction - INFO - Epoch [93][400/3757] lr: 7.138e-02, eta: 6 days, 0:14:34, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6023, loss_cls: 2.9458, loss: 2.9458, grad_norm: 2.5630 2020-07-27 05:01:55,641 - mmaction - INFO - Epoch [93][420/3757] lr: 7.138e-02, eta: 6 days, 0:14:15, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5922, loss_cls: 2.9893, loss: 2.9893, grad_norm: 2.4907 2020-07-27 05:02:11,389 - mmaction - INFO - Epoch [93][440/3757] lr: 7.138e-02, eta: 6 days, 0:13:55, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6242, loss_cls: 2.8943, loss: 2.8943, grad_norm: 2.5154 2020-07-27 05:02:27,172 - mmaction - INFO - Epoch [93][460/3757] lr: 7.138e-02, eta: 6 days, 0:13:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6195, loss_cls: 2.8997, loss: 2.8997, grad_norm: 2.4836 2020-07-27 05:02:42,958 - mmaction - INFO - Epoch [93][480/3757] lr: 7.138e-02, eta: 6 days, 0:13:16, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6109, loss_cls: 2.9667, loss: 2.9667, grad_norm: 2.5047 2020-07-27 05:02:58,703 - mmaction - INFO - Epoch [93][500/3757] lr: 7.138e-02, eta: 6 days, 0:12:56, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6125, loss_cls: 2.9122, loss: 2.9122, grad_norm: 2.5331 2020-07-27 05:03:14,473 - mmaction - INFO - Epoch [93][520/3757] lr: 7.138e-02, eta: 6 days, 0:12:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6000, loss_cls: 2.9608, loss: 2.9608, grad_norm: 2.5370 2020-07-27 05:03:30,352 - mmaction - INFO - Epoch [93][540/3757] lr: 7.138e-02, eta: 6 days, 0:12:17, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6008, loss_cls: 2.9245, loss: 2.9245, grad_norm: 2.4545 2020-07-27 05:03:46,133 - mmaction - INFO - Epoch [93][560/3757] lr: 7.138e-02, eta: 6 days, 0:11:57, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6203, loss_cls: 2.8723, loss: 2.8723, grad_norm: 2.4982 2020-07-27 05:04:01,989 - mmaction - INFO - Epoch [93][580/3757] lr: 7.138e-02, eta: 6 days, 0:11:38, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6227, loss_cls: 2.8286, loss: 2.8286, grad_norm: 2.4979 2020-07-27 05:04:17,788 - mmaction - INFO - Epoch [93][600/3757] lr: 7.138e-02, eta: 6 days, 0:11:18, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6000, loss_cls: 2.9438, loss: 2.9438, grad_norm: 2.5260 2020-07-27 05:04:33,637 - mmaction - INFO - Epoch [93][620/3757] lr: 7.138e-02, eta: 6 days, 0:10:59, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6305, loss_cls: 2.8544, loss: 2.8544, grad_norm: 2.5078 2020-07-27 05:04:49,430 - mmaction - INFO - Epoch [93][640/3757] lr: 7.138e-02, eta: 6 days, 0:10:39, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6031, loss_cls: 3.0156, loss: 3.0156, grad_norm: 2.5151 2020-07-27 05:05:05,413 - mmaction - INFO - Epoch [93][660/3757] lr: 7.138e-02, eta: 6 days, 0:10:20, time: 0.799, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6156, loss_cls: 2.9569, loss: 2.9569, grad_norm: 2.4938 2020-07-27 05:05:21,115 - mmaction - INFO - Epoch [93][680/3757] lr: 7.138e-02, eta: 6 days, 0:10:00, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.9458, loss: 2.9458, grad_norm: 2.4058 2020-07-27 05:05:36,943 - mmaction - INFO - Epoch [93][700/3757] lr: 7.138e-02, eta: 6 days, 0:09:41, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6070, loss_cls: 2.9547, loss: 2.9547, grad_norm: 2.4679 2020-07-27 05:05:52,690 - mmaction - INFO - Epoch [93][720/3757] lr: 7.138e-02, eta: 6 days, 0:09:21, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6094, loss_cls: 2.8910, loss: 2.8910, grad_norm: 2.5057 2020-07-27 05:06:08,525 - mmaction - INFO - Epoch [93][740/3757] lr: 7.138e-02, eta: 6 days, 0:09:02, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6172, loss_cls: 2.8577, loss: 2.8577, grad_norm: 2.4649 2020-07-27 05:06:24,357 - mmaction - INFO - Epoch [93][760/3757] lr: 7.138e-02, eta: 6 days, 0:08:42, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6047, loss_cls: 2.9499, loss: 2.9499, grad_norm: 2.5690 2020-07-27 05:06:40,127 - mmaction - INFO - Epoch [93][780/3757] lr: 7.138e-02, eta: 6 days, 0:08:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6117, loss_cls: 2.9191, loss: 2.9191, grad_norm: 2.5123 2020-07-27 05:06:56,015 - mmaction - INFO - Epoch [93][800/3757] lr: 7.138e-02, eta: 6 days, 0:08:03, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6094, loss_cls: 2.9679, loss: 2.9679, grad_norm: 2.5043 2020-07-27 05:07:11,724 - mmaction - INFO - Epoch [93][820/3757] lr: 7.138e-02, eta: 6 days, 0:07:43, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6000, loss_cls: 2.9809, loss: 2.9809, grad_norm: 2.4950 2020-07-27 05:07:27,451 - mmaction - INFO - Epoch [93][840/3757] lr: 7.138e-02, eta: 6 days, 0:07:23, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6070, loss_cls: 2.9411, loss: 2.9411, grad_norm: 2.5053 2020-07-27 05:07:43,337 - mmaction - INFO - Epoch [93][860/3757] lr: 7.138e-02, eta: 6 days, 0:07:04, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6242, loss_cls: 2.8854, loss: 2.8854, grad_norm: 2.5023 2020-07-27 05:07:59,219 - mmaction - INFO - Epoch [93][880/3757] lr: 7.138e-02, eta: 6 days, 0:06:45, time: 0.794, data_time: 0.007, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5953, loss_cls: 2.9681, loss: 2.9681, grad_norm: 2.5207 2020-07-27 05:08:14,998 - mmaction - INFO - Epoch [93][900/3757] lr: 7.138e-02, eta: 6 days, 0:06:25, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 3.0148, loss: 3.0148, grad_norm: 2.5292 2020-07-27 05:08:30,885 - mmaction - INFO - Epoch [93][920/3757] lr: 7.138e-02, eta: 6 days, 0:06:06, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5891, loss_cls: 3.0219, loss: 3.0219, grad_norm: 2.5057 2020-07-27 05:08:46,669 - mmaction - INFO - Epoch [93][940/3757] lr: 7.138e-02, eta: 6 days, 0:05:46, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6062, loss_cls: 2.9346, loss: 2.9346, grad_norm: 2.5053 2020-07-27 05:09:02,514 - mmaction - INFO - Epoch [93][960/3757] lr: 7.138e-02, eta: 6 days, 0:05:27, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6062, loss_cls: 2.9685, loss: 2.9685, grad_norm: 2.5393 2020-07-27 05:09:18,254 - mmaction - INFO - Epoch [93][980/3757] lr: 7.138e-02, eta: 6 days, 0:05:07, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6070, loss_cls: 2.9415, loss: 2.9415, grad_norm: 2.4795 2020-07-27 05:09:34,418 - mmaction - INFO - Epoch [93][1000/3757] lr: 7.138e-02, eta: 6 days, 0:04:48, time: 0.808, data_time: 0.021, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6211, loss_cls: 2.8867, loss: 2.8867, grad_norm: 2.5089 2020-07-27 05:09:50,218 - mmaction - INFO - Epoch [93][1020/3757] lr: 7.138e-02, eta: 6 days, 0:04:29, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6133, loss_cls: 2.9345, loss: 2.9345, grad_norm: 2.5352 2020-07-27 05:10:06,048 - mmaction - INFO - Epoch [93][1040/3757] lr: 7.138e-02, eta: 6 days, 0:04:09, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3180, top5_acc: 0.5977, loss_cls: 2.9972, loss: 2.9972, grad_norm: 2.5311 2020-07-27 05:10:21,712 - mmaction - INFO - Epoch [93][1060/3757] lr: 7.138e-02, eta: 6 days, 0:03:49, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6234, loss_cls: 2.9026, loss: 2.9026, grad_norm: 2.5406 2020-07-27 05:10:37,501 - mmaction - INFO - Epoch [93][1080/3757] lr: 7.138e-02, eta: 6 days, 0:03:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6062, loss_cls: 2.9737, loss: 2.9737, grad_norm: 2.4036 2020-07-27 05:10:53,234 - mmaction - INFO - Epoch [93][1100/3757] lr: 7.138e-02, eta: 6 days, 0:03:10, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6180, loss_cls: 2.9041, loss: 2.9041, grad_norm: 2.5327 2020-07-27 05:11:09,434 - mmaction - INFO - Epoch [93][1120/3757] lr: 7.138e-02, eta: 6 days, 0:02:51, time: 0.810, data_time: 0.021, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6016, loss_cls: 3.0016, loss: 3.0016, grad_norm: 2.5400 2020-07-27 05:11:25,254 - mmaction - INFO - Epoch [93][1140/3757] lr: 7.138e-02, eta: 6 days, 0:02:32, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5992, loss_cls: 2.9556, loss: 2.9556, grad_norm: 2.4964 2020-07-27 05:11:41,001 - mmaction - INFO - Epoch [93][1160/3757] lr: 7.138e-02, eta: 6 days, 0:02:12, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6234, loss_cls: 2.9513, loss: 2.9513, grad_norm: 2.4668 2020-07-27 05:11:56,815 - mmaction - INFO - Epoch [93][1180/3757] lr: 7.138e-02, eta: 6 days, 0:01:53, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5891, loss_cls: 3.1088, loss: 3.1088, grad_norm: 2.4784 2020-07-27 05:12:12,606 - mmaction - INFO - Epoch [93][1200/3757] lr: 7.138e-02, eta: 6 days, 0:01:33, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5984, loss_cls: 2.9526, loss: 2.9526, grad_norm: 2.4390 2020-07-27 05:12:28,402 - mmaction - INFO - Epoch [93][1220/3757] lr: 7.138e-02, eta: 6 days, 0:01:13, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5781, loss_cls: 3.0446, loss: 3.0446, grad_norm: 2.4722 2020-07-27 05:12:44,172 - mmaction - INFO - Epoch [93][1240/3757] lr: 7.138e-02, eta: 6 days, 0:00:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6133, loss_cls: 2.9261, loss: 2.9261, grad_norm: 2.4692 2020-07-27 05:13:00,001 - mmaction - INFO - Epoch [93][1260/3757] lr: 7.138e-02, eta: 6 days, 0:00:34, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5891, loss_cls: 3.0248, loss: 3.0248, grad_norm: 2.4550 2020-07-27 05:13:15,797 - mmaction - INFO - Epoch [93][1280/3757] lr: 7.138e-02, eta: 6 days, 0:00:15, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6016, loss_cls: 2.9350, loss: 2.9350, grad_norm: 2.5296 2020-07-27 05:13:31,587 - mmaction - INFO - Epoch [93][1300/3757] lr: 7.138e-02, eta: 5 days, 23:59:55, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6336, loss_cls: 2.8318, loss: 2.8318, grad_norm: 2.5775 2020-07-27 05:13:47,402 - mmaction - INFO - Epoch [93][1320/3757] lr: 7.138e-02, eta: 5 days, 23:59:36, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6172, loss_cls: 2.9497, loss: 2.9497, grad_norm: 2.5606 2020-07-27 05:14:03,217 - mmaction - INFO - Epoch [93][1340/3757] lr: 7.138e-02, eta: 5 days, 23:59:16, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5875, loss_cls: 3.0441, loss: 3.0441, grad_norm: 2.4672 2020-07-27 05:14:19,020 - mmaction - INFO - Epoch [93][1360/3757] lr: 7.138e-02, eta: 5 days, 23:58:56, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5984, loss_cls: 2.9774, loss: 2.9774, grad_norm: 2.5781 2020-07-27 05:14:34,835 - mmaction - INFO - Epoch [93][1380/3757] lr: 7.138e-02, eta: 5 days, 23:58:37, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5883, loss_cls: 2.9398, loss: 2.9398, grad_norm: 2.5028 2020-07-27 05:14:50,578 - mmaction - INFO - Epoch [93][1400/3757] lr: 7.138e-02, eta: 5 days, 23:58:17, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6094, loss_cls: 2.9531, loss: 2.9531, grad_norm: 2.4611 2020-07-27 05:15:06,414 - mmaction - INFO - Epoch [93][1420/3757] lr: 7.138e-02, eta: 5 days, 23:57:58, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6055, loss_cls: 2.9563, loss: 2.9563, grad_norm: 2.5031 2020-07-27 05:15:22,063 - mmaction - INFO - Epoch [93][1440/3757] lr: 7.138e-02, eta: 5 days, 23:57:38, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6008, loss_cls: 2.9617, loss: 2.9617, grad_norm: 2.5054 2020-07-27 05:15:37,799 - mmaction - INFO - Epoch [93][1460/3757] lr: 7.138e-02, eta: 5 days, 23:57:18, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5969, loss_cls: 3.0039, loss: 3.0039, grad_norm: 2.5322 2020-07-27 05:15:53,611 - mmaction - INFO - Epoch [93][1480/3757] lr: 7.138e-02, eta: 5 days, 23:56:59, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6234, loss_cls: 2.8898, loss: 2.8898, grad_norm: 2.4893 2020-07-27 05:16:09,368 - mmaction - INFO - Epoch [93][1500/3757] lr: 7.138e-02, eta: 5 days, 23:56:39, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5984, loss_cls: 3.0054, loss: 3.0054, grad_norm: 2.5681 2020-07-27 05:16:25,512 - mmaction - INFO - Epoch [93][1520/3757] lr: 7.138e-02, eta: 5 days, 23:56:20, time: 0.808, data_time: 0.018, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6016, loss_cls: 3.0461, loss: 3.0461, grad_norm: 2.4460 2020-07-27 05:16:41,304 - mmaction - INFO - Epoch [93][1540/3757] lr: 7.138e-02, eta: 5 days, 23:56:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6203, loss_cls: 2.8629, loss: 2.8629, grad_norm: 2.4830 2020-07-27 05:16:57,113 - mmaction - INFO - Epoch [93][1560/3757] lr: 7.138e-02, eta: 5 days, 23:55:41, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5711, loss_cls: 3.1049, loss: 3.1049, grad_norm: 2.5636 2020-07-27 05:17:12,850 - mmaction - INFO - Epoch [93][1580/3757] lr: 7.138e-02, eta: 5 days, 23:55:21, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6398, loss_cls: 2.8219, loss: 2.8219, grad_norm: 2.4377 2020-07-27 05:17:28,758 - mmaction - INFO - Epoch [93][1600/3757] lr: 7.138e-02, eta: 5 days, 23:55:02, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.9499, loss: 2.9499, grad_norm: 2.5353 2020-07-27 05:17:45,289 - mmaction - INFO - Epoch [93][1620/3757] lr: 7.138e-02, eta: 5 days, 23:54:44, time: 0.827, data_time: 0.001, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6047, loss_cls: 2.9233, loss: 2.9233, grad_norm: 2.5791 2020-07-27 05:18:01,690 - mmaction - INFO - Epoch [93][1640/3757] lr: 7.138e-02, eta: 5 days, 23:54:26, time: 0.820, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6102, loss_cls: 2.8517, loss: 2.8517, grad_norm: 2.4514 2020-07-27 05:18:18,082 - mmaction - INFO - Epoch [93][1660/3757] lr: 7.138e-02, eta: 5 days, 23:54:08, time: 0.818, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6125, loss_cls: 2.9339, loss: 2.9339, grad_norm: 2.4580 2020-07-27 05:18:34,224 - mmaction - INFO - Epoch [93][1680/3757] lr: 7.138e-02, eta: 5 days, 23:53:50, time: 0.809, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6086, loss_cls: 2.9243, loss: 2.9243, grad_norm: 2.5170 2020-07-27 05:18:50,067 - mmaction - INFO - Epoch [93][1700/3757] lr: 7.138e-02, eta: 5 days, 23:53:30, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5844, loss_cls: 3.0334, loss: 3.0334, grad_norm: 2.5655 2020-07-27 05:19:05,851 - mmaction - INFO - Epoch [93][1720/3757] lr: 7.138e-02, eta: 5 days, 23:53:11, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.5992, loss_cls: 2.9450, loss: 2.9450, grad_norm: 2.4458 2020-07-27 05:19:21,605 - mmaction - INFO - Epoch [93][1740/3757] lr: 7.138e-02, eta: 5 days, 23:52:51, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5844, loss_cls: 3.0288, loss: 3.0288, grad_norm: 2.4763 2020-07-27 05:19:37,376 - mmaction - INFO - Epoch [93][1760/3757] lr: 7.138e-02, eta: 5 days, 23:52:31, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6078, loss_cls: 2.9624, loss: 2.9624, grad_norm: 2.4412 2020-07-27 05:19:53,154 - mmaction - INFO - Epoch [93][1780/3757] lr: 7.138e-02, eta: 5 days, 23:52:12, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6023, loss_cls: 2.9700, loss: 2.9700, grad_norm: 2.5519 2020-07-27 05:20:09,047 - mmaction - INFO - Epoch [93][1800/3757] lr: 7.138e-02, eta: 5 days, 23:51:52, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6188, loss_cls: 2.9686, loss: 2.9686, grad_norm: 2.5417 2020-07-27 05:20:24,876 - mmaction - INFO - Epoch [93][1820/3757] lr: 7.138e-02, eta: 5 days, 23:51:33, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6008, loss_cls: 2.9392, loss: 2.9392, grad_norm: 2.4678 2020-07-27 05:20:40,683 - mmaction - INFO - Epoch [93][1840/3757] lr: 7.138e-02, eta: 5 days, 23:51:13, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5953, loss_cls: 2.9443, loss: 2.9443, grad_norm: 2.4591 2020-07-27 05:20:56,465 - mmaction - INFO - Epoch [93][1860/3757] lr: 7.138e-02, eta: 5 days, 23:50:54, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.5984, loss_cls: 2.9740, loss: 2.9740, grad_norm: 2.4747 2020-07-27 05:21:12,220 - mmaction - INFO - Epoch [93][1880/3757] lr: 7.138e-02, eta: 5 days, 23:50:34, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6016, loss_cls: 2.9516, loss: 2.9516, grad_norm: 2.4705 2020-07-27 05:21:27,993 - mmaction - INFO - Epoch [93][1900/3757] lr: 7.138e-02, eta: 5 days, 23:50:15, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6281, loss_cls: 2.9151, loss: 2.9151, grad_norm: 2.5378 2020-07-27 05:21:43,845 - mmaction - INFO - Epoch [93][1920/3757] lr: 7.138e-02, eta: 5 days, 23:49:55, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 2.9393, loss: 2.9393, grad_norm: 2.5108 2020-07-27 05:21:59,595 - mmaction - INFO - Epoch [93][1940/3757] lr: 7.138e-02, eta: 5 days, 23:49:35, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6117, loss_cls: 2.9085, loss: 2.9085, grad_norm: 2.4828 2020-07-27 05:22:15,366 - mmaction - INFO - Epoch [93][1960/3757] lr: 7.138e-02, eta: 5 days, 23:49:16, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6195, loss_cls: 2.8728, loss: 2.8728, grad_norm: 2.5647 2020-07-27 05:22:31,196 - mmaction - INFO - Epoch [93][1980/3757] lr: 7.138e-02, eta: 5 days, 23:48:56, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5898, loss_cls: 3.0583, loss: 3.0583, grad_norm: 2.5037 2020-07-27 05:22:47,020 - mmaction - INFO - Epoch [93][2000/3757] lr: 7.138e-02, eta: 5 days, 23:48:37, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6023, loss_cls: 2.9143, loss: 2.9143, grad_norm: 2.4647 2020-07-27 05:23:02,833 - mmaction - INFO - Epoch [93][2020/3757] lr: 7.138e-02, eta: 5 days, 23:48:17, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5977, loss_cls: 2.9236, loss: 2.9236, grad_norm: 2.5118 2020-07-27 05:23:18,659 - mmaction - INFO - Epoch [93][2040/3757] lr: 7.138e-02, eta: 5 days, 23:47:58, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 2.9696, loss: 2.9696, grad_norm: 2.5261 2020-07-27 05:23:34,615 - mmaction - INFO - Epoch [93][2060/3757] lr: 7.138e-02, eta: 5 days, 23:47:39, time: 0.798, data_time: 0.011, memory: 6196, top1_acc: 0.3586, top5_acc: 0.5969, loss_cls: 2.9975, loss: 2.9975, grad_norm: 2.4949 2020-07-27 05:23:50,367 - mmaction - INFO - Epoch [93][2080/3757] lr: 7.138e-02, eta: 5 days, 23:47:19, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6133, loss_cls: 2.8865, loss: 2.8865, grad_norm: 2.5454 2020-07-27 05:24:06,209 - mmaction - INFO - Epoch [93][2100/3757] lr: 7.138e-02, eta: 5 days, 23:47:00, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5891, loss_cls: 3.0079, loss: 3.0079, grad_norm: 2.5408 2020-07-27 05:24:21,973 - mmaction - INFO - Epoch [93][2120/3757] lr: 7.138e-02, eta: 5 days, 23:46:40, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5875, loss_cls: 3.0537, loss: 3.0537, grad_norm: 2.4829 2020-07-27 05:24:37,763 - mmaction - INFO - Epoch [93][2140/3757] lr: 7.138e-02, eta: 5 days, 23:46:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5992, loss_cls: 2.9462, loss: 2.9462, grad_norm: 2.4977 2020-07-27 05:24:53,524 - mmaction - INFO - Epoch [93][2160/3757] lr: 7.138e-02, eta: 5 days, 23:46:01, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5945, loss_cls: 3.0147, loss: 3.0147, grad_norm: 2.4870 2020-07-27 05:25:09,502 - mmaction - INFO - Epoch [93][2180/3757] lr: 7.138e-02, eta: 5 days, 23:45:42, time: 0.799, data_time: 0.011, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6156, loss_cls: 2.8551, loss: 2.8551, grad_norm: 2.4255 2020-07-27 05:25:25,211 - mmaction - INFO - Epoch [93][2200/3757] lr: 7.138e-02, eta: 5 days, 23:45:22, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3289, top5_acc: 0.6078, loss_cls: 2.9827, loss: 2.9827, grad_norm: 2.5250 2020-07-27 05:25:41,013 - mmaction - INFO - Epoch [93][2220/3757] lr: 7.138e-02, eta: 5 days, 23:45:02, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6148, loss_cls: 2.9302, loss: 2.9302, grad_norm: 2.3948 2020-07-27 05:25:56,850 - mmaction - INFO - Epoch [93][2240/3757] lr: 7.138e-02, eta: 5 days, 23:44:43, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5906, loss_cls: 2.9945, loss: 2.9945, grad_norm: 2.4810 2020-07-27 05:26:12,618 - mmaction - INFO - Epoch [93][2260/3757] lr: 7.138e-02, eta: 5 days, 23:44:23, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6195, loss_cls: 2.9411, loss: 2.9411, grad_norm: 2.4676 2020-07-27 05:26:28,422 - mmaction - INFO - Epoch [93][2280/3757] lr: 7.138e-02, eta: 5 days, 23:44:04, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5938, loss_cls: 2.9813, loss: 2.9813, grad_norm: 2.5416 2020-07-27 05:26:44,433 - mmaction - INFO - Epoch [93][2300/3757] lr: 7.138e-02, eta: 5 days, 23:43:45, time: 0.801, data_time: 0.014, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6195, loss_cls: 2.8713, loss: 2.8713, grad_norm: 2.4385 2020-07-27 05:27:00,234 - mmaction - INFO - Epoch [93][2320/3757] lr: 7.138e-02, eta: 5 days, 23:43:25, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5727, loss_cls: 3.1116, loss: 3.1116, grad_norm: 2.5399 2020-07-27 05:27:16,024 - mmaction - INFO - Epoch [93][2340/3757] lr: 7.138e-02, eta: 5 days, 23:43:06, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6070, loss_cls: 2.9473, loss: 2.9473, grad_norm: 2.3873 2020-07-27 05:27:31,772 - mmaction - INFO - Epoch [93][2360/3757] lr: 7.138e-02, eta: 5 days, 23:42:46, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6172, loss_cls: 2.8721, loss: 2.8721, grad_norm: 2.4505 2020-07-27 05:27:47,508 - mmaction - INFO - Epoch [93][2380/3757] lr: 7.138e-02, eta: 5 days, 23:42:26, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6141, loss_cls: 2.9293, loss: 2.9293, grad_norm: 2.5889 2020-07-27 05:28:03,360 - mmaction - INFO - Epoch [93][2400/3757] lr: 7.138e-02, eta: 5 days, 23:42:07, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6297, loss_cls: 2.8802, loss: 2.8802, grad_norm: 2.5281 2020-07-27 05:28:19,176 - mmaction - INFO - Epoch [93][2420/3757] lr: 7.138e-02, eta: 5 days, 23:41:47, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6117, loss_cls: 2.8978, loss: 2.8978, grad_norm: 2.5053 2020-07-27 05:28:35,030 - mmaction - INFO - Epoch [93][2440/3757] lr: 7.138e-02, eta: 5 days, 23:41:28, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6133, loss_cls: 2.8872, loss: 2.8872, grad_norm: 2.5122 2020-07-27 05:28:50,803 - mmaction - INFO - Epoch [93][2460/3757] lr: 7.138e-02, eta: 5 days, 23:41:08, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6031, loss_cls: 3.0341, loss: 3.0341, grad_norm: 2.5115 2020-07-27 05:29:06,626 - mmaction - INFO - Epoch [93][2480/3757] lr: 7.138e-02, eta: 5 days, 23:40:49, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 2.8993, loss: 2.8993, grad_norm: 2.4936 2020-07-27 05:29:22,392 - mmaction - INFO - Epoch [93][2500/3757] lr: 7.138e-02, eta: 5 days, 23:40:29, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5898, loss_cls: 3.0490, loss: 3.0490, grad_norm: 2.5709 2020-07-27 05:29:38,192 - mmaction - INFO - Epoch [93][2520/3757] lr: 7.138e-02, eta: 5 days, 23:40:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6188, loss_cls: 2.9113, loss: 2.9113, grad_norm: 2.4921 2020-07-27 05:29:53,982 - mmaction - INFO - Epoch [93][2540/3757] lr: 7.138e-02, eta: 5 days, 23:39:50, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.5922, loss_cls: 3.0331, loss: 3.0331, grad_norm: 2.5088 2020-07-27 05:30:09,769 - mmaction - INFO - Epoch [93][2560/3757] lr: 7.138e-02, eta: 5 days, 23:39:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6266, loss_cls: 2.8979, loss: 2.8979, grad_norm: 2.4583 2020-07-27 05:30:25,494 - mmaction - INFO - Epoch [93][2580/3757] lr: 7.138e-02, eta: 5 days, 23:39:11, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5828, loss_cls: 3.1026, loss: 3.1026, grad_norm: 2.5204 2020-07-27 05:30:41,245 - mmaction - INFO - Epoch [93][2600/3757] lr: 7.138e-02, eta: 5 days, 23:38:51, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.1390, loss: 3.1390, grad_norm: 2.4474 2020-07-27 05:30:57,038 - mmaction - INFO - Epoch [93][2620/3757] lr: 7.138e-02, eta: 5 days, 23:38:32, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6078, loss_cls: 2.9654, loss: 2.9654, grad_norm: 2.5074 2020-07-27 05:31:12,848 - mmaction - INFO - Epoch [93][2640/3757] lr: 7.138e-02, eta: 5 days, 23:38:12, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5961, loss_cls: 2.9910, loss: 2.9910, grad_norm: 2.5303 2020-07-27 05:31:28,694 - mmaction - INFO - Epoch [93][2660/3757] lr: 7.138e-02, eta: 5 days, 23:37:53, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5891, loss_cls: 2.9702, loss: 2.9702, grad_norm: 2.5653 2020-07-27 05:31:44,471 - mmaction - INFO - Epoch [93][2680/3757] lr: 7.138e-02, eta: 5 days, 23:37:33, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6086, loss_cls: 2.9729, loss: 2.9729, grad_norm: 2.4915 2020-07-27 05:32:00,338 - mmaction - INFO - Epoch [93][2700/3757] lr: 7.138e-02, eta: 5 days, 23:37:14, time: 0.793, data_time: 0.006, memory: 6196, top1_acc: 0.3273, top5_acc: 0.6039, loss_cls: 2.9491, loss: 2.9491, grad_norm: 2.4677 2020-07-27 05:32:16,119 - mmaction - INFO - Epoch [93][2720/3757] lr: 7.138e-02, eta: 5 days, 23:36:54, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6289, loss_cls: 2.9144, loss: 2.9144, grad_norm: 2.5251 2020-07-27 05:32:32,036 - mmaction - INFO - Epoch [93][2740/3757] lr: 7.138e-02, eta: 5 days, 23:36:35, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5977, loss_cls: 2.9779, loss: 2.9779, grad_norm: 2.4712 2020-07-27 05:32:47,900 - mmaction - INFO - Epoch [93][2760/3757] lr: 7.138e-02, eta: 5 days, 23:36:16, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6062, loss_cls: 2.9572, loss: 2.9572, grad_norm: 2.4547 2020-07-27 05:33:03,830 - mmaction - INFO - Epoch [93][2780/3757] lr: 7.138e-02, eta: 5 days, 23:35:57, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5914, loss_cls: 3.0092, loss: 3.0092, grad_norm: 2.4833 2020-07-27 05:33:19,550 - mmaction - INFO - Epoch [93][2800/3757] lr: 7.138e-02, eta: 5 days, 23:35:37, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.9349, loss: 2.9349, grad_norm: 2.4368 2020-07-27 05:33:35,400 - mmaction - INFO - Epoch [93][2820/3757] lr: 7.138e-02, eta: 5 days, 23:35:18, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6070, loss_cls: 3.0180, loss: 3.0180, grad_norm: 2.4466 2020-07-27 05:33:51,182 - mmaction - INFO - Epoch [93][2840/3757] lr: 7.138e-02, eta: 5 days, 23:34:58, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3258, top5_acc: 0.6109, loss_cls: 3.0212, loss: 3.0212, grad_norm: 2.5000 2020-07-27 05:34:06,994 - mmaction - INFO - Epoch [93][2860/3757] lr: 7.138e-02, eta: 5 days, 23:34:38, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6297, loss_cls: 2.8721, loss: 2.8721, grad_norm: 2.4882 2020-07-27 05:34:22,778 - mmaction - INFO - Epoch [93][2880/3757] lr: 7.138e-02, eta: 5 days, 23:34:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5906, loss_cls: 2.9739, loss: 2.9739, grad_norm: 2.5202 2020-07-27 05:34:38,598 - mmaction - INFO - Epoch [93][2900/3757] lr: 7.138e-02, eta: 5 days, 23:33:59, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6164, loss_cls: 2.8908, loss: 2.8908, grad_norm: 2.4747 2020-07-27 05:34:54,359 - mmaction - INFO - Epoch [93][2920/3757] lr: 7.138e-02, eta: 5 days, 23:33:40, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6070, loss_cls: 2.9385, loss: 2.9385, grad_norm: 2.5894 2020-07-27 05:35:10,206 - mmaction - INFO - Epoch [93][2940/3757] lr: 7.138e-02, eta: 5 days, 23:33:20, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 3.0001, loss: 3.0001, grad_norm: 2.4898 2020-07-27 05:35:26,036 - mmaction - INFO - Epoch [93][2960/3757] lr: 7.138e-02, eta: 5 days, 23:33:01, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5859, loss_cls: 2.9626, loss: 2.9626, grad_norm: 2.4866 2020-07-27 05:35:41,920 - mmaction - INFO - Epoch [93][2980/3757] lr: 7.138e-02, eta: 5 days, 23:32:42, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5977, loss_cls: 2.9987, loss: 2.9987, grad_norm: 2.4274 2020-07-27 05:35:57,665 - mmaction - INFO - Epoch [93][3000/3757] lr: 7.138e-02, eta: 5 days, 23:32:22, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5984, loss_cls: 3.0345, loss: 3.0345, grad_norm: 2.5210 2020-07-27 05:36:13,447 - mmaction - INFO - Epoch [93][3020/3757] lr: 7.138e-02, eta: 5 days, 23:32:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6242, loss_cls: 2.9299, loss: 2.9299, grad_norm: 2.4486 2020-07-27 05:36:29,190 - mmaction - INFO - Epoch [93][3040/3757] lr: 7.138e-02, eta: 5 days, 23:31:43, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6102, loss_cls: 2.8532, loss: 2.8532, grad_norm: 2.4385 2020-07-27 05:36:44,918 - mmaction - INFO - Epoch [93][3060/3757] lr: 7.138e-02, eta: 5 days, 23:31:23, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6180, loss_cls: 2.8661, loss: 2.8661, grad_norm: 2.5486 2020-07-27 05:37:00,736 - mmaction - INFO - Epoch [93][3080/3757] lr: 7.138e-02, eta: 5 days, 23:31:04, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6078, loss_cls: 2.8930, loss: 2.8930, grad_norm: 2.5606 2020-07-27 05:37:16,390 - mmaction - INFO - Epoch [93][3100/3757] lr: 7.138e-02, eta: 5 days, 23:30:44, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6008, loss_cls: 2.9199, loss: 2.9199, grad_norm: 2.5651 2020-07-27 05:37:32,153 - mmaction - INFO - Epoch [93][3120/3757] lr: 7.138e-02, eta: 5 days, 23:30:24, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.5969, loss_cls: 3.0040, loss: 3.0040, grad_norm: 2.5232 2020-07-27 05:37:47,943 - mmaction - INFO - Epoch [93][3140/3757] lr: 7.138e-02, eta: 5 days, 23:30:05, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.9477, loss: 2.9477, grad_norm: 2.5137 2020-07-27 05:38:03,713 - mmaction - INFO - Epoch [93][3160/3757] lr: 7.138e-02, eta: 5 days, 23:29:45, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5977, loss_cls: 3.0174, loss: 3.0174, grad_norm: 2.5400 2020-07-27 05:38:19,586 - mmaction - INFO - Epoch [93][3180/3757] lr: 7.138e-02, eta: 5 days, 23:29:26, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5906, loss_cls: 2.9737, loss: 2.9737, grad_norm: 2.4729 2020-07-27 05:38:35,587 - mmaction - INFO - Epoch [93][3200/3757] lr: 7.138e-02, eta: 5 days, 23:29:07, time: 0.800, data_time: 0.015, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6000, loss_cls: 2.9451, loss: 2.9451, grad_norm: 2.4757 2020-07-27 05:38:51,417 - mmaction - INFO - Epoch [93][3220/3757] lr: 7.138e-02, eta: 5 days, 23:28:47, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3156, top5_acc: 0.6000, loss_cls: 3.0206, loss: 3.0206, grad_norm: 2.5661 2020-07-27 05:39:07,220 - mmaction - INFO - Epoch [93][3240/3757] lr: 7.138e-02, eta: 5 days, 23:28:28, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6117, loss_cls: 2.9357, loss: 2.9357, grad_norm: 2.5162 2020-07-27 05:39:23,071 - mmaction - INFO - Epoch [93][3260/3757] lr: 7.138e-02, eta: 5 days, 23:28:08, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6102, loss_cls: 2.9614, loss: 2.9614, grad_norm: 2.5889 2020-07-27 05:39:38,823 - mmaction - INFO - Epoch [93][3280/3757] lr: 7.138e-02, eta: 5 days, 23:27:49, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5969, loss_cls: 3.0315, loss: 3.0315, grad_norm: 2.5614 2020-07-27 05:39:54,568 - mmaction - INFO - Epoch [93][3300/3757] lr: 7.138e-02, eta: 5 days, 23:27:29, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6156, loss_cls: 2.9190, loss: 2.9190, grad_norm: 2.5176 2020-07-27 05:40:10,378 - mmaction - INFO - Epoch [93][3320/3757] lr: 7.138e-02, eta: 5 days, 23:27:10, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5961, loss_cls: 2.9855, loss: 2.9855, grad_norm: 2.4442 2020-07-27 05:40:26,257 - mmaction - INFO - Epoch [93][3340/3757] lr: 7.138e-02, eta: 5 days, 23:26:50, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6180, loss_cls: 2.9371, loss: 2.9371, grad_norm: 2.4938 2020-07-27 05:40:42,075 - mmaction - INFO - Epoch [93][3360/3757] lr: 7.138e-02, eta: 5 days, 23:26:31, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6094, loss_cls: 2.9750, loss: 2.9750, grad_norm: 2.5235 2020-07-27 05:40:57,917 - mmaction - INFO - Epoch [93][3380/3757] lr: 7.138e-02, eta: 5 days, 23:26:12, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6047, loss_cls: 2.9394, loss: 2.9394, grad_norm: 2.4806 2020-07-27 05:41:13,691 - mmaction - INFO - Epoch [93][3400/3757] lr: 7.138e-02, eta: 5 days, 23:25:52, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6117, loss_cls: 2.9242, loss: 2.9242, grad_norm: 2.4890 2020-07-27 05:41:29,417 - mmaction - INFO - Epoch [93][3420/3757] lr: 7.138e-02, eta: 5 days, 23:25:32, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6336, loss_cls: 2.8984, loss: 2.8984, grad_norm: 2.5102 2020-07-27 05:41:45,193 - mmaction - INFO - Epoch [93][3440/3757] lr: 7.138e-02, eta: 5 days, 23:25:13, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5930, loss_cls: 3.0160, loss: 3.0160, grad_norm: 2.4525 2020-07-27 05:42:00,978 - mmaction - INFO - Epoch [93][3460/3757] lr: 7.138e-02, eta: 5 days, 23:24:53, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6453, loss_cls: 2.8181, loss: 2.8181, grad_norm: 2.4757 2020-07-27 05:42:16,725 - mmaction - INFO - Epoch [93][3480/3757] lr: 7.138e-02, eta: 5 days, 23:24:34, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6266, loss_cls: 2.8507, loss: 2.8507, grad_norm: 2.4350 2020-07-27 05:42:32,532 - mmaction - INFO - Epoch [93][3500/3757] lr: 7.138e-02, eta: 5 days, 23:24:14, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6258, loss_cls: 2.9320, loss: 2.9320, grad_norm: 2.5483 2020-07-27 05:42:48,385 - mmaction - INFO - Epoch [93][3520/3757] lr: 7.138e-02, eta: 5 days, 23:23:55, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6133, loss_cls: 2.9298, loss: 2.9298, grad_norm: 2.5396 2020-07-27 05:43:04,193 - mmaction - INFO - Epoch [93][3540/3757] lr: 7.138e-02, eta: 5 days, 23:23:35, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6070, loss_cls: 3.0068, loss: 3.0068, grad_norm: 2.5483 2020-07-27 05:43:19,971 - mmaction - INFO - Epoch [93][3560/3757] lr: 7.138e-02, eta: 5 days, 23:23:16, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5875, loss_cls: 3.0109, loss: 3.0109, grad_norm: 2.4811 2020-07-27 05:43:35,739 - mmaction - INFO - Epoch [93][3580/3757] lr: 7.138e-02, eta: 5 days, 23:22:56, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6016, loss_cls: 3.0088, loss: 3.0088, grad_norm: 2.5423 2020-07-27 05:43:51,460 - mmaction - INFO - Epoch [93][3600/3757] lr: 7.138e-02, eta: 5 days, 23:22:36, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6031, loss_cls: 2.9695, loss: 2.9695, grad_norm: 2.5305 2020-07-27 05:44:07,250 - mmaction - INFO - Epoch [93][3620/3757] lr: 7.138e-02, eta: 5 days, 23:22:17, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6156, loss_cls: 2.9381, loss: 2.9381, grad_norm: 2.5257 2020-07-27 05:44:23,125 - mmaction - INFO - Epoch [93][3640/3757] lr: 7.138e-02, eta: 5 days, 23:21:57, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6000, loss_cls: 3.0137, loss: 3.0137, grad_norm: 2.4710 2020-07-27 05:44:38,978 - mmaction - INFO - Epoch [93][3660/3757] lr: 7.138e-02, eta: 5 days, 23:21:38, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5727, loss_cls: 3.0611, loss: 3.0611, grad_norm: 2.5142 2020-07-27 05:44:54,855 - mmaction - INFO - Epoch [93][3680/3757] lr: 7.138e-02, eta: 5 days, 23:21:19, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6188, loss_cls: 2.9110, loss: 2.9110, grad_norm: 2.4784 2020-07-27 05:45:10,607 - mmaction - INFO - Epoch [93][3700/3757] lr: 7.138e-02, eta: 5 days, 23:20:59, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6031, loss_cls: 2.9092, loss: 2.9092, grad_norm: 2.4683 2020-07-27 05:45:26,431 - mmaction - INFO - Epoch [93][3720/3757] lr: 7.138e-02, eta: 5 days, 23:20:40, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6156, loss_cls: 2.8989, loss: 2.8989, grad_norm: 2.5380 2020-07-27 05:45:42,222 - mmaction - INFO - Epoch [93][3740/3757] lr: 7.138e-02, eta: 5 days, 23:20:20, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6133, loss_cls: 2.8952, loss: 2.8952, grad_norm: 2.5394 2020-07-27 05:49:16,013 - mmaction - INFO - Epoch [94][20/3757] lr: 7.082e-02, eta: 5 days, 23:26:34, time: 9.632, data_time: 8.753, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6016, loss_cls: 2.9424, loss: 2.9424, grad_norm: 2.3978 2020-07-27 05:49:31,759 - mmaction - INFO - Epoch [94][40/3757] lr: 7.082e-02, eta: 5 days, 23:26:14, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5711, loss_cls: 3.0643, loss: 3.0643, grad_norm: 2.4937 2020-07-27 05:49:47,519 - mmaction - INFO - Epoch [94][60/3757] lr: 7.082e-02, eta: 5 days, 23:25:55, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6188, loss_cls: 2.9053, loss: 2.9053, grad_norm: 2.4976 2020-07-27 05:50:03,374 - mmaction - INFO - Epoch [94][80/3757] lr: 7.082e-02, eta: 5 days, 23:25:35, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6195, loss_cls: 2.9579, loss: 2.9579, grad_norm: 2.4892 2020-07-27 05:50:19,060 - mmaction - INFO - Epoch [94][100/3757] lr: 7.082e-02, eta: 5 days, 23:25:15, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6273, loss_cls: 2.8908, loss: 2.8908, grad_norm: 2.5279 2020-07-27 05:50:34,908 - mmaction - INFO - Epoch [94][120/3757] lr: 7.082e-02, eta: 5 days, 23:24:56, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6047, loss_cls: 2.9572, loss: 2.9572, grad_norm: 2.5333 2020-07-27 05:50:50,728 - mmaction - INFO - Epoch [94][140/3757] lr: 7.082e-02, eta: 5 days, 23:24:36, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5992, loss_cls: 3.0099, loss: 3.0099, grad_norm: 2.5601 2020-07-27 05:51:06,527 - mmaction - INFO - Epoch [94][160/3757] lr: 7.082e-02, eta: 5 days, 23:24:17, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6141, loss_cls: 2.8976, loss: 2.8976, grad_norm: 2.5215 2020-07-27 05:51:22,306 - mmaction - INFO - Epoch [94][180/3757] lr: 7.082e-02, eta: 5 days, 23:23:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5891, loss_cls: 2.9777, loss: 2.9777, grad_norm: 2.5087 2020-07-27 05:51:38,093 - mmaction - INFO - Epoch [94][200/3757] lr: 7.082e-02, eta: 5 days, 23:23:38, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6242, loss_cls: 2.8522, loss: 2.8522, grad_norm: 2.4498 2020-07-27 05:51:53,885 - mmaction - INFO - Epoch [94][220/3757] lr: 7.082e-02, eta: 5 days, 23:23:18, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6234, loss_cls: 2.8801, loss: 2.8801, grad_norm: 2.5147 2020-07-27 05:52:09,686 - mmaction - INFO - Epoch [94][240/3757] lr: 7.082e-02, eta: 5 days, 23:22:59, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5953, loss_cls: 3.0309, loss: 3.0309, grad_norm: 2.5446 2020-07-27 05:52:25,496 - mmaction - INFO - Epoch [94][260/3757] lr: 7.082e-02, eta: 5 days, 23:22:39, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.5977, loss_cls: 2.9243, loss: 2.9243, grad_norm: 2.4622 2020-07-27 05:52:41,160 - mmaction - INFO - Epoch [94][280/3757] lr: 7.082e-02, eta: 5 days, 23:22:19, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6016, loss_cls: 2.9875, loss: 2.9875, grad_norm: 2.5181 2020-07-27 05:52:56,981 - mmaction - INFO - Epoch [94][300/3757] lr: 7.082e-02, eta: 5 days, 23:22:00, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3984, top5_acc: 0.6414, loss_cls: 2.7709, loss: 2.7709, grad_norm: 2.4364 2020-07-27 05:53:12,748 - mmaction - INFO - Epoch [94][320/3757] lr: 7.082e-02, eta: 5 days, 23:21:40, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6320, loss_cls: 2.8313, loss: 2.8313, grad_norm: 2.5231 2020-07-27 05:53:28,572 - mmaction - INFO - Epoch [94][340/3757] lr: 7.082e-02, eta: 5 days, 23:21:21, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6086, loss_cls: 2.8536, loss: 2.8536, grad_norm: 2.5512 2020-07-27 05:53:44,230 - mmaction - INFO - Epoch [94][360/3757] lr: 7.082e-02, eta: 5 days, 23:21:01, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6305, loss_cls: 2.8666, loss: 2.8666, grad_norm: 2.4916 2020-07-27 05:54:00,009 - mmaction - INFO - Epoch [94][380/3757] lr: 7.082e-02, eta: 5 days, 23:20:41, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6078, loss_cls: 2.9388, loss: 2.9388, grad_norm: 2.5256 2020-07-27 05:54:15,810 - mmaction - INFO - Epoch [94][400/3757] lr: 7.082e-02, eta: 5 days, 23:20:22, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6328, loss_cls: 2.8985, loss: 2.8985, grad_norm: 2.5455 2020-07-27 05:54:31,564 - mmaction - INFO - Epoch [94][420/3757] lr: 7.082e-02, eta: 5 days, 23:20:02, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 2.9609, loss: 2.9609, grad_norm: 2.5321 2020-07-27 05:54:47,363 - mmaction - INFO - Epoch [94][440/3757] lr: 7.082e-02, eta: 5 days, 23:19:43, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6023, loss_cls: 2.9629, loss: 2.9629, grad_norm: 2.5260 2020-07-27 05:55:03,198 - mmaction - INFO - Epoch [94][460/3757] lr: 7.082e-02, eta: 5 days, 23:19:23, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6016, loss_cls: 2.9544, loss: 2.9544, grad_norm: 2.4999 2020-07-27 05:55:19,227 - mmaction - INFO - Epoch [94][480/3757] lr: 7.082e-02, eta: 5 days, 23:19:04, time: 0.801, data_time: 0.015, memory: 6196, top1_acc: 0.3828, top5_acc: 0.6328, loss_cls: 2.7901, loss: 2.7901, grad_norm: 2.4354 2020-07-27 05:55:35,006 - mmaction - INFO - Epoch [94][500/3757] lr: 7.082e-02, eta: 5 days, 23:18:45, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.5914, loss_cls: 2.9509, loss: 2.9509, grad_norm: 2.4910 2020-07-27 05:55:50,793 - mmaction - INFO - Epoch [94][520/3757] lr: 7.082e-02, eta: 5 days, 23:18:25, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.5930, loss_cls: 2.9296, loss: 2.9296, grad_norm: 2.4634 2020-07-27 05:56:06,596 - mmaction - INFO - Epoch [94][540/3757] lr: 7.082e-02, eta: 5 days, 23:18:06, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6328, loss_cls: 2.8460, loss: 2.8460, grad_norm: 2.4374 2020-07-27 05:56:22,374 - mmaction - INFO - Epoch [94][560/3757] lr: 7.082e-02, eta: 5 days, 23:17:46, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9387, loss: 2.9387, grad_norm: 2.4926 2020-07-27 05:56:38,124 - mmaction - INFO - Epoch [94][580/3757] lr: 7.082e-02, eta: 5 days, 23:17:26, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6312, loss_cls: 2.8261, loss: 2.8261, grad_norm: 2.5003 2020-07-27 05:56:54,329 - mmaction - INFO - Epoch [94][600/3757] lr: 7.082e-02, eta: 5 days, 23:17:08, time: 0.810, data_time: 0.025, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6164, loss_cls: 2.9895, loss: 2.9895, grad_norm: 2.5431 2020-07-27 05:57:10,142 - mmaction - INFO - Epoch [94][620/3757] lr: 7.082e-02, eta: 5 days, 23:16:48, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6000, loss_cls: 2.9723, loss: 2.9723, grad_norm: 2.4999 2020-07-27 05:57:25,950 - mmaction - INFO - Epoch [94][640/3757] lr: 7.082e-02, eta: 5 days, 23:16:29, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6234, loss_cls: 2.9058, loss: 2.9058, grad_norm: 2.5096 2020-07-27 05:57:41,710 - mmaction - INFO - Epoch [94][660/3757] lr: 7.082e-02, eta: 5 days, 23:16:09, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6117, loss_cls: 2.9020, loss: 2.9020, grad_norm: 2.5192 2020-07-27 05:57:57,584 - mmaction - INFO - Epoch [94][680/3757] lr: 7.082e-02, eta: 5 days, 23:15:50, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6203, loss_cls: 2.8858, loss: 2.8858, grad_norm: 2.5130 2020-07-27 05:58:13,424 - mmaction - INFO - Epoch [94][700/3757] lr: 7.082e-02, eta: 5 days, 23:15:31, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5898, loss_cls: 2.9568, loss: 2.9568, grad_norm: 2.5191 2020-07-27 05:58:29,174 - mmaction - INFO - Epoch [94][720/3757] lr: 7.082e-02, eta: 5 days, 23:15:11, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6250, loss_cls: 2.8929, loss: 2.8929, grad_norm: 2.5723 2020-07-27 05:58:44,931 - mmaction - INFO - Epoch [94][740/3757] lr: 7.082e-02, eta: 5 days, 23:14:51, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5922, loss_cls: 3.0302, loss: 3.0302, grad_norm: 2.4958 2020-07-27 05:59:00,731 - mmaction - INFO - Epoch [94][760/3757] lr: 7.082e-02, eta: 5 days, 23:14:32, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6188, loss_cls: 2.8779, loss: 2.8779, grad_norm: 2.4813 2020-07-27 05:59:16,619 - mmaction - INFO - Epoch [94][780/3757] lr: 7.082e-02, eta: 5 days, 23:14:13, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6203, loss_cls: 2.8416, loss: 2.8416, grad_norm: 2.4982 2020-07-27 05:59:32,654 - mmaction - INFO - Epoch [94][800/3757] lr: 7.082e-02, eta: 5 days, 23:13:54, time: 0.802, data_time: 0.013, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 2.8965, loss: 2.8965, grad_norm: 2.5745 2020-07-27 05:59:48,862 - mmaction - INFO - Epoch [94][820/3757] lr: 7.082e-02, eta: 5 days, 23:13:35, time: 0.811, data_time: 0.023, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6086, loss_cls: 2.9039, loss: 2.9039, grad_norm: 2.5416 2020-07-27 06:00:09,610 - mmaction - INFO - Epoch [94][840/3757] lr: 7.082e-02, eta: 5 days, 23:13:28, time: 1.035, data_time: 0.016, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 2.9288, loss: 2.9288, grad_norm: 2.6134 2020-07-27 06:00:25,570 - mmaction - INFO - Epoch [94][860/3757] lr: 7.082e-02, eta: 5 days, 23:13:09, time: 0.801, data_time: 0.008, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6109, loss_cls: 2.9411, loss: 2.9411, grad_norm: 2.5382 2020-07-27 06:00:41,355 - mmaction - INFO - Epoch [94][880/3757] lr: 7.082e-02, eta: 5 days, 23:12:49, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6078, loss_cls: 2.8968, loss: 2.8968, grad_norm: 2.5651 2020-07-27 06:00:57,141 - mmaction - INFO - Epoch [94][900/3757] lr: 7.082e-02, eta: 5 days, 23:12:30, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5844, loss_cls: 2.9504, loss: 2.9504, grad_norm: 2.5383 2020-07-27 06:01:12,878 - mmaction - INFO - Epoch [94][920/3757] lr: 7.082e-02, eta: 5 days, 23:12:10, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6008, loss_cls: 2.9478, loss: 2.9478, grad_norm: 2.4100 2020-07-27 06:01:28,985 - mmaction - INFO - Epoch [94][940/3757] lr: 7.082e-02, eta: 5 days, 23:11:51, time: 0.805, data_time: 0.021, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6312, loss_cls: 2.8434, loss: 2.8434, grad_norm: 2.4473 2020-07-27 06:01:45,255 - mmaction - INFO - Epoch [94][960/3757] lr: 7.082e-02, eta: 5 days, 23:11:33, time: 0.813, data_time: 0.023, memory: 6196, top1_acc: 0.3187, top5_acc: 0.5953, loss_cls: 3.0698, loss: 3.0698, grad_norm: 2.5535 2020-07-27 06:02:01,430 - mmaction - INFO - Epoch [94][980/3757] lr: 7.082e-02, eta: 5 days, 23:11:14, time: 0.807, data_time: 0.022, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6102, loss_cls: 3.0028, loss: 3.0028, grad_norm: 2.5415 2020-07-27 06:02:17,338 - mmaction - INFO - Epoch [94][1000/3757] lr: 7.082e-02, eta: 5 days, 23:10:55, time: 0.797, data_time: 0.010, memory: 6196, top1_acc: 0.3688, top5_acc: 0.5984, loss_cls: 3.0051, loss: 3.0051, grad_norm: 2.5523 2020-07-27 06:02:33,088 - mmaction - INFO - Epoch [94][1020/3757] lr: 7.082e-02, eta: 5 days, 23:10:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5859, loss_cls: 2.9757, loss: 2.9757, grad_norm: 2.5159 2020-07-27 06:02:48,845 - mmaction - INFO - Epoch [94][1040/3757] lr: 7.082e-02, eta: 5 days, 23:10:16, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6148, loss_cls: 2.9079, loss: 2.9079, grad_norm: 2.4424 2020-07-27 06:03:04,622 - mmaction - INFO - Epoch [94][1060/3757] lr: 7.082e-02, eta: 5 days, 23:09:56, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3234, top5_acc: 0.6055, loss_cls: 2.9709, loss: 2.9709, grad_norm: 2.5014 2020-07-27 06:03:20,409 - mmaction - INFO - Epoch [94][1080/3757] lr: 7.082e-02, eta: 5 days, 23:09:37, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5844, loss_cls: 3.0347, loss: 3.0347, grad_norm: 2.5354 2020-07-27 06:03:36,233 - mmaction - INFO - Epoch [94][1100/3757] lr: 7.082e-02, eta: 5 days, 23:09:17, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5789, loss_cls: 3.0184, loss: 3.0184, grad_norm: 2.5368 2020-07-27 06:03:52,047 - mmaction - INFO - Epoch [94][1120/3757] lr: 7.082e-02, eta: 5 days, 23:08:58, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6367, loss_cls: 2.8462, loss: 2.8462, grad_norm: 2.4918 2020-07-27 06:04:07,895 - mmaction - INFO - Epoch [94][1140/3757] lr: 7.082e-02, eta: 5 days, 23:08:39, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6102, loss_cls: 2.8958, loss: 2.8958, grad_norm: 2.5559 2020-07-27 06:04:23,685 - mmaction - INFO - Epoch [94][1160/3757] lr: 7.082e-02, eta: 5 days, 23:08:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6180, loss_cls: 2.8983, loss: 2.8983, grad_norm: 2.5285 2020-07-27 06:04:39,469 - mmaction - INFO - Epoch [94][1180/3757] lr: 7.082e-02, eta: 5 days, 23:07:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6211, loss_cls: 2.9333, loss: 2.9333, grad_norm: 2.4878 2020-07-27 06:04:55,290 - mmaction - INFO - Epoch [94][1200/3757] lr: 7.082e-02, eta: 5 days, 23:07:40, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6188, loss_cls: 2.9399, loss: 2.9399, grad_norm: 2.5881 2020-07-27 06:05:11,118 - mmaction - INFO - Epoch [94][1220/3757] lr: 7.082e-02, eta: 5 days, 23:07:21, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6000, loss_cls: 2.9790, loss: 2.9790, grad_norm: 2.4436 2020-07-27 06:05:26,886 - mmaction - INFO - Epoch [94][1240/3757] lr: 7.082e-02, eta: 5 days, 23:07:01, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.6008, loss_cls: 2.9670, loss: 2.9670, grad_norm: 2.5112 2020-07-27 06:05:42,727 - mmaction - INFO - Epoch [94][1260/3757] lr: 7.082e-02, eta: 5 days, 23:06:42, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6078, loss_cls: 2.9514, loss: 2.9514, grad_norm: 2.4938 2020-07-27 06:05:58,515 - mmaction - INFO - Epoch [94][1280/3757] lr: 7.082e-02, eta: 5 days, 23:06:22, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6086, loss_cls: 2.9000, loss: 2.9000, grad_norm: 2.5110 2020-07-27 06:06:14,264 - mmaction - INFO - Epoch [94][1300/3757] lr: 7.082e-02, eta: 5 days, 23:06:02, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6234, loss_cls: 2.8908, loss: 2.8908, grad_norm: 2.6295 2020-07-27 06:06:29,977 - mmaction - INFO - Epoch [94][1320/3757] lr: 7.082e-02, eta: 5 days, 23:05:43, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.5961, loss_cls: 2.9235, loss: 2.9235, grad_norm: 2.5589 2020-07-27 06:06:45,795 - mmaction - INFO - Epoch [94][1340/3757] lr: 7.082e-02, eta: 5 days, 23:05:23, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5883, loss_cls: 3.0025, loss: 3.0025, grad_norm: 2.5316 2020-07-27 06:07:01,573 - mmaction - INFO - Epoch [94][1360/3757] lr: 7.082e-02, eta: 5 days, 23:05:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6133, loss_cls: 2.9539, loss: 2.9539, grad_norm: 2.5437 2020-07-27 06:07:17,347 - mmaction - INFO - Epoch [94][1380/3757] lr: 7.082e-02, eta: 5 days, 23:04:44, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6148, loss_cls: 2.9483, loss: 2.9483, grad_norm: 2.4431 2020-07-27 06:07:33,200 - mmaction - INFO - Epoch [94][1400/3757] lr: 7.082e-02, eta: 5 days, 23:04:25, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6219, loss_cls: 2.8787, loss: 2.8787, grad_norm: 2.4098 2020-07-27 06:07:48,940 - mmaction - INFO - Epoch [94][1420/3757] lr: 7.082e-02, eta: 5 days, 23:04:05, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6039, loss_cls: 2.9705, loss: 2.9705, grad_norm: 2.5593 2020-07-27 06:08:04,733 - mmaction - INFO - Epoch [94][1440/3757] lr: 7.082e-02, eta: 5 days, 23:03:46, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6289, loss_cls: 2.8387, loss: 2.8387, grad_norm: 2.5385 2020-07-27 06:08:20,494 - mmaction - INFO - Epoch [94][1460/3757] lr: 7.082e-02, eta: 5 days, 23:03:26, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6039, loss_cls: 2.9456, loss: 2.9456, grad_norm: 2.5168 2020-07-27 06:08:36,287 - mmaction - INFO - Epoch [94][1480/3757] lr: 7.082e-02, eta: 5 days, 23:03:06, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6008, loss_cls: 2.9937, loss: 2.9937, grad_norm: 2.5453 2020-07-27 06:08:52,071 - mmaction - INFO - Epoch [94][1500/3757] lr: 7.082e-02, eta: 5 days, 23:02:47, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5945, loss_cls: 3.0227, loss: 3.0227, grad_norm: 2.5248 2020-07-27 06:09:07,837 - mmaction - INFO - Epoch [94][1520/3757] lr: 7.082e-02, eta: 5 days, 23:02:27, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6445, loss_cls: 2.7917, loss: 2.7917, grad_norm: 2.4707 2020-07-27 06:09:23,583 - mmaction - INFO - Epoch [94][1540/3757] lr: 7.082e-02, eta: 5 days, 23:02:08, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6148, loss_cls: 2.8783, loss: 2.8783, grad_norm: 2.5252 2020-07-27 06:09:39,387 - mmaction - INFO - Epoch [94][1560/3757] lr: 7.082e-02, eta: 5 days, 23:01:48, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6367, loss_cls: 2.8175, loss: 2.8175, grad_norm: 2.5262 2020-07-27 06:09:55,110 - mmaction - INFO - Epoch [94][1580/3757] lr: 7.082e-02, eta: 5 days, 23:01:29, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6109, loss_cls: 2.9092, loss: 2.9092, grad_norm: 2.5971 2020-07-27 06:10:10,879 - mmaction - INFO - Epoch [94][1600/3757] lr: 7.082e-02, eta: 5 days, 23:01:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6016, loss_cls: 2.9489, loss: 2.9489, grad_norm: 2.5131 2020-07-27 06:10:26,647 - mmaction - INFO - Epoch [94][1620/3757] lr: 7.082e-02, eta: 5 days, 23:00:49, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5953, loss_cls: 3.0749, loss: 3.0749, grad_norm: 2.4590 2020-07-27 06:10:42,458 - mmaction - INFO - Epoch [94][1640/3757] lr: 7.082e-02, eta: 5 days, 23:00:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6047, loss_cls: 2.9613, loss: 2.9613, grad_norm: 2.5215 2020-07-27 06:10:58,196 - mmaction - INFO - Epoch [94][1660/3757] lr: 7.082e-02, eta: 5 days, 23:00:10, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6109, loss_cls: 2.9754, loss: 2.9754, grad_norm: 2.5250 2020-07-27 06:11:13,982 - mmaction - INFO - Epoch [94][1680/3757] lr: 7.082e-02, eta: 5 days, 22:59:51, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3805, top5_acc: 0.6492, loss_cls: 2.7774, loss: 2.7774, grad_norm: 2.3987 2020-07-27 06:11:29,725 - mmaction - INFO - Epoch [94][1700/3757] lr: 7.082e-02, eta: 5 days, 22:59:31, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6031, loss_cls: 2.9487, loss: 2.9487, grad_norm: 2.5217 2020-07-27 06:11:45,824 - mmaction - INFO - Epoch [94][1720/3757] lr: 7.082e-02, eta: 5 days, 22:59:12, time: 0.805, data_time: 0.015, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6008, loss_cls: 2.9794, loss: 2.9794, grad_norm: 2.4970 2020-07-27 06:12:01,584 - mmaction - INFO - Epoch [94][1740/3757] lr: 7.082e-02, eta: 5 days, 22:58:53, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.5984, loss_cls: 2.9638, loss: 2.9638, grad_norm: 2.4927 2020-07-27 06:12:17,325 - mmaction - INFO - Epoch [94][1760/3757] lr: 7.082e-02, eta: 5 days, 22:58:33, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6180, loss_cls: 2.9068, loss: 2.9068, grad_norm: 2.4730 2020-07-27 06:12:33,096 - mmaction - INFO - Epoch [94][1780/3757] lr: 7.082e-02, eta: 5 days, 22:58:14, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6094, loss_cls: 2.8990, loss: 2.8990, grad_norm: 2.5245 2020-07-27 06:12:48,842 - mmaction - INFO - Epoch [94][1800/3757] lr: 7.082e-02, eta: 5 days, 22:57:54, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6203, loss_cls: 2.8918, loss: 2.8918, grad_norm: 2.4628 2020-07-27 06:13:04,642 - mmaction - INFO - Epoch [94][1820/3757] lr: 7.082e-02, eta: 5 days, 22:57:35, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5969, loss_cls: 2.9535, loss: 2.9535, grad_norm: 2.4806 2020-07-27 06:13:20,423 - mmaction - INFO - Epoch [94][1840/3757] lr: 7.082e-02, eta: 5 days, 22:57:15, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6031, loss_cls: 2.9937, loss: 2.9937, grad_norm: 2.5298 2020-07-27 06:13:36,241 - mmaction - INFO - Epoch [94][1860/3757] lr: 7.082e-02, eta: 5 days, 22:56:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6031, loss_cls: 2.8834, loss: 2.8834, grad_norm: 2.4287 2020-07-27 06:13:52,071 - mmaction - INFO - Epoch [94][1880/3757] lr: 7.082e-02, eta: 5 days, 22:56:36, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3930, top5_acc: 0.6203, loss_cls: 2.8649, loss: 2.8649, grad_norm: 2.4469 2020-07-27 06:14:07,867 - mmaction - INFO - Epoch [94][1900/3757] lr: 7.082e-02, eta: 5 days, 22:56:17, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.8857, loss: 2.8857, grad_norm: 2.5092 2020-07-27 06:14:23,690 - mmaction - INFO - Epoch [94][1920/3757] lr: 7.082e-02, eta: 5 days, 22:55:57, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6047, loss_cls: 3.0049, loss: 3.0049, grad_norm: 2.6292 2020-07-27 06:14:39,413 - mmaction - INFO - Epoch [94][1940/3757] lr: 7.082e-02, eta: 5 days, 22:55:38, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5945, loss_cls: 3.0338, loss: 3.0338, grad_norm: 2.4767 2020-07-27 06:14:55,152 - mmaction - INFO - Epoch [94][1960/3757] lr: 7.082e-02, eta: 5 days, 22:55:18, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3227, top5_acc: 0.5844, loss_cls: 3.0753, loss: 3.0753, grad_norm: 2.5052 2020-07-27 06:15:10,881 - mmaction - INFO - Epoch [94][1980/3757] lr: 7.082e-02, eta: 5 days, 22:54:58, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5922, loss_cls: 3.0085, loss: 3.0085, grad_norm: 2.4050 2020-07-27 06:15:26,652 - mmaction - INFO - Epoch [94][2000/3757] lr: 7.082e-02, eta: 5 days, 22:54:39, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6203, loss_cls: 2.8748, loss: 2.8748, grad_norm: 2.4634 2020-07-27 06:15:42,479 - mmaction - INFO - Epoch [94][2020/3757] lr: 7.082e-02, eta: 5 days, 22:54:19, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6117, loss_cls: 2.8789, loss: 2.8789, grad_norm: 2.5199 2020-07-27 06:15:58,234 - mmaction - INFO - Epoch [94][2040/3757] lr: 7.082e-02, eta: 5 days, 22:54:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6062, loss_cls: 2.8899, loss: 2.8899, grad_norm: 2.5339 2020-07-27 06:16:14,076 - mmaction - INFO - Epoch [94][2060/3757] lr: 7.082e-02, eta: 5 days, 22:53:40, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5992, loss_cls: 2.9567, loss: 2.9567, grad_norm: 2.5166 2020-07-27 06:16:29,861 - mmaction - INFO - Epoch [94][2080/3757] lr: 7.082e-02, eta: 5 days, 22:53:21, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6039, loss_cls: 2.9394, loss: 2.9394, grad_norm: 2.4778 2020-07-27 06:16:45,590 - mmaction - INFO - Epoch [94][2100/3757] lr: 7.082e-02, eta: 5 days, 22:53:01, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6086, loss_cls: 2.9706, loss: 2.9706, grad_norm: 2.5100 2020-07-27 06:17:01,349 - mmaction - INFO - Epoch [94][2120/3757] lr: 7.082e-02, eta: 5 days, 22:52:42, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5930, loss_cls: 3.0419, loss: 3.0419, grad_norm: 2.4899 2020-07-27 06:17:17,497 - mmaction - INFO - Epoch [94][2140/3757] lr: 7.082e-02, eta: 5 days, 22:52:23, time: 0.807, data_time: 0.020, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6289, loss_cls: 2.8773, loss: 2.8773, grad_norm: 2.4754 2020-07-27 06:17:33,287 - mmaction - INFO - Epoch [94][2160/3757] lr: 7.082e-02, eta: 5 days, 22:52:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6109, loss_cls: 2.9111, loss: 2.9111, grad_norm: 2.5255 2020-07-27 06:17:49,068 - mmaction - INFO - Epoch [94][2180/3757] lr: 7.082e-02, eta: 5 days, 22:51:44, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6078, loss_cls: 2.9506, loss: 2.9506, grad_norm: 2.4906 2020-07-27 06:18:04,822 - mmaction - INFO - Epoch [94][2200/3757] lr: 7.082e-02, eta: 5 days, 22:51:24, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6078, loss_cls: 2.9770, loss: 2.9770, grad_norm: 2.5411 2020-07-27 06:18:20,620 - mmaction - INFO - Epoch [94][2220/3757] lr: 7.082e-02, eta: 5 days, 22:51:05, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6328, loss_cls: 2.8977, loss: 2.8977, grad_norm: 2.4689 2020-07-27 06:18:36,439 - mmaction - INFO - Epoch [94][2240/3757] lr: 7.082e-02, eta: 5 days, 22:50:45, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6141, loss_cls: 2.9000, loss: 2.9000, grad_norm: 2.5791 2020-07-27 06:18:52,592 - mmaction - INFO - Epoch [94][2260/3757] lr: 7.082e-02, eta: 5 days, 22:50:27, time: 0.808, data_time: 0.016, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5773, loss_cls: 3.0348, loss: 3.0348, grad_norm: 2.5068 2020-07-27 06:19:08,317 - mmaction - INFO - Epoch [94][2280/3757] lr: 7.082e-02, eta: 5 days, 22:50:07, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5719, loss_cls: 3.0475, loss: 3.0475, grad_norm: 2.5301 2020-07-27 06:19:24,108 - mmaction - INFO - Epoch [94][2300/3757] lr: 7.082e-02, eta: 5 days, 22:49:48, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5922, loss_cls: 3.0386, loss: 3.0386, grad_norm: 2.4912 2020-07-27 06:19:39,870 - mmaction - INFO - Epoch [94][2320/3757] lr: 7.082e-02, eta: 5 days, 22:49:28, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5938, loss_cls: 2.9190, loss: 2.9190, grad_norm: 2.4952 2020-07-27 06:19:55,598 - mmaction - INFO - Epoch [94][2340/3757] lr: 7.082e-02, eta: 5 days, 22:49:09, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5930, loss_cls: 3.0129, loss: 3.0129, grad_norm: 2.5625 2020-07-27 06:20:11,367 - mmaction - INFO - Epoch [94][2360/3757] lr: 7.082e-02, eta: 5 days, 22:48:49, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5930, loss_cls: 3.0181, loss: 3.0181, grad_norm: 2.4504 2020-07-27 06:20:27,553 - mmaction - INFO - Epoch [94][2380/3757] lr: 7.082e-02, eta: 5 days, 22:48:30, time: 0.809, data_time: 0.021, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5906, loss_cls: 2.9959, loss: 2.9959, grad_norm: 2.4031 2020-07-27 06:20:43,401 - mmaction - INFO - Epoch [94][2400/3757] lr: 7.082e-02, eta: 5 days, 22:48:11, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6000, loss_cls: 2.9834, loss: 2.9834, grad_norm: 2.5072 2020-07-27 06:20:59,213 - mmaction - INFO - Epoch [94][2420/3757] lr: 7.082e-02, eta: 5 days, 22:47:52, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6117, loss_cls: 2.9533, loss: 2.9533, grad_norm: 2.4885 2020-07-27 06:21:15,026 - mmaction - INFO - Epoch [94][2440/3757] lr: 7.082e-02, eta: 5 days, 22:47:32, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6391, loss_cls: 2.8869, loss: 2.8869, grad_norm: 2.4823 2020-07-27 06:21:30,896 - mmaction - INFO - Epoch [94][2460/3757] lr: 7.082e-02, eta: 5 days, 22:47:13, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5750, loss_cls: 3.1025, loss: 3.1025, grad_norm: 2.6072 2020-07-27 06:21:46,750 - mmaction - INFO - Epoch [94][2480/3757] lr: 7.082e-02, eta: 5 days, 22:46:54, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6047, loss_cls: 2.9712, loss: 2.9712, grad_norm: 2.5616 2020-07-27 06:22:02,493 - mmaction - INFO - Epoch [94][2500/3757] lr: 7.082e-02, eta: 5 days, 22:46:34, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6320, loss_cls: 2.8265, loss: 2.8265, grad_norm: 2.5093 2020-07-27 06:22:18,343 - mmaction - INFO - Epoch [94][2520/3757] lr: 7.082e-02, eta: 5 days, 22:46:15, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6047, loss_cls: 2.9568, loss: 2.9568, grad_norm: 2.5924 2020-07-27 06:22:34,147 - mmaction - INFO - Epoch [94][2540/3757] lr: 7.082e-02, eta: 5 days, 22:45:55, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5961, loss_cls: 2.9981, loss: 2.9981, grad_norm: 2.5099 2020-07-27 06:22:49,967 - mmaction - INFO - Epoch [94][2560/3757] lr: 7.082e-02, eta: 5 days, 22:45:36, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6062, loss_cls: 2.9774, loss: 2.9774, grad_norm: 2.5523 2020-07-27 06:23:05,748 - mmaction - INFO - Epoch [94][2580/3757] lr: 7.082e-02, eta: 5 days, 22:45:16, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5758, loss_cls: 3.0579, loss: 3.0579, grad_norm: 2.5159 2020-07-27 06:23:21,547 - mmaction - INFO - Epoch [94][2600/3757] lr: 7.082e-02, eta: 5 days, 22:44:57, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5977, loss_cls: 3.0193, loss: 3.0193, grad_norm: 2.5043 2020-07-27 06:23:37,363 - mmaction - INFO - Epoch [94][2620/3757] lr: 7.082e-02, eta: 5 days, 22:44:37, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5969, loss_cls: 2.9855, loss: 2.9855, grad_norm: 2.5027 2020-07-27 06:23:53,215 - mmaction - INFO - Epoch [94][2640/3757] lr: 7.082e-02, eta: 5 days, 22:44:18, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6070, loss_cls: 2.9042, loss: 2.9042, grad_norm: 2.4516 2020-07-27 06:24:09,000 - mmaction - INFO - Epoch [94][2660/3757] lr: 7.082e-02, eta: 5 days, 22:43:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5992, loss_cls: 2.9540, loss: 2.9540, grad_norm: 2.5625 2020-07-27 06:24:24,766 - mmaction - INFO - Epoch [94][2680/3757] lr: 7.082e-02, eta: 5 days, 22:43:39, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5953, loss_cls: 3.0265, loss: 3.0265, grad_norm: 2.5203 2020-07-27 06:24:41,001 - mmaction - INFO - Epoch [94][2700/3757] lr: 7.082e-02, eta: 5 days, 22:43:21, time: 0.812, data_time: 0.019, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6133, loss_cls: 2.9280, loss: 2.9280, grad_norm: 2.5128 2020-07-27 06:24:56,780 - mmaction - INFO - Epoch [94][2720/3757] lr: 7.082e-02, eta: 5 days, 22:43:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6227, loss_cls: 2.8635, loss: 2.8635, grad_norm: 2.4584 2020-07-27 06:25:12,562 - mmaction - INFO - Epoch [94][2740/3757] lr: 7.082e-02, eta: 5 days, 22:42:42, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6289, loss_cls: 2.8870, loss: 2.8870, grad_norm: 2.5610 2020-07-27 06:25:28,395 - mmaction - INFO - Epoch [94][2760/3757] lr: 7.082e-02, eta: 5 days, 22:42:22, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6023, loss_cls: 2.9884, loss: 2.9884, grad_norm: 2.5189 2020-07-27 06:25:44,227 - mmaction - INFO - Epoch [94][2780/3757] lr: 7.082e-02, eta: 5 days, 22:42:03, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6102, loss_cls: 3.0187, loss: 3.0187, grad_norm: 2.4872 2020-07-27 06:26:00,023 - mmaction - INFO - Epoch [94][2800/3757] lr: 7.082e-02, eta: 5 days, 22:41:43, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6078, loss_cls: 2.9421, loss: 2.9421, grad_norm: 2.4806 2020-07-27 06:26:15,825 - mmaction - INFO - Epoch [94][2820/3757] lr: 7.082e-02, eta: 5 days, 22:41:24, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5789, loss_cls: 3.0487, loss: 3.0487, grad_norm: 2.5297 2020-07-27 06:26:31,630 - mmaction - INFO - Epoch [94][2840/3757] lr: 7.082e-02, eta: 5 days, 22:41:05, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6266, loss_cls: 2.8219, loss: 2.8219, grad_norm: 2.4877 2020-07-27 06:26:47,393 - mmaction - INFO - Epoch [94][2860/3757] lr: 7.082e-02, eta: 5 days, 22:40:45, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6086, loss_cls: 2.9352, loss: 2.9352, grad_norm: 2.5158 2020-07-27 06:27:03,194 - mmaction - INFO - Epoch [94][2880/3757] lr: 7.082e-02, eta: 5 days, 22:40:26, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6055, loss_cls: 2.9538, loss: 2.9538, grad_norm: 2.4409 2020-07-27 06:27:18,998 - mmaction - INFO - Epoch [94][2900/3757] lr: 7.082e-02, eta: 5 days, 22:40:06, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6195, loss_cls: 2.9064, loss: 2.9064, grad_norm: 2.4810 2020-07-27 06:27:34,769 - mmaction - INFO - Epoch [94][2920/3757] lr: 7.082e-02, eta: 5 days, 22:39:47, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.8779, loss: 2.8779, grad_norm: 2.4706 2020-07-27 06:27:50,587 - mmaction - INFO - Epoch [94][2940/3757] lr: 7.082e-02, eta: 5 days, 22:39:27, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6219, loss_cls: 2.9259, loss: 2.9259, grad_norm: 2.4728 2020-07-27 06:28:06,357 - mmaction - INFO - Epoch [94][2960/3757] lr: 7.082e-02, eta: 5 days, 22:39:08, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6164, loss_cls: 2.9101, loss: 2.9101, grad_norm: 2.4838 2020-07-27 06:28:22,197 - mmaction - INFO - Epoch [94][2980/3757] lr: 7.082e-02, eta: 5 days, 22:38:48, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6148, loss_cls: 2.9162, loss: 2.9162, grad_norm: 2.4729 2020-07-27 06:28:37,965 - mmaction - INFO - Epoch [94][3000/3757] lr: 7.082e-02, eta: 5 days, 22:38:29, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6203, loss_cls: 2.8562, loss: 2.8562, grad_norm: 2.5104 2020-07-27 06:28:53,786 - mmaction - INFO - Epoch [94][3020/3757] lr: 7.082e-02, eta: 5 days, 22:38:09, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6000, loss_cls: 2.9634, loss: 2.9634, grad_norm: 2.4422 2020-07-27 06:29:09,703 - mmaction - INFO - Epoch [94][3040/3757] lr: 7.082e-02, eta: 5 days, 22:37:50, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6219, loss_cls: 2.8818, loss: 2.8818, grad_norm: 2.4847 2020-07-27 06:29:25,907 - mmaction - INFO - Epoch [94][3060/3757] lr: 7.082e-02, eta: 5 days, 22:37:32, time: 0.811, data_time: 0.021, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6078, loss_cls: 2.9482, loss: 2.9482, grad_norm: 2.5333 2020-07-27 06:29:41,712 - mmaction - INFO - Epoch [94][3080/3757] lr: 7.082e-02, eta: 5 days, 22:37:12, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6141, loss_cls: 2.9114, loss: 2.9114, grad_norm: 2.5045 2020-07-27 06:29:57,545 - mmaction - INFO - Epoch [94][3100/3757] lr: 7.082e-02, eta: 5 days, 22:36:53, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5945, loss_cls: 2.9882, loss: 2.9882, grad_norm: 2.5247 2020-07-27 06:30:13,413 - mmaction - INFO - Epoch [94][3120/3757] lr: 7.082e-02, eta: 5 days, 22:36:34, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6117, loss_cls: 2.8786, loss: 2.8786, grad_norm: 2.4799 2020-07-27 06:30:29,244 - mmaction - INFO - Epoch [94][3140/3757] lr: 7.082e-02, eta: 5 days, 22:36:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6117, loss_cls: 2.9443, loss: 2.9443, grad_norm: 2.5213 2020-07-27 06:30:45,051 - mmaction - INFO - Epoch [94][3160/3757] lr: 7.082e-02, eta: 5 days, 22:35:55, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5938, loss_cls: 2.9866, loss: 2.9866, grad_norm: 2.5443 2020-07-27 06:31:00,920 - mmaction - INFO - Epoch [94][3180/3757] lr: 7.082e-02, eta: 5 days, 22:35:36, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6000, loss_cls: 2.9399, loss: 2.9399, grad_norm: 2.4888 2020-07-27 06:31:16,793 - mmaction - INFO - Epoch [94][3200/3757] lr: 7.082e-02, eta: 5 days, 22:35:16, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6023, loss_cls: 2.8786, loss: 2.8786, grad_norm: 2.4920 2020-07-27 06:31:32,535 - mmaction - INFO - Epoch [94][3220/3757] lr: 7.082e-02, eta: 5 days, 22:34:57, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6102, loss_cls: 2.9353, loss: 2.9353, grad_norm: 2.4913 2020-07-27 06:31:48,430 - mmaction - INFO - Epoch [94][3240/3757] lr: 7.082e-02, eta: 5 days, 22:34:38, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6164, loss_cls: 2.9086, loss: 2.9086, grad_norm: 2.5600 2020-07-27 06:32:04,195 - mmaction - INFO - Epoch [94][3260/3757] lr: 7.082e-02, eta: 5 days, 22:34:18, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3727, top5_acc: 0.5906, loss_cls: 2.9048, loss: 2.9048, grad_norm: 2.5018 2020-07-27 06:32:20,002 - mmaction - INFO - Epoch [94][3280/3757] lr: 7.082e-02, eta: 5 days, 22:33:59, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5961, loss_cls: 2.9828, loss: 2.9828, grad_norm: 2.5990 2020-07-27 06:32:35,836 - mmaction - INFO - Epoch [94][3300/3757] lr: 7.082e-02, eta: 5 days, 22:33:39, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5664, loss_cls: 3.0825, loss: 3.0825, grad_norm: 2.5034 2020-07-27 06:32:51,513 - mmaction - INFO - Epoch [94][3320/3757] lr: 7.082e-02, eta: 5 days, 22:33:19, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5906, loss_cls: 2.9978, loss: 2.9978, grad_norm: 2.5261 2020-07-27 06:33:07,273 - mmaction - INFO - Epoch [94][3340/3757] lr: 7.082e-02, eta: 5 days, 22:33:00, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6117, loss_cls: 2.9329, loss: 2.9329, grad_norm: 2.4791 2020-07-27 06:33:23,097 - mmaction - INFO - Epoch [94][3360/3757] lr: 7.082e-02, eta: 5 days, 22:32:41, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5930, loss_cls: 2.9353, loss: 2.9353, grad_norm: 2.5146 2020-07-27 06:33:38,934 - mmaction - INFO - Epoch [94][3380/3757] lr: 7.082e-02, eta: 5 days, 22:32:21, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5797, loss_cls: 3.0719, loss: 3.0719, grad_norm: 2.5619 2020-07-27 06:33:54,820 - mmaction - INFO - Epoch [94][3400/3757] lr: 7.082e-02, eta: 5 days, 22:32:02, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5867, loss_cls: 3.0246, loss: 3.0246, grad_norm: 2.4644 2020-07-27 06:34:10,605 - mmaction - INFO - Epoch [94][3420/3757] lr: 7.082e-02, eta: 5 days, 22:31:42, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 3.0419, loss: 3.0419, grad_norm: 2.4912 2020-07-27 06:34:26,390 - mmaction - INFO - Epoch [94][3440/3757] lr: 7.082e-02, eta: 5 days, 22:31:23, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6141, loss_cls: 2.8736, loss: 2.8736, grad_norm: 2.4559 2020-07-27 06:34:42,243 - mmaction - INFO - Epoch [94][3460/3757] lr: 7.082e-02, eta: 5 days, 22:31:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6102, loss_cls: 2.8706, loss: 2.8706, grad_norm: 2.4343 2020-07-27 06:34:58,089 - mmaction - INFO - Epoch [94][3480/3757] lr: 7.082e-02, eta: 5 days, 22:30:44, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6078, loss_cls: 2.9557, loss: 2.9557, grad_norm: 2.4668 2020-07-27 06:35:13,885 - mmaction - INFO - Epoch [94][3500/3757] lr: 7.082e-02, eta: 5 days, 22:30:25, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5938, loss_cls: 3.0153, loss: 3.0153, grad_norm: 2.5012 2020-07-27 06:35:29,658 - mmaction - INFO - Epoch [94][3520/3757] lr: 7.082e-02, eta: 5 days, 22:30:05, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6164, loss_cls: 2.9514, loss: 2.9514, grad_norm: 2.4889 2020-07-27 06:35:45,404 - mmaction - INFO - Epoch [94][3540/3757] lr: 7.082e-02, eta: 5 days, 22:29:46, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6008, loss_cls: 2.9966, loss: 2.9966, grad_norm: 2.5460 2020-07-27 06:36:01,175 - mmaction - INFO - Epoch [94][3560/3757] lr: 7.082e-02, eta: 5 days, 22:29:26, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6461, loss_cls: 2.8217, loss: 2.8217, grad_norm: 2.4720 2020-07-27 06:36:17,016 - mmaction - INFO - Epoch [94][3580/3757] lr: 7.082e-02, eta: 5 days, 22:29:07, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6281, loss_cls: 2.8938, loss: 2.8938, grad_norm: 2.4399 2020-07-27 06:36:32,853 - mmaction - INFO - Epoch [94][3600/3757] lr: 7.082e-02, eta: 5 days, 22:28:48, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6203, loss_cls: 2.8751, loss: 2.8751, grad_norm: 2.5601 2020-07-27 06:36:48,651 - mmaction - INFO - Epoch [94][3620/3757] lr: 7.082e-02, eta: 5 days, 22:28:28, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6133, loss_cls: 2.9289, loss: 2.9289, grad_norm: 2.5386 2020-07-27 06:37:04,520 - mmaction - INFO - Epoch [94][3640/3757] lr: 7.082e-02, eta: 5 days, 22:28:09, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5813, loss_cls: 3.0474, loss: 3.0474, grad_norm: 2.5600 2020-07-27 06:37:20,331 - mmaction - INFO - Epoch [94][3660/3757] lr: 7.082e-02, eta: 5 days, 22:27:50, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6117, loss_cls: 2.9588, loss: 2.9588, grad_norm: 2.5343 2020-07-27 06:37:36,175 - mmaction - INFO - Epoch [94][3680/3757] lr: 7.082e-02, eta: 5 days, 22:27:30, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6148, loss_cls: 2.8871, loss: 2.8871, grad_norm: 2.5376 2020-07-27 06:37:51,911 - mmaction - INFO - Epoch [94][3700/3757] lr: 7.082e-02, eta: 5 days, 22:27:11, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6055, loss_cls: 2.9111, loss: 2.9111, grad_norm: 2.5126 2020-07-27 06:38:07,652 - mmaction - INFO - Epoch [94][3720/3757] lr: 7.082e-02, eta: 5 days, 22:26:51, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.0497, loss: 3.0497, grad_norm: 2.4860 2020-07-27 06:38:23,520 - mmaction - INFO - Epoch [94][3740/3757] lr: 7.082e-02, eta: 5 days, 22:26:32, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6102, loss_cls: 2.9492, loss: 2.9492, grad_norm: 2.4762 2020-07-27 06:42:02,507 - mmaction - INFO - Epoch [95][20/3757] lr: 7.026e-02, eta: 5 days, 22:32:43, time: 9.747, data_time: 8.794, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6172, loss_cls: 2.9324, loss: 2.9324, grad_norm: 2.5294 2020-07-27 06:42:18,247 - mmaction - INFO - Epoch [95][40/3757] lr: 7.026e-02, eta: 5 days, 22:32:23, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6133, loss_cls: 2.8649, loss: 2.8649, grad_norm: 2.4660 2020-07-27 06:42:34,094 - mmaction - INFO - Epoch [95][60/3757] lr: 7.026e-02, eta: 5 days, 22:32:04, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6133, loss_cls: 2.8949, loss: 2.8949, grad_norm: 2.4515 2020-07-27 06:42:49,952 - mmaction - INFO - Epoch [95][80/3757] lr: 7.026e-02, eta: 5 days, 22:31:44, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6227, loss_cls: 2.8167, loss: 2.8167, grad_norm: 2.4121 2020-07-27 06:43:05,745 - mmaction - INFO - Epoch [95][100/3757] lr: 7.026e-02, eta: 5 days, 22:31:25, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3828, top5_acc: 0.6312, loss_cls: 2.8038, loss: 2.8038, grad_norm: 2.4586 2020-07-27 06:43:21,615 - mmaction - INFO - Epoch [95][120/3757] lr: 7.026e-02, eta: 5 days, 22:31:06, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3836, top5_acc: 0.6180, loss_cls: 2.8426, loss: 2.8426, grad_norm: 2.5485 2020-07-27 06:43:37,398 - mmaction - INFO - Epoch [95][140/3757] lr: 7.026e-02, eta: 5 days, 22:30:46, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6211, loss_cls: 2.9031, loss: 2.9031, grad_norm: 2.4942 2020-07-27 06:43:53,190 - mmaction - INFO - Epoch [95][160/3757] lr: 7.026e-02, eta: 5 days, 22:30:27, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6305, loss_cls: 2.8848, loss: 2.8848, grad_norm: 2.5396 2020-07-27 06:44:08,993 - mmaction - INFO - Epoch [95][180/3757] lr: 7.026e-02, eta: 5 days, 22:30:07, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6008, loss_cls: 2.9377, loss: 2.9377, grad_norm: 2.5441 2020-07-27 06:44:24,802 - mmaction - INFO - Epoch [95][200/3757] lr: 7.026e-02, eta: 5 days, 22:29:48, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6125, loss_cls: 2.9261, loss: 2.9261, grad_norm: 2.5390 2020-07-27 06:44:40,636 - mmaction - INFO - Epoch [95][220/3757] lr: 7.026e-02, eta: 5 days, 22:29:28, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6047, loss_cls: 2.9504, loss: 2.9504, grad_norm: 2.5452 2020-07-27 06:44:56,462 - mmaction - INFO - Epoch [95][240/3757] lr: 7.026e-02, eta: 5 days, 22:29:09, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6141, loss_cls: 2.9129, loss: 2.9129, grad_norm: 2.5297 2020-07-27 06:45:12,276 - mmaction - INFO - Epoch [95][260/3757] lr: 7.026e-02, eta: 5 days, 22:28:49, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6188, loss_cls: 2.8896, loss: 2.8896, grad_norm: 2.5191 2020-07-27 06:45:28,114 - mmaction - INFO - Epoch [95][280/3757] lr: 7.026e-02, eta: 5 days, 22:28:30, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.5953, loss_cls: 2.9632, loss: 2.9632, grad_norm: 2.5995 2020-07-27 06:45:43,806 - mmaction - INFO - Epoch [95][300/3757] lr: 7.026e-02, eta: 5 days, 22:28:10, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3664, top5_acc: 0.5953, loss_cls: 2.8914, loss: 2.8914, grad_norm: 2.5190 2020-07-27 06:45:59,597 - mmaction - INFO - Epoch [95][320/3757] lr: 7.026e-02, eta: 5 days, 22:27:51, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6250, loss_cls: 2.8840, loss: 2.8840, grad_norm: 2.5564 2020-07-27 06:46:15,843 - mmaction - INFO - Epoch [95][340/3757] lr: 7.026e-02, eta: 5 days, 22:27:32, time: 0.812, data_time: 0.023, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6203, loss_cls: 2.8904, loss: 2.8904, grad_norm: 2.5507 2020-07-27 06:46:31,525 - mmaction - INFO - Epoch [95][360/3757] lr: 7.026e-02, eta: 5 days, 22:27:13, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6297, loss_cls: 2.8280, loss: 2.8280, grad_norm: 2.4389 2020-07-27 06:46:47,330 - mmaction - INFO - Epoch [95][380/3757] lr: 7.026e-02, eta: 5 days, 22:26:53, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6031, loss_cls: 2.9142, loss: 2.9142, grad_norm: 2.5590 2020-07-27 06:47:03,145 - mmaction - INFO - Epoch [95][400/3757] lr: 7.026e-02, eta: 5 days, 22:26:34, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6414, loss_cls: 2.8516, loss: 2.8516, grad_norm: 2.5294 2020-07-27 06:47:19,003 - mmaction - INFO - Epoch [95][420/3757] lr: 7.026e-02, eta: 5 days, 22:26:15, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6242, loss_cls: 2.8988, loss: 2.8988, grad_norm: 2.6007 2020-07-27 06:47:34,838 - mmaction - INFO - Epoch [95][440/3757] lr: 7.026e-02, eta: 5 days, 22:25:55, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6219, loss_cls: 2.8777, loss: 2.8777, grad_norm: 2.6182 2020-07-27 06:47:50,657 - mmaction - INFO - Epoch [95][460/3757] lr: 7.026e-02, eta: 5 days, 22:25:36, time: 0.791, data_time: 0.008, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6156, loss_cls: 2.8627, loss: 2.8627, grad_norm: 2.5900 2020-07-27 06:48:06,390 - mmaction - INFO - Epoch [95][480/3757] lr: 7.026e-02, eta: 5 days, 22:25:16, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 3.0074, loss: 3.0074, grad_norm: 2.5898 2020-07-27 06:48:22,195 - mmaction - INFO - Epoch [95][500/3757] lr: 7.026e-02, eta: 5 days, 22:24:57, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6031, loss_cls: 2.8979, loss: 2.8979, grad_norm: 2.5209 2020-07-27 06:48:38,043 - mmaction - INFO - Epoch [95][520/3757] lr: 7.026e-02, eta: 5 days, 22:24:37, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6203, loss_cls: 2.8749, loss: 2.8749, grad_norm: 2.5867 2020-07-27 06:48:53,840 - mmaction - INFO - Epoch [95][540/3757] lr: 7.026e-02, eta: 5 days, 22:24:18, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6055, loss_cls: 2.9030, loss: 2.9030, grad_norm: 2.5187 2020-07-27 06:49:09,637 - mmaction - INFO - Epoch [95][560/3757] lr: 7.026e-02, eta: 5 days, 22:23:58, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5969, loss_cls: 2.9440, loss: 2.9440, grad_norm: 2.5563 2020-07-27 06:49:25,505 - mmaction - INFO - Epoch [95][580/3757] lr: 7.026e-02, eta: 5 days, 22:23:39, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6227, loss_cls: 2.8827, loss: 2.8827, grad_norm: 2.5026 2020-07-27 06:49:41,347 - mmaction - INFO - Epoch [95][600/3757] lr: 7.026e-02, eta: 5 days, 22:23:20, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6000, loss_cls: 2.9913, loss: 2.9913, grad_norm: 2.5140 2020-07-27 06:49:57,097 - mmaction - INFO - Epoch [95][620/3757] lr: 7.026e-02, eta: 5 days, 22:23:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6188, loss_cls: 2.8521, loss: 2.8521, grad_norm: 2.4787 2020-07-27 06:50:12,896 - mmaction - INFO - Epoch [95][640/3757] lr: 7.026e-02, eta: 5 days, 22:22:41, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3859, top5_acc: 0.6414, loss_cls: 2.7885, loss: 2.7885, grad_norm: 2.5692 2020-07-27 06:50:28,723 - mmaction - INFO - Epoch [95][660/3757] lr: 7.026e-02, eta: 5 days, 22:22:21, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6016, loss_cls: 2.9790, loss: 2.9790, grad_norm: 2.5480 2020-07-27 06:50:44,579 - mmaction - INFO - Epoch [95][680/3757] lr: 7.026e-02, eta: 5 days, 22:22:02, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6125, loss_cls: 2.9125, loss: 2.9125, grad_norm: 2.4788 2020-07-27 06:51:00,409 - mmaction - INFO - Epoch [95][700/3757] lr: 7.026e-02, eta: 5 days, 22:21:43, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6297, loss_cls: 2.8536, loss: 2.8536, grad_norm: 2.6795 2020-07-27 06:51:16,201 - mmaction - INFO - Epoch [95][720/3757] lr: 7.026e-02, eta: 5 days, 22:21:23, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6086, loss_cls: 2.9331, loss: 2.9331, grad_norm: 2.6526 2020-07-27 06:51:31,971 - mmaction - INFO - Epoch [95][740/3757] lr: 7.026e-02, eta: 5 days, 22:21:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6008, loss_cls: 2.9867, loss: 2.9867, grad_norm: 2.5350 2020-07-27 06:51:47,925 - mmaction - INFO - Epoch [95][760/3757] lr: 7.026e-02, eta: 5 days, 22:20:44, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6156, loss_cls: 2.8951, loss: 2.8951, grad_norm: 2.4443 2020-07-27 06:52:03,629 - mmaction - INFO - Epoch [95][780/3757] lr: 7.026e-02, eta: 5 days, 22:20:25, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6258, loss_cls: 2.9020, loss: 2.9020, grad_norm: 2.4583 2020-07-27 06:52:19,468 - mmaction - INFO - Epoch [95][800/3757] lr: 7.026e-02, eta: 5 days, 22:20:05, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6133, loss_cls: 2.9441, loss: 2.9441, grad_norm: 2.4957 2020-07-27 06:52:35,289 - mmaction - INFO - Epoch [95][820/3757] lr: 7.026e-02, eta: 5 days, 22:19:46, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6086, loss_cls: 2.9381, loss: 2.9381, grad_norm: 2.5579 2020-07-27 06:52:51,065 - mmaction - INFO - Epoch [95][840/3757] lr: 7.026e-02, eta: 5 days, 22:19:27, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5914, loss_cls: 3.0015, loss: 3.0015, grad_norm: 2.5392 2020-07-27 06:53:06,833 - mmaction - INFO - Epoch [95][860/3757] lr: 7.026e-02, eta: 5 days, 22:19:07, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6062, loss_cls: 2.9736, loss: 2.9736, grad_norm: 2.4751 2020-07-27 06:53:22,666 - mmaction - INFO - Epoch [95][880/3757] lr: 7.026e-02, eta: 5 days, 22:18:48, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8469, loss: 2.8469, grad_norm: 2.5350 2020-07-27 06:53:38,315 - mmaction - INFO - Epoch [95][900/3757] lr: 7.026e-02, eta: 5 days, 22:18:28, time: 0.782, data_time: 0.001, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5969, loss_cls: 2.9505, loss: 2.9505, grad_norm: 2.5618 2020-07-27 06:53:54,188 - mmaction - INFO - Epoch [95][920/3757] lr: 7.026e-02, eta: 5 days, 22:18:09, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6180, loss_cls: 2.8765, loss: 2.8765, grad_norm: 2.4915 2020-07-27 06:54:09,976 - mmaction - INFO - Epoch [95][940/3757] lr: 7.026e-02, eta: 5 days, 22:17:49, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6141, loss_cls: 2.9433, loss: 2.9433, grad_norm: 2.4604 2020-07-27 06:54:25,735 - mmaction - INFO - Epoch [95][960/3757] lr: 7.026e-02, eta: 5 days, 22:17:30, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6039, loss_cls: 2.9519, loss: 2.9519, grad_norm: 2.4732 2020-07-27 06:54:41,559 - mmaction - INFO - Epoch [95][980/3757] lr: 7.026e-02, eta: 5 days, 22:17:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6203, loss_cls: 2.8974, loss: 2.8974, grad_norm: 2.5252 2020-07-27 06:54:57,419 - mmaction - INFO - Epoch [95][1000/3757] lr: 7.026e-02, eta: 5 days, 22:16:51, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6070, loss_cls: 2.9684, loss: 2.9684, grad_norm: 2.5215 2020-07-27 06:55:13,194 - mmaction - INFO - Epoch [95][1020/3757] lr: 7.026e-02, eta: 5 days, 22:16:31, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.8566, loss: 2.8566, grad_norm: 2.5121 2020-07-27 06:55:29,349 - mmaction - INFO - Epoch [95][1040/3757] lr: 7.026e-02, eta: 5 days, 22:16:13, time: 0.808, data_time: 0.018, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6164, loss_cls: 2.9050, loss: 2.9050, grad_norm: 2.4854 2020-07-27 06:55:45,150 - mmaction - INFO - Epoch [95][1060/3757] lr: 7.026e-02, eta: 5 days, 22:15:53, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6023, loss_cls: 2.8827, loss: 2.8827, grad_norm: 2.5311 2020-07-27 06:56:00,908 - mmaction - INFO - Epoch [95][1080/3757] lr: 7.026e-02, eta: 5 days, 22:15:34, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5844, loss_cls: 3.0035, loss: 3.0035, grad_norm: 2.4955 2020-07-27 06:56:16,683 - mmaction - INFO - Epoch [95][1100/3757] lr: 7.026e-02, eta: 5 days, 22:15:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.9266, loss: 2.9266, grad_norm: 2.4244 2020-07-27 06:56:32,519 - mmaction - INFO - Epoch [95][1120/3757] lr: 7.026e-02, eta: 5 days, 22:14:55, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.9178, loss: 2.9178, grad_norm: 2.4726 2020-07-27 06:56:48,360 - mmaction - INFO - Epoch [95][1140/3757] lr: 7.026e-02, eta: 5 days, 22:14:36, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3852, top5_acc: 0.6242, loss_cls: 2.8240, loss: 2.8240, grad_norm: 2.4420 2020-07-27 06:57:04,231 - mmaction - INFO - Epoch [95][1160/3757] lr: 7.026e-02, eta: 5 days, 22:14:16, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6164, loss_cls: 2.8421, loss: 2.8421, grad_norm: 2.5173 2020-07-27 06:57:19,967 - mmaction - INFO - Epoch [95][1180/3757] lr: 7.026e-02, eta: 5 days, 22:13:57, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6297, loss_cls: 2.8706, loss: 2.8706, grad_norm: 2.5463 2020-07-27 06:57:35,819 - mmaction - INFO - Epoch [95][1200/3757] lr: 7.026e-02, eta: 5 days, 22:13:37, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5828, loss_cls: 2.9763, loss: 2.9763, grad_norm: 2.4910 2020-07-27 06:57:51,558 - mmaction - INFO - Epoch [95][1220/3757] lr: 7.026e-02, eta: 5 days, 22:13:18, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6016, loss_cls: 2.9761, loss: 2.9761, grad_norm: 2.5297 2020-07-27 06:58:07,367 - mmaction - INFO - Epoch [95][1240/3757] lr: 7.026e-02, eta: 5 days, 22:12:58, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5977, loss_cls: 2.9805, loss: 2.9805, grad_norm: 2.5663 2020-07-27 06:58:23,159 - mmaction - INFO - Epoch [95][1260/3757] lr: 7.026e-02, eta: 5 days, 22:12:39, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6133, loss_cls: 2.9160, loss: 2.9160, grad_norm: 2.5280 2020-07-27 06:58:38,956 - mmaction - INFO - Epoch [95][1280/3757] lr: 7.026e-02, eta: 5 days, 22:12:20, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5820, loss_cls: 3.0081, loss: 3.0081, grad_norm: 2.5539 2020-07-27 06:58:54,732 - mmaction - INFO - Epoch [95][1300/3757] lr: 7.026e-02, eta: 5 days, 22:12:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5961, loss_cls: 2.9864, loss: 2.9864, grad_norm: 2.5684 2020-07-27 06:59:10,630 - mmaction - INFO - Epoch [95][1320/3757] lr: 7.026e-02, eta: 5 days, 22:11:41, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5906, loss_cls: 3.0224, loss: 3.0224, grad_norm: 2.5354 2020-07-27 06:59:26,441 - mmaction - INFO - Epoch [95][1340/3757] lr: 7.026e-02, eta: 5 days, 22:11:21, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6180, loss_cls: 2.8658, loss: 2.8658, grad_norm: 2.4988 2020-07-27 06:59:42,376 - mmaction - INFO - Epoch [95][1360/3757] lr: 7.026e-02, eta: 5 days, 22:11:02, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6102, loss_cls: 2.9534, loss: 2.9534, grad_norm: 2.4828 2020-07-27 06:59:58,213 - mmaction - INFO - Epoch [95][1380/3757] lr: 7.026e-02, eta: 5 days, 22:10:43, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6109, loss_cls: 2.8254, loss: 2.8254, grad_norm: 2.3993 2020-07-27 07:00:20,148 - mmaction - INFO - Epoch [95][1400/3757] lr: 7.026e-02, eta: 5 days, 22:10:38, time: 1.095, data_time: 0.020, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6109, loss_cls: 3.0125, loss: 3.0125, grad_norm: 2.5719 2020-07-27 07:00:36,013 - mmaction - INFO - Epoch [95][1420/3757] lr: 7.026e-02, eta: 5 days, 22:10:19, time: 0.796, data_time: 0.007, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6039, loss_cls: 2.9786, loss: 2.9786, grad_norm: 2.5045 2020-07-27 07:00:51,869 - mmaction - INFO - Epoch [95][1440/3757] lr: 7.026e-02, eta: 5 days, 22:10:00, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6023, loss_cls: 2.9347, loss: 2.9347, grad_norm: 2.5213 2020-07-27 07:01:07,676 - mmaction - INFO - Epoch [95][1460/3757] lr: 7.026e-02, eta: 5 days, 22:09:40, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9190, loss: 2.9190, grad_norm: 2.5349 2020-07-27 07:01:23,525 - mmaction - INFO - Epoch [95][1480/3757] lr: 7.026e-02, eta: 5 days, 22:09:21, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6180, loss_cls: 2.9057, loss: 2.9057, grad_norm: 2.4350 2020-07-27 07:01:39,461 - mmaction - INFO - Epoch [95][1500/3757] lr: 7.026e-02, eta: 5 days, 22:09:02, time: 0.797, data_time: 0.013, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5992, loss_cls: 2.9844, loss: 2.9844, grad_norm: 2.4938 2020-07-27 07:01:55,225 - mmaction - INFO - Epoch [95][1520/3757] lr: 7.026e-02, eta: 5 days, 22:08:43, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6078, loss_cls: 2.9174, loss: 2.9174, grad_norm: 2.5211 2020-07-27 07:02:11,065 - mmaction - INFO - Epoch [95][1540/3757] lr: 7.026e-02, eta: 5 days, 22:08:23, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6234, loss_cls: 2.8843, loss: 2.8843, grad_norm: 2.5066 2020-07-27 07:02:26,878 - mmaction - INFO - Epoch [95][1560/3757] lr: 7.026e-02, eta: 5 days, 22:08:04, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6164, loss_cls: 2.9471, loss: 2.9471, grad_norm: 2.5096 2020-07-27 07:02:42,677 - mmaction - INFO - Epoch [95][1580/3757] lr: 7.026e-02, eta: 5 days, 22:07:44, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6078, loss_cls: 2.8781, loss: 2.8781, grad_norm: 2.5121 2020-07-27 07:02:58,522 - mmaction - INFO - Epoch [95][1600/3757] lr: 7.026e-02, eta: 5 days, 22:07:25, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6203, loss_cls: 2.9324, loss: 2.9324, grad_norm: 2.5606 2020-07-27 07:03:14,281 - mmaction - INFO - Epoch [95][1620/3757] lr: 7.026e-02, eta: 5 days, 22:07:06, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5914, loss_cls: 3.0370, loss: 3.0370, grad_norm: 2.5402 2020-07-27 07:03:30,106 - mmaction - INFO - Epoch [95][1640/3757] lr: 7.026e-02, eta: 5 days, 22:06:46, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5805, loss_cls: 3.0669, loss: 3.0669, grad_norm: 2.4681 2020-07-27 07:03:45,918 - mmaction - INFO - Epoch [95][1660/3757] lr: 7.026e-02, eta: 5 days, 22:06:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.6000, loss_cls: 3.0295, loss: 3.0295, grad_norm: 2.4985 2020-07-27 07:04:01,673 - mmaction - INFO - Epoch [95][1680/3757] lr: 7.026e-02, eta: 5 days, 22:06:07, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5797, loss_cls: 3.0925, loss: 3.0925, grad_norm: 2.5131 2020-07-27 07:04:17,487 - mmaction - INFO - Epoch [95][1700/3757] lr: 7.026e-02, eta: 5 days, 22:05:48, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5820, loss_cls: 3.0717, loss: 3.0717, grad_norm: 2.4438 2020-07-27 07:04:33,334 - mmaction - INFO - Epoch [95][1720/3757] lr: 7.026e-02, eta: 5 days, 22:05:29, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5945, loss_cls: 3.0543, loss: 3.0543, grad_norm: 2.4865 2020-07-27 07:04:49,160 - mmaction - INFO - Epoch [95][1740/3757] lr: 7.026e-02, eta: 5 days, 22:05:09, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6094, loss_cls: 2.9340, loss: 2.9340, grad_norm: 2.4397 2020-07-27 07:05:05,012 - mmaction - INFO - Epoch [95][1760/3757] lr: 7.026e-02, eta: 5 days, 22:04:50, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6227, loss_cls: 2.8053, loss: 2.8053, grad_norm: 2.4691 2020-07-27 07:05:20,720 - mmaction - INFO - Epoch [95][1780/3757] lr: 7.026e-02, eta: 5 days, 22:04:30, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6023, loss_cls: 2.9592, loss: 2.9592, grad_norm: 2.5381 2020-07-27 07:05:36,540 - mmaction - INFO - Epoch [95][1800/3757] lr: 7.026e-02, eta: 5 days, 22:04:11, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6047, loss_cls: 3.0155, loss: 3.0155, grad_norm: 2.5233 2020-07-27 07:05:52,391 - mmaction - INFO - Epoch [95][1820/3757] lr: 7.026e-02, eta: 5 days, 22:03:52, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6141, loss_cls: 2.9622, loss: 2.9622, grad_norm: 2.4944 2020-07-27 07:06:08,222 - mmaction - INFO - Epoch [95][1840/3757] lr: 7.026e-02, eta: 5 days, 22:03:32, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5977, loss_cls: 2.9806, loss: 2.9806, grad_norm: 2.5321 2020-07-27 07:06:24,089 - mmaction - INFO - Epoch [95][1860/3757] lr: 7.026e-02, eta: 5 days, 22:03:13, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5914, loss_cls: 3.0394, loss: 3.0394, grad_norm: 2.5281 2020-07-27 07:06:39,888 - mmaction - INFO - Epoch [95][1880/3757] lr: 7.026e-02, eta: 5 days, 22:02:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.5992, loss_cls: 2.9635, loss: 2.9635, grad_norm: 2.4566 2020-07-27 07:06:55,698 - mmaction - INFO - Epoch [95][1900/3757] lr: 7.026e-02, eta: 5 days, 22:02:34, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6070, loss_cls: 2.9666, loss: 2.9666, grad_norm: 2.5160 2020-07-27 07:07:11,453 - mmaction - INFO - Epoch [95][1920/3757] lr: 7.026e-02, eta: 5 days, 22:02:15, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6070, loss_cls: 2.9068, loss: 2.9068, grad_norm: 2.4796 2020-07-27 07:07:27,191 - mmaction - INFO - Epoch [95][1940/3757] lr: 7.026e-02, eta: 5 days, 22:01:55, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6055, loss_cls: 3.0016, loss: 3.0016, grad_norm: 2.5317 2020-07-27 07:07:42,965 - mmaction - INFO - Epoch [95][1960/3757] lr: 7.026e-02, eta: 5 days, 22:01:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6047, loss_cls: 3.0200, loss: 3.0200, grad_norm: 2.5864 2020-07-27 07:07:58,697 - mmaction - INFO - Epoch [95][1980/3757] lr: 7.026e-02, eta: 5 days, 22:01:16, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5773, loss_cls: 2.9903, loss: 2.9903, grad_norm: 2.5640 2020-07-27 07:08:14,428 - mmaction - INFO - Epoch [95][2000/3757] lr: 7.026e-02, eta: 5 days, 22:00:56, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6039, loss_cls: 3.0146, loss: 3.0146, grad_norm: 2.4921 2020-07-27 07:08:30,170 - mmaction - INFO - Epoch [95][2020/3757] lr: 7.026e-02, eta: 5 days, 22:00:37, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6055, loss_cls: 2.9794, loss: 2.9794, grad_norm: 2.5063 2020-07-27 07:08:45,994 - mmaction - INFO - Epoch [95][2040/3757] lr: 7.026e-02, eta: 5 days, 22:00:17, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6023, loss_cls: 2.9008, loss: 2.9008, grad_norm: 2.5014 2020-07-27 07:09:01,770 - mmaction - INFO - Epoch [95][2060/3757] lr: 7.026e-02, eta: 5 days, 21:59:58, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5836, loss_cls: 3.0339, loss: 3.0339, grad_norm: 2.5334 2020-07-27 07:09:17,517 - mmaction - INFO - Epoch [95][2080/3757] lr: 7.026e-02, eta: 5 days, 21:59:38, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6195, loss_cls: 2.8528, loss: 2.8528, grad_norm: 2.4290 2020-07-27 07:09:33,300 - mmaction - INFO - Epoch [95][2100/3757] lr: 7.026e-02, eta: 5 days, 21:59:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6086, loss_cls: 2.9909, loss: 2.9909, grad_norm: 2.6248 2020-07-27 07:09:49,062 - mmaction - INFO - Epoch [95][2120/3757] lr: 7.026e-02, eta: 5 days, 21:58:59, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6148, loss_cls: 2.9268, loss: 2.9268, grad_norm: 2.5612 2020-07-27 07:10:04,981 - mmaction - INFO - Epoch [95][2140/3757] lr: 7.026e-02, eta: 5 days, 21:58:40, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6172, loss_cls: 2.9022, loss: 2.9022, grad_norm: 2.4934 2020-07-27 07:10:20,794 - mmaction - INFO - Epoch [95][2160/3757] lr: 7.026e-02, eta: 5 days, 21:58:21, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6242, loss_cls: 2.9182, loss: 2.9182, grad_norm: 2.5204 2020-07-27 07:10:36,594 - mmaction - INFO - Epoch [95][2180/3757] lr: 7.026e-02, eta: 5 days, 21:58:02, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6133, loss_cls: 2.9647, loss: 2.9647, grad_norm: 2.5081 2020-07-27 07:10:52,455 - mmaction - INFO - Epoch [95][2200/3757] lr: 7.026e-02, eta: 5 days, 21:57:42, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5992, loss_cls: 2.9911, loss: 2.9911, grad_norm: 2.5101 2020-07-27 07:11:08,292 - mmaction - INFO - Epoch [95][2220/3757] lr: 7.026e-02, eta: 5 days, 21:57:23, time: 0.794, data_time: 0.006, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 3.0171, loss: 3.0171, grad_norm: 2.4888 2020-07-27 07:11:24,099 - mmaction - INFO - Epoch [95][2240/3757] lr: 7.026e-02, eta: 5 days, 21:57:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6250, loss_cls: 2.8271, loss: 2.8271, grad_norm: 2.4917 2020-07-27 07:11:39,952 - mmaction - INFO - Epoch [95][2260/3757] lr: 7.026e-02, eta: 5 days, 21:56:44, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6305, loss_cls: 2.8240, loss: 2.8240, grad_norm: 2.5717 2020-07-27 07:11:55,882 - mmaction - INFO - Epoch [95][2280/3757] lr: 7.026e-02, eta: 5 days, 21:56:25, time: 0.797, data_time: 0.005, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5961, loss_cls: 2.9735, loss: 2.9735, grad_norm: 2.4937 2020-07-27 07:12:11,674 - mmaction - INFO - Epoch [95][2300/3757] lr: 7.026e-02, eta: 5 days, 21:56:06, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6016, loss_cls: 2.9477, loss: 2.9477, grad_norm: 2.5084 2020-07-27 07:12:27,545 - mmaction - INFO - Epoch [95][2320/3757] lr: 7.026e-02, eta: 5 days, 21:55:47, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6062, loss_cls: 2.9666, loss: 2.9666, grad_norm: 2.4873 2020-07-27 07:12:43,363 - mmaction - INFO - Epoch [95][2340/3757] lr: 7.026e-02, eta: 5 days, 21:55:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6305, loss_cls: 2.8076, loss: 2.8076, grad_norm: 2.5065 2020-07-27 07:12:59,103 - mmaction - INFO - Epoch [95][2360/3757] lr: 7.026e-02, eta: 5 days, 21:55:08, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 2.9587, loss: 2.9587, grad_norm: 2.6483 2020-07-27 07:13:14,942 - mmaction - INFO - Epoch [95][2380/3757] lr: 7.026e-02, eta: 5 days, 21:54:48, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5977, loss_cls: 2.9459, loss: 2.9459, grad_norm: 2.4720 2020-07-27 07:13:30,823 - mmaction - INFO - Epoch [95][2400/3757] lr: 7.026e-02, eta: 5 days, 21:54:29, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6258, loss_cls: 2.9290, loss: 2.9290, grad_norm: 2.4952 2020-07-27 07:13:46,646 - mmaction - INFO - Epoch [95][2420/3757] lr: 7.026e-02, eta: 5 days, 21:54:10, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6164, loss_cls: 2.8741, loss: 2.8741, grad_norm: 2.4452 2020-07-27 07:14:02,524 - mmaction - INFO - Epoch [95][2440/3757] lr: 7.026e-02, eta: 5 days, 21:53:51, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6047, loss_cls: 2.9452, loss: 2.9452, grad_norm: 2.4617 2020-07-27 07:14:18,531 - mmaction - INFO - Epoch [95][2460/3757] lr: 7.026e-02, eta: 5 days, 21:53:32, time: 0.801, data_time: 0.011, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6281, loss_cls: 2.8714, loss: 2.8714, grad_norm: 2.4507 2020-07-27 07:14:34,339 - mmaction - INFO - Epoch [95][2480/3757] lr: 7.026e-02, eta: 5 days, 21:53:12, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6086, loss_cls: 2.9147, loss: 2.9147, grad_norm: 2.5218 2020-07-27 07:14:50,174 - mmaction - INFO - Epoch [95][2500/3757] lr: 7.026e-02, eta: 5 days, 21:52:53, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9353, loss: 2.9353, grad_norm: 2.4896 2020-07-27 07:15:05,912 - mmaction - INFO - Epoch [95][2520/3757] lr: 7.026e-02, eta: 5 days, 21:52:33, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6055, loss_cls: 2.9419, loss: 2.9419, grad_norm: 2.5063 2020-07-27 07:15:21,601 - mmaction - INFO - Epoch [95][2540/3757] lr: 7.026e-02, eta: 5 days, 21:52:14, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5938, loss_cls: 3.0192, loss: 3.0192, grad_norm: 2.5016 2020-07-27 07:15:37,353 - mmaction - INFO - Epoch [95][2560/3757] lr: 7.026e-02, eta: 5 days, 21:51:54, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6188, loss_cls: 2.9008, loss: 2.9008, grad_norm: 2.5313 2020-07-27 07:15:53,163 - mmaction - INFO - Epoch [95][2580/3757] lr: 7.026e-02, eta: 5 days, 21:51:35, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6398, loss_cls: 2.8982, loss: 2.8982, grad_norm: 2.5431 2020-07-27 07:16:08,929 - mmaction - INFO - Epoch [95][2600/3757] lr: 7.026e-02, eta: 5 days, 21:51:15, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6297, loss_cls: 2.8284, loss: 2.8284, grad_norm: 2.4928 2020-07-27 07:16:24,726 - mmaction - INFO - Epoch [95][2620/3757] lr: 7.026e-02, eta: 5 days, 21:50:56, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 3.0057, loss: 3.0057, grad_norm: 2.5779 2020-07-27 07:16:40,613 - mmaction - INFO - Epoch [95][2640/3757] lr: 7.026e-02, eta: 5 days, 21:50:37, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5977, loss_cls: 2.9413, loss: 2.9413, grad_norm: 2.4713 2020-07-27 07:16:56,491 - mmaction - INFO - Epoch [95][2660/3757] lr: 7.026e-02, eta: 5 days, 21:50:17, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6180, loss_cls: 2.9567, loss: 2.9567, grad_norm: 2.4128 2020-07-27 07:17:12,155 - mmaction - INFO - Epoch [95][2680/3757] lr: 7.026e-02, eta: 5 days, 21:49:58, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6242, loss_cls: 2.8744, loss: 2.8744, grad_norm: 2.4927 2020-07-27 07:17:27,953 - mmaction - INFO - Epoch [95][2700/3757] lr: 7.026e-02, eta: 5 days, 21:49:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3836, top5_acc: 0.6203, loss_cls: 2.8346, loss: 2.8346, grad_norm: 2.4756 2020-07-27 07:17:43,789 - mmaction - INFO - Epoch [95][2720/3757] lr: 7.026e-02, eta: 5 days, 21:49:19, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5961, loss_cls: 3.0065, loss: 3.0065, grad_norm: 2.5509 2020-07-27 07:17:59,595 - mmaction - INFO - Epoch [95][2740/3757] lr: 7.026e-02, eta: 5 days, 21:49:00, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5836, loss_cls: 2.9908, loss: 2.9908, grad_norm: 2.5045 2020-07-27 07:18:15,400 - mmaction - INFO - Epoch [95][2760/3757] lr: 7.026e-02, eta: 5 days, 21:48:40, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6070, loss_cls: 2.9154, loss: 2.9154, grad_norm: 2.5156 2020-07-27 07:18:31,189 - mmaction - INFO - Epoch [95][2780/3757] lr: 7.026e-02, eta: 5 days, 21:48:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6203, loss_cls: 2.9051, loss: 2.9051, grad_norm: 2.5073 2020-07-27 07:18:47,022 - mmaction - INFO - Epoch [95][2800/3757] lr: 7.026e-02, eta: 5 days, 21:48:02, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5898, loss_cls: 3.0205, loss: 3.0205, grad_norm: 2.5520 2020-07-27 07:19:02,846 - mmaction - INFO - Epoch [95][2820/3757] lr: 7.026e-02, eta: 5 days, 21:47:42, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6094, loss_cls: 2.8872, loss: 2.8872, grad_norm: 2.5585 2020-07-27 07:19:18,736 - mmaction - INFO - Epoch [95][2840/3757] lr: 7.026e-02, eta: 5 days, 21:47:23, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6070, loss_cls: 2.9502, loss: 2.9502, grad_norm: 2.5640 2020-07-27 07:19:34,513 - mmaction - INFO - Epoch [95][2860/3757] lr: 7.026e-02, eta: 5 days, 21:47:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6133, loss_cls: 2.9458, loss: 2.9458, grad_norm: 2.5265 2020-07-27 07:19:50,337 - mmaction - INFO - Epoch [95][2880/3757] lr: 7.026e-02, eta: 5 days, 21:46:44, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6242, loss_cls: 2.9180, loss: 2.9180, grad_norm: 2.5619 2020-07-27 07:20:06,192 - mmaction - INFO - Epoch [95][2900/3757] lr: 7.026e-02, eta: 5 days, 21:46:25, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.5992, loss_cls: 2.9026, loss: 2.9026, grad_norm: 2.4886 2020-07-27 07:20:21,925 - mmaction - INFO - Epoch [95][2920/3757] lr: 7.026e-02, eta: 5 days, 21:46:05, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6125, loss_cls: 2.9875, loss: 2.9875, grad_norm: 2.5038 2020-07-27 07:20:37,725 - mmaction - INFO - Epoch [95][2940/3757] lr: 7.026e-02, eta: 5 days, 21:45:46, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6062, loss_cls: 2.9174, loss: 2.9174, grad_norm: 2.5009 2020-07-27 07:20:53,538 - mmaction - INFO - Epoch [95][2960/3757] lr: 7.026e-02, eta: 5 days, 21:45:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6039, loss_cls: 2.9271, loss: 2.9271, grad_norm: 2.4908 2020-07-27 07:21:09,393 - mmaction - INFO - Epoch [95][2980/3757] lr: 7.026e-02, eta: 5 days, 21:45:07, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5820, loss_cls: 3.1083, loss: 3.1083, grad_norm: 2.5349 2020-07-27 07:21:25,114 - mmaction - INFO - Epoch [95][3000/3757] lr: 7.026e-02, eta: 5 days, 21:44:48, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6102, loss_cls: 2.9597, loss: 2.9597, grad_norm: 2.5280 2020-07-27 07:21:40,924 - mmaction - INFO - Epoch [95][3020/3757] lr: 7.026e-02, eta: 5 days, 21:44:29, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5867, loss_cls: 3.0137, loss: 3.0137, grad_norm: 2.5774 2020-07-27 07:21:56,706 - mmaction - INFO - Epoch [95][3040/3757] lr: 7.026e-02, eta: 5 days, 21:44:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6016, loss_cls: 2.9240, loss: 2.9240, grad_norm: 2.5656 2020-07-27 07:22:12,626 - mmaction - INFO - Epoch [95][3060/3757] lr: 7.026e-02, eta: 5 days, 21:43:50, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5906, loss_cls: 3.0210, loss: 3.0210, grad_norm: 2.5440 2020-07-27 07:22:28,421 - mmaction - INFO - Epoch [95][3080/3757] lr: 7.026e-02, eta: 5 days, 21:43:31, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6023, loss_cls: 2.9706, loss: 2.9706, grad_norm: 2.4272 2020-07-27 07:22:44,181 - mmaction - INFO - Epoch [95][3100/3757] lr: 7.026e-02, eta: 5 days, 21:43:11, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6016, loss_cls: 2.9170, loss: 2.9170, grad_norm: 2.5485 2020-07-27 07:22:59,854 - mmaction - INFO - Epoch [95][3120/3757] lr: 7.026e-02, eta: 5 days, 21:42:51, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6102, loss_cls: 2.9391, loss: 2.9391, grad_norm: 2.5138 2020-07-27 07:23:15,607 - mmaction - INFO - Epoch [95][3140/3757] lr: 7.026e-02, eta: 5 days, 21:42:32, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6000, loss_cls: 2.9404, loss: 2.9404, grad_norm: 2.6185 2020-07-27 07:23:31,378 - mmaction - INFO - Epoch [95][3160/3757] lr: 7.026e-02, eta: 5 days, 21:42:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6016, loss_cls: 2.9614, loss: 2.9614, grad_norm: 2.5013 2020-07-27 07:23:47,165 - mmaction - INFO - Epoch [95][3180/3757] lr: 7.026e-02, eta: 5 days, 21:41:53, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5984, loss_cls: 2.9704, loss: 2.9704, grad_norm: 2.5125 2020-07-27 07:24:02,929 - mmaction - INFO - Epoch [95][3200/3757] lr: 7.026e-02, eta: 5 days, 21:41:34, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6078, loss_cls: 2.9094, loss: 2.9094, grad_norm: 2.4775 2020-07-27 07:24:18,737 - mmaction - INFO - Epoch [95][3220/3757] lr: 7.026e-02, eta: 5 days, 21:41:14, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6070, loss_cls: 2.9239, loss: 2.9239, grad_norm: 2.5078 2020-07-27 07:24:34,619 - mmaction - INFO - Epoch [95][3240/3757] lr: 7.026e-02, eta: 5 days, 21:40:55, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.6117, loss_cls: 2.9655, loss: 2.9655, grad_norm: 2.5362 2020-07-27 07:24:50,300 - mmaction - INFO - Epoch [95][3260/3757] lr: 7.026e-02, eta: 5 days, 21:40:35, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3125, top5_acc: 0.5852, loss_cls: 3.0532, loss: 3.0532, grad_norm: 2.5421 2020-07-27 07:25:06,143 - mmaction - INFO - Epoch [95][3280/3757] lr: 7.026e-02, eta: 5 days, 21:40:16, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5914, loss_cls: 3.0594, loss: 3.0594, grad_norm: 2.5609 2020-07-27 07:25:22,076 - mmaction - INFO - Epoch [95][3300/3757] lr: 7.026e-02, eta: 5 days, 21:39:57, time: 0.797, data_time: 0.011, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5852, loss_cls: 3.0487, loss: 3.0487, grad_norm: 2.5051 2020-07-27 07:25:37,925 - mmaction - INFO - Epoch [95][3320/3757] lr: 7.026e-02, eta: 5 days, 21:39:38, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5969, loss_cls: 3.0592, loss: 3.0592, grad_norm: 2.4444 2020-07-27 07:25:53,633 - mmaction - INFO - Epoch [95][3340/3757] lr: 7.026e-02, eta: 5 days, 21:39:18, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3172, top5_acc: 0.5844, loss_cls: 3.0383, loss: 3.0383, grad_norm: 2.5442 2020-07-27 07:26:09,392 - mmaction - INFO - Epoch [95][3360/3757] lr: 7.026e-02, eta: 5 days, 21:38:59, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.8955, loss: 2.8955, grad_norm: 2.4964 2020-07-27 07:26:25,153 - mmaction - INFO - Epoch [95][3380/3757] lr: 7.026e-02, eta: 5 days, 21:38:39, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6031, loss_cls: 2.9750, loss: 2.9750, grad_norm: 2.6103 2020-07-27 07:26:40,892 - mmaction - INFO - Epoch [95][3400/3757] lr: 7.026e-02, eta: 5 days, 21:38:20, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6258, loss_cls: 2.9035, loss: 2.9035, grad_norm: 2.4840 2020-07-27 07:26:56,674 - mmaction - INFO - Epoch [95][3420/3757] lr: 7.026e-02, eta: 5 days, 21:38:00, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6031, loss_cls: 2.9410, loss: 2.9410, grad_norm: 2.4539 2020-07-27 07:27:12,357 - mmaction - INFO - Epoch [95][3440/3757] lr: 7.026e-02, eta: 5 days, 21:37:41, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6211, loss_cls: 2.8770, loss: 2.8770, grad_norm: 2.5290 2020-07-27 07:27:28,106 - mmaction - INFO - Epoch [95][3460/3757] lr: 7.026e-02, eta: 5 days, 21:37:21, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6031, loss_cls: 2.9448, loss: 2.9448, grad_norm: 2.5166 2020-07-27 07:27:43,935 - mmaction - INFO - Epoch [95][3480/3757] lr: 7.026e-02, eta: 5 days, 21:37:02, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6141, loss_cls: 2.9507, loss: 2.9507, grad_norm: 2.4982 2020-07-27 07:27:59,720 - mmaction - INFO - Epoch [95][3500/3757] lr: 7.026e-02, eta: 5 days, 21:36:42, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5977, loss_cls: 2.9650, loss: 2.9650, grad_norm: 2.5343 2020-07-27 07:28:15,510 - mmaction - INFO - Epoch [95][3520/3757] lr: 7.026e-02, eta: 5 days, 21:36:23, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5930, loss_cls: 2.9860, loss: 2.9860, grad_norm: 2.5750 2020-07-27 07:28:31,383 - mmaction - INFO - Epoch [95][3540/3757] lr: 7.026e-02, eta: 5 days, 21:36:04, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3187, top5_acc: 0.6000, loss_cls: 3.0540, loss: 3.0540, grad_norm: 2.5393 2020-07-27 07:28:47,238 - mmaction - INFO - Epoch [95][3560/3757] lr: 7.026e-02, eta: 5 days, 21:35:45, time: 0.793, data_time: 0.008, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6125, loss_cls: 2.8721, loss: 2.8721, grad_norm: 2.4875 2020-07-27 07:29:03,052 - mmaction - INFO - Epoch [95][3580/3757] lr: 7.026e-02, eta: 5 days, 21:35:25, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6008, loss_cls: 2.9617, loss: 2.9617, grad_norm: 2.5297 2020-07-27 07:29:24,524 - mmaction - INFO - Epoch [95][3600/3757] lr: 7.026e-02, eta: 5 days, 21:35:19, time: 1.073, data_time: 0.286, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 2.9539, loss: 2.9539, grad_norm: 2.5116 2020-07-27 07:29:41,125 - mmaction - INFO - Epoch [95][3620/3757] lr: 7.026e-02, eta: 5 days, 21:35:02, time: 0.831, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6102, loss_cls: 2.9009, loss: 2.9009, grad_norm: 2.5032 2020-07-27 07:29:57,144 - mmaction - INFO - Epoch [95][3640/3757] lr: 7.026e-02, eta: 5 days, 21:34:43, time: 0.801, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6164, loss_cls: 2.9101, loss: 2.9101, grad_norm: 2.5089 2020-07-27 07:30:12,941 - mmaction - INFO - Epoch [95][3660/3757] lr: 7.026e-02, eta: 5 days, 21:34:24, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6281, loss_cls: 2.8497, loss: 2.8497, grad_norm: 2.5050 2020-07-27 07:30:28,733 - mmaction - INFO - Epoch [95][3680/3757] lr: 7.026e-02, eta: 5 days, 21:34:04, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5961, loss_cls: 2.9911, loss: 2.9911, grad_norm: 2.5074 2020-07-27 07:30:44,493 - mmaction - INFO - Epoch [95][3700/3757] lr: 7.026e-02, eta: 5 days, 21:33:45, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6000, loss_cls: 2.9675, loss: 2.9675, grad_norm: 2.5603 2020-07-27 07:31:00,315 - mmaction - INFO - Epoch [95][3720/3757] lr: 7.026e-02, eta: 5 days, 21:33:26, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6227, loss_cls: 2.8881, loss: 2.8881, grad_norm: 2.5101 2020-07-27 07:31:16,166 - mmaction - INFO - Epoch [95][3740/3757] lr: 7.026e-02, eta: 5 days, 21:33:06, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5852, loss_cls: 3.0776, loss: 3.0776, grad_norm: 2.5792 2020-07-27 07:35:03,331 - mmaction - INFO - Epoch [96][20/3757] lr: 6.970e-02, eta: 5 days, 21:39:30, time: 10.188, data_time: 9.299, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6336, loss_cls: 2.8438, loss: 2.8438, grad_norm: 2.5283 2020-07-27 07:35:19,047 - mmaction - INFO - Epoch [96][40/3757] lr: 6.970e-02, eta: 5 days, 21:39:10, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6180, loss_cls: 2.8978, loss: 2.8978, grad_norm: 2.5179 2020-07-27 07:35:34,889 - mmaction - INFO - Epoch [96][60/3757] lr: 6.970e-02, eta: 5 days, 21:38:51, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.5961, loss_cls: 3.0097, loss: 3.0097, grad_norm: 2.5451 2020-07-27 07:35:50,684 - mmaction - INFO - Epoch [96][80/3757] lr: 6.970e-02, eta: 5 days, 21:38:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6031, loss_cls: 2.9302, loss: 2.9302, grad_norm: 2.4642 2020-07-27 07:36:06,655 - mmaction - INFO - Epoch [96][100/3757] lr: 6.970e-02, eta: 5 days, 21:38:12, time: 0.798, data_time: 0.014, memory: 6196, top1_acc: 0.3852, top5_acc: 0.6281, loss_cls: 2.8393, loss: 2.8393, grad_norm: 2.4737 2020-07-27 07:36:22,417 - mmaction - INFO - Epoch [96][120/3757] lr: 6.970e-02, eta: 5 days, 21:37:53, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.5984, loss_cls: 2.9090, loss: 2.9090, grad_norm: 2.5063 2020-07-27 07:36:38,253 - mmaction - INFO - Epoch [96][140/3757] lr: 6.970e-02, eta: 5 days, 21:37:34, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6070, loss_cls: 2.9329, loss: 2.9329, grad_norm: 2.5723 2020-07-27 07:36:54,265 - mmaction - INFO - Epoch [96][160/3757] lr: 6.970e-02, eta: 5 days, 21:37:15, time: 0.800, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5852, loss_cls: 2.9586, loss: 2.9586, grad_norm: 2.5216 2020-07-27 07:37:10,005 - mmaction - INFO - Epoch [96][180/3757] lr: 6.970e-02, eta: 5 days, 21:36:55, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6016, loss_cls: 2.9530, loss: 2.9530, grad_norm: 2.4830 2020-07-27 07:37:25,853 - mmaction - INFO - Epoch [96][200/3757] lr: 6.970e-02, eta: 5 days, 21:36:36, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6125, loss_cls: 2.9294, loss: 2.9294, grad_norm: 2.5257 2020-07-27 07:37:41,761 - mmaction - INFO - Epoch [96][220/3757] lr: 6.970e-02, eta: 5 days, 21:36:17, time: 0.795, data_time: 0.012, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6227, loss_cls: 2.8157, loss: 2.8157, grad_norm: 2.4961 2020-07-27 07:37:57,531 - mmaction - INFO - Epoch [96][240/3757] lr: 6.970e-02, eta: 5 days, 21:35:57, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6008, loss_cls: 2.9631, loss: 2.9631, grad_norm: 2.5491 2020-07-27 07:38:13,285 - mmaction - INFO - Epoch [96][260/3757] lr: 6.970e-02, eta: 5 days, 21:35:38, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5977, loss_cls: 3.0172, loss: 3.0172, grad_norm: 2.5824 2020-07-27 07:38:29,054 - mmaction - INFO - Epoch [96][280/3757] lr: 6.970e-02, eta: 5 days, 21:35:18, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6273, loss_cls: 2.8736, loss: 2.8736, grad_norm: 2.5572 2020-07-27 07:38:44,923 - mmaction - INFO - Epoch [96][300/3757] lr: 6.970e-02, eta: 5 days, 21:34:59, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6102, loss_cls: 2.9127, loss: 2.9127, grad_norm: 2.5345 2020-07-27 07:39:00,748 - mmaction - INFO - Epoch [96][320/3757] lr: 6.970e-02, eta: 5 days, 21:34:40, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6211, loss_cls: 2.9629, loss: 2.9629, grad_norm: 2.5346 2020-07-27 07:39:16,834 - mmaction - INFO - Epoch [96][340/3757] lr: 6.970e-02, eta: 5 days, 21:34:21, time: 0.807, data_time: 0.019, memory: 6196, top1_acc: 0.3148, top5_acc: 0.5781, loss_cls: 3.0988, loss: 3.0988, grad_norm: 2.5692 2020-07-27 07:39:32,645 - mmaction - INFO - Epoch [96][360/3757] lr: 6.970e-02, eta: 5 days, 21:34:02, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6141, loss_cls: 2.8859, loss: 2.8859, grad_norm: 2.4327 2020-07-27 07:39:48,387 - mmaction - INFO - Epoch [96][380/3757] lr: 6.970e-02, eta: 5 days, 21:33:42, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6219, loss_cls: 2.8632, loss: 2.8632, grad_norm: 2.5314 2020-07-27 07:40:04,233 - mmaction - INFO - Epoch [96][400/3757] lr: 6.970e-02, eta: 5 days, 21:33:23, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6164, loss_cls: 2.8687, loss: 2.8687, grad_norm: 2.4742 2020-07-27 07:40:19,946 - mmaction - INFO - Epoch [96][420/3757] lr: 6.970e-02, eta: 5 days, 21:33:03, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3727, top5_acc: 0.5977, loss_cls: 2.9724, loss: 2.9724, grad_norm: 2.5346 2020-07-27 07:40:35,696 - mmaction - INFO - Epoch [96][440/3757] lr: 6.970e-02, eta: 5 days, 21:32:44, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6188, loss_cls: 2.8149, loss: 2.8149, grad_norm: 2.4973 2020-07-27 07:40:51,472 - mmaction - INFO - Epoch [96][460/3757] lr: 6.970e-02, eta: 5 days, 21:32:24, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6266, loss_cls: 2.8650, loss: 2.8650, grad_norm: 2.5123 2020-07-27 07:41:07,230 - mmaction - INFO - Epoch [96][480/3757] lr: 6.970e-02, eta: 5 days, 21:32:05, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5875, loss_cls: 3.0137, loss: 3.0137, grad_norm: 2.5836 2020-07-27 07:41:23,029 - mmaction - INFO - Epoch [96][500/3757] lr: 6.970e-02, eta: 5 days, 21:31:45, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6211, loss_cls: 2.9053, loss: 2.9053, grad_norm: 2.4961 2020-07-27 07:41:38,857 - mmaction - INFO - Epoch [96][520/3757] lr: 6.970e-02, eta: 5 days, 21:31:26, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6188, loss_cls: 2.9122, loss: 2.9122, grad_norm: 2.4790 2020-07-27 07:41:54,662 - mmaction - INFO - Epoch [96][540/3757] lr: 6.970e-02, eta: 5 days, 21:31:06, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6156, loss_cls: 2.9487, loss: 2.9487, grad_norm: 2.5007 2020-07-27 07:42:10,408 - mmaction - INFO - Epoch [96][560/3757] lr: 6.970e-02, eta: 5 days, 21:30:47, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6016, loss_cls: 2.9382, loss: 2.9382, grad_norm: 2.5526 2020-07-27 07:42:26,134 - mmaction - INFO - Epoch [96][580/3757] lr: 6.970e-02, eta: 5 days, 21:30:27, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6016, loss_cls: 3.0085, loss: 3.0085, grad_norm: 2.5432 2020-07-27 07:42:41,889 - mmaction - INFO - Epoch [96][600/3757] lr: 6.970e-02, eta: 5 days, 21:30:08, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5875, loss_cls: 3.0333, loss: 3.0333, grad_norm: 2.5613 2020-07-27 07:42:57,617 - mmaction - INFO - Epoch [96][620/3757] lr: 6.970e-02, eta: 5 days, 21:29:48, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3875, top5_acc: 0.6273, loss_cls: 2.8481, loss: 2.8481, grad_norm: 2.4966 2020-07-27 07:43:13,442 - mmaction - INFO - Epoch [96][640/3757] lr: 6.970e-02, eta: 5 days, 21:29:29, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6258, loss_cls: 2.8951, loss: 2.8951, grad_norm: 2.5199 2020-07-27 07:43:29,255 - mmaction - INFO - Epoch [96][660/3757] lr: 6.970e-02, eta: 5 days, 21:29:10, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5914, loss_cls: 3.1291, loss: 3.1291, grad_norm: 2.5625 2020-07-27 07:43:45,061 - mmaction - INFO - Epoch [96][680/3757] lr: 6.970e-02, eta: 5 days, 21:28:50, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6258, loss_cls: 2.8814, loss: 2.8814, grad_norm: 2.3834 2020-07-27 07:44:00,809 - mmaction - INFO - Epoch [96][700/3757] lr: 6.970e-02, eta: 5 days, 21:28:31, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3805, top5_acc: 0.6500, loss_cls: 2.7463, loss: 2.7463, grad_norm: 2.5171 2020-07-27 07:44:16,581 - mmaction - INFO - Epoch [96][720/3757] lr: 6.970e-02, eta: 5 days, 21:28:11, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6070, loss_cls: 2.9363, loss: 2.9363, grad_norm: 2.5825 2020-07-27 07:44:32,278 - mmaction - INFO - Epoch [96][740/3757] lr: 6.970e-02, eta: 5 days, 21:27:52, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6109, loss_cls: 2.9191, loss: 2.9191, grad_norm: 2.5268 2020-07-27 07:44:48,120 - mmaction - INFO - Epoch [96][760/3757] lr: 6.970e-02, eta: 5 days, 21:27:32, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6172, loss_cls: 2.9220, loss: 2.9220, grad_norm: 2.5506 2020-07-27 07:45:03,956 - mmaction - INFO - Epoch [96][780/3757] lr: 6.970e-02, eta: 5 days, 21:27:13, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6070, loss_cls: 2.9215, loss: 2.9215, grad_norm: 2.4644 2020-07-27 07:45:19,755 - mmaction - INFO - Epoch [96][800/3757] lr: 6.970e-02, eta: 5 days, 21:26:54, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6148, loss_cls: 2.9122, loss: 2.9122, grad_norm: 2.4893 2020-07-27 07:45:35,596 - mmaction - INFO - Epoch [96][820/3757] lr: 6.970e-02, eta: 5 days, 21:26:34, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6086, loss_cls: 2.9474, loss: 2.9474, grad_norm: 2.5049 2020-07-27 07:45:51,357 - mmaction - INFO - Epoch [96][840/3757] lr: 6.970e-02, eta: 5 days, 21:26:15, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6203, loss_cls: 2.8864, loss: 2.8864, grad_norm: 2.4660 2020-07-27 07:46:07,250 - mmaction - INFO - Epoch [96][860/3757] lr: 6.970e-02, eta: 5 days, 21:25:56, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6164, loss_cls: 2.8605, loss: 2.8605, grad_norm: 2.5467 2020-07-27 07:46:23,064 - mmaction - INFO - Epoch [96][880/3757] lr: 6.970e-02, eta: 5 days, 21:25:36, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6102, loss_cls: 2.8533, loss: 2.8533, grad_norm: 2.6418 2020-07-27 07:46:38,909 - mmaction - INFO - Epoch [96][900/3757] lr: 6.970e-02, eta: 5 days, 21:25:17, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5883, loss_cls: 3.0351, loss: 3.0351, grad_norm: 2.5532 2020-07-27 07:46:54,705 - mmaction - INFO - Epoch [96][920/3757] lr: 6.970e-02, eta: 5 days, 21:24:58, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5977, loss_cls: 3.0007, loss: 3.0007, grad_norm: 2.4616 2020-07-27 07:47:10,467 - mmaction - INFO - Epoch [96][940/3757] lr: 6.970e-02, eta: 5 days, 21:24:38, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6023, loss_cls: 2.9290, loss: 2.9290, grad_norm: 2.4614 2020-07-27 07:47:26,306 - mmaction - INFO - Epoch [96][960/3757] lr: 6.970e-02, eta: 5 days, 21:24:19, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6156, loss_cls: 2.9079, loss: 2.9079, grad_norm: 2.5199 2020-07-27 07:47:42,163 - mmaction - INFO - Epoch [96][980/3757] lr: 6.970e-02, eta: 5 days, 21:24:00, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6203, loss_cls: 2.9316, loss: 2.9316, grad_norm: 2.4667 2020-07-27 07:47:57,938 - mmaction - INFO - Epoch [96][1000/3757] lr: 6.970e-02, eta: 5 days, 21:23:40, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6086, loss_cls: 2.9784, loss: 2.9784, grad_norm: 2.5487 2020-07-27 07:48:13,718 - mmaction - INFO - Epoch [96][1020/3757] lr: 6.970e-02, eta: 5 days, 21:23:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6070, loss_cls: 2.9985, loss: 2.9985, grad_norm: 2.5572 2020-07-27 07:48:29,546 - mmaction - INFO - Epoch [96][1040/3757] lr: 6.970e-02, eta: 5 days, 21:23:01, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6094, loss_cls: 2.9537, loss: 2.9537, grad_norm: 2.4814 2020-07-27 07:48:45,375 - mmaction - INFO - Epoch [96][1060/3757] lr: 6.970e-02, eta: 5 days, 21:22:42, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6242, loss_cls: 2.8777, loss: 2.8777, grad_norm: 2.5249 2020-07-27 07:49:01,193 - mmaction - INFO - Epoch [96][1080/3757] lr: 6.970e-02, eta: 5 days, 21:22:23, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5977, loss_cls: 3.0113, loss: 3.0113, grad_norm: 2.5657 2020-07-27 07:49:16,957 - mmaction - INFO - Epoch [96][1100/3757] lr: 6.970e-02, eta: 5 days, 21:22:03, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6164, loss_cls: 2.9065, loss: 2.9065, grad_norm: 2.5055 2020-07-27 07:49:32,795 - mmaction - INFO - Epoch [96][1120/3757] lr: 6.970e-02, eta: 5 days, 21:21:44, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6117, loss_cls: 2.9373, loss: 2.9373, grad_norm: 2.5262 2020-07-27 07:49:48,584 - mmaction - INFO - Epoch [96][1140/3757] lr: 6.970e-02, eta: 5 days, 21:21:25, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6062, loss_cls: 2.9835, loss: 2.9835, grad_norm: 2.4631 2020-07-27 07:50:04,432 - mmaction - INFO - Epoch [96][1160/3757] lr: 6.970e-02, eta: 5 days, 21:21:05, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3672, top5_acc: 0.5977, loss_cls: 2.8760, loss: 2.8760, grad_norm: 2.4904 2020-07-27 07:50:20,115 - mmaction - INFO - Epoch [96][1180/3757] lr: 6.970e-02, eta: 5 days, 21:20:46, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6055, loss_cls: 2.9404, loss: 2.9404, grad_norm: 2.5313 2020-07-27 07:50:35,937 - mmaction - INFO - Epoch [96][1200/3757] lr: 6.970e-02, eta: 5 days, 21:20:26, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6219, loss_cls: 2.9595, loss: 2.9595, grad_norm: 2.6118 2020-07-27 07:50:51,733 - mmaction - INFO - Epoch [96][1220/3757] lr: 6.970e-02, eta: 5 days, 21:20:07, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5914, loss_cls: 3.0029, loss: 3.0029, grad_norm: 2.4575 2020-07-27 07:51:07,710 - mmaction - INFO - Epoch [96][1240/3757] lr: 6.970e-02, eta: 5 days, 21:19:48, time: 0.798, data_time: 0.005, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6148, loss_cls: 2.8883, loss: 2.8883, grad_norm: 2.4389 2020-07-27 07:51:23,414 - mmaction - INFO - Epoch [96][1260/3757] lr: 6.970e-02, eta: 5 days, 21:19:28, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6109, loss_cls: 2.8772, loss: 2.8772, grad_norm: 2.4977 2020-07-27 07:51:39,285 - mmaction - INFO - Epoch [96][1280/3757] lr: 6.970e-02, eta: 5 days, 21:19:09, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6164, loss_cls: 2.9143, loss: 2.9143, grad_norm: 2.4794 2020-07-27 07:51:55,069 - mmaction - INFO - Epoch [96][1300/3757] lr: 6.970e-02, eta: 5 days, 21:18:50, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6164, loss_cls: 2.8407, loss: 2.8407, grad_norm: 2.4898 2020-07-27 07:52:10,905 - mmaction - INFO - Epoch [96][1320/3757] lr: 6.970e-02, eta: 5 days, 21:18:30, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6016, loss_cls: 2.9534, loss: 2.9534, grad_norm: 2.5970 2020-07-27 07:52:26,710 - mmaction - INFO - Epoch [96][1340/3757] lr: 6.970e-02, eta: 5 days, 21:18:11, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6203, loss_cls: 2.8367, loss: 2.8367, grad_norm: 2.5388 2020-07-27 07:52:42,549 - mmaction - INFO - Epoch [96][1360/3757] lr: 6.970e-02, eta: 5 days, 21:17:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6258, loss_cls: 2.8713, loss: 2.8713, grad_norm: 2.5267 2020-07-27 07:52:58,285 - mmaction - INFO - Epoch [96][1380/3757] lr: 6.970e-02, eta: 5 days, 21:17:32, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6195, loss_cls: 2.9020, loss: 2.9020, grad_norm: 2.5501 2020-07-27 07:53:14,083 - mmaction - INFO - Epoch [96][1400/3757] lr: 6.970e-02, eta: 5 days, 21:17:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6008, loss_cls: 2.9883, loss: 2.9883, grad_norm: 2.5057 2020-07-27 07:53:29,842 - mmaction - INFO - Epoch [96][1420/3757] lr: 6.970e-02, eta: 5 days, 21:16:53, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0117, loss: 3.0117, grad_norm: 2.5002 2020-07-27 07:53:45,561 - mmaction - INFO - Epoch [96][1440/3757] lr: 6.970e-02, eta: 5 days, 21:16:34, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6070, loss_cls: 2.9304, loss: 2.9304, grad_norm: 2.4664 2020-07-27 07:54:01,335 - mmaction - INFO - Epoch [96][1460/3757] lr: 6.970e-02, eta: 5 days, 21:16:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3805, top5_acc: 0.6234, loss_cls: 2.8741, loss: 2.8741, grad_norm: 2.4746 2020-07-27 07:54:17,162 - mmaction - INFO - Epoch [96][1480/3757] lr: 6.970e-02, eta: 5 days, 21:15:55, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 2.9640, loss: 2.9640, grad_norm: 2.5634 2020-07-27 07:54:33,177 - mmaction - INFO - Epoch [96][1500/3757] lr: 6.970e-02, eta: 5 days, 21:15:36, time: 0.801, data_time: 0.015, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6266, loss_cls: 2.8710, loss: 2.8710, grad_norm: 2.5310 2020-07-27 07:54:48,926 - mmaction - INFO - Epoch [96][1520/3757] lr: 6.970e-02, eta: 5 days, 21:15:17, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6141, loss_cls: 2.9225, loss: 2.9225, grad_norm: 2.4705 2020-07-27 07:55:04,753 - mmaction - INFO - Epoch [96][1540/3757] lr: 6.970e-02, eta: 5 days, 21:14:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3828, top5_acc: 0.6312, loss_cls: 2.8147, loss: 2.8147, grad_norm: 2.5150 2020-07-27 07:55:20,433 - mmaction - INFO - Epoch [96][1560/3757] lr: 6.970e-02, eta: 5 days, 21:14:38, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6352, loss_cls: 2.8417, loss: 2.8417, grad_norm: 2.6019 2020-07-27 07:55:36,206 - mmaction - INFO - Epoch [96][1580/3757] lr: 6.970e-02, eta: 5 days, 21:14:18, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6328, loss_cls: 2.8031, loss: 2.8031, grad_norm: 2.5940 2020-07-27 07:55:51,954 - mmaction - INFO - Epoch [96][1600/3757] lr: 6.970e-02, eta: 5 days, 21:13:59, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5953, loss_cls: 2.9997, loss: 2.9997, grad_norm: 2.5477 2020-07-27 07:56:07,741 - mmaction - INFO - Epoch [96][1620/3757] lr: 6.970e-02, eta: 5 days, 21:13:39, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5961, loss_cls: 3.0343, loss: 3.0343, grad_norm: 2.4889 2020-07-27 07:56:23,541 - mmaction - INFO - Epoch [96][1640/3757] lr: 6.970e-02, eta: 5 days, 21:13:20, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6125, loss_cls: 2.9284, loss: 2.9284, grad_norm: 2.5155 2020-07-27 07:56:39,288 - mmaction - INFO - Epoch [96][1660/3757] lr: 6.970e-02, eta: 5 days, 21:13:00, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6258, loss_cls: 2.8459, loss: 2.8459, grad_norm: 2.5356 2020-07-27 07:56:55,123 - mmaction - INFO - Epoch [96][1680/3757] lr: 6.970e-02, eta: 5 days, 21:12:41, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5891, loss_cls: 2.9707, loss: 2.9707, grad_norm: 2.5844 2020-07-27 07:57:10,833 - mmaction - INFO - Epoch [96][1700/3757] lr: 6.970e-02, eta: 5 days, 21:12:22, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6227, loss_cls: 2.9705, loss: 2.9705, grad_norm: 2.5633 2020-07-27 07:57:26,606 - mmaction - INFO - Epoch [96][1720/3757] lr: 6.970e-02, eta: 5 days, 21:12:02, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6141, loss_cls: 2.9648, loss: 2.9648, grad_norm: 2.5433 2020-07-27 07:57:42,390 - mmaction - INFO - Epoch [96][1740/3757] lr: 6.970e-02, eta: 5 days, 21:11:43, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6039, loss_cls: 3.0184, loss: 3.0184, grad_norm: 2.5326 2020-07-27 07:57:58,574 - mmaction - INFO - Epoch [96][1760/3757] lr: 6.970e-02, eta: 5 days, 21:11:24, time: 0.810, data_time: 0.019, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6047, loss_cls: 2.9642, loss: 2.9642, grad_norm: 2.4628 2020-07-27 07:58:14,349 - mmaction - INFO - Epoch [96][1780/3757] lr: 6.970e-02, eta: 5 days, 21:11:05, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6008, loss_cls: 2.9765, loss: 2.9765, grad_norm: 2.5292 2020-07-27 07:58:30,152 - mmaction - INFO - Epoch [96][1800/3757] lr: 6.970e-02, eta: 5 days, 21:10:46, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6148, loss_cls: 2.8800, loss: 2.8800, grad_norm: 2.5373 2020-07-27 07:58:45,974 - mmaction - INFO - Epoch [96][1820/3757] lr: 6.970e-02, eta: 5 days, 21:10:26, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.5977, loss_cls: 2.9518, loss: 2.9518, grad_norm: 2.5183 2020-07-27 07:59:01,733 - mmaction - INFO - Epoch [96][1840/3757] lr: 6.970e-02, eta: 5 days, 21:10:07, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6164, loss_cls: 2.8641, loss: 2.8641, grad_norm: 2.5280 2020-07-27 07:59:17,523 - mmaction - INFO - Epoch [96][1860/3757] lr: 6.970e-02, eta: 5 days, 21:09:47, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6039, loss_cls: 2.9896, loss: 2.9896, grad_norm: 2.5322 2020-07-27 07:59:33,548 - mmaction - INFO - Epoch [96][1880/3757] lr: 6.970e-02, eta: 5 days, 21:09:29, time: 0.803, data_time: 0.015, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5977, loss_cls: 3.0144, loss: 3.0144, grad_norm: 2.4371 2020-07-27 07:59:49,334 - mmaction - INFO - Epoch [96][1900/3757] lr: 6.970e-02, eta: 5 days, 21:09:09, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3812, top5_acc: 0.6266, loss_cls: 2.8324, loss: 2.8324, grad_norm: 2.4565 2020-07-27 08:00:10,471 - mmaction - INFO - Epoch [96][1920/3757] lr: 6.970e-02, eta: 5 days, 21:09:02, time: 1.055, data_time: 0.005, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6094, loss_cls: 2.9218, loss: 2.9218, grad_norm: 2.4757 2020-07-27 08:00:26,342 - mmaction - INFO - Epoch [96][1940/3757] lr: 6.970e-02, eta: 5 days, 21:08:43, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3797, top5_acc: 0.6219, loss_cls: 2.8157, loss: 2.8157, grad_norm: 2.4801 2020-07-27 08:00:42,091 - mmaction - INFO - Epoch [96][1960/3757] lr: 6.970e-02, eta: 5 days, 21:08:24, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6055, loss_cls: 2.9417, loss: 2.9417, grad_norm: 2.5918 2020-07-27 08:00:57,885 - mmaction - INFO - Epoch [96][1980/3757] lr: 6.970e-02, eta: 5 days, 21:08:04, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6000, loss_cls: 3.0175, loss: 3.0175, grad_norm: 2.5858 2020-07-27 08:01:13,683 - mmaction - INFO - Epoch [96][2000/3757] lr: 6.970e-02, eta: 5 days, 21:07:45, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6273, loss_cls: 2.8529, loss: 2.8529, grad_norm: 2.4903 2020-07-27 08:01:29,463 - mmaction - INFO - Epoch [96][2020/3757] lr: 6.970e-02, eta: 5 days, 21:07:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6070, loss_cls: 2.8807, loss: 2.8807, grad_norm: 2.5307 2020-07-27 08:01:45,177 - mmaction - INFO - Epoch [96][2040/3757] lr: 6.970e-02, eta: 5 days, 21:07:06, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6148, loss_cls: 2.8968, loss: 2.8968, grad_norm: 2.5122 2020-07-27 08:02:00,972 - mmaction - INFO - Epoch [96][2060/3757] lr: 6.970e-02, eta: 5 days, 21:06:47, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6133, loss_cls: 2.9345, loss: 2.9345, grad_norm: 2.6132 2020-07-27 08:02:16,799 - mmaction - INFO - Epoch [96][2080/3757] lr: 6.970e-02, eta: 5 days, 21:06:27, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5906, loss_cls: 3.0137, loss: 3.0137, grad_norm: 2.4469 2020-07-27 08:02:32,566 - mmaction - INFO - Epoch [96][2100/3757] lr: 6.970e-02, eta: 5 days, 21:06:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6117, loss_cls: 2.9696, loss: 2.9696, grad_norm: 2.4383 2020-07-27 08:02:48,280 - mmaction - INFO - Epoch [96][2120/3757] lr: 6.970e-02, eta: 5 days, 21:05:48, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6188, loss_cls: 2.9141, loss: 2.9141, grad_norm: 2.4934 2020-07-27 08:03:04,222 - mmaction - INFO - Epoch [96][2140/3757] lr: 6.970e-02, eta: 5 days, 21:05:29, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6125, loss_cls: 2.9267, loss: 2.9267, grad_norm: 2.5323 2020-07-27 08:03:20,056 - mmaction - INFO - Epoch [96][2160/3757] lr: 6.970e-02, eta: 5 days, 21:05:10, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6234, loss_cls: 2.9040, loss: 2.9040, grad_norm: 2.5211 2020-07-27 08:03:35,880 - mmaction - INFO - Epoch [96][2180/3757] lr: 6.970e-02, eta: 5 days, 21:04:51, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6148, loss_cls: 2.8985, loss: 2.8985, grad_norm: 2.5043 2020-07-27 08:03:51,629 - mmaction - INFO - Epoch [96][2200/3757] lr: 6.970e-02, eta: 5 days, 21:04:31, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6266, loss_cls: 2.8628, loss: 2.8628, grad_norm: 2.5503 2020-07-27 08:04:07,654 - mmaction - INFO - Epoch [96][2220/3757] lr: 6.970e-02, eta: 5 days, 21:04:13, time: 0.802, data_time: 0.010, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5938, loss_cls: 2.9669, loss: 2.9669, grad_norm: 2.5601 2020-07-27 08:04:23,426 - mmaction - INFO - Epoch [96][2240/3757] lr: 6.970e-02, eta: 5 days, 21:03:53, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6094, loss_cls: 2.9185, loss: 2.9185, grad_norm: 2.5339 2020-07-27 08:04:39,234 - mmaction - INFO - Epoch [96][2260/3757] lr: 6.970e-02, eta: 5 days, 21:03:34, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6219, loss_cls: 2.8600, loss: 2.8600, grad_norm: 2.5906 2020-07-27 08:04:54,968 - mmaction - INFO - Epoch [96][2280/3757] lr: 6.970e-02, eta: 5 days, 21:03:14, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6250, loss_cls: 2.8529, loss: 2.8529, grad_norm: 2.5447 2020-07-27 08:05:10,738 - mmaction - INFO - Epoch [96][2300/3757] lr: 6.970e-02, eta: 5 days, 21:02:55, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6180, loss_cls: 2.8781, loss: 2.8781, grad_norm: 2.5377 2020-07-27 08:05:26,550 - mmaction - INFO - Epoch [96][2320/3757] lr: 6.970e-02, eta: 5 days, 21:02:36, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6195, loss_cls: 2.8996, loss: 2.8996, grad_norm: 2.5497 2020-07-27 08:05:42,317 - mmaction - INFO - Epoch [96][2340/3757] lr: 6.970e-02, eta: 5 days, 21:02:16, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5961, loss_cls: 2.9879, loss: 2.9879, grad_norm: 2.5221 2020-07-27 08:05:58,078 - mmaction - INFO - Epoch [96][2360/3757] lr: 6.970e-02, eta: 5 days, 21:01:57, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6148, loss_cls: 2.9012, loss: 2.9012, grad_norm: 2.5568 2020-07-27 08:06:13,831 - mmaction - INFO - Epoch [96][2380/3757] lr: 6.970e-02, eta: 5 days, 21:01:37, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5945, loss_cls: 3.0284, loss: 3.0284, grad_norm: 2.5074 2020-07-27 08:06:29,612 - mmaction - INFO - Epoch [96][2400/3757] lr: 6.970e-02, eta: 5 days, 21:01:18, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6023, loss_cls: 3.0002, loss: 3.0002, grad_norm: 2.5309 2020-07-27 08:06:45,450 - mmaction - INFO - Epoch [96][2420/3757] lr: 6.970e-02, eta: 5 days, 21:00:58, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6062, loss_cls: 3.0872, loss: 3.0872, grad_norm: 2.4578 2020-07-27 08:07:01,217 - mmaction - INFO - Epoch [96][2440/3757] lr: 6.970e-02, eta: 5 days, 21:00:39, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6195, loss_cls: 2.9369, loss: 2.9369, grad_norm: 2.4939 2020-07-27 08:07:17,009 - mmaction - INFO - Epoch [96][2460/3757] lr: 6.970e-02, eta: 5 days, 21:00:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6023, loss_cls: 2.9487, loss: 2.9487, grad_norm: 2.5027 2020-07-27 08:07:32,907 - mmaction - INFO - Epoch [96][2480/3757] lr: 6.970e-02, eta: 5 days, 21:00:01, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5891, loss_cls: 3.0202, loss: 3.0202, grad_norm: 2.5225 2020-07-27 08:07:48,667 - mmaction - INFO - Epoch [96][2500/3757] lr: 6.970e-02, eta: 5 days, 20:59:41, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6102, loss_cls: 2.9060, loss: 2.9060, grad_norm: 2.4099 2020-07-27 08:08:04,620 - mmaction - INFO - Epoch [96][2520/3757] lr: 6.970e-02, eta: 5 days, 20:59:22, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6227, loss_cls: 2.8769, loss: 2.8769, grad_norm: 2.4991 2020-07-27 08:08:20,364 - mmaction - INFO - Epoch [96][2540/3757] lr: 6.970e-02, eta: 5 days, 20:59:03, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6109, loss_cls: 2.9156, loss: 2.9156, grad_norm: 2.5730 2020-07-27 08:08:36,410 - mmaction - INFO - Epoch [96][2560/3757] lr: 6.970e-02, eta: 5 days, 20:58:44, time: 0.801, data_time: 0.013, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5852, loss_cls: 2.9678, loss: 2.9678, grad_norm: 2.6444 2020-07-27 08:08:52,177 - mmaction - INFO - Epoch [96][2580/3757] lr: 6.970e-02, eta: 5 days, 20:58:25, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3805, top5_acc: 0.6172, loss_cls: 2.9260, loss: 2.9260, grad_norm: 2.5586 2020-07-27 08:09:07,979 - mmaction - INFO - Epoch [96][2600/3757] lr: 6.970e-02, eta: 5 days, 20:58:05, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5656, loss_cls: 3.0236, loss: 3.0236, grad_norm: 2.3874 2020-07-27 08:09:23,737 - mmaction - INFO - Epoch [96][2620/3757] lr: 6.970e-02, eta: 5 days, 20:57:46, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5938, loss_cls: 2.9656, loss: 2.9656, grad_norm: 2.5249 2020-07-27 08:09:39,566 - mmaction - INFO - Epoch [96][2640/3757] lr: 6.970e-02, eta: 5 days, 20:57:26, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5914, loss_cls: 3.0672, loss: 3.0672, grad_norm: 2.5861 2020-07-27 08:09:55,247 - mmaction - INFO - Epoch [96][2660/3757] lr: 6.970e-02, eta: 5 days, 20:57:07, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5984, loss_cls: 2.9793, loss: 2.9793, grad_norm: 2.4682 2020-07-27 08:10:11,320 - mmaction - INFO - Epoch [96][2680/3757] lr: 6.970e-02, eta: 5 days, 20:56:48, time: 0.804, data_time: 0.016, memory: 6196, top1_acc: 0.3805, top5_acc: 0.6336, loss_cls: 2.8311, loss: 2.8311, grad_norm: 2.4630 2020-07-27 08:10:27,098 - mmaction - INFO - Epoch [96][2700/3757] lr: 6.970e-02, eta: 5 days, 20:56:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5914, loss_cls: 2.9691, loss: 2.9691, grad_norm: 2.5078 2020-07-27 08:10:42,845 - mmaction - INFO - Epoch [96][2720/3757] lr: 6.970e-02, eta: 5 days, 20:56:09, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6109, loss_cls: 2.8722, loss: 2.8722, grad_norm: 2.5402 2020-07-27 08:10:58,589 - mmaction - INFO - Epoch [96][2740/3757] lr: 6.970e-02, eta: 5 days, 20:55:50, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5945, loss_cls: 2.9466, loss: 2.9466, grad_norm: 2.5055 2020-07-27 08:11:14,327 - mmaction - INFO - Epoch [96][2760/3757] lr: 6.970e-02, eta: 5 days, 20:55:30, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6047, loss_cls: 2.9416, loss: 2.9416, grad_norm: 2.5802 2020-07-27 08:11:30,120 - mmaction - INFO - Epoch [96][2780/3757] lr: 6.970e-02, eta: 5 days, 20:55:11, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5859, loss_cls: 2.9961, loss: 2.9961, grad_norm: 2.5319 2020-07-27 08:11:45,976 - mmaction - INFO - Epoch [96][2800/3757] lr: 6.970e-02, eta: 5 days, 20:54:52, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5992, loss_cls: 2.9820, loss: 2.9820, grad_norm: 2.5113 2020-07-27 08:12:01,836 - mmaction - INFO - Epoch [96][2820/3757] lr: 6.970e-02, eta: 5 days, 20:54:33, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3930, top5_acc: 0.6227, loss_cls: 2.8457, loss: 2.8457, grad_norm: 2.5158 2020-07-27 08:12:17,670 - mmaction - INFO - Epoch [96][2840/3757] lr: 6.970e-02, eta: 5 days, 20:54:13, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5969, loss_cls: 3.0182, loss: 3.0182, grad_norm: 2.5110 2020-07-27 08:12:33,467 - mmaction - INFO - Epoch [96][2860/3757] lr: 6.970e-02, eta: 5 days, 20:53:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6203, loss_cls: 2.9033, loss: 2.9033, grad_norm: 2.4872 2020-07-27 08:12:49,343 - mmaction - INFO - Epoch [96][2880/3757] lr: 6.970e-02, eta: 5 days, 20:53:35, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3164, top5_acc: 0.5953, loss_cls: 3.0455, loss: 3.0455, grad_norm: 2.5707 2020-07-27 08:13:05,111 - mmaction - INFO - Epoch [96][2900/3757] lr: 6.970e-02, eta: 5 days, 20:53:15, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5977, loss_cls: 2.9671, loss: 2.9671, grad_norm: 2.4625 2020-07-27 08:13:20,926 - mmaction - INFO - Epoch [96][2920/3757] lr: 6.970e-02, eta: 5 days, 20:52:56, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6000, loss_cls: 3.0049, loss: 3.0049, grad_norm: 2.5553 2020-07-27 08:13:36,764 - mmaction - INFO - Epoch [96][2940/3757] lr: 6.970e-02, eta: 5 days, 20:52:37, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6336, loss_cls: 2.8325, loss: 2.8325, grad_norm: 2.5211 2020-07-27 08:13:52,553 - mmaction - INFO - Epoch [96][2960/3757] lr: 6.970e-02, eta: 5 days, 20:52:17, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5953, loss_cls: 3.0588, loss: 3.0588, grad_norm: 2.5548 2020-07-27 08:14:08,305 - mmaction - INFO - Epoch [96][2980/3757] lr: 6.970e-02, eta: 5 days, 20:51:58, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6461, loss_cls: 2.8261, loss: 2.8261, grad_norm: 2.4611 2020-07-27 08:14:24,110 - mmaction - INFO - Epoch [96][3000/3757] lr: 6.970e-02, eta: 5 days, 20:51:39, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3203, top5_acc: 0.5859, loss_cls: 3.0228, loss: 3.0228, grad_norm: 2.5558 2020-07-27 08:14:39,917 - mmaction - INFO - Epoch [96][3020/3757] lr: 6.970e-02, eta: 5 days, 20:51:19, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6086, loss_cls: 2.9048, loss: 2.9048, grad_norm: 2.6150 2020-07-27 08:14:55,851 - mmaction - INFO - Epoch [96][3040/3757] lr: 6.970e-02, eta: 5 days, 20:51:00, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5953, loss_cls: 2.9383, loss: 2.9383, grad_norm: 2.5589 2020-07-27 08:15:11,631 - mmaction - INFO - Epoch [96][3060/3757] lr: 6.970e-02, eta: 5 days, 20:50:41, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6078, loss_cls: 2.9667, loss: 2.9667, grad_norm: 2.4952 2020-07-27 08:15:27,431 - mmaction - INFO - Epoch [96][3080/3757] lr: 6.970e-02, eta: 5 days, 20:50:22, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6008, loss_cls: 2.9328, loss: 2.9328, grad_norm: 2.4784 2020-07-27 08:15:43,309 - mmaction - INFO - Epoch [96][3100/3757] lr: 6.970e-02, eta: 5 days, 20:50:03, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5961, loss_cls: 2.9666, loss: 2.9666, grad_norm: 2.4575 2020-07-27 08:15:59,028 - mmaction - INFO - Epoch [96][3120/3757] lr: 6.970e-02, eta: 5 days, 20:49:43, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6086, loss_cls: 2.9200, loss: 2.9200, grad_norm: 2.4550 2020-07-27 08:16:14,870 - mmaction - INFO - Epoch [96][3140/3757] lr: 6.970e-02, eta: 5 days, 20:49:24, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6000, loss_cls: 2.9988, loss: 2.9988, grad_norm: 2.5126 2020-07-27 08:16:30,643 - mmaction - INFO - Epoch [96][3160/3757] lr: 6.970e-02, eta: 5 days, 20:49:04, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3602, top5_acc: 0.5883, loss_cls: 2.9615, loss: 2.9615, grad_norm: 2.5462 2020-07-27 08:16:46,432 - mmaction - INFO - Epoch [96][3180/3757] lr: 6.970e-02, eta: 5 days, 20:48:45, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6188, loss_cls: 2.9084, loss: 2.9084, grad_norm: 2.5644 2020-07-27 08:17:02,258 - mmaction - INFO - Epoch [96][3200/3757] lr: 6.970e-02, eta: 5 days, 20:48:26, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6289, loss_cls: 2.8608, loss: 2.8608, grad_norm: 2.5474 2020-07-27 08:17:18,156 - mmaction - INFO - Epoch [96][3220/3757] lr: 6.970e-02, eta: 5 days, 20:48:07, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5930, loss_cls: 3.0332, loss: 3.0332, grad_norm: 2.5452 2020-07-27 08:17:33,903 - mmaction - INFO - Epoch [96][3240/3757] lr: 6.970e-02, eta: 5 days, 20:47:47, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5953, loss_cls: 2.9601, loss: 2.9601, grad_norm: 2.5468 2020-07-27 08:17:49,694 - mmaction - INFO - Epoch [96][3260/3757] lr: 6.970e-02, eta: 5 days, 20:47:28, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6055, loss_cls: 2.9106, loss: 2.9106, grad_norm: 2.4915 2020-07-27 08:18:05,502 - mmaction - INFO - Epoch [96][3280/3757] lr: 6.970e-02, eta: 5 days, 20:47:09, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6070, loss_cls: 2.9789, loss: 2.9789, grad_norm: 2.5532 2020-07-27 08:18:21,347 - mmaction - INFO - Epoch [96][3300/3757] lr: 6.970e-02, eta: 5 days, 20:46:49, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6102, loss_cls: 2.9552, loss: 2.9552, grad_norm: 2.5531 2020-07-27 08:18:37,141 - mmaction - INFO - Epoch [96][3320/3757] lr: 6.970e-02, eta: 5 days, 20:46:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6102, loss_cls: 2.8858, loss: 2.8858, grad_norm: 2.4704 2020-07-27 08:18:52,887 - mmaction - INFO - Epoch [96][3340/3757] lr: 6.970e-02, eta: 5 days, 20:46:11, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5914, loss_cls: 2.8966, loss: 2.8966, grad_norm: 2.5442 2020-07-27 08:19:08,673 - mmaction - INFO - Epoch [96][3360/3757] lr: 6.970e-02, eta: 5 days, 20:45:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.5992, loss_cls: 2.9778, loss: 2.9778, grad_norm: 2.5803 2020-07-27 08:19:24,496 - mmaction - INFO - Epoch [96][3380/3757] lr: 6.970e-02, eta: 5 days, 20:45:32, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 3.0089, loss: 3.0089, grad_norm: 2.5662 2020-07-27 08:19:40,319 - mmaction - INFO - Epoch [96][3400/3757] lr: 6.970e-02, eta: 5 days, 20:45:13, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6125, loss_cls: 2.9484, loss: 2.9484, grad_norm: 2.5621 2020-07-27 08:19:56,060 - mmaction - INFO - Epoch [96][3420/3757] lr: 6.970e-02, eta: 5 days, 20:44:53, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5859, loss_cls: 3.0268, loss: 3.0268, grad_norm: 2.5269 2020-07-27 08:20:11,922 - mmaction - INFO - Epoch [96][3440/3757] lr: 6.970e-02, eta: 5 days, 20:44:34, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5992, loss_cls: 3.0194, loss: 3.0194, grad_norm: 2.5354 2020-07-27 08:20:27,716 - mmaction - INFO - Epoch [96][3460/3757] lr: 6.970e-02, eta: 5 days, 20:44:15, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6039, loss_cls: 2.9286, loss: 2.9286, grad_norm: 2.4644 2020-07-27 08:20:43,464 - mmaction - INFO - Epoch [96][3480/3757] lr: 6.970e-02, eta: 5 days, 20:43:55, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6219, loss_cls: 2.8444, loss: 2.8444, grad_norm: 2.4722 2020-07-27 08:20:59,292 - mmaction - INFO - Epoch [96][3500/3757] lr: 6.970e-02, eta: 5 days, 20:43:36, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6070, loss_cls: 2.9206, loss: 2.9206, grad_norm: 2.5076 2020-07-27 08:21:15,190 - mmaction - INFO - Epoch [96][3520/3757] lr: 6.970e-02, eta: 5 days, 20:43:17, time: 0.794, data_time: 0.011, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6117, loss_cls: 2.9052, loss: 2.9052, grad_norm: 2.5228 2020-07-27 08:21:30,939 - mmaction - INFO - Epoch [96][3540/3757] lr: 6.970e-02, eta: 5 days, 20:42:57, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6133, loss_cls: 2.9849, loss: 2.9849, grad_norm: 2.5598 2020-07-27 08:21:46,766 - mmaction - INFO - Epoch [96][3560/3757] lr: 6.970e-02, eta: 5 days, 20:42:38, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6219, loss_cls: 2.8861, loss: 2.8861, grad_norm: 2.5634 2020-07-27 08:22:02,556 - mmaction - INFO - Epoch [96][3580/3757] lr: 6.970e-02, eta: 5 days, 20:42:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 2.9900, loss: 2.9900, grad_norm: 2.5312 2020-07-27 08:22:18,302 - mmaction - INFO - Epoch [96][3600/3757] lr: 6.970e-02, eta: 5 days, 20:41:59, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5992, loss_cls: 2.9862, loss: 2.9862, grad_norm: 2.5729 2020-07-27 08:22:34,048 - mmaction - INFO - Epoch [96][3620/3757] lr: 6.970e-02, eta: 5 days, 20:41:40, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3844, top5_acc: 0.6203, loss_cls: 2.8794, loss: 2.8794, grad_norm: 2.5429 2020-07-27 08:22:49,804 - mmaction - INFO - Epoch [96][3640/3757] lr: 6.970e-02, eta: 5 days, 20:41:21, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.5852, loss_cls: 2.9897, loss: 2.9897, grad_norm: 2.4796 2020-07-27 08:23:05,625 - mmaction - INFO - Epoch [96][3660/3757] lr: 6.970e-02, eta: 5 days, 20:41:01, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5867, loss_cls: 3.0596, loss: 3.0596, grad_norm: 2.5555 2020-07-27 08:23:21,369 - mmaction - INFO - Epoch [96][3680/3757] lr: 6.970e-02, eta: 5 days, 20:40:42, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 2.9860, loss: 2.9860, grad_norm: 2.5273 2020-07-27 08:23:37,195 - mmaction - INFO - Epoch [96][3700/3757] lr: 6.970e-02, eta: 5 days, 20:40:23, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5938, loss_cls: 3.0123, loss: 3.0123, grad_norm: 2.5328 2020-07-27 08:23:52,942 - mmaction - INFO - Epoch [96][3720/3757] lr: 6.970e-02, eta: 5 days, 20:40:03, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6188, loss_cls: 2.9664, loss: 2.9664, grad_norm: 2.5751 2020-07-27 08:24:08,753 - mmaction - INFO - Epoch [96][3740/3757] lr: 6.970e-02, eta: 5 days, 20:39:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6273, loss_cls: 2.8911, loss: 2.8911, grad_norm: 2.5234 2020-07-27 08:24:31,806 - mmaction - INFO - Saving checkpoint at 96 epochs 2020-07-27 08:28:03,925 - mmaction - INFO - Epoch [97][20/3757] lr: 6.913e-02, eta: 5 days, 20:46:13, time: 10.493, data_time: 9.600, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6109, loss_cls: 2.9614, loss: 2.9614, grad_norm: 2.6497 2020-07-27 08:28:19,666 - mmaction - INFO - Epoch [97][40/3757] lr: 6.913e-02, eta: 5 days, 20:45:54, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6250, loss_cls: 2.9015, loss: 2.9015, grad_norm: 2.5538 2020-07-27 08:28:35,436 - mmaction - INFO - Epoch [97][60/3757] lr: 6.913e-02, eta: 5 days, 20:45:34, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6258, loss_cls: 2.8760, loss: 2.8760, grad_norm: 2.5029 2020-07-27 08:28:51,302 - mmaction - INFO - Epoch [97][80/3757] lr: 6.913e-02, eta: 5 days, 20:45:15, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3797, top5_acc: 0.6227, loss_cls: 2.8282, loss: 2.8282, grad_norm: 2.5111 2020-07-27 08:29:07,127 - mmaction - INFO - Epoch [97][100/3757] lr: 6.913e-02, eta: 5 days, 20:44:56, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6266, loss_cls: 2.8747, loss: 2.8747, grad_norm: 2.5490 2020-07-27 08:29:22,955 - mmaction - INFO - Epoch [97][120/3757] lr: 6.913e-02, eta: 5 days, 20:44:36, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6141, loss_cls: 2.8872, loss: 2.8872, grad_norm: 2.5210 2020-07-27 08:29:38,765 - mmaction - INFO - Epoch [97][140/3757] lr: 6.913e-02, eta: 5 days, 20:44:17, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.5914, loss_cls: 2.9906, loss: 2.9906, grad_norm: 2.4467 2020-07-27 08:29:54,571 - mmaction - INFO - Epoch [97][160/3757] lr: 6.913e-02, eta: 5 days, 20:43:58, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6086, loss_cls: 2.9672, loss: 2.9672, grad_norm: 2.4744 2020-07-27 08:30:10,419 - mmaction - INFO - Epoch [97][180/3757] lr: 6.913e-02, eta: 5 days, 20:43:38, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3844, top5_acc: 0.6195, loss_cls: 2.8560, loss: 2.8560, grad_norm: 2.5838 2020-07-27 08:30:26,235 - mmaction - INFO - Epoch [97][200/3757] lr: 6.913e-02, eta: 5 days, 20:43:19, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6094, loss_cls: 2.8805, loss: 2.8805, grad_norm: 2.5080 2020-07-27 08:30:42,117 - mmaction - INFO - Epoch [97][220/3757] lr: 6.913e-02, eta: 5 days, 20:43:00, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6188, loss_cls: 2.8829, loss: 2.8829, grad_norm: 2.4796 2020-07-27 08:30:58,028 - mmaction - INFO - Epoch [97][240/3757] lr: 6.913e-02, eta: 5 days, 20:42:41, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6047, loss_cls: 2.8787, loss: 2.8787, grad_norm: 2.4843 2020-07-27 08:31:13,776 - mmaction - INFO - Epoch [97][260/3757] lr: 6.913e-02, eta: 5 days, 20:42:21, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6008, loss_cls: 2.9453, loss: 2.9453, grad_norm: 2.5332 2020-07-27 08:31:29,592 - mmaction - INFO - Epoch [97][280/3757] lr: 6.913e-02, eta: 5 days, 20:42:02, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6305, loss_cls: 2.8517, loss: 2.8517, grad_norm: 2.5684 2020-07-27 08:31:45,396 - mmaction - INFO - Epoch [97][300/3757] lr: 6.913e-02, eta: 5 days, 20:41:43, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6023, loss_cls: 2.9748, loss: 2.9748, grad_norm: 2.5314 2020-07-27 08:32:01,224 - mmaction - INFO - Epoch [97][320/3757] lr: 6.913e-02, eta: 5 days, 20:41:23, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5727, loss_cls: 3.0849, loss: 3.0849, grad_norm: 2.4933 2020-07-27 08:32:16,980 - mmaction - INFO - Epoch [97][340/3757] lr: 6.913e-02, eta: 5 days, 20:41:04, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6359, loss_cls: 2.8360, loss: 2.8360, grad_norm: 2.4974 2020-07-27 08:32:32,836 - mmaction - INFO - Epoch [97][360/3757] lr: 6.913e-02, eta: 5 days, 20:40:45, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6125, loss_cls: 2.9504, loss: 2.9504, grad_norm: 2.5146 2020-07-27 08:32:48,671 - mmaction - INFO - Epoch [97][380/3757] lr: 6.913e-02, eta: 5 days, 20:40:25, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6031, loss_cls: 2.9825, loss: 2.9825, grad_norm: 2.5415 2020-07-27 08:33:04,544 - mmaction - INFO - Epoch [97][400/3757] lr: 6.913e-02, eta: 5 days, 20:40:06, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6258, loss_cls: 2.7974, loss: 2.7974, grad_norm: 2.4835 2020-07-27 08:33:20,282 - mmaction - INFO - Epoch [97][420/3757] lr: 6.913e-02, eta: 5 days, 20:39:47, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6055, loss_cls: 2.9616, loss: 2.9616, grad_norm: 2.5457 2020-07-27 08:33:36,021 - mmaction - INFO - Epoch [97][440/3757] lr: 6.913e-02, eta: 5 days, 20:39:27, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5953, loss_cls: 2.9826, loss: 2.9826, grad_norm: 2.5520 2020-07-27 08:33:51,785 - mmaction - INFO - Epoch [97][460/3757] lr: 6.913e-02, eta: 5 days, 20:39:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6086, loss_cls: 2.9628, loss: 2.9628, grad_norm: 2.5065 2020-07-27 08:34:07,576 - mmaction - INFO - Epoch [97][480/3757] lr: 6.913e-02, eta: 5 days, 20:38:48, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6023, loss_cls: 2.9370, loss: 2.9370, grad_norm: 2.5064 2020-07-27 08:34:23,304 - mmaction - INFO - Epoch [97][500/3757] lr: 6.913e-02, eta: 5 days, 20:38:29, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6133, loss_cls: 2.9373, loss: 2.9373, grad_norm: 2.5622 2020-07-27 08:34:39,078 - mmaction - INFO - Epoch [97][520/3757] lr: 6.913e-02, eta: 5 days, 20:38:10, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 2.9832, loss: 2.9832, grad_norm: 2.5481 2020-07-27 08:34:54,947 - mmaction - INFO - Epoch [97][540/3757] lr: 6.913e-02, eta: 5 days, 20:37:50, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6336, loss_cls: 2.8031, loss: 2.8031, grad_norm: 2.5665 2020-07-27 08:35:10,754 - mmaction - INFO - Epoch [97][560/3757] lr: 6.913e-02, eta: 5 days, 20:37:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6023, loss_cls: 2.9977, loss: 2.9977, grad_norm: 2.5652 2020-07-27 08:35:26,484 - mmaction - INFO - Epoch [97][580/3757] lr: 6.913e-02, eta: 5 days, 20:37:12, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6102, loss_cls: 2.9976, loss: 2.9976, grad_norm: 2.5065 2020-07-27 08:35:42,158 - mmaction - INFO - Epoch [97][600/3757] lr: 6.913e-02, eta: 5 days, 20:36:52, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 2.9758, loss: 2.9758, grad_norm: 2.5406 2020-07-27 08:35:57,904 - mmaction - INFO - Epoch [97][620/3757] lr: 6.913e-02, eta: 5 days, 20:36:32, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6242, loss_cls: 2.8318, loss: 2.8318, grad_norm: 2.5249 2020-07-27 08:36:13,621 - mmaction - INFO - Epoch [97][640/3757] lr: 6.913e-02, eta: 5 days, 20:36:13, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6008, loss_cls: 2.9588, loss: 2.9588, grad_norm: 2.5396 2020-07-27 08:36:29,449 - mmaction - INFO - Epoch [97][660/3757] lr: 6.913e-02, eta: 5 days, 20:35:54, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6172, loss_cls: 2.8828, loss: 2.8828, grad_norm: 2.5340 2020-07-27 08:36:45,282 - mmaction - INFO - Epoch [97][680/3757] lr: 6.913e-02, eta: 5 days, 20:35:34, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6062, loss_cls: 2.8929, loss: 2.8929, grad_norm: 2.5679 2020-07-27 08:37:01,077 - mmaction - INFO - Epoch [97][700/3757] lr: 6.913e-02, eta: 5 days, 20:35:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6070, loss_cls: 2.9230, loss: 2.9230, grad_norm: 2.5929 2020-07-27 08:37:16,853 - mmaction - INFO - Epoch [97][720/3757] lr: 6.913e-02, eta: 5 days, 20:34:56, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6102, loss_cls: 2.9017, loss: 2.9017, grad_norm: 2.5109 2020-07-27 08:37:32,612 - mmaction - INFO - Epoch [97][740/3757] lr: 6.913e-02, eta: 5 days, 20:34:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5898, loss_cls: 2.9524, loss: 2.9524, grad_norm: 2.5507 2020-07-27 08:37:48,429 - mmaction - INFO - Epoch [97][760/3757] lr: 6.913e-02, eta: 5 days, 20:34:17, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3250, top5_acc: 0.6039, loss_cls: 3.0235, loss: 3.0235, grad_norm: 2.5819 2020-07-27 08:38:04,184 - mmaction - INFO - Epoch [97][780/3757] lr: 6.913e-02, eta: 5 days, 20:33:57, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6336, loss_cls: 2.8506, loss: 2.8506, grad_norm: 2.4395 2020-07-27 08:38:19,965 - mmaction - INFO - Epoch [97][800/3757] lr: 6.913e-02, eta: 5 days, 20:33:38, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6172, loss_cls: 2.9268, loss: 2.9268, grad_norm: 2.5241 2020-07-27 08:38:35,762 - mmaction - INFO - Epoch [97][820/3757] lr: 6.913e-02, eta: 5 days, 20:33:19, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6234, loss_cls: 2.9111, loss: 2.9111, grad_norm: 2.5481 2020-07-27 08:38:51,539 - mmaction - INFO - Epoch [97][840/3757] lr: 6.913e-02, eta: 5 days, 20:32:59, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6250, loss_cls: 2.8780, loss: 2.8780, grad_norm: 2.5069 2020-07-27 08:39:07,372 - mmaction - INFO - Epoch [97][860/3757] lr: 6.913e-02, eta: 5 days, 20:32:40, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6305, loss_cls: 2.7969, loss: 2.7969, grad_norm: 2.5626 2020-07-27 08:39:23,229 - mmaction - INFO - Epoch [97][880/3757] lr: 6.913e-02, eta: 5 days, 20:32:21, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6234, loss_cls: 2.9083, loss: 2.9083, grad_norm: 2.6052 2020-07-27 08:39:39,025 - mmaction - INFO - Epoch [97][900/3757] lr: 6.913e-02, eta: 5 days, 20:32:02, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6078, loss_cls: 2.8855, loss: 2.8855, grad_norm: 2.5139 2020-07-27 08:39:54,867 - mmaction - INFO - Epoch [97][920/3757] lr: 6.913e-02, eta: 5 days, 20:31:42, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5984, loss_cls: 2.9559, loss: 2.9559, grad_norm: 2.5912 2020-07-27 08:40:10,638 - mmaction - INFO - Epoch [97][940/3757] lr: 6.913e-02, eta: 5 days, 20:31:23, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.5992, loss_cls: 3.0109, loss: 3.0109, grad_norm: 2.5068 2020-07-27 08:40:26,387 - mmaction - INFO - Epoch [97][960/3757] lr: 6.913e-02, eta: 5 days, 20:31:03, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6148, loss_cls: 2.8840, loss: 2.8840, grad_norm: 2.5024 2020-07-27 08:40:42,187 - mmaction - INFO - Epoch [97][980/3757] lr: 6.913e-02, eta: 5 days, 20:30:44, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6234, loss_cls: 2.8713, loss: 2.8713, grad_norm: 2.4736 2020-07-27 08:40:57,938 - mmaction - INFO - Epoch [97][1000/3757] lr: 6.913e-02, eta: 5 days, 20:30:25, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6102, loss_cls: 2.8842, loss: 2.8842, grad_norm: 2.5848 2020-07-27 08:41:13,754 - mmaction - INFO - Epoch [97][1020/3757] lr: 6.913e-02, eta: 5 days, 20:30:05, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6258, loss_cls: 2.8838, loss: 2.8838, grad_norm: 2.5739 2020-07-27 08:41:29,589 - mmaction - INFO - Epoch [97][1040/3757] lr: 6.913e-02, eta: 5 days, 20:29:46, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8747, loss: 2.8747, grad_norm: 2.5524 2020-07-27 08:41:45,386 - mmaction - INFO - Epoch [97][1060/3757] lr: 6.913e-02, eta: 5 days, 20:29:27, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 3.0347, loss: 3.0347, grad_norm: 2.6110 2020-07-27 08:42:01,279 - mmaction - INFO - Epoch [97][1080/3757] lr: 6.913e-02, eta: 5 days, 20:29:08, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6234, loss_cls: 2.8755, loss: 2.8755, grad_norm: 2.5027 2020-07-27 08:42:17,046 - mmaction - INFO - Epoch [97][1100/3757] lr: 6.913e-02, eta: 5 days, 20:28:48, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5930, loss_cls: 3.0164, loss: 3.0164, grad_norm: 2.4986 2020-07-27 08:42:32,835 - mmaction - INFO - Epoch [97][1120/3757] lr: 6.913e-02, eta: 5 days, 20:28:29, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5961, loss_cls: 3.0229, loss: 3.0229, grad_norm: 2.5455 2020-07-27 08:42:48,591 - mmaction - INFO - Epoch [97][1140/3757] lr: 6.913e-02, eta: 5 days, 20:28:09, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5914, loss_cls: 2.9958, loss: 2.9958, grad_norm: 2.5404 2020-07-27 08:43:04,392 - mmaction - INFO - Epoch [97][1160/3757] lr: 6.913e-02, eta: 5 days, 20:27:50, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6062, loss_cls: 2.9094, loss: 2.9094, grad_norm: 2.4492 2020-07-27 08:43:20,197 - mmaction - INFO - Epoch [97][1180/3757] lr: 6.913e-02, eta: 5 days, 20:27:31, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6031, loss_cls: 2.8956, loss: 2.8956, grad_norm: 2.4702 2020-07-27 08:43:35,950 - mmaction - INFO - Epoch [97][1200/3757] lr: 6.913e-02, eta: 5 days, 20:27:11, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6117, loss_cls: 2.8883, loss: 2.8883, grad_norm: 2.4708 2020-07-27 08:43:51,749 - mmaction - INFO - Epoch [97][1220/3757] lr: 6.913e-02, eta: 5 days, 20:26:52, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.5953, loss_cls: 2.9634, loss: 2.9634, grad_norm: 2.5077 2020-07-27 08:44:07,591 - mmaction - INFO - Epoch [97][1240/3757] lr: 6.913e-02, eta: 5 days, 20:26:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6148, loss_cls: 2.8852, loss: 2.8852, grad_norm: 2.4786 2020-07-27 08:44:23,371 - mmaction - INFO - Epoch [97][1260/3757] lr: 6.913e-02, eta: 5 days, 20:26:13, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6070, loss_cls: 2.9046, loss: 2.9046, grad_norm: 2.5302 2020-07-27 08:44:39,183 - mmaction - INFO - Epoch [97][1280/3757] lr: 6.913e-02, eta: 5 days, 20:25:54, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6297, loss_cls: 2.8356, loss: 2.8356, grad_norm: 2.5145 2020-07-27 08:44:55,010 - mmaction - INFO - Epoch [97][1300/3757] lr: 6.913e-02, eta: 5 days, 20:25:35, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6180, loss_cls: 2.8944, loss: 2.8944, grad_norm: 2.5578 2020-07-27 08:45:10,835 - mmaction - INFO - Epoch [97][1320/3757] lr: 6.913e-02, eta: 5 days, 20:25:16, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5992, loss_cls: 2.9128, loss: 2.9128, grad_norm: 2.5211 2020-07-27 08:45:26,678 - mmaction - INFO - Epoch [97][1340/3757] lr: 6.913e-02, eta: 5 days, 20:24:56, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6227, loss_cls: 2.8801, loss: 2.8801, grad_norm: 2.5359 2020-07-27 08:45:42,464 - mmaction - INFO - Epoch [97][1360/3757] lr: 6.913e-02, eta: 5 days, 20:24:37, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.5984, loss_cls: 2.9837, loss: 2.9837, grad_norm: 2.5560 2020-07-27 08:45:58,557 - mmaction - INFO - Epoch [97][1380/3757] lr: 6.913e-02, eta: 5 days, 20:24:18, time: 0.805, data_time: 0.015, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6008, loss_cls: 2.9416, loss: 2.9416, grad_norm: 2.5500 2020-07-27 08:46:14,382 - mmaction - INFO - Epoch [97][1400/3757] lr: 6.913e-02, eta: 5 days, 20:23:59, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6227, loss_cls: 2.8247, loss: 2.8247, grad_norm: 2.5225 2020-07-27 08:46:30,157 - mmaction - INFO - Epoch [97][1420/3757] lr: 6.913e-02, eta: 5 days, 20:23:40, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.4008, top5_acc: 0.6430, loss_cls: 2.7231, loss: 2.7231, grad_norm: 2.4985 2020-07-27 08:46:46,009 - mmaction - INFO - Epoch [97][1440/3757] lr: 6.913e-02, eta: 5 days, 20:23:21, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6023, loss_cls: 2.9578, loss: 2.9578, grad_norm: 2.5062 2020-07-27 08:47:01,804 - mmaction - INFO - Epoch [97][1460/3757] lr: 6.913e-02, eta: 5 days, 20:23:01, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6172, loss_cls: 2.8633, loss: 2.8633, grad_norm: 2.4499 2020-07-27 08:47:17,606 - mmaction - INFO - Epoch [97][1480/3757] lr: 6.913e-02, eta: 5 days, 20:22:42, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6070, loss_cls: 2.9424, loss: 2.9424, grad_norm: 2.5814 2020-07-27 08:47:33,484 - mmaction - INFO - Epoch [97][1500/3757] lr: 6.913e-02, eta: 5 days, 20:22:23, time: 0.792, data_time: 0.008, memory: 6196, top1_acc: 0.3195, top5_acc: 0.5906, loss_cls: 3.0452, loss: 3.0452, grad_norm: 2.5721 2020-07-27 08:47:49,222 - mmaction - INFO - Epoch [97][1520/3757] lr: 6.913e-02, eta: 5 days, 20:22:03, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3875, top5_acc: 0.6281, loss_cls: 2.8239, loss: 2.8239, grad_norm: 2.4884 2020-07-27 08:48:05,126 - mmaction - INFO - Epoch [97][1540/3757] lr: 6.913e-02, eta: 5 days, 20:21:44, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6203, loss_cls: 2.8764, loss: 2.8764, grad_norm: 2.5563 2020-07-27 08:48:21,048 - mmaction - INFO - Epoch [97][1560/3757] lr: 6.913e-02, eta: 5 days, 20:21:25, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6250, loss_cls: 2.8310, loss: 2.8310, grad_norm: 2.5855 2020-07-27 08:48:36,807 - mmaction - INFO - Epoch [97][1580/3757] lr: 6.913e-02, eta: 5 days, 20:21:06, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6242, loss_cls: 2.8884, loss: 2.8884, grad_norm: 2.5235 2020-07-27 08:48:52,566 - mmaction - INFO - Epoch [97][1600/3757] lr: 6.913e-02, eta: 5 days, 20:20:46, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 2.9763, loss: 2.9763, grad_norm: 2.5453 2020-07-27 08:49:08,369 - mmaction - INFO - Epoch [97][1620/3757] lr: 6.913e-02, eta: 5 days, 20:20:27, time: 0.790, data_time: 0.006, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 2.9770, loss: 2.9770, grad_norm: 2.5002 2020-07-27 08:49:24,162 - mmaction - INFO - Epoch [97][1640/3757] lr: 6.913e-02, eta: 5 days, 20:20:08, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6398, loss_cls: 2.8390, loss: 2.8390, grad_norm: 2.4854 2020-07-27 08:49:39,955 - mmaction - INFO - Epoch [97][1660/3757] lr: 6.913e-02, eta: 5 days, 20:19:48, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6336, loss_cls: 2.8568, loss: 2.8568, grad_norm: 2.5758 2020-07-27 08:49:55,701 - mmaction - INFO - Epoch [97][1680/3757] lr: 6.913e-02, eta: 5 days, 20:19:29, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6133, loss_cls: 2.9191, loss: 2.9191, grad_norm: 2.5155 2020-07-27 08:50:11,474 - mmaction - INFO - Epoch [97][1700/3757] lr: 6.913e-02, eta: 5 days, 20:19:10, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.5984, loss_cls: 2.9298, loss: 2.9298, grad_norm: 2.4576 2020-07-27 08:50:27,286 - mmaction - INFO - Epoch [97][1720/3757] lr: 6.913e-02, eta: 5 days, 20:18:50, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6141, loss_cls: 2.9241, loss: 2.9241, grad_norm: 2.5582 2020-07-27 08:50:43,068 - mmaction - INFO - Epoch [97][1740/3757] lr: 6.913e-02, eta: 5 days, 20:18:31, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6172, loss_cls: 2.9493, loss: 2.9493, grad_norm: 2.5764 2020-07-27 08:50:58,882 - mmaction - INFO - Epoch [97][1760/3757] lr: 6.913e-02, eta: 5 days, 20:18:12, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5750, loss_cls: 3.0860, loss: 3.0860, grad_norm: 2.6172 2020-07-27 08:51:14,696 - mmaction - INFO - Epoch [97][1780/3757] lr: 6.913e-02, eta: 5 days, 20:17:52, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5953, loss_cls: 2.9940, loss: 2.9940, grad_norm: 2.4927 2020-07-27 08:51:30,410 - mmaction - INFO - Epoch [97][1800/3757] lr: 6.913e-02, eta: 5 days, 20:17:33, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6266, loss_cls: 2.9165, loss: 2.9165, grad_norm: 2.5108 2020-07-27 08:51:46,204 - mmaction - INFO - Epoch [97][1820/3757] lr: 6.913e-02, eta: 5 days, 20:17:14, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6164, loss_cls: 2.9357, loss: 2.9357, grad_norm: 2.5274 2020-07-27 08:52:01,966 - mmaction - INFO - Epoch [97][1840/3757] lr: 6.913e-02, eta: 5 days, 20:16:54, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6164, loss_cls: 2.8708, loss: 2.8708, grad_norm: 2.5333 2020-07-27 08:52:17,749 - mmaction - INFO - Epoch [97][1860/3757] lr: 6.913e-02, eta: 5 days, 20:16:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6117, loss_cls: 2.9889, loss: 2.9889, grad_norm: 2.5833 2020-07-27 08:52:33,584 - mmaction - INFO - Epoch [97][1880/3757] lr: 6.913e-02, eta: 5 days, 20:16:16, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6086, loss_cls: 2.9716, loss: 2.9716, grad_norm: 2.4654 2020-07-27 08:52:49,363 - mmaction - INFO - Epoch [97][1900/3757] lr: 6.913e-02, eta: 5 days, 20:15:56, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6242, loss_cls: 2.9104, loss: 2.9104, grad_norm: 2.5564 2020-07-27 08:53:05,136 - mmaction - INFO - Epoch [97][1920/3757] lr: 6.913e-02, eta: 5 days, 20:15:37, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5945, loss_cls: 3.0233, loss: 3.0233, grad_norm: 2.6579 2020-07-27 08:53:20,999 - mmaction - INFO - Epoch [97][1940/3757] lr: 6.913e-02, eta: 5 days, 20:15:18, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6094, loss_cls: 2.8676, loss: 2.8676, grad_norm: 2.5895 2020-07-27 08:53:36,800 - mmaction - INFO - Epoch [97][1960/3757] lr: 6.913e-02, eta: 5 days, 20:14:58, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5938, loss_cls: 3.0152, loss: 3.0152, grad_norm: 2.5757 2020-07-27 08:53:52,615 - mmaction - INFO - Epoch [97][1980/3757] lr: 6.913e-02, eta: 5 days, 20:14:39, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5922, loss_cls: 3.0386, loss: 3.0386, grad_norm: 2.4664 2020-07-27 08:54:08,335 - mmaction - INFO - Epoch [97][2000/3757] lr: 6.913e-02, eta: 5 days, 20:14:20, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6281, loss_cls: 2.8672, loss: 2.8672, grad_norm: 2.4845 2020-07-27 08:54:24,084 - mmaction - INFO - Epoch [97][2020/3757] lr: 6.913e-02, eta: 5 days, 20:14:00, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6289, loss_cls: 2.8977, loss: 2.8977, grad_norm: 2.5254 2020-07-27 08:54:39,946 - mmaction - INFO - Epoch [97][2040/3757] lr: 6.913e-02, eta: 5 days, 20:13:41, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6102, loss_cls: 2.8898, loss: 2.8898, grad_norm: 2.5127 2020-07-27 08:54:55,750 - mmaction - INFO - Epoch [97][2060/3757] lr: 6.913e-02, eta: 5 days, 20:13:22, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5930, loss_cls: 2.9716, loss: 2.9716, grad_norm: 2.5702 2020-07-27 08:55:11,536 - mmaction - INFO - Epoch [97][2080/3757] lr: 6.913e-02, eta: 5 days, 20:13:02, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6227, loss_cls: 2.8818, loss: 2.8818, grad_norm: 2.5299 2020-07-27 08:55:27,266 - mmaction - INFO - Epoch [97][2100/3757] lr: 6.913e-02, eta: 5 days, 20:12:43, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6086, loss_cls: 2.9703, loss: 2.9703, grad_norm: 2.5351 2020-07-27 08:55:43,088 - mmaction - INFO - Epoch [97][2120/3757] lr: 6.913e-02, eta: 5 days, 20:12:24, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6133, loss_cls: 2.9692, loss: 2.9692, grad_norm: 2.5850 2020-07-27 08:55:58,910 - mmaction - INFO - Epoch [97][2140/3757] lr: 6.913e-02, eta: 5 days, 20:12:04, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5922, loss_cls: 3.0202, loss: 3.0202, grad_norm: 2.5425 2020-07-27 08:56:14,769 - mmaction - INFO - Epoch [97][2160/3757] lr: 6.913e-02, eta: 5 days, 20:11:45, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6188, loss_cls: 2.8830, loss: 2.8830, grad_norm: 2.4798 2020-07-27 08:56:30,491 - mmaction - INFO - Epoch [97][2180/3757] lr: 6.913e-02, eta: 5 days, 20:11:26, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5969, loss_cls: 2.9770, loss: 2.9770, grad_norm: 2.5177 2020-07-27 08:56:46,325 - mmaction - INFO - Epoch [97][2200/3757] lr: 6.913e-02, eta: 5 days, 20:11:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6203, loss_cls: 2.9343, loss: 2.9343, grad_norm: 2.4455 2020-07-27 08:57:02,109 - mmaction - INFO - Epoch [97][2220/3757] lr: 6.913e-02, eta: 5 days, 20:10:47, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6086, loss_cls: 2.8987, loss: 2.8987, grad_norm: 2.5649 2020-07-27 08:57:17,937 - mmaction - INFO - Epoch [97][2240/3757] lr: 6.913e-02, eta: 5 days, 20:10:28, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6391, loss_cls: 2.8796, loss: 2.8796, grad_norm: 2.5536 2020-07-27 08:57:33,690 - mmaction - INFO - Epoch [97][2260/3757] lr: 6.913e-02, eta: 5 days, 20:10:09, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5945, loss_cls: 2.9531, loss: 2.9531, grad_norm: 2.6063 2020-07-27 08:57:49,448 - mmaction - INFO - Epoch [97][2280/3757] lr: 6.913e-02, eta: 5 days, 20:09:49, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6102, loss_cls: 2.9056, loss: 2.9056, grad_norm: 2.5119 2020-07-27 08:58:05,241 - mmaction - INFO - Epoch [97][2300/3757] lr: 6.913e-02, eta: 5 days, 20:09:30, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6250, loss_cls: 2.8663, loss: 2.8663, grad_norm: 2.4331 2020-07-27 08:58:21,061 - mmaction - INFO - Epoch [97][2320/3757] lr: 6.913e-02, eta: 5 days, 20:09:11, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5852, loss_cls: 2.9905, loss: 2.9905, grad_norm: 2.5488 2020-07-27 08:58:36,907 - mmaction - INFO - Epoch [97][2340/3757] lr: 6.913e-02, eta: 5 days, 20:08:51, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6133, loss_cls: 2.9500, loss: 2.9500, grad_norm: 2.4960 2020-07-27 08:58:52,735 - mmaction - INFO - Epoch [97][2360/3757] lr: 6.913e-02, eta: 5 days, 20:08:32, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5813, loss_cls: 3.0534, loss: 3.0534, grad_norm: 2.4978 2020-07-27 08:59:08,528 - mmaction - INFO - Epoch [97][2380/3757] lr: 6.913e-02, eta: 5 days, 20:08:13, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.0555, loss: 3.0555, grad_norm: 2.5151 2020-07-27 08:59:24,373 - mmaction - INFO - Epoch [97][2400/3757] lr: 6.913e-02, eta: 5 days, 20:07:54, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6305, loss_cls: 2.8522, loss: 2.8522, grad_norm: 2.4589 2020-07-27 08:59:40,176 - mmaction - INFO - Epoch [97][2420/3757] lr: 6.913e-02, eta: 5 days, 20:07:34, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6188, loss_cls: 2.9443, loss: 2.9443, grad_norm: 2.5632 2020-07-27 08:59:56,064 - mmaction - INFO - Epoch [97][2440/3757] lr: 6.913e-02, eta: 5 days, 20:07:15, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6078, loss_cls: 2.9757, loss: 2.9757, grad_norm: 2.5070 2020-07-27 09:00:16,254 - mmaction - INFO - Epoch [97][2460/3757] lr: 6.913e-02, eta: 5 days, 20:07:06, time: 1.008, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.5992, loss_cls: 2.9380, loss: 2.9380, grad_norm: 2.3886 2020-07-27 09:00:32,032 - mmaction - INFO - Epoch [97][2480/3757] lr: 6.913e-02, eta: 5 days, 20:06:47, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5984, loss_cls: 2.9396, loss: 2.9396, grad_norm: 2.5499 2020-07-27 09:00:47,924 - mmaction - INFO - Epoch [97][2500/3757] lr: 6.913e-02, eta: 5 days, 20:06:28, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6016, loss_cls: 2.9695, loss: 2.9695, grad_norm: 2.5894 2020-07-27 09:01:03,686 - mmaction - INFO - Epoch [97][2520/3757] lr: 6.913e-02, eta: 5 days, 20:06:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5984, loss_cls: 2.9740, loss: 2.9740, grad_norm: 2.5357 2020-07-27 09:01:19,522 - mmaction - INFO - Epoch [97][2540/3757] lr: 6.913e-02, eta: 5 days, 20:05:49, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6188, loss_cls: 2.8777, loss: 2.8777, grad_norm: 2.4856 2020-07-27 09:01:35,436 - mmaction - INFO - Epoch [97][2560/3757] lr: 6.913e-02, eta: 5 days, 20:05:30, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6203, loss_cls: 2.9031, loss: 2.9031, grad_norm: 2.5871 2020-07-27 09:01:51,154 - mmaction - INFO - Epoch [97][2580/3757] lr: 6.913e-02, eta: 5 days, 20:05:11, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5969, loss_cls: 2.9989, loss: 2.9989, grad_norm: 2.5841 2020-07-27 09:02:06,969 - mmaction - INFO - Epoch [97][2600/3757] lr: 6.913e-02, eta: 5 days, 20:04:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5898, loss_cls: 2.9235, loss: 2.9235, grad_norm: 2.5738 2020-07-27 09:02:22,823 - mmaction - INFO - Epoch [97][2620/3757] lr: 6.913e-02, eta: 5 days, 20:04:32, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6297, loss_cls: 2.8563, loss: 2.8563, grad_norm: 2.4710 2020-07-27 09:02:38,636 - mmaction - INFO - Epoch [97][2640/3757] lr: 6.913e-02, eta: 5 days, 20:04:13, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6133, loss_cls: 2.8119, loss: 2.8119, grad_norm: 2.5458 2020-07-27 09:02:54,478 - mmaction - INFO - Epoch [97][2660/3757] lr: 6.913e-02, eta: 5 days, 20:03:54, time: 0.794, data_time: 0.006, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6227, loss_cls: 2.9113, loss: 2.9113, grad_norm: 2.5593 2020-07-27 09:03:10,228 - mmaction - INFO - Epoch [97][2680/3757] lr: 6.913e-02, eta: 5 days, 20:03:34, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5992, loss_cls: 2.9934, loss: 2.9934, grad_norm: 2.6222 2020-07-27 09:03:26,026 - mmaction - INFO - Epoch [97][2700/3757] lr: 6.913e-02, eta: 5 days, 20:03:15, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5922, loss_cls: 2.9578, loss: 2.9578, grad_norm: 2.5577 2020-07-27 09:03:41,840 - mmaction - INFO - Epoch [97][2720/3757] lr: 6.913e-02, eta: 5 days, 20:02:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6141, loss_cls: 2.9125, loss: 2.9125, grad_norm: 2.5246 2020-07-27 09:03:57,702 - mmaction - INFO - Epoch [97][2740/3757] lr: 6.913e-02, eta: 5 days, 20:02:37, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6094, loss_cls: 2.9321, loss: 2.9321, grad_norm: 2.4780 2020-07-27 09:04:13,563 - mmaction - INFO - Epoch [97][2760/3757] lr: 6.913e-02, eta: 5 days, 20:02:18, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6141, loss_cls: 2.8971, loss: 2.8971, grad_norm: 2.5482 2020-07-27 09:04:29,581 - mmaction - INFO - Epoch [97][2780/3757] lr: 6.913e-02, eta: 5 days, 20:01:59, time: 0.800, data_time: 0.003, memory: 6196, top1_acc: 0.3844, top5_acc: 0.6234, loss_cls: 2.8241, loss: 2.8241, grad_norm: 2.4977 2020-07-27 09:04:45,407 - mmaction - INFO - Epoch [97][2800/3757] lr: 6.913e-02, eta: 5 days, 20:01:40, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6172, loss_cls: 2.9089, loss: 2.9089, grad_norm: 2.5029 2020-07-27 09:05:01,301 - mmaction - INFO - Epoch [97][2820/3757] lr: 6.913e-02, eta: 5 days, 20:01:21, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.5953, loss_cls: 3.0010, loss: 3.0010, grad_norm: 2.5392 2020-07-27 09:05:17,103 - mmaction - INFO - Epoch [97][2840/3757] lr: 6.913e-02, eta: 5 days, 20:01:01, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6094, loss_cls: 2.9385, loss: 2.9385, grad_norm: 2.5590 2020-07-27 09:05:32,879 - mmaction - INFO - Epoch [97][2860/3757] lr: 6.913e-02, eta: 5 days, 20:00:42, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6203, loss_cls: 2.8866, loss: 2.8866, grad_norm: 2.5482 2020-07-27 09:05:48,699 - mmaction - INFO - Epoch [97][2880/3757] lr: 6.913e-02, eta: 5 days, 20:00:23, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6172, loss_cls: 2.8499, loss: 2.8499, grad_norm: 2.5190 2020-07-27 09:06:04,525 - mmaction - INFO - Epoch [97][2900/3757] lr: 6.913e-02, eta: 5 days, 20:00:04, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6016, loss_cls: 2.9387, loss: 2.9387, grad_norm: 2.5816 2020-07-27 09:06:20,275 - mmaction - INFO - Epoch [97][2920/3757] lr: 6.913e-02, eta: 5 days, 19:59:44, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6258, loss_cls: 2.8701, loss: 2.8701, grad_norm: 2.5428 2020-07-27 09:06:36,049 - mmaction - INFO - Epoch [97][2940/3757] lr: 6.913e-02, eta: 5 days, 19:59:25, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.9398, loss: 2.9398, grad_norm: 2.5566 2020-07-27 09:06:51,811 - mmaction - INFO - Epoch [97][2960/3757] lr: 6.913e-02, eta: 5 days, 19:59:05, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6023, loss_cls: 3.0031, loss: 3.0031, grad_norm: 2.5119 2020-07-27 09:07:07,669 - mmaction - INFO - Epoch [97][2980/3757] lr: 6.913e-02, eta: 5 days, 19:58:46, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6172, loss_cls: 2.9167, loss: 2.9167, grad_norm: 2.4944 2020-07-27 09:07:23,504 - mmaction - INFO - Epoch [97][3000/3757] lr: 6.913e-02, eta: 5 days, 19:58:27, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.5945, loss_cls: 2.9574, loss: 2.9574, grad_norm: 2.5552 2020-07-27 09:07:39,343 - mmaction - INFO - Epoch [97][3020/3757] lr: 6.913e-02, eta: 5 days, 19:58:08, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3836, top5_acc: 0.6414, loss_cls: 2.7775, loss: 2.7775, grad_norm: 2.4584 2020-07-27 09:07:55,123 - mmaction - INFO - Epoch [97][3040/3757] lr: 6.913e-02, eta: 5 days, 19:57:49, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5984, loss_cls: 2.9759, loss: 2.9759, grad_norm: 2.5689 2020-07-27 09:08:10,945 - mmaction - INFO - Epoch [97][3060/3757] lr: 6.913e-02, eta: 5 days, 19:57:29, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6102, loss_cls: 2.9532, loss: 2.9532, grad_norm: 2.5296 2020-07-27 09:08:26,742 - mmaction - INFO - Epoch [97][3080/3757] lr: 6.913e-02, eta: 5 days, 19:57:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3914, top5_acc: 0.6195, loss_cls: 2.8185, loss: 2.8185, grad_norm: 2.4909 2020-07-27 09:08:42,517 - mmaction - INFO - Epoch [97][3100/3757] lr: 6.913e-02, eta: 5 days, 19:56:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6008, loss_cls: 2.9539, loss: 2.9539, grad_norm: 2.6204 2020-07-27 09:08:58,356 - mmaction - INFO - Epoch [97][3120/3757] lr: 6.913e-02, eta: 5 days, 19:56:32, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6141, loss_cls: 2.8961, loss: 2.8961, grad_norm: 2.4735 2020-07-27 09:09:14,113 - mmaction - INFO - Epoch [97][3140/3757] lr: 6.913e-02, eta: 5 days, 19:56:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5953, loss_cls: 3.0218, loss: 3.0218, grad_norm: 2.4302 2020-07-27 09:09:29,952 - mmaction - INFO - Epoch [97][3160/3757] lr: 6.913e-02, eta: 5 days, 19:55:53, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6086, loss_cls: 2.9298, loss: 2.9298, grad_norm: 2.4975 2020-07-27 09:09:45,732 - mmaction - INFO - Epoch [97][3180/3757] lr: 6.913e-02, eta: 5 days, 19:55:34, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6094, loss_cls: 2.9279, loss: 2.9279, grad_norm: 2.4472 2020-07-27 09:10:01,577 - mmaction - INFO - Epoch [97][3200/3757] lr: 6.913e-02, eta: 5 days, 19:55:14, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 3.0262, loss: 3.0262, grad_norm: 2.4460 2020-07-27 09:10:17,373 - mmaction - INFO - Epoch [97][3220/3757] lr: 6.913e-02, eta: 5 days, 19:54:55, time: 0.791, data_time: 0.008, memory: 6196, top1_acc: 0.3828, top5_acc: 0.6047, loss_cls: 2.8718, loss: 2.8718, grad_norm: 2.4653 2020-07-27 09:10:33,217 - mmaction - INFO - Epoch [97][3240/3757] lr: 6.913e-02, eta: 5 days, 19:54:36, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6125, loss_cls: 2.8992, loss: 2.8992, grad_norm: 2.5078 2020-07-27 09:10:49,002 - mmaction - INFO - Epoch [97][3260/3757] lr: 6.913e-02, eta: 5 days, 19:54:17, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6227, loss_cls: 2.9069, loss: 2.9069, grad_norm: 2.5307 2020-07-27 09:11:04,857 - mmaction - INFO - Epoch [97][3280/3757] lr: 6.913e-02, eta: 5 days, 19:53:58, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6344, loss_cls: 2.8529, loss: 2.8529, grad_norm: 2.5629 2020-07-27 09:11:20,629 - mmaction - INFO - Epoch [97][3300/3757] lr: 6.913e-02, eta: 5 days, 19:53:38, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6125, loss_cls: 2.8672, loss: 2.8672, grad_norm: 2.6059 2020-07-27 09:11:36,465 - mmaction - INFO - Epoch [97][3320/3757] lr: 6.913e-02, eta: 5 days, 19:53:19, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6164, loss_cls: 2.9268, loss: 2.9268, grad_norm: 2.5694 2020-07-27 09:11:52,264 - mmaction - INFO - Epoch [97][3340/3757] lr: 6.913e-02, eta: 5 days, 19:53:00, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5836, loss_cls: 3.0731, loss: 3.0731, grad_norm: 2.5607 2020-07-27 09:12:08,023 - mmaction - INFO - Epoch [97][3360/3757] lr: 6.913e-02, eta: 5 days, 19:52:40, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6117, loss_cls: 2.9518, loss: 2.9518, grad_norm: 2.5155 2020-07-27 09:12:23,902 - mmaction - INFO - Epoch [97][3380/3757] lr: 6.913e-02, eta: 5 days, 19:52:21, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6273, loss_cls: 2.8956, loss: 2.8956, grad_norm: 2.6047 2020-07-27 09:12:39,705 - mmaction - INFO - Epoch [97][3400/3757] lr: 6.913e-02, eta: 5 days, 19:52:02, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6094, loss_cls: 2.9376, loss: 2.9376, grad_norm: 2.5019 2020-07-27 09:12:55,533 - mmaction - INFO - Epoch [97][3420/3757] lr: 6.913e-02, eta: 5 days, 19:51:43, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6031, loss_cls: 2.9542, loss: 2.9542, grad_norm: 2.5975 2020-07-27 09:13:11,352 - mmaction - INFO - Epoch [97][3440/3757] lr: 6.913e-02, eta: 5 days, 19:51:24, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5898, loss_cls: 3.0696, loss: 3.0696, grad_norm: 2.6222 2020-07-27 09:13:27,186 - mmaction - INFO - Epoch [97][3460/3757] lr: 6.913e-02, eta: 5 days, 19:51:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6133, loss_cls: 2.8861, loss: 2.8861, grad_norm: 2.5300 2020-07-27 09:13:43,086 - mmaction - INFO - Epoch [97][3480/3757] lr: 6.913e-02, eta: 5 days, 19:50:45, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5977, loss_cls: 2.9623, loss: 2.9623, grad_norm: 2.5515 2020-07-27 09:13:58,804 - mmaction - INFO - Epoch [97][3500/3757] lr: 6.913e-02, eta: 5 days, 19:50:26, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5961, loss_cls: 3.0009, loss: 3.0009, grad_norm: 2.5081 2020-07-27 09:14:14,724 - mmaction - INFO - Epoch [97][3520/3757] lr: 6.913e-02, eta: 5 days, 19:50:07, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5695, loss_cls: 3.0004, loss: 3.0004, grad_norm: 2.5663 2020-07-27 09:14:30,514 - mmaction - INFO - Epoch [97][3540/3757] lr: 6.913e-02, eta: 5 days, 19:49:48, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6266, loss_cls: 2.9261, loss: 2.9261, grad_norm: 2.4771 2020-07-27 09:14:46,290 - mmaction - INFO - Epoch [97][3560/3757] lr: 6.913e-02, eta: 5 days, 19:49:28, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6195, loss_cls: 2.8881, loss: 2.8881, grad_norm: 2.5739 2020-07-27 09:15:02,188 - mmaction - INFO - Epoch [97][3580/3757] lr: 6.913e-02, eta: 5 days, 19:49:09, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6258, loss_cls: 2.8711, loss: 2.8711, grad_norm: 2.5410 2020-07-27 09:15:18,015 - mmaction - INFO - Epoch [97][3600/3757] lr: 6.913e-02, eta: 5 days, 19:48:50, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5914, loss_cls: 3.0079, loss: 3.0079, grad_norm: 2.5251 2020-07-27 09:15:33,913 - mmaction - INFO - Epoch [97][3620/3757] lr: 6.913e-02, eta: 5 days, 19:48:31, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6133, loss_cls: 2.9616, loss: 2.9616, grad_norm: 2.5545 2020-07-27 09:15:49,701 - mmaction - INFO - Epoch [97][3640/3757] lr: 6.913e-02, eta: 5 days, 19:48:12, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6133, loss_cls: 2.9819, loss: 2.9819, grad_norm: 2.5554 2020-07-27 09:16:05,531 - mmaction - INFO - Epoch [97][3660/3757] lr: 6.913e-02, eta: 5 days, 19:47:53, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6070, loss_cls: 2.9936, loss: 2.9936, grad_norm: 2.5544 2020-07-27 09:16:21,350 - mmaction - INFO - Epoch [97][3680/3757] lr: 6.913e-02, eta: 5 days, 19:47:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5938, loss_cls: 3.0203, loss: 3.0203, grad_norm: 2.4934 2020-07-27 09:16:37,080 - mmaction - INFO - Epoch [97][3700/3757] lr: 6.913e-02, eta: 5 days, 19:47:14, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6289, loss_cls: 2.8495, loss: 2.8495, grad_norm: 2.4994 2020-07-27 09:16:52,996 - mmaction - INFO - Epoch [97][3720/3757] lr: 6.913e-02, eta: 5 days, 19:46:55, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6297, loss_cls: 2.8494, loss: 2.8494, grad_norm: 2.5609 2020-07-27 09:17:08,632 - mmaction - INFO - Epoch [97][3740/3757] lr: 6.913e-02, eta: 5 days, 19:46:35, time: 0.784, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6125, loss_cls: 2.9170, loss: 2.9170, grad_norm: 2.4982 2020-07-27 09:20:30,606 - mmaction - INFO - Epoch [98][20/3757] lr: 6.857e-02, eta: 5 days, 19:51:51, time: 9.094, data_time: 8.185, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6258, loss_cls: 2.8748, loss: 2.8748, grad_norm: 2.5317 2020-07-27 09:20:46,350 - mmaction - INFO - Epoch [98][40/3757] lr: 6.857e-02, eta: 5 days, 19:51:32, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6156, loss_cls: 2.8519, loss: 2.8519, grad_norm: 2.4770 2020-07-27 09:21:02,038 - mmaction - INFO - Epoch [98][60/3757] lr: 6.857e-02, eta: 5 days, 19:51:12, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6133, loss_cls: 2.9177, loss: 2.9177, grad_norm: 2.4989 2020-07-27 09:21:17,854 - mmaction - INFO - Epoch [98][80/3757] lr: 6.857e-02, eta: 5 days, 19:50:53, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6078, loss_cls: 2.9481, loss: 2.9481, grad_norm: 2.5164 2020-07-27 09:21:33,716 - mmaction - INFO - Epoch [98][100/3757] lr: 6.857e-02, eta: 5 days, 19:50:34, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5953, loss_cls: 2.9905, loss: 2.9905, grad_norm: 2.5400 2020-07-27 09:21:49,522 - mmaction - INFO - Epoch [98][120/3757] lr: 6.857e-02, eta: 5 days, 19:50:15, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.8346, loss: 2.8346, grad_norm: 2.5502 2020-07-27 09:22:05,310 - mmaction - INFO - Epoch [98][140/3757] lr: 6.857e-02, eta: 5 days, 19:49:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6328, loss_cls: 2.8178, loss: 2.8178, grad_norm: 2.6181 2020-07-27 09:22:21,072 - mmaction - INFO - Epoch [98][160/3757] lr: 6.857e-02, eta: 5 days, 19:49:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3852, top5_acc: 0.6242, loss_cls: 2.8636, loss: 2.8636, grad_norm: 2.5324 2020-07-27 09:22:36,892 - mmaction - INFO - Epoch [98][180/3757] lr: 6.857e-02, eta: 5 days, 19:49:17, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.4031, top5_acc: 0.6469, loss_cls: 2.7221, loss: 2.7221, grad_norm: 2.4800 2020-07-27 09:22:52,697 - mmaction - INFO - Epoch [98][200/3757] lr: 6.857e-02, eta: 5 days, 19:48:57, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6078, loss_cls: 2.9093, loss: 2.9093, grad_norm: 2.5867 2020-07-27 09:23:08,446 - mmaction - INFO - Epoch [98][220/3757] lr: 6.857e-02, eta: 5 days, 19:48:38, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6023, loss_cls: 2.9395, loss: 2.9395, grad_norm: 2.5601 2020-07-27 09:23:24,224 - mmaction - INFO - Epoch [98][240/3757] lr: 6.857e-02, eta: 5 days, 19:48:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6297, loss_cls: 2.8779, loss: 2.8779, grad_norm: 2.6173 2020-07-27 09:23:40,078 - mmaction - INFO - Epoch [98][260/3757] lr: 6.857e-02, eta: 5 days, 19:48:00, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 3.0321, loss: 3.0321, grad_norm: 2.6097 2020-07-27 09:23:55,976 - mmaction - INFO - Epoch [98][280/3757] lr: 6.857e-02, eta: 5 days, 19:47:40, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.9551, loss: 2.9551, grad_norm: 2.5168 2020-07-27 09:24:11,626 - mmaction - INFO - Epoch [98][300/3757] lr: 6.857e-02, eta: 5 days, 19:47:21, time: 0.783, data_time: 0.002, memory: 6196, top1_acc: 0.3812, top5_acc: 0.6422, loss_cls: 2.8438, loss: 2.8438, grad_norm: 2.4522 2020-07-27 09:24:27,428 - mmaction - INFO - Epoch [98][320/3757] lr: 6.857e-02, eta: 5 days, 19:47:02, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6297, loss_cls: 2.8501, loss: 2.8501, grad_norm: 2.5416 2020-07-27 09:24:43,181 - mmaction - INFO - Epoch [98][340/3757] lr: 6.857e-02, eta: 5 days, 19:46:42, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.5969, loss_cls: 2.9572, loss: 2.9572, grad_norm: 2.5102 2020-07-27 09:24:58,981 - mmaction - INFO - Epoch [98][360/3757] lr: 6.857e-02, eta: 5 days, 19:46:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6047, loss_cls: 2.9421, loss: 2.9421, grad_norm: 2.6170 2020-07-27 09:25:14,823 - mmaction - INFO - Epoch [98][380/3757] lr: 6.857e-02, eta: 5 days, 19:46:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6156, loss_cls: 2.9052, loss: 2.9052, grad_norm: 2.4767 2020-07-27 09:25:30,586 - mmaction - INFO - Epoch [98][400/3757] lr: 6.857e-02, eta: 5 days, 19:45:44, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6156, loss_cls: 2.8895, loss: 2.8895, grad_norm: 2.5300 2020-07-27 09:25:46,428 - mmaction - INFO - Epoch [98][420/3757] lr: 6.857e-02, eta: 5 days, 19:45:25, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6078, loss_cls: 2.9663, loss: 2.9663, grad_norm: 2.4916 2020-07-27 09:26:02,229 - mmaction - INFO - Epoch [98][440/3757] lr: 6.857e-02, eta: 5 days, 19:45:06, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6180, loss_cls: 2.8272, loss: 2.8272, grad_norm: 2.5461 2020-07-27 09:26:17,969 - mmaction - INFO - Epoch [98][460/3757] lr: 6.857e-02, eta: 5 days, 19:44:46, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6016, loss_cls: 2.9624, loss: 2.9624, grad_norm: 2.5439 2020-07-27 09:26:33,758 - mmaction - INFO - Epoch [98][480/3757] lr: 6.857e-02, eta: 5 days, 19:44:27, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 2.9148, loss: 2.9148, grad_norm: 2.4232 2020-07-27 09:26:49,510 - mmaction - INFO - Epoch [98][500/3757] lr: 6.857e-02, eta: 5 days, 19:44:08, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6141, loss_cls: 2.8935, loss: 2.8935, grad_norm: 2.5368 2020-07-27 09:27:05,302 - mmaction - INFO - Epoch [98][520/3757] lr: 6.857e-02, eta: 5 days, 19:43:48, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5969, loss_cls: 2.9697, loss: 2.9697, grad_norm: 2.5783 2020-07-27 09:27:21,114 - mmaction - INFO - Epoch [98][540/3757] lr: 6.857e-02, eta: 5 days, 19:43:29, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.8951, loss: 2.8951, grad_norm: 2.5243 2020-07-27 09:27:37,045 - mmaction - INFO - Epoch [98][560/3757] lr: 6.857e-02, eta: 5 days, 19:43:10, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6172, loss_cls: 2.8638, loss: 2.8638, grad_norm: 2.5062 2020-07-27 09:27:52,726 - mmaction - INFO - Epoch [98][580/3757] lr: 6.857e-02, eta: 5 days, 19:42:51, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6203, loss_cls: 2.8520, loss: 2.8520, grad_norm: 2.5564 2020-07-27 09:28:08,575 - mmaction - INFO - Epoch [98][600/3757] lr: 6.857e-02, eta: 5 days, 19:42:31, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6188, loss_cls: 2.9620, loss: 2.9620, grad_norm: 2.6362 2020-07-27 09:28:24,377 - mmaction - INFO - Epoch [98][620/3757] lr: 6.857e-02, eta: 5 days, 19:42:12, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6086, loss_cls: 2.9289, loss: 2.9289, grad_norm: 2.4796 2020-07-27 09:28:40,305 - mmaction - INFO - Epoch [98][640/3757] lr: 6.857e-02, eta: 5 days, 19:41:53, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5898, loss_cls: 3.0163, loss: 3.0163, grad_norm: 2.6082 2020-07-27 09:28:56,098 - mmaction - INFO - Epoch [98][660/3757] lr: 6.857e-02, eta: 5 days, 19:41:34, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6133, loss_cls: 2.8622, loss: 2.8622, grad_norm: 2.4870 2020-07-27 09:29:11,932 - mmaction - INFO - Epoch [98][680/3757] lr: 6.857e-02, eta: 5 days, 19:41:15, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6203, loss_cls: 2.8849, loss: 2.8849, grad_norm: 2.5678 2020-07-27 09:29:27,758 - mmaction - INFO - Epoch [98][700/3757] lr: 6.857e-02, eta: 5 days, 19:40:55, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6016, loss_cls: 2.9718, loss: 2.9718, grad_norm: 2.6123 2020-07-27 09:29:43,526 - mmaction - INFO - Epoch [98][720/3757] lr: 6.857e-02, eta: 5 days, 19:40:36, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6008, loss_cls: 2.9440, loss: 2.9440, grad_norm: 2.5301 2020-07-27 09:29:59,318 - mmaction - INFO - Epoch [98][740/3757] lr: 6.857e-02, eta: 5 days, 19:40:17, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6008, loss_cls: 2.9024, loss: 2.9024, grad_norm: 2.5312 2020-07-27 09:30:15,121 - mmaction - INFO - Epoch [98][760/3757] lr: 6.857e-02, eta: 5 days, 19:39:58, time: 0.793, data_time: 0.006, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6336, loss_cls: 2.8276, loss: 2.8276, grad_norm: 2.5759 2020-07-27 09:30:30,908 - mmaction - INFO - Epoch [98][780/3757] lr: 6.857e-02, eta: 5 days, 19:39:38, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6047, loss_cls: 2.9939, loss: 2.9939, grad_norm: 2.6420 2020-07-27 09:30:46,828 - mmaction - INFO - Epoch [98][800/3757] lr: 6.857e-02, eta: 5 days, 19:39:19, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6078, loss_cls: 2.9463, loss: 2.9463, grad_norm: 2.6030 2020-07-27 09:31:02,551 - mmaction - INFO - Epoch [98][820/3757] lr: 6.857e-02, eta: 5 days, 19:39:00, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6172, loss_cls: 2.9159, loss: 2.9159, grad_norm: 2.5663 2020-07-27 09:31:18,283 - mmaction - INFO - Epoch [98][840/3757] lr: 6.857e-02, eta: 5 days, 19:38:40, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6164, loss_cls: 2.9714, loss: 2.9714, grad_norm: 2.5906 2020-07-27 09:31:34,100 - mmaction - INFO - Epoch [98][860/3757] lr: 6.857e-02, eta: 5 days, 19:38:21, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6219, loss_cls: 2.8886, loss: 2.8886, grad_norm: 2.5979 2020-07-27 09:31:49,893 - mmaction - INFO - Epoch [98][880/3757] lr: 6.857e-02, eta: 5 days, 19:38:02, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6203, loss_cls: 2.9353, loss: 2.9353, grad_norm: 2.5762 2020-07-27 09:32:05,587 - mmaction - INFO - Epoch [98][900/3757] lr: 6.857e-02, eta: 5 days, 19:37:42, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6125, loss_cls: 2.9072, loss: 2.9072, grad_norm: 2.5673 2020-07-27 09:32:21,322 - mmaction - INFO - Epoch [98][920/3757] lr: 6.857e-02, eta: 5 days, 19:37:23, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6070, loss_cls: 2.9593, loss: 2.9593, grad_norm: 2.5745 2020-07-27 09:32:37,127 - mmaction - INFO - Epoch [98][940/3757] lr: 6.857e-02, eta: 5 days, 19:37:04, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5984, loss_cls: 2.9224, loss: 2.9224, grad_norm: 2.5176 2020-07-27 09:32:52,951 - mmaction - INFO - Epoch [98][960/3757] lr: 6.857e-02, eta: 5 days, 19:36:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6023, loss_cls: 2.9775, loss: 2.9775, grad_norm: 2.4806 2020-07-27 09:33:08,753 - mmaction - INFO - Epoch [98][980/3757] lr: 6.857e-02, eta: 5 days, 19:36:25, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6148, loss_cls: 2.8312, loss: 2.8312, grad_norm: 2.5250 2020-07-27 09:33:24,538 - mmaction - INFO - Epoch [98][1000/3757] lr: 6.857e-02, eta: 5 days, 19:36:06, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6328, loss_cls: 2.8144, loss: 2.8144, grad_norm: 2.4499 2020-07-27 09:33:40,392 - mmaction - INFO - Epoch [98][1020/3757] lr: 6.857e-02, eta: 5 days, 19:35:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6031, loss_cls: 2.9898, loss: 2.9898, grad_norm: 2.5773 2020-07-27 09:33:56,209 - mmaction - INFO - Epoch [98][1040/3757] lr: 6.857e-02, eta: 5 days, 19:35:27, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5969, loss_cls: 3.0059, loss: 3.0059, grad_norm: 2.6253 2020-07-27 09:34:11,916 - mmaction - INFO - Epoch [98][1060/3757] lr: 6.857e-02, eta: 5 days, 19:35:08, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3891, top5_acc: 0.6391, loss_cls: 2.7750, loss: 2.7750, grad_norm: 2.5585 2020-07-27 09:34:27,715 - mmaction - INFO - Epoch [98][1080/3757] lr: 6.857e-02, eta: 5 days, 19:34:49, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6016, loss_cls: 2.9536, loss: 2.9536, grad_norm: 2.5961 2020-07-27 09:34:43,444 - mmaction - INFO - Epoch [98][1100/3757] lr: 6.857e-02, eta: 5 days, 19:34:29, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6414, loss_cls: 2.8339, loss: 2.8339, grad_norm: 2.5577 2020-07-27 09:34:59,139 - mmaction - INFO - Epoch [98][1120/3757] lr: 6.857e-02, eta: 5 days, 19:34:10, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6109, loss_cls: 2.9316, loss: 2.9316, grad_norm: 2.6060 2020-07-27 09:35:14,889 - mmaction - INFO - Epoch [98][1140/3757] lr: 6.857e-02, eta: 5 days, 19:33:50, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5977, loss_cls: 2.9062, loss: 2.9062, grad_norm: 2.5040 2020-07-27 09:35:30,678 - mmaction - INFO - Epoch [98][1160/3757] lr: 6.857e-02, eta: 5 days, 19:33:31, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3617, top5_acc: 0.5938, loss_cls: 2.9481, loss: 2.9481, grad_norm: 2.4647 2020-07-27 09:35:46,500 - mmaction - INFO - Epoch [98][1180/3757] lr: 6.857e-02, eta: 5 days, 19:33:12, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6047, loss_cls: 2.9041, loss: 2.9041, grad_norm: 2.5551 2020-07-27 09:36:02,251 - mmaction - INFO - Epoch [98][1200/3757] lr: 6.857e-02, eta: 5 days, 19:32:52, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6227, loss_cls: 2.8902, loss: 2.8902, grad_norm: 2.5592 2020-07-27 09:36:18,045 - mmaction - INFO - Epoch [98][1220/3757] lr: 6.857e-02, eta: 5 days, 19:32:33, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5898, loss_cls: 3.0228, loss: 3.0228, grad_norm: 2.5996 2020-07-27 09:36:33,877 - mmaction - INFO - Epoch [98][1240/3757] lr: 6.857e-02, eta: 5 days, 19:32:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6023, loss_cls: 2.9400, loss: 2.9400, grad_norm: 2.6095 2020-07-27 09:36:49,638 - mmaction - INFO - Epoch [98][1260/3757] lr: 6.857e-02, eta: 5 days, 19:31:55, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6266, loss_cls: 2.9013, loss: 2.9013, grad_norm: 2.5231 2020-07-27 09:37:05,526 - mmaction - INFO - Epoch [98][1280/3757] lr: 6.857e-02, eta: 5 days, 19:31:36, time: 0.794, data_time: 0.009, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6250, loss_cls: 2.8944, loss: 2.8944, grad_norm: 2.5020 2020-07-27 09:37:21,306 - mmaction - INFO - Epoch [98][1300/3757] lr: 6.857e-02, eta: 5 days, 19:31:16, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6078, loss_cls: 2.9594, loss: 2.9594, grad_norm: 2.5385 2020-07-27 09:37:37,071 - mmaction - INFO - Epoch [98][1320/3757] lr: 6.857e-02, eta: 5 days, 19:30:57, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6320, loss_cls: 2.8357, loss: 2.8357, grad_norm: 2.5090 2020-07-27 09:37:52,849 - mmaction - INFO - Epoch [98][1340/3757] lr: 6.857e-02, eta: 5 days, 19:30:38, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6133, loss_cls: 2.8495, loss: 2.8495, grad_norm: 2.4463 2020-07-27 09:38:08,714 - mmaction - INFO - Epoch [98][1360/3757] lr: 6.857e-02, eta: 5 days, 19:30:19, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 3.0231, loss: 3.0231, grad_norm: 2.5283 2020-07-27 09:38:24,492 - mmaction - INFO - Epoch [98][1380/3757] lr: 6.857e-02, eta: 5 days, 19:29:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.5945, loss_cls: 2.9478, loss: 2.9478, grad_norm: 2.5460 2020-07-27 09:38:40,381 - mmaction - INFO - Epoch [98][1400/3757] lr: 6.857e-02, eta: 5 days, 19:29:40, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6312, loss_cls: 2.8295, loss: 2.8295, grad_norm: 2.4910 2020-07-27 09:38:56,127 - mmaction - INFO - Epoch [98][1420/3757] lr: 6.857e-02, eta: 5 days, 19:29:21, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6250, loss_cls: 2.9143, loss: 2.9143, grad_norm: 2.5814 2020-07-27 09:39:11,883 - mmaction - INFO - Epoch [98][1440/3757] lr: 6.857e-02, eta: 5 days, 19:29:01, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6062, loss_cls: 2.9462, loss: 2.9462, grad_norm: 2.5784 2020-07-27 09:39:27,708 - mmaction - INFO - Epoch [98][1460/3757] lr: 6.857e-02, eta: 5 days, 19:28:42, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5875, loss_cls: 3.0508, loss: 3.0508, grad_norm: 2.5590 2020-07-27 09:39:43,417 - mmaction - INFO - Epoch [98][1480/3757] lr: 6.857e-02, eta: 5 days, 19:28:23, time: 0.785, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5883, loss_cls: 3.0043, loss: 3.0043, grad_norm: 2.5056 2020-07-27 09:39:59,179 - mmaction - INFO - Epoch [98][1500/3757] lr: 6.857e-02, eta: 5 days, 19:28:03, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6117, loss_cls: 2.9165, loss: 2.9165, grad_norm: 2.4891 2020-07-27 09:40:14,956 - mmaction - INFO - Epoch [98][1520/3757] lr: 6.857e-02, eta: 5 days, 19:27:44, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6141, loss_cls: 2.9088, loss: 2.9088, grad_norm: 2.4973 2020-07-27 09:40:30,738 - mmaction - INFO - Epoch [98][1540/3757] lr: 6.857e-02, eta: 5 days, 19:27:25, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6195, loss_cls: 2.8495, loss: 2.8495, grad_norm: 2.4826 2020-07-27 09:40:46,632 - mmaction - INFO - Epoch [98][1560/3757] lr: 6.857e-02, eta: 5 days, 19:27:06, time: 0.793, data_time: 0.006, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6125, loss_cls: 2.9784, loss: 2.9784, grad_norm: 2.5199 2020-07-27 09:41:03,290 - mmaction - INFO - Epoch [98][1580/3757] lr: 6.857e-02, eta: 5 days, 19:26:48, time: 0.835, data_time: 0.005, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5883, loss_cls: 3.0332, loss: 3.0332, grad_norm: 2.6156 2020-07-27 09:41:20,194 - mmaction - INFO - Epoch [98][1600/3757] lr: 6.857e-02, eta: 5 days, 19:26:32, time: 0.844, data_time: 0.002, memory: 6196, top1_acc: 0.3805, top5_acc: 0.6156, loss_cls: 2.8781, loss: 2.8781, grad_norm: 2.5201 2020-07-27 09:41:36,025 - mmaction - INFO - Epoch [98][1620/3757] lr: 6.857e-02, eta: 5 days, 19:26:13, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6133, loss_cls: 2.8993, loss: 2.8993, grad_norm: 2.5687 2020-07-27 09:41:51,774 - mmaction - INFO - Epoch [98][1640/3757] lr: 6.857e-02, eta: 5 days, 19:25:53, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6109, loss_cls: 2.8925, loss: 2.8925, grad_norm: 2.5449 2020-07-27 09:42:07,536 - mmaction - INFO - Epoch [98][1660/3757] lr: 6.857e-02, eta: 5 days, 19:25:34, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6078, loss_cls: 2.9216, loss: 2.9216, grad_norm: 2.5029 2020-07-27 09:42:23,317 - mmaction - INFO - Epoch [98][1680/3757] lr: 6.857e-02, eta: 5 days, 19:25:15, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6148, loss_cls: 2.8251, loss: 2.8251, grad_norm: 2.5047 2020-07-27 09:42:39,196 - mmaction - INFO - Epoch [98][1700/3757] lr: 6.857e-02, eta: 5 days, 19:24:55, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6195, loss_cls: 2.9058, loss: 2.9058, grad_norm: 2.4691 2020-07-27 09:42:54,954 - mmaction - INFO - Epoch [98][1720/3757] lr: 6.857e-02, eta: 5 days, 19:24:36, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6023, loss_cls: 2.9219, loss: 2.9219, grad_norm: 2.4926 2020-07-27 09:43:10,681 - mmaction - INFO - Epoch [98][1740/3757] lr: 6.857e-02, eta: 5 days, 19:24:17, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6094, loss_cls: 2.9335, loss: 2.9335, grad_norm: 2.5317 2020-07-27 09:43:26,425 - mmaction - INFO - Epoch [98][1760/3757] lr: 6.857e-02, eta: 5 days, 19:23:57, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.5930, loss_cls: 3.0426, loss: 3.0426, grad_norm: 2.5085 2020-07-27 09:43:42,219 - mmaction - INFO - Epoch [98][1780/3757] lr: 6.857e-02, eta: 5 days, 19:23:38, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6141, loss_cls: 2.8780, loss: 2.8780, grad_norm: 2.4535 2020-07-27 09:43:58,023 - mmaction - INFO - Epoch [98][1800/3757] lr: 6.857e-02, eta: 5 days, 19:23:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6078, loss_cls: 2.9361, loss: 2.9361, grad_norm: 2.5875 2020-07-27 09:44:13,967 - mmaction - INFO - Epoch [98][1820/3757] lr: 6.857e-02, eta: 5 days, 19:23:00, time: 0.798, data_time: 0.005, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6117, loss_cls: 2.9480, loss: 2.9480, grad_norm: 2.6103 2020-07-27 09:44:29,741 - mmaction - INFO - Epoch [98][1840/3757] lr: 6.857e-02, eta: 5 days, 19:22:41, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5992, loss_cls: 3.0061, loss: 3.0061, grad_norm: 2.5908 2020-07-27 09:44:45,536 - mmaction - INFO - Epoch [98][1860/3757] lr: 6.857e-02, eta: 5 days, 19:22:21, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6102, loss_cls: 2.9657, loss: 2.9657, grad_norm: 2.5057 2020-07-27 09:45:01,263 - mmaction - INFO - Epoch [98][1880/3757] lr: 6.857e-02, eta: 5 days, 19:22:02, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6242, loss_cls: 2.9071, loss: 2.9071, grad_norm: 2.4691 2020-07-27 09:45:17,012 - mmaction - INFO - Epoch [98][1900/3757] lr: 6.857e-02, eta: 5 days, 19:21:43, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5906, loss_cls: 3.0165, loss: 3.0165, grad_norm: 2.5307 2020-07-27 09:45:32,806 - mmaction - INFO - Epoch [98][1920/3757] lr: 6.857e-02, eta: 5 days, 19:21:23, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6023, loss_cls: 2.9541, loss: 2.9541, grad_norm: 2.4659 2020-07-27 09:45:48,579 - mmaction - INFO - Epoch [98][1940/3757] lr: 6.857e-02, eta: 5 days, 19:21:04, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5883, loss_cls: 3.0415, loss: 3.0415, grad_norm: 2.4958 2020-07-27 09:46:04,429 - mmaction - INFO - Epoch [98][1960/3757] lr: 6.857e-02, eta: 5 days, 19:20:45, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6211, loss_cls: 2.8807, loss: 2.8807, grad_norm: 2.5357 2020-07-27 09:46:20,250 - mmaction - INFO - Epoch [98][1980/3757] lr: 6.857e-02, eta: 5 days, 19:20:26, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6148, loss_cls: 2.9360, loss: 2.9360, grad_norm: 2.5659 2020-07-27 09:46:36,014 - mmaction - INFO - Epoch [98][2000/3757] lr: 6.857e-02, eta: 5 days, 19:20:06, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5945, loss_cls: 2.9708, loss: 2.9708, grad_norm: 2.4916 2020-07-27 09:46:51,896 - mmaction - INFO - Epoch [98][2020/3757] lr: 6.857e-02, eta: 5 days, 19:19:47, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6273, loss_cls: 2.8739, loss: 2.8739, grad_norm: 2.4798 2020-07-27 09:47:07,691 - mmaction - INFO - Epoch [98][2040/3757] lr: 6.857e-02, eta: 5 days, 19:19:28, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6273, loss_cls: 2.8267, loss: 2.8267, grad_norm: 2.4642 2020-07-27 09:47:23,431 - mmaction - INFO - Epoch [98][2060/3757] lr: 6.857e-02, eta: 5 days, 19:19:09, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6078, loss_cls: 2.9022, loss: 2.9022, grad_norm: 2.5360 2020-07-27 09:47:39,194 - mmaction - INFO - Epoch [98][2080/3757] lr: 6.857e-02, eta: 5 days, 19:18:49, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3266, top5_acc: 0.6117, loss_cls: 3.0067, loss: 3.0067, grad_norm: 2.5854 2020-07-27 09:47:54,966 - mmaction - INFO - Epoch [98][2100/3757] lr: 6.857e-02, eta: 5 days, 19:18:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6203, loss_cls: 2.9051, loss: 2.9051, grad_norm: 2.5462 2020-07-27 09:48:10,709 - mmaction - INFO - Epoch [98][2120/3757] lr: 6.857e-02, eta: 5 days, 19:18:11, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6234, loss_cls: 2.8377, loss: 2.8377, grad_norm: 2.5374 2020-07-27 09:48:26,534 - mmaction - INFO - Epoch [98][2140/3757] lr: 6.857e-02, eta: 5 days, 19:17:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5922, loss_cls: 3.0194, loss: 3.0194, grad_norm: 2.6038 2020-07-27 09:48:42,404 - mmaction - INFO - Epoch [98][2160/3757] lr: 6.857e-02, eta: 5 days, 19:17:32, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6062, loss_cls: 2.9483, loss: 2.9483, grad_norm: 2.5291 2020-07-27 09:48:58,090 - mmaction - INFO - Epoch [98][2180/3757] lr: 6.857e-02, eta: 5 days, 19:17:13, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5695, loss_cls: 3.0486, loss: 3.0486, grad_norm: 2.5906 2020-07-27 09:49:13,872 - mmaction - INFO - Epoch [98][2200/3757] lr: 6.857e-02, eta: 5 days, 19:16:54, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6180, loss_cls: 2.8839, loss: 2.8839, grad_norm: 2.5373 2020-07-27 09:49:29,708 - mmaction - INFO - Epoch [98][2220/3757] lr: 6.857e-02, eta: 5 days, 19:16:34, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6008, loss_cls: 2.9659, loss: 2.9659, grad_norm: 2.5305 2020-07-27 09:49:45,434 - mmaction - INFO - Epoch [98][2240/3757] lr: 6.857e-02, eta: 5 days, 19:16:15, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6094, loss_cls: 2.8796, loss: 2.8796, grad_norm: 2.4939 2020-07-27 09:50:01,340 - mmaction - INFO - Epoch [98][2260/3757] lr: 6.857e-02, eta: 5 days, 19:15:56, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6219, loss_cls: 2.8897, loss: 2.8897, grad_norm: 2.5964 2020-07-27 09:50:17,135 - mmaction - INFO - Epoch [98][2280/3757] lr: 6.857e-02, eta: 5 days, 19:15:37, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5922, loss_cls: 3.0259, loss: 3.0259, grad_norm: 2.6049 2020-07-27 09:50:32,942 - mmaction - INFO - Epoch [98][2300/3757] lr: 6.857e-02, eta: 5 days, 19:15:18, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5945, loss_cls: 2.9490, loss: 2.9490, grad_norm: 2.5463 2020-07-27 09:50:48,864 - mmaction - INFO - Epoch [98][2320/3757] lr: 6.857e-02, eta: 5 days, 19:14:59, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6000, loss_cls: 2.9792, loss: 2.9792, grad_norm: 2.5913 2020-07-27 09:51:04,649 - mmaction - INFO - Epoch [98][2340/3757] lr: 6.857e-02, eta: 5 days, 19:14:39, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5891, loss_cls: 3.0385, loss: 3.0385, grad_norm: 2.5386 2020-07-27 09:51:21,149 - mmaction - INFO - Epoch [98][2360/3757] lr: 6.857e-02, eta: 5 days, 19:14:22, time: 0.825, data_time: 0.015, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5977, loss_cls: 3.0017, loss: 3.0017, grad_norm: 2.5288 2020-07-27 09:51:36,913 - mmaction - INFO - Epoch [98][2380/3757] lr: 6.857e-02, eta: 5 days, 19:14:02, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5867, loss_cls: 3.0721, loss: 3.0721, grad_norm: 2.5444 2020-07-27 09:51:53,023 - mmaction - INFO - Epoch [98][2400/3757] lr: 6.857e-02, eta: 5 days, 19:13:44, time: 0.806, data_time: 0.014, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6219, loss_cls: 2.8678, loss: 2.8678, grad_norm: 2.4559 2020-07-27 09:52:09,290 - mmaction - INFO - Epoch [98][2420/3757] lr: 6.857e-02, eta: 5 days, 19:13:26, time: 0.813, data_time: 0.023, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6172, loss_cls: 2.8707, loss: 2.8707, grad_norm: 2.5045 2020-07-27 09:52:25,116 - mmaction - INFO - Epoch [98][2440/3757] lr: 6.857e-02, eta: 5 days, 19:13:06, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6047, loss_cls: 2.9609, loss: 2.9609, grad_norm: 2.5418 2020-07-27 09:52:40,882 - mmaction - INFO - Epoch [98][2460/3757] lr: 6.857e-02, eta: 5 days, 19:12:47, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5961, loss_cls: 3.0221, loss: 3.0221, grad_norm: 2.6035 2020-07-27 09:52:56,641 - mmaction - INFO - Epoch [98][2480/3757] lr: 6.857e-02, eta: 5 days, 19:12:28, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.6000, loss_cls: 3.0355, loss: 3.0355, grad_norm: 2.5071 2020-07-27 09:53:12,465 - mmaction - INFO - Epoch [98][2500/3757] lr: 6.857e-02, eta: 5 days, 19:12:09, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6156, loss_cls: 2.9132, loss: 2.9132, grad_norm: 2.4731 2020-07-27 09:53:28,260 - mmaction - INFO - Epoch [98][2520/3757] lr: 6.857e-02, eta: 5 days, 19:11:49, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6156, loss_cls: 2.9121, loss: 2.9121, grad_norm: 2.4749 2020-07-27 09:53:44,057 - mmaction - INFO - Epoch [98][2540/3757] lr: 6.857e-02, eta: 5 days, 19:11:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6297, loss_cls: 2.8611, loss: 2.8611, grad_norm: 2.5854 2020-07-27 09:53:59,835 - mmaction - INFO - Epoch [98][2560/3757] lr: 6.857e-02, eta: 5 days, 19:11:11, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.5914, loss_cls: 2.9522, loss: 2.9522, grad_norm: 2.4974 2020-07-27 09:54:15,650 - mmaction - INFO - Epoch [98][2580/3757] lr: 6.857e-02, eta: 5 days, 19:10:52, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6258, loss_cls: 2.8965, loss: 2.8965, grad_norm: 2.4909 2020-07-27 09:54:31,417 - mmaction - INFO - Epoch [98][2600/3757] lr: 6.857e-02, eta: 5 days, 19:10:32, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6141, loss_cls: 2.8907, loss: 2.8907, grad_norm: 2.5027 2020-07-27 09:54:47,189 - mmaction - INFO - Epoch [98][2620/3757] lr: 6.857e-02, eta: 5 days, 19:10:13, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6078, loss_cls: 2.9192, loss: 2.9192, grad_norm: 2.6038 2020-07-27 09:55:02,925 - mmaction - INFO - Epoch [98][2640/3757] lr: 6.857e-02, eta: 5 days, 19:09:54, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6086, loss_cls: 2.9227, loss: 2.9227, grad_norm: 2.5571 2020-07-27 09:55:18,665 - mmaction - INFO - Epoch [98][2660/3757] lr: 6.857e-02, eta: 5 days, 19:09:34, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6133, loss_cls: 2.9393, loss: 2.9393, grad_norm: 2.5473 2020-07-27 09:55:34,418 - mmaction - INFO - Epoch [98][2680/3757] lr: 6.857e-02, eta: 5 days, 19:09:15, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5984, loss_cls: 2.9968, loss: 2.9968, grad_norm: 2.4917 2020-07-27 09:55:50,167 - mmaction - INFO - Epoch [98][2700/3757] lr: 6.857e-02, eta: 5 days, 19:08:56, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3805, top5_acc: 0.6117, loss_cls: 2.8963, loss: 2.8963, grad_norm: 2.5245 2020-07-27 09:56:05,932 - mmaction - INFO - Epoch [98][2720/3757] lr: 6.857e-02, eta: 5 days, 19:08:36, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.5930, loss_cls: 2.9664, loss: 2.9664, grad_norm: 2.5616 2020-07-27 09:56:21,668 - mmaction - INFO - Epoch [98][2740/3757] lr: 6.857e-02, eta: 5 days, 19:08:17, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6320, loss_cls: 2.7933, loss: 2.7933, grad_norm: 2.5225 2020-07-27 09:56:37,448 - mmaction - INFO - Epoch [98][2760/3757] lr: 6.857e-02, eta: 5 days, 19:07:58, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6016, loss_cls: 2.9678, loss: 2.9678, grad_norm: 2.5424 2020-07-27 09:56:53,214 - mmaction - INFO - Epoch [98][2780/3757] lr: 6.857e-02, eta: 5 days, 19:07:38, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6047, loss_cls: 2.9471, loss: 2.9471, grad_norm: 2.5049 2020-07-27 09:57:09,048 - mmaction - INFO - Epoch [98][2800/3757] lr: 6.857e-02, eta: 5 days, 19:07:19, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6070, loss_cls: 2.9637, loss: 2.9637, grad_norm: 2.5234 2020-07-27 09:57:24,806 - mmaction - INFO - Epoch [98][2820/3757] lr: 6.857e-02, eta: 5 days, 19:07:00, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6156, loss_cls: 2.9450, loss: 2.9450, grad_norm: 2.5331 2020-07-27 09:57:40,610 - mmaction - INFO - Epoch [98][2840/3757] lr: 6.857e-02, eta: 5 days, 19:06:41, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6242, loss_cls: 2.8289, loss: 2.8289, grad_norm: 2.5231 2020-07-27 09:57:56,374 - mmaction - INFO - Epoch [98][2860/3757] lr: 6.857e-02, eta: 5 days, 19:06:21, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6117, loss_cls: 2.8814, loss: 2.8814, grad_norm: 2.5765 2020-07-27 09:58:12,136 - mmaction - INFO - Epoch [98][2880/3757] lr: 6.857e-02, eta: 5 days, 19:06:02, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6031, loss_cls: 2.9198, loss: 2.9198, grad_norm: 2.5348 2020-07-27 09:58:27,920 - mmaction - INFO - Epoch [98][2900/3757] lr: 6.857e-02, eta: 5 days, 19:05:43, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5938, loss_cls: 2.9692, loss: 2.9692, grad_norm: 2.4895 2020-07-27 09:58:43,754 - mmaction - INFO - Epoch [98][2920/3757] lr: 6.857e-02, eta: 5 days, 19:05:24, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5758, loss_cls: 3.0375, loss: 3.0375, grad_norm: 2.6148 2020-07-27 09:58:59,634 - mmaction - INFO - Epoch [98][2940/3757] lr: 6.857e-02, eta: 5 days, 19:05:05, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6195, loss_cls: 2.9376, loss: 2.9376, grad_norm: 2.5290 2020-07-27 09:59:15,477 - mmaction - INFO - Epoch [98][2960/3757] lr: 6.857e-02, eta: 5 days, 19:04:45, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6266, loss_cls: 2.8298, loss: 2.8298, grad_norm: 2.5328 2020-07-27 09:59:31,303 - mmaction - INFO - Epoch [98][2980/3757] lr: 6.857e-02, eta: 5 days, 19:04:26, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6148, loss_cls: 2.9213, loss: 2.9213, grad_norm: 2.5511 2020-07-27 09:59:47,076 - mmaction - INFO - Epoch [98][3000/3757] lr: 6.857e-02, eta: 5 days, 19:04:07, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.9342, loss: 2.9342, grad_norm: 2.5877 2020-07-27 10:00:10,098 - mmaction - INFO - Epoch [98][3020/3757] lr: 6.857e-02, eta: 5 days, 19:04:04, time: 1.143, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6039, loss_cls: 2.9625, loss: 2.9625, grad_norm: 2.4955 2020-07-27 10:00:25,847 - mmaction - INFO - Epoch [98][3040/3757] lr: 6.857e-02, eta: 5 days, 19:03:45, time: 0.795, data_time: 0.010, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6211, loss_cls: 2.8570, loss: 2.8570, grad_norm: 2.5355 2020-07-27 10:00:41,674 - mmaction - INFO - Epoch [98][3060/3757] lr: 6.857e-02, eta: 5 days, 19:03:26, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6242, loss_cls: 2.8569, loss: 2.8569, grad_norm: 2.4670 2020-07-27 10:00:57,501 - mmaction - INFO - Epoch [98][3080/3757] lr: 6.857e-02, eta: 5 days, 19:03:07, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3812, top5_acc: 0.6188, loss_cls: 2.8393, loss: 2.8393, grad_norm: 2.4858 2020-07-27 10:01:13,199 - mmaction - INFO - Epoch [98][3100/3757] lr: 6.857e-02, eta: 5 days, 19:02:47, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6031, loss_cls: 2.9653, loss: 2.9653, grad_norm: 2.5871 2020-07-27 10:01:28,969 - mmaction - INFO - Epoch [98][3120/3757] lr: 6.857e-02, eta: 5 days, 19:02:28, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6250, loss_cls: 2.8480, loss: 2.8480, grad_norm: 2.5999 2020-07-27 10:01:44,734 - mmaction - INFO - Epoch [98][3140/3757] lr: 6.857e-02, eta: 5 days, 19:02:09, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3812, top5_acc: 0.6250, loss_cls: 2.8576, loss: 2.8576, grad_norm: 2.5081 2020-07-27 10:02:00,548 - mmaction - INFO - Epoch [98][3160/3757] lr: 6.857e-02, eta: 5 days, 19:01:49, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6117, loss_cls: 2.9269, loss: 2.9269, grad_norm: 2.5706 2020-07-27 10:02:16,353 - mmaction - INFO - Epoch [98][3180/3757] lr: 6.857e-02, eta: 5 days, 19:01:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6203, loss_cls: 2.9085, loss: 2.9085, grad_norm: 2.4820 2020-07-27 10:02:32,277 - mmaction - INFO - Epoch [98][3200/3757] lr: 6.857e-02, eta: 5 days, 19:01:11, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6094, loss_cls: 2.8639, loss: 2.8639, grad_norm: 2.4895 2020-07-27 10:02:48,122 - mmaction - INFO - Epoch [98][3220/3757] lr: 6.857e-02, eta: 5 days, 19:00:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5922, loss_cls: 2.9398, loss: 2.9398, grad_norm: 2.5683 2020-07-27 10:03:03,897 - mmaction - INFO - Epoch [98][3240/3757] lr: 6.857e-02, eta: 5 days, 19:00:33, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6047, loss_cls: 2.9620, loss: 2.9620, grad_norm: 2.5863 2020-07-27 10:03:19,673 - mmaction - INFO - Epoch [98][3260/3757] lr: 6.857e-02, eta: 5 days, 19:00:14, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6172, loss_cls: 2.8775, loss: 2.8775, grad_norm: 2.5067 2020-07-27 10:03:35,462 - mmaction - INFO - Epoch [98][3280/3757] lr: 6.857e-02, eta: 5 days, 18:59:54, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5891, loss_cls: 2.9950, loss: 2.9950, grad_norm: 2.5842 2020-07-27 10:03:51,251 - mmaction - INFO - Epoch [98][3300/3757] lr: 6.857e-02, eta: 5 days, 18:59:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6070, loss_cls: 2.9454, loss: 2.9454, grad_norm: 2.4495 2020-07-27 10:04:07,028 - mmaction - INFO - Epoch [98][3320/3757] lr: 6.857e-02, eta: 5 days, 18:59:16, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5984, loss_cls: 2.9471, loss: 2.9471, grad_norm: 2.5528 2020-07-27 10:04:22,902 - mmaction - INFO - Epoch [98][3340/3757] lr: 6.857e-02, eta: 5 days, 18:58:57, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5891, loss_cls: 3.0222, loss: 3.0222, grad_norm: 2.5991 2020-07-27 10:04:38,761 - mmaction - INFO - Epoch [98][3360/3757] lr: 6.857e-02, eta: 5 days, 18:58:38, time: 0.795, data_time: 0.006, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5953, loss_cls: 2.9725, loss: 2.9725, grad_norm: 2.5492 2020-07-27 10:04:54,542 - mmaction - INFO - Epoch [98][3380/3757] lr: 6.857e-02, eta: 5 days, 18:58:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6102, loss_cls: 2.8958, loss: 2.8958, grad_norm: 2.5008 2020-07-27 10:05:10,384 - mmaction - INFO - Epoch [98][3400/3757] lr: 6.857e-02, eta: 5 days, 18:57:59, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.5992, loss_cls: 2.9704, loss: 2.9704, grad_norm: 2.5172 2020-07-27 10:05:26,228 - mmaction - INFO - Epoch [98][3420/3757] lr: 6.857e-02, eta: 5 days, 18:57:40, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6055, loss_cls: 2.9548, loss: 2.9548, grad_norm: 2.6011 2020-07-27 10:05:42,013 - mmaction - INFO - Epoch [98][3440/3757] lr: 6.857e-02, eta: 5 days, 18:57:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.0958, loss: 3.0958, grad_norm: 2.5590 2020-07-27 10:05:57,858 - mmaction - INFO - Epoch [98][3460/3757] lr: 6.857e-02, eta: 5 days, 18:57:02, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5977, loss_cls: 2.9506, loss: 2.9506, grad_norm: 2.4617 2020-07-27 10:06:13,700 - mmaction - INFO - Epoch [98][3480/3757] lr: 6.857e-02, eta: 5 days, 18:56:43, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3852, top5_acc: 0.6281, loss_cls: 2.8224, loss: 2.8224, grad_norm: 2.4760 2020-07-27 10:06:29,466 - mmaction - INFO - Epoch [98][3500/3757] lr: 6.857e-02, eta: 5 days, 18:56:24, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6086, loss_cls: 2.9527, loss: 2.9527, grad_norm: 2.5326 2020-07-27 10:06:45,276 - mmaction - INFO - Epoch [98][3520/3757] lr: 6.857e-02, eta: 5 days, 18:56:04, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5953, loss_cls: 2.9611, loss: 2.9611, grad_norm: 2.5196 2020-07-27 10:07:01,078 - mmaction - INFO - Epoch [98][3540/3757] lr: 6.857e-02, eta: 5 days, 18:55:45, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6102, loss_cls: 2.9169, loss: 2.9169, grad_norm: 2.4838 2020-07-27 10:07:16,860 - mmaction - INFO - Epoch [98][3560/3757] lr: 6.857e-02, eta: 5 days, 18:55:26, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5945, loss_cls: 2.9704, loss: 2.9704, grad_norm: 2.5023 2020-07-27 10:07:32,691 - mmaction - INFO - Epoch [98][3580/3757] lr: 6.857e-02, eta: 5 days, 18:55:07, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6133, loss_cls: 2.8396, loss: 2.8396, grad_norm: 2.5302 2020-07-27 10:07:48,510 - mmaction - INFO - Epoch [98][3600/3757] lr: 6.857e-02, eta: 5 days, 18:54:48, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3664, top5_acc: 0.5992, loss_cls: 2.9444, loss: 2.9444, grad_norm: 2.5004 2020-07-27 10:08:04,699 - mmaction - INFO - Epoch [98][3620/3757] lr: 6.857e-02, eta: 5 days, 18:54:29, time: 0.810, data_time: 0.014, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6070, loss_cls: 2.9358, loss: 2.9358, grad_norm: 2.4982 2020-07-27 10:08:20,484 - mmaction - INFO - Epoch [98][3640/3757] lr: 6.857e-02, eta: 5 days, 18:54:10, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6227, loss_cls: 2.8680, loss: 2.8680, grad_norm: 2.5693 2020-07-27 10:08:36,292 - mmaction - INFO - Epoch [98][3660/3757] lr: 6.857e-02, eta: 5 days, 18:53:51, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6094, loss_cls: 2.9357, loss: 2.9357, grad_norm: 2.5577 2020-07-27 10:08:52,100 - mmaction - INFO - Epoch [98][3680/3757] lr: 6.857e-02, eta: 5 days, 18:53:32, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6203, loss_cls: 2.8730, loss: 2.8730, grad_norm: 2.5672 2020-07-27 10:09:07,916 - mmaction - INFO - Epoch [98][3700/3757] lr: 6.857e-02, eta: 5 days, 18:53:12, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6180, loss_cls: 2.9294, loss: 2.9294, grad_norm: 2.5582 2020-07-27 10:09:23,716 - mmaction - INFO - Epoch [98][3720/3757] lr: 6.857e-02, eta: 5 days, 18:52:53, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6039, loss_cls: 3.0083, loss: 3.0083, grad_norm: 2.4956 2020-07-27 10:09:39,547 - mmaction - INFO - Epoch [98][3740/3757] lr: 6.857e-02, eta: 5 days, 18:52:34, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5961, loss_cls: 3.0090, loss: 3.0090, grad_norm: 2.5507 2020-07-27 10:13:26,473 - mmaction - INFO - Epoch [99][20/3757] lr: 6.799e-02, eta: 5 days, 18:58:29, time: 10.113, data_time: 9.217, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6266, loss_cls: 2.8451, loss: 2.8451, grad_norm: 2.5515 2020-07-27 10:13:42,277 - mmaction - INFO - Epoch [99][40/3757] lr: 6.799e-02, eta: 5 days, 18:58:10, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6188, loss_cls: 2.8554, loss: 2.8554, grad_norm: 2.5874 2020-07-27 10:13:58,082 - mmaction - INFO - Epoch [99][60/3757] lr: 6.799e-02, eta: 5 days, 18:57:51, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6250, loss_cls: 2.8689, loss: 2.8689, grad_norm: 2.5844 2020-07-27 10:14:14,003 - mmaction - INFO - Epoch [99][80/3757] lr: 6.799e-02, eta: 5 days, 18:57:32, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6000, loss_cls: 3.0073, loss: 3.0073, grad_norm: 2.6363 2020-07-27 10:14:29,840 - mmaction - INFO - Epoch [99][100/3757] lr: 6.799e-02, eta: 5 days, 18:57:13, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6281, loss_cls: 2.8820, loss: 2.8820, grad_norm: 2.5655 2020-07-27 10:14:45,642 - mmaction - INFO - Epoch [99][120/3757] lr: 6.799e-02, eta: 5 days, 18:56:53, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6195, loss_cls: 2.8911, loss: 2.8911, grad_norm: 2.5207 2020-07-27 10:15:01,503 - mmaction - INFO - Epoch [99][140/3757] lr: 6.799e-02, eta: 5 days, 18:56:34, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6023, loss_cls: 2.9039, loss: 2.9039, grad_norm: 2.5047 2020-07-27 10:15:17,266 - mmaction - INFO - Epoch [99][160/3757] lr: 6.799e-02, eta: 5 days, 18:56:15, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6180, loss_cls: 2.9109, loss: 2.9109, grad_norm: 2.5151 2020-07-27 10:15:33,105 - mmaction - INFO - Epoch [99][180/3757] lr: 6.799e-02, eta: 5 days, 18:55:56, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6109, loss_cls: 2.9147, loss: 2.9147, grad_norm: 2.5566 2020-07-27 10:15:48,931 - mmaction - INFO - Epoch [99][200/3757] lr: 6.799e-02, eta: 5 days, 18:55:37, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6078, loss_cls: 2.9466, loss: 2.9466, grad_norm: 2.5783 2020-07-27 10:16:04,673 - mmaction - INFO - Epoch [99][220/3757] lr: 6.799e-02, eta: 5 days, 18:55:17, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3812, top5_acc: 0.6211, loss_cls: 2.8058, loss: 2.8058, grad_norm: 2.5198 2020-07-27 10:16:20,542 - mmaction - INFO - Epoch [99][240/3757] lr: 6.799e-02, eta: 5 days, 18:54:58, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6242, loss_cls: 2.8323, loss: 2.8323, grad_norm: 2.4997 2020-07-27 10:16:36,323 - mmaction - INFO - Epoch [99][260/3757] lr: 6.799e-02, eta: 5 days, 18:54:39, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6008, loss_cls: 2.8600, loss: 2.8600, grad_norm: 2.4959 2020-07-27 10:16:52,061 - mmaction - INFO - Epoch [99][280/3757] lr: 6.799e-02, eta: 5 days, 18:54:19, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6086, loss_cls: 2.9302, loss: 2.9302, grad_norm: 2.5667 2020-07-27 10:17:07,938 - mmaction - INFO - Epoch [99][300/3757] lr: 6.799e-02, eta: 5 days, 18:54:00, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6242, loss_cls: 2.8731, loss: 2.8731, grad_norm: 2.5977 2020-07-27 10:17:23,705 - mmaction - INFO - Epoch [99][320/3757] lr: 6.799e-02, eta: 5 days, 18:53:41, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6273, loss_cls: 2.8749, loss: 2.8749, grad_norm: 2.5938 2020-07-27 10:17:39,456 - mmaction - INFO - Epoch [99][340/3757] lr: 6.799e-02, eta: 5 days, 18:53:22, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6188, loss_cls: 2.8605, loss: 2.8605, grad_norm: 2.6128 2020-07-27 10:17:55,285 - mmaction - INFO - Epoch [99][360/3757] lr: 6.799e-02, eta: 5 days, 18:53:03, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6242, loss_cls: 2.8187, loss: 2.8187, grad_norm: 2.5103 2020-07-27 10:18:11,083 - mmaction - INFO - Epoch [99][380/3757] lr: 6.799e-02, eta: 5 days, 18:52:43, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.5875, loss_cls: 2.9574, loss: 2.9574, grad_norm: 2.4979 2020-07-27 10:18:26,867 - mmaction - INFO - Epoch [99][400/3757] lr: 6.799e-02, eta: 5 days, 18:52:24, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6344, loss_cls: 2.8541, loss: 2.8541, grad_norm: 2.5417 2020-07-27 10:18:42,629 - mmaction - INFO - Epoch [99][420/3757] lr: 6.799e-02, eta: 5 days, 18:52:05, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6258, loss_cls: 2.8419, loss: 2.8419, grad_norm: 2.5202 2020-07-27 10:18:58,427 - mmaction - INFO - Epoch [99][440/3757] lr: 6.799e-02, eta: 5 days, 18:51:45, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6234, loss_cls: 2.8745, loss: 2.8745, grad_norm: 2.5187 2020-07-27 10:19:14,241 - mmaction - INFO - Epoch [99][460/3757] lr: 6.799e-02, eta: 5 days, 18:51:26, time: 0.791, data_time: 0.007, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6273, loss_cls: 2.8699, loss: 2.8699, grad_norm: 2.5330 2020-07-27 10:19:30,055 - mmaction - INFO - Epoch [99][480/3757] lr: 6.799e-02, eta: 5 days, 18:51:07, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6164, loss_cls: 2.9507, loss: 2.9507, grad_norm: 2.6457 2020-07-27 10:19:45,852 - mmaction - INFO - Epoch [99][500/3757] lr: 6.799e-02, eta: 5 days, 18:50:48, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6039, loss_cls: 2.9196, loss: 2.9196, grad_norm: 2.5522 2020-07-27 10:20:01,660 - mmaction - INFO - Epoch [99][520/3757] lr: 6.799e-02, eta: 5 days, 18:50:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9647, loss: 2.9647, grad_norm: 2.5404 2020-07-27 10:20:17,423 - mmaction - INFO - Epoch [99][540/3757] lr: 6.799e-02, eta: 5 days, 18:50:09, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6086, loss_cls: 2.8719, loss: 2.8719, grad_norm: 2.4967 2020-07-27 10:20:33,216 - mmaction - INFO - Epoch [99][560/3757] lr: 6.799e-02, eta: 5 days, 18:49:50, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6180, loss_cls: 2.8842, loss: 2.8842, grad_norm: 2.6130 2020-07-27 10:20:48,965 - mmaction - INFO - Epoch [99][580/3757] lr: 6.799e-02, eta: 5 days, 18:49:31, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6109, loss_cls: 2.9593, loss: 2.9593, grad_norm: 2.5600 2020-07-27 10:21:04,713 - mmaction - INFO - Epoch [99][600/3757] lr: 6.799e-02, eta: 5 days, 18:49:11, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6141, loss_cls: 2.9057, loss: 2.9057, grad_norm: 2.5621 2020-07-27 10:21:20,446 - mmaction - INFO - Epoch [99][620/3757] lr: 6.799e-02, eta: 5 days, 18:48:52, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6180, loss_cls: 2.8585, loss: 2.8585, grad_norm: 2.5512 2020-07-27 10:21:36,325 - mmaction - INFO - Epoch [99][640/3757] lr: 6.799e-02, eta: 5 days, 18:48:33, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6188, loss_cls: 2.8288, loss: 2.8288, grad_norm: 2.6190 2020-07-27 10:21:52,085 - mmaction - INFO - Epoch [99][660/3757] lr: 6.799e-02, eta: 5 days, 18:48:14, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5992, loss_cls: 2.9677, loss: 2.9677, grad_norm: 2.5573 2020-07-27 10:22:07,848 - mmaction - INFO - Epoch [99][680/3757] lr: 6.799e-02, eta: 5 days, 18:47:54, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6047, loss_cls: 2.9454, loss: 2.9454, grad_norm: 2.5950 2020-07-27 10:22:23,743 - mmaction - INFO - Epoch [99][700/3757] lr: 6.799e-02, eta: 5 days, 18:47:35, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6039, loss_cls: 2.9568, loss: 2.9568, grad_norm: 2.4893 2020-07-27 10:22:39,546 - mmaction - INFO - Epoch [99][720/3757] lr: 6.799e-02, eta: 5 days, 18:47:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6117, loss_cls: 2.9943, loss: 2.9943, grad_norm: 2.5307 2020-07-27 10:22:55,289 - mmaction - INFO - Epoch [99][740/3757] lr: 6.799e-02, eta: 5 days, 18:46:57, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6156, loss_cls: 2.9399, loss: 2.9399, grad_norm: 2.5783 2020-07-27 10:23:11,091 - mmaction - INFO - Epoch [99][760/3757] lr: 6.799e-02, eta: 5 days, 18:46:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6156, loss_cls: 2.8965, loss: 2.8965, grad_norm: 2.5557 2020-07-27 10:23:26,799 - mmaction - INFO - Epoch [99][780/3757] lr: 6.799e-02, eta: 5 days, 18:46:18, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5898, loss_cls: 2.9903, loss: 2.9903, grad_norm: 2.5661 2020-07-27 10:23:42,537 - mmaction - INFO - Epoch [99][800/3757] lr: 6.799e-02, eta: 5 days, 18:45:59, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6164, loss_cls: 2.9127, loss: 2.9127, grad_norm: 2.5524 2020-07-27 10:23:58,327 - mmaction - INFO - Epoch [99][820/3757] lr: 6.799e-02, eta: 5 days, 18:45:39, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6156, loss_cls: 2.9107, loss: 2.9107, grad_norm: 2.5704 2020-07-27 10:24:14,143 - mmaction - INFO - Epoch [99][840/3757] lr: 6.799e-02, eta: 5 days, 18:45:20, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 2.9659, loss: 2.9659, grad_norm: 2.5623 2020-07-27 10:24:29,905 - mmaction - INFO - Epoch [99][860/3757] lr: 6.799e-02, eta: 5 days, 18:45:01, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3836, top5_acc: 0.6273, loss_cls: 2.8092, loss: 2.8092, grad_norm: 2.5890 2020-07-27 10:24:45,697 - mmaction - INFO - Epoch [99][880/3757] lr: 6.799e-02, eta: 5 days, 18:44:42, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6211, loss_cls: 2.8769, loss: 2.8769, grad_norm: 2.5810 2020-07-27 10:25:01,493 - mmaction - INFO - Epoch [99][900/3757] lr: 6.799e-02, eta: 5 days, 18:44:22, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.5805, loss_cls: 3.0507, loss: 3.0507, grad_norm: 2.5498 2020-07-27 10:25:17,257 - mmaction - INFO - Epoch [99][920/3757] lr: 6.799e-02, eta: 5 days, 18:44:03, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3820, top5_acc: 0.6273, loss_cls: 2.8605, loss: 2.8605, grad_norm: 2.3525 2020-07-27 10:25:33,079 - mmaction - INFO - Epoch [99][940/3757] lr: 6.799e-02, eta: 5 days, 18:43:44, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6172, loss_cls: 2.8815, loss: 2.8815, grad_norm: 2.4730 2020-07-27 10:25:48,845 - mmaction - INFO - Epoch [99][960/3757] lr: 6.799e-02, eta: 5 days, 18:43:25, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6273, loss_cls: 2.9074, loss: 2.9074, grad_norm: 2.5588 2020-07-27 10:26:04,638 - mmaction - INFO - Epoch [99][980/3757] lr: 6.799e-02, eta: 5 days, 18:43:06, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6000, loss_cls: 2.9383, loss: 2.9383, grad_norm: 2.5670 2020-07-27 10:26:20,419 - mmaction - INFO - Epoch [99][1000/3757] lr: 6.799e-02, eta: 5 days, 18:42:46, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6023, loss_cls: 2.9545, loss: 2.9545, grad_norm: 2.5122 2020-07-27 10:26:36,221 - mmaction - INFO - Epoch [99][1020/3757] lr: 6.799e-02, eta: 5 days, 18:42:27, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3797, top5_acc: 0.6266, loss_cls: 2.8530, loss: 2.8530, grad_norm: 2.4686 2020-07-27 10:26:52,057 - mmaction - INFO - Epoch [99][1040/3757] lr: 6.799e-02, eta: 5 days, 18:42:08, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5969, loss_cls: 2.9440, loss: 2.9440, grad_norm: 2.5294 2020-07-27 10:27:07,989 - mmaction - INFO - Epoch [99][1060/3757] lr: 6.799e-02, eta: 5 days, 18:41:49, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6203, loss_cls: 2.8763, loss: 2.8763, grad_norm: 2.5589 2020-07-27 10:27:23,762 - mmaction - INFO - Epoch [99][1080/3757] lr: 6.799e-02, eta: 5 days, 18:41:30, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6008, loss_cls: 2.9908, loss: 2.9908, grad_norm: 2.5603 2020-07-27 10:27:39,699 - mmaction - INFO - Epoch [99][1100/3757] lr: 6.799e-02, eta: 5 days, 18:41:11, time: 0.797, data_time: 0.006, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5867, loss_cls: 2.9881, loss: 2.9881, grad_norm: 2.4291 2020-07-27 10:27:55,583 - mmaction - INFO - Epoch [99][1120/3757] lr: 6.799e-02, eta: 5 days, 18:40:52, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6234, loss_cls: 2.8738, loss: 2.8738, grad_norm: 2.5390 2020-07-27 10:28:11,476 - mmaction - INFO - Epoch [99][1140/3757] lr: 6.799e-02, eta: 5 days, 18:40:33, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.5945, loss_cls: 2.9458, loss: 2.9458, grad_norm: 2.5747 2020-07-27 10:28:27,440 - mmaction - INFO - Epoch [99][1160/3757] lr: 6.799e-02, eta: 5 days, 18:40:14, time: 0.799, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6102, loss_cls: 2.8624, loss: 2.8624, grad_norm: 2.5382 2020-07-27 10:28:43,217 - mmaction - INFO - Epoch [99][1180/3757] lr: 6.799e-02, eta: 5 days, 18:39:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6094, loss_cls: 2.9877, loss: 2.9877, grad_norm: 2.5507 2020-07-27 10:28:59,063 - mmaction - INFO - Epoch [99][1200/3757] lr: 6.799e-02, eta: 5 days, 18:39:36, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 2.9599, loss: 2.9599, grad_norm: 2.5543 2020-07-27 10:29:14,926 - mmaction - INFO - Epoch [99][1220/3757] lr: 6.799e-02, eta: 5 days, 18:39:16, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6109, loss_cls: 2.9199, loss: 2.9199, grad_norm: 2.4408 2020-07-27 10:29:30,717 - mmaction - INFO - Epoch [99][1240/3757] lr: 6.799e-02, eta: 5 days, 18:38:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6234, loss_cls: 2.8624, loss: 2.8624, grad_norm: 2.5042 2020-07-27 10:29:46,487 - mmaction - INFO - Epoch [99][1260/3757] lr: 6.799e-02, eta: 5 days, 18:38:38, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6289, loss_cls: 2.8765, loss: 2.8765, grad_norm: 2.5510 2020-07-27 10:30:02,306 - mmaction - INFO - Epoch [99][1280/3757] lr: 6.799e-02, eta: 5 days, 18:38:19, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6055, loss_cls: 2.9903, loss: 2.9903, grad_norm: 2.5305 2020-07-27 10:30:18,031 - mmaction - INFO - Epoch [99][1300/3757] lr: 6.799e-02, eta: 5 days, 18:37:59, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6289, loss_cls: 2.8649, loss: 2.8649, grad_norm: 2.5037 2020-07-27 10:30:33,783 - mmaction - INFO - Epoch [99][1320/3757] lr: 6.799e-02, eta: 5 days, 18:37:40, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6164, loss_cls: 2.8751, loss: 2.8751, grad_norm: 2.5141 2020-07-27 10:30:49,632 - mmaction - INFO - Epoch [99][1340/3757] lr: 6.799e-02, eta: 5 days, 18:37:21, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6125, loss_cls: 2.8981, loss: 2.8981, grad_norm: 2.5110 2020-07-27 10:31:05,416 - mmaction - INFO - Epoch [99][1360/3757] lr: 6.799e-02, eta: 5 days, 18:37:02, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6180, loss_cls: 2.9488, loss: 2.9488, grad_norm: 2.5434 2020-07-27 10:31:21,181 - mmaction - INFO - Epoch [99][1380/3757] lr: 6.799e-02, eta: 5 days, 18:36:42, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3680, top5_acc: 0.5891, loss_cls: 2.9210, loss: 2.9210, grad_norm: 2.5255 2020-07-27 10:31:36,917 - mmaction - INFO - Epoch [99][1400/3757] lr: 6.799e-02, eta: 5 days, 18:36:23, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6305, loss_cls: 2.8785, loss: 2.8785, grad_norm: 2.5707 2020-07-27 10:31:52,817 - mmaction - INFO - Epoch [99][1420/3757] lr: 6.799e-02, eta: 5 days, 18:36:04, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6086, loss_cls: 2.9544, loss: 2.9544, grad_norm: 2.6337 2020-07-27 10:32:08,510 - mmaction - INFO - Epoch [99][1440/3757] lr: 6.799e-02, eta: 5 days, 18:35:45, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6086, loss_cls: 2.9552, loss: 2.9552, grad_norm: 2.5089 2020-07-27 10:32:24,258 - mmaction - INFO - Epoch [99][1460/3757] lr: 6.799e-02, eta: 5 days, 18:35:25, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5945, loss_cls: 2.9661, loss: 2.9661, grad_norm: 2.5571 2020-07-27 10:32:40,143 - mmaction - INFO - Epoch [99][1480/3757] lr: 6.799e-02, eta: 5 days, 18:35:06, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6250, loss_cls: 2.8557, loss: 2.8557, grad_norm: 2.5406 2020-07-27 10:32:55,983 - mmaction - INFO - Epoch [99][1500/3757] lr: 6.799e-02, eta: 5 days, 18:34:47, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6109, loss_cls: 2.8680, loss: 2.8680, grad_norm: 2.5518 2020-07-27 10:33:11,830 - mmaction - INFO - Epoch [99][1520/3757] lr: 6.799e-02, eta: 5 days, 18:34:28, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6117, loss_cls: 2.9328, loss: 2.9328, grad_norm: 2.5270 2020-07-27 10:33:27,680 - mmaction - INFO - Epoch [99][1540/3757] lr: 6.799e-02, eta: 5 days, 18:34:09, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3234, top5_acc: 0.5852, loss_cls: 3.0154, loss: 3.0154, grad_norm: 2.5963 2020-07-27 10:33:43,513 - mmaction - INFO - Epoch [99][1560/3757] lr: 6.799e-02, eta: 5 days, 18:33:50, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6102, loss_cls: 2.8898, loss: 2.8898, grad_norm: 2.5304 2020-07-27 10:33:59,308 - mmaction - INFO - Epoch [99][1580/3757] lr: 6.799e-02, eta: 5 days, 18:33:31, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6195, loss_cls: 2.8627, loss: 2.8627, grad_norm: 2.4872 2020-07-27 10:34:15,453 - mmaction - INFO - Epoch [99][1600/3757] lr: 6.799e-02, eta: 5 days, 18:33:12, time: 0.808, data_time: 0.016, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6273, loss_cls: 2.8573, loss: 2.8573, grad_norm: 2.5413 2020-07-27 10:34:31,218 - mmaction - INFO - Epoch [99][1620/3757] lr: 6.799e-02, eta: 5 days, 18:32:53, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5922, loss_cls: 2.9998, loss: 2.9998, grad_norm: 2.5765 2020-07-27 10:34:47,048 - mmaction - INFO - Epoch [99][1640/3757] lr: 6.799e-02, eta: 5 days, 18:32:34, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6367, loss_cls: 2.8571, loss: 2.8571, grad_norm: 2.5500 2020-07-27 10:35:02,859 - mmaction - INFO - Epoch [99][1660/3757] lr: 6.799e-02, eta: 5 days, 18:32:15, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3648, top5_acc: 0.5992, loss_cls: 2.9538, loss: 2.9538, grad_norm: 2.5031 2020-07-27 10:35:18,511 - mmaction - INFO - Epoch [99][1680/3757] lr: 6.799e-02, eta: 5 days, 18:31:55, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3703, top5_acc: 0.5969, loss_cls: 2.9594, loss: 2.9594, grad_norm: 2.4952 2020-07-27 10:35:34,258 - mmaction - INFO - Epoch [99][1700/3757] lr: 6.799e-02, eta: 5 days, 18:31:36, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6281, loss_cls: 2.8211, loss: 2.8211, grad_norm: 2.5326 2020-07-27 10:35:50,063 - mmaction - INFO - Epoch [99][1720/3757] lr: 6.799e-02, eta: 5 days, 18:31:17, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.9216, loss: 2.9216, grad_norm: 2.5698 2020-07-27 10:36:05,823 - mmaction - INFO - Epoch [99][1740/3757] lr: 6.799e-02, eta: 5 days, 18:30:57, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6055, loss_cls: 2.9043, loss: 2.9043, grad_norm: 2.5218 2020-07-27 10:36:21,619 - mmaction - INFO - Epoch [99][1760/3757] lr: 6.799e-02, eta: 5 days, 18:30:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6078, loss_cls: 2.9384, loss: 2.9384, grad_norm: 2.5072 2020-07-27 10:36:37,383 - mmaction - INFO - Epoch [99][1780/3757] lr: 6.799e-02, eta: 5 days, 18:30:19, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6125, loss_cls: 2.9179, loss: 2.9179, grad_norm: 2.5371 2020-07-27 10:36:53,196 - mmaction - INFO - Epoch [99][1800/3757] lr: 6.799e-02, eta: 5 days, 18:30:00, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6211, loss_cls: 2.9017, loss: 2.9017, grad_norm: 2.5582 2020-07-27 10:37:09,049 - mmaction - INFO - Epoch [99][1820/3757] lr: 6.799e-02, eta: 5 days, 18:29:41, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6258, loss_cls: 2.8772, loss: 2.8772, grad_norm: 2.5616 2020-07-27 10:37:24,763 - mmaction - INFO - Epoch [99][1840/3757] lr: 6.799e-02, eta: 5 days, 18:29:21, time: 0.787, data_time: 0.005, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6109, loss_cls: 2.9446, loss: 2.9446, grad_norm: 2.5983 2020-07-27 10:37:40,559 - mmaction - INFO - Epoch [99][1860/3757] lr: 6.799e-02, eta: 5 days, 18:29:02, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 2.9638, loss: 2.9638, grad_norm: 2.5433 2020-07-27 10:37:56,349 - mmaction - INFO - Epoch [99][1880/3757] lr: 6.799e-02, eta: 5 days, 18:28:43, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6133, loss_cls: 2.8865, loss: 2.8865, grad_norm: 2.5517 2020-07-27 10:38:12,169 - mmaction - INFO - Epoch [99][1900/3757] lr: 6.799e-02, eta: 5 days, 18:28:24, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6156, loss_cls: 2.9171, loss: 2.9171, grad_norm: 2.5468 2020-07-27 10:38:27,966 - mmaction - INFO - Epoch [99][1920/3757] lr: 6.799e-02, eta: 5 days, 18:28:04, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6273, loss_cls: 2.7749, loss: 2.7749, grad_norm: 2.5278 2020-07-27 10:38:43,824 - mmaction - INFO - Epoch [99][1940/3757] lr: 6.799e-02, eta: 5 days, 18:27:45, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6203, loss_cls: 2.9187, loss: 2.9187, grad_norm: 2.5991 2020-07-27 10:38:59,621 - mmaction - INFO - Epoch [99][1960/3757] lr: 6.799e-02, eta: 5 days, 18:27:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6086, loss_cls: 2.9399, loss: 2.9399, grad_norm: 2.5743 2020-07-27 10:39:15,455 - mmaction - INFO - Epoch [99][1980/3757] lr: 6.799e-02, eta: 5 days, 18:27:07, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6227, loss_cls: 2.8650, loss: 2.8650, grad_norm: 2.5671 2020-07-27 10:39:31,207 - mmaction - INFO - Epoch [99][2000/3757] lr: 6.799e-02, eta: 5 days, 18:26:48, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6172, loss_cls: 2.8732, loss: 2.8732, grad_norm: 2.5615 2020-07-27 10:39:47,101 - mmaction - INFO - Epoch [99][2020/3757] lr: 6.799e-02, eta: 5 days, 18:26:29, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3820, top5_acc: 0.6328, loss_cls: 2.8970, loss: 2.8970, grad_norm: 2.5215 2020-07-27 10:40:02,887 - mmaction - INFO - Epoch [99][2040/3757] lr: 6.799e-02, eta: 5 days, 18:26:10, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.8389, loss: 2.8389, grad_norm: 2.5260 2020-07-27 10:40:18,650 - mmaction - INFO - Epoch [99][2060/3757] lr: 6.799e-02, eta: 5 days, 18:25:50, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6266, loss_cls: 2.8770, loss: 2.8770, grad_norm: 2.5051 2020-07-27 10:40:34,371 - mmaction - INFO - Epoch [99][2080/3757] lr: 6.799e-02, eta: 5 days, 18:25:31, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3922, top5_acc: 0.6430, loss_cls: 2.7600, loss: 2.7600, grad_norm: 2.4893 2020-07-27 10:40:50,208 - mmaction - INFO - Epoch [99][2100/3757] lr: 6.799e-02, eta: 5 days, 18:25:12, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6188, loss_cls: 2.8842, loss: 2.8842, grad_norm: 2.5982 2020-07-27 10:41:06,299 - mmaction - INFO - Epoch [99][2120/3757] lr: 6.799e-02, eta: 5 days, 18:24:53, time: 0.804, data_time: 0.015, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6172, loss_cls: 2.8108, loss: 2.8108, grad_norm: 2.5418 2020-07-27 10:41:22,062 - mmaction - INFO - Epoch [99][2140/3757] lr: 6.799e-02, eta: 5 days, 18:24:34, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.8593, loss: 2.8593, grad_norm: 2.5947 2020-07-27 10:41:37,808 - mmaction - INFO - Epoch [99][2160/3757] lr: 6.799e-02, eta: 5 days, 18:24:15, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6273, loss_cls: 2.9031, loss: 2.9031, grad_norm: 2.5517 2020-07-27 10:41:53,626 - mmaction - INFO - Epoch [99][2180/3757] lr: 6.799e-02, eta: 5 days, 18:23:55, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3586, top5_acc: 0.5938, loss_cls: 2.9372, loss: 2.9372, grad_norm: 2.5109 2020-07-27 10:42:09,399 - mmaction - INFO - Epoch [99][2200/3757] lr: 6.799e-02, eta: 5 days, 18:23:36, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6352, loss_cls: 2.8647, loss: 2.8647, grad_norm: 2.4800 2020-07-27 10:42:25,223 - mmaction - INFO - Epoch [99][2220/3757] lr: 6.799e-02, eta: 5 days, 18:23:17, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6219, loss_cls: 2.8741, loss: 2.8741, grad_norm: 2.5592 2020-07-27 10:42:41,051 - mmaction - INFO - Epoch [99][2240/3757] lr: 6.799e-02, eta: 5 days, 18:22:58, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8629, loss: 2.8629, grad_norm: 2.5682 2020-07-27 10:42:56,774 - mmaction - INFO - Epoch [99][2260/3757] lr: 6.799e-02, eta: 5 days, 18:22:39, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6297, loss_cls: 2.8130, loss: 2.8130, grad_norm: 2.4715 2020-07-27 10:43:12,619 - mmaction - INFO - Epoch [99][2280/3757] lr: 6.799e-02, eta: 5 days, 18:22:20, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9757, loss: 2.9757, grad_norm: 2.4999 2020-07-27 10:43:28,363 - mmaction - INFO - Epoch [99][2300/3757] lr: 6.799e-02, eta: 5 days, 18:22:00, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5891, loss_cls: 2.9721, loss: 2.9721, grad_norm: 2.5430 2020-07-27 10:43:44,186 - mmaction - INFO - Epoch [99][2320/3757] lr: 6.799e-02, eta: 5 days, 18:21:41, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6117, loss_cls: 2.9117, loss: 2.9117, grad_norm: 2.5372 2020-07-27 10:44:00,000 - mmaction - INFO - Epoch [99][2340/3757] lr: 6.799e-02, eta: 5 days, 18:21:22, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6086, loss_cls: 2.9775, loss: 2.9775, grad_norm: 2.6201 2020-07-27 10:44:15,845 - mmaction - INFO - Epoch [99][2360/3757] lr: 6.799e-02, eta: 5 days, 18:21:03, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6117, loss_cls: 2.8487, loss: 2.8487, grad_norm: 2.5344 2020-07-27 10:44:31,686 - mmaction - INFO - Epoch [99][2380/3757] lr: 6.799e-02, eta: 5 days, 18:20:44, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6133, loss_cls: 2.9421, loss: 2.9421, grad_norm: 2.6108 2020-07-27 10:44:47,567 - mmaction - INFO - Epoch [99][2400/3757] lr: 6.799e-02, eta: 5 days, 18:20:25, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6023, loss_cls: 2.9856, loss: 2.9856, grad_norm: 2.6359 2020-07-27 10:45:03,531 - mmaction - INFO - Epoch [99][2420/3757] lr: 6.799e-02, eta: 5 days, 18:20:06, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6180, loss_cls: 2.9185, loss: 2.9185, grad_norm: 2.5919 2020-07-27 10:45:19,265 - mmaction - INFO - Epoch [99][2440/3757] lr: 6.799e-02, eta: 5 days, 18:19:47, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5984, loss_cls: 2.9515, loss: 2.9515, grad_norm: 2.6040 2020-07-27 10:45:35,018 - mmaction - INFO - Epoch [99][2460/3757] lr: 6.799e-02, eta: 5 days, 18:19:27, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6109, loss_cls: 2.9575, loss: 2.9575, grad_norm: 2.5068 2020-07-27 10:45:50,807 - mmaction - INFO - Epoch [99][2480/3757] lr: 6.799e-02, eta: 5 days, 18:19:08, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6117, loss_cls: 2.9675, loss: 2.9675, grad_norm: 2.4879 2020-07-27 10:46:06,600 - mmaction - INFO - Epoch [99][2500/3757] lr: 6.799e-02, eta: 5 days, 18:18:49, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5938, loss_cls: 2.9855, loss: 2.9855, grad_norm: 2.5769 2020-07-27 10:46:22,482 - mmaction - INFO - Epoch [99][2520/3757] lr: 6.799e-02, eta: 5 days, 18:18:30, time: 0.794, data_time: 0.008, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6125, loss_cls: 3.0391, loss: 3.0391, grad_norm: 2.6311 2020-07-27 10:46:38,336 - mmaction - INFO - Epoch [99][2540/3757] lr: 6.799e-02, eta: 5 days, 18:18:11, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5875, loss_cls: 3.0043, loss: 3.0043, grad_norm: 2.4769 2020-07-27 10:46:54,212 - mmaction - INFO - Epoch [99][2560/3757] lr: 6.799e-02, eta: 5 days, 18:17:52, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6367, loss_cls: 2.8349, loss: 2.8349, grad_norm: 2.5499 2020-07-27 10:47:10,078 - mmaction - INFO - Epoch [99][2580/3757] lr: 6.799e-02, eta: 5 days, 18:17:33, time: 0.793, data_time: 0.002, memory: 6196, top1_acc: 0.3844, top5_acc: 0.6258, loss_cls: 2.8697, loss: 2.8697, grad_norm: 2.5646 2020-07-27 10:47:25,908 - mmaction - INFO - Epoch [99][2600/3757] lr: 6.799e-02, eta: 5 days, 18:17:14, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5891, loss_cls: 3.0527, loss: 3.0527, grad_norm: 2.6050 2020-07-27 10:47:41,626 - mmaction - INFO - Epoch [99][2620/3757] lr: 6.799e-02, eta: 5 days, 18:16:54, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6000, loss_cls: 2.9555, loss: 2.9555, grad_norm: 2.5426 2020-07-27 10:47:57,590 - mmaction - INFO - Epoch [99][2640/3757] lr: 6.799e-02, eta: 5 days, 18:16:36, time: 0.798, data_time: 0.012, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5930, loss_cls: 2.9787, loss: 2.9787, grad_norm: 2.5311 2020-07-27 10:48:13,397 - mmaction - INFO - Epoch [99][2660/3757] lr: 6.799e-02, eta: 5 days, 18:16:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6102, loss_cls: 2.9369, loss: 2.9369, grad_norm: 2.4897 2020-07-27 10:48:29,189 - mmaction - INFO - Epoch [99][2680/3757] lr: 6.799e-02, eta: 5 days, 18:15:57, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6398, loss_cls: 2.8488, loss: 2.8488, grad_norm: 2.5021 2020-07-27 10:48:44,981 - mmaction - INFO - Epoch [99][2700/3757] lr: 6.799e-02, eta: 5 days, 18:15:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6117, loss_cls: 2.8967, loss: 2.8967, grad_norm: 2.4765 2020-07-27 10:49:00,774 - mmaction - INFO - Epoch [99][2720/3757] lr: 6.799e-02, eta: 5 days, 18:15:19, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6258, loss_cls: 2.8194, loss: 2.8194, grad_norm: 2.4786 2020-07-27 10:49:16,564 - mmaction - INFO - Epoch [99][2740/3757] lr: 6.799e-02, eta: 5 days, 18:15:00, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6070, loss_cls: 2.9072, loss: 2.9072, grad_norm: 2.5529 2020-07-27 10:49:32,347 - mmaction - INFO - Epoch [99][2760/3757] lr: 6.799e-02, eta: 5 days, 18:14:40, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6414, loss_cls: 2.8420, loss: 2.8420, grad_norm: 2.5007 2020-07-27 10:49:48,145 - mmaction - INFO - Epoch [99][2780/3757] lr: 6.799e-02, eta: 5 days, 18:14:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3828, top5_acc: 0.6227, loss_cls: 2.8384, loss: 2.8384, grad_norm: 2.5362 2020-07-27 10:50:04,060 - mmaction - INFO - Epoch [99][2800/3757] lr: 6.799e-02, eta: 5 days, 18:14:02, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5953, loss_cls: 2.9754, loss: 2.9754, grad_norm: 2.5688 2020-07-27 10:50:19,831 - mmaction - INFO - Epoch [99][2820/3757] lr: 6.799e-02, eta: 5 days, 18:13:43, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6133, loss_cls: 2.9874, loss: 2.9874, grad_norm: 2.5287 2020-07-27 10:50:35,616 - mmaction - INFO - Epoch [99][2840/3757] lr: 6.799e-02, eta: 5 days, 18:13:24, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5727, loss_cls: 3.0326, loss: 3.0326, grad_norm: 2.4941 2020-07-27 10:50:51,361 - mmaction - INFO - Epoch [99][2860/3757] lr: 6.799e-02, eta: 5 days, 18:13:05, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5953, loss_cls: 3.0250, loss: 3.0250, grad_norm: 2.5100 2020-07-27 10:51:07,137 - mmaction - INFO - Epoch [99][2880/3757] lr: 6.799e-02, eta: 5 days, 18:12:45, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5914, loss_cls: 3.0193, loss: 3.0193, grad_norm: 2.4347 2020-07-27 10:51:22,930 - mmaction - INFO - Epoch [99][2900/3757] lr: 6.799e-02, eta: 5 days, 18:12:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6219, loss_cls: 2.8786, loss: 2.8786, grad_norm: 2.4638 2020-07-27 10:51:38,797 - mmaction - INFO - Epoch [99][2920/3757] lr: 6.799e-02, eta: 5 days, 18:12:07, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6250, loss_cls: 2.9067, loss: 2.9067, grad_norm: 2.5299 2020-07-27 10:51:54,627 - mmaction - INFO - Epoch [99][2940/3757] lr: 6.799e-02, eta: 5 days, 18:11:48, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5734, loss_cls: 3.0236, loss: 3.0236, grad_norm: 2.5334 2020-07-27 10:52:10,398 - mmaction - INFO - Epoch [99][2960/3757] lr: 6.799e-02, eta: 5 days, 18:11:29, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6141, loss_cls: 2.9354, loss: 2.9354, grad_norm: 2.5379 2020-07-27 10:52:26,186 - mmaction - INFO - Epoch [99][2980/3757] lr: 6.799e-02, eta: 5 days, 18:11:10, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6047, loss_cls: 2.9213, loss: 2.9213, grad_norm: 2.4572 2020-07-27 10:52:42,008 - mmaction - INFO - Epoch [99][3000/3757] lr: 6.799e-02, eta: 5 days, 18:10:51, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6070, loss_cls: 2.9251, loss: 2.9251, grad_norm: 2.5419 2020-07-27 10:52:57,847 - mmaction - INFO - Epoch [99][3020/3757] lr: 6.799e-02, eta: 5 days, 18:10:31, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5859, loss_cls: 2.9511, loss: 2.9511, grad_norm: 2.4955 2020-07-27 10:53:13,689 - mmaction - INFO - Epoch [99][3040/3757] lr: 6.799e-02, eta: 5 days, 18:10:12, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6078, loss_cls: 2.9580, loss: 2.9580, grad_norm: 2.6056 2020-07-27 10:53:29,615 - mmaction - INFO - Epoch [99][3060/3757] lr: 6.799e-02, eta: 5 days, 18:09:54, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6008, loss_cls: 2.9830, loss: 2.9830, grad_norm: 2.5504 2020-07-27 10:53:45,354 - mmaction - INFO - Epoch [99][3080/3757] lr: 6.799e-02, eta: 5 days, 18:09:34, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6297, loss_cls: 2.8393, loss: 2.8393, grad_norm: 2.4905 2020-07-27 10:54:01,128 - mmaction - INFO - Epoch [99][3100/3757] lr: 6.799e-02, eta: 5 days, 18:09:15, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6180, loss_cls: 2.9189, loss: 2.9189, grad_norm: 2.6342 2020-07-27 10:54:16,929 - mmaction - INFO - Epoch [99][3120/3757] lr: 6.799e-02, eta: 5 days, 18:08:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6086, loss_cls: 2.9244, loss: 2.9244, grad_norm: 2.4822 2020-07-27 10:54:32,676 - mmaction - INFO - Epoch [99][3140/3757] lr: 6.799e-02, eta: 5 days, 18:08:37, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5930, loss_cls: 3.0522, loss: 3.0522, grad_norm: 2.5019 2020-07-27 10:54:48,424 - mmaction - INFO - Epoch [99][3160/3757] lr: 6.799e-02, eta: 5 days, 18:08:17, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6102, loss_cls: 2.8696, loss: 2.8696, grad_norm: 2.4319 2020-07-27 10:55:04,246 - mmaction - INFO - Epoch [99][3180/3757] lr: 6.799e-02, eta: 5 days, 18:07:58, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6172, loss_cls: 2.8883, loss: 2.8883, grad_norm: 2.5406 2020-07-27 10:55:19,959 - mmaction - INFO - Epoch [99][3200/3757] lr: 6.799e-02, eta: 5 days, 18:07:39, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5961, loss_cls: 2.9787, loss: 2.9787, grad_norm: 2.5080 2020-07-27 10:55:35,755 - mmaction - INFO - Epoch [99][3220/3757] lr: 6.799e-02, eta: 5 days, 18:07:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3867, top5_acc: 0.6289, loss_cls: 2.8276, loss: 2.8276, grad_norm: 2.5113 2020-07-27 10:55:51,996 - mmaction - INFO - Epoch [99][3240/3757] lr: 6.799e-02, eta: 5 days, 18:07:01, time: 0.813, data_time: 0.026, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6109, loss_cls: 2.9184, loss: 2.9184, grad_norm: 2.5733 2020-07-27 10:56:07,815 - mmaction - INFO - Epoch [99][3260/3757] lr: 6.799e-02, eta: 5 days, 18:06:42, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5852, loss_cls: 2.9937, loss: 2.9937, grad_norm: 2.5608 2020-07-27 10:56:23,587 - mmaction - INFO - Epoch [99][3280/3757] lr: 6.799e-02, eta: 5 days, 18:06:23, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5953, loss_cls: 3.0171, loss: 3.0171, grad_norm: 2.4869 2020-07-27 10:56:39,333 - mmaction - INFO - Epoch [99][3300/3757] lr: 6.799e-02, eta: 5 days, 18:06:04, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3836, top5_acc: 0.6477, loss_cls: 2.7551, loss: 2.7551, grad_norm: 2.4522 2020-07-27 10:56:55,132 - mmaction - INFO - Epoch [99][3320/3757] lr: 6.799e-02, eta: 5 days, 18:05:45, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6125, loss_cls: 2.9272, loss: 2.9272, grad_norm: 2.5271 2020-07-27 10:57:10,827 - mmaction - INFO - Epoch [99][3340/3757] lr: 6.799e-02, eta: 5 days, 18:05:25, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6406, loss_cls: 2.8431, loss: 2.8431, grad_norm: 2.5155 2020-07-27 10:57:26,990 - mmaction - INFO - Epoch [99][3360/3757] lr: 6.799e-02, eta: 5 days, 18:05:07, time: 0.808, data_time: 0.022, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6227, loss_cls: 2.8422, loss: 2.8422, grad_norm: 2.5620 2020-07-27 10:57:42,792 - mmaction - INFO - Epoch [99][3380/3757] lr: 6.799e-02, eta: 5 days, 18:04:48, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6164, loss_cls: 2.8794, loss: 2.8794, grad_norm: 2.5249 2020-07-27 10:57:58,557 - mmaction - INFO - Epoch [99][3400/3757] lr: 6.799e-02, eta: 5 days, 18:04:29, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5938, loss_cls: 2.9862, loss: 2.9862, grad_norm: 2.5055 2020-07-27 10:58:14,308 - mmaction - INFO - Epoch [99][3420/3757] lr: 6.799e-02, eta: 5 days, 18:04:09, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6172, loss_cls: 2.9460, loss: 2.9460, grad_norm: 2.5289 2020-07-27 10:58:30,168 - mmaction - INFO - Epoch [99][3440/3757] lr: 6.799e-02, eta: 5 days, 18:03:50, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6141, loss_cls: 2.9198, loss: 2.9198, grad_norm: 2.5224 2020-07-27 10:58:45,943 - mmaction - INFO - Epoch [99][3460/3757] lr: 6.799e-02, eta: 5 days, 18:03:31, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6188, loss_cls: 2.8359, loss: 2.8359, grad_norm: 2.5574 2020-07-27 10:59:01,982 - mmaction - INFO - Epoch [99][3480/3757] lr: 6.799e-02, eta: 5 days, 18:03:12, time: 0.802, data_time: 0.014, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6203, loss_cls: 2.8709, loss: 2.8709, grad_norm: 2.5281 2020-07-27 10:59:17,757 - mmaction - INFO - Epoch [99][3500/3757] lr: 6.799e-02, eta: 5 days, 18:02:53, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6047, loss_cls: 2.9332, loss: 2.9332, grad_norm: 2.5129 2020-07-27 10:59:33,563 - mmaction - INFO - Epoch [99][3520/3757] lr: 6.799e-02, eta: 5 days, 18:02:34, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6234, loss_cls: 2.8931, loss: 2.8931, grad_norm: 2.5482 2020-07-27 10:59:49,343 - mmaction - INFO - Epoch [99][3540/3757] lr: 6.799e-02, eta: 5 days, 18:02:15, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6102, loss_cls: 2.8975, loss: 2.8975, grad_norm: 2.5484 2020-07-27 11:00:09,391 - mmaction - INFO - Epoch [99][3560/3757] lr: 6.799e-02, eta: 5 days, 18:02:05, time: 0.997, data_time: 0.001, memory: 6196, top1_acc: 0.3742, top5_acc: 0.5930, loss_cls: 2.9400, loss: 2.9400, grad_norm: 2.5140 2020-07-27 11:00:25,214 - mmaction - INFO - Epoch [99][3580/3757] lr: 6.799e-02, eta: 5 days, 18:01:46, time: 0.796, data_time: 0.007, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6148, loss_cls: 2.9018, loss: 2.9018, grad_norm: 2.5961 2020-07-27 11:00:41,003 - mmaction - INFO - Epoch [99][3600/3757] lr: 6.799e-02, eta: 5 days, 18:01:27, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3258, top5_acc: 0.5953, loss_cls: 3.0047, loss: 3.0047, grad_norm: 2.5527 2020-07-27 11:00:56,838 - mmaction - INFO - Epoch [99][3620/3757] lr: 6.799e-02, eta: 5 days, 18:01:08, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6195, loss_cls: 2.9305, loss: 2.9305, grad_norm: 2.5727 2020-07-27 11:01:12,670 - mmaction - INFO - Epoch [99][3640/3757] lr: 6.799e-02, eta: 5 days, 18:00:49, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6172, loss_cls: 2.9296, loss: 2.9296, grad_norm: 2.5662 2020-07-27 11:01:28,397 - mmaction - INFO - Epoch [99][3660/3757] lr: 6.799e-02, eta: 5 days, 18:00:29, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6023, loss_cls: 2.9896, loss: 2.9896, grad_norm: 2.5935 2020-07-27 11:01:44,169 - mmaction - INFO - Epoch [99][3680/3757] lr: 6.799e-02, eta: 5 days, 18:00:10, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5844, loss_cls: 2.9954, loss: 2.9954, grad_norm: 2.5160 2020-07-27 11:02:00,008 - mmaction - INFO - Epoch [99][3700/3757] lr: 6.799e-02, eta: 5 days, 17:59:51, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6109, loss_cls: 2.9129, loss: 2.9129, grad_norm: 2.5792 2020-07-27 11:02:15,751 - mmaction - INFO - Epoch [99][3720/3757] lr: 6.799e-02, eta: 5 days, 17:59:32, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5898, loss_cls: 3.0619, loss: 3.0619, grad_norm: 2.5701 2020-07-27 11:02:31,472 - mmaction - INFO - Epoch [99][3740/3757] lr: 6.799e-02, eta: 5 days, 17:59:12, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5969, loss_cls: 2.9787, loss: 2.9787, grad_norm: 2.5023 2020-07-27 11:06:21,794 - mmaction - INFO - Epoch [100][20/3757] lr: 6.742e-02, eta: 5 days, 18:05:09, time: 10.333, data_time: 9.427, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5969, loss_cls: 2.9629, loss: 2.9629, grad_norm: 2.5511 2020-07-27 11:06:37,622 - mmaction - INFO - Epoch [100][40/3757] lr: 6.742e-02, eta: 5 days, 18:04:50, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3898, top5_acc: 0.6289, loss_cls: 2.8126, loss: 2.8126, grad_norm: 2.5447 2020-07-27 11:06:53,389 - mmaction - INFO - Epoch [100][60/3757] lr: 6.742e-02, eta: 5 days, 18:04:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6125, loss_cls: 2.9203, loss: 2.9203, grad_norm: 2.5920 2020-07-27 11:07:09,066 - mmaction - INFO - Epoch [100][80/3757] lr: 6.742e-02, eta: 5 days, 18:04:12, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6070, loss_cls: 2.8763, loss: 2.8763, grad_norm: 2.5307 2020-07-27 11:07:24,827 - mmaction - INFO - Epoch [100][100/3757] lr: 6.742e-02, eta: 5 days, 18:03:52, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6281, loss_cls: 2.8961, loss: 2.8961, grad_norm: 2.5659 2020-07-27 11:07:40,612 - mmaction - INFO - Epoch [100][120/3757] lr: 6.742e-02, eta: 5 days, 18:03:33, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6094, loss_cls: 2.9266, loss: 2.9266, grad_norm: 2.5482 2020-07-27 11:07:56,384 - mmaction - INFO - Epoch [100][140/3757] lr: 6.742e-02, eta: 5 days, 18:03:14, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6258, loss_cls: 2.8692, loss: 2.8692, grad_norm: 2.5928 2020-07-27 11:08:12,201 - mmaction - INFO - Epoch [100][160/3757] lr: 6.742e-02, eta: 5 days, 18:02:55, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.8956, loss: 2.8956, grad_norm: 2.5519 2020-07-27 11:08:28,039 - mmaction - INFO - Epoch [100][180/3757] lr: 6.742e-02, eta: 5 days, 18:02:36, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6148, loss_cls: 2.8474, loss: 2.8474, grad_norm: 2.4851 2020-07-27 11:08:43,874 - mmaction - INFO - Epoch [100][200/3757] lr: 6.742e-02, eta: 5 days, 18:02:16, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6328, loss_cls: 2.8362, loss: 2.8362, grad_norm: 2.5611 2020-07-27 11:08:59,657 - mmaction - INFO - Epoch [100][220/3757] lr: 6.742e-02, eta: 5 days, 18:01:57, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6039, loss_cls: 2.8788, loss: 2.8788, grad_norm: 2.5882 2020-07-27 11:09:15,495 - mmaction - INFO - Epoch [100][240/3757] lr: 6.742e-02, eta: 5 days, 18:01:38, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6266, loss_cls: 2.8917, loss: 2.8917, grad_norm: 2.5876 2020-07-27 11:09:31,304 - mmaction - INFO - Epoch [100][260/3757] lr: 6.742e-02, eta: 5 days, 18:01:19, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6180, loss_cls: 2.8926, loss: 2.8926, grad_norm: 2.5367 2020-07-27 11:09:47,124 - mmaction - INFO - Epoch [100][280/3757] lr: 6.742e-02, eta: 5 days, 18:01:00, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6070, loss_cls: 2.9243, loss: 2.9243, grad_norm: 2.4925 2020-07-27 11:10:02,953 - mmaction - INFO - Epoch [100][300/3757] lr: 6.742e-02, eta: 5 days, 18:00:41, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6203, loss_cls: 2.8956, loss: 2.8956, grad_norm: 2.5394 2020-07-27 11:10:18,686 - mmaction - INFO - Epoch [100][320/3757] lr: 6.742e-02, eta: 5 days, 18:00:21, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.8551, loss: 2.8551, grad_norm: 2.5515 2020-07-27 11:10:34,565 - mmaction - INFO - Epoch [100][340/3757] lr: 6.742e-02, eta: 5 days, 18:00:02, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6133, loss_cls: 2.9576, loss: 2.9576, grad_norm: 2.5958 2020-07-27 11:10:50,475 - mmaction - INFO - Epoch [100][360/3757] lr: 6.742e-02, eta: 5 days, 17:59:43, time: 0.796, data_time: 0.013, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6305, loss_cls: 2.8326, loss: 2.8326, grad_norm: 2.5409 2020-07-27 11:11:06,303 - mmaction - INFO - Epoch [100][380/3757] lr: 6.742e-02, eta: 5 days, 17:59:24, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5828, loss_cls: 3.0520, loss: 3.0520, grad_norm: 2.5737 2020-07-27 11:11:22,003 - mmaction - INFO - Epoch [100][400/3757] lr: 6.742e-02, eta: 5 days, 17:59:05, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3219, top5_acc: 0.5773, loss_cls: 3.0849, loss: 3.0849, grad_norm: 2.5575 2020-07-27 11:11:37,750 - mmaction - INFO - Epoch [100][420/3757] lr: 6.742e-02, eta: 5 days, 17:58:46, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6391, loss_cls: 2.8049, loss: 2.8049, grad_norm: 2.5572 2020-07-27 11:11:53,521 - mmaction - INFO - Epoch [100][440/3757] lr: 6.742e-02, eta: 5 days, 17:58:26, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6156, loss_cls: 2.9041, loss: 2.9041, grad_norm: 2.6488 2020-07-27 11:12:09,325 - mmaction - INFO - Epoch [100][460/3757] lr: 6.742e-02, eta: 5 days, 17:58:07, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6281, loss_cls: 2.8069, loss: 2.8069, grad_norm: 2.5704 2020-07-27 11:12:25,088 - mmaction - INFO - Epoch [100][480/3757] lr: 6.742e-02, eta: 5 days, 17:57:48, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3859, top5_acc: 0.6375, loss_cls: 2.7974, loss: 2.7974, grad_norm: 2.5546 2020-07-27 11:12:40,865 - mmaction - INFO - Epoch [100][500/3757] lr: 6.742e-02, eta: 5 days, 17:57:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6258, loss_cls: 2.7881, loss: 2.7881, grad_norm: 2.6419 2020-07-27 11:12:56,699 - mmaction - INFO - Epoch [100][520/3757] lr: 6.742e-02, eta: 5 days, 17:57:10, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6031, loss_cls: 2.8751, loss: 2.8751, grad_norm: 2.5889 2020-07-27 11:13:12,511 - mmaction - INFO - Epoch [100][540/3757] lr: 6.742e-02, eta: 5 days, 17:56:50, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6008, loss_cls: 2.9117, loss: 2.9117, grad_norm: 2.6059 2020-07-27 11:13:28,645 - mmaction - INFO - Epoch [100][560/3757] lr: 6.742e-02, eta: 5 days, 17:56:32, time: 0.807, data_time: 0.021, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 2.9607, loss: 2.9607, grad_norm: 2.5670 2020-07-27 11:13:44,415 - mmaction - INFO - Epoch [100][580/3757] lr: 6.742e-02, eta: 5 days, 17:56:13, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6117, loss_cls: 2.9127, loss: 2.9127, grad_norm: 2.5427 2020-07-27 11:14:00,301 - mmaction - INFO - Epoch [100][600/3757] lr: 6.742e-02, eta: 5 days, 17:55:54, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6125, loss_cls: 2.9047, loss: 2.9047, grad_norm: 2.5076 2020-07-27 11:14:16,203 - mmaction - INFO - Epoch [100][620/3757] lr: 6.742e-02, eta: 5 days, 17:55:35, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9198, loss: 2.9198, grad_norm: 2.4686 2020-07-27 11:14:31,989 - mmaction - INFO - Epoch [100][640/3757] lr: 6.742e-02, eta: 5 days, 17:55:16, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6070, loss_cls: 2.9875, loss: 2.9875, grad_norm: 2.5345 2020-07-27 11:14:47,820 - mmaction - INFO - Epoch [100][660/3757] lr: 6.742e-02, eta: 5 days, 17:54:56, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 2.9653, loss: 2.9653, grad_norm: 2.5278 2020-07-27 11:15:03,728 - mmaction - INFO - Epoch [100][680/3757] lr: 6.742e-02, eta: 5 days, 17:54:37, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6156, loss_cls: 3.0002, loss: 3.0002, grad_norm: 2.4970 2020-07-27 11:15:19,479 - mmaction - INFO - Epoch [100][700/3757] lr: 6.742e-02, eta: 5 days, 17:54:18, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6359, loss_cls: 2.8826, loss: 2.8826, grad_norm: 2.5606 2020-07-27 11:15:35,252 - mmaction - INFO - Epoch [100][720/3757] lr: 6.742e-02, eta: 5 days, 17:53:59, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6141, loss_cls: 2.8903, loss: 2.8903, grad_norm: 2.6252 2020-07-27 11:15:51,305 - mmaction - INFO - Epoch [100][740/3757] lr: 6.742e-02, eta: 5 days, 17:53:40, time: 0.802, data_time: 0.013, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6305, loss_cls: 2.8315, loss: 2.8315, grad_norm: 2.6017 2020-07-27 11:16:07,622 - mmaction - INFO - Epoch [100][760/3757] lr: 6.742e-02, eta: 5 days, 17:53:22, time: 0.816, data_time: 0.024, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6211, loss_cls: 2.8751, loss: 2.8751, grad_norm: 2.5986 2020-07-27 11:16:23,699 - mmaction - INFO - Epoch [100][780/3757] lr: 6.742e-02, eta: 5 days, 17:53:04, time: 0.804, data_time: 0.014, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.8798, loss: 2.8798, grad_norm: 2.6201 2020-07-27 11:16:39,902 - mmaction - INFO - Epoch [100][800/3757] lr: 6.742e-02, eta: 5 days, 17:52:45, time: 0.810, data_time: 0.023, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5898, loss_cls: 2.9835, loss: 2.9835, grad_norm: 2.6810 2020-07-27 11:16:56,176 - mmaction - INFO - Epoch [100][820/3757] lr: 6.742e-02, eta: 5 days, 17:52:27, time: 0.812, data_time: 0.018, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6172, loss_cls: 2.9320, loss: 2.9320, grad_norm: 2.5725 2020-07-27 11:17:11,901 - mmaction - INFO - Epoch [100][840/3757] lr: 6.742e-02, eta: 5 days, 17:52:08, time: 0.788, data_time: 0.006, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6328, loss_cls: 2.7881, loss: 2.7881, grad_norm: 2.5438 2020-07-27 11:17:27,634 - mmaction - INFO - Epoch [100][860/3757] lr: 6.742e-02, eta: 5 days, 17:51:49, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6055, loss_cls: 2.9626, loss: 2.9626, grad_norm: 2.6233 2020-07-27 11:17:43,408 - mmaction - INFO - Epoch [100][880/3757] lr: 6.742e-02, eta: 5 days, 17:51:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6211, loss_cls: 2.8373, loss: 2.8373, grad_norm: 2.5819 2020-07-27 11:17:59,181 - mmaction - INFO - Epoch [100][900/3757] lr: 6.742e-02, eta: 5 days, 17:51:10, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6039, loss_cls: 2.9371, loss: 2.9371, grad_norm: 2.5585 2020-07-27 11:18:15,025 - mmaction - INFO - Epoch [100][920/3757] lr: 6.742e-02, eta: 5 days, 17:50:51, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5953, loss_cls: 2.9897, loss: 2.9897, grad_norm: 2.5858 2020-07-27 11:18:30,812 - mmaction - INFO - Epoch [100][940/3757] lr: 6.742e-02, eta: 5 days, 17:50:32, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6195, loss_cls: 2.9354, loss: 2.9354, grad_norm: 2.5692 2020-07-27 11:18:46,614 - mmaction - INFO - Epoch [100][960/3757] lr: 6.742e-02, eta: 5 days, 17:50:13, time: 0.791, data_time: 0.006, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6031, loss_cls: 2.9571, loss: 2.9571, grad_norm: 2.5301 2020-07-27 11:19:02,534 - mmaction - INFO - Epoch [100][980/3757] lr: 6.742e-02, eta: 5 days, 17:49:54, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6148, loss_cls: 2.9321, loss: 2.9321, grad_norm: 2.5522 2020-07-27 11:19:18,346 - mmaction - INFO - Epoch [100][1000/3757] lr: 6.742e-02, eta: 5 days, 17:49:35, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5922, loss_cls: 3.0201, loss: 3.0201, grad_norm: 2.6054 2020-07-27 11:19:34,184 - mmaction - INFO - Epoch [100][1020/3757] lr: 6.742e-02, eta: 5 days, 17:49:16, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6172, loss_cls: 2.9098, loss: 2.9098, grad_norm: 2.5395 2020-07-27 11:19:49,983 - mmaction - INFO - Epoch [100][1040/3757] lr: 6.742e-02, eta: 5 days, 17:48:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6312, loss_cls: 2.8755, loss: 2.8755, grad_norm: 2.6048 2020-07-27 11:20:05,785 - mmaction - INFO - Epoch [100][1060/3757] lr: 6.742e-02, eta: 5 days, 17:48:37, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6070, loss_cls: 2.8896, loss: 2.8896, grad_norm: 2.5351 2020-07-27 11:20:21,778 - mmaction - INFO - Epoch [100][1080/3757] lr: 6.742e-02, eta: 5 days, 17:48:19, time: 0.800, data_time: 0.014, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5945, loss_cls: 3.0123, loss: 3.0123, grad_norm: 2.6351 2020-07-27 11:20:37,556 - mmaction - INFO - Epoch [100][1100/3757] lr: 6.742e-02, eta: 5 days, 17:47:59, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5945, loss_cls: 2.9316, loss: 2.9316, grad_norm: 2.6078 2020-07-27 11:20:53,394 - mmaction - INFO - Epoch [100][1120/3757] lr: 6.742e-02, eta: 5 days, 17:47:40, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6141, loss_cls: 2.9172, loss: 2.9172, grad_norm: 2.5336 2020-07-27 11:21:09,216 - mmaction - INFO - Epoch [100][1140/3757] lr: 6.742e-02, eta: 5 days, 17:47:21, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6250, loss_cls: 2.8999, loss: 2.8999, grad_norm: 2.5089 2020-07-27 11:21:25,042 - mmaction - INFO - Epoch [100][1160/3757] lr: 6.742e-02, eta: 5 days, 17:47:02, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.5984, loss_cls: 2.9469, loss: 2.9469, grad_norm: 2.5286 2020-07-27 11:21:40,814 - mmaction - INFO - Epoch [100][1180/3757] lr: 6.742e-02, eta: 5 days, 17:46:43, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3836, top5_acc: 0.6203, loss_cls: 2.8833, loss: 2.8833, grad_norm: 2.5356 2020-07-27 11:21:56,577 - mmaction - INFO - Epoch [100][1200/3757] lr: 6.742e-02, eta: 5 days, 17:46:24, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5992, loss_cls: 2.9387, loss: 2.9387, grad_norm: 2.5175 2020-07-27 11:22:12,408 - mmaction - INFO - Epoch [100][1220/3757] lr: 6.742e-02, eta: 5 days, 17:46:05, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6219, loss_cls: 2.8889, loss: 2.8889, grad_norm: 2.5802 2020-07-27 11:22:28,195 - mmaction - INFO - Epoch [100][1240/3757] lr: 6.742e-02, eta: 5 days, 17:45:45, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6086, loss_cls: 2.9733, loss: 2.9733, grad_norm: 2.5715 2020-07-27 11:22:43,955 - mmaction - INFO - Epoch [100][1260/3757] lr: 6.742e-02, eta: 5 days, 17:45:26, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6273, loss_cls: 2.8499, loss: 2.8499, grad_norm: 2.5452 2020-07-27 11:22:59,714 - mmaction - INFO - Epoch [100][1280/3757] lr: 6.742e-02, eta: 5 days, 17:45:07, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 2.9659, loss: 2.9659, grad_norm: 2.5617 2020-07-27 11:23:15,552 - mmaction - INFO - Epoch [100][1300/3757] lr: 6.742e-02, eta: 5 days, 17:44:48, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6039, loss_cls: 2.9225, loss: 2.9225, grad_norm: 2.5205 2020-07-27 11:23:31,325 - mmaction - INFO - Epoch [100][1320/3757] lr: 6.742e-02, eta: 5 days, 17:44:29, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6086, loss_cls: 2.8780, loss: 2.8780, grad_norm: 2.5321 2020-07-27 11:23:47,136 - mmaction - INFO - Epoch [100][1340/3757] lr: 6.742e-02, eta: 5 days, 17:44:09, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6164, loss_cls: 2.9033, loss: 2.9033, grad_norm: 2.6034 2020-07-27 11:24:02,921 - mmaction - INFO - Epoch [100][1360/3757] lr: 6.742e-02, eta: 5 days, 17:43:50, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6156, loss_cls: 2.8593, loss: 2.8593, grad_norm: 2.6248 2020-07-27 11:24:18,805 - mmaction - INFO - Epoch [100][1380/3757] lr: 6.742e-02, eta: 5 days, 17:43:31, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6125, loss_cls: 2.9007, loss: 2.9007, grad_norm: 2.6341 2020-07-27 11:24:34,547 - mmaction - INFO - Epoch [100][1400/3757] lr: 6.742e-02, eta: 5 days, 17:43:12, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6078, loss_cls: 3.0054, loss: 3.0054, grad_norm: 2.5096 2020-07-27 11:24:50,322 - mmaction - INFO - Epoch [100][1420/3757] lr: 6.742e-02, eta: 5 days, 17:42:53, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5813, loss_cls: 3.0009, loss: 3.0009, grad_norm: 2.4840 2020-07-27 11:25:06,103 - mmaction - INFO - Epoch [100][1440/3757] lr: 6.742e-02, eta: 5 days, 17:42:34, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6102, loss_cls: 2.9064, loss: 2.9064, grad_norm: 2.5098 2020-07-27 11:25:21,792 - mmaction - INFO - Epoch [100][1460/3757] lr: 6.742e-02, eta: 5 days, 17:42:14, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6023, loss_cls: 2.9442, loss: 2.9442, grad_norm: 2.5222 2020-07-27 11:25:37,588 - mmaction - INFO - Epoch [100][1480/3757] lr: 6.742e-02, eta: 5 days, 17:41:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6211, loss_cls: 2.8878, loss: 2.8878, grad_norm: 2.5225 2020-07-27 11:25:53,308 - mmaction - INFO - Epoch [100][1500/3757] lr: 6.742e-02, eta: 5 days, 17:41:36, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3844, top5_acc: 0.6133, loss_cls: 2.8358, loss: 2.8358, grad_norm: 2.4492 2020-07-27 11:26:09,081 - mmaction - INFO - Epoch [100][1520/3757] lr: 6.742e-02, eta: 5 days, 17:41:16, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6133, loss_cls: 2.8512, loss: 2.8512, grad_norm: 2.4806 2020-07-27 11:26:24,901 - mmaction - INFO - Epoch [100][1540/3757] lr: 6.742e-02, eta: 5 days, 17:40:57, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5953, loss_cls: 3.0412, loss: 3.0412, grad_norm: 2.6023 2020-07-27 11:26:40,695 - mmaction - INFO - Epoch [100][1560/3757] lr: 6.742e-02, eta: 5 days, 17:40:38, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6148, loss_cls: 2.8704, loss: 2.8704, grad_norm: 2.5308 2020-07-27 11:26:56,624 - mmaction - INFO - Epoch [100][1580/3757] lr: 6.742e-02, eta: 5 days, 17:40:19, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6172, loss_cls: 2.9134, loss: 2.9134, grad_norm: 2.5507 2020-07-27 11:27:12,307 - mmaction - INFO - Epoch [100][1600/3757] lr: 6.742e-02, eta: 5 days, 17:40:00, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5922, loss_cls: 2.9680, loss: 2.9680, grad_norm: 2.6215 2020-07-27 11:27:28,071 - mmaction - INFO - Epoch [100][1620/3757] lr: 6.742e-02, eta: 5 days, 17:39:41, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3883, top5_acc: 0.6422, loss_cls: 2.7979, loss: 2.7979, grad_norm: 2.5047 2020-07-27 11:27:43,896 - mmaction - INFO - Epoch [100][1640/3757] lr: 6.742e-02, eta: 5 days, 17:39:22, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6148, loss_cls: 2.9921, loss: 2.9921, grad_norm: 2.6060 2020-07-27 11:27:59,643 - mmaction - INFO - Epoch [100][1660/3757] lr: 6.742e-02, eta: 5 days, 17:39:02, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6086, loss_cls: 2.9601, loss: 2.9601, grad_norm: 2.5777 2020-07-27 11:28:15,439 - mmaction - INFO - Epoch [100][1680/3757] lr: 6.742e-02, eta: 5 days, 17:38:43, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3898, top5_acc: 0.6266, loss_cls: 2.8480, loss: 2.8480, grad_norm: 2.5866 2020-07-27 11:28:31,174 - mmaction - INFO - Epoch [100][1700/3757] lr: 6.742e-02, eta: 5 days, 17:38:24, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6148, loss_cls: 2.8849, loss: 2.8849, grad_norm: 2.5973 2020-07-27 11:28:46,989 - mmaction - INFO - Epoch [100][1720/3757] lr: 6.742e-02, eta: 5 days, 17:38:05, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5836, loss_cls: 3.0389, loss: 3.0389, grad_norm: 2.6263 2020-07-27 11:29:02,869 - mmaction - INFO - Epoch [100][1740/3757] lr: 6.742e-02, eta: 5 days, 17:37:46, time: 0.794, data_time: 0.008, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6195, loss_cls: 2.9035, loss: 2.9035, grad_norm: 2.5292 2020-07-27 11:29:18,633 - mmaction - INFO - Epoch [100][1760/3757] lr: 6.742e-02, eta: 5 days, 17:37:27, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5961, loss_cls: 2.9680, loss: 2.9680, grad_norm: 2.4880 2020-07-27 11:29:34,413 - mmaction - INFO - Epoch [100][1780/3757] lr: 6.742e-02, eta: 5 days, 17:37:07, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6070, loss_cls: 2.9266, loss: 2.9266, grad_norm: 2.5192 2020-07-27 11:29:50,202 - mmaction - INFO - Epoch [100][1800/3757] lr: 6.742e-02, eta: 5 days, 17:36:48, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6188, loss_cls: 2.8883, loss: 2.8883, grad_norm: 2.5602 2020-07-27 11:30:05,970 - mmaction - INFO - Epoch [100][1820/3757] lr: 6.742e-02, eta: 5 days, 17:36:29, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3320, top5_acc: 0.5992, loss_cls: 3.0082, loss: 3.0082, grad_norm: 2.5492 2020-07-27 11:30:21,672 - mmaction - INFO - Epoch [100][1840/3757] lr: 6.742e-02, eta: 5 days, 17:36:10, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.9500, loss: 2.9500, grad_norm: 2.5170 2020-07-27 11:30:37,453 - mmaction - INFO - Epoch [100][1860/3757] lr: 6.742e-02, eta: 5 days, 17:35:50, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6008, loss_cls: 3.0111, loss: 3.0111, grad_norm: 2.5772 2020-07-27 11:30:53,260 - mmaction - INFO - Epoch [100][1880/3757] lr: 6.742e-02, eta: 5 days, 17:35:31, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6133, loss_cls: 2.9222, loss: 2.9222, grad_norm: 2.4812 2020-07-27 11:31:09,106 - mmaction - INFO - Epoch [100][1900/3757] lr: 6.742e-02, eta: 5 days, 17:35:12, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6336, loss_cls: 2.8367, loss: 2.8367, grad_norm: 2.5667 2020-07-27 11:31:24,978 - mmaction - INFO - Epoch [100][1920/3757] lr: 6.742e-02, eta: 5 days, 17:34:53, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6109, loss_cls: 2.9102, loss: 2.9102, grad_norm: 2.5966 2020-07-27 11:31:40,779 - mmaction - INFO - Epoch [100][1940/3757] lr: 6.742e-02, eta: 5 days, 17:34:34, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5969, loss_cls: 2.9662, loss: 2.9662, grad_norm: 2.6165 2020-07-27 11:31:56,719 - mmaction - INFO - Epoch [100][1960/3757] lr: 6.742e-02, eta: 5 days, 17:34:15, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6008, loss_cls: 2.9294, loss: 2.9294, grad_norm: 2.5483 2020-07-27 11:32:12,634 - mmaction - INFO - Epoch [100][1980/3757] lr: 6.742e-02, eta: 5 days, 17:33:56, time: 0.797, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5953, loss_cls: 2.9563, loss: 2.9563, grad_norm: 2.5855 2020-07-27 11:32:28,396 - mmaction - INFO - Epoch [100][2000/3757] lr: 6.742e-02, eta: 5 days, 17:33:37, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6148, loss_cls: 2.9607, loss: 2.9607, grad_norm: 2.5552 2020-07-27 11:32:44,311 - mmaction - INFO - Epoch [100][2020/3757] lr: 6.742e-02, eta: 5 days, 17:33:18, time: 0.796, data_time: 0.001, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6086, loss_cls: 2.8608, loss: 2.8608, grad_norm: 2.4941 2020-07-27 11:33:00,225 - mmaction - INFO - Epoch [100][2040/3757] lr: 6.742e-02, eta: 5 days, 17:32:59, time: 0.796, data_time: 0.001, memory: 6196, top1_acc: 0.3156, top5_acc: 0.5664, loss_cls: 3.0941, loss: 3.0941, grad_norm: 2.6822 2020-07-27 11:33:16,079 - mmaction - INFO - Epoch [100][2060/3757] lr: 6.742e-02, eta: 5 days, 17:32:40, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6180, loss_cls: 2.9509, loss: 2.9509, grad_norm: 2.4760 2020-07-27 11:33:31,917 - mmaction - INFO - Epoch [100][2080/3757] lr: 6.742e-02, eta: 5 days, 17:32:21, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6266, loss_cls: 2.8103, loss: 2.8103, grad_norm: 2.5860 2020-07-27 11:33:47,727 - mmaction - INFO - Epoch [100][2100/3757] lr: 6.742e-02, eta: 5 days, 17:32:02, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6008, loss_cls: 2.9591, loss: 2.9591, grad_norm: 2.5797 2020-07-27 11:34:03,546 - mmaction - INFO - Epoch [100][2120/3757] lr: 6.742e-02, eta: 5 days, 17:31:43, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6086, loss_cls: 2.9017, loss: 2.9017, grad_norm: 2.5389 2020-07-27 11:34:19,805 - mmaction - INFO - Epoch [100][2140/3757] lr: 6.742e-02, eta: 5 days, 17:31:25, time: 0.815, data_time: 0.008, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6117, loss_cls: 2.9312, loss: 2.9312, grad_norm: 2.5114 2020-07-27 11:34:36,016 - mmaction - INFO - Epoch [100][2160/3757] lr: 6.742e-02, eta: 5 days, 17:31:07, time: 0.811, data_time: 0.006, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6125, loss_cls: 2.9360, loss: 2.9360, grad_norm: 2.5708 2020-07-27 11:34:52,100 - mmaction - INFO - Epoch [100][2180/3757] lr: 6.742e-02, eta: 5 days, 17:30:48, time: 0.804, data_time: 0.006, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6133, loss_cls: 2.9586, loss: 2.9586, grad_norm: 2.5733 2020-07-27 11:35:08,219 - mmaction - INFO - Epoch [100][2200/3757] lr: 6.742e-02, eta: 5 days, 17:30:30, time: 0.806, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6219, loss_cls: 2.9127, loss: 2.9127, grad_norm: 2.6032 2020-07-27 11:35:24,342 - mmaction - INFO - Epoch [100][2220/3757] lr: 6.742e-02, eta: 5 days, 17:30:11, time: 0.806, data_time: 0.012, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6023, loss_cls: 2.9557, loss: 2.9557, grad_norm: 2.5214 2020-07-27 11:35:40,214 - mmaction - INFO - Epoch [100][2240/3757] lr: 6.742e-02, eta: 5 days, 17:29:52, time: 0.794, data_time: 0.002, memory: 6196, top1_acc: 0.3844, top5_acc: 0.6320, loss_cls: 2.7745, loss: 2.7745, grad_norm: 2.4799 2020-07-27 11:35:56,005 - mmaction - INFO - Epoch [100][2260/3757] lr: 6.742e-02, eta: 5 days, 17:29:33, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6250, loss_cls: 2.8682, loss: 2.8682, grad_norm: 2.6126 2020-07-27 11:36:11,883 - mmaction - INFO - Epoch [100][2280/3757] lr: 6.742e-02, eta: 5 days, 17:29:14, time: 0.794, data_time: 0.001, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6102, loss_cls: 2.9551, loss: 2.9551, grad_norm: 2.5513 2020-07-27 11:36:27,783 - mmaction - INFO - Epoch [100][2300/3757] lr: 6.742e-02, eta: 5 days, 17:28:55, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6258, loss_cls: 2.8545, loss: 2.8545, grad_norm: 2.6455 2020-07-27 11:36:43,747 - mmaction - INFO - Epoch [100][2320/3757] lr: 6.742e-02, eta: 5 days, 17:28:36, time: 0.800, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6039, loss_cls: 2.9767, loss: 2.9767, grad_norm: 2.6197 2020-07-27 11:36:59,556 - mmaction - INFO - Epoch [100][2340/3757] lr: 6.742e-02, eta: 5 days, 17:28:17, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3328, top5_acc: 0.5930, loss_cls: 3.0289, loss: 3.0289, grad_norm: 2.5847 2020-07-27 11:37:15,314 - mmaction - INFO - Epoch [100][2360/3757] lr: 6.742e-02, eta: 5 days, 17:27:58, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6086, loss_cls: 2.9639, loss: 2.9639, grad_norm: 2.5742 2020-07-27 11:37:31,241 - mmaction - INFO - Epoch [100][2380/3757] lr: 6.742e-02, eta: 5 days, 17:27:39, time: 0.796, data_time: 0.001, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6148, loss_cls: 2.8912, loss: 2.8912, grad_norm: 2.5851 2020-07-27 11:37:47,096 - mmaction - INFO - Epoch [100][2400/3757] lr: 6.742e-02, eta: 5 days, 17:27:20, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6164, loss_cls: 2.8977, loss: 2.8977, grad_norm: 2.4961 2020-07-27 11:38:02,979 - mmaction - INFO - Epoch [100][2420/3757] lr: 6.742e-02, eta: 5 days, 17:27:01, time: 0.794, data_time: 0.007, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6070, loss_cls: 2.9158, loss: 2.9158, grad_norm: 2.5144 2020-07-27 11:38:18,847 - mmaction - INFO - Epoch [100][2440/3757] lr: 6.742e-02, eta: 5 days, 17:26:42, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5914, loss_cls: 2.9659, loss: 2.9659, grad_norm: 2.5108 2020-07-27 11:38:34,709 - mmaction - INFO - Epoch [100][2460/3757] lr: 6.742e-02, eta: 5 days, 17:26:23, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6250, loss_cls: 2.8967, loss: 2.8967, grad_norm: 2.5661 2020-07-27 11:38:50,727 - mmaction - INFO - Epoch [100][2480/3757] lr: 6.742e-02, eta: 5 days, 17:26:05, time: 0.801, data_time: 0.001, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6094, loss_cls: 2.8991, loss: 2.8991, grad_norm: 2.5536 2020-07-27 11:39:06,478 - mmaction - INFO - Epoch [100][2500/3757] lr: 6.742e-02, eta: 5 days, 17:25:45, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6062, loss_cls: 2.8672, loss: 2.8672, grad_norm: 2.5398 2020-07-27 11:39:22,163 - mmaction - INFO - Epoch [100][2520/3757] lr: 6.742e-02, eta: 5 days, 17:25:26, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5961, loss_cls: 2.9694, loss: 2.9694, grad_norm: 2.5756 2020-07-27 11:39:37,990 - mmaction - INFO - Epoch [100][2540/3757] lr: 6.742e-02, eta: 5 days, 17:25:07, time: 0.791, data_time: 0.008, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5906, loss_cls: 2.9980, loss: 2.9980, grad_norm: 2.4945 2020-07-27 11:39:53,712 - mmaction - INFO - Epoch [100][2560/3757] lr: 6.742e-02, eta: 5 days, 17:24:48, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6047, loss_cls: 2.9660, loss: 2.9660, grad_norm: 2.4766 2020-07-27 11:40:09,515 - mmaction - INFO - Epoch [100][2580/3757] lr: 6.742e-02, eta: 5 days, 17:24:29, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6172, loss_cls: 2.8975, loss: 2.8975, grad_norm: 2.5051 2020-07-27 11:40:25,276 - mmaction - INFO - Epoch [100][2600/3757] lr: 6.742e-02, eta: 5 days, 17:24:09, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6219, loss_cls: 2.8318, loss: 2.8318, grad_norm: 2.5193 2020-07-27 11:40:41,074 - mmaction - INFO - Epoch [100][2620/3757] lr: 6.742e-02, eta: 5 days, 17:23:50, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6328, loss_cls: 2.8785, loss: 2.8785, grad_norm: 2.5913 2020-07-27 11:40:56,861 - mmaction - INFO - Epoch [100][2640/3757] lr: 6.742e-02, eta: 5 days, 17:23:31, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6062, loss_cls: 2.9383, loss: 2.9383, grad_norm: 2.5964 2020-07-27 11:41:12,631 - mmaction - INFO - Epoch [100][2660/3757] lr: 6.742e-02, eta: 5 days, 17:23:12, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5969, loss_cls: 2.9542, loss: 2.9542, grad_norm: 2.6442 2020-07-27 11:41:28,437 - mmaction - INFO - Epoch [100][2680/3757] lr: 6.742e-02, eta: 5 days, 17:22:53, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5945, loss_cls: 3.0002, loss: 3.0002, grad_norm: 2.5188 2020-07-27 11:41:44,243 - mmaction - INFO - Epoch [100][2700/3757] lr: 6.742e-02, eta: 5 days, 17:22:34, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6227, loss_cls: 2.9292, loss: 2.9292, grad_norm: 2.5645 2020-07-27 11:42:00,148 - mmaction - INFO - Epoch [100][2720/3757] lr: 6.742e-02, eta: 5 days, 17:22:15, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6141, loss_cls: 2.8659, loss: 2.8659, grad_norm: 2.4847 2020-07-27 11:42:15,921 - mmaction - INFO - Epoch [100][2740/3757] lr: 6.742e-02, eta: 5 days, 17:21:56, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3734, top5_acc: 0.5898, loss_cls: 2.9850, loss: 2.9850, grad_norm: 2.4598 2020-07-27 11:42:31,723 - mmaction - INFO - Epoch [100][2760/3757] lr: 6.742e-02, eta: 5 days, 17:21:36, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6344, loss_cls: 2.8328, loss: 2.8328, grad_norm: 2.4996 2020-07-27 11:42:47,600 - mmaction - INFO - Epoch [100][2780/3757] lr: 6.742e-02, eta: 5 days, 17:21:17, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5977, loss_cls: 2.9804, loss: 2.9804, grad_norm: 2.5357 2020-07-27 11:43:03,813 - mmaction - INFO - Epoch [100][2800/3757] lr: 6.742e-02, eta: 5 days, 17:20:59, time: 0.812, data_time: 0.005, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6016, loss_cls: 2.9759, loss: 2.9759, grad_norm: 2.4812 2020-07-27 11:43:19,645 - mmaction - INFO - Epoch [100][2820/3757] lr: 6.742e-02, eta: 5 days, 17:20:40, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6266, loss_cls: 2.9183, loss: 2.9183, grad_norm: 2.5748 2020-07-27 11:43:35,507 - mmaction - INFO - Epoch [100][2840/3757] lr: 6.742e-02, eta: 5 days, 17:20:21, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6422, loss_cls: 2.8548, loss: 2.8548, grad_norm: 2.5774 2020-07-27 11:43:51,309 - mmaction - INFO - Epoch [100][2860/3757] lr: 6.742e-02, eta: 5 days, 17:20:02, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6172, loss_cls: 2.8675, loss: 2.8675, grad_norm: 2.5419 2020-07-27 11:44:07,000 - mmaction - INFO - Epoch [100][2880/3757] lr: 6.742e-02, eta: 5 days, 17:19:43, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.8887, loss: 2.8887, grad_norm: 2.4961 2020-07-27 11:44:22,896 - mmaction - INFO - Epoch [100][2900/3757] lr: 6.742e-02, eta: 5 days, 17:19:24, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6430, loss_cls: 2.8767, loss: 2.8767, grad_norm: 2.5455 2020-07-27 11:44:38,683 - mmaction - INFO - Epoch [100][2920/3757] lr: 6.742e-02, eta: 5 days, 17:19:05, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5820, loss_cls: 2.9816, loss: 2.9816, grad_norm: 2.4885 2020-07-27 11:44:54,467 - mmaction - INFO - Epoch [100][2940/3757] lr: 6.742e-02, eta: 5 days, 17:18:46, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6008, loss_cls: 3.0428, loss: 3.0428, grad_norm: 2.5823 2020-07-27 11:45:10,215 - mmaction - INFO - Epoch [100][2960/3757] lr: 6.742e-02, eta: 5 days, 17:18:26, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6305, loss_cls: 2.8656, loss: 2.8656, grad_norm: 2.4873 2020-07-27 11:45:26,004 - mmaction - INFO - Epoch [100][2980/3757] lr: 6.742e-02, eta: 5 days, 17:18:07, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.6094, loss_cls: 2.9544, loss: 2.9544, grad_norm: 2.5314 2020-07-27 11:45:41,761 - mmaction - INFO - Epoch [100][3000/3757] lr: 6.742e-02, eta: 5 days, 17:17:48, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6195, loss_cls: 2.9271, loss: 2.9271, grad_norm: 2.5022 2020-07-27 11:45:57,481 - mmaction - INFO - Epoch [100][3020/3757] lr: 6.742e-02, eta: 5 days, 17:17:29, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6195, loss_cls: 2.8656, loss: 2.8656, grad_norm: 2.5659 2020-07-27 11:46:13,243 - mmaction - INFO - Epoch [100][3040/3757] lr: 6.742e-02, eta: 5 days, 17:17:09, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6055, loss_cls: 2.9651, loss: 2.9651, grad_norm: 2.6222 2020-07-27 11:46:29,110 - mmaction - INFO - Epoch [100][3060/3757] lr: 6.742e-02, eta: 5 days, 17:16:50, time: 0.794, data_time: 0.009, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6016, loss_cls: 2.9393, loss: 2.9393, grad_norm: 2.6204 2020-07-27 11:46:44,951 - mmaction - INFO - Epoch [100][3080/3757] lr: 6.742e-02, eta: 5 days, 17:16:31, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6219, loss_cls: 2.8606, loss: 2.8606, grad_norm: 2.5829 2020-07-27 11:47:00,744 - mmaction - INFO - Epoch [100][3100/3757] lr: 6.742e-02, eta: 5 days, 17:16:12, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6203, loss_cls: 2.8303, loss: 2.8303, grad_norm: 2.5475 2020-07-27 11:47:16,505 - mmaction - INFO - Epoch [100][3120/3757] lr: 6.742e-02, eta: 5 days, 17:15:53, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6148, loss_cls: 2.9134, loss: 2.9134, grad_norm: 2.5757 2020-07-27 11:47:32,324 - mmaction - INFO - Epoch [100][3140/3757] lr: 6.742e-02, eta: 5 days, 17:15:34, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6180, loss_cls: 2.9550, loss: 2.9550, grad_norm: 2.6423 2020-07-27 11:47:48,500 - mmaction - INFO - Epoch [100][3160/3757] lr: 6.742e-02, eta: 5 days, 17:15:16, time: 0.809, data_time: 0.019, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5977, loss_cls: 3.0397, loss: 3.0397, grad_norm: 2.6609 2020-07-27 11:48:04,548 - mmaction - INFO - Epoch [100][3180/3757] lr: 6.742e-02, eta: 5 days, 17:14:57, time: 0.802, data_time: 0.015, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6164, loss_cls: 2.8900, loss: 2.8900, grad_norm: 2.4822 2020-07-27 11:48:20,365 - mmaction - INFO - Epoch [100][3200/3757] lr: 6.742e-02, eta: 5 days, 17:14:38, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6102, loss_cls: 2.9013, loss: 2.9013, grad_norm: 2.5208 2020-07-27 11:48:36,167 - mmaction - INFO - Epoch [100][3220/3757] lr: 6.742e-02, eta: 5 days, 17:14:19, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6008, loss_cls: 2.9564, loss: 2.9564, grad_norm: 2.5121 2020-07-27 11:48:51,991 - mmaction - INFO - Epoch [100][3240/3757] lr: 6.742e-02, eta: 5 days, 17:14:00, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6133, loss_cls: 2.9472, loss: 2.9472, grad_norm: 2.5531 2020-07-27 11:49:07,744 - mmaction - INFO - Epoch [100][3260/3757] lr: 6.742e-02, eta: 5 days, 17:13:41, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5938, loss_cls: 2.9520, loss: 2.9520, grad_norm: 2.5475 2020-07-27 11:49:23,564 - mmaction - INFO - Epoch [100][3280/3757] lr: 6.742e-02, eta: 5 days, 17:13:22, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.6047, loss_cls: 2.9988, loss: 2.9988, grad_norm: 2.5053 2020-07-27 11:49:39,457 - mmaction - INFO - Epoch [100][3300/3757] lr: 6.742e-02, eta: 5 days, 17:13:03, time: 0.793, data_time: 0.009, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5922, loss_cls: 3.0218, loss: 3.0218, grad_norm: 2.4929 2020-07-27 11:49:55,307 - mmaction - INFO - Epoch [100][3320/3757] lr: 6.742e-02, eta: 5 days, 17:12:44, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6102, loss_cls: 2.9533, loss: 2.9533, grad_norm: 2.5232 2020-07-27 11:50:11,103 - mmaction - INFO - Epoch [100][3340/3757] lr: 6.742e-02, eta: 5 days, 17:12:25, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6078, loss_cls: 2.9427, loss: 2.9427, grad_norm: 2.5599 2020-07-27 11:50:26,910 - mmaction - INFO - Epoch [100][3360/3757] lr: 6.742e-02, eta: 5 days, 17:12:06, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6148, loss_cls: 2.9148, loss: 2.9148, grad_norm: 2.5569 2020-07-27 11:50:42,694 - mmaction - INFO - Epoch [100][3380/3757] lr: 6.742e-02, eta: 5 days, 17:11:46, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6320, loss_cls: 2.8405, loss: 2.8405, grad_norm: 2.6228 2020-07-27 11:50:58,536 - mmaction - INFO - Epoch [100][3400/3757] lr: 6.742e-02, eta: 5 days, 17:11:27, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6047, loss_cls: 2.9440, loss: 2.9440, grad_norm: 2.5730 2020-07-27 11:51:14,313 - mmaction - INFO - Epoch [100][3420/3757] lr: 6.742e-02, eta: 5 days, 17:11:08, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6078, loss_cls: 2.9096, loss: 2.9096, grad_norm: 2.5725 2020-07-27 11:51:30,085 - mmaction - INFO - Epoch [100][3440/3757] lr: 6.742e-02, eta: 5 days, 17:10:49, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5961, loss_cls: 2.9799, loss: 2.9799, grad_norm: 2.5638 2020-07-27 11:51:45,894 - mmaction - INFO - Epoch [100][3460/3757] lr: 6.742e-02, eta: 5 days, 17:10:30, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6016, loss_cls: 2.9885, loss: 2.9885, grad_norm: 2.5269 2020-07-27 11:52:07,578 - mmaction - INFO - Epoch [100][3480/3757] lr: 6.742e-02, eta: 5 days, 17:10:24, time: 1.084, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5883, loss_cls: 2.9814, loss: 2.9814, grad_norm: 2.5160 2020-07-27 11:52:28,300 - mmaction - INFO - Epoch [100][3500/3757] lr: 6.742e-02, eta: 5 days, 17:10:15, time: 1.036, data_time: 0.001, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6133, loss_cls: 2.8942, loss: 2.8942, grad_norm: 2.5857 2020-07-27 11:52:44,096 - mmaction - INFO - Epoch [100][3520/3757] lr: 6.742e-02, eta: 5 days, 17:09:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5906, loss_cls: 3.0128, loss: 3.0128, grad_norm: 2.5544 2020-07-27 11:52:59,960 - mmaction - INFO - Epoch [100][3540/3757] lr: 6.742e-02, eta: 5 days, 17:09:37, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6266, loss_cls: 2.8533, loss: 2.8533, grad_norm: 2.4638 2020-07-27 11:53:15,811 - mmaction - INFO - Epoch [100][3560/3757] lr: 6.742e-02, eta: 5 days, 17:09:18, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6242, loss_cls: 2.8536, loss: 2.8536, grad_norm: 2.6587 2020-07-27 11:53:31,551 - mmaction - INFO - Epoch [100][3580/3757] lr: 6.742e-02, eta: 5 days, 17:08:59, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6000, loss_cls: 2.9737, loss: 2.9737, grad_norm: 2.5891 2020-07-27 11:53:47,423 - mmaction - INFO - Epoch [100][3600/3757] lr: 6.742e-02, eta: 5 days, 17:08:40, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.5992, loss_cls: 2.9489, loss: 2.9489, grad_norm: 2.6030 2020-07-27 11:54:03,159 - mmaction - INFO - Epoch [100][3620/3757] lr: 6.742e-02, eta: 5 days, 17:08:21, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6031, loss_cls: 2.9700, loss: 2.9700, grad_norm: 2.4969 2020-07-27 11:54:18,978 - mmaction - INFO - Epoch [100][3640/3757] lr: 6.742e-02, eta: 5 days, 17:08:02, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6164, loss_cls: 2.8620, loss: 2.8620, grad_norm: 2.5447 2020-07-27 11:54:34,763 - mmaction - INFO - Epoch [100][3660/3757] lr: 6.742e-02, eta: 5 days, 17:07:42, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6250, loss_cls: 2.8849, loss: 2.8849, grad_norm: 2.5674 2020-07-27 11:54:50,498 - mmaction - INFO - Epoch [100][3680/3757] lr: 6.742e-02, eta: 5 days, 17:07:23, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6141, loss_cls: 2.8830, loss: 2.8830, grad_norm: 2.5129 2020-07-27 11:55:06,172 - mmaction - INFO - Epoch [100][3700/3757] lr: 6.742e-02, eta: 5 days, 17:07:04, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6086, loss_cls: 2.9348, loss: 2.9348, grad_norm: 2.5988 2020-07-27 11:55:21,904 - mmaction - INFO - Epoch [100][3720/3757] lr: 6.742e-02, eta: 5 days, 17:06:45, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6055, loss_cls: 2.9062, loss: 2.9062, grad_norm: 2.5370 2020-07-27 11:55:37,976 - mmaction - INFO - Epoch [100][3740/3757] lr: 6.742e-02, eta: 5 days, 17:06:26, time: 0.804, data_time: 0.017, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6219, loss_cls: 2.8436, loss: 2.8436, grad_norm: 2.5331 2020-07-27 11:56:00,446 - mmaction - INFO - Saving checkpoint at 100 epochs 2020-07-27 11:59:18,978 - mmaction - INFO - Epoch [101][20/3757] lr: 6.684e-02, eta: 5 days, 17:11:55, time: 9.865, data_time: 8.958, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6258, loss_cls: 2.8860, loss: 2.8860, grad_norm: 2.5604 2020-07-27 11:59:34,751 - mmaction - INFO - Epoch [101][40/3757] lr: 6.684e-02, eta: 5 days, 17:11:36, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6344, loss_cls: 2.8120, loss: 2.8120, grad_norm: 2.5338 2020-07-27 11:59:50,509 - mmaction - INFO - Epoch [101][60/3757] lr: 6.684e-02, eta: 5 days, 17:11:16, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3875, top5_acc: 0.6102, loss_cls: 2.7697, loss: 2.7697, grad_norm: 2.5505 2020-07-27 12:00:12,194 - mmaction - INFO - Epoch [101][80/3757] lr: 6.684e-02, eta: 5 days, 17:11:10, time: 1.072, data_time: 0.001, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6109, loss_cls: 2.9000, loss: 2.9000, grad_norm: 2.6122 2020-07-27 12:00:28,150 - mmaction - INFO - Epoch [101][100/3757] lr: 6.684e-02, eta: 5 days, 17:10:51, time: 0.810, data_time: 0.022, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6000, loss_cls: 2.9801, loss: 2.9801, grad_norm: 2.5617 2020-07-27 12:00:44,003 - mmaction - INFO - Epoch [101][120/3757] lr: 6.684e-02, eta: 5 days, 17:10:32, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6086, loss_cls: 2.8752, loss: 2.8752, grad_norm: 2.5901 2020-07-27 12:00:59,949 - mmaction - INFO - Epoch [101][140/3757] lr: 6.684e-02, eta: 5 days, 17:10:13, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6094, loss_cls: 2.9091, loss: 2.9091, grad_norm: 2.6559 2020-07-27 12:01:15,718 - mmaction - INFO - Epoch [101][160/3757] lr: 6.684e-02, eta: 5 days, 17:09:54, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6109, loss_cls: 2.8524, loss: 2.8524, grad_norm: 2.6294 2020-07-27 12:01:31,508 - mmaction - INFO - Epoch [101][180/3757] lr: 6.684e-02, eta: 5 days, 17:09:35, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 2.9485, loss: 2.9485, grad_norm: 2.6681 2020-07-27 12:01:47,320 - mmaction - INFO - Epoch [101][200/3757] lr: 6.684e-02, eta: 5 days, 17:09:16, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6117, loss_cls: 2.8696, loss: 2.8696, grad_norm: 2.5378 2020-07-27 12:02:03,065 - mmaction - INFO - Epoch [101][220/3757] lr: 6.684e-02, eta: 5 days, 17:08:57, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6188, loss_cls: 2.8711, loss: 2.8711, grad_norm: 2.5145 2020-07-27 12:02:18,854 - mmaction - INFO - Epoch [101][240/3757] lr: 6.684e-02, eta: 5 days, 17:08:37, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6055, loss_cls: 2.9176, loss: 2.9176, grad_norm: 2.5308 2020-07-27 12:02:34,683 - mmaction - INFO - Epoch [101][260/3757] lr: 6.684e-02, eta: 5 days, 17:08:18, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6492, loss_cls: 2.7952, loss: 2.7952, grad_norm: 2.4928 2020-07-27 12:02:50,436 - mmaction - INFO - Epoch [101][280/3757] lr: 6.684e-02, eta: 5 days, 17:07:59, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6133, loss_cls: 2.8443, loss: 2.8443, grad_norm: 2.6156 2020-07-27 12:03:06,285 - mmaction - INFO - Epoch [101][300/3757] lr: 6.684e-02, eta: 5 days, 17:07:40, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6023, loss_cls: 2.9442, loss: 2.9442, grad_norm: 2.5971 2020-07-27 12:03:22,061 - mmaction - INFO - Epoch [101][320/3757] lr: 6.684e-02, eta: 5 days, 17:07:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6148, loss_cls: 2.8666, loss: 2.8666, grad_norm: 2.5314 2020-07-27 12:03:37,861 - mmaction - INFO - Epoch [101][340/3757] lr: 6.684e-02, eta: 5 days, 17:07:02, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6297, loss_cls: 2.8299, loss: 2.8299, grad_norm: 2.5790 2020-07-27 12:03:53,634 - mmaction - INFO - Epoch [101][360/3757] lr: 6.684e-02, eta: 5 days, 17:06:43, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6055, loss_cls: 2.9217, loss: 2.9217, grad_norm: 2.6015 2020-07-27 12:04:09,393 - mmaction - INFO - Epoch [101][380/3757] lr: 6.684e-02, eta: 5 days, 17:06:23, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5891, loss_cls: 2.9871, loss: 2.9871, grad_norm: 2.5681 2020-07-27 12:04:25,188 - mmaction - INFO - Epoch [101][400/3757] lr: 6.684e-02, eta: 5 days, 17:06:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6203, loss_cls: 2.8824, loss: 2.8824, grad_norm: 2.5204 2020-07-27 12:04:40,965 - mmaction - INFO - Epoch [101][420/3757] lr: 6.684e-02, eta: 5 days, 17:05:45, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6250, loss_cls: 2.8185, loss: 2.8185, grad_norm: 2.5500 2020-07-27 12:04:56,809 - mmaction - INFO - Epoch [101][440/3757] lr: 6.684e-02, eta: 5 days, 17:05:26, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6148, loss_cls: 2.8608, loss: 2.8608, grad_norm: 2.5282 2020-07-27 12:05:12,489 - mmaction - INFO - Epoch [101][460/3757] lr: 6.684e-02, eta: 5 days, 17:05:07, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6297, loss_cls: 2.8305, loss: 2.8305, grad_norm: 2.5443 2020-07-27 12:05:28,352 - mmaction - INFO - Epoch [101][480/3757] lr: 6.684e-02, eta: 5 days, 17:04:48, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6328, loss_cls: 2.8166, loss: 2.8166, grad_norm: 2.6426 2020-07-27 12:05:44,127 - mmaction - INFO - Epoch [101][500/3757] lr: 6.684e-02, eta: 5 days, 17:04:28, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6250, loss_cls: 2.8868, loss: 2.8868, grad_norm: 2.6140 2020-07-27 12:05:59,809 - mmaction - INFO - Epoch [101][520/3757] lr: 6.684e-02, eta: 5 days, 17:04:09, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3930, top5_acc: 0.6453, loss_cls: 2.7235, loss: 2.7235, grad_norm: 2.4889 2020-07-27 12:06:15,514 - mmaction - INFO - Epoch [101][540/3757] lr: 6.684e-02, eta: 5 days, 17:03:50, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6258, loss_cls: 2.8830, loss: 2.8830, grad_norm: 2.6442 2020-07-27 12:06:31,371 - mmaction - INFO - Epoch [101][560/3757] lr: 6.684e-02, eta: 5 days, 17:03:31, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6289, loss_cls: 2.8858, loss: 2.8858, grad_norm: 2.5609 2020-07-27 12:06:47,282 - mmaction - INFO - Epoch [101][580/3757] lr: 6.684e-02, eta: 5 days, 17:03:12, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6172, loss_cls: 2.8723, loss: 2.8723, grad_norm: 2.6254 2020-07-27 12:07:03,100 - mmaction - INFO - Epoch [101][600/3757] lr: 6.684e-02, eta: 5 days, 17:02:53, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 2.9208, loss: 2.9208, grad_norm: 2.6619 2020-07-27 12:07:18,899 - mmaction - INFO - Epoch [101][620/3757] lr: 6.684e-02, eta: 5 days, 17:02:34, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6180, loss_cls: 2.8820, loss: 2.8820, grad_norm: 2.6010 2020-07-27 12:07:34,741 - mmaction - INFO - Epoch [101][640/3757] lr: 6.684e-02, eta: 5 days, 17:02:15, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.5828, loss_cls: 2.9995, loss: 2.9995, grad_norm: 2.5757 2020-07-27 12:07:50,642 - mmaction - INFO - Epoch [101][660/3757] lr: 6.684e-02, eta: 5 days, 17:01:56, time: 0.796, data_time: 0.011, memory: 6196, top1_acc: 0.3625, top5_acc: 0.5977, loss_cls: 2.9199, loss: 2.9199, grad_norm: 2.5898 2020-07-27 12:08:06,398 - mmaction - INFO - Epoch [101][680/3757] lr: 6.684e-02, eta: 5 days, 17:01:36, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3797, top5_acc: 0.6273, loss_cls: 2.8238, loss: 2.8238, grad_norm: 2.5514 2020-07-27 12:08:22,285 - mmaction - INFO - Epoch [101][700/3757] lr: 6.684e-02, eta: 5 days, 17:01:18, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6219, loss_cls: 2.9098, loss: 2.9098, grad_norm: 2.5679 2020-07-27 12:08:38,028 - mmaction - INFO - Epoch [101][720/3757] lr: 6.684e-02, eta: 5 days, 17:00:58, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.6016, loss_cls: 2.9918, loss: 2.9918, grad_norm: 2.6813 2020-07-27 12:08:53,846 - mmaction - INFO - Epoch [101][740/3757] lr: 6.684e-02, eta: 5 days, 17:00:39, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6273, loss_cls: 2.8125, loss: 2.8125, grad_norm: 2.5653 2020-07-27 12:09:09,664 - mmaction - INFO - Epoch [101][760/3757] lr: 6.684e-02, eta: 5 days, 17:00:20, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5977, loss_cls: 3.0165, loss: 3.0165, grad_norm: 2.6290 2020-07-27 12:09:25,606 - mmaction - INFO - Epoch [101][780/3757] lr: 6.684e-02, eta: 5 days, 17:00:01, time: 0.799, data_time: 0.014, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6180, loss_cls: 2.9260, loss: 2.9260, grad_norm: 2.5757 2020-07-27 12:09:41,458 - mmaction - INFO - Epoch [101][800/3757] lr: 6.684e-02, eta: 5 days, 16:59:42, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5898, loss_cls: 2.9558, loss: 2.9558, grad_norm: 2.6333 2020-07-27 12:09:57,375 - mmaction - INFO - Epoch [101][820/3757] lr: 6.684e-02, eta: 5 days, 16:59:23, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5844, loss_cls: 3.0060, loss: 3.0060, grad_norm: 2.5356 2020-07-27 12:10:13,227 - mmaction - INFO - Epoch [101][840/3757] lr: 6.684e-02, eta: 5 days, 16:59:04, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6055, loss_cls: 2.9182, loss: 2.9182, grad_norm: 2.5546 2020-07-27 12:10:29,014 - mmaction - INFO - Epoch [101][860/3757] lr: 6.684e-02, eta: 5 days, 16:58:45, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6086, loss_cls: 2.8862, loss: 2.8862, grad_norm: 2.5250 2020-07-27 12:10:44,899 - mmaction - INFO - Epoch [101][880/3757] lr: 6.684e-02, eta: 5 days, 16:58:26, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6242, loss_cls: 2.7995, loss: 2.7995, grad_norm: 2.5462 2020-07-27 12:11:00,744 - mmaction - INFO - Epoch [101][900/3757] lr: 6.684e-02, eta: 5 days, 16:58:07, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6273, loss_cls: 2.8754, loss: 2.8754, grad_norm: 2.6067 2020-07-27 12:11:16,853 - mmaction - INFO - Epoch [101][920/3757] lr: 6.684e-02, eta: 5 days, 16:57:49, time: 0.803, data_time: 0.001, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6000, loss_cls: 2.9262, loss: 2.9262, grad_norm: 2.6183 2020-07-27 12:11:32,801 - mmaction - INFO - Epoch [101][940/3757] lr: 6.684e-02, eta: 5 days, 16:57:30, time: 0.799, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6102, loss_cls: 2.9023, loss: 2.9023, grad_norm: 2.6412 2020-07-27 12:11:48,695 - mmaction - INFO - Epoch [101][960/3757] lr: 6.684e-02, eta: 5 days, 16:57:11, time: 0.794, data_time: 0.002, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5875, loss_cls: 3.0675, loss: 3.0675, grad_norm: 2.6160 2020-07-27 12:12:04,612 - mmaction - INFO - Epoch [101][980/3757] lr: 6.684e-02, eta: 5 days, 16:56:52, time: 0.797, data_time: 0.002, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6094, loss_cls: 2.8634, loss: 2.8634, grad_norm: 2.5982 2020-07-27 12:12:20,540 - mmaction - INFO - Epoch [101][1000/3757] lr: 6.684e-02, eta: 5 days, 16:56:33, time: 0.797, data_time: 0.002, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6125, loss_cls: 2.8978, loss: 2.8978, grad_norm: 2.6510 2020-07-27 12:12:36,448 - mmaction - INFO - Epoch [101][1020/3757] lr: 6.684e-02, eta: 5 days, 16:56:15, time: 0.796, data_time: 0.001, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6008, loss_cls: 2.9898, loss: 2.9898, grad_norm: 2.6546 2020-07-27 12:12:52,285 - mmaction - INFO - Epoch [101][1040/3757] lr: 6.684e-02, eta: 5 days, 16:55:55, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6078, loss_cls: 2.9550, loss: 2.9550, grad_norm: 2.6093 2020-07-27 12:13:08,145 - mmaction - INFO - Epoch [101][1060/3757] lr: 6.684e-02, eta: 5 days, 16:55:36, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6055, loss_cls: 2.8941, loss: 2.8941, grad_norm: 2.5342 2020-07-27 12:13:24,087 - mmaction - INFO - Epoch [101][1080/3757] lr: 6.684e-02, eta: 5 days, 16:55:18, time: 0.797, data_time: 0.002, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6047, loss_cls: 2.9673, loss: 2.9673, grad_norm: 2.5930 2020-07-27 12:13:40,053 - mmaction - INFO - Epoch [101][1100/3757] lr: 6.684e-02, eta: 5 days, 16:54:59, time: 0.799, data_time: 0.002, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6250, loss_cls: 2.8342, loss: 2.8342, grad_norm: 2.5254 2020-07-27 12:13:55,826 - mmaction - INFO - Epoch [101][1120/3757] lr: 6.684e-02, eta: 5 days, 16:54:40, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6117, loss_cls: 2.9080, loss: 2.9080, grad_norm: 2.6237 2020-07-27 12:14:11,641 - mmaction - INFO - Epoch [101][1140/3757] lr: 6.684e-02, eta: 5 days, 16:54:21, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6258, loss_cls: 2.8873, loss: 2.8873, grad_norm: 2.6077 2020-07-27 12:14:27,617 - mmaction - INFO - Epoch [101][1160/3757] lr: 6.684e-02, eta: 5 days, 16:54:02, time: 0.798, data_time: 0.001, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6320, loss_cls: 2.8550, loss: 2.8550, grad_norm: 2.5631 2020-07-27 12:14:43,568 - mmaction - INFO - Epoch [101][1180/3757] lr: 6.684e-02, eta: 5 days, 16:53:43, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6055, loss_cls: 2.9582, loss: 2.9582, grad_norm: 2.5619 2020-07-27 12:14:59,402 - mmaction - INFO - Epoch [101][1200/3757] lr: 6.684e-02, eta: 5 days, 16:53:24, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5938, loss_cls: 3.0220, loss: 3.0220, grad_norm: 2.5571 2020-07-27 12:15:15,261 - mmaction - INFO - Epoch [101][1220/3757] lr: 6.684e-02, eta: 5 days, 16:53:05, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6125, loss_cls: 2.9480, loss: 2.9480, grad_norm: 2.5500 2020-07-27 12:15:31,098 - mmaction - INFO - Epoch [101][1240/3757] lr: 6.684e-02, eta: 5 days, 16:52:46, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5859, loss_cls: 3.0438, loss: 3.0438, grad_norm: 2.5541 2020-07-27 12:15:46,957 - mmaction - INFO - Epoch [101][1260/3757] lr: 6.684e-02, eta: 5 days, 16:52:27, time: 0.792, data_time: 0.006, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6266, loss_cls: 2.8408, loss: 2.8408, grad_norm: 2.5214 2020-07-27 12:16:03,142 - mmaction - INFO - Epoch [101][1280/3757] lr: 6.684e-02, eta: 5 days, 16:52:09, time: 0.810, data_time: 0.021, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6258, loss_cls: 2.8712, loss: 2.8712, grad_norm: 2.5628 2020-07-27 12:16:19,461 - mmaction - INFO - Epoch [101][1300/3757] lr: 6.684e-02, eta: 5 days, 16:51:51, time: 0.816, data_time: 0.023, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6203, loss_cls: 2.8659, loss: 2.8659, grad_norm: 2.6070 2020-07-27 12:16:35,297 - mmaction - INFO - Epoch [101][1320/3757] lr: 6.684e-02, eta: 5 days, 16:51:32, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6312, loss_cls: 2.8198, loss: 2.8198, grad_norm: 2.5831 2020-07-27 12:16:51,150 - mmaction - INFO - Epoch [101][1340/3757] lr: 6.684e-02, eta: 5 days, 16:51:13, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6211, loss_cls: 2.8754, loss: 2.8754, grad_norm: 2.5869 2020-07-27 12:17:07,006 - mmaction - INFO - Epoch [101][1360/3757] lr: 6.684e-02, eta: 5 days, 16:50:54, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6406, loss_cls: 2.8484, loss: 2.8484, grad_norm: 2.5259 2020-07-27 12:17:23,229 - mmaction - INFO - Epoch [101][1380/3757] lr: 6.684e-02, eta: 5 days, 16:50:36, time: 0.811, data_time: 0.022, memory: 6196, top1_acc: 0.3266, top5_acc: 0.5891, loss_cls: 2.9995, loss: 2.9995, grad_norm: 2.6726 2020-07-27 12:17:39,037 - mmaction - INFO - Epoch [101][1400/3757] lr: 6.684e-02, eta: 5 days, 16:50:16, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6031, loss_cls: 3.0039, loss: 3.0039, grad_norm: 2.5436 2020-07-27 12:17:54,953 - mmaction - INFO - Epoch [101][1420/3757] lr: 6.684e-02, eta: 5 days, 16:49:58, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6281, loss_cls: 2.8531, loss: 2.8531, grad_norm: 2.5350 2020-07-27 12:18:10,879 - mmaction - INFO - Epoch [101][1440/3757] lr: 6.684e-02, eta: 5 days, 16:49:39, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5984, loss_cls: 2.9717, loss: 2.9717, grad_norm: 2.5814 2020-07-27 12:18:26,596 - mmaction - INFO - Epoch [101][1460/3757] lr: 6.684e-02, eta: 5 days, 16:49:20, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6258, loss_cls: 2.8752, loss: 2.8752, grad_norm: 2.5674 2020-07-27 12:18:42,440 - mmaction - INFO - Epoch [101][1480/3757] lr: 6.684e-02, eta: 5 days, 16:49:00, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6227, loss_cls: 2.8899, loss: 2.8899, grad_norm: 2.6203 2020-07-27 12:18:58,180 - mmaction - INFO - Epoch [101][1500/3757] lr: 6.684e-02, eta: 5 days, 16:48:41, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5898, loss_cls: 3.0099, loss: 3.0099, grad_norm: 2.6681 2020-07-27 12:19:13,958 - mmaction - INFO - Epoch [101][1520/3757] lr: 6.684e-02, eta: 5 days, 16:48:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6281, loss_cls: 2.8797, loss: 2.8797, grad_norm: 2.6158 2020-07-27 12:19:29,702 - mmaction - INFO - Epoch [101][1540/3757] lr: 6.684e-02, eta: 5 days, 16:48:03, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6102, loss_cls: 2.9620, loss: 2.9620, grad_norm: 2.5659 2020-07-27 12:19:45,512 - mmaction - INFO - Epoch [101][1560/3757] lr: 6.684e-02, eta: 5 days, 16:47:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6172, loss_cls: 2.8250, loss: 2.8250, grad_norm: 2.5247 2020-07-27 12:20:01,355 - mmaction - INFO - Epoch [101][1580/3757] lr: 6.684e-02, eta: 5 days, 16:47:25, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6227, loss_cls: 2.8816, loss: 2.8816, grad_norm: 2.5250 2020-07-27 12:20:17,079 - mmaction - INFO - Epoch [101][1600/3757] lr: 6.684e-02, eta: 5 days, 16:47:06, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5992, loss_cls: 3.0235, loss: 3.0235, grad_norm: 2.6365 2020-07-27 12:20:33,286 - mmaction - INFO - Epoch [101][1620/3757] lr: 6.684e-02, eta: 5 days, 16:46:47, time: 0.810, data_time: 0.019, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6078, loss_cls: 2.9718, loss: 2.9718, grad_norm: 2.6116 2020-07-27 12:20:49,023 - mmaction - INFO - Epoch [101][1640/3757] lr: 6.684e-02, eta: 5 days, 16:46:28, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6203, loss_cls: 2.9100, loss: 2.9100, grad_norm: 2.6289 2020-07-27 12:21:04,896 - mmaction - INFO - Epoch [101][1660/3757] lr: 6.684e-02, eta: 5 days, 16:46:09, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6008, loss_cls: 2.9776, loss: 2.9776, grad_norm: 2.5930 2020-07-27 12:21:20,615 - mmaction - INFO - Epoch [101][1680/3757] lr: 6.684e-02, eta: 5 days, 16:45:50, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5938, loss_cls: 3.0141, loss: 3.0141, grad_norm: 2.5533 2020-07-27 12:21:36,337 - mmaction - INFO - Epoch [101][1700/3757] lr: 6.684e-02, eta: 5 days, 16:45:31, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6039, loss_cls: 2.9686, loss: 2.9686, grad_norm: 2.4829 2020-07-27 12:21:52,151 - mmaction - INFO - Epoch [101][1720/3757] lr: 6.684e-02, eta: 5 days, 16:45:11, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6062, loss_cls: 2.8964, loss: 2.8964, grad_norm: 2.5658 2020-07-27 12:22:07,808 - mmaction - INFO - Epoch [101][1740/3757] lr: 6.684e-02, eta: 5 days, 16:44:52, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6148, loss_cls: 2.8807, loss: 2.8807, grad_norm: 2.5141 2020-07-27 12:22:23,548 - mmaction - INFO - Epoch [101][1760/3757] lr: 6.684e-02, eta: 5 days, 16:44:33, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5836, loss_cls: 3.0271, loss: 3.0271, grad_norm: 2.6203 2020-07-27 12:22:39,354 - mmaction - INFO - Epoch [101][1780/3757] lr: 6.684e-02, eta: 5 days, 16:44:14, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6086, loss_cls: 2.9183, loss: 2.9183, grad_norm: 2.4888 2020-07-27 12:22:55,081 - mmaction - INFO - Epoch [101][1800/3757] lr: 6.684e-02, eta: 5 days, 16:43:54, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6117, loss_cls: 2.9305, loss: 2.9305, grad_norm: 2.5187 2020-07-27 12:23:10,830 - mmaction - INFO - Epoch [101][1820/3757] lr: 6.684e-02, eta: 5 days, 16:43:35, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6094, loss_cls: 2.9875, loss: 2.9875, grad_norm: 2.5473 2020-07-27 12:23:26,645 - mmaction - INFO - Epoch [101][1840/3757] lr: 6.684e-02, eta: 5 days, 16:43:16, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6297, loss_cls: 2.8178, loss: 2.8178, grad_norm: 2.6342 2020-07-27 12:23:42,438 - mmaction - INFO - Epoch [101][1860/3757] lr: 6.684e-02, eta: 5 days, 16:42:57, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6359, loss_cls: 2.8900, loss: 2.8900, grad_norm: 2.5950 2020-07-27 12:23:58,215 - mmaction - INFO - Epoch [101][1880/3757] lr: 6.684e-02, eta: 5 days, 16:42:38, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6062, loss_cls: 2.9257, loss: 2.9257, grad_norm: 2.5628 2020-07-27 12:24:15,524 - mmaction - INFO - Epoch [101][1900/3757] lr: 6.684e-02, eta: 5 days, 16:42:22, time: 0.865, data_time: 0.081, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6203, loss_cls: 2.8818, loss: 2.8818, grad_norm: 2.6425 2020-07-27 12:24:31,326 - mmaction - INFO - Epoch [101][1920/3757] lr: 6.684e-02, eta: 5 days, 16:42:03, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 3.0022, loss: 3.0022, grad_norm: 2.6050 2020-07-27 12:24:47,359 - mmaction - INFO - Epoch [101][1940/3757] lr: 6.684e-02, eta: 5 days, 16:41:44, time: 0.802, data_time: 0.016, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6227, loss_cls: 2.8639, loss: 2.8639, grad_norm: 2.5319 2020-07-27 12:25:03,768 - mmaction - INFO - Epoch [101][1960/3757] lr: 6.684e-02, eta: 5 days, 16:41:27, time: 0.821, data_time: 0.025, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6211, loss_cls: 2.8937, loss: 2.8937, grad_norm: 2.5972 2020-07-27 12:25:19,477 - mmaction - INFO - Epoch [101][1980/3757] lr: 6.684e-02, eta: 5 days, 16:41:07, time: 0.785, data_time: 0.005, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6258, loss_cls: 2.8908, loss: 2.8908, grad_norm: 2.5649 2020-07-27 12:25:35,248 - mmaction - INFO - Epoch [101][2000/3757] lr: 6.684e-02, eta: 5 days, 16:40:48, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6016, loss_cls: 2.9494, loss: 2.9494, grad_norm: 2.6018 2020-07-27 12:25:51,023 - mmaction - INFO - Epoch [101][2020/3757] lr: 6.684e-02, eta: 5 days, 16:40:29, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6203, loss_cls: 2.9023, loss: 2.9023, grad_norm: 2.6057 2020-07-27 12:26:06,842 - mmaction - INFO - Epoch [101][2040/3757] lr: 6.684e-02, eta: 5 days, 16:40:10, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6258, loss_cls: 2.8601, loss: 2.8601, grad_norm: 2.5868 2020-07-27 12:26:22,648 - mmaction - INFO - Epoch [101][2060/3757] lr: 6.684e-02, eta: 5 days, 16:39:51, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3641, top5_acc: 0.5969, loss_cls: 2.9577, loss: 2.9577, grad_norm: 2.6698 2020-07-27 12:26:38,785 - mmaction - INFO - Epoch [101][2080/3757] lr: 6.684e-02, eta: 5 days, 16:39:33, time: 0.808, data_time: 0.019, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5742, loss_cls: 3.0372, loss: 3.0372, grad_norm: 2.5257 2020-07-27 12:26:55,162 - mmaction - INFO - Epoch [101][2100/3757] lr: 6.684e-02, eta: 5 days, 16:39:15, time: 0.818, data_time: 0.023, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6266, loss_cls: 2.8503, loss: 2.8503, grad_norm: 2.5374 2020-07-27 12:27:10,915 - mmaction - INFO - Epoch [101][2120/3757] lr: 6.684e-02, eta: 5 days, 16:38:55, time: 0.788, data_time: 0.006, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6039, loss_cls: 2.8960, loss: 2.8960, grad_norm: 2.5565 2020-07-27 12:27:27,116 - mmaction - INFO - Epoch [101][2140/3757] lr: 6.684e-02, eta: 5 days, 16:38:37, time: 0.810, data_time: 0.018, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6148, loss_cls: 2.8543, loss: 2.8543, grad_norm: 2.5270 2020-07-27 12:27:42,849 - mmaction - INFO - Epoch [101][2160/3757] lr: 6.684e-02, eta: 5 days, 16:38:18, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6383, loss_cls: 2.8339, loss: 2.8339, grad_norm: 2.5682 2020-07-27 12:27:58,572 - mmaction - INFO - Epoch [101][2180/3757] lr: 6.684e-02, eta: 5 days, 16:37:59, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 2.9693, loss: 2.9693, grad_norm: 2.5841 2020-07-27 12:28:14,422 - mmaction - INFO - Epoch [101][2200/3757] lr: 6.684e-02, eta: 5 days, 16:37:40, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3391, top5_acc: 0.6211, loss_cls: 2.8993, loss: 2.8993, grad_norm: 2.6180 2020-07-27 12:28:30,164 - mmaction - INFO - Epoch [101][2220/3757] lr: 6.684e-02, eta: 5 days, 16:37:21, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6289, loss_cls: 2.8856, loss: 2.8856, grad_norm: 2.5148 2020-07-27 12:28:45,965 - mmaction - INFO - Epoch [101][2240/3757] lr: 6.684e-02, eta: 5 days, 16:37:01, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6008, loss_cls: 2.9666, loss: 2.9666, grad_norm: 2.5660 2020-07-27 12:29:01,808 - mmaction - INFO - Epoch [101][2260/3757] lr: 6.684e-02, eta: 5 days, 16:36:42, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6227, loss_cls: 2.8695, loss: 2.8695, grad_norm: 2.6205 2020-07-27 12:29:17,655 - mmaction - INFO - Epoch [101][2280/3757] lr: 6.684e-02, eta: 5 days, 16:36:23, time: 0.792, data_time: 0.008, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6078, loss_cls: 2.9673, loss: 2.9673, grad_norm: 2.6001 2020-07-27 12:29:33,563 - mmaction - INFO - Epoch [101][2300/3757] lr: 6.684e-02, eta: 5 days, 16:36:05, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6273, loss_cls: 2.8894, loss: 2.8894, grad_norm: 2.4826 2020-07-27 12:29:49,340 - mmaction - INFO - Epoch [101][2320/3757] lr: 6.684e-02, eta: 5 days, 16:35:45, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6117, loss_cls: 2.9481, loss: 2.9481, grad_norm: 2.4778 2020-07-27 12:30:05,204 - mmaction - INFO - Epoch [101][2340/3757] lr: 6.684e-02, eta: 5 days, 16:35:26, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6172, loss_cls: 2.9167, loss: 2.9167, grad_norm: 2.5765 2020-07-27 12:30:20,879 - mmaction - INFO - Epoch [101][2360/3757] lr: 6.684e-02, eta: 5 days, 16:35:07, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5922, loss_cls: 2.9624, loss: 2.9624, grad_norm: 2.6230 2020-07-27 12:30:36,697 - mmaction - INFO - Epoch [101][2380/3757] lr: 6.684e-02, eta: 5 days, 16:34:48, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5859, loss_cls: 2.9745, loss: 2.9745, grad_norm: 2.6203 2020-07-27 12:30:52,494 - mmaction - INFO - Epoch [101][2400/3757] lr: 6.684e-02, eta: 5 days, 16:34:29, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6266, loss_cls: 2.8768, loss: 2.8768, grad_norm: 2.5612 2020-07-27 12:31:08,336 - mmaction - INFO - Epoch [101][2420/3757] lr: 6.684e-02, eta: 5 days, 16:34:10, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6203, loss_cls: 2.8861, loss: 2.8861, grad_norm: 2.5191 2020-07-27 12:31:24,124 - mmaction - INFO - Epoch [101][2440/3757] lr: 6.684e-02, eta: 5 days, 16:33:51, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.5977, loss_cls: 2.9246, loss: 2.9246, grad_norm: 2.4968 2020-07-27 12:31:39,872 - mmaction - INFO - Epoch [101][2460/3757] lr: 6.684e-02, eta: 5 days, 16:33:32, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6148, loss_cls: 2.9072, loss: 2.9072, grad_norm: 2.5559 2020-07-27 12:31:55,608 - mmaction - INFO - Epoch [101][2480/3757] lr: 6.684e-02, eta: 5 days, 16:33:12, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6109, loss_cls: 2.8715, loss: 2.8715, grad_norm: 2.6252 2020-07-27 12:32:11,329 - mmaction - INFO - Epoch [101][2500/3757] lr: 6.684e-02, eta: 5 days, 16:32:53, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6320, loss_cls: 2.8733, loss: 2.8733, grad_norm: 2.6442 2020-07-27 12:32:27,115 - mmaction - INFO - Epoch [101][2520/3757] lr: 6.684e-02, eta: 5 days, 16:32:34, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5891, loss_cls: 2.9781, loss: 2.9781, grad_norm: 2.5972 2020-07-27 12:32:42,921 - mmaction - INFO - Epoch [101][2540/3757] lr: 6.684e-02, eta: 5 days, 16:32:15, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.5938, loss_cls: 2.9776, loss: 2.9776, grad_norm: 2.5985 2020-07-27 12:32:58,700 - mmaction - INFO - Epoch [101][2560/3757] lr: 6.684e-02, eta: 5 days, 16:31:56, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5891, loss_cls: 2.9696, loss: 2.9696, grad_norm: 2.5685 2020-07-27 12:33:14,478 - mmaction - INFO - Epoch [101][2580/3757] lr: 6.684e-02, eta: 5 days, 16:31:37, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6109, loss_cls: 2.9402, loss: 2.9402, grad_norm: 2.5026 2020-07-27 12:33:30,281 - mmaction - INFO - Epoch [101][2600/3757] lr: 6.684e-02, eta: 5 days, 16:31:18, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6281, loss_cls: 2.8307, loss: 2.8307, grad_norm: 2.4833 2020-07-27 12:33:46,136 - mmaction - INFO - Epoch [101][2620/3757] lr: 6.684e-02, eta: 5 days, 16:30:59, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6078, loss_cls: 2.9354, loss: 2.9354, grad_norm: 2.5940 2020-07-27 12:34:01,975 - mmaction - INFO - Epoch [101][2640/3757] lr: 6.684e-02, eta: 5 days, 16:30:40, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5883, loss_cls: 3.0302, loss: 3.0302, grad_norm: 2.5538 2020-07-27 12:34:17,738 - mmaction - INFO - Epoch [101][2660/3757] lr: 6.684e-02, eta: 5 days, 16:30:21, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5906, loss_cls: 2.9720, loss: 2.9720, grad_norm: 2.5314 2020-07-27 12:34:33,572 - mmaction - INFO - Epoch [101][2680/3757] lr: 6.684e-02, eta: 5 days, 16:30:02, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6234, loss_cls: 2.8552, loss: 2.8552, grad_norm: 2.5126 2020-07-27 12:34:49,326 - mmaction - INFO - Epoch [101][2700/3757] lr: 6.684e-02, eta: 5 days, 16:29:42, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6219, loss_cls: 2.8922, loss: 2.8922, grad_norm: 2.5247 2020-07-27 12:35:05,143 - mmaction - INFO - Epoch [101][2720/3757] lr: 6.684e-02, eta: 5 days, 16:29:23, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6211, loss_cls: 2.8360, loss: 2.8360, grad_norm: 2.6012 2020-07-27 12:35:20,851 - mmaction - INFO - Epoch [101][2740/3757] lr: 6.684e-02, eta: 5 days, 16:29:04, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6438, loss_cls: 2.8376, loss: 2.8376, grad_norm: 2.6596 2020-07-27 12:35:36,645 - mmaction - INFO - Epoch [101][2760/3757] lr: 6.684e-02, eta: 5 days, 16:28:45, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6070, loss_cls: 2.9114, loss: 2.9114, grad_norm: 2.5775 2020-07-27 12:35:52,491 - mmaction - INFO - Epoch [101][2780/3757] lr: 6.684e-02, eta: 5 days, 16:28:26, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6109, loss_cls: 2.9238, loss: 2.9238, grad_norm: 2.5484 2020-07-27 12:36:08,436 - mmaction - INFO - Epoch [101][2800/3757] lr: 6.684e-02, eta: 5 days, 16:28:07, time: 0.799, data_time: 0.010, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6125, loss_cls: 2.9052, loss: 2.9052, grad_norm: 2.6354 2020-07-27 12:36:24,266 - mmaction - INFO - Epoch [101][2820/3757] lr: 6.684e-02, eta: 5 days, 16:27:48, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5891, loss_cls: 2.9607, loss: 2.9607, grad_norm: 2.5468 2020-07-27 12:36:40,138 - mmaction - INFO - Epoch [101][2840/3757] lr: 6.684e-02, eta: 5 days, 16:27:29, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6203, loss_cls: 2.9235, loss: 2.9235, grad_norm: 2.6502 2020-07-27 12:36:56,067 - mmaction - INFO - Epoch [101][2860/3757] lr: 6.684e-02, eta: 5 days, 16:27:11, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5953, loss_cls: 3.0122, loss: 3.0122, grad_norm: 2.6097 2020-07-27 12:37:11,750 - mmaction - INFO - Epoch [101][2880/3757] lr: 6.684e-02, eta: 5 days, 16:26:51, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6180, loss_cls: 2.9009, loss: 2.9009, grad_norm: 2.5560 2020-07-27 12:37:27,643 - mmaction - INFO - Epoch [101][2900/3757] lr: 6.684e-02, eta: 5 days, 16:26:32, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6180, loss_cls: 2.8682, loss: 2.8682, grad_norm: 2.5859 2020-07-27 12:37:43,382 - mmaction - INFO - Epoch [101][2920/3757] lr: 6.684e-02, eta: 5 days, 16:26:13, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6078, loss_cls: 2.9317, loss: 2.9317, grad_norm: 2.5527 2020-07-27 12:37:59,075 - mmaction - INFO - Epoch [101][2940/3757] lr: 6.684e-02, eta: 5 days, 16:25:54, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6102, loss_cls: 2.9336, loss: 2.9336, grad_norm: 2.5779 2020-07-27 12:38:14,878 - mmaction - INFO - Epoch [101][2960/3757] lr: 6.684e-02, eta: 5 days, 16:25:35, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5953, loss_cls: 2.9929, loss: 2.9929, grad_norm: 2.5513 2020-07-27 12:38:30,659 - mmaction - INFO - Epoch [101][2980/3757] lr: 6.684e-02, eta: 5 days, 16:25:16, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6281, loss_cls: 2.8299, loss: 2.8299, grad_norm: 2.5592 2020-07-27 12:38:46,429 - mmaction - INFO - Epoch [101][3000/3757] lr: 6.684e-02, eta: 5 days, 16:24:56, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6211, loss_cls: 2.8412, loss: 2.8412, grad_norm: 2.4795 2020-07-27 12:39:02,228 - mmaction - INFO - Epoch [101][3020/3757] lr: 6.684e-02, eta: 5 days, 16:24:37, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6078, loss_cls: 2.9804, loss: 2.9804, grad_norm: 2.5547 2020-07-27 12:39:18,332 - mmaction - INFO - Epoch [101][3040/3757] lr: 6.684e-02, eta: 5 days, 16:24:19, time: 0.805, data_time: 0.018, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5945, loss_cls: 2.9931, loss: 2.9931, grad_norm: 2.5686 2020-07-27 12:39:34,140 - mmaction - INFO - Epoch [101][3060/3757] lr: 6.684e-02, eta: 5 days, 16:24:00, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6109, loss_cls: 2.9428, loss: 2.9428, grad_norm: 2.4735 2020-07-27 12:39:49,949 - mmaction - INFO - Epoch [101][3080/3757] lr: 6.684e-02, eta: 5 days, 16:23:41, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6125, loss_cls: 2.9442, loss: 2.9442, grad_norm: 2.5103 2020-07-27 12:40:05,809 - mmaction - INFO - Epoch [101][3100/3757] lr: 6.684e-02, eta: 5 days, 16:23:22, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5891, loss_cls: 2.9674, loss: 2.9674, grad_norm: 2.5405 2020-07-27 12:40:21,559 - mmaction - INFO - Epoch [101][3120/3757] lr: 6.684e-02, eta: 5 days, 16:23:03, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6234, loss_cls: 2.8100, loss: 2.8100, grad_norm: 2.5030 2020-07-27 12:40:37,289 - mmaction - INFO - Epoch [101][3140/3757] lr: 6.684e-02, eta: 5 days, 16:22:44, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6219, loss_cls: 2.9402, loss: 2.9402, grad_norm: 2.5155 2020-07-27 12:40:53,317 - mmaction - INFO - Epoch [101][3160/3757] lr: 6.684e-02, eta: 5 days, 16:22:25, time: 0.802, data_time: 0.014, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6047, loss_cls: 2.9372, loss: 2.9372, grad_norm: 2.6099 2020-07-27 12:41:09,138 - mmaction - INFO - Epoch [101][3180/3757] lr: 6.684e-02, eta: 5 days, 16:22:06, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6031, loss_cls: 2.8971, loss: 2.8971, grad_norm: 2.5678 2020-07-27 12:41:25,006 - mmaction - INFO - Epoch [101][3200/3757] lr: 6.684e-02, eta: 5 days, 16:21:47, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6133, loss_cls: 2.8511, loss: 2.8511, grad_norm: 2.4907 2020-07-27 12:41:40,868 - mmaction - INFO - Epoch [101][3220/3757] lr: 6.684e-02, eta: 5 days, 16:21:28, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3820, top5_acc: 0.6312, loss_cls: 2.7744, loss: 2.7744, grad_norm: 2.5250 2020-07-27 12:41:56,672 - mmaction - INFO - Epoch [101][3240/3757] lr: 6.684e-02, eta: 5 days, 16:21:09, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6016, loss_cls: 2.9221, loss: 2.9221, grad_norm: 2.6300 2020-07-27 12:42:12,479 - mmaction - INFO - Epoch [101][3260/3757] lr: 6.684e-02, eta: 5 days, 16:20:50, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6281, loss_cls: 2.8442, loss: 2.8442, grad_norm: 2.6100 2020-07-27 12:42:28,274 - mmaction - INFO - Epoch [101][3280/3757] lr: 6.684e-02, eta: 5 days, 16:20:31, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5953, loss_cls: 2.9617, loss: 2.9617, grad_norm: 2.5933 2020-07-27 12:42:44,023 - mmaction - INFO - Epoch [101][3300/3757] lr: 6.684e-02, eta: 5 days, 16:20:12, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6273, loss_cls: 2.8109, loss: 2.8109, grad_norm: 2.6289 2020-07-27 12:42:59,696 - mmaction - INFO - Epoch [101][3320/3757] lr: 6.684e-02, eta: 5 days, 16:19:52, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3617, top5_acc: 0.5969, loss_cls: 2.9616, loss: 2.9616, grad_norm: 2.5833 2020-07-27 12:43:15,527 - mmaction - INFO - Epoch [101][3340/3757] lr: 6.684e-02, eta: 5 days, 16:19:33, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6039, loss_cls: 2.8961, loss: 2.8961, grad_norm: 2.4994 2020-07-27 12:43:31,423 - mmaction - INFO - Epoch [101][3360/3757] lr: 6.684e-02, eta: 5 days, 16:19:15, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6078, loss_cls: 2.8805, loss: 2.8805, grad_norm: 2.5277 2020-07-27 12:43:47,197 - mmaction - INFO - Epoch [101][3380/3757] lr: 6.684e-02, eta: 5 days, 16:18:55, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5789, loss_cls: 3.0035, loss: 3.0035, grad_norm: 2.5434 2020-07-27 12:44:03,010 - mmaction - INFO - Epoch [101][3400/3757] lr: 6.684e-02, eta: 5 days, 16:18:36, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6273, loss_cls: 2.8182, loss: 2.8182, grad_norm: 2.5479 2020-07-27 12:44:18,789 - mmaction - INFO - Epoch [101][3420/3757] lr: 6.684e-02, eta: 5 days, 16:18:17, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6109, loss_cls: 2.8633, loss: 2.8633, grad_norm: 2.5759 2020-07-27 12:44:34,629 - mmaction - INFO - Epoch [101][3440/3757] lr: 6.684e-02, eta: 5 days, 16:17:58, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6164, loss_cls: 2.9103, loss: 2.9103, grad_norm: 2.6034 2020-07-27 12:44:50,415 - mmaction - INFO - Epoch [101][3460/3757] lr: 6.684e-02, eta: 5 days, 16:17:39, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6141, loss_cls: 2.9452, loss: 2.9452, grad_norm: 2.5618 2020-07-27 12:45:06,315 - mmaction - INFO - Epoch [101][3480/3757] lr: 6.684e-02, eta: 5 days, 16:17:20, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6117, loss_cls: 2.9665, loss: 2.9665, grad_norm: 2.5956 2020-07-27 12:45:22,349 - mmaction - INFO - Epoch [101][3500/3757] lr: 6.684e-02, eta: 5 days, 16:17:02, time: 0.802, data_time: 0.013, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6086, loss_cls: 2.9611, loss: 2.9611, grad_norm: 2.5340 2020-07-27 12:45:38,170 - mmaction - INFO - Epoch [101][3520/3757] lr: 6.684e-02, eta: 5 days, 16:16:43, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6008, loss_cls: 3.0093, loss: 3.0093, grad_norm: 2.5203 2020-07-27 12:45:54,043 - mmaction - INFO - Epoch [101][3540/3757] lr: 6.684e-02, eta: 5 days, 16:16:24, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.6070, loss_cls: 2.9113, loss: 2.9113, grad_norm: 2.5347 2020-07-27 12:46:09,906 - mmaction - INFO - Epoch [101][3560/3757] lr: 6.684e-02, eta: 5 days, 16:16:05, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6227, loss_cls: 2.8527, loss: 2.8527, grad_norm: 2.5617 2020-07-27 12:46:25,665 - mmaction - INFO - Epoch [101][3580/3757] lr: 6.684e-02, eta: 5 days, 16:15:46, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6070, loss_cls: 2.9520, loss: 2.9520, grad_norm: 2.6492 2020-07-27 12:46:41,500 - mmaction - INFO - Epoch [101][3600/3757] lr: 6.684e-02, eta: 5 days, 16:15:27, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6023, loss_cls: 2.9304, loss: 2.9304, grad_norm: 2.5472 2020-07-27 12:46:57,376 - mmaction - INFO - Epoch [101][3620/3757] lr: 6.684e-02, eta: 5 days, 16:15:08, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6211, loss_cls: 2.9088, loss: 2.9088, grad_norm: 2.4844 2020-07-27 12:47:13,387 - mmaction - INFO - Epoch [101][3640/3757] lr: 6.684e-02, eta: 5 days, 16:14:49, time: 0.801, data_time: 0.014, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6141, loss_cls: 2.8742, loss: 2.8742, grad_norm: 2.5317 2020-07-27 12:47:29,175 - mmaction - INFO - Epoch [101][3660/3757] lr: 6.684e-02, eta: 5 days, 16:14:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5883, loss_cls: 3.0530, loss: 3.0530, grad_norm: 2.5677 2020-07-27 12:47:44,911 - mmaction - INFO - Epoch [101][3680/3757] lr: 6.684e-02, eta: 5 days, 16:14:11, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6156, loss_cls: 2.8158, loss: 2.8158, grad_norm: 2.4980 2020-07-27 12:48:00,736 - mmaction - INFO - Epoch [101][3700/3757] lr: 6.684e-02, eta: 5 days, 16:13:52, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6102, loss_cls: 2.9439, loss: 2.9439, grad_norm: 2.5087 2020-07-27 12:48:16,615 - mmaction - INFO - Epoch [101][3720/3757] lr: 6.684e-02, eta: 5 days, 16:13:33, time: 0.794, data_time: 0.009, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6250, loss_cls: 2.8899, loss: 2.8899, grad_norm: 2.5017 2020-07-27 12:48:32,464 - mmaction - INFO - Epoch [101][3740/3757] lr: 6.684e-02, eta: 5 days, 16:13:14, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6078, loss_cls: 2.9004, loss: 2.9004, grad_norm: 2.4921 2020-07-27 12:52:21,393 - mmaction - INFO - Epoch [102][20/3757] lr: 6.627e-02, eta: 5 days, 16:18:55, time: 10.318, data_time: 9.415, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6125, loss_cls: 2.9010, loss: 2.9010, grad_norm: 2.5776 2020-07-27 12:52:37,139 - mmaction - INFO - Epoch [102][40/3757] lr: 6.627e-02, eta: 5 days, 16:18:36, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3336, top5_acc: 0.6117, loss_cls: 2.9142, loss: 2.9142, grad_norm: 2.6172 2020-07-27 12:52:52,838 - mmaction - INFO - Epoch [102][60/3757] lr: 6.627e-02, eta: 5 days, 16:18:17, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6289, loss_cls: 2.8419, loss: 2.8419, grad_norm: 2.5749 2020-07-27 12:53:08,657 - mmaction - INFO - Epoch [102][80/3757] lr: 6.627e-02, eta: 5 days, 16:17:57, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6188, loss_cls: 2.9103, loss: 2.9103, grad_norm: 2.5592 2020-07-27 12:53:24,456 - mmaction - INFO - Epoch [102][100/3757] lr: 6.627e-02, eta: 5 days, 16:17:38, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3844, top5_acc: 0.6375, loss_cls: 2.8039, loss: 2.8039, grad_norm: 2.5134 2020-07-27 12:53:40,268 - mmaction - INFO - Epoch [102][120/3757] lr: 6.627e-02, eta: 5 days, 16:17:19, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6430, loss_cls: 2.7430, loss: 2.7430, grad_norm: 2.5201 2020-07-27 12:53:56,052 - mmaction - INFO - Epoch [102][140/3757] lr: 6.627e-02, eta: 5 days, 16:17:00, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6180, loss_cls: 2.8411, loss: 2.8411, grad_norm: 2.6041 2020-07-27 12:54:11,967 - mmaction - INFO - Epoch [102][160/3757] lr: 6.627e-02, eta: 5 days, 16:16:41, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6078, loss_cls: 2.9143, loss: 2.9143, grad_norm: 2.6163 2020-07-27 12:54:27,754 - mmaction - INFO - Epoch [102][180/3757] lr: 6.627e-02, eta: 5 days, 16:16:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6039, loss_cls: 2.9108, loss: 2.9108, grad_norm: 2.5342 2020-07-27 12:54:43,585 - mmaction - INFO - Epoch [102][200/3757] lr: 6.627e-02, eta: 5 days, 16:16:03, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6164, loss_cls: 2.8926, loss: 2.8926, grad_norm: 2.5753 2020-07-27 12:54:59,403 - mmaction - INFO - Epoch [102][220/3757] lr: 6.627e-02, eta: 5 days, 16:15:44, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6203, loss_cls: 2.9163, loss: 2.9163, grad_norm: 2.5773 2020-07-27 12:55:15,139 - mmaction - INFO - Epoch [102][240/3757] lr: 6.627e-02, eta: 5 days, 16:15:25, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6125, loss_cls: 2.9400, loss: 2.9400, grad_norm: 2.6270 2020-07-27 12:55:30,909 - mmaction - INFO - Epoch [102][260/3757] lr: 6.627e-02, eta: 5 days, 16:15:06, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.8453, loss: 2.8453, grad_norm: 2.5964 2020-07-27 12:55:46,688 - mmaction - INFO - Epoch [102][280/3757] lr: 6.627e-02, eta: 5 days, 16:14:47, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6336, loss_cls: 2.8221, loss: 2.8221, grad_norm: 2.5614 2020-07-27 12:56:02,504 - mmaction - INFO - Epoch [102][300/3757] lr: 6.627e-02, eta: 5 days, 16:14:28, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3805, top5_acc: 0.6375, loss_cls: 2.7940, loss: 2.7940, grad_norm: 2.5280 2020-07-27 12:56:18,318 - mmaction - INFO - Epoch [102][320/3757] lr: 6.627e-02, eta: 5 days, 16:14:08, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6172, loss_cls: 2.8752, loss: 2.8752, grad_norm: 2.6011 2020-07-27 12:56:34,027 - mmaction - INFO - Epoch [102][340/3757] lr: 6.627e-02, eta: 5 days, 16:13:49, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6227, loss_cls: 2.8485, loss: 2.8485, grad_norm: 2.5856 2020-07-27 12:56:49,896 - mmaction - INFO - Epoch [102][360/3757] lr: 6.627e-02, eta: 5 days, 16:13:30, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6102, loss_cls: 2.9550, loss: 2.9550, grad_norm: 2.6391 2020-07-27 12:57:05,721 - mmaction - INFO - Epoch [102][380/3757] lr: 6.627e-02, eta: 5 days, 16:13:11, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3797, top5_acc: 0.6359, loss_cls: 2.7975, loss: 2.7975, grad_norm: 2.5162 2020-07-27 12:57:21,600 - mmaction - INFO - Epoch [102][400/3757] lr: 6.627e-02, eta: 5 days, 16:12:52, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5984, loss_cls: 2.9632, loss: 2.9632, grad_norm: 2.5720 2020-07-27 12:57:37,346 - mmaction - INFO - Epoch [102][420/3757] lr: 6.627e-02, eta: 5 days, 16:12:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6273, loss_cls: 2.8145, loss: 2.8145, grad_norm: 2.5586 2020-07-27 12:57:53,345 - mmaction - INFO - Epoch [102][440/3757] lr: 6.627e-02, eta: 5 days, 16:12:14, time: 0.801, data_time: 0.011, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6242, loss_cls: 2.8889, loss: 2.8889, grad_norm: 2.6735 2020-07-27 12:58:09,135 - mmaction - INFO - Epoch [102][460/3757] lr: 6.627e-02, eta: 5 days, 16:11:55, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6000, loss_cls: 2.9546, loss: 2.9546, grad_norm: 2.6669 2020-07-27 12:58:25,016 - mmaction - INFO - Epoch [102][480/3757] lr: 6.627e-02, eta: 5 days, 16:11:36, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6086, loss_cls: 2.9234, loss: 2.9234, grad_norm: 2.4864 2020-07-27 12:58:40,758 - mmaction - INFO - Epoch [102][500/3757] lr: 6.627e-02, eta: 5 days, 16:11:17, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3805, top5_acc: 0.6109, loss_cls: 2.9312, loss: 2.9312, grad_norm: 2.5880 2020-07-27 12:58:56,623 - mmaction - INFO - Epoch [102][520/3757] lr: 6.627e-02, eta: 5 days, 16:10:58, time: 0.793, data_time: 0.010, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 2.9423, loss: 2.9423, grad_norm: 2.5890 2020-07-27 12:59:12,488 - mmaction - INFO - Epoch [102][540/3757] lr: 6.627e-02, eta: 5 days, 16:10:39, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6039, loss_cls: 2.9701, loss: 2.9701, grad_norm: 2.6431 2020-07-27 12:59:28,305 - mmaction - INFO - Epoch [102][560/3757] lr: 6.627e-02, eta: 5 days, 16:10:20, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3812, top5_acc: 0.6242, loss_cls: 2.8645, loss: 2.8645, grad_norm: 2.5189 2020-07-27 12:59:44,066 - mmaction - INFO - Epoch [102][580/3757] lr: 6.627e-02, eta: 5 days, 16:10:01, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6227, loss_cls: 2.9206, loss: 2.9206, grad_norm: 2.5138 2020-07-27 12:59:59,840 - mmaction - INFO - Epoch [102][600/3757] lr: 6.627e-02, eta: 5 days, 16:09:42, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6016, loss_cls: 2.9314, loss: 2.9314, grad_norm: 2.6082 2020-07-27 13:00:21,144 - mmaction - INFO - Epoch [102][620/3757] lr: 6.627e-02, eta: 5 days, 16:09:35, time: 1.065, data_time: 0.008, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6039, loss_cls: 3.0277, loss: 3.0277, grad_norm: 2.5886 2020-07-27 13:00:37,036 - mmaction - INFO - Epoch [102][640/3757] lr: 6.627e-02, eta: 5 days, 16:09:16, time: 0.796, data_time: 0.006, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5938, loss_cls: 2.9626, loss: 2.9626, grad_norm: 2.5597 2020-07-27 13:00:52,749 - mmaction - INFO - Epoch [102][660/3757] lr: 6.627e-02, eta: 5 days, 16:08:56, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6000, loss_cls: 2.9308, loss: 2.9308, grad_norm: 2.5337 2020-07-27 13:01:08,673 - mmaction - INFO - Epoch [102][680/3757] lr: 6.627e-02, eta: 5 days, 16:08:38, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6133, loss_cls: 2.8528, loss: 2.8528, grad_norm: 2.6017 2020-07-27 13:01:24,494 - mmaction - INFO - Epoch [102][700/3757] lr: 6.627e-02, eta: 5 days, 16:08:19, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6070, loss_cls: 2.9559, loss: 2.9559, grad_norm: 2.6523 2020-07-27 13:01:40,222 - mmaction - INFO - Epoch [102][720/3757] lr: 6.627e-02, eta: 5 days, 16:07:59, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6055, loss_cls: 2.9385, loss: 2.9385, grad_norm: 2.6735 2020-07-27 13:01:56,091 - mmaction - INFO - Epoch [102][740/3757] lr: 6.627e-02, eta: 5 days, 16:07:40, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.7863, loss: 2.7863, grad_norm: 2.5334 2020-07-27 13:02:11,899 - mmaction - INFO - Epoch [102][760/3757] lr: 6.627e-02, eta: 5 days, 16:07:21, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5945, loss_cls: 2.9626, loss: 2.9626, grad_norm: 2.6006 2020-07-27 13:02:27,700 - mmaction - INFO - Epoch [102][780/3757] lr: 6.627e-02, eta: 5 days, 16:07:02, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5867, loss_cls: 2.9643, loss: 2.9643, grad_norm: 2.5726 2020-07-27 13:02:43,479 - mmaction - INFO - Epoch [102][800/3757] lr: 6.627e-02, eta: 5 days, 16:06:43, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6047, loss_cls: 2.9512, loss: 2.9512, grad_norm: 2.5656 2020-07-27 13:02:59,231 - mmaction - INFO - Epoch [102][820/3757] lr: 6.627e-02, eta: 5 days, 16:06:24, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6188, loss_cls: 2.9014, loss: 2.9014, grad_norm: 2.5638 2020-07-27 13:03:15,081 - mmaction - INFO - Epoch [102][840/3757] lr: 6.627e-02, eta: 5 days, 16:06:05, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6195, loss_cls: 2.8971, loss: 2.8971, grad_norm: 2.5515 2020-07-27 13:03:31,916 - mmaction - INFO - Epoch [102][860/3757] lr: 6.627e-02, eta: 5 days, 16:05:48, time: 0.841, data_time: 0.057, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6133, loss_cls: 2.8332, loss: 2.8332, grad_norm: 2.4606 2020-07-27 13:03:47,792 - mmaction - INFO - Epoch [102][880/3757] lr: 6.627e-02, eta: 5 days, 16:05:29, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6164, loss_cls: 2.9539, loss: 2.9539, grad_norm: 2.6382 2020-07-27 13:04:03,632 - mmaction - INFO - Epoch [102][900/3757] lr: 6.627e-02, eta: 5 days, 16:05:10, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6070, loss_cls: 2.9435, loss: 2.9435, grad_norm: 2.5174 2020-07-27 13:04:19,461 - mmaction - INFO - Epoch [102][920/3757] lr: 6.627e-02, eta: 5 days, 16:04:51, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6297, loss_cls: 2.8216, loss: 2.8216, grad_norm: 2.5801 2020-07-27 13:04:35,246 - mmaction - INFO - Epoch [102][940/3757] lr: 6.627e-02, eta: 5 days, 16:04:32, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6156, loss_cls: 2.8703, loss: 2.8703, grad_norm: 2.5804 2020-07-27 13:04:51,020 - mmaction - INFO - Epoch [102][960/3757] lr: 6.627e-02, eta: 5 days, 16:04:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6219, loss_cls: 2.8148, loss: 2.8148, grad_norm: 2.5089 2020-07-27 13:05:06,911 - mmaction - INFO - Epoch [102][980/3757] lr: 6.627e-02, eta: 5 days, 16:03:54, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6242, loss_cls: 2.8901, loss: 2.8901, grad_norm: 2.5529 2020-07-27 13:05:22,726 - mmaction - INFO - Epoch [102][1000/3757] lr: 6.627e-02, eta: 5 days, 16:03:35, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6281, loss_cls: 2.9122, loss: 2.9122, grad_norm: 2.5545 2020-07-27 13:05:38,562 - mmaction - INFO - Epoch [102][1020/3757] lr: 6.627e-02, eta: 5 days, 16:03:16, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6023, loss_cls: 2.9510, loss: 2.9510, grad_norm: 2.6962 2020-07-27 13:05:54,273 - mmaction - INFO - Epoch [102][1040/3757] lr: 6.627e-02, eta: 5 days, 16:02:57, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6273, loss_cls: 2.8715, loss: 2.8715, grad_norm: 2.6711 2020-07-27 13:06:10,186 - mmaction - INFO - Epoch [102][1060/3757] lr: 6.627e-02, eta: 5 days, 16:02:38, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6055, loss_cls: 2.8944, loss: 2.8944, grad_norm: 2.5828 2020-07-27 13:06:26,021 - mmaction - INFO - Epoch [102][1080/3757] lr: 6.627e-02, eta: 5 days, 16:02:19, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3297, top5_acc: 0.6008, loss_cls: 3.0847, loss: 3.0847, grad_norm: 2.6489 2020-07-27 13:06:41,827 - mmaction - INFO - Epoch [102][1100/3757] lr: 6.627e-02, eta: 5 days, 16:02:00, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5914, loss_cls: 2.9818, loss: 2.9818, grad_norm: 2.5378 2020-07-27 13:06:57,598 - mmaction - INFO - Epoch [102][1120/3757] lr: 6.627e-02, eta: 5 days, 16:01:41, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3828, top5_acc: 0.6234, loss_cls: 2.8362, loss: 2.8362, grad_norm: 2.5273 2020-07-27 13:07:13,679 - mmaction - INFO - Epoch [102][1140/3757] lr: 6.627e-02, eta: 5 days, 16:01:22, time: 0.803, data_time: 0.014, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6195, loss_cls: 2.9140, loss: 2.9140, grad_norm: 2.6323 2020-07-27 13:07:29,554 - mmaction - INFO - Epoch [102][1160/3757] lr: 6.627e-02, eta: 5 days, 16:01:03, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6273, loss_cls: 2.8662, loss: 2.8662, grad_norm: 2.6788 2020-07-27 13:07:45,325 - mmaction - INFO - Epoch [102][1180/3757] lr: 6.627e-02, eta: 5 days, 16:00:44, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6133, loss_cls: 2.9302, loss: 2.9302, grad_norm: 2.6965 2020-07-27 13:08:01,091 - mmaction - INFO - Epoch [102][1200/3757] lr: 6.627e-02, eta: 5 days, 16:00:25, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6086, loss_cls: 2.9737, loss: 2.9737, grad_norm: 2.5756 2020-07-27 13:08:16,983 - mmaction - INFO - Epoch [102][1220/3757] lr: 6.627e-02, eta: 5 days, 16:00:06, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6109, loss_cls: 2.9082, loss: 2.9082, grad_norm: 2.5631 2020-07-27 13:08:32,740 - mmaction - INFO - Epoch [102][1240/3757] lr: 6.627e-02, eta: 5 days, 15:59:47, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6180, loss_cls: 2.8162, loss: 2.8162, grad_norm: 2.5358 2020-07-27 13:08:48,642 - mmaction - INFO - Epoch [102][1260/3757] lr: 6.627e-02, eta: 5 days, 15:59:28, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6133, loss_cls: 2.9003, loss: 2.9003, grad_norm: 2.5595 2020-07-27 13:09:04,454 - mmaction - INFO - Epoch [102][1280/3757] lr: 6.627e-02, eta: 5 days, 15:59:09, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6070, loss_cls: 2.9382, loss: 2.9382, grad_norm: 2.6038 2020-07-27 13:09:20,247 - mmaction - INFO - Epoch [102][1300/3757] lr: 6.627e-02, eta: 5 days, 15:58:50, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6242, loss_cls: 2.9248, loss: 2.9248, grad_norm: 2.5614 2020-07-27 13:09:36,103 - mmaction - INFO - Epoch [102][1320/3757] lr: 6.627e-02, eta: 5 days, 15:58:31, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.5977, loss_cls: 2.9845, loss: 2.9845, grad_norm: 2.5348 2020-07-27 13:09:51,998 - mmaction - INFO - Epoch [102][1340/3757] lr: 6.627e-02, eta: 5 days, 15:58:12, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6203, loss_cls: 2.9329, loss: 2.9329, grad_norm: 2.5344 2020-07-27 13:10:07,845 - mmaction - INFO - Epoch [102][1360/3757] lr: 6.627e-02, eta: 5 days, 15:57:53, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3250, top5_acc: 0.5984, loss_cls: 2.9671, loss: 2.9671, grad_norm: 2.5041 2020-07-27 13:10:23,740 - mmaction - INFO - Epoch [102][1380/3757] lr: 6.627e-02, eta: 5 days, 15:57:34, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6227, loss_cls: 2.8167, loss: 2.8167, grad_norm: 2.4429 2020-07-27 13:10:39,628 - mmaction - INFO - Epoch [102][1400/3757] lr: 6.627e-02, eta: 5 days, 15:57:16, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6281, loss_cls: 2.8469, loss: 2.8469, grad_norm: 2.4989 2020-07-27 13:10:55,441 - mmaction - INFO - Epoch [102][1420/3757] lr: 6.627e-02, eta: 5 days, 15:56:57, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6203, loss_cls: 2.8199, loss: 2.8199, grad_norm: 2.5623 2020-07-27 13:11:11,212 - mmaction - INFO - Epoch [102][1440/3757] lr: 6.627e-02, eta: 5 days, 15:56:37, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6000, loss_cls: 2.9707, loss: 2.9707, grad_norm: 2.5841 2020-07-27 13:11:26,980 - mmaction - INFO - Epoch [102][1460/3757] lr: 6.627e-02, eta: 5 days, 15:56:18, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5969, loss_cls: 2.9931, loss: 2.9931, grad_norm: 2.5458 2020-07-27 13:11:42,801 - mmaction - INFO - Epoch [102][1480/3757] lr: 6.627e-02, eta: 5 days, 15:55:59, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6492, loss_cls: 2.7549, loss: 2.7549, grad_norm: 2.5356 2020-07-27 13:11:58,574 - mmaction - INFO - Epoch [102][1500/3757] lr: 6.627e-02, eta: 5 days, 15:55:40, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6344, loss_cls: 2.8005, loss: 2.8005, grad_norm: 2.5291 2020-07-27 13:12:14,424 - mmaction - INFO - Epoch [102][1520/3757] lr: 6.627e-02, eta: 5 days, 15:55:21, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6117, loss_cls: 2.9322, loss: 2.9322, grad_norm: 2.7357 2020-07-27 13:12:30,313 - mmaction - INFO - Epoch [102][1540/3757] lr: 6.627e-02, eta: 5 days, 15:55:02, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5945, loss_cls: 3.0010, loss: 3.0010, grad_norm: 2.6609 2020-07-27 13:12:46,220 - mmaction - INFO - Epoch [102][1560/3757] lr: 6.627e-02, eta: 5 days, 15:54:43, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6188, loss_cls: 2.8669, loss: 2.8669, grad_norm: 2.5477 2020-07-27 13:13:02,051 - mmaction - INFO - Epoch [102][1580/3757] lr: 6.627e-02, eta: 5 days, 15:54:25, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6172, loss_cls: 2.8483, loss: 2.8483, grad_norm: 2.6006 2020-07-27 13:13:17,833 - mmaction - INFO - Epoch [102][1600/3757] lr: 6.627e-02, eta: 5 days, 15:54:05, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6195, loss_cls: 2.8509, loss: 2.8509, grad_norm: 2.5941 2020-07-27 13:13:33,595 - mmaction - INFO - Epoch [102][1620/3757] lr: 6.627e-02, eta: 5 days, 15:53:46, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6383, loss_cls: 2.8100, loss: 2.8100, grad_norm: 2.6174 2020-07-27 13:13:49,429 - mmaction - INFO - Epoch [102][1640/3757] lr: 6.627e-02, eta: 5 days, 15:53:27, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.0062, loss: 3.0062, grad_norm: 2.6123 2020-07-27 13:14:05,198 - mmaction - INFO - Epoch [102][1660/3757] lr: 6.627e-02, eta: 5 days, 15:53:08, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6125, loss_cls: 2.9119, loss: 2.9119, grad_norm: 2.4857 2020-07-27 13:14:20,996 - mmaction - INFO - Epoch [102][1680/3757] lr: 6.627e-02, eta: 5 days, 15:52:49, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6086, loss_cls: 2.9097, loss: 2.9097, grad_norm: 2.5694 2020-07-27 13:14:36,838 - mmaction - INFO - Epoch [102][1700/3757] lr: 6.627e-02, eta: 5 days, 15:52:30, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6148, loss_cls: 2.9688, loss: 2.9688, grad_norm: 2.5897 2020-07-27 13:14:52,578 - mmaction - INFO - Epoch [102][1720/3757] lr: 6.627e-02, eta: 5 days, 15:52:11, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5969, loss_cls: 2.9917, loss: 2.9917, grad_norm: 2.6335 2020-07-27 13:15:08,480 - mmaction - INFO - Epoch [102][1740/3757] lr: 6.627e-02, eta: 5 days, 15:51:52, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6133, loss_cls: 2.9143, loss: 2.9143, grad_norm: 2.4887 2020-07-27 13:15:24,156 - mmaction - INFO - Epoch [102][1760/3757] lr: 6.627e-02, eta: 5 days, 15:51:33, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6273, loss_cls: 2.8757, loss: 2.8757, grad_norm: 2.5143 2020-07-27 13:15:39,976 - mmaction - INFO - Epoch [102][1780/3757] lr: 6.627e-02, eta: 5 days, 15:51:14, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.5898, loss_cls: 2.9445, loss: 2.9445, grad_norm: 2.5239 2020-07-27 13:15:55,624 - mmaction - INFO - Epoch [102][1800/3757] lr: 6.627e-02, eta: 5 days, 15:50:54, time: 0.782, data_time: 0.001, memory: 6196, top1_acc: 0.3859, top5_acc: 0.6531, loss_cls: 2.7999, loss: 2.7999, grad_norm: 2.5686 2020-07-27 13:16:11,380 - mmaction - INFO - Epoch [102][1820/3757] lr: 6.627e-02, eta: 5 days, 15:50:35, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.7967, loss: 2.7967, grad_norm: 2.5302 2020-07-27 13:16:27,418 - mmaction - INFO - Epoch [102][1840/3757] lr: 6.627e-02, eta: 5 days, 15:50:17, time: 0.802, data_time: 0.013, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6297, loss_cls: 2.8784, loss: 2.8784, grad_norm: 2.5829 2020-07-27 13:16:43,195 - mmaction - INFO - Epoch [102][1860/3757] lr: 6.627e-02, eta: 5 days, 15:49:58, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6086, loss_cls: 2.9660, loss: 2.9660, grad_norm: 2.5540 2020-07-27 13:16:59,014 - mmaction - INFO - Epoch [102][1880/3757] lr: 6.627e-02, eta: 5 days, 15:49:39, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3937, top5_acc: 0.6273, loss_cls: 2.7748, loss: 2.7748, grad_norm: 2.5649 2020-07-27 13:17:14,721 - mmaction - INFO - Epoch [102][1900/3757] lr: 6.627e-02, eta: 5 days, 15:49:19, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3633, top5_acc: 0.5969, loss_cls: 2.9126, loss: 2.9126, grad_norm: 2.6464 2020-07-27 13:17:30,563 - mmaction - INFO - Epoch [102][1920/3757] lr: 6.627e-02, eta: 5 days, 15:49:00, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6172, loss_cls: 2.9159, loss: 2.9159, grad_norm: 2.6490 2020-07-27 13:17:46,294 - mmaction - INFO - Epoch [102][1940/3757] lr: 6.627e-02, eta: 5 days, 15:48:41, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6188, loss_cls: 2.8716, loss: 2.8716, grad_norm: 2.5993 2020-07-27 13:18:02,414 - mmaction - INFO - Epoch [102][1960/3757] lr: 6.627e-02, eta: 5 days, 15:48:23, time: 0.806, data_time: 0.017, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6062, loss_cls: 2.9539, loss: 2.9539, grad_norm: 2.5233 2020-07-27 13:18:18,218 - mmaction - INFO - Epoch [102][1980/3757] lr: 6.627e-02, eta: 5 days, 15:48:04, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3836, top5_acc: 0.6531, loss_cls: 2.7633, loss: 2.7633, grad_norm: 2.5187 2020-07-27 13:18:34,066 - mmaction - INFO - Epoch [102][2000/3757] lr: 6.627e-02, eta: 5 days, 15:47:45, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5984, loss_cls: 2.9569, loss: 2.9569, grad_norm: 2.5663 2020-07-27 13:18:49,915 - mmaction - INFO - Epoch [102][2020/3757] lr: 6.627e-02, eta: 5 days, 15:47:26, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6039, loss_cls: 2.9658, loss: 2.9658, grad_norm: 2.6292 2020-07-27 13:19:05,741 - mmaction - INFO - Epoch [102][2040/3757] lr: 6.627e-02, eta: 5 days, 15:47:07, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6227, loss_cls: 2.9926, loss: 2.9926, grad_norm: 2.5846 2020-07-27 13:19:21,577 - mmaction - INFO - Epoch [102][2060/3757] lr: 6.627e-02, eta: 5 days, 15:46:48, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6203, loss_cls: 2.9193, loss: 2.9193, grad_norm: 2.5845 2020-07-27 13:19:37,442 - mmaction - INFO - Epoch [102][2080/3757] lr: 6.627e-02, eta: 5 days, 15:46:29, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6125, loss_cls: 2.8800, loss: 2.8800, grad_norm: 2.5968 2020-07-27 13:19:53,265 - mmaction - INFO - Epoch [102][2100/3757] lr: 6.627e-02, eta: 5 days, 15:46:10, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.5953, loss_cls: 2.9349, loss: 2.9349, grad_norm: 2.6106 2020-07-27 13:20:09,039 - mmaction - INFO - Epoch [102][2120/3757] lr: 6.627e-02, eta: 5 days, 15:45:51, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.9246, loss: 2.9246, grad_norm: 2.5889 2020-07-27 13:20:24,811 - mmaction - INFO - Epoch [102][2140/3757] lr: 6.627e-02, eta: 5 days, 15:45:32, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6055, loss_cls: 2.9307, loss: 2.9307, grad_norm: 2.6512 2020-07-27 13:20:40,638 - mmaction - INFO - Epoch [102][2160/3757] lr: 6.627e-02, eta: 5 days, 15:45:13, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6062, loss_cls: 2.9381, loss: 2.9381, grad_norm: 2.5586 2020-07-27 13:20:56,410 - mmaction - INFO - Epoch [102][2180/3757] lr: 6.627e-02, eta: 5 days, 15:44:54, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5984, loss_cls: 2.9943, loss: 2.9943, grad_norm: 2.5374 2020-07-27 13:21:12,262 - mmaction - INFO - Epoch [102][2200/3757] lr: 6.627e-02, eta: 5 days, 15:44:35, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6273, loss_cls: 2.8004, loss: 2.8004, grad_norm: 2.4957 2020-07-27 13:21:28,038 - mmaction - INFO - Epoch [102][2220/3757] lr: 6.627e-02, eta: 5 days, 15:44:16, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6070, loss_cls: 2.9285, loss: 2.9285, grad_norm: 2.5486 2020-07-27 13:21:43,834 - mmaction - INFO - Epoch [102][2240/3757] lr: 6.627e-02, eta: 5 days, 15:43:57, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6289, loss_cls: 2.8560, loss: 2.8560, grad_norm: 2.5394 2020-07-27 13:21:59,609 - mmaction - INFO - Epoch [102][2260/3757] lr: 6.627e-02, eta: 5 days, 15:43:38, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6227, loss_cls: 2.8690, loss: 2.8690, grad_norm: 2.5230 2020-07-27 13:22:15,514 - mmaction - INFO - Epoch [102][2280/3757] lr: 6.627e-02, eta: 5 days, 15:43:19, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5992, loss_cls: 2.9418, loss: 2.9418, grad_norm: 2.5490 2020-07-27 13:22:31,199 - mmaction - INFO - Epoch [102][2300/3757] lr: 6.627e-02, eta: 5 days, 15:42:59, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6250, loss_cls: 2.8729, loss: 2.8729, grad_norm: 2.5269 2020-07-27 13:22:46,883 - mmaction - INFO - Epoch [102][2320/3757] lr: 6.627e-02, eta: 5 days, 15:42:40, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6016, loss_cls: 2.9708, loss: 2.9708, grad_norm: 2.6272 2020-07-27 13:23:02,712 - mmaction - INFO - Epoch [102][2340/3757] lr: 6.627e-02, eta: 5 days, 15:42:21, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6484, loss_cls: 2.7606, loss: 2.7606, grad_norm: 2.5511 2020-07-27 13:23:18,543 - mmaction - INFO - Epoch [102][2360/3757] lr: 6.627e-02, eta: 5 days, 15:42:02, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5945, loss_cls: 2.9803, loss: 2.9803, grad_norm: 2.6478 2020-07-27 13:23:34,321 - mmaction - INFO - Epoch [102][2380/3757] lr: 6.627e-02, eta: 5 days, 15:41:43, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6227, loss_cls: 2.8707, loss: 2.8707, grad_norm: 2.5693 2020-07-27 13:23:50,099 - mmaction - INFO - Epoch [102][2400/3757] lr: 6.627e-02, eta: 5 days, 15:41:24, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6109, loss_cls: 2.9443, loss: 2.9443, grad_norm: 2.5287 2020-07-27 13:24:05,897 - mmaction - INFO - Epoch [102][2420/3757] lr: 6.627e-02, eta: 5 days, 15:41:05, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6266, loss_cls: 2.8749, loss: 2.8749, grad_norm: 2.5575 2020-07-27 13:24:21,700 - mmaction - INFO - Epoch [102][2440/3757] lr: 6.627e-02, eta: 5 days, 15:40:46, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6047, loss_cls: 2.9113, loss: 2.9113, grad_norm: 2.5800 2020-07-27 13:24:37,488 - mmaction - INFO - Epoch [102][2460/3757] lr: 6.627e-02, eta: 5 days, 15:40:27, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 2.8736, loss: 2.8736, grad_norm: 2.5414 2020-07-27 13:24:53,270 - mmaction - INFO - Epoch [102][2480/3757] lr: 6.627e-02, eta: 5 days, 15:40:08, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5938, loss_cls: 3.0172, loss: 3.0172, grad_norm: 2.6075 2020-07-27 13:25:09,087 - mmaction - INFO - Epoch [102][2500/3757] lr: 6.627e-02, eta: 5 days, 15:39:49, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5891, loss_cls: 3.0038, loss: 3.0038, grad_norm: 2.5806 2020-07-27 13:25:24,856 - mmaction - INFO - Epoch [102][2520/3757] lr: 6.627e-02, eta: 5 days, 15:39:30, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6055, loss_cls: 2.9542, loss: 2.9542, grad_norm: 2.5732 2020-07-27 13:25:40,688 - mmaction - INFO - Epoch [102][2540/3757] lr: 6.627e-02, eta: 5 days, 15:39:11, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5844, loss_cls: 2.9689, loss: 2.9689, grad_norm: 2.4936 2020-07-27 13:25:56,503 - mmaction - INFO - Epoch [102][2560/3757] lr: 6.627e-02, eta: 5 days, 15:38:52, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6188, loss_cls: 2.8845, loss: 2.8845, grad_norm: 2.5164 2020-07-27 13:26:12,282 - mmaction - INFO - Epoch [102][2580/3757] lr: 6.627e-02, eta: 5 days, 15:38:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6359, loss_cls: 2.8361, loss: 2.8361, grad_norm: 2.5529 2020-07-27 13:26:28,068 - mmaction - INFO - Epoch [102][2600/3757] lr: 6.627e-02, eta: 5 days, 15:38:14, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5773, loss_cls: 2.9736, loss: 2.9736, grad_norm: 2.5786 2020-07-27 13:26:43,882 - mmaction - INFO - Epoch [102][2620/3757] lr: 6.627e-02, eta: 5 days, 15:37:55, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6016, loss_cls: 2.9684, loss: 2.9684, grad_norm: 2.6174 2020-07-27 13:26:59,628 - mmaction - INFO - Epoch [102][2640/3757] lr: 6.627e-02, eta: 5 days, 15:37:35, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3445, top5_acc: 0.5992, loss_cls: 2.9289, loss: 2.9289, grad_norm: 2.4772 2020-07-27 13:27:15,379 - mmaction - INFO - Epoch [102][2660/3757] lr: 6.627e-02, eta: 5 days, 15:37:16, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6109, loss_cls: 2.9786, loss: 2.9786, grad_norm: 2.6321 2020-07-27 13:27:31,085 - mmaction - INFO - Epoch [102][2680/3757] lr: 6.627e-02, eta: 5 days, 15:36:57, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6016, loss_cls: 2.9597, loss: 2.9597, grad_norm: 2.5261 2020-07-27 13:27:46,752 - mmaction - INFO - Epoch [102][2700/3757] lr: 6.627e-02, eta: 5 days, 15:36:38, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6141, loss_cls: 2.9215, loss: 2.9215, grad_norm: 2.4899 2020-07-27 13:28:02,529 - mmaction - INFO - Epoch [102][2720/3757] lr: 6.627e-02, eta: 5 days, 15:36:19, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6062, loss_cls: 2.9490, loss: 2.9490, grad_norm: 2.5595 2020-07-27 13:28:18,324 - mmaction - INFO - Epoch [102][2740/3757] lr: 6.627e-02, eta: 5 days, 15:36:00, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6062, loss_cls: 2.9012, loss: 2.9012, grad_norm: 2.5985 2020-07-27 13:28:34,091 - mmaction - INFO - Epoch [102][2760/3757] lr: 6.627e-02, eta: 5 days, 15:35:40, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3875, top5_acc: 0.6406, loss_cls: 2.7883, loss: 2.7883, grad_norm: 2.5952 2020-07-27 13:28:49,921 - mmaction - INFO - Epoch [102][2780/3757] lr: 6.627e-02, eta: 5 days, 15:35:22, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6188, loss_cls: 2.8982, loss: 2.8982, grad_norm: 2.6174 2020-07-27 13:29:05,718 - mmaction - INFO - Epoch [102][2800/3757] lr: 6.627e-02, eta: 5 days, 15:35:03, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6117, loss_cls: 2.9493, loss: 2.9493, grad_norm: 2.5496 2020-07-27 13:29:21,459 - mmaction - INFO - Epoch [102][2820/3757] lr: 6.627e-02, eta: 5 days, 15:34:43, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6062, loss_cls: 2.9142, loss: 2.9142, grad_norm: 2.5557 2020-07-27 13:29:37,213 - mmaction - INFO - Epoch [102][2840/3757] lr: 6.627e-02, eta: 5 days, 15:34:24, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6141, loss_cls: 2.9576, loss: 2.9576, grad_norm: 2.5465 2020-07-27 13:29:53,036 - mmaction - INFO - Epoch [102][2860/3757] lr: 6.627e-02, eta: 5 days, 15:34:05, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6359, loss_cls: 2.8314, loss: 2.8314, grad_norm: 2.5624 2020-07-27 13:30:08,828 - mmaction - INFO - Epoch [102][2880/3757] lr: 6.627e-02, eta: 5 days, 15:33:46, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6047, loss_cls: 2.8772, loss: 2.8772, grad_norm: 2.5650 2020-07-27 13:30:24,622 - mmaction - INFO - Epoch [102][2900/3757] lr: 6.627e-02, eta: 5 days, 15:33:27, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.8914, loss: 2.8914, grad_norm: 2.5521 2020-07-27 13:30:40,447 - mmaction - INFO - Epoch [102][2920/3757] lr: 6.627e-02, eta: 5 days, 15:33:08, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6297, loss_cls: 2.8340, loss: 2.8340, grad_norm: 2.5234 2020-07-27 13:30:56,265 - mmaction - INFO - Epoch [102][2940/3757] lr: 6.627e-02, eta: 5 days, 15:32:49, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5922, loss_cls: 2.9964, loss: 2.9964, grad_norm: 2.6412 2020-07-27 13:31:12,114 - mmaction - INFO - Epoch [102][2960/3757] lr: 6.627e-02, eta: 5 days, 15:32:30, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6141, loss_cls: 2.8971, loss: 2.8971, grad_norm: 2.5382 2020-07-27 13:31:27,949 - mmaction - INFO - Epoch [102][2980/3757] lr: 6.627e-02, eta: 5 days, 15:32:11, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6023, loss_cls: 2.9893, loss: 2.9893, grad_norm: 2.6351 2020-07-27 13:31:43,607 - mmaction - INFO - Epoch [102][3000/3757] lr: 6.627e-02, eta: 5 days, 15:31:52, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6203, loss_cls: 2.8904, loss: 2.8904, grad_norm: 2.6100 2020-07-27 13:31:59,411 - mmaction - INFO - Epoch [102][3020/3757] lr: 6.627e-02, eta: 5 days, 15:31:33, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6133, loss_cls: 2.9054, loss: 2.9054, grad_norm: 2.6025 2020-07-27 13:32:15,220 - mmaction - INFO - Epoch [102][3040/3757] lr: 6.627e-02, eta: 5 days, 15:31:14, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6016, loss_cls: 2.9790, loss: 2.9790, grad_norm: 2.5447 2020-07-27 13:32:30,921 - mmaction - INFO - Epoch [102][3060/3757] lr: 6.627e-02, eta: 5 days, 15:30:55, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6086, loss_cls: 2.9242, loss: 2.9242, grad_norm: 2.6383 2020-07-27 13:32:46,728 - mmaction - INFO - Epoch [102][3080/3757] lr: 6.627e-02, eta: 5 days, 15:30:36, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6258, loss_cls: 2.8955, loss: 2.8955, grad_norm: 2.5437 2020-07-27 13:33:02,534 - mmaction - INFO - Epoch [102][3100/3757] lr: 6.627e-02, eta: 5 days, 15:30:17, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6031, loss_cls: 2.8916, loss: 2.8916, grad_norm: 2.5547 2020-07-27 13:33:18,410 - mmaction - INFO - Epoch [102][3120/3757] lr: 6.627e-02, eta: 5 days, 15:29:58, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6070, loss_cls: 2.9454, loss: 2.9454, grad_norm: 2.5388 2020-07-27 13:33:34,242 - mmaction - INFO - Epoch [102][3140/3757] lr: 6.627e-02, eta: 5 days, 15:29:39, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.5930, loss_cls: 3.0032, loss: 3.0032, grad_norm: 2.5219 2020-07-27 13:33:50,028 - mmaction - INFO - Epoch [102][3160/3757] lr: 6.627e-02, eta: 5 days, 15:29:20, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6102, loss_cls: 2.8730, loss: 2.8730, grad_norm: 2.5157 2020-07-27 13:34:05,885 - mmaction - INFO - Epoch [102][3180/3757] lr: 6.627e-02, eta: 5 days, 15:29:01, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6078, loss_cls: 2.8634, loss: 2.8634, grad_norm: 2.5313 2020-07-27 13:34:21,636 - mmaction - INFO - Epoch [102][3200/3757] lr: 6.627e-02, eta: 5 days, 15:28:42, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5953, loss_cls: 2.9711, loss: 2.9711, grad_norm: 2.5883 2020-07-27 13:34:37,419 - mmaction - INFO - Epoch [102][3220/3757] lr: 6.627e-02, eta: 5 days, 15:28:23, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6320, loss_cls: 2.8600, loss: 2.8600, grad_norm: 2.5485 2020-07-27 13:34:53,238 - mmaction - INFO - Epoch [102][3240/3757] lr: 6.627e-02, eta: 5 days, 15:28:04, time: 0.791, data_time: 0.008, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6125, loss_cls: 2.8956, loss: 2.8956, grad_norm: 2.5833 2020-07-27 13:35:09,072 - mmaction - INFO - Epoch [102][3260/3757] lr: 6.627e-02, eta: 5 days, 15:27:45, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6328, loss_cls: 2.8873, loss: 2.8873, grad_norm: 2.5883 2020-07-27 13:35:24,924 - mmaction - INFO - Epoch [102][3280/3757] lr: 6.627e-02, eta: 5 days, 15:27:26, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5906, loss_cls: 2.9962, loss: 2.9962, grad_norm: 2.5898 2020-07-27 13:35:40,781 - mmaction - INFO - Epoch [102][3300/3757] lr: 6.627e-02, eta: 5 days, 15:27:07, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3812, top5_acc: 0.6156, loss_cls: 2.8120, loss: 2.8120, grad_norm: 2.4867 2020-07-27 13:35:56,558 - mmaction - INFO - Epoch [102][3320/3757] lr: 6.627e-02, eta: 5 days, 15:26:48, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6016, loss_cls: 2.9291, loss: 2.9291, grad_norm: 2.5757 2020-07-27 13:36:12,347 - mmaction - INFO - Epoch [102][3340/3757] lr: 6.627e-02, eta: 5 days, 15:26:29, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.5883, loss_cls: 2.9833, loss: 2.9833, grad_norm: 2.6097 2020-07-27 13:36:28,256 - mmaction - INFO - Epoch [102][3360/3757] lr: 6.627e-02, eta: 5 days, 15:26:10, time: 0.795, data_time: 0.012, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6164, loss_cls: 2.8659, loss: 2.8659, grad_norm: 2.5245 2020-07-27 13:36:44,021 - mmaction - INFO - Epoch [102][3380/3757] lr: 6.627e-02, eta: 5 days, 15:25:51, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6117, loss_cls: 2.8896, loss: 2.8896, grad_norm: 2.5599 2020-07-27 13:36:59,826 - mmaction - INFO - Epoch [102][3400/3757] lr: 6.627e-02, eta: 5 days, 15:25:32, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6133, loss_cls: 2.9076, loss: 2.9076, grad_norm: 2.5570 2020-07-27 13:37:15,538 - mmaction - INFO - Epoch [102][3420/3757] lr: 6.627e-02, eta: 5 days, 15:25:13, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6234, loss_cls: 2.8471, loss: 2.8471, grad_norm: 2.5485 2020-07-27 13:37:31,311 - mmaction - INFO - Epoch [102][3440/3757] lr: 6.627e-02, eta: 5 days, 15:24:54, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6086, loss_cls: 2.9248, loss: 2.9248, grad_norm: 2.5451 2020-07-27 13:37:47,100 - mmaction - INFO - Epoch [102][3460/3757] lr: 6.627e-02, eta: 5 days, 15:24:35, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6047, loss_cls: 2.9357, loss: 2.9357, grad_norm: 2.5931 2020-07-27 13:38:03,323 - mmaction - INFO - Epoch [102][3480/3757] lr: 6.627e-02, eta: 5 days, 15:24:17, time: 0.813, data_time: 0.021, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5953, loss_cls: 2.9598, loss: 2.9598, grad_norm: 2.5761 2020-07-27 13:38:19,204 - mmaction - INFO - Epoch [102][3500/3757] lr: 6.627e-02, eta: 5 days, 15:23:58, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6023, loss_cls: 2.9710, loss: 2.9710, grad_norm: 2.5767 2020-07-27 13:38:35,120 - mmaction - INFO - Epoch [102][3520/3757] lr: 6.627e-02, eta: 5 days, 15:23:39, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6070, loss_cls: 2.9599, loss: 2.9599, grad_norm: 2.5317 2020-07-27 13:38:50,983 - mmaction - INFO - Epoch [102][3540/3757] lr: 6.627e-02, eta: 5 days, 15:23:20, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5930, loss_cls: 2.9488, loss: 2.9488, grad_norm: 2.5889 2020-07-27 13:39:06,807 - mmaction - INFO - Epoch [102][3560/3757] lr: 6.627e-02, eta: 5 days, 15:23:01, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6242, loss_cls: 2.8331, loss: 2.8331, grad_norm: 2.5697 2020-07-27 13:39:22,653 - mmaction - INFO - Epoch [102][3580/3757] lr: 6.627e-02, eta: 5 days, 15:22:42, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6203, loss_cls: 2.8886, loss: 2.8886, grad_norm: 2.5901 2020-07-27 13:39:38,550 - mmaction - INFO - Epoch [102][3600/3757] lr: 6.627e-02, eta: 5 days, 15:22:23, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6211, loss_cls: 2.8334, loss: 2.8334, grad_norm: 2.5700 2020-07-27 13:39:54,326 - mmaction - INFO - Epoch [102][3620/3757] lr: 6.627e-02, eta: 5 days, 15:22:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6023, loss_cls: 2.9389, loss: 2.9389, grad_norm: 2.6137 2020-07-27 13:40:10,142 - mmaction - INFO - Epoch [102][3640/3757] lr: 6.627e-02, eta: 5 days, 15:21:45, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6109, loss_cls: 2.9340, loss: 2.9340, grad_norm: 2.6231 2020-07-27 13:40:25,932 - mmaction - INFO - Epoch [102][3660/3757] lr: 6.627e-02, eta: 5 days, 15:21:26, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6062, loss_cls: 2.9408, loss: 2.9408, grad_norm: 2.5484 2020-07-27 13:40:41,758 - mmaction - INFO - Epoch [102][3680/3757] lr: 6.627e-02, eta: 5 days, 15:21:07, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6195, loss_cls: 2.9050, loss: 2.9050, grad_norm: 2.5565 2020-07-27 13:40:57,667 - mmaction - INFO - Epoch [102][3700/3757] lr: 6.627e-02, eta: 5 days, 15:20:49, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6141, loss_cls: 2.9252, loss: 2.9252, grad_norm: 2.5595 2020-07-27 13:41:13,595 - mmaction - INFO - Epoch [102][3720/3757] lr: 6.627e-02, eta: 5 days, 15:20:30, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6125, loss_cls: 2.9301, loss: 2.9301, grad_norm: 2.6099 2020-07-27 13:41:29,400 - mmaction - INFO - Epoch [102][3740/3757] lr: 6.627e-02, eta: 5 days, 15:20:11, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6125, loss_cls: 2.8338, loss: 2.8338, grad_norm: 2.5526 2020-07-27 13:45:22,032 - mmaction - INFO - Epoch [103][20/3757] lr: 6.568e-02, eta: 5 days, 15:25:32, time: 10.029, data_time: 9.088, memory: 6196, top1_acc: 0.3805, top5_acc: 0.6398, loss_cls: 2.7407, loss: 2.7407, grad_norm: 2.5392 2020-07-27 13:45:37,857 - mmaction - INFO - Epoch [103][40/3757] lr: 6.568e-02, eta: 5 days, 15:25:13, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6031, loss_cls: 2.9737, loss: 2.9737, grad_norm: 2.6204 2020-07-27 13:45:53,546 - mmaction - INFO - Epoch [103][60/3757] lr: 6.568e-02, eta: 5 days, 15:24:54, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6141, loss_cls: 2.9372, loss: 2.9372, grad_norm: 2.5627 2020-07-27 13:46:09,443 - mmaction - INFO - Epoch [103][80/3757] lr: 6.568e-02, eta: 5 days, 15:24:35, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6273, loss_cls: 2.8272, loss: 2.8272, grad_norm: 2.5312 2020-07-27 13:46:25,068 - mmaction - INFO - Epoch [103][100/3757] lr: 6.568e-02, eta: 5 days, 15:24:16, time: 0.781, data_time: 0.001, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6219, loss_cls: 2.8365, loss: 2.8365, grad_norm: 2.5687 2020-07-27 13:46:40,818 - mmaction - INFO - Epoch [103][120/3757] lr: 6.568e-02, eta: 5 days, 15:23:57, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3812, top5_acc: 0.6375, loss_cls: 2.8076, loss: 2.8076, grad_norm: 2.5589 2020-07-27 13:46:56,681 - mmaction - INFO - Epoch [103][140/3757] lr: 6.568e-02, eta: 5 days, 15:23:38, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6047, loss_cls: 2.9503, loss: 2.9503, grad_norm: 2.6084 2020-07-27 13:47:12,720 - mmaction - INFO - Epoch [103][160/3757] lr: 6.568e-02, eta: 5 days, 15:23:19, time: 0.802, data_time: 0.016, memory: 6196, top1_acc: 0.3836, top5_acc: 0.6344, loss_cls: 2.8144, loss: 2.8144, grad_norm: 2.5449 2020-07-27 13:47:28,612 - mmaction - INFO - Epoch [103][180/3757] lr: 6.568e-02, eta: 5 days, 15:23:00, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3805, top5_acc: 0.6227, loss_cls: 2.8457, loss: 2.8457, grad_norm: 2.5558 2020-07-27 13:47:44,393 - mmaction - INFO - Epoch [103][200/3757] lr: 6.568e-02, eta: 5 days, 15:22:41, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6258, loss_cls: 2.8772, loss: 2.8772, grad_norm: 2.6202 2020-07-27 13:48:00,170 - mmaction - INFO - Epoch [103][220/3757] lr: 6.568e-02, eta: 5 days, 15:22:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6203, loss_cls: 2.8871, loss: 2.8871, grad_norm: 2.6080 2020-07-27 13:48:15,956 - mmaction - INFO - Epoch [103][240/3757] lr: 6.568e-02, eta: 5 days, 15:22:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6227, loss_cls: 2.8714, loss: 2.8714, grad_norm: 2.6013 2020-07-27 13:48:31,722 - mmaction - INFO - Epoch [103][260/3757] lr: 6.568e-02, eta: 5 days, 15:21:44, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6125, loss_cls: 2.9403, loss: 2.9403, grad_norm: 2.6275 2020-07-27 13:48:47,799 - mmaction - INFO - Epoch [103][280/3757] lr: 6.568e-02, eta: 5 days, 15:21:25, time: 0.804, data_time: 0.014, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6055, loss_cls: 2.9794, loss: 2.9794, grad_norm: 2.5283 2020-07-27 13:49:03,595 - mmaction - INFO - Epoch [103][300/3757] lr: 6.568e-02, eta: 5 days, 15:21:06, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6023, loss_cls: 2.9342, loss: 2.9342, grad_norm: 2.5885 2020-07-27 13:49:19,387 - mmaction - INFO - Epoch [103][320/3757] lr: 6.568e-02, eta: 5 days, 15:20:47, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6336, loss_cls: 2.8352, loss: 2.8352, grad_norm: 2.6163 2020-07-27 13:49:35,250 - mmaction - INFO - Epoch [103][340/3757] lr: 6.568e-02, eta: 5 days, 15:20:28, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6148, loss_cls: 2.8886, loss: 2.8886, grad_norm: 2.5486 2020-07-27 13:49:51,400 - mmaction - INFO - Epoch [103][360/3757] lr: 6.568e-02, eta: 5 days, 15:20:10, time: 0.807, data_time: 0.020, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5969, loss_cls: 3.0006, loss: 3.0006, grad_norm: 2.5595 2020-07-27 13:50:07,225 - mmaction - INFO - Epoch [103][380/3757] lr: 6.568e-02, eta: 5 days, 15:19:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6172, loss_cls: 2.9513, loss: 2.9513, grad_norm: 2.5599 2020-07-27 13:50:22,898 - mmaction - INFO - Epoch [103][400/3757] lr: 6.568e-02, eta: 5 days, 15:19:32, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6172, loss_cls: 2.9064, loss: 2.9064, grad_norm: 2.5586 2020-07-27 13:50:38,672 - mmaction - INFO - Epoch [103][420/3757] lr: 6.568e-02, eta: 5 days, 15:19:13, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6180, loss_cls: 2.8482, loss: 2.8482, grad_norm: 2.5217 2020-07-27 13:50:54,461 - mmaction - INFO - Epoch [103][440/3757] lr: 6.568e-02, eta: 5 days, 15:18:54, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6039, loss_cls: 2.9156, loss: 2.9156, grad_norm: 2.5576 2020-07-27 13:51:10,261 - mmaction - INFO - Epoch [103][460/3757] lr: 6.568e-02, eta: 5 days, 15:18:35, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6273, loss_cls: 2.9002, loss: 2.9002, grad_norm: 2.5590 2020-07-27 13:51:26,061 - mmaction - INFO - Epoch [103][480/3757] lr: 6.568e-02, eta: 5 days, 15:18:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6172, loss_cls: 2.8764, loss: 2.8764, grad_norm: 2.5544 2020-07-27 13:51:41,850 - mmaction - INFO - Epoch [103][500/3757] lr: 6.568e-02, eta: 5 days, 15:17:57, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5750, loss_cls: 3.0384, loss: 3.0384, grad_norm: 2.5641 2020-07-27 13:51:57,573 - mmaction - INFO - Epoch [103][520/3757] lr: 6.568e-02, eta: 5 days, 15:17:37, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6125, loss_cls: 2.9164, loss: 2.9164, grad_norm: 2.5127 2020-07-27 13:52:13,291 - mmaction - INFO - Epoch [103][540/3757] lr: 6.568e-02, eta: 5 days, 15:17:18, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6125, loss_cls: 2.8427, loss: 2.8427, grad_norm: 2.5879 2020-07-27 13:52:29,084 - mmaction - INFO - Epoch [103][560/3757] lr: 6.568e-02, eta: 5 days, 15:16:59, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.6078, loss_cls: 2.9931, loss: 2.9931, grad_norm: 2.6270 2020-07-27 13:52:44,882 - mmaction - INFO - Epoch [103][580/3757] lr: 6.568e-02, eta: 5 days, 15:16:40, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3797, top5_acc: 0.6016, loss_cls: 2.8783, loss: 2.8783, grad_norm: 2.5320 2020-07-27 13:53:00,584 - mmaction - INFO - Epoch [103][600/3757] lr: 6.568e-02, eta: 5 days, 15:16:21, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6195, loss_cls: 2.8906, loss: 2.8906, grad_norm: 2.6004 2020-07-27 13:53:16,291 - mmaction - INFO - Epoch [103][620/3757] lr: 6.568e-02, eta: 5 days, 15:16:02, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6336, loss_cls: 2.8210, loss: 2.8210, grad_norm: 2.6165 2020-07-27 13:53:32,037 - mmaction - INFO - Epoch [103][640/3757] lr: 6.568e-02, eta: 5 days, 15:15:43, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6180, loss_cls: 2.9135, loss: 2.9135, grad_norm: 2.5673 2020-07-27 13:53:47,806 - mmaction - INFO - Epoch [103][660/3757] lr: 6.568e-02, eta: 5 days, 15:15:23, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6094, loss_cls: 2.9068, loss: 2.9068, grad_norm: 2.5678 2020-07-27 13:54:03,525 - mmaction - INFO - Epoch [103][680/3757] lr: 6.568e-02, eta: 5 days, 15:15:04, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3820, top5_acc: 0.6164, loss_cls: 2.8199, loss: 2.8199, grad_norm: 2.5746 2020-07-27 13:54:19,277 - mmaction - INFO - Epoch [103][700/3757] lr: 6.568e-02, eta: 5 days, 15:14:45, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6398, loss_cls: 2.7881, loss: 2.7881, grad_norm: 2.5716 2020-07-27 13:54:35,009 - mmaction - INFO - Epoch [103][720/3757] lr: 6.568e-02, eta: 5 days, 15:14:26, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3812, top5_acc: 0.6430, loss_cls: 2.8118, loss: 2.8118, grad_norm: 2.5763 2020-07-27 13:54:50,858 - mmaction - INFO - Epoch [103][740/3757] lr: 6.568e-02, eta: 5 days, 15:14:07, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6258, loss_cls: 2.8480, loss: 2.8480, grad_norm: 2.6030 2020-07-27 13:55:06,765 - mmaction - INFO - Epoch [103][760/3757] lr: 6.568e-02, eta: 5 days, 15:13:48, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 2.9575, loss: 2.9575, grad_norm: 2.5675 2020-07-27 13:55:25,064 - mmaction - INFO - Epoch [103][780/3757] lr: 6.568e-02, eta: 5 days, 15:13:34, time: 0.915, data_time: 0.001, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6180, loss_cls: 2.8601, loss: 2.8601, grad_norm: 2.6076 2020-07-27 13:55:41,134 - mmaction - INFO - Epoch [103][800/3757] lr: 6.568e-02, eta: 5 days, 15:13:16, time: 0.803, data_time: 0.013, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6164, loss_cls: 2.9214, loss: 2.9214, grad_norm: 2.6533 2020-07-27 13:55:57,128 - mmaction - INFO - Epoch [103][820/3757] lr: 6.568e-02, eta: 5 days, 15:12:57, time: 0.799, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6094, loss_cls: 2.8535, loss: 2.8535, grad_norm: 2.6823 2020-07-27 13:56:13,015 - mmaction - INFO - Epoch [103][840/3757] lr: 6.568e-02, eta: 5 days, 15:12:38, time: 0.795, data_time: 0.002, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6281, loss_cls: 2.8630, loss: 2.8630, grad_norm: 2.6411 2020-07-27 13:56:28,874 - mmaction - INFO - Epoch [103][860/3757] lr: 6.568e-02, eta: 5 days, 15:12:19, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6188, loss_cls: 2.8622, loss: 2.8622, grad_norm: 2.6075 2020-07-27 13:56:44,644 - mmaction - INFO - Epoch [103][880/3757] lr: 6.568e-02, eta: 5 days, 15:12:00, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6227, loss_cls: 2.8602, loss: 2.8602, grad_norm: 2.6070 2020-07-27 13:57:00,438 - mmaction - INFO - Epoch [103][900/3757] lr: 6.568e-02, eta: 5 days, 15:11:41, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6203, loss_cls: 2.9259, loss: 2.9259, grad_norm: 2.6493 2020-07-27 13:57:16,254 - mmaction - INFO - Epoch [103][920/3757] lr: 6.568e-02, eta: 5 days, 15:11:22, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6320, loss_cls: 2.8564, loss: 2.8564, grad_norm: 2.5945 2020-07-27 13:57:32,048 - mmaction - INFO - Epoch [103][940/3757] lr: 6.568e-02, eta: 5 days, 15:11:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.9238, loss: 2.9238, grad_norm: 2.6807 2020-07-27 13:57:47,776 - mmaction - INFO - Epoch [103][960/3757] lr: 6.568e-02, eta: 5 days, 15:10:44, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6117, loss_cls: 2.8652, loss: 2.8652, grad_norm: 2.6323 2020-07-27 13:58:03,563 - mmaction - INFO - Epoch [103][980/3757] lr: 6.568e-02, eta: 5 days, 15:10:25, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5938, loss_cls: 2.9791, loss: 2.9791, grad_norm: 2.5983 2020-07-27 13:58:19,320 - mmaction - INFO - Epoch [103][1000/3757] lr: 6.568e-02, eta: 5 days, 15:10:06, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6195, loss_cls: 2.9088, loss: 2.9088, grad_norm: 2.5653 2020-07-27 13:58:35,148 - mmaction - INFO - Epoch [103][1020/3757] lr: 6.568e-02, eta: 5 days, 15:09:47, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3812, top5_acc: 0.6258, loss_cls: 2.7972, loss: 2.7972, grad_norm: 2.5234 2020-07-27 13:58:51,106 - mmaction - INFO - Epoch [103][1040/3757] lr: 6.568e-02, eta: 5 days, 15:09:28, time: 0.798, data_time: 0.014, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6188, loss_cls: 2.8689, loss: 2.8689, grad_norm: 2.6063 2020-07-27 13:59:06,894 - mmaction - INFO - Epoch [103][1060/3757] lr: 6.568e-02, eta: 5 days, 15:09:09, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6266, loss_cls: 2.8830, loss: 2.8830, grad_norm: 2.6210 2020-07-27 13:59:22,669 - mmaction - INFO - Epoch [103][1080/3757] lr: 6.568e-02, eta: 5 days, 15:08:50, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6141, loss_cls: 2.9447, loss: 2.9447, grad_norm: 2.5969 2020-07-27 13:59:38,494 - mmaction - INFO - Epoch [103][1100/3757] lr: 6.568e-02, eta: 5 days, 15:08:31, time: 0.793, data_time: 0.007, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6281, loss_cls: 2.8763, loss: 2.8763, grad_norm: 2.5309 2020-07-27 13:59:54,309 - mmaction - INFO - Epoch [103][1120/3757] lr: 6.568e-02, eta: 5 days, 15:08:12, time: 0.790, data_time: 0.007, memory: 6196, top1_acc: 0.3820, top5_acc: 0.6250, loss_cls: 2.8286, loss: 2.8286, grad_norm: 2.5320 2020-07-27 14:00:16,362 - mmaction - INFO - Epoch [103][1140/3757] lr: 6.568e-02, eta: 5 days, 15:08:06, time: 1.093, data_time: 0.007, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5961, loss_cls: 2.9554, loss: 2.9554, grad_norm: 2.5221 2020-07-27 14:00:32,348 - mmaction - INFO - Epoch [103][1160/3757] lr: 6.568e-02, eta: 5 days, 15:07:47, time: 0.808, data_time: 0.015, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6180, loss_cls: 2.9187, loss: 2.9187, grad_norm: 2.5406 2020-07-27 14:00:48,177 - mmaction - INFO - Epoch [103][1180/3757] lr: 6.568e-02, eta: 5 days, 15:07:29, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6180, loss_cls: 2.9034, loss: 2.9034, grad_norm: 2.5547 2020-07-27 14:01:03,984 - mmaction - INFO - Epoch [103][1200/3757] lr: 6.568e-02, eta: 5 days, 15:07:10, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6047, loss_cls: 2.9264, loss: 2.9264, grad_norm: 2.6244 2020-07-27 14:01:19,762 - mmaction - INFO - Epoch [103][1220/3757] lr: 6.568e-02, eta: 5 days, 15:06:50, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6062, loss_cls: 2.9328, loss: 2.9328, grad_norm: 2.6235 2020-07-27 14:01:35,677 - mmaction - INFO - Epoch [103][1240/3757] lr: 6.568e-02, eta: 5 days, 15:06:32, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6172, loss_cls: 2.8690, loss: 2.8690, grad_norm: 2.5722 2020-07-27 14:01:51,425 - mmaction - INFO - Epoch [103][1260/3757] lr: 6.568e-02, eta: 5 days, 15:06:13, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5953, loss_cls: 2.9917, loss: 2.9917, grad_norm: 2.6147 2020-07-27 14:02:07,299 - mmaction - INFO - Epoch [103][1280/3757] lr: 6.568e-02, eta: 5 days, 15:05:54, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6078, loss_cls: 2.8727, loss: 2.8727, grad_norm: 2.6120 2020-07-27 14:02:23,174 - mmaction - INFO - Epoch [103][1300/3757] lr: 6.568e-02, eta: 5 days, 15:05:35, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6172, loss_cls: 2.9523, loss: 2.9523, grad_norm: 2.5827 2020-07-27 14:02:38,980 - mmaction - INFO - Epoch [103][1320/3757] lr: 6.568e-02, eta: 5 days, 15:05:16, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6180, loss_cls: 2.8762, loss: 2.8762, grad_norm: 2.5661 2020-07-27 14:02:54,731 - mmaction - INFO - Epoch [103][1340/3757] lr: 6.568e-02, eta: 5 days, 15:04:57, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6242, loss_cls: 2.9716, loss: 2.9716, grad_norm: 2.5670 2020-07-27 14:03:10,548 - mmaction - INFO - Epoch [103][1360/3757] lr: 6.568e-02, eta: 5 days, 15:04:38, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6219, loss_cls: 2.8644, loss: 2.8644, grad_norm: 2.4907 2020-07-27 14:03:26,342 - mmaction - INFO - Epoch [103][1380/3757] lr: 6.568e-02, eta: 5 days, 15:04:19, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6227, loss_cls: 2.8420, loss: 2.8420, grad_norm: 2.5240 2020-07-27 14:03:42,125 - mmaction - INFO - Epoch [103][1400/3757] lr: 6.568e-02, eta: 5 days, 15:04:00, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3797, top5_acc: 0.6180, loss_cls: 2.8251, loss: 2.8251, grad_norm: 2.5597 2020-07-27 14:03:57,947 - mmaction - INFO - Epoch [103][1420/3757] lr: 6.568e-02, eta: 5 days, 15:03:41, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3641, top5_acc: 0.5969, loss_cls: 2.9546, loss: 2.9546, grad_norm: 2.6397 2020-07-27 14:04:13,723 - mmaction - INFO - Epoch [103][1440/3757] lr: 6.568e-02, eta: 5 days, 15:03:22, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6297, loss_cls: 2.8525, loss: 2.8525, grad_norm: 2.5842 2020-07-27 14:04:29,576 - mmaction - INFO - Epoch [103][1460/3757] lr: 6.568e-02, eta: 5 days, 15:03:03, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5852, loss_cls: 3.0203, loss: 3.0203, grad_norm: 2.5991 2020-07-27 14:04:45,723 - mmaction - INFO - Epoch [103][1480/3757] lr: 6.568e-02, eta: 5 days, 15:02:44, time: 0.807, data_time: 0.023, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6172, loss_cls: 2.8866, loss: 2.8866, grad_norm: 2.4794 2020-07-27 14:05:01,884 - mmaction - INFO - Epoch [103][1500/3757] lr: 6.568e-02, eta: 5 days, 15:02:26, time: 0.807, data_time: 0.019, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6242, loss_cls: 2.8761, loss: 2.8761, grad_norm: 2.4928 2020-07-27 14:05:17,671 - mmaction - INFO - Epoch [103][1520/3757] lr: 6.568e-02, eta: 5 days, 15:02:07, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6180, loss_cls: 2.8753, loss: 2.8753, grad_norm: 2.5628 2020-07-27 14:05:33,515 - mmaction - INFO - Epoch [103][1540/3757] lr: 6.568e-02, eta: 5 days, 15:01:48, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3766, top5_acc: 0.5984, loss_cls: 2.8914, loss: 2.8914, grad_norm: 2.4896 2020-07-27 14:05:49,219 - mmaction - INFO - Epoch [103][1560/3757] lr: 6.568e-02, eta: 5 days, 15:01:29, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6141, loss_cls: 2.8994, loss: 2.8994, grad_norm: 2.5698 2020-07-27 14:06:04,987 - mmaction - INFO - Epoch [103][1580/3757] lr: 6.568e-02, eta: 5 days, 15:01:10, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6344, loss_cls: 2.9167, loss: 2.9167, grad_norm: 2.5771 2020-07-27 14:06:20,721 - mmaction - INFO - Epoch [103][1600/3757] lr: 6.568e-02, eta: 5 days, 15:00:51, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6250, loss_cls: 2.8866, loss: 2.8866, grad_norm: 2.5455 2020-07-27 14:06:36,541 - mmaction - INFO - Epoch [103][1620/3757] lr: 6.568e-02, eta: 5 days, 15:00:32, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6094, loss_cls: 2.9091, loss: 2.9091, grad_norm: 2.5673 2020-07-27 14:06:52,281 - mmaction - INFO - Epoch [103][1640/3757] lr: 6.568e-02, eta: 5 days, 15:00:13, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6281, loss_cls: 2.8430, loss: 2.8430, grad_norm: 2.5261 2020-07-27 14:07:08,028 - mmaction - INFO - Epoch [103][1660/3757] lr: 6.568e-02, eta: 5 days, 14:59:54, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6195, loss_cls: 2.8846, loss: 2.8846, grad_norm: 2.5057 2020-07-27 14:07:23,830 - mmaction - INFO - Epoch [103][1680/3757] lr: 6.568e-02, eta: 5 days, 14:59:34, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6391, loss_cls: 2.8208, loss: 2.8208, grad_norm: 2.5184 2020-07-27 14:07:39,599 - mmaction - INFO - Epoch [103][1700/3757] lr: 6.568e-02, eta: 5 days, 14:59:15, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6242, loss_cls: 2.8992, loss: 2.8992, grad_norm: 2.5930 2020-07-27 14:07:55,622 - mmaction - INFO - Epoch [103][1720/3757] lr: 6.568e-02, eta: 5 days, 14:58:57, time: 0.801, data_time: 0.016, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6125, loss_cls: 2.9140, loss: 2.9140, grad_norm: 2.6082 2020-07-27 14:08:11,418 - mmaction - INFO - Epoch [103][1740/3757] lr: 6.568e-02, eta: 5 days, 14:58:38, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3805, top5_acc: 0.6172, loss_cls: 2.8010, loss: 2.8010, grad_norm: 2.6174 2020-07-27 14:08:27,154 - mmaction - INFO - Epoch [103][1760/3757] lr: 6.568e-02, eta: 5 days, 14:58:19, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.5945, loss_cls: 3.0021, loss: 3.0021, grad_norm: 2.6746 2020-07-27 14:08:42,950 - mmaction - INFO - Epoch [103][1780/3757] lr: 6.568e-02, eta: 5 days, 14:58:00, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6227, loss_cls: 2.9120, loss: 2.9120, grad_norm: 2.5905 2020-07-27 14:08:58,708 - mmaction - INFO - Epoch [103][1800/3757] lr: 6.568e-02, eta: 5 days, 14:57:41, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6250, loss_cls: 2.9779, loss: 2.9779, grad_norm: 2.6081 2020-07-27 14:09:14,517 - mmaction - INFO - Epoch [103][1820/3757] lr: 6.568e-02, eta: 5 days, 14:57:22, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6039, loss_cls: 2.9272, loss: 2.9272, grad_norm: 2.5901 2020-07-27 14:09:30,289 - mmaction - INFO - Epoch [103][1840/3757] lr: 6.568e-02, eta: 5 days, 14:57:03, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3844, top5_acc: 0.6383, loss_cls: 2.8226, loss: 2.8226, grad_norm: 2.5621 2020-07-27 14:09:46,077 - mmaction - INFO - Epoch [103][1860/3757] lr: 6.568e-02, eta: 5 days, 14:56:44, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.9508, loss: 2.9508, grad_norm: 2.5832 2020-07-27 14:10:01,778 - mmaction - INFO - Epoch [103][1880/3757] lr: 6.568e-02, eta: 5 days, 14:56:24, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6320, loss_cls: 2.7896, loss: 2.7896, grad_norm: 2.5128 2020-07-27 14:10:17,458 - mmaction - INFO - Epoch [103][1900/3757] lr: 6.568e-02, eta: 5 days, 14:56:05, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6078, loss_cls: 2.8870, loss: 2.8870, grad_norm: 2.5586 2020-07-27 14:10:33,331 - mmaction - INFO - Epoch [103][1920/3757] lr: 6.568e-02, eta: 5 days, 14:55:46, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6430, loss_cls: 2.8085, loss: 2.8085, grad_norm: 2.6064 2020-07-27 14:10:49,123 - mmaction - INFO - Epoch [103][1940/3757] lr: 6.568e-02, eta: 5 days, 14:55:27, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5867, loss_cls: 2.9758, loss: 2.9758, grad_norm: 2.6409 2020-07-27 14:11:04,937 - mmaction - INFO - Epoch [103][1960/3757] lr: 6.568e-02, eta: 5 days, 14:55:08, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3852, top5_acc: 0.6406, loss_cls: 2.8019, loss: 2.8019, grad_norm: 2.6042 2020-07-27 14:11:21,025 - mmaction - INFO - Epoch [103][1980/3757] lr: 6.568e-02, eta: 5 days, 14:54:50, time: 0.805, data_time: 0.021, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6164, loss_cls: 2.9041, loss: 2.9041, grad_norm: 2.6642 2020-07-27 14:11:36,837 - mmaction - INFO - Epoch [103][2000/3757] lr: 6.568e-02, eta: 5 days, 14:54:31, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6250, loss_cls: 2.9306, loss: 2.9306, grad_norm: 2.6684 2020-07-27 14:11:52,672 - mmaction - INFO - Epoch [103][2020/3757] lr: 6.568e-02, eta: 5 days, 14:54:12, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6094, loss_cls: 2.9573, loss: 2.9573, grad_norm: 2.5939 2020-07-27 14:12:08,509 - mmaction - INFO - Epoch [103][2040/3757] lr: 6.568e-02, eta: 5 days, 14:53:53, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6125, loss_cls: 2.9358, loss: 2.9358, grad_norm: 2.5667 2020-07-27 14:12:24,328 - mmaction - INFO - Epoch [103][2060/3757] lr: 6.568e-02, eta: 5 days, 14:53:34, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6141, loss_cls: 2.8358, loss: 2.8358, grad_norm: 2.5300 2020-07-27 14:12:40,140 - mmaction - INFO - Epoch [103][2080/3757] lr: 6.568e-02, eta: 5 days, 14:53:15, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6234, loss_cls: 2.8463, loss: 2.8463, grad_norm: 2.5740 2020-07-27 14:12:55,978 - mmaction - INFO - Epoch [103][2100/3757] lr: 6.568e-02, eta: 5 days, 14:52:56, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5938, loss_cls: 3.0165, loss: 3.0165, grad_norm: 2.6682 2020-07-27 14:13:11,855 - mmaction - INFO - Epoch [103][2120/3757] lr: 6.568e-02, eta: 5 days, 14:52:37, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6344, loss_cls: 2.8344, loss: 2.8344, grad_norm: 2.6146 2020-07-27 14:13:27,639 - mmaction - INFO - Epoch [103][2140/3757] lr: 6.568e-02, eta: 5 days, 14:52:18, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6141, loss_cls: 2.9285, loss: 2.9285, grad_norm: 2.5769 2020-07-27 14:13:43,435 - mmaction - INFO - Epoch [103][2160/3757] lr: 6.568e-02, eta: 5 days, 14:51:59, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6227, loss_cls: 2.8541, loss: 2.8541, grad_norm: 2.6063 2020-07-27 14:13:59,230 - mmaction - INFO - Epoch [103][2180/3757] lr: 6.568e-02, eta: 5 days, 14:51:40, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6008, loss_cls: 2.9242, loss: 2.9242, grad_norm: 2.6571 2020-07-27 14:14:15,332 - mmaction - INFO - Epoch [103][2200/3757] lr: 6.568e-02, eta: 5 days, 14:51:22, time: 0.806, data_time: 0.016, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6242, loss_cls: 2.9086, loss: 2.9086, grad_norm: 2.6035 2020-07-27 14:14:31,179 - mmaction - INFO - Epoch [103][2220/3757] lr: 6.568e-02, eta: 5 days, 14:51:03, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6109, loss_cls: 2.9506, loss: 2.9506, grad_norm: 2.6098 2020-07-27 14:14:46,998 - mmaction - INFO - Epoch [103][2240/3757] lr: 6.568e-02, eta: 5 days, 14:50:44, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.5984, loss_cls: 2.9797, loss: 2.9797, grad_norm: 2.5571 2020-07-27 14:15:02,902 - mmaction - INFO - Epoch [103][2260/3757] lr: 6.568e-02, eta: 5 days, 14:50:25, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6016, loss_cls: 2.9456, loss: 2.9456, grad_norm: 2.6151 2020-07-27 14:15:19,589 - mmaction - INFO - Epoch [103][2280/3757] lr: 6.568e-02, eta: 5 days, 14:50:08, time: 0.834, data_time: 0.046, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6375, loss_cls: 2.8338, loss: 2.8338, grad_norm: 2.6154 2020-07-27 14:15:35,662 - mmaction - INFO - Epoch [103][2300/3757] lr: 6.568e-02, eta: 5 days, 14:49:50, time: 0.803, data_time: 0.016, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6148, loss_cls: 2.8954, loss: 2.8954, grad_norm: 2.6315 2020-07-27 14:15:51,785 - mmaction - INFO - Epoch [103][2320/3757] lr: 6.568e-02, eta: 5 days, 14:49:31, time: 0.807, data_time: 0.023, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6266, loss_cls: 2.8603, loss: 2.8603, grad_norm: 2.5806 2020-07-27 14:16:07,847 - mmaction - INFO - Epoch [103][2340/3757] lr: 6.568e-02, eta: 5 days, 14:49:13, time: 0.802, data_time: 0.015, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5984, loss_cls: 2.9930, loss: 2.9930, grad_norm: 2.6383 2020-07-27 14:16:23,704 - mmaction - INFO - Epoch [103][2360/3757] lr: 6.568e-02, eta: 5 days, 14:48:54, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6203, loss_cls: 2.8890, loss: 2.8890, grad_norm: 2.5636 2020-07-27 14:16:39,589 - mmaction - INFO - Epoch [103][2380/3757] lr: 6.568e-02, eta: 5 days, 14:48:35, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 2.9378, loss: 2.9378, grad_norm: 2.6674 2020-07-27 14:16:56,039 - mmaction - INFO - Epoch [103][2400/3757] lr: 6.568e-02, eta: 5 days, 14:48:17, time: 0.824, data_time: 0.020, memory: 6196, top1_acc: 0.3883, top5_acc: 0.6328, loss_cls: 2.8097, loss: 2.8097, grad_norm: 2.5790 2020-07-27 14:17:11,872 - mmaction - INFO - Epoch [103][2420/3757] lr: 6.568e-02, eta: 5 days, 14:47:59, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6227, loss_cls: 2.8462, loss: 2.8462, grad_norm: 2.6213 2020-07-27 14:17:28,112 - mmaction - INFO - Epoch [103][2440/3757] lr: 6.568e-02, eta: 5 days, 14:47:40, time: 0.813, data_time: 0.018, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6133, loss_cls: 2.9392, loss: 2.9392, grad_norm: 2.5927 2020-07-27 14:17:43,997 - mmaction - INFO - Epoch [103][2460/3757] lr: 6.568e-02, eta: 5 days, 14:47:22, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6219, loss_cls: 2.8889, loss: 2.8889, grad_norm: 2.6322 2020-07-27 14:17:59,821 - mmaction - INFO - Epoch [103][2480/3757] lr: 6.568e-02, eta: 5 days, 14:47:03, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6078, loss_cls: 2.8919, loss: 2.8919, grad_norm: 2.4915 2020-07-27 14:18:15,609 - mmaction - INFO - Epoch [103][2500/3757] lr: 6.568e-02, eta: 5 days, 14:46:44, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6180, loss_cls: 2.8835, loss: 2.8835, grad_norm: 2.5928 2020-07-27 14:18:31,914 - mmaction - INFO - Epoch [103][2520/3757] lr: 6.568e-02, eta: 5 days, 14:46:26, time: 0.816, data_time: 0.026, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6070, loss_cls: 2.9571, loss: 2.9571, grad_norm: 2.5219 2020-07-27 14:18:48,047 - mmaction - INFO - Epoch [103][2540/3757] lr: 6.568e-02, eta: 5 days, 14:46:07, time: 0.807, data_time: 0.017, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6203, loss_cls: 2.8898, loss: 2.8898, grad_norm: 2.6065 2020-07-27 14:19:04,188 - mmaction - INFO - Epoch [103][2560/3757] lr: 6.568e-02, eta: 5 days, 14:45:49, time: 0.807, data_time: 0.021, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6000, loss_cls: 2.9557, loss: 2.9557, grad_norm: 2.5842 2020-07-27 14:19:20,019 - mmaction - INFO - Epoch [103][2580/3757] lr: 6.568e-02, eta: 5 days, 14:45:30, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6289, loss_cls: 2.8173, loss: 2.8173, grad_norm: 2.5409 2020-07-27 14:19:35,781 - mmaction - INFO - Epoch [103][2600/3757] lr: 6.568e-02, eta: 5 days, 14:45:11, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6141, loss_cls: 2.9434, loss: 2.9434, grad_norm: 2.6523 2020-07-27 14:19:51,951 - mmaction - INFO - Epoch [103][2620/3757] lr: 6.568e-02, eta: 5 days, 14:44:53, time: 0.808, data_time: 0.024, memory: 6196, top1_acc: 0.3578, top5_acc: 0.5781, loss_cls: 3.0602, loss: 3.0602, grad_norm: 2.5832 2020-07-27 14:20:08,190 - mmaction - INFO - Epoch [103][2640/3757] lr: 6.568e-02, eta: 5 days, 14:44:35, time: 0.812, data_time: 0.017, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5813, loss_cls: 3.0172, loss: 3.0172, grad_norm: 2.5504 2020-07-27 14:20:23,907 - mmaction - INFO - Epoch [103][2660/3757] lr: 6.568e-02, eta: 5 days, 14:44:16, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6156, loss_cls: 2.8983, loss: 2.8983, grad_norm: 2.6138 2020-07-27 14:20:40,106 - mmaction - INFO - Epoch [103][2680/3757] lr: 6.568e-02, eta: 5 days, 14:43:57, time: 0.810, data_time: 0.019, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6320, loss_cls: 2.8259, loss: 2.8259, grad_norm: 2.6348 2020-07-27 14:20:55,848 - mmaction - INFO - Epoch [103][2700/3757] lr: 6.568e-02, eta: 5 days, 14:43:38, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3320, top5_acc: 0.6180, loss_cls: 2.9059, loss: 2.9059, grad_norm: 2.6013 2020-07-27 14:21:11,763 - mmaction - INFO - Epoch [103][2720/3757] lr: 6.568e-02, eta: 5 days, 14:43:20, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6133, loss_cls: 2.8576, loss: 2.8576, grad_norm: 2.5894 2020-07-27 14:21:27,789 - mmaction - INFO - Epoch [103][2740/3757] lr: 6.568e-02, eta: 5 days, 14:43:01, time: 0.801, data_time: 0.015, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6164, loss_cls: 2.8939, loss: 2.8939, grad_norm: 2.6318 2020-07-27 14:21:43,580 - mmaction - INFO - Epoch [103][2760/3757] lr: 6.568e-02, eta: 5 days, 14:42:42, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.8379, loss: 2.8379, grad_norm: 2.5963 2020-07-27 14:21:59,401 - mmaction - INFO - Epoch [103][2780/3757] lr: 6.568e-02, eta: 5 days, 14:42:23, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3875, top5_acc: 0.6312, loss_cls: 2.7621, loss: 2.7621, grad_norm: 2.6292 2020-07-27 14:22:15,197 - mmaction - INFO - Epoch [103][2800/3757] lr: 6.568e-02, eta: 5 days, 14:42:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6250, loss_cls: 2.9552, loss: 2.9552, grad_norm: 2.6095 2020-07-27 14:22:30,952 - mmaction - INFO - Epoch [103][2820/3757] lr: 6.568e-02, eta: 5 days, 14:41:45, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5891, loss_cls: 2.9672, loss: 2.9672, grad_norm: 2.6039 2020-07-27 14:22:46,716 - mmaction - INFO - Epoch [103][2840/3757] lr: 6.568e-02, eta: 5 days, 14:41:26, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6039, loss_cls: 2.9547, loss: 2.9547, grad_norm: 2.6190 2020-07-27 14:23:02,518 - mmaction - INFO - Epoch [103][2860/3757] lr: 6.568e-02, eta: 5 days, 14:41:07, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6117, loss_cls: 2.9126, loss: 2.9126, grad_norm: 2.5224 2020-07-27 14:23:18,407 - mmaction - INFO - Epoch [103][2880/3757] lr: 6.568e-02, eta: 5 days, 14:40:48, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6227, loss_cls: 2.8797, loss: 2.8797, grad_norm: 2.6323 2020-07-27 14:23:34,168 - mmaction - INFO - Epoch [103][2900/3757] lr: 6.568e-02, eta: 5 days, 14:40:29, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6141, loss_cls: 2.9322, loss: 2.9322, grad_norm: 2.6099 2020-07-27 14:23:49,975 - mmaction - INFO - Epoch [103][2920/3757] lr: 6.568e-02, eta: 5 days, 14:40:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6328, loss_cls: 2.8172, loss: 2.8172, grad_norm: 2.5901 2020-07-27 14:24:05,767 - mmaction - INFO - Epoch [103][2940/3757] lr: 6.568e-02, eta: 5 days, 14:39:51, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6148, loss_cls: 2.9070, loss: 2.9070, grad_norm: 2.6459 2020-07-27 14:24:21,684 - mmaction - INFO - Epoch [103][2960/3757] lr: 6.568e-02, eta: 5 days, 14:39:32, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5867, loss_cls: 2.9941, loss: 2.9941, grad_norm: 2.6129 2020-07-27 14:24:37,482 - mmaction - INFO - Epoch [103][2980/3757] lr: 6.568e-02, eta: 5 days, 14:39:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6008, loss_cls: 2.9147, loss: 2.9147, grad_norm: 2.5165 2020-07-27 14:24:53,296 - mmaction - INFO - Epoch [103][3000/3757] lr: 6.568e-02, eta: 5 days, 14:38:55, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6117, loss_cls: 2.9054, loss: 2.9054, grad_norm: 2.5506 2020-07-27 14:25:09,137 - mmaction - INFO - Epoch [103][3020/3757] lr: 6.568e-02, eta: 5 days, 14:38:36, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6023, loss_cls: 2.9205, loss: 2.9205, grad_norm: 2.4857 2020-07-27 14:25:24,947 - mmaction - INFO - Epoch [103][3040/3757] lr: 6.568e-02, eta: 5 days, 14:38:17, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.5914, loss_cls: 2.9753, loss: 2.9753, grad_norm: 2.4694 2020-07-27 14:25:40,812 - mmaction - INFO - Epoch [103][3060/3757] lr: 6.568e-02, eta: 5 days, 14:37:58, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6180, loss_cls: 2.9012, loss: 2.9012, grad_norm: 2.5650 2020-07-27 14:25:56,579 - mmaction - INFO - Epoch [103][3080/3757] lr: 6.568e-02, eta: 5 days, 14:37:39, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6344, loss_cls: 2.8403, loss: 2.8403, grad_norm: 2.5141 2020-07-27 14:26:12,350 - mmaction - INFO - Epoch [103][3100/3757] lr: 6.568e-02, eta: 5 days, 14:37:20, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6406, loss_cls: 2.7850, loss: 2.7850, grad_norm: 2.5724 2020-07-27 14:26:28,123 - mmaction - INFO - Epoch [103][3120/3757] lr: 6.568e-02, eta: 5 days, 14:37:01, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5969, loss_cls: 2.9169, loss: 2.9169, grad_norm: 2.5648 2020-07-27 14:26:43,948 - mmaction - INFO - Epoch [103][3140/3757] lr: 6.568e-02, eta: 5 days, 14:36:42, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6281, loss_cls: 2.8486, loss: 2.8486, grad_norm: 2.5611 2020-07-27 14:26:59,801 - mmaction - INFO - Epoch [103][3160/3757] lr: 6.568e-02, eta: 5 days, 14:36:23, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6195, loss_cls: 2.8711, loss: 2.8711, grad_norm: 2.6274 2020-07-27 14:27:15,485 - mmaction - INFO - Epoch [103][3180/3757] lr: 6.568e-02, eta: 5 days, 14:36:04, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6039, loss_cls: 2.9133, loss: 2.9133, grad_norm: 2.6051 2020-07-27 14:27:31,381 - mmaction - INFO - Epoch [103][3200/3757] lr: 6.568e-02, eta: 5 days, 14:35:45, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6180, loss_cls: 2.9009, loss: 2.9009, grad_norm: 2.6553 2020-07-27 14:27:47,121 - mmaction - INFO - Epoch [103][3220/3757] lr: 6.568e-02, eta: 5 days, 14:35:26, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6242, loss_cls: 2.8595, loss: 2.8595, grad_norm: 2.6298 2020-07-27 14:28:02,950 - mmaction - INFO - Epoch [103][3240/3757] lr: 6.568e-02, eta: 5 days, 14:35:07, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6031, loss_cls: 2.9418, loss: 2.9418, grad_norm: 2.6321 2020-07-27 14:28:18,709 - mmaction - INFO - Epoch [103][3260/3757] lr: 6.568e-02, eta: 5 days, 14:34:48, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6203, loss_cls: 2.9592, loss: 2.9592, grad_norm: 2.6453 2020-07-27 14:28:34,458 - mmaction - INFO - Epoch [103][3280/3757] lr: 6.568e-02, eta: 5 days, 14:34:29, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6031, loss_cls: 2.9605, loss: 2.9605, grad_norm: 2.6429 2020-07-27 14:28:50,313 - mmaction - INFO - Epoch [103][3300/3757] lr: 6.568e-02, eta: 5 days, 14:34:10, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6188, loss_cls: 2.8437, loss: 2.8437, grad_norm: 2.6271 2020-07-27 14:29:06,122 - mmaction - INFO - Epoch [103][3320/3757] lr: 6.568e-02, eta: 5 days, 14:33:51, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5992, loss_cls: 2.9463, loss: 2.9463, grad_norm: 2.6548 2020-07-27 14:29:21,969 - mmaction - INFO - Epoch [103][3340/3757] lr: 6.568e-02, eta: 5 days, 14:33:32, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6078, loss_cls: 2.9147, loss: 2.9147, grad_norm: 2.6486 2020-07-27 14:29:37,809 - mmaction - INFO - Epoch [103][3360/3757] lr: 6.568e-02, eta: 5 days, 14:33:13, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.5977, loss_cls: 2.8903, loss: 2.8903, grad_norm: 2.5393 2020-07-27 14:29:53,714 - mmaction - INFO - Epoch [103][3380/3757] lr: 6.568e-02, eta: 5 days, 14:32:54, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6109, loss_cls: 2.9086, loss: 2.9086, grad_norm: 2.5707 2020-07-27 14:30:09,632 - mmaction - INFO - Epoch [103][3400/3757] lr: 6.568e-02, eta: 5 days, 14:32:36, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6195, loss_cls: 2.9148, loss: 2.9148, grad_norm: 2.6180 2020-07-27 14:30:25,310 - mmaction - INFO - Epoch [103][3420/3757] lr: 6.568e-02, eta: 5 days, 14:32:16, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3633, top5_acc: 0.5945, loss_cls: 3.0048, loss: 3.0048, grad_norm: 2.6015 2020-07-27 14:30:41,210 - mmaction - INFO - Epoch [103][3440/3757] lr: 6.568e-02, eta: 5 days, 14:31:58, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6180, loss_cls: 2.9091, loss: 2.9091, grad_norm: 2.5398 2020-07-27 14:30:56,989 - mmaction - INFO - Epoch [103][3460/3757] lr: 6.568e-02, eta: 5 days, 14:31:39, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6141, loss_cls: 2.9333, loss: 2.9333, grad_norm: 2.5901 2020-07-27 14:31:12,728 - mmaction - INFO - Epoch [103][3480/3757] lr: 6.568e-02, eta: 5 days, 14:31:20, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6078, loss_cls: 2.8895, loss: 2.8895, grad_norm: 2.5828 2020-07-27 14:31:28,523 - mmaction - INFO - Epoch [103][3500/3757] lr: 6.568e-02, eta: 5 days, 14:31:01, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6234, loss_cls: 2.8638, loss: 2.8638, grad_norm: 2.6331 2020-07-27 14:31:44,385 - mmaction - INFO - Epoch [103][3520/3757] lr: 6.568e-02, eta: 5 days, 14:30:42, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5922, loss_cls: 3.0091, loss: 3.0091, grad_norm: 2.5687 2020-07-27 14:32:00,212 - mmaction - INFO - Epoch [103][3540/3757] lr: 6.568e-02, eta: 5 days, 14:30:23, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5938, loss_cls: 2.9783, loss: 2.9783, grad_norm: 2.6247 2020-07-27 14:32:16,054 - mmaction - INFO - Epoch [103][3560/3757] lr: 6.568e-02, eta: 5 days, 14:30:04, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6094, loss_cls: 2.9443, loss: 2.9443, grad_norm: 2.5668 2020-07-27 14:32:31,872 - mmaction - INFO - Epoch [103][3580/3757] lr: 6.568e-02, eta: 5 days, 14:29:45, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3289, top5_acc: 0.6023, loss_cls: 3.0453, loss: 3.0453, grad_norm: 2.5025 2020-07-27 14:32:47,697 - mmaction - INFO - Epoch [103][3600/3757] lr: 6.568e-02, eta: 5 days, 14:29:26, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5773, loss_cls: 3.0292, loss: 3.0292, grad_norm: 2.5108 2020-07-27 14:33:03,470 - mmaction - INFO - Epoch [103][3620/3757] lr: 6.568e-02, eta: 5 days, 14:29:07, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5922, loss_cls: 2.9858, loss: 2.9858, grad_norm: 2.5477 2020-07-27 14:33:19,269 - mmaction - INFO - Epoch [103][3640/3757] lr: 6.568e-02, eta: 5 days, 14:28:48, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5922, loss_cls: 2.9915, loss: 2.9915, grad_norm: 2.5118 2020-07-27 14:33:35,072 - mmaction - INFO - Epoch [103][3660/3757] lr: 6.568e-02, eta: 5 days, 14:28:29, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6305, loss_cls: 2.8635, loss: 2.8635, grad_norm: 2.5377 2020-07-27 14:33:50,906 - mmaction - INFO - Epoch [103][3680/3757] lr: 6.568e-02, eta: 5 days, 14:28:10, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3336, top5_acc: 0.5961, loss_cls: 2.9670, loss: 2.9670, grad_norm: 2.5815 2020-07-27 14:34:06,726 - mmaction - INFO - Epoch [103][3700/3757] lr: 6.568e-02, eta: 5 days, 14:27:51, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6266, loss_cls: 2.8565, loss: 2.8565, grad_norm: 2.5426 2020-07-27 14:34:22,520 - mmaction - INFO - Epoch [103][3720/3757] lr: 6.568e-02, eta: 5 days, 14:27:32, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5922, loss_cls: 3.0168, loss: 3.0168, grad_norm: 2.6927 2020-07-27 14:34:38,335 - mmaction - INFO - Epoch [103][3740/3757] lr: 6.568e-02, eta: 5 days, 14:27:13, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6195, loss_cls: 2.8747, loss: 2.8747, grad_norm: 2.5890 2020-07-27 14:38:55,088 - mmaction - INFO - Epoch [104][20/3757] lr: 6.510e-02, eta: 5 days, 14:33:38, time: 11.757, data_time: 10.875, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6180, loss_cls: 2.9182, loss: 2.9182, grad_norm: 2.5768 2020-07-27 14:39:10,928 - mmaction - INFO - Epoch [104][40/3757] lr: 6.510e-02, eta: 5 days, 14:33:20, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6031, loss_cls: 2.9423, loss: 2.9423, grad_norm: 2.5410 2020-07-27 14:39:26,711 - mmaction - INFO - Epoch [104][60/3757] lr: 6.510e-02, eta: 5 days, 14:33:00, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3805, top5_acc: 0.6344, loss_cls: 2.7885, loss: 2.7885, grad_norm: 2.5916 2020-07-27 14:39:42,511 - mmaction - INFO - Epoch [104][80/3757] lr: 6.510e-02, eta: 5 days, 14:32:41, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3945, top5_acc: 0.6273, loss_cls: 2.8197, loss: 2.8197, grad_norm: 2.6016 2020-07-27 14:39:58,385 - mmaction - INFO - Epoch [104][100/3757] lr: 6.510e-02, eta: 5 days, 14:32:23, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6055, loss_cls: 2.9303, loss: 2.9303, grad_norm: 2.6684 2020-07-27 14:40:14,158 - mmaction - INFO - Epoch [104][120/3757] lr: 6.510e-02, eta: 5 days, 14:32:04, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6172, loss_cls: 2.8824, loss: 2.8824, grad_norm: 2.6397 2020-07-27 14:40:30,386 - mmaction - INFO - Epoch [104][140/3757] lr: 6.510e-02, eta: 5 days, 14:31:45, time: 0.812, data_time: 0.025, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6086, loss_cls: 2.9190, loss: 2.9190, grad_norm: 2.6089 2020-07-27 14:40:46,162 - mmaction - INFO - Epoch [104][160/3757] lr: 6.510e-02, eta: 5 days, 14:31:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6195, loss_cls: 2.8350, loss: 2.8350, grad_norm: 2.5572 2020-07-27 14:41:01,958 - mmaction - INFO - Epoch [104][180/3757] lr: 6.510e-02, eta: 5 days, 14:31:07, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3820, top5_acc: 0.6492, loss_cls: 2.7067, loss: 2.7067, grad_norm: 2.5532 2020-07-27 14:41:17,701 - mmaction - INFO - Epoch [104][200/3757] lr: 6.510e-02, eta: 5 days, 14:30:48, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6258, loss_cls: 2.8525, loss: 2.8525, grad_norm: 2.5824 2020-07-27 14:41:33,428 - mmaction - INFO - Epoch [104][220/3757] lr: 6.510e-02, eta: 5 days, 14:30:29, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6375, loss_cls: 2.8310, loss: 2.8310, grad_norm: 2.6247 2020-07-27 14:41:49,187 - mmaction - INFO - Epoch [104][240/3757] lr: 6.510e-02, eta: 5 days, 14:30:10, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6195, loss_cls: 2.8500, loss: 2.8500, grad_norm: 2.5978 2020-07-27 14:42:05,067 - mmaction - INFO - Epoch [104][260/3757] lr: 6.510e-02, eta: 5 days, 14:29:51, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6344, loss_cls: 2.7997, loss: 2.7997, grad_norm: 2.6363 2020-07-27 14:42:20,755 - mmaction - INFO - Epoch [104][280/3757] lr: 6.510e-02, eta: 5 days, 14:29:32, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6375, loss_cls: 2.8047, loss: 2.8047, grad_norm: 2.5995 2020-07-27 14:42:36,558 - mmaction - INFO - Epoch [104][300/3757] lr: 6.510e-02, eta: 5 days, 14:29:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.7360, loss: 2.7360, grad_norm: 2.6250 2020-07-27 14:42:52,311 - mmaction - INFO - Epoch [104][320/3757] lr: 6.510e-02, eta: 5 days, 14:28:54, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3930, top5_acc: 0.6406, loss_cls: 2.7912, loss: 2.7912, grad_norm: 2.6691 2020-07-27 14:43:08,087 - mmaction - INFO - Epoch [104][340/3757] lr: 6.510e-02, eta: 5 days, 14:28:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6180, loss_cls: 2.8511, loss: 2.8511, grad_norm: 2.6357 2020-07-27 14:43:23,834 - mmaction - INFO - Epoch [104][360/3757] lr: 6.510e-02, eta: 5 days, 14:28:16, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6141, loss_cls: 2.8921, loss: 2.8921, grad_norm: 2.6419 2020-07-27 14:43:39,593 - mmaction - INFO - Epoch [104][380/3757] lr: 6.510e-02, eta: 5 days, 14:27:57, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6266, loss_cls: 2.8454, loss: 2.8454, grad_norm: 2.5490 2020-07-27 14:43:55,349 - mmaction - INFO - Epoch [104][400/3757] lr: 6.510e-02, eta: 5 days, 14:27:37, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3805, top5_acc: 0.6266, loss_cls: 2.8113, loss: 2.8113, grad_norm: 2.6037 2020-07-27 14:44:11,164 - mmaction - INFO - Epoch [104][420/3757] lr: 6.510e-02, eta: 5 days, 14:27:19, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6141, loss_cls: 2.8878, loss: 2.8878, grad_norm: 2.5700 2020-07-27 14:44:26,931 - mmaction - INFO - Epoch [104][440/3757] lr: 6.510e-02, eta: 5 days, 14:26:59, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6242, loss_cls: 2.8667, loss: 2.8667, grad_norm: 2.5521 2020-07-27 14:44:42,677 - mmaction - INFO - Epoch [104][460/3757] lr: 6.510e-02, eta: 5 days, 14:26:40, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.7652, loss: 2.7652, grad_norm: 2.5798 2020-07-27 14:44:58,421 - mmaction - INFO - Epoch [104][480/3757] lr: 6.510e-02, eta: 5 days, 14:26:21, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6383, loss_cls: 2.7944, loss: 2.7944, grad_norm: 2.5703 2020-07-27 14:45:14,219 - mmaction - INFO - Epoch [104][500/3757] lr: 6.510e-02, eta: 5 days, 14:26:02, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6047, loss_cls: 2.9107, loss: 2.9107, grad_norm: 2.6049 2020-07-27 14:45:30,392 - mmaction - INFO - Epoch [104][520/3757] lr: 6.510e-02, eta: 5 days, 14:25:44, time: 0.808, data_time: 0.022, memory: 6196, top1_acc: 0.3891, top5_acc: 0.6484, loss_cls: 2.7763, loss: 2.7763, grad_norm: 2.4961 2020-07-27 14:45:46,220 - mmaction - INFO - Epoch [104][540/3757] lr: 6.510e-02, eta: 5 days, 14:25:25, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6148, loss_cls: 2.8688, loss: 2.8688, grad_norm: 2.6546 2020-07-27 14:46:02,131 - mmaction - INFO - Epoch [104][560/3757] lr: 6.510e-02, eta: 5 days, 14:25:06, time: 0.795, data_time: 0.001, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6133, loss_cls: 2.9328, loss: 2.9328, grad_norm: 2.6205 2020-07-27 14:46:17,968 - mmaction - INFO - Epoch [104][580/3757] lr: 6.510e-02, eta: 5 days, 14:24:47, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3867, top5_acc: 0.6344, loss_cls: 2.8294, loss: 2.8294, grad_norm: 2.5671 2020-07-27 14:46:33,756 - mmaction - INFO - Epoch [104][600/3757] lr: 6.510e-02, eta: 5 days, 14:24:28, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6133, loss_cls: 2.8985, loss: 2.8985, grad_norm: 2.5721 2020-07-27 14:46:49,591 - mmaction - INFO - Epoch [104][620/3757] lr: 6.510e-02, eta: 5 days, 14:24:09, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6148, loss_cls: 2.8842, loss: 2.8842, grad_norm: 2.5355 2020-07-27 14:47:05,337 - mmaction - INFO - Epoch [104][640/3757] lr: 6.510e-02, eta: 5 days, 14:23:50, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6273, loss_cls: 2.8560, loss: 2.8560, grad_norm: 2.6842 2020-07-27 14:47:21,536 - mmaction - INFO - Epoch [104][660/3757] lr: 6.510e-02, eta: 5 days, 14:23:32, time: 0.810, data_time: 0.019, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6000, loss_cls: 2.9704, loss: 2.9704, grad_norm: 2.6498 2020-07-27 14:47:37,378 - mmaction - INFO - Epoch [104][680/3757] lr: 6.510e-02, eta: 5 days, 14:23:13, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8514, loss: 2.8514, grad_norm: 2.6041 2020-07-27 14:47:53,120 - mmaction - INFO - Epoch [104][700/3757] lr: 6.510e-02, eta: 5 days, 14:22:54, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6211, loss_cls: 2.9098, loss: 2.9098, grad_norm: 2.5726 2020-07-27 14:48:08,911 - mmaction - INFO - Epoch [104][720/3757] lr: 6.510e-02, eta: 5 days, 14:22:35, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3563, top5_acc: 0.5773, loss_cls: 3.0168, loss: 3.0168, grad_norm: 2.6284 2020-07-27 14:48:24,658 - mmaction - INFO - Epoch [104][740/3757] lr: 6.510e-02, eta: 5 days, 14:22:16, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6172, loss_cls: 2.8867, loss: 2.8867, grad_norm: 2.6000 2020-07-27 14:48:40,502 - mmaction - INFO - Epoch [104][760/3757] lr: 6.510e-02, eta: 5 days, 14:21:57, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3805, top5_acc: 0.6250, loss_cls: 2.8424, loss: 2.8424, grad_norm: 2.5743 2020-07-27 14:48:56,331 - mmaction - INFO - Epoch [104][780/3757] lr: 6.510e-02, eta: 5 days, 14:21:38, time: 0.793, data_time: 0.002, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6070, loss_cls: 2.9457, loss: 2.9457, grad_norm: 2.6525 2020-07-27 14:49:12,123 - mmaction - INFO - Epoch [104][800/3757] lr: 6.510e-02, eta: 5 days, 14:21:19, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3867, top5_acc: 0.6164, loss_cls: 2.8973, loss: 2.8973, grad_norm: 2.6048 2020-07-27 14:49:27,923 - mmaction - INFO - Epoch [104][820/3757] lr: 6.510e-02, eta: 5 days, 14:21:00, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3422, top5_acc: 0.6242, loss_cls: 2.8987, loss: 2.8987, grad_norm: 2.6538 2020-07-27 14:49:43,703 - mmaction - INFO - Epoch [104][840/3757] lr: 6.510e-02, eta: 5 days, 14:20:41, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6234, loss_cls: 2.8733, loss: 2.8733, grad_norm: 2.5845 2020-07-27 14:49:59,428 - mmaction - INFO - Epoch [104][860/3757] lr: 6.510e-02, eta: 5 days, 14:20:22, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6180, loss_cls: 2.8784, loss: 2.8784, grad_norm: 2.6006 2020-07-27 14:50:15,648 - mmaction - INFO - Epoch [104][880/3757] lr: 6.510e-02, eta: 5 days, 14:20:04, time: 0.811, data_time: 0.015, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6164, loss_cls: 2.9343, loss: 2.9343, grad_norm: 2.5926 2020-07-27 14:50:31,466 - mmaction - INFO - Epoch [104][900/3757] lr: 6.510e-02, eta: 5 days, 14:19:45, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3836, top5_acc: 0.6297, loss_cls: 2.8036, loss: 2.8036, grad_norm: 2.6104 2020-07-27 14:50:47,270 - mmaction - INFO - Epoch [104][920/3757] lr: 6.510e-02, eta: 5 days, 14:19:26, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6102, loss_cls: 2.8866, loss: 2.8866, grad_norm: 2.6771 2020-07-27 14:51:03,014 - mmaction - INFO - Epoch [104][940/3757] lr: 6.510e-02, eta: 5 days, 14:19:07, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6188, loss_cls: 2.9300, loss: 2.9300, grad_norm: 2.6032 2020-07-27 14:51:18,906 - mmaction - INFO - Epoch [104][960/3757] lr: 6.510e-02, eta: 5 days, 14:18:48, time: 0.794, data_time: 0.001, memory: 6196, top1_acc: 0.3727, top5_acc: 0.5961, loss_cls: 2.9287, loss: 2.9287, grad_norm: 2.5903 2020-07-27 14:51:34,805 - mmaction - INFO - Epoch [104][980/3757] lr: 6.510e-02, eta: 5 days, 14:18:29, time: 0.794, data_time: 0.001, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6070, loss_cls: 2.8880, loss: 2.8880, grad_norm: 2.6113 2020-07-27 14:51:50,634 - mmaction - INFO - Epoch [104][1000/3757] lr: 6.510e-02, eta: 5 days, 14:18:10, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6359, loss_cls: 2.8341, loss: 2.8341, grad_norm: 2.6312 2020-07-27 14:52:06,371 - mmaction - INFO - Epoch [104][1020/3757] lr: 6.510e-02, eta: 5 days, 14:17:51, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6156, loss_cls: 2.8387, loss: 2.8387, grad_norm: 2.6701 2020-07-27 14:52:22,131 - mmaction - INFO - Epoch [104][1040/3757] lr: 6.510e-02, eta: 5 days, 14:17:32, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5906, loss_cls: 2.9741, loss: 2.9741, grad_norm: 2.6633 2020-07-27 14:52:37,877 - mmaction - INFO - Epoch [104][1060/3757] lr: 6.510e-02, eta: 5 days, 14:17:13, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6359, loss_cls: 2.8460, loss: 2.8460, grad_norm: 2.5786 2020-07-27 14:52:53,665 - mmaction - INFO - Epoch [104][1080/3757] lr: 6.510e-02, eta: 5 days, 14:16:54, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6078, loss_cls: 2.8943, loss: 2.8943, grad_norm: 2.6181 2020-07-27 14:53:09,481 - mmaction - INFO - Epoch [104][1100/3757] lr: 6.510e-02, eta: 5 days, 14:16:35, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3703, top5_acc: 0.5938, loss_cls: 2.9379, loss: 2.9379, grad_norm: 2.5497 2020-07-27 14:53:25,350 - mmaction - INFO - Epoch [104][1120/3757] lr: 6.510e-02, eta: 5 days, 14:16:16, time: 0.793, data_time: 0.000, memory: 6196, top1_acc: 0.3867, top5_acc: 0.6180, loss_cls: 2.8450, loss: 2.8450, grad_norm: 2.5414 2020-07-27 14:53:41,103 - mmaction - INFO - Epoch [104][1140/3757] lr: 6.510e-02, eta: 5 days, 14:15:57, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6211, loss_cls: 2.9076, loss: 2.9076, grad_norm: 2.6537 2020-07-27 14:53:56,946 - mmaction - INFO - Epoch [104][1160/3757] lr: 6.510e-02, eta: 5 days, 14:15:38, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6008, loss_cls: 2.9248, loss: 2.9248, grad_norm: 2.6647 2020-07-27 14:54:12,670 - mmaction - INFO - Epoch [104][1180/3757] lr: 6.510e-02, eta: 5 days, 14:15:19, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6055, loss_cls: 2.9478, loss: 2.9478, grad_norm: 2.6029 2020-07-27 14:54:28,524 - mmaction - INFO - Epoch [104][1200/3757] lr: 6.510e-02, eta: 5 days, 14:15:00, time: 0.794, data_time: 0.002, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6266, loss_cls: 2.8485, loss: 2.8485, grad_norm: 2.6507 2020-07-27 14:54:44,377 - mmaction - INFO - Epoch [104][1220/3757] lr: 6.510e-02, eta: 5 days, 14:14:41, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5930, loss_cls: 3.0064, loss: 3.0064, grad_norm: 2.5703 2020-07-27 14:55:00,299 - mmaction - INFO - Epoch [104][1240/3757] lr: 6.510e-02, eta: 5 days, 14:14:23, time: 0.796, data_time: 0.002, memory: 6196, top1_acc: 0.3508, top5_acc: 0.5992, loss_cls: 2.9474, loss: 2.9474, grad_norm: 2.5301 2020-07-27 14:55:16,133 - mmaction - INFO - Epoch [104][1260/3757] lr: 6.510e-02, eta: 5 days, 14:14:04, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6078, loss_cls: 2.9555, loss: 2.9555, grad_norm: 2.5699 2020-07-27 14:55:31,916 - mmaction - INFO - Epoch [104][1280/3757] lr: 6.510e-02, eta: 5 days, 14:13:45, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6320, loss_cls: 2.8587, loss: 2.8587, grad_norm: 2.5813 2020-07-27 14:55:47,664 - mmaction - INFO - Epoch [104][1300/3757] lr: 6.510e-02, eta: 5 days, 14:13:26, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5953, loss_cls: 2.9884, loss: 2.9884, grad_norm: 2.5098 2020-07-27 14:56:03,558 - mmaction - INFO - Epoch [104][1320/3757] lr: 6.510e-02, eta: 5 days, 14:13:07, time: 0.796, data_time: 0.002, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5977, loss_cls: 2.9444, loss: 2.9444, grad_norm: 2.5171 2020-07-27 14:56:19,472 - mmaction - INFO - Epoch [104][1340/3757] lr: 6.510e-02, eta: 5 days, 14:12:48, time: 0.795, data_time: 0.001, memory: 6196, top1_acc: 0.3398, top5_acc: 0.5836, loss_cls: 3.0108, loss: 3.0108, grad_norm: 2.6039 2020-07-27 14:56:35,245 - mmaction - INFO - Epoch [104][1360/3757] lr: 6.510e-02, eta: 5 days, 14:12:29, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3844, top5_acc: 0.6219, loss_cls: 2.8708, loss: 2.8708, grad_norm: 2.5343 2020-07-27 14:56:51,076 - mmaction - INFO - Epoch [104][1380/3757] lr: 6.510e-02, eta: 5 days, 14:12:10, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6312, loss_cls: 2.7951, loss: 2.7951, grad_norm: 2.5690 2020-07-27 14:57:06,915 - mmaction - INFO - Epoch [104][1400/3757] lr: 6.510e-02, eta: 5 days, 14:11:51, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6273, loss_cls: 2.9516, loss: 2.9516, grad_norm: 2.5717 2020-07-27 14:57:22,786 - mmaction - INFO - Epoch [104][1420/3757] lr: 6.510e-02, eta: 5 days, 14:11:32, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3914, top5_acc: 0.6609, loss_cls: 2.7177, loss: 2.7177, grad_norm: 2.5139 2020-07-27 14:57:38,550 - mmaction - INFO - Epoch [104][1440/3757] lr: 6.510e-02, eta: 5 days, 14:11:13, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6273, loss_cls: 2.8141, loss: 2.8141, grad_norm: 2.6026 2020-07-27 14:57:54,407 - mmaction - INFO - Epoch [104][1460/3757] lr: 6.510e-02, eta: 5 days, 14:10:54, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3969, top5_acc: 0.6422, loss_cls: 2.7986, loss: 2.7986, grad_norm: 2.5557 2020-07-27 14:58:10,308 - mmaction - INFO - Epoch [104][1480/3757] lr: 6.510e-02, eta: 5 days, 14:10:36, time: 0.795, data_time: 0.001, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6086, loss_cls: 2.9136, loss: 2.9136, grad_norm: 2.5575 2020-07-27 14:58:26,369 - mmaction - INFO - Epoch [104][1500/3757] lr: 6.510e-02, eta: 5 days, 14:10:17, time: 0.803, data_time: 0.002, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6328, loss_cls: 2.8322, loss: 2.8322, grad_norm: 2.5975 2020-07-27 14:58:42,345 - mmaction - INFO - Epoch [104][1520/3757] lr: 6.510e-02, eta: 5 days, 14:09:59, time: 0.798, data_time: 0.005, memory: 6196, top1_acc: 0.3945, top5_acc: 0.6406, loss_cls: 2.7658, loss: 2.7658, grad_norm: 2.5346 2020-07-27 14:58:58,595 - mmaction - INFO - Epoch [104][1540/3757] lr: 6.510e-02, eta: 5 days, 14:09:41, time: 0.812, data_time: 0.005, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6281, loss_cls: 2.8553, loss: 2.8553, grad_norm: 2.5913 2020-07-27 14:59:14,486 - mmaction - INFO - Epoch [104][1560/3757] lr: 6.510e-02, eta: 5 days, 14:09:22, time: 0.796, data_time: 0.006, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6195, loss_cls: 2.8733, loss: 2.8733, grad_norm: 2.6367 2020-07-27 14:59:30,483 - mmaction - INFO - Epoch [104][1580/3757] lr: 6.510e-02, eta: 5 days, 14:09:03, time: 0.800, data_time: 0.009, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6273, loss_cls: 2.8901, loss: 2.8901, grad_norm: 2.4875 2020-07-27 14:59:46,176 - mmaction - INFO - Epoch [104][1600/3757] lr: 6.510e-02, eta: 5 days, 14:08:44, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6312, loss_cls: 2.8164, loss: 2.8164, grad_norm: 2.5574 2020-07-27 15:00:02,482 - mmaction - INFO - Epoch [104][1620/3757] lr: 6.510e-02, eta: 5 days, 14:08:26, time: 0.815, data_time: 0.018, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6297, loss_cls: 2.8370, loss: 2.8370, grad_norm: 2.5501 2020-07-27 15:00:24,059 - mmaction - INFO - Epoch [104][1640/3757] lr: 6.510e-02, eta: 5 days, 14:08:19, time: 1.075, data_time: 0.001, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6156, loss_cls: 2.8609, loss: 2.8609, grad_norm: 2.6005 2020-07-27 15:00:39,847 - mmaction - INFO - Epoch [104][1660/3757] lr: 6.510e-02, eta: 5 days, 14:08:00, time: 0.793, data_time: 0.006, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6195, loss_cls: 2.8749, loss: 2.8749, grad_norm: 2.6790 2020-07-27 15:00:55,744 - mmaction - INFO - Epoch [104][1680/3757] lr: 6.510e-02, eta: 5 days, 14:07:41, time: 0.794, data_time: 0.001, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6055, loss_cls: 2.9304, loss: 2.9304, grad_norm: 2.5954 2020-07-27 15:01:11,535 - mmaction - INFO - Epoch [104][1700/3757] lr: 6.510e-02, eta: 5 days, 14:07:22, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6391, loss_cls: 2.7461, loss: 2.7461, grad_norm: 2.5429 2020-07-27 15:01:27,422 - mmaction - INFO - Epoch [104][1720/3757] lr: 6.510e-02, eta: 5 days, 14:07:03, time: 0.795, data_time: 0.001, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5992, loss_cls: 2.9785, loss: 2.9785, grad_norm: 2.6154 2020-07-27 15:01:43,219 - mmaction - INFO - Epoch [104][1740/3757] lr: 6.510e-02, eta: 5 days, 14:06:44, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6289, loss_cls: 2.8056, loss: 2.8056, grad_norm: 2.5511 2020-07-27 15:01:59,050 - mmaction - INFO - Epoch [104][1760/3757] lr: 6.510e-02, eta: 5 days, 14:06:25, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3828, top5_acc: 0.6312, loss_cls: 2.7990, loss: 2.7990, grad_norm: 2.5615 2020-07-27 15:02:14,940 - mmaction - INFO - Epoch [104][1780/3757] lr: 6.510e-02, eta: 5 days, 14:06:07, time: 0.794, data_time: 0.001, memory: 6196, top1_acc: 0.3312, top5_acc: 0.5914, loss_cls: 3.0394, loss: 3.0394, grad_norm: 2.6533 2020-07-27 15:02:30,722 - mmaction - INFO - Epoch [104][1800/3757] lr: 6.510e-02, eta: 5 days, 14:05:48, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 2.9995, loss: 2.9995, grad_norm: 2.6311 2020-07-27 15:02:46,682 - mmaction - INFO - Epoch [104][1820/3757] lr: 6.510e-02, eta: 5 days, 14:05:29, time: 0.798, data_time: 0.002, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9276, loss: 2.9276, grad_norm: 2.6588 2020-07-27 15:03:02,524 - mmaction - INFO - Epoch [104][1840/3757] lr: 6.510e-02, eta: 5 days, 14:05:10, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6117, loss_cls: 3.0033, loss: 3.0033, grad_norm: 2.6382 2020-07-27 15:03:18,308 - mmaction - INFO - Epoch [104][1860/3757] lr: 6.510e-02, eta: 5 days, 14:04:51, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6164, loss_cls: 2.8875, loss: 2.8875, grad_norm: 2.5871 2020-07-27 15:03:34,175 - mmaction - INFO - Epoch [104][1880/3757] lr: 6.510e-02, eta: 5 days, 14:04:32, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6070, loss_cls: 2.9101, loss: 2.9101, grad_norm: 2.5896 2020-07-27 15:03:49,946 - mmaction - INFO - Epoch [104][1900/3757] lr: 6.510e-02, eta: 5 days, 14:04:13, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.8787, loss: 2.8787, grad_norm: 2.5658 2020-07-27 15:04:05,816 - mmaction - INFO - Epoch [104][1920/3757] lr: 6.510e-02, eta: 5 days, 14:03:54, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5953, loss_cls: 2.9820, loss: 2.9820, grad_norm: 2.5874 2020-07-27 15:04:21,682 - mmaction - INFO - Epoch [104][1940/3757] lr: 6.510e-02, eta: 5 days, 14:03:36, time: 0.794, data_time: 0.001, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6164, loss_cls: 2.9143, loss: 2.9143, grad_norm: 2.6064 2020-07-27 15:04:37,365 - mmaction - INFO - Epoch [104][1960/3757] lr: 6.510e-02, eta: 5 days, 14:03:16, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6164, loss_cls: 2.8294, loss: 2.8294, grad_norm: 2.6663 2020-07-27 15:04:53,216 - mmaction - INFO - Epoch [104][1980/3757] lr: 6.510e-02, eta: 5 days, 14:02:57, time: 0.793, data_time: 0.005, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6039, loss_cls: 2.9738, loss: 2.9738, grad_norm: 2.5863 2020-07-27 15:05:09,050 - mmaction - INFO - Epoch [104][2000/3757] lr: 6.510e-02, eta: 5 days, 14:02:39, time: 0.792, data_time: 0.002, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6414, loss_cls: 2.8841, loss: 2.8841, grad_norm: 2.5598 2020-07-27 15:05:25,015 - mmaction - INFO - Epoch [104][2020/3757] lr: 6.510e-02, eta: 5 days, 14:02:20, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6086, loss_cls: 2.9083, loss: 2.9083, grad_norm: 2.5970 2020-07-27 15:05:40,793 - mmaction - INFO - Epoch [104][2040/3757] lr: 6.510e-02, eta: 5 days, 14:02:01, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6328, loss_cls: 2.8599, loss: 2.8599, grad_norm: 2.5500 2020-07-27 15:05:56,491 - mmaction - INFO - Epoch [104][2060/3757] lr: 6.510e-02, eta: 5 days, 14:01:42, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6227, loss_cls: 2.8697, loss: 2.8697, grad_norm: 2.5015 2020-07-27 15:06:12,311 - mmaction - INFO - Epoch [104][2080/3757] lr: 6.510e-02, eta: 5 days, 14:01:23, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6078, loss_cls: 2.9506, loss: 2.9506, grad_norm: 2.5581 2020-07-27 15:06:28,141 - mmaction - INFO - Epoch [104][2100/3757] lr: 6.510e-02, eta: 5 days, 14:01:04, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6008, loss_cls: 2.9508, loss: 2.9508, grad_norm: 2.5749 2020-07-27 15:06:44,034 - mmaction - INFO - Epoch [104][2120/3757] lr: 6.510e-02, eta: 5 days, 14:00:45, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6203, loss_cls: 2.8827, loss: 2.8827, grad_norm: 2.5591 2020-07-27 15:06:59,825 - mmaction - INFO - Epoch [104][2140/3757] lr: 6.510e-02, eta: 5 days, 14:00:26, time: 0.791, data_time: 0.002, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6109, loss_cls: 2.9314, loss: 2.9314, grad_norm: 2.6187 2020-07-27 15:07:15,484 - mmaction - INFO - Epoch [104][2160/3757] lr: 6.510e-02, eta: 5 days, 14:00:07, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6086, loss_cls: 2.9587, loss: 2.9587, grad_norm: 2.6173 2020-07-27 15:07:31,357 - mmaction - INFO - Epoch [104][2180/3757] lr: 6.510e-02, eta: 5 days, 13:59:48, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6141, loss_cls: 2.8507, loss: 2.8507, grad_norm: 2.5416 2020-07-27 15:07:47,064 - mmaction - INFO - Epoch [104][2200/3757] lr: 6.510e-02, eta: 5 days, 13:59:29, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6172, loss_cls: 2.9115, loss: 2.9115, grad_norm: 2.5879 2020-07-27 15:08:02,882 - mmaction - INFO - Epoch [104][2220/3757] lr: 6.510e-02, eta: 5 days, 13:59:10, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6414, loss_cls: 2.8750, loss: 2.8750, grad_norm: 2.6376 2020-07-27 15:08:19,009 - mmaction - INFO - Epoch [104][2240/3757] lr: 6.510e-02, eta: 5 days, 13:58:52, time: 0.807, data_time: 0.019, memory: 6196, top1_acc: 0.3328, top5_acc: 0.6117, loss_cls: 2.9596, loss: 2.9596, grad_norm: 2.6534 2020-07-27 15:08:34,879 - mmaction - INFO - Epoch [104][2260/3757] lr: 6.510e-02, eta: 5 days, 13:58:33, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6242, loss_cls: 2.8495, loss: 2.8495, grad_norm: 2.5577 2020-07-27 15:08:50,678 - mmaction - INFO - Epoch [104][2280/3757] lr: 6.510e-02, eta: 5 days, 13:58:14, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6141, loss_cls: 2.8826, loss: 2.8826, grad_norm: 2.6504 2020-07-27 15:09:06,411 - mmaction - INFO - Epoch [104][2300/3757] lr: 6.510e-02, eta: 5 days, 13:57:55, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6109, loss_cls: 2.9322, loss: 2.9322, grad_norm: 2.5786 2020-07-27 15:09:22,414 - mmaction - INFO - Epoch [104][2320/3757] lr: 6.510e-02, eta: 5 days, 13:57:36, time: 0.800, data_time: 0.004, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6172, loss_cls: 2.8749, loss: 2.8749, grad_norm: 2.5891 2020-07-27 15:09:38,192 - mmaction - INFO - Epoch [104][2340/3757] lr: 6.510e-02, eta: 5 days, 13:57:17, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6070, loss_cls: 2.9827, loss: 2.9827, grad_norm: 2.5646 2020-07-27 15:09:54,025 - mmaction - INFO - Epoch [104][2360/3757] lr: 6.510e-02, eta: 5 days, 13:56:58, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6406, loss_cls: 2.7596, loss: 2.7596, grad_norm: 2.5906 2020-07-27 15:10:09,919 - mmaction - INFO - Epoch [104][2380/3757] lr: 6.510e-02, eta: 5 days, 13:56:40, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6117, loss_cls: 2.9535, loss: 2.9535, grad_norm: 2.6521 2020-07-27 15:10:25,651 - mmaction - INFO - Epoch [104][2400/3757] lr: 6.510e-02, eta: 5 days, 13:56:21, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 2.9765, loss: 2.9765, grad_norm: 2.6714 2020-07-27 15:10:41,395 - mmaction - INFO - Epoch [104][2420/3757] lr: 6.510e-02, eta: 5 days, 13:56:01, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6078, loss_cls: 2.9043, loss: 2.9043, grad_norm: 2.5666 2020-07-27 15:10:57,131 - mmaction - INFO - Epoch [104][2440/3757] lr: 6.510e-02, eta: 5 days, 13:55:42, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6078, loss_cls: 2.9644, loss: 2.9644, grad_norm: 2.5982 2020-07-27 15:11:12,857 - mmaction - INFO - Epoch [104][2460/3757] lr: 6.510e-02, eta: 5 days, 13:55:23, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6289, loss_cls: 2.8597, loss: 2.8597, grad_norm: 2.5226 2020-07-27 15:11:28,654 - mmaction - INFO - Epoch [104][2480/3757] lr: 6.510e-02, eta: 5 days, 13:55:04, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6141, loss_cls: 2.9248, loss: 2.9248, grad_norm: 2.6084 2020-07-27 15:11:44,561 - mmaction - INFO - Epoch [104][2500/3757] lr: 6.510e-02, eta: 5 days, 13:54:46, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6000, loss_cls: 2.9910, loss: 2.9910, grad_norm: 2.5944 2020-07-27 15:12:00,330 - mmaction - INFO - Epoch [104][2520/3757] lr: 6.510e-02, eta: 5 days, 13:54:27, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6125, loss_cls: 2.9035, loss: 2.9035, grad_norm: 2.5672 2020-07-27 15:12:16,070 - mmaction - INFO - Epoch [104][2540/3757] lr: 6.510e-02, eta: 5 days, 13:54:07, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6047, loss_cls: 3.0167, loss: 3.0167, grad_norm: 2.6160 2020-07-27 15:12:31,849 - mmaction - INFO - Epoch [104][2560/3757] lr: 6.510e-02, eta: 5 days, 13:53:48, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6172, loss_cls: 2.9370, loss: 2.9370, grad_norm: 2.5458 2020-07-27 15:12:47,620 - mmaction - INFO - Epoch [104][2580/3757] lr: 6.510e-02, eta: 5 days, 13:53:29, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6219, loss_cls: 2.9027, loss: 2.9027, grad_norm: 2.6458 2020-07-27 15:13:03,459 - mmaction - INFO - Epoch [104][2600/3757] lr: 6.510e-02, eta: 5 days, 13:53:11, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6211, loss_cls: 2.8644, loss: 2.8644, grad_norm: 2.6109 2020-07-27 15:13:19,270 - mmaction - INFO - Epoch [104][2620/3757] lr: 6.510e-02, eta: 5 days, 13:52:52, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5977, loss_cls: 3.0149, loss: 3.0149, grad_norm: 2.6597 2020-07-27 15:13:35,148 - mmaction - INFO - Epoch [104][2640/3757] lr: 6.510e-02, eta: 5 days, 13:52:33, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6164, loss_cls: 2.8684, loss: 2.8684, grad_norm: 2.6138 2020-07-27 15:13:50,996 - mmaction - INFO - Epoch [104][2660/3757] lr: 6.510e-02, eta: 5 days, 13:52:14, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6180, loss_cls: 2.9180, loss: 2.9180, grad_norm: 2.6154 2020-07-27 15:14:06,782 - mmaction - INFO - Epoch [104][2680/3757] lr: 6.510e-02, eta: 5 days, 13:51:55, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6062, loss_cls: 2.9564, loss: 2.9564, grad_norm: 2.5733 2020-07-27 15:14:22,716 - mmaction - INFO - Epoch [104][2700/3757] lr: 6.510e-02, eta: 5 days, 13:51:36, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6148, loss_cls: 2.8719, loss: 2.8719, grad_norm: 2.5450 2020-07-27 15:14:38,872 - mmaction - INFO - Epoch [104][2720/3757] lr: 6.510e-02, eta: 5 days, 13:51:18, time: 0.808, data_time: 0.023, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6281, loss_cls: 2.8021, loss: 2.8021, grad_norm: 2.5730 2020-07-27 15:14:54,661 - mmaction - INFO - Epoch [104][2740/3757] lr: 6.510e-02, eta: 5 days, 13:50:59, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6164, loss_cls: 2.9285, loss: 2.9285, grad_norm: 2.7162 2020-07-27 15:15:10,465 - mmaction - INFO - Epoch [104][2760/3757] lr: 6.510e-02, eta: 5 days, 13:50:40, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6141, loss_cls: 2.9479, loss: 2.9479, grad_norm: 2.6224 2020-07-27 15:15:26,237 - mmaction - INFO - Epoch [104][2780/3757] lr: 6.510e-02, eta: 5 days, 13:50:21, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5930, loss_cls: 2.9590, loss: 2.9590, grad_norm: 2.6359 2020-07-27 15:15:42,010 - mmaction - INFO - Epoch [104][2800/3757] lr: 6.510e-02, eta: 5 days, 13:50:02, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6164, loss_cls: 2.8832, loss: 2.8832, grad_norm: 2.6160 2020-07-27 15:15:57,788 - mmaction - INFO - Epoch [104][2820/3757] lr: 6.510e-02, eta: 5 days, 13:49:43, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.5977, loss_cls: 2.9617, loss: 2.9617, grad_norm: 2.5200 2020-07-27 15:16:13,582 - mmaction - INFO - Epoch [104][2840/3757] lr: 6.510e-02, eta: 5 days, 13:49:24, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6320, loss_cls: 2.8984, loss: 2.8984, grad_norm: 2.5616 2020-07-27 15:16:29,338 - mmaction - INFO - Epoch [104][2860/3757] lr: 6.510e-02, eta: 5 days, 13:49:05, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6148, loss_cls: 2.8964, loss: 2.8964, grad_norm: 2.6183 2020-07-27 15:16:45,140 - mmaction - INFO - Epoch [104][2880/3757] lr: 6.510e-02, eta: 5 days, 13:48:46, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6203, loss_cls: 2.8446, loss: 2.8446, grad_norm: 2.6120 2020-07-27 15:17:01,015 - mmaction - INFO - Epoch [104][2900/3757] lr: 6.510e-02, eta: 5 days, 13:48:27, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6203, loss_cls: 2.9085, loss: 2.9085, grad_norm: 2.5931 2020-07-27 15:17:17,154 - mmaction - INFO - Epoch [104][2920/3757] lr: 6.510e-02, eta: 5 days, 13:48:09, time: 0.807, data_time: 0.018, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6031, loss_cls: 2.9254, loss: 2.9254, grad_norm: 2.6080 2020-07-27 15:17:32,963 - mmaction - INFO - Epoch [104][2940/3757] lr: 6.510e-02, eta: 5 days, 13:47:50, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6234, loss_cls: 2.8552, loss: 2.8552, grad_norm: 2.6483 2020-07-27 15:17:48,848 - mmaction - INFO - Epoch [104][2960/3757] lr: 6.510e-02, eta: 5 days, 13:47:32, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6312, loss_cls: 2.8228, loss: 2.8228, grad_norm: 2.6980 2020-07-27 15:18:04,609 - mmaction - INFO - Epoch [104][2980/3757] lr: 6.510e-02, eta: 5 days, 13:47:13, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6086, loss_cls: 2.9341, loss: 2.9341, grad_norm: 2.6671 2020-07-27 15:18:20,498 - mmaction - INFO - Epoch [104][3000/3757] lr: 6.510e-02, eta: 5 days, 13:46:54, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5945, loss_cls: 3.0005, loss: 3.0005, grad_norm: 2.5725 2020-07-27 15:18:36,330 - mmaction - INFO - Epoch [104][3020/3757] lr: 6.510e-02, eta: 5 days, 13:46:35, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3375, top5_acc: 0.6031, loss_cls: 2.9437, loss: 2.9437, grad_norm: 2.5420 2020-07-27 15:18:52,065 - mmaction - INFO - Epoch [104][3040/3757] lr: 6.510e-02, eta: 5 days, 13:46:16, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6281, loss_cls: 2.8329, loss: 2.8329, grad_norm: 2.6442 2020-07-27 15:19:07,823 - mmaction - INFO - Epoch [104][3060/3757] lr: 6.510e-02, eta: 5 days, 13:45:57, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5906, loss_cls: 2.9555, loss: 2.9555, grad_norm: 2.6302 2020-07-27 15:19:23,717 - mmaction - INFO - Epoch [104][3080/3757] lr: 6.510e-02, eta: 5 days, 13:45:38, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6094, loss_cls: 2.9025, loss: 2.9025, grad_norm: 2.5785 2020-07-27 15:19:39,551 - mmaction - INFO - Epoch [104][3100/3757] lr: 6.510e-02, eta: 5 days, 13:45:19, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6180, loss_cls: 2.8582, loss: 2.8582, grad_norm: 2.5071 2020-07-27 15:19:55,334 - mmaction - INFO - Epoch [104][3120/3757] lr: 6.510e-02, eta: 5 days, 13:45:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6070, loss_cls: 2.9501, loss: 2.9501, grad_norm: 2.5445 2020-07-27 15:20:11,217 - mmaction - INFO - Epoch [104][3140/3757] lr: 6.510e-02, eta: 5 days, 13:44:41, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6117, loss_cls: 2.9161, loss: 2.9161, grad_norm: 2.4901 2020-07-27 15:20:27,110 - mmaction - INFO - Epoch [104][3160/3757] lr: 6.510e-02, eta: 5 days, 13:44:23, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 2.8888, loss: 2.8888, grad_norm: 2.6376 2020-07-27 15:20:43,129 - mmaction - INFO - Epoch [104][3180/3757] lr: 6.510e-02, eta: 5 days, 13:44:04, time: 0.800, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9473, loss: 2.9473, grad_norm: 2.5563 2020-07-27 15:20:59,282 - mmaction - INFO - Epoch [104][3200/3757] lr: 6.510e-02, eta: 5 days, 13:43:46, time: 0.809, data_time: 0.005, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6039, loss_cls: 2.9818, loss: 2.9818, grad_norm: 2.5670 2020-07-27 15:21:15,463 - mmaction - INFO - Epoch [104][3220/3757] lr: 6.510e-02, eta: 5 days, 13:43:28, time: 0.810, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6203, loss_cls: 2.9208, loss: 2.9208, grad_norm: 2.5269 2020-07-27 15:21:31,643 - mmaction - INFO - Epoch [104][3240/3757] lr: 6.510e-02, eta: 5 days, 13:43:10, time: 0.809, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6016, loss_cls: 2.9411, loss: 2.9411, grad_norm: 2.5015 2020-07-27 15:21:47,854 - mmaction - INFO - Epoch [104][3260/3757] lr: 6.510e-02, eta: 5 days, 13:42:51, time: 0.810, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.5992, loss_cls: 2.9043, loss: 2.9043, grad_norm: 2.5233 2020-07-27 15:22:03,823 - mmaction - INFO - Epoch [104][3280/3757] lr: 6.510e-02, eta: 5 days, 13:42:33, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6211, loss_cls: 2.9070, loss: 2.9070, grad_norm: 2.5481 2020-07-27 15:22:19,608 - mmaction - INFO - Epoch [104][3300/3757] lr: 6.510e-02, eta: 5 days, 13:42:14, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6273, loss_cls: 2.8362, loss: 2.8362, grad_norm: 2.5193 2020-07-27 15:22:35,409 - mmaction - INFO - Epoch [104][3320/3757] lr: 6.510e-02, eta: 5 days, 13:41:55, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6195, loss_cls: 2.8810, loss: 2.8810, grad_norm: 2.5430 2020-07-27 15:22:51,225 - mmaction - INFO - Epoch [104][3340/3757] lr: 6.510e-02, eta: 5 days, 13:41:36, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3797, top5_acc: 0.6320, loss_cls: 2.8506, loss: 2.8506, grad_norm: 2.5754 2020-07-27 15:23:07,000 - mmaction - INFO - Epoch [104][3360/3757] lr: 6.510e-02, eta: 5 days, 13:41:17, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6016, loss_cls: 2.9244, loss: 2.9244, grad_norm: 2.5544 2020-07-27 15:23:22,781 - mmaction - INFO - Epoch [104][3380/3757] lr: 6.510e-02, eta: 5 days, 13:40:58, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6266, loss_cls: 2.8784, loss: 2.8784, grad_norm: 2.6818 2020-07-27 15:23:38,538 - mmaction - INFO - Epoch [104][3400/3757] lr: 6.510e-02, eta: 5 days, 13:40:39, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6125, loss_cls: 2.9529, loss: 2.9529, grad_norm: 2.5597 2020-07-27 15:23:54,317 - mmaction - INFO - Epoch [104][3420/3757] lr: 6.510e-02, eta: 5 days, 13:40:20, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6078, loss_cls: 2.8948, loss: 2.8948, grad_norm: 2.5602 2020-07-27 15:24:10,068 - mmaction - INFO - Epoch [104][3440/3757] lr: 6.510e-02, eta: 5 days, 13:40:01, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5969, loss_cls: 2.9920, loss: 2.9920, grad_norm: 2.6115 2020-07-27 15:24:25,891 - mmaction - INFO - Epoch [104][3460/3757] lr: 6.510e-02, eta: 5 days, 13:39:42, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6352, loss_cls: 2.8270, loss: 2.8270, grad_norm: 2.5177 2020-07-27 15:24:41,711 - mmaction - INFO - Epoch [104][3480/3757] lr: 6.510e-02, eta: 5 days, 13:39:23, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3812, top5_acc: 0.6211, loss_cls: 2.8360, loss: 2.8360, grad_norm: 2.5994 2020-07-27 15:24:57,548 - mmaction - INFO - Epoch [104][3500/3757] lr: 6.510e-02, eta: 5 days, 13:39:04, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6016, loss_cls: 2.9359, loss: 2.9359, grad_norm: 2.5668 2020-07-27 15:25:13,269 - mmaction - INFO - Epoch [104][3520/3757] lr: 6.510e-02, eta: 5 days, 13:38:45, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3414, top5_acc: 0.6172, loss_cls: 2.9284, loss: 2.9284, grad_norm: 2.6005 2020-07-27 15:25:29,027 - mmaction - INFO - Epoch [104][3540/3757] lr: 6.510e-02, eta: 5 days, 13:38:26, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6125, loss_cls: 2.8685, loss: 2.8685, grad_norm: 2.5933 2020-07-27 15:25:44,812 - mmaction - INFO - Epoch [104][3560/3757] lr: 6.510e-02, eta: 5 days, 13:38:07, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6297, loss_cls: 2.8886, loss: 2.8886, grad_norm: 2.5591 2020-07-27 15:26:00,832 - mmaction - INFO - Epoch [104][3580/3757] lr: 6.510e-02, eta: 5 days, 13:37:49, time: 0.801, data_time: 0.012, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6328, loss_cls: 2.8306, loss: 2.8306, grad_norm: 2.5125 2020-07-27 15:26:16,562 - mmaction - INFO - Epoch [104][3600/3757] lr: 6.510e-02, eta: 5 days, 13:37:30, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6023, loss_cls: 2.8983, loss: 2.8983, grad_norm: 2.5607 2020-07-27 15:26:32,360 - mmaction - INFO - Epoch [104][3620/3757] lr: 6.510e-02, eta: 5 days, 13:37:11, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6102, loss_cls: 2.8933, loss: 2.8933, grad_norm: 2.5683 2020-07-27 15:26:48,228 - mmaction - INFO - Epoch [104][3640/3757] lr: 6.510e-02, eta: 5 days, 13:36:52, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6109, loss_cls: 2.8516, loss: 2.8516, grad_norm: 2.5806 2020-07-27 15:27:03,973 - mmaction - INFO - Epoch [104][3660/3757] lr: 6.510e-02, eta: 5 days, 13:36:33, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6328, loss_cls: 2.8357, loss: 2.8357, grad_norm: 2.5671 2020-07-27 15:27:19,758 - mmaction - INFO - Epoch [104][3680/3757] lr: 6.510e-02, eta: 5 days, 13:36:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6195, loss_cls: 2.9279, loss: 2.9279, grad_norm: 2.6425 2020-07-27 15:27:35,563 - mmaction - INFO - Epoch [104][3700/3757] lr: 6.510e-02, eta: 5 days, 13:35:55, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.8909, loss: 2.8909, grad_norm: 2.5784 2020-07-27 15:27:51,393 - mmaction - INFO - Epoch [104][3720/3757] lr: 6.510e-02, eta: 5 days, 13:35:36, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.5953, loss_cls: 3.0001, loss: 3.0001, grad_norm: 2.6330 2020-07-27 15:28:07,175 - mmaction - INFO - Epoch [104][3740/3757] lr: 6.510e-02, eta: 5 days, 13:35:17, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6305, loss_cls: 2.8188, loss: 2.8188, grad_norm: 2.5395 2020-07-27 15:28:28,531 - mmaction - INFO - Saving checkpoint at 104 epochs 2020-07-27 15:31:50,240 - mmaction - INFO - Epoch [105][20/3757] lr: 6.451e-02, eta: 5 days, 13:40:22, time: 9.967, data_time: 9.002, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6320, loss_cls: 2.8276, loss: 2.8276, grad_norm: 2.5750 2020-07-27 15:32:06,000 - mmaction - INFO - Epoch [105][40/3757] lr: 6.451e-02, eta: 5 days, 13:40:04, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6133, loss_cls: 2.9141, loss: 2.9141, grad_norm: 2.5757 2020-07-27 15:32:21,901 - mmaction - INFO - Epoch [105][60/3757] lr: 6.451e-02, eta: 5 days, 13:39:45, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6242, loss_cls: 2.8327, loss: 2.8327, grad_norm: 2.6168 2020-07-27 15:32:37,577 - mmaction - INFO - Epoch [105][80/3757] lr: 6.451e-02, eta: 5 days, 13:39:26, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6531, loss_cls: 2.7290, loss: 2.7290, grad_norm: 2.5855 2020-07-27 15:32:53,488 - mmaction - INFO - Epoch [105][100/3757] lr: 6.451e-02, eta: 5 days, 13:39:07, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6258, loss_cls: 2.8922, loss: 2.8922, grad_norm: 2.6473 2020-07-27 15:33:09,194 - mmaction - INFO - Epoch [105][120/3757] lr: 6.451e-02, eta: 5 days, 13:38:48, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6359, loss_cls: 2.8152, loss: 2.8152, grad_norm: 2.5729 2020-07-27 15:33:25,067 - mmaction - INFO - Epoch [105][140/3757] lr: 6.451e-02, eta: 5 days, 13:38:29, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6203, loss_cls: 2.8487, loss: 2.8487, grad_norm: 2.6085 2020-07-27 15:33:40,760 - mmaction - INFO - Epoch [105][160/3757] lr: 6.451e-02, eta: 5 days, 13:38:10, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6195, loss_cls: 2.8878, loss: 2.8878, grad_norm: 2.5663 2020-07-27 15:33:56,660 - mmaction - INFO - Epoch [105][180/3757] lr: 6.451e-02, eta: 5 days, 13:37:51, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6297, loss_cls: 2.7940, loss: 2.7940, grad_norm: 2.5719 2020-07-27 15:34:12,406 - mmaction - INFO - Epoch [105][200/3757] lr: 6.451e-02, eta: 5 days, 13:37:32, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6141, loss_cls: 2.8334, loss: 2.8334, grad_norm: 2.6388 2020-07-27 15:34:28,229 - mmaction - INFO - Epoch [105][220/3757] lr: 6.451e-02, eta: 5 days, 13:37:13, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6164, loss_cls: 2.8740, loss: 2.8740, grad_norm: 2.5460 2020-07-27 15:34:43,893 - mmaction - INFO - Epoch [105][240/3757] lr: 6.451e-02, eta: 5 days, 13:36:54, time: 0.782, data_time: 0.001, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6039, loss_cls: 2.9178, loss: 2.9178, grad_norm: 2.6485 2020-07-27 15:34:59,799 - mmaction - INFO - Epoch [105][260/3757] lr: 6.451e-02, eta: 5 days, 13:36:35, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.7492, loss: 2.7492, grad_norm: 2.5520 2020-07-27 15:35:15,576 - mmaction - INFO - Epoch [105][280/3757] lr: 6.451e-02, eta: 5 days, 13:36:16, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3898, top5_acc: 0.6406, loss_cls: 2.8067, loss: 2.8067, grad_norm: 2.5599 2020-07-27 15:35:31,309 - mmaction - INFO - Epoch [105][300/3757] lr: 6.451e-02, eta: 5 days, 13:35:57, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6078, loss_cls: 2.9116, loss: 2.9116, grad_norm: 2.6239 2020-07-27 15:35:47,055 - mmaction - INFO - Epoch [105][320/3757] lr: 6.451e-02, eta: 5 days, 13:35:38, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6234, loss_cls: 2.8369, loss: 2.8369, grad_norm: 2.5683 2020-07-27 15:36:02,873 - mmaction - INFO - Epoch [105][340/3757] lr: 6.451e-02, eta: 5 days, 13:35:19, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6125, loss_cls: 2.8547, loss: 2.8547, grad_norm: 2.5576 2020-07-27 15:36:18,605 - mmaction - INFO - Epoch [105][360/3757] lr: 6.451e-02, eta: 5 days, 13:35:00, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6211, loss_cls: 2.7991, loss: 2.7991, grad_norm: 2.5516 2020-07-27 15:36:34,454 - mmaction - INFO - Epoch [105][380/3757] lr: 6.451e-02, eta: 5 days, 13:34:41, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6305, loss_cls: 2.8578, loss: 2.8578, grad_norm: 2.5746 2020-07-27 15:36:50,211 - mmaction - INFO - Epoch [105][400/3757] lr: 6.451e-02, eta: 5 days, 13:34:22, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6258, loss_cls: 2.9023, loss: 2.9023, grad_norm: 2.6451 2020-07-27 15:37:06,055 - mmaction - INFO - Epoch [105][420/3757] lr: 6.451e-02, eta: 5 days, 13:34:03, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.5953, loss_cls: 2.9460, loss: 2.9460, grad_norm: 2.5115 2020-07-27 15:37:21,968 - mmaction - INFO - Epoch [105][440/3757] lr: 6.451e-02, eta: 5 days, 13:33:44, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3875, top5_acc: 0.6297, loss_cls: 2.8543, loss: 2.8543, grad_norm: 2.5711 2020-07-27 15:37:37,735 - mmaction - INFO - Epoch [105][460/3757] lr: 6.451e-02, eta: 5 days, 13:33:25, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6367, loss_cls: 2.8069, loss: 2.8069, grad_norm: 2.5839 2020-07-27 15:37:53,658 - mmaction - INFO - Epoch [105][480/3757] lr: 6.451e-02, eta: 5 days, 13:33:07, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6211, loss_cls: 2.8311, loss: 2.8311, grad_norm: 2.6202 2020-07-27 15:38:09,452 - mmaction - INFO - Epoch [105][500/3757] lr: 6.451e-02, eta: 5 days, 13:32:48, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6328, loss_cls: 2.8753, loss: 2.8753, grad_norm: 2.6526 2020-07-27 15:38:25,312 - mmaction - INFO - Epoch [105][520/3757] lr: 6.451e-02, eta: 5 days, 13:32:29, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6242, loss_cls: 2.8804, loss: 2.8804, grad_norm: 2.5618 2020-07-27 15:38:41,105 - mmaction - INFO - Epoch [105][540/3757] lr: 6.451e-02, eta: 5 days, 13:32:10, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6234, loss_cls: 2.8825, loss: 2.8825, grad_norm: 2.5983 2020-07-27 15:38:56,931 - mmaction - INFO - Epoch [105][560/3757] lr: 6.451e-02, eta: 5 days, 13:31:51, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6297, loss_cls: 2.8297, loss: 2.8297, grad_norm: 2.5376 2020-07-27 15:39:12,733 - mmaction - INFO - Epoch [105][580/3757] lr: 6.451e-02, eta: 5 days, 13:31:32, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6281, loss_cls: 2.8238, loss: 2.8238, grad_norm: 2.6215 2020-07-27 15:39:28,536 - mmaction - INFO - Epoch [105][600/3757] lr: 6.451e-02, eta: 5 days, 13:31:13, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5930, loss_cls: 2.9604, loss: 2.9604, grad_norm: 2.6660 2020-07-27 15:39:44,310 - mmaction - INFO - Epoch [105][620/3757] lr: 6.451e-02, eta: 5 days, 13:30:54, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6398, loss_cls: 2.8403, loss: 2.8403, grad_norm: 2.6051 2020-07-27 15:40:00,216 - mmaction - INFO - Epoch [105][640/3757] lr: 6.451e-02, eta: 5 days, 13:30:35, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5992, loss_cls: 3.0241, loss: 3.0241, grad_norm: 2.7028 2020-07-27 15:40:15,989 - mmaction - INFO - Epoch [105][660/3757] lr: 6.451e-02, eta: 5 days, 13:30:16, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5930, loss_cls: 3.0018, loss: 3.0018, grad_norm: 2.6234 2020-07-27 15:40:31,788 - mmaction - INFO - Epoch [105][680/3757] lr: 6.451e-02, eta: 5 days, 13:29:57, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6031, loss_cls: 2.9394, loss: 2.9394, grad_norm: 2.5720 2020-07-27 15:40:47,543 - mmaction - INFO - Epoch [105][700/3757] lr: 6.451e-02, eta: 5 days, 13:29:38, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6250, loss_cls: 2.8940, loss: 2.8940, grad_norm: 2.6156 2020-07-27 15:41:03,349 - mmaction - INFO - Epoch [105][720/3757] lr: 6.451e-02, eta: 5 days, 13:29:19, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3969, top5_acc: 0.6281, loss_cls: 2.7834, loss: 2.7834, grad_norm: 2.5522 2020-07-27 15:41:19,110 - mmaction - INFO - Epoch [105][740/3757] lr: 6.451e-02, eta: 5 days, 13:29:00, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3289, top5_acc: 0.5898, loss_cls: 3.0443, loss: 3.0443, grad_norm: 2.5629 2020-07-27 15:41:35,001 - mmaction - INFO - Epoch [105][760/3757] lr: 6.451e-02, eta: 5 days, 13:28:42, time: 0.795, data_time: 0.011, memory: 6196, top1_acc: 0.3891, top5_acc: 0.6555, loss_cls: 2.7282, loss: 2.7282, grad_norm: 2.5337 2020-07-27 15:41:50,858 - mmaction - INFO - Epoch [105][780/3757] lr: 6.451e-02, eta: 5 days, 13:28:23, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.9123, loss: 2.9123, grad_norm: 2.6601 2020-07-27 15:42:06,636 - mmaction - INFO - Epoch [105][800/3757] lr: 6.451e-02, eta: 5 days, 13:28:04, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6219, loss_cls: 2.9290, loss: 2.9290, grad_norm: 2.6063 2020-07-27 15:42:22,377 - mmaction - INFO - Epoch [105][820/3757] lr: 6.451e-02, eta: 5 days, 13:27:45, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3828, top5_acc: 0.6383, loss_cls: 2.7994, loss: 2.7994, grad_norm: 2.5455 2020-07-27 15:42:38,156 - mmaction - INFO - Epoch [105][840/3757] lr: 6.451e-02, eta: 5 days, 13:27:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6062, loss_cls: 2.8993, loss: 2.8993, grad_norm: 2.6010 2020-07-27 15:42:53,991 - mmaction - INFO - Epoch [105][860/3757] lr: 6.451e-02, eta: 5 days, 13:27:07, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.8364, loss: 2.8364, grad_norm: 2.6020 2020-07-27 15:43:09,775 - mmaction - INFO - Epoch [105][880/3757] lr: 6.451e-02, eta: 5 days, 13:26:48, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6180, loss_cls: 2.9312, loss: 2.9312, grad_norm: 2.5247 2020-07-27 15:43:25,506 - mmaction - INFO - Epoch [105][900/3757] lr: 6.451e-02, eta: 5 days, 13:26:29, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6156, loss_cls: 2.9122, loss: 2.9122, grad_norm: 2.5266 2020-07-27 15:43:41,280 - mmaction - INFO - Epoch [105][920/3757] lr: 6.451e-02, eta: 5 days, 13:26:10, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6258, loss_cls: 2.8186, loss: 2.8186, grad_norm: 2.5442 2020-07-27 15:43:57,128 - mmaction - INFO - Epoch [105][940/3757] lr: 6.451e-02, eta: 5 days, 13:25:51, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6305, loss_cls: 2.9054, loss: 2.9054, grad_norm: 2.5790 2020-07-27 15:44:12,886 - mmaction - INFO - Epoch [105][960/3757] lr: 6.451e-02, eta: 5 days, 13:25:32, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3969, top5_acc: 0.6422, loss_cls: 2.7875, loss: 2.7875, grad_norm: 2.5254 2020-07-27 15:44:28,746 - mmaction - INFO - Epoch [105][980/3757] lr: 6.451e-02, eta: 5 days, 13:25:13, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6414, loss_cls: 2.7539, loss: 2.7539, grad_norm: 2.5761 2020-07-27 15:44:44,506 - mmaction - INFO - Epoch [105][1000/3757] lr: 6.451e-02, eta: 5 days, 13:24:54, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6242, loss_cls: 2.8623, loss: 2.8623, grad_norm: 2.6207 2020-07-27 15:45:00,340 - mmaction - INFO - Epoch [105][1020/3757] lr: 6.451e-02, eta: 5 days, 13:24:35, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6297, loss_cls: 2.8657, loss: 2.8657, grad_norm: 2.6150 2020-07-27 15:45:16,229 - mmaction - INFO - Epoch [105][1040/3757] lr: 6.451e-02, eta: 5 days, 13:24:16, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3492, top5_acc: 0.5898, loss_cls: 2.9847, loss: 2.9847, grad_norm: 2.5933 2020-07-27 15:45:32,082 - mmaction - INFO - Epoch [105][1060/3757] lr: 6.451e-02, eta: 5 days, 13:23:58, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6164, loss_cls: 2.8755, loss: 2.8755, grad_norm: 2.5174 2020-07-27 15:45:47,869 - mmaction - INFO - Epoch [105][1080/3757] lr: 6.451e-02, eta: 5 days, 13:23:39, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6117, loss_cls: 2.8818, loss: 2.8818, grad_norm: 2.6001 2020-07-27 15:46:03,667 - mmaction - INFO - Epoch [105][1100/3757] lr: 6.451e-02, eta: 5 days, 13:23:20, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6336, loss_cls: 2.7832, loss: 2.7832, grad_norm: 2.6019 2020-07-27 15:46:19,436 - mmaction - INFO - Epoch [105][1120/3757] lr: 6.451e-02, eta: 5 days, 13:23:01, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6203, loss_cls: 2.8657, loss: 2.8657, grad_norm: 2.6987 2020-07-27 15:46:35,237 - mmaction - INFO - Epoch [105][1140/3757] lr: 6.451e-02, eta: 5 days, 13:22:42, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6258, loss_cls: 2.8542, loss: 2.8542, grad_norm: 2.5528 2020-07-27 15:46:51,017 - mmaction - INFO - Epoch [105][1160/3757] lr: 6.451e-02, eta: 5 days, 13:22:23, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6172, loss_cls: 2.8669, loss: 2.8669, grad_norm: 2.6073 2020-07-27 15:47:06,829 - mmaction - INFO - Epoch [105][1180/3757] lr: 6.451e-02, eta: 5 days, 13:22:04, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6336, loss_cls: 2.8396, loss: 2.8396, grad_norm: 2.6242 2020-07-27 15:47:22,575 - mmaction - INFO - Epoch [105][1200/3757] lr: 6.451e-02, eta: 5 days, 13:21:45, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6211, loss_cls: 2.8531, loss: 2.8531, grad_norm: 2.6388 2020-07-27 15:47:38,460 - mmaction - INFO - Epoch [105][1220/3757] lr: 6.451e-02, eta: 5 days, 13:21:26, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6445, loss_cls: 2.7980, loss: 2.7980, grad_norm: 2.6305 2020-07-27 15:47:54,252 - mmaction - INFO - Epoch [105][1240/3757] lr: 6.451e-02, eta: 5 days, 13:21:07, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6305, loss_cls: 2.8701, loss: 2.8701, grad_norm: 2.6161 2020-07-27 15:48:10,023 - mmaction - INFO - Epoch [105][1260/3757] lr: 6.451e-02, eta: 5 days, 13:20:48, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6109, loss_cls: 2.8968, loss: 2.8968, grad_norm: 2.6373 2020-07-27 15:48:25,826 - mmaction - INFO - Epoch [105][1280/3757] lr: 6.451e-02, eta: 5 days, 13:20:29, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6219, loss_cls: 2.8686, loss: 2.8686, grad_norm: 2.6092 2020-07-27 15:48:41,529 - mmaction - INFO - Epoch [105][1300/3757] lr: 6.451e-02, eta: 5 days, 13:20:10, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6102, loss_cls: 2.9483, loss: 2.9483, grad_norm: 2.5776 2020-07-27 15:48:57,283 - mmaction - INFO - Epoch [105][1320/3757] lr: 6.451e-02, eta: 5 days, 13:19:51, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6375, loss_cls: 2.8439, loss: 2.8439, grad_norm: 2.5569 2020-07-27 15:49:13,055 - mmaction - INFO - Epoch [105][1340/3757] lr: 6.451e-02, eta: 5 days, 13:19:32, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6125, loss_cls: 2.9458, loss: 2.9458, grad_norm: 2.6538 2020-07-27 15:49:28,808 - mmaction - INFO - Epoch [105][1360/3757] lr: 6.451e-02, eta: 5 days, 13:19:13, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6148, loss_cls: 2.9203, loss: 2.9203, grad_norm: 2.5569 2020-07-27 15:49:44,615 - mmaction - INFO - Epoch [105][1380/3757] lr: 6.451e-02, eta: 5 days, 13:18:54, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6211, loss_cls: 2.8650, loss: 2.8650, grad_norm: 2.5929 2020-07-27 15:50:00,425 - mmaction - INFO - Epoch [105][1400/3757] lr: 6.451e-02, eta: 5 days, 13:18:35, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5984, loss_cls: 3.0124, loss: 3.0124, grad_norm: 2.7445 2020-07-27 15:50:16,241 - mmaction - INFO - Epoch [105][1420/3757] lr: 6.451e-02, eta: 5 days, 13:18:16, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.8956, loss: 2.8956, grad_norm: 2.6001 2020-07-27 15:50:32,005 - mmaction - INFO - Epoch [105][1440/3757] lr: 6.451e-02, eta: 5 days, 13:17:57, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6234, loss_cls: 2.8849, loss: 2.8849, grad_norm: 2.5792 2020-07-27 15:50:47,845 - mmaction - INFO - Epoch [105][1460/3757] lr: 6.451e-02, eta: 5 days, 13:17:38, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6289, loss_cls: 2.8615, loss: 2.8615, grad_norm: 2.5981 2020-07-27 15:51:03,594 - mmaction - INFO - Epoch [105][1480/3757] lr: 6.451e-02, eta: 5 days, 13:17:19, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6125, loss_cls: 2.8515, loss: 2.8515, grad_norm: 2.5575 2020-07-27 15:51:19,356 - mmaction - INFO - Epoch [105][1500/3757] lr: 6.451e-02, eta: 5 days, 13:17:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6086, loss_cls: 2.9049, loss: 2.9049, grad_norm: 2.5716 2020-07-27 15:51:35,131 - mmaction - INFO - Epoch [105][1520/3757] lr: 6.451e-02, eta: 5 days, 13:16:41, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6367, loss_cls: 2.8261, loss: 2.8261, grad_norm: 2.5194 2020-07-27 15:51:50,963 - mmaction - INFO - Epoch [105][1540/3757] lr: 6.451e-02, eta: 5 days, 13:16:23, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6102, loss_cls: 2.8868, loss: 2.8868, grad_norm: 2.5761 2020-07-27 15:52:06,636 - mmaction - INFO - Epoch [105][1560/3757] lr: 6.451e-02, eta: 5 days, 13:16:03, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 2.9574, loss: 2.9574, grad_norm: 2.6486 2020-07-27 15:52:22,416 - mmaction - INFO - Epoch [105][1580/3757] lr: 6.451e-02, eta: 5 days, 13:15:44, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3312, top5_acc: 0.6188, loss_cls: 2.9258, loss: 2.9258, grad_norm: 2.6345 2020-07-27 15:52:38,187 - mmaction - INFO - Epoch [105][1600/3757] lr: 6.451e-02, eta: 5 days, 13:15:25, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6203, loss_cls: 2.9013, loss: 2.9013, grad_norm: 2.6313 2020-07-27 15:52:54,015 - mmaction - INFO - Epoch [105][1620/3757] lr: 6.451e-02, eta: 5 days, 13:15:07, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.9139, loss: 2.9139, grad_norm: 2.6069 2020-07-27 15:53:09,817 - mmaction - INFO - Epoch [105][1640/3757] lr: 6.451e-02, eta: 5 days, 13:14:48, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6164, loss_cls: 2.8990, loss: 2.8990, grad_norm: 2.7042 2020-07-27 15:53:25,681 - mmaction - INFO - Epoch [105][1660/3757] lr: 6.451e-02, eta: 5 days, 13:14:29, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6203, loss_cls: 2.8297, loss: 2.8297, grad_norm: 2.5944 2020-07-27 15:53:41,397 - mmaction - INFO - Epoch [105][1680/3757] lr: 6.451e-02, eta: 5 days, 13:14:10, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6258, loss_cls: 2.8775, loss: 2.8775, grad_norm: 2.6282 2020-07-27 15:53:57,206 - mmaction - INFO - Epoch [105][1700/3757] lr: 6.451e-02, eta: 5 days, 13:13:51, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6094, loss_cls: 2.9274, loss: 2.9274, grad_norm: 2.6505 2020-07-27 15:54:13,017 - mmaction - INFO - Epoch [105][1720/3757] lr: 6.451e-02, eta: 5 days, 13:13:32, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3836, top5_acc: 0.6391, loss_cls: 2.7734, loss: 2.7734, grad_norm: 2.5517 2020-07-27 15:54:28,862 - mmaction - INFO - Epoch [105][1740/3757] lr: 6.451e-02, eta: 5 days, 13:13:13, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6375, loss_cls: 2.8721, loss: 2.8721, grad_norm: 2.6452 2020-07-27 15:54:44,618 - mmaction - INFO - Epoch [105][1760/3757] lr: 6.451e-02, eta: 5 days, 13:12:54, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 3.0006, loss: 3.0006, grad_norm: 2.6158 2020-07-27 15:55:00,475 - mmaction - INFO - Epoch [105][1780/3757] lr: 6.451e-02, eta: 5 days, 13:12:35, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5930, loss_cls: 2.9618, loss: 2.9618, grad_norm: 2.5747 2020-07-27 15:55:16,184 - mmaction - INFO - Epoch [105][1800/3757] lr: 6.451e-02, eta: 5 days, 13:12:16, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6125, loss_cls: 2.9125, loss: 2.9125, grad_norm: 2.6312 2020-07-27 15:55:32,029 - mmaction - INFO - Epoch [105][1820/3757] lr: 6.451e-02, eta: 5 days, 13:11:57, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6039, loss_cls: 2.9296, loss: 2.9296, grad_norm: 2.5782 2020-07-27 15:55:47,793 - mmaction - INFO - Epoch [105][1840/3757] lr: 6.451e-02, eta: 5 days, 13:11:38, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6320, loss_cls: 2.8825, loss: 2.8825, grad_norm: 2.6282 2020-07-27 15:56:03,621 - mmaction - INFO - Epoch [105][1860/3757] lr: 6.451e-02, eta: 5 days, 13:11:19, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6219, loss_cls: 2.8927, loss: 2.8927, grad_norm: 2.5492 2020-07-27 15:56:19,455 - mmaction - INFO - Epoch [105][1880/3757] lr: 6.451e-02, eta: 5 days, 13:11:01, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6195, loss_cls: 2.8840, loss: 2.8840, grad_norm: 2.5959 2020-07-27 15:56:35,240 - mmaction - INFO - Epoch [105][1900/3757] lr: 6.451e-02, eta: 5 days, 13:10:42, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.5898, loss_cls: 2.9367, loss: 2.9367, grad_norm: 2.6358 2020-07-27 15:56:51,067 - mmaction - INFO - Epoch [105][1920/3757] lr: 6.451e-02, eta: 5 days, 13:10:23, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6203, loss_cls: 2.8483, loss: 2.8483, grad_norm: 2.5813 2020-07-27 15:57:06,950 - mmaction - INFO - Epoch [105][1940/3757] lr: 6.451e-02, eta: 5 days, 13:10:04, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6133, loss_cls: 2.9165, loss: 2.9165, grad_norm: 2.5510 2020-07-27 15:57:22,722 - mmaction - INFO - Epoch [105][1960/3757] lr: 6.451e-02, eta: 5 days, 13:09:45, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6281, loss_cls: 2.8231, loss: 2.8231, grad_norm: 2.6044 2020-07-27 15:57:38,514 - mmaction - INFO - Epoch [105][1980/3757] lr: 6.451e-02, eta: 5 days, 13:09:26, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6172, loss_cls: 2.8347, loss: 2.8347, grad_norm: 2.5602 2020-07-27 15:57:54,345 - mmaction - INFO - Epoch [105][2000/3757] lr: 6.451e-02, eta: 5 days, 13:09:07, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6102, loss_cls: 2.9346, loss: 2.9346, grad_norm: 2.6229 2020-07-27 15:58:10,136 - mmaction - INFO - Epoch [105][2020/3757] lr: 6.451e-02, eta: 5 days, 13:08:48, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6289, loss_cls: 2.8638, loss: 2.8638, grad_norm: 2.5633 2020-07-27 15:58:26,007 - mmaction - INFO - Epoch [105][2040/3757] lr: 6.451e-02, eta: 5 days, 13:08:30, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6125, loss_cls: 2.9210, loss: 2.9210, grad_norm: 2.5851 2020-07-27 15:58:41,772 - mmaction - INFO - Epoch [105][2060/3757] lr: 6.451e-02, eta: 5 days, 13:08:11, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6031, loss_cls: 2.9236, loss: 2.9236, grad_norm: 2.6105 2020-07-27 15:58:57,565 - mmaction - INFO - Epoch [105][2080/3757] lr: 6.451e-02, eta: 5 days, 13:07:52, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6070, loss_cls: 2.8737, loss: 2.8737, grad_norm: 2.5479 2020-07-27 15:59:13,254 - mmaction - INFO - Epoch [105][2100/3757] lr: 6.451e-02, eta: 5 days, 13:07:33, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3344, top5_acc: 0.5961, loss_cls: 2.9886, loss: 2.9886, grad_norm: 2.5836 2020-07-27 15:59:29,448 - mmaction - INFO - Epoch [105][2120/3757] lr: 6.451e-02, eta: 5 days, 13:07:14, time: 0.809, data_time: 0.020, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6078, loss_cls: 2.9987, loss: 2.9987, grad_norm: 2.6216 2020-07-27 15:59:45,186 - mmaction - INFO - Epoch [105][2140/3757] lr: 6.451e-02, eta: 5 days, 13:06:55, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6164, loss_cls: 2.9026, loss: 2.9026, grad_norm: 2.6176 2020-07-27 16:00:01,072 - mmaction - INFO - Epoch [105][2160/3757] lr: 6.451e-02, eta: 5 days, 13:06:37, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6047, loss_cls: 2.9104, loss: 2.9104, grad_norm: 2.5734 2020-07-27 16:00:21,737 - mmaction - INFO - Epoch [105][2180/3757] lr: 6.451e-02, eta: 5 days, 13:06:27, time: 1.031, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6328, loss_cls: 2.9042, loss: 2.9042, grad_norm: 2.5650 2020-07-27 16:00:37,633 - mmaction - INFO - Epoch [105][2200/3757] lr: 6.451e-02, eta: 5 days, 13:06:09, time: 0.797, data_time: 0.007, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6133, loss_cls: 2.8914, loss: 2.8914, grad_norm: 2.6231 2020-07-27 16:00:53,346 - mmaction - INFO - Epoch [105][2220/3757] lr: 6.451e-02, eta: 5 days, 13:05:49, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6039, loss_cls: 2.9071, loss: 2.9071, grad_norm: 2.6356 2020-07-27 16:01:09,269 - mmaction - INFO - Epoch [105][2240/3757] lr: 6.451e-02, eta: 5 days, 13:05:31, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3867, top5_acc: 0.6125, loss_cls: 2.8630, loss: 2.8630, grad_norm: 2.4729 2020-07-27 16:01:24,951 - mmaction - INFO - Epoch [105][2260/3757] lr: 6.451e-02, eta: 5 days, 13:05:12, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6234, loss_cls: 2.8757, loss: 2.8757, grad_norm: 2.5899 2020-07-27 16:01:40,714 - mmaction - INFO - Epoch [105][2280/3757] lr: 6.451e-02, eta: 5 days, 13:04:53, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6055, loss_cls: 2.9293, loss: 2.9293, grad_norm: 2.5742 2020-07-27 16:01:56,484 - mmaction - INFO - Epoch [105][2300/3757] lr: 6.451e-02, eta: 5 days, 13:04:34, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6000, loss_cls: 2.9710, loss: 2.9710, grad_norm: 2.5129 2020-07-27 16:02:12,246 - mmaction - INFO - Epoch [105][2320/3757] lr: 6.451e-02, eta: 5 days, 13:04:15, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6141, loss_cls: 2.8790, loss: 2.8790, grad_norm: 2.5712 2020-07-27 16:02:27,977 - mmaction - INFO - Epoch [105][2340/3757] lr: 6.451e-02, eta: 5 days, 13:03:56, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6094, loss_cls: 2.8478, loss: 2.8478, grad_norm: 2.5821 2020-07-27 16:02:43,817 - mmaction - INFO - Epoch [105][2360/3757] lr: 6.451e-02, eta: 5 days, 13:03:37, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6352, loss_cls: 2.8287, loss: 2.8287, grad_norm: 2.6634 2020-07-27 16:02:59,624 - mmaction - INFO - Epoch [105][2380/3757] lr: 6.451e-02, eta: 5 days, 13:03:18, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.5977, loss_cls: 2.9692, loss: 2.9692, grad_norm: 2.6827 2020-07-27 16:03:15,391 - mmaction - INFO - Epoch [105][2400/3757] lr: 6.451e-02, eta: 5 days, 13:02:59, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3359, top5_acc: 0.5914, loss_cls: 3.0568, loss: 3.0568, grad_norm: 2.6415 2020-07-27 16:03:31,243 - mmaction - INFO - Epoch [105][2420/3757] lr: 6.451e-02, eta: 5 days, 13:02:40, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6148, loss_cls: 2.9061, loss: 2.9061, grad_norm: 2.5555 2020-07-27 16:03:47,002 - mmaction - INFO - Epoch [105][2440/3757] lr: 6.451e-02, eta: 5 days, 13:02:21, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6070, loss_cls: 2.9318, loss: 2.9318, grad_norm: 2.5982 2020-07-27 16:04:02,833 - mmaction - INFO - Epoch [105][2460/3757] lr: 6.451e-02, eta: 5 days, 13:02:02, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6039, loss_cls: 2.9532, loss: 2.9532, grad_norm: 2.6180 2020-07-27 16:04:18,614 - mmaction - INFO - Epoch [105][2480/3757] lr: 6.451e-02, eta: 5 days, 13:01:43, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6164, loss_cls: 2.8527, loss: 2.8527, grad_norm: 2.6857 2020-07-27 16:04:34,372 - mmaction - INFO - Epoch [105][2500/3757] lr: 6.451e-02, eta: 5 days, 13:01:24, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6219, loss_cls: 2.9498, loss: 2.9498, grad_norm: 2.6308 2020-07-27 16:04:50,138 - mmaction - INFO - Epoch [105][2520/3757] lr: 6.451e-02, eta: 5 days, 13:01:05, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6086, loss_cls: 2.9186, loss: 2.9186, grad_norm: 2.5272 2020-07-27 16:05:05,972 - mmaction - INFO - Epoch [105][2540/3757] lr: 6.451e-02, eta: 5 days, 13:00:47, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6125, loss_cls: 2.9345, loss: 2.9345, grad_norm: 2.6186 2020-07-27 16:05:21,677 - mmaction - INFO - Epoch [105][2560/3757] lr: 6.451e-02, eta: 5 days, 13:00:27, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6102, loss_cls: 2.8554, loss: 2.8554, grad_norm: 2.6340 2020-07-27 16:05:37,599 - mmaction - INFO - Epoch [105][2580/3757] lr: 6.451e-02, eta: 5 days, 13:00:09, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6344, loss_cls: 2.8719, loss: 2.8719, grad_norm: 2.5738 2020-07-27 16:05:53,449 - mmaction - INFO - Epoch [105][2600/3757] lr: 6.451e-02, eta: 5 days, 12:59:50, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6211, loss_cls: 2.8723, loss: 2.8723, grad_norm: 2.6048 2020-07-27 16:06:09,532 - mmaction - INFO - Epoch [105][2620/3757] lr: 6.451e-02, eta: 5 days, 12:59:32, time: 0.804, data_time: 0.016, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6266, loss_cls: 2.8258, loss: 2.8258, grad_norm: 2.5716 2020-07-27 16:06:25,707 - mmaction - INFO - Epoch [105][2640/3757] lr: 6.451e-02, eta: 5 days, 12:59:13, time: 0.809, data_time: 0.024, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6172, loss_cls: 2.8979, loss: 2.8979, grad_norm: 2.6242 2020-07-27 16:06:41,742 - mmaction - INFO - Epoch [105][2660/3757] lr: 6.451e-02, eta: 5 days, 12:58:55, time: 0.801, data_time: 0.016, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6250, loss_cls: 2.8752, loss: 2.8752, grad_norm: 2.6751 2020-07-27 16:06:58,330 - mmaction - INFO - Epoch [105][2680/3757] lr: 6.451e-02, eta: 5 days, 12:58:38, time: 0.830, data_time: 0.025, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6008, loss_cls: 2.9596, loss: 2.9596, grad_norm: 2.6306 2020-07-27 16:07:14,210 - mmaction - INFO - Epoch [105][2700/3757] lr: 6.451e-02, eta: 5 days, 12:58:19, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5930, loss_cls: 2.9338, loss: 2.9338, grad_norm: 2.6557 2020-07-27 16:07:30,123 - mmaction - INFO - Epoch [105][2720/3757] lr: 6.451e-02, eta: 5 days, 12:58:00, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3500, top5_acc: 0.5984, loss_cls: 2.9265, loss: 2.9265, grad_norm: 2.7171 2020-07-27 16:07:45,927 - mmaction - INFO - Epoch [105][2740/3757] lr: 6.451e-02, eta: 5 days, 12:57:41, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6023, loss_cls: 2.9354, loss: 2.9354, grad_norm: 2.6112 2020-07-27 16:08:01,669 - mmaction - INFO - Epoch [105][2760/3757] lr: 6.451e-02, eta: 5 days, 12:57:22, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6281, loss_cls: 2.9353, loss: 2.9353, grad_norm: 2.6502 2020-07-27 16:08:17,379 - mmaction - INFO - Epoch [105][2780/3757] lr: 6.451e-02, eta: 5 days, 12:57:03, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6289, loss_cls: 2.8943, loss: 2.8943, grad_norm: 2.5756 2020-07-27 16:08:33,168 - mmaction - INFO - Epoch [105][2800/3757] lr: 6.451e-02, eta: 5 days, 12:56:44, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6062, loss_cls: 2.9855, loss: 2.9855, grad_norm: 2.5891 2020-07-27 16:08:49,168 - mmaction - INFO - Epoch [105][2820/3757] lr: 6.451e-02, eta: 5 days, 12:56:26, time: 0.800, data_time: 0.011, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6273, loss_cls: 2.9028, loss: 2.9028, grad_norm: 2.5677 2020-07-27 16:09:05,141 - mmaction - INFO - Epoch [105][2840/3757] lr: 6.451e-02, eta: 5 days, 12:56:07, time: 0.798, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6141, loss_cls: 2.9460, loss: 2.9460, grad_norm: 2.5923 2020-07-27 16:09:20,924 - mmaction - INFO - Epoch [105][2860/3757] lr: 6.451e-02, eta: 5 days, 12:55:48, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6047, loss_cls: 2.9536, loss: 2.9536, grad_norm: 2.6049 2020-07-27 16:09:36,776 - mmaction - INFO - Epoch [105][2880/3757] lr: 6.451e-02, eta: 5 days, 12:55:29, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6102, loss_cls: 2.8969, loss: 2.8969, grad_norm: 2.6100 2020-07-27 16:09:52,715 - mmaction - INFO - Epoch [105][2900/3757] lr: 6.451e-02, eta: 5 days, 12:55:11, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6102, loss_cls: 2.9555, loss: 2.9555, grad_norm: 2.5762 2020-07-27 16:10:08,567 - mmaction - INFO - Epoch [105][2920/3757] lr: 6.451e-02, eta: 5 days, 12:54:52, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6070, loss_cls: 2.8625, loss: 2.8625, grad_norm: 2.6397 2020-07-27 16:10:24,447 - mmaction - INFO - Epoch [105][2940/3757] lr: 6.451e-02, eta: 5 days, 12:54:33, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6242, loss_cls: 2.8882, loss: 2.8882, grad_norm: 2.5536 2020-07-27 16:10:40,280 - mmaction - INFO - Epoch [105][2960/3757] lr: 6.451e-02, eta: 5 days, 12:54:15, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3836, top5_acc: 0.6195, loss_cls: 2.8396, loss: 2.8396, grad_norm: 2.5916 2020-07-27 16:10:56,393 - mmaction - INFO - Epoch [105][2980/3757] lr: 6.451e-02, eta: 5 days, 12:53:56, time: 0.806, data_time: 0.004, memory: 6196, top1_acc: 0.3844, top5_acc: 0.6398, loss_cls: 2.7590, loss: 2.7590, grad_norm: 2.5963 2020-07-27 16:11:12,085 - mmaction - INFO - Epoch [105][3000/3757] lr: 6.451e-02, eta: 5 days, 12:53:37, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3828, top5_acc: 0.6188, loss_cls: 2.8174, loss: 2.8174, grad_norm: 2.6447 2020-07-27 16:11:28,971 - mmaction - INFO - Epoch [105][3020/3757] lr: 6.451e-02, eta: 5 days, 12:53:20, time: 0.844, data_time: 0.003, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6125, loss_cls: 2.9580, loss: 2.9580, grad_norm: 2.6196 2020-07-27 16:11:44,961 - mmaction - INFO - Epoch [105][3040/3757] lr: 6.451e-02, eta: 5 days, 12:53:02, time: 0.799, data_time: 0.003, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6367, loss_cls: 2.7976, loss: 2.7976, grad_norm: 2.5481 2020-07-27 16:12:00,775 - mmaction - INFO - Epoch [105][3060/3757] lr: 6.451e-02, eta: 5 days, 12:52:43, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6102, loss_cls: 2.8972, loss: 2.8972, grad_norm: 2.5941 2020-07-27 16:12:16,560 - mmaction - INFO - Epoch [105][3080/3757] lr: 6.451e-02, eta: 5 days, 12:52:24, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3797, top5_acc: 0.6141, loss_cls: 2.8655, loss: 2.8655, grad_norm: 2.6104 2020-07-27 16:12:32,437 - mmaction - INFO - Epoch [105][3100/3757] lr: 6.451e-02, eta: 5 days, 12:52:05, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6211, loss_cls: 2.8427, loss: 2.8427, grad_norm: 2.5716 2020-07-27 16:12:48,238 - mmaction - INFO - Epoch [105][3120/3757] lr: 6.451e-02, eta: 5 days, 12:51:46, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6086, loss_cls: 2.9363, loss: 2.9363, grad_norm: 2.6260 2020-07-27 16:13:03,974 - mmaction - INFO - Epoch [105][3140/3757] lr: 6.451e-02, eta: 5 days, 12:51:27, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6102, loss_cls: 2.9284, loss: 2.9284, grad_norm: 2.5993 2020-07-27 16:13:19,773 - mmaction - INFO - Epoch [105][3160/3757] lr: 6.451e-02, eta: 5 days, 12:51:08, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.8602, loss: 2.8602, grad_norm: 2.6115 2020-07-27 16:13:35,764 - mmaction - INFO - Epoch [105][3180/3757] lr: 6.451e-02, eta: 5 days, 12:50:50, time: 0.800, data_time: 0.014, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6117, loss_cls: 2.8760, loss: 2.8760, grad_norm: 2.5650 2020-07-27 16:13:51,745 - mmaction - INFO - Epoch [105][3200/3757] lr: 6.451e-02, eta: 5 days, 12:50:31, time: 0.799, data_time: 0.001, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6078, loss_cls: 2.8896, loss: 2.8896, grad_norm: 2.6132 2020-07-27 16:14:07,579 - mmaction - INFO - Epoch [105][3220/3757] lr: 6.451e-02, eta: 5 days, 12:50:13, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5930, loss_cls: 2.9573, loss: 2.9573, grad_norm: 2.5383 2020-07-27 16:14:23,481 - mmaction - INFO - Epoch [105][3240/3757] lr: 6.451e-02, eta: 5 days, 12:49:54, time: 0.794, data_time: 0.002, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6320, loss_cls: 2.8504, loss: 2.8504, grad_norm: 2.5905 2020-07-27 16:14:39,243 - mmaction - INFO - Epoch [105][3260/3757] lr: 6.451e-02, eta: 5 days, 12:49:35, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6180, loss_cls: 2.8572, loss: 2.8572, grad_norm: 2.5619 2020-07-27 16:14:55,140 - mmaction - INFO - Epoch [105][3280/3757] lr: 6.451e-02, eta: 5 days, 12:49:16, time: 0.793, data_time: 0.001, memory: 6196, top1_acc: 0.3312, top5_acc: 0.6125, loss_cls: 2.9748, loss: 2.9748, grad_norm: 2.5845 2020-07-27 16:15:10,996 - mmaction - INFO - Epoch [105][3300/3757] lr: 6.451e-02, eta: 5 days, 12:48:57, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6328, loss_cls: 2.8542, loss: 2.8542, grad_norm: 2.5664 2020-07-27 16:15:27,484 - mmaction - INFO - Epoch [105][3320/3757] lr: 6.451e-02, eta: 5 days, 12:48:40, time: 0.825, data_time: 0.030, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6227, loss_cls: 2.8330, loss: 2.8330, grad_norm: 2.6049 2020-07-27 16:15:43,564 - mmaction - INFO - Epoch [105][3340/3757] lr: 6.451e-02, eta: 5 days, 12:48:22, time: 0.804, data_time: 0.002, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6320, loss_cls: 2.8710, loss: 2.8710, grad_norm: 2.6537 2020-07-27 16:15:59,717 - mmaction - INFO - Epoch [105][3360/3757] lr: 6.451e-02, eta: 5 days, 12:48:03, time: 0.808, data_time: 0.001, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6305, loss_cls: 2.8517, loss: 2.8517, grad_norm: 2.5638 2020-07-27 16:16:17,732 - mmaction - INFO - Epoch [105][3380/3757] lr: 6.451e-02, eta: 5 days, 12:47:49, time: 0.900, data_time: 0.001, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6258, loss_cls: 2.9122, loss: 2.9122, grad_norm: 2.6552 2020-07-27 16:16:38,818 - mmaction - INFO - Epoch [105][3400/3757] lr: 6.451e-02, eta: 5 days, 12:47:40, time: 1.056, data_time: 0.002, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5984, loss_cls: 2.9630, loss: 2.9630, grad_norm: 2.6095 2020-07-27 16:16:55,127 - mmaction - INFO - Epoch [105][3420/3757] lr: 6.451e-02, eta: 5 days, 12:47:22, time: 0.815, data_time: 0.001, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6172, loss_cls: 2.9102, loss: 2.9102, grad_norm: 2.5647 2020-07-27 16:17:11,679 - mmaction - INFO - Epoch [105][3440/3757] lr: 6.451e-02, eta: 5 days, 12:47:05, time: 0.828, data_time: 0.001, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6203, loss_cls: 2.9218, loss: 2.9218, grad_norm: 2.6374 2020-07-27 16:17:27,639 - mmaction - INFO - Epoch [105][3460/3757] lr: 6.451e-02, eta: 5 days, 12:46:46, time: 0.798, data_time: 0.008, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6461, loss_cls: 2.7709, loss: 2.7709, grad_norm: 2.6313 2020-07-27 16:17:43,467 - mmaction - INFO - Epoch [105][3480/3757] lr: 6.451e-02, eta: 5 days, 12:46:28, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6141, loss_cls: 2.8546, loss: 2.8546, grad_norm: 2.6316 2020-07-27 16:17:59,254 - mmaction - INFO - Epoch [105][3500/3757] lr: 6.451e-02, eta: 5 days, 12:46:09, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6172, loss_cls: 2.8858, loss: 2.8858, grad_norm: 2.6436 2020-07-27 16:18:15,069 - mmaction - INFO - Epoch [105][3520/3757] lr: 6.451e-02, eta: 5 days, 12:45:50, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3797, top5_acc: 0.6305, loss_cls: 2.8053, loss: 2.8053, grad_norm: 2.6123 2020-07-27 16:18:30,888 - mmaction - INFO - Epoch [105][3540/3757] lr: 6.451e-02, eta: 5 days, 12:45:31, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6133, loss_cls: 2.8222, loss: 2.8222, grad_norm: 2.5931 2020-07-27 16:18:46,622 - mmaction - INFO - Epoch [105][3560/3757] lr: 6.451e-02, eta: 5 days, 12:45:12, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6070, loss_cls: 2.9205, loss: 2.9205, grad_norm: 2.5745 2020-07-27 16:19:02,455 - mmaction - INFO - Epoch [105][3580/3757] lr: 6.451e-02, eta: 5 days, 12:44:53, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6258, loss_cls: 2.8200, loss: 2.8200, grad_norm: 2.5634 2020-07-27 16:19:18,275 - mmaction - INFO - Epoch [105][3600/3757] lr: 6.451e-02, eta: 5 days, 12:44:34, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6172, loss_cls: 2.8970, loss: 2.8970, grad_norm: 2.6104 2020-07-27 16:19:34,353 - mmaction - INFO - Epoch [105][3620/3757] lr: 6.451e-02, eta: 5 days, 12:44:16, time: 0.804, data_time: 0.001, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6133, loss_cls: 2.9264, loss: 2.9264, grad_norm: 2.6072 2020-07-27 16:19:50,309 - mmaction - INFO - Epoch [105][3640/3757] lr: 6.451e-02, eta: 5 days, 12:43:57, time: 0.798, data_time: 0.003, memory: 6196, top1_acc: 0.4000, top5_acc: 0.6281, loss_cls: 2.7826, loss: 2.7826, grad_norm: 2.6465 2020-07-27 16:20:06,154 - mmaction - INFO - Epoch [105][3660/3757] lr: 6.451e-02, eta: 5 days, 12:43:39, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6109, loss_cls: 2.9188, loss: 2.9188, grad_norm: 2.6395 2020-07-27 16:20:21,840 - mmaction - INFO - Epoch [105][3680/3757] lr: 6.451e-02, eta: 5 days, 12:43:19, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6195, loss_cls: 2.8338, loss: 2.8338, grad_norm: 2.6175 2020-07-27 16:20:37,607 - mmaction - INFO - Epoch [105][3700/3757] lr: 6.451e-02, eta: 5 days, 12:43:00, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6227, loss_cls: 2.8494, loss: 2.8494, grad_norm: 2.6471 2020-07-27 16:20:53,462 - mmaction - INFO - Epoch [105][3720/3757] lr: 6.451e-02, eta: 5 days, 12:42:42, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.5867, loss_cls: 3.0134, loss: 3.0134, grad_norm: 2.7358 2020-07-27 16:21:09,168 - mmaction - INFO - Epoch [105][3740/3757] lr: 6.451e-02, eta: 5 days, 12:42:23, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6172, loss_cls: 2.9329, loss: 2.9329, grad_norm: 2.5986 2020-07-27 16:26:01,420 - mmaction - INFO - Epoch [106][20/3757] lr: 6.393e-02, eta: 5 days, 12:49:36, time: 13.413, data_time: 12.501, memory: 6196, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.7269, loss: 2.7269, grad_norm: 2.5431 2020-07-27 16:26:17,125 - mmaction - INFO - Epoch [106][40/3757] lr: 6.393e-02, eta: 5 days, 12:49:17, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6031, loss_cls: 2.9179, loss: 2.9179, grad_norm: 2.6277 2020-07-27 16:26:32,850 - mmaction - INFO - Epoch [106][60/3757] lr: 6.393e-02, eta: 5 days, 12:48:58, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 2.9528, loss: 2.9528, grad_norm: 2.5833 2020-07-27 16:26:48,609 - mmaction - INFO - Epoch [106][80/3757] lr: 6.393e-02, eta: 5 days, 12:48:39, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3867, top5_acc: 0.6508, loss_cls: 2.7575, loss: 2.7575, grad_norm: 2.6110 2020-07-27 16:27:04,381 - mmaction - INFO - Epoch [106][100/3757] lr: 6.393e-02, eta: 5 days, 12:48:20, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6320, loss_cls: 2.8050, loss: 2.8050, grad_norm: 2.7085 2020-07-27 16:27:20,144 - mmaction - INFO - Epoch [106][120/3757] lr: 6.393e-02, eta: 5 days, 12:48:01, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6242, loss_cls: 2.8773, loss: 2.8773, grad_norm: 2.6638 2020-07-27 16:27:35,894 - mmaction - INFO - Epoch [106][140/3757] lr: 6.393e-02, eta: 5 days, 12:47:42, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.8018, loss: 2.8018, grad_norm: 2.6348 2020-07-27 16:27:51,704 - mmaction - INFO - Epoch [106][160/3757] lr: 6.393e-02, eta: 5 days, 12:47:23, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6352, loss_cls: 2.7929, loss: 2.7929, grad_norm: 2.6372 2020-07-27 16:28:07,541 - mmaction - INFO - Epoch [106][180/3757] lr: 6.393e-02, eta: 5 days, 12:47:04, time: 0.793, data_time: 0.008, memory: 6196, top1_acc: 0.3367, top5_acc: 0.6219, loss_cls: 2.9039, loss: 2.9039, grad_norm: 2.6471 2020-07-27 16:28:23,291 - mmaction - INFO - Epoch [106][200/3757] lr: 6.393e-02, eta: 5 days, 12:46:45, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6562, loss_cls: 2.7851, loss: 2.7851, grad_norm: 2.5879 2020-07-27 16:28:39,068 - mmaction - INFO - Epoch [106][220/3757] lr: 6.393e-02, eta: 5 days, 12:46:26, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.9096, loss: 2.9096, grad_norm: 2.6297 2020-07-27 16:28:55,761 - mmaction - INFO - Epoch [106][240/3757] lr: 6.393e-02, eta: 5 days, 12:46:09, time: 0.834, data_time: 0.003, memory: 6196, top1_acc: 0.4070, top5_acc: 0.6406, loss_cls: 2.7025, loss: 2.7025, grad_norm: 2.6081 2020-07-27 16:29:12,286 - mmaction - INFO - Epoch [106][260/3757] lr: 6.393e-02, eta: 5 days, 12:45:52, time: 0.827, data_time: 0.004, memory: 6196, top1_acc: 0.3805, top5_acc: 0.6203, loss_cls: 2.8000, loss: 2.8000, grad_norm: 2.6962 2020-07-27 16:29:28,104 - mmaction - INFO - Epoch [106][280/3757] lr: 6.393e-02, eta: 5 days, 12:45:33, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6289, loss_cls: 2.8479, loss: 2.8479, grad_norm: 2.6801 2020-07-27 16:29:44,119 - mmaction - INFO - Epoch [106][300/3757] lr: 6.393e-02, eta: 5 days, 12:45:14, time: 0.801, data_time: 0.004, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6258, loss_cls: 2.8943, loss: 2.8943, grad_norm: 2.6213 2020-07-27 16:30:00,501 - mmaction - INFO - Epoch [106][320/3757] lr: 6.393e-02, eta: 5 days, 12:44:57, time: 0.820, data_time: 0.004, memory: 6196, top1_acc: 0.3711, top5_acc: 0.5953, loss_cls: 2.8505, loss: 2.8505, grad_norm: 2.6612 2020-07-27 16:30:16,553 - mmaction - INFO - Epoch [106][340/3757] lr: 6.393e-02, eta: 5 days, 12:44:38, time: 0.802, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6062, loss_cls: 2.9152, loss: 2.9152, grad_norm: 2.5871 2020-07-27 16:30:32,457 - mmaction - INFO - Epoch [106][360/3757] lr: 6.393e-02, eta: 5 days, 12:44:19, time: 0.796, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6211, loss_cls: 2.8670, loss: 2.8670, grad_norm: 2.6094 2020-07-27 16:30:48,230 - mmaction - INFO - Epoch [106][380/3757] lr: 6.393e-02, eta: 5 days, 12:44:00, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 2.9555, loss: 2.9555, grad_norm: 2.6345 2020-07-27 16:31:03,946 - mmaction - INFO - Epoch [106][400/3757] lr: 6.393e-02, eta: 5 days, 12:43:41, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6047, loss_cls: 2.9759, loss: 2.9759, grad_norm: 2.5852 2020-07-27 16:31:20,087 - mmaction - INFO - Epoch [106][420/3757] lr: 6.393e-02, eta: 5 days, 12:43:23, time: 0.807, data_time: 0.003, memory: 6196, top1_acc: 0.3883, top5_acc: 0.6438, loss_cls: 2.7539, loss: 2.7539, grad_norm: 2.5674 2020-07-27 16:31:35,858 - mmaction - INFO - Epoch [106][440/3757] lr: 6.393e-02, eta: 5 days, 12:43:04, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6031, loss_cls: 2.9624, loss: 2.9624, grad_norm: 2.6579 2020-07-27 16:31:52,419 - mmaction - INFO - Epoch [106][460/3757] lr: 6.393e-02, eta: 5 days, 12:42:47, time: 0.830, data_time: 0.005, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6359, loss_cls: 2.8586, loss: 2.8586, grad_norm: 2.6061 2020-07-27 16:32:08,289 - mmaction - INFO - Epoch [106][480/3757] lr: 6.393e-02, eta: 5 days, 12:42:28, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6305, loss_cls: 2.8544, loss: 2.8544, grad_norm: 2.6646 2020-07-27 16:32:24,078 - mmaction - INFO - Epoch [106][500/3757] lr: 6.393e-02, eta: 5 days, 12:42:09, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6195, loss_cls: 2.8478, loss: 2.8478, grad_norm: 2.5692 2020-07-27 16:32:39,828 - mmaction - INFO - Epoch [106][520/3757] lr: 6.393e-02, eta: 5 days, 12:41:50, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6148, loss_cls: 2.9074, loss: 2.9074, grad_norm: 2.5690 2020-07-27 16:32:55,585 - mmaction - INFO - Epoch [106][540/3757] lr: 6.393e-02, eta: 5 days, 12:41:31, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6398, loss_cls: 2.7618, loss: 2.7618, grad_norm: 2.5193 2020-07-27 16:33:11,394 - mmaction - INFO - Epoch [106][560/3757] lr: 6.393e-02, eta: 5 days, 12:41:12, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6273, loss_cls: 2.8186, loss: 2.8186, grad_norm: 2.6612 2020-07-27 16:33:27,215 - mmaction - INFO - Epoch [106][580/3757] lr: 6.393e-02, eta: 5 days, 12:40:53, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6242, loss_cls: 2.8383, loss: 2.8383, grad_norm: 2.6995 2020-07-27 16:33:42,975 - mmaction - INFO - Epoch [106][600/3757] lr: 6.393e-02, eta: 5 days, 12:40:34, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3883, top5_acc: 0.6359, loss_cls: 2.7670, loss: 2.7670, grad_norm: 2.5578 2020-07-27 16:33:58,774 - mmaction - INFO - Epoch [106][620/3757] lr: 6.393e-02, eta: 5 days, 12:40:15, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6195, loss_cls: 2.8940, loss: 2.8940, grad_norm: 2.6885 2020-07-27 16:34:14,507 - mmaction - INFO - Epoch [106][640/3757] lr: 6.393e-02, eta: 5 days, 12:39:56, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6047, loss_cls: 2.9468, loss: 2.9468, grad_norm: 2.7248 2020-07-27 16:34:30,243 - mmaction - INFO - Epoch [106][660/3757] lr: 6.393e-02, eta: 5 days, 12:39:37, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6117, loss_cls: 2.9118, loss: 2.9118, grad_norm: 2.6168 2020-07-27 16:34:46,000 - mmaction - INFO - Epoch [106][680/3757] lr: 6.393e-02, eta: 5 days, 12:39:18, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6117, loss_cls: 2.8591, loss: 2.8591, grad_norm: 2.7165 2020-07-27 16:35:01,817 - mmaction - INFO - Epoch [106][700/3757] lr: 6.393e-02, eta: 5 days, 12:38:59, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6273, loss_cls: 2.8744, loss: 2.8744, grad_norm: 2.6741 2020-07-27 16:35:17,557 - mmaction - INFO - Epoch [106][720/3757] lr: 6.393e-02, eta: 5 days, 12:38:40, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6227, loss_cls: 2.8689, loss: 2.8689, grad_norm: 2.6154 2020-07-27 16:35:33,347 - mmaction - INFO - Epoch [106][740/3757] lr: 6.393e-02, eta: 5 days, 12:38:21, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6398, loss_cls: 2.7682, loss: 2.7682, grad_norm: 2.6053 2020-07-27 16:35:49,198 - mmaction - INFO - Epoch [106][760/3757] lr: 6.393e-02, eta: 5 days, 12:38:02, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6234, loss_cls: 2.9129, loss: 2.9129, grad_norm: 2.6181 2020-07-27 16:36:05,303 - mmaction - INFO - Epoch [106][780/3757] lr: 6.393e-02, eta: 5 days, 12:37:44, time: 0.805, data_time: 0.016, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6219, loss_cls: 2.8185, loss: 2.8185, grad_norm: 2.6227 2020-07-27 16:36:21,049 - mmaction - INFO - Epoch [106][800/3757] lr: 6.393e-02, eta: 5 days, 12:37:25, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6102, loss_cls: 2.8789, loss: 2.8789, grad_norm: 2.5530 2020-07-27 16:36:36,882 - mmaction - INFO - Epoch [106][820/3757] lr: 6.393e-02, eta: 5 days, 12:37:06, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6078, loss_cls: 2.9457, loss: 2.9457, grad_norm: 2.6678 2020-07-27 16:36:52,676 - mmaction - INFO - Epoch [106][840/3757] lr: 6.393e-02, eta: 5 days, 12:36:47, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3922, top5_acc: 0.6328, loss_cls: 2.7906, loss: 2.7906, grad_norm: 2.6048 2020-07-27 16:37:08,493 - mmaction - INFO - Epoch [106][860/3757] lr: 6.393e-02, eta: 5 days, 12:36:28, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6133, loss_cls: 2.9090, loss: 2.9090, grad_norm: 2.6739 2020-07-27 16:37:24,305 - mmaction - INFO - Epoch [106][880/3757] lr: 6.393e-02, eta: 5 days, 12:36:09, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6016, loss_cls: 2.9750, loss: 2.9750, grad_norm: 2.6493 2020-07-27 16:37:40,566 - mmaction - INFO - Epoch [106][900/3757] lr: 6.393e-02, eta: 5 days, 12:35:51, time: 0.813, data_time: 0.020, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6297, loss_cls: 2.8603, loss: 2.8603, grad_norm: 2.5808 2020-07-27 16:37:56,285 - mmaction - INFO - Epoch [106][920/3757] lr: 6.393e-02, eta: 5 days, 12:35:32, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6367, loss_cls: 2.8232, loss: 2.8232, grad_norm: 2.5694 2020-07-27 16:38:12,554 - mmaction - INFO - Epoch [106][940/3757] lr: 6.393e-02, eta: 5 days, 12:35:14, time: 0.813, data_time: 0.027, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6336, loss_cls: 2.8417, loss: 2.8417, grad_norm: 2.6849 2020-07-27 16:38:28,265 - mmaction - INFO - Epoch [106][960/3757] lr: 6.393e-02, eta: 5 days, 12:34:55, time: 0.785, data_time: 0.004, memory: 6196, top1_acc: 0.3844, top5_acc: 0.6320, loss_cls: 2.7746, loss: 2.7746, grad_norm: 2.5875 2020-07-27 16:38:44,003 - mmaction - INFO - Epoch [106][980/3757] lr: 6.393e-02, eta: 5 days, 12:34:36, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6188, loss_cls: 2.8466, loss: 2.8466, grad_norm: 2.6720 2020-07-27 16:38:59,922 - mmaction - INFO - Epoch [106][1000/3757] lr: 6.393e-02, eta: 5 days, 12:34:18, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5680, loss_cls: 3.1108, loss: 3.1108, grad_norm: 2.7054 2020-07-27 16:39:15,601 - mmaction - INFO - Epoch [106][1020/3757] lr: 6.393e-02, eta: 5 days, 12:33:58, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6086, loss_cls: 2.9220, loss: 2.9220, grad_norm: 2.5409 2020-07-27 16:39:31,357 - mmaction - INFO - Epoch [106][1040/3757] lr: 6.393e-02, eta: 5 days, 12:33:39, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6344, loss_cls: 2.7910, loss: 2.7910, grad_norm: 2.5200 2020-07-27 16:39:47,562 - mmaction - INFO - Epoch [106][1060/3757] lr: 6.393e-02, eta: 5 days, 12:33:21, time: 0.810, data_time: 0.023, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6086, loss_cls: 2.9886, loss: 2.9886, grad_norm: 2.6230 2020-07-27 16:40:03,469 - mmaction - INFO - Epoch [106][1080/3757] lr: 6.393e-02, eta: 5 days, 12:33:03, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6156, loss_cls: 2.9633, loss: 2.9633, grad_norm: 2.6604 2020-07-27 16:40:19,164 - mmaction - INFO - Epoch [106][1100/3757] lr: 6.393e-02, eta: 5 days, 12:32:43, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6008, loss_cls: 2.9925, loss: 2.9925, grad_norm: 2.6184 2020-07-27 16:40:34,958 - mmaction - INFO - Epoch [106][1120/3757] lr: 6.393e-02, eta: 5 days, 12:32:25, time: 0.790, data_time: 0.002, memory: 6196, top1_acc: 0.3836, top5_acc: 0.6266, loss_cls: 2.8279, loss: 2.8279, grad_norm: 2.5527 2020-07-27 16:40:50,840 - mmaction - INFO - Epoch [106][1140/3757] lr: 6.393e-02, eta: 5 days, 12:32:06, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.8510, loss: 2.8510, grad_norm: 2.6114 2020-07-27 16:41:06,643 - mmaction - INFO - Epoch [106][1160/3757] lr: 6.393e-02, eta: 5 days, 12:31:47, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6234, loss_cls: 2.8560, loss: 2.8560, grad_norm: 2.5441 2020-07-27 16:41:22,483 - mmaction - INFO - Epoch [106][1180/3757] lr: 6.393e-02, eta: 5 days, 12:31:28, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6109, loss_cls: 2.9471, loss: 2.9471, grad_norm: 2.6104 2020-07-27 16:41:38,204 - mmaction - INFO - Epoch [106][1200/3757] lr: 6.393e-02, eta: 5 days, 12:31:09, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3641, top5_acc: 0.5883, loss_cls: 2.9960, loss: 2.9960, grad_norm: 2.5690 2020-07-27 16:41:54,050 - mmaction - INFO - Epoch [106][1220/3757] lr: 6.393e-02, eta: 5 days, 12:30:50, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6203, loss_cls: 2.8373, loss: 2.8373, grad_norm: 2.6211 2020-07-27 16:42:09,839 - mmaction - INFO - Epoch [106][1240/3757] lr: 6.393e-02, eta: 5 days, 12:30:31, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6016, loss_cls: 2.8965, loss: 2.8965, grad_norm: 2.6838 2020-07-27 16:42:25,609 - mmaction - INFO - Epoch [106][1260/3757] lr: 6.393e-02, eta: 5 days, 12:30:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3906, top5_acc: 0.6477, loss_cls: 2.8089, loss: 2.8089, grad_norm: 2.5914 2020-07-27 16:42:41,403 - mmaction - INFO - Epoch [106][1280/3757] lr: 6.393e-02, eta: 5 days, 12:29:53, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6320, loss_cls: 2.8530, loss: 2.8530, grad_norm: 2.6355 2020-07-27 16:42:57,160 - mmaction - INFO - Epoch [106][1300/3757] lr: 6.393e-02, eta: 5 days, 12:29:34, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6195, loss_cls: 2.8378, loss: 2.8378, grad_norm: 2.6406 2020-07-27 16:43:12,864 - mmaction - INFO - Epoch [106][1320/3757] lr: 6.393e-02, eta: 5 days, 12:29:15, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.6039, loss_cls: 2.9476, loss: 2.9476, grad_norm: 2.5732 2020-07-27 16:43:28,637 - mmaction - INFO - Epoch [106][1340/3757] lr: 6.393e-02, eta: 5 days, 12:28:56, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6094, loss_cls: 2.8966, loss: 2.8966, grad_norm: 2.5572 2020-07-27 16:43:44,393 - mmaction - INFO - Epoch [106][1360/3757] lr: 6.393e-02, eta: 5 days, 12:28:37, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.7474, loss: 2.7474, grad_norm: 2.5401 2020-07-27 16:44:00,099 - mmaction - INFO - Epoch [106][1380/3757] lr: 6.393e-02, eta: 5 days, 12:28:18, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6250, loss_cls: 2.8332, loss: 2.8332, grad_norm: 2.5554 2020-07-27 16:44:16,767 - mmaction - INFO - Epoch [106][1400/3757] lr: 6.393e-02, eta: 5 days, 12:28:01, time: 0.833, data_time: 0.004, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6102, loss_cls: 2.9057, loss: 2.9057, grad_norm: 2.7124 2020-07-27 16:44:32,679 - mmaction - INFO - Epoch [106][1420/3757] lr: 6.393e-02, eta: 5 days, 12:27:42, time: 0.795, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6211, loss_cls: 2.8729, loss: 2.8729, grad_norm: 2.6225 2020-07-27 16:44:48,484 - mmaction - INFO - Epoch [106][1440/3757] lr: 6.393e-02, eta: 5 days, 12:27:23, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6281, loss_cls: 2.8163, loss: 2.8163, grad_norm: 2.5721 2020-07-27 16:45:04,446 - mmaction - INFO - Epoch [106][1460/3757] lr: 6.393e-02, eta: 5 days, 12:27:05, time: 0.799, data_time: 0.004, memory: 6196, top1_acc: 0.3883, top5_acc: 0.6391, loss_cls: 2.7675, loss: 2.7675, grad_norm: 2.5674 2020-07-27 16:45:20,135 - mmaction - INFO - Epoch [106][1480/3757] lr: 6.393e-02, eta: 5 days, 12:26:46, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5930, loss_cls: 2.9762, loss: 2.9762, grad_norm: 2.5512 2020-07-27 16:45:35,922 - mmaction - INFO - Epoch [106][1500/3757] lr: 6.393e-02, eta: 5 days, 12:26:27, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6133, loss_cls: 2.9039, loss: 2.9039, grad_norm: 2.6119 2020-07-27 16:45:51,731 - mmaction - INFO - Epoch [106][1520/3757] lr: 6.393e-02, eta: 5 days, 12:26:08, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5852, loss_cls: 2.9091, loss: 2.9091, grad_norm: 2.6897 2020-07-27 16:46:07,506 - mmaction - INFO - Epoch [106][1540/3757] lr: 6.393e-02, eta: 5 days, 12:25:49, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3711, top5_acc: 0.6203, loss_cls: 2.8679, loss: 2.8679, grad_norm: 2.6282 2020-07-27 16:46:23,319 - mmaction - INFO - Epoch [106][1560/3757] lr: 6.393e-02, eta: 5 days, 12:25:30, time: 0.792, data_time: 0.005, memory: 6196, top1_acc: 0.3719, top5_acc: 0.5906, loss_cls: 2.9607, loss: 2.9607, grad_norm: 2.6025 2020-07-27 16:46:39,161 - mmaction - INFO - Epoch [106][1580/3757] lr: 6.393e-02, eta: 5 days, 12:25:11, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3273, top5_acc: 0.6203, loss_cls: 2.9212, loss: 2.9212, grad_norm: 2.6272 2020-07-27 16:46:55,064 - mmaction - INFO - Epoch [106][1600/3757] lr: 6.393e-02, eta: 5 days, 12:24:53, time: 0.797, data_time: 0.005, memory: 6196, top1_acc: 0.3352, top5_acc: 0.5938, loss_cls: 3.0194, loss: 3.0194, grad_norm: 2.6300 2020-07-27 16:47:10,765 - mmaction - INFO - Epoch [106][1620/3757] lr: 6.393e-02, eta: 5 days, 12:24:33, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6219, loss_cls: 2.9445, loss: 2.9445, grad_norm: 2.6559 2020-07-27 16:47:26,654 - mmaction - INFO - Epoch [106][1640/3757] lr: 6.393e-02, eta: 5 days, 12:24:15, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3844, top5_acc: 0.6352, loss_cls: 2.8294, loss: 2.8294, grad_norm: 2.5676 2020-07-27 16:47:42,413 - mmaction - INFO - Epoch [106][1660/3757] lr: 6.393e-02, eta: 5 days, 12:23:56, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6117, loss_cls: 2.9850, loss: 2.9850, grad_norm: 2.5835 2020-07-27 16:47:58,351 - mmaction - INFO - Epoch [106][1680/3757] lr: 6.393e-02, eta: 5 days, 12:23:37, time: 0.797, data_time: 0.012, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6109, loss_cls: 2.8767, loss: 2.8767, grad_norm: 2.5659 2020-07-27 16:48:14,238 - mmaction - INFO - Epoch [106][1700/3757] lr: 6.393e-02, eta: 5 days, 12:23:18, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6203, loss_cls: 2.8711, loss: 2.8711, grad_norm: 2.6002 2020-07-27 16:48:30,092 - mmaction - INFO - Epoch [106][1720/3757] lr: 6.393e-02, eta: 5 days, 12:23:00, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3727, top5_acc: 0.5969, loss_cls: 2.9282, loss: 2.9282, grad_norm: 2.5780 2020-07-27 16:48:45,790 - mmaction - INFO - Epoch [106][1740/3757] lr: 6.393e-02, eta: 5 days, 12:22:40, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6359, loss_cls: 2.8821, loss: 2.8821, grad_norm: 2.6314 2020-07-27 16:49:01,522 - mmaction - INFO - Epoch [106][1760/3757] lr: 6.393e-02, eta: 5 days, 12:22:21, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3812, top5_acc: 0.6367, loss_cls: 2.8037, loss: 2.8037, grad_norm: 2.6784 2020-07-27 16:49:17,266 - mmaction - INFO - Epoch [106][1780/3757] lr: 6.393e-02, eta: 5 days, 12:22:02, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6320, loss_cls: 2.8419, loss: 2.8419, grad_norm: 2.6503 2020-07-27 16:49:33,379 - mmaction - INFO - Epoch [106][1800/3757] lr: 6.393e-02, eta: 5 days, 12:21:44, time: 0.806, data_time: 0.021, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6172, loss_cls: 2.8431, loss: 2.8431, grad_norm: 2.5906 2020-07-27 16:49:50,124 - mmaction - INFO - Epoch [106][1820/3757] lr: 6.393e-02, eta: 5 days, 12:21:27, time: 0.837, data_time: 0.003, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6164, loss_cls: 2.9006, loss: 2.9006, grad_norm: 2.5834 2020-07-27 16:50:06,195 - mmaction - INFO - Epoch [106][1840/3757] lr: 6.393e-02, eta: 5 days, 12:21:09, time: 0.803, data_time: 0.017, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6047, loss_cls: 2.9214, loss: 2.9214, grad_norm: 2.6951 2020-07-27 16:50:22,573 - mmaction - INFO - Epoch [106][1860/3757] lr: 6.393e-02, eta: 5 days, 12:20:51, time: 0.819, data_time: 0.001, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6180, loss_cls: 2.8815, loss: 2.8815, grad_norm: 2.5856 2020-07-27 16:50:38,407 - mmaction - INFO - Epoch [106][1880/3757] lr: 6.393e-02, eta: 5 days, 12:20:32, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6102, loss_cls: 2.9400, loss: 2.9400, grad_norm: 2.6198 2020-07-27 16:50:54,947 - mmaction - INFO - Epoch [106][1900/3757] lr: 6.393e-02, eta: 5 days, 12:20:15, time: 0.826, data_time: 0.001, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6172, loss_cls: 2.8552, loss: 2.8552, grad_norm: 2.5936 2020-07-27 16:51:10,855 - mmaction - INFO - Epoch [106][1920/3757] lr: 6.393e-02, eta: 5 days, 12:19:56, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6289, loss_cls: 2.8391, loss: 2.8391, grad_norm: 2.5982 2020-07-27 16:51:28,086 - mmaction - INFO - Epoch [106][1940/3757] lr: 6.393e-02, eta: 5 days, 12:19:40, time: 0.861, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6148, loss_cls: 2.8739, loss: 2.8739, grad_norm: 2.6155 2020-07-27 16:51:43,799 - mmaction - INFO - Epoch [106][1960/3757] lr: 6.393e-02, eta: 5 days, 12:19:21, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6328, loss_cls: 2.8748, loss: 2.8748, grad_norm: 2.5986 2020-07-27 16:51:59,656 - mmaction - INFO - Epoch [106][1980/3757] lr: 6.393e-02, eta: 5 days, 12:19:02, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6383, loss_cls: 2.8113, loss: 2.8113, grad_norm: 2.6133 2020-07-27 16:52:15,962 - mmaction - INFO - Epoch [106][2000/3757] lr: 6.393e-02, eta: 5 days, 12:18:44, time: 0.814, data_time: 0.001, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6070, loss_cls: 2.9108, loss: 2.9108, grad_norm: 2.6157 2020-07-27 16:52:32,673 - mmaction - INFO - Epoch [106][2020/3757] lr: 6.393e-02, eta: 5 days, 12:18:27, time: 0.837, data_time: 0.005, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6180, loss_cls: 2.8990, loss: 2.8990, grad_norm: 2.5985 2020-07-27 16:52:48,405 - mmaction - INFO - Epoch [106][2040/3757] lr: 6.393e-02, eta: 5 days, 12:18:08, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3828, top5_acc: 0.6367, loss_cls: 2.8229, loss: 2.8229, grad_norm: 2.5990 2020-07-27 16:53:04,532 - mmaction - INFO - Epoch [106][2060/3757] lr: 6.393e-02, eta: 5 days, 12:17:50, time: 0.806, data_time: 0.021, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6031, loss_cls: 2.9627, loss: 2.9627, grad_norm: 2.7147 2020-07-27 16:53:20,219 - mmaction - INFO - Epoch [106][2080/3757] lr: 6.393e-02, eta: 5 days, 12:17:31, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3578, top5_acc: 0.5844, loss_cls: 3.0078, loss: 3.0078, grad_norm: 2.6893 2020-07-27 16:53:36,093 - mmaction - INFO - Epoch [106][2100/3757] lr: 6.393e-02, eta: 5 days, 12:17:12, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6188, loss_cls: 2.9176, loss: 2.9176, grad_norm: 2.5354 2020-07-27 16:53:51,740 - mmaction - INFO - Epoch [106][2120/3757] lr: 6.393e-02, eta: 5 days, 12:16:53, time: 0.782, data_time: 0.001, memory: 6196, top1_acc: 0.3234, top5_acc: 0.6008, loss_cls: 2.9616, loss: 2.9616, grad_norm: 2.6033 2020-07-27 16:54:07,524 - mmaction - INFO - Epoch [106][2140/3757] lr: 6.393e-02, eta: 5 days, 12:16:34, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6367, loss_cls: 2.8618, loss: 2.8618, grad_norm: 2.5832 2020-07-27 16:54:23,204 - mmaction - INFO - Epoch [106][2160/3757] lr: 6.393e-02, eta: 5 days, 12:16:15, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3875, top5_acc: 0.6453, loss_cls: 2.7573, loss: 2.7573, grad_norm: 2.5700 2020-07-27 16:54:38,993 - mmaction - INFO - Epoch [106][2180/3757] lr: 6.393e-02, eta: 5 days, 12:15:56, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6211, loss_cls: 2.9375, loss: 2.9375, grad_norm: 2.6376 2020-07-27 16:54:54,754 - mmaction - INFO - Epoch [106][2200/3757] lr: 6.393e-02, eta: 5 days, 12:15:37, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6156, loss_cls: 2.7878, loss: 2.7878, grad_norm: 2.5721 2020-07-27 16:55:10,612 - mmaction - INFO - Epoch [106][2220/3757] lr: 6.393e-02, eta: 5 days, 12:15:18, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3875, top5_acc: 0.6445, loss_cls: 2.7493, loss: 2.7493, grad_norm: 2.5386 2020-07-27 16:55:26,275 - mmaction - INFO - Epoch [106][2240/3757] lr: 6.393e-02, eta: 5 days, 12:14:59, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6039, loss_cls: 2.9409, loss: 2.9409, grad_norm: 2.6441 2020-07-27 16:55:42,017 - mmaction - INFO - Epoch [106][2260/3757] lr: 6.393e-02, eta: 5 days, 12:14:40, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3367, top5_acc: 0.5805, loss_cls: 3.0137, loss: 3.0137, grad_norm: 2.6462 2020-07-27 16:55:57,784 - mmaction - INFO - Epoch [106][2280/3757] lr: 6.393e-02, eta: 5 days, 12:14:21, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6086, loss_cls: 2.9668, loss: 2.9668, grad_norm: 2.6051 2020-07-27 16:56:13,503 - mmaction - INFO - Epoch [106][2300/3757] lr: 6.393e-02, eta: 5 days, 12:14:02, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6164, loss_cls: 2.8501, loss: 2.8501, grad_norm: 2.5861 2020-07-27 16:56:29,313 - mmaction - INFO - Epoch [106][2320/3757] lr: 6.393e-02, eta: 5 days, 12:13:43, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6109, loss_cls: 2.8369, loss: 2.8369, grad_norm: 2.6076 2020-07-27 16:56:45,112 - mmaction - INFO - Epoch [106][2340/3757] lr: 6.393e-02, eta: 5 days, 12:13:24, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6258, loss_cls: 2.8957, loss: 2.8957, grad_norm: 2.5981 2020-07-27 16:57:00,909 - mmaction - INFO - Epoch [106][2360/3757] lr: 6.393e-02, eta: 5 days, 12:13:05, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6016, loss_cls: 2.8961, loss: 2.8961, grad_norm: 2.6284 2020-07-27 16:57:16,735 - mmaction - INFO - Epoch [106][2380/3757] lr: 6.393e-02, eta: 5 days, 12:12:46, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3406, top5_acc: 0.5852, loss_cls: 2.9863, loss: 2.9863, grad_norm: 2.6101 2020-07-27 16:57:32,596 - mmaction - INFO - Epoch [106][2400/3757] lr: 6.393e-02, eta: 5 days, 12:12:28, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6352, loss_cls: 2.8286, loss: 2.8286, grad_norm: 2.5065 2020-07-27 16:57:48,253 - mmaction - INFO - Epoch [106][2420/3757] lr: 6.393e-02, eta: 5 days, 12:12:08, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6273, loss_cls: 2.8272, loss: 2.8272, grad_norm: 2.6231 2020-07-27 16:58:04,082 - mmaction - INFO - Epoch [106][2440/3757] lr: 6.393e-02, eta: 5 days, 12:11:50, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3641, top5_acc: 0.5930, loss_cls: 2.9496, loss: 2.9496, grad_norm: 2.5998 2020-07-27 16:58:19,830 - mmaction - INFO - Epoch [106][2460/3757] lr: 6.393e-02, eta: 5 days, 12:11:31, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5930, loss_cls: 2.9399, loss: 2.9399, grad_norm: 2.5437 2020-07-27 16:58:35,585 - mmaction - INFO - Epoch [106][2480/3757] lr: 6.393e-02, eta: 5 days, 12:11:12, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6242, loss_cls: 2.8781, loss: 2.8781, grad_norm: 2.5367 2020-07-27 16:58:51,374 - mmaction - INFO - Epoch [106][2500/3757] lr: 6.393e-02, eta: 5 days, 12:10:53, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6242, loss_cls: 2.8346, loss: 2.8346, grad_norm: 2.5368 2020-07-27 16:59:07,099 - mmaction - INFO - Epoch [106][2520/3757] lr: 6.393e-02, eta: 5 days, 12:10:34, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6422, loss_cls: 2.7424, loss: 2.7424, grad_norm: 2.6278 2020-07-27 16:59:22,834 - mmaction - INFO - Epoch [106][2540/3757] lr: 6.393e-02, eta: 5 days, 12:10:15, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6406, loss_cls: 2.8117, loss: 2.8117, grad_norm: 2.5709 2020-07-27 16:59:38,620 - mmaction - INFO - Epoch [106][2560/3757] lr: 6.393e-02, eta: 5 days, 12:09:56, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6016, loss_cls: 2.9336, loss: 2.9336, grad_norm: 2.6679 2020-07-27 16:59:54,578 - mmaction - INFO - Epoch [106][2580/3757] lr: 6.393e-02, eta: 5 days, 12:09:37, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6266, loss_cls: 2.8564, loss: 2.8564, grad_norm: 2.6224 2020-07-27 17:00:16,623 - mmaction - INFO - Epoch [106][2600/3757] lr: 6.393e-02, eta: 5 days, 12:09:30, time: 1.094, data_time: 0.016, memory: 6196, top1_acc: 0.3820, top5_acc: 0.6055, loss_cls: 2.8955, loss: 2.8955, grad_norm: 2.6053 2020-07-27 17:00:32,534 - mmaction - INFO - Epoch [106][2620/3757] lr: 6.393e-02, eta: 5 days, 12:09:12, time: 0.805, data_time: 0.018, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 3.0014, loss: 3.0014, grad_norm: 2.5321 2020-07-27 17:00:48,335 - mmaction - INFO - Epoch [106][2640/3757] lr: 6.393e-02, eta: 5 days, 12:08:53, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6258, loss_cls: 2.9079, loss: 2.9079, grad_norm: 2.4944 2020-07-27 17:01:04,167 - mmaction - INFO - Epoch [106][2660/3757] lr: 6.393e-02, eta: 5 days, 12:08:34, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6281, loss_cls: 2.8311, loss: 2.8311, grad_norm: 2.5905 2020-07-27 17:01:19,914 - mmaction - INFO - Epoch [106][2680/3757] lr: 6.393e-02, eta: 5 days, 12:08:15, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6234, loss_cls: 2.9073, loss: 2.9073, grad_norm: 2.6185 2020-07-27 17:01:35,638 - mmaction - INFO - Epoch [106][2700/3757] lr: 6.393e-02, eta: 5 days, 12:07:56, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3766, top5_acc: 0.6203, loss_cls: 2.8581, loss: 2.8581, grad_norm: 2.5971 2020-07-27 17:01:51,451 - mmaction - INFO - Epoch [106][2720/3757] lr: 6.393e-02, eta: 5 days, 12:07:37, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6117, loss_cls: 2.8964, loss: 2.8964, grad_norm: 2.6113 2020-07-27 17:02:07,216 - mmaction - INFO - Epoch [106][2740/3757] lr: 6.393e-02, eta: 5 days, 12:07:18, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6344, loss_cls: 2.7664, loss: 2.7664, grad_norm: 2.6575 2020-07-27 17:02:23,158 - mmaction - INFO - Epoch [106][2760/3757] lr: 6.393e-02, eta: 5 days, 12:07:00, time: 0.799, data_time: 0.006, memory: 6196, top1_acc: 0.3391, top5_acc: 0.5961, loss_cls: 2.9684, loss: 2.9684, grad_norm: 2.6699 2020-07-27 17:02:39,054 - mmaction - INFO - Epoch [106][2780/3757] lr: 6.393e-02, eta: 5 days, 12:06:41, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6109, loss_cls: 2.8787, loss: 2.8787, grad_norm: 2.6085 2020-07-27 17:02:54,868 - mmaction - INFO - Epoch [106][2800/3757] lr: 6.393e-02, eta: 5 days, 12:06:22, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3773, top5_acc: 0.6156, loss_cls: 2.8707, loss: 2.8707, grad_norm: 2.6231 2020-07-27 17:03:10,569 - mmaction - INFO - Epoch [106][2820/3757] lr: 6.393e-02, eta: 5 days, 12:06:03, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6195, loss_cls: 2.9043, loss: 2.9043, grad_norm: 2.6531 2020-07-27 17:03:26,349 - mmaction - INFO - Epoch [106][2840/3757] lr: 6.393e-02, eta: 5 days, 12:05:44, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6312, loss_cls: 2.9084, loss: 2.9084, grad_norm: 2.6437 2020-07-27 17:03:42,135 - mmaction - INFO - Epoch [106][2860/3757] lr: 6.393e-02, eta: 5 days, 12:05:25, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3461, top5_acc: 0.6023, loss_cls: 2.9438, loss: 2.9438, grad_norm: 2.6796 2020-07-27 17:03:57,897 - mmaction - INFO - Epoch [106][2880/3757] lr: 6.393e-02, eta: 5 days, 12:05:06, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6258, loss_cls: 2.8964, loss: 2.8964, grad_norm: 2.6344 2020-07-27 17:04:13,717 - mmaction - INFO - Epoch [106][2900/3757] lr: 6.393e-02, eta: 5 days, 12:04:47, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6094, loss_cls: 2.9288, loss: 2.9288, grad_norm: 2.6183 2020-07-27 17:04:29,481 - mmaction - INFO - Epoch [106][2920/3757] lr: 6.393e-02, eta: 5 days, 12:04:28, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6297, loss_cls: 2.8416, loss: 2.8416, grad_norm: 2.5777 2020-07-27 17:04:45,287 - mmaction - INFO - Epoch [106][2940/3757] lr: 6.393e-02, eta: 5 days, 12:04:10, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6047, loss_cls: 2.9045, loss: 2.9045, grad_norm: 2.5784 2020-07-27 17:05:00,978 - mmaction - INFO - Epoch [106][2960/3757] lr: 6.393e-02, eta: 5 days, 12:03:50, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6227, loss_cls: 2.8129, loss: 2.8129, grad_norm: 2.5991 2020-07-27 17:05:16,749 - mmaction - INFO - Epoch [106][2980/3757] lr: 6.393e-02, eta: 5 days, 12:03:32, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3281, top5_acc: 0.5891, loss_cls: 2.9939, loss: 2.9939, grad_norm: 2.6164 2020-07-27 17:05:32,477 - mmaction - INFO - Epoch [106][3000/3757] lr: 6.393e-02, eta: 5 days, 12:03:13, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6016, loss_cls: 2.8757, loss: 2.8757, grad_norm: 2.5616 2020-07-27 17:05:48,197 - mmaction - INFO - Epoch [106][3020/3757] lr: 6.393e-02, eta: 5 days, 12:02:54, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6227, loss_cls: 2.9681, loss: 2.9681, grad_norm: 2.6453 2020-07-27 17:06:03,946 - mmaction - INFO - Epoch [106][3040/3757] lr: 6.393e-02, eta: 5 days, 12:02:35, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6156, loss_cls: 2.8586, loss: 2.8586, grad_norm: 2.5992 2020-07-27 17:06:19,713 - mmaction - INFO - Epoch [106][3060/3757] lr: 6.393e-02, eta: 5 days, 12:02:16, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3805, top5_acc: 0.6406, loss_cls: 2.7711, loss: 2.7711, grad_norm: 2.5745 2020-07-27 17:06:35,498 - mmaction - INFO - Epoch [106][3080/3757] lr: 6.393e-02, eta: 5 days, 12:01:57, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6148, loss_cls: 2.8800, loss: 2.8800, grad_norm: 2.6203 2020-07-27 17:06:51,314 - mmaction - INFO - Epoch [106][3100/3757] lr: 6.393e-02, eta: 5 days, 12:01:38, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6062, loss_cls: 2.8871, loss: 2.8871, grad_norm: 2.5713 2020-07-27 17:07:07,169 - mmaction - INFO - Epoch [106][3120/3757] lr: 6.393e-02, eta: 5 days, 12:01:19, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6227, loss_cls: 2.9102, loss: 2.9102, grad_norm: 2.6604 2020-07-27 17:07:23,080 - mmaction - INFO - Epoch [106][3140/3757] lr: 6.393e-02, eta: 5 days, 12:01:00, time: 0.796, data_time: 0.010, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6289, loss_cls: 2.8373, loss: 2.8373, grad_norm: 2.6127 2020-07-27 17:07:38,846 - mmaction - INFO - Epoch [106][3160/3757] lr: 6.393e-02, eta: 5 days, 12:00:41, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6094, loss_cls: 2.9871, loss: 2.9871, grad_norm: 2.6487 2020-07-27 17:07:54,710 - mmaction - INFO - Epoch [106][3180/3757] lr: 6.393e-02, eta: 5 days, 12:00:23, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6188, loss_cls: 2.9301, loss: 2.9301, grad_norm: 2.5450 2020-07-27 17:08:10,466 - mmaction - INFO - Epoch [106][3200/3757] lr: 6.393e-02, eta: 5 days, 12:00:04, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6047, loss_cls: 2.9292, loss: 2.9292, grad_norm: 2.5128 2020-07-27 17:08:26,205 - mmaction - INFO - Epoch [106][3220/3757] lr: 6.393e-02, eta: 5 days, 11:59:45, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6055, loss_cls: 2.9296, loss: 2.9296, grad_norm: 2.6268 2020-07-27 17:08:42,024 - mmaction - INFO - Epoch [106][3240/3757] lr: 6.393e-02, eta: 5 days, 11:59:26, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6297, loss_cls: 2.8975, loss: 2.8975, grad_norm: 2.5683 2020-07-27 17:08:58,099 - mmaction - INFO - Epoch [106][3260/3757] lr: 6.393e-02, eta: 5 days, 11:59:08, time: 0.803, data_time: 0.016, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6289, loss_cls: 2.8684, loss: 2.8684, grad_norm: 2.6151 2020-07-27 17:09:13,924 - mmaction - INFO - Epoch [106][3280/3757] lr: 6.393e-02, eta: 5 days, 11:58:49, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6281, loss_cls: 2.8262, loss: 2.8262, grad_norm: 2.5928 2020-07-27 17:09:29,793 - mmaction - INFO - Epoch [106][3300/3757] lr: 6.393e-02, eta: 5 days, 11:58:30, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6031, loss_cls: 2.9630, loss: 2.9630, grad_norm: 2.6485 2020-07-27 17:09:45,557 - mmaction - INFO - Epoch [106][3320/3757] lr: 6.393e-02, eta: 5 days, 11:58:11, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6016, loss_cls: 3.0243, loss: 3.0243, grad_norm: 2.6329 2020-07-27 17:10:01,414 - mmaction - INFO - Epoch [106][3340/3757] lr: 6.393e-02, eta: 5 days, 11:57:52, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6117, loss_cls: 2.9226, loss: 2.9226, grad_norm: 2.6421 2020-07-27 17:10:17,183 - mmaction - INFO - Epoch [106][3360/3757] lr: 6.393e-02, eta: 5 days, 11:57:33, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3898, top5_acc: 0.6375, loss_cls: 2.7440, loss: 2.7440, grad_norm: 2.6372 2020-07-27 17:10:33,066 - mmaction - INFO - Epoch [106][3380/3757] lr: 6.393e-02, eta: 5 days, 11:57:15, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6102, loss_cls: 2.9096, loss: 2.9096, grad_norm: 2.6356 2020-07-27 17:10:48,810 - mmaction - INFO - Epoch [106][3400/3757] lr: 6.393e-02, eta: 5 days, 11:56:56, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6016, loss_cls: 2.9169, loss: 2.9169, grad_norm: 2.6271 2020-07-27 17:11:04,537 - mmaction - INFO - Epoch [106][3420/3757] lr: 6.393e-02, eta: 5 days, 11:56:37, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6086, loss_cls: 2.8916, loss: 2.8916, grad_norm: 2.6022 2020-07-27 17:11:20,347 - mmaction - INFO - Epoch [106][3440/3757] lr: 6.393e-02, eta: 5 days, 11:56:18, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 2.9767, loss: 2.9767, grad_norm: 2.6686 2020-07-27 17:11:36,175 - mmaction - INFO - Epoch [106][3460/3757] lr: 6.393e-02, eta: 5 days, 11:55:59, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6234, loss_cls: 2.8773, loss: 2.8773, grad_norm: 2.6268 2020-07-27 17:11:51,826 - mmaction - INFO - Epoch [106][3480/3757] lr: 6.393e-02, eta: 5 days, 11:55:40, time: 0.782, data_time: 0.001, memory: 6196, top1_acc: 0.3430, top5_acc: 0.5953, loss_cls: 2.9951, loss: 2.9951, grad_norm: 2.6717 2020-07-27 17:12:07,672 - mmaction - INFO - Epoch [106][3500/3757] lr: 6.393e-02, eta: 5 days, 11:55:21, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6266, loss_cls: 2.9169, loss: 2.9169, grad_norm: 2.6285 2020-07-27 17:12:23,528 - mmaction - INFO - Epoch [106][3520/3757] lr: 6.393e-02, eta: 5 days, 11:55:02, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6109, loss_cls: 2.9388, loss: 2.9388, grad_norm: 2.5908 2020-07-27 17:12:39,337 - mmaction - INFO - Epoch [106][3540/3757] lr: 6.393e-02, eta: 5 days, 11:54:44, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6320, loss_cls: 2.8479, loss: 2.8479, grad_norm: 2.5855 2020-07-27 17:12:55,108 - mmaction - INFO - Epoch [106][3560/3757] lr: 6.393e-02, eta: 5 days, 11:54:25, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3578, top5_acc: 0.6352, loss_cls: 2.8507, loss: 2.8507, grad_norm: 2.6085 2020-07-27 17:13:10,901 - mmaction - INFO - Epoch [106][3580/3757] lr: 6.393e-02, eta: 5 days, 11:54:06, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6203, loss_cls: 2.8842, loss: 2.8842, grad_norm: 2.6364 2020-07-27 17:13:26,696 - mmaction - INFO - Epoch [106][3600/3757] lr: 6.393e-02, eta: 5 days, 11:53:47, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6172, loss_cls: 2.8579, loss: 2.8579, grad_norm: 2.5381 2020-07-27 17:13:42,528 - mmaction - INFO - Epoch [106][3620/3757] lr: 6.393e-02, eta: 5 days, 11:53:28, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3383, top5_acc: 0.6000, loss_cls: 2.9926, loss: 2.9926, grad_norm: 2.6479 2020-07-27 17:13:58,350 - mmaction - INFO - Epoch [106][3640/3757] lr: 6.393e-02, eta: 5 days, 11:53:09, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.5977, loss_cls: 2.9320, loss: 2.9320, grad_norm: 2.6190 2020-07-27 17:14:14,088 - mmaction - INFO - Epoch [106][3660/3757] lr: 6.393e-02, eta: 5 days, 11:52:50, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6125, loss_cls: 2.8742, loss: 2.8742, grad_norm: 2.6477 2020-07-27 17:14:29,916 - mmaction - INFO - Epoch [106][3680/3757] lr: 6.393e-02, eta: 5 days, 11:52:32, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6312, loss_cls: 2.8457, loss: 2.8457, grad_norm: 2.6793 2020-07-27 17:14:45,676 - mmaction - INFO - Epoch [106][3700/3757] lr: 6.393e-02, eta: 5 days, 11:52:13, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6258, loss_cls: 2.8057, loss: 2.8057, grad_norm: 2.5964 2020-07-27 17:15:01,471 - mmaction - INFO - Epoch [106][3720/3757] lr: 6.393e-02, eta: 5 days, 11:51:54, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6016, loss_cls: 2.9399, loss: 2.9399, grad_norm: 2.7222 2020-07-27 17:15:17,306 - mmaction - INFO - Epoch [106][3740/3757] lr: 6.393e-02, eta: 5 days, 11:51:35, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5844, loss_cls: 2.9725, loss: 2.9725, grad_norm: 2.5537 2020-07-27 17:19:19,145 - mmaction - INFO - Epoch [107][20/3757] lr: 6.334e-02, eta: 5 days, 11:57:01, time: 10.841, data_time: 9.928, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6023, loss_cls: 2.8839, loss: 2.8839, grad_norm: 2.6017 2020-07-27 17:19:35,038 - mmaction - INFO - Epoch [107][40/3757] lr: 6.334e-02, eta: 5 days, 11:56:42, time: 0.794, data_time: 0.005, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6266, loss_cls: 2.8387, loss: 2.8387, grad_norm: 2.5363 2020-07-27 17:19:51,258 - mmaction - INFO - Epoch [107][60/3757] lr: 6.334e-02, eta: 5 days, 11:56:24, time: 0.810, data_time: 0.026, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6273, loss_cls: 2.8519, loss: 2.8519, grad_norm: 2.6031 2020-07-27 17:20:07,198 - mmaction - INFO - Epoch [107][80/3757] lr: 6.334e-02, eta: 5 days, 11:56:05, time: 0.798, data_time: 0.005, memory: 6196, top1_acc: 0.3500, top5_acc: 0.6133, loss_cls: 2.9033, loss: 2.9033, grad_norm: 2.6673 2020-07-27 17:20:22,928 - mmaction - INFO - Epoch [107][100/3757] lr: 6.334e-02, eta: 5 days, 11:55:46, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3797, top5_acc: 0.6406, loss_cls: 2.7858, loss: 2.7858, grad_norm: 2.6337 2020-07-27 17:20:38,744 - mmaction - INFO - Epoch [107][120/3757] lr: 6.334e-02, eta: 5 days, 11:55:27, time: 0.792, data_time: 0.006, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6078, loss_cls: 2.9288, loss: 2.9288, grad_norm: 2.6755 2020-07-27 17:20:54,481 - mmaction - INFO - Epoch [107][140/3757] lr: 6.334e-02, eta: 5 days, 11:55:08, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3820, top5_acc: 0.6180, loss_cls: 2.8245, loss: 2.8245, grad_norm: 2.6658 2020-07-27 17:21:10,240 - mmaction - INFO - Epoch [107][160/3757] lr: 6.334e-02, eta: 5 days, 11:54:49, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3359, top5_acc: 0.6094, loss_cls: 2.9506, loss: 2.9506, grad_norm: 2.6710 2020-07-27 17:21:26,032 - mmaction - INFO - Epoch [107][180/3757] lr: 6.334e-02, eta: 5 days, 11:54:31, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3445, top5_acc: 0.6086, loss_cls: 2.9063, loss: 2.9063, grad_norm: 2.6635 2020-07-27 17:21:41,750 - mmaction - INFO - Epoch [107][200/3757] lr: 6.334e-02, eta: 5 days, 11:54:12, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6477, loss_cls: 2.7811, loss: 2.7811, grad_norm: 2.6342 2020-07-27 17:21:57,589 - mmaction - INFO - Epoch [107][220/3757] lr: 6.334e-02, eta: 5 days, 11:53:53, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6406, loss_cls: 2.8059, loss: 2.8059, grad_norm: 2.6425 2020-07-27 17:22:13,304 - mmaction - INFO - Epoch [107][240/3757] lr: 6.334e-02, eta: 5 days, 11:53:34, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6195, loss_cls: 2.8553, loss: 2.8553, grad_norm: 2.6717 2020-07-27 17:22:29,032 - mmaction - INFO - Epoch [107][260/3757] lr: 6.334e-02, eta: 5 days, 11:53:15, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6289, loss_cls: 2.8541, loss: 2.8541, grad_norm: 2.5849 2020-07-27 17:22:45,404 - mmaction - INFO - Epoch [107][280/3757] lr: 6.334e-02, eta: 5 days, 11:52:57, time: 0.818, data_time: 0.032, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6070, loss_cls: 2.9256, loss: 2.9256, grad_norm: 2.6077 2020-07-27 17:23:01,281 - mmaction - INFO - Epoch [107][300/3757] lr: 6.334e-02, eta: 5 days, 11:52:38, time: 0.795, data_time: 0.005, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6180, loss_cls: 2.8779, loss: 2.8779, grad_norm: 2.5394 2020-07-27 17:23:17,423 - mmaction - INFO - Epoch [107][320/3757] lr: 6.334e-02, eta: 5 days, 11:52:20, time: 0.807, data_time: 0.001, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6250, loss_cls: 2.9301, loss: 2.9301, grad_norm: 2.6397 2020-07-27 17:23:33,244 - mmaction - INFO - Epoch [107][340/3757] lr: 6.334e-02, eta: 5 days, 11:52:01, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 2.9001, loss: 2.9001, grad_norm: 2.5832 2020-07-27 17:23:49,104 - mmaction - INFO - Epoch [107][360/3757] lr: 6.334e-02, eta: 5 days, 11:51:42, time: 0.793, data_time: 0.003, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6172, loss_cls: 2.8507, loss: 2.8507, grad_norm: 2.5905 2020-07-27 17:24:04,914 - mmaction - INFO - Epoch [107][380/3757] lr: 6.334e-02, eta: 5 days, 11:51:23, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6195, loss_cls: 2.8355, loss: 2.8355, grad_norm: 2.6358 2020-07-27 17:24:20,710 - mmaction - INFO - Epoch [107][400/3757] lr: 6.334e-02, eta: 5 days, 11:51:04, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6203, loss_cls: 2.8701, loss: 2.8701, grad_norm: 2.5789 2020-07-27 17:24:36,415 - mmaction - INFO - Epoch [107][420/3757] lr: 6.334e-02, eta: 5 days, 11:50:45, time: 0.785, data_time: 0.004, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6266, loss_cls: 2.7871, loss: 2.7871, grad_norm: 2.6176 2020-07-27 17:24:52,202 - mmaction - INFO - Epoch [107][440/3757] lr: 6.334e-02, eta: 5 days, 11:50:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6242, loss_cls: 2.8851, loss: 2.8851, grad_norm: 2.7384 2020-07-27 17:25:08,026 - mmaction - INFO - Epoch [107][460/3757] lr: 6.334e-02, eta: 5 days, 11:50:08, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6281, loss_cls: 2.8411, loss: 2.8411, grad_norm: 2.5939 2020-07-27 17:25:23,796 - mmaction - INFO - Epoch [107][480/3757] lr: 6.334e-02, eta: 5 days, 11:49:49, time: 0.790, data_time: 0.005, memory: 6196, top1_acc: 0.3641, top5_acc: 0.5969, loss_cls: 2.9149, loss: 2.9149, grad_norm: 2.6043 2020-07-27 17:25:39,570 - mmaction - INFO - Epoch [107][500/3757] lr: 6.334e-02, eta: 5 days, 11:49:30, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3453, top5_acc: 0.5891, loss_cls: 2.9646, loss: 2.9646, grad_norm: 2.6250 2020-07-27 17:25:55,440 - mmaction - INFO - Epoch [107][520/3757] lr: 6.334e-02, eta: 5 days, 11:49:11, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6203, loss_cls: 2.8995, loss: 2.8995, grad_norm: 2.5530 2020-07-27 17:26:11,281 - mmaction - INFO - Epoch [107][540/3757] lr: 6.334e-02, eta: 5 days, 11:48:52, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6352, loss_cls: 2.8645, loss: 2.8645, grad_norm: 2.5976 2020-07-27 17:26:27,069 - mmaction - INFO - Epoch [107][560/3757] lr: 6.334e-02, eta: 5 days, 11:48:33, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3820, top5_acc: 0.6383, loss_cls: 2.7563, loss: 2.7563, grad_norm: 2.5789 2020-07-27 17:26:42,759 - mmaction - INFO - Epoch [107][580/3757] lr: 6.334e-02, eta: 5 days, 11:48:14, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6047, loss_cls: 2.9019, loss: 2.9019, grad_norm: 2.5896 2020-07-27 17:26:58,540 - mmaction - INFO - Epoch [107][600/3757] lr: 6.334e-02, eta: 5 days, 11:47:55, time: 0.789, data_time: 0.001, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6234, loss_cls: 2.8577, loss: 2.8577, grad_norm: 2.6289 2020-07-27 17:27:14,234 - mmaction - INFO - Epoch [107][620/3757] lr: 6.334e-02, eta: 5 days, 11:47:36, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6273, loss_cls: 2.8742, loss: 2.8742, grad_norm: 2.7151 2020-07-27 17:27:29,989 - mmaction - INFO - Epoch [107][640/3757] lr: 6.334e-02, eta: 5 days, 11:47:17, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3430, top5_acc: 0.6023, loss_cls: 2.8725, loss: 2.8725, grad_norm: 2.6533 2020-07-27 17:27:45,781 - mmaction - INFO - Epoch [107][660/3757] lr: 6.334e-02, eta: 5 days, 11:46:58, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3875, top5_acc: 0.6117, loss_cls: 2.8707, loss: 2.8707, grad_norm: 2.5854 2020-07-27 17:28:01,454 - mmaction - INFO - Epoch [107][680/3757] lr: 6.334e-02, eta: 5 days, 11:46:39, time: 0.785, data_time: 0.003, memory: 6196, top1_acc: 0.3859, top5_acc: 0.6367, loss_cls: 2.8133, loss: 2.8133, grad_norm: 2.6486 2020-07-27 17:28:17,208 - mmaction - INFO - Epoch [107][700/3757] lr: 6.334e-02, eta: 5 days, 11:46:20, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6336, loss_cls: 2.8040, loss: 2.8040, grad_norm: 2.6114 2020-07-27 17:28:32,972 - mmaction - INFO - Epoch [107][720/3757] lr: 6.334e-02, eta: 5 days, 11:46:01, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6250, loss_cls: 2.8445, loss: 2.8445, grad_norm: 2.5989 2020-07-27 17:28:48,764 - mmaction - INFO - Epoch [107][740/3757] lr: 6.334e-02, eta: 5 days, 11:45:42, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6555, loss_cls: 2.7404, loss: 2.7404, grad_norm: 2.6220 2020-07-27 17:29:04,503 - mmaction - INFO - Epoch [107][760/3757] lr: 6.334e-02, eta: 5 days, 11:45:23, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.8541, loss: 2.8541, grad_norm: 2.7193 2020-07-27 17:29:20,306 - mmaction - INFO - Epoch [107][780/3757] lr: 6.334e-02, eta: 5 days, 11:45:05, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6008, loss_cls: 2.9392, loss: 2.9392, grad_norm: 2.7187 2020-07-27 17:29:36,112 - mmaction - INFO - Epoch [107][800/3757] lr: 6.334e-02, eta: 5 days, 11:44:46, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6406, loss_cls: 2.8303, loss: 2.8303, grad_norm: 2.5981 2020-07-27 17:29:51,870 - mmaction - INFO - Epoch [107][820/3757] lr: 6.334e-02, eta: 5 days, 11:44:27, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6031, loss_cls: 2.8898, loss: 2.8898, grad_norm: 2.5967 2020-07-27 17:30:07,770 - mmaction - INFO - Epoch [107][840/3757] lr: 6.334e-02, eta: 5 days, 11:44:08, time: 0.795, data_time: 0.004, memory: 6196, top1_acc: 0.3859, top5_acc: 0.6398, loss_cls: 2.7347, loss: 2.7347, grad_norm: 2.5725 2020-07-27 17:30:23,492 - mmaction - INFO - Epoch [107][860/3757] lr: 6.334e-02, eta: 5 days, 11:43:49, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6344, loss_cls: 2.8557, loss: 2.8557, grad_norm: 2.6909 2020-07-27 17:30:39,313 - mmaction - INFO - Epoch [107][880/3757] lr: 6.334e-02, eta: 5 days, 11:43:30, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6102, loss_cls: 2.8692, loss: 2.8692, grad_norm: 2.5912 2020-07-27 17:30:54,991 - mmaction - INFO - Epoch [107][900/3757] lr: 6.334e-02, eta: 5 days, 11:43:11, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6305, loss_cls: 2.8237, loss: 2.8237, grad_norm: 2.5927 2020-07-27 17:31:10,824 - mmaction - INFO - Epoch [107][920/3757] lr: 6.334e-02, eta: 5 days, 11:42:52, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6312, loss_cls: 2.8454, loss: 2.8454, grad_norm: 2.6690 2020-07-27 17:31:26,530 - mmaction - INFO - Epoch [107][940/3757] lr: 6.334e-02, eta: 5 days, 11:42:33, time: 0.786, data_time: 0.002, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6055, loss_cls: 2.8870, loss: 2.8870, grad_norm: 2.6370 2020-07-27 17:31:42,913 - mmaction - INFO - Epoch [107][960/3757] lr: 6.334e-02, eta: 5 days, 11:42:15, time: 0.818, data_time: 0.025, memory: 6196, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.7751, loss: 2.7751, grad_norm: 2.5915 2020-07-27 17:31:58,587 - mmaction - INFO - Epoch [107][980/3757] lr: 6.334e-02, eta: 5 days, 11:41:56, time: 0.785, data_time: 0.002, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6070, loss_cls: 2.9138, loss: 2.9138, grad_norm: 2.6654 2020-07-27 17:32:14,396 - mmaction - INFO - Epoch [107][1000/3757] lr: 6.334e-02, eta: 5 days, 11:41:37, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6156, loss_cls: 2.8851, loss: 2.8851, grad_norm: 2.5666 2020-07-27 17:32:30,145 - mmaction - INFO - Epoch [107][1020/3757] lr: 6.334e-02, eta: 5 days, 11:41:18, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3867, top5_acc: 0.6359, loss_cls: 2.8198, loss: 2.8198, grad_norm: 2.6851 2020-07-27 17:32:45,938 - mmaction - INFO - Epoch [107][1040/3757] lr: 6.334e-02, eta: 5 days, 11:41:00, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6352, loss_cls: 2.8374, loss: 2.8374, grad_norm: 2.7345 2020-07-27 17:33:01,764 - mmaction - INFO - Epoch [107][1060/3757] lr: 6.334e-02, eta: 5 days, 11:40:41, time: 0.792, data_time: 0.004, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8574, loss: 2.8574, grad_norm: 2.6292 2020-07-27 17:33:17,532 - mmaction - INFO - Epoch [107][1080/3757] lr: 6.334e-02, eta: 5 days, 11:40:22, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3648, top5_acc: 0.6156, loss_cls: 2.8776, loss: 2.8776, grad_norm: 2.6620 2020-07-27 17:33:33,395 - mmaction - INFO - Epoch [107][1100/3757] lr: 6.334e-02, eta: 5 days, 11:40:03, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6219, loss_cls: 2.8346, loss: 2.8346, grad_norm: 2.6021 2020-07-27 17:33:49,091 - mmaction - INFO - Epoch [107][1120/3757] lr: 6.334e-02, eta: 5 days, 11:39:44, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6273, loss_cls: 2.8503, loss: 2.8503, grad_norm: 2.6114 2020-07-27 17:34:04,949 - mmaction - INFO - Epoch [107][1140/3757] lr: 6.334e-02, eta: 5 days, 11:39:25, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3414, top5_acc: 0.5891, loss_cls: 3.0448, loss: 3.0448, grad_norm: 2.7012 2020-07-27 17:34:20,764 - mmaction - INFO - Epoch [107][1160/3757] lr: 6.334e-02, eta: 5 days, 11:39:06, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6117, loss_cls: 2.9116, loss: 2.9116, grad_norm: 2.6750 2020-07-27 17:34:36,502 - mmaction - INFO - Epoch [107][1180/3757] lr: 6.334e-02, eta: 5 days, 11:38:47, time: 0.786, data_time: 0.001, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6047, loss_cls: 2.9315, loss: 2.9315, grad_norm: 2.6242 2020-07-27 17:34:52,233 - mmaction - INFO - Epoch [107][1200/3757] lr: 6.334e-02, eta: 5 days, 11:38:28, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5906, loss_cls: 2.9876, loss: 2.9876, grad_norm: 2.6422 2020-07-27 17:35:08,001 - mmaction - INFO - Epoch [107][1220/3757] lr: 6.334e-02, eta: 5 days, 11:38:09, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6344, loss_cls: 2.8394, loss: 2.8394, grad_norm: 2.6688 2020-07-27 17:35:23,816 - mmaction - INFO - Epoch [107][1240/3757] lr: 6.334e-02, eta: 5 days, 11:37:51, time: 0.791, data_time: 0.001, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6258, loss_cls: 2.8619, loss: 2.8619, grad_norm: 2.6364 2020-07-27 17:35:39,466 - mmaction - INFO - Epoch [107][1260/3757] lr: 6.334e-02, eta: 5 days, 11:37:31, time: 0.782, data_time: 0.001, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6227, loss_cls: 2.8302, loss: 2.8302, grad_norm: 2.6280 2020-07-27 17:35:55,235 - mmaction - INFO - Epoch [107][1280/3757] lr: 6.334e-02, eta: 5 days, 11:37:13, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3805, top5_acc: 0.6250, loss_cls: 2.8377, loss: 2.8377, grad_norm: 2.7800 2020-07-27 17:36:10,998 - mmaction - INFO - Epoch [107][1300/3757] lr: 6.334e-02, eta: 5 days, 11:36:54, time: 0.788, data_time: 0.004, memory: 6196, top1_acc: 0.3531, top5_acc: 0.5992, loss_cls: 2.9590, loss: 2.9590, grad_norm: 2.6615 2020-07-27 17:36:26,926 - mmaction - INFO - Epoch [107][1320/3757] lr: 6.334e-02, eta: 5 days, 11:36:35, time: 0.797, data_time: 0.012, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6000, loss_cls: 2.9494, loss: 2.9494, grad_norm: 2.5587 2020-07-27 17:36:42,704 - mmaction - INFO - Epoch [107][1340/3757] lr: 6.334e-02, eta: 5 days, 11:36:16, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6086, loss_cls: 2.8742, loss: 2.8742, grad_norm: 2.6145 2020-07-27 17:36:58,513 - mmaction - INFO - Epoch [107][1360/3757] lr: 6.334e-02, eta: 5 days, 11:35:57, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6258, loss_cls: 2.8997, loss: 2.8997, grad_norm: 2.5522 2020-07-27 17:37:14,181 - mmaction - INFO - Epoch [107][1380/3757] lr: 6.334e-02, eta: 5 days, 11:35:38, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6047, loss_cls: 2.8824, loss: 2.8824, grad_norm: 2.5891 2020-07-27 17:37:30,083 - mmaction - INFO - Epoch [107][1400/3757] lr: 6.334e-02, eta: 5 days, 11:35:19, time: 0.796, data_time: 0.004, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6195, loss_cls: 2.8201, loss: 2.8201, grad_norm: 2.5873 2020-07-27 17:37:45,882 - mmaction - INFO - Epoch [107][1420/3757] lr: 6.334e-02, eta: 5 days, 11:35:01, time: 0.790, data_time: 0.001, memory: 6196, top1_acc: 0.3820, top5_acc: 0.6156, loss_cls: 2.8516, loss: 2.8516, grad_norm: 2.6261 2020-07-27 17:38:01,906 - mmaction - INFO - Epoch [107][1440/3757] lr: 6.334e-02, eta: 5 days, 11:34:42, time: 0.800, data_time: 0.012, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6312, loss_cls: 2.8293, loss: 2.8293, grad_norm: 2.6602 2020-07-27 17:38:17,674 - mmaction - INFO - Epoch [107][1460/3757] lr: 6.334e-02, eta: 5 days, 11:34:23, time: 0.789, data_time: 0.002, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6102, loss_cls: 2.8682, loss: 2.8682, grad_norm: 2.6696 2020-07-27 17:38:33,328 - mmaction - INFO - Epoch [107][1480/3757] lr: 6.334e-02, eta: 5 days, 11:34:04, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6047, loss_cls: 2.9103, loss: 2.9103, grad_norm: 2.6407 2020-07-27 17:38:49,060 - mmaction - INFO - Epoch [107][1500/3757] lr: 6.334e-02, eta: 5 days, 11:33:45, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3734, top5_acc: 0.6203, loss_cls: 2.8719, loss: 2.8719, grad_norm: 2.6511 2020-07-27 17:39:04,894 - mmaction - INFO - Epoch [107][1520/3757] lr: 6.334e-02, eta: 5 days, 11:33:26, time: 0.792, data_time: 0.003, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6117, loss_cls: 2.9425, loss: 2.9425, grad_norm: 2.6191 2020-07-27 17:39:20,576 - mmaction - INFO - Epoch [107][1540/3757] lr: 6.334e-02, eta: 5 days, 11:33:07, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3805, top5_acc: 0.6273, loss_cls: 2.8578, loss: 2.8578, grad_norm: 2.6548 2020-07-27 17:39:36,772 - mmaction - INFO - Epoch [107][1560/3757] lr: 6.334e-02, eta: 5 days, 11:32:49, time: 0.810, data_time: 0.016, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6039, loss_cls: 2.9062, loss: 2.9062, grad_norm: 2.5299 2020-07-27 17:39:52,548 - mmaction - INFO - Epoch [107][1580/3757] lr: 6.334e-02, eta: 5 days, 11:32:30, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3242, top5_acc: 0.5914, loss_cls: 3.0258, loss: 3.0258, grad_norm: 2.6731 2020-07-27 17:40:08,331 - mmaction - INFO - Epoch [107][1600/3757] lr: 6.334e-02, eta: 5 days, 11:32:11, time: 0.791, data_time: 0.005, memory: 6196, top1_acc: 0.3805, top5_acc: 0.6258, loss_cls: 2.7694, loss: 2.7694, grad_norm: 2.5479 2020-07-27 17:40:24,068 - mmaction - INFO - Epoch [107][1620/3757] lr: 6.334e-02, eta: 5 days, 11:31:52, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3570, top5_acc: 0.6188, loss_cls: 2.9706, loss: 2.9706, grad_norm: 2.5815 2020-07-27 17:40:39,729 - mmaction - INFO - Epoch [107][1640/3757] lr: 6.334e-02, eta: 5 days, 11:31:33, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6219, loss_cls: 2.8768, loss: 2.8768, grad_norm: 2.6813 2020-07-27 17:40:55,524 - mmaction - INFO - Epoch [107][1660/3757] lr: 6.334e-02, eta: 5 days, 11:31:14, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6133, loss_cls: 2.8863, loss: 2.8863, grad_norm: 2.6364 2020-07-27 17:41:11,207 - mmaction - INFO - Epoch [107][1680/3757] lr: 6.334e-02, eta: 5 days, 11:30:55, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3859, top5_acc: 0.6305, loss_cls: 2.7575, loss: 2.7575, grad_norm: 2.6166 2020-07-27 17:41:26,960 - mmaction - INFO - Epoch [107][1700/3757] lr: 6.334e-02, eta: 5 days, 11:30:36, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3664, top5_acc: 0.6211, loss_cls: 2.9101, loss: 2.9101, grad_norm: 2.7206 2020-07-27 17:41:42,724 - mmaction - INFO - Epoch [107][1720/3757] lr: 6.334e-02, eta: 5 days, 11:30:17, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6117, loss_cls: 2.9056, loss: 2.9056, grad_norm: 2.6771 2020-07-27 17:41:58,476 - mmaction - INFO - Epoch [107][1740/3757] lr: 6.334e-02, eta: 5 days, 11:29:58, time: 0.787, data_time: 0.001, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6203, loss_cls: 2.9089, loss: 2.9089, grad_norm: 2.6646 2020-07-27 17:42:14,138 - mmaction - INFO - Epoch [107][1760/3757] lr: 6.334e-02, eta: 5 days, 11:29:39, time: 0.783, data_time: 0.001, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6078, loss_cls: 2.9005, loss: 2.9005, grad_norm: 2.6276 2020-07-27 17:42:29,831 - mmaction - INFO - Epoch [107][1780/3757] lr: 6.334e-02, eta: 5 days, 11:29:20, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 2.9164, loss: 2.9164, grad_norm: 2.5839 2020-07-27 17:42:45,609 - mmaction - INFO - Epoch [107][1800/3757] lr: 6.334e-02, eta: 5 days, 11:29:01, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3477, top5_acc: 0.6125, loss_cls: 2.9527, loss: 2.9527, grad_norm: 2.7310 2020-07-27 17:43:01,355 - mmaction - INFO - Epoch [107][1820/3757] lr: 6.334e-02, eta: 5 days, 11:28:42, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3719, top5_acc: 0.6125, loss_cls: 2.8618, loss: 2.8618, grad_norm: 2.6087 2020-07-27 17:43:17,165 - mmaction - INFO - Epoch [107][1840/3757] lr: 6.334e-02, eta: 5 days, 11:28:23, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6164, loss_cls: 2.8584, loss: 2.8584, grad_norm: 2.5513 2020-07-27 17:43:32,902 - mmaction - INFO - Epoch [107][1860/3757] lr: 6.334e-02, eta: 5 days, 11:28:04, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3555, top5_acc: 0.6266, loss_cls: 2.8783, loss: 2.8783, grad_norm: 2.5872 2020-07-27 17:43:48,670 - mmaction - INFO - Epoch [107][1880/3757] lr: 6.334e-02, eta: 5 days, 11:27:46, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3586, top5_acc: 0.6117, loss_cls: 2.9516, loss: 2.9516, grad_norm: 2.5156 2020-07-27 17:44:04,459 - mmaction - INFO - Epoch [107][1900/3757] lr: 6.334e-02, eta: 5 days, 11:27:27, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3570, top5_acc: 0.5914, loss_cls: 3.0156, loss: 3.0156, grad_norm: 2.5662 2020-07-27 17:44:20,142 - mmaction - INFO - Epoch [107][1920/3757] lr: 6.334e-02, eta: 5 days, 11:27:08, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3844, top5_acc: 0.6164, loss_cls: 2.8283, loss: 2.8283, grad_norm: 2.6145 2020-07-27 17:44:35,922 - mmaction - INFO - Epoch [107][1940/3757] lr: 6.334e-02, eta: 5 days, 11:26:49, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6305, loss_cls: 2.8788, loss: 2.8788, grad_norm: 2.6682 2020-07-27 17:44:51,666 - mmaction - INFO - Epoch [107][1960/3757] lr: 6.334e-02, eta: 5 days, 11:26:30, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3516, top5_acc: 0.5984, loss_cls: 2.9416, loss: 2.9416, grad_norm: 2.6375 2020-07-27 17:45:07,479 - mmaction - INFO - Epoch [107][1980/3757] lr: 6.334e-02, eta: 5 days, 11:26:11, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3656, top5_acc: 0.6133, loss_cls: 2.9459, loss: 2.9459, grad_norm: 2.6396 2020-07-27 17:45:23,223 - mmaction - INFO - Epoch [107][2000/3757] lr: 6.334e-02, eta: 5 days, 11:25:52, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.9354, loss: 2.9354, grad_norm: 2.6285 2020-07-27 17:45:38,967 - mmaction - INFO - Epoch [107][2020/3757] lr: 6.334e-02, eta: 5 days, 11:25:33, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.6070, loss_cls: 2.9712, loss: 2.9712, grad_norm: 2.6674 2020-07-27 17:45:54,768 - mmaction - INFO - Epoch [107][2040/3757] lr: 6.334e-02, eta: 5 days, 11:25:14, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3727, top5_acc: 0.6195, loss_cls: 2.8652, loss: 2.8652, grad_norm: 2.5517 2020-07-27 17:46:10,582 - mmaction - INFO - Epoch [107][2060/3757] lr: 6.334e-02, eta: 5 days, 11:24:55, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6219, loss_cls: 2.9094, loss: 2.9094, grad_norm: 2.6233 2020-07-27 17:46:26,484 - mmaction - INFO - Epoch [107][2080/3757] lr: 6.334e-02, eta: 5 days, 11:24:37, time: 0.794, data_time: 0.004, memory: 6196, top1_acc: 0.3859, top5_acc: 0.6297, loss_cls: 2.8622, loss: 2.8622, grad_norm: 2.5760 2020-07-27 17:46:42,191 - mmaction - INFO - Epoch [107][2100/3757] lr: 6.334e-02, eta: 5 days, 11:24:18, time: 0.787, data_time: 0.007, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6055, loss_cls: 2.9313, loss: 2.9313, grad_norm: 2.6303 2020-07-27 17:46:58,483 - mmaction - INFO - Epoch [107][2120/3757] lr: 6.334e-02, eta: 5 days, 11:24:00, time: 0.814, data_time: 0.015, memory: 6196, top1_acc: 0.3531, top5_acc: 0.6102, loss_cls: 2.9553, loss: 2.9553, grad_norm: 2.6706 2020-07-27 17:47:14,251 - mmaction - INFO - Epoch [107][2140/3757] lr: 6.334e-02, eta: 5 days, 11:23:41, time: 0.788, data_time: 0.005, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6047, loss_cls: 2.9258, loss: 2.9258, grad_norm: 2.5918 2020-07-27 17:47:30,470 - mmaction - INFO - Epoch [107][2160/3757] lr: 6.334e-02, eta: 5 days, 11:23:23, time: 0.810, data_time: 0.016, memory: 6196, top1_acc: 0.3797, top5_acc: 0.6320, loss_cls: 2.8223, loss: 2.8223, grad_norm: 2.6129 2020-07-27 17:47:46,325 - mmaction - INFO - Epoch [107][2180/3757] lr: 6.334e-02, eta: 5 days, 11:23:04, time: 0.793, data_time: 0.006, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.8413, loss: 2.8413, grad_norm: 2.6540 2020-07-27 17:48:02,058 - mmaction - INFO - Epoch [107][2200/3757] lr: 6.334e-02, eta: 5 days, 11:22:45, time: 0.787, data_time: 0.002, memory: 6196, top1_acc: 0.3422, top5_acc: 0.5883, loss_cls: 3.0137, loss: 3.0137, grad_norm: 2.6701 2020-07-27 17:48:18,100 - mmaction - INFO - Epoch [107][2220/3757] lr: 6.334e-02, eta: 5 days, 11:22:27, time: 0.802, data_time: 0.018, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6281, loss_cls: 2.8694, loss: 2.8694, grad_norm: 2.6420 2020-07-27 17:48:34,289 - mmaction - INFO - Epoch [107][2240/3757] lr: 6.334e-02, eta: 5 days, 11:22:09, time: 0.809, data_time: 0.025, memory: 6196, top1_acc: 0.3563, top5_acc: 0.6211, loss_cls: 2.9227, loss: 2.9227, grad_norm: 2.6999 2020-07-27 17:48:50,378 - mmaction - INFO - Epoch [107][2260/3757] lr: 6.334e-02, eta: 5 days, 11:21:50, time: 0.805, data_time: 0.018, memory: 6196, top1_acc: 0.3273, top5_acc: 0.5719, loss_cls: 3.0478, loss: 3.0478, grad_norm: 2.6508 2020-07-27 17:49:06,556 - mmaction - INFO - Epoch [107][2280/3757] lr: 6.334e-02, eta: 5 days, 11:21:32, time: 0.809, data_time: 0.025, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6172, loss_cls: 2.8875, loss: 2.8875, grad_norm: 2.5972 2020-07-27 17:49:22,659 - mmaction - INFO - Epoch [107][2300/3757] lr: 6.334e-02, eta: 5 days, 11:21:14, time: 0.804, data_time: 0.013, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6148, loss_cls: 2.8946, loss: 2.8946, grad_norm: 2.5565 2020-07-27 17:49:38,553 - mmaction - INFO - Epoch [107][2320/3757] lr: 6.334e-02, eta: 5 days, 11:20:55, time: 0.796, data_time: 0.005, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6258, loss_cls: 2.7990, loss: 2.7990, grad_norm: 2.6304 2020-07-27 17:49:54,243 - mmaction - INFO - Epoch [107][2340/3757] lr: 6.334e-02, eta: 5 days, 11:20:36, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6133, loss_cls: 2.8925, loss: 2.8925, grad_norm: 2.6399 2020-07-27 17:50:13,474 - mmaction - INFO - Epoch [107][2360/3757] lr: 6.334e-02, eta: 5 days, 11:20:24, time: 0.961, data_time: 0.021, memory: 6196, top1_acc: 0.3812, top5_acc: 0.6273, loss_cls: 2.8234, loss: 2.8234, grad_norm: 2.6108 2020-07-27 17:50:30,013 - mmaction - INFO - Epoch [107][2380/3757] lr: 6.334e-02, eta: 5 days, 11:20:06, time: 0.827, data_time: 0.044, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6195, loss_cls: 2.8934, loss: 2.8934, grad_norm: 2.6594 2020-07-27 17:50:46,244 - mmaction - INFO - Epoch [107][2400/3757] lr: 6.334e-02, eta: 5 days, 11:19:48, time: 0.812, data_time: 0.019, memory: 6196, top1_acc: 0.3781, top5_acc: 0.6188, loss_cls: 2.8943, loss: 2.8943, grad_norm: 2.6376 2020-07-27 17:51:01,958 - mmaction - INFO - Epoch [107][2420/3757] lr: 6.334e-02, eta: 5 days, 11:19:29, time: 0.785, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6117, loss_cls: 2.9037, loss: 2.9037, grad_norm: 2.6336 2020-07-27 17:51:18,042 - mmaction - INFO - Epoch [107][2440/3757] lr: 6.334e-02, eta: 5 days, 11:19:11, time: 0.804, data_time: 0.017, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6188, loss_cls: 2.8327, loss: 2.8327, grad_norm: 2.6500 2020-07-27 17:51:33,854 - mmaction - INFO - Epoch [107][2460/3757] lr: 6.334e-02, eta: 5 days, 11:18:52, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6141, loss_cls: 2.8830, loss: 2.8830, grad_norm: 2.6871 2020-07-27 17:51:49,748 - mmaction - INFO - Epoch [107][2480/3757] lr: 6.334e-02, eta: 5 days, 11:18:33, time: 0.792, data_time: 0.001, memory: 6196, top1_acc: 0.3680, top5_acc: 0.6148, loss_cls: 2.8689, loss: 2.8689, grad_norm: 2.6794 2020-07-27 17:52:05,475 - mmaction - INFO - Epoch [107][2500/3757] lr: 6.334e-02, eta: 5 days, 11:18:15, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6148, loss_cls: 2.8952, loss: 2.8952, grad_norm: 2.6233 2020-07-27 17:52:21,164 - mmaction - INFO - Epoch [107][2520/3757] lr: 6.334e-02, eta: 5 days, 11:17:55, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3508, top5_acc: 0.6102, loss_cls: 2.8984, loss: 2.8984, grad_norm: 2.7021 2020-07-27 17:52:36,930 - mmaction - INFO - Epoch [107][2540/3757] lr: 6.334e-02, eta: 5 days, 11:17:37, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6312, loss_cls: 2.8636, loss: 2.8636, grad_norm: 2.6207 2020-07-27 17:52:52,693 - mmaction - INFO - Epoch [107][2560/3757] lr: 6.334e-02, eta: 5 days, 11:17:18, time: 0.789, data_time: 0.005, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6156, loss_cls: 2.8629, loss: 2.8629, grad_norm: 2.5702 2020-07-27 17:53:08,403 - mmaction - INFO - Epoch [107][2580/3757] lr: 6.334e-02, eta: 5 days, 11:16:59, time: 0.786, data_time: 0.004, memory: 6196, top1_acc: 0.3516, top5_acc: 0.6055, loss_cls: 2.8820, loss: 2.8820, grad_norm: 2.5821 2020-07-27 17:53:24,261 - mmaction - INFO - Epoch [107][2600/3757] lr: 6.334e-02, eta: 5 days, 11:16:40, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3703, top5_acc: 0.6297, loss_cls: 2.7930, loss: 2.7930, grad_norm: 2.6463 2020-07-27 17:53:40,026 - mmaction - INFO - Epoch [107][2620/3757] lr: 6.334e-02, eta: 5 days, 11:16:21, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3492, top5_acc: 0.6156, loss_cls: 2.9102, loss: 2.9102, grad_norm: 2.6855 2020-07-27 17:53:55,817 - mmaction - INFO - Epoch [107][2640/3757] lr: 6.334e-02, eta: 5 days, 11:16:02, time: 0.788, data_time: 0.001, memory: 6196, top1_acc: 0.3617, top5_acc: 0.6078, loss_cls: 2.9162, loss: 2.9162, grad_norm: 2.6366 2020-07-27 17:54:11,536 - mmaction - INFO - Epoch [107][2660/3757] lr: 6.334e-02, eta: 5 days, 11:15:43, time: 0.788, data_time: 0.002, memory: 6196, top1_acc: 0.3641, top5_acc: 0.6031, loss_cls: 2.9259, loss: 2.9259, grad_norm: 2.6622 2020-07-27 17:54:27,276 - mmaction - INFO - Epoch [107][2680/3757] lr: 6.334e-02, eta: 5 days, 11:15:24, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3742, top5_acc: 0.6109, loss_cls: 2.9429, loss: 2.9429, grad_norm: 2.5588 2020-07-27 17:54:43,150 - mmaction - INFO - Epoch [107][2700/3757] lr: 6.334e-02, eta: 5 days, 11:15:05, time: 0.794, data_time: 0.003, memory: 6196, top1_acc: 0.3805, top5_acc: 0.6250, loss_cls: 2.8272, loss: 2.8272, grad_norm: 2.6161 2020-07-27 17:54:58,963 - mmaction - INFO - Epoch [107][2720/3757] lr: 6.334e-02, eta: 5 days, 11:14:47, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3602, top5_acc: 0.6141, loss_cls: 2.9252, loss: 2.9252, grad_norm: 2.6249 2020-07-27 17:55:14,788 - mmaction - INFO - Epoch [107][2740/3757] lr: 6.334e-02, eta: 5 days, 11:14:28, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6086, loss_cls: 2.8977, loss: 2.8977, grad_norm: 2.5441 2020-07-27 17:55:30,578 - mmaction - INFO - Epoch [107][2760/3757] lr: 6.334e-02, eta: 5 days, 11:14:09, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3695, top5_acc: 0.6234, loss_cls: 2.8849, loss: 2.8849, grad_norm: 2.5892 2020-07-27 17:55:46,404 - mmaction - INFO - Epoch [107][2780/3757] lr: 6.334e-02, eta: 5 days, 11:13:50, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3922, top5_acc: 0.6500, loss_cls: 2.7635, loss: 2.7635, grad_norm: 2.6215 2020-07-27 17:56:02,089 - mmaction - INFO - Epoch [107][2800/3757] lr: 6.334e-02, eta: 5 days, 11:13:31, time: 0.784, data_time: 0.001, memory: 6196, top1_acc: 0.3305, top5_acc: 0.5945, loss_cls: 3.0088, loss: 3.0088, grad_norm: 2.7054 2020-07-27 17:56:17,894 - mmaction - INFO - Epoch [107][2820/3757] lr: 6.334e-02, eta: 5 days, 11:13:12, time: 0.790, data_time: 0.003, memory: 6196, top1_acc: 0.3625, top5_acc: 0.6242, loss_cls: 2.8908, loss: 2.8908, grad_norm: 2.6723 2020-07-27 17:56:33,865 - mmaction - INFO - Epoch [107][2840/3757] lr: 6.334e-02, eta: 5 days, 11:12:54, time: 0.799, data_time: 0.014, memory: 6196, top1_acc: 0.3688, top5_acc: 0.6117, loss_cls: 2.8307, loss: 2.8307, grad_norm: 2.5815 2020-07-27 17:56:49,617 - mmaction - INFO - Epoch [107][2860/3757] lr: 6.334e-02, eta: 5 days, 11:12:35, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3484, top5_acc: 0.6055, loss_cls: 2.9502, loss: 2.9502, grad_norm: 2.6521 2020-07-27 17:57:05,440 - mmaction - INFO - Epoch [107][2880/3757] lr: 6.334e-02, eta: 5 days, 11:12:16, time: 0.791, data_time: 0.003, memory: 6196, top1_acc: 0.3609, top5_acc: 0.6320, loss_cls: 2.8507, loss: 2.8507, grad_norm: 2.6816 2020-07-27 17:57:21,123 - mmaction - INFO - Epoch [107][2900/3757] lr: 6.334e-02, eta: 5 days, 11:11:57, time: 0.784, data_time: 0.002, memory: 6196, top1_acc: 0.3836, top5_acc: 0.6133, loss_cls: 2.9011, loss: 2.9011, grad_norm: 2.5567 2020-07-27 17:57:36,894 - mmaction - INFO - Epoch [107][2920/3757] lr: 6.334e-02, eta: 5 days, 11:11:38, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3398, top5_acc: 0.6016, loss_cls: 2.9484, loss: 2.9484, grad_norm: 2.5821 2020-07-27 17:57:52,659 - mmaction - INFO - Epoch [107][2940/3757] lr: 6.334e-02, eta: 5 days, 11:11:19, time: 0.788, data_time: 0.003, memory: 6196, top1_acc: 0.3484, top5_acc: 0.5977, loss_cls: 2.9652, loss: 2.9652, grad_norm: 2.5921 2020-07-27 17:58:08,446 - mmaction - INFO - Epoch [107][2960/3757] lr: 6.334e-02, eta: 5 days, 11:11:00, time: 0.790, data_time: 0.004, memory: 6196, top1_acc: 0.3539, top5_acc: 0.5992, loss_cls: 2.9485, loss: 2.9485, grad_norm: 2.5919 2020-07-27 17:58:24,173 - mmaction - INFO - Epoch [107][2980/3757] lr: 6.334e-02, eta: 5 days, 11:10:41, time: 0.786, data_time: 0.003, memory: 6196, top1_acc: 0.3594, top5_acc: 0.6078, loss_cls: 2.9227, loss: 2.9227, grad_norm: 2.6284 2020-07-27 17:58:39,961 - mmaction - INFO - Epoch [107][3000/3757] lr: 6.334e-02, eta: 5 days, 11:10:23, time: 0.789, data_time: 0.004, memory: 6196, top1_acc: 0.3547, top5_acc: 0.6211, loss_cls: 2.9160, loss: 2.9160, grad_norm: 2.6790 2020-07-27 17:58:55,705 - mmaction - INFO - Epoch [107][3020/3757] lr: 6.334e-02, eta: 5 days, 11:10:04, time: 0.787, data_time: 0.003, memory: 6196, top1_acc: 0.3438, top5_acc: 0.6359, loss_cls: 2.8646, loss: 2.8646, grad_norm: 2.6489 2020-07-27 17:59:11,448 - mmaction - INFO - Epoch [107][3040/3757] lr: 6.334e-02, eta: 5 days, 11:09:45, time: 0.787, data_time: 0.004, memory: 6196, top1_acc: 0.3922, top5_acc: 0.6484, loss_cls: 2.7221, loss: 2.7221, grad_norm: 2.6811 2020-07-27 17:59:27,669 - mmaction - INFO - Epoch [107][3060/3757] lr: 6.334e-02, eta: 5 days, 11:09:27, time: 0.810, data_time: 0.022, memory: 6196, top1_acc: 0.3672, top5_acc: 0.6086, loss_cls: 2.9454, loss: 2.9454, grad_norm: 2.6647 2020-07-27 17:59:43,612 - mmaction - INFO - Epoch [107][3080/3757] lr: 6.334e-02, eta: 5 days, 11:09:08, time: 0.797, data_time: 0.004, memory: 6196, top1_acc: 0.3875, top5_acc: 0.6273, loss_cls: 2.8500, loss: 2.8500, grad_norm: 2.6225 2020-07-27 17:59:59,299 - mmaction - INFO - Epoch [107][3100/3757] lr: 6.334e-02, eta: 5 days, 11:08:49, time: 0.785, data_time: 0.001, memory: 6196, top1_acc: 0.3555, top5_acc: 0.5930, loss_cls: 3.0103, loss: 3.0103, grad_norm: 2.7046 2020-07-27 18:00:20,930 - mmaction - INFO - Epoch [107][3120/3757] lr: 6.334e-02, eta: 5 days, 11:08:41, time: 1.079, data_time: 0.005, memory: 6196, top1_acc: 0.3523, top5_acc: 0.6266, loss_cls: 2.9102, loss: 2.9102, grad_norm: 2.5760 2020-07-27 18:00:36,745 - mmaction - INFO - Epoch [107][3140/3757] lr: 6.334e-02, eta: 5 days, 11:08:22, time: 0.793, data_time: 0.004, memory: 6196, top1_acc: 0.3789, top5_acc: 0.6453, loss_cls: 2.7707, loss: 2.7707, grad_norm: 2.5226 2020-07-27 18:00:52,541 - mmaction - INFO - Epoch [107][3160/3757] lr: 6.334e-02, eta: 5 days, 11:08:04, time: 0.790, data_time: 0.007, memory: 6196, top1_acc: 0.3750, top5_acc: 0.6320, loss_cls: 2.8541, loss: 2.8541, grad_norm: 2.6691 2020-07-27 18:01:08,359 - mmaction - INFO - Epoch [107][3180/3757] lr: 6.334e-02, eta: 5 days, 11:07:45, time: 0.791, data_time: 0.004, memory: 6196, top1_acc: 0.3758, top5_acc: 0.6250, loss_cls: 2.9173, loss: 2.9173, grad_norm: 2.6095 2020-07-27 18:01:24,131 - mmaction - INFO - Epoch [107][3200/3757] lr: 6.334e-02, eta: 5 days, 11:07:26, time: 0.789, data_time: 0.003, memory: 6196, top1_acc: 0.3633, top5_acc: 0.6172, loss_cls: 2.8684, loss: 2.8684, grad_norm: 2.6712 2020-07-28 13:46:59,850 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.6 | packaged by conda-forge | (default, Jun 1 2020, 18:57:50) [GCC 7.5.0] CUDA available: True CUDA_HOME: /mnt/lustre/share/cuda-9.2/ NVCC: Cuda compilation tools, release 9.2, V9.2.148 GPU 0,1,2,3,4,5,6,7: Tesla V100-PCIE-16GB GCC: gcc (GCC) 7.3.0 PyTorch: 1.4.0 PyTorch compiling details: PyTorch built with: - GCC 7.3 - Intel(R) Math Kernel Library Version 2020.0.1 Product Build 20200208 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 7d2fd500bc78936d1d648ca713b901012f470dbc) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CUDA Runtime 9.2 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_37,code=compute_37 - CuDNN 7.6.3 - Magma 2.5.1 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Wno-stringop-overflow, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.5.0 OpenCV: 4.2.0 MMCV: 1.0rc0 MMAction2: 0.5.0+7dc99cf ------------------------------------------------------------ 2020-07-28 13:46:59,851 - mmaction - INFO - Distributed training: True 2020-07-28 13:46:59,851 - mmaction - INFO - Config: /mnt/lustre/xusu/refactor/retest_video_ckpts/mmaction2/configs/recognition/slowfast/slowfast_r50_video_4x16x1_256e_kinetics400_rgb.py model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowFast', pretrained=None, resample_rate=8, # tau speed_ratio=8, # alpha channel_ratio=8, # beta_inv slow_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=True, conv1_kernel=(1, 7, 7), dilations=(1, 1, 1, 1), conv1_stride_t=1, pool1_stride_t=1, inflate=(0, 0, 1, 1), norm_eval=False), fast_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=False, base_channels=8, conv1_kernel=(5, 7, 7), conv1_stride_t=1, pool1_stride_t=1, norm_eval=False)), cls_head=dict( type='SlowFastHead', in_channels=2304, # 2048+256 num_classes=400, spatial_type='avg', dropout_ratio=0.5)) train_cfg = None test_cfg = dict(average_clips=None) dataset_type = 'VideoDataset' data_root = 's3://lizz.ssd/datasets/kinetics400_256_fast/' data_root_val = 's3://lizz.ssd/datasets/kinetics400_256_fast/' ann_file_train = 'data/kinetics400/k400_train.txt' ann_file_val = 'data/kinetics400/k400_val.txt' ann_file_test = 'data/kinetics400/k400_val.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) train_pipeline = [ dict(type='DecordInit', io_backend='petrel'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, start_index=0), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict(type='DecordInit', io_backend='petrel'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, start_index=0, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict(type='DecordInit', io_backend='petrel'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=10, start_index=0, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=8, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict( type='SGD', lr=0.1, momentum=0.9, weight_decay=0.0001) # this lr is used for 8 gpus optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict(policy='CosineAnealing', min_lr=0) total_epochs = 256 checkpoint_config = dict(interval=4) workflow = [('train', 1)] evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/slowfast_r50_video_3d_4x16x1_256e_kinetics400_rgb' load_from = None resume_from = None find_unused_parameters = False 2020-07-28 13:47:20,224 - mmaction - INFO - load checkpoint from work_dirs/slowfast_r50_video_3d_4x16x1_256e_kinetics400_rgb/latest.pth 2020-07-28 13:47:24,061 - mmaction - INFO - resumed epoch 104, iter 390728 2020-07-28 13:47:24,062 - mmaction - INFO - Start running, host: xusu@SH-IDC1-10-5-37-46, work_dir: /mnt/lustre/xusu/refactor/retest_video_ckpts/mmaction2/work_dirs/slowfast_r50_video_3d_4x16x1_256e_kinetics400_rgb 2020-07-28 13:47:24,062 - mmaction - INFO - workflow: [('train', 1)], max: 256 epochs 2020-07-28 13:50:45,110 - mmaction - INFO - Epoch [105][20/3757] lr: 6.451e-02, eta: 66 days, 8:46:51, time: 10.041, data_time: 8.796, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6367, loss_cls: 2.8187, loss: 2.8187, grad_norm: 2.5241 2020-07-28 13:51:01,001 - mmaction - INFO - Epoch [105][40/3757] lr: 6.451e-02, eta: 35 days, 20:10:29, time: 0.805, data_time: 0.013, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6070, loss_cls: 2.8943, loss: 2.8943, grad_norm: 2.6128 2020-07-28 13:51:16,815 - mmaction - INFO - Epoch [105][60/3757] lr: 6.451e-02, eta: 25 days, 15:16:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6336, loss_cls: 2.7859, loss: 2.7859, grad_norm: 2.5784 2020-07-28 13:51:32,601 - mmaction - INFO - Epoch [105][80/3757] lr: 6.451e-02, eta: 20 days, 12:42:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6391, loss_cls: 2.7542, loss: 2.7542, grad_norm: 2.5359 2020-07-28 13:51:48,439 - mmaction - INFO - Epoch [105][100/3757] lr: 6.451e-02, eta: 17 days, 11:16:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6383, loss_cls: 2.8379, loss: 2.8379, grad_norm: 2.6038 2020-07-28 13:52:04,295 - mmaction - INFO - Epoch [105][120/3757] lr: 6.451e-02, eta: 15 days, 10:18:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6195, loss_cls: 2.8426, loss: 2.8426, grad_norm: 2.6562 2020-07-28 13:52:20,118 - mmaction - INFO - Epoch [105][140/3757] lr: 6.451e-02, eta: 13 days, 23:21:18, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6242, loss_cls: 2.9000, loss: 2.9000, grad_norm: 2.6153 2020-07-28 13:52:35,985 - mmaction - INFO - Epoch [105][160/3757] lr: 6.451e-02, eta: 12 days, 21:08:24, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6156, loss_cls: 2.8892, loss: 2.8892, grad_norm: 2.5214 2020-07-28 13:52:51,897 - mmaction - INFO - Epoch [105][180/3757] lr: 6.451e-02, eta: 12 days, 0:46:24, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6234, loss_cls: 2.8497, loss: 2.8497, grad_norm: 2.6093 2020-07-28 13:53:07,663 - mmaction - INFO - Epoch [105][200/3757] lr: 6.451e-02, eta: 11 days, 8:25:22, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6125, loss_cls: 2.8760, loss: 2.8760, grad_norm: 2.5517 2020-07-28 13:53:23,502 - mmaction - INFO - Epoch [105][220/3757] lr: 6.451e-02, eta: 10 days, 19:03:11, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6266, loss_cls: 2.8211, loss: 2.8211, grad_norm: 2.5989 2020-07-28 13:53:39,282 - mmaction - INFO - Epoch [105][240/3757] lr: 6.451e-02, eta: 10 days, 7:52:16, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8767, loss: 2.8767, grad_norm: 2.6775 2020-07-28 13:53:55,119 - mmaction - INFO - Epoch [105][260/3757] lr: 6.451e-02, eta: 9 days, 22:28:25, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6562, loss_cls: 2.7439, loss: 2.7439, grad_norm: 2.6143 2020-07-28 13:54:10,939 - mmaction - INFO - Epoch [105][280/3757] lr: 6.451e-02, eta: 9 days, 14:22:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6375, loss_cls: 2.7974, loss: 2.7974, grad_norm: 2.5986 2020-07-28 13:54:27,371 - mmaction - INFO - Epoch [105][300/3757] lr: 6.451e-02, eta: 9 days, 7:41:15, time: 0.821, data_time: 0.023, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6133, loss_cls: 2.9187, loss: 2.9187, grad_norm: 2.6111 2020-07-28 13:54:43,358 - mmaction - INFO - Epoch [105][320/3757] lr: 6.451e-02, eta: 9 days, 1:38:13, time: 0.801, data_time: 0.011, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6539, loss_cls: 2.7517, loss: 2.7517, grad_norm: 2.5691 2020-07-28 13:54:59,569 - mmaction - INFO - Epoch [105][340/3757] lr: 6.451e-02, eta: 8 days, 20:23:12, time: 0.811, data_time: 0.005, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6266, loss_cls: 2.8169, loss: 2.8169, grad_norm: 2.6345 2020-07-28 13:55:15,902 - mmaction - INFO - Epoch [105][360/3757] lr: 6.451e-02, eta: 8 days, 15:45:40, time: 0.815, data_time: 0.010, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6398, loss_cls: 2.7989, loss: 2.7989, grad_norm: 2.5658 2020-07-28 13:55:31,904 - mmaction - INFO - Epoch [105][380/3757] lr: 6.451e-02, eta: 8 days, 11:30:18, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6242, loss_cls: 2.8406, loss: 2.8406, grad_norm: 2.5961 2020-07-28 13:55:47,718 - mmaction - INFO - Epoch [105][400/3757] lr: 6.451e-02, eta: 8 days, 7:35:25, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6289, loss_cls: 2.9112, loss: 2.9112, grad_norm: 2.7249 2020-07-28 13:56:03,766 - mmaction - INFO - Epoch [105][420/3757] lr: 6.451e-02, eta: 8 days, 4:08:09, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.3414, top5_acc: 0.6023, loss_cls: 2.9561, loss: 2.9561, grad_norm: 2.6072 2020-07-28 13:56:19,651 - mmaction - INFO - Epoch [105][440/3757] lr: 6.451e-02, eta: 8 days, 0:55:58, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6219, loss_cls: 2.8156, loss: 2.8156, grad_norm: 2.6401 2020-07-28 13:56:35,422 - mmaction - INFO - Epoch [105][460/3757] lr: 6.451e-02, eta: 7 days, 21:58:33, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6242, loss_cls: 2.8210, loss: 2.8210, grad_norm: 2.5460 2020-07-28 13:56:51,234 - mmaction - INFO - Epoch [105][480/3757] lr: 6.451e-02, eta: 7 days, 19:16:11, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6070, loss_cls: 2.9305, loss: 2.9305, grad_norm: 2.6393 2020-07-28 13:57:07,057 - mmaction - INFO - Epoch [105][500/3757] lr: 6.451e-02, eta: 7 days, 16:47:19, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6266, loss_cls: 2.8664, loss: 2.8664, grad_norm: 2.5984 2020-07-28 13:57:22,886 - mmaction - INFO - Epoch [105][520/3757] lr: 6.451e-02, eta: 7 days, 14:30:16, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6188, loss_cls: 2.8814, loss: 2.8814, grad_norm: 2.6059 2020-07-28 13:57:38,758 - mmaction - INFO - Epoch [105][540/3757] lr: 6.451e-02, eta: 7 days, 12:23:31, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6242, loss_cls: 2.8799, loss: 2.8799, grad_norm: 2.6224 2020-07-28 13:57:54,643 - mmaction - INFO - Epoch [105][560/3757] lr: 6.451e-02, eta: 7 days, 10:26:28, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6172, loss_cls: 2.8364, loss: 2.8364, grad_norm: 2.5697 2020-07-28 13:58:10,699 - mmaction - INFO - Epoch [105][580/3757] lr: 6.451e-02, eta: 7 days, 8:39:56, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6211, loss_cls: 2.8277, loss: 2.8277, grad_norm: 2.6112 2020-07-28 13:58:26,541 - mmaction - INFO - Epoch [105][600/3757] lr: 6.451e-02, eta: 7 days, 6:57:30, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6039, loss_cls: 2.8950, loss: 2.8950, grad_norm: 2.6435 2020-07-28 13:58:42,435 - mmaction - INFO - Epoch [105][620/3757] lr: 6.451e-02, eta: 7 days, 5:22:15, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6062, loss_cls: 2.8582, loss: 2.8582, grad_norm: 2.5973 2020-07-28 13:58:58,183 - mmaction - INFO - Epoch [105][640/3757] lr: 6.451e-02, eta: 7 days, 3:50:46, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3484, top5_acc: 0.5875, loss_cls: 2.9691, loss: 2.9691, grad_norm: 2.6619 2020-07-28 13:59:14,082 - mmaction - INFO - Epoch [105][660/3757] lr: 6.451e-02, eta: 7 days, 2:26:47, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6070, loss_cls: 2.9273, loss: 2.9273, grad_norm: 2.6617 2020-07-28 13:59:29,963 - mmaction - INFO - Epoch [105][680/3757] lr: 6.451e-02, eta: 7 days, 1:07:48, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6219, loss_cls: 2.8717, loss: 2.8717, grad_norm: 2.6168 2020-07-28 13:59:45,749 - mmaction - INFO - Epoch [105][700/3757] lr: 6.451e-02, eta: 6 days, 23:51:56, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6133, loss_cls: 2.9306, loss: 2.9306, grad_norm: 2.6312 2020-07-28 14:00:02,159 - mmaction - INFO - Epoch [105][720/3757] lr: 6.451e-02, eta: 6 days, 22:48:17, time: 0.820, data_time: 0.025, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6242, loss_cls: 2.8320, loss: 2.8320, grad_norm: 2.6077 2020-07-28 14:00:25,257 - mmaction - INFO - Epoch [105][740/3757] lr: 6.451e-02, eta: 6 days, 23:13:37, time: 1.153, data_time: 0.003, memory: 6192, top1_acc: 0.3453, top5_acc: 0.5930, loss_cls: 2.9724, loss: 2.9724, grad_norm: 2.5579 2020-07-28 14:00:41,147 - mmaction - INFO - Epoch [105][760/3757] lr: 6.451e-02, eta: 6 days, 22:08:30, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6258, loss_cls: 2.8274, loss: 2.8274, grad_norm: 2.5464 2020-07-28 14:00:56,890 - mmaction - INFO - Epoch [105][780/3757] lr: 6.451e-02, eta: 6 days, 21:04:20, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.8776, loss: 2.8776, grad_norm: 2.5288 2020-07-28 14:01:12,630 - mmaction - INFO - Epoch [105][800/3757] lr: 6.451e-02, eta: 6 days, 20:03:34, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6227, loss_cls: 2.8420, loss: 2.8420, grad_norm: 2.5658 2020-07-28 14:01:28,584 - mmaction - INFO - Epoch [105][820/3757] lr: 6.451e-02, eta: 6 days, 19:07:45, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6211, loss_cls: 2.8394, loss: 2.8394, grad_norm: 2.5483 2020-07-28 14:01:44,288 - mmaction - INFO - Epoch [105][840/3757] lr: 6.451e-02, eta: 6 days, 18:12:14, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6273, loss_cls: 2.8515, loss: 2.8515, grad_norm: 2.6404 2020-07-28 14:02:00,220 - mmaction - INFO - Epoch [105][860/3757] lr: 6.451e-02, eta: 6 days, 17:21:21, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6008, loss_cls: 2.8987, loss: 2.8987, grad_norm: 2.6766 2020-07-28 14:02:15,955 - mmaction - INFO - Epoch [105][880/3757] lr: 6.451e-02, eta: 6 days, 16:31:09, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6250, loss_cls: 2.8751, loss: 2.8751, grad_norm: 2.6132 2020-07-28 14:02:31,833 - mmaction - INFO - Epoch [105][900/3757] lr: 6.451e-02, eta: 6 days, 15:44:35, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 2.9424, loss: 2.9424, grad_norm: 2.6329 2020-07-28 14:02:47,578 - mmaction - INFO - Epoch [105][920/3757] lr: 6.451e-02, eta: 6 days, 14:58:33, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6180, loss_cls: 2.8906, loss: 2.8906, grad_norm: 2.5829 2020-07-28 14:03:03,449 - mmaction - INFO - Epoch [105][940/3757] lr: 6.451e-02, eta: 6 days, 14:15:40, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3398, top5_acc: 0.6031, loss_cls: 2.9405, loss: 2.9405, grad_norm: 2.6972 2020-07-28 14:03:19,144 - mmaction - INFO - Epoch [105][960/3757] lr: 6.451e-02, eta: 6 days, 13:32:40, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6367, loss_cls: 2.8131, loss: 2.8131, grad_norm: 2.6141 2020-07-28 14:03:34,893 - mmaction - INFO - Epoch [105][980/3757] lr: 6.451e-02, eta: 6 days, 12:52:11, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6320, loss_cls: 2.8152, loss: 2.8152, grad_norm: 2.6610 2020-07-28 14:03:50,658 - mmaction - INFO - Epoch [105][1000/3757] lr: 6.451e-02, eta: 6 days, 12:13:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6227, loss_cls: 2.8355, loss: 2.8355, grad_norm: 2.6673 2020-07-28 14:04:06,910 - mmaction - INFO - Epoch [105][1020/3757] lr: 6.451e-02, eta: 6 days, 11:40:48, time: 0.813, data_time: 0.026, memory: 6192, top1_acc: 0.3555, top5_acc: 0.5984, loss_cls: 2.9436, loss: 2.9436, grad_norm: 2.5987 2020-07-28 14:04:22,714 - mmaction - INFO - Epoch [105][1040/3757] lr: 6.451e-02, eta: 6 days, 11:05:12, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3602, top5_acc: 0.5984, loss_cls: 2.9727, loss: 2.9727, grad_norm: 2.5512 2020-07-28 14:04:38,622 - mmaction - INFO - Epoch [105][1060/3757] lr: 6.451e-02, eta: 6 days, 10:31:46, time: 0.795, data_time: 0.007, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6164, loss_cls: 2.8652, loss: 2.8652, grad_norm: 2.5151 2020-07-28 14:04:54,566 - mmaction - INFO - Epoch [105][1080/3757] lr: 6.451e-02, eta: 6 days, 10:00:05, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6172, loss_cls: 2.9390, loss: 2.9390, grad_norm: 2.6180 2020-07-28 14:05:10,422 - mmaction - INFO - Epoch [105][1100/3757] lr: 6.451e-02, eta: 6 days, 9:28:38, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6078, loss_cls: 2.8613, loss: 2.8613, grad_norm: 2.5902 2020-07-28 14:05:26,149 - mmaction - INFO - Epoch [105][1120/3757] lr: 6.451e-02, eta: 6 days, 8:57:21, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6297, loss_cls: 2.8481, loss: 2.8481, grad_norm: 2.5644 2020-07-28 14:05:41,989 - mmaction - INFO - Epoch [105][1140/3757] lr: 6.451e-02, eta: 6 days, 8:27:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6281, loss_cls: 2.8425, loss: 2.8425, grad_norm: 2.5402 2020-07-28 14:05:57,671 - mmaction - INFO - Epoch [105][1160/3757] lr: 6.451e-02, eta: 6 days, 7:58:03, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3625, top5_acc: 0.5992, loss_cls: 2.9479, loss: 2.9479, grad_norm: 2.6201 2020-07-28 14:06:13,563 - mmaction - INFO - Epoch [105][1180/3757] lr: 6.451e-02, eta: 6 days, 7:31:26, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.3414, top5_acc: 0.6156, loss_cls: 2.9099, loss: 2.9099, grad_norm: 2.6708 2020-07-28 14:06:29,283 - mmaction - INFO - Epoch [105][1200/3757] lr: 6.451e-02, eta: 6 days, 7:03:52, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6320, loss_cls: 2.7691, loss: 2.7691, grad_norm: 2.5964 2020-07-28 14:06:45,072 - mmaction - INFO - Epoch [105][1220/3757] lr: 6.451e-02, eta: 6 days, 6:37:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6336, loss_cls: 2.8371, loss: 2.8371, grad_norm: 2.6025 2020-07-28 14:07:00,891 - mmaction - INFO - Epoch [105][1240/3757] lr: 6.451e-02, eta: 6 days, 6:12:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6359, loss_cls: 2.8131, loss: 2.8131, grad_norm: 2.6025 2020-07-28 14:07:16,768 - mmaction - INFO - Epoch [105][1260/3757] lr: 6.451e-02, eta: 6 days, 5:49:15, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3492, top5_acc: 0.6148, loss_cls: 2.9053, loss: 2.9053, grad_norm: 2.5648 2020-07-28 14:07:32,587 - mmaction - INFO - Epoch [105][1280/3757] lr: 6.451e-02, eta: 6 days, 5:25:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6305, loss_cls: 2.7782, loss: 2.7782, grad_norm: 2.5826 2020-07-28 14:07:48,352 - mmaction - INFO - Epoch [105][1300/3757] lr: 6.451e-02, eta: 6 days, 5:02:44, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.5945, loss_cls: 2.9020, loss: 2.9020, grad_norm: 2.6130 2020-07-28 14:08:04,102 - mmaction - INFO - Epoch [105][1320/3757] lr: 6.451e-02, eta: 6 days, 4:40:16, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6172, loss_cls: 2.8965, loss: 2.8965, grad_norm: 2.6359 2020-07-28 14:08:19,806 - mmaction - INFO - Epoch [105][1340/3757] lr: 6.451e-02, eta: 6 days, 4:18:10, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6039, loss_cls: 2.9136, loss: 2.9136, grad_norm: 2.6023 2020-07-28 14:08:35,571 - mmaction - INFO - Epoch [105][1360/3757] lr: 6.451e-02, eta: 6 days, 3:57:00, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6188, loss_cls: 2.8840, loss: 2.8840, grad_norm: 2.5786 2020-07-28 14:08:51,403 - mmaction - INFO - Epoch [105][1380/3757] lr: 6.451e-02, eta: 6 days, 3:36:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6211, loss_cls: 2.8596, loss: 2.8596, grad_norm: 2.6585 2020-07-28 14:09:07,303 - mmaction - INFO - Epoch [105][1400/3757] lr: 6.451e-02, eta: 6 days, 3:17:57, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3391, top5_acc: 0.5977, loss_cls: 2.9879, loss: 2.9879, grad_norm: 2.7051 2020-07-28 14:09:23,125 - mmaction - INFO - Epoch [105][1420/3757] lr: 6.451e-02, eta: 6 days, 2:58:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3469, top5_acc: 0.5953, loss_cls: 2.9819, loss: 2.9819, grad_norm: 2.5693 2020-07-28 14:09:38,831 - mmaction - INFO - Epoch [105][1440/3757] lr: 6.451e-02, eta: 6 days, 2:39:47, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6023, loss_cls: 2.8988, loss: 2.8988, grad_norm: 2.6033 2020-07-28 14:09:54,737 - mmaction - INFO - Epoch [105][1460/3757] lr: 6.451e-02, eta: 6 days, 2:22:22, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 2.8795, loss: 2.8795, grad_norm: 2.6569 2020-07-28 14:10:10,541 - mmaction - INFO - Epoch [105][1480/3757] lr: 6.451e-02, eta: 6 days, 2:04:39, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6008, loss_cls: 2.8990, loss: 2.8990, grad_norm: 2.6135 2020-07-28 14:10:26,454 - mmaction - INFO - Epoch [105][1500/3757] lr: 6.451e-02, eta: 6 days, 1:48:16, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8970, loss: 2.8970, grad_norm: 2.5684 2020-07-28 14:10:42,172 - mmaction - INFO - Epoch [105][1520/3757] lr: 6.451e-02, eta: 6 days, 1:30:57, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3461, top5_acc: 0.6242, loss_cls: 2.9139, loss: 2.9139, grad_norm: 2.6293 2020-07-28 14:10:57,956 - mmaction - INFO - Epoch [105][1540/3757] lr: 6.451e-02, eta: 6 days, 1:14:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6203, loss_cls: 2.8447, loss: 2.8447, grad_norm: 2.5731 2020-07-28 14:11:13,759 - mmaction - INFO - Epoch [105][1560/3757] lr: 6.451e-02, eta: 6 days, 0:58:35, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3445, top5_acc: 0.6148, loss_cls: 2.9206, loss: 2.9206, grad_norm: 2.5685 2020-07-28 14:11:29,557 - mmaction - INFO - Epoch [105][1580/3757] lr: 6.451e-02, eta: 6 days, 0:43:14, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6164, loss_cls: 2.8954, loss: 2.8954, grad_norm: 2.6085 2020-07-28 14:11:45,299 - mmaction - INFO - Epoch [105][1600/3757] lr: 6.451e-02, eta: 6 days, 0:27:45, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6414, loss_cls: 2.8292, loss: 2.8292, grad_norm: 2.5310 2020-07-28 14:12:01,150 - mmaction - INFO - Epoch [105][1620/3757] lr: 6.451e-02, eta: 6 days, 0:13:15, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.3523, top5_acc: 0.5977, loss_cls: 2.9362, loss: 2.9362, grad_norm: 2.6579 2020-07-28 14:12:17,025 - mmaction - INFO - Epoch [105][1640/3757] lr: 6.451e-02, eta: 5 days, 23:59:19, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3398, top5_acc: 0.6188, loss_cls: 3.0146, loss: 3.0146, grad_norm: 2.6433 2020-07-28 14:12:32,906 - mmaction - INFO - Epoch [105][1660/3757] lr: 6.451e-02, eta: 5 days, 23:45:31, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6078, loss_cls: 2.9093, loss: 2.9093, grad_norm: 2.5777 2020-07-28 14:12:48,746 - mmaction - INFO - Epoch [105][1680/3757] lr: 6.451e-02, eta: 5 days, 23:32:05, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6203, loss_cls: 2.8922, loss: 2.8922, grad_norm: 2.5979 2020-07-28 14:13:04,622 - mmaction - INFO - Epoch [105][1700/3757] lr: 6.451e-02, eta: 5 days, 23:19:10, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6266, loss_cls: 2.8539, loss: 2.8539, grad_norm: 2.5658 2020-07-28 14:13:20,492 - mmaction - INFO - Epoch [105][1720/3757] lr: 6.451e-02, eta: 5 days, 23:06:26, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6336, loss_cls: 2.8358, loss: 2.8358, grad_norm: 2.5719 2020-07-28 14:13:36,392 - mmaction - INFO - Epoch [105][1740/3757] lr: 6.451e-02, eta: 5 days, 22:54:06, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6203, loss_cls: 2.8953, loss: 2.8953, grad_norm: 2.6381 2020-07-28 14:13:52,278 - mmaction - INFO - Epoch [105][1760/3757] lr: 6.451e-02, eta: 5 days, 22:42:00, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.3570, top5_acc: 0.5945, loss_cls: 2.9952, loss: 2.9952, grad_norm: 2.6307 2020-07-28 14:14:08,176 - mmaction - INFO - Epoch [105][1780/3757] lr: 6.451e-02, eta: 5 days, 22:30:20, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.3664, top5_acc: 0.5945, loss_cls: 2.9786, loss: 2.9786, grad_norm: 2.5569 2020-07-28 14:14:24,005 - mmaction - INFO - Epoch [105][1800/3757] lr: 6.451e-02, eta: 5 days, 22:18:31, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6203, loss_cls: 2.9037, loss: 2.9037, grad_norm: 2.5454 2020-07-28 14:14:39,954 - mmaction - INFO - Epoch [105][1820/3757] lr: 6.451e-02, eta: 5 days, 22:07:26, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.3352, top5_acc: 0.5992, loss_cls: 2.9586, loss: 2.9586, grad_norm: 2.6498 2020-07-28 14:14:55,875 - mmaction - INFO - Epoch [105][1840/3757] lr: 6.451e-02, eta: 5 days, 21:56:36, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6203, loss_cls: 2.8885, loss: 2.8885, grad_norm: 2.5463 2020-07-28 14:15:11,949 - mmaction - INFO - Epoch [105][1860/3757] lr: 6.451e-02, eta: 5 days, 21:46:38, time: 0.803, data_time: 0.001, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6031, loss_cls: 2.9658, loss: 2.9658, grad_norm: 2.5770 2020-07-28 14:15:27,809 - mmaction - INFO - Epoch [105][1880/3757] lr: 6.451e-02, eta: 5 days, 21:35:55, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6281, loss_cls: 2.8909, loss: 2.8909, grad_norm: 2.6706 2020-07-28 14:15:43,706 - mmaction - INFO - Epoch [105][1900/3757] lr: 6.451e-02, eta: 5 days, 21:25:35, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6086, loss_cls: 2.8970, loss: 2.8970, grad_norm: 2.5708 2020-07-28 14:15:59,625 - mmaction - INFO - Epoch [105][1920/3757] lr: 6.451e-02, eta: 5 days, 21:15:23, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6227, loss_cls: 2.8754, loss: 2.8754, grad_norm: 2.5473 2020-07-28 14:16:15,474 - mmaction - INFO - Epoch [105][1940/3757] lr: 6.451e-02, eta: 5 days, 21:05:22, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6133, loss_cls: 2.9122, loss: 2.9122, grad_norm: 2.6203 2020-07-28 14:16:31,304 - mmaction - INFO - Epoch [105][1960/3757] lr: 6.451e-02, eta: 5 days, 20:55:07, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6203, loss_cls: 2.8371, loss: 2.8371, grad_norm: 2.5802 2020-07-28 14:16:47,458 - mmaction - INFO - Epoch [105][1980/3757] lr: 6.451e-02, eta: 5 days, 20:46:56, time: 0.809, data_time: 0.018, memory: 6192, top1_acc: 0.3469, top5_acc: 0.6133, loss_cls: 2.9106, loss: 2.9106, grad_norm: 2.5180 2020-07-28 14:17:03,295 - mmaction - INFO - Epoch [105][2000/3757] lr: 6.451e-02, eta: 5 days, 20:37:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6242, loss_cls: 2.8893, loss: 2.8893, grad_norm: 2.6033 2020-07-28 14:17:19,465 - mmaction - INFO - Epoch [105][2020/3757] lr: 6.451e-02, eta: 5 days, 20:29:21, time: 0.808, data_time: 0.020, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6430, loss_cls: 2.8509, loss: 2.8509, grad_norm: 2.5807 2020-07-28 14:17:35,357 - mmaction - INFO - Epoch [105][2040/3757] lr: 6.451e-02, eta: 5 days, 20:20:19, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6047, loss_cls: 2.8808, loss: 2.8808, grad_norm: 2.5493 2020-07-28 14:17:51,137 - mmaction - INFO - Epoch [105][2060/3757] lr: 6.451e-02, eta: 5 days, 20:10:58, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3359, top5_acc: 0.5938, loss_cls: 2.9622, loss: 2.9622, grad_norm: 2.6588 2020-07-28 14:18:07,020 - mmaction - INFO - Epoch [105][2080/3757] lr: 6.451e-02, eta: 5 days, 20:02:12, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3484, top5_acc: 0.6055, loss_cls: 2.9509, loss: 2.9509, grad_norm: 2.5846 2020-07-28 14:18:22,812 - mmaction - INFO - Epoch [105][2100/3757] lr: 6.451e-02, eta: 5 days, 19:53:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6203, loss_cls: 2.9619, loss: 2.9619, grad_norm: 2.5862 2020-07-28 14:18:38,701 - mmaction - INFO - Epoch [105][2120/3757] lr: 6.451e-02, eta: 5 days, 19:44:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6109, loss_cls: 2.8650, loss: 2.8650, grad_norm: 2.6262 2020-07-28 14:18:54,487 - mmaction - INFO - Epoch [105][2140/3757] lr: 6.451e-02, eta: 5 days, 19:36:03, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.3609, top5_acc: 0.5969, loss_cls: 2.9639, loss: 2.9639, grad_norm: 2.6439 2020-07-28 14:19:10,383 - mmaction - INFO - Epoch [105][2160/3757] lr: 6.451e-02, eta: 5 days, 19:28:01, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6195, loss_cls: 2.8852, loss: 2.8852, grad_norm: 2.4916 2020-07-28 14:19:26,169 - mmaction - INFO - Epoch [105][2180/3757] lr: 6.451e-02, eta: 5 days, 19:19:33, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6109, loss_cls: 2.9052, loss: 2.9052, grad_norm: 2.5333 2020-07-28 14:19:41,987 - mmaction - INFO - Epoch [105][2200/3757] lr: 6.451e-02, eta: 5 days, 19:11:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3391, top5_acc: 0.6008, loss_cls: 2.9786, loss: 2.9786, grad_norm: 2.6250 2020-07-28 14:19:57,770 - mmaction - INFO - Epoch [105][2220/3757] lr: 6.451e-02, eta: 5 days, 19:03:18, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6211, loss_cls: 2.8881, loss: 2.8881, grad_norm: 2.5409 2020-07-28 14:20:13,598 - mmaction - INFO - Epoch [105][2240/3757] lr: 6.451e-02, eta: 5 days, 18:55:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6242, loss_cls: 2.8388, loss: 2.8388, grad_norm: 2.5739 2020-07-28 14:20:29,328 - mmaction - INFO - Epoch [105][2260/3757] lr: 6.451e-02, eta: 5 days, 18:47:27, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6086, loss_cls: 2.9438, loss: 2.9438, grad_norm: 2.6268 2020-07-28 14:20:45,126 - mmaction - INFO - Epoch [105][2280/3757] lr: 6.451e-02, eta: 5 days, 18:39:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6320, loss_cls: 2.8370, loss: 2.8370, grad_norm: 2.6451 2020-07-28 14:21:00,941 - mmaction - INFO - Epoch [105][2300/3757] lr: 6.451e-02, eta: 5 days, 18:32:23, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6047, loss_cls: 2.9076, loss: 2.9076, grad_norm: 2.5808 2020-07-28 14:21:16,746 - mmaction - INFO - Epoch [105][2320/3757] lr: 6.451e-02, eta: 5 days, 18:24:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6203, loss_cls: 2.8733, loss: 2.8733, grad_norm: 2.6720 2020-07-28 14:21:32,603 - mmaction - INFO - Epoch [105][2340/3757] lr: 6.451e-02, eta: 5 days, 18:17:57, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6180, loss_cls: 2.8746, loss: 2.8746, grad_norm: 2.6197 2020-07-28 14:21:48,392 - mmaction - INFO - Epoch [105][2360/3757] lr: 6.451e-02, eta: 5 days, 18:10:42, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6211, loss_cls: 2.8474, loss: 2.8474, grad_norm: 2.6120 2020-07-28 14:22:04,331 - mmaction - INFO - Epoch [105][2380/3757] lr: 6.451e-02, eta: 5 days, 18:04:17, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6148, loss_cls: 2.9414, loss: 2.9414, grad_norm: 2.6381 2020-07-28 14:22:20,051 - mmaction - INFO - Epoch [105][2400/3757] lr: 6.451e-02, eta: 5 days, 17:56:54, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3398, top5_acc: 0.5961, loss_cls: 3.0250, loss: 3.0250, grad_norm: 2.6243 2020-07-28 14:22:35,914 - mmaction - INFO - Epoch [105][2420/3757] lr: 6.451e-02, eta: 5 days, 17:50:24, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3500, top5_acc: 0.5953, loss_cls: 2.9284, loss: 2.9284, grad_norm: 2.5961 2020-07-28 14:22:51,770 - mmaction - INFO - Epoch [105][2440/3757] lr: 6.451e-02, eta: 5 days, 17:43:58, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6203, loss_cls: 2.9171, loss: 2.9171, grad_norm: 2.6012 2020-07-28 14:23:07,528 - mmaction - INFO - Epoch [105][2460/3757] lr: 6.451e-02, eta: 5 days, 17:37:11, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6039, loss_cls: 2.9121, loss: 2.9121, grad_norm: 2.5745 2020-07-28 14:23:23,423 - mmaction - INFO - Epoch [105][2480/3757] lr: 6.451e-02, eta: 5 days, 17:31:04, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6141, loss_cls: 2.8822, loss: 2.8822, grad_norm: 2.6191 2020-07-28 14:23:39,156 - mmaction - INFO - Epoch [105][2500/3757] lr: 6.451e-02, eta: 5 days, 17:24:24, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3312, top5_acc: 0.6070, loss_cls: 2.9502, loss: 2.9502, grad_norm: 2.6349 2020-07-28 14:23:55,010 - mmaction - INFO - Epoch [105][2520/3757] lr: 6.451e-02, eta: 5 days, 17:18:17, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 3.0127, loss: 3.0127, grad_norm: 2.5856 2020-07-28 14:24:10,793 - mmaction - INFO - Epoch [105][2540/3757] lr: 6.451e-02, eta: 5 days, 17:12:01, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6203, loss_cls: 2.9694, loss: 2.9694, grad_norm: 2.6635 2020-07-28 14:24:26,713 - mmaction - INFO - Epoch [105][2560/3757] lr: 6.451e-02, eta: 5 days, 17:06:20, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 2.9122, loss: 2.9122, grad_norm: 2.6008 2020-07-28 14:24:42,469 - mmaction - INFO - Epoch [105][2580/3757] lr: 6.451e-02, eta: 5 days, 17:00:02, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6141, loss_cls: 2.8747, loss: 2.8747, grad_norm: 2.6180 2020-07-28 14:24:58,344 - mmaction - INFO - Epoch [105][2600/3757] lr: 6.451e-02, eta: 5 days, 16:54:28, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3484, top5_acc: 0.5977, loss_cls: 2.9617, loss: 2.9617, grad_norm: 2.6299 2020-07-28 14:25:14,111 - mmaction - INFO - Epoch [105][2620/3757] lr: 6.451e-02, eta: 5 days, 16:48:29, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6172, loss_cls: 2.8239, loss: 2.8239, grad_norm: 2.5476 2020-07-28 14:25:30,029 - mmaction - INFO - Epoch [105][2640/3757] lr: 6.451e-02, eta: 5 days, 16:43:08, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6469, loss_cls: 2.8419, loss: 2.8419, grad_norm: 2.6180 2020-07-28 14:25:45,771 - mmaction - INFO - Epoch [105][2660/3757] lr: 6.451e-02, eta: 5 days, 16:37:14, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6266, loss_cls: 2.8690, loss: 2.8690, grad_norm: 2.5578 2020-07-28 14:26:01,719 - mmaction - INFO - Epoch [105][2680/3757] lr: 6.451e-02, eta: 5 days, 16:32:06, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3430, top5_acc: 0.6039, loss_cls: 2.9530, loss: 2.9530, grad_norm: 2.5930 2020-07-28 14:26:17,572 - mmaction - INFO - Epoch [105][2700/3757] lr: 6.451e-02, eta: 5 days, 16:26:48, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3383, top5_acc: 0.5969, loss_cls: 2.9802, loss: 2.9802, grad_norm: 2.6308 2020-07-28 14:26:33,355 - mmaction - INFO - Epoch [105][2720/3757] lr: 6.451e-02, eta: 5 days, 16:21:17, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3492, top5_acc: 0.5977, loss_cls: 3.0026, loss: 3.0026, grad_norm: 2.5931 2020-07-28 14:26:49,171 - mmaction - INFO - Epoch [105][2740/3757] lr: 6.451e-02, eta: 5 days, 16:15:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6047, loss_cls: 2.9241, loss: 2.9241, grad_norm: 2.5650 2020-07-28 14:27:04,934 - mmaction - INFO - Epoch [105][2760/3757] lr: 6.451e-02, eta: 5 days, 16:10:31, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6094, loss_cls: 2.8994, loss: 2.8994, grad_norm: 2.6068 2020-07-28 14:27:20,759 - mmaction - INFO - Epoch [105][2780/3757] lr: 6.451e-02, eta: 5 days, 16:05:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6375, loss_cls: 2.8377, loss: 2.8377, grad_norm: 2.5956 2020-07-28 14:27:36,554 - mmaction - INFO - Epoch [105][2800/3757] lr: 6.451e-02, eta: 5 days, 16:00:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3438, top5_acc: 0.6109, loss_cls: 2.9430, loss: 2.9430, grad_norm: 2.6464 2020-07-28 14:27:52,422 - mmaction - INFO - Epoch [105][2820/3757] lr: 6.451e-02, eta: 5 days, 15:55:15, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6180, loss_cls: 2.8851, loss: 2.8851, grad_norm: 2.5275 2020-07-28 14:28:08,274 - mmaction - INFO - Epoch [105][2840/3757] lr: 6.451e-02, eta: 5 days, 15:50:27, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6273, loss_cls: 2.9005, loss: 2.9005, grad_norm: 2.5906 2020-07-28 14:28:24,472 - mmaction - INFO - Epoch [105][2860/3757] lr: 6.451e-02, eta: 5 days, 15:46:45, time: 0.809, data_time: 0.023, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6234, loss_cls: 2.8594, loss: 2.8594, grad_norm: 2.6399 2020-07-28 14:28:40,659 - mmaction - INFO - Epoch [105][2880/3757] lr: 6.451e-02, eta: 5 days, 15:43:06, time: 0.809, data_time: 0.018, memory: 6192, top1_acc: 0.3367, top5_acc: 0.6117, loss_cls: 2.9211, loss: 2.9211, grad_norm: 2.6346 2020-07-28 14:28:56,895 - mmaction - INFO - Epoch [105][2900/3757] lr: 6.451e-02, eta: 5 days, 15:39:44, time: 0.813, data_time: 0.024, memory: 6192, top1_acc: 0.3445, top5_acc: 0.5852, loss_cls: 2.9862, loss: 2.9862, grad_norm: 2.5670 2020-07-28 14:29:13,002 - mmaction - INFO - Epoch [105][2920/3757] lr: 6.451e-02, eta: 5 days, 15:35:53, time: 0.805, data_time: 0.020, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6398, loss_cls: 2.7684, loss: 2.7684, grad_norm: 2.5034 2020-07-28 14:29:28,854 - mmaction - INFO - Epoch [105][2940/3757] lr: 6.451e-02, eta: 5 days, 15:31:20, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6164, loss_cls: 2.8245, loss: 2.8245, grad_norm: 2.5666 2020-07-28 14:29:44,576 - mmaction - INFO - Epoch [105][2960/3757] lr: 6.451e-02, eta: 5 days, 15:26:25, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6148, loss_cls: 2.8830, loss: 2.8830, grad_norm: 2.5968 2020-07-28 14:30:00,362 - mmaction - INFO - Epoch [105][2980/3757] lr: 6.451e-02, eta: 5 days, 15:21:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6258, loss_cls: 2.7984, loss: 2.7984, grad_norm: 2.5721 2020-07-28 14:30:16,225 - mmaction - INFO - Epoch [105][3000/3757] lr: 6.451e-02, eta: 5 days, 15:17:14, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6203, loss_cls: 2.8363, loss: 2.8363, grad_norm: 2.5881 2020-07-28 14:30:32,097 - mmaction - INFO - Epoch [105][3020/3757] lr: 6.451e-02, eta: 5 days, 15:13:03, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6031, loss_cls: 2.9534, loss: 2.9534, grad_norm: 2.6221 2020-07-28 14:30:48,010 - mmaction - INFO - Epoch [105][3040/3757] lr: 6.451e-02, eta: 5 days, 15:08:53, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6133, loss_cls: 2.8726, loss: 2.8726, grad_norm: 2.6153 2020-07-28 14:31:03,817 - mmaction - INFO - Epoch [105][3060/3757] lr: 6.451e-02, eta: 5 days, 15:04:37, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6117, loss_cls: 2.9312, loss: 2.9312, grad_norm: 2.5775 2020-07-28 14:31:19,617 - mmaction - INFO - Epoch [105][3080/3757] lr: 6.451e-02, eta: 5 days, 15:00:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6367, loss_cls: 2.7988, loss: 2.7988, grad_norm: 2.6376 2020-07-28 14:31:35,409 - mmaction - INFO - Epoch [105][3100/3757] lr: 6.451e-02, eta: 5 days, 14:55:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6055, loss_cls: 2.9426, loss: 2.9426, grad_norm: 2.6467 2020-07-28 14:31:51,271 - mmaction - INFO - Epoch [105][3120/3757] lr: 6.451e-02, eta: 5 days, 14:51:51, time: 0.792, data_time: 0.008, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6102, loss_cls: 2.9243, loss: 2.9243, grad_norm: 2.5989 2020-07-28 14:32:07,104 - mmaction - INFO - Epoch [105][3140/3757] lr: 6.451e-02, eta: 5 days, 14:47:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3617, top5_acc: 0.5969, loss_cls: 2.8936, loss: 2.8936, grad_norm: 2.5682 2020-07-28 14:32:22,929 - mmaction - INFO - Epoch [105][3160/3757] lr: 6.451e-02, eta: 5 days, 14:43:43, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3398, top5_acc: 0.6000, loss_cls: 2.9790, loss: 2.9790, grad_norm: 2.6784 2020-07-28 14:32:38,653 - mmaction - INFO - Epoch [105][3180/3757] lr: 6.451e-02, eta: 5 days, 14:39:21, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3492, top5_acc: 0.6109, loss_cls: 2.8809, loss: 2.8809, grad_norm: 2.6098 2020-07-28 14:32:54,469 - mmaction - INFO - Epoch [105][3200/3757] lr: 6.451e-02, eta: 5 days, 14:35:23, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3398, top5_acc: 0.6094, loss_cls: 2.9550, loss: 2.9550, grad_norm: 2.6393 2020-07-28 14:33:10,238 - mmaction - INFO - Epoch [105][3220/3757] lr: 6.451e-02, eta: 5 days, 14:31:17, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3516, top5_acc: 0.5953, loss_cls: 2.9376, loss: 2.9376, grad_norm: 2.6019 2020-07-28 14:33:26,037 - mmaction - INFO - Epoch [105][3240/3757] lr: 6.451e-02, eta: 5 days, 14:27:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.5984, loss_cls: 2.9177, loss: 2.9177, grad_norm: 2.5884 2020-07-28 14:33:41,720 - mmaction - INFO - Epoch [105][3260/3757] lr: 6.451e-02, eta: 5 days, 14:23:04, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6180, loss_cls: 2.8716, loss: 2.8716, grad_norm: 2.5915 2020-07-28 14:33:57,502 - mmaction - INFO - Epoch [105][3280/3757] lr: 6.451e-02, eta: 5 days, 14:19:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6148, loss_cls: 2.8547, loss: 2.8547, grad_norm: 2.5948 2020-07-28 14:34:13,367 - mmaction - INFO - Epoch [105][3300/3757] lr: 6.451e-02, eta: 5 days, 14:15:30, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6266, loss_cls: 2.8740, loss: 2.8740, grad_norm: 2.6525 2020-07-28 14:34:29,103 - mmaction - INFO - Epoch [105][3320/3757] lr: 6.451e-02, eta: 5 days, 14:11:33, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6234, loss_cls: 2.8587, loss: 2.8587, grad_norm: 2.7001 2020-07-28 14:34:44,840 - mmaction - INFO - Epoch [105][3340/3757] lr: 6.451e-02, eta: 5 days, 14:07:38, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6312, loss_cls: 2.8683, loss: 2.8683, grad_norm: 2.7487 2020-07-28 14:35:00,731 - mmaction - INFO - Epoch [105][3360/3757] lr: 6.451e-02, eta: 5 days, 14:04:14, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3461, top5_acc: 0.5906, loss_cls: 2.9906, loss: 2.9906, grad_norm: 2.6370 2020-07-28 14:35:16,528 - mmaction - INFO - Epoch [105][3380/3757] lr: 6.451e-02, eta: 5 days, 14:00:35, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6062, loss_cls: 2.9009, loss: 2.9009, grad_norm: 2.5831 2020-07-28 14:35:32,420 - mmaction - INFO - Epoch [105][3400/3757] lr: 6.451e-02, eta: 5 days, 13:57:13, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3469, top5_acc: 0.6023, loss_cls: 2.9782, loss: 2.9782, grad_norm: 2.6785 2020-07-28 14:35:48,253 - mmaction - INFO - Epoch [105][3420/3757] lr: 6.451e-02, eta: 5 days, 13:53:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6258, loss_cls: 2.8603, loss: 2.8603, grad_norm: 2.5540 2020-07-28 14:36:04,054 - mmaction - INFO - Epoch [105][3440/3757] lr: 6.451e-02, eta: 5 days, 13:50:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6047, loss_cls: 2.9265, loss: 2.9265, grad_norm: 2.6542 2020-07-28 14:36:19,862 - mmaction - INFO - Epoch [105][3460/3757] lr: 6.451e-02, eta: 5 days, 13:46:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6125, loss_cls: 2.8764, loss: 2.8764, grad_norm: 2.5995 2020-07-28 14:36:35,682 - mmaction - INFO - Epoch [105][3480/3757] lr: 6.451e-02, eta: 5 days, 13:43:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6039, loss_cls: 2.8922, loss: 2.8922, grad_norm: 2.6275 2020-07-28 14:36:51,414 - mmaction - INFO - Epoch [105][3500/3757] lr: 6.451e-02, eta: 5 days, 13:39:41, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 2.9569, loss: 2.9569, grad_norm: 2.5741 2020-07-28 14:37:07,195 - mmaction - INFO - Epoch [105][3520/3757] lr: 6.451e-02, eta: 5 days, 13:36:15, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6367, loss_cls: 2.7781, loss: 2.7781, grad_norm: 2.5783 2020-07-28 14:37:22,957 - mmaction - INFO - Epoch [105][3540/3757] lr: 6.451e-02, eta: 5 days, 13:32:48, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6133, loss_cls: 2.8970, loss: 2.8970, grad_norm: 2.6196 2020-07-28 14:37:38,817 - mmaction - INFO - Epoch [105][3560/3757] lr: 6.451e-02, eta: 5 days, 13:29:38, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6039, loss_cls: 2.9388, loss: 2.9388, grad_norm: 2.5782 2020-07-28 14:37:54,594 - mmaction - INFO - Epoch [105][3580/3757] lr: 6.451e-02, eta: 5 days, 13:26:18, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6031, loss_cls: 2.9547, loss: 2.9547, grad_norm: 2.5458 2020-07-28 14:38:10,417 - mmaction - INFO - Epoch [105][3600/3757] lr: 6.451e-02, eta: 5 days, 13:23:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3266, top5_acc: 0.5961, loss_cls: 2.9646, loss: 2.9646, grad_norm: 2.5917 2020-07-28 14:38:26,231 - mmaction - INFO - Epoch [105][3620/3757] lr: 6.451e-02, eta: 5 days, 13:19:53, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6234, loss_cls: 2.8781, loss: 2.8781, grad_norm: 2.5420 2020-07-28 14:38:42,112 - mmaction - INFO - Epoch [105][3640/3757] lr: 6.451e-02, eta: 5 days, 13:16:54, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6438, loss_cls: 2.7880, loss: 2.7880, grad_norm: 2.5714 2020-07-28 14:38:57,893 - mmaction - INFO - Epoch [105][3660/3757] lr: 6.451e-02, eta: 5 days, 13:13:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.5953, loss_cls: 2.9364, loss: 2.9364, grad_norm: 2.5730 2020-07-28 14:39:13,646 - mmaction - INFO - Epoch [105][3680/3757] lr: 6.451e-02, eta: 5 days, 13:10:30, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6258, loss_cls: 2.8119, loss: 2.8119, grad_norm: 2.5992 2020-07-28 14:39:29,441 - mmaction - INFO - Epoch [105][3700/3757] lr: 6.451e-02, eta: 5 days, 13:07:20, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6289, loss_cls: 2.8233, loss: 2.8233, grad_norm: 2.6394 2020-07-28 14:39:45,577 - mmaction - INFO - Epoch [105][3720/3757] lr: 6.451e-02, eta: 5 days, 13:05:11, time: 0.808, data_time: 0.024, memory: 6192, top1_acc: 0.3461, top5_acc: 0.5852, loss_cls: 3.0145, loss: 3.0145, grad_norm: 2.6892 2020-07-28 14:40:01,436 - mmaction - INFO - Epoch [105][3740/3757] lr: 6.451e-02, eta: 5 days, 13:02:15, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6188, loss_cls: 2.9245, loss: 2.9245, grad_norm: 2.6189 2020-07-28 14:44:25,458 - mmaction - INFO - Epoch [106][20/3757] lr: 6.393e-02, eta: 5 days, 21:12:00, time: 11.354, data_time: 10.367, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6391, loss_cls: 2.7234, loss: 2.7234, grad_norm: 2.5689 2020-07-28 14:44:42,119 - mmaction - INFO - Epoch [106][40/3757] lr: 6.393e-02, eta: 5 days, 21:08:31, time: 0.832, data_time: 0.005, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6078, loss_cls: 2.8786, loss: 2.8786, grad_norm: 2.5826 2020-07-28 14:44:58,182 - mmaction - INFO - Epoch [106][60/3757] lr: 6.393e-02, eta: 5 days, 21:03:40, time: 0.804, data_time: 0.005, memory: 6192, top1_acc: 0.3406, top5_acc: 0.6102, loss_cls: 2.9927, loss: 2.9927, grad_norm: 2.6043 2020-07-28 14:45:14,612 - mmaction - INFO - Epoch [106][80/3757] lr: 6.393e-02, eta: 5 days, 20:59:45, time: 0.822, data_time: 0.002, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6375, loss_cls: 2.8219, loss: 2.8219, grad_norm: 2.5653 2020-07-28 14:45:31,335 - mmaction - INFO - Epoch [106][100/3757] lr: 6.393e-02, eta: 5 days, 20:56:36, time: 0.837, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6312, loss_cls: 2.8173, loss: 2.8173, grad_norm: 2.6358 2020-07-28 14:45:47,104 - mmaction - INFO - Epoch [106][120/3757] lr: 6.393e-02, eta: 5 days, 20:51:08, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.8429, loss: 2.8429, grad_norm: 2.6691 2020-07-28 14:46:03,094 - mmaction - INFO - Epoch [106][140/3757] lr: 6.393e-02, eta: 5 days, 20:46:15, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6195, loss_cls: 2.8736, loss: 2.8736, grad_norm: 2.5821 2020-07-28 14:46:18,947 - mmaction - INFO - Epoch [106][160/3757] lr: 6.393e-02, eta: 5 days, 20:41:05, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6469, loss_cls: 2.7937, loss: 2.7937, grad_norm: 2.6203 2020-07-28 14:46:34,761 - mmaction - INFO - Epoch [106][180/3757] lr: 6.393e-02, eta: 5 days, 20:35:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6203, loss_cls: 2.9458, loss: 2.9458, grad_norm: 2.6980 2020-07-28 14:46:50,622 - mmaction - INFO - Epoch [106][200/3757] lr: 6.393e-02, eta: 5 days, 20:30:50, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6422, loss_cls: 2.7943, loss: 2.7943, grad_norm: 2.5858 2020-07-28 14:47:06,449 - mmaction - INFO - Epoch [106][220/3757] lr: 6.393e-02, eta: 5 days, 20:25:45, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3461, top5_acc: 0.5922, loss_cls: 2.9643, loss: 2.9643, grad_norm: 2.5775 2020-07-28 14:47:22,294 - mmaction - INFO - Epoch [106][240/3757] lr: 6.393e-02, eta: 5 days, 20:20:45, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6547, loss_cls: 2.7491, loss: 2.7491, grad_norm: 2.5377 2020-07-28 14:47:38,148 - mmaction - INFO - Epoch [106][260/3757] lr: 6.393e-02, eta: 5 days, 20:15:48, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6352, loss_cls: 2.7994, loss: 2.7994, grad_norm: 2.5620 2020-07-28 14:47:53,966 - mmaction - INFO - Epoch [106][280/3757] lr: 6.393e-02, eta: 5 days, 20:10:50, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6289, loss_cls: 2.8219, loss: 2.8219, grad_norm: 2.6029 2020-07-28 14:48:09,740 - mmaction - INFO - Epoch [106][300/3757] lr: 6.393e-02, eta: 5 days, 20:05:51, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6102, loss_cls: 2.9301, loss: 2.9301, grad_norm: 2.5980 2020-07-28 14:48:25,542 - mmaction - INFO - Epoch [106][320/3757] lr: 6.393e-02, eta: 5 days, 20:00:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6141, loss_cls: 2.8573, loss: 2.8573, grad_norm: 2.5907 2020-07-28 14:48:41,432 - mmaction - INFO - Epoch [106][340/3757] lr: 6.393e-02, eta: 5 days, 19:56:15, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6359, loss_cls: 2.7595, loss: 2.7595, grad_norm: 2.5470 2020-07-28 14:48:57,191 - mmaction - INFO - Epoch [106][360/3757] lr: 6.393e-02, eta: 5 days, 19:51:23, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6203, loss_cls: 2.9165, loss: 2.9165, grad_norm: 2.6501 2020-07-28 14:49:12,995 - mmaction - INFO - Epoch [106][380/3757] lr: 6.393e-02, eta: 5 days, 19:46:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6289, loss_cls: 2.8662, loss: 2.8662, grad_norm: 2.7089 2020-07-28 14:49:28,805 - mmaction - INFO - Epoch [106][400/3757] lr: 6.393e-02, eta: 5 days, 19:41:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3617, top5_acc: 0.5977, loss_cls: 2.9550, loss: 2.9550, grad_norm: 2.6587 2020-07-28 14:49:44,669 - mmaction - INFO - Epoch [106][420/3757] lr: 6.393e-02, eta: 5 days, 19:37:21, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6133, loss_cls: 2.8433, loss: 2.8433, grad_norm: 2.6206 2020-07-28 14:50:00,580 - mmaction - INFO - Epoch [106][440/3757] lr: 6.393e-02, eta: 5 days, 19:32:58, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6133, loss_cls: 2.9031, loss: 2.9031, grad_norm: 2.6350 2020-07-28 14:50:16,452 - mmaction - INFO - Epoch [106][460/3757] lr: 6.393e-02, eta: 5 days, 19:28:29, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6086, loss_cls: 2.8844, loss: 2.8844, grad_norm: 2.6078 2020-07-28 14:50:32,244 - mmaction - INFO - Epoch [106][480/3757] lr: 6.393e-02, eta: 5 days, 19:23:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6141, loss_cls: 2.9100, loss: 2.9100, grad_norm: 2.5621 2020-07-28 14:50:48,082 - mmaction - INFO - Epoch [106][500/3757] lr: 6.393e-02, eta: 5 days, 19:19:27, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6578, loss_cls: 2.6610, loss: 2.6610, grad_norm: 2.4970 2020-07-28 14:51:03,876 - mmaction - INFO - Epoch [106][520/3757] lr: 6.393e-02, eta: 5 days, 19:14:57, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3453, top5_acc: 0.6094, loss_cls: 2.9310, loss: 2.9310, grad_norm: 2.6331 2020-07-28 14:51:19,759 - mmaction - INFO - Epoch [106][540/3757] lr: 6.393e-02, eta: 5 days, 19:10:43, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6453, loss_cls: 2.7400, loss: 2.7400, grad_norm: 2.5675 2020-07-28 14:51:35,519 - mmaction - INFO - Epoch [106][560/3757] lr: 6.393e-02, eta: 5 days, 19:06:12, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6125, loss_cls: 2.8682, loss: 2.8682, grad_norm: 2.6149 2020-07-28 14:51:51,600 - mmaction - INFO - Epoch [106][580/3757] lr: 6.393e-02, eta: 5 days, 19:02:26, time: 0.804, data_time: 0.015, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6266, loss_cls: 2.8415, loss: 2.8415, grad_norm: 2.6282 2020-07-28 14:52:07,487 - mmaction - INFO - Epoch [106][600/3757] lr: 6.393e-02, eta: 5 days, 18:58:18, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6203, loss_cls: 2.8392, loss: 2.8392, grad_norm: 2.5976 2020-07-28 14:52:23,270 - mmaction - INFO - Epoch [106][620/3757] lr: 6.393e-02, eta: 5 days, 18:53:59, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6281, loss_cls: 2.8822, loss: 2.8822, grad_norm: 2.6052 2020-07-28 14:52:39,135 - mmaction - INFO - Epoch [106][640/3757] lr: 6.393e-02, eta: 5 days, 18:49:51, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6102, loss_cls: 2.9280, loss: 2.9280, grad_norm: 2.6604 2020-07-28 14:52:54,972 - mmaction - INFO - Epoch [106][660/3757] lr: 6.393e-02, eta: 5 days, 18:45:42, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6078, loss_cls: 2.9206, loss: 2.9206, grad_norm: 2.6780 2020-07-28 14:53:10,696 - mmaction - INFO - Epoch [106][680/3757] lr: 6.393e-02, eta: 5 days, 18:41:19, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6195, loss_cls: 2.8987, loss: 2.8987, grad_norm: 2.6447 2020-07-28 14:53:26,668 - mmaction - INFO - Epoch [106][700/3757] lr: 6.393e-02, eta: 5 days, 18:37:31, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.9449, loss: 2.9449, grad_norm: 2.6203 2020-07-28 14:53:42,407 - mmaction - INFO - Epoch [106][720/3757] lr: 6.393e-02, eta: 5 days, 18:33:18, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6289, loss_cls: 2.8289, loss: 2.8289, grad_norm: 2.5505 2020-07-28 14:53:58,091 - mmaction - INFO - Epoch [106][740/3757] lr: 6.393e-02, eta: 5 days, 18:28:57, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6312, loss_cls: 2.8063, loss: 2.8063, grad_norm: 2.5571 2020-07-28 14:54:13,998 - mmaction - INFO - Epoch [106][760/3757] lr: 6.393e-02, eta: 5 days, 18:25:08, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6336, loss_cls: 2.8720, loss: 2.8720, grad_norm: 2.6221 2020-07-28 14:54:29,753 - mmaction - INFO - Epoch [106][780/3757] lr: 6.393e-02, eta: 5 days, 18:21:00, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6008, loss_cls: 2.9824, loss: 2.9824, grad_norm: 2.6791 2020-07-28 14:54:45,753 - mmaction - INFO - Epoch [106][800/3757] lr: 6.393e-02, eta: 5 days, 18:17:27, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6250, loss_cls: 2.8330, loss: 2.8330, grad_norm: 2.6044 2020-07-28 14:55:01,465 - mmaction - INFO - Epoch [106][820/3757] lr: 6.393e-02, eta: 5 days, 18:13:19, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3359, top5_acc: 0.6047, loss_cls: 2.9556, loss: 2.9556, grad_norm: 2.6543 2020-07-28 14:55:17,357 - mmaction - INFO - Epoch [106][840/3757] lr: 6.393e-02, eta: 5 days, 18:09:31, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6469, loss_cls: 2.7271, loss: 2.7271, grad_norm: 2.5778 2020-07-28 14:55:33,184 - mmaction - INFO - Epoch [106][860/3757] lr: 6.393e-02, eta: 5 days, 18:05:45, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6102, loss_cls: 2.8923, loss: 2.8923, grad_norm: 2.6690 2020-07-28 14:55:48,950 - mmaction - INFO - Epoch [106][880/3757] lr: 6.393e-02, eta: 5 days, 18:01:49, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6141, loss_cls: 2.9393, loss: 2.9393, grad_norm: 2.6927 2020-07-28 14:56:04,844 - mmaction - INFO - Epoch [106][900/3757] lr: 6.393e-02, eta: 5 days, 17:58:10, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6164, loss_cls: 2.9096, loss: 2.9096, grad_norm: 2.6884 2020-07-28 14:56:20,716 - mmaction - INFO - Epoch [106][920/3757] lr: 6.393e-02, eta: 5 days, 17:54:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6258, loss_cls: 2.8041, loss: 2.8041, grad_norm: 2.5577 2020-07-28 14:56:36,566 - mmaction - INFO - Epoch [106][940/3757] lr: 6.393e-02, eta: 5 days, 17:50:49, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6281, loss_cls: 2.8359, loss: 2.8359, grad_norm: 2.6102 2020-07-28 14:56:52,315 - mmaction - INFO - Epoch [106][960/3757] lr: 6.393e-02, eta: 5 days, 17:47:00, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6227, loss_cls: 2.7985, loss: 2.7985, grad_norm: 2.5818 2020-07-28 14:57:08,196 - mmaction - INFO - Epoch [106][980/3757] lr: 6.393e-02, eta: 5 days, 17:43:25, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6328, loss_cls: 2.8712, loss: 2.8712, grad_norm: 2.6663 2020-07-28 14:57:24,024 - mmaction - INFO - Epoch [106][1000/3757] lr: 6.393e-02, eta: 5 days, 17:39:48, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3391, top5_acc: 0.5844, loss_cls: 3.0406, loss: 3.0406, grad_norm: 2.6097 2020-07-28 14:57:39,833 - mmaction - INFO - Epoch [106][1020/3757] lr: 6.393e-02, eta: 5 days, 17:36:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6336, loss_cls: 2.8323, loss: 2.8323, grad_norm: 2.5442 2020-07-28 14:57:55,630 - mmaction - INFO - Epoch [106][1040/3757] lr: 6.393e-02, eta: 5 days, 17:32:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6242, loss_cls: 2.8449, loss: 2.8449, grad_norm: 2.5529 2020-07-28 14:58:11,436 - mmaction - INFO - Epoch [106][1060/3757] lr: 6.393e-02, eta: 5 days, 17:28:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3570, top5_acc: 0.5852, loss_cls: 3.0254, loss: 3.0254, grad_norm: 2.5358 2020-07-28 14:58:27,316 - mmaction - INFO - Epoch [106][1080/3757] lr: 6.393e-02, eta: 5 days, 17:25:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3492, top5_acc: 0.5953, loss_cls: 2.9493, loss: 2.9493, grad_norm: 2.5722 2020-07-28 14:58:43,131 - mmaction - INFO - Epoch [106][1100/3757] lr: 6.393e-02, eta: 5 days, 17:22:02, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6000, loss_cls: 2.9131, loss: 2.9131, grad_norm: 2.6234 2020-07-28 14:58:58,924 - mmaction - INFO - Epoch [106][1120/3757] lr: 6.393e-02, eta: 5 days, 17:18:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6227, loss_cls: 2.9075, loss: 2.9075, grad_norm: 2.5485 2020-07-28 14:59:14,767 - mmaction - INFO - Epoch [106][1140/3757] lr: 6.393e-02, eta: 5 days, 17:15:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6469, loss_cls: 2.7666, loss: 2.7666, grad_norm: 2.6387 2020-07-28 14:59:30,532 - mmaction - INFO - Epoch [106][1160/3757] lr: 6.393e-02, eta: 5 days, 17:11:32, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3414, top5_acc: 0.6000, loss_cls: 2.9918, loss: 2.9918, grad_norm: 2.6648 2020-07-28 14:59:46,357 - mmaction - INFO - Epoch [106][1180/3757] lr: 6.393e-02, eta: 5 days, 17:08:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6117, loss_cls: 2.9072, loss: 2.9072, grad_norm: 2.5982 2020-07-28 15:00:02,116 - mmaction - INFO - Epoch [106][1200/3757] lr: 6.393e-02, eta: 5 days, 17:04:40, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3484, top5_acc: 0.6031, loss_cls: 2.9735, loss: 2.9735, grad_norm: 2.5727 2020-07-28 15:00:24,025 - mmaction - INFO - Epoch [106][1220/3757] lr: 6.393e-02, eta: 5 days, 17:12:46, time: 1.093, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6094, loss_cls: 2.9098, loss: 2.9098, grad_norm: 2.6255 2020-07-28 15:00:39,933 - mmaction - INFO - Epoch [106][1240/3757] lr: 6.393e-02, eta: 5 days, 17:09:38, time: 0.797, data_time: 0.008, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6117, loss_cls: 2.8748, loss: 2.8748, grad_norm: 2.5765 2020-07-28 15:00:55,657 - mmaction - INFO - Epoch [106][1260/3757] lr: 6.393e-02, eta: 5 days, 17:06:06, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6141, loss_cls: 2.9098, loss: 2.9098, grad_norm: 2.6015 2020-07-28 15:01:11,505 - mmaction - INFO - Epoch [106][1280/3757] lr: 6.393e-02, eta: 5 days, 17:02:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6219, loss_cls: 2.8756, loss: 2.8756, grad_norm: 2.6354 2020-07-28 15:01:27,207 - mmaction - INFO - Epoch [106][1300/3757] lr: 6.393e-02, eta: 5 days, 16:59:19, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6180, loss_cls: 2.8793, loss: 2.8793, grad_norm: 2.5900 2020-07-28 15:01:43,128 - mmaction - INFO - Epoch [106][1320/3757] lr: 6.393e-02, eta: 5 days, 16:56:15, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6461, loss_cls: 2.7810, loss: 2.7810, grad_norm: 2.6180 2020-07-28 15:01:58,864 - mmaction - INFO - Epoch [106][1340/3757] lr: 6.393e-02, eta: 5 days, 16:52:50, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6086, loss_cls: 2.9524, loss: 2.9524, grad_norm: 2.6724 2020-07-28 15:02:14,551 - mmaction - INFO - Epoch [106][1360/3757] lr: 6.393e-02, eta: 5 days, 16:49:21, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6094, loss_cls: 2.8807, loss: 2.8807, grad_norm: 2.5418 2020-07-28 15:02:30,416 - mmaction - INFO - Epoch [106][1380/3757] lr: 6.393e-02, eta: 5 days, 16:46:13, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6203, loss_cls: 2.8684, loss: 2.8684, grad_norm: 2.5804 2020-07-28 15:02:46,171 - mmaction - INFO - Epoch [106][1400/3757] lr: 6.393e-02, eta: 5 days, 16:42:55, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3688, top5_acc: 0.5836, loss_cls: 2.9697, loss: 2.9697, grad_norm: 2.6377 2020-07-28 15:03:02,064 - mmaction - INFO - Epoch [106][1420/3757] lr: 6.393e-02, eta: 5 days, 16:39:54, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6242, loss_cls: 2.8306, loss: 2.8306, grad_norm: 2.5581 2020-07-28 15:03:17,924 - mmaction - INFO - Epoch [106][1440/3757] lr: 6.393e-02, eta: 5 days, 16:36:50, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6125, loss_cls: 2.9175, loss: 2.9175, grad_norm: 2.5996 2020-07-28 15:03:33,713 - mmaction - INFO - Epoch [106][1460/3757] lr: 6.393e-02, eta: 5 days, 16:33:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6258, loss_cls: 2.8013, loss: 2.8013, grad_norm: 2.4986 2020-07-28 15:03:49,549 - mmaction - INFO - Epoch [106][1480/3757] lr: 6.393e-02, eta: 5 days, 16:30:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3289, top5_acc: 0.5891, loss_cls: 2.9947, loss: 2.9947, grad_norm: 2.6193 2020-07-28 15:04:05,366 - mmaction - INFO - Epoch [106][1500/3757] lr: 6.393e-02, eta: 5 days, 16:27:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6078, loss_cls: 2.8891, loss: 2.8891, grad_norm: 2.5544 2020-07-28 15:04:21,110 - mmaction - INFO - Epoch [106][1520/3757] lr: 6.393e-02, eta: 5 days, 16:24:22, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6203, loss_cls: 2.8250, loss: 2.8250, grad_norm: 2.6183 2020-07-28 15:04:36,996 - mmaction - INFO - Epoch [106][1540/3757] lr: 6.393e-02, eta: 5 days, 16:21:25, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6125, loss_cls: 2.8694, loss: 2.8694, grad_norm: 2.6757 2020-07-28 15:04:52,798 - mmaction - INFO - Epoch [106][1560/3757] lr: 6.393e-02, eta: 5 days, 16:18:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3445, top5_acc: 0.6211, loss_cls: 2.8795, loss: 2.8795, grad_norm: 2.6667 2020-07-28 15:05:08,553 - mmaction - INFO - Epoch [106][1580/3757] lr: 6.393e-02, eta: 5 days, 16:15:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6266, loss_cls: 2.9067, loss: 2.9067, grad_norm: 2.6323 2020-07-28 15:05:24,361 - mmaction - INFO - Epoch [106][1600/3757] lr: 6.393e-02, eta: 5 days, 16:12:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3398, top5_acc: 0.5953, loss_cls: 3.0153, loss: 3.0153, grad_norm: 2.6020 2020-07-28 15:05:40,323 - mmaction - INFO - Epoch [106][1620/3757] lr: 6.393e-02, eta: 5 days, 16:09:37, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6062, loss_cls: 2.9290, loss: 2.9290, grad_norm: 2.5853 2020-07-28 15:05:56,147 - mmaction - INFO - Epoch [106][1640/3757] lr: 6.393e-02, eta: 5 days, 16:06:42, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6383, loss_cls: 2.8649, loss: 2.8649, grad_norm: 2.6180 2020-07-28 15:06:12,098 - mmaction - INFO - Epoch [106][1660/3757] lr: 6.393e-02, eta: 5 days, 16:04:00, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3445, top5_acc: 0.6117, loss_cls: 2.9327, loss: 2.9327, grad_norm: 2.5946 2020-07-28 15:06:27,836 - mmaction - INFO - Epoch [106][1680/3757] lr: 6.393e-02, eta: 5 days, 16:00:59, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6141, loss_cls: 2.8967, loss: 2.8967, grad_norm: 2.6495 2020-07-28 15:06:43,698 - mmaction - INFO - Epoch [106][1700/3757] lr: 6.393e-02, eta: 5 days, 15:58:11, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6305, loss_cls: 2.8136, loss: 2.8136, grad_norm: 2.6083 2020-07-28 15:06:59,398 - mmaction - INFO - Epoch [106][1720/3757] lr: 6.393e-02, eta: 5 days, 15:55:07, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3492, top5_acc: 0.5891, loss_cls: 3.0073, loss: 3.0073, grad_norm: 2.6132 2020-07-28 15:07:15,319 - mmaction - INFO - Epoch [106][1740/3757] lr: 6.393e-02, eta: 5 days, 15:52:29, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6438, loss_cls: 2.8103, loss: 2.8103, grad_norm: 2.5361 2020-07-28 15:07:31,006 - mmaction - INFO - Epoch [106][1760/3757] lr: 6.393e-02, eta: 5 days, 15:49:26, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6320, loss_cls: 2.7760, loss: 2.7760, grad_norm: 2.6361 2020-07-28 15:07:46,948 - mmaction - INFO - Epoch [106][1780/3757] lr: 6.393e-02, eta: 5 days, 15:46:51, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6195, loss_cls: 2.8635, loss: 2.8635, grad_norm: 2.6579 2020-07-28 15:08:02,661 - mmaction - INFO - Epoch [106][1800/3757] lr: 6.393e-02, eta: 5 days, 15:43:52, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.8714, loss: 2.8714, grad_norm: 2.6387 2020-07-28 15:08:18,562 - mmaction - INFO - Epoch [106][1820/3757] lr: 6.393e-02, eta: 5 days, 15:41:16, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3500, top5_acc: 0.5992, loss_cls: 2.9320, loss: 2.9320, grad_norm: 2.6603 2020-07-28 15:08:34,297 - mmaction - INFO - Epoch [106][1840/3757] lr: 6.393e-02, eta: 5 days, 15:38:24, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6211, loss_cls: 2.8845, loss: 2.8845, grad_norm: 2.6034 2020-07-28 15:08:50,105 - mmaction - INFO - Epoch [106][1860/3757] lr: 6.393e-02, eta: 5 days, 15:35:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6164, loss_cls: 2.8695, loss: 2.8695, grad_norm: 2.6411 2020-07-28 15:09:05,870 - mmaction - INFO - Epoch [106][1880/3757] lr: 6.393e-02, eta: 5 days, 15:32:49, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6234, loss_cls: 2.8278, loss: 2.8278, grad_norm: 2.5944 2020-07-28 15:09:22,109 - mmaction - INFO - Epoch [106][1900/3757] lr: 6.393e-02, eta: 5 days, 15:30:51, time: 0.813, data_time: 0.020, memory: 6192, top1_acc: 0.3414, top5_acc: 0.5938, loss_cls: 2.9665, loss: 2.9665, grad_norm: 2.6564 2020-07-28 15:09:37,846 - mmaction - INFO - Epoch [106][1920/3757] lr: 6.393e-02, eta: 5 days, 15:28:02, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6109, loss_cls: 2.8956, loss: 2.8956, grad_norm: 2.6302 2020-07-28 15:09:53,794 - mmaction - INFO - Epoch [106][1940/3757] lr: 6.393e-02, eta: 5 days, 15:25:36, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6234, loss_cls: 2.8723, loss: 2.8723, grad_norm: 2.6292 2020-07-28 15:10:09,545 - mmaction - INFO - Epoch [106][1960/3757] lr: 6.393e-02, eta: 5 days, 15:22:51, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6367, loss_cls: 2.8277, loss: 2.8277, grad_norm: 2.5793 2020-07-28 15:10:25,435 - mmaction - INFO - Epoch [106][1980/3757] lr: 6.393e-02, eta: 5 days, 15:20:21, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6258, loss_cls: 2.8610, loss: 2.8610, grad_norm: 2.6426 2020-07-28 15:10:41,236 - mmaction - INFO - Epoch [106][2000/3757] lr: 6.393e-02, eta: 5 days, 15:17:42, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6211, loss_cls: 2.8423, loss: 2.8423, grad_norm: 2.5745 2020-07-28 15:10:56,902 - mmaction - INFO - Epoch [106][2020/3757] lr: 6.393e-02, eta: 5 days, 15:14:51, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6281, loss_cls: 2.8435, loss: 2.8435, grad_norm: 2.6935 2020-07-28 15:11:13,191 - mmaction - INFO - Epoch [106][2040/3757] lr: 6.393e-02, eta: 5 days, 15:13:04, time: 0.815, data_time: 0.024, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6438, loss_cls: 2.7968, loss: 2.7968, grad_norm: 2.6401 2020-07-28 15:11:28,935 - mmaction - INFO - Epoch [106][2060/3757] lr: 6.393e-02, eta: 5 days, 15:10:20, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3523, top5_acc: 0.5945, loss_cls: 3.0128, loss: 3.0128, grad_norm: 2.6515 2020-07-28 15:11:44,798 - mmaction - INFO - Epoch [106][2080/3757] lr: 6.393e-02, eta: 5 days, 15:07:52, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3484, top5_acc: 0.5984, loss_cls: 3.0154, loss: 3.0154, grad_norm: 2.6142 2020-07-28 15:12:00,544 - mmaction - INFO - Epoch [106][2100/3757] lr: 6.393e-02, eta: 5 days, 15:05:14, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6055, loss_cls: 2.8978, loss: 2.8978, grad_norm: 2.6065 2020-07-28 15:12:16,366 - mmaction - INFO - Epoch [106][2120/3757] lr: 6.393e-02, eta: 5 days, 15:02:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 2.9040, loss: 2.9040, grad_norm: 2.5620 2020-07-28 15:12:32,278 - mmaction - INFO - Epoch [106][2140/3757] lr: 6.393e-02, eta: 5 days, 15:00:24, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.3414, top5_acc: 0.6172, loss_cls: 2.9255, loss: 2.9255, grad_norm: 2.5993 2020-07-28 15:12:48,013 - mmaction - INFO - Epoch [106][2160/3757] lr: 6.393e-02, eta: 5 days, 14:57:46, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6406, loss_cls: 2.7640, loss: 2.7640, grad_norm: 2.5573 2020-07-28 15:13:03,797 - mmaction - INFO - Epoch [106][2180/3757] lr: 6.393e-02, eta: 5 days, 14:55:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6125, loss_cls: 2.9194, loss: 2.9194, grad_norm: 2.7186 2020-07-28 15:13:19,574 - mmaction - INFO - Epoch [106][2200/3757] lr: 6.393e-02, eta: 5 days, 14:52:44, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6109, loss_cls: 2.9286, loss: 2.9286, grad_norm: 2.6115 2020-07-28 15:13:35,384 - mmaction - INFO - Epoch [106][2220/3757] lr: 6.393e-02, eta: 5 days, 14:50:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6422, loss_cls: 2.7645, loss: 2.7645, grad_norm: 2.5800 2020-07-28 15:13:51,294 - mmaction - INFO - Epoch [106][2240/3757] lr: 6.393e-02, eta: 5 days, 14:47:58, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6406, loss_cls: 2.8616, loss: 2.8616, grad_norm: 2.6508 2020-07-28 15:14:07,031 - mmaction - INFO - Epoch [106][2260/3757] lr: 6.393e-02, eta: 5 days, 14:45:26, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3414, top5_acc: 0.6062, loss_cls: 2.9403, loss: 2.9403, grad_norm: 2.6618 2020-07-28 15:14:22,810 - mmaction - INFO - Epoch [106][2280/3757] lr: 6.393e-02, eta: 5 days, 14:42:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6055, loss_cls: 2.9572, loss: 2.9572, grad_norm: 2.6826 2020-07-28 15:14:38,595 - mmaction - INFO - Epoch [106][2300/3757] lr: 6.393e-02, eta: 5 days, 14:40:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6180, loss_cls: 2.9277, loss: 2.9277, grad_norm: 2.5828 2020-07-28 15:14:54,378 - mmaction - INFO - Epoch [106][2320/3757] lr: 6.393e-02, eta: 5 days, 14:38:07, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6141, loss_cls: 2.8896, loss: 2.8896, grad_norm: 2.5228 2020-07-28 15:15:10,290 - mmaction - INFO - Epoch [106][2340/3757] lr: 6.393e-02, eta: 5 days, 14:35:55, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6297, loss_cls: 2.8356, loss: 2.8356, grad_norm: 2.6231 2020-07-28 15:15:26,081 - mmaction - INFO - Epoch [106][2360/3757] lr: 6.393e-02, eta: 5 days, 14:33:33, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6180, loss_cls: 2.8788, loss: 2.8788, grad_norm: 2.6503 2020-07-28 15:15:41,863 - mmaction - INFO - Epoch [106][2380/3757] lr: 6.393e-02, eta: 5 days, 14:31:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3547, top5_acc: 0.5922, loss_cls: 2.9598, loss: 2.9598, grad_norm: 2.6422 2020-07-28 15:15:57,607 - mmaction - INFO - Epoch [106][2400/3757] lr: 6.393e-02, eta: 5 days, 14:28:43, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6188, loss_cls: 2.8861, loss: 2.8861, grad_norm: 2.5690 2020-07-28 15:16:13,476 - mmaction - INFO - Epoch [106][2420/3757] lr: 6.393e-02, eta: 5 days, 14:26:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6281, loss_cls: 2.8766, loss: 2.8766, grad_norm: 2.6220 2020-07-28 15:16:29,294 - mmaction - INFO - Epoch [106][2440/3757] lr: 6.393e-02, eta: 5 days, 14:24:13, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3570, top5_acc: 0.5961, loss_cls: 2.9466, loss: 2.9466, grad_norm: 2.5901 2020-07-28 15:16:45,106 - mmaction - INFO - Epoch [106][2460/3757] lr: 6.393e-02, eta: 5 days, 14:21:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3570, top5_acc: 0.5930, loss_cls: 2.9708, loss: 2.9708, grad_norm: 2.5335 2020-07-28 15:17:00,893 - mmaction - INFO - Epoch [106][2480/3757] lr: 6.393e-02, eta: 5 days, 14:19:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6234, loss_cls: 2.8927, loss: 2.8927, grad_norm: 2.5375 2020-07-28 15:17:16,660 - mmaction - INFO - Epoch [106][2500/3757] lr: 6.393e-02, eta: 5 days, 14:17:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6117, loss_cls: 2.8523, loss: 2.8523, grad_norm: 2.5921 2020-07-28 15:17:32,405 - mmaction - INFO - Epoch [106][2520/3757] lr: 6.393e-02, eta: 5 days, 14:14:55, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6219, loss_cls: 2.7864, loss: 2.7864, grad_norm: 2.5764 2020-07-28 15:17:48,203 - mmaction - INFO - Epoch [106][2540/3757] lr: 6.393e-02, eta: 5 days, 14:12:41, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6250, loss_cls: 2.8481, loss: 2.8481, grad_norm: 2.5345 2020-07-28 15:18:03,945 - mmaction - INFO - Epoch [106][2560/3757] lr: 6.393e-02, eta: 5 days, 14:10:23, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 2.8705, loss: 2.8705, grad_norm: 2.6322 2020-07-28 15:18:19,769 - mmaction - INFO - Epoch [106][2580/3757] lr: 6.393e-02, eta: 5 days, 14:08:11, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6195, loss_cls: 2.9316, loss: 2.9316, grad_norm: 2.6163 2020-07-28 15:18:35,581 - mmaction - INFO - Epoch [106][2600/3757] lr: 6.393e-02, eta: 5 days, 14:06:00, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6242, loss_cls: 2.8994, loss: 2.8994, grad_norm: 2.5353 2020-07-28 15:18:51,351 - mmaction - INFO - Epoch [106][2620/3757] lr: 6.393e-02, eta: 5 days, 14:03:45, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3453, top5_acc: 0.5844, loss_cls: 2.9934, loss: 2.9934, grad_norm: 2.5172 2020-07-28 15:19:07,217 - mmaction - INFO - Epoch [106][2640/3757] lr: 6.393e-02, eta: 5 days, 14:01:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6164, loss_cls: 2.9189, loss: 2.9189, grad_norm: 2.5888 2020-07-28 15:19:22,962 - mmaction - INFO - Epoch [106][2660/3757] lr: 6.393e-02, eta: 5 days, 13:59:24, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6422, loss_cls: 2.8088, loss: 2.8088, grad_norm: 2.5890 2020-07-28 15:19:38,763 - mmaction - INFO - Epoch [106][2680/3757] lr: 6.393e-02, eta: 5 days, 13:57:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6117, loss_cls: 2.9221, loss: 2.9221, grad_norm: 2.7550 2020-07-28 15:19:54,498 - mmaction - INFO - Epoch [106][2700/3757] lr: 6.393e-02, eta: 5 days, 13:54:59, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6211, loss_cls: 2.8447, loss: 2.8447, grad_norm: 2.5931 2020-07-28 15:20:10,247 - mmaction - INFO - Epoch [106][2720/3757] lr: 6.393e-02, eta: 5 days, 13:52:47, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6016, loss_cls: 2.9647, loss: 2.9647, grad_norm: 2.5624 2020-07-28 15:20:26,074 - mmaction - INFO - Epoch [106][2740/3757] lr: 6.393e-02, eta: 5 days, 13:50:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6422, loss_cls: 2.7486, loss: 2.7486, grad_norm: 2.6154 2020-07-28 15:20:41,859 - mmaction - INFO - Epoch [106][2760/3757] lr: 6.393e-02, eta: 5 days, 13:48:33, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6008, loss_cls: 2.9978, loss: 2.9978, grad_norm: 2.6606 2020-07-28 15:20:57,694 - mmaction - INFO - Epoch [106][2780/3757] lr: 6.393e-02, eta: 5 days, 13:46:30, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3492, top5_acc: 0.6125, loss_cls: 2.9267, loss: 2.9267, grad_norm: 2.6049 2020-07-28 15:21:13,533 - mmaction - INFO - Epoch [106][2800/3757] lr: 6.393e-02, eta: 5 days, 13:44:26, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6258, loss_cls: 2.8665, loss: 2.8665, grad_norm: 2.5920 2020-07-28 15:21:29,249 - mmaction - INFO - Epoch [106][2820/3757] lr: 6.393e-02, eta: 5 days, 13:42:15, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6078, loss_cls: 2.9197, loss: 2.9197, grad_norm: 2.6422 2020-07-28 15:21:45,096 - mmaction - INFO - Epoch [106][2840/3757] lr: 6.393e-02, eta: 5 days, 13:40:15, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6188, loss_cls: 2.9417, loss: 2.9417, grad_norm: 2.6465 2020-07-28 15:22:00,903 - mmaction - INFO - Epoch [106][2860/3757] lr: 6.393e-02, eta: 5 days, 13:38:10, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6352, loss_cls: 2.7918, loss: 2.7918, grad_norm: 2.5581 2020-07-28 15:22:16,821 - mmaction - INFO - Epoch [106][2880/3757] lr: 6.393e-02, eta: 5 days, 13:36:19, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3383, top5_acc: 0.6070, loss_cls: 2.9519, loss: 2.9519, grad_norm: 2.6702 2020-07-28 15:22:32,557 - mmaction - INFO - Epoch [106][2900/3757] lr: 6.393e-02, eta: 5 days, 13:34:10, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6180, loss_cls: 2.8813, loss: 2.8813, grad_norm: 2.6028 2020-07-28 15:22:48,482 - mmaction - INFO - Epoch [106][2920/3757] lr: 6.393e-02, eta: 5 days, 13:32:17, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6289, loss_cls: 2.8388, loss: 2.8388, grad_norm: 2.6228 2020-07-28 15:23:04,256 - mmaction - INFO - Epoch [106][2940/3757] lr: 6.393e-02, eta: 5 days, 13:30:16, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6367, loss_cls: 2.8588, loss: 2.8588, grad_norm: 2.6241 2020-07-28 15:23:19,935 - mmaction - INFO - Epoch [106][2960/3757] lr: 6.393e-02, eta: 5 days, 13:28:06, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6070, loss_cls: 2.9011, loss: 2.9011, grad_norm: 2.6205 2020-07-28 15:23:35,735 - mmaction - INFO - Epoch [106][2980/3757] lr: 6.393e-02, eta: 5 days, 13:26:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 2.9472, loss: 2.9472, grad_norm: 2.5868 2020-07-28 15:23:51,575 - mmaction - INFO - Epoch [106][3000/3757] lr: 6.393e-02, eta: 5 days, 13:24:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3531, top5_acc: 0.5953, loss_cls: 2.9231, loss: 2.9231, grad_norm: 2.6265 2020-07-28 15:24:07,344 - mmaction - INFO - Epoch [106][3020/3757] lr: 6.393e-02, eta: 5 days, 13:22:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3375, top5_acc: 0.6156, loss_cls: 2.9709, loss: 2.9709, grad_norm: 2.6402 2020-07-28 15:24:23,109 - mmaction - INFO - Epoch [106][3040/3757] lr: 6.393e-02, eta: 5 days, 13:20:06, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6188, loss_cls: 2.8340, loss: 2.8340, grad_norm: 2.6299 2020-07-28 15:24:38,923 - mmaction - INFO - Epoch [106][3060/3757] lr: 6.393e-02, eta: 5 days, 13:18:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6148, loss_cls: 2.8305, loss: 2.8305, grad_norm: 2.6004 2020-07-28 15:24:54,717 - mmaction - INFO - Epoch [106][3080/3757] lr: 6.393e-02, eta: 5 days, 13:16:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6203, loss_cls: 2.8227, loss: 2.8227, grad_norm: 2.6586 2020-07-28 15:25:10,549 - mmaction - INFO - Epoch [106][3100/3757] lr: 6.393e-02, eta: 5 days, 13:14:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6102, loss_cls: 2.9151, loss: 2.9151, grad_norm: 2.5856 2020-07-28 15:25:26,236 - mmaction - INFO - Epoch [106][3120/3757] lr: 6.393e-02, eta: 5 days, 13:12:15, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6188, loss_cls: 2.9094, loss: 2.9094, grad_norm: 2.5849 2020-07-28 15:25:42,036 - mmaction - INFO - Epoch [106][3140/3757] lr: 6.393e-02, eta: 5 days, 13:10:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6219, loss_cls: 2.8953, loss: 2.8953, grad_norm: 2.6128 2020-07-28 15:25:57,828 - mmaction - INFO - Epoch [106][3160/3757] lr: 6.393e-02, eta: 5 days, 13:08:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3398, top5_acc: 0.6125, loss_cls: 2.9188, loss: 2.9188, grad_norm: 2.5543 2020-07-28 15:26:13,598 - mmaction - INFO - Epoch [106][3180/3757] lr: 6.393e-02, eta: 5 days, 13:06:27, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6242, loss_cls: 2.9075, loss: 2.9075, grad_norm: 2.5859 2020-07-28 15:26:29,761 - mmaction - INFO - Epoch [106][3200/3757] lr: 6.393e-02, eta: 5 days, 13:05:04, time: 0.809, data_time: 0.018, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6195, loss_cls: 2.9156, loss: 2.9156, grad_norm: 2.6091 2020-07-28 15:26:45,586 - mmaction - INFO - Epoch [106][3220/3757] lr: 6.393e-02, eta: 5 days, 13:03:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8663, loss: 2.8663, grad_norm: 2.6116 2020-07-28 15:27:01,352 - mmaction - INFO - Epoch [106][3240/3757] lr: 6.393e-02, eta: 5 days, 13:01:18, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6273, loss_cls: 2.8006, loss: 2.8006, grad_norm: 2.6009 2020-07-28 15:27:17,161 - mmaction - INFO - Epoch [106][3260/3757] lr: 6.393e-02, eta: 5 days, 12:59:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6055, loss_cls: 2.9532, loss: 2.9532, grad_norm: 2.6408 2020-07-28 15:27:32,985 - mmaction - INFO - Epoch [106][3280/3757] lr: 6.393e-02, eta: 5 days, 12:57:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6211, loss_cls: 2.8059, loss: 2.8059, grad_norm: 2.5677 2020-07-28 15:27:48,753 - mmaction - INFO - Epoch [106][3300/3757] lr: 6.393e-02, eta: 5 days, 12:55:44, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3578, top5_acc: 0.5992, loss_cls: 2.9081, loss: 2.9081, grad_norm: 2.5860 2020-07-28 15:28:04,574 - mmaction - INFO - Epoch [106][3320/3757] lr: 6.393e-02, eta: 5 days, 12:53:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3336, top5_acc: 0.5914, loss_cls: 3.0241, loss: 3.0241, grad_norm: 2.6526 2020-07-28 15:28:20,358 - mmaction - INFO - Epoch [106][3340/3757] lr: 6.393e-02, eta: 5 days, 12:52:03, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.3406, top5_acc: 0.5992, loss_cls: 2.9911, loss: 2.9911, grad_norm: 2.6583 2020-07-28 15:28:36,152 - mmaction - INFO - Epoch [106][3360/3757] lr: 6.393e-02, eta: 5 days, 12:50:14, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6297, loss_cls: 2.8287, loss: 2.8287, grad_norm: 2.5652 2020-07-28 15:28:51,915 - mmaction - INFO - Epoch [106][3380/3757] lr: 6.393e-02, eta: 5 days, 12:48:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3375, top5_acc: 0.5867, loss_cls: 3.0505, loss: 3.0505, grad_norm: 2.5692 2020-07-28 15:29:07,706 - mmaction - INFO - Epoch [106][3400/3757] lr: 6.393e-02, eta: 5 days, 12:46:35, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6156, loss_cls: 2.8357, loss: 2.8357, grad_norm: 2.5918 2020-07-28 15:29:23,641 - mmaction - INFO - Epoch [106][3420/3757] lr: 6.393e-02, eta: 5 days, 12:44:58, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6125, loss_cls: 2.9033, loss: 2.9033, grad_norm: 2.5418 2020-07-28 15:29:39,348 - mmaction - INFO - Epoch [106][3440/3757] lr: 6.393e-02, eta: 5 days, 12:43:03, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6156, loss_cls: 2.8594, loss: 2.8594, grad_norm: 2.5603 2020-07-28 15:29:55,207 - mmaction - INFO - Epoch [106][3460/3757] lr: 6.393e-02, eta: 5 days, 12:41:21, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6133, loss_cls: 2.9002, loss: 2.9002, grad_norm: 2.6099 2020-07-28 15:30:11,019 - mmaction - INFO - Epoch [106][3480/3757] lr: 6.393e-02, eta: 5 days, 12:39:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3578, top5_acc: 0.5945, loss_cls: 2.9454, loss: 2.9454, grad_norm: 2.5789 2020-07-28 15:30:26,772 - mmaction - INFO - Epoch [106][3500/3757] lr: 6.393e-02, eta: 5 days, 12:37:46, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3633, top5_acc: 0.5922, loss_cls: 2.9357, loss: 2.9357, grad_norm: 2.5899 2020-07-28 15:30:42,679 - mmaction - INFO - Epoch [106][3520/3757] lr: 6.393e-02, eta: 5 days, 12:36:10, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3477, top5_acc: 0.5906, loss_cls: 2.9791, loss: 2.9791, grad_norm: 2.6179 2020-07-28 15:30:58,463 - mmaction - INFO - Epoch [106][3540/3757] lr: 6.393e-02, eta: 5 days, 12:34:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6305, loss_cls: 2.8572, loss: 2.8572, grad_norm: 2.5676 2020-07-28 15:31:14,383 - mmaction - INFO - Epoch [106][3560/3757] lr: 6.393e-02, eta: 5 days, 12:32:49, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6383, loss_cls: 2.7616, loss: 2.7616, grad_norm: 2.6001 2020-07-28 15:31:30,114 - mmaction - INFO - Epoch [106][3580/3757] lr: 6.393e-02, eta: 5 days, 12:31:01, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3484, top5_acc: 0.6141, loss_cls: 2.9634, loss: 2.9634, grad_norm: 2.6601 2020-07-28 15:31:45,950 - mmaction - INFO - Epoch [106][3600/3757] lr: 6.393e-02, eta: 5 days, 12:29:19, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3484, top5_acc: 0.6250, loss_cls: 2.8737, loss: 2.8737, grad_norm: 2.5842 2020-07-28 15:32:01,735 - mmaction - INFO - Epoch [106][3620/3757] lr: 6.393e-02, eta: 5 days, 12:27:36, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3305, top5_acc: 0.5867, loss_cls: 3.0184, loss: 3.0184, grad_norm: 2.5809 2020-07-28 15:32:17,464 - mmaction - INFO - Epoch [106][3640/3757] lr: 6.393e-02, eta: 5 days, 12:25:49, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6055, loss_cls: 2.9141, loss: 2.9141, grad_norm: 2.6111 2020-07-28 15:32:34,187 - mmaction - INFO - Epoch [106][3660/3757] lr: 6.393e-02, eta: 5 days, 12:25:18, time: 0.836, data_time: 0.003, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6125, loss_cls: 2.8713, loss: 2.8713, grad_norm: 2.6294 2020-07-28 15:32:50,027 - mmaction - INFO - Epoch [106][3680/3757] lr: 6.393e-02, eta: 5 days, 12:23:38, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6148, loss_cls: 2.8619, loss: 2.8619, grad_norm: 2.5751 2020-07-28 15:33:05,929 - mmaction - INFO - Epoch [106][3700/3757] lr: 6.393e-02, eta: 5 days, 12:22:04, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6305, loss_cls: 2.7733, loss: 2.7733, grad_norm: 2.5130 2020-07-28 15:33:21,568 - mmaction - INFO - Epoch [106][3720/3757] lr: 6.393e-02, eta: 5 days, 12:20:12, time: 0.783, data_time: 0.002, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6039, loss_cls: 2.9149, loss: 2.9149, grad_norm: 2.6740 2020-07-28 15:33:37,324 - mmaction - INFO - Epoch [106][3740/3757] lr: 6.393e-02, eta: 5 days, 12:18:29, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6070, loss_cls: 2.9477, loss: 2.9477, grad_norm: 2.6118 2020-07-28 15:38:27,157 - mmaction - INFO - Epoch [107][20/3757] lr: 6.334e-02, eta: 5 days, 16:56:09, time: 12.721, data_time: 11.825, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6344, loss_cls: 2.8375, loss: 2.8375, grad_norm: 2.6351 2020-07-28 15:38:43,375 - mmaction - INFO - Epoch [107][40/3757] lr: 6.334e-02, eta: 5 days, 16:54:17, time: 0.811, data_time: 0.014, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6273, loss_cls: 2.8450, loss: 2.8450, grad_norm: 2.5646 2020-07-28 15:38:59,053 - mmaction - INFO - Epoch [107][60/3757] lr: 6.334e-02, eta: 5 days, 16:51:45, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6234, loss_cls: 2.8348, loss: 2.8348, grad_norm: 2.6390 2020-07-28 15:39:14,875 - mmaction - INFO - Epoch [107][80/3757] lr: 6.334e-02, eta: 5 days, 16:49:20, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 2.8652, loss: 2.8652, grad_norm: 2.6277 2020-07-28 15:39:30,685 - mmaction - INFO - Epoch [107][100/3757] lr: 6.334e-02, eta: 5 days, 16:47:02, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6367, loss_cls: 2.8113, loss: 2.8113, grad_norm: 2.6407 2020-07-28 15:39:46,529 - mmaction - INFO - Epoch [107][120/3757] lr: 6.334e-02, eta: 5 days, 16:44:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3508, top5_acc: 0.5945, loss_cls: 2.9718, loss: 2.9718, grad_norm: 2.6227 2020-07-28 15:40:02,334 - mmaction - INFO - Epoch [107][140/3757] lr: 6.334e-02, eta: 5 days, 16:42:24, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6273, loss_cls: 2.8546, loss: 2.8546, grad_norm: 2.6280 2020-07-28 15:40:18,284 - mmaction - INFO - Epoch [107][160/3757] lr: 6.334e-02, eta: 5 days, 16:40:15, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6281, loss_cls: 2.8991, loss: 2.8991, grad_norm: 2.6294 2020-07-28 15:40:34,069 - mmaction - INFO - Epoch [107][180/3757] lr: 6.334e-02, eta: 5 days, 16:37:55, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3414, top5_acc: 0.6188, loss_cls: 2.8952, loss: 2.8952, grad_norm: 2.6848 2020-07-28 15:40:49,914 - mmaction - INFO - Epoch [107][200/3757] lr: 6.334e-02, eta: 5 days, 16:35:39, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6320, loss_cls: 2.7535, loss: 2.7535, grad_norm: 2.6297 2020-07-28 15:41:05,708 - mmaction - INFO - Epoch [107][220/3757] lr: 6.334e-02, eta: 5 days, 16:33:20, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6297, loss_cls: 2.8615, loss: 2.8615, grad_norm: 2.6632 2020-07-28 15:41:21,511 - mmaction - INFO - Epoch [107][240/3757] lr: 6.334e-02, eta: 5 days, 16:31:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6539, loss_cls: 2.7528, loss: 2.7528, grad_norm: 2.6243 2020-07-28 15:41:37,372 - mmaction - INFO - Epoch [107][260/3757] lr: 6.334e-02, eta: 5 days, 16:28:50, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6297, loss_cls: 2.8460, loss: 2.8460, grad_norm: 2.6301 2020-07-28 15:41:53,199 - mmaction - INFO - Epoch [107][280/3757] lr: 6.334e-02, eta: 5 days, 16:26:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6078, loss_cls: 2.8615, loss: 2.8615, grad_norm: 2.6841 2020-07-28 15:42:09,029 - mmaction - INFO - Epoch [107][300/3757] lr: 6.334e-02, eta: 5 days, 16:24:23, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6117, loss_cls: 2.8632, loss: 2.8632, grad_norm: 2.6144 2020-07-28 15:42:24,858 - mmaction - INFO - Epoch [107][320/3757] lr: 6.334e-02, eta: 5 days, 16:22:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6008, loss_cls: 2.9389, loss: 2.9389, grad_norm: 2.6267 2020-07-28 15:42:40,749 - mmaction - INFO - Epoch [107][340/3757] lr: 6.334e-02, eta: 5 days, 16:20:01, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6156, loss_cls: 2.9370, loss: 2.9370, grad_norm: 2.6395 2020-07-28 15:42:56,570 - mmaction - INFO - Epoch [107][360/3757] lr: 6.334e-02, eta: 5 days, 16:17:47, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6133, loss_cls: 2.8941, loss: 2.8941, grad_norm: 2.5730 2020-07-28 15:43:12,297 - mmaction - INFO - Epoch [107][380/3757] lr: 6.334e-02, eta: 5 days, 16:15:31, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6203, loss_cls: 2.9120, loss: 2.9120, grad_norm: 2.5665 2020-07-28 15:43:28,162 - mmaction - INFO - Epoch [107][400/3757] lr: 6.334e-02, eta: 5 days, 16:13:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6297, loss_cls: 2.8368, loss: 2.8368, grad_norm: 2.6429 2020-07-28 15:43:44,036 - mmaction - INFO - Epoch [107][420/3757] lr: 6.334e-02, eta: 5 days, 16:11:15, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6383, loss_cls: 2.7438, loss: 2.7438, grad_norm: 2.6466 2020-07-28 15:43:59,894 - mmaction - INFO - Epoch [107][440/3757] lr: 6.334e-02, eta: 5 days, 16:09:07, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6125, loss_cls: 2.8715, loss: 2.8715, grad_norm: 2.6621 2020-07-28 15:44:15,793 - mmaction - INFO - Epoch [107][460/3757] lr: 6.334e-02, eta: 5 days, 16:07:04, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6391, loss_cls: 2.8598, loss: 2.8598, grad_norm: 2.6400 2020-07-28 15:44:31,654 - mmaction - INFO - Epoch [107][480/3757] lr: 6.334e-02, eta: 5 days, 16:04:57, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6312, loss_cls: 2.7942, loss: 2.7942, grad_norm: 2.6553 2020-07-28 15:44:47,434 - mmaction - INFO - Epoch [107][500/3757] lr: 6.334e-02, eta: 5 days, 16:02:45, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6320, loss_cls: 2.7750, loss: 2.7750, grad_norm: 2.6006 2020-07-28 15:45:03,672 - mmaction - INFO - Epoch [107][520/3757] lr: 6.334e-02, eta: 5 days, 16:01:07, time: 0.813, data_time: 0.021, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6242, loss_cls: 2.8475, loss: 2.8475, grad_norm: 2.5959 2020-07-28 15:45:19,400 - mmaction - INFO - Epoch [107][540/3757] lr: 6.334e-02, eta: 5 days, 15:58:54, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6266, loss_cls: 2.8463, loss: 2.8463, grad_norm: 2.5721 2020-07-28 15:45:35,162 - mmaction - INFO - Epoch [107][560/3757] lr: 6.334e-02, eta: 5 days, 15:56:42, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6148, loss_cls: 2.8531, loss: 2.8531, grad_norm: 2.6892 2020-07-28 15:45:50,980 - mmaction - INFO - Epoch [107][580/3757] lr: 6.334e-02, eta: 5 days, 15:54:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6234, loss_cls: 2.8832, loss: 2.8832, grad_norm: 2.5661 2020-07-28 15:46:06,804 - mmaction - INFO - Epoch [107][600/3757] lr: 6.334e-02, eta: 5 days, 15:52:31, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6406, loss_cls: 2.7959, loss: 2.7959, grad_norm: 2.6274 2020-07-28 15:46:22,623 - mmaction - INFO - Epoch [107][620/3757] lr: 6.334e-02, eta: 5 days, 15:50:25, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3430, top5_acc: 0.6094, loss_cls: 2.8911, loss: 2.8911, grad_norm: 2.6447 2020-07-28 15:46:38,560 - mmaction - INFO - Epoch [107][640/3757] lr: 6.334e-02, eta: 5 days, 15:48:27, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6203, loss_cls: 2.8796, loss: 2.8796, grad_norm: 2.5689 2020-07-28 15:46:54,343 - mmaction - INFO - Epoch [107][660/3757] lr: 6.334e-02, eta: 5 days, 15:46:23, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6320, loss_cls: 2.7769, loss: 2.7769, grad_norm: 2.5095 2020-07-28 15:47:10,127 - mmaction - INFO - Epoch [107][680/3757] lr: 6.334e-02, eta: 5 days, 15:44:16, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6367, loss_cls: 2.7549, loss: 2.7549, grad_norm: 2.6723 2020-07-28 15:47:25,891 - mmaction - INFO - Epoch [107][700/3757] lr: 6.334e-02, eta: 5 days, 15:42:08, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6336, loss_cls: 2.7921, loss: 2.7921, grad_norm: 2.6196 2020-07-28 15:47:41,758 - mmaction - INFO - Epoch [107][720/3757] lr: 6.334e-02, eta: 5 days, 15:40:09, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6320, loss_cls: 2.8313, loss: 2.8313, grad_norm: 2.6652 2020-07-28 15:47:57,591 - mmaction - INFO - Epoch [107][740/3757] lr: 6.334e-02, eta: 5 days, 15:38:09, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6188, loss_cls: 2.8035, loss: 2.8035, grad_norm: 2.5758 2020-07-28 15:48:13,477 - mmaction - INFO - Epoch [107][760/3757] lr: 6.334e-02, eta: 5 days, 15:36:11, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6305, loss_cls: 2.8332, loss: 2.8332, grad_norm: 2.6438 2020-07-28 15:48:29,152 - mmaction - INFO - Epoch [107][780/3757] lr: 6.334e-02, eta: 5 days, 15:34:01, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6172, loss_cls: 2.8537, loss: 2.8537, grad_norm: 2.6495 2020-07-28 15:48:44,940 - mmaction - INFO - Epoch [107][800/3757] lr: 6.334e-02, eta: 5 days, 15:31:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6242, loss_cls: 2.8155, loss: 2.8155, grad_norm: 2.6256 2020-07-28 15:49:00,784 - mmaction - INFO - Epoch [107][820/3757] lr: 6.334e-02, eta: 5 days, 15:29:59, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3391, top5_acc: 0.6102, loss_cls: 2.9180, loss: 2.9180, grad_norm: 2.6668 2020-07-28 15:49:16,561 - mmaction - INFO - Epoch [107][840/3757] lr: 6.334e-02, eta: 5 days, 15:27:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6305, loss_cls: 2.7949, loss: 2.7949, grad_norm: 2.5544 2020-07-28 15:49:32,328 - mmaction - INFO - Epoch [107][860/3757] lr: 6.334e-02, eta: 5 days, 15:25:55, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6297, loss_cls: 2.8377, loss: 2.8377, grad_norm: 2.6554 2020-07-28 15:49:48,146 - mmaction - INFO - Epoch [107][880/3757] lr: 6.334e-02, eta: 5 days, 15:23:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6406, loss_cls: 2.7116, loss: 2.7116, grad_norm: 2.5731 2020-07-28 15:50:03,980 - mmaction - INFO - Epoch [107][900/3757] lr: 6.334e-02, eta: 5 days, 15:21:58, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3430, top5_acc: 0.6117, loss_cls: 2.9272, loss: 2.9272, grad_norm: 2.6485 2020-07-28 15:50:19,671 - mmaction - INFO - Epoch [107][920/3757] lr: 6.334e-02, eta: 5 days, 15:19:53, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6273, loss_cls: 2.8247, loss: 2.8247, grad_norm: 2.5827 2020-07-28 15:50:35,458 - mmaction - INFO - Epoch [107][940/3757] lr: 6.334e-02, eta: 5 days, 15:17:54, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6273, loss_cls: 2.8404, loss: 2.8404, grad_norm: 2.5962 2020-07-28 15:50:51,292 - mmaction - INFO - Epoch [107][960/3757] lr: 6.334e-02, eta: 5 days, 15:15:58, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.5984, loss_cls: 2.8726, loss: 2.8726, grad_norm: 2.6253 2020-07-28 15:51:07,093 - mmaction - INFO - Epoch [107][980/3757] lr: 6.334e-02, eta: 5 days, 15:14:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3492, top5_acc: 0.6109, loss_cls: 2.9044, loss: 2.9044, grad_norm: 2.5548 2020-07-28 15:51:22,897 - mmaction - INFO - Epoch [107][1000/3757] lr: 6.334e-02, eta: 5 days, 15:12:01, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6195, loss_cls: 2.8918, loss: 2.8918, grad_norm: 2.5919 2020-07-28 15:51:38,715 - mmaction - INFO - Epoch [107][1020/3757] lr: 6.334e-02, eta: 5 days, 15:10:08, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6344, loss_cls: 2.7799, loss: 2.7799, grad_norm: 2.6414 2020-07-28 15:51:54,529 - mmaction - INFO - Epoch [107][1040/3757] lr: 6.334e-02, eta: 5 days, 15:08:14, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6211, loss_cls: 2.8431, loss: 2.8431, grad_norm: 2.7501 2020-07-28 15:52:10,361 - mmaction - INFO - Epoch [107][1060/3757] lr: 6.334e-02, eta: 5 days, 15:06:20, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6102, loss_cls: 2.9175, loss: 2.9175, grad_norm: 2.6593 2020-07-28 15:52:26,142 - mmaction - INFO - Epoch [107][1080/3757] lr: 6.334e-02, eta: 5 days, 15:04:23, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6047, loss_cls: 2.9302, loss: 2.9302, grad_norm: 2.6693 2020-07-28 15:52:41,958 - mmaction - INFO - Epoch [107][1100/3757] lr: 6.334e-02, eta: 5 days, 15:02:31, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6258, loss_cls: 2.8006, loss: 2.8006, grad_norm: 2.6234 2020-07-28 15:52:57,699 - mmaction - INFO - Epoch [107][1120/3757] lr: 6.334e-02, eta: 5 days, 15:00:32, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6164, loss_cls: 2.9064, loss: 2.9064, grad_norm: 2.6282 2020-07-28 15:53:13,508 - mmaction - INFO - Epoch [107][1140/3757] lr: 6.334e-02, eta: 5 days, 14:58:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3453, top5_acc: 0.5844, loss_cls: 3.0244, loss: 3.0244, grad_norm: 2.6172 2020-07-28 15:53:29,299 - mmaction - INFO - Epoch [107][1160/3757] lr: 6.334e-02, eta: 5 days, 14:56:45, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6281, loss_cls: 2.8293, loss: 2.8293, grad_norm: 2.6330 2020-07-28 15:53:45,110 - mmaction - INFO - Epoch [107][1180/3757] lr: 6.334e-02, eta: 5 days, 14:54:53, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6125, loss_cls: 2.8971, loss: 2.8971, grad_norm: 2.6314 2020-07-28 15:54:00,866 - mmaction - INFO - Epoch [107][1200/3757] lr: 6.334e-02, eta: 5 days, 14:52:58, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3445, top5_acc: 0.6023, loss_cls: 2.9744, loss: 2.9744, grad_norm: 2.6122 2020-07-28 15:54:16,625 - mmaction - INFO - Epoch [107][1220/3757] lr: 6.334e-02, eta: 5 days, 14:51:02, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3445, top5_acc: 0.6156, loss_cls: 2.9208, loss: 2.9208, grad_norm: 2.5936 2020-07-28 15:54:32,508 - mmaction - INFO - Epoch [107][1240/3757] lr: 6.334e-02, eta: 5 days, 14:49:18, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6180, loss_cls: 2.8999, loss: 2.8999, grad_norm: 2.6039 2020-07-28 15:54:48,457 - mmaction - INFO - Epoch [107][1260/3757] lr: 6.334e-02, eta: 5 days, 14:47:35, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6141, loss_cls: 2.8706, loss: 2.8706, grad_norm: 2.6823 2020-07-28 15:55:04,253 - mmaction - INFO - Epoch [107][1280/3757] lr: 6.334e-02, eta: 5 days, 14:45:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6367, loss_cls: 2.8590, loss: 2.8590, grad_norm: 2.7108 2020-07-28 15:55:19,955 - mmaction - INFO - Epoch [107][1300/3757] lr: 6.334e-02, eta: 5 days, 14:43:49, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3625, top5_acc: 0.5961, loss_cls: 2.9394, loss: 2.9394, grad_norm: 2.6395 2020-07-28 15:55:35,758 - mmaction - INFO - Epoch [107][1320/3757] lr: 6.334e-02, eta: 5 days, 14:41:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6070, loss_cls: 2.9272, loss: 2.9272, grad_norm: 2.5669 2020-07-28 15:55:51,571 - mmaction - INFO - Epoch [107][1340/3757] lr: 6.334e-02, eta: 5 days, 14:40:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3461, top5_acc: 0.6102, loss_cls: 2.8936, loss: 2.8936, grad_norm: 2.6126 2020-07-28 15:56:07,438 - mmaction - INFO - Epoch [107][1360/3757] lr: 6.334e-02, eta: 5 days, 14:38:25, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3563, top5_acc: 0.5945, loss_cls: 2.9662, loss: 2.9662, grad_norm: 2.6080 2020-07-28 15:56:23,166 - mmaction - INFO - Epoch [107][1380/3757] lr: 6.334e-02, eta: 5 days, 14:36:33, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6070, loss_cls: 2.9396, loss: 2.9396, grad_norm: 2.6042 2020-07-28 15:56:38,941 - mmaction - INFO - Epoch [107][1400/3757] lr: 6.334e-02, eta: 5 days, 14:34:41, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6203, loss_cls: 2.8378, loss: 2.8378, grad_norm: 2.5942 2020-07-28 15:56:55,226 - mmaction - INFO - Epoch [107][1420/3757] lr: 6.334e-02, eta: 5 days, 14:33:25, time: 0.815, data_time: 0.030, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6352, loss_cls: 2.7724, loss: 2.7724, grad_norm: 2.5912 2020-07-28 15:57:11,074 - mmaction - INFO - Epoch [107][1440/3757] lr: 6.334e-02, eta: 5 days, 14:31:42, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6453, loss_cls: 2.8511, loss: 2.8511, grad_norm: 2.6409 2020-07-28 15:57:26,764 - mmaction - INFO - Epoch [107][1460/3757] lr: 6.334e-02, eta: 5 days, 14:29:47, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6219, loss_cls: 2.9134, loss: 2.9134, grad_norm: 2.6361 2020-07-28 15:57:42,581 - mmaction - INFO - Epoch [107][1480/3757] lr: 6.334e-02, eta: 5 days, 14:28:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6344, loss_cls: 2.8125, loss: 2.8125, grad_norm: 2.7178 2020-07-28 15:57:58,413 - mmaction - INFO - Epoch [107][1500/3757] lr: 6.334e-02, eta: 5 days, 14:26:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6219, loss_cls: 2.8329, loss: 2.8329, grad_norm: 2.6636 2020-07-28 15:58:14,135 - mmaction - INFO - Epoch [107][1520/3757] lr: 6.334e-02, eta: 5 days, 14:24:28, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3461, top5_acc: 0.6133, loss_cls: 2.9552, loss: 2.9552, grad_norm: 2.6196 2020-07-28 15:58:30,047 - mmaction - INFO - Epoch [107][1540/3757] lr: 6.334e-02, eta: 5 days, 14:22:49, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6211, loss_cls: 2.8747, loss: 2.8747, grad_norm: 2.5945 2020-07-28 15:58:45,864 - mmaction - INFO - Epoch [107][1560/3757] lr: 6.334e-02, eta: 5 days, 14:21:06, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6242, loss_cls: 2.8566, loss: 2.8566, grad_norm: 2.5808 2020-07-28 15:59:01,711 - mmaction - INFO - Epoch [107][1580/3757] lr: 6.334e-02, eta: 5 days, 14:19:24, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3484, top5_acc: 0.6094, loss_cls: 2.9406, loss: 2.9406, grad_norm: 2.6498 2020-07-28 15:59:17,451 - mmaction - INFO - Epoch [107][1600/3757] lr: 6.334e-02, eta: 5 days, 14:17:36, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6211, loss_cls: 2.8009, loss: 2.8009, grad_norm: 2.5621 2020-07-28 15:59:33,207 - mmaction - INFO - Epoch [107][1620/3757] lr: 6.334e-02, eta: 5 days, 14:15:50, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3531, top5_acc: 0.5977, loss_cls: 2.9991, loss: 2.9991, grad_norm: 2.6225 2020-07-28 15:59:48,997 - mmaction - INFO - Epoch [107][1640/3757] lr: 6.334e-02, eta: 5 days, 14:14:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6117, loss_cls: 2.8792, loss: 2.8792, grad_norm: 2.6115 2020-07-28 16:00:13,033 - mmaction - INFO - Epoch [107][1660/3757] lr: 6.334e-02, eta: 5 days, 14:20:33, time: 1.190, data_time: 0.003, memory: 6192, top1_acc: 0.3469, top5_acc: 0.6008, loss_cls: 2.9449, loss: 2.9449, grad_norm: 2.6950 2020-07-28 16:00:28,913 - mmaction - INFO - Epoch [107][1680/3757] lr: 6.334e-02, eta: 5 days, 14:19:08, time: 0.806, data_time: 0.017, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6273, loss_cls: 2.7769, loss: 2.7769, grad_norm: 2.6388 2020-07-28 16:00:44,689 - mmaction - INFO - Epoch [107][1700/3757] lr: 6.334e-02, eta: 5 days, 14:17:23, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6195, loss_cls: 2.9445, loss: 2.9445, grad_norm: 2.6172 2020-07-28 16:01:00,446 - mmaction - INFO - Epoch [107][1720/3757] lr: 6.334e-02, eta: 5 days, 14:15:37, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6227, loss_cls: 2.8752, loss: 2.8752, grad_norm: 2.6239 2020-07-28 16:01:16,310 - mmaction - INFO - Epoch [107][1740/3757] lr: 6.334e-02, eta: 5 days, 14:13:58, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6297, loss_cls: 2.7779, loss: 2.7779, grad_norm: 2.5511 2020-07-28 16:01:32,020 - mmaction - INFO - Epoch [107][1760/3757] lr: 6.334e-02, eta: 5 days, 14:12:11, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.3555, top5_acc: 0.5938, loss_cls: 2.9326, loss: 2.9326, grad_norm: 2.6609 2020-07-28 16:01:47,886 - mmaction - INFO - Epoch [107][1780/3757] lr: 6.334e-02, eta: 5 days, 14:10:33, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6172, loss_cls: 2.8611, loss: 2.8611, grad_norm: 2.6114 2020-07-28 16:02:03,570 - mmaction - INFO - Epoch [107][1800/3757] lr: 6.334e-02, eta: 5 days, 14:08:46, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6203, loss_cls: 2.8924, loss: 2.8924, grad_norm: 2.7103 2020-07-28 16:02:19,486 - mmaction - INFO - Epoch [107][1820/3757] lr: 6.334e-02, eta: 5 days, 14:07:10, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6133, loss_cls: 2.8915, loss: 2.8915, grad_norm: 2.6927 2020-07-28 16:02:35,265 - mmaction - INFO - Epoch [107][1840/3757] lr: 6.334e-02, eta: 5 days, 14:05:29, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6250, loss_cls: 2.8127, loss: 2.8127, grad_norm: 2.5535 2020-07-28 16:02:51,169 - mmaction - INFO - Epoch [107][1860/3757] lr: 6.334e-02, eta: 5 days, 14:03:55, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6383, loss_cls: 2.8699, loss: 2.8699, grad_norm: 2.6796 2020-07-28 16:03:06,898 - mmaction - INFO - Epoch [107][1880/3757] lr: 6.334e-02, eta: 5 days, 14:02:11, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6055, loss_cls: 3.0316, loss: 3.0316, grad_norm: 2.5617 2020-07-28 16:03:22,735 - mmaction - INFO - Epoch [107][1900/3757] lr: 6.334e-02, eta: 5 days, 14:00:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6008, loss_cls: 2.9453, loss: 2.9453, grad_norm: 2.5456 2020-07-28 16:03:38,462 - mmaction - INFO - Epoch [107][1920/3757] lr: 6.334e-02, eta: 5 days, 13:58:50, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6195, loss_cls: 2.8812, loss: 2.8812, grad_norm: 2.6571 2020-07-28 16:03:54,327 - mmaction - INFO - Epoch [107][1940/3757] lr: 6.334e-02, eta: 5 days, 13:57:15, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6148, loss_cls: 2.9107, loss: 2.9107, grad_norm: 2.6851 2020-07-28 16:04:10,098 - mmaction - INFO - Epoch [107][1960/3757] lr: 6.334e-02, eta: 5 days, 13:55:35, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3406, top5_acc: 0.5992, loss_cls: 3.0177, loss: 3.0177, grad_norm: 2.6422 2020-07-28 16:04:25,881 - mmaction - INFO - Epoch [107][1980/3757] lr: 6.334e-02, eta: 5 days, 13:53:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3406, top5_acc: 0.6055, loss_cls: 2.9654, loss: 2.9654, grad_norm: 2.6686 2020-07-28 16:04:41,736 - mmaction - INFO - Epoch [107][2000/3757] lr: 6.334e-02, eta: 5 days, 13:52:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3531, top5_acc: 0.5930, loss_cls: 2.9691, loss: 2.9691, grad_norm: 2.6229 2020-07-28 16:04:57,625 - mmaction - INFO - Epoch [107][2020/3757] lr: 6.334e-02, eta: 5 days, 13:50:48, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3492, top5_acc: 0.6094, loss_cls: 2.9572, loss: 2.9572, grad_norm: 2.5832 2020-07-28 16:05:13,424 - mmaction - INFO - Epoch [107][2040/3757] lr: 6.334e-02, eta: 5 days, 13:49:11, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6172, loss_cls: 2.8112, loss: 2.8112, grad_norm: 2.5306 2020-07-28 16:05:29,297 - mmaction - INFO - Epoch [107][2060/3757] lr: 6.334e-02, eta: 5 days, 13:47:38, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6008, loss_cls: 2.9575, loss: 2.9575, grad_norm: 2.6198 2020-07-28 16:05:45,150 - mmaction - INFO - Epoch [107][2080/3757] lr: 6.334e-02, eta: 5 days, 13:46:05, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6398, loss_cls: 2.8209, loss: 2.8209, grad_norm: 2.6644 2020-07-28 16:06:00,984 - mmaction - INFO - Epoch [107][2100/3757] lr: 6.334e-02, eta: 5 days, 13:44:31, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6289, loss_cls: 2.8355, loss: 2.8355, grad_norm: 2.5774 2020-07-28 16:06:16,750 - mmaction - INFO - Epoch [107][2120/3757] lr: 6.334e-02, eta: 5 days, 13:42:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6047, loss_cls: 2.9417, loss: 2.9417, grad_norm: 2.6371 2020-07-28 16:06:32,500 - mmaction - INFO - Epoch [107][2140/3757] lr: 6.334e-02, eta: 5 days, 13:41:14, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3391, top5_acc: 0.6016, loss_cls: 2.9873, loss: 2.9873, grad_norm: 2.6818 2020-07-28 16:06:48,339 - mmaction - INFO - Epoch [107][2160/3757] lr: 6.334e-02, eta: 5 days, 13:39:42, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6312, loss_cls: 2.8149, loss: 2.8149, grad_norm: 2.5944 2020-07-28 16:07:04,102 - mmaction - INFO - Epoch [107][2180/3757] lr: 6.334e-02, eta: 5 days, 13:38:05, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3430, top5_acc: 0.6219, loss_cls: 2.9269, loss: 2.9269, grad_norm: 2.6522 2020-07-28 16:07:19,879 - mmaction - INFO - Epoch [107][2200/3757] lr: 6.334e-02, eta: 5 days, 13:36:28, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3484, top5_acc: 0.6156, loss_cls: 2.9252, loss: 2.9252, grad_norm: 2.5880 2020-07-28 16:07:35,634 - mmaction - INFO - Epoch [107][2220/3757] lr: 6.334e-02, eta: 5 days, 13:34:52, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6227, loss_cls: 2.8500, loss: 2.8500, grad_norm: 2.6260 2020-07-28 16:07:51,468 - mmaction - INFO - Epoch [107][2240/3757] lr: 6.334e-02, eta: 5 days, 13:33:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3469, top5_acc: 0.6086, loss_cls: 2.9692, loss: 2.9692, grad_norm: 2.6186 2020-07-28 16:08:07,270 - mmaction - INFO - Epoch [107][2260/3757] lr: 6.334e-02, eta: 5 days, 13:31:46, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3406, top5_acc: 0.5984, loss_cls: 2.9455, loss: 2.9455, grad_norm: 2.6362 2020-07-28 16:08:23,127 - mmaction - INFO - Epoch [107][2280/3757] lr: 6.334e-02, eta: 5 days, 13:30:15, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6141, loss_cls: 2.9095, loss: 2.9095, grad_norm: 2.5548 2020-07-28 16:08:38,805 - mmaction - INFO - Epoch [107][2300/3757] lr: 6.334e-02, eta: 5 days, 13:28:36, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6164, loss_cls: 2.9062, loss: 2.9062, grad_norm: 2.6325 2020-07-28 16:08:54,645 - mmaction - INFO - Epoch [107][2320/3757] lr: 6.334e-02, eta: 5 days, 13:27:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6367, loss_cls: 2.8165, loss: 2.8165, grad_norm: 2.6170 2020-07-28 16:09:10,419 - mmaction - INFO - Epoch [107][2340/3757] lr: 6.334e-02, eta: 5 days, 13:25:32, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6031, loss_cls: 2.9041, loss: 2.9041, grad_norm: 2.6457 2020-07-28 16:09:26,201 - mmaction - INFO - Epoch [107][2360/3757] lr: 6.334e-02, eta: 5 days, 13:23:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6367, loss_cls: 2.7617, loss: 2.7617, grad_norm: 2.5334 2020-07-28 16:09:42,016 - mmaction - INFO - Epoch [107][2380/3757] lr: 6.334e-02, eta: 5 days, 13:22:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6109, loss_cls: 2.9034, loss: 2.9034, grad_norm: 2.6804 2020-07-28 16:09:57,818 - mmaction - INFO - Epoch [107][2400/3757] lr: 6.334e-02, eta: 5 days, 13:20:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6164, loss_cls: 2.8911, loss: 2.8911, grad_norm: 2.6241 2020-07-28 16:10:13,580 - mmaction - INFO - Epoch [107][2420/3757] lr: 6.334e-02, eta: 5 days, 13:19:23, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 2.9542, loss: 2.9542, grad_norm: 2.5968 2020-07-28 16:10:29,321 - mmaction - INFO - Epoch [107][2440/3757] lr: 6.334e-02, eta: 5 days, 13:17:50, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6180, loss_cls: 2.8620, loss: 2.8620, grad_norm: 2.7247 2020-07-28 16:10:45,168 - mmaction - INFO - Epoch [107][2460/3757] lr: 6.334e-02, eta: 5 days, 13:16:21, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.9215, loss: 2.9215, grad_norm: 2.6597 2020-07-28 16:11:00,947 - mmaction - INFO - Epoch [107][2480/3757] lr: 6.334e-02, eta: 5 days, 13:14:50, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6109, loss_cls: 2.8999, loss: 2.8999, grad_norm: 2.6217 2020-07-28 16:11:16,765 - mmaction - INFO - Epoch [107][2500/3757] lr: 6.334e-02, eta: 5 days, 13:13:21, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6148, loss_cls: 2.9168, loss: 2.9168, grad_norm: 2.5921 2020-07-28 16:11:32,624 - mmaction - INFO - Epoch [107][2520/3757] lr: 6.334e-02, eta: 5 days, 13:11:55, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6305, loss_cls: 2.8955, loss: 2.8955, grad_norm: 2.6375 2020-07-28 16:11:48,369 - mmaction - INFO - Epoch [107][2540/3757] lr: 6.334e-02, eta: 5 days, 13:10:23, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6250, loss_cls: 2.8652, loss: 2.8652, grad_norm: 2.6697 2020-07-28 16:12:04,204 - mmaction - INFO - Epoch [107][2560/3757] lr: 6.334e-02, eta: 5 days, 13:08:55, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6148, loss_cls: 2.8841, loss: 2.8841, grad_norm: 2.7214 2020-07-28 16:12:19,995 - mmaction - INFO - Epoch [107][2580/3757] lr: 6.334e-02, eta: 5 days, 13:07:26, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6289, loss_cls: 2.8988, loss: 2.8988, grad_norm: 2.6382 2020-07-28 16:12:35,801 - mmaction - INFO - Epoch [107][2600/3757] lr: 6.334e-02, eta: 5 days, 13:05:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6320, loss_cls: 2.8241, loss: 2.8241, grad_norm: 2.5830 2020-07-28 16:12:51,711 - mmaction - INFO - Epoch [107][2620/3757] lr: 6.334e-02, eta: 5 days, 13:04:36, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6188, loss_cls: 2.8839, loss: 2.8839, grad_norm: 2.5921 2020-07-28 16:13:07,487 - mmaction - INFO - Epoch [107][2640/3757] lr: 6.334e-02, eta: 5 days, 13:03:06, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6320, loss_cls: 2.8035, loss: 2.8035, grad_norm: 2.5803 2020-07-28 16:13:23,321 - mmaction - INFO - Epoch [107][2660/3757] lr: 6.334e-02, eta: 5 days, 13:01:41, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3367, top5_acc: 0.6008, loss_cls: 2.9707, loss: 2.9707, grad_norm: 2.6694 2020-07-28 16:13:39,183 - mmaction - INFO - Epoch [107][2680/3757] lr: 6.334e-02, eta: 5 days, 13:00:17, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6008, loss_cls: 2.8941, loss: 2.8941, grad_norm: 2.5532 2020-07-28 16:13:55,135 - mmaction - INFO - Epoch [107][2700/3757] lr: 6.334e-02, eta: 5 days, 12:58:55, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.7703, loss: 2.7703, grad_norm: 2.6112 2020-07-28 16:14:11,026 - mmaction - INFO - Epoch [107][2720/3757] lr: 6.334e-02, eta: 5 days, 12:57:37, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.3406, top5_acc: 0.6023, loss_cls: 2.9532, loss: 2.9532, grad_norm: 2.5774 2020-07-28 16:14:27,026 - mmaction - INFO - Epoch [107][2740/3757] lr: 6.334e-02, eta: 5 days, 12:56:20, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.9295, loss: 2.9295, grad_norm: 2.5611 2020-07-28 16:14:43,045 - mmaction - INFO - Epoch [107][2760/3757] lr: 6.334e-02, eta: 5 days, 12:55:06, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6047, loss_cls: 2.8924, loss: 2.8924, grad_norm: 2.5908 2020-07-28 16:14:58,954 - mmaction - INFO - Epoch [107][2780/3757] lr: 6.334e-02, eta: 5 days, 12:53:46, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6398, loss_cls: 2.8241, loss: 2.8241, grad_norm: 2.5771 2020-07-28 16:15:14,898 - mmaction - INFO - Epoch [107][2800/3757] lr: 6.334e-02, eta: 5 days, 12:52:29, time: 0.798, data_time: 0.002, memory: 6192, top1_acc: 0.3453, top5_acc: 0.6102, loss_cls: 2.9076, loss: 2.9076, grad_norm: 2.5874 2020-07-28 16:15:30,819 - mmaction - INFO - Epoch [107][2820/3757] lr: 6.334e-02, eta: 5 days, 12:51:10, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.3484, top5_acc: 0.6195, loss_cls: 2.9040, loss: 2.9040, grad_norm: 2.5577 2020-07-28 16:15:46,748 - mmaction - INFO - Epoch [107][2840/3757] lr: 6.334e-02, eta: 5 days, 12:49:51, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6266, loss_cls: 2.8714, loss: 2.8714, grad_norm: 2.6239 2020-07-28 16:16:02,579 - mmaction - INFO - Epoch [107][2860/3757] lr: 6.334e-02, eta: 5 days, 12:48:29, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6234, loss_cls: 2.8789, loss: 2.8789, grad_norm: 2.5977 2020-07-28 16:16:18,441 - mmaction - INFO - Epoch [107][2880/3757] lr: 6.334e-02, eta: 5 days, 12:47:07, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6148, loss_cls: 2.9329, loss: 2.9329, grad_norm: 2.5749 2020-07-28 16:16:34,399 - mmaction - INFO - Epoch [107][2900/3757] lr: 6.334e-02, eta: 5 days, 12:45:51, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6266, loss_cls: 2.8094, loss: 2.8094, grad_norm: 2.5822 2020-07-28 16:16:50,311 - mmaction - INFO - Epoch [107][2920/3757] lr: 6.334e-02, eta: 5 days, 12:44:31, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3422, top5_acc: 0.6148, loss_cls: 2.9621, loss: 2.9621, grad_norm: 2.6231 2020-07-28 16:17:06,213 - mmaction - INFO - Epoch [107][2940/3757] lr: 6.334e-02, eta: 5 days, 12:43:15, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6156, loss_cls: 2.8619, loss: 2.8619, grad_norm: 2.5860 2020-07-28 16:17:22,157 - mmaction - INFO - Epoch [107][2960/3757] lr: 6.334e-02, eta: 5 days, 12:41:57, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3352, top5_acc: 0.5906, loss_cls: 3.0160, loss: 3.0160, grad_norm: 2.6159 2020-07-28 16:17:38,173 - mmaction - INFO - Epoch [107][2980/3757] lr: 6.334e-02, eta: 5 days, 12:40:44, time: 0.800, data_time: 0.011, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6055, loss_cls: 2.9432, loss: 2.9432, grad_norm: 2.5711 2020-07-28 16:17:54,182 - mmaction - INFO - Epoch [107][3000/3757] lr: 6.334e-02, eta: 5 days, 12:39:34, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6242, loss_cls: 2.8488, loss: 2.8488, grad_norm: 2.6829 2020-07-28 16:18:10,258 - mmaction - INFO - Epoch [107][3020/3757] lr: 6.334e-02, eta: 5 days, 12:38:26, time: 0.804, data_time: 0.001, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6352, loss_cls: 2.8591, loss: 2.8591, grad_norm: 2.5625 2020-07-28 16:18:26,281 - mmaction - INFO - Epoch [107][3040/3757] lr: 6.334e-02, eta: 5 days, 12:37:12, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6414, loss_cls: 2.7991, loss: 2.7991, grad_norm: 2.5917 2020-07-28 16:18:42,253 - mmaction - INFO - Epoch [107][3060/3757] lr: 6.334e-02, eta: 5 days, 12:36:01, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6242, loss_cls: 2.8856, loss: 2.8856, grad_norm: 2.6059 2020-07-28 16:18:58,193 - mmaction - INFO - Epoch [107][3080/3757] lr: 6.334e-02, eta: 5 days, 12:34:47, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6023, loss_cls: 2.9453, loss: 2.9453, grad_norm: 2.5987 2020-07-28 16:19:14,168 - mmaction - INFO - Epoch [107][3100/3757] lr: 6.334e-02, eta: 5 days, 12:33:33, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.3508, top5_acc: 0.5969, loss_cls: 2.9600, loss: 2.9600, grad_norm: 2.6994 2020-07-28 16:19:30,085 - mmaction - INFO - Epoch [107][3120/3757] lr: 6.334e-02, eta: 5 days, 12:32:17, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6172, loss_cls: 2.8925, loss: 2.8925, grad_norm: 2.6475 2020-07-28 16:19:46,112 - mmaction - INFO - Epoch [107][3140/3757] lr: 6.334e-02, eta: 5 days, 12:31:08, time: 0.801, data_time: 0.002, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6297, loss_cls: 2.8038, loss: 2.8038, grad_norm: 2.6548 2020-07-28 16:20:02,269 - mmaction - INFO - Epoch [107][3160/3757] lr: 6.334e-02, eta: 5 days, 12:30:05, time: 0.808, data_time: 0.013, memory: 6192, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 2.9964, loss: 2.9964, grad_norm: 2.6762 2020-07-28 16:20:18,205 - mmaction - INFO - Epoch [107][3180/3757] lr: 6.334e-02, eta: 5 days, 12:28:52, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6109, loss_cls: 2.9576, loss: 2.9576, grad_norm: 2.5541 2020-07-28 16:20:34,684 - mmaction - INFO - Epoch [107][3200/3757] lr: 6.334e-02, eta: 5 days, 12:28:05, time: 0.823, data_time: 0.019, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6102, loss_cls: 2.8902, loss: 2.8902, grad_norm: 2.5463 2020-07-28 16:20:57,729 - mmaction - INFO - Epoch [107][3220/3757] lr: 6.334e-02, eta: 5 days, 12:33:04, time: 1.153, data_time: 0.124, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6164, loss_cls: 2.8116, loss: 2.8116, grad_norm: 2.5661 2020-07-28 16:21:20,374 - mmaction - INFO - Epoch [107][3240/3757] lr: 6.334e-02, eta: 5 days, 12:37:39, time: 1.133, data_time: 0.116, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6164, loss_cls: 2.8866, loss: 2.8866, grad_norm: 2.6102 2020-07-28 16:21:41,564 - mmaction - INFO - Epoch [107][3260/3757] lr: 6.334e-02, eta: 5 days, 12:40:58, time: 1.060, data_time: 0.116, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6078, loss_cls: 2.9206, loss: 2.9206, grad_norm: 2.6569 2020-07-28 16:21:57,429 - mmaction - INFO - Epoch [107][3280/3757] lr: 6.334e-02, eta: 5 days, 12:39:39, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6305, loss_cls: 2.8429, loss: 2.8429, grad_norm: 2.6361 2020-07-28 16:22:13,213 - mmaction - INFO - Epoch [107][3300/3757] lr: 6.334e-02, eta: 5 days, 12:38:16, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6094, loss_cls: 2.8989, loss: 2.8989, grad_norm: 2.6070 2020-07-28 16:22:28,976 - mmaction - INFO - Epoch [107][3320/3757] lr: 6.334e-02, eta: 5 days, 12:36:53, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6297, loss_cls: 2.8110, loss: 2.8110, grad_norm: 2.5855 2020-07-28 16:22:44,840 - mmaction - INFO - Epoch [107][3340/3757] lr: 6.334e-02, eta: 5 days, 12:35:35, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6086, loss_cls: 2.9321, loss: 2.9321, grad_norm: 2.6793 2020-07-28 16:23:00,579 - mmaction - INFO - Epoch [107][3360/3757] lr: 6.334e-02, eta: 5 days, 12:34:11, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6273, loss_cls: 2.8753, loss: 2.8753, grad_norm: 2.5972 2020-07-28 16:23:16,430 - mmaction - INFO - Epoch [107][3380/3757] lr: 6.334e-02, eta: 5 days, 12:32:52, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6117, loss_cls: 2.9383, loss: 2.9383, grad_norm: 2.5980 2020-07-28 16:23:32,236 - mmaction - INFO - Epoch [107][3400/3757] lr: 6.334e-02, eta: 5 days, 12:31:33, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3367, top5_acc: 0.5898, loss_cls: 2.9654, loss: 2.9654, grad_norm: 2.6032 2020-07-28 16:23:48,039 - mmaction - INFO - Epoch [107][3420/3757] lr: 6.334e-02, eta: 5 days, 12:30:12, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6078, loss_cls: 2.8942, loss: 2.8942, grad_norm: 2.6434 2020-07-28 16:24:03,823 - mmaction - INFO - Epoch [107][3440/3757] lr: 6.334e-02, eta: 5 days, 12:28:52, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3492, top5_acc: 0.6078, loss_cls: 2.8874, loss: 2.8874, grad_norm: 2.6000 2020-07-28 16:24:19,681 - mmaction - INFO - Epoch [107][3460/3757] lr: 6.334e-02, eta: 5 days, 12:27:33, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6352, loss_cls: 2.7990, loss: 2.7990, grad_norm: 2.5735 2020-07-28 16:24:35,553 - mmaction - INFO - Epoch [107][3480/3757] lr: 6.334e-02, eta: 5 days, 12:26:19, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6211, loss_cls: 2.8240, loss: 2.8240, grad_norm: 2.5433 2020-07-28 16:24:51,304 - mmaction - INFO - Epoch [107][3500/3757] lr: 6.334e-02, eta: 5 days, 12:24:57, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6141, loss_cls: 2.8783, loss: 2.8783, grad_norm: 2.6360 2020-07-28 16:25:07,144 - mmaction - INFO - Epoch [107][3520/3757] lr: 6.334e-02, eta: 5 days, 12:23:40, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6109, loss_cls: 2.9371, loss: 2.9371, grad_norm: 2.6617 2020-07-28 16:25:22,903 - mmaction - INFO - Epoch [107][3540/3757] lr: 6.334e-02, eta: 5 days, 12:22:19, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6078, loss_cls: 2.8968, loss: 2.8968, grad_norm: 2.6018 2020-07-28 16:25:38,841 - mmaction - INFO - Epoch [107][3560/3757] lr: 6.334e-02, eta: 5 days, 12:21:08, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6133, loss_cls: 2.9103, loss: 2.9103, grad_norm: 2.5895 2020-07-28 16:25:54,555 - mmaction - INFO - Epoch [107][3580/3757] lr: 6.334e-02, eta: 5 days, 12:19:44, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6172, loss_cls: 2.9073, loss: 2.9073, grad_norm: 2.6772 2020-07-28 16:26:10,371 - mmaction - INFO - Epoch [107][3600/3757] lr: 6.334e-02, eta: 5 days, 12:18:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3430, top5_acc: 0.6125, loss_cls: 2.9641, loss: 2.9641, grad_norm: 2.6075 2020-07-28 16:26:26,772 - mmaction - INFO - Epoch [107][3620/3757] lr: 6.334e-02, eta: 5 days, 12:17:40, time: 0.820, data_time: 0.004, memory: 6192, top1_acc: 0.3461, top5_acc: 0.6086, loss_cls: 2.9466, loss: 2.9466, grad_norm: 2.5643 2020-07-28 16:26:42,511 - mmaction - INFO - Epoch [107][3640/3757] lr: 6.334e-02, eta: 5 days, 12:16:19, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6141, loss_cls: 2.8664, loss: 2.8664, grad_norm: 2.6326 2020-07-28 16:26:58,330 - mmaction - INFO - Epoch [107][3660/3757] lr: 6.334e-02, eta: 5 days, 12:15:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6172, loss_cls: 2.8633, loss: 2.8633, grad_norm: 2.6842 2020-07-28 16:27:14,113 - mmaction - INFO - Epoch [107][3680/3757] lr: 6.334e-02, eta: 5 days, 12:13:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6375, loss_cls: 2.7933, loss: 2.7933, grad_norm: 2.6537 2020-07-28 16:27:29,963 - mmaction - INFO - Epoch [107][3700/3757] lr: 6.334e-02, eta: 5 days, 12:12:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6258, loss_cls: 2.8409, loss: 2.8409, grad_norm: 2.7356 2020-07-28 16:27:45,790 - mmaction - INFO - Epoch [107][3720/3757] lr: 6.334e-02, eta: 5 days, 12:11:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6086, loss_cls: 2.9716, loss: 2.9716, grad_norm: 2.6587 2020-07-28 16:28:01,638 - mmaction - INFO - Epoch [107][3740/3757] lr: 6.334e-02, eta: 5 days, 12:09:59, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3484, top5_acc: 0.6203, loss_cls: 2.8939, loss: 2.8939, grad_norm: 2.5766 2020-07-28 16:32:18,816 - mmaction - INFO - Epoch [108][20/3757] lr: 6.274e-02, eta: 5 days, 14:52:17, time: 11.424, data_time: 10.531, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6398, loss_cls: 2.7938, loss: 2.7938, grad_norm: 2.5459 2020-07-28 16:32:34,728 - mmaction - INFO - Epoch [108][40/3757] lr: 6.274e-02, eta: 5 days, 14:50:48, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6273, loss_cls: 2.8572, loss: 2.8572, grad_norm: 2.6561 2020-07-28 16:32:50,478 - mmaction - INFO - Epoch [108][60/3757] lr: 6.274e-02, eta: 5 days, 14:49:13, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6273, loss_cls: 2.8945, loss: 2.8945, grad_norm: 2.6498 2020-07-28 16:33:06,388 - mmaction - INFO - Epoch [108][80/3757] lr: 6.274e-02, eta: 5 days, 14:47:44, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6109, loss_cls: 2.8299, loss: 2.8299, grad_norm: 2.6170 2020-07-28 16:33:22,165 - mmaction - INFO - Epoch [108][100/3757] lr: 6.274e-02, eta: 5 days, 14:46:10, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6078, loss_cls: 2.9050, loss: 2.9050, grad_norm: 2.6511 2020-07-28 16:33:37,912 - mmaction - INFO - Epoch [108][120/3757] lr: 6.274e-02, eta: 5 days, 14:44:34, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6211, loss_cls: 2.8914, loss: 2.8914, grad_norm: 2.6542 2020-07-28 16:33:53,722 - mmaction - INFO - Epoch [108][140/3757] lr: 6.274e-02, eta: 5 days, 14:43:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6531, loss_cls: 2.7536, loss: 2.7536, grad_norm: 2.6553 2020-07-28 16:34:09,527 - mmaction - INFO - Epoch [108][160/3757] lr: 6.274e-02, eta: 5 days, 14:41:30, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6031, loss_cls: 2.8687, loss: 2.8687, grad_norm: 2.6569 2020-07-28 16:34:25,310 - mmaction - INFO - Epoch [108][180/3757] lr: 6.274e-02, eta: 5 days, 14:39:58, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6359, loss_cls: 2.8155, loss: 2.8155, grad_norm: 2.6266 2020-07-28 16:34:41,126 - mmaction - INFO - Epoch [108][200/3757] lr: 6.274e-02, eta: 5 days, 14:38:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6094, loss_cls: 2.8956, loss: 2.8956, grad_norm: 2.5789 2020-07-28 16:34:56,966 - mmaction - INFO - Epoch [108][220/3757] lr: 6.274e-02, eta: 5 days, 14:36:57, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6102, loss_cls: 2.8805, loss: 2.8805, grad_norm: 2.6542 2020-07-28 16:35:12,833 - mmaction - INFO - Epoch [108][240/3757] lr: 6.274e-02, eta: 5 days, 14:35:29, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6062, loss_cls: 2.8884, loss: 2.8884, grad_norm: 2.6003 2020-07-28 16:35:28,629 - mmaction - INFO - Epoch [108][260/3757] lr: 6.274e-02, eta: 5 days, 14:33:58, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6195, loss_cls: 2.8502, loss: 2.8502, grad_norm: 2.5862 2020-07-28 16:35:44,401 - mmaction - INFO - Epoch [108][280/3757] lr: 6.274e-02, eta: 5 days, 14:32:26, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6266, loss_cls: 2.8523, loss: 2.8523, grad_norm: 2.6105 2020-07-28 16:36:00,161 - mmaction - INFO - Epoch [108][300/3757] lr: 6.274e-02, eta: 5 days, 14:30:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3539, top5_acc: 0.5914, loss_cls: 2.9844, loss: 2.9844, grad_norm: 2.6578 2020-07-28 16:36:15,944 - mmaction - INFO - Epoch [108][320/3757] lr: 6.274e-02, eta: 5 days, 14:29:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6320, loss_cls: 2.8522, loss: 2.8522, grad_norm: 2.5887 2020-07-28 16:36:31,837 - mmaction - INFO - Epoch [108][340/3757] lr: 6.274e-02, eta: 5 days, 14:27:57, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6211, loss_cls: 2.8286, loss: 2.8286, grad_norm: 2.5675 2020-07-28 16:36:47,641 - mmaction - INFO - Epoch [108][360/3757] lr: 6.274e-02, eta: 5 days, 14:26:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3516, top5_acc: 0.5969, loss_cls: 2.9500, loss: 2.9500, grad_norm: 2.6441 2020-07-28 16:37:03,837 - mmaction - INFO - Epoch [108][380/3757] lr: 6.274e-02, eta: 5 days, 14:25:16, time: 0.808, data_time: 0.024, memory: 6192, top1_acc: 0.3391, top5_acc: 0.6125, loss_cls: 2.9198, loss: 2.9198, grad_norm: 2.6076 2020-07-28 16:37:19,913 - mmaction - INFO - Epoch [108][400/3757] lr: 6.274e-02, eta: 5 days, 14:24:01, time: 0.806, data_time: 0.021, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6273, loss_cls: 2.8488, loss: 2.8488, grad_norm: 2.5403 2020-07-28 16:37:36,088 - mmaction - INFO - Epoch [108][420/3757] lr: 6.274e-02, eta: 5 days, 14:22:50, time: 0.809, data_time: 0.021, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6266, loss_cls: 2.7861, loss: 2.7861, grad_norm: 2.6210 2020-07-28 16:37:51,842 - mmaction - INFO - Epoch [108][440/3757] lr: 6.274e-02, eta: 5 days, 14:21:19, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6234, loss_cls: 2.8466, loss: 2.8466, grad_norm: 2.6456 2020-07-28 16:38:07,657 - mmaction - INFO - Epoch [108][460/3757] lr: 6.274e-02, eta: 5 days, 14:19:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6258, loss_cls: 2.8278, loss: 2.8278, grad_norm: 2.5682 2020-07-28 16:38:23,452 - mmaction - INFO - Epoch [108][480/3757] lr: 6.274e-02, eta: 5 days, 14:18:22, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.8191, loss: 2.8191, grad_norm: 2.6999 2020-07-28 16:38:39,312 - mmaction - INFO - Epoch [108][500/3757] lr: 6.274e-02, eta: 5 days, 14:16:58, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6391, loss_cls: 2.7805, loss: 2.7805, grad_norm: 2.5824 2020-07-28 16:38:55,108 - mmaction - INFO - Epoch [108][520/3757] lr: 6.274e-02, eta: 5 days, 14:15:30, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6391, loss_cls: 2.8288, loss: 2.8288, grad_norm: 2.6427 2020-07-28 16:39:10,933 - mmaction - INFO - Epoch [108][540/3757] lr: 6.274e-02, eta: 5 days, 14:14:03, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6242, loss_cls: 2.8501, loss: 2.8501, grad_norm: 2.6323 2020-07-28 16:39:26,731 - mmaction - INFO - Epoch [108][560/3757] lr: 6.274e-02, eta: 5 days, 14:12:36, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.9109, loss: 2.9109, grad_norm: 2.6490 2020-07-28 16:39:42,569 - mmaction - INFO - Epoch [108][580/3757] lr: 6.274e-02, eta: 5 days, 14:11:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6273, loss_cls: 2.8361, loss: 2.8361, grad_norm: 2.5540 2020-07-28 16:39:58,406 - mmaction - INFO - Epoch [108][600/3757] lr: 6.274e-02, eta: 5 days, 14:09:45, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6148, loss_cls: 2.8575, loss: 2.8575, grad_norm: 2.5924 2020-07-28 16:40:14,322 - mmaction - INFO - Epoch [108][620/3757] lr: 6.274e-02, eta: 5 days, 14:08:24, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6086, loss_cls: 2.9217, loss: 2.9217, grad_norm: 2.6036 2020-07-28 16:40:30,127 - mmaction - INFO - Epoch [108][640/3757] lr: 6.274e-02, eta: 5 days, 14:06:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6297, loss_cls: 2.8596, loss: 2.8596, grad_norm: 2.6303 2020-07-28 16:40:45,912 - mmaction - INFO - Epoch [108][660/3757] lr: 6.274e-02, eta: 5 days, 14:05:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6234, loss_cls: 2.8535, loss: 2.8535, grad_norm: 2.6593 2020-07-28 16:41:01,747 - mmaction - INFO - Epoch [108][680/3757] lr: 6.274e-02, eta: 5 days, 14:04:07, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6250, loss_cls: 2.9056, loss: 2.9056, grad_norm: 2.6331 2020-07-28 16:41:17,427 - mmaction - INFO - Epoch [108][700/3757] lr: 6.274e-02, eta: 5 days, 14:02:35, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6398, loss_cls: 2.8189, loss: 2.8189, grad_norm: 2.7258 2020-07-28 16:41:33,699 - mmaction - INFO - Epoch [108][720/3757] lr: 6.274e-02, eta: 5 days, 14:01:31, time: 0.814, data_time: 0.025, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6289, loss_cls: 2.8461, loss: 2.8461, grad_norm: 2.6501 2020-07-28 16:41:49,491 - mmaction - INFO - Epoch [108][740/3757] lr: 6.274e-02, eta: 5 days, 14:00:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6367, loss_cls: 2.8768, loss: 2.8768, grad_norm: 2.6624 2020-07-28 16:42:05,325 - mmaction - INFO - Epoch [108][760/3757] lr: 6.274e-02, eta: 5 days, 13:58:42, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6258, loss_cls: 2.8482, loss: 2.8482, grad_norm: 2.6861 2020-07-28 16:42:21,170 - mmaction - INFO - Epoch [108][780/3757] lr: 6.274e-02, eta: 5 days, 13:57:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6273, loss_cls: 2.8296, loss: 2.8296, grad_norm: 2.6164 2020-07-28 16:42:37,044 - mmaction - INFO - Epoch [108][800/3757] lr: 6.274e-02, eta: 5 days, 13:55:58, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3414, top5_acc: 0.5977, loss_cls: 2.9590, loss: 2.9590, grad_norm: 2.7698 2020-07-28 16:42:52,816 - mmaction - INFO - Epoch [108][820/3757] lr: 6.274e-02, eta: 5 days, 13:54:32, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6000, loss_cls: 2.8900, loss: 2.8900, grad_norm: 2.5633 2020-07-28 16:43:08,595 - mmaction - INFO - Epoch [108][840/3757] lr: 6.274e-02, eta: 5 days, 13:53:08, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6344, loss_cls: 2.7645, loss: 2.7645, grad_norm: 2.6426 2020-07-28 16:43:24,511 - mmaction - INFO - Epoch [108][860/3757] lr: 6.274e-02, eta: 5 days, 13:51:50, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6211, loss_cls: 2.8910, loss: 2.8910, grad_norm: 2.6677 2020-07-28 16:43:40,280 - mmaction - INFO - Epoch [108][880/3757] lr: 6.274e-02, eta: 5 days, 13:50:25, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6219, loss_cls: 2.8874, loss: 2.8874, grad_norm: 2.7192 2020-07-28 16:43:56,137 - mmaction - INFO - Epoch [108][900/3757] lr: 6.274e-02, eta: 5 days, 13:49:04, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6281, loss_cls: 2.8302, loss: 2.8302, grad_norm: 2.6025 2020-07-28 16:44:11,906 - mmaction - INFO - Epoch [108][920/3757] lr: 6.274e-02, eta: 5 days, 13:47:39, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6242, loss_cls: 2.8418, loss: 2.8418, grad_norm: 2.6892 2020-07-28 16:44:27,702 - mmaction - INFO - Epoch [108][940/3757] lr: 6.274e-02, eta: 5 days, 13:46:16, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6203, loss_cls: 2.9202, loss: 2.9202, grad_norm: 2.6281 2020-07-28 16:44:43,523 - mmaction - INFO - Epoch [108][960/3757] lr: 6.274e-02, eta: 5 days, 13:44:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3383, top5_acc: 0.6172, loss_cls: 2.9435, loss: 2.9435, grad_norm: 2.6778 2020-07-28 16:44:59,374 - mmaction - INFO - Epoch [108][980/3757] lr: 6.274e-02, eta: 5 days, 13:43:34, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6242, loss_cls: 2.8059, loss: 2.8059, grad_norm: 2.6505 2020-07-28 16:45:15,172 - mmaction - INFO - Epoch [108][1000/3757] lr: 6.274e-02, eta: 5 days, 13:42:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.8466, loss: 2.8466, grad_norm: 2.6695 2020-07-28 16:45:30,991 - mmaction - INFO - Epoch [108][1020/3757] lr: 6.274e-02, eta: 5 days, 13:40:50, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6336, loss_cls: 2.7671, loss: 2.7671, grad_norm: 2.5902 2020-07-28 16:45:46,798 - mmaction - INFO - Epoch [108][1040/3757] lr: 6.274e-02, eta: 5 days, 13:39:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6070, loss_cls: 2.8809, loss: 2.8809, grad_norm: 2.6396 2020-07-28 16:46:02,565 - mmaction - INFO - Epoch [108][1060/3757] lr: 6.274e-02, eta: 5 days, 13:38:06, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6180, loss_cls: 2.8619, loss: 2.8619, grad_norm: 2.5819 2020-07-28 16:46:18,302 - mmaction - INFO - Epoch [108][1080/3757] lr: 6.274e-02, eta: 5 days, 13:36:41, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6203, loss_cls: 2.9400, loss: 2.9400, grad_norm: 2.6052 2020-07-28 16:46:34,135 - mmaction - INFO - Epoch [108][1100/3757] lr: 6.274e-02, eta: 5 days, 13:35:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6133, loss_cls: 2.8309, loss: 2.8309, grad_norm: 2.6158 2020-07-28 16:46:49,924 - mmaction - INFO - Epoch [108][1120/3757] lr: 6.274e-02, eta: 5 days, 13:34:00, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6211, loss_cls: 2.8836, loss: 2.8836, grad_norm: 2.6310 2020-07-28 16:47:05,857 - mmaction - INFO - Epoch [108][1140/3757] lr: 6.274e-02, eta: 5 days, 13:32:44, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6008, loss_cls: 2.9016, loss: 2.9016, grad_norm: 2.6402 2020-07-28 16:47:21,661 - mmaction - INFO - Epoch [108][1160/3757] lr: 6.274e-02, eta: 5 days, 13:31:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6273, loss_cls: 2.7881, loss: 2.7881, grad_norm: 2.6746 2020-07-28 16:47:37,493 - mmaction - INFO - Epoch [108][1180/3757] lr: 6.274e-02, eta: 5 days, 13:30:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6094, loss_cls: 2.8639, loss: 2.8639, grad_norm: 2.6240 2020-07-28 16:47:53,261 - mmaction - INFO - Epoch [108][1200/3757] lr: 6.274e-02, eta: 5 days, 13:28:44, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6289, loss_cls: 2.8843, loss: 2.8843, grad_norm: 2.6815 2020-07-28 16:48:09,121 - mmaction - INFO - Epoch [108][1220/3757] lr: 6.274e-02, eta: 5 days, 13:27:27, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6258, loss_cls: 2.8018, loss: 2.8018, grad_norm: 2.5867 2020-07-28 16:48:24,894 - mmaction - INFO - Epoch [108][1240/3757] lr: 6.274e-02, eta: 5 days, 13:26:05, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6172, loss_cls: 2.8504, loss: 2.8504, grad_norm: 2.7091 2020-07-28 16:48:40,749 - mmaction - INFO - Epoch [108][1260/3757] lr: 6.274e-02, eta: 5 days, 13:24:48, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6133, loss_cls: 2.9130, loss: 2.9130, grad_norm: 2.6245 2020-07-28 16:48:56,567 - mmaction - INFO - Epoch [108][1280/3757] lr: 6.274e-02, eta: 5 days, 13:23:30, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3266, top5_acc: 0.5828, loss_cls: 3.0911, loss: 3.0911, grad_norm: 2.5745 2020-07-28 16:49:12,382 - mmaction - INFO - Epoch [108][1300/3757] lr: 6.274e-02, eta: 5 days, 13:22:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6469, loss_cls: 2.7697, loss: 2.7697, grad_norm: 2.5626 2020-07-28 16:49:28,165 - mmaction - INFO - Epoch [108][1320/3757] lr: 6.274e-02, eta: 5 days, 13:20:51, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6047, loss_cls: 2.9327, loss: 2.9327, grad_norm: 2.7266 2020-07-28 16:49:43,943 - mmaction - INFO - Epoch [108][1340/3757] lr: 6.274e-02, eta: 5 days, 13:19:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3383, top5_acc: 0.6062, loss_cls: 2.9819, loss: 2.9819, grad_norm: 2.6741 2020-07-28 16:49:59,844 - mmaction - INFO - Epoch [108][1360/3757] lr: 6.274e-02, eta: 5 days, 13:18:16, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6148, loss_cls: 2.8610, loss: 2.8610, grad_norm: 2.6614 2020-07-28 16:50:15,723 - mmaction - INFO - Epoch [108][1380/3757] lr: 6.274e-02, eta: 5 days, 13:17:02, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6320, loss_cls: 2.8757, loss: 2.8757, grad_norm: 2.7058 2020-07-28 16:50:31,530 - mmaction - INFO - Epoch [108][1400/3757] lr: 6.274e-02, eta: 5 days, 13:15:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.5984, loss_cls: 2.8828, loss: 2.8828, grad_norm: 2.5928 2020-07-28 16:50:47,295 - mmaction - INFO - Epoch [108][1420/3757] lr: 6.274e-02, eta: 5 days, 13:14:24, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6375, loss_cls: 2.8699, loss: 2.8699, grad_norm: 2.6448 2020-07-28 16:51:03,249 - mmaction - INFO - Epoch [108][1440/3757] lr: 6.274e-02, eta: 5 days, 13:13:13, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6211, loss_cls: 2.9012, loss: 2.9012, grad_norm: 2.6524 2020-07-28 16:51:19,538 - mmaction - INFO - Epoch [108][1460/3757] lr: 6.274e-02, eta: 5 days, 13:12:17, time: 0.815, data_time: 0.024, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6242, loss_cls: 2.8050, loss: 2.8050, grad_norm: 2.6327 2020-07-28 16:51:35,428 - mmaction - INFO - Epoch [108][1480/3757] lr: 6.274e-02, eta: 5 days, 13:11:03, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6281, loss_cls: 2.8514, loss: 2.8514, grad_norm: 2.6923 2020-07-28 16:51:51,133 - mmaction - INFO - Epoch [108][1500/3757] lr: 6.274e-02, eta: 5 days, 13:09:42, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6180, loss_cls: 2.8482, loss: 2.8482, grad_norm: 2.5925 2020-07-28 16:52:06,929 - mmaction - INFO - Epoch [108][1520/3757] lr: 6.274e-02, eta: 5 days, 13:08:25, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6102, loss_cls: 2.8800, loss: 2.8800, grad_norm: 2.6459 2020-07-28 16:52:22,823 - mmaction - INFO - Epoch [108][1540/3757] lr: 6.274e-02, eta: 5 days, 13:07:12, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6250, loss_cls: 2.8448, loss: 2.8448, grad_norm: 2.6190 2020-07-28 16:52:38,701 - mmaction - INFO - Epoch [108][1560/3757] lr: 6.274e-02, eta: 5 days, 13:05:59, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6398, loss_cls: 2.8045, loss: 2.8045, grad_norm: 2.6282 2020-07-28 16:52:54,551 - mmaction - INFO - Epoch [108][1580/3757] lr: 6.274e-02, eta: 5 days, 13:04:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6109, loss_cls: 2.9277, loss: 2.9277, grad_norm: 2.6520 2020-07-28 16:53:10,391 - mmaction - INFO - Epoch [108][1600/3757] lr: 6.274e-02, eta: 5 days, 13:03:30, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6164, loss_cls: 2.8618, loss: 2.8618, grad_norm: 2.5799 2020-07-28 16:53:26,213 - mmaction - INFO - Epoch [108][1620/3757] lr: 6.274e-02, eta: 5 days, 13:02:14, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6250, loss_cls: 2.8642, loss: 2.8642, grad_norm: 2.6701 2020-07-28 16:53:41,956 - mmaction - INFO - Epoch [108][1640/3757] lr: 6.274e-02, eta: 5 days, 13:00:56, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6039, loss_cls: 2.9248, loss: 2.9248, grad_norm: 2.6403 2020-07-28 16:53:57,860 - mmaction - INFO - Epoch [108][1660/3757] lr: 6.274e-02, eta: 5 days, 12:59:44, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6328, loss_cls: 2.7723, loss: 2.7723, grad_norm: 2.6702 2020-07-28 16:54:13,613 - mmaction - INFO - Epoch [108][1680/3757] lr: 6.274e-02, eta: 5 days, 12:58:27, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6203, loss_cls: 2.8289, loss: 2.8289, grad_norm: 2.7611 2020-07-28 16:54:30,098 - mmaction - INFO - Epoch [108][1700/3757] lr: 6.274e-02, eta: 5 days, 12:57:41, time: 0.825, data_time: 0.025, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6180, loss_cls: 2.7939, loss: 2.7939, grad_norm: 2.6690 2020-07-28 16:54:45,901 - mmaction - INFO - Epoch [108][1720/3757] lr: 6.274e-02, eta: 5 days, 12:56:26, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6273, loss_cls: 2.8250, loss: 2.8250, grad_norm: 2.6559 2020-07-28 16:55:01,733 - mmaction - INFO - Epoch [108][1740/3757] lr: 6.274e-02, eta: 5 days, 12:55:12, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6203, loss_cls: 2.8243, loss: 2.8243, grad_norm: 2.6887 2020-07-28 16:55:17,632 - mmaction - INFO - Epoch [108][1760/3757] lr: 6.274e-02, eta: 5 days, 12:54:01, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6227, loss_cls: 2.8848, loss: 2.8848, grad_norm: 2.6753 2020-07-28 16:55:33,402 - mmaction - INFO - Epoch [108][1780/3757] lr: 6.274e-02, eta: 5 days, 12:52:45, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3453, top5_acc: 0.5977, loss_cls: 2.9242, loss: 2.9242, grad_norm: 2.6262 2020-07-28 16:55:49,169 - mmaction - INFO - Epoch [108][1800/3757] lr: 6.274e-02, eta: 5 days, 12:51:30, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6047, loss_cls: 2.9409, loss: 2.9409, grad_norm: 2.6103 2020-07-28 16:56:05,066 - mmaction - INFO - Epoch [108][1820/3757] lr: 6.274e-02, eta: 5 days, 12:50:19, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6219, loss_cls: 2.8760, loss: 2.8760, grad_norm: 2.6262 2020-07-28 16:56:21,534 - mmaction - INFO - Epoch [108][1840/3757] lr: 6.274e-02, eta: 5 days, 12:49:33, time: 0.823, data_time: 0.031, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6172, loss_cls: 2.9107, loss: 2.9107, grad_norm: 2.5840 2020-07-28 16:56:37,328 - mmaction - INFO - Epoch [108][1860/3757] lr: 6.274e-02, eta: 5 days, 12:48:19, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6406, loss_cls: 2.8029, loss: 2.8029, grad_norm: 2.6042 2020-07-28 16:56:53,421 - mmaction - INFO - Epoch [108][1880/3757] lr: 6.274e-02, eta: 5 days, 12:47:18, time: 0.805, data_time: 0.001, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6383, loss_cls: 2.7771, loss: 2.7771, grad_norm: 2.6728 2020-07-28 16:57:09,305 - mmaction - INFO - Epoch [108][1900/3757] lr: 6.274e-02, eta: 5 days, 12:46:07, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6406, loss_cls: 2.8608, loss: 2.8608, grad_norm: 2.6935 2020-07-28 16:57:25,092 - mmaction - INFO - Epoch [108][1920/3757] lr: 6.274e-02, eta: 5 days, 12:44:53, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3359, top5_acc: 0.6078, loss_cls: 2.9637, loss: 2.9637, grad_norm: 2.6272 2020-07-28 16:57:40,884 - mmaction - INFO - Epoch [108][1940/3757] lr: 6.274e-02, eta: 5 days, 12:43:40, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6258, loss_cls: 2.8654, loss: 2.8654, grad_norm: 2.6814 2020-07-28 16:57:56,726 - mmaction - INFO - Epoch [108][1960/3757] lr: 6.274e-02, eta: 5 days, 12:42:26, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6281, loss_cls: 2.8364, loss: 2.8364, grad_norm: 2.6424 2020-07-28 16:58:12,612 - mmaction - INFO - Epoch [108][1980/3757] lr: 6.274e-02, eta: 5 days, 12:41:18, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6172, loss_cls: 2.9186, loss: 2.9186, grad_norm: 2.6476 2020-07-28 16:58:28,367 - mmaction - INFO - Epoch [108][2000/3757] lr: 6.274e-02, eta: 5 days, 12:40:04, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6359, loss_cls: 2.7844, loss: 2.7844, grad_norm: 2.6948 2020-07-28 16:58:44,342 - mmaction - INFO - Epoch [108][2020/3757] lr: 6.274e-02, eta: 5 days, 12:38:58, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6164, loss_cls: 2.8386, loss: 2.8386, grad_norm: 2.7186 2020-07-28 16:59:00,099 - mmaction - INFO - Epoch [108][2040/3757] lr: 6.274e-02, eta: 5 days, 12:37:44, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6164, loss_cls: 2.9294, loss: 2.9294, grad_norm: 2.6819 2020-07-28 16:59:15,857 - mmaction - INFO - Epoch [108][2060/3757] lr: 6.274e-02, eta: 5 days, 12:36:30, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6445, loss_cls: 2.7761, loss: 2.7761, grad_norm: 2.6334 2020-07-28 16:59:31,662 - mmaction - INFO - Epoch [108][2080/3757] lr: 6.274e-02, eta: 5 days, 12:35:18, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3422, top5_acc: 0.6242, loss_cls: 2.9337, loss: 2.9337, grad_norm: 2.6998 2020-07-28 16:59:47,485 - mmaction - INFO - Epoch [108][2100/3757] lr: 6.274e-02, eta: 5 days, 12:34:07, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6102, loss_cls: 2.9139, loss: 2.9139, grad_norm: 2.6267 2020-07-28 17:00:06,458 - mmaction - INFO - Epoch [108][2120/3757] lr: 6.274e-02, eta: 5 days, 12:32:59, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6086, loss_cls: 2.9278, loss: 2.9278, grad_norm: 2.6351 2020-07-28 17:00:25,933 - mmaction - INFO - Epoch [108][2140/3757] lr: 6.274e-02, eta: 5 days, 12:36:28, time: 1.128, data_time: 0.163, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6164, loss_cls: 2.9371, loss: 2.9371, grad_norm: 2.6800 2020-07-28 17:00:41,798 - mmaction - INFO - Epoch [108][2160/3757] lr: 6.274e-02, eta: 5 days, 12:35:18, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6211, loss_cls: 2.8726, loss: 2.8726, grad_norm: 2.6192 2020-07-28 17:00:58,083 - mmaction - INFO - Epoch [108][2180/3757] lr: 6.274e-02, eta: 5 days, 12:34:25, time: 0.813, data_time: 0.016, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6492, loss_cls: 2.8327, loss: 2.8327, grad_norm: 2.6447 2020-07-28 17:01:14,107 - mmaction - INFO - Epoch [108][2200/3757] lr: 6.274e-02, eta: 5 days, 12:33:25, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6242, loss_cls: 2.8193, loss: 2.8193, grad_norm: 2.5802 2020-07-28 17:01:29,880 - mmaction - INFO - Epoch [108][2220/3757] lr: 6.274e-02, eta: 5 days, 12:32:12, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6102, loss_cls: 2.9074, loss: 2.9074, grad_norm: 2.6766 2020-07-28 17:01:45,558 - mmaction - INFO - Epoch [108][2240/3757] lr: 6.274e-02, eta: 5 days, 12:30:55, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6078, loss_cls: 2.9189, loss: 2.9189, grad_norm: 2.6748 2020-07-28 17:02:01,311 - mmaction - INFO - Epoch [108][2260/3757] lr: 6.274e-02, eta: 5 days, 12:29:42, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9044, loss: 2.9044, grad_norm: 2.5896 2020-07-28 17:02:17,169 - mmaction - INFO - Epoch [108][2280/3757] lr: 6.274e-02, eta: 5 days, 12:28:33, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3445, top5_acc: 0.6039, loss_cls: 2.9688, loss: 2.9688, grad_norm: 2.6799 2020-07-28 17:02:32,951 - mmaction - INFO - Epoch [108][2300/3757] lr: 6.274e-02, eta: 5 days, 12:27:22, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3492, top5_acc: 0.6102, loss_cls: 2.9318, loss: 2.9318, grad_norm: 2.6184 2020-07-28 17:02:48,762 - mmaction - INFO - Epoch [108][2320/3757] lr: 6.274e-02, eta: 5 days, 12:26:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6180, loss_cls: 2.8479, loss: 2.8479, grad_norm: 2.6154 2020-07-28 17:03:04,535 - mmaction - INFO - Epoch [108][2340/3757] lr: 6.274e-02, eta: 5 days, 12:25:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6031, loss_cls: 2.9677, loss: 2.9677, grad_norm: 2.6040 2020-07-28 17:03:20,350 - mmaction - INFO - Epoch [108][2360/3757] lr: 6.274e-02, eta: 5 days, 12:23:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6297, loss_cls: 2.8295, loss: 2.8295, grad_norm: 2.6241 2020-07-28 17:03:36,248 - mmaction - INFO - Epoch [108][2380/3757] lr: 6.274e-02, eta: 5 days, 12:22:44, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6500, loss_cls: 2.7344, loss: 2.7344, grad_norm: 2.5840 2020-07-28 17:03:51,944 - mmaction - INFO - Epoch [108][2400/3757] lr: 6.274e-02, eta: 5 days, 12:21:29, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6219, loss_cls: 2.9009, loss: 2.9009, grad_norm: 2.6683 2020-07-28 17:04:07,797 - mmaction - INFO - Epoch [108][2420/3757] lr: 6.274e-02, eta: 5 days, 12:20:22, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3445, top5_acc: 0.6148, loss_cls: 2.9428, loss: 2.9428, grad_norm: 2.6627 2020-07-28 17:04:23,584 - mmaction - INFO - Epoch [108][2440/3757] lr: 6.274e-02, eta: 5 days, 12:19:12, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6141, loss_cls: 2.8712, loss: 2.8712, grad_norm: 2.5476 2020-07-28 17:04:39,432 - mmaction - INFO - Epoch [108][2460/3757] lr: 6.274e-02, eta: 5 days, 12:18:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6172, loss_cls: 2.8285, loss: 2.8285, grad_norm: 2.5881 2020-07-28 17:04:55,198 - mmaction - INFO - Epoch [108][2480/3757] lr: 6.274e-02, eta: 5 days, 12:16:53, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3445, top5_acc: 0.5898, loss_cls: 2.9214, loss: 2.9214, grad_norm: 2.6279 2020-07-28 17:05:10,954 - mmaction - INFO - Epoch [108][2500/3757] lr: 6.274e-02, eta: 5 days, 12:15:42, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3367, top5_acc: 0.5977, loss_cls: 2.9580, loss: 2.9580, grad_norm: 2.6355 2020-07-28 17:05:26,757 - mmaction - INFO - Epoch [108][2520/3757] lr: 6.274e-02, eta: 5 days, 12:14:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6289, loss_cls: 2.8746, loss: 2.8746, grad_norm: 2.6221 2020-07-28 17:05:42,569 - mmaction - INFO - Epoch [108][2540/3757] lr: 6.274e-02, eta: 5 days, 12:13:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6141, loss_cls: 2.8798, loss: 2.8798, grad_norm: 2.6892 2020-07-28 17:05:58,366 - mmaction - INFO - Epoch [108][2560/3757] lr: 6.274e-02, eta: 5 days, 12:12:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6258, loss_cls: 2.8647, loss: 2.8647, grad_norm: 2.6240 2020-07-28 17:06:14,186 - mmaction - INFO - Epoch [108][2580/3757] lr: 6.274e-02, eta: 5 days, 12:11:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6281, loss_cls: 2.8300, loss: 2.8300, grad_norm: 2.6167 2020-07-28 17:06:29,924 - mmaction - INFO - Epoch [108][2600/3757] lr: 6.274e-02, eta: 5 days, 12:09:57, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3539, top5_acc: 0.5953, loss_cls: 3.0042, loss: 3.0042, grad_norm: 2.6746 2020-07-28 17:06:45,757 - mmaction - INFO - Epoch [108][2620/3757] lr: 6.274e-02, eta: 5 days, 12:08:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6328, loss_cls: 2.8306, loss: 2.8306, grad_norm: 2.5352 2020-07-28 17:07:01,624 - mmaction - INFO - Epoch [108][2640/3757] lr: 6.274e-02, eta: 5 days, 12:07:45, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3547, top5_acc: 0.5883, loss_cls: 2.9488, loss: 2.9488, grad_norm: 2.5898 2020-07-28 17:07:17,495 - mmaction - INFO - Epoch [108][2660/3757] lr: 6.274e-02, eta: 5 days, 12:06:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3289, top5_acc: 0.6047, loss_cls: 3.0083, loss: 3.0083, grad_norm: 2.6714 2020-07-28 17:07:33,158 - mmaction - INFO - Epoch [108][2680/3757] lr: 6.274e-02, eta: 5 days, 12:05:26, time: 0.785, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6453, loss_cls: 2.7672, loss: 2.7672, grad_norm: 2.6220 2020-07-28 17:07:49,007 - mmaction - INFO - Epoch [108][2700/3757] lr: 6.274e-02, eta: 5 days, 12:04:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6117, loss_cls: 2.8688, loss: 2.8688, grad_norm: 2.6273 2020-07-28 17:08:04,785 - mmaction - INFO - Epoch [108][2720/3757] lr: 6.274e-02, eta: 5 days, 12:03:11, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6070, loss_cls: 2.9054, loss: 2.9054, grad_norm: 2.6133 2020-07-28 17:08:24,430 - mmaction - INFO - Epoch [108][2740/3757] lr: 6.274e-02, eta: 5 days, 12:04:36, time: 0.982, data_time: 0.150, memory: 6192, top1_acc: 0.3391, top5_acc: 0.6102, loss_cls: 2.9430, loss: 2.9430, grad_norm: 2.6439 2020-07-28 17:08:40,577 - mmaction - INFO - Epoch [108][2760/3757] lr: 6.274e-02, eta: 5 days, 12:03:43, time: 0.807, data_time: 0.023, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6203, loss_cls: 2.8319, loss: 2.8319, grad_norm: 2.5558 2020-07-28 17:08:56,858 - mmaction - INFO - Epoch [108][2780/3757] lr: 6.274e-02, eta: 5 days, 12:02:54, time: 0.814, data_time: 0.024, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6156, loss_cls: 2.8676, loss: 2.8676, grad_norm: 2.6258 2020-07-28 17:09:12,889 - mmaction - INFO - Epoch [108][2800/3757] lr: 6.274e-02, eta: 5 days, 12:01:56, time: 0.802, data_time: 0.018, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6297, loss_cls: 2.8158, loss: 2.8158, grad_norm: 2.5616 2020-07-28 17:09:28,693 - mmaction - INFO - Epoch [108][2820/3757] lr: 6.274e-02, eta: 5 days, 12:00:50, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6352, loss_cls: 2.8054, loss: 2.8054, grad_norm: 2.5886 2020-07-28 17:09:44,589 - mmaction - INFO - Epoch [108][2840/3757] lr: 6.274e-02, eta: 5 days, 11:59:46, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6234, loss_cls: 2.8628, loss: 2.8628, grad_norm: 2.6501 2020-07-28 17:10:00,400 - mmaction - INFO - Epoch [108][2860/3757] lr: 6.274e-02, eta: 5 days, 11:58:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6234, loss_cls: 2.8260, loss: 2.8260, grad_norm: 2.6158 2020-07-28 17:10:16,208 - mmaction - INFO - Epoch [108][2880/3757] lr: 6.274e-02, eta: 5 days, 11:57:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3438, top5_acc: 0.6016, loss_cls: 3.0061, loss: 3.0061, grad_norm: 2.6149 2020-07-28 17:10:31,999 - mmaction - INFO - Epoch [108][2900/3757] lr: 6.274e-02, eta: 5 days, 11:56:26, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6102, loss_cls: 2.9045, loss: 2.9045, grad_norm: 2.5352 2020-07-28 17:10:47,797 - mmaction - INFO - Epoch [108][2920/3757] lr: 6.274e-02, eta: 5 days, 11:55:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6164, loss_cls: 2.8776, loss: 2.8776, grad_norm: 2.7343 2020-07-28 17:11:03,662 - mmaction - INFO - Epoch [108][2940/3757] lr: 6.274e-02, eta: 5 days, 11:54:16, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6078, loss_cls: 2.8707, loss: 2.8707, grad_norm: 2.6488 2020-07-28 17:11:19,324 - mmaction - INFO - Epoch [108][2960/3757] lr: 6.274e-02, eta: 5 days, 11:53:05, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6523, loss_cls: 2.7585, loss: 2.7585, grad_norm: 2.6820 2020-07-28 17:11:35,224 - mmaction - INFO - Epoch [108][2980/3757] lr: 6.274e-02, eta: 5 days, 11:52:03, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.9309, loss: 2.9309, grad_norm: 2.6928 2020-07-28 17:11:51,029 - mmaction - INFO - Epoch [108][3000/3757] lr: 6.274e-02, eta: 5 days, 11:50:57, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6109, loss_cls: 2.8667, loss: 2.8667, grad_norm: 2.7282 2020-07-28 17:12:06,822 - mmaction - INFO - Epoch [108][3020/3757] lr: 6.274e-02, eta: 5 days, 11:49:51, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6273, loss_cls: 2.8919, loss: 2.8919, grad_norm: 2.5961 2020-07-28 17:12:22,518 - mmaction - INFO - Epoch [108][3040/3757] lr: 6.274e-02, eta: 5 days, 11:48:41, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6195, loss_cls: 2.9124, loss: 2.9124, grad_norm: 2.7268 2020-07-28 17:12:38,426 - mmaction - INFO - Epoch [108][3060/3757] lr: 6.274e-02, eta: 5 days, 11:47:40, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6102, loss_cls: 2.8959, loss: 2.8959, grad_norm: 2.6101 2020-07-28 17:12:54,191 - mmaction - INFO - Epoch [108][3080/3757] lr: 6.274e-02, eta: 5 days, 11:46:33, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6328, loss_cls: 2.8492, loss: 2.8492, grad_norm: 2.6294 2020-07-28 17:13:09,889 - mmaction - INFO - Epoch [108][3100/3757] lr: 6.274e-02, eta: 5 days, 11:45:24, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6078, loss_cls: 2.9022, loss: 2.9022, grad_norm: 2.6572 2020-07-28 17:13:25,829 - mmaction - INFO - Epoch [108][3120/3757] lr: 6.274e-02, eta: 5 days, 11:44:25, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6383, loss_cls: 2.8052, loss: 2.8052, grad_norm: 2.6265 2020-07-28 17:13:41,602 - mmaction - INFO - Epoch [108][3140/3757] lr: 6.274e-02, eta: 5 days, 11:43:18, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6070, loss_cls: 2.9313, loss: 2.9313, grad_norm: 2.6614 2020-07-28 17:13:57,330 - mmaction - INFO - Epoch [108][3160/3757] lr: 6.274e-02, eta: 5 days, 11:42:11, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3414, top5_acc: 0.6047, loss_cls: 2.9298, loss: 2.9298, grad_norm: 2.5834 2020-07-28 17:14:13,210 - mmaction - INFO - Epoch [108][3180/3757] lr: 6.274e-02, eta: 5 days, 11:41:08, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6391, loss_cls: 2.7952, loss: 2.7952, grad_norm: 2.5687 2020-07-28 17:14:28,957 - mmaction - INFO - Epoch [108][3200/3757] lr: 6.274e-02, eta: 5 days, 11:40:03, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6219, loss_cls: 2.8231, loss: 2.8231, grad_norm: 2.6323 2020-07-28 17:14:44,744 - mmaction - INFO - Epoch [108][3220/3757] lr: 6.274e-02, eta: 5 days, 11:38:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3570, top5_acc: 0.5938, loss_cls: 2.9583, loss: 2.9583, grad_norm: 2.7037 2020-07-28 17:15:00,902 - mmaction - INFO - Epoch [108][3240/3757] lr: 6.274e-02, eta: 5 days, 11:38:07, time: 0.807, data_time: 0.021, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6258, loss_cls: 2.9305, loss: 2.9305, grad_norm: 2.6917 2020-07-28 17:15:16,818 - mmaction - INFO - Epoch [108][3260/3757] lr: 6.274e-02, eta: 5 days, 11:37:07, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6078, loss_cls: 2.8959, loss: 2.8959, grad_norm: 2.6001 2020-07-28 17:15:32,532 - mmaction - INFO - Epoch [108][3280/3757] lr: 6.274e-02, eta: 5 days, 11:36:01, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6242, loss_cls: 2.8139, loss: 2.8139, grad_norm: 2.5311 2020-07-28 17:15:48,323 - mmaction - INFO - Epoch [108][3300/3757] lr: 6.274e-02, eta: 5 days, 11:34:56, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6203, loss_cls: 2.8915, loss: 2.8915, grad_norm: 2.6383 2020-07-28 17:16:04,194 - mmaction - INFO - Epoch [108][3320/3757] lr: 6.274e-02, eta: 5 days, 11:33:55, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6516, loss_cls: 2.7982, loss: 2.7982, grad_norm: 2.6404 2020-07-28 17:16:20,445 - mmaction - INFO - Epoch [108][3340/3757] lr: 6.274e-02, eta: 5 days, 11:33:08, time: 0.812, data_time: 0.025, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6117, loss_cls: 2.9379, loss: 2.9379, grad_norm: 2.6161 2020-07-28 17:16:36,668 - mmaction - INFO - Epoch [108][3360/3757] lr: 6.274e-02, eta: 5 days, 11:32:22, time: 0.812, data_time: 0.024, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6172, loss_cls: 2.8309, loss: 2.8309, grad_norm: 2.6119 2020-07-28 17:16:52,901 - mmaction - INFO - Epoch [108][3380/3757] lr: 6.274e-02, eta: 5 days, 11:31:34, time: 0.811, data_time: 0.026, memory: 6192, top1_acc: 0.3328, top5_acc: 0.5977, loss_cls: 2.9722, loss: 2.9722, grad_norm: 2.6897 2020-07-28 17:17:08,929 - mmaction - INFO - Epoch [108][3400/3757] lr: 6.274e-02, eta: 5 days, 11:30:40, time: 0.802, data_time: 0.019, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6047, loss_cls: 2.9553, loss: 2.9553, grad_norm: 2.6387 2020-07-28 17:17:25,137 - mmaction - INFO - Epoch [108][3420/3757] lr: 6.274e-02, eta: 5 days, 11:29:52, time: 0.810, data_time: 0.023, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6047, loss_cls: 2.8827, loss: 2.8827, grad_norm: 2.5675 2020-07-28 17:17:40,904 - mmaction - INFO - Epoch [108][3440/3757] lr: 6.274e-02, eta: 5 days, 11:28:48, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6266, loss_cls: 2.8144, loss: 2.8144, grad_norm: 2.6035 2020-07-28 17:17:56,707 - mmaction - INFO - Epoch [108][3460/3757] lr: 6.274e-02, eta: 5 days, 11:27:44, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6258, loss_cls: 2.8367, loss: 2.8367, grad_norm: 2.6026 2020-07-28 17:18:12,435 - mmaction - INFO - Epoch [108][3480/3757] lr: 6.274e-02, eta: 5 days, 11:26:39, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6398, loss_cls: 2.8282, loss: 2.8282, grad_norm: 2.6021 2020-07-28 17:18:32,169 - mmaction - INFO - Epoch [108][3500/3757] lr: 6.274e-02, eta: 5 days, 11:28:05, time: 0.987, data_time: 0.171, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6148, loss_cls: 2.9523, loss: 2.9523, grad_norm: 2.6466 2020-07-28 17:18:48,283 - mmaction - INFO - Epoch [108][3520/3757] lr: 6.274e-02, eta: 5 days, 11:27:14, time: 0.806, data_time: 0.021, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6102, loss_cls: 2.8773, loss: 2.8773, grad_norm: 2.6090 2020-07-28 17:19:04,492 - mmaction - INFO - Epoch [108][3540/3757] lr: 6.274e-02, eta: 5 days, 11:26:26, time: 0.810, data_time: 0.023, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6305, loss_cls: 2.8132, loss: 2.8132, grad_norm: 2.5165 2020-07-28 17:19:20,599 - mmaction - INFO - Epoch [108][3560/3757] lr: 6.274e-02, eta: 5 days, 11:25:36, time: 0.806, data_time: 0.016, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6031, loss_cls: 2.9609, loss: 2.9609, grad_norm: 2.6595 2020-07-28 17:19:36,766 - mmaction - INFO - Epoch [108][3580/3757] lr: 6.274e-02, eta: 5 days, 11:24:47, time: 0.808, data_time: 0.024, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6180, loss_cls: 2.9220, loss: 2.9220, grad_norm: 2.6027 2020-07-28 17:19:52,531 - mmaction - INFO - Epoch [108][3600/3757] lr: 6.274e-02, eta: 5 days, 11:23:43, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6281, loss_cls: 2.8447, loss: 2.8447, grad_norm: 2.6152 2020-07-28 17:20:08,340 - mmaction - INFO - Epoch [108][3620/3757] lr: 6.274e-02, eta: 5 days, 11:22:42, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6164, loss_cls: 2.8659, loss: 2.8659, grad_norm: 2.7111 2020-07-28 17:20:24,191 - mmaction - INFO - Epoch [108][3640/3757] lr: 6.274e-02, eta: 5 days, 11:21:41, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3438, top5_acc: 0.6039, loss_cls: 2.9066, loss: 2.9066, grad_norm: 2.6552 2020-07-28 17:20:39,934 - mmaction - INFO - Epoch [108][3660/3757] lr: 6.274e-02, eta: 5 days, 11:20:38, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6266, loss_cls: 2.8188, loss: 2.8188, grad_norm: 2.5509 2020-07-28 17:20:55,690 - mmaction - INFO - Epoch [108][3680/3757] lr: 6.274e-02, eta: 5 days, 11:19:34, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6297, loss_cls: 2.8401, loss: 2.8401, grad_norm: 2.6485 2020-07-28 17:21:11,508 - mmaction - INFO - Epoch [108][3700/3757] lr: 6.274e-02, eta: 5 days, 11:18:33, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6133, loss_cls: 2.9284, loss: 2.9284, grad_norm: 2.6195 2020-07-28 17:21:27,275 - mmaction - INFO - Epoch [108][3720/3757] lr: 6.274e-02, eta: 5 days, 11:17:30, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6094, loss_cls: 2.9376, loss: 2.9376, grad_norm: 2.6446 2020-07-28 17:21:43,094 - mmaction - INFO - Epoch [108][3740/3757] lr: 6.274e-02, eta: 5 days, 11:16:29, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6102, loss_cls: 2.8717, loss: 2.8717, grad_norm: 2.6187 2020-07-28 17:22:13,481 - mmaction - INFO - Saving checkpoint at 108 epochs 2020-07-28 17:26:14,586 - mmaction - INFO - Epoch [109][20/3757] lr: 6.215e-02, eta: 5 days, 13:24:00, time: 11.967, data_time: 11.082, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6375, loss_cls: 2.7715, loss: 2.7715, grad_norm: 2.6863 2020-07-28 17:26:30,413 - mmaction - INFO - Epoch [109][40/3757] lr: 6.215e-02, eta: 5 days, 13:22:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 2.8739, loss: 2.8739, grad_norm: 2.6905 2020-07-28 17:26:46,108 - mmaction - INFO - Epoch [109][60/3757] lr: 6.215e-02, eta: 5 days, 13:21:34, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6359, loss_cls: 2.7446, loss: 2.7446, grad_norm: 2.6443 2020-07-28 17:27:02,038 - mmaction - INFO - Epoch [109][80/3757] lr: 6.215e-02, eta: 5 days, 13:20:27, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6328, loss_cls: 2.8798, loss: 2.8798, grad_norm: 2.7760 2020-07-28 17:27:17,883 - mmaction - INFO - Epoch [109][100/3757] lr: 6.215e-02, eta: 5 days, 13:19:18, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6211, loss_cls: 2.8729, loss: 2.8729, grad_norm: 2.6686 2020-07-28 17:27:33,662 - mmaction - INFO - Epoch [109][120/3757] lr: 6.215e-02, eta: 5 days, 13:18:05, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6242, loss_cls: 2.8362, loss: 2.8362, grad_norm: 2.6405 2020-07-28 17:27:49,447 - mmaction - INFO - Epoch [109][140/3757] lr: 6.215e-02, eta: 5 days, 13:16:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6219, loss_cls: 2.8629, loss: 2.8629, grad_norm: 2.6111 2020-07-28 17:28:05,303 - mmaction - INFO - Epoch [109][160/3757] lr: 6.215e-02, eta: 5 days, 13:15:46, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6477, loss_cls: 2.6762, loss: 2.6762, grad_norm: 2.6114 2020-07-28 17:28:21,167 - mmaction - INFO - Epoch [109][180/3757] lr: 6.215e-02, eta: 5 days, 13:14:37, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6172, loss_cls: 2.8800, loss: 2.8800, grad_norm: 2.5916 2020-07-28 17:28:37,034 - mmaction - INFO - Epoch [109][200/3757] lr: 6.215e-02, eta: 5 days, 13:13:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6289, loss_cls: 2.7658, loss: 2.7658, grad_norm: 2.6527 2020-07-28 17:28:52,916 - mmaction - INFO - Epoch [109][220/3757] lr: 6.215e-02, eta: 5 days, 13:12:22, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6258, loss_cls: 2.7743, loss: 2.7743, grad_norm: 2.6850 2020-07-28 17:29:08,796 - mmaction - INFO - Epoch [109][240/3757] lr: 6.215e-02, eta: 5 days, 13:11:14, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6391, loss_cls: 2.7626, loss: 2.7626, grad_norm: 2.7344 2020-07-28 17:29:24,708 - mmaction - INFO - Epoch [109][260/3757] lr: 6.215e-02, eta: 5 days, 13:10:08, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6070, loss_cls: 2.8473, loss: 2.8473, grad_norm: 2.6188 2020-07-28 17:29:40,580 - mmaction - INFO - Epoch [109][280/3757] lr: 6.215e-02, eta: 5 days, 13:09:01, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6047, loss_cls: 2.9532, loss: 2.9532, grad_norm: 2.6621 2020-07-28 17:29:56,457 - mmaction - INFO - Epoch [109][300/3757] lr: 6.215e-02, eta: 5 days, 13:07:54, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6281, loss_cls: 2.7881, loss: 2.7881, grad_norm: 2.5709 2020-07-28 17:30:12,267 - mmaction - INFO - Epoch [109][320/3757] lr: 6.215e-02, eta: 5 days, 13:06:45, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6305, loss_cls: 2.8544, loss: 2.8544, grad_norm: 2.6842 2020-07-28 17:30:28,466 - mmaction - INFO - Epoch [109][340/3757] lr: 6.215e-02, eta: 5 days, 13:05:50, time: 0.810, data_time: 0.022, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6375, loss_cls: 2.7730, loss: 2.7730, grad_norm: 2.7240 2020-07-28 17:30:44,651 - mmaction - INFO - Epoch [109][360/3757] lr: 6.215e-02, eta: 5 days, 13:04:54, time: 0.809, data_time: 0.024, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6414, loss_cls: 2.7530, loss: 2.7530, grad_norm: 2.7658 2020-07-28 17:31:00,702 - mmaction - INFO - Epoch [109][380/3757] lr: 6.215e-02, eta: 5 days, 13:03:54, time: 0.803, data_time: 0.017, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6180, loss_cls: 2.8983, loss: 2.8983, grad_norm: 2.6468 2020-07-28 17:31:17,031 - mmaction - INFO - Epoch [109][400/3757] lr: 6.215e-02, eta: 5 days, 13:03:03, time: 0.816, data_time: 0.028, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6203, loss_cls: 2.8791, loss: 2.8791, grad_norm: 2.6203 2020-07-28 17:31:32,772 - mmaction - INFO - Epoch [109][420/3757] lr: 6.215e-02, eta: 5 days, 13:01:52, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6289, loss_cls: 2.8627, loss: 2.8627, grad_norm: 2.5707 2020-07-28 17:31:48,624 - mmaction - INFO - Epoch [109][440/3757] lr: 6.215e-02, eta: 5 days, 13:00:45, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6188, loss_cls: 2.8346, loss: 2.8346, grad_norm: 2.7037 2020-07-28 17:32:04,418 - mmaction - INFO - Epoch [109][460/3757] lr: 6.215e-02, eta: 5 days, 12:59:36, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.8354, loss: 2.8354, grad_norm: 2.6484 2020-07-28 17:32:20,254 - mmaction - INFO - Epoch [109][480/3757] lr: 6.215e-02, eta: 5 days, 12:58:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6289, loss_cls: 2.7929, loss: 2.7929, grad_norm: 2.6186 2020-07-28 17:32:36,155 - mmaction - INFO - Epoch [109][500/3757] lr: 6.215e-02, eta: 5 days, 12:57:23, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6188, loss_cls: 2.9286, loss: 2.9286, grad_norm: 2.6733 2020-07-28 17:32:51,962 - mmaction - INFO - Epoch [109][520/3757] lr: 6.215e-02, eta: 5 days, 12:56:16, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6117, loss_cls: 2.9163, loss: 2.9163, grad_norm: 2.6336 2020-07-28 17:33:07,650 - mmaction - INFO - Epoch [109][540/3757] lr: 6.215e-02, eta: 5 days, 12:55:04, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6289, loss_cls: 2.9012, loss: 2.9012, grad_norm: 2.6962 2020-07-28 17:33:23,530 - mmaction - INFO - Epoch [109][560/3757] lr: 6.215e-02, eta: 5 days, 12:53:58, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 2.9711, loss: 2.9711, grad_norm: 2.6125 2020-07-28 17:33:39,303 - mmaction - INFO - Epoch [109][580/3757] lr: 6.215e-02, eta: 5 days, 12:52:50, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6141, loss_cls: 2.8786, loss: 2.8786, grad_norm: 2.5804 2020-07-28 17:33:55,245 - mmaction - INFO - Epoch [109][600/3757] lr: 6.215e-02, eta: 5 days, 12:51:47, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6180, loss_cls: 2.8542, loss: 2.8542, grad_norm: 2.5996 2020-07-28 17:34:11,036 - mmaction - INFO - Epoch [109][620/3757] lr: 6.215e-02, eta: 5 days, 12:50:39, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6164, loss_cls: 2.8940, loss: 2.8940, grad_norm: 2.6820 2020-07-28 17:34:26,819 - mmaction - INFO - Epoch [109][640/3757] lr: 6.215e-02, eta: 5 days, 12:49:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6195, loss_cls: 2.8697, loss: 2.8697, grad_norm: 2.5908 2020-07-28 17:34:43,012 - mmaction - INFO - Epoch [109][660/3757] lr: 6.215e-02, eta: 5 days, 12:48:37, time: 0.810, data_time: 0.024, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6391, loss_cls: 2.7521, loss: 2.7521, grad_norm: 2.5696 2020-07-28 17:34:59,069 - mmaction - INFO - Epoch [109][680/3757] lr: 6.215e-02, eta: 5 days, 12:47:39, time: 0.803, data_time: 0.015, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6125, loss_cls: 2.8718, loss: 2.8718, grad_norm: 2.6850 2020-07-28 17:35:15,194 - mmaction - INFO - Epoch [109][700/3757] lr: 6.215e-02, eta: 5 days, 12:46:43, time: 0.806, data_time: 0.017, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6258, loss_cls: 2.8639, loss: 2.8639, grad_norm: 2.6141 2020-07-28 17:35:31,405 - mmaction - INFO - Epoch [109][720/3757] lr: 6.215e-02, eta: 5 days, 12:45:50, time: 0.810, data_time: 0.024, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6203, loss_cls: 2.9036, loss: 2.9036, grad_norm: 2.6770 2020-07-28 17:35:47,678 - mmaction - INFO - Epoch [109][740/3757] lr: 6.215e-02, eta: 5 days, 12:45:00, time: 0.815, data_time: 0.020, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6266, loss_cls: 2.8435, loss: 2.8435, grad_norm: 2.6378 2020-07-28 17:36:03,955 - mmaction - INFO - Epoch [109][760/3757] lr: 6.215e-02, eta: 5 days, 12:44:10, time: 0.814, data_time: 0.024, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6320, loss_cls: 2.8040, loss: 2.8040, grad_norm: 2.6254 2020-07-28 17:36:19,829 - mmaction - INFO - Epoch [109][780/3757] lr: 6.215e-02, eta: 5 days, 12:43:05, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6266, loss_cls: 2.7532, loss: 2.7532, grad_norm: 2.5888 2020-07-28 17:36:35,566 - mmaction - INFO - Epoch [109][800/3757] lr: 6.215e-02, eta: 5 days, 12:41:56, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6266, loss_cls: 2.8859, loss: 2.8859, grad_norm: 2.6406 2020-07-28 17:36:51,716 - mmaction - INFO - Epoch [109][820/3757] lr: 6.215e-02, eta: 5 days, 12:41:02, time: 0.807, data_time: 0.015, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6203, loss_cls: 2.8164, loss: 2.8164, grad_norm: 2.6965 2020-07-28 17:37:07,546 - mmaction - INFO - Epoch [109][840/3757] lr: 6.215e-02, eta: 5 days, 12:39:56, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6125, loss_cls: 2.9466, loss: 2.9466, grad_norm: 2.6433 2020-07-28 17:37:23,374 - mmaction - INFO - Epoch [109][860/3757] lr: 6.215e-02, eta: 5 days, 12:38:52, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6445, loss_cls: 2.7113, loss: 2.7113, grad_norm: 2.5623 2020-07-28 17:37:39,184 - mmaction - INFO - Epoch [109][880/3757] lr: 6.215e-02, eta: 5 days, 12:37:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6070, loss_cls: 2.9488, loss: 2.9488, grad_norm: 2.7021 2020-07-28 17:37:55,034 - mmaction - INFO - Epoch [109][900/3757] lr: 6.215e-02, eta: 5 days, 12:36:40, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6211, loss_cls: 2.8355, loss: 2.8355, grad_norm: 2.5437 2020-07-28 17:38:10,834 - mmaction - INFO - Epoch [109][920/3757] lr: 6.215e-02, eta: 5 days, 12:35:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6125, loss_cls: 2.8973, loss: 2.8973, grad_norm: 2.6320 2020-07-28 17:38:26,699 - mmaction - INFO - Epoch [109][940/3757] lr: 6.215e-02, eta: 5 days, 12:34:32, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6453, loss_cls: 2.6805, loss: 2.6805, grad_norm: 2.5364 2020-07-28 17:38:42,518 - mmaction - INFO - Epoch [109][960/3757] lr: 6.215e-02, eta: 5 days, 12:33:27, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.8705, loss: 2.8705, grad_norm: 2.6858 2020-07-28 17:38:58,668 - mmaction - INFO - Epoch [109][980/3757] lr: 6.215e-02, eta: 5 days, 12:32:34, time: 0.808, data_time: 0.002, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6164, loss_cls: 2.8482, loss: 2.8482, grad_norm: 2.6141 2020-07-28 17:39:14,511 - mmaction - INFO - Epoch [109][1000/3757] lr: 6.215e-02, eta: 5 days, 12:31:30, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6359, loss_cls: 2.7897, loss: 2.7897, grad_norm: 2.6528 2020-07-28 17:39:30,258 - mmaction - INFO - Epoch [109][1020/3757] lr: 6.215e-02, eta: 5 days, 12:30:23, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6141, loss_cls: 2.9080, loss: 2.9080, grad_norm: 2.6805 2020-07-28 17:39:46,048 - mmaction - INFO - Epoch [109][1040/3757] lr: 6.215e-02, eta: 5 days, 12:29:17, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6023, loss_cls: 2.9472, loss: 2.9472, grad_norm: 2.6272 2020-07-28 17:40:01,867 - mmaction - INFO - Epoch [109][1060/3757] lr: 6.215e-02, eta: 5 days, 12:28:12, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6172, loss_cls: 2.8329, loss: 2.8329, grad_norm: 2.6062 2020-07-28 17:40:17,765 - mmaction - INFO - Epoch [109][1080/3757] lr: 6.215e-02, eta: 5 days, 12:27:11, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6406, loss_cls: 2.8028, loss: 2.8028, grad_norm: 2.6247 2020-07-28 17:40:33,562 - mmaction - INFO - Epoch [109][1100/3757] lr: 6.215e-02, eta: 5 days, 12:26:06, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6305, loss_cls: 2.8518, loss: 2.8518, grad_norm: 2.7278 2020-07-28 17:40:49,425 - mmaction - INFO - Epoch [109][1120/3757] lr: 6.215e-02, eta: 5 days, 12:25:03, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.3531, top5_acc: 0.5867, loss_cls: 2.9966, loss: 2.9966, grad_norm: 2.6515 2020-07-28 17:41:05,362 - mmaction - INFO - Epoch [109][1140/3757] lr: 6.215e-02, eta: 5 days, 12:24:04, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6273, loss_cls: 2.8543, loss: 2.8543, grad_norm: 2.5541 2020-07-28 17:41:21,183 - mmaction - INFO - Epoch [109][1160/3757] lr: 6.215e-02, eta: 5 days, 12:23:00, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6391, loss_cls: 2.7326, loss: 2.7326, grad_norm: 2.5888 2020-07-28 17:41:37,142 - mmaction - INFO - Epoch [109][1180/3757] lr: 6.215e-02, eta: 5 days, 12:22:01, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.3484, top5_acc: 0.6125, loss_cls: 2.8985, loss: 2.8985, grad_norm: 2.6785 2020-07-28 17:41:52,925 - mmaction - INFO - Epoch [109][1200/3757] lr: 6.215e-02, eta: 5 days, 12:20:56, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.8126, loss: 2.8126, grad_norm: 2.6817 2020-07-28 17:42:09,118 - mmaction - INFO - Epoch [109][1220/3757] lr: 6.215e-02, eta: 5 days, 12:20:05, time: 0.809, data_time: 0.001, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6141, loss_cls: 2.8554, loss: 2.8554, grad_norm: 2.6433 2020-07-28 17:42:24,883 - mmaction - INFO - Epoch [109][1240/3757] lr: 6.215e-02, eta: 5 days, 12:19:00, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6234, loss_cls: 2.8388, loss: 2.8388, grad_norm: 2.5684 2020-07-28 17:42:40,729 - mmaction - INFO - Epoch [109][1260/3757] lr: 6.215e-02, eta: 5 days, 12:17:58, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6281, loss_cls: 2.8433, loss: 2.8433, grad_norm: 2.6322 2020-07-28 17:42:56,585 - mmaction - INFO - Epoch [109][1280/3757] lr: 6.215e-02, eta: 5 days, 12:16:56, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6320, loss_cls: 2.7831, loss: 2.7831, grad_norm: 2.6519 2020-07-28 17:43:12,461 - mmaction - INFO - Epoch [109][1300/3757] lr: 6.215e-02, eta: 5 days, 12:15:55, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6172, loss_cls: 2.8298, loss: 2.8298, grad_norm: 2.7763 2020-07-28 17:43:28,254 - mmaction - INFO - Epoch [109][1320/3757] lr: 6.215e-02, eta: 5 days, 12:14:51, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6164, loss_cls: 2.8404, loss: 2.8404, grad_norm: 2.6940 2020-07-28 17:43:44,052 - mmaction - INFO - Epoch [109][1340/3757] lr: 6.215e-02, eta: 5 days, 12:13:47, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6242, loss_cls: 2.8820, loss: 2.8820, grad_norm: 2.7082 2020-07-28 17:43:59,877 - mmaction - INFO - Epoch [109][1360/3757] lr: 6.215e-02, eta: 5 days, 12:12:45, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6250, loss_cls: 2.9069, loss: 2.9069, grad_norm: 2.6445 2020-07-28 17:44:15,682 - mmaction - INFO - Epoch [109][1380/3757] lr: 6.215e-02, eta: 5 days, 12:11:42, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3492, top5_acc: 0.5984, loss_cls: 2.9566, loss: 2.9566, grad_norm: 2.6952 2020-07-28 17:44:31,462 - mmaction - INFO - Epoch [109][1400/3757] lr: 6.215e-02, eta: 5 days, 12:10:38, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6250, loss_cls: 2.8299, loss: 2.8299, grad_norm: 2.5678 2020-07-28 17:44:47,237 - mmaction - INFO - Epoch [109][1420/3757] lr: 6.215e-02, eta: 5 days, 12:09:34, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6336, loss_cls: 2.7669, loss: 2.7669, grad_norm: 2.6237 2020-07-28 17:45:05,653 - mmaction - INFO - Epoch [109][1440/3757] lr: 6.215e-02, eta: 5 days, 12:10:00, time: 0.921, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6406, loss_cls: 2.7706, loss: 2.7706, grad_norm: 2.7320 2020-07-28 17:45:26,658 - mmaction - INFO - Epoch [109][1460/3757] lr: 6.215e-02, eta: 5 days, 12:11:52, time: 1.050, data_time: 0.169, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6078, loss_cls: 2.9620, loss: 2.9620, grad_norm: 2.6377 2020-07-28 17:45:43,023 - mmaction - INFO - Epoch [109][1480/3757] lr: 6.215e-02, eta: 5 days, 12:11:08, time: 0.818, data_time: 0.027, memory: 6192, top1_acc: 0.3594, top5_acc: 0.5984, loss_cls: 2.9842, loss: 2.9842, grad_norm: 2.6992 2020-07-28 17:45:58,841 - mmaction - INFO - Epoch [109][1500/3757] lr: 6.215e-02, eta: 5 days, 12:10:06, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6180, loss_cls: 2.8893, loss: 2.8893, grad_norm: 2.6296 2020-07-28 17:46:14,950 - mmaction - INFO - Epoch [109][1520/3757] lr: 6.215e-02, eta: 5 days, 12:09:13, time: 0.805, data_time: 0.018, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6180, loss_cls: 2.8432, loss: 2.8432, grad_norm: 2.6452 2020-07-28 17:46:31,084 - mmaction - INFO - Epoch [109][1540/3757] lr: 6.215e-02, eta: 5 days, 12:08:22, time: 0.807, data_time: 0.024, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6258, loss_cls: 2.8227, loss: 2.8227, grad_norm: 2.5404 2020-07-28 17:46:46,918 - mmaction - INFO - Epoch [109][1560/3757] lr: 6.215e-02, eta: 5 days, 12:07:21, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6297, loss_cls: 2.7842, loss: 2.7842, grad_norm: 2.6128 2020-07-28 17:47:02,700 - mmaction - INFO - Epoch [109][1580/3757] lr: 6.215e-02, eta: 5 days, 12:06:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6383, loss_cls: 2.7975, loss: 2.7975, grad_norm: 2.6235 2020-07-28 17:47:22,968 - mmaction - INFO - Epoch [109][1600/3757] lr: 6.215e-02, eta: 5 days, 12:07:44, time: 1.013, data_time: 0.181, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6359, loss_cls: 2.7648, loss: 2.7648, grad_norm: 2.6223 2020-07-28 17:47:43,827 - mmaction - INFO - Epoch [109][1620/3757] lr: 6.215e-02, eta: 5 days, 12:09:30, time: 1.044, data_time: 0.258, memory: 6192, top1_acc: 0.3414, top5_acc: 0.6094, loss_cls: 2.9313, loss: 2.9313, grad_norm: 2.5710 2020-07-28 17:48:03,764 - mmaction - INFO - Epoch [109][1640/3757] lr: 6.215e-02, eta: 5 days, 12:10:45, time: 0.996, data_time: 0.155, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6406, loss_cls: 2.7072, loss: 2.7072, grad_norm: 2.6231 2020-07-28 17:48:24,753 - mmaction - INFO - Epoch [109][1660/3757] lr: 6.215e-02, eta: 5 days, 12:12:35, time: 1.050, data_time: 0.256, memory: 6192, top1_acc: 0.3484, top5_acc: 0.6141, loss_cls: 2.9608, loss: 2.9608, grad_norm: 2.7284 2020-07-28 17:48:44,281 - mmaction - INFO - Epoch [109][1680/3757] lr: 6.215e-02, eta: 5 days, 12:13:36, time: 0.977, data_time: 0.156, memory: 6192, top1_acc: 0.3391, top5_acc: 0.5914, loss_cls: 2.9895, loss: 2.9895, grad_norm: 2.7108 2020-07-28 17:49:00,092 - mmaction - INFO - Epoch [109][1700/3757] lr: 6.215e-02, eta: 5 days, 12:12:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6047, loss_cls: 2.9186, loss: 2.9186, grad_norm: 2.6474 2020-07-28 17:49:15,919 - mmaction - INFO - Epoch [109][1720/3757] lr: 6.215e-02, eta: 5 days, 12:11:32, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6164, loss_cls: 2.9044, loss: 2.9044, grad_norm: 2.6595 2020-07-28 17:49:31,739 - mmaction - INFO - Epoch [109][1740/3757] lr: 6.215e-02, eta: 5 days, 12:10:30, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6133, loss_cls: 2.8452, loss: 2.8452, grad_norm: 2.6286 2020-07-28 17:49:47,542 - mmaction - INFO - Epoch [109][1760/3757] lr: 6.215e-02, eta: 5 days, 12:09:28, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6203, loss_cls: 2.8820, loss: 2.8820, grad_norm: 2.6401 2020-07-28 17:50:03,382 - mmaction - INFO - Epoch [109][1780/3757] lr: 6.215e-02, eta: 5 days, 12:08:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6242, loss_cls: 2.9213, loss: 2.9213, grad_norm: 2.6056 2020-07-28 17:50:19,100 - mmaction - INFO - Epoch [109][1800/3757] lr: 6.215e-02, eta: 5 days, 12:07:22, time: 0.786, data_time: 0.005, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6117, loss_cls: 2.9170, loss: 2.9170, grad_norm: 2.6149 2020-07-28 17:50:35,157 - mmaction - INFO - Epoch [109][1820/3757] lr: 6.215e-02, eta: 5 days, 12:06:28, time: 0.802, data_time: 0.018, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.8440, loss: 2.8440, grad_norm: 2.6178 2020-07-28 17:50:51,375 - mmaction - INFO - Epoch [109][1840/3757] lr: 6.215e-02, eta: 5 days, 12:05:40, time: 0.811, data_time: 0.024, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6383, loss_cls: 2.8308, loss: 2.8308, grad_norm: 2.6941 2020-07-28 17:51:07,389 - mmaction - INFO - Epoch [109][1860/3757] lr: 6.215e-02, eta: 5 days, 12:04:45, time: 0.801, data_time: 0.015, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6266, loss_cls: 2.8079, loss: 2.8079, grad_norm: 2.5747 2020-07-28 17:51:23,628 - mmaction - INFO - Epoch [109][1880/3757] lr: 6.215e-02, eta: 5 days, 12:03:58, time: 0.813, data_time: 0.024, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6297, loss_cls: 2.8304, loss: 2.8304, grad_norm: 2.6261 2020-07-28 17:51:39,330 - mmaction - INFO - Epoch [109][1900/3757] lr: 6.215e-02, eta: 5 days, 12:02:53, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6352, loss_cls: 2.8262, loss: 2.8262, grad_norm: 2.6020 2020-07-28 17:51:55,211 - mmaction - INFO - Epoch [109][1920/3757] lr: 6.215e-02, eta: 5 days, 12:01:54, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3539, top5_acc: 0.5922, loss_cls: 2.9014, loss: 2.9014, grad_norm: 2.6633 2020-07-28 17:52:11,057 - mmaction - INFO - Epoch [109][1940/3757] lr: 6.215e-02, eta: 5 days, 12:00:54, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6266, loss_cls: 2.9012, loss: 2.9012, grad_norm: 2.6583 2020-07-28 17:52:26,960 - mmaction - INFO - Epoch [109][1960/3757] lr: 6.215e-02, eta: 5 days, 11:59:57, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3391, top5_acc: 0.6258, loss_cls: 2.9469, loss: 2.9469, grad_norm: 2.7169 2020-07-28 17:52:42,715 - mmaction - INFO - Epoch [109][1980/3757] lr: 6.215e-02, eta: 5 days, 11:58:54, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6336, loss_cls: 2.8169, loss: 2.8169, grad_norm: 2.5288 2020-07-28 17:52:58,547 - mmaction - INFO - Epoch [109][2000/3757] lr: 6.215e-02, eta: 5 days, 11:57:53, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3531, top5_acc: 0.5891, loss_cls: 3.0151, loss: 3.0151, grad_norm: 2.6758 2020-07-28 17:53:14,344 - mmaction - INFO - Epoch [109][2020/3757] lr: 6.215e-02, eta: 5 days, 11:56:52, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6312, loss_cls: 2.7806, loss: 2.7806, grad_norm: 2.6486 2020-07-28 17:53:30,223 - mmaction - INFO - Epoch [109][2040/3757] lr: 6.215e-02, eta: 5 days, 11:55:53, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6148, loss_cls: 2.9005, loss: 2.9005, grad_norm: 2.6119 2020-07-28 17:53:46,061 - mmaction - INFO - Epoch [109][2060/3757] lr: 6.215e-02, eta: 5 days, 11:54:54, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3453, top5_acc: 0.5883, loss_cls: 3.0050, loss: 3.0050, grad_norm: 2.7021 2020-07-28 17:54:01,835 - mmaction - INFO - Epoch [109][2080/3757] lr: 6.215e-02, eta: 5 days, 11:53:53, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3328, top5_acc: 0.6266, loss_cls: 2.8875, loss: 2.8875, grad_norm: 2.6471 2020-07-28 17:54:17,619 - mmaction - INFO - Epoch [109][2100/3757] lr: 6.215e-02, eta: 5 days, 11:52:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6219, loss_cls: 2.8523, loss: 2.8523, grad_norm: 2.5923 2020-07-28 17:54:33,439 - mmaction - INFO - Epoch [109][2120/3757] lr: 6.215e-02, eta: 5 days, 11:51:52, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6258, loss_cls: 2.8833, loss: 2.8833, grad_norm: 2.5813 2020-07-28 17:54:49,291 - mmaction - INFO - Epoch [109][2140/3757] lr: 6.215e-02, eta: 5 days, 11:50:54, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6133, loss_cls: 2.8987, loss: 2.8987, grad_norm: 2.5723 2020-07-28 17:55:05,165 - mmaction - INFO - Epoch [109][2160/3757] lr: 6.215e-02, eta: 5 days, 11:49:55, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6148, loss_cls: 2.9066, loss: 2.9066, grad_norm: 2.5355 2020-07-28 17:55:20,843 - mmaction - INFO - Epoch [109][2180/3757] lr: 6.215e-02, eta: 5 days, 11:48:51, time: 0.784, data_time: 0.002, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6195, loss_cls: 2.9046, loss: 2.9046, grad_norm: 2.6843 2020-07-28 17:55:36,592 - mmaction - INFO - Epoch [109][2200/3757] lr: 6.215e-02, eta: 5 days, 11:47:50, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3422, top5_acc: 0.6070, loss_cls: 2.9746, loss: 2.9746, grad_norm: 2.7209 2020-07-28 17:55:52,422 - mmaction - INFO - Epoch [109][2220/3757] lr: 6.215e-02, eta: 5 days, 11:46:50, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6391, loss_cls: 2.7924, loss: 2.7924, grad_norm: 2.5787 2020-07-28 17:56:08,242 - mmaction - INFO - Epoch [109][2240/3757] lr: 6.215e-02, eta: 5 days, 11:45:52, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6047, loss_cls: 2.9262, loss: 2.9262, grad_norm: 2.7492 2020-07-28 17:56:24,074 - mmaction - INFO - Epoch [109][2260/3757] lr: 6.215e-02, eta: 5 days, 11:44:53, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6195, loss_cls: 2.8708, loss: 2.8708, grad_norm: 2.6514 2020-07-28 17:56:39,930 - mmaction - INFO - Epoch [109][2280/3757] lr: 6.215e-02, eta: 5 days, 11:43:54, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6242, loss_cls: 2.8737, loss: 2.8737, grad_norm: 2.5863 2020-07-28 17:56:56,222 - mmaction - INFO - Epoch [109][2300/3757] lr: 6.215e-02, eta: 5 days, 11:43:11, time: 0.815, data_time: 0.031, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6125, loss_cls: 2.8847, loss: 2.8847, grad_norm: 2.5815 2020-07-28 17:57:12,054 - mmaction - INFO - Epoch [109][2320/3757] lr: 6.215e-02, eta: 5 days, 11:42:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6227, loss_cls: 2.8219, loss: 2.8219, grad_norm: 2.6059 2020-07-28 17:57:27,839 - mmaction - INFO - Epoch [109][2340/3757] lr: 6.215e-02, eta: 5 days, 11:41:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3461, top5_acc: 0.6133, loss_cls: 2.9421, loss: 2.9421, grad_norm: 2.6882 2020-07-28 17:57:43,608 - mmaction - INFO - Epoch [109][2360/3757] lr: 6.215e-02, eta: 5 days, 11:40:13, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6211, loss_cls: 2.8602, loss: 2.8602, grad_norm: 2.6062 2020-07-28 17:57:59,391 - mmaction - INFO - Epoch [109][2380/3757] lr: 6.215e-02, eta: 5 days, 11:39:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6070, loss_cls: 2.8685, loss: 2.8685, grad_norm: 2.6461 2020-07-28 17:58:15,513 - mmaction - INFO - Epoch [109][2400/3757] lr: 6.215e-02, eta: 5 days, 11:38:24, time: 0.806, data_time: 0.018, memory: 6192, top1_acc: 0.3461, top5_acc: 0.5984, loss_cls: 2.9809, loss: 2.9809, grad_norm: 2.6554 2020-07-28 17:58:32,388 - mmaction - INFO - Epoch [109][2420/3757] lr: 6.215e-02, eta: 5 days, 11:37:59, time: 0.844, data_time: 0.053, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6227, loss_cls: 2.8827, loss: 2.8827, grad_norm: 2.6422 2020-07-28 17:58:48,519 - mmaction - INFO - Epoch [109][2440/3757] lr: 6.215e-02, eta: 5 days, 11:37:10, time: 0.805, data_time: 0.015, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6188, loss_cls: 2.8559, loss: 2.8559, grad_norm: 2.7076 2020-07-28 17:59:05,119 - mmaction - INFO - Epoch [109][2460/3757] lr: 6.215e-02, eta: 5 days, 11:36:37, time: 0.832, data_time: 0.029, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6336, loss_cls: 2.8123, loss: 2.8123, grad_norm: 2.6700 2020-07-28 17:59:21,289 - mmaction - INFO - Epoch [109][2480/3757] lr: 6.215e-02, eta: 5 days, 11:35:50, time: 0.808, data_time: 0.006, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6227, loss_cls: 2.9164, loss: 2.9164, grad_norm: 2.6913 2020-07-28 17:59:37,399 - mmaction - INFO - Epoch [109][2500/3757] lr: 6.215e-02, eta: 5 days, 11:35:01, time: 0.805, data_time: 0.002, memory: 6192, top1_acc: 0.3578, top5_acc: 0.5930, loss_cls: 2.9753, loss: 2.9753, grad_norm: 2.6290 2020-07-28 17:59:53,793 - mmaction - INFO - Epoch [109][2520/3757] lr: 6.215e-02, eta: 5 days, 11:34:20, time: 0.818, data_time: 0.016, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6227, loss_cls: 2.8204, loss: 2.8204, grad_norm: 2.6107 2020-07-28 18:00:16,284 - mmaction - INFO - Epoch [109][2540/3757] lr: 6.215e-02, eta: 5 days, 11:36:52, time: 1.124, data_time: 0.010, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6336, loss_cls: 2.8439, loss: 2.8439, grad_norm: 2.6327 2020-07-28 18:00:32,264 - mmaction - INFO - Epoch [109][2560/3757] lr: 6.215e-02, eta: 5 days, 11:36:01, time: 0.802, data_time: 0.007, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6438, loss_cls: 2.7949, loss: 2.7949, grad_norm: 2.6107 2020-07-28 18:00:48,017 - mmaction - INFO - Epoch [109][2580/3757] lr: 6.215e-02, eta: 5 days, 11:35:00, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6359, loss_cls: 2.8399, loss: 2.8399, grad_norm: 2.6886 2020-07-28 18:01:03,929 - mmaction - INFO - Epoch [109][2600/3757] lr: 6.215e-02, eta: 5 days, 11:34:05, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6180, loss_cls: 2.8623, loss: 2.8623, grad_norm: 2.6728 2020-07-28 18:01:25,779 - mmaction - INFO - Epoch [109][2620/3757] lr: 6.215e-02, eta: 5 days, 11:36:16, time: 1.092, data_time: 0.088, memory: 6192, top1_acc: 0.3484, top5_acc: 0.6211, loss_cls: 2.8723, loss: 2.8723, grad_norm: 2.5386 2020-07-28 18:01:41,815 - mmaction - INFO - Epoch [109][2640/3757] lr: 6.215e-02, eta: 5 days, 11:35:26, time: 0.803, data_time: 0.008, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6266, loss_cls: 2.8140, loss: 2.8140, grad_norm: 2.5649 2020-07-28 18:01:58,251 - mmaction - INFO - Epoch [109][2660/3757] lr: 6.215e-02, eta: 5 days, 11:34:47, time: 0.822, data_time: 0.010, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6180, loss_cls: 2.9002, loss: 2.9002, grad_norm: 2.5811 2020-07-28 18:02:14,243 - mmaction - INFO - Epoch [109][2680/3757] lr: 6.215e-02, eta: 5 days, 11:33:55, time: 0.800, data_time: 0.007, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6086, loss_cls: 2.8614, loss: 2.8614, grad_norm: 2.6063 2020-07-28 18:02:30,087 - mmaction - INFO - Epoch [109][2700/3757] lr: 6.215e-02, eta: 5 days, 11:32:57, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6281, loss_cls: 2.8454, loss: 2.8454, grad_norm: 2.6295 2020-07-28 18:02:45,942 - mmaction - INFO - Epoch [109][2720/3757] lr: 6.215e-02, eta: 5 days, 11:32:01, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6172, loss_cls: 2.8818, loss: 2.8818, grad_norm: 2.7343 2020-07-28 18:03:01,743 - mmaction - INFO - Epoch [109][2740/3757] lr: 6.215e-02, eta: 5 days, 11:31:03, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6273, loss_cls: 2.8391, loss: 2.8391, grad_norm: 2.6346 2020-07-28 18:03:17,609 - mmaction - INFO - Epoch [109][2760/3757] lr: 6.215e-02, eta: 5 days, 11:30:07, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6180, loss_cls: 2.9347, loss: 2.9347, grad_norm: 2.6635 2020-07-28 18:03:33,431 - mmaction - INFO - Epoch [109][2780/3757] lr: 6.215e-02, eta: 5 days, 11:29:10, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6219, loss_cls: 2.8975, loss: 2.8975, grad_norm: 2.6296 2020-07-28 18:03:49,211 - mmaction - INFO - Epoch [109][2800/3757] lr: 6.215e-02, eta: 5 days, 11:28:12, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6164, loss_cls: 2.8956, loss: 2.8956, grad_norm: 2.6257 2020-07-28 18:04:05,071 - mmaction - INFO - Epoch [109][2820/3757] lr: 6.215e-02, eta: 5 days, 11:27:15, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3484, top5_acc: 0.6062, loss_cls: 2.9877, loss: 2.9877, grad_norm: 2.5944 2020-07-28 18:04:21,046 - mmaction - INFO - Epoch [109][2840/3757] lr: 6.215e-02, eta: 5 days, 11:26:24, time: 0.799, data_time: 0.002, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6289, loss_cls: 2.8004, loss: 2.8004, grad_norm: 2.6063 2020-07-28 18:04:36,824 - mmaction - INFO - Epoch [109][2860/3757] lr: 6.215e-02, eta: 5 days, 11:25:25, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6141, loss_cls: 2.8556, loss: 2.8556, grad_norm: 2.6286 2020-07-28 18:04:52,742 - mmaction - INFO - Epoch [109][2880/3757] lr: 6.215e-02, eta: 5 days, 11:24:30, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6234, loss_cls: 2.8657, loss: 2.8657, grad_norm: 2.6396 2020-07-28 18:05:08,655 - mmaction - INFO - Epoch [109][2900/3757] lr: 6.215e-02, eta: 5 days, 11:23:37, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3492, top5_acc: 0.6031, loss_cls: 2.9161, loss: 2.9161, grad_norm: 2.6401 2020-07-28 18:05:24,530 - mmaction - INFO - Epoch [109][2920/3757] lr: 6.215e-02, eta: 5 days, 11:22:42, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6164, loss_cls: 2.8863, loss: 2.8863, grad_norm: 2.6180 2020-07-28 18:05:40,461 - mmaction - INFO - Epoch [109][2940/3757] lr: 6.215e-02, eta: 5 days, 11:21:49, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6258, loss_cls: 2.8758, loss: 2.8758, grad_norm: 2.6514 2020-07-28 18:05:56,290 - mmaction - INFO - Epoch [109][2960/3757] lr: 6.215e-02, eta: 5 days, 11:20:53, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6336, loss_cls: 2.8976, loss: 2.8976, grad_norm: 2.6198 2020-07-28 18:06:12,087 - mmaction - INFO - Epoch [109][2980/3757] lr: 6.215e-02, eta: 5 days, 11:19:56, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6172, loss_cls: 2.8785, loss: 2.8785, grad_norm: 2.6269 2020-07-28 18:06:27,944 - mmaction - INFO - Epoch [109][3000/3757] lr: 6.215e-02, eta: 5 days, 11:19:01, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6133, loss_cls: 2.8769, loss: 2.8769, grad_norm: 2.6002 2020-07-28 18:06:43,868 - mmaction - INFO - Epoch [109][3020/3757] lr: 6.215e-02, eta: 5 days, 11:18:08, time: 0.796, data_time: 0.012, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6297, loss_cls: 2.8696, loss: 2.8696, grad_norm: 2.5603 2020-07-28 18:07:00,273 - mmaction - INFO - Epoch [109][3040/3757] lr: 6.215e-02, eta: 5 days, 11:17:30, time: 0.820, data_time: 0.017, memory: 6192, top1_acc: 0.3461, top5_acc: 0.6188, loss_cls: 2.8699, loss: 2.8699, grad_norm: 2.6053 2020-07-28 18:07:16,121 - mmaction - INFO - Epoch [109][3060/3757] lr: 6.215e-02, eta: 5 days, 11:16:35, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6289, loss_cls: 2.8317, loss: 2.8317, grad_norm: 2.6468 2020-07-28 18:07:32,280 - mmaction - INFO - Epoch [109][3080/3757] lr: 6.215e-02, eta: 5 days, 11:15:49, time: 0.807, data_time: 0.018, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6125, loss_cls: 2.8461, loss: 2.8461, grad_norm: 2.6007 2020-07-28 18:07:48,025 - mmaction - INFO - Epoch [109][3100/3757] lr: 6.215e-02, eta: 5 days, 11:14:51, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6055, loss_cls: 2.9120, loss: 2.9120, grad_norm: 2.6338 2020-07-28 18:08:03,898 - mmaction - INFO - Epoch [109][3120/3757] lr: 6.215e-02, eta: 5 days, 11:13:56, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6242, loss_cls: 2.9151, loss: 2.9151, grad_norm: 2.7158 2020-07-28 18:08:19,654 - mmaction - INFO - Epoch [109][3140/3757] lr: 6.215e-02, eta: 5 days, 11:12:59, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3586, top5_acc: 0.5906, loss_cls: 2.9576, loss: 2.9576, grad_norm: 2.6583 2020-07-28 18:08:35,506 - mmaction - INFO - Epoch [109][3160/3757] lr: 6.215e-02, eta: 5 days, 11:12:04, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6047, loss_cls: 2.9138, loss: 2.9138, grad_norm: 2.5871 2020-07-28 18:08:51,254 - mmaction - INFO - Epoch [109][3180/3757] lr: 6.215e-02, eta: 5 days, 11:11:06, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6211, loss_cls: 2.8748, loss: 2.8748, grad_norm: 2.6761 2020-07-28 18:09:07,128 - mmaction - INFO - Epoch [109][3200/3757] lr: 6.215e-02, eta: 5 days, 11:10:13, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6055, loss_cls: 2.8965, loss: 2.8965, grad_norm: 2.6818 2020-07-28 18:09:22,877 - mmaction - INFO - Epoch [109][3220/3757] lr: 6.215e-02, eta: 5 days, 11:09:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6367, loss_cls: 2.8152, loss: 2.8152, grad_norm: 2.6368 2020-07-28 18:09:38,833 - mmaction - INFO - Epoch [109][3240/3757] lr: 6.215e-02, eta: 5 days, 11:08:24, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3438, top5_acc: 0.5930, loss_cls: 2.9804, loss: 2.9804, grad_norm: 2.6629 2020-07-28 18:09:54,519 - mmaction - INFO - Epoch [109][3260/3757] lr: 6.215e-02, eta: 5 days, 11:07:25, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6359, loss_cls: 2.8796, loss: 2.8796, grad_norm: 2.5879 2020-07-28 18:10:10,294 - mmaction - INFO - Epoch [109][3280/3757] lr: 6.215e-02, eta: 5 days, 11:06:28, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6266, loss_cls: 2.7989, loss: 2.7989, grad_norm: 2.6639 2020-07-28 18:10:26,127 - mmaction - INFO - Epoch [109][3300/3757] lr: 6.215e-02, eta: 5 days, 11:05:34, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6156, loss_cls: 2.8766, loss: 2.8766, grad_norm: 2.6154 2020-07-28 18:10:41,960 - mmaction - INFO - Epoch [109][3320/3757] lr: 6.215e-02, eta: 5 days, 11:04:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6250, loss_cls: 2.8500, loss: 2.8500, grad_norm: 2.5722 2020-07-28 18:10:57,672 - mmaction - INFO - Epoch [109][3340/3757] lr: 6.215e-02, eta: 5 days, 11:03:41, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6328, loss_cls: 2.8163, loss: 2.8163, grad_norm: 2.6683 2020-07-28 18:11:13,550 - mmaction - INFO - Epoch [109][3360/3757] lr: 6.215e-02, eta: 5 days, 11:02:48, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6242, loss_cls: 2.8723, loss: 2.8723, grad_norm: 2.6970 2020-07-28 18:11:29,300 - mmaction - INFO - Epoch [109][3380/3757] lr: 6.215e-02, eta: 5 days, 11:01:51, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.9019, loss: 2.9019, grad_norm: 2.6489 2020-07-28 18:11:45,095 - mmaction - INFO - Epoch [109][3400/3757] lr: 6.215e-02, eta: 5 days, 11:00:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6281, loss_cls: 2.8390, loss: 2.8390, grad_norm: 2.6619 2020-07-28 18:12:00,943 - mmaction - INFO - Epoch [109][3420/3757] lr: 6.215e-02, eta: 5 days, 11:00:02, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6219, loss_cls: 2.8037, loss: 2.8037, grad_norm: 2.6591 2020-07-28 18:12:16,648 - mmaction - INFO - Epoch [109][3440/3757] lr: 6.215e-02, eta: 5 days, 10:59:05, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3469, top5_acc: 0.5859, loss_cls: 3.0223, loss: 3.0223, grad_norm: 2.6910 2020-07-28 18:12:32,545 - mmaction - INFO - Epoch [109][3460/3757] lr: 6.215e-02, eta: 5 days, 10:58:13, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6172, loss_cls: 2.9093, loss: 2.9093, grad_norm: 2.6094 2020-07-28 18:12:48,310 - mmaction - INFO - Epoch [109][3480/3757] lr: 6.215e-02, eta: 5 days, 10:57:16, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6242, loss_cls: 2.9126, loss: 2.9126, grad_norm: 2.6168 2020-07-28 18:13:03,989 - mmaction - INFO - Epoch [109][3500/3757] lr: 6.215e-02, eta: 5 days, 10:56:18, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6375, loss_cls: 2.8297, loss: 2.8297, grad_norm: 2.6673 2020-07-28 18:13:19,828 - mmaction - INFO - Epoch [109][3520/3757] lr: 6.215e-02, eta: 5 days, 10:55:25, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6086, loss_cls: 2.8828, loss: 2.8828, grad_norm: 2.5919 2020-07-28 18:13:35,594 - mmaction - INFO - Epoch [109][3540/3757] lr: 6.215e-02, eta: 5 days, 10:54:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6070, loss_cls: 2.9065, loss: 2.9065, grad_norm: 2.6050 2020-07-28 18:13:51,383 - mmaction - INFO - Epoch [109][3560/3757] lr: 6.215e-02, eta: 5 days, 10:53:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6203, loss_cls: 2.9285, loss: 2.9285, grad_norm: 2.6501 2020-07-28 18:14:07,235 - mmaction - INFO - Epoch [109][3580/3757] lr: 6.215e-02, eta: 5 days, 10:52:41, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6172, loss_cls: 2.8960, loss: 2.8960, grad_norm: 2.6093 2020-07-28 18:14:23,173 - mmaction - INFO - Epoch [109][3600/3757] lr: 6.215e-02, eta: 5 days, 10:51:51, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.3484, top5_acc: 0.6023, loss_cls: 2.9124, loss: 2.9124, grad_norm: 2.6309 2020-07-28 18:14:38,967 - mmaction - INFO - Epoch [109][3620/3757] lr: 6.215e-02, eta: 5 days, 10:50:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6188, loss_cls: 2.8318, loss: 2.8318, grad_norm: 2.6025 2020-07-28 18:14:54,788 - mmaction - INFO - Epoch [109][3640/3757] lr: 6.215e-02, eta: 5 days, 10:50:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6070, loss_cls: 2.8814, loss: 2.8814, grad_norm: 2.6444 2020-07-28 18:15:10,562 - mmaction - INFO - Epoch [109][3660/3757] lr: 6.215e-02, eta: 5 days, 10:49:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6109, loss_cls: 2.8553, loss: 2.8553, grad_norm: 2.6739 2020-07-28 18:15:26,340 - mmaction - INFO - Epoch [109][3680/3757] lr: 6.215e-02, eta: 5 days, 10:48:14, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6039, loss_cls: 2.8343, loss: 2.8343, grad_norm: 2.5871 2020-07-28 18:15:42,189 - mmaction - INFO - Epoch [109][3700/3757] lr: 6.215e-02, eta: 5 days, 10:47:21, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3430, top5_acc: 0.6047, loss_cls: 2.8981, loss: 2.8981, grad_norm: 2.7062 2020-07-28 18:15:57,992 - mmaction - INFO - Epoch [109][3720/3757] lr: 6.215e-02, eta: 5 days, 10:46:28, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6250, loss_cls: 2.8521, loss: 2.8521, grad_norm: 2.6316 2020-07-28 18:16:13,674 - mmaction - INFO - Epoch [109][3740/3757] lr: 6.215e-02, eta: 5 days, 10:45:30, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6289, loss_cls: 2.8703, loss: 2.8703, grad_norm: 2.6038 2020-07-28 18:20:53,969 - mmaction - INFO - Epoch [110][20/3757] lr: 6.155e-02, eta: 5 days, 12:31:20, time: 12.442, data_time: 11.535, memory: 6192, top1_acc: 0.3414, top5_acc: 0.6219, loss_cls: 2.8674, loss: 2.8674, grad_norm: 2.6191 2020-07-28 18:21:09,815 - mmaction - INFO - Epoch [110][40/3757] lr: 6.155e-02, eta: 5 days, 12:30:21, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6383, loss_cls: 2.8296, loss: 2.8296, grad_norm: 2.6630 2020-07-28 18:21:25,576 - mmaction - INFO - Epoch [110][60/3757] lr: 6.155e-02, eta: 5 days, 12:29:19, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3414, top5_acc: 0.5945, loss_cls: 2.9621, loss: 2.9621, grad_norm: 2.6956 2020-07-28 18:21:41,345 - mmaction - INFO - Epoch [110][80/3757] lr: 6.155e-02, eta: 5 days, 12:28:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6133, loss_cls: 2.8347, loss: 2.8347, grad_norm: 2.6097 2020-07-28 18:21:57,145 - mmaction - INFO - Epoch [110][100/3757] lr: 6.155e-02, eta: 5 days, 12:27:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6570, loss_cls: 2.7088, loss: 2.7088, grad_norm: 2.6573 2020-07-28 18:22:13,029 - mmaction - INFO - Epoch [110][120/3757] lr: 6.155e-02, eta: 5 days, 12:26:20, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6086, loss_cls: 2.9098, loss: 2.9098, grad_norm: 2.6461 2020-07-28 18:22:28,931 - mmaction - INFO - Epoch [110][140/3757] lr: 6.155e-02, eta: 5 days, 12:25:22, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6359, loss_cls: 2.8411, loss: 2.8411, grad_norm: 2.6693 2020-07-28 18:22:44,648 - mmaction - INFO - Epoch [110][160/3757] lr: 6.155e-02, eta: 5 days, 12:24:20, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6117, loss_cls: 2.8824, loss: 2.8824, grad_norm: 2.6242 2020-07-28 18:23:00,489 - mmaction - INFO - Epoch [110][180/3757] lr: 6.155e-02, eta: 5 days, 12:23:21, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6242, loss_cls: 2.8794, loss: 2.8794, grad_norm: 2.5878 2020-07-28 18:23:16,317 - mmaction - INFO - Epoch [110][200/3757] lr: 6.155e-02, eta: 5 days, 12:22:22, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3445, top5_acc: 0.6117, loss_cls: 2.9170, loss: 2.9170, grad_norm: 2.7066 2020-07-28 18:23:32,211 - mmaction - INFO - Epoch [110][220/3757] lr: 6.155e-02, eta: 5 days, 12:21:25, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6172, loss_cls: 2.9059, loss: 2.9059, grad_norm: 2.6421 2020-07-28 18:23:48,034 - mmaction - INFO - Epoch [110][240/3757] lr: 6.155e-02, eta: 5 days, 12:20:26, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6445, loss_cls: 2.7156, loss: 2.7156, grad_norm: 2.5914 2020-07-28 18:24:03,830 - mmaction - INFO - Epoch [110][260/3757] lr: 6.155e-02, eta: 5 days, 12:19:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6250, loss_cls: 2.7717, loss: 2.7717, grad_norm: 2.7474 2020-07-28 18:24:19,624 - mmaction - INFO - Epoch [110][280/3757] lr: 6.155e-02, eta: 5 days, 12:18:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6219, loss_cls: 2.8252, loss: 2.8252, grad_norm: 2.5928 2020-07-28 18:24:35,447 - mmaction - INFO - Epoch [110][300/3757] lr: 6.155e-02, eta: 5 days, 12:17:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6047, loss_cls: 2.9750, loss: 2.9750, grad_norm: 2.6900 2020-07-28 18:24:51,189 - mmaction - INFO - Epoch [110][320/3757] lr: 6.155e-02, eta: 5 days, 12:16:27, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6227, loss_cls: 2.8572, loss: 2.8572, grad_norm: 2.5831 2020-07-28 18:25:07,165 - mmaction - INFO - Epoch [110][340/3757] lr: 6.155e-02, eta: 5 days, 12:15:32, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6203, loss_cls: 2.9064, loss: 2.9064, grad_norm: 2.6525 2020-07-28 18:25:22,919 - mmaction - INFO - Epoch [110][360/3757] lr: 6.155e-02, eta: 5 days, 12:14:32, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6156, loss_cls: 2.9132, loss: 2.9132, grad_norm: 2.6848 2020-07-28 18:25:38,741 - mmaction - INFO - Epoch [110][380/3757] lr: 6.155e-02, eta: 5 days, 12:13:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6109, loss_cls: 2.8941, loss: 2.8941, grad_norm: 2.6120 2020-07-28 18:25:54,514 - mmaction - INFO - Epoch [110][400/3757] lr: 6.155e-02, eta: 5 days, 12:12:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6289, loss_cls: 2.7679, loss: 2.7679, grad_norm: 2.5830 2020-07-28 18:26:10,267 - mmaction - INFO - Epoch [110][420/3757] lr: 6.155e-02, eta: 5 days, 12:11:34, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6273, loss_cls: 2.8308, loss: 2.8308, grad_norm: 2.6505 2020-07-28 18:26:26,124 - mmaction - INFO - Epoch [110][440/3757] lr: 6.155e-02, eta: 5 days, 12:10:37, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6430, loss_cls: 2.8480, loss: 2.8480, grad_norm: 2.6332 2020-07-28 18:26:41,798 - mmaction - INFO - Epoch [110][460/3757] lr: 6.155e-02, eta: 5 days, 12:09:34, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6359, loss_cls: 2.8555, loss: 2.8555, grad_norm: 2.6598 2020-07-28 18:26:57,593 - mmaction - INFO - Epoch [110][480/3757] lr: 6.155e-02, eta: 5 days, 12:08:35, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6039, loss_cls: 2.9129, loss: 2.9129, grad_norm: 2.7176 2020-07-28 18:27:13,500 - mmaction - INFO - Epoch [110][500/3757] lr: 6.155e-02, eta: 5 days, 12:07:39, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6102, loss_cls: 2.8459, loss: 2.8459, grad_norm: 2.6786 2020-07-28 18:27:29,242 - mmaction - INFO - Epoch [110][520/3757] lr: 6.155e-02, eta: 5 days, 12:06:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6164, loss_cls: 2.8778, loss: 2.8778, grad_norm: 2.6460 2020-07-28 18:27:45,063 - mmaction - INFO - Epoch [110][540/3757] lr: 6.155e-02, eta: 5 days, 12:05:42, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6266, loss_cls: 2.8353, loss: 2.8353, grad_norm: 2.6455 2020-07-28 18:28:00,812 - mmaction - INFO - Epoch [110][560/3757] lr: 6.155e-02, eta: 5 days, 12:04:43, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6461, loss_cls: 2.8304, loss: 2.8304, grad_norm: 2.6232 2020-07-28 18:28:16,759 - mmaction - INFO - Epoch [110][580/3757] lr: 6.155e-02, eta: 5 days, 12:03:49, time: 0.797, data_time: 0.011, memory: 6192, top1_acc: 0.3383, top5_acc: 0.6086, loss_cls: 2.9396, loss: 2.9396, grad_norm: 2.6019 2020-07-28 18:28:32,542 - mmaction - INFO - Epoch [110][600/3757] lr: 6.155e-02, eta: 5 days, 12:02:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6320, loss_cls: 2.8195, loss: 2.8195, grad_norm: 2.6161 2020-07-28 18:28:48,339 - mmaction - INFO - Epoch [110][620/3757] lr: 6.155e-02, eta: 5 days, 12:01:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6031, loss_cls: 2.9759, loss: 2.9759, grad_norm: 2.6606 2020-07-28 18:29:04,213 - mmaction - INFO - Epoch [110][640/3757] lr: 6.155e-02, eta: 5 days, 12:00:56, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6195, loss_cls: 2.8671, loss: 2.8671, grad_norm: 2.5350 2020-07-28 18:29:20,105 - mmaction - INFO - Epoch [110][660/3757] lr: 6.155e-02, eta: 5 days, 12:00:01, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6211, loss_cls: 2.8220, loss: 2.8220, grad_norm: 2.6283 2020-07-28 18:29:35,896 - mmaction - INFO - Epoch [110][680/3757] lr: 6.155e-02, eta: 5 days, 11:59:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6508, loss_cls: 2.7342, loss: 2.7342, grad_norm: 2.6038 2020-07-28 18:29:51,666 - mmaction - INFO - Epoch [110][700/3757] lr: 6.155e-02, eta: 5 days, 11:58:04, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6258, loss_cls: 2.8118, loss: 2.8118, grad_norm: 2.6225 2020-07-28 18:30:07,500 - mmaction - INFO - Epoch [110][720/3757] lr: 6.155e-02, eta: 5 days, 11:57:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6391, loss_cls: 2.6948, loss: 2.6948, grad_norm: 2.5695 2020-07-28 18:30:23,290 - mmaction - INFO - Epoch [110][740/3757] lr: 6.155e-02, eta: 5 days, 11:56:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6508, loss_cls: 2.7435, loss: 2.7435, grad_norm: 2.6824 2020-07-28 18:30:39,126 - mmaction - INFO - Epoch [110][760/3757] lr: 6.155e-02, eta: 5 days, 11:55:13, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6312, loss_cls: 2.8158, loss: 2.8158, grad_norm: 2.7544 2020-07-28 18:30:55,157 - mmaction - INFO - Epoch [110][780/3757] lr: 6.155e-02, eta: 5 days, 11:54:23, time: 0.802, data_time: 0.016, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6102, loss_cls: 2.8876, loss: 2.8876, grad_norm: 2.6508 2020-07-28 18:31:11,030 - mmaction - INFO - Epoch [110][800/3757] lr: 6.155e-02, eta: 5 days, 11:53:27, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6250, loss_cls: 2.8383, loss: 2.8383, grad_norm: 2.5570 2020-07-28 18:31:26,791 - mmaction - INFO - Epoch [110][820/3757] lr: 6.155e-02, eta: 5 days, 11:52:30, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6156, loss_cls: 2.8675, loss: 2.8675, grad_norm: 2.6017 2020-07-28 18:31:42,568 - mmaction - INFO - Epoch [110][840/3757] lr: 6.155e-02, eta: 5 days, 11:51:32, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6141, loss_cls: 2.8763, loss: 2.8763, grad_norm: 2.6472 2020-07-28 18:31:58,406 - mmaction - INFO - Epoch [110][860/3757] lr: 6.155e-02, eta: 5 days, 11:50:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6430, loss_cls: 2.7743, loss: 2.7743, grad_norm: 2.6334 2020-07-28 18:32:14,130 - mmaction - INFO - Epoch [110][880/3757] lr: 6.155e-02, eta: 5 days, 11:49:37, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6406, loss_cls: 2.8075, loss: 2.8075, grad_norm: 2.6657 2020-07-28 18:32:29,975 - mmaction - INFO - Epoch [110][900/3757] lr: 6.155e-02, eta: 5 days, 11:48:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6211, loss_cls: 2.8521, loss: 2.8521, grad_norm: 2.6266 2020-07-28 18:32:45,929 - mmaction - INFO - Epoch [110][920/3757] lr: 6.155e-02, eta: 5 days, 11:47:48, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6258, loss_cls: 2.7841, loss: 2.7841, grad_norm: 2.5421 2020-07-28 18:33:01,811 - mmaction - INFO - Epoch [110][940/3757] lr: 6.155e-02, eta: 5 days, 11:46:54, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6383, loss_cls: 2.7650, loss: 2.7650, grad_norm: 2.6670 2020-07-28 18:33:17,701 - mmaction - INFO - Epoch [110][960/3757] lr: 6.155e-02, eta: 5 days, 11:46:01, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3484, top5_acc: 0.6219, loss_cls: 2.8564, loss: 2.8564, grad_norm: 2.7169 2020-07-28 18:33:33,452 - mmaction - INFO - Epoch [110][980/3757] lr: 6.155e-02, eta: 5 days, 11:45:02, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6289, loss_cls: 2.8020, loss: 2.8020, grad_norm: 2.5768 2020-07-28 18:33:49,335 - mmaction - INFO - Epoch [110][1000/3757] lr: 6.155e-02, eta: 5 days, 11:44:09, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6305, loss_cls: 2.7761, loss: 2.7761, grad_norm: 2.6195 2020-07-28 18:34:05,121 - mmaction - INFO - Epoch [110][1020/3757] lr: 6.155e-02, eta: 5 days, 11:43:12, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6383, loss_cls: 2.7683, loss: 2.7683, grad_norm: 2.6359 2020-07-28 18:34:21,066 - mmaction - INFO - Epoch [110][1040/3757] lr: 6.155e-02, eta: 5 days, 11:42:20, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6172, loss_cls: 2.8647, loss: 2.8647, grad_norm: 2.6706 2020-07-28 18:34:36,899 - mmaction - INFO - Epoch [110][1060/3757] lr: 6.155e-02, eta: 5 days, 11:41:24, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6133, loss_cls: 2.8670, loss: 2.8670, grad_norm: 2.6202 2020-07-28 18:34:52,810 - mmaction - INFO - Epoch [110][1080/3757] lr: 6.155e-02, eta: 5 days, 11:40:31, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6398, loss_cls: 2.8196, loss: 2.8196, grad_norm: 2.7002 2020-07-28 18:35:08,571 - mmaction - INFO - Epoch [110][1100/3757] lr: 6.155e-02, eta: 5 days, 11:39:34, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6148, loss_cls: 2.9087, loss: 2.9087, grad_norm: 2.7443 2020-07-28 18:35:24,394 - mmaction - INFO - Epoch [110][1120/3757] lr: 6.155e-02, eta: 5 days, 11:38:39, time: 0.791, data_time: 0.000, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6242, loss_cls: 2.8450, loss: 2.8450, grad_norm: 2.7190 2020-07-28 18:35:40,274 - mmaction - INFO - Epoch [110][1140/3757] lr: 6.155e-02, eta: 5 days, 11:37:45, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6109, loss_cls: 2.9224, loss: 2.9224, grad_norm: 2.6991 2020-07-28 18:35:56,557 - mmaction - INFO - Epoch [110][1160/3757] lr: 6.155e-02, eta: 5 days, 11:37:02, time: 0.814, data_time: 0.015, memory: 6192, top1_acc: 0.3570, top5_acc: 0.5953, loss_cls: 2.9513, loss: 2.9513, grad_norm: 2.6763 2020-07-28 18:36:12,346 - mmaction - INFO - Epoch [110][1180/3757] lr: 6.155e-02, eta: 5 days, 11:36:07, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6328, loss_cls: 2.8273, loss: 2.8273, grad_norm: 2.5436 2020-07-28 18:36:28,153 - mmaction - INFO - Epoch [110][1200/3757] lr: 6.155e-02, eta: 5 days, 11:35:11, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6461, loss_cls: 2.7958, loss: 2.7958, grad_norm: 2.6765 2020-07-28 18:36:44,070 - mmaction - INFO - Epoch [110][1220/3757] lr: 6.155e-02, eta: 5 days, 11:34:19, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6266, loss_cls: 2.8561, loss: 2.8561, grad_norm: 2.6476 2020-07-28 18:36:59,894 - mmaction - INFO - Epoch [110][1240/3757] lr: 6.155e-02, eta: 5 days, 11:33:24, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6203, loss_cls: 2.8522, loss: 2.8522, grad_norm: 2.6019 2020-07-28 18:37:15,946 - mmaction - INFO - Epoch [110][1260/3757] lr: 6.155e-02, eta: 5 days, 11:32:36, time: 0.803, data_time: 0.001, memory: 6192, top1_acc: 0.3336, top5_acc: 0.5945, loss_cls: 2.9307, loss: 2.9307, grad_norm: 2.7168 2020-07-28 18:37:31,793 - mmaction - INFO - Epoch [110][1280/3757] lr: 6.155e-02, eta: 5 days, 11:31:42, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3578, top5_acc: 0.5969, loss_cls: 2.9451, loss: 2.9451, grad_norm: 2.6295 2020-07-28 18:37:47,690 - mmaction - INFO - Epoch [110][1300/3757] lr: 6.155e-02, eta: 5 days, 11:30:49, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6258, loss_cls: 2.8352, loss: 2.8352, grad_norm: 2.6333 2020-07-28 18:38:03,474 - mmaction - INFO - Epoch [110][1320/3757] lr: 6.155e-02, eta: 5 days, 11:29:54, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3461, top5_acc: 0.6328, loss_cls: 2.8886, loss: 2.8886, grad_norm: 2.6934 2020-07-28 18:38:19,490 - mmaction - INFO - Epoch [110][1340/3757] lr: 6.155e-02, eta: 5 days, 11:29:04, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6312, loss_cls: 2.8390, loss: 2.8390, grad_norm: 2.6111 2020-07-28 18:38:35,284 - mmaction - INFO - Epoch [110][1360/3757] lr: 6.155e-02, eta: 5 days, 11:28:09, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3469, top5_acc: 0.5859, loss_cls: 3.0027, loss: 3.0027, grad_norm: 2.6610 2020-07-28 18:38:51,090 - mmaction - INFO - Epoch [110][1380/3757] lr: 6.155e-02, eta: 5 days, 11:27:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6188, loss_cls: 2.8293, loss: 2.8293, grad_norm: 2.5882 2020-07-28 18:39:06,951 - mmaction - INFO - Epoch [110][1400/3757] lr: 6.155e-02, eta: 5 days, 11:26:21, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6273, loss_cls: 2.8151, loss: 2.8151, grad_norm: 2.6145 2020-07-28 18:39:22,762 - mmaction - INFO - Epoch [110][1420/3757] lr: 6.155e-02, eta: 5 days, 11:25:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6547, loss_cls: 2.7550, loss: 2.7550, grad_norm: 2.6410 2020-07-28 18:39:38,689 - mmaction - INFO - Epoch [110][1440/3757] lr: 6.155e-02, eta: 5 days, 11:24:35, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6062, loss_cls: 2.9179, loss: 2.9179, grad_norm: 2.6565 2020-07-28 18:39:54,519 - mmaction - INFO - Epoch [110][1460/3757] lr: 6.155e-02, eta: 5 days, 11:23:41, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6062, loss_cls: 2.9298, loss: 2.9298, grad_norm: 2.6129 2020-07-28 18:40:10,341 - mmaction - INFO - Epoch [110][1480/3757] lr: 6.155e-02, eta: 5 days, 11:22:48, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6414, loss_cls: 2.8029, loss: 2.8029, grad_norm: 2.6368 2020-07-28 18:40:26,138 - mmaction - INFO - Epoch [110][1500/3757] lr: 6.155e-02, eta: 5 days, 11:21:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6203, loss_cls: 2.8606, loss: 2.8606, grad_norm: 2.6447 2020-07-28 18:40:41,970 - mmaction - INFO - Epoch [110][1520/3757] lr: 6.155e-02, eta: 5 days, 11:21:00, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6016, loss_cls: 2.9486, loss: 2.9486, grad_norm: 2.6569 2020-07-28 18:40:57,776 - mmaction - INFO - Epoch [110][1540/3757] lr: 6.155e-02, eta: 5 days, 11:20:06, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6055, loss_cls: 2.8811, loss: 2.8811, grad_norm: 2.7431 2020-07-28 18:41:13,547 - mmaction - INFO - Epoch [110][1560/3757] lr: 6.155e-02, eta: 5 days, 11:19:10, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6219, loss_cls: 2.8530, loss: 2.8530, grad_norm: 2.7054 2020-07-28 18:41:29,321 - mmaction - INFO - Epoch [110][1580/3757] lr: 6.155e-02, eta: 5 days, 11:18:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6406, loss_cls: 2.7606, loss: 2.7606, grad_norm: 2.7060 2020-07-28 18:41:46,189 - mmaction - INFO - Epoch [110][1600/3757] lr: 6.155e-02, eta: 5 days, 11:17:50, time: 0.844, data_time: 0.053, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6406, loss_cls: 2.7972, loss: 2.7972, grad_norm: 2.6704 2020-07-28 18:42:02,184 - mmaction - INFO - Epoch [110][1620/3757] lr: 6.155e-02, eta: 5 days, 11:17:01, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6383, loss_cls: 2.7405, loss: 2.7405, grad_norm: 2.5422 2020-07-28 18:42:17,908 - mmaction - INFO - Epoch [110][1640/3757] lr: 6.155e-02, eta: 5 days, 11:16:05, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6094, loss_cls: 2.9456, loss: 2.9456, grad_norm: 2.7061 2020-07-28 18:42:33,721 - mmaction - INFO - Epoch [110][1660/3757] lr: 6.155e-02, eta: 5 days, 11:15:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3484, top5_acc: 0.6266, loss_cls: 2.8754, loss: 2.8754, grad_norm: 2.6802 2020-07-28 18:42:49,543 - mmaction - INFO - Epoch [110][1680/3757] lr: 6.155e-02, eta: 5 days, 11:14:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6242, loss_cls: 2.8269, loss: 2.8269, grad_norm: 2.6166 2020-07-28 18:43:06,449 - mmaction - INFO - Epoch [110][1700/3757] lr: 6.155e-02, eta: 5 days, 11:13:54, time: 0.844, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6391, loss_cls: 2.7967, loss: 2.7967, grad_norm: 2.6624 2020-07-28 18:43:22,964 - mmaction - INFO - Epoch [110][1720/3757] lr: 6.155e-02, eta: 5 days, 11:13:19, time: 0.826, data_time: 0.043, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6320, loss_cls: 2.8395, loss: 2.8395, grad_norm: 2.6777 2020-07-28 18:43:39,504 - mmaction - INFO - Epoch [110][1740/3757] lr: 6.155e-02, eta: 5 days, 11:12:46, time: 0.827, data_time: 0.005, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.8747, loss: 2.8747, grad_norm: 2.6992 2020-07-28 18:43:55,543 - mmaction - INFO - Epoch [110][1760/3757] lr: 6.155e-02, eta: 5 days, 11:11:59, time: 0.803, data_time: 0.016, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6289, loss_cls: 2.8268, loss: 2.8268, grad_norm: 2.5894 2020-07-28 18:44:11,427 - mmaction - INFO - Epoch [110][1780/3757] lr: 6.155e-02, eta: 5 days, 11:11:08, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3398, top5_acc: 0.6047, loss_cls: 2.9236, loss: 2.9236, grad_norm: 2.6706 2020-07-28 18:44:27,478 - mmaction - INFO - Epoch [110][1800/3757] lr: 6.155e-02, eta: 5 days, 11:10:21, time: 0.803, data_time: 0.016, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6133, loss_cls: 2.8385, loss: 2.8385, grad_norm: 2.6337 2020-07-28 18:44:43,643 - mmaction - INFO - Epoch [110][1820/3757] lr: 6.155e-02, eta: 5 days, 11:09:37, time: 0.809, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6062, loss_cls: 2.9148, loss: 2.9148, grad_norm: 2.6713 2020-07-28 18:44:59,482 - mmaction - INFO - Epoch [110][1840/3757] lr: 6.155e-02, eta: 5 days, 11:08:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6117, loss_cls: 2.8865, loss: 2.8865, grad_norm: 2.6862 2020-07-28 18:45:15,561 - mmaction - INFO - Epoch [110][1860/3757] lr: 6.155e-02, eta: 5 days, 11:07:59, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6031, loss_cls: 2.8921, loss: 2.8921, grad_norm: 2.6554 2020-07-28 18:45:31,618 - mmaction - INFO - Epoch [110][1880/3757] lr: 6.155e-02, eta: 5 days, 11:07:13, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6312, loss_cls: 2.8070, loss: 2.8070, grad_norm: 2.5973 2020-07-28 18:45:47,455 - mmaction - INFO - Epoch [110][1900/3757] lr: 6.155e-02, eta: 5 days, 11:06:21, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6039, loss_cls: 2.8942, loss: 2.8942, grad_norm: 2.5853 2020-07-28 18:46:03,537 - mmaction - INFO - Epoch [110][1920/3757] lr: 6.155e-02, eta: 5 days, 11:05:33, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6211, loss_cls: 2.8929, loss: 2.8929, grad_norm: 2.6577 2020-07-28 18:46:19,294 - mmaction - INFO - Epoch [110][1940/3757] lr: 6.155e-02, eta: 5 days, 11:04:41, time: 0.791, data_time: 0.008, memory: 6192, top1_acc: 0.3586, top5_acc: 0.5953, loss_cls: 2.9353, loss: 2.9353, grad_norm: 2.6766 2020-07-28 18:46:35,380 - mmaction - INFO - Epoch [110][1960/3757] lr: 6.155e-02, eta: 5 days, 11:03:56, time: 0.804, data_time: 0.017, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 2.9174, loss: 2.9174, grad_norm: 2.6171 2020-07-28 18:46:51,106 - mmaction - INFO - Epoch [110][1980/3757] lr: 6.155e-02, eta: 5 days, 11:03:01, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3602, top5_acc: 0.5961, loss_cls: 2.9709, loss: 2.9709, grad_norm: 2.5840 2020-07-28 18:47:06,895 - mmaction - INFO - Epoch [110][2000/3757] lr: 6.155e-02, eta: 5 days, 11:02:07, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6289, loss_cls: 2.8152, loss: 2.8152, grad_norm: 2.6596 2020-07-28 18:47:22,639 - mmaction - INFO - Epoch [110][2020/3757] lr: 6.155e-02, eta: 5 days, 11:01:14, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6023, loss_cls: 2.9461, loss: 2.9461, grad_norm: 2.6841 2020-07-28 18:47:38,431 - mmaction - INFO - Epoch [110][2040/3757] lr: 6.155e-02, eta: 5 days, 11:00:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6148, loss_cls: 2.8728, loss: 2.8728, grad_norm: 2.6303 2020-07-28 18:47:54,209 - mmaction - INFO - Epoch [110][2060/3757] lr: 6.155e-02, eta: 5 days, 10:59:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3445, top5_acc: 0.5992, loss_cls: 3.0245, loss: 3.0245, grad_norm: 2.6819 2020-07-28 18:48:09,966 - mmaction - INFO - Epoch [110][2080/3757] lr: 6.155e-02, eta: 5 days, 10:58:34, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6312, loss_cls: 2.7897, loss: 2.7897, grad_norm: 2.6709 2020-07-28 18:48:25,857 - mmaction - INFO - Epoch [110][2100/3757] lr: 6.155e-02, eta: 5 days, 10:57:44, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6484, loss_cls: 2.7646, loss: 2.7646, grad_norm: 2.6455 2020-07-28 18:48:42,021 - mmaction - INFO - Epoch [110][2120/3757] lr: 6.155e-02, eta: 5 days, 10:57:01, time: 0.808, data_time: 0.023, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6273, loss_cls: 2.8199, loss: 2.8199, grad_norm: 2.5948 2020-07-28 18:48:57,826 - mmaction - INFO - Epoch [110][2140/3757] lr: 6.155e-02, eta: 5 days, 10:56:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6219, loss_cls: 2.8831, loss: 2.8831, grad_norm: 2.7129 2020-07-28 18:49:13,594 - mmaction - INFO - Epoch [110][2160/3757] lr: 6.155e-02, eta: 5 days, 10:55:15, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6219, loss_cls: 2.7527, loss: 2.7527, grad_norm: 2.6389 2020-07-28 18:49:29,437 - mmaction - INFO - Epoch [110][2180/3757] lr: 6.155e-02, eta: 5 days, 10:54:25, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6117, loss_cls: 2.9512, loss: 2.9512, grad_norm: 2.7236 2020-07-28 18:49:45,202 - mmaction - INFO - Epoch [110][2200/3757] lr: 6.155e-02, eta: 5 days, 10:53:31, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6367, loss_cls: 2.7838, loss: 2.7838, grad_norm: 2.6019 2020-07-28 18:50:01,003 - mmaction - INFO - Epoch [110][2220/3757] lr: 6.155e-02, eta: 5 days, 10:52:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6000, loss_cls: 2.9876, loss: 2.9876, grad_norm: 2.6925 2020-07-28 18:50:16,868 - mmaction - INFO - Epoch [110][2240/3757] lr: 6.155e-02, eta: 5 days, 10:51:49, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6328, loss_cls: 2.7884, loss: 2.7884, grad_norm: 2.5912 2020-07-28 18:50:32,751 - mmaction - INFO - Epoch [110][2260/3757] lr: 6.155e-02, eta: 5 days, 10:51:00, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6031, loss_cls: 2.8936, loss: 2.8936, grad_norm: 2.6293 2020-07-28 18:50:48,518 - mmaction - INFO - Epoch [110][2280/3757] lr: 6.155e-02, eta: 5 days, 10:50:07, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3578, top5_acc: 0.5992, loss_cls: 2.8985, loss: 2.8985, grad_norm: 2.6657 2020-07-28 18:51:04,283 - mmaction - INFO - Epoch [110][2300/3757] lr: 6.155e-02, eta: 5 days, 10:49:14, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6289, loss_cls: 2.8272, loss: 2.8272, grad_norm: 2.6205 2020-07-28 18:51:20,072 - mmaction - INFO - Epoch [110][2320/3757] lr: 6.155e-02, eta: 5 days, 10:48:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6461, loss_cls: 2.8172, loss: 2.8172, grad_norm: 2.6048 2020-07-28 18:51:35,876 - mmaction - INFO - Epoch [110][2340/3757] lr: 6.155e-02, eta: 5 days, 10:47:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3492, top5_acc: 0.5992, loss_cls: 2.9220, loss: 2.9220, grad_norm: 2.6892 2020-07-28 18:51:51,687 - mmaction - INFO - Epoch [110][2360/3757] lr: 6.155e-02, eta: 5 days, 10:46:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6164, loss_cls: 2.8998, loss: 2.8998, grad_norm: 2.7018 2020-07-28 18:52:07,522 - mmaction - INFO - Epoch [110][2380/3757] lr: 6.155e-02, eta: 5 days, 10:45:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6102, loss_cls: 2.8918, loss: 2.8918, grad_norm: 2.6902 2020-07-28 18:52:23,368 - mmaction - INFO - Epoch [110][2400/3757] lr: 6.155e-02, eta: 5 days, 10:44:58, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6047, loss_cls: 2.8604, loss: 2.8604, grad_norm: 2.6313 2020-07-28 18:52:39,102 - mmaction - INFO - Epoch [110][2420/3757] lr: 6.155e-02, eta: 5 days, 10:44:06, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6227, loss_cls: 2.8807, loss: 2.8807, grad_norm: 2.6927 2020-07-28 18:52:54,997 - mmaction - INFO - Epoch [110][2440/3757] lr: 6.155e-02, eta: 5 days, 10:43:17, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6406, loss_cls: 2.8217, loss: 2.8217, grad_norm: 2.6374 2020-07-28 18:53:10,678 - mmaction - INFO - Epoch [110][2460/3757] lr: 6.155e-02, eta: 5 days, 10:42:23, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6211, loss_cls: 2.8203, loss: 2.8203, grad_norm: 2.7036 2020-07-28 18:53:26,513 - mmaction - INFO - Epoch [110][2480/3757] lr: 6.155e-02, eta: 5 days, 10:41:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.9123, loss: 2.9123, grad_norm: 2.6245 2020-07-28 18:53:42,275 - mmaction - INFO - Epoch [110][2500/3757] lr: 6.155e-02, eta: 5 days, 10:40:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6477, loss_cls: 2.8066, loss: 2.8066, grad_norm: 2.6185 2020-07-28 18:53:58,060 - mmaction - INFO - Epoch [110][2520/3757] lr: 6.155e-02, eta: 5 days, 10:39:49, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6383, loss_cls: 2.8006, loss: 2.8006, grad_norm: 2.5848 2020-07-28 18:54:13,776 - mmaction - INFO - Epoch [110][2540/3757] lr: 6.155e-02, eta: 5 days, 10:38:55, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6297, loss_cls: 2.7976, loss: 2.7976, grad_norm: 2.6422 2020-07-28 18:54:29,682 - mmaction - INFO - Epoch [110][2560/3757] lr: 6.155e-02, eta: 5 days, 10:38:07, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6391, loss_cls: 2.8036, loss: 2.8036, grad_norm: 2.6944 2020-07-28 18:54:45,420 - mmaction - INFO - Epoch [110][2580/3757] lr: 6.155e-02, eta: 5 days, 10:37:14, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6195, loss_cls: 2.8624, loss: 2.8624, grad_norm: 2.6952 2020-07-28 18:55:01,323 - mmaction - INFO - Epoch [110][2600/3757] lr: 6.155e-02, eta: 5 days, 10:36:27, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6070, loss_cls: 2.9411, loss: 2.9411, grad_norm: 2.6241 2020-07-28 18:55:17,107 - mmaction - INFO - Epoch [110][2620/3757] lr: 6.155e-02, eta: 5 days, 10:35:36, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6453, loss_cls: 2.7803, loss: 2.7803, grad_norm: 2.5842 2020-07-28 18:55:33,018 - mmaction - INFO - Epoch [110][2640/3757] lr: 6.155e-02, eta: 5 days, 10:34:48, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6336, loss_cls: 2.8082, loss: 2.8082, grad_norm: 2.6396 2020-07-28 18:55:48,770 - mmaction - INFO - Epoch [110][2660/3757] lr: 6.155e-02, eta: 5 days, 10:33:56, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3547, top5_acc: 0.5930, loss_cls: 2.9329, loss: 2.9329, grad_norm: 2.6617 2020-07-28 18:56:04,523 - mmaction - INFO - Epoch [110][2680/3757] lr: 6.155e-02, eta: 5 days, 10:33:05, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6203, loss_cls: 2.9493, loss: 2.9493, grad_norm: 2.6492 2020-07-28 18:56:20,308 - mmaction - INFO - Epoch [110][2700/3757] lr: 6.155e-02, eta: 5 days, 10:32:13, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6156, loss_cls: 2.8893, loss: 2.8893, grad_norm: 2.5757 2020-07-28 18:56:36,123 - mmaction - INFO - Epoch [110][2720/3757] lr: 6.155e-02, eta: 5 days, 10:31:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3289, top5_acc: 0.5797, loss_cls: 3.0725, loss: 3.0725, grad_norm: 2.6404 2020-07-28 18:56:51,909 - mmaction - INFO - Epoch [110][2740/3757] lr: 6.155e-02, eta: 5 days, 10:30:33, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.5938, loss_cls: 2.9513, loss: 2.9513, grad_norm: 2.4840 2020-07-28 18:57:07,703 - mmaction - INFO - Epoch [110][2760/3757] lr: 6.155e-02, eta: 5 days, 10:29:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6195, loss_cls: 2.8798, loss: 2.8798, grad_norm: 2.6095 2020-07-28 18:57:23,481 - mmaction - INFO - Epoch [110][2780/3757] lr: 6.155e-02, eta: 5 days, 10:28:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6383, loss_cls: 2.7816, loss: 2.7816, grad_norm: 2.6019 2020-07-28 18:57:39,230 - mmaction - INFO - Epoch [110][2800/3757] lr: 6.155e-02, eta: 5 days, 10:28:01, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6188, loss_cls: 2.9068, loss: 2.9068, grad_norm: 2.6906 2020-07-28 18:57:55,021 - mmaction - INFO - Epoch [110][2820/3757] lr: 6.155e-02, eta: 5 days, 10:27:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6086, loss_cls: 2.9448, loss: 2.9448, grad_norm: 2.6474 2020-07-28 18:58:10,739 - mmaction - INFO - Epoch [110][2840/3757] lr: 6.155e-02, eta: 5 days, 10:26:18, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6227, loss_cls: 2.8633, loss: 2.8633, grad_norm: 2.6248 2020-07-28 18:58:26,644 - mmaction - INFO - Epoch [110][2860/3757] lr: 6.155e-02, eta: 5 days, 10:25:31, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6117, loss_cls: 2.8916, loss: 2.8916, grad_norm: 2.6206 2020-07-28 18:58:42,338 - mmaction - INFO - Epoch [110][2880/3757] lr: 6.155e-02, eta: 5 days, 10:24:38, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6141, loss_cls: 2.8781, loss: 2.8781, grad_norm: 2.5967 2020-07-28 18:58:58,224 - mmaction - INFO - Epoch [110][2900/3757] lr: 6.155e-02, eta: 5 days, 10:23:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6344, loss_cls: 2.8281, loss: 2.8281, grad_norm: 2.6775 2020-07-28 18:59:13,912 - mmaction - INFO - Epoch [110][2920/3757] lr: 6.155e-02, eta: 5 days, 10:22:58, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6078, loss_cls: 2.9368, loss: 2.9368, grad_norm: 2.7142 2020-07-28 18:59:30,010 - mmaction - INFO - Epoch [110][2940/3757] lr: 6.155e-02, eta: 5 days, 10:22:16, time: 0.805, data_time: 0.012, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6258, loss_cls: 2.9125, loss: 2.9125, grad_norm: 2.7318 2020-07-28 18:59:45,720 - mmaction - INFO - Epoch [110][2960/3757] lr: 6.155e-02, eta: 5 days, 10:21:24, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6133, loss_cls: 2.9026, loss: 2.9026, grad_norm: 2.6250 2020-07-28 19:00:01,638 - mmaction - INFO - Epoch [110][2980/3757] lr: 6.155e-02, eta: 5 days, 10:20:37, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6359, loss_cls: 2.7970, loss: 2.7970, grad_norm: 2.6106 2020-07-28 19:00:23,165 - mmaction - INFO - Epoch [110][3000/3757] lr: 6.155e-02, eta: 5 days, 10:22:11, time: 1.074, data_time: 0.002, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6195, loss_cls: 2.9387, loss: 2.9387, grad_norm: 2.6508 2020-07-28 19:00:38,965 - mmaction - INFO - Epoch [110][3020/3757] lr: 6.155e-02, eta: 5 days, 10:21:23, time: 0.793, data_time: 0.007, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6555, loss_cls: 2.7399, loss: 2.7399, grad_norm: 2.5717 2020-07-28 19:00:54,871 - mmaction - INFO - Epoch [110][3040/3757] lr: 6.155e-02, eta: 5 days, 10:20:36, time: 0.794, data_time: 0.011, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6156, loss_cls: 2.8764, loss: 2.8764, grad_norm: 2.6218 2020-07-28 19:01:10,793 - mmaction - INFO - Epoch [110][3060/3757] lr: 6.155e-02, eta: 5 days, 10:19:49, time: 0.796, data_time: 0.006, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6352, loss_cls: 2.8566, loss: 2.8566, grad_norm: 2.6240 2020-07-28 19:01:26,454 - mmaction - INFO - Epoch [110][3080/3757] lr: 6.155e-02, eta: 5 days, 10:18:57, time: 0.784, data_time: 0.002, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.9185, loss: 2.9185, grad_norm: 2.6515 2020-07-28 19:01:42,238 - mmaction - INFO - Epoch [110][3100/3757] lr: 6.155e-02, eta: 5 days, 10:18:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6516, loss_cls: 2.7948, loss: 2.7948, grad_norm: 2.6570 2020-07-28 19:01:58,118 - mmaction - INFO - Epoch [110][3120/3757] lr: 6.155e-02, eta: 5 days, 10:17:20, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3406, top5_acc: 0.6086, loss_cls: 2.9587, loss: 2.9587, grad_norm: 2.7268 2020-07-28 19:02:13,956 - mmaction - INFO - Epoch [110][3140/3757] lr: 6.155e-02, eta: 5 days, 10:16:32, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6273, loss_cls: 2.8206, loss: 2.8206, grad_norm: 2.6792 2020-07-28 19:02:29,726 - mmaction - INFO - Epoch [110][3160/3757] lr: 6.155e-02, eta: 5 days, 10:15:42, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6445, loss_cls: 2.7736, loss: 2.7736, grad_norm: 2.5784 2020-07-28 19:02:45,567 - mmaction - INFO - Epoch [110][3180/3757] lr: 6.155e-02, eta: 5 days, 10:14:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6430, loss_cls: 2.7676, loss: 2.7676, grad_norm: 2.5517 2020-07-28 19:03:01,363 - mmaction - INFO - Epoch [110][3200/3757] lr: 6.155e-02, eta: 5 days, 10:14:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6125, loss_cls: 2.8469, loss: 2.8469, grad_norm: 2.7542 2020-07-28 19:03:17,114 - mmaction - INFO - Epoch [110][3220/3757] lr: 6.155e-02, eta: 5 days, 10:13:15, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6406, loss_cls: 2.7780, loss: 2.7780, grad_norm: 2.7018 2020-07-28 19:03:32,891 - mmaction - INFO - Epoch [110][3240/3757] lr: 6.155e-02, eta: 5 days, 10:12:25, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6211, loss_cls: 2.8262, loss: 2.8262, grad_norm: 2.7190 2020-07-28 19:03:48,706 - mmaction - INFO - Epoch [110][3260/3757] lr: 6.155e-02, eta: 5 days, 10:11:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6086, loss_cls: 2.9143, loss: 2.9143, grad_norm: 2.6428 2020-07-28 19:04:04,526 - mmaction - INFO - Epoch [110][3280/3757] lr: 6.155e-02, eta: 5 days, 10:10:48, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6125, loss_cls: 2.9103, loss: 2.9103, grad_norm: 2.6170 2020-07-28 19:04:20,394 - mmaction - INFO - Epoch [110][3300/3757] lr: 6.155e-02, eta: 5 days, 10:10:01, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6391, loss_cls: 2.8279, loss: 2.8279, grad_norm: 2.6438 2020-07-28 19:04:36,224 - mmaction - INFO - Epoch [110][3320/3757] lr: 6.155e-02, eta: 5 days, 10:09:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6461, loss_cls: 2.7914, loss: 2.7914, grad_norm: 2.6613 2020-07-28 19:04:52,078 - mmaction - INFO - Epoch [110][3340/3757] lr: 6.155e-02, eta: 5 days, 10:08:26, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3383, top5_acc: 0.5930, loss_cls: 2.9837, loss: 2.9837, grad_norm: 2.6824 2020-07-28 19:05:07,912 - mmaction - INFO - Epoch [110][3360/3757] lr: 6.155e-02, eta: 5 days, 10:07:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6164, loss_cls: 2.9033, loss: 2.9033, grad_norm: 2.6776 2020-07-28 19:05:23,684 - mmaction - INFO - Epoch [110][3380/3757] lr: 6.155e-02, eta: 5 days, 10:06:49, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6336, loss_cls: 2.8506, loss: 2.8506, grad_norm: 2.6553 2020-07-28 19:05:39,612 - mmaction - INFO - Epoch [110][3400/3757] lr: 6.155e-02, eta: 5 days, 10:06:04, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6273, loss_cls: 2.8057, loss: 2.8057, grad_norm: 2.6183 2020-07-28 19:05:55,346 - mmaction - INFO - Epoch [110][3420/3757] lr: 6.155e-02, eta: 5 days, 10:05:14, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3531, top5_acc: 0.5953, loss_cls: 2.9736, loss: 2.9736, grad_norm: 2.6520 2020-07-28 19:06:11,249 - mmaction - INFO - Epoch [110][3440/3757] lr: 6.155e-02, eta: 5 days, 10:04:28, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6422, loss_cls: 2.7643, loss: 2.7643, grad_norm: 2.5489 2020-07-28 19:06:27,010 - mmaction - INFO - Epoch [110][3460/3757] lr: 6.155e-02, eta: 5 days, 10:03:38, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6227, loss_cls: 2.8402, loss: 2.8402, grad_norm: 2.6616 2020-07-28 19:06:42,839 - mmaction - INFO - Epoch [110][3480/3757] lr: 6.155e-02, eta: 5 days, 10:02:51, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3531, top5_acc: 0.5961, loss_cls: 2.9656, loss: 2.9656, grad_norm: 2.6810 2020-07-28 19:06:58,641 - mmaction - INFO - Epoch [110][3500/3757] lr: 6.155e-02, eta: 5 days, 10:02:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6391, loss_cls: 2.7866, loss: 2.7866, grad_norm: 2.5859 2020-07-28 19:07:14,426 - mmaction - INFO - Epoch [110][3520/3757] lr: 6.155e-02, eta: 5 days, 10:01:15, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6211, loss_cls: 2.8571, loss: 2.8571, grad_norm: 2.6357 2020-07-28 19:07:30,295 - mmaction - INFO - Epoch [110][3540/3757] lr: 6.155e-02, eta: 5 days, 10:00:29, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6234, loss_cls: 2.8356, loss: 2.8356, grad_norm: 2.6928 2020-07-28 19:07:46,124 - mmaction - INFO - Epoch [110][3560/3757] lr: 6.155e-02, eta: 5 days, 9:59:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6500, loss_cls: 2.7973, loss: 2.7973, grad_norm: 2.6370 2020-07-28 19:08:02,033 - mmaction - INFO - Epoch [110][3580/3757] lr: 6.155e-02, eta: 5 days, 9:58:56, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6094, loss_cls: 2.8673, loss: 2.8673, grad_norm: 2.5926 2020-07-28 19:08:17,790 - mmaction - INFO - Epoch [110][3600/3757] lr: 6.155e-02, eta: 5 days, 9:58:07, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6039, loss_cls: 2.8772, loss: 2.8772, grad_norm: 2.5827 2020-07-28 19:08:33,651 - mmaction - INFO - Epoch [110][3620/3757] lr: 6.155e-02, eta: 5 days, 9:57:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6227, loss_cls: 2.8682, loss: 2.8682, grad_norm: 2.6572 2020-07-28 19:08:49,339 - mmaction - INFO - Epoch [110][3640/3757] lr: 6.155e-02, eta: 5 days, 9:56:31, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6367, loss_cls: 2.8538, loss: 2.8538, grad_norm: 2.6860 2020-07-28 19:09:05,243 - mmaction - INFO - Epoch [110][3660/3757] lr: 6.155e-02, eta: 5 days, 9:55:45, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3461, top5_acc: 0.5984, loss_cls: 2.9920, loss: 2.9920, grad_norm: 2.6824 2020-07-28 19:09:20,923 - mmaction - INFO - Epoch [110][3680/3757] lr: 6.155e-02, eta: 5 days, 9:54:55, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6141, loss_cls: 2.8905, loss: 2.8905, grad_norm: 2.6348 2020-07-28 19:09:36,859 - mmaction - INFO - Epoch [110][3700/3757] lr: 6.155e-02, eta: 5 days, 9:54:11, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6148, loss_cls: 2.8785, loss: 2.8785, grad_norm: 2.6794 2020-07-28 19:09:52,597 - mmaction - INFO - Epoch [110][3720/3757] lr: 6.155e-02, eta: 5 days, 9:53:22, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6172, loss_cls: 2.8555, loss: 2.8555, grad_norm: 2.7483 2020-07-28 19:10:08,675 - mmaction - INFO - Epoch [110][3740/3757] lr: 6.155e-02, eta: 5 days, 9:52:41, time: 0.804, data_time: 0.010, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6094, loss_cls: 2.9026, loss: 2.9026, grad_norm: 2.6630 2020-07-28 19:15:35,315 - mmaction - INFO - Epoch [111][20/3757] lr: 6.096e-02, eta: 5 days, 11:41:24, time: 15.059, data_time: 14.158, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6266, loss_cls: 2.8496, loss: 2.8496, grad_norm: 2.6769 2020-07-28 19:15:51,386 - mmaction - INFO - Epoch [111][40/3757] lr: 6.096e-02, eta: 5 days, 11:40:37, time: 0.803, data_time: 0.018, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6172, loss_cls: 2.9170, loss: 2.9170, grad_norm: 2.6042 2020-07-28 19:16:07,628 - mmaction - INFO - Epoch [111][60/3757] lr: 6.096e-02, eta: 5 days, 11:39:55, time: 0.813, data_time: 0.024, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6031, loss_cls: 2.8673, loss: 2.8673, grad_norm: 2.6205 2020-07-28 19:16:23,752 - mmaction - INFO - Epoch [111][80/3757] lr: 6.096e-02, eta: 5 days, 11:39:10, time: 0.806, data_time: 0.023, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6422, loss_cls: 2.7439, loss: 2.7439, grad_norm: 2.5849 2020-07-28 19:16:39,845 - mmaction - INFO - Epoch [111][100/3757] lr: 6.096e-02, eta: 5 days, 11:38:24, time: 0.805, data_time: 0.016, memory: 6192, top1_acc: 0.3453, top5_acc: 0.5906, loss_cls: 2.9500, loss: 2.9500, grad_norm: 2.6304 2020-07-28 19:16:55,733 - mmaction - INFO - Epoch [111][120/3757] lr: 6.096e-02, eta: 5 days, 11:37:33, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6586, loss_cls: 2.7139, loss: 2.7139, grad_norm: 2.5556 2020-07-28 19:17:11,492 - mmaction - INFO - Epoch [111][140/3757] lr: 6.096e-02, eta: 5 days, 11:36:39, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6312, loss_cls: 2.8046, loss: 2.8046, grad_norm: 2.6597 2020-07-28 19:17:27,298 - mmaction - INFO - Epoch [111][160/3757] lr: 6.096e-02, eta: 5 days, 11:35:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6234, loss_cls: 2.8277, loss: 2.8277, grad_norm: 2.7436 2020-07-28 19:17:43,077 - mmaction - INFO - Epoch [111][180/3757] lr: 6.096e-02, eta: 5 days, 11:34:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6391, loss_cls: 2.7642, loss: 2.7642, grad_norm: 2.6840 2020-07-28 19:17:58,935 - mmaction - INFO - Epoch [111][200/3757] lr: 6.096e-02, eta: 5 days, 11:34:01, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6422, loss_cls: 2.7450, loss: 2.7450, grad_norm: 2.6356 2020-07-28 19:18:15,295 - mmaction - INFO - Epoch [111][220/3757] lr: 6.096e-02, eta: 5 days, 11:33:21, time: 0.817, data_time: 0.027, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6406, loss_cls: 2.7956, loss: 2.7956, grad_norm: 2.6328 2020-07-28 19:18:31,059 - mmaction - INFO - Epoch [111][240/3757] lr: 6.096e-02, eta: 5 days, 11:32:28, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3492, top5_acc: 0.6148, loss_cls: 2.9026, loss: 2.9026, grad_norm: 2.6416 2020-07-28 19:18:46,859 - mmaction - INFO - Epoch [111][260/3757] lr: 6.096e-02, eta: 5 days, 11:31:35, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3359, top5_acc: 0.5828, loss_cls: 3.0233, loss: 3.0233, grad_norm: 2.5840 2020-07-28 19:19:02,575 - mmaction - INFO - Epoch [111][280/3757] lr: 6.096e-02, eta: 5 days, 11:30:41, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6234, loss_cls: 2.8732, loss: 2.8732, grad_norm: 2.5927 2020-07-28 19:19:18,272 - mmaction - INFO - Epoch [111][300/3757] lr: 6.096e-02, eta: 5 days, 11:29:45, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6320, loss_cls: 2.8546, loss: 2.8546, grad_norm: 2.6757 2020-07-28 19:19:34,382 - mmaction - INFO - Epoch [111][320/3757] lr: 6.096e-02, eta: 5 days, 11:29:00, time: 0.804, data_time: 0.017, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6273, loss_cls: 2.8751, loss: 2.8751, grad_norm: 2.6796 2020-07-28 19:19:50,176 - mmaction - INFO - Epoch [111][340/3757] lr: 6.096e-02, eta: 5 days, 11:28:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6289, loss_cls: 2.8539, loss: 2.8539, grad_norm: 2.6683 2020-07-28 19:20:05,926 - mmaction - INFO - Epoch [111][360/3757] lr: 6.096e-02, eta: 5 days, 11:27:14, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6477, loss_cls: 2.7095, loss: 2.7095, grad_norm: 2.6373 2020-07-28 19:20:21,630 - mmaction - INFO - Epoch [111][380/3757] lr: 6.096e-02, eta: 5 days, 11:26:19, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6133, loss_cls: 2.8526, loss: 2.8526, grad_norm: 2.7331 2020-07-28 19:20:37,446 - mmaction - INFO - Epoch [111][400/3757] lr: 6.096e-02, eta: 5 days, 11:25:28, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6211, loss_cls: 2.8308, loss: 2.8308, grad_norm: 2.7116 2020-07-28 19:20:53,192 - mmaction - INFO - Epoch [111][420/3757] lr: 6.096e-02, eta: 5 days, 11:24:34, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6250, loss_cls: 2.8237, loss: 2.8237, grad_norm: 2.6835 2020-07-28 19:21:08,994 - mmaction - INFO - Epoch [111][440/3757] lr: 6.096e-02, eta: 5 days, 11:23:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6367, loss_cls: 2.7568, loss: 2.7568, grad_norm: 2.6810 2020-07-28 19:21:24,805 - mmaction - INFO - Epoch [111][460/3757] lr: 6.096e-02, eta: 5 days, 11:22:50, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6352, loss_cls: 2.8160, loss: 2.8160, grad_norm: 2.6994 2020-07-28 19:21:40,592 - mmaction - INFO - Epoch [111][480/3757] lr: 6.096e-02, eta: 5 days, 11:21:58, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6297, loss_cls: 2.8420, loss: 2.8420, grad_norm: 2.7063 2020-07-28 19:21:56,556 - mmaction - INFO - Epoch [111][500/3757] lr: 6.096e-02, eta: 5 days, 11:21:09, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6359, loss_cls: 2.7323, loss: 2.7323, grad_norm: 2.6347 2020-07-28 19:22:12,276 - mmaction - INFO - Epoch [111][520/3757] lr: 6.096e-02, eta: 5 days, 11:20:16, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3461, top5_acc: 0.5734, loss_cls: 3.0274, loss: 3.0274, grad_norm: 2.6463 2020-07-28 19:22:28,199 - mmaction - INFO - Epoch [111][540/3757] lr: 6.096e-02, eta: 5 days, 11:19:27, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.8606, loss: 2.8606, grad_norm: 2.6489 2020-07-28 19:22:43,945 - mmaction - INFO - Epoch [111][560/3757] lr: 6.096e-02, eta: 5 days, 11:18:33, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6273, loss_cls: 2.8076, loss: 2.8076, grad_norm: 2.6780 2020-07-28 19:22:59,810 - mmaction - INFO - Epoch [111][580/3757] lr: 6.096e-02, eta: 5 days, 11:17:44, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.3508, top5_acc: 0.5984, loss_cls: 2.9375, loss: 2.9375, grad_norm: 2.7314 2020-07-28 19:23:15,645 - mmaction - INFO - Epoch [111][600/3757] lr: 6.096e-02, eta: 5 days, 11:16:53, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6352, loss_cls: 2.7787, loss: 2.7787, grad_norm: 2.6610 2020-07-28 19:23:31,460 - mmaction - INFO - Epoch [111][620/3757] lr: 6.096e-02, eta: 5 days, 11:16:01, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6289, loss_cls: 2.7548, loss: 2.7548, grad_norm: 2.6607 2020-07-28 19:23:47,281 - mmaction - INFO - Epoch [111][640/3757] lr: 6.096e-02, eta: 5 days, 11:15:11, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6250, loss_cls: 2.8315, loss: 2.8315, grad_norm: 2.6437 2020-07-28 19:24:03,115 - mmaction - INFO - Epoch [111][660/3757] lr: 6.096e-02, eta: 5 days, 11:14:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6383, loss_cls: 2.7968, loss: 2.7968, grad_norm: 2.6870 2020-07-28 19:24:18,928 - mmaction - INFO - Epoch [111][680/3757] lr: 6.096e-02, eta: 5 days, 11:13:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6289, loss_cls: 2.8117, loss: 2.8117, grad_norm: 2.6527 2020-07-28 19:24:34,662 - mmaction - INFO - Epoch [111][700/3757] lr: 6.096e-02, eta: 5 days, 11:12:36, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6273, loss_cls: 2.8251, loss: 2.8251, grad_norm: 2.6956 2020-07-28 19:24:50,556 - mmaction - INFO - Epoch [111][720/3757] lr: 6.096e-02, eta: 5 days, 11:11:47, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6391, loss_cls: 2.8312, loss: 2.8312, grad_norm: 2.6801 2020-07-28 19:25:06,384 - mmaction - INFO - Epoch [111][740/3757] lr: 6.096e-02, eta: 5 days, 11:10:56, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6047, loss_cls: 2.8846, loss: 2.8846, grad_norm: 2.6565 2020-07-28 19:25:22,095 - mmaction - INFO - Epoch [111][760/3757] lr: 6.096e-02, eta: 5 days, 11:10:03, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6391, loss_cls: 2.7905, loss: 2.7905, grad_norm: 2.6713 2020-07-28 19:25:37,845 - mmaction - INFO - Epoch [111][780/3757] lr: 6.096e-02, eta: 5 days, 11:09:11, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6242, loss_cls: 2.8383, loss: 2.8383, grad_norm: 2.7506 2020-07-28 19:25:53,651 - mmaction - INFO - Epoch [111][800/3757] lr: 6.096e-02, eta: 5 days, 11:08:20, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6250, loss_cls: 2.8933, loss: 2.8933, grad_norm: 2.6529 2020-07-28 19:26:09,467 - mmaction - INFO - Epoch [111][820/3757] lr: 6.096e-02, eta: 5 days, 11:07:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6219, loss_cls: 2.8898, loss: 2.8898, grad_norm: 2.6073 2020-07-28 19:26:25,402 - mmaction - INFO - Epoch [111][840/3757] lr: 6.096e-02, eta: 5 days, 11:06:41, time: 0.796, data_time: 0.010, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6531, loss_cls: 2.7889, loss: 2.7889, grad_norm: 2.7174 2020-07-28 19:26:41,186 - mmaction - INFO - Epoch [111][860/3757] lr: 6.096e-02, eta: 5 days, 11:05:51, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6367, loss_cls: 2.8702, loss: 2.8702, grad_norm: 2.6578 2020-07-28 19:26:56,971 - mmaction - INFO - Epoch [111][880/3757] lr: 6.096e-02, eta: 5 days, 11:04:59, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6125, loss_cls: 2.9055, loss: 2.9055, grad_norm: 2.6698 2020-07-28 19:27:12,840 - mmaction - INFO - Epoch [111][900/3757] lr: 6.096e-02, eta: 5 days, 11:04:10, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3187, top5_acc: 0.6109, loss_cls: 2.9534, loss: 2.9534, grad_norm: 2.7227 2020-07-28 19:27:28,681 - mmaction - INFO - Epoch [111][920/3757] lr: 6.096e-02, eta: 5 days, 11:03:21, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3461, top5_acc: 0.6188, loss_cls: 2.9177, loss: 2.9177, grad_norm: 2.6446 2020-07-28 19:27:44,474 - mmaction - INFO - Epoch [111][940/3757] lr: 6.096e-02, eta: 5 days, 11:02:30, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6266, loss_cls: 2.8131, loss: 2.8131, grad_norm: 2.6932 2020-07-28 19:28:00,269 - mmaction - INFO - Epoch [111][960/3757] lr: 6.096e-02, eta: 5 days, 11:01:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6320, loss_cls: 2.8139, loss: 2.8139, grad_norm: 2.6853 2020-07-28 19:28:16,079 - mmaction - INFO - Epoch [111][980/3757] lr: 6.096e-02, eta: 5 days, 11:00:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6258, loss_cls: 2.8449, loss: 2.8449, grad_norm: 2.6663 2020-07-28 19:28:31,851 - mmaction - INFO - Epoch [111][1000/3757] lr: 6.096e-02, eta: 5 days, 10:59:58, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6250, loss_cls: 2.8976, loss: 2.8976, grad_norm: 2.8042 2020-07-28 19:28:47,680 - mmaction - INFO - Epoch [111][1020/3757] lr: 6.096e-02, eta: 5 days, 10:59:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6180, loss_cls: 2.8780, loss: 2.8780, grad_norm: 2.6855 2020-07-28 19:29:03,488 - mmaction - INFO - Epoch [111][1040/3757] lr: 6.096e-02, eta: 5 days, 10:58:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.7886, loss: 2.7886, grad_norm: 2.5450 2020-07-28 19:29:19,248 - mmaction - INFO - Epoch [111][1060/3757] lr: 6.096e-02, eta: 5 days, 10:57:27, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6172, loss_cls: 2.8541, loss: 2.8541, grad_norm: 2.6197 2020-07-28 19:29:35,060 - mmaction - INFO - Epoch [111][1080/3757] lr: 6.096e-02, eta: 5 days, 10:56:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6086, loss_cls: 2.9140, loss: 2.9140, grad_norm: 2.6362 2020-07-28 19:29:50,914 - mmaction - INFO - Epoch [111][1100/3757] lr: 6.096e-02, eta: 5 days, 10:55:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6172, loss_cls: 2.8860, loss: 2.8860, grad_norm: 2.6404 2020-07-28 19:30:06,777 - mmaction - INFO - Epoch [111][1120/3757] lr: 6.096e-02, eta: 5 days, 10:54:59, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6320, loss_cls: 2.8491, loss: 2.8491, grad_norm: 2.6238 2020-07-28 19:30:22,526 - mmaction - INFO - Epoch [111][1140/3757] lr: 6.096e-02, eta: 5 days, 10:54:08, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6336, loss_cls: 2.8762, loss: 2.8762, grad_norm: 2.6273 2020-07-28 19:30:38,413 - mmaction - INFO - Epoch [111][1160/3757] lr: 6.096e-02, eta: 5 days, 10:53:20, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6117, loss_cls: 2.8698, loss: 2.8698, grad_norm: 2.6589 2020-07-28 19:30:54,173 - mmaction - INFO - Epoch [111][1180/3757] lr: 6.096e-02, eta: 5 days, 10:52:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6195, loss_cls: 2.8341, loss: 2.8341, grad_norm: 2.6412 2020-07-28 19:31:09,986 - mmaction - INFO - Epoch [111][1200/3757] lr: 6.096e-02, eta: 5 days, 10:51:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6391, loss_cls: 2.7755, loss: 2.7755, grad_norm: 2.6416 2020-07-28 19:31:31,144 - mmaction - INFO - Epoch [111][1220/3757] lr: 6.096e-02, eta: 5 days, 10:52:52, time: 1.056, data_time: 0.259, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6422, loss_cls: 2.7979, loss: 2.7979, grad_norm: 2.7154 2020-07-28 19:31:47,196 - mmaction - INFO - Epoch [111][1240/3757] lr: 6.096e-02, eta: 5 days, 10:52:09, time: 0.805, data_time: 0.007, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6188, loss_cls: 2.8457, loss: 2.8457, grad_norm: 2.6253 2020-07-28 19:32:03,028 - mmaction - INFO - Epoch [111][1260/3757] lr: 6.096e-02, eta: 5 days, 10:51:20, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6172, loss_cls: 2.8624, loss: 2.8624, grad_norm: 2.7057 2020-07-28 19:32:18,903 - mmaction - INFO - Epoch [111][1280/3757] lr: 6.096e-02, eta: 5 days, 10:50:32, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6344, loss_cls: 2.8423, loss: 2.8423, grad_norm: 2.6579 2020-07-28 19:32:34,750 - mmaction - INFO - Epoch [111][1300/3757] lr: 6.096e-02, eta: 5 days, 10:49:44, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6445, loss_cls: 2.6915, loss: 2.6915, grad_norm: 2.6090 2020-07-28 19:32:50,546 - mmaction - INFO - Epoch [111][1320/3757] lr: 6.096e-02, eta: 5 days, 10:48:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6391, loss_cls: 2.7810, loss: 2.7810, grad_norm: 2.6956 2020-07-28 19:33:06,312 - mmaction - INFO - Epoch [111][1340/3757] lr: 6.096e-02, eta: 5 days, 10:48:03, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6422, loss_cls: 2.7374, loss: 2.7374, grad_norm: 2.6856 2020-07-28 19:33:22,087 - mmaction - INFO - Epoch [111][1360/3757] lr: 6.096e-02, eta: 5 days, 10:47:13, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6156, loss_cls: 2.8819, loss: 2.8819, grad_norm: 2.7396 2020-07-28 19:33:37,843 - mmaction - INFO - Epoch [111][1380/3757] lr: 6.096e-02, eta: 5 days, 10:46:23, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6125, loss_cls: 2.9086, loss: 2.9086, grad_norm: 2.6536 2020-07-28 19:33:53,755 - mmaction - INFO - Epoch [111][1400/3757] lr: 6.096e-02, eta: 5 days, 10:45:36, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6219, loss_cls: 2.8295, loss: 2.8295, grad_norm: 2.6518 2020-07-28 19:34:09,458 - mmaction - INFO - Epoch [111][1420/3757] lr: 6.096e-02, eta: 5 days, 10:44:44, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6227, loss_cls: 2.8379, loss: 2.8379, grad_norm: 2.6522 2020-07-28 19:34:25,254 - mmaction - INFO - Epoch [111][1440/3757] lr: 6.096e-02, eta: 5 days, 10:43:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6258, loss_cls: 2.8535, loss: 2.8535, grad_norm: 2.6109 2020-07-28 19:34:41,001 - mmaction - INFO - Epoch [111][1460/3757] lr: 6.096e-02, eta: 5 days, 10:43:05, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6219, loss_cls: 2.8782, loss: 2.8782, grad_norm: 2.6818 2020-07-28 19:34:56,821 - mmaction - INFO - Epoch [111][1480/3757] lr: 6.096e-02, eta: 5 days, 10:42:16, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6102, loss_cls: 2.9133, loss: 2.9133, grad_norm: 2.8042 2020-07-28 19:35:12,573 - mmaction - INFO - Epoch [111][1500/3757] lr: 6.096e-02, eta: 5 days, 10:41:25, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6320, loss_cls: 2.8689, loss: 2.8689, grad_norm: 2.7914 2020-07-28 19:35:28,667 - mmaction - INFO - Epoch [111][1520/3757] lr: 6.096e-02, eta: 5 days, 10:40:43, time: 0.805, data_time: 0.013, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6383, loss_cls: 2.8101, loss: 2.8101, grad_norm: 2.6595 2020-07-28 19:35:44,426 - mmaction - INFO - Epoch [111][1540/3757] lr: 6.096e-02, eta: 5 days, 10:39:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6406, loss_cls: 2.8296, loss: 2.8296, grad_norm: 2.6222 2020-07-28 19:36:00,213 - mmaction - INFO - Epoch [111][1560/3757] lr: 6.096e-02, eta: 5 days, 10:39:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3430, top5_acc: 0.6125, loss_cls: 2.9207, loss: 2.9207, grad_norm: 2.6527 2020-07-28 19:36:16,008 - mmaction - INFO - Epoch [111][1580/3757] lr: 6.096e-02, eta: 5 days, 10:38:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6133, loss_cls: 2.8618, loss: 2.8618, grad_norm: 2.6355 2020-07-28 19:36:31,861 - mmaction - INFO - Epoch [111][1600/3757] lr: 6.096e-02, eta: 5 days, 10:37:27, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6195, loss_cls: 2.8849, loss: 2.8849, grad_norm: 2.7061 2020-07-28 19:36:47,739 - mmaction - INFO - Epoch [111][1620/3757] lr: 6.096e-02, eta: 5 days, 10:36:40, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6141, loss_cls: 2.9415, loss: 2.9415, grad_norm: 2.7422 2020-07-28 19:37:03,547 - mmaction - INFO - Epoch [111][1640/3757] lr: 6.096e-02, eta: 5 days, 10:35:51, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6336, loss_cls: 2.8961, loss: 2.8961, grad_norm: 2.7239 2020-07-28 19:37:19,358 - mmaction - INFO - Epoch [111][1660/3757] lr: 6.096e-02, eta: 5 days, 10:35:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6148, loss_cls: 2.8894, loss: 2.8894, grad_norm: 2.6381 2020-07-28 19:37:35,169 - mmaction - INFO - Epoch [111][1680/3757] lr: 6.096e-02, eta: 5 days, 10:34:15, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.5977, loss_cls: 2.9017, loss: 2.9017, grad_norm: 2.5819 2020-07-28 19:37:50,949 - mmaction - INFO - Epoch [111][1700/3757] lr: 6.096e-02, eta: 5 days, 10:33:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6055, loss_cls: 2.8893, loss: 2.8893, grad_norm: 2.5749 2020-07-28 19:38:06,831 - mmaction - INFO - Epoch [111][1720/3757] lr: 6.096e-02, eta: 5 days, 10:32:39, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6281, loss_cls: 2.7961, loss: 2.7961, grad_norm: 2.5437 2020-07-28 19:38:22,673 - mmaction - INFO - Epoch [111][1740/3757] lr: 6.096e-02, eta: 5 days, 10:31:51, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6273, loss_cls: 2.8820, loss: 2.8820, grad_norm: 2.6721 2020-07-28 19:38:38,494 - mmaction - INFO - Epoch [111][1760/3757] lr: 6.096e-02, eta: 5 days, 10:31:04, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6164, loss_cls: 2.9276, loss: 2.9276, grad_norm: 2.6604 2020-07-28 19:38:54,317 - mmaction - INFO - Epoch [111][1780/3757] lr: 6.096e-02, eta: 5 days, 10:30:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6141, loss_cls: 2.8798, loss: 2.8798, grad_norm: 2.6831 2020-07-28 19:39:10,109 - mmaction - INFO - Epoch [111][1800/3757] lr: 6.096e-02, eta: 5 days, 10:29:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6352, loss_cls: 2.8648, loss: 2.8648, grad_norm: 2.6838 2020-07-28 19:39:26,019 - mmaction - INFO - Epoch [111][1820/3757] lr: 6.096e-02, eta: 5 days, 10:28:42, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6086, loss_cls: 2.8813, loss: 2.8813, grad_norm: 2.6498 2020-07-28 19:39:41,810 - mmaction - INFO - Epoch [111][1840/3757] lr: 6.096e-02, eta: 5 days, 10:27:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6406, loss_cls: 2.8266, loss: 2.8266, grad_norm: 2.6687 2020-07-28 19:39:57,707 - mmaction - INFO - Epoch [111][1860/3757] lr: 6.096e-02, eta: 5 days, 10:27:07, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.7813, loss: 2.7813, grad_norm: 2.6457 2020-07-28 19:40:13,509 - mmaction - INFO - Epoch [111][1880/3757] lr: 6.096e-02, eta: 5 days, 10:26:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6148, loss_cls: 2.8901, loss: 2.8901, grad_norm: 2.7457 2020-07-28 19:40:29,303 - mmaction - INFO - Epoch [111][1900/3757] lr: 6.096e-02, eta: 5 days, 10:25:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6375, loss_cls: 2.7756, loss: 2.7756, grad_norm: 2.6053 2020-07-28 19:40:45,097 - mmaction - INFO - Epoch [111][1920/3757] lr: 6.096e-02, eta: 5 days, 10:24:42, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6195, loss_cls: 2.8648, loss: 2.8648, grad_norm: 2.7116 2020-07-28 19:41:00,969 - mmaction - INFO - Epoch [111][1940/3757] lr: 6.096e-02, eta: 5 days, 10:23:56, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6266, loss_cls: 2.8523, loss: 2.8523, grad_norm: 2.6547 2020-07-28 19:41:16,798 - mmaction - INFO - Epoch [111][1960/3757] lr: 6.096e-02, eta: 5 days, 10:23:09, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6133, loss_cls: 2.8505, loss: 2.8505, grad_norm: 2.6284 2020-07-28 19:41:32,674 - mmaction - INFO - Epoch [111][1980/3757] lr: 6.096e-02, eta: 5 days, 10:22:23, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6297, loss_cls: 2.8082, loss: 2.8082, grad_norm: 2.6480 2020-07-28 19:41:48,455 - mmaction - INFO - Epoch [111][2000/3757] lr: 6.096e-02, eta: 5 days, 10:21:34, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6117, loss_cls: 2.9324, loss: 2.9324, grad_norm: 2.6800 2020-07-28 19:42:04,237 - mmaction - INFO - Epoch [111][2020/3757] lr: 6.096e-02, eta: 5 days, 10:20:46, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3578, top5_acc: 0.5977, loss_cls: 2.9088, loss: 2.9088, grad_norm: 2.6569 2020-07-28 19:42:20,105 - mmaction - INFO - Epoch [111][2040/3757] lr: 6.096e-02, eta: 5 days, 10:20:00, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6453, loss_cls: 2.7625, loss: 2.7625, grad_norm: 2.6814 2020-07-28 19:42:35,893 - mmaction - INFO - Epoch [111][2060/3757] lr: 6.096e-02, eta: 5 days, 10:19:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6164, loss_cls: 2.8169, loss: 2.8169, grad_norm: 2.6269 2020-07-28 19:42:51,869 - mmaction - INFO - Epoch [111][2080/3757] lr: 6.096e-02, eta: 5 days, 10:18:29, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6164, loss_cls: 2.8903, loss: 2.8903, grad_norm: 2.6659 2020-07-28 19:43:07,578 - mmaction - INFO - Epoch [111][2100/3757] lr: 6.096e-02, eta: 5 days, 10:17:39, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6109, loss_cls: 2.8649, loss: 2.8649, grad_norm: 2.6527 2020-07-28 19:43:23,414 - mmaction - INFO - Epoch [111][2120/3757] lr: 6.096e-02, eta: 5 days, 10:16:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6195, loss_cls: 2.8736, loss: 2.8736, grad_norm: 2.6915 2020-07-28 19:43:39,123 - mmaction - INFO - Epoch [111][2140/3757] lr: 6.096e-02, eta: 5 days, 10:16:03, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3391, top5_acc: 0.6047, loss_cls: 2.9325, loss: 2.9325, grad_norm: 2.6933 2020-07-28 19:43:54,910 - mmaction - INFO - Epoch [111][2160/3757] lr: 6.096e-02, eta: 5 days, 10:15:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6203, loss_cls: 2.8843, loss: 2.8843, grad_norm: 2.6375 2020-07-28 19:44:10,803 - mmaction - INFO - Epoch [111][2180/3757] lr: 6.096e-02, eta: 5 days, 10:14:30, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6148, loss_cls: 2.8686, loss: 2.8686, grad_norm: 2.5970 2020-07-28 19:44:26,601 - mmaction - INFO - Epoch [111][2200/3757] lr: 6.096e-02, eta: 5 days, 10:13:42, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6219, loss_cls: 2.8202, loss: 2.8202, grad_norm: 2.6828 2020-07-28 19:44:42,667 - mmaction - INFO - Epoch [111][2220/3757] lr: 6.096e-02, eta: 5 days, 10:13:01, time: 0.804, data_time: 0.014, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.7699, loss: 2.7699, grad_norm: 2.6685 2020-07-28 19:44:58,480 - mmaction - INFO - Epoch [111][2240/3757] lr: 6.096e-02, eta: 5 days, 10:12:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6172, loss_cls: 2.8540, loss: 2.8540, grad_norm: 2.6691 2020-07-28 19:45:14,425 - mmaction - INFO - Epoch [111][2260/3757] lr: 6.096e-02, eta: 5 days, 10:11:30, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6219, loss_cls: 2.8008, loss: 2.8008, grad_norm: 2.6978 2020-07-28 19:45:30,437 - mmaction - INFO - Epoch [111][2280/3757] lr: 6.096e-02, eta: 5 days, 10:10:47, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.3484, top5_acc: 0.6148, loss_cls: 2.9088, loss: 2.9088, grad_norm: 2.6677 2020-07-28 19:45:46,309 - mmaction - INFO - Epoch [111][2300/3757] lr: 6.096e-02, eta: 5 days, 10:10:03, time: 0.796, data_time: 0.006, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6211, loss_cls: 2.8553, loss: 2.8553, grad_norm: 2.6603 2020-07-28 19:46:02,137 - mmaction - INFO - Epoch [111][2320/3757] lr: 6.096e-02, eta: 5 days, 10:09:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3461, top5_acc: 0.6133, loss_cls: 2.9299, loss: 2.9299, grad_norm: 2.7283 2020-07-28 19:46:18,088 - mmaction - INFO - Epoch [111][2340/3757] lr: 6.096e-02, eta: 5 days, 10:08:32, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6281, loss_cls: 2.7999, loss: 2.7999, grad_norm: 2.6541 2020-07-28 19:46:34,257 - mmaction - INFO - Epoch [111][2360/3757] lr: 6.096e-02, eta: 5 days, 10:07:54, time: 0.809, data_time: 0.019, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6242, loss_cls: 2.8245, loss: 2.8245, grad_norm: 2.7456 2020-07-28 19:46:50,453 - mmaction - INFO - Epoch [111][2380/3757] lr: 6.096e-02, eta: 5 days, 10:07:16, time: 0.810, data_time: 0.025, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6000, loss_cls: 2.9242, loss: 2.9242, grad_norm: 2.6943 2020-07-28 19:47:06,625 - mmaction - INFO - Epoch [111][2400/3757] lr: 6.096e-02, eta: 5 days, 10:06:37, time: 0.809, data_time: 0.025, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6094, loss_cls: 2.8849, loss: 2.8849, grad_norm: 2.5842 2020-07-28 19:47:22,725 - mmaction - INFO - Epoch [111][2420/3757] lr: 6.096e-02, eta: 5 days, 10:05:57, time: 0.805, data_time: 0.016, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6141, loss_cls: 2.9174, loss: 2.9174, grad_norm: 2.6632 2020-07-28 19:47:38,562 - mmaction - INFO - Epoch [111][2440/3757] lr: 6.096e-02, eta: 5 days, 10:05:11, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3461, top5_acc: 0.6211, loss_cls: 2.9250, loss: 2.9250, grad_norm: 2.6504 2020-07-28 19:47:54,611 - mmaction - INFO - Epoch [111][2460/3757] lr: 6.096e-02, eta: 5 days, 10:04:30, time: 0.803, data_time: 0.010, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6328, loss_cls: 2.8326, loss: 2.8326, grad_norm: 2.5756 2020-07-28 19:48:10,617 - mmaction - INFO - Epoch [111][2480/3757] lr: 6.096e-02, eta: 5 days, 10:03:47, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6266, loss_cls: 2.8375, loss: 2.8375, grad_norm: 2.6326 2020-07-28 19:48:26,576 - mmaction - INFO - Epoch [111][2500/3757] lr: 6.096e-02, eta: 5 days, 10:03:04, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6188, loss_cls: 2.8307, loss: 2.8307, grad_norm: 2.6757 2020-07-28 19:48:42,662 - mmaction - INFO - Epoch [111][2520/3757] lr: 6.096e-02, eta: 5 days, 10:02:24, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6281, loss_cls: 2.8682, loss: 2.8682, grad_norm: 2.6392 2020-07-28 19:48:58,351 - mmaction - INFO - Epoch [111][2540/3757] lr: 6.096e-02, eta: 5 days, 10:01:35, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6367, loss_cls: 2.8447, loss: 2.8447, grad_norm: 2.6496 2020-07-28 19:49:14,150 - mmaction - INFO - Epoch [111][2560/3757] lr: 6.096e-02, eta: 5 days, 10:00:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6203, loss_cls: 2.8537, loss: 2.8537, grad_norm: 2.6306 2020-07-28 19:49:29,957 - mmaction - INFO - Epoch [111][2580/3757] lr: 6.096e-02, eta: 5 days, 10:00:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6289, loss_cls: 2.8275, loss: 2.8275, grad_norm: 2.7002 2020-07-28 19:49:45,787 - mmaction - INFO - Epoch [111][2600/3757] lr: 6.096e-02, eta: 5 days, 9:59:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3453, top5_acc: 0.5820, loss_cls: 2.9706, loss: 2.9706, grad_norm: 2.6928 2020-07-28 19:50:01,658 - mmaction - INFO - Epoch [111][2620/3757] lr: 6.096e-02, eta: 5 days, 9:58:32, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 2.8686, loss: 2.8686, grad_norm: 2.6614 2020-07-28 19:50:17,391 - mmaction - INFO - Epoch [111][2640/3757] lr: 6.096e-02, eta: 5 days, 9:57:44, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6172, loss_cls: 2.8371, loss: 2.8371, grad_norm: 2.6182 2020-07-28 19:50:33,241 - mmaction - INFO - Epoch [111][2660/3757] lr: 6.096e-02, eta: 5 days, 9:56:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6180, loss_cls: 2.8397, loss: 2.8397, grad_norm: 2.6689 2020-07-28 19:50:49,132 - mmaction - INFO - Epoch [111][2680/3757] lr: 6.096e-02, eta: 5 days, 9:56:15, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6109, loss_cls: 2.8986, loss: 2.8986, grad_norm: 2.6725 2020-07-28 19:51:04,918 - mmaction - INFO - Epoch [111][2700/3757] lr: 6.096e-02, eta: 5 days, 9:55:28, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6367, loss_cls: 2.8185, loss: 2.8185, grad_norm: 2.6703 2020-07-28 19:51:20,687 - mmaction - INFO - Epoch [111][2720/3757] lr: 6.096e-02, eta: 5 days, 9:54:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3469, top5_acc: 0.5992, loss_cls: 2.9459, loss: 2.9459, grad_norm: 2.6494 2020-07-28 19:51:36,472 - mmaction - INFO - Epoch [111][2740/3757] lr: 6.096e-02, eta: 5 days, 9:53:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6281, loss_cls: 2.8185, loss: 2.8185, grad_norm: 2.6587 2020-07-28 19:51:52,338 - mmaction - INFO - Epoch [111][2760/3757] lr: 6.096e-02, eta: 5 days, 9:53:11, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6320, loss_cls: 2.8063, loss: 2.8063, grad_norm: 2.6485 2020-07-28 19:52:08,142 - mmaction - INFO - Epoch [111][2780/3757] lr: 6.096e-02, eta: 5 days, 9:52:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6258, loss_cls: 2.8501, loss: 2.8501, grad_norm: 2.6455 2020-07-28 19:52:25,140 - mmaction - INFO - Epoch [111][2800/3757] lr: 6.096e-02, eta: 5 days, 9:52:05, time: 0.850, data_time: 0.061, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6195, loss_cls: 2.8830, loss: 2.8830, grad_norm: 2.6574 2020-07-28 19:52:41,068 - mmaction - INFO - Epoch [111][2820/3757] lr: 6.096e-02, eta: 5 days, 9:51:22, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6070, loss_cls: 2.8672, loss: 2.8672, grad_norm: 2.5985 2020-07-28 19:52:56,862 - mmaction - INFO - Epoch [111][2840/3757] lr: 6.096e-02, eta: 5 days, 9:50:36, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3484, top5_acc: 0.5984, loss_cls: 2.9479, loss: 2.9479, grad_norm: 2.6670 2020-07-28 19:53:12,812 - mmaction - INFO - Epoch [111][2860/3757] lr: 6.096e-02, eta: 5 days, 9:49:53, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6305, loss_cls: 2.8509, loss: 2.8509, grad_norm: 2.6684 2020-07-28 19:53:28,613 - mmaction - INFO - Epoch [111][2880/3757] lr: 6.096e-02, eta: 5 days, 9:49:08, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6211, loss_cls: 2.9003, loss: 2.9003, grad_norm: 2.5696 2020-07-28 19:53:44,423 - mmaction - INFO - Epoch [111][2900/3757] lr: 6.096e-02, eta: 5 days, 9:48:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6227, loss_cls: 2.8459, loss: 2.8459, grad_norm: 2.6136 2020-07-28 19:54:00,224 - mmaction - INFO - Epoch [111][2920/3757] lr: 6.096e-02, eta: 5 days, 9:47:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6227, loss_cls: 2.8325, loss: 2.8325, grad_norm: 2.6722 2020-07-28 19:54:16,053 - mmaction - INFO - Epoch [111][2940/3757] lr: 6.096e-02, eta: 5 days, 9:46:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6078, loss_cls: 2.8703, loss: 2.8703, grad_norm: 2.5319 2020-07-28 19:54:31,865 - mmaction - INFO - Epoch [111][2960/3757] lr: 6.096e-02, eta: 5 days, 9:46:06, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6422, loss_cls: 2.7910, loss: 2.7910, grad_norm: 2.6051 2020-07-28 19:54:48,411 - mmaction - INFO - Epoch [111][2980/3757] lr: 6.096e-02, eta: 5 days, 9:45:37, time: 0.827, data_time: 0.004, memory: 6192, top1_acc: 0.3438, top5_acc: 0.6133, loss_cls: 2.9190, loss: 2.9190, grad_norm: 2.7057 2020-07-28 19:55:04,292 - mmaction - INFO - Epoch [111][3000/3757] lr: 6.096e-02, eta: 5 days, 9:44:53, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6266, loss_cls: 2.8119, loss: 2.8119, grad_norm: 2.6316 2020-07-28 19:55:20,131 - mmaction - INFO - Epoch [111][3020/3757] lr: 6.096e-02, eta: 5 days, 9:44:09, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3492, top5_acc: 0.6039, loss_cls: 2.9346, loss: 2.9346, grad_norm: 2.6879 2020-07-28 19:55:41,468 - mmaction - INFO - Epoch [111][3040/3757] lr: 6.096e-02, eta: 5 days, 9:45:21, time: 1.066, data_time: 0.015, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6422, loss_cls: 2.7545, loss: 2.7545, grad_norm: 2.6495 2020-07-28 19:55:57,401 - mmaction - INFO - Epoch [111][3060/3757] lr: 6.096e-02, eta: 5 days, 9:44:39, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 2.8649, loss: 2.8649, grad_norm: 2.6850 2020-07-28 19:56:13,206 - mmaction - INFO - Epoch [111][3080/3757] lr: 6.096e-02, eta: 5 days, 9:43:53, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6453, loss_cls: 2.7651, loss: 2.7651, grad_norm: 2.5357 2020-07-28 19:56:28,964 - mmaction - INFO - Epoch [111][3100/3757] lr: 6.096e-02, eta: 5 days, 9:43:08, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6156, loss_cls: 2.8873, loss: 2.8873, grad_norm: 2.6831 2020-07-28 19:56:45,099 - mmaction - INFO - Epoch [111][3120/3757] lr: 6.096e-02, eta: 5 days, 9:42:29, time: 0.806, data_time: 0.013, memory: 6192, top1_acc: 0.3406, top5_acc: 0.5992, loss_cls: 3.0127, loss: 3.0127, grad_norm: 2.6968 2020-07-28 19:57:05,769 - mmaction - INFO - Epoch [111][3140/3757] lr: 6.096e-02, eta: 5 days, 9:43:27, time: 1.034, data_time: 0.001, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6336, loss_cls: 2.8274, loss: 2.8274, grad_norm: 2.6559 2020-07-28 19:57:21,605 - mmaction - INFO - Epoch [111][3160/3757] lr: 6.096e-02, eta: 5 days, 9:42:43, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6227, loss_cls: 2.8868, loss: 2.8868, grad_norm: 2.6600 2020-07-28 19:57:37,359 - mmaction - INFO - Epoch [111][3180/3757] lr: 6.096e-02, eta: 5 days, 9:41:57, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6352, loss_cls: 2.8022, loss: 2.8022, grad_norm: 2.6867 2020-07-28 19:57:53,110 - mmaction - INFO - Epoch [111][3200/3757] lr: 6.096e-02, eta: 5 days, 9:41:11, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6133, loss_cls: 2.9169, loss: 2.9169, grad_norm: 2.6628 2020-07-28 19:58:08,898 - mmaction - INFO - Epoch [111][3220/3757] lr: 6.096e-02, eta: 5 days, 9:40:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6156, loss_cls: 2.9295, loss: 2.9295, grad_norm: 2.7536 2020-07-28 19:58:24,781 - mmaction - INFO - Epoch [111][3240/3757] lr: 6.096e-02, eta: 5 days, 9:39:42, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3438, top5_acc: 0.6047, loss_cls: 2.9426, loss: 2.9426, grad_norm: 2.7506 2020-07-28 19:58:40,657 - mmaction - INFO - Epoch [111][3260/3757] lr: 6.096e-02, eta: 5 days, 9:38:58, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6062, loss_cls: 2.8997, loss: 2.8997, grad_norm: 2.6515 2020-07-28 19:58:56,468 - mmaction - INFO - Epoch [111][3280/3757] lr: 6.096e-02, eta: 5 days, 9:38:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6266, loss_cls: 2.8582, loss: 2.8582, grad_norm: 2.6190 2020-07-28 19:59:12,426 - mmaction - INFO - Epoch [111][3300/3757] lr: 6.096e-02, eta: 5 days, 9:37:32, time: 0.798, data_time: 0.016, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6039, loss_cls: 2.9491, loss: 2.9491, grad_norm: 2.6684 2020-07-28 19:59:28,279 - mmaction - INFO - Epoch [111][3320/3757] lr: 6.096e-02, eta: 5 days, 9:36:48, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6539, loss_cls: 2.8111, loss: 2.8111, grad_norm: 2.5923 2020-07-28 19:59:44,706 - mmaction - INFO - Epoch [111][3340/3757] lr: 6.096e-02, eta: 5 days, 9:36:16, time: 0.821, data_time: 0.001, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6258, loss_cls: 2.8036, loss: 2.8036, grad_norm: 2.6111 2020-07-28 20:00:00,548 - mmaction - INFO - Epoch [111][3360/3757] lr: 6.096e-02, eta: 5 days, 9:35:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6250, loss_cls: 2.8540, loss: 2.8540, grad_norm: 2.6761 2020-07-28 20:00:25,771 - mmaction - INFO - Epoch [111][3380/3757] lr: 6.096e-02, eta: 5 days, 9:38:05, time: 1.261, data_time: 0.005, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6500, loss_cls: 2.7976, loss: 2.7976, grad_norm: 2.6385 2020-07-28 20:00:41,587 - mmaction - INFO - Epoch [111][3400/3757] lr: 6.096e-02, eta: 5 days, 9:37:22, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6039, loss_cls: 2.8571, loss: 2.8571, grad_norm: 2.7277 2020-07-28 20:00:57,348 - mmaction - INFO - Epoch [111][3420/3757] lr: 6.096e-02, eta: 5 days, 9:36:36, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6156, loss_cls: 2.8752, loss: 2.8752, grad_norm: 2.6208 2020-07-28 20:01:13,170 - mmaction - INFO - Epoch [111][3440/3757] lr: 6.096e-02, eta: 5 days, 9:35:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3484, top5_acc: 0.6047, loss_cls: 2.9588, loss: 2.9588, grad_norm: 2.7227 2020-07-28 20:01:28,985 - mmaction - INFO - Epoch [111][3460/3757] lr: 6.096e-02, eta: 5 days, 9:35:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6086, loss_cls: 2.8742, loss: 2.8742, grad_norm: 2.6319 2020-07-28 20:01:44,803 - mmaction - INFO - Epoch [111][3480/3757] lr: 6.096e-02, eta: 5 days, 9:34:23, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6328, loss_cls: 2.8049, loss: 2.8049, grad_norm: 2.6226 2020-07-28 20:02:00,621 - mmaction - INFO - Epoch [111][3500/3757] lr: 6.096e-02, eta: 5 days, 9:33:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 2.9181, loss: 2.9181, grad_norm: 2.6687 2020-07-28 20:02:16,503 - mmaction - INFO - Epoch [111][3520/3757] lr: 6.096e-02, eta: 5 days, 9:32:55, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6141, loss_cls: 2.8527, loss: 2.8527, grad_norm: 2.6234 2020-07-28 20:02:32,368 - mmaction - INFO - Epoch [111][3540/3757] lr: 6.096e-02, eta: 5 days, 9:32:12, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6188, loss_cls: 2.8935, loss: 2.8935, grad_norm: 2.6387 2020-07-28 20:02:48,171 - mmaction - INFO - Epoch [111][3560/3757] lr: 6.096e-02, eta: 5 days, 9:31:28, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3469, top5_acc: 0.6234, loss_cls: 2.8833, loss: 2.8833, grad_norm: 2.6800 2020-07-28 20:03:04,103 - mmaction - INFO - Epoch [111][3580/3757] lr: 6.096e-02, eta: 5 days, 9:30:46, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6242, loss_cls: 2.8158, loss: 2.8158, grad_norm: 2.6054 2020-07-28 20:03:19,830 - mmaction - INFO - Epoch [111][3600/3757] lr: 6.096e-02, eta: 5 days, 9:30:00, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6016, loss_cls: 2.8657, loss: 2.8657, grad_norm: 2.6736 2020-07-28 20:03:35,653 - mmaction - INFO - Epoch [111][3620/3757] lr: 6.096e-02, eta: 5 days, 9:29:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6352, loss_cls: 2.7857, loss: 2.7857, grad_norm: 2.6588 2020-07-28 20:03:51,506 - mmaction - INFO - Epoch [111][3640/3757] lr: 6.096e-02, eta: 5 days, 9:28:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6016, loss_cls: 2.8850, loss: 2.8850, grad_norm: 2.6960 2020-07-28 20:04:07,375 - mmaction - INFO - Epoch [111][3660/3757] lr: 6.096e-02, eta: 5 days, 9:27:50, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6383, loss_cls: 2.7756, loss: 2.7756, grad_norm: 2.6407 2020-07-28 20:04:23,119 - mmaction - INFO - Epoch [111][3680/3757] lr: 6.096e-02, eta: 5 days, 9:27:04, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3258, top5_acc: 0.5984, loss_cls: 2.9761, loss: 2.9761, grad_norm: 2.7529 2020-07-28 20:04:39,007 - mmaction - INFO - Epoch [111][3700/3757] lr: 6.096e-02, eta: 5 days, 9:26:22, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3453, top5_acc: 0.6133, loss_cls: 2.9546, loss: 2.9546, grad_norm: 2.7263 2020-07-28 20:04:54,932 - mmaction - INFO - Epoch [111][3720/3757] lr: 6.096e-02, eta: 5 days, 9:25:41, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6227, loss_cls: 2.8704, loss: 2.8704, grad_norm: 2.6218 2020-07-28 20:05:10,711 - mmaction - INFO - Epoch [111][3740/3757] lr: 6.096e-02, eta: 5 days, 9:24:56, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6195, loss_cls: 2.8805, loss: 2.8805, grad_norm: 2.6713 2020-07-28 20:09:48,415 - mmaction - INFO - Epoch [112][20/3757] lr: 6.036e-02, eta: 5 days, 10:38:53, time: 12.377, data_time: 11.485, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6289, loss_cls: 2.8699, loss: 2.8699, grad_norm: 2.7022 2020-07-28 20:10:04,472 - mmaction - INFO - Epoch [112][40/3757] lr: 6.036e-02, eta: 5 days, 10:38:18, time: 0.821, data_time: 0.030, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6148, loss_cls: 2.8971, loss: 2.8971, grad_norm: 2.7029 2020-07-28 20:10:20,240 - mmaction - INFO - Epoch [112][60/3757] lr: 6.036e-02, eta: 5 days, 10:37:30, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6242, loss_cls: 2.8448, loss: 2.8448, grad_norm: 2.6719 2020-07-28 20:10:35,995 - mmaction - INFO - Epoch [112][80/3757] lr: 6.036e-02, eta: 5 days, 10:36:41, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6328, loss_cls: 2.7809, loss: 2.7809, grad_norm: 2.6448 2020-07-28 20:10:51,763 - mmaction - INFO - Epoch [112][100/3757] lr: 6.036e-02, eta: 5 days, 10:35:53, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6320, loss_cls: 2.8079, loss: 2.8079, grad_norm: 2.6976 2020-07-28 20:11:07,683 - mmaction - INFO - Epoch [112][120/3757] lr: 6.036e-02, eta: 5 days, 10:35:08, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6539, loss_cls: 2.7655, loss: 2.7655, grad_norm: 2.6637 2020-07-28 20:11:23,456 - mmaction - INFO - Epoch [112][140/3757] lr: 6.036e-02, eta: 5 days, 10:34:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6047, loss_cls: 2.8891, loss: 2.8891, grad_norm: 2.6522 2020-07-28 20:11:39,392 - mmaction - INFO - Epoch [112][160/3757] lr: 6.036e-02, eta: 5 days, 10:33:36, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6164, loss_cls: 2.8776, loss: 2.8776, grad_norm: 2.6938 2020-07-28 20:11:55,241 - mmaction - INFO - Epoch [112][180/3757] lr: 6.036e-02, eta: 5 days, 10:32:49, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6094, loss_cls: 2.9504, loss: 2.9504, grad_norm: 2.6181 2020-07-28 20:12:11,036 - mmaction - INFO - Epoch [112][200/3757] lr: 6.036e-02, eta: 5 days, 10:32:02, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6078, loss_cls: 2.9234, loss: 2.9234, grad_norm: 2.6000 2020-07-28 20:12:26,877 - mmaction - INFO - Epoch [112][220/3757] lr: 6.036e-02, eta: 5 days, 10:31:16, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6125, loss_cls: 2.9232, loss: 2.9232, grad_norm: 2.6415 2020-07-28 20:12:42,817 - mmaction - INFO - Epoch [112][240/3757] lr: 6.036e-02, eta: 5 days, 10:30:31, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6547, loss_cls: 2.7328, loss: 2.7328, grad_norm: 2.6158 2020-07-28 20:12:58,612 - mmaction - INFO - Epoch [112][260/3757] lr: 6.036e-02, eta: 5 days, 10:29:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6289, loss_cls: 2.8119, loss: 2.8119, grad_norm: 2.6668 2020-07-28 20:13:14,519 - mmaction - INFO - Epoch [112][280/3757] lr: 6.036e-02, eta: 5 days, 10:28:59, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6016, loss_cls: 2.8918, loss: 2.8918, grad_norm: 2.7058 2020-07-28 20:13:30,336 - mmaction - INFO - Epoch [112][300/3757] lr: 6.036e-02, eta: 5 days, 10:28:12, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6328, loss_cls: 2.8066, loss: 2.8066, grad_norm: 2.6565 2020-07-28 20:13:46,022 - mmaction - INFO - Epoch [112][320/3757] lr: 6.036e-02, eta: 5 days, 10:27:23, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6500, loss_cls: 2.7221, loss: 2.7221, grad_norm: 2.6551 2020-07-28 20:14:01,869 - mmaction - INFO - Epoch [112][340/3757] lr: 6.036e-02, eta: 5 days, 10:26:37, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6562, loss_cls: 2.7711, loss: 2.7711, grad_norm: 2.7036 2020-07-28 20:14:17,745 - mmaction - INFO - Epoch [112][360/3757] lr: 6.036e-02, eta: 5 days, 10:25:51, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6211, loss_cls: 2.8300, loss: 2.8300, grad_norm: 2.6546 2020-07-28 20:14:33,614 - mmaction - INFO - Epoch [112][380/3757] lr: 6.036e-02, eta: 5 days, 10:25:06, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.3461, top5_acc: 0.6375, loss_cls: 2.8265, loss: 2.8265, grad_norm: 2.7633 2020-07-28 20:14:49,435 - mmaction - INFO - Epoch [112][400/3757] lr: 6.036e-02, eta: 5 days, 10:24:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6375, loss_cls: 2.8147, loss: 2.8147, grad_norm: 2.6865 2020-07-28 20:15:05,251 - mmaction - INFO - Epoch [112][420/3757] lr: 6.036e-02, eta: 5 days, 10:23:34, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6500, loss_cls: 2.6926, loss: 2.6926, grad_norm: 2.6549 2020-07-28 20:15:21,057 - mmaction - INFO - Epoch [112][440/3757] lr: 6.036e-02, eta: 5 days, 10:22:47, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6180, loss_cls: 2.8830, loss: 2.8830, grad_norm: 2.6365 2020-07-28 20:15:36,986 - mmaction - INFO - Epoch [112][460/3757] lr: 6.036e-02, eta: 5 days, 10:22:03, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6438, loss_cls: 2.7346, loss: 2.7346, grad_norm: 2.7368 2020-07-28 20:15:52,758 - mmaction - INFO - Epoch [112][480/3757] lr: 6.036e-02, eta: 5 days, 10:21:16, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6250, loss_cls: 2.9007, loss: 2.9007, grad_norm: 2.8064 2020-07-28 20:16:08,583 - mmaction - INFO - Epoch [112][500/3757] lr: 6.036e-02, eta: 5 days, 10:20:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6031, loss_cls: 2.9113, loss: 2.9113, grad_norm: 2.6621 2020-07-28 20:16:29,600 - mmaction - INFO - Epoch [112][520/3757] lr: 6.036e-02, eta: 5 days, 10:21:29, time: 1.051, data_time: 0.263, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6352, loss_cls: 2.7899, loss: 2.7899, grad_norm: 2.6965 2020-07-28 20:16:45,711 - mmaction - INFO - Epoch [112][540/3757] lr: 6.036e-02, eta: 5 days, 10:20:49, time: 0.805, data_time: 0.016, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6297, loss_cls: 2.7589, loss: 2.7589, grad_norm: 2.6462 2020-07-28 20:17:01,941 - mmaction - INFO - Epoch [112][560/3757] lr: 6.036e-02, eta: 5 days, 10:20:11, time: 0.812, data_time: 0.025, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6336, loss_cls: 2.7528, loss: 2.7528, grad_norm: 2.6969 2020-07-28 20:17:17,704 - mmaction - INFO - Epoch [112][580/3757] lr: 6.036e-02, eta: 5 days, 10:19:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6414, loss_cls: 2.7963, loss: 2.7963, grad_norm: 2.6860 2020-07-28 20:17:34,634 - mmaction - INFO - Epoch [112][600/3757] lr: 6.036e-02, eta: 5 days, 10:19:00, time: 0.846, data_time: 0.025, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6312, loss_cls: 2.8213, loss: 2.8213, grad_norm: 2.6772 2020-07-28 20:17:50,820 - mmaction - INFO - Epoch [112][620/3757] lr: 6.036e-02, eta: 5 days, 10:18:22, time: 0.809, data_time: 0.024, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6062, loss_cls: 2.9110, loss: 2.9110, grad_norm: 2.6424 2020-07-28 20:21:17,342 - mmaction - INFO - Epoch [112][640/3757] lr: 6.036e-02, eta: 5 days, 11:21:48, time: 10.327, data_time: 9.539, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6078, loss_cls: 2.8684, loss: 2.8684, grad_norm: 2.6376 2020-07-28 20:21:33,723 - mmaction - INFO - Epoch [112][660/3757] lr: 6.036e-02, eta: 5 days, 11:21:10, time: 0.819, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6188, loss_cls: 2.8827, loss: 2.8827, grad_norm: 2.6290 2020-07-28 20:21:50,191 - mmaction - INFO - Epoch [112][680/3757] lr: 6.036e-02, eta: 5 days, 11:20:34, time: 0.824, data_time: 0.004, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6133, loss_cls: 2.8913, loss: 2.8913, grad_norm: 2.7261 2020-07-28 20:22:05,985 - mmaction - INFO - Epoch [112][700/3757] lr: 6.036e-02, eta: 5 days, 11:19:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6227, loss_cls: 2.8535, loss: 2.8535, grad_norm: 2.7213 2020-07-28 20:22:22,399 - mmaction - INFO - Epoch [112][720/3757] lr: 6.036e-02, eta: 5 days, 11:19:08, time: 0.820, data_time: 0.006, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6211, loss_cls: 2.8303, loss: 2.8303, grad_norm: 2.7541 2020-07-28 20:22:38,228 - mmaction - INFO - Epoch [112][740/3757] lr: 6.036e-02, eta: 5 days, 11:18:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6352, loss_cls: 2.8188, loss: 2.8188, grad_norm: 2.6068 2020-07-28 20:22:54,850 - mmaction - INFO - Epoch [112][760/3757] lr: 6.036e-02, eta: 5 days, 11:17:47, time: 0.831, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6492, loss_cls: 2.7869, loss: 2.7869, grad_norm: 2.6125 2020-07-28 20:23:10,984 - mmaction - INFO - Epoch [112][780/3757] lr: 6.036e-02, eta: 5 days, 11:17:05, time: 0.807, data_time: 0.025, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6266, loss_cls: 2.8381, loss: 2.8381, grad_norm: 2.7026 2020-07-28 20:23:26,816 - mmaction - INFO - Epoch [112][800/3757] lr: 6.036e-02, eta: 5 days, 11:16:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6195, loss_cls: 2.8401, loss: 2.8401, grad_norm: 2.7546 2020-07-28 20:23:42,542 - mmaction - INFO - Epoch [112][820/3757] lr: 6.036e-02, eta: 5 days, 11:15:26, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6242, loss_cls: 2.8255, loss: 2.8255, grad_norm: 2.6678 2020-07-28 20:23:58,328 - mmaction - INFO - Epoch [112][840/3757] lr: 6.036e-02, eta: 5 days, 11:14:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6281, loss_cls: 2.8426, loss: 2.8426, grad_norm: 2.6062 2020-07-28 20:24:14,129 - mmaction - INFO - Epoch [112][860/3757] lr: 6.036e-02, eta: 5 days, 11:13:47, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6406, loss_cls: 2.7612, loss: 2.7612, grad_norm: 2.7060 2020-07-28 20:24:29,970 - mmaction - INFO - Epoch [112][880/3757] lr: 6.036e-02, eta: 5 days, 11:12:59, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6164, loss_cls: 2.8512, loss: 2.8512, grad_norm: 2.6834 2020-07-28 20:24:46,782 - mmaction - INFO - Epoch [112][900/3757] lr: 6.036e-02, eta: 5 days, 11:12:31, time: 0.841, data_time: 0.004, memory: 6192, top1_acc: 0.3523, top5_acc: 0.5797, loss_cls: 3.0178, loss: 3.0178, grad_norm: 2.6563 2020-07-28 20:25:02,963 - mmaction - INFO - Epoch [112][920/3757] lr: 6.036e-02, eta: 5 days, 11:11:50, time: 0.808, data_time: 0.001, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6398, loss_cls: 2.8221, loss: 2.8221, grad_norm: 2.6047 2020-07-28 20:25:18,697 - mmaction - INFO - Epoch [112][940/3757] lr: 6.036e-02, eta: 5 days, 11:11:00, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6539, loss_cls: 2.7469, loss: 2.7469, grad_norm: 2.7017 2020-07-28 20:25:34,533 - mmaction - INFO - Epoch [112][960/3757] lr: 6.036e-02, eta: 5 days, 11:10:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6344, loss_cls: 2.8210, loss: 2.8210, grad_norm: 2.6664 2020-07-28 20:25:50,361 - mmaction - INFO - Epoch [112][980/3757] lr: 6.036e-02, eta: 5 days, 11:09:24, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6500, loss_cls: 2.7330, loss: 2.7330, grad_norm: 2.7236 2020-07-28 20:26:06,231 - mmaction - INFO - Epoch [112][1000/3757] lr: 6.036e-02, eta: 5 days, 11:08:37, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3523, top5_acc: 0.5992, loss_cls: 2.9680, loss: 2.9680, grad_norm: 2.8016 2020-07-28 20:26:22,009 - mmaction - INFO - Epoch [112][1020/3757] lr: 6.036e-02, eta: 5 days, 11:07:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3555, top5_acc: 0.5961, loss_cls: 2.9926, loss: 2.9926, grad_norm: 2.7079 2020-07-28 20:26:37,826 - mmaction - INFO - Epoch [112][1040/3757] lr: 6.036e-02, eta: 5 days, 11:07:00, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6312, loss_cls: 2.8432, loss: 2.8432, grad_norm: 2.6915 2020-07-28 20:26:53,637 - mmaction - INFO - Epoch [112][1060/3757] lr: 6.036e-02, eta: 5 days, 11:06:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6328, loss_cls: 2.7882, loss: 2.7882, grad_norm: 2.7036 2020-07-28 20:27:09,536 - mmaction - INFO - Epoch [112][1080/3757] lr: 6.036e-02, eta: 5 days, 11:05:25, time: 0.795, data_time: 0.009, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6289, loss_cls: 2.8144, loss: 2.8144, grad_norm: 2.6807 2020-07-28 20:27:25,318 - mmaction - INFO - Epoch [112][1100/3757] lr: 6.036e-02, eta: 5 days, 11:04:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6055, loss_cls: 2.9371, loss: 2.9371, grad_norm: 2.7259 2020-07-28 20:27:41,306 - mmaction - INFO - Epoch [112][1120/3757] lr: 6.036e-02, eta: 5 days, 11:03:52, time: 0.799, data_time: 0.012, memory: 6192, top1_acc: 0.3344, top5_acc: 0.6000, loss_cls: 2.9693, loss: 2.9693, grad_norm: 2.6938 2020-07-28 20:27:57,118 - mmaction - INFO - Epoch [112][1140/3757] lr: 6.036e-02, eta: 5 days, 11:03:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6461, loss_cls: 2.7067, loss: 2.7067, grad_norm: 2.6276 2020-07-28 20:28:13,018 - mmaction - INFO - Epoch [112][1160/3757] lr: 6.036e-02, eta: 5 days, 11:02:18, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6312, loss_cls: 2.8125, loss: 2.8125, grad_norm: 2.7349 2020-07-28 20:28:28,730 - mmaction - INFO - Epoch [112][1180/3757] lr: 6.036e-02, eta: 5 days, 11:01:28, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6383, loss_cls: 2.7997, loss: 2.7997, grad_norm: 2.6743 2020-07-28 20:28:44,568 - mmaction - INFO - Epoch [112][1200/3757] lr: 6.036e-02, eta: 5 days, 11:00:40, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6367, loss_cls: 2.8269, loss: 2.8269, grad_norm: 2.7436 2020-07-28 20:29:00,374 - mmaction - INFO - Epoch [112][1220/3757] lr: 6.036e-02, eta: 5 days, 10:59:53, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3469, top5_acc: 0.6266, loss_cls: 2.8740, loss: 2.8740, grad_norm: 2.7474 2020-07-28 20:29:16,191 - mmaction - INFO - Epoch [112][1240/3757] lr: 6.036e-02, eta: 5 days, 10:59:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.5938, loss_cls: 2.9235, loss: 2.9235, grad_norm: 2.6368 2020-07-28 20:29:31,899 - mmaction - INFO - Epoch [112][1260/3757] lr: 6.036e-02, eta: 5 days, 10:58:15, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6250, loss_cls: 2.7950, loss: 2.7950, grad_norm: 2.6514 2020-07-28 20:29:48,115 - mmaction - INFO - Epoch [112][1280/3757] lr: 6.036e-02, eta: 5 days, 10:57:36, time: 0.812, data_time: 0.022, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6352, loss_cls: 2.8102, loss: 2.8102, grad_norm: 2.6503 2020-07-28 20:30:03,932 - mmaction - INFO - Epoch [112][1300/3757] lr: 6.036e-02, eta: 5 days, 10:56:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6328, loss_cls: 2.8452, loss: 2.8452, grad_norm: 2.6969 2020-07-28 20:30:19,658 - mmaction - INFO - Epoch [112][1320/3757] lr: 6.036e-02, eta: 5 days, 10:55:59, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3367, top5_acc: 0.6055, loss_cls: 2.9307, loss: 2.9307, grad_norm: 2.7022 2020-07-28 20:30:35,508 - mmaction - INFO - Epoch [112][1340/3757] lr: 6.036e-02, eta: 5 days, 10:55:12, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6320, loss_cls: 2.8831, loss: 2.8831, grad_norm: 2.6816 2020-07-28 20:30:51,250 - mmaction - INFO - Epoch [112][1360/3757] lr: 6.036e-02, eta: 5 days, 10:54:23, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6305, loss_cls: 2.7940, loss: 2.7940, grad_norm: 2.7041 2020-07-28 20:31:07,061 - mmaction - INFO - Epoch [112][1380/3757] lr: 6.036e-02, eta: 5 days, 10:53:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6281, loss_cls: 2.8396, loss: 2.8396, grad_norm: 2.6319 2020-07-28 20:31:22,842 - mmaction - INFO - Epoch [112][1400/3757] lr: 6.036e-02, eta: 5 days, 10:52:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6203, loss_cls: 2.8559, loss: 2.8559, grad_norm: 2.5854 2020-07-28 20:31:38,637 - mmaction - INFO - Epoch [112][1420/3757] lr: 6.036e-02, eta: 5 days, 10:52:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6500, loss_cls: 2.7461, loss: 2.7461, grad_norm: 2.6474 2020-07-28 20:31:54,403 - mmaction - INFO - Epoch [112][1440/3757] lr: 6.036e-02, eta: 5 days, 10:51:12, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6242, loss_cls: 2.8714, loss: 2.8714, grad_norm: 2.7271 2020-07-28 20:32:10,256 - mmaction - INFO - Epoch [112][1460/3757] lr: 6.036e-02, eta: 5 days, 10:50:25, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6438, loss_cls: 2.6977, loss: 2.6977, grad_norm: 2.6870 2020-07-28 20:32:26,500 - mmaction - INFO - Epoch [112][1480/3757] lr: 6.036e-02, eta: 5 days, 10:49:46, time: 0.810, data_time: 0.024, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6273, loss_cls: 2.8263, loss: 2.8263, grad_norm: 2.7367 2020-07-28 20:32:42,666 - mmaction - INFO - Epoch [112][1500/3757] lr: 6.036e-02, eta: 5 days, 10:49:06, time: 0.810, data_time: 0.024, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6086, loss_cls: 2.9216, loss: 2.9216, grad_norm: 2.7687 2020-07-28 20:32:58,839 - mmaction - INFO - Epoch [112][1520/3757] lr: 6.036e-02, eta: 5 days, 10:48:26, time: 0.809, data_time: 0.023, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6297, loss_cls: 2.8648, loss: 2.8648, grad_norm: 2.6549 2020-07-28 20:33:15,039 - mmaction - INFO - Epoch [112][1540/3757] lr: 6.036e-02, eta: 5 days, 10:47:46, time: 0.810, data_time: 0.024, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6219, loss_cls: 2.8823, loss: 2.8823, grad_norm: 2.6779 2020-07-28 20:33:30,864 - mmaction - INFO - Epoch [112][1560/3757] lr: 6.036e-02, eta: 5 days, 10:47:00, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6328, loss_cls: 2.8516, loss: 2.8516, grad_norm: 2.6533 2020-07-28 20:33:46,677 - mmaction - INFO - Epoch [112][1580/3757] lr: 6.036e-02, eta: 5 days, 10:46:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6117, loss_cls: 2.8749, loss: 2.8749, grad_norm: 2.7621 2020-07-28 20:34:02,465 - mmaction - INFO - Epoch [112][1600/3757] lr: 6.036e-02, eta: 5 days, 10:45:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6422, loss_cls: 2.7854, loss: 2.7854, grad_norm: 2.5729 2020-07-28 20:34:18,300 - mmaction - INFO - Epoch [112][1620/3757] lr: 6.036e-02, eta: 5 days, 10:44:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6336, loss_cls: 2.7658, loss: 2.7658, grad_norm: 2.6643 2020-07-28 20:34:34,157 - mmaction - INFO - Epoch [112][1640/3757] lr: 6.036e-02, eta: 5 days, 10:43:53, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6102, loss_cls: 2.8929, loss: 2.8929, grad_norm: 2.7241 2020-07-28 20:34:49,957 - mmaction - INFO - Epoch [112][1660/3757] lr: 6.036e-02, eta: 5 days, 10:43:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6172, loss_cls: 2.8614, loss: 2.8614, grad_norm: 2.7093 2020-07-28 20:35:05,756 - mmaction - INFO - Epoch [112][1680/3757] lr: 6.036e-02, eta: 5 days, 10:42:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6398, loss_cls: 2.7758, loss: 2.7758, grad_norm: 2.7387 2020-07-28 20:35:21,616 - mmaction - INFO - Epoch [112][1700/3757] lr: 6.036e-02, eta: 5 days, 10:41:33, time: 0.792, data_time: 0.007, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6070, loss_cls: 2.9832, loss: 2.9832, grad_norm: 2.7724 2020-07-28 20:35:37,380 - mmaction - INFO - Epoch [112][1720/3757] lr: 6.036e-02, eta: 5 days, 10:40:45, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6078, loss_cls: 2.9329, loss: 2.9329, grad_norm: 2.6987 2020-07-28 20:35:53,148 - mmaction - INFO - Epoch [112][1740/3757] lr: 6.036e-02, eta: 5 days, 10:39:58, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6422, loss_cls: 2.7926, loss: 2.7926, grad_norm: 2.6822 2020-07-28 20:36:08,972 - mmaction - INFO - Epoch [112][1760/3757] lr: 6.036e-02, eta: 5 days, 10:39:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6242, loss_cls: 2.9215, loss: 2.9215, grad_norm: 2.7119 2020-07-28 20:36:24,821 - mmaction - INFO - Epoch [112][1780/3757] lr: 6.036e-02, eta: 5 days, 10:38:26, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6008, loss_cls: 2.9302, loss: 2.9302, grad_norm: 2.6493 2020-07-28 20:36:40,689 - mmaction - INFO - Epoch [112][1800/3757] lr: 6.036e-02, eta: 5 days, 10:37:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6227, loss_cls: 2.8804, loss: 2.8804, grad_norm: 2.7159 2020-07-28 20:36:56,467 - mmaction - INFO - Epoch [112][1820/3757] lr: 6.036e-02, eta: 5 days, 10:36:52, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6305, loss_cls: 2.8599, loss: 2.8599, grad_norm: 2.6560 2020-07-28 20:37:12,792 - mmaction - INFO - Epoch [112][1840/3757] lr: 6.036e-02, eta: 5 days, 10:36:16, time: 0.818, data_time: 0.027, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6227, loss_cls: 2.8655, loss: 2.8655, grad_norm: 2.6598 2020-07-28 20:37:28,596 - mmaction - INFO - Epoch [112][1860/3757] lr: 6.036e-02, eta: 5 days, 10:35:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6078, loss_cls: 2.9010, loss: 2.9010, grad_norm: 2.6945 2020-07-28 20:37:44,380 - mmaction - INFO - Epoch [112][1880/3757] lr: 6.036e-02, eta: 5 days, 10:34:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3469, top5_acc: 0.6172, loss_cls: 2.9550, loss: 2.9550, grad_norm: 2.7573 2020-07-28 20:38:00,201 - mmaction - INFO - Epoch [112][1900/3757] lr: 6.036e-02, eta: 5 days, 10:33:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6297, loss_cls: 2.7710, loss: 2.7710, grad_norm: 2.6198 2020-07-28 20:38:16,025 - mmaction - INFO - Epoch [112][1920/3757] lr: 6.036e-02, eta: 5 days, 10:33:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6258, loss_cls: 2.8975, loss: 2.8975, grad_norm: 2.7318 2020-07-28 20:38:31,843 - mmaction - INFO - Epoch [112][1940/3757] lr: 6.036e-02, eta: 5 days, 10:32:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6250, loss_cls: 2.7825, loss: 2.7825, grad_norm: 2.6686 2020-07-28 20:38:47,645 - mmaction - INFO - Epoch [112][1960/3757] lr: 6.036e-02, eta: 5 days, 10:31:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6086, loss_cls: 2.8521, loss: 2.8521, grad_norm: 2.6512 2020-07-28 20:39:03,451 - mmaction - INFO - Epoch [112][1980/3757] lr: 6.036e-02, eta: 5 days, 10:30:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6188, loss_cls: 2.8530, loss: 2.8530, grad_norm: 2.6312 2020-07-28 20:39:19,348 - mmaction - INFO - Epoch [112][2000/3757] lr: 6.036e-02, eta: 5 days, 10:30:07, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.8389, loss: 2.8389, grad_norm: 2.7948 2020-07-28 20:39:35,277 - mmaction - INFO - Epoch [112][2020/3757] lr: 6.036e-02, eta: 5 days, 10:29:24, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6242, loss_cls: 2.8531, loss: 2.8531, grad_norm: 2.6898 2020-07-28 20:39:51,442 - mmaction - INFO - Epoch [112][2040/3757] lr: 6.036e-02, eta: 5 days, 10:28:44, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6164, loss_cls: 2.8774, loss: 2.8774, grad_norm: 2.6497 2020-07-28 20:40:07,523 - mmaction - INFO - Epoch [112][2060/3757] lr: 6.036e-02, eta: 5 days, 10:28:04, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6227, loss_cls: 2.8674, loss: 2.8674, grad_norm: 2.6349 2020-07-28 20:40:23,661 - mmaction - INFO - Epoch [112][2080/3757] lr: 6.036e-02, eta: 5 days, 10:27:23, time: 0.805, data_time: 0.001, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6273, loss_cls: 2.7919, loss: 2.7919, grad_norm: 2.6944 2020-07-28 20:40:39,654 - mmaction - INFO - Epoch [112][2100/3757] lr: 6.036e-02, eta: 5 days, 10:26:41, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.3469, top5_acc: 0.6109, loss_cls: 2.9101, loss: 2.9101, grad_norm: 2.7339 2020-07-28 20:40:55,835 - mmaction - INFO - Epoch [112][2120/3757] lr: 6.036e-02, eta: 5 days, 10:26:02, time: 0.810, data_time: 0.005, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6023, loss_cls: 2.8980, loss: 2.8980, grad_norm: 2.6653 2020-07-28 20:41:12,077 - mmaction - INFO - Epoch [112][2140/3757] lr: 6.036e-02, eta: 5 days, 10:25:25, time: 0.812, data_time: 0.004, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6312, loss_cls: 2.8705, loss: 2.8705, grad_norm: 2.7681 2020-07-28 20:41:28,281 - mmaction - INFO - Epoch [112][2160/3757] lr: 6.036e-02, eta: 5 days, 10:24:46, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6359, loss_cls: 2.7879, loss: 2.7879, grad_norm: 2.6841 2020-07-28 20:41:44,168 - mmaction - INFO - Epoch [112][2180/3757] lr: 6.036e-02, eta: 5 days, 10:24:02, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6336, loss_cls: 2.8734, loss: 2.8734, grad_norm: 2.6036 2020-07-28 20:42:00,174 - mmaction - INFO - Epoch [112][2200/3757] lr: 6.036e-02, eta: 5 days, 10:23:20, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6266, loss_cls: 2.8567, loss: 2.8567, grad_norm: 2.6022 2020-07-28 20:42:16,278 - mmaction - INFO - Epoch [112][2220/3757] lr: 6.036e-02, eta: 5 days, 10:22:40, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6227, loss_cls: 2.8298, loss: 2.8298, grad_norm: 2.5994 2020-07-28 20:42:32,210 - mmaction - INFO - Epoch [112][2240/3757] lr: 6.036e-02, eta: 5 days, 10:21:57, time: 0.798, data_time: 0.002, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6359, loss_cls: 2.8137, loss: 2.8137, grad_norm: 2.6257 2020-07-28 20:42:48,296 - mmaction - INFO - Epoch [112][2260/3757] lr: 6.036e-02, eta: 5 days, 10:21:17, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6320, loss_cls: 2.8206, loss: 2.8206, grad_norm: 2.6977 2020-07-28 20:43:04,247 - mmaction - INFO - Epoch [112][2280/3757] lr: 6.036e-02, eta: 5 days, 10:20:33, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6367, loss_cls: 2.8630, loss: 2.8630, grad_norm: 2.6391 2020-07-28 20:43:20,192 - mmaction - INFO - Epoch [112][2300/3757] lr: 6.036e-02, eta: 5 days, 10:19:50, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6055, loss_cls: 2.9539, loss: 2.9539, grad_norm: 2.6346 2020-07-28 20:43:36,331 - mmaction - INFO - Epoch [112][2320/3757] lr: 6.036e-02, eta: 5 days, 10:19:10, time: 0.805, data_time: 0.001, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6070, loss_cls: 2.9552, loss: 2.9552, grad_norm: 2.6757 2020-07-28 20:43:52,212 - mmaction - INFO - Epoch [112][2340/3757] lr: 6.036e-02, eta: 5 days, 10:18:27, time: 0.796, data_time: 0.006, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6297, loss_cls: 2.8049, loss: 2.8049, grad_norm: 2.6809 2020-07-28 20:44:08,159 - mmaction - INFO - Epoch [112][2360/3757] lr: 6.036e-02, eta: 5 days, 10:17:45, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6141, loss_cls: 2.8728, loss: 2.8728, grad_norm: 2.6892 2020-07-28 20:44:24,069 - mmaction - INFO - Epoch [112][2380/3757] lr: 6.036e-02, eta: 5 days, 10:17:01, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6344, loss_cls: 2.8303, loss: 2.8303, grad_norm: 2.6602 2020-07-28 20:44:39,900 - mmaction - INFO - Epoch [112][2400/3757] lr: 6.036e-02, eta: 5 days, 10:16:16, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6367, loss_cls: 2.8310, loss: 2.8310, grad_norm: 2.6370 2020-07-28 20:44:55,648 - mmaction - INFO - Epoch [112][2420/3757] lr: 6.036e-02, eta: 5 days, 10:15:30, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.7947, loss: 2.7947, grad_norm: 2.7382 2020-07-28 20:45:11,488 - mmaction - INFO - Epoch [112][2440/3757] lr: 6.036e-02, eta: 5 days, 10:14:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6367, loss_cls: 2.7848, loss: 2.7848, grad_norm: 2.6559 2020-07-28 20:45:27,287 - mmaction - INFO - Epoch [112][2460/3757] lr: 6.036e-02, eta: 5 days, 10:13:59, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6266, loss_cls: 2.8428, loss: 2.8428, grad_norm: 2.7115 2020-07-28 20:45:43,164 - mmaction - INFO - Epoch [112][2480/3757] lr: 6.036e-02, eta: 5 days, 10:13:15, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6148, loss_cls: 2.8609, loss: 2.8609, grad_norm: 2.7318 2020-07-28 20:45:59,401 - mmaction - INFO - Epoch [112][2500/3757] lr: 6.036e-02, eta: 5 days, 10:12:38, time: 0.812, data_time: 0.023, memory: 6192, top1_acc: 0.3438, top5_acc: 0.6102, loss_cls: 2.9606, loss: 2.9606, grad_norm: 2.7191 2020-07-28 20:46:15,578 - mmaction - INFO - Epoch [112][2520/3757] lr: 6.036e-02, eta: 5 days, 10:12:00, time: 0.809, data_time: 0.017, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6039, loss_cls: 2.8974, loss: 2.8974, grad_norm: 2.6800 2020-07-28 20:46:31,412 - mmaction - INFO - Epoch [112][2540/3757] lr: 6.036e-02, eta: 5 days, 10:11:15, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.8218, loss: 2.8218, grad_norm: 2.6911 2020-07-28 20:46:47,233 - mmaction - INFO - Epoch [112][2560/3757] lr: 6.036e-02, eta: 5 days, 10:10:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6234, loss_cls: 2.7922, loss: 2.7922, grad_norm: 2.6994 2020-07-28 20:47:03,073 - mmaction - INFO - Epoch [112][2580/3757] lr: 6.036e-02, eta: 5 days, 10:09:46, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6000, loss_cls: 2.9012, loss: 2.9012, grad_norm: 2.7416 2020-07-28 20:47:18,967 - mmaction - INFO - Epoch [112][2600/3757] lr: 6.036e-02, eta: 5 days, 10:09:03, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6047, loss_cls: 2.9465, loss: 2.9465, grad_norm: 2.6499 2020-07-28 20:47:34,755 - mmaction - INFO - Epoch [112][2620/3757] lr: 6.036e-02, eta: 5 days, 10:08:17, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6117, loss_cls: 2.9154, loss: 2.9154, grad_norm: 2.6268 2020-07-28 20:47:50,512 - mmaction - INFO - Epoch [112][2640/3757] lr: 6.036e-02, eta: 5 days, 10:07:32, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6062, loss_cls: 2.9318, loss: 2.9318, grad_norm: 2.6663 2020-07-28 20:48:06,297 - mmaction - INFO - Epoch [112][2660/3757] lr: 6.036e-02, eta: 5 days, 10:06:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6266, loss_cls: 2.8259, loss: 2.8259, grad_norm: 2.5396 2020-07-28 20:48:22,088 - mmaction - INFO - Epoch [112][2680/3757] lr: 6.036e-02, eta: 5 days, 10:06:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6336, loss_cls: 2.8185, loss: 2.8185, grad_norm: 2.7065 2020-07-28 20:48:37,967 - mmaction - INFO - Epoch [112][2700/3757] lr: 6.036e-02, eta: 5 days, 10:05:18, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6109, loss_cls: 2.9138, loss: 2.9138, grad_norm: 2.6631 2020-07-28 20:48:53,742 - mmaction - INFO - Epoch [112][2720/3757] lr: 6.036e-02, eta: 5 days, 10:04:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6078, loss_cls: 2.9102, loss: 2.9102, grad_norm: 2.6417 2020-07-28 20:49:09,553 - mmaction - INFO - Epoch [112][2740/3757] lr: 6.036e-02, eta: 5 days, 10:03:47, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3492, top5_acc: 0.5984, loss_cls: 2.9687, loss: 2.9687, grad_norm: 2.6660 2020-07-28 20:49:25,340 - mmaction - INFO - Epoch [112][2760/3757] lr: 6.036e-02, eta: 5 days, 10:03:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6180, loss_cls: 2.8708, loss: 2.8708, grad_norm: 2.6275 2020-07-28 20:49:41,355 - mmaction - INFO - Epoch [112][2780/3757] lr: 6.036e-02, eta: 5 days, 10:02:22, time: 0.802, data_time: 0.018, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6172, loss_cls: 2.8711, loss: 2.8711, grad_norm: 2.6827 2020-07-28 20:49:57,129 - mmaction - INFO - Epoch [112][2800/3757] lr: 6.036e-02, eta: 5 days, 10:01:36, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6156, loss_cls: 2.8117, loss: 2.8117, grad_norm: 2.6152 2020-07-28 20:50:12,918 - mmaction - INFO - Epoch [112][2820/3757] lr: 6.036e-02, eta: 5 days, 10:00:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6109, loss_cls: 2.8369, loss: 2.8369, grad_norm: 2.6626 2020-07-28 20:50:28,682 - mmaction - INFO - Epoch [112][2840/3757] lr: 6.036e-02, eta: 5 days, 10:00:06, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6414, loss_cls: 2.7536, loss: 2.7536, grad_norm: 2.6787 2020-07-28 20:50:44,630 - mmaction - INFO - Epoch [112][2860/3757] lr: 6.036e-02, eta: 5 days, 9:59:24, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.5961, loss_cls: 2.9643, loss: 2.9643, grad_norm: 2.7287 2020-07-28 20:51:00,340 - mmaction - INFO - Epoch [112][2880/3757] lr: 6.036e-02, eta: 5 days, 9:58:38, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6188, loss_cls: 2.9120, loss: 2.9120, grad_norm: 2.5779 2020-07-28 20:51:16,271 - mmaction - INFO - Epoch [112][2900/3757] lr: 6.036e-02, eta: 5 days, 9:57:56, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6172, loss_cls: 2.9058, loss: 2.9058, grad_norm: 2.6437 2020-07-28 20:51:32,023 - mmaction - INFO - Epoch [112][2920/3757] lr: 6.036e-02, eta: 5 days, 9:57:11, time: 0.788, data_time: 0.006, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6164, loss_cls: 2.9204, loss: 2.9204, grad_norm: 2.6468 2020-07-28 20:51:47,917 - mmaction - INFO - Epoch [112][2940/3757] lr: 6.036e-02, eta: 5 days, 9:56:28, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6305, loss_cls: 2.8361, loss: 2.8361, grad_norm: 2.7623 2020-07-28 20:52:03,728 - mmaction - INFO - Epoch [112][2960/3757] lr: 6.036e-02, eta: 5 days, 9:55:44, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6086, loss_cls: 2.9289, loss: 2.9289, grad_norm: 2.6845 2020-07-28 20:52:19,614 - mmaction - INFO - Epoch [112][2980/3757] lr: 6.036e-02, eta: 5 days, 9:55:00, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6297, loss_cls: 2.8134, loss: 2.8134, grad_norm: 2.6149 2020-07-28 20:52:35,401 - mmaction - INFO - Epoch [112][3000/3757] lr: 6.036e-02, eta: 5 days, 9:54:16, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6031, loss_cls: 2.9231, loss: 2.9231, grad_norm: 2.6436 2020-07-28 20:52:51,211 - mmaction - INFO - Epoch [112][3020/3757] lr: 6.036e-02, eta: 5 days, 9:53:32, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6211, loss_cls: 2.8815, loss: 2.8815, grad_norm: 2.7286 2020-07-28 20:53:06,926 - mmaction - INFO - Epoch [112][3040/3757] lr: 6.036e-02, eta: 5 days, 9:52:46, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6141, loss_cls: 2.8468, loss: 2.8468, grad_norm: 2.6943 2020-07-28 20:53:22,707 - mmaction - INFO - Epoch [112][3060/3757] lr: 6.036e-02, eta: 5 days, 9:52:02, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6242, loss_cls: 2.8094, loss: 2.8094, grad_norm: 2.7002 2020-07-28 20:53:38,536 - mmaction - INFO - Epoch [112][3080/3757] lr: 6.036e-02, eta: 5 days, 9:51:18, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6250, loss_cls: 2.9287, loss: 2.9287, grad_norm: 2.6520 2020-07-28 20:53:54,255 - mmaction - INFO - Epoch [112][3100/3757] lr: 6.036e-02, eta: 5 days, 9:50:32, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6227, loss_cls: 2.8259, loss: 2.8259, grad_norm: 2.5938 2020-07-28 20:54:10,160 - mmaction - INFO - Epoch [112][3120/3757] lr: 6.036e-02, eta: 5 days, 9:49:50, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6242, loss_cls: 2.8354, loss: 2.8354, grad_norm: 2.6491 2020-07-28 20:54:25,870 - mmaction - INFO - Epoch [112][3140/3757] lr: 6.036e-02, eta: 5 days, 9:49:04, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6367, loss_cls: 2.8179, loss: 2.8179, grad_norm: 2.7250 2020-07-28 20:54:41,743 - mmaction - INFO - Epoch [112][3160/3757] lr: 6.036e-02, eta: 5 days, 9:48:22, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6227, loss_cls: 2.8102, loss: 2.8102, grad_norm: 2.7153 2020-07-28 20:54:57,447 - mmaction - INFO - Epoch [112][3180/3757] lr: 6.036e-02, eta: 5 days, 9:47:36, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6125, loss_cls: 2.9184, loss: 2.9184, grad_norm: 2.7113 2020-07-28 20:55:13,316 - mmaction - INFO - Epoch [112][3200/3757] lr: 6.036e-02, eta: 5 days, 9:46:53, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6125, loss_cls: 2.9172, loss: 2.9172, grad_norm: 2.6878 2020-07-28 20:55:29,003 - mmaction - INFO - Epoch [112][3220/3757] lr: 6.036e-02, eta: 5 days, 9:46:07, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6070, loss_cls: 2.9304, loss: 2.9304, grad_norm: 2.6403 2020-07-28 20:55:44,761 - mmaction - INFO - Epoch [112][3240/3757] lr: 6.036e-02, eta: 5 days, 9:45:22, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6203, loss_cls: 2.8350, loss: 2.8350, grad_norm: 2.6474 2020-07-28 20:56:00,537 - mmaction - INFO - Epoch [112][3260/3757] lr: 6.036e-02, eta: 5 days, 9:44:38, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6391, loss_cls: 2.8282, loss: 2.8282, grad_norm: 2.6694 2020-07-28 20:56:16,372 - mmaction - INFO - Epoch [112][3280/3757] lr: 6.036e-02, eta: 5 days, 9:43:55, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6383, loss_cls: 2.7713, loss: 2.7713, grad_norm: 2.6375 2020-07-28 20:56:32,227 - mmaction - INFO - Epoch [112][3300/3757] lr: 6.036e-02, eta: 5 days, 9:43:12, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6352, loss_cls: 2.8466, loss: 2.8466, grad_norm: 2.6391 2020-07-28 20:56:48,048 - mmaction - INFO - Epoch [112][3320/3757] lr: 6.036e-02, eta: 5 days, 9:42:29, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6305, loss_cls: 2.8078, loss: 2.8078, grad_norm: 2.6371 2020-07-28 20:57:04,268 - mmaction - INFO - Epoch [112][3340/3757] lr: 6.036e-02, eta: 5 days, 9:41:53, time: 0.811, data_time: 0.015, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6109, loss_cls: 2.9716, loss: 2.9716, grad_norm: 2.6659 2020-07-28 20:57:20,146 - mmaction - INFO - Epoch [112][3360/3757] lr: 6.036e-02, eta: 5 days, 9:41:10, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6188, loss_cls: 2.7508, loss: 2.7508, grad_norm: 2.5554 2020-07-28 20:57:35,984 - mmaction - INFO - Epoch [112][3380/3757] lr: 6.036e-02, eta: 5 days, 9:40:28, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6320, loss_cls: 2.8682, loss: 2.8682, grad_norm: 2.6353 2020-07-28 20:57:51,770 - mmaction - INFO - Epoch [112][3400/3757] lr: 6.036e-02, eta: 5 days, 9:39:44, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6328, loss_cls: 2.8287, loss: 2.8287, grad_norm: 2.6247 2020-07-28 20:58:07,661 - mmaction - INFO - Epoch [112][3420/3757] lr: 6.036e-02, eta: 5 days, 9:39:02, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6266, loss_cls: 2.8157, loss: 2.8157, grad_norm: 2.6666 2020-07-28 20:58:23,390 - mmaction - INFO - Epoch [112][3440/3757] lr: 6.036e-02, eta: 5 days, 9:38:17, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6211, loss_cls: 2.8357, loss: 2.8357, grad_norm: 2.6598 2020-07-28 20:58:39,157 - mmaction - INFO - Epoch [112][3460/3757] lr: 6.036e-02, eta: 5 days, 9:37:33, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6312, loss_cls: 2.7975, loss: 2.7975, grad_norm: 2.7128 2020-07-28 20:58:54,981 - mmaction - INFO - Epoch [112][3480/3757] lr: 6.036e-02, eta: 5 days, 9:36:50, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6305, loss_cls: 2.8716, loss: 2.8716, grad_norm: 2.6523 2020-07-28 20:59:10,715 - mmaction - INFO - Epoch [112][3500/3757] lr: 6.036e-02, eta: 5 days, 9:36:05, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3430, top5_acc: 0.6094, loss_cls: 2.9692, loss: 2.9692, grad_norm: 2.6684 2020-07-28 20:59:26,577 - mmaction - INFO - Epoch [112][3520/3757] lr: 6.036e-02, eta: 5 days, 9:35:23, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6305, loss_cls: 2.8361, loss: 2.8361, grad_norm: 2.6040 2020-07-28 20:59:42,367 - mmaction - INFO - Epoch [112][3540/3757] lr: 6.036e-02, eta: 5 days, 9:34:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6320, loss_cls: 2.8214, loss: 2.8214, grad_norm: 2.6811 2020-07-28 20:59:58,023 - mmaction - INFO - Epoch [112][3560/3757] lr: 6.036e-02, eta: 5 days, 9:33:54, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6297, loss_cls: 2.8110, loss: 2.8110, grad_norm: 2.7060 2020-07-28 21:00:20,423 - mmaction - INFO - Epoch [112][3580/3757] lr: 6.036e-02, eta: 5 days, 9:35:09, time: 1.117, data_time: 0.004, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6070, loss_cls: 2.8985, loss: 2.8985, grad_norm: 2.5777 2020-07-28 21:00:36,211 - mmaction - INFO - Epoch [112][3600/3757] lr: 6.036e-02, eta: 5 days, 9:34:26, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6086, loss_cls: 2.9241, loss: 2.9241, grad_norm: 2.6176 2020-07-28 21:00:52,064 - mmaction - INFO - Epoch [112][3620/3757] lr: 6.036e-02, eta: 5 days, 9:33:44, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6133, loss_cls: 2.8793, loss: 2.8793, grad_norm: 2.6107 2020-07-28 21:01:08,010 - mmaction - INFO - Epoch [112][3640/3757] lr: 6.036e-02, eta: 5 days, 9:33:03, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6266, loss_cls: 2.8788, loss: 2.8788, grad_norm: 2.6601 2020-07-28 21:01:23,752 - mmaction - INFO - Epoch [112][3660/3757] lr: 6.036e-02, eta: 5 days, 9:32:19, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6219, loss_cls: 2.8820, loss: 2.8820, grad_norm: 2.5886 2020-07-28 21:01:39,435 - mmaction - INFO - Epoch [112][3680/3757] lr: 6.036e-02, eta: 5 days, 9:31:34, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3352, top5_acc: 0.6117, loss_cls: 2.9766, loss: 2.9766, grad_norm: 2.7635 2020-07-28 21:01:55,299 - mmaction - INFO - Epoch [112][3700/3757] lr: 6.036e-02, eta: 5 days, 9:30:52, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6297, loss_cls: 2.8305, loss: 2.8305, grad_norm: 2.6411 2020-07-28 21:02:11,017 - mmaction - INFO - Epoch [112][3720/3757] lr: 6.036e-02, eta: 5 days, 9:30:07, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6383, loss_cls: 2.7896, loss: 2.7896, grad_norm: 2.6821 2020-07-28 21:02:26,904 - mmaction - INFO - Epoch [112][3740/3757] lr: 6.036e-02, eta: 5 days, 9:29:26, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6234, loss_cls: 2.8909, loss: 2.8909, grad_norm: 2.6609 2020-07-28 21:03:04,398 - mmaction - INFO - Saving checkpoint at 112 epochs 2020-07-28 21:07:03,929 - mmaction - INFO - Epoch [113][20/3757] lr: 5.975e-02, eta: 5 days, 10:30:46, time: 11.912, data_time: 10.852, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6281, loss_cls: 2.8196, loss: 2.8196, grad_norm: 2.7085 2020-07-28 21:07:19,960 - mmaction - INFO - Epoch [113][40/3757] lr: 5.975e-02, eta: 5 days, 10:30:05, time: 0.803, data_time: 0.011, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6320, loss_cls: 2.7745, loss: 2.7745, grad_norm: 2.6621 2020-07-28 21:07:35,777 - mmaction - INFO - Epoch [113][60/3757] lr: 5.975e-02, eta: 5 days, 10:29:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6211, loss_cls: 2.8931, loss: 2.8931, grad_norm: 2.6736 2020-07-28 21:07:51,632 - mmaction - INFO - Epoch [113][80/3757] lr: 5.975e-02, eta: 5 days, 10:28:35, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6211, loss_cls: 2.9030, loss: 2.9030, grad_norm: 2.6373 2020-07-28 21:08:07,514 - mmaction - INFO - Epoch [113][100/3757] lr: 5.975e-02, eta: 5 days, 10:27:51, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6234, loss_cls: 2.8241, loss: 2.8241, grad_norm: 2.6323 2020-07-28 21:08:23,404 - mmaction - INFO - Epoch [113][120/3757] lr: 5.975e-02, eta: 5 days, 10:27:07, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6477, loss_cls: 2.7911, loss: 2.7911, grad_norm: 2.6882 2020-07-28 21:08:39,199 - mmaction - INFO - Epoch [113][140/3757] lr: 5.975e-02, eta: 5 days, 10:26:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6578, loss_cls: 2.7182, loss: 2.7182, grad_norm: 2.7169 2020-07-28 21:08:55,034 - mmaction - INFO - Epoch [113][160/3757] lr: 5.975e-02, eta: 5 days, 10:25:37, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6359, loss_cls: 2.7864, loss: 2.7864, grad_norm: 2.6583 2020-07-28 21:09:10,882 - mmaction - INFO - Epoch [113][180/3757] lr: 5.975e-02, eta: 5 days, 10:24:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6586, loss_cls: 2.7042, loss: 2.7042, grad_norm: 2.5752 2020-07-28 21:09:26,724 - mmaction - INFO - Epoch [113][200/3757] lr: 5.975e-02, eta: 5 days, 10:24:08, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6398, loss_cls: 2.7916, loss: 2.7916, grad_norm: 2.6571 2020-07-28 21:09:42,651 - mmaction - INFO - Epoch [113][220/3757] lr: 5.975e-02, eta: 5 days, 10:23:25, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6211, loss_cls: 2.8659, loss: 2.8659, grad_norm: 2.6263 2020-07-28 21:09:58,574 - mmaction - INFO - Epoch [113][240/3757] lr: 5.975e-02, eta: 5 days, 10:22:42, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3422, top5_acc: 0.6070, loss_cls: 2.9213, loss: 2.9213, grad_norm: 2.6774 2020-07-28 21:10:14,403 - mmaction - INFO - Epoch [113][260/3757] lr: 5.975e-02, eta: 5 days, 10:21:58, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6578, loss_cls: 2.7416, loss: 2.7416, grad_norm: 2.7045 2020-07-28 21:10:30,310 - mmaction - INFO - Epoch [113][280/3757] lr: 5.975e-02, eta: 5 days, 10:21:14, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6094, loss_cls: 2.8774, loss: 2.8774, grad_norm: 2.7244 2020-07-28 21:10:46,054 - mmaction - INFO - Epoch [113][300/3757] lr: 5.975e-02, eta: 5 days, 10:20:28, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6430, loss_cls: 2.7803, loss: 2.7803, grad_norm: 2.6441 2020-07-28 21:11:01,896 - mmaction - INFO - Epoch [113][320/3757] lr: 5.975e-02, eta: 5 days, 10:19:44, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6367, loss_cls: 2.7788, loss: 2.7788, grad_norm: 2.6496 2020-07-28 21:11:17,738 - mmaction - INFO - Epoch [113][340/3757] lr: 5.975e-02, eta: 5 days, 10:18:59, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6180, loss_cls: 2.8892, loss: 2.8892, grad_norm: 2.6164 2020-07-28 21:11:33,610 - mmaction - INFO - Epoch [113][360/3757] lr: 5.975e-02, eta: 5 days, 10:18:16, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6477, loss_cls: 2.6901, loss: 2.6901, grad_norm: 2.6494 2020-07-28 21:11:49,498 - mmaction - INFO - Epoch [113][380/3757] lr: 5.975e-02, eta: 5 days, 10:17:33, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6508, loss_cls: 2.7572, loss: 2.7572, grad_norm: 2.7069 2020-07-28 21:12:05,227 - mmaction - INFO - Epoch [113][400/3757] lr: 5.975e-02, eta: 5 days, 10:16:46, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6266, loss_cls: 2.7740, loss: 2.7740, grad_norm: 2.7021 2020-07-28 21:12:21,027 - mmaction - INFO - Epoch [113][420/3757] lr: 5.975e-02, eta: 5 days, 10:16:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6297, loss_cls: 2.8701, loss: 2.8701, grad_norm: 2.7550 2020-07-28 21:12:36,790 - mmaction - INFO - Epoch [113][440/3757] lr: 5.975e-02, eta: 5 days, 10:15:16, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3453, top5_acc: 0.6219, loss_cls: 2.8837, loss: 2.8837, grad_norm: 2.6860 2020-07-28 21:12:52,702 - mmaction - INFO - Epoch [113][460/3757] lr: 5.975e-02, eta: 5 days, 10:14:33, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6227, loss_cls: 2.8704, loss: 2.8704, grad_norm: 2.6392 2020-07-28 21:13:08,422 - mmaction - INFO - Epoch [113][480/3757] lr: 5.975e-02, eta: 5 days, 10:13:47, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6367, loss_cls: 2.7725, loss: 2.7725, grad_norm: 2.6169 2020-07-28 21:13:24,231 - mmaction - INFO - Epoch [113][500/3757] lr: 5.975e-02, eta: 5 days, 10:13:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3484, top5_acc: 0.6266, loss_cls: 2.8185, loss: 2.8185, grad_norm: 2.6592 2020-07-28 21:13:39,890 - mmaction - INFO - Epoch [113][520/3757] lr: 5.975e-02, eta: 5 days, 10:12:15, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6227, loss_cls: 2.8365, loss: 2.8365, grad_norm: 2.6350 2020-07-28 21:13:55,815 - mmaction - INFO - Epoch [113][540/3757] lr: 5.975e-02, eta: 5 days, 10:11:33, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6383, loss_cls: 2.7220, loss: 2.7220, grad_norm: 2.5883 2020-07-28 21:14:11,549 - mmaction - INFO - Epoch [113][560/3757] lr: 5.975e-02, eta: 5 days, 10:10:47, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6234, loss_cls: 2.8371, loss: 2.8371, grad_norm: 2.7391 2020-07-28 21:14:27,511 - mmaction - INFO - Epoch [113][580/3757] lr: 5.975e-02, eta: 5 days, 10:10:05, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6383, loss_cls: 2.8080, loss: 2.8080, grad_norm: 2.7176 2020-07-28 21:14:43,369 - mmaction - INFO - Epoch [113][600/3757] lr: 5.975e-02, eta: 5 days, 10:09:22, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6445, loss_cls: 2.8001, loss: 2.8001, grad_norm: 2.6983 2020-07-28 21:14:59,236 - mmaction - INFO - Epoch [113][620/3757] lr: 5.975e-02, eta: 5 days, 10:08:38, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6273, loss_cls: 2.8570, loss: 2.8570, grad_norm: 2.6369 2020-07-28 21:15:14,971 - mmaction - INFO - Epoch [113][640/3757] lr: 5.975e-02, eta: 5 days, 10:07:53, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.8562, loss: 2.8562, grad_norm: 2.6289 2020-07-28 21:15:30,868 - mmaction - INFO - Epoch [113][660/3757] lr: 5.975e-02, eta: 5 days, 10:07:10, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6383, loss_cls: 2.7994, loss: 2.7994, grad_norm: 2.7109 2020-07-28 21:15:46,632 - mmaction - INFO - Epoch [113][680/3757] lr: 5.975e-02, eta: 5 days, 10:06:25, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6266, loss_cls: 2.8847, loss: 2.8847, grad_norm: 2.7374 2020-07-28 21:16:02,436 - mmaction - INFO - Epoch [113][700/3757] lr: 5.975e-02, eta: 5 days, 10:05:41, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6391, loss_cls: 2.7947, loss: 2.7947, grad_norm: 2.6758 2020-07-28 21:16:18,191 - mmaction - INFO - Epoch [113][720/3757] lr: 5.975e-02, eta: 5 days, 10:04:56, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3617, top5_acc: 0.5992, loss_cls: 2.9494, loss: 2.9494, grad_norm: 2.6729 2020-07-28 21:16:34,038 - mmaction - INFO - Epoch [113][740/3757] lr: 5.975e-02, eta: 5 days, 10:04:12, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6156, loss_cls: 2.8596, loss: 2.8596, grad_norm: 2.6649 2020-07-28 21:16:49,808 - mmaction - INFO - Epoch [113][760/3757] lr: 5.975e-02, eta: 5 days, 10:03:28, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6203, loss_cls: 2.8646, loss: 2.8646, grad_norm: 2.6585 2020-07-28 21:17:05,642 - mmaction - INFO - Epoch [113][780/3757] lr: 5.975e-02, eta: 5 days, 10:02:44, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6141, loss_cls: 2.8929, loss: 2.8929, grad_norm: 2.7603 2020-07-28 21:17:21,450 - mmaction - INFO - Epoch [113][800/3757] lr: 5.975e-02, eta: 5 days, 10:02:00, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6273, loss_cls: 2.8571, loss: 2.8571, grad_norm: 2.6407 2020-07-28 21:17:37,295 - mmaction - INFO - Epoch [113][820/3757] lr: 5.975e-02, eta: 5 days, 10:01:17, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6242, loss_cls: 2.8233, loss: 2.8233, grad_norm: 2.5990 2020-07-28 21:17:53,098 - mmaction - INFO - Epoch [113][840/3757] lr: 5.975e-02, eta: 5 days, 10:00:33, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6234, loss_cls: 2.8552, loss: 2.8552, grad_norm: 2.6943 2020-07-28 21:18:08,884 - mmaction - INFO - Epoch [113][860/3757] lr: 5.975e-02, eta: 5 days, 9:59:48, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6250, loss_cls: 2.8857, loss: 2.8857, grad_norm: 2.7365 2020-07-28 21:18:24,780 - mmaction - INFO - Epoch [113][880/3757] lr: 5.975e-02, eta: 5 days, 9:59:06, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6398, loss_cls: 2.7614, loss: 2.7614, grad_norm: 2.6689 2020-07-28 21:18:40,579 - mmaction - INFO - Epoch [113][900/3757] lr: 5.975e-02, eta: 5 days, 9:58:22, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6414, loss_cls: 2.8675, loss: 2.8675, grad_norm: 2.7484 2020-07-28 21:18:56,393 - mmaction - INFO - Epoch [113][920/3757] lr: 5.975e-02, eta: 5 days, 9:57:38, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6273, loss_cls: 2.7938, loss: 2.7938, grad_norm: 2.6938 2020-07-28 21:19:12,246 - mmaction - INFO - Epoch [113][940/3757] lr: 5.975e-02, eta: 5 days, 9:56:55, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6266, loss_cls: 2.8460, loss: 2.8460, grad_norm: 2.7683 2020-07-28 21:19:28,048 - mmaction - INFO - Epoch [113][960/3757] lr: 5.975e-02, eta: 5 days, 9:56:11, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6242, loss_cls: 2.8456, loss: 2.8456, grad_norm: 2.6692 2020-07-28 21:19:43,872 - mmaction - INFO - Epoch [113][980/3757] lr: 5.975e-02, eta: 5 days, 9:55:28, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6172, loss_cls: 2.8369, loss: 2.8369, grad_norm: 2.6755 2020-07-28 21:19:59,730 - mmaction - INFO - Epoch [113][1000/3757] lr: 5.975e-02, eta: 5 days, 9:54:45, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6203, loss_cls: 2.8397, loss: 2.8397, grad_norm: 2.6373 2020-07-28 21:20:15,490 - mmaction - INFO - Epoch [113][1020/3757] lr: 5.975e-02, eta: 5 days, 9:54:01, time: 0.788, data_time: 0.000, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6102, loss_cls: 2.8188, loss: 2.8188, grad_norm: 2.6821 2020-07-28 21:20:31,285 - mmaction - INFO - Epoch [113][1040/3757] lr: 5.975e-02, eta: 5 days, 9:53:16, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6477, loss_cls: 2.7133, loss: 2.7133, grad_norm: 2.6341 2020-07-28 21:20:47,133 - mmaction - INFO - Epoch [113][1060/3757] lr: 5.975e-02, eta: 5 days, 9:52:34, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6141, loss_cls: 2.8372, loss: 2.8372, grad_norm: 2.6707 2020-07-28 21:21:02,899 - mmaction - INFO - Epoch [113][1080/3757] lr: 5.975e-02, eta: 5 days, 9:51:49, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6195, loss_cls: 2.9046, loss: 2.9046, grad_norm: 2.7252 2020-07-28 21:21:18,845 - mmaction - INFO - Epoch [113][1100/3757] lr: 5.975e-02, eta: 5 days, 9:51:09, time: 0.799, data_time: 0.002, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6211, loss_cls: 2.8234, loss: 2.8234, grad_norm: 2.6466 2020-07-28 21:21:34,606 - mmaction - INFO - Epoch [113][1120/3757] lr: 5.975e-02, eta: 5 days, 9:50:24, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6266, loss_cls: 2.7882, loss: 2.7882, grad_norm: 2.6639 2020-07-28 21:21:50,465 - mmaction - INFO - Epoch [113][1140/3757] lr: 5.975e-02, eta: 5 days, 9:49:42, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6289, loss_cls: 2.8207, loss: 2.8207, grad_norm: 2.6613 2020-07-28 21:22:06,457 - mmaction - INFO - Epoch [113][1160/3757] lr: 5.975e-02, eta: 5 days, 9:49:02, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6203, loss_cls: 2.7636, loss: 2.7636, grad_norm: 2.6814 2020-07-28 21:22:22,277 - mmaction - INFO - Epoch [113][1180/3757] lr: 5.975e-02, eta: 5 days, 9:48:18, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6125, loss_cls: 2.8538, loss: 2.8538, grad_norm: 2.6604 2020-07-28 21:22:38,183 - mmaction - INFO - Epoch [113][1200/3757] lr: 5.975e-02, eta: 5 days, 9:47:37, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6398, loss_cls: 2.7491, loss: 2.7491, grad_norm: 2.7456 2020-07-28 21:22:54,064 - mmaction - INFO - Epoch [113][1220/3757] lr: 5.975e-02, eta: 5 days, 9:46:55, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6320, loss_cls: 2.8277, loss: 2.8277, grad_norm: 2.7937 2020-07-28 21:23:10,061 - mmaction - INFO - Epoch [113][1240/3757] lr: 5.975e-02, eta: 5 days, 9:46:15, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6086, loss_cls: 2.9245, loss: 2.9245, grad_norm: 2.7521 2020-07-28 21:23:25,847 - mmaction - INFO - Epoch [113][1260/3757] lr: 5.975e-02, eta: 5 days, 9:45:32, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3422, top5_acc: 0.6141, loss_cls: 2.9578, loss: 2.9578, grad_norm: 2.6830 2020-07-28 21:23:41,680 - mmaction - INFO - Epoch [113][1280/3757] lr: 5.975e-02, eta: 5 days, 9:44:49, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6359, loss_cls: 2.7625, loss: 2.7625, grad_norm: 2.6577 2020-07-28 21:23:57,475 - mmaction - INFO - Epoch [113][1300/3757] lr: 5.975e-02, eta: 5 days, 9:44:05, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6422, loss_cls: 2.7611, loss: 2.7611, grad_norm: 2.6831 2020-07-28 21:24:13,281 - mmaction - INFO - Epoch [113][1320/3757] lr: 5.975e-02, eta: 5 days, 9:43:22, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6359, loss_cls: 2.8948, loss: 2.8948, grad_norm: 2.6366 2020-07-28 21:24:29,119 - mmaction - INFO - Epoch [113][1340/3757] lr: 5.975e-02, eta: 5 days, 9:42:40, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6156, loss_cls: 2.8573, loss: 2.8573, grad_norm: 2.7230 2020-07-28 21:24:44,901 - mmaction - INFO - Epoch [113][1360/3757] lr: 5.975e-02, eta: 5 days, 9:41:56, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6094, loss_cls: 2.9481, loss: 2.9481, grad_norm: 2.6317 2020-07-28 21:25:00,764 - mmaction - INFO - Epoch [113][1380/3757] lr: 5.975e-02, eta: 5 days, 9:41:14, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6391, loss_cls: 2.8416, loss: 2.8416, grad_norm: 2.6614 2020-07-28 21:25:16,724 - mmaction - INFO - Epoch [113][1400/3757] lr: 5.975e-02, eta: 5 days, 9:40:34, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6008, loss_cls: 2.8687, loss: 2.8687, grad_norm: 2.6779 2020-07-28 21:25:32,576 - mmaction - INFO - Epoch [113][1420/3757] lr: 5.975e-02, eta: 5 days, 9:39:52, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6133, loss_cls: 2.9329, loss: 2.9329, grad_norm: 2.7124 2020-07-28 21:25:48,467 - mmaction - INFO - Epoch [113][1440/3757] lr: 5.975e-02, eta: 5 days, 9:39:10, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6477, loss_cls: 2.7588, loss: 2.7588, grad_norm: 2.6665 2020-07-28 21:26:04,300 - mmaction - INFO - Epoch [113][1460/3757] lr: 5.975e-02, eta: 5 days, 9:38:27, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6031, loss_cls: 2.8913, loss: 2.8913, grad_norm: 2.7032 2020-07-28 21:26:20,152 - mmaction - INFO - Epoch [113][1480/3757] lr: 5.975e-02, eta: 5 days, 9:37:46, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6203, loss_cls: 2.8280, loss: 2.8280, grad_norm: 2.6345 2020-07-28 21:26:35,892 - mmaction - INFO - Epoch [113][1500/3757] lr: 5.975e-02, eta: 5 days, 9:37:02, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6305, loss_cls: 2.8310, loss: 2.8310, grad_norm: 2.6655 2020-07-28 21:26:51,860 - mmaction - INFO - Epoch [113][1520/3757] lr: 5.975e-02, eta: 5 days, 9:36:22, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6258, loss_cls: 2.8093, loss: 2.8093, grad_norm: 2.6864 2020-07-28 21:27:07,908 - mmaction - INFO - Epoch [113][1540/3757] lr: 5.975e-02, eta: 5 days, 9:35:43, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6398, loss_cls: 2.7627, loss: 2.7627, grad_norm: 2.6009 2020-07-28 21:27:23,671 - mmaction - INFO - Epoch [113][1560/3757] lr: 5.975e-02, eta: 5 days, 9:35:00, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6375, loss_cls: 2.7509, loss: 2.7509, grad_norm: 2.6267 2020-07-28 21:27:39,517 - mmaction - INFO - Epoch [113][1580/3757] lr: 5.975e-02, eta: 5 days, 9:34:18, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6406, loss_cls: 2.8030, loss: 2.8030, grad_norm: 2.6868 2020-07-28 21:27:55,608 - mmaction - INFO - Epoch [113][1600/3757] lr: 5.975e-02, eta: 5 days, 9:33:39, time: 0.803, data_time: 0.001, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6258, loss_cls: 2.8183, loss: 2.8183, grad_norm: 2.6402 2020-07-28 21:28:11,380 - mmaction - INFO - Epoch [113][1620/3757] lr: 5.975e-02, eta: 5 days, 9:32:57, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6117, loss_cls: 2.8940, loss: 2.8940, grad_norm: 2.7354 2020-07-28 21:28:27,093 - mmaction - INFO - Epoch [113][1640/3757] lr: 5.975e-02, eta: 5 days, 9:32:12, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6234, loss_cls: 2.8044, loss: 2.8044, grad_norm: 2.6934 2020-07-28 21:28:42,952 - mmaction - INFO - Epoch [113][1660/3757] lr: 5.975e-02, eta: 5 days, 9:31:31, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6383, loss_cls: 2.7789, loss: 2.7789, grad_norm: 2.6933 2020-07-28 21:28:58,781 - mmaction - INFO - Epoch [113][1680/3757] lr: 5.975e-02, eta: 5 days, 9:30:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6023, loss_cls: 2.9290, loss: 2.9290, grad_norm: 2.7047 2020-07-28 21:29:14,621 - mmaction - INFO - Epoch [113][1700/3757] lr: 5.975e-02, eta: 5 days, 9:30:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6258, loss_cls: 2.7863, loss: 2.7863, grad_norm: 2.5924 2020-07-28 21:29:30,493 - mmaction - INFO - Epoch [113][1720/3757] lr: 5.975e-02, eta: 5 days, 9:29:25, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6141, loss_cls: 2.8677, loss: 2.8677, grad_norm: 2.7194 2020-07-28 21:29:46,244 - mmaction - INFO - Epoch [113][1740/3757] lr: 5.975e-02, eta: 5 days, 9:28:42, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6086, loss_cls: 2.9400, loss: 2.9400, grad_norm: 2.6960 2020-07-28 21:30:02,181 - mmaction - INFO - Epoch [113][1760/3757] lr: 5.975e-02, eta: 5 days, 9:28:01, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6125, loss_cls: 2.8420, loss: 2.8420, grad_norm: 2.5804 2020-07-28 21:30:18,010 - mmaction - INFO - Epoch [113][1780/3757] lr: 5.975e-02, eta: 5 days, 9:27:20, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6336, loss_cls: 2.8299, loss: 2.8299, grad_norm: 2.6795 2020-07-28 21:30:33,791 - mmaction - INFO - Epoch [113][1800/3757] lr: 5.975e-02, eta: 5 days, 9:26:37, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6227, loss_cls: 2.8395, loss: 2.8395, grad_norm: 2.7311 2020-07-28 21:30:50,542 - mmaction - INFO - Epoch [113][1820/3757] lr: 5.975e-02, eta: 5 days, 9:26:11, time: 0.838, data_time: 0.051, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6289, loss_cls: 2.8310, loss: 2.8310, grad_norm: 2.6604 2020-07-28 21:31:11,413 - mmaction - INFO - Epoch [113][1840/3757] lr: 5.975e-02, eta: 5 days, 9:26:54, time: 1.043, data_time: 0.210, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6188, loss_cls: 2.8918, loss: 2.8918, grad_norm: 2.7167 2020-07-28 21:31:27,601 - mmaction - INFO - Epoch [113][1860/3757] lr: 5.975e-02, eta: 5 days, 9:26:18, time: 0.809, data_time: 0.008, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6164, loss_cls: 2.9227, loss: 2.9227, grad_norm: 2.6792 2020-07-28 21:31:43,734 - mmaction - INFO - Epoch [113][1880/3757] lr: 5.975e-02, eta: 5 days, 9:25:42, time: 0.807, data_time: 0.009, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6211, loss_cls: 2.8556, loss: 2.8556, grad_norm: 2.6628 2020-07-28 21:31:59,811 - mmaction - INFO - Epoch [113][1900/3757] lr: 5.975e-02, eta: 5 days, 9:25:04, time: 0.803, data_time: 0.016, memory: 6192, top1_acc: 0.3500, top5_acc: 0.5820, loss_cls: 2.9843, loss: 2.9843, grad_norm: 2.7834 2020-07-28 21:32:16,230 - mmaction - INFO - Epoch [113][1920/3757] lr: 5.975e-02, eta: 5 days, 9:24:31, time: 0.820, data_time: 0.028, memory: 6192, top1_acc: 0.3461, top5_acc: 0.6141, loss_cls: 2.9311, loss: 2.9311, grad_norm: 2.7382 2020-07-28 21:32:32,142 - mmaction - INFO - Epoch [113][1940/3757] lr: 5.975e-02, eta: 5 days, 9:23:51, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6156, loss_cls: 2.7954, loss: 2.7954, grad_norm: 2.6539 2020-07-28 21:32:47,880 - mmaction - INFO - Epoch [113][1960/3757] lr: 5.975e-02, eta: 5 days, 9:23:08, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6266, loss_cls: 2.8870, loss: 2.8870, grad_norm: 2.6884 2020-07-28 21:33:03,672 - mmaction - INFO - Epoch [113][1980/3757] lr: 5.975e-02, eta: 5 days, 9:22:26, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6164, loss_cls: 2.8992, loss: 2.8992, grad_norm: 2.6967 2020-07-28 21:33:19,483 - mmaction - INFO - Epoch [113][2000/3757] lr: 5.975e-02, eta: 5 days, 9:21:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6195, loss_cls: 2.8689, loss: 2.8689, grad_norm: 2.7324 2020-07-28 21:33:35,281 - mmaction - INFO - Epoch [113][2020/3757] lr: 5.975e-02, eta: 5 days, 9:21:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.5992, loss_cls: 2.9078, loss: 2.9078, grad_norm: 2.7106 2020-07-28 21:33:51,098 - mmaction - INFO - Epoch [113][2040/3757] lr: 5.975e-02, eta: 5 days, 9:20:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6164, loss_cls: 2.8526, loss: 2.8526, grad_norm: 2.7394 2020-07-28 21:34:06,923 - mmaction - INFO - Epoch [113][2060/3757] lr: 5.975e-02, eta: 5 days, 9:19:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6117, loss_cls: 2.9381, loss: 2.9381, grad_norm: 2.6564 2020-07-28 21:34:22,833 - mmaction - INFO - Epoch [113][2080/3757] lr: 5.975e-02, eta: 5 days, 9:18:58, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3461, top5_acc: 0.5977, loss_cls: 2.9346, loss: 2.9346, grad_norm: 2.7033 2020-07-28 21:34:38,775 - mmaction - INFO - Epoch [113][2100/3757] lr: 5.975e-02, eta: 5 days, 9:18:18, time: 0.798, data_time: 0.010, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6227, loss_cls: 2.8115, loss: 2.8115, grad_norm: 2.6874 2020-07-28 21:34:54,693 - mmaction - INFO - Epoch [113][2120/3757] lr: 5.975e-02, eta: 5 days, 9:17:38, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6195, loss_cls: 2.8516, loss: 2.8516, grad_norm: 2.7435 2020-07-28 21:35:10,430 - mmaction - INFO - Epoch [113][2140/3757] lr: 5.975e-02, eta: 5 days, 9:16:55, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6438, loss_cls: 2.7846, loss: 2.7846, grad_norm: 2.6333 2020-07-28 21:35:26,255 - mmaction - INFO - Epoch [113][2160/3757] lr: 5.975e-02, eta: 5 days, 9:16:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6203, loss_cls: 2.7857, loss: 2.7857, grad_norm: 2.7023 2020-07-28 21:35:42,152 - mmaction - INFO - Epoch [113][2180/3757] lr: 5.975e-02, eta: 5 days, 9:15:33, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6367, loss_cls: 2.8054, loss: 2.8054, grad_norm: 2.6226 2020-07-28 21:35:58,343 - mmaction - INFO - Epoch [113][2200/3757] lr: 5.975e-02, eta: 5 days, 9:14:58, time: 0.810, data_time: 0.025, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6250, loss_cls: 2.8496, loss: 2.8496, grad_norm: 2.6551 2020-07-28 21:36:14,504 - mmaction - INFO - Epoch [113][2220/3757] lr: 5.975e-02, eta: 5 days, 9:14:22, time: 0.808, data_time: 0.021, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6375, loss_cls: 2.8679, loss: 2.8679, grad_norm: 2.7733 2020-07-28 21:36:30,662 - mmaction - INFO - Epoch [113][2240/3757] lr: 5.975e-02, eta: 5 days, 9:13:46, time: 0.808, data_time: 0.019, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6055, loss_cls: 2.9554, loss: 2.9554, grad_norm: 2.7293 2020-07-28 21:36:46,434 - mmaction - INFO - Epoch [113][2260/3757] lr: 5.975e-02, eta: 5 days, 9:13:04, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3445, top5_acc: 0.6039, loss_cls: 2.9297, loss: 2.9297, grad_norm: 2.6582 2020-07-28 21:37:02,288 - mmaction - INFO - Epoch [113][2280/3757] lr: 5.975e-02, eta: 5 days, 9:12:24, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6430, loss_cls: 2.8094, loss: 2.8094, grad_norm: 2.6754 2020-07-28 21:37:18,075 - mmaction - INFO - Epoch [113][2300/3757] lr: 5.975e-02, eta: 5 days, 9:11:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6117, loss_cls: 2.8629, loss: 2.8629, grad_norm: 2.6525 2020-07-28 21:37:33,850 - mmaction - INFO - Epoch [113][2320/3757] lr: 5.975e-02, eta: 5 days, 9:11:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6016, loss_cls: 2.9536, loss: 2.9536, grad_norm: 2.7123 2020-07-28 21:37:49,677 - mmaction - INFO - Epoch [113][2340/3757] lr: 5.975e-02, eta: 5 days, 9:10:18, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6195, loss_cls: 2.8544, loss: 2.8544, grad_norm: 2.6761 2020-07-28 21:38:05,467 - mmaction - INFO - Epoch [113][2360/3757] lr: 5.975e-02, eta: 5 days, 9:09:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6188, loss_cls: 2.7779, loss: 2.7779, grad_norm: 2.6817 2020-07-28 21:38:21,243 - mmaction - INFO - Epoch [113][2380/3757] lr: 5.975e-02, eta: 5 days, 9:08:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6141, loss_cls: 2.8197, loss: 2.8197, grad_norm: 2.7102 2020-07-28 21:38:37,035 - mmaction - INFO - Epoch [113][2400/3757] lr: 5.975e-02, eta: 5 days, 9:08:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6023, loss_cls: 2.9407, loss: 2.9407, grad_norm: 2.7673 2020-07-28 21:38:52,863 - mmaction - INFO - Epoch [113][2420/3757] lr: 5.975e-02, eta: 5 days, 9:07:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.8192, loss: 2.8192, grad_norm: 2.5846 2020-07-28 21:39:08,663 - mmaction - INFO - Epoch [113][2440/3757] lr: 5.975e-02, eta: 5 days, 9:06:50, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6203, loss_cls: 2.8984, loss: 2.8984, grad_norm: 2.6401 2020-07-28 21:39:24,481 - mmaction - INFO - Epoch [113][2460/3757] lr: 5.975e-02, eta: 5 days, 9:06:09, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6195, loss_cls: 2.8116, loss: 2.8116, grad_norm: 2.6630 2020-07-28 21:39:40,341 - mmaction - INFO - Epoch [113][2480/3757] lr: 5.975e-02, eta: 5 days, 9:05:28, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6352, loss_cls: 2.8006, loss: 2.8006, grad_norm: 2.6814 2020-07-28 21:39:56,123 - mmaction - INFO - Epoch [113][2500/3757] lr: 5.975e-02, eta: 5 days, 9:04:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6188, loss_cls: 2.9059, loss: 2.9059, grad_norm: 2.7175 2020-07-28 21:40:15,833 - mmaction - INFO - Epoch [113][2520/3757] lr: 5.975e-02, eta: 5 days, 9:05:10, time: 0.986, data_time: 0.030, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6133, loss_cls: 2.8969, loss: 2.8969, grad_norm: 2.6525 2020-07-28 21:40:34,208 - mmaction - INFO - Epoch [113][2540/3757] lr: 5.975e-02, eta: 5 days, 9:05:11, time: 0.918, data_time: 0.104, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6203, loss_cls: 2.8481, loss: 2.8481, grad_norm: 2.6149 2020-07-28 21:40:50,669 - mmaction - INFO - Epoch [113][2560/3757] lr: 5.975e-02, eta: 5 days, 9:04:41, time: 0.823, data_time: 0.021, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6180, loss_cls: 2.8458, loss: 2.8458, grad_norm: 2.6767 2020-07-28 21:41:06,494 - mmaction - INFO - Epoch [113][2580/3757] lr: 5.975e-02, eta: 5 days, 9:04:00, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6289, loss_cls: 2.7823, loss: 2.7823, grad_norm: 2.6622 2020-07-28 21:41:22,589 - mmaction - INFO - Epoch [113][2600/3757] lr: 5.975e-02, eta: 5 days, 9:03:23, time: 0.805, data_time: 0.017, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6336, loss_cls: 2.7883, loss: 2.7883, grad_norm: 2.7343 2020-07-28 21:41:38,391 - mmaction - INFO - Epoch [113][2620/3757] lr: 5.975e-02, eta: 5 days, 9:02:42, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6031, loss_cls: 2.8831, loss: 2.8831, grad_norm: 2.7459 2020-07-28 21:41:54,232 - mmaction - INFO - Epoch [113][2640/3757] lr: 5.975e-02, eta: 5 days, 9:02:02, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6109, loss_cls: 2.8505, loss: 2.8505, grad_norm: 2.7252 2020-07-28 21:42:10,066 - mmaction - INFO - Epoch [113][2660/3757] lr: 5.975e-02, eta: 5 days, 9:01:21, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6242, loss_cls: 2.8676, loss: 2.8676, grad_norm: 2.6672 2020-07-28 21:42:25,827 - mmaction - INFO - Epoch [113][2680/3757] lr: 5.975e-02, eta: 5 days, 9:00:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6203, loss_cls: 2.8374, loss: 2.8374, grad_norm: 2.6656 2020-07-28 21:42:41,634 - mmaction - INFO - Epoch [113][2700/3757] lr: 5.975e-02, eta: 5 days, 8:59:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6078, loss_cls: 2.9070, loss: 2.9070, grad_norm: 2.6976 2020-07-28 21:42:57,419 - mmaction - INFO - Epoch [113][2720/3757] lr: 5.975e-02, eta: 5 days, 8:59:17, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6320, loss_cls: 2.7749, loss: 2.7749, grad_norm: 2.6828 2020-07-28 21:43:13,329 - mmaction - INFO - Epoch [113][2740/3757] lr: 5.975e-02, eta: 5 days, 8:58:37, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6430, loss_cls: 2.8120, loss: 2.8120, grad_norm: 2.7462 2020-07-28 21:43:29,124 - mmaction - INFO - Epoch [113][2760/3757] lr: 5.975e-02, eta: 5 days, 8:57:56, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6258, loss_cls: 2.8775, loss: 2.8775, grad_norm: 2.6730 2020-07-28 21:43:44,870 - mmaction - INFO - Epoch [113][2780/3757] lr: 5.975e-02, eta: 5 days, 8:57:14, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6273, loss_cls: 2.7920, loss: 2.7920, grad_norm: 2.6305 2020-07-28 21:44:00,703 - mmaction - INFO - Epoch [113][2800/3757] lr: 5.975e-02, eta: 5 days, 8:56:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6547, loss_cls: 2.7637, loss: 2.7637, grad_norm: 2.6531 2020-07-28 21:44:16,469 - mmaction - INFO - Epoch [113][2820/3757] lr: 5.975e-02, eta: 5 days, 8:55:52, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6102, loss_cls: 2.8738, loss: 2.8738, grad_norm: 2.6991 2020-07-28 21:44:32,258 - mmaction - INFO - Epoch [113][2840/3757] lr: 5.975e-02, eta: 5 days, 8:55:11, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6016, loss_cls: 2.9253, loss: 2.9253, grad_norm: 2.7148 2020-07-28 21:44:48,041 - mmaction - INFO - Epoch [113][2860/3757] lr: 5.975e-02, eta: 5 days, 8:54:30, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6250, loss_cls: 2.8048, loss: 2.8048, grad_norm: 2.7104 2020-07-28 21:45:03,846 - mmaction - INFO - Epoch [113][2880/3757] lr: 5.975e-02, eta: 5 days, 8:53:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6227, loss_cls: 2.8503, loss: 2.8503, grad_norm: 2.6807 2020-07-28 21:45:19,534 - mmaction - INFO - Epoch [113][2900/3757] lr: 5.975e-02, eta: 5 days, 8:53:06, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6094, loss_cls: 2.8537, loss: 2.8537, grad_norm: 2.6685 2020-07-28 21:45:35,684 - mmaction - INFO - Epoch [113][2920/3757] lr: 5.975e-02, eta: 5 days, 8:52:31, time: 0.808, data_time: 0.020, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6273, loss_cls: 2.8216, loss: 2.8216, grad_norm: 2.7616 2020-07-28 21:45:51,511 - mmaction - INFO - Epoch [113][2940/3757] lr: 5.975e-02, eta: 5 days, 8:51:51, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6195, loss_cls: 2.8494, loss: 2.8494, grad_norm: 2.7452 2020-07-28 21:46:07,297 - mmaction - INFO - Epoch [113][2960/3757] lr: 5.975e-02, eta: 5 days, 8:51:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6297, loss_cls: 2.8310, loss: 2.8310, grad_norm: 2.6642 2020-07-28 21:46:23,096 - mmaction - INFO - Epoch [113][2980/3757] lr: 5.975e-02, eta: 5 days, 8:50:29, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6156, loss_cls: 2.8344, loss: 2.8344, grad_norm: 2.5990 2020-07-28 21:46:38,870 - mmaction - INFO - Epoch [113][3000/3757] lr: 5.975e-02, eta: 5 days, 8:49:48, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6258, loss_cls: 2.8046, loss: 2.8046, grad_norm: 2.6213 2020-07-28 21:46:54,648 - mmaction - INFO - Epoch [113][3020/3757] lr: 5.975e-02, eta: 5 days, 8:49:07, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6266, loss_cls: 2.8389, loss: 2.8389, grad_norm: 2.7384 2020-07-28 21:47:10,423 - mmaction - INFO - Epoch [113][3040/3757] lr: 5.975e-02, eta: 5 days, 8:48:26, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6367, loss_cls: 2.8176, loss: 2.8176, grad_norm: 2.6761 2020-07-28 21:47:26,248 - mmaction - INFO - Epoch [113][3060/3757] lr: 5.975e-02, eta: 5 days, 8:47:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6258, loss_cls: 2.8450, loss: 2.8450, grad_norm: 2.6840 2020-07-28 21:47:42,084 - mmaction - INFO - Epoch [113][3080/3757] lr: 5.975e-02, eta: 5 days, 8:47:06, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6188, loss_cls: 2.8404, loss: 2.8404, grad_norm: 2.7166 2020-07-28 21:47:57,904 - mmaction - INFO - Epoch [113][3100/3757] lr: 5.975e-02, eta: 5 days, 8:46:26, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6406, loss_cls: 2.8151, loss: 2.8151, grad_norm: 2.6313 2020-07-28 21:48:13,740 - mmaction - INFO - Epoch [113][3120/3757] lr: 5.975e-02, eta: 5 days, 8:45:46, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6227, loss_cls: 2.9082, loss: 2.9082, grad_norm: 2.6839 2020-07-28 21:48:29,593 - mmaction - INFO - Epoch [113][3140/3757] lr: 5.975e-02, eta: 5 days, 8:45:06, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6156, loss_cls: 2.8724, loss: 2.8724, grad_norm: 2.6363 2020-07-28 21:48:45,382 - mmaction - INFO - Epoch [113][3160/3757] lr: 5.975e-02, eta: 5 days, 8:44:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6391, loss_cls: 2.7789, loss: 2.7789, grad_norm: 2.6554 2020-07-28 21:49:01,197 - mmaction - INFO - Epoch [113][3180/3757] lr: 5.975e-02, eta: 5 days, 8:43:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3320, top5_acc: 0.5984, loss_cls: 3.0059, loss: 3.0059, grad_norm: 2.7497 2020-07-28 21:49:17,034 - mmaction - INFO - Epoch [113][3200/3757] lr: 5.975e-02, eta: 5 days, 8:43:05, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6180, loss_cls: 2.8308, loss: 2.8308, grad_norm: 2.5964 2020-07-28 21:49:32,862 - mmaction - INFO - Epoch [113][3220/3757] lr: 5.975e-02, eta: 5 days, 8:42:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6359, loss_cls: 2.7731, loss: 2.7731, grad_norm: 2.6968 2020-07-28 21:49:48,702 - mmaction - INFO - Epoch [113][3240/3757] lr: 5.975e-02, eta: 5 days, 8:41:46, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6094, loss_cls: 2.8739, loss: 2.8739, grad_norm: 2.7233 2020-07-28 21:50:04,484 - mmaction - INFO - Epoch [113][3260/3757] lr: 5.975e-02, eta: 5 days, 8:41:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.5984, loss_cls: 2.9135, loss: 2.9135, grad_norm: 2.6709 2020-07-28 21:50:20,192 - mmaction - INFO - Epoch [113][3280/3757] lr: 5.975e-02, eta: 5 days, 8:40:23, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6086, loss_cls: 2.9144, loss: 2.9144, grad_norm: 2.6715 2020-07-28 21:50:36,003 - mmaction - INFO - Epoch [113][3300/3757] lr: 5.975e-02, eta: 5 days, 8:39:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3430, top5_acc: 0.5859, loss_cls: 3.0095, loss: 3.0095, grad_norm: 2.7036 2020-07-28 21:50:51,794 - mmaction - INFO - Epoch [113][3320/3757] lr: 5.975e-02, eta: 5 days, 8:39:03, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6180, loss_cls: 2.8914, loss: 2.8914, grad_norm: 2.5590 2020-07-28 21:51:07,556 - mmaction - INFO - Epoch [113][3340/3757] lr: 5.975e-02, eta: 5 days, 8:38:22, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6180, loss_cls: 2.8441, loss: 2.8441, grad_norm: 2.7077 2020-07-28 21:51:23,338 - mmaction - INFO - Epoch [113][3360/3757] lr: 5.975e-02, eta: 5 days, 8:37:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6086, loss_cls: 2.8695, loss: 2.8695, grad_norm: 2.5976 2020-07-28 21:51:39,272 - mmaction - INFO - Epoch [113][3380/3757] lr: 5.975e-02, eta: 5 days, 8:37:04, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6484, loss_cls: 2.7057, loss: 2.7057, grad_norm: 2.6302 2020-07-28 21:51:55,507 - mmaction - INFO - Epoch [113][3400/3757] lr: 5.975e-02, eta: 5 days, 8:36:30, time: 0.812, data_time: 0.005, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6391, loss_cls: 2.8469, loss: 2.8469, grad_norm: 2.6455 2020-07-28 21:52:11,302 - mmaction - INFO - Epoch [113][3420/3757] lr: 5.975e-02, eta: 5 days, 8:35:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6359, loss_cls: 2.8417, loss: 2.8417, grad_norm: 2.7291 2020-07-28 21:52:27,123 - mmaction - INFO - Epoch [113][3440/3757] lr: 5.975e-02, eta: 5 days, 8:35:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6391, loss_cls: 2.7982, loss: 2.7982, grad_norm: 2.6388 2020-07-28 21:52:42,901 - mmaction - INFO - Epoch [113][3460/3757] lr: 5.975e-02, eta: 5 days, 8:34:30, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6211, loss_cls: 2.9272, loss: 2.9272, grad_norm: 2.6197 2020-07-28 21:52:58,729 - mmaction - INFO - Epoch [113][3480/3757] lr: 5.975e-02, eta: 5 days, 8:33:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3625, top5_acc: 0.5969, loss_cls: 2.9299, loss: 2.9299, grad_norm: 2.6609 2020-07-28 21:53:14,672 - mmaction - INFO - Epoch [113][3500/3757] lr: 5.975e-02, eta: 5 days, 8:33:13, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6211, loss_cls: 2.8298, loss: 2.8298, grad_norm: 2.7072 2020-07-28 21:53:30,456 - mmaction - INFO - Epoch [113][3520/3757] lr: 5.975e-02, eta: 5 days, 8:32:33, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6117, loss_cls: 2.8932, loss: 2.8932, grad_norm: 2.6308 2020-07-28 21:53:46,255 - mmaction - INFO - Epoch [113][3540/3757] lr: 5.975e-02, eta: 5 days, 8:31:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6148, loss_cls: 2.9193, loss: 2.9193, grad_norm: 2.7064 2020-07-28 21:54:02,071 - mmaction - INFO - Epoch [113][3560/3757] lr: 5.975e-02, eta: 5 days, 8:31:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6148, loss_cls: 2.8833, loss: 2.8833, grad_norm: 2.6839 2020-07-28 21:54:17,902 - mmaction - INFO - Epoch [113][3580/3757] lr: 5.975e-02, eta: 5 days, 8:30:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3664, top5_acc: 0.5977, loss_cls: 2.9757, loss: 2.9757, grad_norm: 2.7557 2020-07-28 21:54:33,699 - mmaction - INFO - Epoch [113][3600/3757] lr: 5.975e-02, eta: 5 days, 8:29:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6008, loss_cls: 2.8862, loss: 2.8862, grad_norm: 2.6196 2020-07-28 21:54:49,525 - mmaction - INFO - Epoch [113][3620/3757] lr: 5.975e-02, eta: 5 days, 8:29:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6250, loss_cls: 2.8390, loss: 2.8390, grad_norm: 2.6739 2020-07-28 21:55:05,379 - mmaction - INFO - Epoch [113][3640/3757] lr: 5.975e-02, eta: 5 days, 8:28:35, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6414, loss_cls: 2.7894, loss: 2.7894, grad_norm: 2.6174 2020-07-28 21:55:21,103 - mmaction - INFO - Epoch [113][3660/3757] lr: 5.975e-02, eta: 5 days, 8:27:55, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6383, loss_cls: 2.8564, loss: 2.8564, grad_norm: 2.7760 2020-07-28 21:55:37,312 - mmaction - INFO - Epoch [113][3680/3757] lr: 5.975e-02, eta: 5 days, 8:27:21, time: 0.810, data_time: 0.017, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6250, loss_cls: 2.8612, loss: 2.8612, grad_norm: 2.7063 2020-07-28 21:55:53,144 - mmaction - INFO - Epoch [113][3700/3757] lr: 5.975e-02, eta: 5 days, 8:26:42, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6195, loss_cls: 2.8246, loss: 2.8246, grad_norm: 2.6882 2020-07-28 21:56:08,989 - mmaction - INFO - Epoch [113][3720/3757] lr: 5.975e-02, eta: 5 days, 8:26:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.9377, loss: 2.9377, grad_norm: 2.7185 2020-07-28 21:56:24,717 - mmaction - INFO - Epoch [113][3740/3757] lr: 5.975e-02, eta: 5 days, 8:25:22, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6148, loss_cls: 2.9437, loss: 2.9437, grad_norm: 2.7867 2020-07-28 22:01:30,802 - mmaction - INFO - Epoch [114][20/3757] lr: 5.915e-02, eta: 5 days, 9:29:51, time: 13.874, data_time: 12.859, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6234, loss_cls: 2.8465, loss: 2.8465, grad_norm: 2.6407 2020-07-28 22:01:46,576 - mmaction - INFO - Epoch [114][40/3757] lr: 5.915e-02, eta: 5 days, 9:29:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6164, loss_cls: 2.8684, loss: 2.8684, grad_norm: 2.6541 2020-07-28 22:02:02,396 - mmaction - INFO - Epoch [114][60/3757] lr: 5.915e-02, eta: 5 days, 9:28:28, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6352, loss_cls: 2.7799, loss: 2.7799, grad_norm: 2.6568 2020-07-28 22:02:18,194 - mmaction - INFO - Epoch [114][80/3757] lr: 5.915e-02, eta: 5 days, 9:27:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6273, loss_cls: 2.8445, loss: 2.8445, grad_norm: 2.7204 2020-07-28 22:02:34,077 - mmaction - INFO - Epoch [114][100/3757] lr: 5.915e-02, eta: 5 days, 9:27:05, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6430, loss_cls: 2.7317, loss: 2.7317, grad_norm: 2.6459 2020-07-28 22:02:49,894 - mmaction - INFO - Epoch [114][120/3757] lr: 5.915e-02, eta: 5 days, 9:26:23, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6469, loss_cls: 2.7470, loss: 2.7470, grad_norm: 2.7059 2020-07-28 22:03:05,739 - mmaction - INFO - Epoch [114][140/3757] lr: 5.915e-02, eta: 5 days, 9:25:42, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6641, loss_cls: 2.7173, loss: 2.7173, grad_norm: 2.6657 2020-07-28 22:03:21,654 - mmaction - INFO - Epoch [114][160/3757] lr: 5.915e-02, eta: 5 days, 9:25:02, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6570, loss_cls: 2.7305, loss: 2.7305, grad_norm: 2.7221 2020-07-28 22:03:37,470 - mmaction - INFO - Epoch [114][180/3757] lr: 5.915e-02, eta: 5 days, 9:24:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6547, loss_cls: 2.7287, loss: 2.7287, grad_norm: 2.7331 2020-07-28 22:03:53,261 - mmaction - INFO - Epoch [114][200/3757] lr: 5.915e-02, eta: 5 days, 9:23:38, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6336, loss_cls: 2.7080, loss: 2.7080, grad_norm: 2.6696 2020-07-28 22:04:09,141 - mmaction - INFO - Epoch [114][220/3757] lr: 5.915e-02, eta: 5 days, 9:22:58, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6367, loss_cls: 2.7937, loss: 2.7937, grad_norm: 2.7331 2020-07-28 22:04:25,039 - mmaction - INFO - Epoch [114][240/3757] lr: 5.915e-02, eta: 5 days, 9:22:17, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6281, loss_cls: 2.8404, loss: 2.8404, grad_norm: 2.6767 2020-07-28 22:04:41,340 - mmaction - INFO - Epoch [114][260/3757] lr: 5.915e-02, eta: 5 days, 9:21:44, time: 0.817, data_time: 0.033, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6156, loss_cls: 2.8061, loss: 2.8061, grad_norm: 2.6699 2020-07-28 22:04:57,118 - mmaction - INFO - Epoch [114][280/3757] lr: 5.915e-02, eta: 5 days, 9:21:02, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6438, loss_cls: 2.7462, loss: 2.7462, grad_norm: 2.6532 2020-07-28 22:05:13,003 - mmaction - INFO - Epoch [114][300/3757] lr: 5.915e-02, eta: 5 days, 9:20:21, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6445, loss_cls: 2.7285, loss: 2.7285, grad_norm: 2.6670 2020-07-28 22:05:28,752 - mmaction - INFO - Epoch [114][320/3757] lr: 5.915e-02, eta: 5 days, 9:19:39, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6062, loss_cls: 2.8696, loss: 2.8696, grad_norm: 2.6948 2020-07-28 22:05:44,648 - mmaction - INFO - Epoch [114][340/3757] lr: 5.915e-02, eta: 5 days, 9:18:59, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6016, loss_cls: 2.8933, loss: 2.8933, grad_norm: 2.7357 2020-07-28 22:06:00,465 - mmaction - INFO - Epoch [114][360/3757] lr: 5.915e-02, eta: 5 days, 9:18:18, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6039, loss_cls: 2.9150, loss: 2.9150, grad_norm: 2.6777 2020-07-28 22:06:16,292 - mmaction - INFO - Epoch [114][380/3757] lr: 5.915e-02, eta: 5 days, 9:17:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6336, loss_cls: 2.7932, loss: 2.7932, grad_norm: 2.5902 2020-07-28 22:06:32,146 - mmaction - INFO - Epoch [114][400/3757] lr: 5.915e-02, eta: 5 days, 9:16:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6281, loss_cls: 2.8454, loss: 2.8454, grad_norm: 2.6532 2020-07-28 22:06:48,465 - mmaction - INFO - Epoch [114][420/3757] lr: 5.915e-02, eta: 5 days, 9:16:23, time: 0.817, data_time: 0.028, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6305, loss_cls: 2.8478, loss: 2.8478, grad_norm: 2.6834 2020-07-28 22:07:04,292 - mmaction - INFO - Epoch [114][440/3757] lr: 5.915e-02, eta: 5 days, 9:15:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6250, loss_cls: 2.8085, loss: 2.8085, grad_norm: 2.6755 2020-07-28 22:07:20,496 - mmaction - INFO - Epoch [114][460/3757] lr: 5.915e-02, eta: 5 days, 9:15:06, time: 0.810, data_time: 0.023, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.8180, loss: 2.8180, grad_norm: 2.6999 2020-07-28 22:07:36,590 - mmaction - INFO - Epoch [114][480/3757] lr: 5.915e-02, eta: 5 days, 9:14:30, time: 0.805, data_time: 0.017, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6117, loss_cls: 2.8689, loss: 2.8689, grad_norm: 2.7984 2020-07-28 22:07:52,808 - mmaction - INFO - Epoch [114][500/3757] lr: 5.915e-02, eta: 5 days, 9:13:55, time: 0.811, data_time: 0.023, memory: 6192, top1_acc: 0.3641, top5_acc: 0.5992, loss_cls: 2.8871, loss: 2.8871, grad_norm: 2.7074 2020-07-28 22:08:08,898 - mmaction - INFO - Epoch [114][520/3757] lr: 5.915e-02, eta: 5 days, 9:13:18, time: 0.804, data_time: 0.014, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6156, loss_cls: 2.8822, loss: 2.8822, grad_norm: 2.6835 2020-07-28 22:08:25,081 - mmaction - INFO - Epoch [114][540/3757] lr: 5.915e-02, eta: 5 days, 9:12:43, time: 0.808, data_time: 0.021, memory: 6192, top1_acc: 0.3523, top5_acc: 0.5984, loss_cls: 2.9433, loss: 2.9433, grad_norm: 2.6854 2020-07-28 22:08:40,929 - mmaction - INFO - Epoch [114][560/3757] lr: 5.915e-02, eta: 5 days, 9:12:02, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6375, loss_cls: 2.7770, loss: 2.7770, grad_norm: 2.6522 2020-07-28 22:08:56,735 - mmaction - INFO - Epoch [114][580/3757] lr: 5.915e-02, eta: 5 days, 9:11:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6227, loss_cls: 2.8224, loss: 2.8224, grad_norm: 2.6530 2020-07-28 22:09:12,565 - mmaction - INFO - Epoch [114][600/3757] lr: 5.915e-02, eta: 5 days, 9:10:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 2.9293, loss: 2.9293, grad_norm: 2.7134 2020-07-28 22:09:28,444 - mmaction - INFO - Epoch [114][620/3757] lr: 5.915e-02, eta: 5 days, 9:10:00, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6133, loss_cls: 2.8519, loss: 2.8519, grad_norm: 2.6460 2020-07-28 22:09:44,278 - mmaction - INFO - Epoch [114][640/3757] lr: 5.915e-02, eta: 5 days, 9:09:20, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3422, top5_acc: 0.6086, loss_cls: 2.9371, loss: 2.9371, grad_norm: 2.6906 2020-07-28 22:10:00,125 - mmaction - INFO - Epoch [114][660/3757] lr: 5.915e-02, eta: 5 days, 9:08:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6273, loss_cls: 2.8464, loss: 2.8464, grad_norm: 2.7253 2020-07-28 22:10:15,940 - mmaction - INFO - Epoch [114][680/3757] lr: 5.915e-02, eta: 5 days, 9:07:58, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6164, loss_cls: 2.9211, loss: 2.9211, grad_norm: 2.6709 2020-07-28 22:10:31,716 - mmaction - INFO - Epoch [114][700/3757] lr: 5.915e-02, eta: 5 days, 9:07:17, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6164, loss_cls: 2.8932, loss: 2.8932, grad_norm: 2.6128 2020-07-28 22:10:47,575 - mmaction - INFO - Epoch [114][720/3757] lr: 5.915e-02, eta: 5 days, 9:06:37, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6258, loss_cls: 2.8003, loss: 2.8003, grad_norm: 2.6540 2020-07-28 22:11:03,400 - mmaction - INFO - Epoch [114][740/3757] lr: 5.915e-02, eta: 5 days, 9:05:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6148, loss_cls: 2.8045, loss: 2.8045, grad_norm: 2.6923 2020-07-28 22:11:19,508 - mmaction - INFO - Epoch [114][760/3757] lr: 5.915e-02, eta: 5 days, 9:05:20, time: 0.805, data_time: 0.013, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6086, loss_cls: 2.8635, loss: 2.8635, grad_norm: 2.6543 2020-07-28 22:11:35,707 - mmaction - INFO - Epoch [114][780/3757] lr: 5.915e-02, eta: 5 days, 9:04:45, time: 0.809, data_time: 0.022, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6188, loss_cls: 2.8430, loss: 2.8430, grad_norm: 2.6924 2020-07-28 22:11:51,865 - mmaction - INFO - Epoch [114][800/3757] lr: 5.915e-02, eta: 5 days, 9:04:10, time: 0.809, data_time: 0.023, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6555, loss_cls: 2.7437, loss: 2.7437, grad_norm: 2.6847 2020-07-28 22:12:08,035 - mmaction - INFO - Epoch [114][820/3757] lr: 5.915e-02, eta: 5 days, 9:03:35, time: 0.809, data_time: 0.022, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6148, loss_cls: 2.8895, loss: 2.8895, grad_norm: 2.7368 2020-07-28 22:12:24,306 - mmaction - INFO - Epoch [114][840/3757] lr: 5.915e-02, eta: 5 days, 9:03:01, time: 0.813, data_time: 0.023, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6094, loss_cls: 2.9218, loss: 2.9218, grad_norm: 2.7096 2020-07-28 22:12:40,159 - mmaction - INFO - Epoch [114][860/3757] lr: 5.915e-02, eta: 5 days, 9:02:21, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6453, loss_cls: 2.7696, loss: 2.7696, grad_norm: 2.5801 2020-07-28 22:12:55,981 - mmaction - INFO - Epoch [114][880/3757] lr: 5.915e-02, eta: 5 days, 9:01:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6273, loss_cls: 2.8819, loss: 2.8819, grad_norm: 2.7050 2020-07-28 22:13:11,760 - mmaction - INFO - Epoch [114][900/3757] lr: 5.915e-02, eta: 5 days, 9:00:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6234, loss_cls: 2.8748, loss: 2.8748, grad_norm: 2.7391 2020-07-28 22:13:27,618 - mmaction - INFO - Epoch [114][920/3757] lr: 5.915e-02, eta: 5 days, 9:00:20, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6164, loss_cls: 2.8638, loss: 2.8638, grad_norm: 2.7135 2020-07-28 22:13:43,435 - mmaction - INFO - Epoch [114][940/3757] lr: 5.915e-02, eta: 5 days, 8:59:39, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6258, loss_cls: 2.7227, loss: 2.7227, grad_norm: 2.7459 2020-07-28 22:13:59,229 - mmaction - INFO - Epoch [114][960/3757] lr: 5.915e-02, eta: 5 days, 8:58:58, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6188, loss_cls: 2.8760, loss: 2.8760, grad_norm: 2.6889 2020-07-28 22:14:15,108 - mmaction - INFO - Epoch [114][980/3757] lr: 5.915e-02, eta: 5 days, 8:58:19, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6344, loss_cls: 2.7789, loss: 2.7789, grad_norm: 2.6498 2020-07-28 22:14:31,486 - mmaction - INFO - Epoch [114][1000/3757] lr: 5.915e-02, eta: 5 days, 8:57:47, time: 0.818, data_time: 0.033, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6141, loss_cls: 2.9158, loss: 2.9158, grad_norm: 2.7937 2020-07-28 22:14:47,369 - mmaction - INFO - Epoch [114][1020/3757] lr: 5.915e-02, eta: 5 days, 8:57:07, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6164, loss_cls: 2.8970, loss: 2.8970, grad_norm: 2.6510 2020-07-28 22:15:03,150 - mmaction - INFO - Epoch [114][1040/3757] lr: 5.915e-02, eta: 5 days, 8:56:26, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6180, loss_cls: 2.8605, loss: 2.8605, grad_norm: 2.6375 2020-07-28 22:15:18,894 - mmaction - INFO - Epoch [114][1060/3757] lr: 5.915e-02, eta: 5 days, 8:55:45, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6117, loss_cls: 2.9075, loss: 2.9075, grad_norm: 2.6667 2020-07-28 22:15:34,688 - mmaction - INFO - Epoch [114][1080/3757] lr: 5.915e-02, eta: 5 days, 8:55:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6086, loss_cls: 2.8496, loss: 2.8496, grad_norm: 2.7377 2020-07-28 22:15:50,574 - mmaction - INFO - Epoch [114][1100/3757] lr: 5.915e-02, eta: 5 days, 8:54:25, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6078, loss_cls: 2.9381, loss: 2.9381, grad_norm: 2.6967 2020-07-28 22:16:06,746 - mmaction - INFO - Epoch [114][1120/3757] lr: 5.915e-02, eta: 5 days, 8:53:51, time: 0.809, data_time: 0.018, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6211, loss_cls: 2.8972, loss: 2.8972, grad_norm: 2.7538 2020-07-28 22:16:22,516 - mmaction - INFO - Epoch [114][1140/3757] lr: 5.915e-02, eta: 5 days, 8:53:10, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6219, loss_cls: 2.8227, loss: 2.8227, grad_norm: 2.6599 2020-07-28 22:16:38,369 - mmaction - INFO - Epoch [114][1160/3757] lr: 5.915e-02, eta: 5 days, 8:52:30, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 2.8617, loss: 2.8617, grad_norm: 2.6458 2020-07-28 22:16:54,137 - mmaction - INFO - Epoch [114][1180/3757] lr: 5.915e-02, eta: 5 days, 8:51:49, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6016, loss_cls: 2.8942, loss: 2.8942, grad_norm: 2.6503 2020-07-28 22:17:09,984 - mmaction - INFO - Epoch [114][1200/3757] lr: 5.915e-02, eta: 5 days, 8:51:09, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6320, loss_cls: 2.7846, loss: 2.7846, grad_norm: 2.6628 2020-07-28 22:17:25,794 - mmaction - INFO - Epoch [114][1220/3757] lr: 5.915e-02, eta: 5 days, 8:50:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6352, loss_cls: 2.7408, loss: 2.7408, grad_norm: 2.6875 2020-07-28 22:17:41,954 - mmaction - INFO - Epoch [114][1240/3757] lr: 5.915e-02, eta: 5 days, 8:49:54, time: 0.809, data_time: 0.020, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6391, loss_cls: 2.7668, loss: 2.7668, grad_norm: 2.7536 2020-07-28 22:17:57,792 - mmaction - INFO - Epoch [114][1260/3757] lr: 5.915e-02, eta: 5 days, 8:49:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6195, loss_cls: 2.8309, loss: 2.8309, grad_norm: 2.7472 2020-07-28 22:18:13,599 - mmaction - INFO - Epoch [114][1280/3757] lr: 5.915e-02, eta: 5 days, 8:48:34, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6305, loss_cls: 2.8060, loss: 2.8060, grad_norm: 2.6464 2020-07-28 22:18:29,486 - mmaction - INFO - Epoch [114][1300/3757] lr: 5.915e-02, eta: 5 days, 8:47:55, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6336, loss_cls: 2.8574, loss: 2.8574, grad_norm: 2.6785 2020-07-28 22:18:45,359 - mmaction - INFO - Epoch [114][1320/3757] lr: 5.915e-02, eta: 5 days, 8:47:16, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6297, loss_cls: 2.7938, loss: 2.7938, grad_norm: 2.6673 2020-07-28 22:19:01,171 - mmaction - INFO - Epoch [114][1340/3757] lr: 5.915e-02, eta: 5 days, 8:46:36, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6312, loss_cls: 2.8045, loss: 2.8045, grad_norm: 2.7331 2020-07-28 22:19:16,995 - mmaction - INFO - Epoch [114][1360/3757] lr: 5.915e-02, eta: 5 days, 8:45:57, time: 0.792, data_time: 0.009, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6328, loss_cls: 2.7934, loss: 2.7934, grad_norm: 2.6680 2020-07-28 22:19:32,806 - mmaction - INFO - Epoch [114][1380/3757] lr: 5.915e-02, eta: 5 days, 8:45:16, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3523, top5_acc: 0.5992, loss_cls: 2.9629, loss: 2.9629, grad_norm: 2.6881 2020-07-28 22:19:49,040 - mmaction - INFO - Epoch [114][1400/3757] lr: 5.915e-02, eta: 5 days, 8:44:43, time: 0.811, data_time: 0.022, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6164, loss_cls: 2.9013, loss: 2.9013, grad_norm: 2.7070 2020-07-28 22:20:04,871 - mmaction - INFO - Epoch [114][1420/3757] lr: 5.915e-02, eta: 5 days, 8:44:03, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.3398, top5_acc: 0.5953, loss_cls: 2.9455, loss: 2.9455, grad_norm: 2.7100 2020-07-28 22:20:20,581 - mmaction - INFO - Epoch [114][1440/3757] lr: 5.915e-02, eta: 5 days, 8:43:22, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6375, loss_cls: 2.7259, loss: 2.7259, grad_norm: 2.6172 2020-07-28 22:20:36,331 - mmaction - INFO - Epoch [114][1460/3757] lr: 5.915e-02, eta: 5 days, 8:42:41, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6328, loss_cls: 2.8421, loss: 2.8421, grad_norm: 2.6933 2020-07-28 22:20:52,344 - mmaction - INFO - Epoch [114][1480/3757] lr: 5.915e-02, eta: 5 days, 8:42:04, time: 0.800, data_time: 0.009, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6555, loss_cls: 2.7447, loss: 2.7447, grad_norm: 2.7068 2020-07-28 22:21:08,219 - mmaction - INFO - Epoch [114][1500/3757] lr: 5.915e-02, eta: 5 days, 8:41:25, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6398, loss_cls: 2.8064, loss: 2.8064, grad_norm: 2.7697 2020-07-28 22:21:24,108 - mmaction - INFO - Epoch [114][1520/3757] lr: 5.915e-02, eta: 5 days, 8:40:47, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6242, loss_cls: 2.8893, loss: 2.8893, grad_norm: 2.7616 2020-07-28 22:21:39,921 - mmaction - INFO - Epoch [114][1540/3757] lr: 5.915e-02, eta: 5 days, 8:40:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6281, loss_cls: 2.8269, loss: 2.8269, grad_norm: 2.7285 2020-07-28 22:21:55,815 - mmaction - INFO - Epoch [114][1560/3757] lr: 5.915e-02, eta: 5 days, 8:39:28, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6227, loss_cls: 2.9061, loss: 2.9061, grad_norm: 2.7022 2020-07-28 22:22:11,676 - mmaction - INFO - Epoch [114][1580/3757] lr: 5.915e-02, eta: 5 days, 8:38:50, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6148, loss_cls: 2.8778, loss: 2.8778, grad_norm: 2.6790 2020-07-28 22:22:27,455 - mmaction - INFO - Epoch [114][1600/3757] lr: 5.915e-02, eta: 5 days, 8:38:09, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6172, loss_cls: 2.8879, loss: 2.8879, grad_norm: 2.6496 2020-07-28 22:22:43,234 - mmaction - INFO - Epoch [114][1620/3757] lr: 5.915e-02, eta: 5 days, 8:37:29, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6289, loss_cls: 2.8167, loss: 2.8167, grad_norm: 2.6239 2020-07-28 22:22:59,125 - mmaction - INFO - Epoch [114][1640/3757] lr: 5.915e-02, eta: 5 days, 8:36:51, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6414, loss_cls: 2.7349, loss: 2.7349, grad_norm: 2.6810 2020-07-28 22:23:14,982 - mmaction - INFO - Epoch [114][1660/3757] lr: 5.915e-02, eta: 5 days, 8:36:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6359, loss_cls: 2.8499, loss: 2.8499, grad_norm: 2.6629 2020-07-28 22:23:30,758 - mmaction - INFO - Epoch [114][1680/3757] lr: 5.915e-02, eta: 5 days, 8:35:32, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6391, loss_cls: 2.7507, loss: 2.7507, grad_norm: 2.7275 2020-07-28 22:23:46,583 - mmaction - INFO - Epoch [114][1700/3757] lr: 5.915e-02, eta: 5 days, 8:34:53, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6141, loss_cls: 2.8474, loss: 2.8474, grad_norm: 2.6906 2020-07-28 22:24:02,366 - mmaction - INFO - Epoch [114][1720/3757] lr: 5.915e-02, eta: 5 days, 8:34:13, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6156, loss_cls: 2.8750, loss: 2.8750, grad_norm: 2.6632 2020-07-28 22:24:18,301 - mmaction - INFO - Epoch [114][1740/3757] lr: 5.915e-02, eta: 5 days, 8:33:35, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6258, loss_cls: 2.8530, loss: 2.8530, grad_norm: 2.7687 2020-07-28 22:24:34,086 - mmaction - INFO - Epoch [114][1760/3757] lr: 5.915e-02, eta: 5 days, 8:32:55, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6188, loss_cls: 2.8433, loss: 2.8433, grad_norm: 2.7122 2020-07-28 22:24:49,902 - mmaction - INFO - Epoch [114][1780/3757] lr: 5.915e-02, eta: 5 days, 8:32:16, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.7344, loss: 2.7344, grad_norm: 2.6538 2020-07-28 22:25:05,699 - mmaction - INFO - Epoch [114][1800/3757] lr: 5.915e-02, eta: 5 days, 8:31:36, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6039, loss_cls: 2.9207, loss: 2.9207, grad_norm: 2.6908 2020-07-28 22:25:21,836 - mmaction - INFO - Epoch [114][1820/3757] lr: 5.915e-02, eta: 5 days, 8:31:02, time: 0.808, data_time: 0.002, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6289, loss_cls: 2.8268, loss: 2.8268, grad_norm: 2.6740 2020-07-28 22:25:37,850 - mmaction - INFO - Epoch [114][1840/3757] lr: 5.915e-02, eta: 5 days, 8:30:25, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6219, loss_cls: 2.8670, loss: 2.8670, grad_norm: 2.6780 2020-07-28 22:25:54,060 - mmaction - INFO - Epoch [114][1860/3757] lr: 5.915e-02, eta: 5 days, 8:29:52, time: 0.811, data_time: 0.006, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6273, loss_cls: 2.7696, loss: 2.7696, grad_norm: 2.7147 2020-07-28 22:26:10,195 - mmaction - INFO - Epoch [114][1880/3757] lr: 5.915e-02, eta: 5 days, 8:29:18, time: 0.807, data_time: 0.005, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6414, loss_cls: 2.7578, loss: 2.7578, grad_norm: 2.7133 2020-07-28 22:26:26,579 - mmaction - INFO - Epoch [114][1900/3757] lr: 5.915e-02, eta: 5 days, 8:28:47, time: 0.819, data_time: 0.002, memory: 6192, top1_acc: 0.3359, top5_acc: 0.6086, loss_cls: 2.9239, loss: 2.9239, grad_norm: 2.7013 2020-07-28 22:26:42,546 - mmaction - INFO - Epoch [114][1920/3757] lr: 5.915e-02, eta: 5 days, 8:28:10, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.3492, top5_acc: 0.6117, loss_cls: 2.8965, loss: 2.8965, grad_norm: 2.7200 2020-07-28 22:26:58,424 - mmaction - INFO - Epoch [114][1940/3757] lr: 5.915e-02, eta: 5 days, 8:27:31, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6359, loss_cls: 2.8370, loss: 2.8370, grad_norm: 2.6380 2020-07-28 22:27:14,353 - mmaction - INFO - Epoch [114][1960/3757] lr: 5.915e-02, eta: 5 days, 8:26:54, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6305, loss_cls: 2.7918, loss: 2.7918, grad_norm: 2.6614 2020-07-28 22:27:30,187 - mmaction - INFO - Epoch [114][1980/3757] lr: 5.915e-02, eta: 5 days, 8:26:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6180, loss_cls: 2.8641, loss: 2.8641, grad_norm: 2.7326 2020-07-28 22:27:45,973 - mmaction - INFO - Epoch [114][2000/3757] lr: 5.915e-02, eta: 5 days, 8:25:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6328, loss_cls: 2.8085, loss: 2.8085, grad_norm: 2.6276 2020-07-28 22:28:01,930 - mmaction - INFO - Epoch [114][2020/3757] lr: 5.915e-02, eta: 5 days, 8:24:59, time: 0.799, data_time: 0.008, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6297, loss_cls: 2.8360, loss: 2.8360, grad_norm: 2.6800 2020-07-28 22:28:18,001 - mmaction - INFO - Epoch [114][2040/3757] lr: 5.915e-02, eta: 5 days, 8:24:23, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6320, loss_cls: 2.8932, loss: 2.8932, grad_norm: 2.6984 2020-07-28 22:28:34,182 - mmaction - INFO - Epoch [114][2060/3757] lr: 5.915e-02, eta: 5 days, 8:23:50, time: 0.812, data_time: 0.010, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6133, loss_cls: 2.8738, loss: 2.8738, grad_norm: 2.6243 2020-07-28 22:28:50,444 - mmaction - INFO - Epoch [114][2080/3757] lr: 5.915e-02, eta: 5 days, 8:23:17, time: 0.813, data_time: 0.005, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6258, loss_cls: 2.7756, loss: 2.7756, grad_norm: 2.5689 2020-07-28 22:29:06,476 - mmaction - INFO - Epoch [114][2100/3757] lr: 5.915e-02, eta: 5 days, 8:22:42, time: 0.802, data_time: 0.007, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6531, loss_cls: 2.7269, loss: 2.7269, grad_norm: 2.7330 2020-07-28 22:29:22,516 - mmaction - INFO - Epoch [114][2120/3757] lr: 5.915e-02, eta: 5 days, 8:22:06, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6461, loss_cls: 2.7392, loss: 2.7392, grad_norm: 2.7249 2020-07-28 22:29:38,383 - mmaction - INFO - Epoch [114][2140/3757] lr: 5.915e-02, eta: 5 days, 8:21:28, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6188, loss_cls: 2.8550, loss: 2.8550, grad_norm: 2.6847 2020-07-28 22:29:54,188 - mmaction - INFO - Epoch [114][2160/3757] lr: 5.915e-02, eta: 5 days, 8:20:49, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6359, loss_cls: 2.7852, loss: 2.7852, grad_norm: 2.6725 2020-07-28 22:30:17,469 - mmaction - INFO - Epoch [114][2180/3757] lr: 5.915e-02, eta: 5 days, 8:22:01, time: 1.164, data_time: 0.015, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6172, loss_cls: 2.8897, loss: 2.8897, grad_norm: 2.7223 2020-07-28 22:30:39,642 - mmaction - INFO - Epoch [114][2200/3757] lr: 5.915e-02, eta: 5 days, 8:22:56, time: 1.108, data_time: 0.261, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6164, loss_cls: 2.8664, loss: 2.8664, grad_norm: 2.6820 2020-07-28 22:30:56,094 - mmaction - INFO - Epoch [114][2220/3757] lr: 5.915e-02, eta: 5 days, 8:22:27, time: 0.823, data_time: 0.005, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6062, loss_cls: 2.9410, loss: 2.9410, grad_norm: 2.6954 2020-07-28 22:31:12,113 - mmaction - INFO - Epoch [114][2240/3757] lr: 5.915e-02, eta: 5 days, 8:21:51, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6266, loss_cls: 2.8295, loss: 2.8295, grad_norm: 2.7476 2020-07-28 22:31:28,359 - mmaction - INFO - Epoch [114][2260/3757] lr: 5.915e-02, eta: 5 days, 8:21:18, time: 0.812, data_time: 0.003, memory: 6192, top1_acc: 0.3484, top5_acc: 0.6117, loss_cls: 2.9444, loss: 2.9444, grad_norm: 2.7122 2020-07-28 22:31:44,262 - mmaction - INFO - Epoch [114][2280/3757] lr: 5.915e-02, eta: 5 days, 8:20:41, time: 0.796, data_time: 0.006, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6156, loss_cls: 2.8636, loss: 2.8636, grad_norm: 2.7135 2020-07-28 22:32:00,103 - mmaction - INFO - Epoch [114][2300/3757] lr: 5.915e-02, eta: 5 days, 8:20:02, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6281, loss_cls: 2.8550, loss: 2.8550, grad_norm: 2.6713 2020-07-28 22:32:16,036 - mmaction - INFO - Epoch [114][2320/3757] lr: 5.915e-02, eta: 5 days, 8:19:25, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6422, loss_cls: 2.7766, loss: 2.7766, grad_norm: 2.6072 2020-07-28 22:32:32,142 - mmaction - INFO - Epoch [114][2340/3757] lr: 5.915e-02, eta: 5 days, 8:18:51, time: 0.805, data_time: 0.005, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6172, loss_cls: 2.8626, loss: 2.8626, grad_norm: 2.6816 2020-07-28 22:32:48,096 - mmaction - INFO - Epoch [114][2360/3757] lr: 5.915e-02, eta: 5 days, 8:18:14, time: 0.798, data_time: 0.006, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6180, loss_cls: 2.9477, loss: 2.9477, grad_norm: 2.7043 2020-07-28 22:33:04,313 - mmaction - INFO - Epoch [114][2380/3757] lr: 5.915e-02, eta: 5 days, 8:17:41, time: 0.811, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6383, loss_cls: 2.8395, loss: 2.8395, grad_norm: 2.7310 2020-07-28 22:33:20,170 - mmaction - INFO - Epoch [114][2400/3757] lr: 5.915e-02, eta: 5 days, 8:17:03, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6320, loss_cls: 2.8841, loss: 2.8841, grad_norm: 2.6619 2020-07-28 22:33:35,976 - mmaction - INFO - Epoch [114][2420/3757] lr: 5.915e-02, eta: 5 days, 8:16:24, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6336, loss_cls: 2.8595, loss: 2.8595, grad_norm: 2.6602 2020-07-28 22:33:51,782 - mmaction - INFO - Epoch [114][2440/3757] lr: 5.915e-02, eta: 5 days, 8:15:45, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6336, loss_cls: 2.8371, loss: 2.8371, grad_norm: 2.7018 2020-07-28 22:34:07,544 - mmaction - INFO - Epoch [114][2460/3757] lr: 5.915e-02, eta: 5 days, 8:15:06, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6438, loss_cls: 2.7877, loss: 2.7877, grad_norm: 2.7147 2020-07-28 22:34:23,458 - mmaction - INFO - Epoch [114][2480/3757] lr: 5.915e-02, eta: 5 days, 8:14:28, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6312, loss_cls: 2.8536, loss: 2.8536, grad_norm: 2.6506 2020-07-28 22:34:39,299 - mmaction - INFO - Epoch [114][2500/3757] lr: 5.915e-02, eta: 5 days, 8:13:50, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6109, loss_cls: 2.9541, loss: 2.9541, grad_norm: 2.7475 2020-07-28 22:34:55,104 - mmaction - INFO - Epoch [114][2520/3757] lr: 5.915e-02, eta: 5 days, 8:13:12, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6016, loss_cls: 2.9417, loss: 2.9417, grad_norm: 2.7045 2020-07-28 22:35:10,918 - mmaction - INFO - Epoch [114][2540/3757] lr: 5.915e-02, eta: 5 days, 8:12:33, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6383, loss_cls: 2.7628, loss: 2.7628, grad_norm: 2.7282 2020-07-28 22:35:26,784 - mmaction - INFO - Epoch [114][2560/3757] lr: 5.915e-02, eta: 5 days, 8:11:55, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6203, loss_cls: 2.8769, loss: 2.8769, grad_norm: 2.7501 2020-07-28 22:35:42,579 - mmaction - INFO - Epoch [114][2580/3757] lr: 5.915e-02, eta: 5 days, 8:11:16, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6148, loss_cls: 2.9175, loss: 2.9175, grad_norm: 2.6834 2020-07-28 22:35:58,520 - mmaction - INFO - Epoch [114][2600/3757] lr: 5.915e-02, eta: 5 days, 8:10:40, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.3344, top5_acc: 0.6195, loss_cls: 2.8964, loss: 2.8964, grad_norm: 2.7339 2020-07-28 22:36:14,429 - mmaction - INFO - Epoch [114][2620/3757] lr: 5.915e-02, eta: 5 days, 8:10:03, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.3453, top5_acc: 0.6305, loss_cls: 2.9003, loss: 2.9003, grad_norm: 2.7077 2020-07-28 22:36:31,029 - mmaction - INFO - Epoch [114][2640/3757] lr: 5.915e-02, eta: 5 days, 8:09:36, time: 0.830, data_time: 0.028, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6164, loss_cls: 2.8953, loss: 2.8953, grad_norm: 2.6429 2020-07-28 22:36:46,827 - mmaction - INFO - Epoch [114][2660/3757] lr: 5.915e-02, eta: 5 days, 8:08:57, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6102, loss_cls: 2.9102, loss: 2.9102, grad_norm: 2.6795 2020-07-28 22:37:02,647 - mmaction - INFO - Epoch [114][2680/3757] lr: 5.915e-02, eta: 5 days, 8:08:18, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6336, loss_cls: 2.7998, loss: 2.7998, grad_norm: 2.6421 2020-07-28 22:37:18,512 - mmaction - INFO - Epoch [114][2700/3757] lr: 5.915e-02, eta: 5 days, 8:07:41, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6352, loss_cls: 2.7688, loss: 2.7688, grad_norm: 2.6038 2020-07-28 22:37:34,293 - mmaction - INFO - Epoch [114][2720/3757] lr: 5.915e-02, eta: 5 days, 8:07:02, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6258, loss_cls: 2.8560, loss: 2.8560, grad_norm: 2.6594 2020-07-28 22:37:49,977 - mmaction - INFO - Epoch [114][2740/3757] lr: 5.915e-02, eta: 5 days, 8:06:22, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6078, loss_cls: 2.9462, loss: 2.9462, grad_norm: 2.6515 2020-07-28 22:38:05,705 - mmaction - INFO - Epoch [114][2760/3757] lr: 5.915e-02, eta: 5 days, 8:05:42, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6195, loss_cls: 2.8784, loss: 2.8784, grad_norm: 2.6526 2020-07-28 22:38:21,542 - mmaction - INFO - Epoch [114][2780/3757] lr: 5.915e-02, eta: 5 days, 8:05:04, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6375, loss_cls: 2.7462, loss: 2.7462, grad_norm: 2.6221 2020-07-28 22:38:37,409 - mmaction - INFO - Epoch [114][2800/3757] lr: 5.915e-02, eta: 5 days, 8:04:26, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6156, loss_cls: 2.8538, loss: 2.8538, grad_norm: 2.7072 2020-07-28 22:38:53,205 - mmaction - INFO - Epoch [114][2820/3757] lr: 5.915e-02, eta: 5 days, 8:03:48, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6234, loss_cls: 2.7906, loss: 2.7906, grad_norm: 2.6682 2020-07-28 22:39:09,021 - mmaction - INFO - Epoch [114][2840/3757] lr: 5.915e-02, eta: 5 days, 8:03:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6227, loss_cls: 2.8424, loss: 2.8424, grad_norm: 2.6849 2020-07-28 22:39:24,828 - mmaction - INFO - Epoch [114][2860/3757] lr: 5.915e-02, eta: 5 days, 8:02:32, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6453, loss_cls: 2.7561, loss: 2.7561, grad_norm: 2.6892 2020-07-28 22:39:40,635 - mmaction - INFO - Epoch [114][2880/3757] lr: 5.915e-02, eta: 5 days, 8:01:53, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6211, loss_cls: 2.8416, loss: 2.8416, grad_norm: 2.7555 2020-07-28 22:39:56,948 - mmaction - INFO - Epoch [114][2900/3757] lr: 5.915e-02, eta: 5 days, 8:01:22, time: 0.815, data_time: 0.029, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.8459, loss: 2.8459, grad_norm: 2.7525 2020-07-28 22:40:12,796 - mmaction - INFO - Epoch [114][2920/3757] lr: 5.915e-02, eta: 5 days, 8:00:45, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6273, loss_cls: 2.8179, loss: 2.8179, grad_norm: 2.7773 2020-07-28 22:40:28,630 - mmaction - INFO - Epoch [114][2940/3757] lr: 5.915e-02, eta: 5 days, 8:00:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6156, loss_cls: 2.8221, loss: 2.8221, grad_norm: 2.6463 2020-07-28 22:40:44,370 - mmaction - INFO - Epoch [114][2960/3757] lr: 5.915e-02, eta: 5 days, 7:59:28, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6258, loss_cls: 2.7876, loss: 2.7876, grad_norm: 2.6728 2020-07-28 22:41:00,253 - mmaction - INFO - Epoch [114][2980/3757] lr: 5.915e-02, eta: 5 days, 7:58:51, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6195, loss_cls: 2.8926, loss: 2.8926, grad_norm: 2.7038 2020-07-28 22:41:15,945 - mmaction - INFO - Epoch [114][3000/3757] lr: 5.915e-02, eta: 5 days, 7:58:11, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6391, loss_cls: 2.7539, loss: 2.7539, grad_norm: 2.5796 2020-07-28 22:41:32,072 - mmaction - INFO - Epoch [114][3020/3757] lr: 5.915e-02, eta: 5 days, 7:57:38, time: 0.806, data_time: 0.018, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6344, loss_cls: 2.8366, loss: 2.8366, grad_norm: 2.6570 2020-07-28 22:41:47,795 - mmaction - INFO - Epoch [114][3040/3757] lr: 5.915e-02, eta: 5 days, 7:56:58, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6195, loss_cls: 2.8917, loss: 2.8917, grad_norm: 2.7027 2020-07-28 22:42:03,607 - mmaction - INFO - Epoch [114][3060/3757] lr: 5.915e-02, eta: 5 days, 7:56:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6039, loss_cls: 2.9147, loss: 2.9147, grad_norm: 2.7933 2020-07-28 22:42:19,442 - mmaction - INFO - Epoch [114][3080/3757] lr: 5.915e-02, eta: 5 days, 7:55:42, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3391, top5_acc: 0.5992, loss_cls: 2.9303, loss: 2.9303, grad_norm: 2.7625 2020-07-28 22:42:35,175 - mmaction - INFO - Epoch [114][3100/3757] lr: 5.915e-02, eta: 5 days, 7:55:03, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6109, loss_cls: 2.8927, loss: 2.8927, grad_norm: 2.7285 2020-07-28 22:42:51,163 - mmaction - INFO - Epoch [114][3120/3757] lr: 5.915e-02, eta: 5 days, 7:54:28, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.3352, top5_acc: 0.5953, loss_cls: 2.9764, loss: 2.9764, grad_norm: 2.6682 2020-07-28 22:43:06,979 - mmaction - INFO - Epoch [114][3140/3757] lr: 5.915e-02, eta: 5 days, 7:53:49, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6203, loss_cls: 2.9304, loss: 2.9304, grad_norm: 2.6428 2020-07-28 22:43:22,773 - mmaction - INFO - Epoch [114][3160/3757] lr: 5.915e-02, eta: 5 days, 7:53:12, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6273, loss_cls: 2.8700, loss: 2.8700, grad_norm: 2.6417 2020-07-28 22:43:38,527 - mmaction - INFO - Epoch [114][3180/3757] lr: 5.915e-02, eta: 5 days, 7:52:33, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6320, loss_cls: 2.8507, loss: 2.8507, grad_norm: 2.6393 2020-07-28 22:43:54,354 - mmaction - INFO - Epoch [114][3200/3757] lr: 5.915e-02, eta: 5 days, 7:51:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6094, loss_cls: 2.8718, loss: 2.8718, grad_norm: 2.6272 2020-07-28 22:44:10,232 - mmaction - INFO - Epoch [114][3220/3757] lr: 5.915e-02, eta: 5 days, 7:51:19, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6133, loss_cls: 2.8970, loss: 2.8970, grad_norm: 2.7309 2020-07-28 22:44:26,062 - mmaction - INFO - Epoch [114][3240/3757] lr: 5.915e-02, eta: 5 days, 7:50:41, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6133, loss_cls: 2.9329, loss: 2.9329, grad_norm: 2.7429 2020-07-28 22:44:41,947 - mmaction - INFO - Epoch [114][3260/3757] lr: 5.915e-02, eta: 5 days, 7:50:04, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6547, loss_cls: 2.7398, loss: 2.7398, grad_norm: 2.6597 2020-07-28 22:44:58,667 - mmaction - INFO - Epoch [114][3280/3757] lr: 5.915e-02, eta: 5 days, 7:49:40, time: 0.837, data_time: 0.004, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6195, loss_cls: 2.8776, loss: 2.8776, grad_norm: 2.6875 2020-07-28 22:45:15,266 - mmaction - INFO - Epoch [114][3300/3757] lr: 5.915e-02, eta: 5 days, 7:49:13, time: 0.829, data_time: 0.044, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6070, loss_cls: 2.8871, loss: 2.8871, grad_norm: 2.7283 2020-07-28 22:45:32,473 - mmaction - INFO - Epoch [114][3320/3757] lr: 5.915e-02, eta: 5 days, 7:48:56, time: 0.860, data_time: 0.040, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6516, loss_cls: 2.7181, loss: 2.7181, grad_norm: 2.6489 2020-07-28 22:45:48,602 - mmaction - INFO - Epoch [114][3340/3757] lr: 5.915e-02, eta: 5 days, 7:48:23, time: 0.807, data_time: 0.014, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6289, loss_cls: 2.8234, loss: 2.8234, grad_norm: 2.5890 2020-07-28 22:46:05,286 - mmaction - INFO - Epoch [114][3360/3757] lr: 5.915e-02, eta: 5 days, 7:47:58, time: 0.835, data_time: 0.048, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6461, loss_cls: 2.7496, loss: 2.7496, grad_norm: 2.6881 2020-07-28 22:46:21,987 - mmaction - INFO - Epoch [114][3380/3757] lr: 5.915e-02, eta: 5 days, 7:47:33, time: 0.835, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6289, loss_cls: 2.7989, loss: 2.7989, grad_norm: 2.7678 2020-07-28 22:46:38,187 - mmaction - INFO - Epoch [114][3400/3757] lr: 5.915e-02, eta: 5 days, 7:47:01, time: 0.810, data_time: 0.021, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6273, loss_cls: 2.8351, loss: 2.8351, grad_norm: 2.6874 2020-07-28 22:46:59,357 - mmaction - INFO - Epoch [114][3420/3757] lr: 5.915e-02, eta: 5 days, 7:47:40, time: 1.058, data_time: 0.266, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6180, loss_cls: 2.8715, loss: 2.8715, grad_norm: 2.7633 2020-07-28 22:47:20,683 - mmaction - INFO - Epoch [114][3440/3757] lr: 5.915e-02, eta: 5 days, 7:48:21, time: 1.066, data_time: 0.184, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6023, loss_cls: 2.9364, loss: 2.9364, grad_norm: 2.6963 2020-07-28 22:47:42,510 - mmaction - INFO - Epoch [114][3460/3757] lr: 5.915e-02, eta: 5 days, 7:49:10, time: 1.092, data_time: 0.261, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6289, loss_cls: 2.9007, loss: 2.9007, grad_norm: 2.6714 2020-07-28 22:48:01,971 - mmaction - INFO - Epoch [114][3480/3757] lr: 5.915e-02, eta: 5 days, 7:49:24, time: 0.972, data_time: 0.181, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6227, loss_cls: 2.8970, loss: 2.8970, grad_norm: 2.6941 2020-07-28 22:48:17,827 - mmaction - INFO - Epoch [114][3500/3757] lr: 5.915e-02, eta: 5 days, 7:48:47, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6469, loss_cls: 2.7458, loss: 2.7458, grad_norm: 2.6666 2020-07-28 22:48:34,055 - mmaction - INFO - Epoch [114][3520/3757] lr: 5.915e-02, eta: 5 days, 7:48:15, time: 0.811, data_time: 0.026, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6141, loss_cls: 2.8462, loss: 2.8462, grad_norm: 2.6859 2020-07-28 22:48:50,318 - mmaction - INFO - Epoch [114][3540/3757] lr: 5.915e-02, eta: 5 days, 7:47:44, time: 0.813, data_time: 0.024, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6195, loss_cls: 2.8349, loss: 2.8349, grad_norm: 2.6726 2020-07-28 22:49:06,518 - mmaction - INFO - Epoch [114][3560/3757] lr: 5.915e-02, eta: 5 days, 7:47:12, time: 0.810, data_time: 0.019, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6227, loss_cls: 2.8668, loss: 2.8668, grad_norm: 2.6355 2020-07-28 22:49:22,771 - mmaction - INFO - Epoch [114][3580/3757] lr: 5.915e-02, eta: 5 days, 7:46:41, time: 0.812, data_time: 0.021, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6289, loss_cls: 2.8024, loss: 2.8024, grad_norm: 2.6160 2020-07-28 22:49:38,940 - mmaction - INFO - Epoch [114][3600/3757] lr: 5.915e-02, eta: 5 days, 7:46:08, time: 0.809, data_time: 0.018, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6242, loss_cls: 2.7989, loss: 2.7989, grad_norm: 2.6501 2020-07-28 22:49:55,171 - mmaction - INFO - Epoch [114][3620/3757] lr: 5.915e-02, eta: 5 days, 7:45:37, time: 0.812, data_time: 0.022, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6367, loss_cls: 2.7400, loss: 2.7400, grad_norm: 2.6311 2020-07-28 22:50:11,345 - mmaction - INFO - Epoch [114][3640/3757] lr: 5.915e-02, eta: 5 days, 7:45:04, time: 0.808, data_time: 0.023, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6172, loss_cls: 2.8584, loss: 2.8584, grad_norm: 2.8129 2020-07-28 22:50:27,070 - mmaction - INFO - Epoch [114][3660/3757] lr: 5.915e-02, eta: 5 days, 7:44:25, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6258, loss_cls: 2.8765, loss: 2.8765, grad_norm: 2.6959 2020-07-28 22:50:43,208 - mmaction - INFO - Epoch [114][3680/3757] lr: 5.915e-02, eta: 5 days, 7:43:53, time: 0.807, data_time: 0.020, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6633, loss_cls: 2.6939, loss: 2.6939, grad_norm: 2.6476 2020-07-28 22:50:59,405 - mmaction - INFO - Epoch [114][3700/3757] lr: 5.915e-02, eta: 5 days, 7:43:21, time: 0.810, data_time: 0.024, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.8769, loss: 2.8769, grad_norm: 2.7571 2020-07-28 22:51:15,474 - mmaction - INFO - Epoch [114][3720/3757] lr: 5.915e-02, eta: 5 days, 7:42:47, time: 0.803, data_time: 0.016, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6133, loss_cls: 2.8736, loss: 2.8736, grad_norm: 2.7125 2020-07-28 22:51:31,717 - mmaction - INFO - Epoch [114][3740/3757] lr: 5.915e-02, eta: 5 days, 7:42:15, time: 0.812, data_time: 0.024, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6172, loss_cls: 2.8859, loss: 2.8859, grad_norm: 2.7219 2020-07-28 22:56:59,678 - mmaction - INFO - Epoch [115][20/3757] lr: 5.855e-02, eta: 5 days, 8:46:06, time: 15.202, data_time: 14.262, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6133, loss_cls: 2.8809, loss: 2.8809, grad_norm: 2.6585 2020-07-28 22:57:15,496 - mmaction - INFO - Epoch [115][40/3757] lr: 5.855e-02, eta: 5 days, 8:45:26, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6086, loss_cls: 2.9059, loss: 2.9059, grad_norm: 2.6818 2020-07-28 22:57:31,194 - mmaction - INFO - Epoch [115][60/3757] lr: 5.855e-02, eta: 5 days, 8:44:45, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6219, loss_cls: 2.8543, loss: 2.8543, grad_norm: 2.7570 2020-07-28 22:57:46,983 - mmaction - INFO - Epoch [115][80/3757] lr: 5.855e-02, eta: 5 days, 8:44:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6305, loss_cls: 2.8218, loss: 2.8218, grad_norm: 2.7287 2020-07-28 22:58:02,797 - mmaction - INFO - Epoch [115][100/3757] lr: 5.855e-02, eta: 5 days, 8:43:26, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6281, loss_cls: 2.8137, loss: 2.8137, grad_norm: 2.7169 2020-07-28 22:58:18,626 - mmaction - INFO - Epoch [115][120/3757] lr: 5.855e-02, eta: 5 days, 8:42:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6328, loss_cls: 2.8430, loss: 2.8430, grad_norm: 2.7302 2020-07-28 22:58:34,468 - mmaction - INFO - Epoch [115][140/3757] lr: 5.855e-02, eta: 5 days, 8:42:08, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6555, loss_cls: 2.7128, loss: 2.7128, grad_norm: 2.6616 2020-07-28 22:58:50,311 - mmaction - INFO - Epoch [115][160/3757] lr: 5.855e-02, eta: 5 days, 8:41:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6070, loss_cls: 2.8907, loss: 2.8907, grad_norm: 2.6446 2020-07-28 22:59:06,155 - mmaction - INFO - Epoch [115][180/3757] lr: 5.855e-02, eta: 5 days, 8:40:50, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6266, loss_cls: 2.7988, loss: 2.7988, grad_norm: 2.6451 2020-07-28 22:59:21,975 - mmaction - INFO - Epoch [115][200/3757] lr: 5.855e-02, eta: 5 days, 8:40:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3492, top5_acc: 0.6203, loss_cls: 2.8817, loss: 2.8817, grad_norm: 2.7371 2020-07-28 22:59:37,789 - mmaction - INFO - Epoch [115][220/3757] lr: 5.855e-02, eta: 5 days, 8:39:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6375, loss_cls: 2.8041, loss: 2.8041, grad_norm: 2.7729 2020-07-28 22:59:53,692 - mmaction - INFO - Epoch [115][240/3757] lr: 5.855e-02, eta: 5 days, 8:38:53, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6336, loss_cls: 2.7804, loss: 2.7804, grad_norm: 2.6948 2020-07-28 23:00:16,453 - mmaction - INFO - Epoch [115][260/3757] lr: 5.855e-02, eta: 5 days, 8:39:51, time: 1.136, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6258, loss_cls: 2.7326, loss: 2.7326, grad_norm: 2.6989 2020-07-28 23:00:32,376 - mmaction - INFO - Epoch [115][280/3757] lr: 5.855e-02, eta: 5 days, 8:39:14, time: 0.798, data_time: 0.007, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6086, loss_cls: 2.9018, loss: 2.9018, grad_norm: 2.7648 2020-07-28 23:00:48,240 - mmaction - INFO - Epoch [115][300/3757] lr: 5.855e-02, eta: 5 days, 8:38:35, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6258, loss_cls: 2.8318, loss: 2.8318, grad_norm: 2.6558 2020-07-28 23:01:04,028 - mmaction - INFO - Epoch [115][320/3757] lr: 5.855e-02, eta: 5 days, 8:37:55, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6445, loss_cls: 2.6946, loss: 2.6946, grad_norm: 2.6405 2020-07-28 23:01:19,838 - mmaction - INFO - Epoch [115][340/3757] lr: 5.855e-02, eta: 5 days, 8:37:16, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6586, loss_cls: 2.6750, loss: 2.6750, grad_norm: 2.7019 2020-07-28 23:01:35,923 - mmaction - INFO - Epoch [115][360/3757] lr: 5.855e-02, eta: 5 days, 8:36:41, time: 0.805, data_time: 0.015, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6477, loss_cls: 2.7717, loss: 2.7717, grad_norm: 2.7019 2020-07-28 23:01:51,802 - mmaction - INFO - Epoch [115][380/3757] lr: 5.855e-02, eta: 5 days, 8:36:02, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6281, loss_cls: 2.8104, loss: 2.8104, grad_norm: 2.6791 2020-07-28 23:02:07,701 - mmaction - INFO - Epoch [115][400/3757] lr: 5.855e-02, eta: 5 days, 8:35:24, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6125, loss_cls: 2.8572, loss: 2.8572, grad_norm: 2.6297 2020-07-28 23:02:23,506 - mmaction - INFO - Epoch [115][420/3757] lr: 5.855e-02, eta: 5 days, 8:34:45, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6172, loss_cls: 2.8618, loss: 2.8618, grad_norm: 2.7443 2020-07-28 23:02:39,318 - mmaction - INFO - Epoch [115][440/3757] lr: 5.855e-02, eta: 5 days, 8:34:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3391, top5_acc: 0.6156, loss_cls: 2.9324, loss: 2.9324, grad_norm: 2.7403 2020-07-28 23:02:55,174 - mmaction - INFO - Epoch [115][460/3757] lr: 5.855e-02, eta: 5 days, 8:33:27, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6125, loss_cls: 2.8135, loss: 2.8135, grad_norm: 2.6813 2020-07-28 23:03:11,012 - mmaction - INFO - Epoch [115][480/3757] lr: 5.855e-02, eta: 5 days, 8:32:49, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6500, loss_cls: 2.7236, loss: 2.7236, grad_norm: 2.7304 2020-07-28 23:03:26,973 - mmaction - INFO - Epoch [115][500/3757] lr: 5.855e-02, eta: 5 days, 8:32:11, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6266, loss_cls: 2.8148, loss: 2.8148, grad_norm: 2.7651 2020-07-28 23:03:42,805 - mmaction - INFO - Epoch [115][520/3757] lr: 5.855e-02, eta: 5 days, 8:31:33, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6328, loss_cls: 2.8042, loss: 2.8042, grad_norm: 2.7310 2020-07-28 23:03:58,822 - mmaction - INFO - Epoch [115][540/3757] lr: 5.855e-02, eta: 5 days, 8:30:56, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6211, loss_cls: 2.8916, loss: 2.8916, grad_norm: 2.7541 2020-07-28 23:04:14,645 - mmaction - INFO - Epoch [115][560/3757] lr: 5.855e-02, eta: 5 days, 8:30:18, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6664, loss_cls: 2.7273, loss: 2.7273, grad_norm: 2.7239 2020-07-28 23:04:30,306 - mmaction - INFO - Epoch [115][580/3757] lr: 5.855e-02, eta: 5 days, 8:29:36, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6266, loss_cls: 2.7962, loss: 2.7962, grad_norm: 2.6483 2020-07-28 23:04:46,138 - mmaction - INFO - Epoch [115][600/3757] lr: 5.855e-02, eta: 5 days, 8:28:58, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6586, loss_cls: 2.7571, loss: 2.7571, grad_norm: 2.6238 2020-07-28 23:05:01,986 - mmaction - INFO - Epoch [115][620/3757] lr: 5.855e-02, eta: 5 days, 8:28:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6359, loss_cls: 2.8175, loss: 2.8175, grad_norm: 2.6866 2020-07-28 23:05:18,064 - mmaction - INFO - Epoch [115][640/3757] lr: 5.855e-02, eta: 5 days, 8:27:44, time: 0.805, data_time: 0.015, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6367, loss_cls: 2.7889, loss: 2.7889, grad_norm: 2.6731 2020-07-28 23:05:33,874 - mmaction - INFO - Epoch [115][660/3757] lr: 5.855e-02, eta: 5 days, 8:27:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6242, loss_cls: 2.8190, loss: 2.8190, grad_norm: 2.7115 2020-07-28 23:05:49,690 - mmaction - INFO - Epoch [115][680/3757] lr: 5.855e-02, eta: 5 days, 8:26:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6289, loss_cls: 2.7767, loss: 2.7767, grad_norm: 2.7251 2020-07-28 23:06:05,545 - mmaction - INFO - Epoch [115][700/3757] lr: 5.855e-02, eta: 5 days, 8:25:48, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6211, loss_cls: 2.8748, loss: 2.8748, grad_norm: 2.6362 2020-07-28 23:06:21,428 - mmaction - INFO - Epoch [115][720/3757] lr: 5.855e-02, eta: 5 days, 8:25:10, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6094, loss_cls: 2.8863, loss: 2.8863, grad_norm: 2.7706 2020-07-28 23:06:37,245 - mmaction - INFO - Epoch [115][740/3757] lr: 5.855e-02, eta: 5 days, 8:24:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6211, loss_cls: 2.8636, loss: 2.8636, grad_norm: 2.6403 2020-07-28 23:06:53,053 - mmaction - INFO - Epoch [115][760/3757] lr: 5.855e-02, eta: 5 days, 8:23:53, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6438, loss_cls: 2.8202, loss: 2.8202, grad_norm: 2.6791 2020-07-28 23:07:08,917 - mmaction - INFO - Epoch [115][780/3757] lr: 5.855e-02, eta: 5 days, 8:23:15, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6422, loss_cls: 2.7735, loss: 2.7735, grad_norm: 2.6950 2020-07-28 23:07:24,690 - mmaction - INFO - Epoch [115][800/3757] lr: 5.855e-02, eta: 5 days, 8:22:35, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6211, loss_cls: 2.7954, loss: 2.7954, grad_norm: 2.6872 2020-07-28 23:07:40,595 - mmaction - INFO - Epoch [115][820/3757] lr: 5.855e-02, eta: 5 days, 8:21:58, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6266, loss_cls: 2.8399, loss: 2.8399, grad_norm: 2.7276 2020-07-28 23:07:56,372 - mmaction - INFO - Epoch [115][840/3757] lr: 5.855e-02, eta: 5 days, 8:21:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6305, loss_cls: 2.8575, loss: 2.8575, grad_norm: 2.6389 2020-07-28 23:08:12,210 - mmaction - INFO - Epoch [115][860/3757] lr: 5.855e-02, eta: 5 days, 8:20:40, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6094, loss_cls: 2.9291, loss: 2.9291, grad_norm: 2.6357 2020-07-28 23:08:28,045 - mmaction - INFO - Epoch [115][880/3757] lr: 5.855e-02, eta: 5 days, 8:20:02, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6133, loss_cls: 2.9160, loss: 2.9160, grad_norm: 2.6210 2020-07-28 23:08:43,785 - mmaction - INFO - Epoch [115][900/3757] lr: 5.855e-02, eta: 5 days, 8:19:23, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6328, loss_cls: 2.7954, loss: 2.7954, grad_norm: 2.6935 2020-07-28 23:08:59,643 - mmaction - INFO - Epoch [115][920/3757] lr: 5.855e-02, eta: 5 days, 8:18:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6289, loss_cls: 2.8047, loss: 2.8047, grad_norm: 2.6786 2020-07-28 23:09:15,460 - mmaction - INFO - Epoch [115][940/3757] lr: 5.855e-02, eta: 5 days, 8:18:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6367, loss_cls: 2.8141, loss: 2.8141, grad_norm: 2.6949 2020-07-28 23:09:31,252 - mmaction - INFO - Epoch [115][960/3757] lr: 5.855e-02, eta: 5 days, 8:17:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6297, loss_cls: 2.7840, loss: 2.7840, grad_norm: 2.6970 2020-07-28 23:09:47,148 - mmaction - INFO - Epoch [115][980/3757] lr: 5.855e-02, eta: 5 days, 8:16:50, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6258, loss_cls: 2.8588, loss: 2.8588, grad_norm: 2.7223 2020-07-28 23:10:02,921 - mmaction - INFO - Epoch [115][1000/3757] lr: 5.855e-02, eta: 5 days, 8:16:11, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6234, loss_cls: 2.8896, loss: 2.8896, grad_norm: 2.7552 2020-07-28 23:10:18,620 - mmaction - INFO - Epoch [115][1020/3757] lr: 5.855e-02, eta: 5 days, 8:15:31, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6305, loss_cls: 2.8941, loss: 2.8941, grad_norm: 2.7175 2020-07-28 23:10:34,654 - mmaction - INFO - Epoch [115][1040/3757] lr: 5.855e-02, eta: 5 days, 8:14:55, time: 0.801, data_time: 0.010, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6227, loss_cls: 2.8474, loss: 2.8474, grad_norm: 2.6848 2020-07-28 23:10:50,465 - mmaction - INFO - Epoch [115][1060/3757] lr: 5.855e-02, eta: 5 days, 8:14:17, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6336, loss_cls: 2.7816, loss: 2.7816, grad_norm: 2.6405 2020-07-28 23:11:06,251 - mmaction - INFO - Epoch [115][1080/3757] lr: 5.855e-02, eta: 5 days, 8:13:38, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6547, loss_cls: 2.7098, loss: 2.7098, grad_norm: 2.7060 2020-07-28 23:11:22,093 - mmaction - INFO - Epoch [115][1100/3757] lr: 5.855e-02, eta: 5 days, 8:13:00, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.7808, loss: 2.7808, grad_norm: 2.7190 2020-07-28 23:11:38,276 - mmaction - INFO - Epoch [115][1120/3757] lr: 5.855e-02, eta: 5 days, 8:12:27, time: 0.810, data_time: 0.024, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6367, loss_cls: 2.8416, loss: 2.8416, grad_norm: 2.7296 2020-07-28 23:11:54,088 - mmaction - INFO - Epoch [115][1140/3757] lr: 5.855e-02, eta: 5 days, 8:11:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6305, loss_cls: 2.8386, loss: 2.8386, grad_norm: 2.6858 2020-07-28 23:12:09,922 - mmaction - INFO - Epoch [115][1160/3757] lr: 5.855e-02, eta: 5 days, 8:11:11, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6211, loss_cls: 2.8362, loss: 2.8362, grad_norm: 2.6284 2020-07-28 23:12:25,798 - mmaction - INFO - Epoch [115][1180/3757] lr: 5.855e-02, eta: 5 days, 8:10:33, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6203, loss_cls: 2.8900, loss: 2.8900, grad_norm: 2.6989 2020-07-28 23:12:41,578 - mmaction - INFO - Epoch [115][1200/3757] lr: 5.855e-02, eta: 5 days, 8:09:54, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6172, loss_cls: 2.8574, loss: 2.8574, grad_norm: 2.6358 2020-07-28 23:12:57,379 - mmaction - INFO - Epoch [115][1220/3757] lr: 5.855e-02, eta: 5 days, 8:09:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6430, loss_cls: 2.7143, loss: 2.7143, grad_norm: 2.6100 2020-07-28 23:13:13,195 - mmaction - INFO - Epoch [115][1240/3757] lr: 5.855e-02, eta: 5 days, 8:08:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6398, loss_cls: 2.7559, loss: 2.7559, grad_norm: 2.7450 2020-07-28 23:13:29,062 - mmaction - INFO - Epoch [115][1260/3757] lr: 5.855e-02, eta: 5 days, 8:08:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6117, loss_cls: 2.9230, loss: 2.9230, grad_norm: 2.7008 2020-07-28 23:13:44,764 - mmaction - INFO - Epoch [115][1280/3757] lr: 5.855e-02, eta: 5 days, 8:07:21, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6305, loss_cls: 2.8500, loss: 2.8500, grad_norm: 2.7567 2020-07-28 23:14:00,582 - mmaction - INFO - Epoch [115][1300/3757] lr: 5.855e-02, eta: 5 days, 8:06:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6070, loss_cls: 2.9107, loss: 2.9107, grad_norm: 2.7302 2020-07-28 23:14:16,807 - mmaction - INFO - Epoch [115][1320/3757] lr: 5.855e-02, eta: 5 days, 8:06:10, time: 0.811, data_time: 0.021, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6336, loss_cls: 2.7591, loss: 2.7591, grad_norm: 2.6945 2020-07-28 23:14:32,720 - mmaction - INFO - Epoch [115][1340/3757] lr: 5.855e-02, eta: 5 days, 8:05:33, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3312, top5_acc: 0.5945, loss_cls: 2.9720, loss: 2.9720, grad_norm: 2.7797 2020-07-28 23:14:48,557 - mmaction - INFO - Epoch [115][1360/3757] lr: 5.855e-02, eta: 5 days, 8:04:55, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6328, loss_cls: 2.7891, loss: 2.7891, grad_norm: 2.7000 2020-07-28 23:15:04,395 - mmaction - INFO - Epoch [115][1380/3757] lr: 5.855e-02, eta: 5 days, 8:04:18, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6180, loss_cls: 2.9016, loss: 2.9016, grad_norm: 2.7085 2020-07-28 23:15:20,652 - mmaction - INFO - Epoch [115][1400/3757] lr: 5.855e-02, eta: 5 days, 8:03:46, time: 0.811, data_time: 0.022, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6172, loss_cls: 2.8861, loss: 2.8861, grad_norm: 2.7230 2020-07-28 23:15:36,519 - mmaction - INFO - Epoch [115][1420/3757] lr: 5.855e-02, eta: 5 days, 8:03:09, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6047, loss_cls: 2.8973, loss: 2.8973, grad_norm: 2.7532 2020-07-28 23:15:52,226 - mmaction - INFO - Epoch [115][1440/3757] lr: 5.855e-02, eta: 5 days, 8:02:29, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6094, loss_cls: 2.8668, loss: 2.8668, grad_norm: 2.6906 2020-07-28 23:16:08,017 - mmaction - INFO - Epoch [115][1460/3757] lr: 5.855e-02, eta: 5 days, 8:01:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6297, loss_cls: 2.7925, loss: 2.7925, grad_norm: 2.6854 2020-07-28 23:16:23,814 - mmaction - INFO - Epoch [115][1480/3757] lr: 5.855e-02, eta: 5 days, 8:01:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6258, loss_cls: 2.8117, loss: 2.8117, grad_norm: 2.7213 2020-07-28 23:16:39,571 - mmaction - INFO - Epoch [115][1500/3757] lr: 5.855e-02, eta: 5 days, 8:00:34, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6242, loss_cls: 2.7551, loss: 2.7551, grad_norm: 2.6866 2020-07-28 23:16:55,616 - mmaction - INFO - Epoch [115][1520/3757] lr: 5.855e-02, eta: 5 days, 7:59:59, time: 0.803, data_time: 0.019, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6422, loss_cls: 2.7848, loss: 2.7848, grad_norm: 2.6579 2020-07-28 23:17:11,473 - mmaction - INFO - Epoch [115][1540/3757] lr: 5.855e-02, eta: 5 days, 7:59:22, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6383, loss_cls: 2.7661, loss: 2.7661, grad_norm: 2.7305 2020-07-28 23:17:27,324 - mmaction - INFO - Epoch [115][1560/3757] lr: 5.855e-02, eta: 5 days, 7:58:44, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6234, loss_cls: 2.8607, loss: 2.8607, grad_norm: 2.6386 2020-07-28 23:17:43,172 - mmaction - INFO - Epoch [115][1580/3757] lr: 5.855e-02, eta: 5 days, 7:58:07, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6305, loss_cls: 2.8152, loss: 2.8152, grad_norm: 2.6498 2020-07-28 23:17:59,016 - mmaction - INFO - Epoch [115][1600/3757] lr: 5.855e-02, eta: 5 days, 7:57:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6180, loss_cls: 2.8505, loss: 2.8505, grad_norm: 2.7506 2020-07-28 23:18:14,809 - mmaction - INFO - Epoch [115][1620/3757] lr: 5.855e-02, eta: 5 days, 7:56:52, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6125, loss_cls: 2.9141, loss: 2.9141, grad_norm: 2.7666 2020-07-28 23:18:30,636 - mmaction - INFO - Epoch [115][1640/3757] lr: 5.855e-02, eta: 5 days, 7:56:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6055, loss_cls: 2.8846, loss: 2.8846, grad_norm: 2.7107 2020-07-28 23:18:46,480 - mmaction - INFO - Epoch [115][1660/3757] lr: 5.855e-02, eta: 5 days, 7:55:37, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3359, top5_acc: 0.6109, loss_cls: 2.9462, loss: 2.9462, grad_norm: 2.7298 2020-07-28 23:19:02,232 - mmaction - INFO - Epoch [115][1680/3757] lr: 5.855e-02, eta: 5 days, 7:54:58, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6047, loss_cls: 2.8846, loss: 2.8846, grad_norm: 2.6545 2020-07-28 23:19:18,042 - mmaction - INFO - Epoch [115][1700/3757] lr: 5.855e-02, eta: 5 days, 7:54:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6109, loss_cls: 2.8710, loss: 2.8710, grad_norm: 2.6654 2020-07-28 23:19:33,854 - mmaction - INFO - Epoch [115][1720/3757] lr: 5.855e-02, eta: 5 days, 7:53:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6211, loss_cls: 2.8327, loss: 2.8327, grad_norm: 2.5836 2020-07-28 23:19:49,646 - mmaction - INFO - Epoch [115][1740/3757] lr: 5.855e-02, eta: 5 days, 7:53:05, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6266, loss_cls: 2.8455, loss: 2.8455, grad_norm: 2.7681 2020-07-28 23:20:05,479 - mmaction - INFO - Epoch [115][1760/3757] lr: 5.855e-02, eta: 5 days, 7:52:28, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6172, loss_cls: 2.8791, loss: 2.8791, grad_norm: 2.7403 2020-07-28 23:20:21,155 - mmaction - INFO - Epoch [115][1780/3757] lr: 5.855e-02, eta: 5 days, 7:51:48, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6602, loss_cls: 2.6894, loss: 2.6894, grad_norm: 2.6657 2020-07-28 23:20:36,943 - mmaction - INFO - Epoch [115][1800/3757] lr: 5.855e-02, eta: 5 days, 7:51:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6312, loss_cls: 2.8415, loss: 2.8415, grad_norm: 2.7213 2020-07-28 23:20:52,821 - mmaction - INFO - Epoch [115][1820/3757] lr: 5.855e-02, eta: 5 days, 7:50:34, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6156, loss_cls: 2.8507, loss: 2.8507, grad_norm: 2.6981 2020-07-28 23:21:08,598 - mmaction - INFO - Epoch [115][1840/3757] lr: 5.855e-02, eta: 5 days, 7:49:56, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6266, loss_cls: 2.8613, loss: 2.8613, grad_norm: 2.7195 2020-07-28 23:21:24,479 - mmaction - INFO - Epoch [115][1860/3757] lr: 5.855e-02, eta: 5 days, 7:49:19, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6102, loss_cls: 2.8437, loss: 2.8437, grad_norm: 2.6996 2020-07-28 23:21:40,285 - mmaction - INFO - Epoch [115][1880/3757] lr: 5.855e-02, eta: 5 days, 7:48:41, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6344, loss_cls: 2.8210, loss: 2.8210, grad_norm: 2.6672 2020-07-28 23:21:56,103 - mmaction - INFO - Epoch [115][1900/3757] lr: 5.855e-02, eta: 5 days, 7:48:04, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6453, loss_cls: 2.7861, loss: 2.7861, grad_norm: 2.7660 2020-07-28 23:22:11,866 - mmaction - INFO - Epoch [115][1920/3757] lr: 5.855e-02, eta: 5 days, 7:47:26, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3484, top5_acc: 0.6109, loss_cls: 2.9154, loss: 2.9154, grad_norm: 2.7121 2020-07-28 23:22:27,553 - mmaction - INFO - Epoch [115][1940/3757] lr: 5.855e-02, eta: 5 days, 7:46:47, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6297, loss_cls: 2.8602, loss: 2.8602, grad_norm: 2.7813 2020-07-28 23:22:43,391 - mmaction - INFO - Epoch [115][1960/3757] lr: 5.855e-02, eta: 5 days, 7:46:10, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6180, loss_cls: 2.9089, loss: 2.9089, grad_norm: 2.7049 2020-07-28 23:22:59,141 - mmaction - INFO - Epoch [115][1980/3757] lr: 5.855e-02, eta: 5 days, 7:45:31, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6352, loss_cls: 2.8540, loss: 2.8540, grad_norm: 2.6348 2020-07-28 23:23:14,977 - mmaction - INFO - Epoch [115][2000/3757] lr: 5.855e-02, eta: 5 days, 7:44:54, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6516, loss_cls: 2.7863, loss: 2.7863, grad_norm: 2.6670 2020-07-28 23:23:30,741 - mmaction - INFO - Epoch [115][2020/3757] lr: 5.855e-02, eta: 5 days, 7:44:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6016, loss_cls: 2.9459, loss: 2.9459, grad_norm: 2.6783 2020-07-28 23:23:46,541 - mmaction - INFO - Epoch [115][2040/3757] lr: 5.855e-02, eta: 5 days, 7:43:38, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6344, loss_cls: 2.7798, loss: 2.7798, grad_norm: 2.6364 2020-07-28 23:24:02,406 - mmaction - INFO - Epoch [115][2060/3757] lr: 5.855e-02, eta: 5 days, 7:43:02, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6359, loss_cls: 2.7785, loss: 2.7785, grad_norm: 2.6050 2020-07-28 23:24:19,108 - mmaction - INFO - Epoch [115][2080/3757] lr: 5.855e-02, eta: 5 days, 7:42:37, time: 0.836, data_time: 0.052, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6461, loss_cls: 2.7323, loss: 2.7323, grad_norm: 2.6990 2020-07-28 23:24:34,972 - mmaction - INFO - Epoch [115][2100/3757] lr: 5.855e-02, eta: 5 days, 7:42:00, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6234, loss_cls: 2.8358, loss: 2.8358, grad_norm: 2.8167 2020-07-28 23:24:50,878 - mmaction - INFO - Epoch [115][2120/3757] lr: 5.855e-02, eta: 5 days, 7:41:24, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6398, loss_cls: 2.7449, loss: 2.7449, grad_norm: 2.6922 2020-07-28 23:25:06,856 - mmaction - INFO - Epoch [115][2140/3757] lr: 5.855e-02, eta: 5 days, 7:40:49, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6352, loss_cls: 2.8205, loss: 2.8205, grad_norm: 2.6751 2020-07-28 23:25:22,538 - mmaction - INFO - Epoch [115][2160/3757] lr: 5.855e-02, eta: 5 days, 7:40:10, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3445, top5_acc: 0.6273, loss_cls: 2.8831, loss: 2.8831, grad_norm: 2.7138 2020-07-28 23:25:38,348 - mmaction - INFO - Epoch [115][2180/3757] lr: 5.855e-02, eta: 5 days, 7:39:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6219, loss_cls: 2.7863, loss: 2.7863, grad_norm: 2.6606 2020-07-28 23:25:54,179 - mmaction - INFO - Epoch [115][2200/3757] lr: 5.855e-02, eta: 5 days, 7:38:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6508, loss_cls: 2.7333, loss: 2.7333, grad_norm: 2.6533 2020-07-28 23:26:09,929 - mmaction - INFO - Epoch [115][2220/3757] lr: 5.855e-02, eta: 5 days, 7:38:18, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6203, loss_cls: 2.7713, loss: 2.7713, grad_norm: 2.5972 2020-07-28 23:26:25,752 - mmaction - INFO - Epoch [115][2240/3757] lr: 5.855e-02, eta: 5 days, 7:37:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6258, loss_cls: 2.8641, loss: 2.8641, grad_norm: 2.7160 2020-07-28 23:26:41,625 - mmaction - INFO - Epoch [115][2260/3757] lr: 5.855e-02, eta: 5 days, 7:37:05, time: 0.794, data_time: 0.008, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6297, loss_cls: 2.8695, loss: 2.8695, grad_norm: 2.6789 2020-07-28 23:26:57,508 - mmaction - INFO - Epoch [115][2280/3757] lr: 5.855e-02, eta: 5 days, 7:36:28, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6008, loss_cls: 2.9304, loss: 2.9304, grad_norm: 2.7087 2020-07-28 23:27:13,400 - mmaction - INFO - Epoch [115][2300/3757] lr: 5.855e-02, eta: 5 days, 7:35:53, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 2.9087, loss: 2.9087, grad_norm: 2.6928 2020-07-28 23:27:29,241 - mmaction - INFO - Epoch [115][2320/3757] lr: 5.855e-02, eta: 5 days, 7:35:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6461, loss_cls: 2.7634, loss: 2.7634, grad_norm: 2.6911 2020-07-28 23:27:45,073 - mmaction - INFO - Epoch [115][2340/3757] lr: 5.855e-02, eta: 5 days, 7:34:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6352, loss_cls: 2.8121, loss: 2.8121, grad_norm: 2.6514 2020-07-28 23:28:00,917 - mmaction - INFO - Epoch [115][2360/3757] lr: 5.855e-02, eta: 5 days, 7:34:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6219, loss_cls: 2.8653, loss: 2.8653, grad_norm: 2.7148 2020-07-28 23:28:16,741 - mmaction - INFO - Epoch [115][2380/3757] lr: 5.855e-02, eta: 5 days, 7:33:26, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6164, loss_cls: 2.8259, loss: 2.8259, grad_norm: 2.6412 2020-07-28 23:28:32,608 - mmaction - INFO - Epoch [115][2400/3757] lr: 5.855e-02, eta: 5 days, 7:32:50, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6562, loss_cls: 2.7329, loss: 2.7329, grad_norm: 2.7317 2020-07-28 23:28:48,451 - mmaction - INFO - Epoch [115][2420/3757] lr: 5.855e-02, eta: 5 days, 7:32:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6344, loss_cls: 2.7899, loss: 2.7899, grad_norm: 2.7251 2020-07-28 23:29:04,261 - mmaction - INFO - Epoch [115][2440/3757] lr: 5.855e-02, eta: 5 days, 7:31:36, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6453, loss_cls: 2.7458, loss: 2.7458, grad_norm: 2.6599 2020-07-28 23:29:20,050 - mmaction - INFO - Epoch [115][2460/3757] lr: 5.855e-02, eta: 5 days, 7:30:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6289, loss_cls: 2.8384, loss: 2.8384, grad_norm: 2.7106 2020-07-28 23:29:35,944 - mmaction - INFO - Epoch [115][2480/3757] lr: 5.855e-02, eta: 5 days, 7:30:23, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6336, loss_cls: 2.7968, loss: 2.7968, grad_norm: 2.6797 2020-07-28 23:29:52,030 - mmaction - INFO - Epoch [115][2500/3757] lr: 5.855e-02, eta: 5 days, 7:29:50, time: 0.805, data_time: 0.018, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6102, loss_cls: 2.8923, loss: 2.8923, grad_norm: 2.7864 2020-07-28 23:30:07,934 - mmaction - INFO - Epoch [115][2520/3757] lr: 5.855e-02, eta: 5 days, 7:29:14, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6188, loss_cls: 2.8535, loss: 2.8535, grad_norm: 2.6757 2020-07-28 23:30:23,629 - mmaction - INFO - Epoch [115][2540/3757] lr: 5.855e-02, eta: 5 days, 7:28:36, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6320, loss_cls: 2.8343, loss: 2.8343, grad_norm: 2.7980 2020-07-28 23:30:39,444 - mmaction - INFO - Epoch [115][2560/3757] lr: 5.855e-02, eta: 5 days, 7:27:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6477, loss_cls: 2.7651, loss: 2.7651, grad_norm: 2.6827 2020-07-28 23:30:55,206 - mmaction - INFO - Epoch [115][2580/3757] lr: 5.855e-02, eta: 5 days, 7:27:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6094, loss_cls: 2.9247, loss: 2.9247, grad_norm: 2.7115 2020-07-28 23:31:11,033 - mmaction - INFO - Epoch [115][2600/3757] lr: 5.855e-02, eta: 5 days, 7:26:45, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6211, loss_cls: 2.8769, loss: 2.8769, grad_norm: 2.7383 2020-07-28 23:31:26,983 - mmaction - INFO - Epoch [115][2620/3757] lr: 5.855e-02, eta: 5 days, 7:26:10, time: 0.798, data_time: 0.010, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6422, loss_cls: 2.7782, loss: 2.7782, grad_norm: 2.6270 2020-07-28 23:31:42,784 - mmaction - INFO - Epoch [115][2640/3757] lr: 5.855e-02, eta: 5 days, 7:25:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6445, loss_cls: 2.7757, loss: 2.7757, grad_norm: 2.7352 2020-07-28 23:31:58,654 - mmaction - INFO - Epoch [115][2660/3757] lr: 5.855e-02, eta: 5 days, 7:24:57, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3469, top5_acc: 0.6016, loss_cls: 2.8982, loss: 2.8982, grad_norm: 2.7275 2020-07-28 23:32:14,485 - mmaction - INFO - Epoch [115][2680/3757] lr: 5.855e-02, eta: 5 days, 7:24:21, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6281, loss_cls: 2.7814, loss: 2.7814, grad_norm: 2.7353 2020-07-28 23:32:30,318 - mmaction - INFO - Epoch [115][2700/3757] lr: 5.855e-02, eta: 5 days, 7:23:45, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6203, loss_cls: 2.8419, loss: 2.8419, grad_norm: 2.7126 2020-07-28 23:32:46,135 - mmaction - INFO - Epoch [115][2720/3757] lr: 5.855e-02, eta: 5 days, 7:23:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6055, loss_cls: 2.8830, loss: 2.8830, grad_norm: 2.6326 2020-07-28 23:33:02,056 - mmaction - INFO - Epoch [115][2740/3757] lr: 5.855e-02, eta: 5 days, 7:22:33, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6430, loss_cls: 2.8686, loss: 2.8686, grad_norm: 2.6750 2020-07-28 23:33:17,780 - mmaction - INFO - Epoch [115][2760/3757] lr: 5.855e-02, eta: 5 days, 7:21:55, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6148, loss_cls: 2.9060, loss: 2.9060, grad_norm: 2.6835 2020-07-28 23:33:33,560 - mmaction - INFO - Epoch [115][2780/3757] lr: 5.855e-02, eta: 5 days, 7:21:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6188, loss_cls: 2.8628, loss: 2.8628, grad_norm: 2.7129 2020-07-28 23:33:49,393 - mmaction - INFO - Epoch [115][2800/3757] lr: 5.855e-02, eta: 5 days, 7:20:42, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6109, loss_cls: 2.9061, loss: 2.9061, grad_norm: 2.6791 2020-07-28 23:34:05,242 - mmaction - INFO - Epoch [115][2820/3757] lr: 5.855e-02, eta: 5 days, 7:20:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6070, loss_cls: 2.9282, loss: 2.9282, grad_norm: 2.7183 2020-07-28 23:34:21,133 - mmaction - INFO - Epoch [115][2840/3757] lr: 5.855e-02, eta: 5 days, 7:19:30, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6359, loss_cls: 2.7542, loss: 2.7542, grad_norm: 2.6404 2020-07-28 23:34:36,960 - mmaction - INFO - Epoch [115][2860/3757] lr: 5.855e-02, eta: 5 days, 7:18:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6078, loss_cls: 2.8878, loss: 2.8878, grad_norm: 2.6977 2020-07-28 23:34:52,750 - mmaction - INFO - Epoch [115][2880/3757] lr: 5.855e-02, eta: 5 days, 7:18:17, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6148, loss_cls: 2.8876, loss: 2.8876, grad_norm: 2.7185 2020-07-28 23:35:08,548 - mmaction - INFO - Epoch [115][2900/3757] lr: 5.855e-02, eta: 5 days, 7:17:41, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.3578, top5_acc: 0.5844, loss_cls: 2.9290, loss: 2.9290, grad_norm: 2.6724 2020-07-28 23:35:24,350 - mmaction - INFO - Epoch [115][2920/3757] lr: 5.855e-02, eta: 5 days, 7:17:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6164, loss_cls: 2.8797, loss: 2.8797, grad_norm: 2.6716 2020-07-28 23:35:40,227 - mmaction - INFO - Epoch [115][2940/3757] lr: 5.855e-02, eta: 5 days, 7:16:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6148, loss_cls: 2.8634, loss: 2.8634, grad_norm: 2.6789 2020-07-28 23:35:56,022 - mmaction - INFO - Epoch [115][2960/3757] lr: 5.855e-02, eta: 5 days, 7:15:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6289, loss_cls: 2.8841, loss: 2.8841, grad_norm: 2.7327 2020-07-28 23:36:11,938 - mmaction - INFO - Epoch [115][2980/3757] lr: 5.855e-02, eta: 5 days, 7:15:17, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6188, loss_cls: 2.9044, loss: 2.9044, grad_norm: 2.6697 2020-07-28 23:36:27,718 - mmaction - INFO - Epoch [115][3000/3757] lr: 5.855e-02, eta: 5 days, 7:14:40, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.3594, top5_acc: 0.5930, loss_cls: 2.9348, loss: 2.9348, grad_norm: 2.6855 2020-07-28 23:36:43,487 - mmaction - INFO - Epoch [115][3020/3757] lr: 5.855e-02, eta: 5 days, 7:14:03, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6039, loss_cls: 2.8743, loss: 2.8743, grad_norm: 2.6738 2020-07-28 23:36:59,381 - mmaction - INFO - Epoch [115][3040/3757] lr: 5.855e-02, eta: 5 days, 7:13:28, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6367, loss_cls: 2.8371, loss: 2.8371, grad_norm: 2.6592 2020-07-28 23:37:15,158 - mmaction - INFO - Epoch [115][3060/3757] lr: 5.855e-02, eta: 5 days, 7:12:51, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6242, loss_cls: 2.8725, loss: 2.8725, grad_norm: 2.6834 2020-07-28 23:37:31,048 - mmaction - INFO - Epoch [115][3080/3757] lr: 5.855e-02, eta: 5 days, 7:12:16, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3469, top5_acc: 0.6086, loss_cls: 2.9211, loss: 2.9211, grad_norm: 2.7317 2020-07-28 23:37:46,815 - mmaction - INFO - Epoch [115][3100/3757] lr: 5.855e-02, eta: 5 days, 7:11:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6102, loss_cls: 2.8895, loss: 2.8895, grad_norm: 2.6307 2020-07-28 23:38:02,650 - mmaction - INFO - Epoch [115][3120/3757] lr: 5.855e-02, eta: 5 days, 7:11:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6125, loss_cls: 2.8705, loss: 2.8705, grad_norm: 2.6808 2020-07-28 23:38:18,498 - mmaction - INFO - Epoch [115][3140/3757] lr: 5.855e-02, eta: 5 days, 7:10:28, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6242, loss_cls: 2.8287, loss: 2.8287, grad_norm: 2.6448 2020-07-28 23:38:34,393 - mmaction - INFO - Epoch [115][3160/3757] lr: 5.855e-02, eta: 5 days, 7:09:52, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6234, loss_cls: 2.8807, loss: 2.8807, grad_norm: 2.7551 2020-07-28 23:38:50,146 - mmaction - INFO - Epoch [115][3180/3757] lr: 5.855e-02, eta: 5 days, 7:09:15, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6227, loss_cls: 2.8340, loss: 2.8340, grad_norm: 2.7336 2020-07-28 23:39:06,002 - mmaction - INFO - Epoch [115][3200/3757] lr: 5.855e-02, eta: 5 days, 7:08:40, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6172, loss_cls: 2.8624, loss: 2.8624, grad_norm: 2.7022 2020-07-28 23:39:21,876 - mmaction - INFO - Epoch [115][3220/3757] lr: 5.855e-02, eta: 5 days, 7:08:05, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6336, loss_cls: 2.7919, loss: 2.7919, grad_norm: 2.6475 2020-07-28 23:39:37,734 - mmaction - INFO - Epoch [115][3240/3757] lr: 5.855e-02, eta: 5 days, 7:07:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6109, loss_cls: 2.8372, loss: 2.8372, grad_norm: 2.7009 2020-07-28 23:39:54,025 - mmaction - INFO - Epoch [115][3260/3757] lr: 5.855e-02, eta: 5 days, 7:06:59, time: 0.816, data_time: 0.027, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6531, loss_cls: 2.7990, loss: 2.7990, grad_norm: 2.6911 2020-07-28 23:40:09,815 - mmaction - INFO - Epoch [115][3280/3757] lr: 5.855e-02, eta: 5 days, 7:06:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6125, loss_cls: 2.9011, loss: 2.9011, grad_norm: 2.7613 2020-07-28 23:40:25,656 - mmaction - INFO - Epoch [115][3300/3757] lr: 5.855e-02, eta: 5 days, 7:05:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6023, loss_cls: 2.8866, loss: 2.8866, grad_norm: 2.6768 2020-07-28 23:40:41,663 - mmaction - INFO - Epoch [115][3320/3757] lr: 5.855e-02, eta: 5 days, 7:05:14, time: 0.801, data_time: 0.014, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6133, loss_cls: 2.8971, loss: 2.8971, grad_norm: 2.7178 2020-07-28 23:40:57,549 - mmaction - INFO - Epoch [115][3340/3757] lr: 5.855e-02, eta: 5 days, 7:04:39, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6086, loss_cls: 2.8958, loss: 2.8958, grad_norm: 2.7548 2020-07-28 23:41:13,304 - mmaction - INFO - Epoch [115][3360/3757] lr: 5.855e-02, eta: 5 days, 7:04:02, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6289, loss_cls: 2.8498, loss: 2.8498, grad_norm: 2.8053 2020-07-28 23:41:29,111 - mmaction - INFO - Epoch [115][3380/3757] lr: 5.855e-02, eta: 5 days, 7:03:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6219, loss_cls: 2.9111, loss: 2.9111, grad_norm: 2.7877 2020-07-28 23:41:44,868 - mmaction - INFO - Epoch [115][3400/3757] lr: 5.855e-02, eta: 5 days, 7:02:49, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6305, loss_cls: 2.8133, loss: 2.8133, grad_norm: 2.7304 2020-07-28 23:42:00,755 - mmaction - INFO - Epoch [115][3420/3757] lr: 5.855e-02, eta: 5 days, 7:02:14, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3500, top5_acc: 0.5953, loss_cls: 2.9556, loss: 2.9556, grad_norm: 2.7376 2020-07-28 23:42:16,661 - mmaction - INFO - Epoch [115][3440/3757] lr: 5.855e-02, eta: 5 days, 7:01:40, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6234, loss_cls: 2.8753, loss: 2.8753, grad_norm: 2.6727 2020-07-28 23:42:32,529 - mmaction - INFO - Epoch [115][3460/3757] lr: 5.855e-02, eta: 5 days, 7:01:04, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6281, loss_cls: 2.8578, loss: 2.8578, grad_norm: 2.7524 2020-07-28 23:42:48,360 - mmaction - INFO - Epoch [115][3480/3757] lr: 5.855e-02, eta: 5 days, 7:00:29, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6016, loss_cls: 2.9466, loss: 2.9466, grad_norm: 2.6505 2020-07-28 23:43:04,159 - mmaction - INFO - Epoch [115][3500/3757] lr: 5.855e-02, eta: 5 days, 6:59:53, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6469, loss_cls: 2.8024, loss: 2.8024, grad_norm: 2.6967 2020-07-28 23:43:19,951 - mmaction - INFO - Epoch [115][3520/3757] lr: 5.855e-02, eta: 5 days, 6:59:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6203, loss_cls: 2.8021, loss: 2.8021, grad_norm: 2.7059 2020-07-28 23:43:35,858 - mmaction - INFO - Epoch [115][3540/3757] lr: 5.855e-02, eta: 5 days, 6:58:42, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6141, loss_cls: 2.7586, loss: 2.7586, grad_norm: 2.6507 2020-07-28 23:43:51,578 - mmaction - INFO - Epoch [115][3560/3757] lr: 5.855e-02, eta: 5 days, 6:58:05, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6445, loss_cls: 2.7810, loss: 2.7810, grad_norm: 2.6583 2020-07-28 23:44:07,543 - mmaction - INFO - Epoch [115][3580/3757] lr: 5.855e-02, eta: 5 days, 6:57:31, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6328, loss_cls: 2.8328, loss: 2.8328, grad_norm: 2.8482 2020-07-28 23:44:23,324 - mmaction - INFO - Epoch [115][3600/3757] lr: 5.855e-02, eta: 5 days, 6:56:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6367, loss_cls: 2.7719, loss: 2.7719, grad_norm: 2.6630 2020-07-28 23:44:39,105 - mmaction - INFO - Epoch [115][3620/3757] lr: 5.855e-02, eta: 5 days, 6:56:19, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6414, loss_cls: 2.8233, loss: 2.8233, grad_norm: 2.7654 2020-07-28 23:44:54,843 - mmaction - INFO - Epoch [115][3640/3757] lr: 5.855e-02, eta: 5 days, 6:55:42, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6109, loss_cls: 2.7923, loss: 2.7923, grad_norm: 2.7554 2020-07-28 23:45:10,771 - mmaction - INFO - Epoch [115][3660/3757] lr: 5.855e-02, eta: 5 days, 6:55:08, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6219, loss_cls: 2.8946, loss: 2.8946, grad_norm: 2.7543 2020-07-28 23:45:27,052 - mmaction - INFO - Epoch [115][3680/3757] lr: 5.855e-02, eta: 5 days, 6:54:39, time: 0.814, data_time: 0.017, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6227, loss_cls: 2.8074, loss: 2.8074, grad_norm: 2.7370 2020-07-28 23:45:42,935 - mmaction - INFO - Epoch [115][3700/3757] lr: 5.855e-02, eta: 5 days, 6:54:04, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6469, loss_cls: 2.6903, loss: 2.6903, grad_norm: 2.7230 2020-07-28 23:45:58,723 - mmaction - INFO - Epoch [115][3720/3757] lr: 5.855e-02, eta: 5 days, 6:53:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6508, loss_cls: 2.7442, loss: 2.7442, grad_norm: 2.7405 2020-07-28 23:46:14,585 - mmaction - INFO - Epoch [115][3740/3757] lr: 5.855e-02, eta: 5 days, 6:52:53, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6297, loss_cls: 2.8404, loss: 2.8404, grad_norm: 2.7137 2020-07-28 23:54:00,230 - mmaction - INFO - Epoch [116][20/3757] lr: 5.794e-02, eta: 5 days, 8:20:11, time: 22.164, data_time: 21.270, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6336, loss_cls: 2.7533, loss: 2.7533, grad_norm: 2.6782 2020-07-28 23:54:16,188 - mmaction - INFO - Epoch [116][40/3757] lr: 5.794e-02, eta: 5 days, 8:19:35, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6141, loss_cls: 2.8407, loss: 2.8407, grad_norm: 2.7667 2020-07-28 23:54:32,157 - mmaction - INFO - Epoch [116][60/3757] lr: 5.794e-02, eta: 5 days, 8:18:59, time: 0.798, data_time: 0.011, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6219, loss_cls: 2.8418, loss: 2.8418, grad_norm: 2.7698 2020-07-28 23:54:48,280 - mmaction - INFO - Epoch [116][80/3757] lr: 5.794e-02, eta: 5 days, 8:18:24, time: 0.806, data_time: 0.018, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6250, loss_cls: 2.8069, loss: 2.8069, grad_norm: 2.7154 2020-07-28 23:55:04,812 - mmaction - INFO - Epoch [116][100/3757] lr: 5.794e-02, eta: 5 days, 8:17:55, time: 0.826, data_time: 0.025, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6383, loss_cls: 2.7441, loss: 2.7441, grad_norm: 2.6902 2020-07-28 23:55:20,505 - mmaction - INFO - Epoch [116][120/3757] lr: 5.794e-02, eta: 5 days, 8:17:16, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6250, loss_cls: 2.8071, loss: 2.8071, grad_norm: 2.7753 2020-07-28 23:55:39,549 - mmaction - INFO - Epoch [116][140/3757] lr: 5.794e-02, eta: 5 days, 8:17:18, time: 0.951, data_time: 0.026, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6453, loss_cls: 2.7047, loss: 2.7047, grad_norm: 2.7905 2020-07-28 23:55:56,243 - mmaction - INFO - Epoch [116][160/3757] lr: 5.794e-02, eta: 5 days, 8:16:52, time: 0.836, data_time: 0.047, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6406, loss_cls: 2.7749, loss: 2.7749, grad_norm: 2.8010 2020-07-28 23:56:20,083 - mmaction - INFO - Epoch [116][180/3757] lr: 5.794e-02, eta: 5 days, 8:17:56, time: 1.192, data_time: 0.167, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6273, loss_cls: 2.8474, loss: 2.8474, grad_norm: 2.8097 2020-07-28 23:56:36,690 - mmaction - INFO - Epoch [116][200/3757] lr: 5.794e-02, eta: 5 days, 8:17:28, time: 0.830, data_time: 0.044, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6516, loss_cls: 2.7702, loss: 2.7702, grad_norm: 2.7516 2020-07-28 23:56:52,579 - mmaction - INFO - Epoch [116][220/3757] lr: 5.794e-02, eta: 5 days, 8:16:50, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6297, loss_cls: 2.8191, loss: 2.8191, grad_norm: 2.8132 2020-07-28 23:57:11,075 - mmaction - INFO - Epoch [116][240/3757] lr: 5.794e-02, eta: 5 days, 8:16:46, time: 0.926, data_time: 0.002, memory: 6192, top1_acc: 0.3422, top5_acc: 0.6117, loss_cls: 2.9895, loss: 2.9895, grad_norm: 2.6952 2020-07-28 23:57:27,865 - mmaction - INFO - Epoch [116][260/3757] lr: 5.794e-02, eta: 5 days, 8:16:21, time: 0.840, data_time: 0.050, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6297, loss_cls: 2.8066, loss: 2.8066, grad_norm: 2.7325 2020-07-28 23:57:47,504 - mmaction - INFO - Epoch [116][280/3757] lr: 5.794e-02, eta: 5 days, 8:16:31, time: 0.981, data_time: 0.163, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6195, loss_cls: 2.7874, loss: 2.7874, grad_norm: 2.6841 2020-07-28 23:58:03,807 - mmaction - INFO - Epoch [116][300/3757] lr: 5.794e-02, eta: 5 days, 8:15:59, time: 0.815, data_time: 0.027, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6289, loss_cls: 2.8234, loss: 2.8234, grad_norm: 2.6783 2020-07-28 23:58:19,855 - mmaction - INFO - Epoch [116][320/3757] lr: 5.794e-02, eta: 5 days, 8:15:24, time: 0.803, data_time: 0.016, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6484, loss_cls: 2.7362, loss: 2.7362, grad_norm: 2.7447 2020-07-28 23:58:35,887 - mmaction - INFO - Epoch [116][340/3757] lr: 5.794e-02, eta: 5 days, 8:14:48, time: 0.801, data_time: 0.005, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6242, loss_cls: 2.8664, loss: 2.8664, grad_norm: 2.7115 2020-07-28 23:58:51,720 - mmaction - INFO - Epoch [116][360/3757] lr: 5.794e-02, eta: 5 days, 8:14:11, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6258, loss_cls: 2.8194, loss: 2.8194, grad_norm: 2.6626 2020-07-28 23:59:07,944 - mmaction - INFO - Epoch [116][380/3757] lr: 5.794e-02, eta: 5 days, 8:13:38, time: 0.812, data_time: 0.017, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6367, loss_cls: 2.8007, loss: 2.8007, grad_norm: 2.7540 2020-07-28 23:59:23,714 - mmaction - INFO - Epoch [116][400/3757] lr: 5.794e-02, eta: 5 days, 8:12:59, time: 0.786, data_time: 0.005, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6438, loss_cls: 2.7892, loss: 2.7892, grad_norm: 2.7434 2020-07-28 23:59:39,984 - mmaction - INFO - Epoch [116][420/3757] lr: 5.794e-02, eta: 5 days, 8:12:27, time: 0.816, data_time: 0.016, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6086, loss_cls: 2.8712, loss: 2.8712, grad_norm: 2.7589 2020-07-28 23:59:55,839 - mmaction - INFO - Epoch [116][440/3757] lr: 5.794e-02, eta: 5 days, 8:11:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6367, loss_cls: 2.8265, loss: 2.8265, grad_norm: 2.7428 2020-07-29 00:00:18,327 - mmaction - INFO - Epoch [116][460/3757] lr: 5.794e-02, eta: 5 days, 8:12:35, time: 1.122, data_time: 0.021, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6219, loss_cls: 2.8170, loss: 2.8170, grad_norm: 2.7067 2020-07-29 00:00:34,206 - mmaction - INFO - Epoch [116][480/3757] lr: 5.794e-02, eta: 5 days, 8:11:59, time: 0.796, data_time: 0.008, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6227, loss_cls: 2.8662, loss: 2.8662, grad_norm: 2.7311 2020-07-29 00:00:50,067 - mmaction - INFO - Epoch [116][500/3757] lr: 5.794e-02, eta: 5 days, 8:11:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6320, loss_cls: 2.8042, loss: 2.8042, grad_norm: 2.7442 2020-07-29 00:01:05,942 - mmaction - INFO - Epoch [116][520/3757] lr: 5.794e-02, eta: 5 days, 8:10:44, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6242, loss_cls: 2.7970, loss: 2.7970, grad_norm: 2.7950 2020-07-29 00:01:26,057 - mmaction - INFO - Epoch [116][540/3757] lr: 5.794e-02, eta: 5 days, 8:11:00, time: 1.007, data_time: 0.181, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6477, loss_cls: 2.7851, loss: 2.7851, grad_norm: 2.8255 2020-07-29 00:01:42,301 - mmaction - INFO - Epoch [116][560/3757] lr: 5.794e-02, eta: 5 days, 8:10:28, time: 0.811, data_time: 0.022, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6359, loss_cls: 2.7548, loss: 2.7548, grad_norm: 2.6423 2020-07-29 00:01:58,348 - mmaction - INFO - Epoch [116][580/3757] lr: 5.794e-02, eta: 5 days, 8:09:53, time: 0.804, data_time: 0.007, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6523, loss_cls: 2.6655, loss: 2.6655, grad_norm: 2.6755 2020-07-29 00:02:14,739 - mmaction - INFO - Epoch [116][600/3757] lr: 5.794e-02, eta: 5 days, 8:09:22, time: 0.818, data_time: 0.022, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6422, loss_cls: 2.6954, loss: 2.6954, grad_norm: 2.6989 2020-07-29 00:02:30,475 - mmaction - INFO - Epoch [116][620/3757] lr: 5.794e-02, eta: 5 days, 8:08:43, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6195, loss_cls: 2.9010, loss: 2.9010, grad_norm: 2.7644 2020-07-29 00:02:46,310 - mmaction - INFO - Epoch [116][640/3757] lr: 5.794e-02, eta: 5 days, 8:08:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6523, loss_cls: 2.7343, loss: 2.7343, grad_norm: 2.6516 2020-07-29 00:03:02,149 - mmaction - INFO - Epoch [116][660/3757] lr: 5.794e-02, eta: 5 days, 8:07:28, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6102, loss_cls: 2.8861, loss: 2.8861, grad_norm: 2.7763 2020-07-29 00:03:17,981 - mmaction - INFO - Epoch [116][680/3757] lr: 5.794e-02, eta: 5 days, 8:06:50, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6289, loss_cls: 2.8340, loss: 2.8340, grad_norm: 2.6846 2020-07-29 00:03:33,891 - mmaction - INFO - Epoch [116][700/3757] lr: 5.794e-02, eta: 5 days, 8:06:14, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6172, loss_cls: 2.8909, loss: 2.8909, grad_norm: 2.7779 2020-07-29 00:03:49,764 - mmaction - INFO - Epoch [116][720/3757] lr: 5.794e-02, eta: 5 days, 8:05:37, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6125, loss_cls: 2.8736, loss: 2.8736, grad_norm: 2.6328 2020-07-29 00:04:05,621 - mmaction - INFO - Epoch [116][740/3757] lr: 5.794e-02, eta: 5 days, 8:04:59, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3469, top5_acc: 0.6172, loss_cls: 2.9146, loss: 2.9146, grad_norm: 2.6941 2020-07-29 00:04:21,484 - mmaction - INFO - Epoch [116][760/3757] lr: 5.794e-02, eta: 5 days, 8:04:22, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6445, loss_cls: 2.8031, loss: 2.8031, grad_norm: 2.6839 2020-07-29 00:04:37,302 - mmaction - INFO - Epoch [116][780/3757] lr: 5.794e-02, eta: 5 days, 8:03:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6094, loss_cls: 2.9097, loss: 2.9097, grad_norm: 2.6891 2020-07-29 00:04:53,085 - mmaction - INFO - Epoch [116][800/3757] lr: 5.794e-02, eta: 5 days, 8:03:06, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6297, loss_cls: 2.7814, loss: 2.7814, grad_norm: 2.6967 2020-07-29 00:05:08,944 - mmaction - INFO - Epoch [116][820/3757] lr: 5.794e-02, eta: 5 days, 8:02:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6328, loss_cls: 2.7844, loss: 2.7844, grad_norm: 2.7004 2020-07-29 00:05:25,107 - mmaction - INFO - Epoch [116][840/3757] lr: 5.794e-02, eta: 5 days, 8:01:56, time: 0.809, data_time: 0.017, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6492, loss_cls: 2.7713, loss: 2.7713, grad_norm: 2.7834 2020-07-29 00:05:40,935 - mmaction - INFO - Epoch [116][860/3757] lr: 5.794e-02, eta: 5 days, 8:01:19, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6352, loss_cls: 2.7769, loss: 2.7769, grad_norm: 2.7230 2020-07-29 00:05:57,210 - mmaction - INFO - Epoch [116][880/3757] lr: 5.794e-02, eta: 5 days, 8:00:46, time: 0.813, data_time: 0.023, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6172, loss_cls: 2.8786, loss: 2.8786, grad_norm: 2.8208 2020-07-29 00:06:13,285 - mmaction - INFO - Epoch [116][900/3757] lr: 5.794e-02, eta: 5 days, 8:00:12, time: 0.804, data_time: 0.019, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6219, loss_cls: 2.8447, loss: 2.8447, grad_norm: 2.6828 2020-07-29 00:06:29,448 - mmaction - INFO - Epoch [116][920/3757] lr: 5.794e-02, eta: 5 days, 7:59:39, time: 0.809, data_time: 0.024, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6180, loss_cls: 2.8539, loss: 2.8539, grad_norm: 2.7038 2020-07-29 00:06:45,602 - mmaction - INFO - Epoch [116][940/3757] lr: 5.794e-02, eta: 5 days, 7:59:05, time: 0.807, data_time: 0.023, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6180, loss_cls: 2.8325, loss: 2.8325, grad_norm: 2.6366 2020-07-29 00:07:01,681 - mmaction - INFO - Epoch [116][960/3757] lr: 5.794e-02, eta: 5 days, 7:58:31, time: 0.804, data_time: 0.016, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6352, loss_cls: 2.7682, loss: 2.7682, grad_norm: 2.7381 2020-07-29 00:07:17,551 - mmaction - INFO - Epoch [116][980/3757] lr: 5.794e-02, eta: 5 days, 7:57:54, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6484, loss_cls: 2.7692, loss: 2.7692, grad_norm: 2.7571 2020-07-29 00:07:33,400 - mmaction - INFO - Epoch [116][1000/3757] lr: 5.794e-02, eta: 5 days, 7:57:17, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6180, loss_cls: 2.8583, loss: 2.8583, grad_norm: 2.6871 2020-07-29 00:07:49,555 - mmaction - INFO - Epoch [116][1020/3757] lr: 5.794e-02, eta: 5 days, 7:56:44, time: 0.808, data_time: 0.023, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6414, loss_cls: 2.8259, loss: 2.8259, grad_norm: 2.7345 2020-07-29 00:08:05,372 - mmaction - INFO - Epoch [116][1040/3757] lr: 5.794e-02, eta: 5 days, 7:56:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6203, loss_cls: 2.8897, loss: 2.8897, grad_norm: 2.7469 2020-07-29 00:08:21,188 - mmaction - INFO - Epoch [116][1060/3757] lr: 5.794e-02, eta: 5 days, 7:55:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6289, loss_cls: 2.7365, loss: 2.7365, grad_norm: 2.6623 2020-07-29 00:08:36,945 - mmaction - INFO - Epoch [116][1080/3757] lr: 5.794e-02, eta: 5 days, 7:54:51, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6430, loss_cls: 2.7675, loss: 2.7675, grad_norm: 2.7183 2020-07-29 00:08:52,715 - mmaction - INFO - Epoch [116][1100/3757] lr: 5.794e-02, eta: 5 days, 7:54:13, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6422, loss_cls: 2.7314, loss: 2.7314, grad_norm: 2.7462 2020-07-29 00:09:08,559 - mmaction - INFO - Epoch [116][1120/3757] lr: 5.794e-02, eta: 5 days, 7:53:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6547, loss_cls: 2.7074, loss: 2.7074, grad_norm: 2.7267 2020-07-29 00:09:24,481 - mmaction - INFO - Epoch [116][1140/3757] lr: 5.794e-02, eta: 5 days, 7:53:00, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6281, loss_cls: 2.8561, loss: 2.8561, grad_norm: 2.7328 2020-07-29 00:09:40,597 - mmaction - INFO - Epoch [116][1160/3757] lr: 5.794e-02, eta: 5 days, 7:52:26, time: 0.807, data_time: 0.019, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6086, loss_cls: 2.9339, loss: 2.9339, grad_norm: 2.6903 2020-07-29 00:09:56,921 - mmaction - INFO - Epoch [116][1180/3757] lr: 5.794e-02, eta: 5 days, 7:51:55, time: 0.815, data_time: 0.025, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6031, loss_cls: 2.9093, loss: 2.9093, grad_norm: 2.7789 2020-07-29 00:10:13,077 - mmaction - INFO - Epoch [116][1200/3757] lr: 5.794e-02, eta: 5 days, 7:51:22, time: 0.808, data_time: 0.018, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6242, loss_cls: 2.8370, loss: 2.8370, grad_norm: 2.6397 2020-07-29 00:10:29,257 - mmaction - INFO - Epoch [116][1220/3757] lr: 5.794e-02, eta: 5 days, 7:50:49, time: 0.809, data_time: 0.024, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6266, loss_cls: 2.7461, loss: 2.7461, grad_norm: 2.6841 2020-07-29 00:10:45,115 - mmaction - INFO - Epoch [116][1240/3757] lr: 5.794e-02, eta: 5 days, 7:50:12, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6219, loss_cls: 2.8908, loss: 2.8908, grad_norm: 2.7835 2020-07-29 00:11:00,921 - mmaction - INFO - Epoch [116][1260/3757] lr: 5.794e-02, eta: 5 days, 7:49:35, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6172, loss_cls: 2.8815, loss: 2.8815, grad_norm: 2.7802 2020-07-29 00:11:16,759 - mmaction - INFO - Epoch [116][1280/3757] lr: 5.794e-02, eta: 5 days, 7:48:58, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6078, loss_cls: 2.9174, loss: 2.9174, grad_norm: 2.6775 2020-07-29 00:11:32,618 - mmaction - INFO - Epoch [116][1300/3757] lr: 5.794e-02, eta: 5 days, 7:48:21, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6242, loss_cls: 2.8232, loss: 2.8232, grad_norm: 2.6395 2020-07-29 00:11:48,409 - mmaction - INFO - Epoch [116][1320/3757] lr: 5.794e-02, eta: 5 days, 7:47:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6469, loss_cls: 2.7725, loss: 2.7725, grad_norm: 2.5902 2020-07-29 00:12:04,224 - mmaction - INFO - Epoch [116][1340/3757] lr: 5.794e-02, eta: 5 days, 7:47:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6383, loss_cls: 2.7405, loss: 2.7405, grad_norm: 2.7028 2020-07-29 00:12:20,062 - mmaction - INFO - Epoch [116][1360/3757] lr: 5.794e-02, eta: 5 days, 7:46:30, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6562, loss_cls: 2.7326, loss: 2.7326, grad_norm: 2.7483 2020-07-29 00:12:35,847 - mmaction - INFO - Epoch [116][1380/3757] lr: 5.794e-02, eta: 5 days, 7:45:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6391, loss_cls: 2.7854, loss: 2.7854, grad_norm: 2.8007 2020-07-29 00:12:51,705 - mmaction - INFO - Epoch [116][1400/3757] lr: 5.794e-02, eta: 5 days, 7:45:16, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6148, loss_cls: 2.8766, loss: 2.8766, grad_norm: 2.7173 2020-07-29 00:13:07,373 - mmaction - INFO - Epoch [116][1420/3757] lr: 5.794e-02, eta: 5 days, 7:44:37, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6266, loss_cls: 2.8722, loss: 2.8722, grad_norm: 2.7277 2020-07-29 00:13:23,227 - mmaction - INFO - Epoch [116][1440/3757] lr: 5.794e-02, eta: 5 days, 7:44:00, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6320, loss_cls: 2.8715, loss: 2.8715, grad_norm: 2.7329 2020-07-29 00:13:38,940 - mmaction - INFO - Epoch [116][1460/3757] lr: 5.794e-02, eta: 5 days, 7:43:22, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6281, loss_cls: 2.8515, loss: 2.8515, grad_norm: 2.7488 2020-07-29 00:13:54,817 - mmaction - INFO - Epoch [116][1480/3757] lr: 5.794e-02, eta: 5 days, 7:42:45, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6438, loss_cls: 2.8080, loss: 2.8080, grad_norm: 2.6857 2020-07-29 00:14:10,561 - mmaction - INFO - Epoch [116][1500/3757] lr: 5.794e-02, eta: 5 days, 7:42:08, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6547, loss_cls: 2.7185, loss: 2.7185, grad_norm: 2.7023 2020-07-29 00:14:26,342 - mmaction - INFO - Epoch [116][1520/3757] lr: 5.794e-02, eta: 5 days, 7:41:30, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6406, loss_cls: 2.8334, loss: 2.8334, grad_norm: 2.7278 2020-07-29 00:14:42,139 - mmaction - INFO - Epoch [116][1540/3757] lr: 5.794e-02, eta: 5 days, 7:40:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6461, loss_cls: 2.7565, loss: 2.7565, grad_norm: 2.7037 2020-07-29 00:14:57,954 - mmaction - INFO - Epoch [116][1560/3757] lr: 5.794e-02, eta: 5 days, 7:40:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6383, loss_cls: 2.8447, loss: 2.8447, grad_norm: 2.7249 2020-07-29 00:15:13,840 - mmaction - INFO - Epoch [116][1580/3757] lr: 5.794e-02, eta: 5 days, 7:39:40, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6055, loss_cls: 2.9247, loss: 2.9247, grad_norm: 2.7237 2020-07-29 00:15:29,645 - mmaction - INFO - Epoch [116][1600/3757] lr: 5.794e-02, eta: 5 days, 7:39:03, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6250, loss_cls: 2.8168, loss: 2.8168, grad_norm: 2.6369 2020-07-29 00:15:45,657 - mmaction - INFO - Epoch [116][1620/3757] lr: 5.794e-02, eta: 5 days, 7:38:28, time: 0.801, data_time: 0.012, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6359, loss_cls: 2.8348, loss: 2.8348, grad_norm: 2.7563 2020-07-29 00:16:01,423 - mmaction - INFO - Epoch [116][1640/3757] lr: 5.794e-02, eta: 5 days, 7:37:51, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6258, loss_cls: 2.8014, loss: 2.8014, grad_norm: 2.6829 2020-07-29 00:16:17,204 - mmaction - INFO - Epoch [116][1660/3757] lr: 5.794e-02, eta: 5 days, 7:37:13, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6273, loss_cls: 2.7768, loss: 2.7768, grad_norm: 2.7225 2020-07-29 00:16:32,982 - mmaction - INFO - Epoch [116][1680/3757] lr: 5.794e-02, eta: 5 days, 7:36:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.9587, loss: 2.9587, grad_norm: 2.7969 2020-07-29 00:16:48,804 - mmaction - INFO - Epoch [116][1700/3757] lr: 5.794e-02, eta: 5 days, 7:35:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6211, loss_cls: 2.8055, loss: 2.8055, grad_norm: 2.6528 2020-07-29 00:17:04,553 - mmaction - INFO - Epoch [116][1720/3757] lr: 5.794e-02, eta: 5 days, 7:35:22, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6133, loss_cls: 2.8897, loss: 2.8897, grad_norm: 2.7256 2020-07-29 00:17:20,379 - mmaction - INFO - Epoch [116][1740/3757] lr: 5.794e-02, eta: 5 days, 7:34:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6117, loss_cls: 2.9259, loss: 2.9259, grad_norm: 2.8055 2020-07-29 00:17:36,253 - mmaction - INFO - Epoch [116][1760/3757] lr: 5.794e-02, eta: 5 days, 7:34:09, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6312, loss_cls: 2.7907, loss: 2.7907, grad_norm: 2.6564 2020-07-29 00:17:52,068 - mmaction - INFO - Epoch [116][1780/3757] lr: 5.794e-02, eta: 5 days, 7:33:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6180, loss_cls: 2.8030, loss: 2.8030, grad_norm: 2.7040 2020-07-29 00:18:07,915 - mmaction - INFO - Epoch [116][1800/3757] lr: 5.794e-02, eta: 5 days, 7:32:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6195, loss_cls: 2.8228, loss: 2.8228, grad_norm: 2.6890 2020-07-29 00:18:23,781 - mmaction - INFO - Epoch [116][1820/3757] lr: 5.794e-02, eta: 5 days, 7:32:20, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6070, loss_cls: 2.9052, loss: 2.9052, grad_norm: 2.8276 2020-07-29 00:18:39,668 - mmaction - INFO - Epoch [116][1840/3757] lr: 5.794e-02, eta: 5 days, 7:31:44, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6266, loss_cls: 2.8163, loss: 2.8163, grad_norm: 2.6967 2020-07-29 00:18:55,457 - mmaction - INFO - Epoch [116][1860/3757] lr: 5.794e-02, eta: 5 days, 7:31:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6180, loss_cls: 2.8938, loss: 2.8938, grad_norm: 2.7715 2020-07-29 00:19:11,265 - mmaction - INFO - Epoch [116][1880/3757] lr: 5.794e-02, eta: 5 days, 7:30:30, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6344, loss_cls: 2.7871, loss: 2.7871, grad_norm: 2.6492 2020-07-29 00:19:27,758 - mmaction - INFO - Epoch [116][1900/3757] lr: 5.794e-02, eta: 5 days, 7:30:02, time: 0.825, data_time: 0.004, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6156, loss_cls: 2.9092, loss: 2.9092, grad_norm: 2.7171 2020-07-29 00:19:44,301 - mmaction - INFO - Epoch [116][1920/3757] lr: 5.794e-02, eta: 5 days, 7:29:34, time: 0.827, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6195, loss_cls: 2.8063, loss: 2.8063, grad_norm: 2.7282 2020-07-29 00:20:00,134 - mmaction - INFO - Epoch [116][1940/3757] lr: 5.794e-02, eta: 5 days, 7:28:58, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6219, loss_cls: 2.8386, loss: 2.8386, grad_norm: 2.6898 2020-07-29 00:20:16,012 - mmaction - INFO - Epoch [116][1960/3757] lr: 5.794e-02, eta: 5 days, 7:28:22, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6477, loss_cls: 2.7838, loss: 2.7838, grad_norm: 2.7222 2020-07-29 00:20:31,874 - mmaction - INFO - Epoch [116][1980/3757] lr: 5.794e-02, eta: 5 days, 7:27:46, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6375, loss_cls: 2.8790, loss: 2.8790, grad_norm: 2.7481 2020-07-29 00:20:47,941 - mmaction - INFO - Epoch [116][2000/3757] lr: 5.794e-02, eta: 5 days, 7:27:12, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6172, loss_cls: 2.9194, loss: 2.9194, grad_norm: 2.7034 2020-07-29 00:21:03,776 - mmaction - INFO - Epoch [116][2020/3757] lr: 5.794e-02, eta: 5 days, 7:26:35, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6148, loss_cls: 2.9494, loss: 2.9494, grad_norm: 2.7704 2020-07-29 00:21:19,546 - mmaction - INFO - Epoch [116][2040/3757] lr: 5.794e-02, eta: 5 days, 7:25:59, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6555, loss_cls: 2.7707, loss: 2.7707, grad_norm: 2.6652 2020-07-29 00:21:35,375 - mmaction - INFO - Epoch [116][2060/3757] lr: 5.794e-02, eta: 5 days, 7:25:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6211, loss_cls: 2.8407, loss: 2.8407, grad_norm: 2.7071 2020-07-29 00:21:51,228 - mmaction - INFO - Epoch [116][2080/3757] lr: 5.794e-02, eta: 5 days, 7:24:46, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6227, loss_cls: 2.8026, loss: 2.8026, grad_norm: 2.6332 2020-07-29 00:22:06,959 - mmaction - INFO - Epoch [116][2100/3757] lr: 5.794e-02, eta: 5 days, 7:24:09, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6227, loss_cls: 2.7615, loss: 2.7615, grad_norm: 2.6501 2020-07-29 00:22:22,680 - mmaction - INFO - Epoch [116][2120/3757] lr: 5.794e-02, eta: 5 days, 7:23:31, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6172, loss_cls: 2.8589, loss: 2.8589, grad_norm: 2.7181 2020-07-29 00:22:38,505 - mmaction - INFO - Epoch [116][2140/3757] lr: 5.794e-02, eta: 5 days, 7:22:55, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6344, loss_cls: 2.7255, loss: 2.7255, grad_norm: 2.6294 2020-07-29 00:22:54,451 - mmaction - INFO - Epoch [116][2160/3757] lr: 5.794e-02, eta: 5 days, 7:22:20, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6008, loss_cls: 2.9423, loss: 2.9423, grad_norm: 2.7573 2020-07-29 00:23:10,208 - mmaction - INFO - Epoch [116][2180/3757] lr: 5.794e-02, eta: 5 days, 7:21:43, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6203, loss_cls: 2.8411, loss: 2.8411, grad_norm: 2.6546 2020-07-29 00:23:25,933 - mmaction - INFO - Epoch [116][2200/3757] lr: 5.794e-02, eta: 5 days, 7:21:05, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6391, loss_cls: 2.7968, loss: 2.7968, grad_norm: 2.6512 2020-07-29 00:23:41,640 - mmaction - INFO - Epoch [116][2220/3757] lr: 5.794e-02, eta: 5 days, 7:20:28, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6414, loss_cls: 2.7882, loss: 2.7882, grad_norm: 2.6145 2020-07-29 00:23:57,497 - mmaction - INFO - Epoch [116][2240/3757] lr: 5.794e-02, eta: 5 days, 7:19:52, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6305, loss_cls: 2.7766, loss: 2.7766, grad_norm: 2.7679 2020-07-29 00:24:13,294 - mmaction - INFO - Epoch [116][2260/3757] lr: 5.794e-02, eta: 5 days, 7:19:16, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6094, loss_cls: 2.8815, loss: 2.8815, grad_norm: 2.7220 2020-07-29 00:24:29,151 - mmaction - INFO - Epoch [116][2280/3757] lr: 5.794e-02, eta: 5 days, 7:18:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6078, loss_cls: 2.9544, loss: 2.9544, grad_norm: 2.7561 2020-07-29 00:24:44,969 - mmaction - INFO - Epoch [116][2300/3757] lr: 5.794e-02, eta: 5 days, 7:18:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6203, loss_cls: 2.9023, loss: 2.9023, grad_norm: 2.6969 2020-07-29 00:25:00,706 - mmaction - INFO - Epoch [116][2320/3757] lr: 5.794e-02, eta: 5 days, 7:17:26, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6117, loss_cls: 2.8808, loss: 2.8808, grad_norm: 2.7307 2020-07-29 00:25:16,548 - mmaction - INFO - Epoch [116][2340/3757] lr: 5.794e-02, eta: 5 days, 7:16:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6164, loss_cls: 2.9213, loss: 2.9213, grad_norm: 2.6883 2020-07-29 00:25:32,345 - mmaction - INFO - Epoch [116][2360/3757] lr: 5.794e-02, eta: 5 days, 7:16:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6422, loss_cls: 2.7772, loss: 2.7772, grad_norm: 2.6131 2020-07-29 00:25:48,130 - mmaction - INFO - Epoch [116][2380/3757] lr: 5.794e-02, eta: 5 days, 7:15:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6047, loss_cls: 2.9033, loss: 2.9033, grad_norm: 2.6796 2020-07-29 00:26:03,967 - mmaction - INFO - Epoch [116][2400/3757] lr: 5.794e-02, eta: 5 days, 7:15:01, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6289, loss_cls: 2.8432, loss: 2.8432, grad_norm: 2.7710 2020-07-29 00:26:19,850 - mmaction - INFO - Epoch [116][2420/3757] lr: 5.794e-02, eta: 5 days, 7:14:26, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6422, loss_cls: 2.7865, loss: 2.7865, grad_norm: 2.6635 2020-07-29 00:26:35,672 - mmaction - INFO - Epoch [116][2440/3757] lr: 5.794e-02, eta: 5 days, 7:13:50, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.8162, loss: 2.8162, grad_norm: 2.7320 2020-07-29 00:26:51,691 - mmaction - INFO - Epoch [116][2460/3757] lr: 5.794e-02, eta: 5 days, 7:13:16, time: 0.802, data_time: 0.014, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6266, loss_cls: 2.8265, loss: 2.8265, grad_norm: 2.7807 2020-07-29 00:27:07,575 - mmaction - INFO - Epoch [116][2480/3757] lr: 5.794e-02, eta: 5 days, 7:12:41, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6367, loss_cls: 2.7767, loss: 2.7767, grad_norm: 2.7663 2020-07-29 00:27:23,331 - mmaction - INFO - Epoch [116][2500/3757] lr: 5.794e-02, eta: 5 days, 7:12:04, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6039, loss_cls: 2.9178, loss: 2.9178, grad_norm: 2.6861 2020-07-29 00:27:39,127 - mmaction - INFO - Epoch [116][2520/3757] lr: 5.794e-02, eta: 5 days, 7:11:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6102, loss_cls: 2.8572, loss: 2.8572, grad_norm: 2.6594 2020-07-29 00:27:54,890 - mmaction - INFO - Epoch [116][2540/3757] lr: 5.794e-02, eta: 5 days, 7:10:51, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6633, loss_cls: 2.6278, loss: 2.6278, grad_norm: 2.5767 2020-07-29 00:28:10,665 - mmaction - INFO - Epoch [116][2560/3757] lr: 5.794e-02, eta: 5 days, 7:10:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6430, loss_cls: 2.7568, loss: 2.7568, grad_norm: 2.7753 2020-07-29 00:28:26,504 - mmaction - INFO - Epoch [116][2580/3757] lr: 5.794e-02, eta: 5 days, 7:09:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6109, loss_cls: 2.8819, loss: 2.8819, grad_norm: 2.7347 2020-07-29 00:28:42,300 - mmaction - INFO - Epoch [116][2600/3757] lr: 5.794e-02, eta: 5 days, 7:09:03, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6195, loss_cls: 2.8758, loss: 2.8758, grad_norm: 2.7544 2020-07-29 00:28:58,152 - mmaction - INFO - Epoch [116][2620/3757] lr: 5.794e-02, eta: 5 days, 7:08:27, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6273, loss_cls: 2.7871, loss: 2.7871, grad_norm: 2.6349 2020-07-29 00:29:13,957 - mmaction - INFO - Epoch [116][2640/3757] lr: 5.794e-02, eta: 5 days, 7:07:51, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6289, loss_cls: 2.8711, loss: 2.8711, grad_norm: 2.6219 2020-07-29 00:29:29,714 - mmaction - INFO - Epoch [116][2660/3757] lr: 5.794e-02, eta: 5 days, 7:07:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6391, loss_cls: 2.7510, loss: 2.7510, grad_norm: 2.7199 2020-07-29 00:29:45,522 - mmaction - INFO - Epoch [116][2680/3757] lr: 5.794e-02, eta: 5 days, 7:06:38, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6141, loss_cls: 2.8239, loss: 2.8239, grad_norm: 2.7172 2020-07-29 00:30:01,342 - mmaction - INFO - Epoch [116][2700/3757] lr: 5.794e-02, eta: 5 days, 7:06:02, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6164, loss_cls: 2.8709, loss: 2.8709, grad_norm: 2.7383 2020-07-29 00:30:17,112 - mmaction - INFO - Epoch [116][2720/3757] lr: 5.794e-02, eta: 5 days, 7:05:26, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6086, loss_cls: 2.8806, loss: 2.8806, grad_norm: 2.6478 2020-07-29 00:30:32,953 - mmaction - INFO - Epoch [116][2740/3757] lr: 5.794e-02, eta: 5 days, 7:04:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6180, loss_cls: 2.8784, loss: 2.8784, grad_norm: 2.6721 2020-07-29 00:30:48,705 - mmaction - INFO - Epoch [116][2760/3757] lr: 5.794e-02, eta: 5 days, 7:04:14, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6133, loss_cls: 2.8803, loss: 2.8803, grad_norm: 2.7065 2020-07-29 00:31:04,625 - mmaction - INFO - Epoch [116][2780/3757] lr: 5.794e-02, eta: 5 days, 7:03:39, time: 0.796, data_time: 0.007, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6406, loss_cls: 2.8128, loss: 2.8128, grad_norm: 2.7018 2020-07-29 00:31:20,436 - mmaction - INFO - Epoch [116][2800/3757] lr: 5.794e-02, eta: 5 days, 7:03:03, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6406, loss_cls: 2.7345, loss: 2.7345, grad_norm: 2.7164 2020-07-29 00:31:36,209 - mmaction - INFO - Epoch [116][2820/3757] lr: 5.794e-02, eta: 5 days, 7:02:27, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6438, loss_cls: 2.7955, loss: 2.7955, grad_norm: 2.7975 2020-07-29 00:31:52,062 - mmaction - INFO - Epoch [116][2840/3757] lr: 5.794e-02, eta: 5 days, 7:01:52, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6203, loss_cls: 2.9065, loss: 2.9065, grad_norm: 2.7934 2020-07-29 00:32:07,953 - mmaction - INFO - Epoch [116][2860/3757] lr: 5.794e-02, eta: 5 days, 7:01:17, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6492, loss_cls: 2.7657, loss: 2.7657, grad_norm: 2.6912 2020-07-29 00:32:23,787 - mmaction - INFO - Epoch [116][2880/3757] lr: 5.794e-02, eta: 5 days, 7:00:42, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6406, loss_cls: 2.7347, loss: 2.7347, grad_norm: 2.6958 2020-07-29 00:32:39,686 - mmaction - INFO - Epoch [116][2900/3757] lr: 5.794e-02, eta: 5 days, 7:00:07, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6297, loss_cls: 2.8176, loss: 2.8176, grad_norm: 2.7707 2020-07-29 00:32:55,613 - mmaction - INFO - Epoch [116][2920/3757] lr: 5.794e-02, eta: 5 days, 6:59:32, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6367, loss_cls: 2.7603, loss: 2.7603, grad_norm: 2.7487 2020-07-29 00:33:11,343 - mmaction - INFO - Epoch [116][2940/3757] lr: 5.794e-02, eta: 5 days, 6:58:56, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6273, loss_cls: 2.7882, loss: 2.7882, grad_norm: 2.7702 2020-07-29 00:33:27,269 - mmaction - INFO - Epoch [116][2960/3757] lr: 5.794e-02, eta: 5 days, 6:58:21, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6555, loss_cls: 2.7707, loss: 2.7707, grad_norm: 2.7276 2020-07-29 00:33:42,980 - mmaction - INFO - Epoch [116][2980/3757] lr: 5.794e-02, eta: 5 days, 6:57:45, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3461, top5_acc: 0.6047, loss_cls: 2.8885, loss: 2.8885, grad_norm: 2.7547 2020-07-29 00:33:58,781 - mmaction - INFO - Epoch [116][3000/3757] lr: 5.794e-02, eta: 5 days, 6:57:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6281, loss_cls: 2.7810, loss: 2.7810, grad_norm: 2.7242 2020-07-29 00:34:15,001 - mmaction - INFO - Epoch [116][3020/3757] lr: 5.794e-02, eta: 5 days, 6:56:38, time: 0.811, data_time: 0.024, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6383, loss_cls: 2.8150, loss: 2.8150, grad_norm: 2.6979 2020-07-29 00:34:30,879 - mmaction - INFO - Epoch [116][3040/3757] lr: 5.794e-02, eta: 5 days, 6:56:03, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6320, loss_cls: 2.8458, loss: 2.8458, grad_norm: 2.7345 2020-07-29 00:34:46,727 - mmaction - INFO - Epoch [116][3060/3757] lr: 5.794e-02, eta: 5 days, 6:55:28, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6164, loss_cls: 2.9363, loss: 2.9363, grad_norm: 2.8172 2020-07-29 00:35:02,604 - mmaction - INFO - Epoch [116][3080/3757] lr: 5.794e-02, eta: 5 days, 6:54:53, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6148, loss_cls: 2.9102, loss: 2.9102, grad_norm: 2.7265 2020-07-29 00:35:18,333 - mmaction - INFO - Epoch [116][3100/3757] lr: 5.794e-02, eta: 5 days, 6:54:16, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6305, loss_cls: 2.7979, loss: 2.7979, grad_norm: 2.6576 2020-07-29 00:35:34,150 - mmaction - INFO - Epoch [116][3120/3757] lr: 5.794e-02, eta: 5 days, 6:53:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6172, loss_cls: 2.8460, loss: 2.8460, grad_norm: 2.7731 2020-07-29 00:35:49,941 - mmaction - INFO - Epoch [116][3140/3757] lr: 5.794e-02, eta: 5 days, 6:53:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6336, loss_cls: 2.8508, loss: 2.8508, grad_norm: 2.7246 2020-07-29 00:36:05,745 - mmaction - INFO - Epoch [116][3160/3757] lr: 5.794e-02, eta: 5 days, 6:52:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6266, loss_cls: 2.8778, loss: 2.8778, grad_norm: 2.7331 2020-07-29 00:36:21,525 - mmaction - INFO - Epoch [116][3180/3757] lr: 5.794e-02, eta: 5 days, 6:51:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6211, loss_cls: 2.8223, loss: 2.8223, grad_norm: 2.7837 2020-07-29 00:36:37,360 - mmaction - INFO - Epoch [116][3200/3757] lr: 5.794e-02, eta: 5 days, 6:51:18, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6266, loss_cls: 2.8362, loss: 2.8362, grad_norm: 2.7732 2020-07-29 00:36:53,148 - mmaction - INFO - Epoch [116][3220/3757] lr: 5.794e-02, eta: 5 days, 6:50:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6219, loss_cls: 2.7989, loss: 2.7989, grad_norm: 2.6928 2020-07-29 00:37:08,967 - mmaction - INFO - Epoch [116][3240/3757] lr: 5.794e-02, eta: 5 days, 6:50:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6391, loss_cls: 2.7022, loss: 2.7022, grad_norm: 2.7195 2020-07-29 00:37:24,798 - mmaction - INFO - Epoch [116][3260/3757] lr: 5.794e-02, eta: 5 days, 6:49:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6070, loss_cls: 2.9485, loss: 2.9485, grad_norm: 2.7712 2020-07-29 00:37:41,016 - mmaction - INFO - Epoch [116][3280/3757] lr: 5.794e-02, eta: 5 days, 6:49:01, time: 0.812, data_time: 0.024, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6180, loss_cls: 2.9082, loss: 2.9082, grad_norm: 2.6879 2020-07-29 00:37:57,276 - mmaction - INFO - Epoch [116][3300/3757] lr: 5.794e-02, eta: 5 days, 6:48:31, time: 0.813, data_time: 0.024, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6234, loss_cls: 2.8287, loss: 2.8287, grad_norm: 2.7460 2020-07-29 00:38:13,442 - mmaction - INFO - Epoch [116][3320/3757] lr: 5.794e-02, eta: 5 days, 6:48:00, time: 0.808, data_time: 0.017, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6188, loss_cls: 2.9070, loss: 2.9070, grad_norm: 2.9278 2020-07-29 00:38:29,580 - mmaction - INFO - Epoch [116][3340/3757] lr: 5.794e-02, eta: 5 days, 6:47:28, time: 0.807, data_time: 0.023, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6289, loss_cls: 2.8537, loss: 2.8537, grad_norm: 2.7569 2020-07-29 00:38:45,850 - mmaction - INFO - Epoch [116][3360/3757] lr: 5.794e-02, eta: 5 days, 6:46:58, time: 0.813, data_time: 0.026, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6031, loss_cls: 2.8850, loss: 2.8850, grad_norm: 2.6788 2020-07-29 00:39:01,766 - mmaction - INFO - Epoch [116][3380/3757] lr: 5.794e-02, eta: 5 days, 6:46:24, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6352, loss_cls: 2.7781, loss: 2.7781, grad_norm: 2.7364 2020-07-29 00:39:17,563 - mmaction - INFO - Epoch [116][3400/3757] lr: 5.794e-02, eta: 5 days, 6:45:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6281, loss_cls: 2.8309, loss: 2.8309, grad_norm: 2.7238 2020-07-29 00:39:33,424 - mmaction - INFO - Epoch [116][3420/3757] lr: 5.794e-02, eta: 5 days, 6:45:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6320, loss_cls: 2.8302, loss: 2.8302, grad_norm: 2.6552 2020-07-29 00:39:49,300 - mmaction - INFO - Epoch [116][3440/3757] lr: 5.794e-02, eta: 5 days, 6:44:39, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6352, loss_cls: 2.7614, loss: 2.7614, grad_norm: 2.6243 2020-07-29 00:40:05,291 - mmaction - INFO - Epoch [116][3460/3757] lr: 5.794e-02, eta: 5 days, 6:44:06, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6406, loss_cls: 2.7949, loss: 2.7949, grad_norm: 2.7083 2020-07-29 00:40:21,038 - mmaction - INFO - Epoch [116][3480/3757] lr: 5.794e-02, eta: 5 days, 6:43:30, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6047, loss_cls: 2.9008, loss: 2.9008, grad_norm: 2.7612 2020-07-29 00:40:36,885 - mmaction - INFO - Epoch [116][3500/3757] lr: 5.794e-02, eta: 5 days, 6:42:55, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6188, loss_cls: 2.8576, loss: 2.8576, grad_norm: 2.6937 2020-07-29 00:40:52,590 - mmaction - INFO - Epoch [116][3520/3757] lr: 5.794e-02, eta: 5 days, 6:42:19, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6195, loss_cls: 2.8639, loss: 2.8639, grad_norm: 2.7586 2020-07-29 00:41:08,450 - mmaction - INFO - Epoch [116][3540/3757] lr: 5.794e-02, eta: 5 days, 6:41:44, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6039, loss_cls: 2.9348, loss: 2.9348, grad_norm: 2.7198 2020-07-29 00:41:24,298 - mmaction - INFO - Epoch [116][3560/3757] lr: 5.794e-02, eta: 5 days, 6:41:10, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6195, loss_cls: 2.8084, loss: 2.8084, grad_norm: 2.7128 2020-07-29 00:41:40,072 - mmaction - INFO - Epoch [116][3580/3757] lr: 5.794e-02, eta: 5 days, 6:40:34, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6180, loss_cls: 2.8361, loss: 2.8361, grad_norm: 2.6825 2020-07-29 00:41:55,887 - mmaction - INFO - Epoch [116][3600/3757] lr: 5.794e-02, eta: 5 days, 6:39:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6195, loss_cls: 2.8519, loss: 2.8519, grad_norm: 2.6979 2020-07-29 00:42:11,741 - mmaction - INFO - Epoch [116][3620/3757] lr: 5.794e-02, eta: 5 days, 6:39:24, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 2.8890, loss: 2.8890, grad_norm: 2.7536 2020-07-29 00:42:27,541 - mmaction - INFO - Epoch [116][3640/3757] lr: 5.794e-02, eta: 5 days, 6:38:49, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6500, loss_cls: 2.7427, loss: 2.7427, grad_norm: 2.6307 2020-07-29 00:42:43,339 - mmaction - INFO - Epoch [116][3660/3757] lr: 5.794e-02, eta: 5 days, 6:38:14, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6133, loss_cls: 2.8565, loss: 2.8565, grad_norm: 2.7054 2020-07-29 00:42:59,123 - mmaction - INFO - Epoch [116][3680/3757] lr: 5.794e-02, eta: 5 days, 6:37:38, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6234, loss_cls: 2.8080, loss: 2.8080, grad_norm: 2.6598 2020-07-29 00:43:14,977 - mmaction - INFO - Epoch [116][3700/3757] lr: 5.794e-02, eta: 5 days, 6:37:04, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6492, loss_cls: 2.7419, loss: 2.7419, grad_norm: 2.6711 2020-07-29 00:43:30,814 - mmaction - INFO - Epoch [116][3720/3757] lr: 5.794e-02, eta: 5 days, 6:36:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6352, loss_cls: 2.8237, loss: 2.8237, grad_norm: 2.7610 2020-07-29 00:43:46,645 - mmaction - INFO - Epoch [116][3740/3757] lr: 5.794e-02, eta: 5 days, 6:35:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6227, loss_cls: 2.8541, loss: 2.8541, grad_norm: 2.7417 2020-07-29 00:44:14,480 - mmaction - INFO - Saving checkpoint at 116 epochs 2020-07-29 00:48:21,368 - mmaction - INFO - Epoch [117][20/3757] lr: 5.734e-02, eta: 5 days, 7:16:51, time: 12.276, data_time: 11.359, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6258, loss_cls: 2.7618, loss: 2.7618, grad_norm: 2.6981 2020-07-29 00:48:37,424 - mmaction - INFO - Epoch [117][40/3757] lr: 5.734e-02, eta: 5 days, 7:16:18, time: 0.804, data_time: 0.012, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6406, loss_cls: 2.7422, loss: 2.7422, grad_norm: 2.7252 2020-07-29 00:48:53,200 - mmaction - INFO - Epoch [117][60/3757] lr: 5.734e-02, eta: 5 days, 7:15:41, time: 0.789, data_time: 0.000, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6352, loss_cls: 2.7803, loss: 2.7803, grad_norm: 2.7270 2020-07-29 00:49:09,100 - mmaction - INFO - Epoch [117][80/3757] lr: 5.734e-02, eta: 5 days, 7:15:06, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6664, loss_cls: 2.6164, loss: 2.6164, grad_norm: 2.7245 2020-07-29 00:49:24,897 - mmaction - INFO - Epoch [117][100/3757] lr: 5.734e-02, eta: 5 days, 7:14:29, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6266, loss_cls: 2.7763, loss: 2.7763, grad_norm: 2.8490 2020-07-29 00:49:40,739 - mmaction - INFO - Epoch [117][120/3757] lr: 5.734e-02, eta: 5 days, 7:13:53, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6461, loss_cls: 2.7167, loss: 2.7167, grad_norm: 2.7378 2020-07-29 00:49:56,554 - mmaction - INFO - Epoch [117][140/3757] lr: 5.734e-02, eta: 5 days, 7:13:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6305, loss_cls: 2.7307, loss: 2.7307, grad_norm: 2.7459 2020-07-29 00:50:12,965 - mmaction - INFO - Epoch [117][160/3757] lr: 5.734e-02, eta: 5 days, 7:12:48, time: 0.821, data_time: 0.025, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6406, loss_cls: 2.8067, loss: 2.8067, grad_norm: 2.7497 2020-07-29 00:50:33,880 - mmaction - INFO - Epoch [117][180/3757] lr: 5.734e-02, eta: 5 days, 7:13:12, time: 1.046, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6273, loss_cls: 2.7976, loss: 2.7976, grad_norm: 2.6284 2020-07-29 00:50:58,635 - mmaction - INFO - Epoch [117][200/3757] lr: 5.734e-02, eta: 5 days, 7:14:19, time: 1.238, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6516, loss_cls: 2.7634, loss: 2.7634, grad_norm: 2.7078 2020-07-29 00:51:15,830 - mmaction - INFO - Epoch [117][220/3757] lr: 5.734e-02, eta: 5 days, 7:13:59, time: 0.859, data_time: 0.005, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6438, loss_cls: 2.7191, loss: 2.7191, grad_norm: 2.7676 2020-07-29 00:51:32,235 - mmaction - INFO - Epoch [117][240/3757] lr: 5.734e-02, eta: 5 days, 7:13:30, time: 0.820, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6344, loss_cls: 2.8059, loss: 2.8059, grad_norm: 2.7871 2020-07-29 00:51:48,951 - mmaction - INFO - Epoch [117][260/3757] lr: 5.734e-02, eta: 5 days, 7:13:04, time: 0.836, data_time: 0.052, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6508, loss_cls: 2.7088, loss: 2.7088, grad_norm: 2.6938 2020-07-29 00:52:12,650 - mmaction - INFO - Epoch [117][280/3757] lr: 5.734e-02, eta: 5 days, 7:14:00, time: 1.185, data_time: 0.004, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6172, loss_cls: 2.8797, loss: 2.8797, grad_norm: 2.7005 2020-07-29 00:52:31,813 - mmaction - INFO - Epoch [117][300/3757] lr: 5.734e-02, eta: 5 days, 7:14:02, time: 0.958, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6414, loss_cls: 2.7618, loss: 2.7618, grad_norm: 2.6285 2020-07-29 00:52:48,299 - mmaction - INFO - Epoch [117][320/3757] lr: 5.734e-02, eta: 5 days, 7:13:34, time: 0.823, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6555, loss_cls: 2.6897, loss: 2.6897, grad_norm: 2.7272 2020-07-29 00:53:04,366 - mmaction - INFO - Epoch [117][340/3757] lr: 5.734e-02, eta: 5 days, 7:13:01, time: 0.804, data_time: 0.005, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6359, loss_cls: 2.7406, loss: 2.7406, grad_norm: 2.8113 2020-07-29 00:53:25,158 - mmaction - INFO - Epoch [117][360/3757] lr: 5.734e-02, eta: 5 days, 7:13:22, time: 1.040, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6617, loss_cls: 2.7087, loss: 2.7087, grad_norm: 2.7667 2020-07-29 00:53:41,481 - mmaction - INFO - Epoch [117][380/3757] lr: 5.734e-02, eta: 5 days, 7:12:52, time: 0.817, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6336, loss_cls: 2.7720, loss: 2.7720, grad_norm: 2.8083 2020-07-29 00:53:57,274 - mmaction - INFO - Epoch [117][400/3757] lr: 5.734e-02, eta: 5 days, 7:12:16, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6250, loss_cls: 2.8711, loss: 2.8711, grad_norm: 2.8188 2020-07-29 00:54:16,492 - mmaction - INFO - Epoch [117][420/3757] lr: 5.734e-02, eta: 5 days, 7:12:19, time: 0.961, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6219, loss_cls: 2.8199, loss: 2.8199, grad_norm: 2.7698 2020-07-29 00:54:33,087 - mmaction - INFO - Epoch [117][440/3757] lr: 5.734e-02, eta: 5 days, 7:11:52, time: 0.829, data_time: 0.004, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6078, loss_cls: 2.8939, loss: 2.8939, grad_norm: 2.7408 2020-07-29 00:54:49,068 - mmaction - INFO - Epoch [117][460/3757] lr: 5.734e-02, eta: 5 days, 7:11:18, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6344, loss_cls: 2.7602, loss: 2.7602, grad_norm: 2.6758 2020-07-29 00:55:04,905 - mmaction - INFO - Epoch [117][480/3757] lr: 5.734e-02, eta: 5 days, 7:10:42, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6453, loss_cls: 2.7838, loss: 2.7838, grad_norm: 2.7218 2020-07-29 00:55:20,610 - mmaction - INFO - Epoch [117][500/3757] lr: 5.734e-02, eta: 5 days, 7:10:05, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6414, loss_cls: 2.8485, loss: 2.8485, grad_norm: 2.7430 2020-07-29 00:55:36,578 - mmaction - INFO - Epoch [117][520/3757] lr: 5.734e-02, eta: 5 days, 7:09:31, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6367, loss_cls: 2.7965, loss: 2.7965, grad_norm: 2.6610 2020-07-29 00:55:57,591 - mmaction - INFO - Epoch [117][540/3757] lr: 5.734e-02, eta: 5 days, 7:09:55, time: 1.051, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6297, loss_cls: 2.8151, loss: 2.8151, grad_norm: 2.7496 2020-07-29 00:56:13,752 - mmaction - INFO - Epoch [117][560/3757] lr: 5.734e-02, eta: 5 days, 7:09:23, time: 0.809, data_time: 0.012, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6266, loss_cls: 2.8592, loss: 2.8592, grad_norm: 2.7635 2020-07-29 00:56:29,625 - mmaction - INFO - Epoch [117][580/3757] lr: 5.734e-02, eta: 5 days, 7:08:47, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6258, loss_cls: 2.8831, loss: 2.8831, grad_norm: 2.7243 2020-07-29 00:56:45,535 - mmaction - INFO - Epoch [117][600/3757] lr: 5.734e-02, eta: 5 days, 7:08:12, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6242, loss_cls: 2.7972, loss: 2.7972, grad_norm: 2.6959 2020-07-29 00:57:01,351 - mmaction - INFO - Epoch [117][620/3757] lr: 5.734e-02, eta: 5 days, 7:07:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6242, loss_cls: 2.7980, loss: 2.7980, grad_norm: 2.6403 2020-07-29 00:57:17,117 - mmaction - INFO - Epoch [117][640/3757] lr: 5.734e-02, eta: 5 days, 7:07:00, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6211, loss_cls: 2.8797, loss: 2.8797, grad_norm: 2.6416 2020-07-29 00:57:32,917 - mmaction - INFO - Epoch [117][660/3757] lr: 5.734e-02, eta: 5 days, 7:06:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6539, loss_cls: 2.7963, loss: 2.7963, grad_norm: 2.7127 2020-07-29 00:57:48,715 - mmaction - INFO - Epoch [117][680/3757] lr: 5.734e-02, eta: 5 days, 7:05:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 2.9172, loss: 2.9172, grad_norm: 2.7255 2020-07-29 00:58:04,532 - mmaction - INFO - Epoch [117][700/3757] lr: 5.734e-02, eta: 5 days, 7:05:12, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6305, loss_cls: 2.8510, loss: 2.8510, grad_norm: 2.7007 2020-07-29 00:58:20,405 - mmaction - INFO - Epoch [117][720/3757] lr: 5.734e-02, eta: 5 days, 7:04:37, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6289, loss_cls: 2.8586, loss: 2.8586, grad_norm: 2.6891 2020-07-29 00:58:36,194 - mmaction - INFO - Epoch [117][740/3757] lr: 5.734e-02, eta: 5 days, 7:04:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6594, loss_cls: 2.7387, loss: 2.7387, grad_norm: 2.7281 2020-07-29 00:58:52,064 - mmaction - INFO - Epoch [117][760/3757] lr: 5.734e-02, eta: 5 days, 7:03:26, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6359, loss_cls: 2.8335, loss: 2.8335, grad_norm: 2.7985 2020-07-29 00:59:07,923 - mmaction - INFO - Epoch [117][780/3757] lr: 5.734e-02, eta: 5 days, 7:02:50, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.8063, loss: 2.8063, grad_norm: 2.6964 2020-07-29 00:59:23,767 - mmaction - INFO - Epoch [117][800/3757] lr: 5.734e-02, eta: 5 days, 7:02:15, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6289, loss_cls: 2.8132, loss: 2.8132, grad_norm: 2.7543 2020-07-29 00:59:39,630 - mmaction - INFO - Epoch [117][820/3757] lr: 5.734e-02, eta: 5 days, 7:01:40, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6234, loss_cls: 2.8270, loss: 2.8270, grad_norm: 2.6897 2020-07-29 00:59:55,453 - mmaction - INFO - Epoch [117][840/3757] lr: 5.734e-02, eta: 5 days, 7:01:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6430, loss_cls: 2.7604, loss: 2.7604, grad_norm: 2.6238 2020-07-29 01:00:17,338 - mmaction - INFO - Epoch [117][860/3757] lr: 5.734e-02, eta: 5 days, 7:01:35, time: 1.080, data_time: 0.008, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6297, loss_cls: 2.8107, loss: 2.8107, grad_norm: 2.6914 2020-07-29 01:00:33,193 - mmaction - INFO - Epoch [117][880/3757] lr: 5.734e-02, eta: 5 days, 7:01:03, time: 0.807, data_time: 0.019, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6117, loss_cls: 2.8739, loss: 2.8739, grad_norm: 2.8091 2020-07-29 01:00:49,049 - mmaction - INFO - Epoch [117][900/3757] lr: 5.734e-02, eta: 5 days, 7:00:27, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6164, loss_cls: 2.8070, loss: 2.8070, grad_norm: 2.6363 2020-07-29 01:01:05,772 - mmaction - INFO - Epoch [117][920/3757] lr: 5.734e-02, eta: 5 days, 7:00:02, time: 0.837, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6414, loss_cls: 2.7320, loss: 2.7320, grad_norm: 2.6670 2020-07-29 01:01:23,378 - mmaction - INFO - Epoch [117][940/3757] lr: 5.734e-02, eta: 5 days, 6:59:47, time: 0.881, data_time: 0.045, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6109, loss_cls: 2.9425, loss: 2.9425, grad_norm: 2.7197 2020-07-29 01:01:43,061 - mmaction - INFO - Epoch [117][960/3757] lr: 5.734e-02, eta: 5 days, 6:59:55, time: 0.984, data_time: 0.002, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6227, loss_cls: 2.8234, loss: 2.8234, grad_norm: 2.7095 2020-07-29 01:01:59,976 - mmaction - INFO - Epoch [117][980/3757] lr: 5.734e-02, eta: 5 days, 6:59:32, time: 0.846, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6266, loss_cls: 2.9003, loss: 2.9003, grad_norm: 2.7795 2020-07-29 01:02:15,910 - mmaction - INFO - Epoch [117][1000/3757] lr: 5.734e-02, eta: 5 days, 6:58:58, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.8872, loss: 2.8872, grad_norm: 2.7346 2020-07-29 01:02:32,530 - mmaction - INFO - Epoch [117][1020/3757] lr: 5.734e-02, eta: 5 days, 6:58:32, time: 0.831, data_time: 0.014, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6023, loss_cls: 2.9037, loss: 2.9037, grad_norm: 2.6845 2020-07-29 01:02:49,143 - mmaction - INFO - Epoch [117][1040/3757] lr: 5.734e-02, eta: 5 days, 6:58:05, time: 0.831, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6445, loss_cls: 2.7239, loss: 2.7239, grad_norm: 2.6194 2020-07-29 01:03:05,567 - mmaction - INFO - Epoch [117][1060/3757] lr: 5.734e-02, eta: 5 days, 6:57:36, time: 0.821, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6195, loss_cls: 2.8306, loss: 2.8306, grad_norm: 2.7487 2020-07-29 01:03:21,402 - mmaction - INFO - Epoch [117][1080/3757] lr: 5.734e-02, eta: 5 days, 6:57:01, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6273, loss_cls: 2.8364, loss: 2.8364, grad_norm: 2.7202 2020-07-29 01:03:37,255 - mmaction - INFO - Epoch [117][1100/3757] lr: 5.734e-02, eta: 5 days, 6:56:26, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6477, loss_cls: 2.7413, loss: 2.7413, grad_norm: 2.6860 2020-07-29 01:03:53,068 - mmaction - INFO - Epoch [117][1120/3757] lr: 5.734e-02, eta: 5 days, 6:55:50, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6289, loss_cls: 2.8425, loss: 2.8425, grad_norm: 2.6637 2020-07-29 01:04:08,930 - mmaction - INFO - Epoch [117][1140/3757] lr: 5.734e-02, eta: 5 days, 6:55:15, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6305, loss_cls: 2.8448, loss: 2.8448, grad_norm: 2.6562 2020-07-29 01:04:24,726 - mmaction - INFO - Epoch [117][1160/3757] lr: 5.734e-02, eta: 5 days, 6:54:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6352, loss_cls: 2.8173, loss: 2.8173, grad_norm: 2.6801 2020-07-29 01:04:40,624 - mmaction - INFO - Epoch [117][1180/3757] lr: 5.734e-02, eta: 5 days, 6:54:05, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6578, loss_cls: 2.6364, loss: 2.6364, grad_norm: 2.6385 2020-07-29 01:04:56,424 - mmaction - INFO - Epoch [117][1200/3757] lr: 5.734e-02, eta: 5 days, 6:53:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6102, loss_cls: 2.9269, loss: 2.9269, grad_norm: 2.7666 2020-07-29 01:05:12,241 - mmaction - INFO - Epoch [117][1220/3757] lr: 5.734e-02, eta: 5 days, 6:52:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6188, loss_cls: 2.8051, loss: 2.8051, grad_norm: 2.7060 2020-07-29 01:05:28,073 - mmaction - INFO - Epoch [117][1240/3757] lr: 5.734e-02, eta: 5 days, 6:52:18, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6344, loss_cls: 2.8442, loss: 2.8442, grad_norm: 2.7970 2020-07-29 01:05:43,912 - mmaction - INFO - Epoch [117][1260/3757] lr: 5.734e-02, eta: 5 days, 6:51:43, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6281, loss_cls: 2.8656, loss: 2.8656, grad_norm: 2.6763 2020-07-29 01:05:59,682 - mmaction - INFO - Epoch [117][1280/3757] lr: 5.734e-02, eta: 5 days, 6:51:07, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3391, top5_acc: 0.5977, loss_cls: 2.9585, loss: 2.9585, grad_norm: 2.6951 2020-07-29 01:06:16,371 - mmaction - INFO - Epoch [117][1300/3757] lr: 5.734e-02, eta: 5 days, 6:50:42, time: 0.834, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6500, loss_cls: 2.7591, loss: 2.7591, grad_norm: 2.7325 2020-07-29 01:06:39,244 - mmaction - INFO - Epoch [117][1320/3757] lr: 5.734e-02, eta: 5 days, 6:51:26, time: 1.144, data_time: 0.041, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6234, loss_cls: 2.8124, loss: 2.8124, grad_norm: 2.6976 2020-07-29 01:06:55,924 - mmaction - INFO - Epoch [117][1340/3757] lr: 5.734e-02, eta: 5 days, 6:51:00, time: 0.833, data_time: 0.007, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6148, loss_cls: 2.8790, loss: 2.8790, grad_norm: 2.7397 2020-07-29 01:07:13,363 - mmaction - INFO - Epoch [117][1360/3757] lr: 5.734e-02, eta: 5 days, 6:50:43, time: 0.872, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6164, loss_cls: 2.8704, loss: 2.8704, grad_norm: 2.6318 2020-07-29 01:07:31,999 - mmaction - INFO - Epoch [117][1380/3757] lr: 5.734e-02, eta: 5 days, 6:50:40, time: 0.933, data_time: 0.019, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6492, loss_cls: 2.7511, loss: 2.7511, grad_norm: 2.7821 2020-07-29 01:07:47,964 - mmaction - INFO - Epoch [117][1400/3757] lr: 5.734e-02, eta: 5 days, 6:50:06, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6195, loss_cls: 2.8473, loss: 2.8473, grad_norm: 2.7982 2020-07-29 01:08:03,756 - mmaction - INFO - Epoch [117][1420/3757] lr: 5.734e-02, eta: 5 days, 6:49:30, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6391, loss_cls: 2.7289, loss: 2.7289, grad_norm: 2.7110 2020-07-29 01:08:20,107 - mmaction - INFO - Epoch [117][1440/3757] lr: 5.734e-02, eta: 5 days, 6:49:01, time: 0.817, data_time: 0.030, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6352, loss_cls: 2.7874, loss: 2.7874, grad_norm: 2.7634 2020-07-29 01:08:35,917 - mmaction - INFO - Epoch [117][1460/3757] lr: 5.734e-02, eta: 5 days, 6:48:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6047, loss_cls: 2.9701, loss: 2.9701, grad_norm: 2.7648 2020-07-29 01:08:51,744 - mmaction - INFO - Epoch [117][1480/3757] lr: 5.734e-02, eta: 5 days, 6:47:51, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6359, loss_cls: 2.7891, loss: 2.7891, grad_norm: 2.6168 2020-07-29 01:09:07,540 - mmaction - INFO - Epoch [117][1500/3757] lr: 5.734e-02, eta: 5 days, 6:47:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6422, loss_cls: 2.7799, loss: 2.7799, grad_norm: 2.6859 2020-07-29 01:09:23,395 - mmaction - INFO - Epoch [117][1520/3757] lr: 5.734e-02, eta: 5 days, 6:46:40, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6273, loss_cls: 2.8325, loss: 2.8325, grad_norm: 2.6986 2020-07-29 01:09:39,159 - mmaction - INFO - Epoch [117][1540/3757] lr: 5.734e-02, eta: 5 days, 6:46:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6227, loss_cls: 2.8489, loss: 2.8489, grad_norm: 2.6801 2020-07-29 01:09:55,411 - mmaction - INFO - Epoch [117][1560/3757] lr: 5.734e-02, eta: 5 days, 6:45:34, time: 0.812, data_time: 0.023, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6320, loss_cls: 2.8330, loss: 2.8330, grad_norm: 2.7311 2020-07-29 01:10:11,513 - mmaction - INFO - Epoch [117][1580/3757] lr: 5.734e-02, eta: 5 days, 6:45:02, time: 0.805, data_time: 0.016, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6438, loss_cls: 2.7093, loss: 2.7093, grad_norm: 2.6872 2020-07-29 01:10:27,758 - mmaction - INFO - Epoch [117][1600/3757] lr: 5.734e-02, eta: 5 days, 6:44:32, time: 0.813, data_time: 0.025, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6227, loss_cls: 2.8613, loss: 2.8613, grad_norm: 2.7870 2020-07-29 01:10:44,563 - mmaction - INFO - Epoch [117][1620/3757] lr: 5.734e-02, eta: 5 days, 6:44:07, time: 0.839, data_time: 0.049, memory: 6192, top1_acc: 0.3469, top5_acc: 0.6008, loss_cls: 2.9348, loss: 2.9348, grad_norm: 2.7940 2020-07-29 01:11:00,431 - mmaction - INFO - Epoch [117][1640/3757] lr: 5.734e-02, eta: 5 days, 6:43:33, time: 0.794, data_time: 0.009, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6156, loss_cls: 2.8896, loss: 2.8896, grad_norm: 2.7543 2020-07-29 01:11:16,204 - mmaction - INFO - Epoch [117][1660/3757] lr: 5.734e-02, eta: 5 days, 6:42:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6555, loss_cls: 2.6686, loss: 2.6686, grad_norm: 2.7747 2020-07-29 01:11:32,444 - mmaction - INFO - Epoch [117][1680/3757] lr: 5.734e-02, eta: 5 days, 6:42:27, time: 0.811, data_time: 0.024, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6078, loss_cls: 2.9063, loss: 2.9063, grad_norm: 2.8479 2020-07-29 01:11:48,727 - mmaction - INFO - Epoch [117][1700/3757] lr: 5.734e-02, eta: 5 days, 6:41:57, time: 0.814, data_time: 0.026, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6102, loss_cls: 2.9181, loss: 2.9181, grad_norm: 2.8208 2020-07-29 01:12:04,865 - mmaction - INFO - Epoch [117][1720/3757] lr: 5.734e-02, eta: 5 days, 6:41:25, time: 0.807, data_time: 0.019, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6375, loss_cls: 2.7654, loss: 2.7654, grad_norm: 2.7720 2020-07-29 01:12:20,698 - mmaction - INFO - Epoch [117][1740/3757] lr: 5.734e-02, eta: 5 days, 6:40:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6094, loss_cls: 2.8930, loss: 2.8930, grad_norm: 2.7442 2020-07-29 01:12:36,556 - mmaction - INFO - Epoch [117][1760/3757] lr: 5.734e-02, eta: 5 days, 6:40:16, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6258, loss_cls: 2.7950, loss: 2.7950, grad_norm: 2.7102 2020-07-29 01:12:52,270 - mmaction - INFO - Epoch [117][1780/3757] lr: 5.734e-02, eta: 5 days, 6:39:40, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6109, loss_cls: 2.8383, loss: 2.8383, grad_norm: 2.7416 2020-07-29 01:13:08,029 - mmaction - INFO - Epoch [117][1800/3757] lr: 5.734e-02, eta: 5 days, 6:39:04, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6219, loss_cls: 2.8837, loss: 2.8837, grad_norm: 2.7383 2020-07-29 01:13:23,852 - mmaction - INFO - Epoch [117][1820/3757] lr: 5.734e-02, eta: 5 days, 6:38:29, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6508, loss_cls: 2.8246, loss: 2.8246, grad_norm: 2.7925 2020-07-29 01:13:39,618 - mmaction - INFO - Epoch [117][1840/3757] lr: 5.734e-02, eta: 5 days, 6:37:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6281, loss_cls: 2.8007, loss: 2.8007, grad_norm: 2.7621 2020-07-29 01:13:55,413 - mmaction - INFO - Epoch [117][1860/3757] lr: 5.734e-02, eta: 5 days, 6:37:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3586, top5_acc: 0.5914, loss_cls: 2.9391, loss: 2.9391, grad_norm: 2.7806 2020-07-29 01:14:11,248 - mmaction - INFO - Epoch [117][1880/3757] lr: 5.734e-02, eta: 5 days, 6:36:43, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6375, loss_cls: 2.8070, loss: 2.8070, grad_norm: 2.7365 2020-07-29 01:14:27,019 - mmaction - INFO - Epoch [117][1900/3757] lr: 5.734e-02, eta: 5 days, 6:36:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6367, loss_cls: 2.7970, loss: 2.7970, grad_norm: 2.7424 2020-07-29 01:14:42,890 - mmaction - INFO - Epoch [117][1920/3757] lr: 5.734e-02, eta: 5 days, 6:35:33, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6367, loss_cls: 2.7932, loss: 2.7932, grad_norm: 2.7184 2020-07-29 01:14:58,742 - mmaction - INFO - Epoch [117][1940/3757] lr: 5.734e-02, eta: 5 days, 6:34:59, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6219, loss_cls: 2.8341, loss: 2.8341, grad_norm: 2.7193 2020-07-29 01:15:14,574 - mmaction - INFO - Epoch [117][1960/3757] lr: 5.734e-02, eta: 5 days, 6:34:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6188, loss_cls: 2.8638, loss: 2.8638, grad_norm: 2.7922 2020-07-29 01:15:30,399 - mmaction - INFO - Epoch [117][1980/3757] lr: 5.734e-02, eta: 5 days, 6:33:49, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6336, loss_cls: 2.8520, loss: 2.8520, grad_norm: 2.7282 2020-07-29 01:15:46,189 - mmaction - INFO - Epoch [117][2000/3757] lr: 5.734e-02, eta: 5 days, 6:33:14, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6234, loss_cls: 2.8676, loss: 2.8676, grad_norm: 2.7272 2020-07-29 01:16:01,999 - mmaction - INFO - Epoch [117][2020/3757] lr: 5.734e-02, eta: 5 days, 6:32:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6188, loss_cls: 2.8503, loss: 2.8503, grad_norm: 2.6452 2020-07-29 01:16:17,920 - mmaction - INFO - Epoch [117][2040/3757] lr: 5.734e-02, eta: 5 days, 6:32:05, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6562, loss_cls: 2.7258, loss: 2.7258, grad_norm: 2.7126 2020-07-29 01:16:33,816 - mmaction - INFO - Epoch [117][2060/3757] lr: 5.734e-02, eta: 5 days, 6:31:31, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6039, loss_cls: 2.9374, loss: 2.9374, grad_norm: 2.8916 2020-07-29 01:16:49,654 - mmaction - INFO - Epoch [117][2080/3757] lr: 5.734e-02, eta: 5 days, 6:30:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6453, loss_cls: 2.7845, loss: 2.7845, grad_norm: 2.7587 2020-07-29 01:17:05,428 - mmaction - INFO - Epoch [117][2100/3757] lr: 5.734e-02, eta: 5 days, 6:30:21, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6359, loss_cls: 2.8707, loss: 2.8707, grad_norm: 2.7481 2020-07-29 01:17:21,209 - mmaction - INFO - Epoch [117][2120/3757] lr: 5.734e-02, eta: 5 days, 6:29:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6125, loss_cls: 2.8777, loss: 2.8777, grad_norm: 2.6233 2020-07-29 01:17:36,974 - mmaction - INFO - Epoch [117][2140/3757] lr: 5.734e-02, eta: 5 days, 6:29:11, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6273, loss_cls: 2.8254, loss: 2.8254, grad_norm: 2.7270 2020-07-29 01:17:52,878 - mmaction - INFO - Epoch [117][2160/3757] lr: 5.734e-02, eta: 5 days, 6:28:37, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6516, loss_cls: 2.7328, loss: 2.7328, grad_norm: 2.7412 2020-07-29 01:18:08,692 - mmaction - INFO - Epoch [117][2180/3757] lr: 5.734e-02, eta: 5 days, 6:28:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6094, loss_cls: 2.8462, loss: 2.8462, grad_norm: 2.7323 2020-07-29 01:18:24,509 - mmaction - INFO - Epoch [117][2200/3757] lr: 5.734e-02, eta: 5 days, 6:27:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6328, loss_cls: 2.8127, loss: 2.8127, grad_norm: 2.6679 2020-07-29 01:18:40,339 - mmaction - INFO - Epoch [117][2220/3757] lr: 5.734e-02, eta: 5 days, 6:26:53, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6289, loss_cls: 2.7933, loss: 2.7933, grad_norm: 2.6944 2020-07-29 01:18:56,159 - mmaction - INFO - Epoch [117][2240/3757] lr: 5.734e-02, eta: 5 days, 6:26:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6195, loss_cls: 2.8086, loss: 2.8086, grad_norm: 2.7563 2020-07-29 01:19:11,928 - mmaction - INFO - Epoch [117][2260/3757] lr: 5.734e-02, eta: 5 days, 6:25:43, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6562, loss_cls: 2.6370, loss: 2.6370, grad_norm: 2.7466 2020-07-29 01:19:27,683 - mmaction - INFO - Epoch [117][2280/3757] lr: 5.734e-02, eta: 5 days, 6:25:08, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6164, loss_cls: 2.8924, loss: 2.8924, grad_norm: 2.7471 2020-07-29 01:19:43,457 - mmaction - INFO - Epoch [117][2300/3757] lr: 5.734e-02, eta: 5 days, 6:24:32, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.8543, loss: 2.8543, grad_norm: 2.7285 2020-07-29 01:19:59,273 - mmaction - INFO - Epoch [117][2320/3757] lr: 5.734e-02, eta: 5 days, 6:23:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6484, loss_cls: 2.7946, loss: 2.7946, grad_norm: 2.6871 2020-07-29 01:20:15,367 - mmaction - INFO - Epoch [117][2340/3757] lr: 5.734e-02, eta: 5 days, 6:23:26, time: 0.804, data_time: 0.018, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6320, loss_cls: 2.9079, loss: 2.9079, grad_norm: 2.7320 2020-07-29 01:20:31,124 - mmaction - INFO - Epoch [117][2360/3757] lr: 5.734e-02, eta: 5 days, 6:22:51, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6211, loss_cls: 2.8642, loss: 2.8642, grad_norm: 2.7561 2020-07-29 01:20:46,975 - mmaction - INFO - Epoch [117][2380/3757] lr: 5.734e-02, eta: 5 days, 6:22:17, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6273, loss_cls: 2.8813, loss: 2.8813, grad_norm: 2.7799 2020-07-29 01:21:06,087 - mmaction - INFO - Epoch [117][2400/3757] lr: 5.734e-02, eta: 5 days, 6:22:18, time: 0.957, data_time: 0.008, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6281, loss_cls: 2.8173, loss: 2.8173, grad_norm: 2.7435 2020-07-29 01:21:21,944 - mmaction - INFO - Epoch [117][2420/3757] lr: 5.734e-02, eta: 5 days, 6:21:44, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 2.9116, loss: 2.9116, grad_norm: 2.7456 2020-07-29 01:21:37,801 - mmaction - INFO - Epoch [117][2440/3757] lr: 5.734e-02, eta: 5 days, 6:21:10, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6414, loss_cls: 2.8146, loss: 2.8146, grad_norm: 2.6687 2020-07-29 01:21:53,541 - mmaction - INFO - Epoch [117][2460/3757] lr: 5.734e-02, eta: 5 days, 6:20:35, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.8341, loss: 2.8341, grad_norm: 2.6778 2020-07-29 01:22:09,457 - mmaction - INFO - Epoch [117][2480/3757] lr: 5.734e-02, eta: 5 days, 6:20:01, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6430, loss_cls: 2.7576, loss: 2.7576, grad_norm: 2.7350 2020-07-29 01:22:25,412 - mmaction - INFO - Epoch [117][2500/3757] lr: 5.734e-02, eta: 5 days, 6:19:28, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6203, loss_cls: 2.8587, loss: 2.8587, grad_norm: 2.7674 2020-07-29 01:22:41,193 - mmaction - INFO - Epoch [117][2520/3757] lr: 5.734e-02, eta: 5 days, 6:18:53, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6250, loss_cls: 2.8401, loss: 2.8401, grad_norm: 2.7548 2020-07-29 01:22:56,962 - mmaction - INFO - Epoch [117][2540/3757] lr: 5.734e-02, eta: 5 days, 6:18:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6141, loss_cls: 2.8618, loss: 2.8618, grad_norm: 2.5806 2020-07-29 01:23:12,885 - mmaction - INFO - Epoch [117][2560/3757] lr: 5.734e-02, eta: 5 days, 6:17:45, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6281, loss_cls: 2.8420, loss: 2.8420, grad_norm: 2.6249 2020-07-29 01:23:28,718 - mmaction - INFO - Epoch [117][2580/3757] lr: 5.734e-02, eta: 5 days, 6:17:11, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6070, loss_cls: 2.8727, loss: 2.8727, grad_norm: 2.6083 2020-07-29 01:23:44,563 - mmaction - INFO - Epoch [117][2600/3757] lr: 5.734e-02, eta: 5 days, 6:16:37, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.7832, loss: 2.7832, grad_norm: 2.6369 2020-07-29 01:24:00,300 - mmaction - INFO - Epoch [117][2620/3757] lr: 5.734e-02, eta: 5 days, 6:16:01, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6406, loss_cls: 2.7902, loss: 2.7902, grad_norm: 2.6929 2020-07-29 01:24:16,121 - mmaction - INFO - Epoch [117][2640/3757] lr: 5.734e-02, eta: 5 days, 6:15:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6344, loss_cls: 2.8277, loss: 2.8277, grad_norm: 2.7125 2020-07-29 01:24:31,912 - mmaction - INFO - Epoch [117][2660/3757] lr: 5.734e-02, eta: 5 days, 6:14:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6258, loss_cls: 2.9309, loss: 2.9309, grad_norm: 2.7991 2020-07-29 01:24:48,103 - mmaction - INFO - Epoch [117][2680/3757] lr: 5.734e-02, eta: 5 days, 6:14:22, time: 0.810, data_time: 0.024, memory: 6192, top1_acc: 0.3469, top5_acc: 0.6180, loss_cls: 2.8473, loss: 2.8473, grad_norm: 2.6701 2020-07-29 01:25:04,301 - mmaction - INFO - Epoch [117][2700/3757] lr: 5.734e-02, eta: 5 days, 6:13:51, time: 0.808, data_time: 0.015, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6180, loss_cls: 2.8329, loss: 2.8329, grad_norm: 2.7070 2020-07-29 01:25:20,019 - mmaction - INFO - Epoch [117][2720/3757] lr: 5.734e-02, eta: 5 days, 6:13:16, time: 0.788, data_time: 0.006, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6438, loss_cls: 2.6947, loss: 2.6947, grad_norm: 2.6497 2020-07-29 01:25:36,080 - mmaction - INFO - Epoch [117][2740/3757] lr: 5.734e-02, eta: 5 days, 6:12:45, time: 0.803, data_time: 0.015, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6336, loss_cls: 2.7577, loss: 2.7577, grad_norm: 2.6900 2020-07-29 01:25:52,282 - mmaction - INFO - Epoch [117][2760/3757] lr: 5.734e-02, eta: 5 days, 6:12:15, time: 0.810, data_time: 0.023, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6234, loss_cls: 2.8134, loss: 2.8134, grad_norm: 2.7013 2020-07-29 01:26:08,346 - mmaction - INFO - Epoch [117][2780/3757] lr: 5.734e-02, eta: 5 days, 6:11:43, time: 0.803, data_time: 0.013, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6375, loss_cls: 2.7483, loss: 2.7483, grad_norm: 2.7190 2020-07-29 01:26:24,125 - mmaction - INFO - Epoch [117][2800/3757] lr: 5.734e-02, eta: 5 days, 6:11:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6398, loss_cls: 2.7554, loss: 2.7554, grad_norm: 2.6959 2020-07-29 01:26:39,945 - mmaction - INFO - Epoch [117][2820/3757] lr: 5.734e-02, eta: 5 days, 6:10:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6352, loss_cls: 2.8291, loss: 2.8291, grad_norm: 2.6995 2020-07-29 01:27:00,791 - mmaction - INFO - Epoch [117][2840/3757] lr: 5.734e-02, eta: 5 days, 6:10:55, time: 1.042, data_time: 0.233, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6258, loss_cls: 2.8191, loss: 2.8191, grad_norm: 2.7552 2020-07-29 01:27:20,038 - mmaction - INFO - Epoch [117][2860/3757] lr: 5.734e-02, eta: 5 days, 6:10:58, time: 0.963, data_time: 0.151, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6109, loss_cls: 2.9318, loss: 2.9318, grad_norm: 2.7940 2020-07-29 01:27:40,647 - mmaction - INFO - Epoch [117][2880/3757] lr: 5.734e-02, eta: 5 days, 6:11:16, time: 1.031, data_time: 0.241, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6258, loss_cls: 2.8877, loss: 2.8877, grad_norm: 2.7686 2020-07-29 01:27:56,397 - mmaction - INFO - Epoch [117][2900/3757] lr: 5.734e-02, eta: 5 days, 6:10:41, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6109, loss_cls: 2.9243, loss: 2.9243, grad_norm: 2.7847 2020-07-29 01:28:12,206 - mmaction - INFO - Epoch [117][2920/3757] lr: 5.734e-02, eta: 5 days, 6:10:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6258, loss_cls: 2.8222, loss: 2.8222, grad_norm: 2.6818 2020-07-29 01:28:27,995 - mmaction - INFO - Epoch [117][2940/3757] lr: 5.734e-02, eta: 5 days, 6:09:32, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6164, loss_cls: 2.9471, loss: 2.9471, grad_norm: 2.7971 2020-07-29 01:28:43,865 - mmaction - INFO - Epoch [117][2960/3757] lr: 5.734e-02, eta: 5 days, 6:08:58, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6148, loss_cls: 2.8999, loss: 2.8999, grad_norm: 2.7131 2020-07-29 01:28:59,697 - mmaction - INFO - Epoch [117][2980/3757] lr: 5.734e-02, eta: 5 days, 6:08:24, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6508, loss_cls: 2.7443, loss: 2.7443, grad_norm: 2.6485 2020-07-29 01:29:15,674 - mmaction - INFO - Epoch [117][3000/3757] lr: 5.734e-02, eta: 5 days, 6:07:51, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6203, loss_cls: 2.8021, loss: 2.8021, grad_norm: 2.6627 2020-07-29 01:29:31,410 - mmaction - INFO - Epoch [117][3020/3757] lr: 5.734e-02, eta: 5 days, 6:07:16, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6578, loss_cls: 2.7157, loss: 2.7157, grad_norm: 2.7204 2020-07-29 01:29:47,204 - mmaction - INFO - Epoch [117][3040/3757] lr: 5.734e-02, eta: 5 days, 6:06:42, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6359, loss_cls: 2.7974, loss: 2.7974, grad_norm: 2.7073 2020-07-29 01:30:03,090 - mmaction - INFO - Epoch [117][3060/3757] lr: 5.734e-02, eta: 5 days, 6:06:09, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6352, loss_cls: 2.7820, loss: 2.7820, grad_norm: 2.7316 2020-07-29 01:30:18,775 - mmaction - INFO - Epoch [117][3080/3757] lr: 5.734e-02, eta: 5 days, 6:05:33, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6234, loss_cls: 2.8162, loss: 2.8162, grad_norm: 2.7313 2020-07-29 01:30:34,583 - mmaction - INFO - Epoch [117][3100/3757] lr: 5.734e-02, eta: 5 days, 6:04:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6344, loss_cls: 2.7784, loss: 2.7784, grad_norm: 2.6596 2020-07-29 01:30:50,448 - mmaction - INFO - Epoch [117][3120/3757] lr: 5.734e-02, eta: 5 days, 6:04:25, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3430, top5_acc: 0.6016, loss_cls: 2.9578, loss: 2.9578, grad_norm: 2.8119 2020-07-29 01:31:06,229 - mmaction - INFO - Epoch [117][3140/3757] lr: 5.734e-02, eta: 5 days, 6:03:51, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6359, loss_cls: 2.8328, loss: 2.8328, grad_norm: 2.7606 2020-07-29 01:31:22,139 - mmaction - INFO - Epoch [117][3160/3757] lr: 5.734e-02, eta: 5 days, 6:03:18, time: 0.796, data_time: 0.010, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6172, loss_cls: 2.8532, loss: 2.8532, grad_norm: 2.8610 2020-07-29 01:31:37,998 - mmaction - INFO - Epoch [117][3180/3757] lr: 5.734e-02, eta: 5 days, 6:02:44, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6203, loss_cls: 2.8582, loss: 2.8582, grad_norm: 2.8211 2020-07-29 01:31:53,902 - mmaction - INFO - Epoch [117][3200/3757] lr: 5.734e-02, eta: 5 days, 6:02:11, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6320, loss_cls: 2.8078, loss: 2.8078, grad_norm: 2.7649 2020-07-29 01:32:09,690 - mmaction - INFO - Epoch [117][3220/3757] lr: 5.734e-02, eta: 5 days, 6:01:37, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3461, top5_acc: 0.6133, loss_cls: 2.9097, loss: 2.9097, grad_norm: 2.7271 2020-07-29 01:32:25,516 - mmaction - INFO - Epoch [117][3240/3757] lr: 5.734e-02, eta: 5 days, 6:01:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6117, loss_cls: 2.8916, loss: 2.8916, grad_norm: 2.7185 2020-07-29 01:32:46,401 - mmaction - INFO - Epoch [117][3260/3757] lr: 5.734e-02, eta: 5 days, 6:01:23, time: 1.044, data_time: 0.042, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6375, loss_cls: 2.7181, loss: 2.7181, grad_norm: 2.6989 2020-07-29 01:33:02,348 - mmaction - INFO - Epoch [117][3280/3757] lr: 5.734e-02, eta: 5 days, 6:00:51, time: 0.798, data_time: 0.011, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6094, loss_cls: 2.9159, loss: 2.9159, grad_norm: 2.7623 2020-07-29 01:33:19,610 - mmaction - INFO - Epoch [117][3300/3757] lr: 5.734e-02, eta: 5 days, 6:00:33, time: 0.863, data_time: 0.043, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6211, loss_cls: 2.8151, loss: 2.8151, grad_norm: 2.7478 2020-07-29 01:33:36,177 - mmaction - INFO - Epoch [117][3320/3757] lr: 5.734e-02, eta: 5 days, 6:00:07, time: 0.829, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6281, loss_cls: 2.8521, loss: 2.8521, grad_norm: 2.6621 2020-07-29 01:33:52,575 - mmaction - INFO - Epoch [117][3340/3757] lr: 5.734e-02, eta: 5 days, 5:59:39, time: 0.820, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6164, loss_cls: 2.8994, loss: 2.8994, grad_norm: 2.7425 2020-07-29 01:34:08,492 - mmaction - INFO - Epoch [117][3360/3757] lr: 5.734e-02, eta: 5 days, 5:59:06, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6383, loss_cls: 2.7636, loss: 2.7636, grad_norm: 2.6941 2020-07-29 01:34:24,314 - mmaction - INFO - Epoch [117][3380/3757] lr: 5.734e-02, eta: 5 days, 5:58:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6320, loss_cls: 2.7825, loss: 2.7825, grad_norm: 2.7201 2020-07-29 01:34:40,216 - mmaction - INFO - Epoch [117][3400/3757] lr: 5.734e-02, eta: 5 days, 5:57:59, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6258, loss_cls: 2.8298, loss: 2.8298, grad_norm: 2.7782 2020-07-29 01:34:56,331 - mmaction - INFO - Epoch [117][3420/3757] lr: 5.734e-02, eta: 5 days, 5:57:28, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6367, loss_cls: 2.8115, loss: 2.8115, grad_norm: 2.6807 2020-07-29 01:35:12,650 - mmaction - INFO - Epoch [117][3440/3757] lr: 5.734e-02, eta: 5 days, 5:57:00, time: 0.816, data_time: 0.005, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6203, loss_cls: 2.8165, loss: 2.8165, grad_norm: 2.7015 2020-07-29 01:35:28,567 - mmaction - INFO - Epoch [117][3460/3757] lr: 5.734e-02, eta: 5 days, 5:56:27, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6242, loss_cls: 2.9038, loss: 2.9038, grad_norm: 2.7400 2020-07-29 01:35:48,342 - mmaction - INFO - Epoch [117][3480/3757] lr: 5.734e-02, eta: 5 days, 5:56:36, time: 0.990, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6250, loss_cls: 2.8669, loss: 2.8669, grad_norm: 2.7624 2020-07-29 01:36:04,398 - mmaction - INFO - Epoch [117][3500/3757] lr: 5.734e-02, eta: 5 days, 5:56:04, time: 0.803, data_time: 0.011, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6422, loss_cls: 2.8076, loss: 2.8076, grad_norm: 2.7459 2020-07-29 01:36:20,362 - mmaction - INFO - Epoch [117][3520/3757] lr: 5.734e-02, eta: 5 days, 5:55:32, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6359, loss_cls: 2.8387, loss: 2.8387, grad_norm: 2.7425 2020-07-29 01:36:36,326 - mmaction - INFO - Epoch [117][3540/3757] lr: 5.734e-02, eta: 5 days, 5:54:59, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6328, loss_cls: 2.7695, loss: 2.7695, grad_norm: 2.7192 2020-07-29 01:36:52,142 - mmaction - INFO - Epoch [117][3560/3757] lr: 5.734e-02, eta: 5 days, 5:54:26, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6094, loss_cls: 2.8401, loss: 2.8401, grad_norm: 2.7775 2020-07-29 01:37:09,120 - mmaction - INFO - Epoch [117][3580/3757] lr: 5.734e-02, eta: 5 days, 5:54:05, time: 0.849, data_time: 0.006, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6273, loss_cls: 2.7889, loss: 2.7889, grad_norm: 2.7416 2020-07-29 01:37:25,002 - mmaction - INFO - Epoch [117][3600/3757] lr: 5.734e-02, eta: 5 days, 5:53:31, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.9031, loss: 2.9031, grad_norm: 2.7834 2020-07-29 01:37:40,822 - mmaction - INFO - Epoch [117][3620/3757] lr: 5.734e-02, eta: 5 days, 5:52:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6117, loss_cls: 2.8661, loss: 2.8661, grad_norm: 2.7179 2020-07-29 01:37:56,648 - mmaction - INFO - Epoch [117][3640/3757] lr: 5.734e-02, eta: 5 days, 5:52:24, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6188, loss_cls: 2.8629, loss: 2.8629, grad_norm: 2.7584 2020-07-29 01:38:12,525 - mmaction - INFO - Epoch [117][3660/3757] lr: 5.734e-02, eta: 5 days, 5:51:51, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6094, loss_cls: 2.9076, loss: 2.9076, grad_norm: 2.8212 2020-07-29 01:38:28,433 - mmaction - INFO - Epoch [117][3680/3757] lr: 5.734e-02, eta: 5 days, 5:51:18, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 2.8989, loss: 2.8989, grad_norm: 2.7495 2020-07-29 01:38:44,333 - mmaction - INFO - Epoch [117][3700/3757] lr: 5.734e-02, eta: 5 days, 5:50:45, time: 0.796, data_time: 0.009, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6320, loss_cls: 2.8288, loss: 2.8288, grad_norm: 2.7178 2020-07-29 01:39:00,152 - mmaction - INFO - Epoch [117][3720/3757] lr: 5.734e-02, eta: 5 days, 5:50:11, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6492, loss_cls: 2.7595, loss: 2.7595, grad_norm: 2.7034 2020-07-29 01:39:16,760 - mmaction - INFO - Epoch [117][3740/3757] lr: 5.734e-02, eta: 5 days, 5:49:46, time: 0.831, data_time: 0.004, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6070, loss_cls: 2.9428, loss: 2.9428, grad_norm: 2.7064 2020-07-29 01:43:30,315 - mmaction - INFO - Epoch [118][20/3757] lr: 5.673e-02, eta: 5 days, 6:24:14, time: 11.431, data_time: 10.468, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6297, loss_cls: 2.7800, loss: 2.7800, grad_norm: 2.6766 2020-07-29 01:43:46,204 - mmaction - INFO - Epoch [118][40/3757] lr: 5.673e-02, eta: 5 days, 6:23:41, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6328, loss_cls: 2.7791, loss: 2.7791, grad_norm: 2.7365 2020-07-29 01:44:02,141 - mmaction - INFO - Epoch [118][60/3757] lr: 5.673e-02, eta: 5 days, 6:23:07, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6234, loss_cls: 2.8409, loss: 2.8409, grad_norm: 2.8365 2020-07-29 01:44:18,036 - mmaction - INFO - Epoch [118][80/3757] lr: 5.673e-02, eta: 5 days, 6:22:33, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6188, loss_cls: 2.9133, loss: 2.9133, grad_norm: 2.8306 2020-07-29 01:44:33,837 - mmaction - INFO - Epoch [118][100/3757] lr: 5.673e-02, eta: 5 days, 6:21:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6539, loss_cls: 2.7187, loss: 2.7187, grad_norm: 2.7253 2020-07-29 01:44:49,659 - mmaction - INFO - Epoch [118][120/3757] lr: 5.673e-02, eta: 5 days, 6:21:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6477, loss_cls: 2.7024, loss: 2.7024, grad_norm: 2.6743 2020-07-29 01:45:05,506 - mmaction - INFO - Epoch [118][140/3757] lr: 5.673e-02, eta: 5 days, 6:20:50, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6289, loss_cls: 2.8708, loss: 2.8708, grad_norm: 2.6727 2020-07-29 01:45:25,556 - mmaction - INFO - Epoch [118][160/3757] lr: 5.673e-02, eta: 5 days, 6:21:00, time: 1.003, data_time: 0.215, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6250, loss_cls: 2.8276, loss: 2.8276, grad_norm: 2.6841 2020-07-29 01:45:41,837 - mmaction - INFO - Epoch [118][180/3757] lr: 5.673e-02, eta: 5 days, 6:20:31, time: 0.814, data_time: 0.025, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6508, loss_cls: 2.7499, loss: 2.7499, grad_norm: 2.7652 2020-07-29 01:45:57,637 - mmaction - INFO - Epoch [118][200/3757] lr: 5.673e-02, eta: 5 days, 6:19:56, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6500, loss_cls: 2.7403, loss: 2.7403, grad_norm: 2.7465 2020-07-29 01:46:13,425 - mmaction - INFO - Epoch [118][220/3757] lr: 5.673e-02, eta: 5 days, 6:19:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6414, loss_cls: 2.7677, loss: 2.7677, grad_norm: 2.7037 2020-07-29 01:46:29,235 - mmaction - INFO - Epoch [118][240/3757] lr: 5.673e-02, eta: 5 days, 6:18:47, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3430, top5_acc: 0.6070, loss_cls: 2.9765, loss: 2.9765, grad_norm: 2.8426 2020-07-29 01:46:45,645 - mmaction - INFO - Epoch [118][260/3757] lr: 5.673e-02, eta: 5 days, 6:18:18, time: 0.820, data_time: 0.012, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6281, loss_cls: 2.8009, loss: 2.8009, grad_norm: 2.7601 2020-07-29 01:47:01,588 - mmaction - INFO - Epoch [118][280/3757] lr: 5.673e-02, eta: 5 days, 6:17:45, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6242, loss_cls: 2.8319, loss: 2.8319, grad_norm: 2.7340 2020-07-29 01:47:17,383 - mmaction - INFO - Epoch [118][300/3757] lr: 5.673e-02, eta: 5 days, 6:17:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6570, loss_cls: 2.6624, loss: 2.6624, grad_norm: 2.7847 2020-07-29 01:47:33,230 - mmaction - INFO - Epoch [118][320/3757] lr: 5.673e-02, eta: 5 days, 6:16:36, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6484, loss_cls: 2.7077, loss: 2.7077, grad_norm: 2.8038 2020-07-29 01:47:49,366 - mmaction - INFO - Epoch [118][340/3757] lr: 5.673e-02, eta: 5 days, 6:16:05, time: 0.808, data_time: 0.020, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6352, loss_cls: 2.7677, loss: 2.7677, grad_norm: 2.7288 2020-07-29 01:48:05,548 - mmaction - INFO - Epoch [118][360/3757] lr: 5.673e-02, eta: 5 days, 6:15:35, time: 0.809, data_time: 0.020, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6406, loss_cls: 2.7656, loss: 2.7656, grad_norm: 2.8033 2020-07-29 01:48:21,620 - mmaction - INFO - Epoch [118][380/3757] lr: 5.673e-02, eta: 5 days, 6:15:03, time: 0.803, data_time: 0.014, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6406, loss_cls: 2.8170, loss: 2.8170, grad_norm: 2.7538 2020-07-29 01:48:37,758 - mmaction - INFO - Epoch [118][400/3757] lr: 5.673e-02, eta: 5 days, 6:14:32, time: 0.807, data_time: 0.023, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6141, loss_cls: 2.8287, loss: 2.8287, grad_norm: 2.7193 2020-07-29 01:48:53,602 - mmaction - INFO - Epoch [118][420/3757] lr: 5.673e-02, eta: 5 days, 6:13:58, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6438, loss_cls: 2.7796, loss: 2.7796, grad_norm: 2.7589 2020-07-29 01:49:12,682 - mmaction - INFO - Epoch [118][440/3757] lr: 5.673e-02, eta: 5 days, 6:13:58, time: 0.952, data_time: 0.026, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6234, loss_cls: 2.7535, loss: 2.7535, grad_norm: 2.6706 2020-07-29 01:49:29,153 - mmaction - INFO - Epoch [118][460/3757] lr: 5.673e-02, eta: 5 days, 6:13:31, time: 0.825, data_time: 0.042, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6430, loss_cls: 2.7731, loss: 2.7731, grad_norm: 2.7847 2020-07-29 01:49:45,211 - mmaction - INFO - Epoch [118][480/3757] lr: 5.673e-02, eta: 5 days, 6:12:59, time: 0.804, data_time: 0.015, memory: 6192, top1_acc: 0.3492, top5_acc: 0.6188, loss_cls: 2.8690, loss: 2.8690, grad_norm: 2.7853 2020-07-29 01:50:01,635 - mmaction - INFO - Epoch [118][500/3757] lr: 5.673e-02, eta: 5 days, 6:12:29, time: 0.813, data_time: 0.022, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6273, loss_cls: 2.8439, loss: 2.8439, grad_norm: 2.8111 2020-07-29 01:50:17,642 - mmaction - INFO - Epoch [118][520/3757] lr: 5.673e-02, eta: 5 days, 6:11:59, time: 0.809, data_time: 0.021, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6453, loss_cls: 2.8184, loss: 2.8184, grad_norm: 2.7926 2020-07-29 01:50:33,740 - mmaction - INFO - Epoch [118][540/3757] lr: 5.673e-02, eta: 5 days, 6:11:27, time: 0.804, data_time: 0.015, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6398, loss_cls: 2.7136, loss: 2.7136, grad_norm: 2.7869 2020-07-29 01:50:49,586 - mmaction - INFO - Epoch [118][560/3757] lr: 5.673e-02, eta: 5 days, 6:10:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6438, loss_cls: 2.8118, loss: 2.8118, grad_norm: 2.7584 2020-07-29 01:51:05,352 - mmaction - INFO - Epoch [118][580/3757] lr: 5.673e-02, eta: 5 days, 6:10:19, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6180, loss_cls: 2.8704, loss: 2.8704, grad_norm: 2.7845 2020-07-29 01:51:21,180 - mmaction - INFO - Epoch [118][600/3757] lr: 5.673e-02, eta: 5 days, 6:09:44, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6281, loss_cls: 2.8059, loss: 2.8059, grad_norm: 2.7255 2020-07-29 01:51:37,037 - mmaction - INFO - Epoch [118][620/3757] lr: 5.673e-02, eta: 5 days, 6:09:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6266, loss_cls: 2.8522, loss: 2.8522, grad_norm: 2.7514 2020-07-29 01:51:52,815 - mmaction - INFO - Epoch [118][640/3757] lr: 5.673e-02, eta: 5 days, 6:08:36, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6195, loss_cls: 2.8512, loss: 2.8512, grad_norm: 2.7568 2020-07-29 01:52:08,659 - mmaction - INFO - Epoch [118][660/3757] lr: 5.673e-02, eta: 5 days, 6:08:02, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6250, loss_cls: 2.8212, loss: 2.8212, grad_norm: 2.7738 2020-07-29 01:52:24,526 - mmaction - INFO - Epoch [118][680/3757] lr: 5.673e-02, eta: 5 days, 6:07:28, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6305, loss_cls: 2.8338, loss: 2.8338, grad_norm: 2.7556 2020-07-29 01:52:40,429 - mmaction - INFO - Epoch [118][700/3757] lr: 5.673e-02, eta: 5 days, 6:06:55, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3469, top5_acc: 0.6070, loss_cls: 2.9277, loss: 2.9277, grad_norm: 2.7574 2020-07-29 01:52:56,492 - mmaction - INFO - Epoch [118][720/3757] lr: 5.673e-02, eta: 5 days, 6:06:23, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6391, loss_cls: 2.7917, loss: 2.7917, grad_norm: 2.6369 2020-07-29 01:53:12,326 - mmaction - INFO - Epoch [118][740/3757] lr: 5.673e-02, eta: 5 days, 6:05:49, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6172, loss_cls: 2.8919, loss: 2.8919, grad_norm: 2.7588 2020-07-29 01:53:28,771 - mmaction - INFO - Epoch [118][760/3757] lr: 5.673e-02, eta: 5 days, 6:05:22, time: 0.822, data_time: 0.038, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6328, loss_cls: 2.7432, loss: 2.7432, grad_norm: 2.7110 2020-07-29 01:53:44,536 - mmaction - INFO - Epoch [118][780/3757] lr: 5.673e-02, eta: 5 days, 6:04:47, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6383, loss_cls: 2.7708, loss: 2.7708, grad_norm: 2.7297 2020-07-29 01:54:00,376 - mmaction - INFO - Epoch [118][800/3757] lr: 5.673e-02, eta: 5 days, 6:04:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6398, loss_cls: 2.8248, loss: 2.8248, grad_norm: 2.6649 2020-07-29 01:54:16,166 - mmaction - INFO - Epoch [118][820/3757] lr: 5.673e-02, eta: 5 days, 6:03:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6273, loss_cls: 2.8490, loss: 2.8490, grad_norm: 2.7702 2020-07-29 01:54:32,042 - mmaction - INFO - Epoch [118][840/3757] lr: 5.673e-02, eta: 5 days, 6:03:05, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6023, loss_cls: 2.9380, loss: 2.9380, grad_norm: 2.7387 2020-07-29 01:54:47,854 - mmaction - INFO - Epoch [118][860/3757] lr: 5.673e-02, eta: 5 days, 6:02:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6016, loss_cls: 2.9118, loss: 2.9118, grad_norm: 2.6618 2020-07-29 01:55:03,665 - mmaction - INFO - Epoch [118][880/3757] lr: 5.673e-02, eta: 5 days, 6:01:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6430, loss_cls: 2.7634, loss: 2.7634, grad_norm: 2.6257 2020-07-29 01:55:19,380 - mmaction - INFO - Epoch [118][900/3757] lr: 5.673e-02, eta: 5 days, 6:01:22, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6227, loss_cls: 2.8317, loss: 2.8317, grad_norm: 2.6809 2020-07-29 01:55:35,292 - mmaction - INFO - Epoch [118][920/3757] lr: 5.673e-02, eta: 5 days, 6:00:49, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6422, loss_cls: 2.6895, loss: 2.6895, grad_norm: 2.6825 2020-07-29 01:55:51,141 - mmaction - INFO - Epoch [118][940/3757] lr: 5.673e-02, eta: 5 days, 6:00:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6461, loss_cls: 2.7818, loss: 2.7818, grad_norm: 2.7500 2020-07-29 01:56:07,033 - mmaction - INFO - Epoch [118][960/3757] lr: 5.673e-02, eta: 5 days, 5:59:42, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.3422, top5_acc: 0.6133, loss_cls: 2.8844, loss: 2.8844, grad_norm: 2.7536 2020-07-29 01:56:22,844 - mmaction - INFO - Epoch [118][980/3757] lr: 5.673e-02, eta: 5 days, 5:59:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6266, loss_cls: 2.8320, loss: 2.8320, grad_norm: 2.7360 2020-07-29 01:56:38,767 - mmaction - INFO - Epoch [118][1000/3757] lr: 5.673e-02, eta: 5 days, 5:58:35, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.7779, loss: 2.7779, grad_norm: 2.7299 2020-07-29 01:56:54,581 - mmaction - INFO - Epoch [118][1020/3757] lr: 5.673e-02, eta: 5 days, 5:58:01, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6570, loss_cls: 2.6737, loss: 2.6737, grad_norm: 2.7754 2020-07-29 01:57:10,440 - mmaction - INFO - Epoch [118][1040/3757] lr: 5.673e-02, eta: 5 days, 5:57:27, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6414, loss_cls: 2.7244, loss: 2.7244, grad_norm: 2.7411 2020-07-29 01:57:26,201 - mmaction - INFO - Epoch [118][1060/3757] lr: 5.673e-02, eta: 5 days, 5:56:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6250, loss_cls: 2.8785, loss: 2.8785, grad_norm: 2.8214 2020-07-29 01:57:42,028 - mmaction - INFO - Epoch [118][1080/3757] lr: 5.673e-02, eta: 5 days, 5:56:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6281, loss_cls: 2.7246, loss: 2.7246, grad_norm: 2.7595 2020-07-29 01:57:57,791 - mmaction - INFO - Epoch [118][1100/3757] lr: 5.673e-02, eta: 5 days, 5:55:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6406, loss_cls: 2.7904, loss: 2.7904, grad_norm: 2.7949 2020-07-29 01:58:13,635 - mmaction - INFO - Epoch [118][1120/3757] lr: 5.673e-02, eta: 5 days, 5:55:11, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6484, loss_cls: 2.7461, loss: 2.7461, grad_norm: 2.7447 2020-07-29 01:58:29,486 - mmaction - INFO - Epoch [118][1140/3757] lr: 5.673e-02, eta: 5 days, 5:54:37, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6359, loss_cls: 2.7680, loss: 2.7680, grad_norm: 2.6910 2020-07-29 01:58:45,230 - mmaction - INFO - Epoch [118][1160/3757] lr: 5.673e-02, eta: 5 days, 5:54:03, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6227, loss_cls: 2.8247, loss: 2.8247, grad_norm: 2.7455 2020-07-29 01:59:01,040 - mmaction - INFO - Epoch [118][1180/3757] lr: 5.673e-02, eta: 5 days, 5:53:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6398, loss_cls: 2.6739, loss: 2.6739, grad_norm: 2.7244 2020-07-29 01:59:16,891 - mmaction - INFO - Epoch [118][1200/3757] lr: 5.673e-02, eta: 5 days, 5:52:55, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6414, loss_cls: 2.7930, loss: 2.7930, grad_norm: 2.7820 2020-07-29 01:59:32,653 - mmaction - INFO - Epoch [118][1220/3757] lr: 5.673e-02, eta: 5 days, 5:52:21, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6352, loss_cls: 2.7858, loss: 2.7858, grad_norm: 2.7888 2020-07-29 01:59:52,876 - mmaction - INFO - Epoch [118][1240/3757] lr: 5.673e-02, eta: 5 days, 5:52:33, time: 1.011, data_time: 0.155, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6375, loss_cls: 2.7628, loss: 2.7628, grad_norm: 2.7681 2020-07-29 02:00:22,120 - mmaction - INFO - Epoch [118][1260/3757] lr: 5.673e-02, eta: 5 days, 5:54:16, time: 1.450, data_time: 0.242, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.8989, loss: 2.8989, grad_norm: 2.7512 2020-07-29 02:00:43,816 - mmaction - INFO - Epoch [118][1280/3757] lr: 5.673e-02, eta: 5 days, 5:54:46, time: 1.097, data_time: 0.275, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6352, loss_cls: 2.7810, loss: 2.7810, grad_norm: 2.6285 2020-07-29 02:01:04,165 - mmaction - INFO - Epoch [118][1300/3757] lr: 5.673e-02, eta: 5 days, 5:54:59, time: 1.017, data_time: 0.175, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6125, loss_cls: 2.8326, loss: 2.8326, grad_norm: 2.7103 2020-07-29 02:01:19,950 - mmaction - INFO - Epoch [118][1320/3757] lr: 5.673e-02, eta: 5 days, 5:54:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6156, loss_cls: 2.8904, loss: 2.8904, grad_norm: 2.7049 2020-07-29 02:01:35,731 - mmaction - INFO - Epoch [118][1340/3757] lr: 5.673e-02, eta: 5 days, 5:53:51, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6242, loss_cls: 2.8280, loss: 2.8280, grad_norm: 2.7204 2020-07-29 02:01:51,537 - mmaction - INFO - Epoch [118][1360/3757] lr: 5.673e-02, eta: 5 days, 5:53:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.7919, loss: 2.7919, grad_norm: 2.6877 2020-07-29 02:02:07,361 - mmaction - INFO - Epoch [118][1380/3757] lr: 5.673e-02, eta: 5 days, 5:52:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6188, loss_cls: 2.8576, loss: 2.8576, grad_norm: 2.7415 2020-07-29 02:02:23,235 - mmaction - INFO - Epoch [118][1400/3757] lr: 5.673e-02, eta: 5 days, 5:52:10, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6320, loss_cls: 2.8037, loss: 2.8037, grad_norm: 2.7339 2020-07-29 02:02:39,116 - mmaction - INFO - Epoch [118][1420/3757] lr: 5.673e-02, eta: 5 days, 5:51:37, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6164, loss_cls: 2.9118, loss: 2.9118, grad_norm: 2.7111 2020-07-29 02:02:55,002 - mmaction - INFO - Epoch [118][1440/3757] lr: 5.673e-02, eta: 5 days, 5:51:04, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6398, loss_cls: 2.7611, loss: 2.7611, grad_norm: 2.6616 2020-07-29 02:03:10,756 - mmaction - INFO - Epoch [118][1460/3757] lr: 5.673e-02, eta: 5 days, 5:50:29, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6375, loss_cls: 2.8397, loss: 2.8397, grad_norm: 2.7340 2020-07-29 02:03:26,587 - mmaction - INFO - Epoch [118][1480/3757] lr: 5.673e-02, eta: 5 days, 5:49:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6367, loss_cls: 2.7598, loss: 2.7598, grad_norm: 2.6344 2020-07-29 02:03:42,393 - mmaction - INFO - Epoch [118][1500/3757] lr: 5.673e-02, eta: 5 days, 5:49:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6203, loss_cls: 2.7857, loss: 2.7857, grad_norm: 2.7385 2020-07-29 02:03:58,287 - mmaction - INFO - Epoch [118][1520/3757] lr: 5.673e-02, eta: 5 days, 5:48:49, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6164, loss_cls: 2.8957, loss: 2.8957, grad_norm: 2.7695 2020-07-29 02:04:14,121 - mmaction - INFO - Epoch [118][1540/3757] lr: 5.673e-02, eta: 5 days, 5:48:15, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6523, loss_cls: 2.6846, loss: 2.6846, grad_norm: 2.6645 2020-07-29 02:04:30,200 - mmaction - INFO - Epoch [118][1560/3757] lr: 5.673e-02, eta: 5 days, 5:47:44, time: 0.804, data_time: 0.012, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6406, loss_cls: 2.7682, loss: 2.7682, grad_norm: 2.7716 2020-07-29 02:04:46,091 - mmaction - INFO - Epoch [118][1580/3757] lr: 5.673e-02, eta: 5 days, 5:47:11, time: 0.797, data_time: 0.006, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6469, loss_cls: 2.7833, loss: 2.7833, grad_norm: 2.7772 2020-07-29 02:05:01,984 - mmaction - INFO - Epoch [118][1600/3757] lr: 5.673e-02, eta: 5 days, 5:46:38, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6070, loss_cls: 2.9431, loss: 2.9431, grad_norm: 2.7146 2020-07-29 02:05:17,768 - mmaction - INFO - Epoch [118][1620/3757] lr: 5.673e-02, eta: 5 days, 5:46:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6359, loss_cls: 2.7907, loss: 2.7907, grad_norm: 2.6537 2020-07-29 02:05:33,610 - mmaction - INFO - Epoch [118][1640/3757] lr: 5.673e-02, eta: 5 days, 5:45:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6461, loss_cls: 2.6987, loss: 2.6987, grad_norm: 2.7396 2020-07-29 02:05:49,479 - mmaction - INFO - Epoch [118][1660/3757] lr: 5.673e-02, eta: 5 days, 5:44:58, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6281, loss_cls: 2.7868, loss: 2.7868, grad_norm: 2.7822 2020-07-29 02:06:05,359 - mmaction - INFO - Epoch [118][1680/3757] lr: 5.673e-02, eta: 5 days, 5:44:25, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6406, loss_cls: 2.8099, loss: 2.8099, grad_norm: 2.7764 2020-07-29 02:06:21,226 - mmaction - INFO - Epoch [118][1700/3757] lr: 5.673e-02, eta: 5 days, 5:43:52, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6180, loss_cls: 2.8565, loss: 2.8565, grad_norm: 2.7258 2020-07-29 02:06:37,061 - mmaction - INFO - Epoch [118][1720/3757] lr: 5.673e-02, eta: 5 days, 5:43:18, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6055, loss_cls: 2.8420, loss: 2.8420, grad_norm: 2.7327 2020-07-29 02:06:52,931 - mmaction - INFO - Epoch [118][1740/3757] lr: 5.673e-02, eta: 5 days, 5:42:45, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6367, loss_cls: 2.7773, loss: 2.7773, grad_norm: 2.6900 2020-07-29 02:07:08,816 - mmaction - INFO - Epoch [118][1760/3757] lr: 5.673e-02, eta: 5 days, 5:42:12, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6406, loss_cls: 2.7606, loss: 2.7606, grad_norm: 2.6574 2020-07-29 02:07:24,702 - mmaction - INFO - Epoch [118][1780/3757] lr: 5.673e-02, eta: 5 days, 5:41:39, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6438, loss_cls: 2.7735, loss: 2.7735, grad_norm: 2.7515 2020-07-29 02:07:40,512 - mmaction - INFO - Epoch [118][1800/3757] lr: 5.673e-02, eta: 5 days, 5:41:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6336, loss_cls: 2.7940, loss: 2.7940, grad_norm: 2.7823 2020-07-29 02:07:56,297 - mmaction - INFO - Epoch [118][1820/3757] lr: 5.673e-02, eta: 5 days, 5:40:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6117, loss_cls: 2.8174, loss: 2.8174, grad_norm: 2.7129 2020-07-29 02:08:12,145 - mmaction - INFO - Epoch [118][1840/3757] lr: 5.673e-02, eta: 5 days, 5:39:59, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6234, loss_cls: 2.8484, loss: 2.8484, grad_norm: 2.7390 2020-07-29 02:08:27,888 - mmaction - INFO - Epoch [118][1860/3757] lr: 5.673e-02, eta: 5 days, 5:39:25, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6250, loss_cls: 2.7932, loss: 2.7932, grad_norm: 2.6925 2020-07-29 02:08:43,776 - mmaction - INFO - Epoch [118][1880/3757] lr: 5.673e-02, eta: 5 days, 5:38:52, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6203, loss_cls: 2.8967, loss: 2.8967, grad_norm: 2.6855 2020-07-29 02:08:59,613 - mmaction - INFO - Epoch [118][1900/3757] lr: 5.673e-02, eta: 5 days, 5:38:19, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6141, loss_cls: 2.8264, loss: 2.8264, grad_norm: 2.7315 2020-07-29 02:09:15,446 - mmaction - INFO - Epoch [118][1920/3757] lr: 5.673e-02, eta: 5 days, 5:37:45, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6383, loss_cls: 2.7520, loss: 2.7520, grad_norm: 2.7052 2020-07-29 02:09:31,303 - mmaction - INFO - Epoch [118][1940/3757] lr: 5.673e-02, eta: 5 days, 5:37:12, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.8237, loss: 2.8237, grad_norm: 2.7532 2020-07-29 02:09:47,212 - mmaction - INFO - Epoch [118][1960/3757] lr: 5.673e-02, eta: 5 days, 5:36:40, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6195, loss_cls: 2.8325, loss: 2.8325, grad_norm: 2.7342 2020-07-29 02:10:03,104 - mmaction - INFO - Epoch [118][1980/3757] lr: 5.673e-02, eta: 5 days, 5:36:07, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6289, loss_cls: 2.8026, loss: 2.8026, grad_norm: 2.6853 2020-07-29 02:10:18,858 - mmaction - INFO - Epoch [118][2000/3757] lr: 5.673e-02, eta: 5 days, 5:35:33, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6289, loss_cls: 2.7889, loss: 2.7889, grad_norm: 2.7130 2020-07-29 02:10:34,657 - mmaction - INFO - Epoch [118][2020/3757] lr: 5.673e-02, eta: 5 days, 5:35:00, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6305, loss_cls: 2.7753, loss: 2.7753, grad_norm: 2.7507 2020-07-29 02:10:50,458 - mmaction - INFO - Epoch [118][2040/3757] lr: 5.673e-02, eta: 5 days, 5:34:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6312, loss_cls: 2.8046, loss: 2.8046, grad_norm: 2.7028 2020-07-29 02:11:06,267 - mmaction - INFO - Epoch [118][2060/3757] lr: 5.673e-02, eta: 5 days, 5:33:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3477, top5_acc: 0.5953, loss_cls: 2.9655, loss: 2.9655, grad_norm: 2.7779 2020-07-29 02:11:22,112 - mmaction - INFO - Epoch [118][2080/3757] lr: 5.673e-02, eta: 5 days, 5:33:19, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6188, loss_cls: 2.8738, loss: 2.8738, grad_norm: 2.7515 2020-07-29 02:11:37,898 - mmaction - INFO - Epoch [118][2100/3757] lr: 5.673e-02, eta: 5 days, 5:32:46, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6297, loss_cls: 2.8177, loss: 2.8177, grad_norm: 2.7673 2020-07-29 02:11:53,755 - mmaction - INFO - Epoch [118][2120/3757] lr: 5.673e-02, eta: 5 days, 5:32:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6125, loss_cls: 2.8951, loss: 2.8951, grad_norm: 2.7154 2020-07-29 02:12:09,585 - mmaction - INFO - Epoch [118][2140/3757] lr: 5.673e-02, eta: 5 days, 5:31:40, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6539, loss_cls: 2.7193, loss: 2.7193, grad_norm: 2.7663 2020-07-29 02:12:25,403 - mmaction - INFO - Epoch [118][2160/3757] lr: 5.673e-02, eta: 5 days, 5:31:06, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6195, loss_cls: 2.8175, loss: 2.8175, grad_norm: 2.7412 2020-07-29 02:12:41,234 - mmaction - INFO - Epoch [118][2180/3757] lr: 5.673e-02, eta: 5 days, 5:30:33, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6602, loss_cls: 2.7166, loss: 2.7166, grad_norm: 2.6701 2020-07-29 02:12:56,988 - mmaction - INFO - Epoch [118][2200/3757] lr: 5.673e-02, eta: 5 days, 5:29:59, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6547, loss_cls: 2.7368, loss: 2.7368, grad_norm: 2.7182 2020-07-29 02:13:12,894 - mmaction - INFO - Epoch [118][2220/3757] lr: 5.673e-02, eta: 5 days, 5:29:27, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6195, loss_cls: 2.8142, loss: 2.8142, grad_norm: 2.7439 2020-07-29 02:13:28,753 - mmaction - INFO - Epoch [118][2240/3757] lr: 5.673e-02, eta: 5 days, 5:28:54, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6203, loss_cls: 2.8166, loss: 2.8166, grad_norm: 2.7283 2020-07-29 02:13:44,514 - mmaction - INFO - Epoch [118][2260/3757] lr: 5.673e-02, eta: 5 days, 5:28:20, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6453, loss_cls: 2.8034, loss: 2.8034, grad_norm: 2.7505 2020-07-29 02:14:00,348 - mmaction - INFO - Epoch [118][2280/3757] lr: 5.673e-02, eta: 5 days, 5:27:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6234, loss_cls: 2.8314, loss: 2.8314, grad_norm: 2.6538 2020-07-29 02:14:16,460 - mmaction - INFO - Epoch [118][2300/3757] lr: 5.673e-02, eta: 5 days, 5:27:17, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6227, loss_cls: 2.8261, loss: 2.8261, grad_norm: 2.7123 2020-07-29 02:14:32,313 - mmaction - INFO - Epoch [118][2320/3757] lr: 5.673e-02, eta: 5 days, 5:26:44, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6266, loss_cls: 2.8044, loss: 2.8044, grad_norm: 2.7069 2020-07-29 02:14:49,115 - mmaction - INFO - Epoch [118][2340/3757] lr: 5.673e-02, eta: 5 days, 5:26:21, time: 0.840, data_time: 0.055, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6234, loss_cls: 2.7856, loss: 2.7856, grad_norm: 2.7432 2020-07-29 02:15:04,949 - mmaction - INFO - Epoch [118][2360/3757] lr: 5.673e-02, eta: 5 days, 5:25:48, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6422, loss_cls: 2.7985, loss: 2.7985, grad_norm: 2.6974 2020-07-29 02:15:20,680 - mmaction - INFO - Epoch [118][2380/3757] lr: 5.673e-02, eta: 5 days, 5:25:14, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6305, loss_cls: 2.8281, loss: 2.8281, grad_norm: 2.7777 2020-07-29 02:15:36,549 - mmaction - INFO - Epoch [118][2400/3757] lr: 5.673e-02, eta: 5 days, 5:24:41, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6320, loss_cls: 2.7593, loss: 2.7593, grad_norm: 2.7656 2020-07-29 02:15:52,414 - mmaction - INFO - Epoch [118][2420/3757] lr: 5.673e-02, eta: 5 days, 5:24:09, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6250, loss_cls: 2.8681, loss: 2.8681, grad_norm: 2.6813 2020-07-29 02:16:12,213 - mmaction - INFO - Epoch [118][2440/3757] lr: 5.673e-02, eta: 5 days, 5:24:16, time: 0.990, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6156, loss_cls: 2.8579, loss: 2.8579, grad_norm: 2.8018 2020-07-29 02:16:28,043 - mmaction - INFO - Epoch [118][2460/3757] lr: 5.673e-02, eta: 5 days, 5:23:43, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6242, loss_cls: 2.8401, loss: 2.8401, grad_norm: 2.6918 2020-07-29 02:16:43,874 - mmaction - INFO - Epoch [118][2480/3757] lr: 5.673e-02, eta: 5 days, 5:23:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6516, loss_cls: 2.7900, loss: 2.7900, grad_norm: 2.7552 2020-07-29 02:16:59,732 - mmaction - INFO - Epoch [118][2500/3757] lr: 5.673e-02, eta: 5 days, 5:22:37, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6211, loss_cls: 2.8862, loss: 2.8862, grad_norm: 2.7300 2020-07-29 02:17:15,589 - mmaction - INFO - Epoch [118][2520/3757] lr: 5.673e-02, eta: 5 days, 5:22:05, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6539, loss_cls: 2.7950, loss: 2.7950, grad_norm: 2.7458 2020-07-29 02:17:31,470 - mmaction - INFO - Epoch [118][2540/3757] lr: 5.673e-02, eta: 5 days, 5:21:32, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6406, loss_cls: 2.7865, loss: 2.7865, grad_norm: 2.7031 2020-07-29 02:17:47,308 - mmaction - INFO - Epoch [118][2560/3757] lr: 5.673e-02, eta: 5 days, 5:21:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6312, loss_cls: 2.8203, loss: 2.8203, grad_norm: 2.7478 2020-07-29 02:18:03,171 - mmaction - INFO - Epoch [118][2580/3757] lr: 5.673e-02, eta: 5 days, 5:20:27, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6328, loss_cls: 2.8227, loss: 2.8227, grad_norm: 2.7285 2020-07-29 02:18:19,012 - mmaction - INFO - Epoch [118][2600/3757] lr: 5.673e-02, eta: 5 days, 5:19:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6188, loss_cls: 2.8630, loss: 2.8630, grad_norm: 2.7381 2020-07-29 02:18:34,871 - mmaction - INFO - Epoch [118][2620/3757] lr: 5.673e-02, eta: 5 days, 5:19:22, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6445, loss_cls: 2.8300, loss: 2.8300, grad_norm: 2.8139 2020-07-29 02:18:50,700 - mmaction - INFO - Epoch [118][2640/3757] lr: 5.673e-02, eta: 5 days, 5:18:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6516, loss_cls: 2.7613, loss: 2.7613, grad_norm: 2.7475 2020-07-29 02:19:06,470 - mmaction - INFO - Epoch [118][2660/3757] lr: 5.673e-02, eta: 5 days, 5:18:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6281, loss_cls: 2.7799, loss: 2.7799, grad_norm: 2.7546 2020-07-29 02:19:22,245 - mmaction - INFO - Epoch [118][2680/3757] lr: 5.673e-02, eta: 5 days, 5:17:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6281, loss_cls: 2.8939, loss: 2.8939, grad_norm: 2.7790 2020-07-29 02:19:38,107 - mmaction - INFO - Epoch [118][2700/3757] lr: 5.673e-02, eta: 5 days, 5:17:09, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6438, loss_cls: 2.7116, loss: 2.7116, grad_norm: 2.6963 2020-07-29 02:19:54,002 - mmaction - INFO - Epoch [118][2720/3757] lr: 5.673e-02, eta: 5 days, 5:16:37, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6383, loss_cls: 2.8161, loss: 2.8161, grad_norm: 2.7915 2020-07-29 02:20:09,795 - mmaction - INFO - Epoch [118][2740/3757] lr: 5.673e-02, eta: 5 days, 5:16:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6180, loss_cls: 2.8578, loss: 2.8578, grad_norm: 2.7730 2020-07-29 02:20:25,678 - mmaction - INFO - Epoch [118][2760/3757] lr: 5.673e-02, eta: 5 days, 5:15:32, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6234, loss_cls: 2.8367, loss: 2.8367, grad_norm: 2.7582 2020-07-29 02:20:41,471 - mmaction - INFO - Epoch [118][2780/3757] lr: 5.673e-02, eta: 5 days, 5:14:59, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6188, loss_cls: 2.8704, loss: 2.8704, grad_norm: 2.7965 2020-07-29 02:20:57,365 - mmaction - INFO - Epoch [118][2800/3757] lr: 5.673e-02, eta: 5 days, 5:14:27, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6164, loss_cls: 2.8029, loss: 2.8029, grad_norm: 2.6721 2020-07-29 02:21:13,107 - mmaction - INFO - Epoch [118][2820/3757] lr: 5.673e-02, eta: 5 days, 5:13:53, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6609, loss_cls: 2.7318, loss: 2.7318, grad_norm: 2.7082 2020-07-29 02:21:28,969 - mmaction - INFO - Epoch [118][2840/3757] lr: 5.673e-02, eta: 5 days, 5:13:20, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6398, loss_cls: 2.8110, loss: 2.8110, grad_norm: 2.7313 2020-07-29 02:21:44,769 - mmaction - INFO - Epoch [118][2860/3757] lr: 5.673e-02, eta: 5 days, 5:12:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6258, loss_cls: 2.8386, loss: 2.8386, grad_norm: 2.6989 2020-07-29 02:22:00,595 - mmaction - INFO - Epoch [118][2880/3757] lr: 5.673e-02, eta: 5 days, 5:12:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6336, loss_cls: 2.8429, loss: 2.8429, grad_norm: 2.7137 2020-07-29 02:22:16,405 - mmaction - INFO - Epoch [118][2900/3757] lr: 5.673e-02, eta: 5 days, 5:11:42, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6500, loss_cls: 2.7206, loss: 2.7206, grad_norm: 2.7419 2020-07-29 02:22:32,231 - mmaction - INFO - Epoch [118][2920/3757] lr: 5.673e-02, eta: 5 days, 5:11:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6320, loss_cls: 2.7792, loss: 2.7792, grad_norm: 2.7501 2020-07-29 02:22:48,060 - mmaction - INFO - Epoch [118][2940/3757] lr: 5.673e-02, eta: 5 days, 5:10:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6258, loss_cls: 2.8653, loss: 2.8653, grad_norm: 2.6953 2020-07-29 02:23:03,855 - mmaction - INFO - Epoch [118][2960/3757] lr: 5.673e-02, eta: 5 days, 5:10:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6516, loss_cls: 2.7442, loss: 2.7442, grad_norm: 2.7056 2020-07-29 02:23:19,684 - mmaction - INFO - Epoch [118][2980/3757] lr: 5.673e-02, eta: 5 days, 5:09:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6336, loss_cls: 2.7713, loss: 2.7713, grad_norm: 2.8206 2020-07-29 02:23:35,732 - mmaction - INFO - Epoch [118][3000/3757] lr: 5.673e-02, eta: 5 days, 5:09:00, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6188, loss_cls: 2.8657, loss: 2.8657, grad_norm: 2.7614 2020-07-29 02:23:51,514 - mmaction - INFO - Epoch [118][3020/3757] lr: 5.673e-02, eta: 5 days, 5:08:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6297, loss_cls: 2.8601, loss: 2.8601, grad_norm: 2.8124 2020-07-29 02:24:07,369 - mmaction - INFO - Epoch [118][3040/3757] lr: 5.673e-02, eta: 5 days, 5:07:55, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6195, loss_cls: 2.8729, loss: 2.8729, grad_norm: 2.7845 2020-07-29 02:24:23,199 - mmaction - INFO - Epoch [118][3060/3757] lr: 5.673e-02, eta: 5 days, 5:07:22, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6164, loss_cls: 2.9514, loss: 2.9514, grad_norm: 2.7620 2020-07-29 02:24:39,032 - mmaction - INFO - Epoch [118][3080/3757] lr: 5.673e-02, eta: 5 days, 5:06:50, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6234, loss_cls: 2.8807, loss: 2.8807, grad_norm: 2.7956 2020-07-29 02:24:54,866 - mmaction - INFO - Epoch [118][3100/3757] lr: 5.673e-02, eta: 5 days, 5:06:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6312, loss_cls: 2.8414, loss: 2.8414, grad_norm: 2.7410 2020-07-29 02:25:10,797 - mmaction - INFO - Epoch [118][3120/3757] lr: 5.673e-02, eta: 5 days, 5:05:46, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6133, loss_cls: 2.8678, loss: 2.8678, grad_norm: 2.7662 2020-07-29 02:25:27,039 - mmaction - INFO - Epoch [118][3140/3757] lr: 5.673e-02, eta: 5 days, 5:05:17, time: 0.810, data_time: 0.021, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6227, loss_cls: 2.8591, loss: 2.8591, grad_norm: 2.7399 2020-07-29 02:25:43,180 - mmaction - INFO - Epoch [118][3160/3757] lr: 5.673e-02, eta: 5 days, 5:04:48, time: 0.809, data_time: 0.018, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6273, loss_cls: 2.8299, loss: 2.8299, grad_norm: 2.7238 2020-07-29 02:25:59,466 - mmaction - INFO - Epoch [118][3180/3757] lr: 5.673e-02, eta: 5 days, 5:04:20, time: 0.814, data_time: 0.022, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6492, loss_cls: 2.7612, loss: 2.7612, grad_norm: 2.7379 2020-07-29 02:26:16,326 - mmaction - INFO - Epoch [118][3200/3757] lr: 5.673e-02, eta: 5 days, 5:03:57, time: 0.842, data_time: 0.049, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6297, loss_cls: 2.8968, loss: 2.8968, grad_norm: 2.7624 2020-07-29 02:26:32,564 - mmaction - INFO - Epoch [118][3220/3757] lr: 5.673e-02, eta: 5 days, 5:03:29, time: 0.813, data_time: 0.025, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6461, loss_cls: 2.7055, loss: 2.7055, grad_norm: 2.6258 2020-07-29 02:26:52,729 - mmaction - INFO - Epoch [118][3240/3757] lr: 5.673e-02, eta: 5 days, 5:03:40, time: 1.008, data_time: 0.160, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6398, loss_cls: 2.7305, loss: 2.7305, grad_norm: 2.7361 2020-07-29 02:27:17,464 - mmaction - INFO - Epoch [118][3260/3757] lr: 5.673e-02, eta: 5 days, 5:04:36, time: 1.237, data_time: 0.240, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6234, loss_cls: 2.8710, loss: 2.8710, grad_norm: 2.7168 2020-07-29 02:27:37,421 - mmaction - INFO - Epoch [118][3280/3757] lr: 5.673e-02, eta: 5 days, 5:04:45, time: 0.998, data_time: 0.145, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6188, loss_cls: 2.9007, loss: 2.9007, grad_norm: 2.7935 2020-07-29 02:27:53,408 - mmaction - INFO - Epoch [118][3300/3757] lr: 5.673e-02, eta: 5 days, 5:04:14, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6117, loss_cls: 2.8356, loss: 2.8356, grad_norm: 2.6977 2020-07-29 02:28:09,273 - mmaction - INFO - Epoch [118][3320/3757] lr: 5.673e-02, eta: 5 days, 5:03:42, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6203, loss_cls: 2.8932, loss: 2.8932, grad_norm: 2.7082 2020-07-29 02:28:30,267 - mmaction - INFO - Epoch [118][3340/3757] lr: 5.673e-02, eta: 5 days, 5:04:00, time: 1.050, data_time: 0.256, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6320, loss_cls: 2.8144, loss: 2.8144, grad_norm: 2.6702 2020-07-29 02:28:48,301 - mmaction - INFO - Epoch [118][3360/3757] lr: 5.673e-02, eta: 5 days, 5:03:50, time: 0.901, data_time: 0.105, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6172, loss_cls: 2.8665, loss: 2.8665, grad_norm: 2.7263 2020-07-29 02:29:05,065 - mmaction - INFO - Epoch [118][3380/3757] lr: 5.673e-02, eta: 5 days, 5:03:27, time: 0.839, data_time: 0.021, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6383, loss_cls: 2.8184, loss: 2.8184, grad_norm: 2.7135 2020-07-29 02:29:20,960 - mmaction - INFO - Epoch [118][3400/3757] lr: 5.673e-02, eta: 5 days, 5:02:55, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6117, loss_cls: 2.9217, loss: 2.9217, grad_norm: 2.7651 2020-07-29 02:29:36,814 - mmaction - INFO - Epoch [118][3420/3757] lr: 5.673e-02, eta: 5 days, 5:02:22, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6031, loss_cls: 2.9356, loss: 2.9356, grad_norm: 2.7034 2020-07-29 02:29:57,745 - mmaction - INFO - Epoch [118][3440/3757] lr: 5.673e-02, eta: 5 days, 5:02:41, time: 1.047, data_time: 0.253, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6250, loss_cls: 2.8419, loss: 2.8419, grad_norm: 2.7307 2020-07-29 02:30:22,691 - mmaction - INFO - Epoch [118][3460/3757] lr: 5.673e-02, eta: 5 days, 5:03:39, time: 1.247, data_time: 0.155, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6164, loss_cls: 2.8197, loss: 2.8197, grad_norm: 2.7956 2020-07-29 02:30:43,621 - mmaction - INFO - Epoch [118][3480/3757] lr: 5.673e-02, eta: 5 days, 5:03:56, time: 1.046, data_time: 0.257, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6344, loss_cls: 2.7163, loss: 2.7163, grad_norm: 2.6815 2020-07-29 02:30:59,444 - mmaction - INFO - Epoch [118][3500/3757] lr: 5.673e-02, eta: 5 days, 5:03:24, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6133, loss_cls: 2.8846, loss: 2.8846, grad_norm: 2.8512 2020-07-29 02:31:15,275 - mmaction - INFO - Epoch [118][3520/3757] lr: 5.673e-02, eta: 5 days, 5:02:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6602, loss_cls: 2.7482, loss: 2.7482, grad_norm: 2.6446 2020-07-29 02:31:31,326 - mmaction - INFO - Epoch [118][3540/3757] lr: 5.673e-02, eta: 5 days, 5:02:21, time: 0.803, data_time: 0.019, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6164, loss_cls: 2.9266, loss: 2.9266, grad_norm: 2.7548 2020-07-29 02:31:47,484 - mmaction - INFO - Epoch [118][3560/3757] lr: 5.673e-02, eta: 5 days, 5:01:52, time: 0.807, data_time: 0.022, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6312, loss_cls: 2.8215, loss: 2.8215, grad_norm: 2.6095 2020-07-29 02:32:03,645 - mmaction - INFO - Epoch [118][3580/3757] lr: 5.673e-02, eta: 5 days, 5:01:23, time: 0.807, data_time: 0.018, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6070, loss_cls: 2.9134, loss: 2.9134, grad_norm: 2.6510 2020-07-29 02:32:19,517 - mmaction - INFO - Epoch [118][3600/3757] lr: 5.673e-02, eta: 5 days, 5:00:51, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6531, loss_cls: 2.7290, loss: 2.7290, grad_norm: 2.6597 2020-07-29 02:32:35,338 - mmaction - INFO - Epoch [118][3620/3757] lr: 5.673e-02, eta: 5 days, 5:00:18, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6242, loss_cls: 2.8759, loss: 2.8759, grad_norm: 2.7739 2020-07-29 02:32:51,187 - mmaction - INFO - Epoch [118][3640/3757] lr: 5.673e-02, eta: 5 days, 4:59:46, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6484, loss_cls: 2.7010, loss: 2.7010, grad_norm: 2.7147 2020-07-29 02:33:06,963 - mmaction - INFO - Epoch [118][3660/3757] lr: 5.673e-02, eta: 5 days, 4:59:13, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6250, loss_cls: 2.8432, loss: 2.8432, grad_norm: 2.7398 2020-07-29 02:33:22,838 - mmaction - INFO - Epoch [118][3680/3757] lr: 5.673e-02, eta: 5 days, 4:58:41, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6312, loss_cls: 2.8101, loss: 2.8101, grad_norm: 2.7868 2020-07-29 02:33:38,609 - mmaction - INFO - Epoch [118][3700/3757] lr: 5.673e-02, eta: 5 days, 4:58:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6086, loss_cls: 2.8885, loss: 2.8885, grad_norm: 2.7957 2020-07-29 02:33:54,895 - mmaction - INFO - Epoch [118][3720/3757] lr: 5.673e-02, eta: 5 days, 4:57:40, time: 0.812, data_time: 0.017, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6445, loss_cls: 2.8041, loss: 2.8041, grad_norm: 2.7685 2020-07-29 02:34:10,719 - mmaction - INFO - Epoch [118][3740/3757] lr: 5.673e-02, eta: 5 days, 4:57:08, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6406, loss_cls: 2.7459, loss: 2.7459, grad_norm: 2.7367 2020-07-29 02:38:43,168 - mmaction - INFO - Epoch [119][20/3757] lr: 5.612e-02, eta: 5 days, 5:31:14, time: 12.150, data_time: 11.193, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6555, loss_cls: 2.7046, loss: 2.7046, grad_norm: 2.7308 2020-07-29 02:38:59,189 - mmaction - INFO - Epoch [119][40/3757] lr: 5.612e-02, eta: 5 days, 5:30:42, time: 0.801, data_time: 0.007, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6391, loss_cls: 2.7956, loss: 2.7956, grad_norm: 2.7037 2020-07-29 02:39:15,009 - mmaction - INFO - Epoch [119][60/3757] lr: 5.612e-02, eta: 5 days, 5:30:09, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6234, loss_cls: 2.8705, loss: 2.8705, grad_norm: 2.7445 2020-07-29 02:39:30,747 - mmaction - INFO - Epoch [119][80/3757] lr: 5.612e-02, eta: 5 days, 5:29:35, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6344, loss_cls: 2.7455, loss: 2.7455, grad_norm: 2.6950 2020-07-29 02:39:46,597 - mmaction - INFO - Epoch [119][100/3757] lr: 5.612e-02, eta: 5 days, 5:29:02, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6430, loss_cls: 2.7373, loss: 2.7373, grad_norm: 2.7637 2020-07-29 02:40:02,491 - mmaction - INFO - Epoch [119][120/3757] lr: 5.612e-02, eta: 5 days, 5:28:29, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6523, loss_cls: 2.7599, loss: 2.7599, grad_norm: 2.8211 2020-07-29 02:40:18,265 - mmaction - INFO - Epoch [119][140/3757] lr: 5.612e-02, eta: 5 days, 5:27:56, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6312, loss_cls: 2.8030, loss: 2.8030, grad_norm: 2.8753 2020-07-29 02:40:34,047 - mmaction - INFO - Epoch [119][160/3757] lr: 5.612e-02, eta: 5 days, 5:27:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.5969, loss_cls: 2.8613, loss: 2.8613, grad_norm: 2.7662 2020-07-29 02:40:49,972 - mmaction - INFO - Epoch [119][180/3757] lr: 5.612e-02, eta: 5 days, 5:26:50, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6211, loss_cls: 2.8553, loss: 2.8553, grad_norm: 2.7152 2020-07-29 02:41:05,736 - mmaction - INFO - Epoch [119][200/3757] lr: 5.612e-02, eta: 5 days, 5:26:16, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6344, loss_cls: 2.8253, loss: 2.8253, grad_norm: 2.7679 2020-07-29 02:41:21,573 - mmaction - INFO - Epoch [119][220/3757] lr: 5.612e-02, eta: 5 days, 5:25:43, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6320, loss_cls: 2.8303, loss: 2.8303, grad_norm: 2.7292 2020-07-29 02:41:37,415 - mmaction - INFO - Epoch [119][240/3757] lr: 5.612e-02, eta: 5 days, 5:25:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6461, loss_cls: 2.7707, loss: 2.7707, grad_norm: 2.6275 2020-07-29 02:41:53,412 - mmaction - INFO - Epoch [119][260/3757] lr: 5.612e-02, eta: 5 days, 5:24:39, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6562, loss_cls: 2.7531, loss: 2.7531, grad_norm: 2.7101 2020-07-29 02:42:09,277 - mmaction - INFO - Epoch [119][280/3757] lr: 5.612e-02, eta: 5 days, 5:24:06, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6258, loss_cls: 2.7964, loss: 2.7964, grad_norm: 2.7715 2020-07-29 02:42:25,093 - mmaction - INFO - Epoch [119][300/3757] lr: 5.612e-02, eta: 5 days, 5:23:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6539, loss_cls: 2.7498, loss: 2.7498, grad_norm: 2.6597 2020-07-29 02:42:40,868 - mmaction - INFO - Epoch [119][320/3757] lr: 5.612e-02, eta: 5 days, 5:23:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6109, loss_cls: 2.8768, loss: 2.8768, grad_norm: 2.9427 2020-07-29 02:42:56,781 - mmaction - INFO - Epoch [119][340/3757] lr: 5.612e-02, eta: 5 days, 5:22:27, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6383, loss_cls: 2.8489, loss: 2.8489, grad_norm: 2.8179 2020-07-29 02:43:12,691 - mmaction - INFO - Epoch [119][360/3757] lr: 5.612e-02, eta: 5 days, 5:21:55, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6180, loss_cls: 2.8361, loss: 2.8361, grad_norm: 2.7954 2020-07-29 02:43:28,553 - mmaction - INFO - Epoch [119][380/3757] lr: 5.612e-02, eta: 5 days, 5:21:22, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6102, loss_cls: 2.8290, loss: 2.8290, grad_norm: 2.6980 2020-07-29 02:43:44,433 - mmaction - INFO - Epoch [119][400/3757] lr: 5.612e-02, eta: 5 days, 5:20:50, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6305, loss_cls: 2.8165, loss: 2.8165, grad_norm: 2.6530 2020-07-29 02:44:00,234 - mmaction - INFO - Epoch [119][420/3757] lr: 5.612e-02, eta: 5 days, 5:20:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6195, loss_cls: 2.8178, loss: 2.8178, grad_norm: 2.7488 2020-07-29 02:44:16,052 - mmaction - INFO - Epoch [119][440/3757] lr: 5.612e-02, eta: 5 days, 5:19:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6445, loss_cls: 2.7306, loss: 2.7306, grad_norm: 2.7546 2020-07-29 02:44:31,826 - mmaction - INFO - Epoch [119][460/3757] lr: 5.612e-02, eta: 5 days, 5:19:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6398, loss_cls: 2.8020, loss: 2.8020, grad_norm: 2.7761 2020-07-29 02:44:47,879 - mmaction - INFO - Epoch [119][480/3757] lr: 5.612e-02, eta: 5 days, 5:18:39, time: 0.803, data_time: 0.011, memory: 6192, top1_acc: 0.3305, top5_acc: 0.6172, loss_cls: 2.9181, loss: 2.9181, grad_norm: 2.8104 2020-07-29 02:45:03,789 - mmaction - INFO - Epoch [119][500/3757] lr: 5.612e-02, eta: 5 days, 5:18:07, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6289, loss_cls: 2.8067, loss: 2.8067, grad_norm: 2.6930 2020-07-29 02:45:19,613 - mmaction - INFO - Epoch [119][520/3757] lr: 5.612e-02, eta: 5 days, 5:17:34, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6328, loss_cls: 2.8437, loss: 2.8437, grad_norm: 2.7282 2020-07-29 02:45:35,556 - mmaction - INFO - Epoch [119][540/3757] lr: 5.612e-02, eta: 5 days, 5:17:02, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6234, loss_cls: 2.8214, loss: 2.8214, grad_norm: 2.7668 2020-07-29 02:45:51,400 - mmaction - INFO - Epoch [119][560/3757] lr: 5.612e-02, eta: 5 days, 5:16:30, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6188, loss_cls: 2.8232, loss: 2.8232, grad_norm: 2.7665 2020-07-29 02:46:07,298 - mmaction - INFO - Epoch [119][580/3757] lr: 5.612e-02, eta: 5 days, 5:15:57, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 2.9313, loss: 2.9313, grad_norm: 2.7749 2020-07-29 02:46:23,128 - mmaction - INFO - Epoch [119][600/3757] lr: 5.612e-02, eta: 5 days, 5:15:25, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6461, loss_cls: 2.7378, loss: 2.7378, grad_norm: 2.6446 2020-07-29 02:46:38,848 - mmaction - INFO - Epoch [119][620/3757] lr: 5.612e-02, eta: 5 days, 5:14:51, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6156, loss_cls: 2.9121, loss: 2.9121, grad_norm: 2.7534 2020-07-29 02:46:54,647 - mmaction - INFO - Epoch [119][640/3757] lr: 5.612e-02, eta: 5 days, 5:14:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6383, loss_cls: 2.7248, loss: 2.7248, grad_norm: 2.6733 2020-07-29 02:47:10,461 - mmaction - INFO - Epoch [119][660/3757] lr: 5.612e-02, eta: 5 days, 5:13:45, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6641, loss_cls: 2.6571, loss: 2.6571, grad_norm: 2.7288 2020-07-29 02:47:26,221 - mmaction - INFO - Epoch [119][680/3757] lr: 5.612e-02, eta: 5 days, 5:13:11, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6438, loss_cls: 2.7787, loss: 2.7787, grad_norm: 2.7348 2020-07-29 02:47:41,972 - mmaction - INFO - Epoch [119][700/3757] lr: 5.612e-02, eta: 5 days, 5:12:38, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6062, loss_cls: 2.8906, loss: 2.8906, grad_norm: 2.7230 2020-07-29 02:47:57,767 - mmaction - INFO - Epoch [119][720/3757] lr: 5.612e-02, eta: 5 days, 5:12:05, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6445, loss_cls: 2.7457, loss: 2.7457, grad_norm: 2.7415 2020-07-29 02:48:13,582 - mmaction - INFO - Epoch [119][740/3757] lr: 5.612e-02, eta: 5 days, 5:11:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6344, loss_cls: 2.8123, loss: 2.8123, grad_norm: 2.7532 2020-07-29 02:48:29,405 - mmaction - INFO - Epoch [119][760/3757] lr: 5.612e-02, eta: 5 days, 5:10:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6531, loss_cls: 2.7514, loss: 2.7514, grad_norm: 2.6281 2020-07-29 02:48:45,254 - mmaction - INFO - Epoch [119][780/3757] lr: 5.612e-02, eta: 5 days, 5:10:26, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6164, loss_cls: 2.8607, loss: 2.8607, grad_norm: 2.7435 2020-07-29 02:49:01,131 - mmaction - INFO - Epoch [119][800/3757] lr: 5.612e-02, eta: 5 days, 5:09:54, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6359, loss_cls: 2.7483, loss: 2.7483, grad_norm: 2.6973 2020-07-29 02:49:16,919 - mmaction - INFO - Epoch [119][820/3757] lr: 5.612e-02, eta: 5 days, 5:09:21, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6234, loss_cls: 2.8099, loss: 2.8099, grad_norm: 2.7238 2020-07-29 02:49:32,794 - mmaction - INFO - Epoch [119][840/3757] lr: 5.612e-02, eta: 5 days, 5:08:49, time: 0.793, data_time: 0.007, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6250, loss_cls: 2.8042, loss: 2.8042, grad_norm: 2.7414 2020-07-29 02:49:48,625 - mmaction - INFO - Epoch [119][860/3757] lr: 5.612e-02, eta: 5 days, 5:08:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6195, loss_cls: 2.8381, loss: 2.8381, grad_norm: 2.7561 2020-07-29 02:50:04,510 - mmaction - INFO - Epoch [119][880/3757] lr: 5.612e-02, eta: 5 days, 5:07:44, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6297, loss_cls: 2.7953, loss: 2.7953, grad_norm: 2.7061 2020-07-29 02:50:20,274 - mmaction - INFO - Epoch [119][900/3757] lr: 5.612e-02, eta: 5 days, 5:07:10, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6461, loss_cls: 2.7630, loss: 2.7630, grad_norm: 2.7411 2020-07-29 02:50:36,054 - mmaction - INFO - Epoch [119][920/3757] lr: 5.612e-02, eta: 5 days, 5:06:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6234, loss_cls: 2.8474, loss: 2.8474, grad_norm: 2.7216 2020-07-29 02:50:51,920 - mmaction - INFO - Epoch [119][940/3757] lr: 5.612e-02, eta: 5 days, 5:06:05, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6258, loss_cls: 2.7723, loss: 2.7723, grad_norm: 2.7231 2020-07-29 02:51:07,770 - mmaction - INFO - Epoch [119][960/3757] lr: 5.612e-02, eta: 5 days, 5:05:33, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6445, loss_cls: 2.7244, loss: 2.7244, grad_norm: 2.7093 2020-07-29 02:51:23,688 - mmaction - INFO - Epoch [119][980/3757] lr: 5.612e-02, eta: 5 days, 5:05:01, time: 0.795, data_time: 0.012, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6188, loss_cls: 2.8481, loss: 2.8481, grad_norm: 2.7659 2020-07-29 02:51:39,477 - mmaction - INFO - Epoch [119][1000/3757] lr: 5.612e-02, eta: 5 days, 5:04:28, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6328, loss_cls: 2.8576, loss: 2.8576, grad_norm: 2.7700 2020-07-29 02:51:55,325 - mmaction - INFO - Epoch [119][1020/3757] lr: 5.612e-02, eta: 5 days, 5:03:56, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6180, loss_cls: 2.8927, loss: 2.8927, grad_norm: 2.7736 2020-07-29 02:52:11,231 - mmaction - INFO - Epoch [119][1040/3757] lr: 5.612e-02, eta: 5 days, 5:03:23, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6281, loss_cls: 2.7871, loss: 2.7871, grad_norm: 2.6709 2020-07-29 02:52:27,067 - mmaction - INFO - Epoch [119][1060/3757] lr: 5.612e-02, eta: 5 days, 5:02:51, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6016, loss_cls: 2.9424, loss: 2.9424, grad_norm: 2.7614 2020-07-29 02:52:42,883 - mmaction - INFO - Epoch [119][1080/3757] lr: 5.612e-02, eta: 5 days, 5:02:19, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6633, loss_cls: 2.6477, loss: 2.6477, grad_norm: 2.6839 2020-07-29 02:52:58,666 - mmaction - INFO - Epoch [119][1100/3757] lr: 5.612e-02, eta: 5 days, 5:01:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6281, loss_cls: 2.8288, loss: 2.8288, grad_norm: 2.6781 2020-07-29 02:53:14,568 - mmaction - INFO - Epoch [119][1120/3757] lr: 5.612e-02, eta: 5 days, 5:01:14, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6391, loss_cls: 2.7721, loss: 2.7721, grad_norm: 2.7015 2020-07-29 02:53:30,373 - mmaction - INFO - Epoch [119][1140/3757] lr: 5.612e-02, eta: 5 days, 5:00:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6234, loss_cls: 2.7021, loss: 2.7021, grad_norm: 2.6504 2020-07-29 02:53:46,205 - mmaction - INFO - Epoch [119][1160/3757] lr: 5.612e-02, eta: 5 days, 5:00:09, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3477, top5_acc: 0.5984, loss_cls: 2.9348, loss: 2.9348, grad_norm: 2.8207 2020-07-29 02:54:02,058 - mmaction - INFO - Epoch [119][1180/3757] lr: 5.612e-02, eta: 5 days, 4:59:36, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6203, loss_cls: 2.9164, loss: 2.9164, grad_norm: 2.7882 2020-07-29 02:54:17,898 - mmaction - INFO - Epoch [119][1200/3757] lr: 5.612e-02, eta: 5 days, 4:59:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6430, loss_cls: 2.7759, loss: 2.7759, grad_norm: 2.7514 2020-07-29 02:54:33,543 - mmaction - INFO - Epoch [119][1220/3757] lr: 5.612e-02, eta: 5 days, 4:58:30, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6211, loss_cls: 2.8341, loss: 2.8341, grad_norm: 2.7582 2020-07-29 02:54:49,433 - mmaction - INFO - Epoch [119][1240/3757] lr: 5.612e-02, eta: 5 days, 4:57:58, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6320, loss_cls: 2.8143, loss: 2.8143, grad_norm: 2.7830 2020-07-29 02:55:05,345 - mmaction - INFO - Epoch [119][1260/3757] lr: 5.612e-02, eta: 5 days, 4:57:26, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6398, loss_cls: 2.7826, loss: 2.7826, grad_norm: 2.7680 2020-07-29 02:55:21,066 - mmaction - INFO - Epoch [119][1280/3757] lr: 5.612e-02, eta: 5 days, 4:56:53, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6367, loss_cls: 2.8011, loss: 2.8011, grad_norm: 2.6838 2020-07-29 02:55:36,973 - mmaction - INFO - Epoch [119][1300/3757] lr: 5.612e-02, eta: 5 days, 4:56:21, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6414, loss_cls: 2.7482, loss: 2.7482, grad_norm: 2.6744 2020-07-29 02:55:52,730 - mmaction - INFO - Epoch [119][1320/3757] lr: 5.612e-02, eta: 5 days, 4:55:48, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6289, loss_cls: 2.7781, loss: 2.7781, grad_norm: 2.7169 2020-07-29 02:56:08,558 - mmaction - INFO - Epoch [119][1340/3757] lr: 5.612e-02, eta: 5 days, 4:55:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6438, loss_cls: 2.8285, loss: 2.8285, grad_norm: 2.9000 2020-07-29 02:56:24,429 - mmaction - INFO - Epoch [119][1360/3757] lr: 5.612e-02, eta: 5 days, 4:54:43, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6148, loss_cls: 2.8424, loss: 2.8424, grad_norm: 2.7704 2020-07-29 02:56:40,304 - mmaction - INFO - Epoch [119][1380/3757] lr: 5.612e-02, eta: 5 days, 4:54:12, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6367, loss_cls: 2.7472, loss: 2.7472, grad_norm: 2.6764 2020-07-29 02:56:56,028 - mmaction - INFO - Epoch [119][1400/3757] lr: 5.612e-02, eta: 5 days, 4:53:38, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6273, loss_cls: 2.8012, loss: 2.8012, grad_norm: 2.6996 2020-07-29 02:57:11,858 - mmaction - INFO - Epoch [119][1420/3757] lr: 5.612e-02, eta: 5 days, 4:53:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6594, loss_cls: 2.6659, loss: 2.6659, grad_norm: 2.6659 2020-07-29 02:57:27,701 - mmaction - INFO - Epoch [119][1440/3757] lr: 5.612e-02, eta: 5 days, 4:52:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6289, loss_cls: 2.7934, loss: 2.7934, grad_norm: 2.7778 2020-07-29 02:57:43,513 - mmaction - INFO - Epoch [119][1460/3757] lr: 5.612e-02, eta: 5 days, 4:52:01, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6133, loss_cls: 2.8509, loss: 2.8509, grad_norm: 2.7282 2020-07-29 02:57:59,307 - mmaction - INFO - Epoch [119][1480/3757] lr: 5.612e-02, eta: 5 days, 4:51:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6352, loss_cls: 2.8384, loss: 2.8384, grad_norm: 2.7481 2020-07-29 02:58:15,131 - mmaction - INFO - Epoch [119][1500/3757] lr: 5.612e-02, eta: 5 days, 4:50:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6258, loss_cls: 2.8446, loss: 2.8446, grad_norm: 2.7524 2020-07-29 02:58:30,981 - mmaction - INFO - Epoch [119][1520/3757] lr: 5.612e-02, eta: 5 days, 4:50:24, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6250, loss_cls: 2.8540, loss: 2.8540, grad_norm: 2.8424 2020-07-29 02:58:46,806 - mmaction - INFO - Epoch [119][1540/3757] lr: 5.612e-02, eta: 5 days, 4:49:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6320, loss_cls: 2.8021, loss: 2.8021, grad_norm: 2.7550 2020-07-29 02:59:02,574 - mmaction - INFO - Epoch [119][1560/3757] lr: 5.612e-02, eta: 5 days, 4:49:19, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6273, loss_cls: 2.8246, loss: 2.8246, grad_norm: 2.7654 2020-07-29 02:59:18,362 - mmaction - INFO - Epoch [119][1580/3757] lr: 5.612e-02, eta: 5 days, 4:48:46, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6289, loss_cls: 2.8650, loss: 2.8650, grad_norm: 2.7763 2020-07-29 02:59:34,223 - mmaction - INFO - Epoch [119][1600/3757] lr: 5.612e-02, eta: 5 days, 4:48:14, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6219, loss_cls: 2.7828, loss: 2.7828, grad_norm: 2.7617 2020-07-29 02:59:50,046 - mmaction - INFO - Epoch [119][1620/3757] lr: 5.612e-02, eta: 5 days, 4:47:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3484, top5_acc: 0.6070, loss_cls: 2.9025, loss: 2.9025, grad_norm: 2.7459 2020-07-29 03:00:12,405 - mmaction - INFO - Epoch [119][1640/3757] lr: 5.612e-02, eta: 5 days, 4:48:11, time: 1.114, data_time: 0.006, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6469, loss_cls: 2.7823, loss: 2.7823, grad_norm: 2.6068 2020-07-29 03:00:28,392 - mmaction - INFO - Epoch [119][1660/3757] lr: 5.612e-02, eta: 5 days, 4:47:41, time: 0.804, data_time: 0.014, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6469, loss_cls: 2.7279, loss: 2.7279, grad_norm: 2.7052 2020-07-29 03:00:44,290 - mmaction - INFO - Epoch [119][1680/3757] lr: 5.612e-02, eta: 5 days, 4:47:10, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6219, loss_cls: 2.8588, loss: 2.8588, grad_norm: 2.7595 2020-07-29 03:01:00,225 - mmaction - INFO - Epoch [119][1700/3757] lr: 5.612e-02, eta: 5 days, 4:46:39, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6367, loss_cls: 2.7743, loss: 2.7743, grad_norm: 2.7153 2020-07-29 03:01:15,941 - mmaction - INFO - Epoch [119][1720/3757] lr: 5.612e-02, eta: 5 days, 4:46:05, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.9162, loss: 2.9162, grad_norm: 2.7923 2020-07-29 03:01:31,770 - mmaction - INFO - Epoch [119][1740/3757] lr: 5.612e-02, eta: 5 days, 4:45:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6250, loss_cls: 2.8827, loss: 2.8827, grad_norm: 2.7596 2020-07-29 03:01:47,615 - mmaction - INFO - Epoch [119][1760/3757] lr: 5.612e-02, eta: 5 days, 4:45:01, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6094, loss_cls: 2.8140, loss: 2.8140, grad_norm: 2.6575 2020-07-29 03:02:03,421 - mmaction - INFO - Epoch [119][1780/3757] lr: 5.612e-02, eta: 5 days, 4:44:29, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6305, loss_cls: 2.8719, loss: 2.8719, grad_norm: 2.7907 2020-07-29 03:02:19,252 - mmaction - INFO - Epoch [119][1800/3757] lr: 5.612e-02, eta: 5 days, 4:43:56, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6406, loss_cls: 2.7544, loss: 2.7544, grad_norm: 2.7027 2020-07-29 03:02:35,062 - mmaction - INFO - Epoch [119][1820/3757] lr: 5.612e-02, eta: 5 days, 4:43:24, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6367, loss_cls: 2.7773, loss: 2.7773, grad_norm: 2.7407 2020-07-29 03:02:50,972 - mmaction - INFO - Epoch [119][1840/3757] lr: 5.612e-02, eta: 5 days, 4:42:53, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6312, loss_cls: 2.8121, loss: 2.8121, grad_norm: 2.7502 2020-07-29 03:03:06,768 - mmaction - INFO - Epoch [119][1860/3757] lr: 5.612e-02, eta: 5 days, 4:42:21, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6445, loss_cls: 2.8000, loss: 2.8000, grad_norm: 2.7161 2020-07-29 03:03:22,623 - mmaction - INFO - Epoch [119][1880/3757] lr: 5.612e-02, eta: 5 days, 4:41:49, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6594, loss_cls: 2.6616, loss: 2.6616, grad_norm: 2.7807 2020-07-29 03:03:38,583 - mmaction - INFO - Epoch [119][1900/3757] lr: 5.612e-02, eta: 5 days, 4:41:17, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6266, loss_cls: 2.8443, loss: 2.8443, grad_norm: 2.8142 2020-07-29 03:03:54,565 - mmaction - INFO - Epoch [119][1920/3757] lr: 5.612e-02, eta: 5 days, 4:40:47, time: 0.802, data_time: 0.006, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6344, loss_cls: 2.8258, loss: 2.8258, grad_norm: 2.7065 2020-07-29 03:04:10,952 - mmaction - INFO - Epoch [119][1940/3757] lr: 5.612e-02, eta: 5 days, 4:40:20, time: 0.818, data_time: 0.033, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6258, loss_cls: 2.7687, loss: 2.7687, grad_norm: 2.6891 2020-07-29 03:04:26,771 - mmaction - INFO - Epoch [119][1960/3757] lr: 5.612e-02, eta: 5 days, 4:39:48, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6266, loss_cls: 2.8554, loss: 2.8554, grad_norm: 2.8035 2020-07-29 03:04:42,624 - mmaction - INFO - Epoch [119][1980/3757] lr: 5.612e-02, eta: 5 days, 4:39:16, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6500, loss_cls: 2.7597, loss: 2.7597, grad_norm: 2.7208 2020-07-29 03:04:58,538 - mmaction - INFO - Epoch [119][2000/3757] lr: 5.612e-02, eta: 5 days, 4:38:45, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6258, loss_cls: 2.8813, loss: 2.8813, grad_norm: 2.7411 2020-07-29 03:05:14,626 - mmaction - INFO - Epoch [119][2020/3757] lr: 5.612e-02, eta: 5 days, 4:38:16, time: 0.804, data_time: 0.012, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6133, loss_cls: 2.8860, loss: 2.8860, grad_norm: 2.7780 2020-07-29 03:05:30,436 - mmaction - INFO - Epoch [119][2040/3757] lr: 5.612e-02, eta: 5 days, 4:37:44, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6180, loss_cls: 2.9055, loss: 2.9055, grad_norm: 2.7693 2020-07-29 03:05:46,298 - mmaction - INFO - Epoch [119][2060/3757] lr: 5.612e-02, eta: 5 days, 4:37:12, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6266, loss_cls: 2.8881, loss: 2.8881, grad_norm: 2.7176 2020-07-29 03:06:02,081 - mmaction - INFO - Epoch [119][2080/3757] lr: 5.612e-02, eta: 5 days, 4:36:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6242, loss_cls: 2.8260, loss: 2.8260, grad_norm: 2.7203 2020-07-29 03:06:17,948 - mmaction - INFO - Epoch [119][2100/3757] lr: 5.612e-02, eta: 5 days, 4:36:08, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6367, loss_cls: 2.8293, loss: 2.8293, grad_norm: 2.8044 2020-07-29 03:06:33,837 - mmaction - INFO - Epoch [119][2120/3757] lr: 5.612e-02, eta: 5 days, 4:35:37, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6234, loss_cls: 2.8169, loss: 2.8169, grad_norm: 2.7496 2020-07-29 03:06:49,780 - mmaction - INFO - Epoch [119][2140/3757] lr: 5.612e-02, eta: 5 days, 4:35:06, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6422, loss_cls: 2.7096, loss: 2.7096, grad_norm: 2.7670 2020-07-29 03:07:09,672 - mmaction - INFO - Epoch [119][2160/3757] lr: 5.612e-02, eta: 5 days, 4:35:12, time: 0.994, data_time: 0.160, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6430, loss_cls: 2.6894, loss: 2.6894, grad_norm: 2.7878 2020-07-29 03:07:30,532 - mmaction - INFO - Epoch [119][2180/3757] lr: 5.612e-02, eta: 5 days, 4:35:28, time: 1.044, data_time: 0.241, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.7106, loss: 2.7106, grad_norm: 2.7579 2020-07-29 03:07:50,427 - mmaction - INFO - Epoch [119][2200/3757] lr: 5.612e-02, eta: 5 days, 4:35:34, time: 0.995, data_time: 0.166, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6195, loss_cls: 2.8402, loss: 2.8402, grad_norm: 2.7632 2020-07-29 03:08:11,253 - mmaction - INFO - Epoch [119][2220/3757] lr: 5.612e-02, eta: 5 days, 4:35:49, time: 1.041, data_time: 0.227, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6172, loss_cls: 2.8539, loss: 2.8539, grad_norm: 2.6486 2020-07-29 03:08:27,050 - mmaction - INFO - Epoch [119][2240/3757] lr: 5.612e-02, eta: 5 days, 4:35:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6312, loss_cls: 2.8544, loss: 2.8544, grad_norm: 2.7529 2020-07-29 03:08:42,855 - mmaction - INFO - Epoch [119][2260/3757] lr: 5.612e-02, eta: 5 days, 4:34:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6383, loss_cls: 2.7900, loss: 2.7900, grad_norm: 2.7701 2020-07-29 03:08:58,939 - mmaction - INFO - Epoch [119][2280/3757] lr: 5.612e-02, eta: 5 days, 4:34:15, time: 0.804, data_time: 0.016, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6305, loss_cls: 2.7866, loss: 2.7866, grad_norm: 2.7594 2020-07-29 03:09:15,157 - mmaction - INFO - Epoch [119][2300/3757] lr: 5.612e-02, eta: 5 days, 4:33:47, time: 0.812, data_time: 0.022, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6383, loss_cls: 2.8366, loss: 2.8366, grad_norm: 2.8382 2020-07-29 03:09:31,353 - mmaction - INFO - Epoch [119][2320/3757] lr: 5.612e-02, eta: 5 days, 4:33:18, time: 0.809, data_time: 0.021, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6586, loss_cls: 2.6826, loss: 2.6826, grad_norm: 2.7444 2020-07-29 03:09:47,399 - mmaction - INFO - Epoch [119][2340/3757] lr: 5.612e-02, eta: 5 days, 4:32:48, time: 0.803, data_time: 0.015, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6273, loss_cls: 2.8566, loss: 2.8566, grad_norm: 2.8765 2020-07-29 03:10:06,988 - mmaction - INFO - Epoch [119][2360/3757] lr: 5.612e-02, eta: 5 days, 4:32:52, time: 0.979, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6469, loss_cls: 2.7570, loss: 2.7570, grad_norm: 2.7438 2020-07-29 03:10:27,558 - mmaction - INFO - Epoch [119][2380/3757] lr: 5.612e-02, eta: 5 days, 4:33:04, time: 1.029, data_time: 0.126, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6523, loss_cls: 2.6556, loss: 2.6556, grad_norm: 2.6891 2020-07-29 03:10:47,142 - mmaction - INFO - Epoch [119][2400/3757] lr: 5.612e-02, eta: 5 days, 4:33:08, time: 0.979, data_time: 0.185, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6406, loss_cls: 2.7407, loss: 2.7407, grad_norm: 2.7504 2020-07-29 03:11:03,300 - mmaction - INFO - Epoch [119][2420/3757] lr: 5.612e-02, eta: 5 days, 4:32:39, time: 0.807, data_time: 0.016, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6383, loss_cls: 2.7381, loss: 2.7381, grad_norm: 2.7654 2020-07-29 03:11:19,512 - mmaction - INFO - Epoch [119][2440/3757] lr: 5.612e-02, eta: 5 days, 4:32:11, time: 0.811, data_time: 0.024, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6234, loss_cls: 2.8302, loss: 2.8302, grad_norm: 2.7496 2020-07-29 03:11:35,318 - mmaction - INFO - Epoch [119][2460/3757] lr: 5.612e-02, eta: 5 days, 4:31:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6461, loss_cls: 2.7980, loss: 2.7980, grad_norm: 2.7143 2020-07-29 03:11:51,114 - mmaction - INFO - Epoch [119][2480/3757] lr: 5.612e-02, eta: 5 days, 4:31:06, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6242, loss_cls: 2.7703, loss: 2.7703, grad_norm: 2.7187 2020-07-29 03:12:06,920 - mmaction - INFO - Epoch [119][2500/3757] lr: 5.612e-02, eta: 5 days, 4:30:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6383, loss_cls: 2.8089, loss: 2.8089, grad_norm: 2.8000 2020-07-29 03:12:23,073 - mmaction - INFO - Epoch [119][2520/3757] lr: 5.612e-02, eta: 5 days, 4:30:06, time: 0.808, data_time: 0.019, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6242, loss_cls: 2.8115, loss: 2.8115, grad_norm: 2.7490 2020-07-29 03:12:39,331 - mmaction - INFO - Epoch [119][2540/3757] lr: 5.612e-02, eta: 5 days, 4:29:38, time: 0.812, data_time: 0.025, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6516, loss_cls: 2.6845, loss: 2.6845, grad_norm: 2.7270 2020-07-29 03:12:55,550 - mmaction - INFO - Epoch [119][2560/3757] lr: 5.612e-02, eta: 5 days, 4:29:10, time: 0.812, data_time: 0.017, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6453, loss_cls: 2.8315, loss: 2.8315, grad_norm: 2.7679 2020-07-29 03:13:11,469 - mmaction - INFO - Epoch [119][2580/3757] lr: 5.612e-02, eta: 5 days, 4:28:39, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6242, loss_cls: 2.8245, loss: 2.8245, grad_norm: 2.7284 2020-07-29 03:13:27,291 - mmaction - INFO - Epoch [119][2600/3757] lr: 5.612e-02, eta: 5 days, 4:28:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6281, loss_cls: 2.8568, loss: 2.8568, grad_norm: 2.7572 2020-07-29 03:13:43,157 - mmaction - INFO - Epoch [119][2620/3757] lr: 5.612e-02, eta: 5 days, 4:27:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6164, loss_cls: 2.8926, loss: 2.8926, grad_norm: 2.8078 2020-07-29 03:13:58,985 - mmaction - INFO - Epoch [119][2640/3757] lr: 5.612e-02, eta: 5 days, 4:27:03, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6133, loss_cls: 2.8832, loss: 2.8832, grad_norm: 2.6879 2020-07-29 03:14:14,792 - mmaction - INFO - Epoch [119][2660/3757] lr: 5.612e-02, eta: 5 days, 4:26:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6102, loss_cls: 2.9154, loss: 2.9154, grad_norm: 2.7253 2020-07-29 03:14:30,636 - mmaction - INFO - Epoch [119][2680/3757] lr: 5.612e-02, eta: 5 days, 4:26:00, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6227, loss_cls: 2.8171, loss: 2.8171, grad_norm: 2.6846 2020-07-29 03:14:46,486 - mmaction - INFO - Epoch [119][2700/3757] lr: 5.612e-02, eta: 5 days, 4:25:28, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6594, loss_cls: 2.6941, loss: 2.6941, grad_norm: 2.6428 2020-07-29 03:15:02,361 - mmaction - INFO - Epoch [119][2720/3757] lr: 5.612e-02, eta: 5 days, 4:24:57, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6305, loss_cls: 2.7625, loss: 2.7625, grad_norm: 2.7378 2020-07-29 03:15:18,130 - mmaction - INFO - Epoch [119][2740/3757] lr: 5.612e-02, eta: 5 days, 4:24:25, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6297, loss_cls: 2.8475, loss: 2.8475, grad_norm: 2.7136 2020-07-29 03:15:34,008 - mmaction - INFO - Epoch [119][2760/3757] lr: 5.612e-02, eta: 5 days, 4:23:54, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6188, loss_cls: 2.8489, loss: 2.8489, grad_norm: 2.7354 2020-07-29 03:15:49,907 - mmaction - INFO - Epoch [119][2780/3757] lr: 5.612e-02, eta: 5 days, 4:23:22, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6391, loss_cls: 2.8242, loss: 2.8242, grad_norm: 2.7113 2020-07-29 03:16:05,743 - mmaction - INFO - Epoch [119][2800/3757] lr: 5.612e-02, eta: 5 days, 4:22:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6359, loss_cls: 2.7539, loss: 2.7539, grad_norm: 2.6617 2020-07-29 03:16:21,600 - mmaction - INFO - Epoch [119][2820/3757] lr: 5.612e-02, eta: 5 days, 4:22:19, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6438, loss_cls: 2.7320, loss: 2.7320, grad_norm: 2.7615 2020-07-29 03:16:37,391 - mmaction - INFO - Epoch [119][2840/3757] lr: 5.612e-02, eta: 5 days, 4:21:47, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6109, loss_cls: 2.9001, loss: 2.9001, grad_norm: 2.8144 2020-07-29 03:16:53,803 - mmaction - INFO - Epoch [119][2860/3757] lr: 5.612e-02, eta: 5 days, 4:21:21, time: 0.820, data_time: 0.034, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6234, loss_cls: 2.7929, loss: 2.7929, grad_norm: 2.7075 2020-07-29 03:17:09,691 - mmaction - INFO - Epoch [119][2880/3757] lr: 5.612e-02, eta: 5 days, 4:20:50, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6391, loss_cls: 2.7769, loss: 2.7769, grad_norm: 2.7349 2020-07-29 03:17:25,437 - mmaction - INFO - Epoch [119][2900/3757] lr: 5.612e-02, eta: 5 days, 4:20:18, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6352, loss_cls: 2.7400, loss: 2.7400, grad_norm: 2.6678 2020-07-29 03:17:41,336 - mmaction - INFO - Epoch [119][2920/3757] lr: 5.612e-02, eta: 5 days, 4:19:47, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6117, loss_cls: 2.9312, loss: 2.9312, grad_norm: 2.7261 2020-07-29 03:17:57,162 - mmaction - INFO - Epoch [119][2940/3757] lr: 5.612e-02, eta: 5 days, 4:19:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6383, loss_cls: 2.7742, loss: 2.7742, grad_norm: 2.6817 2020-07-29 03:18:12,951 - mmaction - INFO - Epoch [119][2960/3757] lr: 5.612e-02, eta: 5 days, 4:18:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6352, loss_cls: 2.7803, loss: 2.7803, grad_norm: 2.7117 2020-07-29 03:18:28,712 - mmaction - INFO - Epoch [119][2980/3757] lr: 5.612e-02, eta: 5 days, 4:18:11, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6359, loss_cls: 2.7876, loss: 2.7876, grad_norm: 2.7411 2020-07-29 03:18:44,477 - mmaction - INFO - Epoch [119][3000/3757] lr: 5.612e-02, eta: 5 days, 4:17:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6148, loss_cls: 2.8928, loss: 2.8928, grad_norm: 2.8166 2020-07-29 03:19:00,267 - mmaction - INFO - Epoch [119][3020/3757] lr: 5.612e-02, eta: 5 days, 4:17:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6320, loss_cls: 2.8737, loss: 2.8737, grad_norm: 2.7605 2020-07-29 03:19:16,078 - mmaction - INFO - Epoch [119][3040/3757] lr: 5.612e-02, eta: 5 days, 4:16:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6180, loss_cls: 2.9148, loss: 2.9148, grad_norm: 2.7744 2020-07-29 03:19:31,932 - mmaction - INFO - Epoch [119][3060/3757] lr: 5.612e-02, eta: 5 days, 4:16:03, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6164, loss_cls: 2.8536, loss: 2.8536, grad_norm: 2.6965 2020-07-29 03:19:47,760 - mmaction - INFO - Epoch [119][3080/3757] lr: 5.612e-02, eta: 5 days, 4:15:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6141, loss_cls: 2.8637, loss: 2.8637, grad_norm: 2.7282 2020-07-29 03:20:03,875 - mmaction - INFO - Epoch [119][3100/3757] lr: 5.612e-02, eta: 5 days, 4:15:03, time: 0.807, data_time: 0.015, memory: 6192, top1_acc: 0.3578, top5_acc: 0.5938, loss_cls: 2.9658, loss: 2.9658, grad_norm: 2.7553 2020-07-29 03:20:19,580 - mmaction - INFO - Epoch [119][3120/3757] lr: 5.612e-02, eta: 5 days, 4:14:31, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6086, loss_cls: 2.9031, loss: 2.9031, grad_norm: 2.7829 2020-07-29 03:20:35,429 - mmaction - INFO - Epoch [119][3140/3757] lr: 5.612e-02, eta: 5 days, 4:13:59, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6273, loss_cls: 2.8323, loss: 2.8323, grad_norm: 2.8432 2020-07-29 03:20:51,214 - mmaction - INFO - Epoch [119][3160/3757] lr: 5.612e-02, eta: 5 days, 4:13:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6656, loss_cls: 2.6518, loss: 2.6518, grad_norm: 2.7328 2020-07-29 03:21:07,019 - mmaction - INFO - Epoch [119][3180/3757] lr: 5.612e-02, eta: 5 days, 4:12:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6242, loss_cls: 2.8121, loss: 2.8121, grad_norm: 2.7946 2020-07-29 03:21:22,873 - mmaction - INFO - Epoch [119][3200/3757] lr: 5.612e-02, eta: 5 days, 4:12:24, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6414, loss_cls: 2.8171, loss: 2.8171, grad_norm: 2.7452 2020-07-29 03:21:38,680 - mmaction - INFO - Epoch [119][3220/3757] lr: 5.612e-02, eta: 5 days, 4:11:53, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6391, loss_cls: 2.8015, loss: 2.8015, grad_norm: 2.8070 2020-07-29 03:21:54,490 - mmaction - INFO - Epoch [119][3240/3757] lr: 5.612e-02, eta: 5 days, 4:11:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6281, loss_cls: 2.8175, loss: 2.8175, grad_norm: 2.8516 2020-07-29 03:22:10,375 - mmaction - INFO - Epoch [119][3260/3757] lr: 5.612e-02, eta: 5 days, 4:10:50, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6508, loss_cls: 2.7112, loss: 2.7112, grad_norm: 2.7452 2020-07-29 03:22:26,278 - mmaction - INFO - Epoch [119][3280/3757] lr: 5.612e-02, eta: 5 days, 4:10:20, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6391, loss_cls: 2.7901, loss: 2.7901, grad_norm: 2.7552 2020-07-29 03:22:42,014 - mmaction - INFO - Epoch [119][3300/3757] lr: 5.612e-02, eta: 5 days, 4:09:47, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6219, loss_cls: 2.8427, loss: 2.8427, grad_norm: 2.7867 2020-07-29 03:22:57,985 - mmaction - INFO - Epoch [119][3320/3757] lr: 5.612e-02, eta: 5 days, 4:09:17, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6148, loss_cls: 2.9396, loss: 2.9396, grad_norm: 2.8028 2020-07-29 03:23:13,796 - mmaction - INFO - Epoch [119][3340/3757] lr: 5.612e-02, eta: 5 days, 4:08:46, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6195, loss_cls: 2.8791, loss: 2.8791, grad_norm: 2.6797 2020-07-29 03:23:29,706 - mmaction - INFO - Epoch [119][3360/3757] lr: 5.612e-02, eta: 5 days, 4:08:15, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6406, loss_cls: 2.8343, loss: 2.8343, grad_norm: 2.7164 2020-07-29 03:23:45,617 - mmaction - INFO - Epoch [119][3380/3757] lr: 5.612e-02, eta: 5 days, 4:07:44, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.8268, loss: 2.8268, grad_norm: 2.7360 2020-07-29 03:24:01,315 - mmaction - INFO - Epoch [119][3400/3757] lr: 5.612e-02, eta: 5 days, 4:07:12, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6086, loss_cls: 2.9532, loss: 2.9532, grad_norm: 2.7622 2020-07-29 03:24:17,176 - mmaction - INFO - Epoch [119][3420/3757] lr: 5.612e-02, eta: 5 days, 4:06:41, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6609, loss_cls: 2.7007, loss: 2.7007, grad_norm: 2.7040 2020-07-29 03:24:32,987 - mmaction - INFO - Epoch [119][3440/3757] lr: 5.612e-02, eta: 5 days, 4:06:09, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6281, loss_cls: 2.8626, loss: 2.8626, grad_norm: 2.7057 2020-07-29 03:24:48,877 - mmaction - INFO - Epoch [119][3460/3757] lr: 5.612e-02, eta: 5 days, 4:05:39, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6375, loss_cls: 2.8084, loss: 2.8084, grad_norm: 2.7886 2020-07-29 03:25:04,737 - mmaction - INFO - Epoch [119][3480/3757] lr: 5.612e-02, eta: 5 days, 4:05:08, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6016, loss_cls: 2.9224, loss: 2.9224, grad_norm: 2.8518 2020-07-29 03:25:20,452 - mmaction - INFO - Epoch [119][3500/3757] lr: 5.612e-02, eta: 5 days, 4:04:35, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6242, loss_cls: 2.8849, loss: 2.8849, grad_norm: 2.7807 2020-07-29 03:25:36,592 - mmaction - INFO - Epoch [119][3520/3757] lr: 5.612e-02, eta: 5 days, 4:04:07, time: 0.807, data_time: 0.016, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6086, loss_cls: 2.9112, loss: 2.9112, grad_norm: 2.7700 2020-07-29 03:25:52,761 - mmaction - INFO - Epoch [119][3540/3757] lr: 5.612e-02, eta: 5 days, 4:03:39, time: 0.808, data_time: 0.021, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6297, loss_cls: 2.7753, loss: 2.7753, grad_norm: 2.6293 2020-07-29 03:26:08,933 - mmaction - INFO - Epoch [119][3560/3757] lr: 5.612e-02, eta: 5 days, 4:03:11, time: 0.809, data_time: 0.018, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6188, loss_cls: 2.8670, loss: 2.8670, grad_norm: 2.7228 2020-07-29 03:26:24,972 - mmaction - INFO - Epoch [119][3580/3757] lr: 5.612e-02, eta: 5 days, 4:02:41, time: 0.801, data_time: 0.005, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6227, loss_cls: 2.8143, loss: 2.8143, grad_norm: 2.7494 2020-07-29 03:26:40,808 - mmaction - INFO - Epoch [119][3600/3757] lr: 5.612e-02, eta: 5 days, 4:02:10, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6375, loss_cls: 2.7103, loss: 2.7103, grad_norm: 2.7466 2020-07-29 03:26:56,953 - mmaction - INFO - Epoch [119][3620/3757] lr: 5.612e-02, eta: 5 days, 4:01:42, time: 0.807, data_time: 0.016, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6438, loss_cls: 2.7471, loss: 2.7471, grad_norm: 2.7520 2020-07-29 03:27:13,164 - mmaction - INFO - Epoch [119][3640/3757] lr: 5.612e-02, eta: 5 days, 4:01:14, time: 0.809, data_time: 0.020, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6320, loss_cls: 2.8323, loss: 2.8323, grad_norm: 2.7666 2020-07-29 03:27:29,233 - mmaction - INFO - Epoch [119][3660/3757] lr: 5.612e-02, eta: 5 days, 4:00:45, time: 0.805, data_time: 0.018, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6367, loss_cls: 2.7425, loss: 2.7425, grad_norm: 2.8058 2020-07-29 03:27:45,104 - mmaction - INFO - Epoch [119][3680/3757] lr: 5.612e-02, eta: 5 days, 4:00:14, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6266, loss_cls: 2.8130, loss: 2.8130, grad_norm: 2.7466 2020-07-29 03:28:01,179 - mmaction - INFO - Epoch [119][3700/3757] lr: 5.612e-02, eta: 5 days, 3:59:45, time: 0.804, data_time: 0.018, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6391, loss_cls: 2.7459, loss: 2.7459, grad_norm: 2.7146 2020-07-29 03:28:17,351 - mmaction - INFO - Epoch [119][3720/3757] lr: 5.612e-02, eta: 5 days, 3:59:17, time: 0.808, data_time: 0.023, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6352, loss_cls: 2.8222, loss: 2.8222, grad_norm: 2.8486 2020-07-29 03:28:33,527 - mmaction - INFO - Epoch [119][3740/3757] lr: 5.612e-02, eta: 5 days, 3:58:49, time: 0.808, data_time: 0.020, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6234, loss_cls: 2.8145, loss: 2.8145, grad_norm: 2.8424 2020-07-29 03:34:52,871 - mmaction - INFO - Epoch [120][20/3757] lr: 5.551e-02, eta: 5 days, 4:47:12, time: 17.681, data_time: 16.794, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6219, loss_cls: 2.8334, loss: 2.8334, grad_norm: 2.7551 2020-07-29 03:35:08,837 - mmaction - INFO - Epoch [120][40/3757] lr: 5.551e-02, eta: 5 days, 4:46:41, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6234, loss_cls: 2.8610, loss: 2.8610, grad_norm: 2.7275 2020-07-29 03:35:24,752 - mmaction - INFO - Epoch [120][60/3757] lr: 5.551e-02, eta: 5 days, 4:46:09, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6438, loss_cls: 2.8016, loss: 2.8016, grad_norm: 2.7518 2020-07-29 03:35:40,570 - mmaction - INFO - Epoch [120][80/3757] lr: 5.551e-02, eta: 5 days, 4:45:37, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.8905, loss: 2.8905, grad_norm: 2.7750 2020-07-29 03:35:56,367 - mmaction - INFO - Epoch [120][100/3757] lr: 5.551e-02, eta: 5 days, 4:45:05, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6461, loss_cls: 2.7231, loss: 2.7231, grad_norm: 2.6640 2020-07-29 03:36:12,190 - mmaction - INFO - Epoch [120][120/3757] lr: 5.551e-02, eta: 5 days, 4:44:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6359, loss_cls: 2.7300, loss: 2.7300, grad_norm: 2.8032 2020-07-29 03:36:28,014 - mmaction - INFO - Epoch [120][140/3757] lr: 5.551e-02, eta: 5 days, 4:44:00, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6328, loss_cls: 2.7813, loss: 2.7813, grad_norm: 2.7894 2020-07-29 03:36:43,821 - mmaction - INFO - Epoch [120][160/3757] lr: 5.551e-02, eta: 5 days, 4:43:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6172, loss_cls: 2.8724, loss: 2.8724, grad_norm: 2.7262 2020-07-29 03:36:59,700 - mmaction - INFO - Epoch [120][180/3757] lr: 5.551e-02, eta: 5 days, 4:42:56, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6531, loss_cls: 2.7213, loss: 2.7213, grad_norm: 2.7880 2020-07-29 03:37:15,547 - mmaction - INFO - Epoch [120][200/3757] lr: 5.551e-02, eta: 5 days, 4:42:24, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6578, loss_cls: 2.6743, loss: 2.6743, grad_norm: 2.8333 2020-07-29 03:37:31,343 - mmaction - INFO - Epoch [120][220/3757] lr: 5.551e-02, eta: 5 days, 4:41:51, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6281, loss_cls: 2.8493, loss: 2.8493, grad_norm: 2.7777 2020-07-29 03:37:47,139 - mmaction - INFO - Epoch [120][240/3757] lr: 5.551e-02, eta: 5 days, 4:41:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6617, loss_cls: 2.6554, loss: 2.6554, grad_norm: 2.7208 2020-07-29 03:38:03,505 - mmaction - INFO - Epoch [120][260/3757] lr: 5.551e-02, eta: 5 days, 4:40:51, time: 0.818, data_time: 0.029, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6258, loss_cls: 2.8120, loss: 2.8120, grad_norm: 2.7771 2020-07-29 03:38:19,412 - mmaction - INFO - Epoch [120][280/3757] lr: 5.551e-02, eta: 5 days, 4:40:20, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6562, loss_cls: 2.6580, loss: 2.6580, grad_norm: 2.6398 2020-07-29 03:38:35,224 - mmaction - INFO - Epoch [120][300/3757] lr: 5.551e-02, eta: 5 days, 4:39:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6523, loss_cls: 2.6107, loss: 2.6107, grad_norm: 2.6645 2020-07-29 03:38:51,043 - mmaction - INFO - Epoch [120][320/3757] lr: 5.551e-02, eta: 5 days, 4:39:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6148, loss_cls: 2.8561, loss: 2.8561, grad_norm: 2.8329 2020-07-29 03:39:06,969 - mmaction - INFO - Epoch [120][340/3757] lr: 5.551e-02, eta: 5 days, 4:38:44, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6273, loss_cls: 2.7157, loss: 2.7157, grad_norm: 2.7558 2020-07-29 03:39:22,850 - mmaction - INFO - Epoch [120][360/3757] lr: 5.551e-02, eta: 5 days, 4:38:13, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6516, loss_cls: 2.6440, loss: 2.6440, grad_norm: 2.6639 2020-07-29 03:39:38,647 - mmaction - INFO - Epoch [120][380/3757] lr: 5.551e-02, eta: 5 days, 4:37:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6430, loss_cls: 2.7099, loss: 2.7099, grad_norm: 2.7167 2020-07-29 03:39:54,378 - mmaction - INFO - Epoch [120][400/3757] lr: 5.551e-02, eta: 5 days, 4:37:07, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6203, loss_cls: 2.8220, loss: 2.8220, grad_norm: 2.7876 2020-07-29 03:40:10,168 - mmaction - INFO - Epoch [120][420/3757] lr: 5.551e-02, eta: 5 days, 4:36:35, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6336, loss_cls: 2.8162, loss: 2.8162, grad_norm: 2.7788 2020-07-29 03:40:26,044 - mmaction - INFO - Epoch [120][440/3757] lr: 5.551e-02, eta: 5 days, 4:36:03, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6297, loss_cls: 2.7639, loss: 2.7639, grad_norm: 2.7268 2020-07-29 03:40:41,877 - mmaction - INFO - Epoch [120][460/3757] lr: 5.551e-02, eta: 5 days, 4:35:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6305, loss_cls: 2.7747, loss: 2.7747, grad_norm: 2.7772 2020-07-29 03:40:57,731 - mmaction - INFO - Epoch [120][480/3757] lr: 5.551e-02, eta: 5 days, 4:34:59, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6234, loss_cls: 2.8256, loss: 2.8256, grad_norm: 2.7154 2020-07-29 03:41:13,558 - mmaction - INFO - Epoch [120][500/3757] lr: 5.551e-02, eta: 5 days, 4:34:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6305, loss_cls: 2.7920, loss: 2.7920, grad_norm: 2.7568 2020-07-29 03:41:29,406 - mmaction - INFO - Epoch [120][520/3757] lr: 5.551e-02, eta: 5 days, 4:33:55, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6477, loss_cls: 2.7782, loss: 2.7782, grad_norm: 2.7417 2020-07-29 03:41:45,241 - mmaction - INFO - Epoch [120][540/3757] lr: 5.551e-02, eta: 5 days, 4:33:23, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6359, loss_cls: 2.7316, loss: 2.7316, grad_norm: 2.7756 2020-07-29 03:42:01,035 - mmaction - INFO - Epoch [120][560/3757] lr: 5.551e-02, eta: 5 days, 4:32:51, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6250, loss_cls: 2.8638, loss: 2.8638, grad_norm: 2.8035 2020-07-29 03:42:16,848 - mmaction - INFO - Epoch [120][580/3757] lr: 5.551e-02, eta: 5 days, 4:32:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6016, loss_cls: 2.8484, loss: 2.8484, grad_norm: 2.7057 2020-07-29 03:42:32,699 - mmaction - INFO - Epoch [120][600/3757] lr: 5.551e-02, eta: 5 days, 4:31:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6414, loss_cls: 2.7762, loss: 2.7762, grad_norm: 2.6828 2020-07-29 03:42:48,449 - mmaction - INFO - Epoch [120][620/3757] lr: 5.551e-02, eta: 5 days, 4:31:14, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6547, loss_cls: 2.6257, loss: 2.6257, grad_norm: 2.7266 2020-07-29 03:43:04,282 - mmaction - INFO - Epoch [120][640/3757] lr: 5.551e-02, eta: 5 days, 4:30:42, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6445, loss_cls: 2.7367, loss: 2.7367, grad_norm: 2.8064 2020-07-29 03:43:20,083 - mmaction - INFO - Epoch [120][660/3757] lr: 5.551e-02, eta: 5 days, 4:30:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6383, loss_cls: 2.7251, loss: 2.7251, grad_norm: 2.7913 2020-07-29 03:43:35,913 - mmaction - INFO - Epoch [120][680/3757] lr: 5.551e-02, eta: 5 days, 4:29:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6406, loss_cls: 2.8292, loss: 2.8292, grad_norm: 2.8201 2020-07-29 03:43:51,814 - mmaction - INFO - Epoch [120][700/3757] lr: 5.551e-02, eta: 5 days, 4:29:07, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6164, loss_cls: 2.8461, loss: 2.8461, grad_norm: 2.7110 2020-07-29 03:44:07,665 - mmaction - INFO - Epoch [120][720/3757] lr: 5.551e-02, eta: 5 days, 4:28:35, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6305, loss_cls: 2.7752, loss: 2.7752, grad_norm: 2.6875 2020-07-29 03:44:23,580 - mmaction - INFO - Epoch [120][740/3757] lr: 5.551e-02, eta: 5 days, 4:28:04, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.8581, loss: 2.8581, grad_norm: 2.7980 2020-07-29 03:44:39,387 - mmaction - INFO - Epoch [120][760/3757] lr: 5.551e-02, eta: 5 days, 4:27:32, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6375, loss_cls: 2.7000, loss: 2.7000, grad_norm: 2.6967 2020-07-29 03:44:55,477 - mmaction - INFO - Epoch [120][780/3757] lr: 5.551e-02, eta: 5 days, 4:27:02, time: 0.803, data_time: 0.016, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6625, loss_cls: 2.7394, loss: 2.7394, grad_norm: 2.8006 2020-07-29 03:45:11,594 - mmaction - INFO - Epoch [120][800/3757] lr: 5.551e-02, eta: 5 days, 4:26:33, time: 0.807, data_time: 0.022, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6687, loss_cls: 2.6430, loss: 2.6430, grad_norm: 2.7832 2020-07-29 03:45:27,652 - mmaction - INFO - Epoch [120][820/3757] lr: 5.551e-02, eta: 5 days, 4:26:03, time: 0.803, data_time: 0.016, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6359, loss_cls: 2.7800, loss: 2.7800, grad_norm: 2.7293 2020-07-29 03:45:43,909 - mmaction - INFO - Epoch [120][840/3757] lr: 5.551e-02, eta: 5 days, 4:25:35, time: 0.813, data_time: 0.024, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6266, loss_cls: 2.7912, loss: 2.7912, grad_norm: 2.7818 2020-07-29 03:45:59,689 - mmaction - INFO - Epoch [120][860/3757] lr: 5.551e-02, eta: 5 days, 4:25:03, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6305, loss_cls: 2.8002, loss: 2.8002, grad_norm: 2.7576 2020-07-29 03:46:15,560 - mmaction - INFO - Epoch [120][880/3757] lr: 5.551e-02, eta: 5 days, 4:24:32, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6469, loss_cls: 2.6840, loss: 2.6840, grad_norm: 2.7534 2020-07-29 03:46:33,048 - mmaction - INFO - Epoch [120][900/3757] lr: 5.551e-02, eta: 5 days, 4:24:15, time: 0.875, data_time: 0.087, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6227, loss_cls: 2.8037, loss: 2.8037, grad_norm: 2.7465 2020-07-29 03:46:49,239 - mmaction - INFO - Epoch [120][920/3757] lr: 5.551e-02, eta: 5 days, 4:23:46, time: 0.809, data_time: 0.023, memory: 6192, top1_acc: 0.3453, top5_acc: 0.6102, loss_cls: 2.8837, loss: 2.8837, grad_norm: 2.7641 2020-07-29 03:47:05,372 - mmaction - INFO - Epoch [120][940/3757] lr: 5.551e-02, eta: 5 days, 4:23:17, time: 0.807, data_time: 0.019, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6156, loss_cls: 2.8207, loss: 2.8207, grad_norm: 2.7319 2020-07-29 03:47:21,534 - mmaction - INFO - Epoch [120][960/3757] lr: 5.551e-02, eta: 5 days, 4:22:48, time: 0.807, data_time: 0.022, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6344, loss_cls: 2.7798, loss: 2.7798, grad_norm: 2.7820 2020-07-29 03:47:37,570 - mmaction - INFO - Epoch [120][980/3757] lr: 5.551e-02, eta: 5 days, 4:22:18, time: 0.803, data_time: 0.012, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6438, loss_cls: 2.7746, loss: 2.7746, grad_norm: 2.7321 2020-07-29 03:47:53,707 - mmaction - INFO - Epoch [120][1000/3757] lr: 5.551e-02, eta: 5 days, 4:21:49, time: 0.806, data_time: 0.021, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6352, loss_cls: 2.7583, loss: 2.7583, grad_norm: 2.6471 2020-07-29 03:48:09,734 - mmaction - INFO - Epoch [120][1020/3757] lr: 5.551e-02, eta: 5 days, 4:21:19, time: 0.803, data_time: 0.018, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6438, loss_cls: 2.7784, loss: 2.7784, grad_norm: 2.7219 2020-07-29 03:48:25,876 - mmaction - INFO - Epoch [120][1040/3757] lr: 5.551e-02, eta: 5 days, 4:20:50, time: 0.807, data_time: 0.022, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6148, loss_cls: 2.8623, loss: 2.8623, grad_norm: 2.8002 2020-07-29 03:48:41,938 - mmaction - INFO - Epoch [120][1060/3757] lr: 5.551e-02, eta: 5 days, 4:20:21, time: 0.803, data_time: 0.015, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6312, loss_cls: 2.8036, loss: 2.8036, grad_norm: 2.6410 2020-07-29 03:48:57,751 - mmaction - INFO - Epoch [120][1080/3757] lr: 5.551e-02, eta: 5 days, 4:19:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6242, loss_cls: 2.8510, loss: 2.8510, grad_norm: 2.7482 2020-07-29 03:49:13,657 - mmaction - INFO - Epoch [120][1100/3757] lr: 5.551e-02, eta: 5 days, 4:19:18, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6125, loss_cls: 2.9036, loss: 2.9036, grad_norm: 2.7560 2020-07-29 03:49:32,170 - mmaction - INFO - Epoch [120][1120/3757] lr: 5.551e-02, eta: 5 days, 4:19:10, time: 0.925, data_time: 0.136, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6367, loss_cls: 2.7526, loss: 2.7526, grad_norm: 2.8271 2020-07-29 03:49:48,294 - mmaction - INFO - Epoch [120][1140/3757] lr: 5.551e-02, eta: 5 days, 4:18:41, time: 0.806, data_time: 0.020, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6391, loss_cls: 2.7699, loss: 2.7699, grad_norm: 2.7893 2020-07-29 03:50:04,642 - mmaction - INFO - Epoch [120][1160/3757] lr: 5.551e-02, eta: 5 days, 4:18:14, time: 0.816, data_time: 0.018, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6328, loss_cls: 2.7368, loss: 2.7368, grad_norm: 2.7698 2020-07-29 03:50:20,468 - mmaction - INFO - Epoch [120][1180/3757] lr: 5.551e-02, eta: 5 days, 4:17:42, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6320, loss_cls: 2.7817, loss: 2.7817, grad_norm: 2.8014 2020-07-29 03:50:36,615 - mmaction - INFO - Epoch [120][1200/3757] lr: 5.551e-02, eta: 5 days, 4:17:13, time: 0.807, data_time: 0.020, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6344, loss_cls: 2.8369, loss: 2.8369, grad_norm: 2.8693 2020-07-29 03:50:52,742 - mmaction - INFO - Epoch [120][1220/3757] lr: 5.551e-02, eta: 5 days, 4:16:44, time: 0.808, data_time: 0.018, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6219, loss_cls: 2.8802, loss: 2.8802, grad_norm: 2.7944 2020-07-29 03:51:08,536 - mmaction - INFO - Epoch [120][1240/3757] lr: 5.551e-02, eta: 5 days, 4:16:12, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6375, loss_cls: 2.8470, loss: 2.8470, grad_norm: 2.7802 2020-07-29 03:51:29,124 - mmaction - INFO - Epoch [120][1260/3757] lr: 5.551e-02, eta: 5 days, 4:16:23, time: 1.030, data_time: 0.181, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6492, loss_cls: 2.7552, loss: 2.7552, grad_norm: 2.7688 2020-07-29 03:51:45,244 - mmaction - INFO - Epoch [120][1280/3757] lr: 5.551e-02, eta: 5 days, 4:15:54, time: 0.806, data_time: 0.021, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.8323, loss: 2.8323, grad_norm: 2.7857 2020-07-29 03:52:01,244 - mmaction - INFO - Epoch [120][1300/3757] lr: 5.551e-02, eta: 5 days, 4:15:24, time: 0.799, data_time: 0.011, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6227, loss_cls: 2.8701, loss: 2.8701, grad_norm: 2.7399 2020-07-29 03:52:17,421 - mmaction - INFO - Epoch [120][1320/3757] lr: 5.551e-02, eta: 5 days, 4:14:55, time: 0.810, data_time: 0.023, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6102, loss_cls: 2.8537, loss: 2.8537, grad_norm: 2.7641 2020-07-29 03:52:33,274 - mmaction - INFO - Epoch [120][1340/3757] lr: 5.551e-02, eta: 5 days, 4:14:24, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6750, loss_cls: 2.6103, loss: 2.6103, grad_norm: 2.7295 2020-07-29 03:52:49,039 - mmaction - INFO - Epoch [120][1360/3757] lr: 5.551e-02, eta: 5 days, 4:13:52, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6109, loss_cls: 2.8886, loss: 2.8886, grad_norm: 2.8925 2020-07-29 03:53:04,848 - mmaction - INFO - Epoch [120][1380/3757] lr: 5.551e-02, eta: 5 days, 4:13:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6328, loss_cls: 2.7761, loss: 2.7761, grad_norm: 2.8367 2020-07-29 03:53:20,614 - mmaction - INFO - Epoch [120][1400/3757] lr: 5.551e-02, eta: 5 days, 4:12:48, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6250, loss_cls: 2.8331, loss: 2.8331, grad_norm: 2.7624 2020-07-29 03:53:36,446 - mmaction - INFO - Epoch [120][1420/3757] lr: 5.551e-02, eta: 5 days, 4:12:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6281, loss_cls: 2.8504, loss: 2.8504, grad_norm: 2.8220 2020-07-29 03:53:52,281 - mmaction - INFO - Epoch [120][1440/3757] lr: 5.551e-02, eta: 5 days, 4:11:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6391, loss_cls: 2.8077, loss: 2.8077, grad_norm: 2.7430 2020-07-29 03:54:08,135 - mmaction - INFO - Epoch [120][1460/3757] lr: 5.551e-02, eta: 5 days, 4:11:13, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6328, loss_cls: 2.8062, loss: 2.8062, grad_norm: 2.7011 2020-07-29 03:54:23,930 - mmaction - INFO - Epoch [120][1480/3757] lr: 5.551e-02, eta: 5 days, 4:10:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6484, loss_cls: 2.8294, loss: 2.8294, grad_norm: 2.7442 2020-07-29 03:54:39,712 - mmaction - INFO - Epoch [120][1500/3757] lr: 5.551e-02, eta: 5 days, 4:10:09, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.8333, loss: 2.8333, grad_norm: 2.7960 2020-07-29 03:54:55,510 - mmaction - INFO - Epoch [120][1520/3757] lr: 5.551e-02, eta: 5 days, 4:09:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6445, loss_cls: 2.7252, loss: 2.7252, grad_norm: 2.7319 2020-07-29 03:55:11,760 - mmaction - INFO - Epoch [120][1540/3757] lr: 5.551e-02, eta: 5 days, 4:09:10, time: 0.812, data_time: 0.026, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6430, loss_cls: 2.7599, loss: 2.7599, grad_norm: 2.8412 2020-07-29 03:55:27,645 - mmaction - INFO - Epoch [120][1560/3757] lr: 5.551e-02, eta: 5 days, 4:08:39, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6453, loss_cls: 2.7288, loss: 2.7288, grad_norm: 2.7249 2020-07-29 03:55:43,476 - mmaction - INFO - Epoch [120][1580/3757] lr: 5.551e-02, eta: 5 days, 4:08:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6438, loss_cls: 2.7796, loss: 2.7796, grad_norm: 2.8499 2020-07-29 03:55:59,313 - mmaction - INFO - Epoch [120][1600/3757] lr: 5.551e-02, eta: 5 days, 4:07:36, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6141, loss_cls: 2.8370, loss: 2.8370, grad_norm: 2.7452 2020-07-29 03:56:15,124 - mmaction - INFO - Epoch [120][1620/3757] lr: 5.551e-02, eta: 5 days, 4:07:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6375, loss_cls: 2.7392, loss: 2.7392, grad_norm: 2.7214 2020-07-29 03:56:30,904 - mmaction - INFO - Epoch [120][1640/3757] lr: 5.551e-02, eta: 5 days, 4:06:32, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6188, loss_cls: 2.8467, loss: 2.8467, grad_norm: 2.7575 2020-07-29 03:56:46,689 - mmaction - INFO - Epoch [120][1660/3757] lr: 5.551e-02, eta: 5 days, 4:06:01, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6273, loss_cls: 2.8563, loss: 2.8563, grad_norm: 2.8325 2020-07-29 03:57:02,860 - mmaction - INFO - Epoch [120][1680/3757] lr: 5.551e-02, eta: 5 days, 4:05:32, time: 0.808, data_time: 0.024, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6203, loss_cls: 2.8072, loss: 2.8072, grad_norm: 2.7401 2020-07-29 03:57:19,073 - mmaction - INFO - Epoch [120][1700/3757] lr: 5.551e-02, eta: 5 days, 4:05:04, time: 0.811, data_time: 0.025, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.7403, loss: 2.7403, grad_norm: 2.7339 2020-07-29 03:57:35,165 - mmaction - INFO - Epoch [120][1720/3757] lr: 5.551e-02, eta: 5 days, 4:04:35, time: 0.805, data_time: 0.018, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6250, loss_cls: 2.7683, loss: 2.7683, grad_norm: 2.6830 2020-07-29 03:57:51,305 - mmaction - INFO - Epoch [120][1740/3757] lr: 5.551e-02, eta: 5 days, 4:04:06, time: 0.807, data_time: 0.022, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6438, loss_cls: 2.7603, loss: 2.7603, grad_norm: 2.7858 2020-07-29 03:58:07,416 - mmaction - INFO - Epoch [120][1760/3757] lr: 5.551e-02, eta: 5 days, 4:03:37, time: 0.806, data_time: 0.017, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6492, loss_cls: 2.7450, loss: 2.7450, grad_norm: 2.8277 2020-07-29 03:58:23,556 - mmaction - INFO - Epoch [120][1780/3757] lr: 5.551e-02, eta: 5 days, 4:03:09, time: 0.807, data_time: 0.019, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6289, loss_cls: 2.8552, loss: 2.8552, grad_norm: 2.7387 2020-07-29 03:58:39,433 - mmaction - INFO - Epoch [120][1800/3757] lr: 5.551e-02, eta: 5 days, 4:02:38, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6070, loss_cls: 2.9154, loss: 2.9154, grad_norm: 2.7213 2020-07-29 03:58:55,298 - mmaction - INFO - Epoch [120][1820/3757] lr: 5.551e-02, eta: 5 days, 4:02:07, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6258, loss_cls: 2.8917, loss: 2.8917, grad_norm: 2.7887 2020-07-29 03:59:11,149 - mmaction - INFO - Epoch [120][1840/3757] lr: 5.551e-02, eta: 5 days, 4:01:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6141, loss_cls: 2.8921, loss: 2.8921, grad_norm: 2.8009 2020-07-29 03:59:31,924 - mmaction - INFO - Epoch [120][1860/3757] lr: 5.551e-02, eta: 5 days, 4:01:48, time: 1.041, data_time: 0.244, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6148, loss_cls: 2.8258, loss: 2.8258, grad_norm: 2.7290 2020-07-29 03:59:48,014 - mmaction - INFO - Epoch [120][1880/3757] lr: 5.551e-02, eta: 5 days, 4:01:19, time: 0.805, data_time: 0.018, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6234, loss_cls: 2.8729, loss: 2.8729, grad_norm: 2.6922 2020-07-29 04:00:09,509 - mmaction - INFO - Epoch [120][1900/3757] lr: 5.551e-02, eta: 5 days, 4:01:35, time: 1.060, data_time: 0.021, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6188, loss_cls: 2.8886, loss: 2.8886, grad_norm: 2.8197 2020-07-29 04:00:25,475 - mmaction - INFO - Epoch [120][1920/3757] lr: 5.551e-02, eta: 5 days, 4:01:07, time: 0.813, data_time: 0.021, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6227, loss_cls: 2.8334, loss: 2.8334, grad_norm: 2.7550 2020-07-29 04:00:41,588 - mmaction - INFO - Epoch [120][1940/3757] lr: 5.551e-02, eta: 5 days, 4:00:38, time: 0.805, data_time: 0.017, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6273, loss_cls: 2.7858, loss: 2.7858, grad_norm: 2.7881 2020-07-29 04:00:57,447 - mmaction - INFO - Epoch [120][1960/3757] lr: 5.551e-02, eta: 5 days, 4:00:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6266, loss_cls: 2.8106, loss: 2.8106, grad_norm: 2.8088 2020-07-29 04:01:13,245 - mmaction - INFO - Epoch [120][1980/3757] lr: 5.551e-02, eta: 5 days, 3:59:36, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6383, loss_cls: 2.8197, loss: 2.8197, grad_norm: 2.8484 2020-07-29 04:01:29,071 - mmaction - INFO - Epoch [120][2000/3757] lr: 5.551e-02, eta: 5 days, 3:59:04, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6281, loss_cls: 2.8138, loss: 2.8138, grad_norm: 2.7312 2020-07-29 04:01:44,967 - mmaction - INFO - Epoch [120][2020/3757] lr: 5.551e-02, eta: 5 days, 3:58:34, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6148, loss_cls: 2.8384, loss: 2.8384, grad_norm: 2.7732 2020-07-29 04:02:00,798 - mmaction - INFO - Epoch [120][2040/3757] lr: 5.551e-02, eta: 5 days, 3:58:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6008, loss_cls: 2.9273, loss: 2.9273, grad_norm: 2.7307 2020-07-29 04:02:16,654 - mmaction - INFO - Epoch [120][2060/3757] lr: 5.551e-02, eta: 5 days, 3:57:31, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.8092, loss: 2.8092, grad_norm: 2.7054 2020-07-29 04:02:32,448 - mmaction - INFO - Epoch [120][2080/3757] lr: 5.551e-02, eta: 5 days, 3:57:00, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6547, loss_cls: 2.7136, loss: 2.7136, grad_norm: 2.7391 2020-07-29 04:02:48,224 - mmaction - INFO - Epoch [120][2100/3757] lr: 5.551e-02, eta: 5 days, 3:56:28, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6062, loss_cls: 2.8715, loss: 2.8715, grad_norm: 2.7865 2020-07-29 04:03:04,103 - mmaction - INFO - Epoch [120][2120/3757] lr: 5.551e-02, eta: 5 days, 3:55:57, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6523, loss_cls: 2.7424, loss: 2.7424, grad_norm: 2.7734 2020-07-29 04:03:19,921 - mmaction - INFO - Epoch [120][2140/3757] lr: 5.551e-02, eta: 5 days, 3:55:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6023, loss_cls: 2.8890, loss: 2.8890, grad_norm: 2.8574 2020-07-29 04:03:35,748 - mmaction - INFO - Epoch [120][2160/3757] lr: 5.551e-02, eta: 5 days, 3:54:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6656, loss_cls: 2.7124, loss: 2.7124, grad_norm: 2.7725 2020-07-29 04:03:51,560 - mmaction - INFO - Epoch [120][2180/3757] lr: 5.551e-02, eta: 5 days, 3:54:23, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6383, loss_cls: 2.8327, loss: 2.8327, grad_norm: 2.7851 2020-07-29 04:04:07,483 - mmaction - INFO - Epoch [120][2200/3757] lr: 5.551e-02, eta: 5 days, 3:53:53, time: 0.796, data_time: 0.009, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6242, loss_cls: 2.7869, loss: 2.7869, grad_norm: 2.7729 2020-07-29 04:04:23,312 - mmaction - INFO - Epoch [120][2220/3757] lr: 5.551e-02, eta: 5 days, 3:53:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6203, loss_cls: 2.8129, loss: 2.8129, grad_norm: 2.7388 2020-07-29 04:04:43,959 - mmaction - INFO - Epoch [120][2240/3757] lr: 5.551e-02, eta: 5 days, 3:53:32, time: 1.033, data_time: 0.223, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6352, loss_cls: 2.7616, loss: 2.7616, grad_norm: 2.7308 2020-07-29 04:05:00,085 - mmaction - INFO - Epoch [120][2260/3757] lr: 5.551e-02, eta: 5 days, 3:53:04, time: 0.806, data_time: 0.018, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6398, loss_cls: 2.6952, loss: 2.6952, grad_norm: 2.7151 2020-07-29 04:05:16,256 - mmaction - INFO - Epoch [120][2280/3757] lr: 5.551e-02, eta: 5 days, 3:52:36, time: 0.809, data_time: 0.023, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6211, loss_cls: 2.8710, loss: 2.8710, grad_norm: 2.7708 2020-07-29 04:05:32,419 - mmaction - INFO - Epoch [120][2300/3757] lr: 5.551e-02, eta: 5 days, 3:52:07, time: 0.808, data_time: 0.017, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6211, loss_cls: 2.8311, loss: 2.8311, grad_norm: 2.7827 2020-07-29 04:05:48,242 - mmaction - INFO - Epoch [120][2320/3757] lr: 5.551e-02, eta: 5 days, 3:51:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6273, loss_cls: 2.8707, loss: 2.8707, grad_norm: 2.7691 2020-07-29 04:06:04,054 - mmaction - INFO - Epoch [120][2340/3757] lr: 5.551e-02, eta: 5 days, 3:51:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6336, loss_cls: 2.7348, loss: 2.7348, grad_norm: 2.6861 2020-07-29 04:06:20,235 - mmaction - INFO - Epoch [120][2360/3757] lr: 5.551e-02, eta: 5 days, 3:50:37, time: 0.809, data_time: 0.023, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6188, loss_cls: 2.8228, loss: 2.8228, grad_norm: 2.7634 2020-07-29 04:06:36,320 - mmaction - INFO - Epoch [120][2380/3757] lr: 5.551e-02, eta: 5 days, 3:50:08, time: 0.804, data_time: 0.015, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6219, loss_cls: 2.8874, loss: 2.8874, grad_norm: 2.7954 2020-07-29 04:06:52,529 - mmaction - INFO - Epoch [120][2400/3757] lr: 5.551e-02, eta: 5 days, 3:49:40, time: 0.810, data_time: 0.024, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6219, loss_cls: 2.8711, loss: 2.8711, grad_norm: 2.7996 2020-07-29 04:07:08,601 - mmaction - INFO - Epoch [120][2420/3757] lr: 5.551e-02, eta: 5 days, 3:49:11, time: 0.804, data_time: 0.015, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6172, loss_cls: 2.8355, loss: 2.8355, grad_norm: 2.7388 2020-07-29 04:07:24,358 - mmaction - INFO - Epoch [120][2440/3757] lr: 5.551e-02, eta: 5 days, 3:48:39, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6148, loss_cls: 2.8283, loss: 2.8283, grad_norm: 2.7763 2020-07-29 04:07:40,152 - mmaction - INFO - Epoch [120][2460/3757] lr: 5.551e-02, eta: 5 days, 3:48:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6453, loss_cls: 2.7748, loss: 2.7748, grad_norm: 2.7970 2020-07-29 04:07:55,887 - mmaction - INFO - Epoch [120][2480/3757] lr: 5.551e-02, eta: 5 days, 3:47:36, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6234, loss_cls: 2.8354, loss: 2.8354, grad_norm: 2.7784 2020-07-29 04:08:11,671 - mmaction - INFO - Epoch [120][2500/3757] lr: 5.551e-02, eta: 5 days, 3:47:05, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6289, loss_cls: 2.8088, loss: 2.8088, grad_norm: 2.7532 2020-07-29 04:08:27,478 - mmaction - INFO - Epoch [120][2520/3757] lr: 5.551e-02, eta: 5 days, 3:46:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6602, loss_cls: 2.6426, loss: 2.6426, grad_norm: 2.7134 2020-07-29 04:08:43,444 - mmaction - INFO - Epoch [120][2540/3757] lr: 5.551e-02, eta: 5 days, 3:46:03, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6117, loss_cls: 2.8538, loss: 2.8538, grad_norm: 2.7549 2020-07-29 04:08:59,170 - mmaction - INFO - Epoch [120][2560/3757] lr: 5.551e-02, eta: 5 days, 3:45:31, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6227, loss_cls: 2.8881, loss: 2.8881, grad_norm: 2.7694 2020-07-29 04:09:14,938 - mmaction - INFO - Epoch [120][2580/3757] lr: 5.551e-02, eta: 5 days, 3:45:00, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6406, loss_cls: 2.8072, loss: 2.8072, grad_norm: 2.7625 2020-07-29 04:09:30,726 - mmaction - INFO - Epoch [120][2600/3757] lr: 5.551e-02, eta: 5 days, 3:44:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6203, loss_cls: 2.8873, loss: 2.8873, grad_norm: 2.7514 2020-07-29 04:09:46,491 - mmaction - INFO - Epoch [120][2620/3757] lr: 5.551e-02, eta: 5 days, 3:43:57, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6180, loss_cls: 2.8420, loss: 2.8420, grad_norm: 2.8001 2020-07-29 04:10:02,343 - mmaction - INFO - Epoch [120][2640/3757] lr: 5.551e-02, eta: 5 days, 3:43:26, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6281, loss_cls: 2.7889, loss: 2.7889, grad_norm: 2.7757 2020-07-29 04:10:18,074 - mmaction - INFO - Epoch [120][2660/3757] lr: 5.551e-02, eta: 5 days, 3:42:54, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6047, loss_cls: 2.9345, loss: 2.9345, grad_norm: 2.7701 2020-07-29 04:10:33,832 - mmaction - INFO - Epoch [120][2680/3757] lr: 5.551e-02, eta: 5 days, 3:42:23, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6086, loss_cls: 2.8744, loss: 2.8744, grad_norm: 2.7736 2020-07-29 04:10:49,603 - mmaction - INFO - Epoch [120][2700/3757] lr: 5.551e-02, eta: 5 days, 3:41:51, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6211, loss_cls: 2.8698, loss: 2.8698, grad_norm: 2.7786 2020-07-29 04:11:05,452 - mmaction - INFO - Epoch [120][2720/3757] lr: 5.551e-02, eta: 5 days, 3:41:20, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6328, loss_cls: 2.8129, loss: 2.8129, grad_norm: 2.7107 2020-07-29 04:11:21,268 - mmaction - INFO - Epoch [120][2740/3757] lr: 5.551e-02, eta: 5 days, 3:40:49, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6141, loss_cls: 2.9157, loss: 2.9157, grad_norm: 2.7218 2020-07-29 04:11:37,216 - mmaction - INFO - Epoch [120][2760/3757] lr: 5.551e-02, eta: 5 days, 3:40:19, time: 0.799, data_time: 0.013, memory: 6192, top1_acc: 0.3438, top5_acc: 0.6195, loss_cls: 2.8824, loss: 2.8824, grad_norm: 2.6817 2020-07-29 04:11:53,027 - mmaction - INFO - Epoch [120][2780/3757] lr: 5.551e-02, eta: 5 days, 3:39:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6477, loss_cls: 2.7563, loss: 2.7563, grad_norm: 2.7150 2020-07-29 04:12:08,830 - mmaction - INFO - Epoch [120][2800/3757] lr: 5.551e-02, eta: 5 days, 3:39:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6227, loss_cls: 2.8152, loss: 2.8152, grad_norm: 2.7537 2020-07-29 04:12:24,660 - mmaction - INFO - Epoch [120][2820/3757] lr: 5.551e-02, eta: 5 days, 3:38:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6383, loss_cls: 2.8006, loss: 2.8006, grad_norm: 2.6647 2020-07-29 04:12:40,512 - mmaction - INFO - Epoch [120][2840/3757] lr: 5.551e-02, eta: 5 days, 3:38:15, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6297, loss_cls: 2.8194, loss: 2.8194, grad_norm: 2.7364 2020-07-29 04:12:56,345 - mmaction - INFO - Epoch [120][2860/3757] lr: 5.551e-02, eta: 5 days, 3:37:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6344, loss_cls: 2.8436, loss: 2.8436, grad_norm: 2.7722 2020-07-29 04:13:12,220 - mmaction - INFO - Epoch [120][2880/3757] lr: 5.551e-02, eta: 5 days, 3:37:14, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6391, loss_cls: 2.8422, loss: 2.8422, grad_norm: 2.7602 2020-07-29 04:13:27,990 - mmaction - INFO - Epoch [120][2900/3757] lr: 5.551e-02, eta: 5 days, 3:36:43, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6352, loss_cls: 2.7626, loss: 2.7626, grad_norm: 2.7744 2020-07-29 04:13:43,863 - mmaction - INFO - Epoch [120][2920/3757] lr: 5.551e-02, eta: 5 days, 3:36:12, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6227, loss_cls: 2.8529, loss: 2.8529, grad_norm: 2.8073 2020-07-29 04:13:59,642 - mmaction - INFO - Epoch [120][2940/3757] lr: 5.551e-02, eta: 5 days, 3:35:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6297, loss_cls: 2.8662, loss: 2.8662, grad_norm: 2.7786 2020-07-29 04:14:15,426 - mmaction - INFO - Epoch [120][2960/3757] lr: 5.551e-02, eta: 5 days, 3:35:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6203, loss_cls: 2.7823, loss: 2.7823, grad_norm: 2.8006 2020-07-29 04:14:31,244 - mmaction - INFO - Epoch [120][2980/3757] lr: 5.551e-02, eta: 5 days, 3:34:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6406, loss_cls: 2.7052, loss: 2.7052, grad_norm: 2.7633 2020-07-29 04:14:47,156 - mmaction - INFO - Epoch [120][3000/3757] lr: 5.551e-02, eta: 5 days, 3:34:09, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6383, loss_cls: 2.7851, loss: 2.7851, grad_norm: 2.8371 2020-07-29 04:15:02,977 - mmaction - INFO - Epoch [120][3020/3757] lr: 5.551e-02, eta: 5 days, 3:33:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6391, loss_cls: 2.7687, loss: 2.7687, grad_norm: 2.7379 2020-07-29 04:15:18,679 - mmaction - INFO - Epoch [120][3040/3757] lr: 5.551e-02, eta: 5 days, 3:33:06, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6297, loss_cls: 2.8343, loss: 2.8343, grad_norm: 2.7493 2020-07-29 04:15:34,595 - mmaction - INFO - Epoch [120][3060/3757] lr: 5.551e-02, eta: 5 days, 3:32:36, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6203, loss_cls: 2.8372, loss: 2.8372, grad_norm: 2.7532 2020-07-29 04:15:50,361 - mmaction - INFO - Epoch [120][3080/3757] lr: 5.551e-02, eta: 5 days, 3:32:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6172, loss_cls: 2.8630, loss: 2.8630, grad_norm: 2.7058 2020-07-29 04:16:06,218 - mmaction - INFO - Epoch [120][3100/3757] lr: 5.551e-02, eta: 5 days, 3:31:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6422, loss_cls: 2.7807, loss: 2.7807, grad_norm: 2.8325 2020-07-29 04:16:21,983 - mmaction - INFO - Epoch [120][3120/3757] lr: 5.551e-02, eta: 5 days, 3:31:03, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6102, loss_cls: 2.8752, loss: 2.8752, grad_norm: 2.8059 2020-07-29 04:16:37,765 - mmaction - INFO - Epoch [120][3140/3757] lr: 5.551e-02, eta: 5 days, 3:30:32, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6375, loss_cls: 2.7263, loss: 2.7263, grad_norm: 2.7391 2020-07-29 04:16:53,649 - mmaction - INFO - Epoch [120][3160/3757] lr: 5.551e-02, eta: 5 days, 3:30:01, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6391, loss_cls: 2.7921, loss: 2.7921, grad_norm: 2.7494 2020-07-29 04:17:09,457 - mmaction - INFO - Epoch [120][3180/3757] lr: 5.551e-02, eta: 5 days, 3:29:30, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6266, loss_cls: 2.8098, loss: 2.8098, grad_norm: 2.7060 2020-07-29 04:17:25,274 - mmaction - INFO - Epoch [120][3200/3757] lr: 5.551e-02, eta: 5 days, 3:29:00, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6078, loss_cls: 2.8506, loss: 2.8506, grad_norm: 2.8356 2020-07-29 04:17:41,087 - mmaction - INFO - Epoch [120][3220/3757] lr: 5.551e-02, eta: 5 days, 3:28:29, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6508, loss_cls: 2.7413, loss: 2.7413, grad_norm: 2.8016 2020-07-29 04:17:56,853 - mmaction - INFO - Epoch [120][3240/3757] lr: 5.551e-02, eta: 5 days, 3:27:57, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6508, loss_cls: 2.7099, loss: 2.7099, grad_norm: 2.7145 2020-07-29 04:18:12,654 - mmaction - INFO - Epoch [120][3260/3757] lr: 5.551e-02, eta: 5 days, 3:27:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6398, loss_cls: 2.7373, loss: 2.7373, grad_norm: 2.7336 2020-07-29 04:18:28,440 - mmaction - INFO - Epoch [120][3280/3757] lr: 5.551e-02, eta: 5 days, 3:26:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6156, loss_cls: 2.8047, loss: 2.8047, grad_norm: 2.8087 2020-07-29 04:18:44,244 - mmaction - INFO - Epoch [120][3300/3757] lr: 5.551e-02, eta: 5 days, 3:26:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6273, loss_cls: 2.7977, loss: 2.7977, grad_norm: 2.7720 2020-07-29 04:19:00,039 - mmaction - INFO - Epoch [120][3320/3757] lr: 5.551e-02, eta: 5 days, 3:25:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6367, loss_cls: 2.7539, loss: 2.7539, grad_norm: 2.7845 2020-07-29 04:19:15,898 - mmaction - INFO - Epoch [120][3340/3757] lr: 5.551e-02, eta: 5 days, 3:25:23, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6164, loss_cls: 2.8739, loss: 2.8739, grad_norm: 2.7156 2020-07-29 04:19:31,675 - mmaction - INFO - Epoch [120][3360/3757] lr: 5.551e-02, eta: 5 days, 3:24:52, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6547, loss_cls: 2.6441, loss: 2.6441, grad_norm: 2.6797 2020-07-29 04:19:47,406 - mmaction - INFO - Epoch [120][3380/3757] lr: 5.551e-02, eta: 5 days, 3:24:21, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6250, loss_cls: 2.8746, loss: 2.8746, grad_norm: 2.7932 2020-07-29 04:20:03,521 - mmaction - INFO - Epoch [120][3400/3757] lr: 5.551e-02, eta: 5 days, 3:23:53, time: 0.806, data_time: 0.019, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6188, loss_cls: 2.8602, loss: 2.8602, grad_norm: 2.7481 2020-07-29 04:20:19,306 - mmaction - INFO - Epoch [120][3420/3757] lr: 5.551e-02, eta: 5 days, 3:23:22, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6242, loss_cls: 2.8726, loss: 2.8726, grad_norm: 2.7592 2020-07-29 04:20:35,206 - mmaction - INFO - Epoch [120][3440/3757] lr: 5.551e-02, eta: 5 days, 3:22:52, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6266, loss_cls: 2.7801, loss: 2.7801, grad_norm: 2.7675 2020-07-29 04:20:51,046 - mmaction - INFO - Epoch [120][3460/3757] lr: 5.551e-02, eta: 5 days, 3:22:21, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6320, loss_cls: 2.7669, loss: 2.7669, grad_norm: 2.7500 2020-07-29 04:21:06,956 - mmaction - INFO - Epoch [120][3480/3757] lr: 5.551e-02, eta: 5 days, 3:21:51, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6430, loss_cls: 2.7522, loss: 2.7522, grad_norm: 2.8815 2020-07-29 04:21:22,801 - mmaction - INFO - Epoch [120][3500/3757] lr: 5.551e-02, eta: 5 days, 3:21:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6281, loss_cls: 2.8220, loss: 2.8220, grad_norm: 2.8358 2020-07-29 04:21:38,605 - mmaction - INFO - Epoch [120][3520/3757] lr: 5.551e-02, eta: 5 days, 3:20:50, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6156, loss_cls: 2.8568, loss: 2.8568, grad_norm: 2.8218 2020-07-29 04:21:54,378 - mmaction - INFO - Epoch [120][3540/3757] lr: 5.551e-02, eta: 5 days, 3:20:19, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6023, loss_cls: 2.8969, loss: 2.8969, grad_norm: 2.7959 2020-07-29 04:22:10,192 - mmaction - INFO - Epoch [120][3560/3757] lr: 5.551e-02, eta: 5 days, 3:19:48, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6320, loss_cls: 2.7529, loss: 2.7529, grad_norm: 2.7143 2020-07-29 04:22:25,977 - mmaction - INFO - Epoch [120][3580/3757] lr: 5.551e-02, eta: 5 days, 3:19:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6414, loss_cls: 2.7447, loss: 2.7447, grad_norm: 2.8130 2020-07-29 04:22:41,828 - mmaction - INFO - Epoch [120][3600/3757] lr: 5.551e-02, eta: 5 days, 3:18:47, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.8662, loss: 2.8662, grad_norm: 2.7964 2020-07-29 04:22:57,621 - mmaction - INFO - Epoch [120][3620/3757] lr: 5.551e-02, eta: 5 days, 3:18:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6258, loss_cls: 2.8031, loss: 2.8031, grad_norm: 2.7595 2020-07-29 04:23:13,430 - mmaction - INFO - Epoch [120][3640/3757] lr: 5.551e-02, eta: 5 days, 3:17:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6555, loss_cls: 2.7202, loss: 2.7202, grad_norm: 2.7770 2020-07-29 04:23:29,525 - mmaction - INFO - Epoch [120][3660/3757] lr: 5.551e-02, eta: 5 days, 3:17:17, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6258, loss_cls: 2.8576, loss: 2.8576, grad_norm: 2.7914 2020-07-29 04:23:45,390 - mmaction - INFO - Epoch [120][3680/3757] lr: 5.551e-02, eta: 5 days, 3:16:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6500, loss_cls: 2.6780, loss: 2.6780, grad_norm: 2.7930 2020-07-29 04:24:01,241 - mmaction - INFO - Epoch [120][3700/3757] lr: 5.551e-02, eta: 5 days, 3:16:17, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6094, loss_cls: 2.8997, loss: 2.8997, grad_norm: 2.8338 2020-07-29 04:24:17,082 - mmaction - INFO - Epoch [120][3720/3757] lr: 5.551e-02, eta: 5 days, 3:15:46, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6172, loss_cls: 2.8924, loss: 2.8924, grad_norm: 2.8603 2020-07-29 04:24:32,896 - mmaction - INFO - Epoch [120][3740/3757] lr: 5.551e-02, eta: 5 days, 3:15:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6219, loss_cls: 2.8654, loss: 2.8654, grad_norm: 2.7159 2020-07-29 04:24:57,499 - mmaction - INFO - Saving checkpoint at 120 epochs 2020-07-29 04:28:30,704 - mmaction - INFO - Epoch [121][20/3757] lr: 5.490e-02, eta: 5 days, 3:40:12, time: 10.599, data_time: 9.687, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6344, loss_cls: 2.8312, loss: 2.8312, grad_norm: 2.7452 2020-07-29 04:28:46,500 - mmaction - INFO - Epoch [121][40/3757] lr: 5.490e-02, eta: 5 days, 3:39:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6336, loss_cls: 2.7734, loss: 2.7734, grad_norm: 2.7812 2020-07-29 04:29:02,354 - mmaction - INFO - Epoch [121][60/3757] lr: 5.490e-02, eta: 5 days, 3:39:10, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6281, loss_cls: 2.8055, loss: 2.8055, grad_norm: 2.7630 2020-07-29 04:29:18,228 - mmaction - INFO - Epoch [121][80/3757] lr: 5.490e-02, eta: 5 days, 3:38:39, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6336, loss_cls: 2.7971, loss: 2.7971, grad_norm: 2.8026 2020-07-29 04:29:34,042 - mmaction - INFO - Epoch [121][100/3757] lr: 5.490e-02, eta: 5 days, 3:38:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6375, loss_cls: 2.7644, loss: 2.7644, grad_norm: 2.7425 2020-07-29 04:29:49,920 - mmaction - INFO - Epoch [121][120/3757] lr: 5.490e-02, eta: 5 days, 3:37:37, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6227, loss_cls: 2.7875, loss: 2.7875, grad_norm: 2.7426 2020-07-29 04:30:05,933 - mmaction - INFO - Epoch [121][140/3757] lr: 5.490e-02, eta: 5 days, 3:37:08, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6422, loss_cls: 2.7574, loss: 2.7574, grad_norm: 2.7067 2020-07-29 04:30:21,688 - mmaction - INFO - Epoch [121][160/3757] lr: 5.490e-02, eta: 5 days, 3:36:36, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6562, loss_cls: 2.6372, loss: 2.6372, grad_norm: 2.8029 2020-07-29 04:30:37,510 - mmaction - INFO - Epoch [121][180/3757] lr: 5.490e-02, eta: 5 days, 3:36:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6320, loss_cls: 2.7429, loss: 2.7429, grad_norm: 2.7633 2020-07-29 04:30:53,304 - mmaction - INFO - Epoch [121][200/3757] lr: 5.490e-02, eta: 5 days, 3:35:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6445, loss_cls: 2.7242, loss: 2.7242, grad_norm: 2.7844 2020-07-29 04:31:09,157 - mmaction - INFO - Epoch [121][220/3757] lr: 5.490e-02, eta: 5 days, 3:35:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6242, loss_cls: 2.8798, loss: 2.8798, grad_norm: 2.8167 2020-07-29 04:31:24,950 - mmaction - INFO - Epoch [121][240/3757] lr: 5.490e-02, eta: 5 days, 3:34:32, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6516, loss_cls: 2.7194, loss: 2.7194, grad_norm: 2.7488 2020-07-29 04:31:40,848 - mmaction - INFO - Epoch [121][260/3757] lr: 5.490e-02, eta: 5 days, 3:34:02, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6398, loss_cls: 2.7397, loss: 2.7397, grad_norm: 2.8658 2020-07-29 04:31:56,975 - mmaction - INFO - Epoch [121][280/3757] lr: 5.490e-02, eta: 5 days, 3:33:34, time: 0.807, data_time: 0.014, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6258, loss_cls: 2.7880, loss: 2.7880, grad_norm: 2.8283 2020-07-29 04:32:12,854 - mmaction - INFO - Epoch [121][300/3757] lr: 5.490e-02, eta: 5 days, 3:33:03, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.8300, loss: 2.8300, grad_norm: 2.8284 2020-07-29 04:32:28,604 - mmaction - INFO - Epoch [121][320/3757] lr: 5.490e-02, eta: 5 days, 3:32:32, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6625, loss_cls: 2.6478, loss: 2.6478, grad_norm: 2.6903 2020-07-29 04:32:44,412 - mmaction - INFO - Epoch [121][340/3757] lr: 5.490e-02, eta: 5 days, 3:32:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6484, loss_cls: 2.7170, loss: 2.7170, grad_norm: 2.7993 2020-07-29 04:33:00,173 - mmaction - INFO - Epoch [121][360/3757] lr: 5.490e-02, eta: 5 days, 3:31:29, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6320, loss_cls: 2.8143, loss: 2.8143, grad_norm: 2.8992 2020-07-29 04:33:15,949 - mmaction - INFO - Epoch [121][380/3757] lr: 5.490e-02, eta: 5 days, 3:30:58, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6383, loss_cls: 2.8240, loss: 2.8240, grad_norm: 2.7923 2020-07-29 04:33:31,734 - mmaction - INFO - Epoch [121][400/3757] lr: 5.490e-02, eta: 5 days, 3:30:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6367, loss_cls: 2.8370, loss: 2.8370, grad_norm: 2.7955 2020-07-29 04:33:47,488 - mmaction - INFO - Epoch [121][420/3757] lr: 5.490e-02, eta: 5 days, 3:29:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6398, loss_cls: 2.7791, loss: 2.7791, grad_norm: 2.8064 2020-07-29 04:34:03,298 - mmaction - INFO - Epoch [121][440/3757] lr: 5.490e-02, eta: 5 days, 3:29:24, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6242, loss_cls: 2.8945, loss: 2.8945, grad_norm: 2.8421 2020-07-29 04:34:19,161 - mmaction - INFO - Epoch [121][460/3757] lr: 5.490e-02, eta: 5 days, 3:28:54, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6336, loss_cls: 2.7815, loss: 2.7815, grad_norm: 2.7601 2020-07-29 04:34:34,937 - mmaction - INFO - Epoch [121][480/3757] lr: 5.490e-02, eta: 5 days, 3:28:23, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6203, loss_cls: 2.8635, loss: 2.8635, grad_norm: 2.8324 2020-07-29 04:34:50,736 - mmaction - INFO - Epoch [121][500/3757] lr: 5.490e-02, eta: 5 days, 3:27:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6664, loss_cls: 2.6080, loss: 2.6080, grad_norm: 2.6990 2020-07-29 04:35:06,642 - mmaction - INFO - Epoch [121][520/3757] lr: 5.490e-02, eta: 5 days, 3:27:21, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6312, loss_cls: 2.8024, loss: 2.8024, grad_norm: 2.7716 2020-07-29 04:35:22,327 - mmaction - INFO - Epoch [121][540/3757] lr: 5.490e-02, eta: 5 days, 3:26:50, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6578, loss_cls: 2.6728, loss: 2.6728, grad_norm: 2.7991 2020-07-29 04:35:38,066 - mmaction - INFO - Epoch [121][560/3757] lr: 5.490e-02, eta: 5 days, 3:26:18, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6102, loss_cls: 2.8812, loss: 2.8812, grad_norm: 2.8301 2020-07-29 04:35:53,958 - mmaction - INFO - Epoch [121][580/3757] lr: 5.490e-02, eta: 5 days, 3:25:48, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6297, loss_cls: 2.7537, loss: 2.7537, grad_norm: 2.7362 2020-07-29 04:36:09,791 - mmaction - INFO - Epoch [121][600/3757] lr: 5.490e-02, eta: 5 days, 3:25:17, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6305, loss_cls: 2.8442, loss: 2.8442, grad_norm: 2.7584 2020-07-29 04:36:25,594 - mmaction - INFO - Epoch [121][620/3757] lr: 5.490e-02, eta: 5 days, 3:24:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6320, loss_cls: 2.8069, loss: 2.8069, grad_norm: 2.7698 2020-07-29 04:36:41,432 - mmaction - INFO - Epoch [121][640/3757] lr: 5.490e-02, eta: 5 days, 3:24:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6430, loss_cls: 2.8015, loss: 2.8015, grad_norm: 2.7981 2020-07-29 04:36:57,193 - mmaction - INFO - Epoch [121][660/3757] lr: 5.490e-02, eta: 5 days, 3:23:44, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6492, loss_cls: 2.7376, loss: 2.7376, grad_norm: 2.7152 2020-07-29 04:37:13,017 - mmaction - INFO - Epoch [121][680/3757] lr: 5.490e-02, eta: 5 days, 3:23:14, time: 0.791, data_time: 0.007, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6117, loss_cls: 2.9049, loss: 2.9049, grad_norm: 2.6718 2020-07-29 04:37:33,618 - mmaction - INFO - Epoch [121][700/3757] lr: 5.490e-02, eta: 5 days, 3:23:23, time: 1.030, data_time: 0.204, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6477, loss_cls: 2.6851, loss: 2.6851, grad_norm: 2.6803 2020-07-29 04:37:49,880 - mmaction - INFO - Epoch [121][720/3757] lr: 5.490e-02, eta: 5 days, 3:22:56, time: 0.813, data_time: 0.020, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6234, loss_cls: 2.8483, loss: 2.8483, grad_norm: 2.7547 2020-07-29 04:38:06,188 - mmaction - INFO - Epoch [121][740/3757] lr: 5.490e-02, eta: 5 days, 3:22:29, time: 0.815, data_time: 0.025, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6461, loss_cls: 2.7423, loss: 2.7423, grad_norm: 2.7552 2020-07-29 04:38:22,302 - mmaction - INFO - Epoch [121][760/3757] lr: 5.490e-02, eta: 5 days, 3:22:01, time: 0.806, data_time: 0.015, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6383, loss_cls: 2.8215, loss: 2.8215, grad_norm: 2.8443 2020-07-29 04:38:38,230 - mmaction - INFO - Epoch [121][780/3757] lr: 5.490e-02, eta: 5 days, 3:21:31, time: 0.796, data_time: 0.007, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6289, loss_cls: 2.8579, loss: 2.8579, grad_norm: 2.7488 2020-07-29 04:38:54,003 - mmaction - INFO - Epoch [121][800/3757] lr: 5.490e-02, eta: 5 days, 3:21:00, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6320, loss_cls: 2.7190, loss: 2.7190, grad_norm: 2.6914 2020-07-29 04:39:09,835 - mmaction - INFO - Epoch [121][820/3757] lr: 5.490e-02, eta: 5 days, 3:20:29, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6234, loss_cls: 2.8387, loss: 2.8387, grad_norm: 2.7473 2020-07-29 04:39:29,782 - mmaction - INFO - Epoch [121][840/3757] lr: 5.490e-02, eta: 5 days, 3:20:33, time: 0.997, data_time: 0.135, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6500, loss_cls: 2.7760, loss: 2.7760, grad_norm: 2.6959 2020-07-29 04:39:48,135 - mmaction - INFO - Epoch [121][860/3757] lr: 5.490e-02, eta: 5 days, 3:20:24, time: 0.918, data_time: 0.128, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6461, loss_cls: 2.7406, loss: 2.7406, grad_norm: 2.7263 2020-07-29 04:40:04,528 - mmaction - INFO - Epoch [121][880/3757] lr: 5.490e-02, eta: 5 days, 3:19:58, time: 0.820, data_time: 0.019, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6117, loss_cls: 2.8552, loss: 2.8552, grad_norm: 2.8019 2020-07-29 04:40:20,327 - mmaction - INFO - Epoch [121][900/3757] lr: 5.490e-02, eta: 5 days, 3:19:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6484, loss_cls: 2.7225, loss: 2.7225, grad_norm: 2.7115 2020-07-29 04:40:36,449 - mmaction - INFO - Epoch [121][920/3757] lr: 5.490e-02, eta: 5 days, 3:18:59, time: 0.805, data_time: 0.018, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6258, loss_cls: 2.8654, loss: 2.8654, grad_norm: 2.7138 2020-07-29 04:40:52,222 - mmaction - INFO - Epoch [121][940/3757] lr: 5.490e-02, eta: 5 days, 3:18:28, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.8913, loss: 2.8913, grad_norm: 2.7549 2020-07-29 04:41:08,070 - mmaction - INFO - Epoch [121][960/3757] lr: 5.490e-02, eta: 5 days, 3:17:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6086, loss_cls: 2.9018, loss: 2.9018, grad_norm: 2.7704 2020-07-29 04:41:23,854 - mmaction - INFO - Epoch [121][980/3757] lr: 5.490e-02, eta: 5 days, 3:17:26, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6508, loss_cls: 2.7397, loss: 2.7397, grad_norm: 2.7352 2020-07-29 04:41:39,722 - mmaction - INFO - Epoch [121][1000/3757] lr: 5.490e-02, eta: 5 days, 3:16:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6297, loss_cls: 2.8190, loss: 2.8190, grad_norm: 2.8982 2020-07-29 04:41:55,527 - mmaction - INFO - Epoch [121][1020/3757] lr: 5.490e-02, eta: 5 days, 3:16:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6164, loss_cls: 2.7911, loss: 2.7911, grad_norm: 2.7510 2020-07-29 04:42:11,294 - mmaction - INFO - Epoch [121][1040/3757] lr: 5.490e-02, eta: 5 days, 3:15:54, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6195, loss_cls: 2.8382, loss: 2.8382, grad_norm: 2.7056 2020-07-29 04:42:27,085 - mmaction - INFO - Epoch [121][1060/3757] lr: 5.490e-02, eta: 5 days, 3:15:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6438, loss_cls: 2.7750, loss: 2.7750, grad_norm: 2.7860 2020-07-29 04:42:42,882 - mmaction - INFO - Epoch [121][1080/3757] lr: 5.490e-02, eta: 5 days, 3:14:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6367, loss_cls: 2.7577, loss: 2.7577, grad_norm: 2.7606 2020-07-29 04:42:58,616 - mmaction - INFO - Epoch [121][1100/3757] lr: 5.490e-02, eta: 5 days, 3:14:21, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6406, loss_cls: 2.7763, loss: 2.7763, grad_norm: 2.7318 2020-07-29 04:43:14,477 - mmaction - INFO - Epoch [121][1120/3757] lr: 5.490e-02, eta: 5 days, 3:13:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6438, loss_cls: 2.7138, loss: 2.7138, grad_norm: 2.7632 2020-07-29 04:43:30,275 - mmaction - INFO - Epoch [121][1140/3757] lr: 5.490e-02, eta: 5 days, 3:13:20, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6289, loss_cls: 2.8058, loss: 2.8058, grad_norm: 2.7543 2020-07-29 04:43:46,040 - mmaction - INFO - Epoch [121][1160/3757] lr: 5.490e-02, eta: 5 days, 3:12:49, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6438, loss_cls: 2.7426, loss: 2.7426, grad_norm: 2.7035 2020-07-29 04:44:01,784 - mmaction - INFO - Epoch [121][1180/3757] lr: 5.490e-02, eta: 5 days, 3:12:18, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6445, loss_cls: 2.7682, loss: 2.7682, grad_norm: 2.7565 2020-07-29 04:44:17,602 - mmaction - INFO - Epoch [121][1200/3757] lr: 5.490e-02, eta: 5 days, 3:11:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6430, loss_cls: 2.7336, loss: 2.7336, grad_norm: 2.7284 2020-07-29 04:44:33,419 - mmaction - INFO - Epoch [121][1220/3757] lr: 5.490e-02, eta: 5 days, 3:11:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6445, loss_cls: 2.7680, loss: 2.7680, grad_norm: 2.8226 2020-07-29 04:44:49,212 - mmaction - INFO - Epoch [121][1240/3757] lr: 5.490e-02, eta: 5 days, 3:10:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6227, loss_cls: 2.8113, loss: 2.8113, grad_norm: 2.7622 2020-07-29 04:45:05,047 - mmaction - INFO - Epoch [121][1260/3757] lr: 5.490e-02, eta: 5 days, 3:10:16, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6234, loss_cls: 2.8654, loss: 2.8654, grad_norm: 2.8665 2020-07-29 04:45:20,745 - mmaction - INFO - Epoch [121][1280/3757] lr: 5.490e-02, eta: 5 days, 3:09:44, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6203, loss_cls: 2.8272, loss: 2.8272, grad_norm: 2.6846 2020-07-29 04:45:36,542 - mmaction - INFO - Epoch [121][1300/3757] lr: 5.490e-02, eta: 5 days, 3:09:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6281, loss_cls: 2.7956, loss: 2.7956, grad_norm: 2.7820 2020-07-29 04:45:52,564 - mmaction - INFO - Epoch [121][1320/3757] lr: 5.490e-02, eta: 5 days, 3:08:45, time: 0.802, data_time: 0.016, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6352, loss_cls: 2.7263, loss: 2.7263, grad_norm: 2.7470 2020-07-29 04:46:08,407 - mmaction - INFO - Epoch [121][1340/3757] lr: 5.490e-02, eta: 5 days, 3:08:14, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6289, loss_cls: 2.8566, loss: 2.8566, grad_norm: 2.7885 2020-07-29 04:46:24,215 - mmaction - INFO - Epoch [121][1360/3757] lr: 5.490e-02, eta: 5 days, 3:07:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6227, loss_cls: 2.7859, loss: 2.7859, grad_norm: 2.7816 2020-07-29 04:46:40,006 - mmaction - INFO - Epoch [121][1380/3757] lr: 5.490e-02, eta: 5 days, 3:07:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6555, loss_cls: 2.7226, loss: 2.7226, grad_norm: 2.6802 2020-07-29 04:46:55,874 - mmaction - INFO - Epoch [121][1400/3757] lr: 5.490e-02, eta: 5 days, 3:06:43, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6391, loss_cls: 2.7747, loss: 2.7747, grad_norm: 2.7131 2020-07-29 04:47:11,654 - mmaction - INFO - Epoch [121][1420/3757] lr: 5.490e-02, eta: 5 days, 3:06:12, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.8689, loss: 2.8689, grad_norm: 2.8242 2020-07-29 04:47:27,577 - mmaction - INFO - Epoch [121][1440/3757] lr: 5.490e-02, eta: 5 days, 3:05:43, time: 0.797, data_time: 0.013, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6367, loss_cls: 2.7772, loss: 2.7772, grad_norm: 2.7876 2020-07-29 04:47:43,374 - mmaction - INFO - Epoch [121][1460/3757] lr: 5.490e-02, eta: 5 days, 3:05:12, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6508, loss_cls: 2.7026, loss: 2.7026, grad_norm: 2.7106 2020-07-29 04:47:59,255 - mmaction - INFO - Epoch [121][1480/3757] lr: 5.490e-02, eta: 5 days, 3:04:42, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6141, loss_cls: 2.8472, loss: 2.8472, grad_norm: 2.8270 2020-07-29 04:48:15,114 - mmaction - INFO - Epoch [121][1500/3757] lr: 5.490e-02, eta: 5 days, 3:04:12, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6461, loss_cls: 2.8101, loss: 2.8101, grad_norm: 2.7792 2020-07-29 04:48:31,035 - mmaction - INFO - Epoch [121][1520/3757] lr: 5.490e-02, eta: 5 days, 3:03:42, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6203, loss_cls: 2.8537, loss: 2.8537, grad_norm: 2.7774 2020-07-29 04:48:46,810 - mmaction - INFO - Epoch [121][1540/3757] lr: 5.490e-02, eta: 5 days, 3:03:12, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6328, loss_cls: 2.8657, loss: 2.8657, grad_norm: 2.7381 2020-07-29 04:49:02,565 - mmaction - INFO - Epoch [121][1560/3757] lr: 5.490e-02, eta: 5 days, 3:02:41, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6312, loss_cls: 2.7913, loss: 2.7913, grad_norm: 2.6726 2020-07-29 04:49:18,318 - mmaction - INFO - Epoch [121][1580/3757] lr: 5.490e-02, eta: 5 days, 3:02:10, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6578, loss_cls: 2.6623, loss: 2.6623, grad_norm: 2.7063 2020-07-29 04:49:34,134 - mmaction - INFO - Epoch [121][1600/3757] lr: 5.490e-02, eta: 5 days, 3:01:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6320, loss_cls: 2.7966, loss: 2.7966, grad_norm: 2.8274 2020-07-29 04:49:49,949 - mmaction - INFO - Epoch [121][1620/3757] lr: 5.490e-02, eta: 5 days, 3:01:09, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6344, loss_cls: 2.7273, loss: 2.7273, grad_norm: 2.7627 2020-07-29 04:50:05,805 - mmaction - INFO - Epoch [121][1640/3757] lr: 5.490e-02, eta: 5 days, 3:00:39, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6211, loss_cls: 2.8288, loss: 2.8288, grad_norm: 2.8596 2020-07-29 04:50:21,458 - mmaction - INFO - Epoch [121][1660/3757] lr: 5.490e-02, eta: 5 days, 3:00:07, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6484, loss_cls: 2.7262, loss: 2.7262, grad_norm: 2.8387 2020-07-29 04:50:37,253 - mmaction - INFO - Epoch [121][1680/3757] lr: 5.490e-02, eta: 5 days, 2:59:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6406, loss_cls: 2.7492, loss: 2.7492, grad_norm: 2.7509 2020-07-29 04:50:53,133 - mmaction - INFO - Epoch [121][1700/3757] lr: 5.490e-02, eta: 5 days, 2:59:07, time: 0.794, data_time: 0.009, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6438, loss_cls: 2.7781, loss: 2.7781, grad_norm: 2.8281 2020-07-29 04:51:08,920 - mmaction - INFO - Epoch [121][1720/3757] lr: 5.490e-02, eta: 5 days, 2:58:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6523, loss_cls: 2.7748, loss: 2.7748, grad_norm: 2.8731 2020-07-29 04:51:29,577 - mmaction - INFO - Epoch [121][1740/3757] lr: 5.490e-02, eta: 5 days, 2:58:46, time: 1.032, data_time: 0.209, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6461, loss_cls: 2.7447, loss: 2.7447, grad_norm: 2.7985 2020-07-29 04:51:45,775 - mmaction - INFO - Epoch [121][1760/3757] lr: 5.490e-02, eta: 5 days, 2:58:19, time: 0.810, data_time: 0.019, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6172, loss_cls: 2.8429, loss: 2.8429, grad_norm: 2.7521 2020-07-29 04:52:02,577 - mmaction - INFO - Epoch [121][1780/3757] lr: 5.490e-02, eta: 5 days, 2:57:57, time: 0.841, data_time: 0.036, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6477, loss_cls: 2.7379, loss: 2.7379, grad_norm: 2.7595 2020-07-29 04:52:18,875 - mmaction - INFO - Epoch [121][1800/3757] lr: 5.490e-02, eta: 5 days, 2:57:30, time: 0.814, data_time: 0.022, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6219, loss_cls: 2.8413, loss: 2.8413, grad_norm: 2.8336 2020-07-29 04:52:34,595 - mmaction - INFO - Epoch [121][1820/3757] lr: 5.490e-02, eta: 5 days, 2:56:59, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6562, loss_cls: 2.6602, loss: 2.6602, grad_norm: 2.7193 2020-07-29 04:52:50,376 - mmaction - INFO - Epoch [121][1840/3757] lr: 5.490e-02, eta: 5 days, 2:56:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6359, loss_cls: 2.7206, loss: 2.7206, grad_norm: 2.8156 2020-07-29 04:53:06,191 - mmaction - INFO - Epoch [121][1860/3757] lr: 5.490e-02, eta: 5 days, 2:55:58, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6203, loss_cls: 2.8763, loss: 2.8763, grad_norm: 2.7816 2020-07-29 04:53:22,092 - mmaction - INFO - Epoch [121][1880/3757] lr: 5.490e-02, eta: 5 days, 2:55:29, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6430, loss_cls: 2.7731, loss: 2.7731, grad_norm: 2.7554 2020-07-29 04:53:37,914 - mmaction - INFO - Epoch [121][1900/3757] lr: 5.490e-02, eta: 5 days, 2:54:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6078, loss_cls: 2.8493, loss: 2.8493, grad_norm: 2.8535 2020-07-29 04:53:53,652 - mmaction - INFO - Epoch [121][1920/3757] lr: 5.490e-02, eta: 5 days, 2:54:27, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6305, loss_cls: 2.7698, loss: 2.7698, grad_norm: 2.6806 2020-07-29 04:54:09,428 - mmaction - INFO - Epoch [121][1940/3757] lr: 5.490e-02, eta: 5 days, 2:53:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6273, loss_cls: 2.8607, loss: 2.8607, grad_norm: 2.7605 2020-07-29 04:54:25,263 - mmaction - INFO - Epoch [121][1960/3757] lr: 5.490e-02, eta: 5 days, 2:53:27, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6156, loss_cls: 2.8605, loss: 2.8605, grad_norm: 2.7217 2020-07-29 04:54:41,026 - mmaction - INFO - Epoch [121][1980/3757] lr: 5.490e-02, eta: 5 days, 2:52:56, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6391, loss_cls: 2.7391, loss: 2.7391, grad_norm: 2.7810 2020-07-29 04:54:57,027 - mmaction - INFO - Epoch [121][2000/3757] lr: 5.490e-02, eta: 5 days, 2:52:27, time: 0.800, data_time: 0.013, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6023, loss_cls: 2.8883, loss: 2.8883, grad_norm: 2.7834 2020-07-29 04:55:12,856 - mmaction - INFO - Epoch [121][2020/3757] lr: 5.490e-02, eta: 5 days, 2:51:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6570, loss_cls: 2.6756, loss: 2.6756, grad_norm: 2.7197 2020-07-29 04:55:28,791 - mmaction - INFO - Epoch [121][2040/3757] lr: 5.490e-02, eta: 5 days, 2:51:28, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6164, loss_cls: 2.8335, loss: 2.8335, grad_norm: 2.8422 2020-07-29 04:55:44,568 - mmaction - INFO - Epoch [121][2060/3757] lr: 5.490e-02, eta: 5 days, 2:50:58, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6375, loss_cls: 2.8050, loss: 2.8050, grad_norm: 2.7810 2020-07-29 04:56:00,335 - mmaction - INFO - Epoch [121][2080/3757] lr: 5.490e-02, eta: 5 days, 2:50:27, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6312, loss_cls: 2.8151, loss: 2.8151, grad_norm: 2.7747 2020-07-29 04:56:16,104 - mmaction - INFO - Epoch [121][2100/3757] lr: 5.490e-02, eta: 5 days, 2:49:56, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6211, loss_cls: 2.8526, loss: 2.8526, grad_norm: 2.7890 2020-07-29 04:56:32,216 - mmaction - INFO - Epoch [121][2120/3757] lr: 5.490e-02, eta: 5 days, 2:49:29, time: 0.805, data_time: 0.018, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6195, loss_cls: 2.8454, loss: 2.8454, grad_norm: 2.6987 2020-07-29 04:56:48,431 - mmaction - INFO - Epoch [121][2140/3757] lr: 5.490e-02, eta: 5 days, 2:49:02, time: 0.811, data_time: 0.023, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6406, loss_cls: 2.7639, loss: 2.7639, grad_norm: 2.7760 2020-07-29 04:57:04,532 - mmaction - INFO - Epoch [121][2160/3757] lr: 5.490e-02, eta: 5 days, 2:48:34, time: 0.804, data_time: 0.019, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6125, loss_cls: 2.7947, loss: 2.7947, grad_norm: 2.7543 2020-07-29 04:57:20,726 - mmaction - INFO - Epoch [121][2180/3757] lr: 5.490e-02, eta: 5 days, 2:48:07, time: 0.810, data_time: 0.023, memory: 6192, top1_acc: 0.3430, top5_acc: 0.6078, loss_cls: 2.9403, loss: 2.9403, grad_norm: 2.7630 2020-07-29 04:57:36,486 - mmaction - INFO - Epoch [121][2200/3757] lr: 5.490e-02, eta: 5 days, 2:47:36, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6227, loss_cls: 2.8055, loss: 2.8055, grad_norm: 2.7141 2020-07-29 04:57:52,305 - mmaction - INFO - Epoch [121][2220/3757] lr: 5.490e-02, eta: 5 days, 2:47:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.7794, loss: 2.7794, grad_norm: 2.8005 2020-07-29 04:58:08,654 - mmaction - INFO - Epoch [121][2240/3757] lr: 5.490e-02, eta: 5 days, 2:46:40, time: 0.817, data_time: 0.030, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6234, loss_cls: 2.8255, loss: 2.8255, grad_norm: 2.8222 2020-07-29 04:58:31,571 - mmaction - INFO - Epoch [121][2260/3757] lr: 5.490e-02, eta: 5 days, 2:47:01, time: 1.103, data_time: 0.250, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6312, loss_cls: 2.7946, loss: 2.7946, grad_norm: 2.8697 2020-07-29 04:58:47,689 - mmaction - INFO - Epoch [121][2280/3757] lr: 5.490e-02, eta: 5 days, 2:46:40, time: 0.848, data_time: 0.058, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6391, loss_cls: 2.8016, loss: 2.8016, grad_norm: 2.7851 2020-07-29 04:59:03,745 - mmaction - INFO - Epoch [121][2300/3757] lr: 5.490e-02, eta: 5 days, 2:46:12, time: 0.803, data_time: 0.015, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6398, loss_cls: 2.7598, loss: 2.7598, grad_norm: 2.8383 2020-07-29 04:59:20,045 - mmaction - INFO - Epoch [121][2320/3757] lr: 5.490e-02, eta: 5 days, 2:45:46, time: 0.815, data_time: 0.024, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6172, loss_cls: 2.8313, loss: 2.8313, grad_norm: 2.8346 2020-07-29 04:59:36,227 - mmaction - INFO - Epoch [121][2340/3757] lr: 5.490e-02, eta: 5 days, 2:45:19, time: 0.809, data_time: 0.019, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6195, loss_cls: 2.8757, loss: 2.8757, grad_norm: 2.8752 2020-07-29 04:59:52,061 - mmaction - INFO - Epoch [121][2360/3757] lr: 5.490e-02, eta: 5 days, 2:44:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6289, loss_cls: 2.8025, loss: 2.8025, grad_norm: 2.7742 2020-07-29 05:00:17,121 - mmaction - INFO - Epoch [121][2380/3757] lr: 5.490e-02, eta: 5 days, 2:45:32, time: 1.238, data_time: 0.006, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6188, loss_cls: 2.8221, loss: 2.8221, grad_norm: 2.7935 2020-07-29 05:00:33,219 - mmaction - INFO - Epoch [121][2400/3757] lr: 5.490e-02, eta: 5 days, 2:45:06, time: 0.821, data_time: 0.036, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6461, loss_cls: 2.7388, loss: 2.7388, grad_norm: 2.7609 2020-07-29 05:00:49,423 - mmaction - INFO - Epoch [121][2420/3757] lr: 5.490e-02, eta: 5 days, 2:44:39, time: 0.810, data_time: 0.019, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6188, loss_cls: 2.8583, loss: 2.8583, grad_norm: 2.8099 2020-07-29 05:01:05,625 - mmaction - INFO - Epoch [121][2440/3757] lr: 5.490e-02, eta: 5 days, 2:44:12, time: 0.810, data_time: 0.025, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6422, loss_cls: 2.7773, loss: 2.7773, grad_norm: 2.7995 2020-07-29 05:01:21,677 - mmaction - INFO - Epoch [121][2460/3757] lr: 5.490e-02, eta: 5 days, 2:43:44, time: 0.804, data_time: 0.014, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6406, loss_cls: 2.8012, loss: 2.8012, grad_norm: 2.8077 2020-07-29 05:01:37,495 - mmaction - INFO - Epoch [121][2480/3757] lr: 5.490e-02, eta: 5 days, 2:43:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6102, loss_cls: 2.9325, loss: 2.9325, grad_norm: 2.7203 2020-07-29 05:01:53,749 - mmaction - INFO - Epoch [121][2500/3757] lr: 5.490e-02, eta: 5 days, 2:42:48, time: 0.812, data_time: 0.023, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6477, loss_cls: 2.7719, loss: 2.7719, grad_norm: 2.7743 2020-07-29 05:02:09,624 - mmaction - INFO - Epoch [121][2520/3757] lr: 5.490e-02, eta: 5 days, 2:42:18, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6352, loss_cls: 2.7859, loss: 2.7859, grad_norm: 2.7816 2020-07-29 05:02:25,766 - mmaction - INFO - Epoch [121][2540/3757] lr: 5.490e-02, eta: 5 days, 2:41:51, time: 0.807, data_time: 0.021, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6344, loss_cls: 2.7896, loss: 2.7896, grad_norm: 2.7955 2020-07-29 05:02:41,884 - mmaction - INFO - Epoch [121][2560/3757] lr: 5.490e-02, eta: 5 days, 2:41:23, time: 0.806, data_time: 0.022, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6195, loss_cls: 2.8741, loss: 2.8741, grad_norm: 2.7829 2020-07-29 05:02:58,021 - mmaction - INFO - Epoch [121][2580/3757] lr: 5.490e-02, eta: 5 days, 2:40:56, time: 0.806, data_time: 0.018, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6297, loss_cls: 2.7929, loss: 2.7929, grad_norm: 2.7674 2020-07-29 05:03:14,126 - mmaction - INFO - Epoch [121][2600/3757] lr: 5.490e-02, eta: 5 days, 2:40:28, time: 0.806, data_time: 0.022, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6461, loss_cls: 2.8662, loss: 2.8662, grad_norm: 2.7805 2020-07-29 05:03:29,904 - mmaction - INFO - Epoch [121][2620/3757] lr: 5.490e-02, eta: 5 days, 2:39:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6336, loss_cls: 2.8262, loss: 2.8262, grad_norm: 2.7058 2020-07-29 05:03:45,690 - mmaction - INFO - Epoch [121][2640/3757] lr: 5.490e-02, eta: 5 days, 2:39:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6617, loss_cls: 2.7174, loss: 2.7174, grad_norm: 2.7767 2020-07-29 05:04:01,453 - mmaction - INFO - Epoch [121][2660/3757] lr: 5.490e-02, eta: 5 days, 2:38:57, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6430, loss_cls: 2.7990, loss: 2.7990, grad_norm: 2.7886 2020-07-29 05:04:17,326 - mmaction - INFO - Epoch [121][2680/3757] lr: 5.490e-02, eta: 5 days, 2:38:28, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6234, loss_cls: 2.7747, loss: 2.7747, grad_norm: 2.7752 2020-07-29 05:04:33,138 - mmaction - INFO - Epoch [121][2700/3757] lr: 5.490e-02, eta: 5 days, 2:37:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6578, loss_cls: 2.7132, loss: 2.7132, grad_norm: 2.6725 2020-07-29 05:04:48,987 - mmaction - INFO - Epoch [121][2720/3757] lr: 5.490e-02, eta: 5 days, 2:37:28, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.6752, loss: 2.6752, grad_norm: 2.6309 2020-07-29 05:05:04,839 - mmaction - INFO - Epoch [121][2740/3757] lr: 5.490e-02, eta: 5 days, 2:36:58, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6250, loss_cls: 2.7963, loss: 2.7963, grad_norm: 2.7328 2020-07-29 05:05:21,109 - mmaction - INFO - Epoch [121][2760/3757] lr: 5.490e-02, eta: 5 days, 2:36:32, time: 0.814, data_time: 0.031, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6273, loss_cls: 2.7547, loss: 2.7547, grad_norm: 2.7227 2020-07-29 05:05:37,021 - mmaction - INFO - Epoch [121][2780/3757] lr: 5.490e-02, eta: 5 days, 2:36:03, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6555, loss_cls: 2.6635, loss: 2.6635, grad_norm: 2.7652 2020-07-29 05:05:52,830 - mmaction - INFO - Epoch [121][2800/3757] lr: 5.490e-02, eta: 5 days, 2:35:33, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6469, loss_cls: 2.8059, loss: 2.8059, grad_norm: 2.8639 2020-07-29 05:06:08,702 - mmaction - INFO - Epoch [121][2820/3757] lr: 5.490e-02, eta: 5 days, 2:35:04, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.8627, loss: 2.8627, grad_norm: 2.8246 2020-07-29 05:06:24,489 - mmaction - INFO - Epoch [121][2840/3757] lr: 5.490e-02, eta: 5 days, 2:34:33, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6211, loss_cls: 2.8656, loss: 2.8656, grad_norm: 2.7824 2020-07-29 05:06:40,320 - mmaction - INFO - Epoch [121][2860/3757] lr: 5.490e-02, eta: 5 days, 2:34:03, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6242, loss_cls: 2.8616, loss: 2.8616, grad_norm: 2.7849 2020-07-29 05:06:56,162 - mmaction - INFO - Epoch [121][2880/3757] lr: 5.490e-02, eta: 5 days, 2:33:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6172, loss_cls: 2.8256, loss: 2.8256, grad_norm: 2.7382 2020-07-29 05:07:11,963 - mmaction - INFO - Epoch [121][2900/3757] lr: 5.490e-02, eta: 5 days, 2:33:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6586, loss_cls: 2.7269, loss: 2.7269, grad_norm: 2.7065 2020-07-29 05:07:27,734 - mmaction - INFO - Epoch [121][2920/3757] lr: 5.490e-02, eta: 5 days, 2:32:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6445, loss_cls: 2.7520, loss: 2.7520, grad_norm: 2.6831 2020-07-29 05:07:43,628 - mmaction - INFO - Epoch [121][2940/3757] lr: 5.490e-02, eta: 5 days, 2:32:04, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6617, loss_cls: 2.6163, loss: 2.6163, grad_norm: 2.7500 2020-07-29 05:07:59,337 - mmaction - INFO - Epoch [121][2960/3757] lr: 5.490e-02, eta: 5 days, 2:31:34, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6219, loss_cls: 2.8282, loss: 2.8282, grad_norm: 2.7925 2020-07-29 05:08:15,189 - mmaction - INFO - Epoch [121][2980/3757] lr: 5.490e-02, eta: 5 days, 2:31:04, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6352, loss_cls: 2.7892, loss: 2.7892, grad_norm: 2.7620 2020-07-29 05:08:30,998 - mmaction - INFO - Epoch [121][3000/3757] lr: 5.490e-02, eta: 5 days, 2:30:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6195, loss_cls: 2.8329, loss: 2.8329, grad_norm: 2.6955 2020-07-29 05:08:46,700 - mmaction - INFO - Epoch [121][3020/3757] lr: 5.490e-02, eta: 5 days, 2:30:03, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6477, loss_cls: 2.7238, loss: 2.7238, grad_norm: 2.7677 2020-07-29 05:09:02,618 - mmaction - INFO - Epoch [121][3040/3757] lr: 5.490e-02, eta: 5 days, 2:29:34, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6297, loss_cls: 2.8177, loss: 2.8177, grad_norm: 2.7795 2020-07-29 05:09:18,444 - mmaction - INFO - Epoch [121][3060/3757] lr: 5.490e-02, eta: 5 days, 2:29:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6242, loss_cls: 2.8297, loss: 2.8297, grad_norm: 2.7777 2020-07-29 05:09:34,244 - mmaction - INFO - Epoch [121][3080/3757] lr: 5.490e-02, eta: 5 days, 2:28:35, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6547, loss_cls: 2.7325, loss: 2.7325, grad_norm: 2.7416 2020-07-29 05:09:50,044 - mmaction - INFO - Epoch [121][3100/3757] lr: 5.490e-02, eta: 5 days, 2:28:05, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.8259, loss: 2.8259, grad_norm: 2.7821 2020-07-29 05:10:05,831 - mmaction - INFO - Epoch [121][3120/3757] lr: 5.490e-02, eta: 5 days, 2:27:35, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6383, loss_cls: 2.7571, loss: 2.7571, grad_norm: 2.8924 2020-07-29 05:10:21,561 - mmaction - INFO - Epoch [121][3140/3757] lr: 5.490e-02, eta: 5 days, 2:27:04, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6391, loss_cls: 2.7809, loss: 2.7809, grad_norm: 2.7868 2020-07-29 05:10:37,389 - mmaction - INFO - Epoch [121][3160/3757] lr: 5.490e-02, eta: 5 days, 2:26:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6414, loss_cls: 2.7610, loss: 2.7610, grad_norm: 2.8270 2020-07-29 05:10:53,215 - mmaction - INFO - Epoch [121][3180/3757] lr: 5.490e-02, eta: 5 days, 2:26:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6227, loss_cls: 2.8597, loss: 2.8597, grad_norm: 2.8103 2020-07-29 05:11:09,057 - mmaction - INFO - Epoch [121][3200/3757] lr: 5.490e-02, eta: 5 days, 2:25:35, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6359, loss_cls: 2.8262, loss: 2.8262, grad_norm: 2.7992 2020-07-29 05:11:24,883 - mmaction - INFO - Epoch [121][3220/3757] lr: 5.490e-02, eta: 5 days, 2:25:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6320, loss_cls: 2.8137, loss: 2.8137, grad_norm: 2.7655 2020-07-29 05:11:40,649 - mmaction - INFO - Epoch [121][3240/3757] lr: 5.490e-02, eta: 5 days, 2:24:36, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6133, loss_cls: 2.8496, loss: 2.8496, grad_norm: 2.7755 2020-07-29 05:11:56,488 - mmaction - INFO - Epoch [121][3260/3757] lr: 5.490e-02, eta: 5 days, 2:24:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6391, loss_cls: 2.7642, loss: 2.7642, grad_norm: 2.7972 2020-07-29 05:12:12,246 - mmaction - INFO - Epoch [121][3280/3757] lr: 5.490e-02, eta: 5 days, 2:23:36, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6398, loss_cls: 2.7732, loss: 2.7732, grad_norm: 2.9085 2020-07-29 05:12:28,061 - mmaction - INFO - Epoch [121][3300/3757] lr: 5.490e-02, eta: 5 days, 2:23:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6281, loss_cls: 2.8361, loss: 2.8361, grad_norm: 2.7494 2020-07-29 05:12:43,790 - mmaction - INFO - Epoch [121][3320/3757] lr: 5.490e-02, eta: 5 days, 2:22:36, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6242, loss_cls: 2.8326, loss: 2.8326, grad_norm: 2.7854 2020-07-29 05:12:59,645 - mmaction - INFO - Epoch [121][3340/3757] lr: 5.490e-02, eta: 5 days, 2:22:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6062, loss_cls: 2.9517, loss: 2.9517, grad_norm: 2.8174 2020-07-29 05:13:15,454 - mmaction - INFO - Epoch [121][3360/3757] lr: 5.490e-02, eta: 5 days, 2:21:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6242, loss_cls: 2.8302, loss: 2.8302, grad_norm: 2.7551 2020-07-29 05:13:31,281 - mmaction - INFO - Epoch [121][3380/3757] lr: 5.490e-02, eta: 5 days, 2:21:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6336, loss_cls: 2.8168, loss: 2.8168, grad_norm: 2.7510 2020-07-29 05:13:47,104 - mmaction - INFO - Epoch [121][3400/3757] lr: 5.490e-02, eta: 5 days, 2:20:38, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6547, loss_cls: 2.7290, loss: 2.7290, grad_norm: 2.7150 2020-07-29 05:14:02,957 - mmaction - INFO - Epoch [121][3420/3757] lr: 5.490e-02, eta: 5 days, 2:20:08, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6203, loss_cls: 2.8758, loss: 2.8758, grad_norm: 2.7275 2020-07-29 05:14:18,718 - mmaction - INFO - Epoch [121][3440/3757] lr: 5.490e-02, eta: 5 days, 2:19:38, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6258, loss_cls: 2.8276, loss: 2.8276, grad_norm: 2.7103 2020-07-29 05:14:34,487 - mmaction - INFO - Epoch [121][3460/3757] lr: 5.490e-02, eta: 5 days, 2:19:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6383, loss_cls: 2.7541, loss: 2.7541, grad_norm: 2.7060 2020-07-29 05:14:50,269 - mmaction - INFO - Epoch [121][3480/3757] lr: 5.490e-02, eta: 5 days, 2:18:38, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6359, loss_cls: 2.7712, loss: 2.7712, grad_norm: 2.7727 2020-07-29 05:15:06,120 - mmaction - INFO - Epoch [121][3500/3757] lr: 5.490e-02, eta: 5 days, 2:18:09, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6180, loss_cls: 2.8356, loss: 2.8356, grad_norm: 2.8279 2020-07-29 05:15:21,844 - mmaction - INFO - Epoch [121][3520/3757] lr: 5.490e-02, eta: 5 days, 2:17:38, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6547, loss_cls: 2.7534, loss: 2.7534, grad_norm: 2.7231 2020-07-29 05:15:37,647 - mmaction - INFO - Epoch [121][3540/3757] lr: 5.490e-02, eta: 5 days, 2:17:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3594, top5_acc: 0.5914, loss_cls: 2.9077, loss: 2.9077, grad_norm: 2.8384 2020-07-29 05:15:53,526 - mmaction - INFO - Epoch [121][3560/3757] lr: 5.490e-02, eta: 5 days, 2:16:40, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6156, loss_cls: 2.8773, loss: 2.8773, grad_norm: 2.7257 2020-07-29 05:16:09,312 - mmaction - INFO - Epoch [121][3580/3757] lr: 5.490e-02, eta: 5 days, 2:16:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3453, top5_acc: 0.5992, loss_cls: 2.9053, loss: 2.9053, grad_norm: 2.7141 2020-07-29 05:16:25,118 - mmaction - INFO - Epoch [121][3600/3757] lr: 5.490e-02, eta: 5 days, 2:15:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6047, loss_cls: 2.9097, loss: 2.9097, grad_norm: 2.7967 2020-07-29 05:16:40,868 - mmaction - INFO - Epoch [121][3620/3757] lr: 5.490e-02, eta: 5 days, 2:15:10, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6211, loss_cls: 2.8333, loss: 2.8333, grad_norm: 2.7807 2020-07-29 05:16:56,681 - mmaction - INFO - Epoch [121][3640/3757] lr: 5.490e-02, eta: 5 days, 2:14:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6414, loss_cls: 2.7471, loss: 2.7471, grad_norm: 2.8362 2020-07-29 05:17:12,557 - mmaction - INFO - Epoch [121][3660/3757] lr: 5.490e-02, eta: 5 days, 2:14:11, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6273, loss_cls: 2.8255, loss: 2.8255, grad_norm: 2.7722 2020-07-29 05:17:28,311 - mmaction - INFO - Epoch [121][3680/3757] lr: 5.490e-02, eta: 5 days, 2:13:41, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6367, loss_cls: 2.7617, loss: 2.7617, grad_norm: 2.7123 2020-07-29 05:17:44,143 - mmaction - INFO - Epoch [121][3700/3757] lr: 5.490e-02, eta: 5 days, 2:13:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6477, loss_cls: 2.7360, loss: 2.7360, grad_norm: 2.8168 2020-07-29 05:17:59,968 - mmaction - INFO - Epoch [121][3720/3757] lr: 5.490e-02, eta: 5 days, 2:12:42, time: 0.790, data_time: 0.007, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6000, loss_cls: 2.8957, loss: 2.8957, grad_norm: 2.7903 2020-07-29 05:18:15,681 - mmaction - INFO - Epoch [121][3740/3757] lr: 5.490e-02, eta: 5 days, 2:12:12, time: 0.787, data_time: 0.005, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6148, loss_cls: 2.8549, loss: 2.8549, grad_norm: 2.7836 2020-07-29 05:22:41,612 - mmaction - INFO - Epoch [122][20/3757] lr: 5.429e-02, eta: 5 days, 2:38:37, time: 11.786, data_time: 10.885, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 2.8762, loss: 2.8762, grad_norm: 2.7466 2020-07-29 05:22:57,441 - mmaction - INFO - Epoch [122][40/3757] lr: 5.429e-02, eta: 5 days, 2:38:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6664, loss_cls: 2.6665, loss: 2.6665, grad_norm: 2.6840 2020-07-29 05:23:13,149 - mmaction - INFO - Epoch [122][60/3757] lr: 5.429e-02, eta: 5 days, 2:37:36, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6312, loss_cls: 2.8583, loss: 2.8583, grad_norm: 2.7838 2020-07-29 05:23:28,966 - mmaction - INFO - Epoch [122][80/3757] lr: 5.429e-02, eta: 5 days, 2:37:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6453, loss_cls: 2.7403, loss: 2.7403, grad_norm: 2.7770 2020-07-29 05:23:44,801 - mmaction - INFO - Epoch [122][100/3757] lr: 5.429e-02, eta: 5 days, 2:36:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6555, loss_cls: 2.7599, loss: 2.7599, grad_norm: 2.7718 2020-07-29 05:24:00,647 - mmaction - INFO - Epoch [122][120/3757] lr: 5.429e-02, eta: 5 days, 2:36:06, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6312, loss_cls: 2.8026, loss: 2.8026, grad_norm: 2.7542 2020-07-29 05:24:16,477 - mmaction - INFO - Epoch [122][140/3757] lr: 5.429e-02, eta: 5 days, 2:35:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6383, loss_cls: 2.7481, loss: 2.7481, grad_norm: 2.7004 2020-07-29 05:24:32,292 - mmaction - INFO - Epoch [122][160/3757] lr: 5.429e-02, eta: 5 days, 2:35:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6344, loss_cls: 2.7802, loss: 2.7802, grad_norm: 2.6835 2020-07-29 05:24:48,149 - mmaction - INFO - Epoch [122][180/3757] lr: 5.429e-02, eta: 5 days, 2:34:36, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6500, loss_cls: 2.7027, loss: 2.7027, grad_norm: 2.7520 2020-07-29 05:25:04,076 - mmaction - INFO - Epoch [122][200/3757] lr: 5.429e-02, eta: 5 days, 2:34:07, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6273, loss_cls: 2.8307, loss: 2.8307, grad_norm: 2.8605 2020-07-29 05:25:19,837 - mmaction - INFO - Epoch [122][220/3757] lr: 5.429e-02, eta: 5 days, 2:33:37, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6430, loss_cls: 2.8076, loss: 2.8076, grad_norm: 2.7902 2020-07-29 05:25:35,643 - mmaction - INFO - Epoch [122][240/3757] lr: 5.429e-02, eta: 5 days, 2:33:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6461, loss_cls: 2.7572, loss: 2.7572, grad_norm: 2.7170 2020-07-29 05:25:51,496 - mmaction - INFO - Epoch [122][260/3757] lr: 5.429e-02, eta: 5 days, 2:32:37, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6531, loss_cls: 2.7635, loss: 2.7635, grad_norm: 2.7869 2020-07-29 05:26:07,397 - mmaction - INFO - Epoch [122][280/3757] lr: 5.429e-02, eta: 5 days, 2:32:08, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6352, loss_cls: 2.7858, loss: 2.7858, grad_norm: 2.8314 2020-07-29 05:26:23,238 - mmaction - INFO - Epoch [122][300/3757] lr: 5.429e-02, eta: 5 days, 2:31:38, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6242, loss_cls: 2.8369, loss: 2.8369, grad_norm: 2.8426 2020-07-29 05:26:39,058 - mmaction - INFO - Epoch [122][320/3757] lr: 5.429e-02, eta: 5 days, 2:31:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6352, loss_cls: 2.7926, loss: 2.7926, grad_norm: 2.8041 2020-07-29 05:26:54,861 - mmaction - INFO - Epoch [122][340/3757] lr: 5.429e-02, eta: 5 days, 2:30:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6344, loss_cls: 2.7796, loss: 2.7796, grad_norm: 2.8365 2020-07-29 05:27:10,730 - mmaction - INFO - Epoch [122][360/3757] lr: 5.429e-02, eta: 5 days, 2:30:09, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6203, loss_cls: 2.7717, loss: 2.7717, grad_norm: 2.7610 2020-07-29 05:27:26,507 - mmaction - INFO - Epoch [122][380/3757] lr: 5.429e-02, eta: 5 days, 2:29:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6367, loss_cls: 2.7265, loss: 2.7265, grad_norm: 2.7625 2020-07-29 05:27:42,280 - mmaction - INFO - Epoch [122][400/3757] lr: 5.429e-02, eta: 5 days, 2:29:08, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6180, loss_cls: 2.8451, loss: 2.8451, grad_norm: 2.7352 2020-07-29 05:27:58,057 - mmaction - INFO - Epoch [122][420/3757] lr: 5.429e-02, eta: 5 days, 2:28:38, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6234, loss_cls: 2.8159, loss: 2.8159, grad_norm: 2.6969 2020-07-29 05:28:13,798 - mmaction - INFO - Epoch [122][440/3757] lr: 5.429e-02, eta: 5 days, 2:28:08, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6508, loss_cls: 2.6863, loss: 2.6863, grad_norm: 2.7541 2020-07-29 05:28:29,627 - mmaction - INFO - Epoch [122][460/3757] lr: 5.429e-02, eta: 5 days, 2:27:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6453, loss_cls: 2.7331, loss: 2.7331, grad_norm: 2.7879 2020-07-29 05:28:45,441 - mmaction - INFO - Epoch [122][480/3757] lr: 5.429e-02, eta: 5 days, 2:27:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6086, loss_cls: 2.8725, loss: 2.8725, grad_norm: 2.7989 2020-07-29 05:29:01,517 - mmaction - INFO - Epoch [122][500/3757] lr: 5.429e-02, eta: 5 days, 2:26:40, time: 0.804, data_time: 0.016, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6258, loss_cls: 2.8068, loss: 2.8068, grad_norm: 2.7122 2020-07-29 05:29:17,333 - mmaction - INFO - Epoch [122][520/3757] lr: 5.429e-02, eta: 5 days, 2:26:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6258, loss_cls: 2.7169, loss: 2.7169, grad_norm: 2.6392 2020-07-29 05:29:33,185 - mmaction - INFO - Epoch [122][540/3757] lr: 5.429e-02, eta: 5 days, 2:25:41, time: 0.793, data_time: 0.007, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6539, loss_cls: 2.6593, loss: 2.6593, grad_norm: 2.8219 2020-07-29 05:29:49,032 - mmaction - INFO - Epoch [122][560/3757] lr: 5.429e-02, eta: 5 days, 2:25:11, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6188, loss_cls: 2.8449, loss: 2.8449, grad_norm: 2.7697 2020-07-29 05:30:04,884 - mmaction - INFO - Epoch [122][580/3757] lr: 5.429e-02, eta: 5 days, 2:24:42, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6430, loss_cls: 2.7063, loss: 2.7063, grad_norm: 2.7414 2020-07-29 05:30:20,574 - mmaction - INFO - Epoch [122][600/3757] lr: 5.429e-02, eta: 5 days, 2:24:11, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6172, loss_cls: 2.8550, loss: 2.8550, grad_norm: 2.7249 2020-07-29 05:30:36,366 - mmaction - INFO - Epoch [122][620/3757] lr: 5.429e-02, eta: 5 days, 2:23:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6344, loss_cls: 2.7763, loss: 2.7763, grad_norm: 2.8474 2020-07-29 05:30:52,125 - mmaction - INFO - Epoch [122][640/3757] lr: 5.429e-02, eta: 5 days, 2:23:11, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6398, loss_cls: 2.7683, loss: 2.7683, grad_norm: 2.7663 2020-07-29 05:31:07,923 - mmaction - INFO - Epoch [122][660/3757] lr: 5.429e-02, eta: 5 days, 2:22:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6305, loss_cls: 2.7691, loss: 2.7691, grad_norm: 2.7537 2020-07-29 05:31:23,722 - mmaction - INFO - Epoch [122][680/3757] lr: 5.429e-02, eta: 5 days, 2:22:11, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6469, loss_cls: 2.7608, loss: 2.7608, grad_norm: 2.7755 2020-07-29 05:31:39,538 - mmaction - INFO - Epoch [122][700/3757] lr: 5.429e-02, eta: 5 days, 2:21:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6398, loss_cls: 2.7859, loss: 2.7859, grad_norm: 2.8194 2020-07-29 05:31:55,374 - mmaction - INFO - Epoch [122][720/3757] lr: 5.429e-02, eta: 5 days, 2:21:11, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6445, loss_cls: 2.7413, loss: 2.7413, grad_norm: 2.7639 2020-07-29 05:32:11,189 - mmaction - INFO - Epoch [122][740/3757] lr: 5.429e-02, eta: 5 days, 2:20:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6281, loss_cls: 2.8381, loss: 2.8381, grad_norm: 2.7734 2020-07-29 05:32:26,971 - mmaction - INFO - Epoch [122][760/3757] lr: 5.429e-02, eta: 5 days, 2:20:11, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6227, loss_cls: 2.7944, loss: 2.7944, grad_norm: 2.7557 2020-07-29 05:32:42,744 - mmaction - INFO - Epoch [122][780/3757] lr: 5.429e-02, eta: 5 days, 2:19:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6227, loss_cls: 2.8529, loss: 2.8529, grad_norm: 2.8082 2020-07-29 05:32:58,579 - mmaction - INFO - Epoch [122][800/3757] lr: 5.429e-02, eta: 5 days, 2:19:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6625, loss_cls: 2.6360, loss: 2.6360, grad_norm: 2.6915 2020-07-29 05:33:14,466 - mmaction - INFO - Epoch [122][820/3757] lr: 5.429e-02, eta: 5 days, 2:18:43, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6102, loss_cls: 2.8504, loss: 2.8504, grad_norm: 2.8290 2020-07-29 05:33:30,291 - mmaction - INFO - Epoch [122][840/3757] lr: 5.429e-02, eta: 5 days, 2:18:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6305, loss_cls: 2.7416, loss: 2.7416, grad_norm: 2.7441 2020-07-29 05:33:46,184 - mmaction - INFO - Epoch [122][860/3757] lr: 5.429e-02, eta: 5 days, 2:17:44, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6641, loss_cls: 2.6342, loss: 2.6342, grad_norm: 2.7999 2020-07-29 05:34:01,981 - mmaction - INFO - Epoch [122][880/3757] lr: 5.429e-02, eta: 5 days, 2:17:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6227, loss_cls: 2.8042, loss: 2.8042, grad_norm: 2.8347 2020-07-29 05:34:17,759 - mmaction - INFO - Epoch [122][900/3757] lr: 5.429e-02, eta: 5 days, 2:16:44, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6250, loss_cls: 2.7576, loss: 2.7576, grad_norm: 2.7114 2020-07-29 05:34:33,625 - mmaction - INFO - Epoch [122][920/3757] lr: 5.429e-02, eta: 5 days, 2:16:15, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6609, loss_cls: 2.6871, loss: 2.6871, grad_norm: 2.7937 2020-07-29 05:34:49,469 - mmaction - INFO - Epoch [122][940/3757] lr: 5.429e-02, eta: 5 days, 2:15:45, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6273, loss_cls: 2.8200, loss: 2.8200, grad_norm: 2.8335 2020-07-29 05:35:05,274 - mmaction - INFO - Epoch [122][960/3757] lr: 5.429e-02, eta: 5 days, 2:15:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6414, loss_cls: 2.7919, loss: 2.7919, grad_norm: 2.8195 2020-07-29 05:35:20,968 - mmaction - INFO - Epoch [122][980/3757] lr: 5.429e-02, eta: 5 days, 2:14:45, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6336, loss_cls: 2.7967, loss: 2.7967, grad_norm: 2.8307 2020-07-29 05:35:36,831 - mmaction - INFO - Epoch [122][1000/3757] lr: 5.429e-02, eta: 5 days, 2:14:16, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6367, loss_cls: 2.7944, loss: 2.7944, grad_norm: 2.8043 2020-07-29 05:35:52,773 - mmaction - INFO - Epoch [122][1020/3757] lr: 5.429e-02, eta: 5 days, 2:13:47, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6172, loss_cls: 2.8871, loss: 2.8871, grad_norm: 2.8484 2020-07-29 05:36:08,450 - mmaction - INFO - Epoch [122][1040/3757] lr: 5.429e-02, eta: 5 days, 2:13:16, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6414, loss_cls: 2.7321, loss: 2.7321, grad_norm: 2.7360 2020-07-29 05:36:24,336 - mmaction - INFO - Epoch [122][1060/3757] lr: 5.429e-02, eta: 5 days, 2:12:47, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6445, loss_cls: 2.7366, loss: 2.7366, grad_norm: 2.8208 2020-07-29 05:36:40,160 - mmaction - INFO - Epoch [122][1080/3757] lr: 5.429e-02, eta: 5 days, 2:12:18, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6461, loss_cls: 2.7421, loss: 2.7421, grad_norm: 2.7765 2020-07-29 05:36:56,003 - mmaction - INFO - Epoch [122][1100/3757] lr: 5.429e-02, eta: 5 days, 2:11:48, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6430, loss_cls: 2.7933, loss: 2.7933, grad_norm: 2.7232 2020-07-29 05:37:11,883 - mmaction - INFO - Epoch [122][1120/3757] lr: 5.429e-02, eta: 5 days, 2:11:19, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6242, loss_cls: 2.8695, loss: 2.8695, grad_norm: 2.7068 2020-07-29 05:37:27,733 - mmaction - INFO - Epoch [122][1140/3757] lr: 5.429e-02, eta: 5 days, 2:10:50, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6492, loss_cls: 2.6926, loss: 2.6926, grad_norm: 2.7195 2020-07-29 05:37:43,586 - mmaction - INFO - Epoch [122][1160/3757] lr: 5.429e-02, eta: 5 days, 2:10:21, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6680, loss_cls: 2.5952, loss: 2.5952, grad_norm: 2.7405 2020-07-29 05:37:59,454 - mmaction - INFO - Epoch [122][1180/3757] lr: 5.429e-02, eta: 5 days, 2:09:51, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6297, loss_cls: 2.7863, loss: 2.7863, grad_norm: 2.7886 2020-07-29 05:38:15,289 - mmaction - INFO - Epoch [122][1200/3757] lr: 5.429e-02, eta: 5 days, 2:09:22, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6422, loss_cls: 2.8087, loss: 2.8087, grad_norm: 2.8749 2020-07-29 05:38:31,063 - mmaction - INFO - Epoch [122][1220/3757] lr: 5.429e-02, eta: 5 days, 2:08:52, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6406, loss_cls: 2.7589, loss: 2.7589, grad_norm: 2.8858 2020-07-29 05:38:46,920 - mmaction - INFO - Epoch [122][1240/3757] lr: 5.429e-02, eta: 5 days, 2:08:23, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6242, loss_cls: 2.8030, loss: 2.8030, grad_norm: 2.7854 2020-07-29 05:39:02,715 - mmaction - INFO - Epoch [122][1260/3757] lr: 5.429e-02, eta: 5 days, 2:07:53, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6500, loss_cls: 2.7563, loss: 2.7563, grad_norm: 2.9527 2020-07-29 05:39:18,497 - mmaction - INFO - Epoch [122][1280/3757] lr: 5.429e-02, eta: 5 days, 2:07:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6242, loss_cls: 2.8547, loss: 2.8547, grad_norm: 2.8531 2020-07-29 05:39:34,326 - mmaction - INFO - Epoch [122][1300/3757] lr: 5.429e-02, eta: 5 days, 2:06:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6461, loss_cls: 2.7222, loss: 2.7222, grad_norm: 2.8321 2020-07-29 05:39:50,095 - mmaction - INFO - Epoch [122][1320/3757] lr: 5.429e-02, eta: 5 days, 2:06:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6344, loss_cls: 2.7943, loss: 2.7943, grad_norm: 2.8607 2020-07-29 05:40:05,958 - mmaction - INFO - Epoch [122][1340/3757] lr: 5.429e-02, eta: 5 days, 2:05:55, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6203, loss_cls: 2.8475, loss: 2.8475, grad_norm: 2.7764 2020-07-29 05:40:21,678 - mmaction - INFO - Epoch [122][1360/3757] lr: 5.429e-02, eta: 5 days, 2:05:25, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6172, loss_cls: 2.8095, loss: 2.8095, grad_norm: 2.8210 2020-07-29 05:40:37,521 - mmaction - INFO - Epoch [122][1380/3757] lr: 5.429e-02, eta: 5 days, 2:04:55, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6203, loss_cls: 2.8010, loss: 2.8010, grad_norm: 2.8157 2020-07-29 05:40:53,487 - mmaction - INFO - Epoch [122][1400/3757] lr: 5.429e-02, eta: 5 days, 2:04:27, time: 0.799, data_time: 0.012, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6391, loss_cls: 2.7790, loss: 2.7790, grad_norm: 2.7647 2020-07-29 05:41:09,315 - mmaction - INFO - Epoch [122][1420/3757] lr: 5.429e-02, eta: 5 days, 2:03:58, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6305, loss_cls: 2.7568, loss: 2.7568, grad_norm: 2.7155 2020-07-29 05:41:25,186 - mmaction - INFO - Epoch [122][1440/3757] lr: 5.429e-02, eta: 5 days, 2:03:28, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6406, loss_cls: 2.7917, loss: 2.7917, grad_norm: 2.8338 2020-07-29 05:41:41,011 - mmaction - INFO - Epoch [122][1460/3757] lr: 5.429e-02, eta: 5 days, 2:02:59, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6469, loss_cls: 2.7200, loss: 2.7200, grad_norm: 2.6635 2020-07-29 05:41:56,786 - mmaction - INFO - Epoch [122][1480/3757] lr: 5.429e-02, eta: 5 days, 2:02:29, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6250, loss_cls: 2.7920, loss: 2.7920, grad_norm: 2.8731 2020-07-29 05:42:12,682 - mmaction - INFO - Epoch [122][1500/3757] lr: 5.429e-02, eta: 5 days, 2:02:01, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.7733, loss: 2.7733, grad_norm: 2.7879 2020-07-29 05:42:28,463 - mmaction - INFO - Epoch [122][1520/3757] lr: 5.429e-02, eta: 5 days, 2:01:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6250, loss_cls: 2.7874, loss: 2.7874, grad_norm: 2.7964 2020-07-29 05:42:44,247 - mmaction - INFO - Epoch [122][1540/3757] lr: 5.429e-02, eta: 5 days, 2:01:01, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6195, loss_cls: 2.8338, loss: 2.8338, grad_norm: 2.8712 2020-07-29 05:43:00,002 - mmaction - INFO - Epoch [122][1560/3757] lr: 5.429e-02, eta: 5 days, 2:00:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6297, loss_cls: 2.8583, loss: 2.8583, grad_norm: 2.9039 2020-07-29 05:43:15,825 - mmaction - INFO - Epoch [122][1580/3757] lr: 5.429e-02, eta: 5 days, 2:00:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6414, loss_cls: 2.7939, loss: 2.7939, grad_norm: 2.7985 2020-07-29 05:43:31,661 - mmaction - INFO - Epoch [122][1600/3757] lr: 5.429e-02, eta: 5 days, 1:59:33, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6438, loss_cls: 2.7838, loss: 2.7838, grad_norm: 2.7888 2020-07-29 05:43:47,468 - mmaction - INFO - Epoch [122][1620/3757] lr: 5.429e-02, eta: 5 days, 1:59:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6297, loss_cls: 2.8010, loss: 2.8010, grad_norm: 2.7564 2020-07-29 05:44:03,275 - mmaction - INFO - Epoch [122][1640/3757] lr: 5.429e-02, eta: 5 days, 1:58:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6414, loss_cls: 2.7395, loss: 2.7395, grad_norm: 2.7638 2020-07-29 05:44:19,075 - mmaction - INFO - Epoch [122][1660/3757] lr: 5.429e-02, eta: 5 days, 1:58:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6305, loss_cls: 2.7976, loss: 2.7976, grad_norm: 2.8194 2020-07-29 05:44:34,917 - mmaction - INFO - Epoch [122][1680/3757] lr: 5.429e-02, eta: 5 days, 1:57:35, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6273, loss_cls: 2.8270, loss: 2.8270, grad_norm: 2.8137 2020-07-29 05:44:50,712 - mmaction - INFO - Epoch [122][1700/3757] lr: 5.429e-02, eta: 5 days, 1:57:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6352, loss_cls: 2.8289, loss: 2.8289, grad_norm: 2.7757 2020-07-29 05:45:06,590 - mmaction - INFO - Epoch [122][1720/3757] lr: 5.429e-02, eta: 5 days, 1:56:37, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6289, loss_cls: 2.7959, loss: 2.7959, grad_norm: 2.7825 2020-07-29 05:45:22,369 - mmaction - INFO - Epoch [122][1740/3757] lr: 5.429e-02, eta: 5 days, 1:56:07, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6188, loss_cls: 2.8862, loss: 2.8862, grad_norm: 2.7357 2020-07-29 05:45:38,521 - mmaction - INFO - Epoch [122][1760/3757] lr: 5.429e-02, eta: 5 days, 1:55:40, time: 0.807, data_time: 0.019, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6484, loss_cls: 2.8295, loss: 2.8295, grad_norm: 2.7916 2020-07-29 05:45:55,089 - mmaction - INFO - Epoch [122][1780/3757] lr: 5.429e-02, eta: 5 days, 1:55:17, time: 0.828, data_time: 0.026, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6383, loss_cls: 2.7909, loss: 2.7909, grad_norm: 2.7349 2020-07-29 05:46:10,875 - mmaction - INFO - Epoch [122][1800/3757] lr: 5.429e-02, eta: 5 days, 1:54:47, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6234, loss_cls: 2.8194, loss: 2.8194, grad_norm: 2.7485 2020-07-29 05:46:26,990 - mmaction - INFO - Epoch [122][1820/3757] lr: 5.429e-02, eta: 5 days, 1:54:20, time: 0.806, data_time: 0.018, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6219, loss_cls: 2.8415, loss: 2.8415, grad_norm: 2.7271 2020-07-29 05:46:42,806 - mmaction - INFO - Epoch [122][1840/3757] lr: 5.429e-02, eta: 5 days, 1:53:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6383, loss_cls: 2.7943, loss: 2.7943, grad_norm: 2.7704 2020-07-29 05:46:58,647 - mmaction - INFO - Epoch [122][1860/3757] lr: 5.429e-02, eta: 5 days, 1:53:22, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6602, loss_cls: 2.6890, loss: 2.6890, grad_norm: 2.7564 2020-07-29 05:47:14,411 - mmaction - INFO - Epoch [122][1880/3757] lr: 5.429e-02, eta: 5 days, 1:52:52, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6281, loss_cls: 2.7836, loss: 2.7836, grad_norm: 2.7871 2020-07-29 05:47:30,444 - mmaction - INFO - Epoch [122][1900/3757] lr: 5.429e-02, eta: 5 days, 1:52:25, time: 0.802, data_time: 0.015, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6250, loss_cls: 2.8046, loss: 2.8046, grad_norm: 2.7664 2020-07-29 05:47:46,656 - mmaction - INFO - Epoch [122][1920/3757] lr: 5.429e-02, eta: 5 days, 1:51:58, time: 0.811, data_time: 0.023, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6336, loss_cls: 2.7671, loss: 2.7671, grad_norm: 2.7437 2020-07-29 05:48:02,789 - mmaction - INFO - Epoch [122][1940/3757] lr: 5.429e-02, eta: 5 days, 1:51:32, time: 0.807, data_time: 0.018, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6164, loss_cls: 2.7890, loss: 2.7890, grad_norm: 2.7644 2020-07-29 05:48:18,604 - mmaction - INFO - Epoch [122][1960/3757] lr: 5.429e-02, eta: 5 days, 1:51:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6133, loss_cls: 2.8562, loss: 2.8562, grad_norm: 2.7182 2020-07-29 05:48:34,391 - mmaction - INFO - Epoch [122][1980/3757] lr: 5.429e-02, eta: 5 days, 1:50:33, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6250, loss_cls: 2.7426, loss: 2.7426, grad_norm: 2.8454 2020-07-29 05:48:50,586 - mmaction - INFO - Epoch [122][2000/3757] lr: 5.429e-02, eta: 5 days, 1:50:06, time: 0.809, data_time: 0.022, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6219, loss_cls: 2.8464, loss: 2.8464, grad_norm: 2.8027 2020-07-29 05:49:06,742 - mmaction - INFO - Epoch [122][2020/3757] lr: 5.429e-02, eta: 5 days, 1:49:40, time: 0.808, data_time: 0.021, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6219, loss_cls: 2.8422, loss: 2.8422, grad_norm: 2.8029 2020-07-29 05:49:22,899 - mmaction - INFO - Epoch [122][2040/3757] lr: 5.429e-02, eta: 5 days, 1:49:13, time: 0.807, data_time: 0.019, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6352, loss_cls: 2.7911, loss: 2.7911, grad_norm: 2.7045 2020-07-29 05:49:39,113 - mmaction - INFO - Epoch [122][2060/3757] lr: 5.429e-02, eta: 5 days, 1:48:47, time: 0.811, data_time: 0.022, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6500, loss_cls: 2.7639, loss: 2.7639, grad_norm: 2.7541 2020-07-29 05:49:54,971 - mmaction - INFO - Epoch [122][2080/3757] lr: 5.429e-02, eta: 5 days, 1:48:18, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6234, loss_cls: 2.7600, loss: 2.7600, grad_norm: 2.7788 2020-07-29 05:50:10,818 - mmaction - INFO - Epoch [122][2100/3757] lr: 5.429e-02, eta: 5 days, 1:47:49, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6406, loss_cls: 2.7632, loss: 2.7632, grad_norm: 2.7663 2020-07-29 05:50:26,824 - mmaction - INFO - Epoch [122][2120/3757] lr: 5.429e-02, eta: 5 days, 1:47:22, time: 0.800, data_time: 0.014, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6281, loss_cls: 2.8560, loss: 2.8560, grad_norm: 2.8286 2020-07-29 05:50:43,005 - mmaction - INFO - Epoch [122][2140/3757] lr: 5.429e-02, eta: 5 days, 1:46:55, time: 0.809, data_time: 0.022, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6234, loss_cls: 2.8315, loss: 2.8315, grad_norm: 2.8652 2020-07-29 05:50:59,058 - mmaction - INFO - Epoch [122][2160/3757] lr: 5.429e-02, eta: 5 days, 1:46:28, time: 0.802, data_time: 0.017, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6273, loss_cls: 2.7422, loss: 2.7422, grad_norm: 2.8021 2020-07-29 05:51:15,253 - mmaction - INFO - Epoch [122][2180/3757] lr: 5.429e-02, eta: 5 days, 1:46:01, time: 0.809, data_time: 0.021, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6438, loss_cls: 2.7835, loss: 2.7835, grad_norm: 2.7266 2020-07-29 05:51:31,338 - mmaction - INFO - Epoch [122][2200/3757] lr: 5.429e-02, eta: 5 days, 1:45:34, time: 0.805, data_time: 0.015, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6289, loss_cls: 2.8022, loss: 2.8022, grad_norm: 2.8192 2020-07-29 05:51:47,156 - mmaction - INFO - Epoch [122][2220/3757] lr: 5.429e-02, eta: 5 days, 1:45:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6195, loss_cls: 2.8434, loss: 2.8434, grad_norm: 2.7450 2020-07-29 05:52:02,961 - mmaction - INFO - Epoch [122][2240/3757] lr: 5.429e-02, eta: 5 days, 1:44:36, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6195, loss_cls: 2.8461, loss: 2.8461, grad_norm: 2.8173 2020-07-29 05:52:23,836 - mmaction - INFO - Epoch [122][2260/3757] lr: 5.429e-02, eta: 5 days, 1:44:45, time: 1.044, data_time: 0.250, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6383, loss_cls: 2.7664, loss: 2.7664, grad_norm: 2.7817 2020-07-29 05:52:40,057 - mmaction - INFO - Epoch [122][2280/3757] lr: 5.429e-02, eta: 5 days, 1:44:19, time: 0.809, data_time: 0.023, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6242, loss_cls: 2.8100, loss: 2.8100, grad_norm: 2.8348 2020-07-29 05:52:56,390 - mmaction - INFO - Epoch [122][2300/3757] lr: 5.429e-02, eta: 5 days, 1:43:54, time: 0.817, data_time: 0.023, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6367, loss_cls: 2.7622, loss: 2.7622, grad_norm: 2.9001 2020-07-29 05:53:12,526 - mmaction - INFO - Epoch [122][2320/3757] lr: 5.429e-02, eta: 5 days, 1:43:27, time: 0.807, data_time: 0.008, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6117, loss_cls: 2.9303, loss: 2.9303, grad_norm: 2.8706 2020-07-29 05:53:28,313 - mmaction - INFO - Epoch [122][2340/3757] lr: 5.429e-02, eta: 5 days, 1:42:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6297, loss_cls: 2.7293, loss: 2.7293, grad_norm: 2.7367 2020-07-29 05:53:44,130 - mmaction - INFO - Epoch [122][2360/3757] lr: 5.429e-02, eta: 5 days, 1:42:29, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6289, loss_cls: 2.7888, loss: 2.7888, grad_norm: 2.8119 2020-07-29 05:53:59,914 - mmaction - INFO - Epoch [122][2380/3757] lr: 5.429e-02, eta: 5 days, 1:42:00, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6188, loss_cls: 2.8871, loss: 2.8871, grad_norm: 2.7973 2020-07-29 05:54:15,681 - mmaction - INFO - Epoch [122][2400/3757] lr: 5.429e-02, eta: 5 days, 1:41:30, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.7847, loss: 2.7847, grad_norm: 2.7657 2020-07-29 05:54:31,476 - mmaction - INFO - Epoch [122][2420/3757] lr: 5.429e-02, eta: 5 days, 1:41:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6430, loss_cls: 2.7817, loss: 2.7817, grad_norm: 2.8250 2020-07-29 05:54:47,323 - mmaction - INFO - Epoch [122][2440/3757] lr: 5.429e-02, eta: 5 days, 1:40:32, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6336, loss_cls: 2.7919, loss: 2.7919, grad_norm: 2.7576 2020-07-29 05:55:03,204 - mmaction - INFO - Epoch [122][2460/3757] lr: 5.429e-02, eta: 5 days, 1:40:04, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6492, loss_cls: 2.7965, loss: 2.7965, grad_norm: 2.7898 2020-07-29 05:55:18,910 - mmaction - INFO - Epoch [122][2480/3757] lr: 5.429e-02, eta: 5 days, 1:39:34, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6070, loss_cls: 2.8971, loss: 2.8971, grad_norm: 2.7855 2020-07-29 05:55:34,778 - mmaction - INFO - Epoch [122][2500/3757] lr: 5.429e-02, eta: 5 days, 1:39:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6242, loss_cls: 2.8030, loss: 2.8030, grad_norm: 2.7956 2020-07-29 05:55:50,571 - mmaction - INFO - Epoch [122][2520/3757] lr: 5.429e-02, eta: 5 days, 1:38:36, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6344, loss_cls: 2.8261, loss: 2.8261, grad_norm: 2.8483 2020-07-29 05:56:06,410 - mmaction - INFO - Epoch [122][2540/3757] lr: 5.429e-02, eta: 5 days, 1:38:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6133, loss_cls: 2.8481, loss: 2.8481, grad_norm: 2.7496 2020-07-29 05:56:22,253 - mmaction - INFO - Epoch [122][2560/3757] lr: 5.429e-02, eta: 5 days, 1:37:38, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6133, loss_cls: 2.9069, loss: 2.9069, grad_norm: 2.8597 2020-07-29 05:56:38,081 - mmaction - INFO - Epoch [122][2580/3757] lr: 5.429e-02, eta: 5 days, 1:37:09, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6359, loss_cls: 2.8304, loss: 2.8304, grad_norm: 2.7116 2020-07-29 05:56:53,990 - mmaction - INFO - Epoch [122][2600/3757] lr: 5.429e-02, eta: 5 days, 1:36:41, time: 0.796, data_time: 0.009, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6305, loss_cls: 2.8625, loss: 2.8625, grad_norm: 2.7511 2020-07-29 05:57:09,837 - mmaction - INFO - Epoch [122][2620/3757] lr: 5.429e-02, eta: 5 days, 1:36:12, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6617, loss_cls: 2.7387, loss: 2.7387, grad_norm: 2.7508 2020-07-29 05:57:25,740 - mmaction - INFO - Epoch [122][2640/3757] lr: 5.429e-02, eta: 5 days, 1:35:44, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3438, top5_acc: 0.6117, loss_cls: 2.9286, loss: 2.9286, grad_norm: 2.7909 2020-07-29 05:57:41,650 - mmaction - INFO - Epoch [122][2660/3757] lr: 5.429e-02, eta: 5 days, 1:35:15, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6211, loss_cls: 2.8396, loss: 2.8396, grad_norm: 2.8126 2020-07-29 05:57:57,447 - mmaction - INFO - Epoch [122][2680/3757] lr: 5.429e-02, eta: 5 days, 1:34:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6273, loss_cls: 2.8455, loss: 2.8455, grad_norm: 2.8102 2020-07-29 05:58:13,298 - mmaction - INFO - Epoch [122][2700/3757] lr: 5.429e-02, eta: 5 days, 1:34:17, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6234, loss_cls: 2.7868, loss: 2.7868, grad_norm: 2.7431 2020-07-29 05:58:29,065 - mmaction - INFO - Epoch [122][2720/3757] lr: 5.429e-02, eta: 5 days, 1:33:48, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6188, loss_cls: 2.8994, loss: 2.8994, grad_norm: 2.7670 2020-07-29 05:58:44,870 - mmaction - INFO - Epoch [122][2740/3757] lr: 5.429e-02, eta: 5 days, 1:33:19, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6289, loss_cls: 2.7819, loss: 2.7819, grad_norm: 2.7152 2020-07-29 05:59:00,643 - mmaction - INFO - Epoch [122][2760/3757] lr: 5.429e-02, eta: 5 days, 1:32:50, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6320, loss_cls: 2.7891, loss: 2.7891, grad_norm: 2.6605 2020-07-29 05:59:16,449 - mmaction - INFO - Epoch [122][2780/3757] lr: 5.429e-02, eta: 5 days, 1:32:21, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6336, loss_cls: 2.7673, loss: 2.7673, grad_norm: 2.7465 2020-07-29 05:59:32,271 - mmaction - INFO - Epoch [122][2800/3757] lr: 5.429e-02, eta: 5 days, 1:31:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6234, loss_cls: 2.8821, loss: 2.8821, grad_norm: 2.8116 2020-07-29 05:59:48,049 - mmaction - INFO - Epoch [122][2820/3757] lr: 5.429e-02, eta: 5 days, 1:31:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6539, loss_cls: 2.7615, loss: 2.7615, grad_norm: 2.7965 2020-07-29 06:00:12,166 - mmaction - INFO - Epoch [122][2840/3757] lr: 5.429e-02, eta: 5 days, 1:31:55, time: 1.195, data_time: 0.011, memory: 6192, top1_acc: 0.3445, top5_acc: 0.6172, loss_cls: 2.8423, loss: 2.8423, grad_norm: 2.8251 2020-07-29 06:00:28,091 - mmaction - INFO - Epoch [122][2860/3757] lr: 5.429e-02, eta: 5 days, 1:31:28, time: 0.806, data_time: 0.015, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6367, loss_cls: 2.8031, loss: 2.8031, grad_norm: 2.7710 2020-07-29 06:00:43,946 - mmaction - INFO - Epoch [122][2880/3757] lr: 5.429e-02, eta: 5 days, 1:31:00, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6461, loss_cls: 2.7270, loss: 2.7270, grad_norm: 2.7207 2020-07-29 06:00:59,777 - mmaction - INFO - Epoch [122][2900/3757] lr: 5.429e-02, eta: 5 days, 1:30:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6336, loss_cls: 2.7942, loss: 2.7942, grad_norm: 2.8612 2020-07-29 06:01:15,612 - mmaction - INFO - Epoch [122][2920/3757] lr: 5.429e-02, eta: 5 days, 1:30:02, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6375, loss_cls: 2.7762, loss: 2.7762, grad_norm: 2.8380 2020-07-29 06:01:31,454 - mmaction - INFO - Epoch [122][2940/3757] lr: 5.429e-02, eta: 5 days, 1:29:33, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6453, loss_cls: 2.7255, loss: 2.7255, grad_norm: 2.8082 2020-07-29 06:01:47,323 - mmaction - INFO - Epoch [122][2960/3757] lr: 5.429e-02, eta: 5 days, 1:29:05, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6469, loss_cls: 2.7461, loss: 2.7461, grad_norm: 2.7470 2020-07-29 06:02:03,169 - mmaction - INFO - Epoch [122][2980/3757] lr: 5.429e-02, eta: 5 days, 1:28:36, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6227, loss_cls: 2.8385, loss: 2.8385, grad_norm: 2.8148 2020-07-29 06:02:18,920 - mmaction - INFO - Epoch [122][3000/3757] lr: 5.429e-02, eta: 5 days, 1:28:07, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6344, loss_cls: 2.7659, loss: 2.7659, grad_norm: 2.8747 2020-07-29 06:02:34,822 - mmaction - INFO - Epoch [122][3020/3757] lr: 5.429e-02, eta: 5 days, 1:27:39, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6336, loss_cls: 2.7824, loss: 2.7824, grad_norm: 2.7922 2020-07-29 06:02:50,613 - mmaction - INFO - Epoch [122][3040/3757] lr: 5.429e-02, eta: 5 days, 1:27:09, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6258, loss_cls: 2.8487, loss: 2.8487, grad_norm: 2.7806 2020-07-29 06:03:06,349 - mmaction - INFO - Epoch [122][3060/3757] lr: 5.429e-02, eta: 5 days, 1:26:40, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6344, loss_cls: 2.7471, loss: 2.7471, grad_norm: 2.7313 2020-07-29 06:03:22,186 - mmaction - INFO - Epoch [122][3080/3757] lr: 5.429e-02, eta: 5 days, 1:26:11, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6453, loss_cls: 2.7345, loss: 2.7345, grad_norm: 2.7890 2020-07-29 06:03:38,067 - mmaction - INFO - Epoch [122][3100/3757] lr: 5.429e-02, eta: 5 days, 1:25:43, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6602, loss_cls: 2.7118, loss: 2.7118, grad_norm: 2.7625 2020-07-29 06:03:53,850 - mmaction - INFO - Epoch [122][3120/3757] lr: 5.429e-02, eta: 5 days, 1:25:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6453, loss_cls: 2.7471, loss: 2.7471, grad_norm: 2.7577 2020-07-29 06:04:09,723 - mmaction - INFO - Epoch [122][3140/3757] lr: 5.429e-02, eta: 5 days, 1:24:46, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6453, loss_cls: 2.7295, loss: 2.7295, grad_norm: 2.7125 2020-07-29 06:04:25,546 - mmaction - INFO - Epoch [122][3160/3757] lr: 5.429e-02, eta: 5 days, 1:24:17, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6312, loss_cls: 2.8388, loss: 2.8388, grad_norm: 2.8133 2020-07-29 06:04:41,401 - mmaction - INFO - Epoch [122][3180/3757] lr: 5.429e-02, eta: 5 days, 1:23:48, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6141, loss_cls: 2.8586, loss: 2.8586, grad_norm: 2.7935 2020-07-29 06:04:57,248 - mmaction - INFO - Epoch [122][3200/3757] lr: 5.429e-02, eta: 5 days, 1:23:20, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6461, loss_cls: 2.7899, loss: 2.7899, grad_norm: 2.6954 2020-07-29 06:05:13,164 - mmaction - INFO - Epoch [122][3220/3757] lr: 5.429e-02, eta: 5 days, 1:22:52, time: 0.796, data_time: 0.012, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6172, loss_cls: 2.8603, loss: 2.8603, grad_norm: 2.8334 2020-07-29 06:05:29,054 - mmaction - INFO - Epoch [122][3240/3757] lr: 5.429e-02, eta: 5 days, 1:22:23, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6344, loss_cls: 2.8655, loss: 2.8655, grad_norm: 2.7140 2020-07-29 06:05:44,848 - mmaction - INFO - Epoch [122][3260/3757] lr: 5.429e-02, eta: 5 days, 1:21:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6344, loss_cls: 2.7841, loss: 2.7841, grad_norm: 2.7860 2020-07-29 06:06:00,653 - mmaction - INFO - Epoch [122][3280/3757] lr: 5.429e-02, eta: 5 days, 1:21:26, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6328, loss_cls: 2.7913, loss: 2.7913, grad_norm: 2.8045 2020-07-29 06:06:16,489 - mmaction - INFO - Epoch [122][3300/3757] lr: 5.429e-02, eta: 5 days, 1:20:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6367, loss_cls: 2.7786, loss: 2.7786, grad_norm: 2.8028 2020-07-29 06:06:32,333 - mmaction - INFO - Epoch [122][3320/3757] lr: 5.429e-02, eta: 5 days, 1:20:28, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6359, loss_cls: 2.8429, loss: 2.8429, grad_norm: 2.9573 2020-07-29 06:06:48,185 - mmaction - INFO - Epoch [122][3340/3757] lr: 5.429e-02, eta: 5 days, 1:20:00, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6687, loss_cls: 2.6826, loss: 2.6826, grad_norm: 2.7529 2020-07-29 06:07:04,008 - mmaction - INFO - Epoch [122][3360/3757] lr: 5.429e-02, eta: 5 days, 1:19:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6391, loss_cls: 2.8207, loss: 2.8207, grad_norm: 2.8245 2020-07-29 06:07:19,873 - mmaction - INFO - Epoch [122][3380/3757] lr: 5.429e-02, eta: 5 days, 1:19:03, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6266, loss_cls: 2.8158, loss: 2.8158, grad_norm: 2.7434 2020-07-29 06:07:35,649 - mmaction - INFO - Epoch [122][3400/3757] lr: 5.429e-02, eta: 5 days, 1:18:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6258, loss_cls: 2.8156, loss: 2.8156, grad_norm: 2.7796 2020-07-29 06:07:51,491 - mmaction - INFO - Epoch [122][3420/3757] lr: 5.429e-02, eta: 5 days, 1:18:05, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6414, loss_cls: 2.7975, loss: 2.7975, grad_norm: 2.8091 2020-07-29 06:08:07,316 - mmaction - INFO - Epoch [122][3440/3757] lr: 5.429e-02, eta: 5 days, 1:17:36, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6367, loss_cls: 2.8424, loss: 2.8424, grad_norm: 2.8179 2020-07-29 06:08:23,324 - mmaction - INFO - Epoch [122][3460/3757] lr: 5.429e-02, eta: 5 days, 1:17:09, time: 0.801, data_time: 0.011, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6391, loss_cls: 2.8042, loss: 2.8042, grad_norm: 2.7329 2020-07-29 06:08:39,095 - mmaction - INFO - Epoch [122][3480/3757] lr: 5.429e-02, eta: 5 days, 1:16:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6219, loss_cls: 2.8320, loss: 2.8320, grad_norm: 2.7289 2020-07-29 06:08:54,876 - mmaction - INFO - Epoch [122][3500/3757] lr: 5.429e-02, eta: 5 days, 1:16:11, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6172, loss_cls: 2.8074, loss: 2.8074, grad_norm: 2.8072 2020-07-29 06:09:10,704 - mmaction - INFO - Epoch [122][3520/3757] lr: 5.429e-02, eta: 5 days, 1:15:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6375, loss_cls: 2.7187, loss: 2.7187, grad_norm: 2.7258 2020-07-29 06:09:26,554 - mmaction - INFO - Epoch [122][3540/3757] lr: 5.429e-02, eta: 5 days, 1:15:14, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6312, loss_cls: 2.7605, loss: 2.7605, grad_norm: 2.7999 2020-07-29 06:09:42,443 - mmaction - INFO - Epoch [122][3560/3757] lr: 5.429e-02, eta: 5 days, 1:14:46, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6719, loss_cls: 2.7387, loss: 2.7387, grad_norm: 2.6695 2020-07-29 06:09:58,284 - mmaction - INFO - Epoch [122][3580/3757] lr: 5.429e-02, eta: 5 days, 1:14:18, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6250, loss_cls: 2.8217, loss: 2.8217, grad_norm: 2.7969 2020-07-29 06:10:14,138 - mmaction - INFO - Epoch [122][3600/3757] lr: 5.429e-02, eta: 5 days, 1:13:49, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6336, loss_cls: 2.7698, loss: 2.7698, grad_norm: 2.7328 2020-07-29 06:10:30,051 - mmaction - INFO - Epoch [122][3620/3757] lr: 5.429e-02, eta: 5 days, 1:13:21, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6344, loss_cls: 2.7670, loss: 2.7670, grad_norm: 2.7078 2020-07-29 06:10:45,957 - mmaction - INFO - Epoch [122][3640/3757] lr: 5.429e-02, eta: 5 days, 1:12:53, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6234, loss_cls: 2.8465, loss: 2.8465, grad_norm: 2.7980 2020-07-29 06:11:02,218 - mmaction - INFO - Epoch [122][3660/3757] lr: 5.429e-02, eta: 5 days, 1:12:28, time: 0.814, data_time: 0.021, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6117, loss_cls: 2.8938, loss: 2.8938, grad_norm: 2.8100 2020-07-29 06:11:18,135 - mmaction - INFO - Epoch [122][3680/3757] lr: 5.429e-02, eta: 5 days, 1:12:00, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6375, loss_cls: 2.7879, loss: 2.7879, grad_norm: 2.7059 2020-07-29 06:11:33,938 - mmaction - INFO - Epoch [122][3700/3757] lr: 5.429e-02, eta: 5 days, 1:11:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6211, loss_cls: 2.8244, loss: 2.8244, grad_norm: 2.8801 2020-07-29 06:11:49,690 - mmaction - INFO - Epoch [122][3720/3757] lr: 5.429e-02, eta: 5 days, 1:11:02, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6141, loss_cls: 2.9383, loss: 2.9383, grad_norm: 2.8426 2020-07-29 06:12:05,509 - mmaction - INFO - Epoch [122][3740/3757] lr: 5.429e-02, eta: 5 days, 1:10:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6508, loss_cls: 2.8019, loss: 2.8019, grad_norm: 2.7902 2020-07-29 06:15:35,134 - mmaction - INFO - Epoch [123][20/3757] lr: 5.368e-02, eta: 5 days, 1:29:09, time: 9.312, data_time: 8.412, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6250, loss_cls: 2.8090, loss: 2.8090, grad_norm: 2.7012 2020-07-29 06:15:51,002 - mmaction - INFO - Epoch [123][40/3757] lr: 5.368e-02, eta: 5 days, 1:28:42, time: 0.803, data_time: 0.017, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6523, loss_cls: 2.7216, loss: 2.7216, grad_norm: 2.7762 2020-07-29 06:16:06,836 - mmaction - INFO - Epoch [123][60/3757] lr: 5.368e-02, eta: 5 days, 1:28:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6430, loss_cls: 2.7339, loss: 2.7339, grad_norm: 2.7666 2020-07-29 06:16:22,624 - mmaction - INFO - Epoch [123][80/3757] lr: 5.368e-02, eta: 5 days, 1:27:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6109, loss_cls: 2.8958, loss: 2.8958, grad_norm: 2.7692 2020-07-29 06:16:38,497 - mmaction - INFO - Epoch [123][100/3757] lr: 5.368e-02, eta: 5 days, 1:27:15, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6156, loss_cls: 2.8783, loss: 2.8783, grad_norm: 2.8224 2020-07-29 06:16:54,336 - mmaction - INFO - Epoch [123][120/3757] lr: 5.368e-02, eta: 5 days, 1:26:47, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6500, loss_cls: 2.7849, loss: 2.7849, grad_norm: 2.7876 2020-07-29 06:17:10,113 - mmaction - INFO - Epoch [123][140/3757] lr: 5.368e-02, eta: 5 days, 1:26:17, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6133, loss_cls: 2.9068, loss: 2.9068, grad_norm: 2.8797 2020-07-29 06:17:25,944 - mmaction - INFO - Epoch [123][160/3757] lr: 5.368e-02, eta: 5 days, 1:25:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6352, loss_cls: 2.7048, loss: 2.7048, grad_norm: 2.7548 2020-07-29 06:17:41,751 - mmaction - INFO - Epoch [123][180/3757] lr: 5.368e-02, eta: 5 days, 1:25:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6602, loss_cls: 2.7171, loss: 2.7171, grad_norm: 2.8560 2020-07-29 06:17:57,584 - mmaction - INFO - Epoch [123][200/3757] lr: 5.368e-02, eta: 5 days, 1:24:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6336, loss_cls: 2.7108, loss: 2.7108, grad_norm: 2.8175 2020-07-29 06:18:13,426 - mmaction - INFO - Epoch [123][220/3757] lr: 5.368e-02, eta: 5 days, 1:24:22, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6195, loss_cls: 2.8685, loss: 2.8685, grad_norm: 2.8428 2020-07-29 06:18:29,167 - mmaction - INFO - Epoch [123][240/3757] lr: 5.368e-02, eta: 5 days, 1:23:53, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6258, loss_cls: 2.8420, loss: 2.8420, grad_norm: 2.8066 2020-07-29 06:18:45,053 - mmaction - INFO - Epoch [123][260/3757] lr: 5.368e-02, eta: 5 days, 1:23:24, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6555, loss_cls: 2.6929, loss: 2.6929, grad_norm: 2.7771 2020-07-29 06:19:00,943 - mmaction - INFO - Epoch [123][280/3757] lr: 5.368e-02, eta: 5 days, 1:22:56, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6508, loss_cls: 2.7867, loss: 2.7867, grad_norm: 2.8331 2020-07-29 06:19:16,714 - mmaction - INFO - Epoch [123][300/3757] lr: 5.368e-02, eta: 5 days, 1:22:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6477, loss_cls: 2.7365, loss: 2.7365, grad_norm: 2.7791 2020-07-29 06:19:32,681 - mmaction - INFO - Epoch [123][320/3757] lr: 5.368e-02, eta: 5 days, 1:21:59, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6344, loss_cls: 2.7739, loss: 2.7739, grad_norm: 2.8772 2020-07-29 06:19:48,519 - mmaction - INFO - Epoch [123][340/3757] lr: 5.368e-02, eta: 5 days, 1:21:30, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6344, loss_cls: 2.7825, loss: 2.7825, grad_norm: 2.8485 2020-07-29 06:20:04,374 - mmaction - INFO - Epoch [123][360/3757] lr: 5.368e-02, eta: 5 days, 1:21:02, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6695, loss_cls: 2.6739, loss: 2.6739, grad_norm: 2.7432 2020-07-29 06:20:20,172 - mmaction - INFO - Epoch [123][380/3757] lr: 5.368e-02, eta: 5 days, 1:20:33, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6336, loss_cls: 2.7688, loss: 2.7688, grad_norm: 2.7438 2020-07-29 06:20:35,946 - mmaction - INFO - Epoch [123][400/3757] lr: 5.368e-02, eta: 5 days, 1:20:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6516, loss_cls: 2.6901, loss: 2.6901, grad_norm: 2.6817 2020-07-29 06:20:51,768 - mmaction - INFO - Epoch [123][420/3757] lr: 5.368e-02, eta: 5 days, 1:19:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6219, loss_cls: 2.8298, loss: 2.8298, grad_norm: 2.8254 2020-07-29 06:21:07,597 - mmaction - INFO - Epoch [123][440/3757] lr: 5.368e-02, eta: 5 days, 1:19:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6289, loss_cls: 2.8597, loss: 2.8597, grad_norm: 2.8583 2020-07-29 06:21:23,369 - mmaction - INFO - Epoch [123][460/3757] lr: 5.368e-02, eta: 5 days, 1:18:37, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6680, loss_cls: 2.6356, loss: 2.6356, grad_norm: 2.7696 2020-07-29 06:21:39,259 - mmaction - INFO - Epoch [123][480/3757] lr: 5.368e-02, eta: 5 days, 1:18:09, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6453, loss_cls: 2.7483, loss: 2.7483, grad_norm: 2.7936 2020-07-29 06:21:55,105 - mmaction - INFO - Epoch [123][500/3757] lr: 5.368e-02, eta: 5 days, 1:17:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6523, loss_cls: 2.6413, loss: 2.6413, grad_norm: 2.7763 2020-07-29 06:22:11,052 - mmaction - INFO - Epoch [123][520/3757] lr: 5.368e-02, eta: 5 days, 1:17:12, time: 0.798, data_time: 0.009, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6203, loss_cls: 2.8363, loss: 2.8363, grad_norm: 2.8963 2020-07-29 06:22:26,862 - mmaction - INFO - Epoch [123][540/3757] lr: 5.368e-02, eta: 5 days, 1:16:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6336, loss_cls: 2.7567, loss: 2.7567, grad_norm: 2.7928 2020-07-29 06:22:42,784 - mmaction - INFO - Epoch [123][560/3757] lr: 5.368e-02, eta: 5 days, 1:16:15, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6625, loss_cls: 2.7441, loss: 2.7441, grad_norm: 2.7835 2020-07-29 06:22:58,661 - mmaction - INFO - Epoch [123][580/3757] lr: 5.368e-02, eta: 5 days, 1:15:47, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6523, loss_cls: 2.6619, loss: 2.6619, grad_norm: 2.7167 2020-07-29 06:23:14,517 - mmaction - INFO - Epoch [123][600/3757] lr: 5.368e-02, eta: 5 days, 1:15:18, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6305, loss_cls: 2.7963, loss: 2.7963, grad_norm: 2.7886 2020-07-29 06:23:30,316 - mmaction - INFO - Epoch [123][620/3757] lr: 5.368e-02, eta: 5 days, 1:14:50, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6500, loss_cls: 2.7733, loss: 2.7733, grad_norm: 2.8808 2020-07-29 06:23:46,124 - mmaction - INFO - Epoch [123][640/3757] lr: 5.368e-02, eta: 5 days, 1:14:21, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6266, loss_cls: 2.7610, loss: 2.7610, grad_norm: 2.8395 2020-07-29 06:24:01,994 - mmaction - INFO - Epoch [123][660/3757] lr: 5.368e-02, eta: 5 days, 1:13:53, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6258, loss_cls: 2.8520, loss: 2.8520, grad_norm: 2.8887 2020-07-29 06:24:17,810 - mmaction - INFO - Epoch [123][680/3757] lr: 5.368e-02, eta: 5 days, 1:13:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6195, loss_cls: 2.8630, loss: 2.8630, grad_norm: 2.8137 2020-07-29 06:24:33,654 - mmaction - INFO - Epoch [123][700/3757] lr: 5.368e-02, eta: 5 days, 1:12:55, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6508, loss_cls: 2.6945, loss: 2.6945, grad_norm: 2.7932 2020-07-29 06:24:49,465 - mmaction - INFO - Epoch [123][720/3757] lr: 5.368e-02, eta: 5 days, 1:12:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6328, loss_cls: 2.7601, loss: 2.7601, grad_norm: 2.7904 2020-07-29 06:25:05,348 - mmaction - INFO - Epoch [123][740/3757] lr: 5.368e-02, eta: 5 days, 1:11:58, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6336, loss_cls: 2.7913, loss: 2.7913, grad_norm: 2.7469 2020-07-29 06:25:21,015 - mmaction - INFO - Epoch [123][760/3757] lr: 5.368e-02, eta: 5 days, 1:11:29, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6414, loss_cls: 2.8517, loss: 2.8517, grad_norm: 2.8706 2020-07-29 06:25:36,828 - mmaction - INFO - Epoch [123][780/3757] lr: 5.368e-02, eta: 5 days, 1:11:00, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6406, loss_cls: 2.7808, loss: 2.7808, grad_norm: 2.7681 2020-07-29 06:25:52,648 - mmaction - INFO - Epoch [123][800/3757] lr: 5.368e-02, eta: 5 days, 1:10:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6297, loss_cls: 2.7727, loss: 2.7727, grad_norm: 2.7646 2020-07-29 06:26:08,506 - mmaction - INFO - Epoch [123][820/3757] lr: 5.368e-02, eta: 5 days, 1:10:03, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6148, loss_cls: 2.7900, loss: 2.7900, grad_norm: 2.8714 2020-07-29 06:26:24,321 - mmaction - INFO - Epoch [123][840/3757] lr: 5.368e-02, eta: 5 days, 1:09:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6117, loss_cls: 2.8359, loss: 2.8359, grad_norm: 2.7722 2020-07-29 06:26:40,179 - mmaction - INFO - Epoch [123][860/3757] lr: 5.368e-02, eta: 5 days, 1:09:06, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6242, loss_cls: 2.8451, loss: 2.8451, grad_norm: 2.7438 2020-07-29 06:26:56,002 - mmaction - INFO - Epoch [123][880/3757] lr: 5.368e-02, eta: 5 days, 1:08:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6266, loss_cls: 2.7989, loss: 2.7989, grad_norm: 2.7213 2020-07-29 06:27:11,875 - mmaction - INFO - Epoch [123][900/3757] lr: 5.368e-02, eta: 5 days, 1:08:09, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6453, loss_cls: 2.7408, loss: 2.7408, grad_norm: 2.7705 2020-07-29 06:27:27,714 - mmaction - INFO - Epoch [123][920/3757] lr: 5.368e-02, eta: 5 days, 1:07:41, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6352, loss_cls: 2.7529, loss: 2.7529, grad_norm: 2.7844 2020-07-29 06:27:43,607 - mmaction - INFO - Epoch [123][940/3757] lr: 5.368e-02, eta: 5 days, 1:07:12, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6523, loss_cls: 2.7526, loss: 2.7526, grad_norm: 2.7732 2020-07-29 06:27:59,426 - mmaction - INFO - Epoch [123][960/3757] lr: 5.368e-02, eta: 5 days, 1:06:44, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6219, loss_cls: 2.8594, loss: 2.8594, grad_norm: 2.8240 2020-07-29 06:28:15,249 - mmaction - INFO - Epoch [123][980/3757] lr: 5.368e-02, eta: 5 days, 1:06:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6266, loss_cls: 2.8545, loss: 2.8545, grad_norm: 2.9001 2020-07-29 06:28:30,938 - mmaction - INFO - Epoch [123][1000/3757] lr: 5.368e-02, eta: 5 days, 1:05:46, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6297, loss_cls: 2.8139, loss: 2.8139, grad_norm: 2.8696 2020-07-29 06:28:46,739 - mmaction - INFO - Epoch [123][1020/3757] lr: 5.368e-02, eta: 5 days, 1:05:17, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6242, loss_cls: 2.8810, loss: 2.8810, grad_norm: 2.8360 2020-07-29 06:29:02,593 - mmaction - INFO - Epoch [123][1040/3757] lr: 5.368e-02, eta: 5 days, 1:04:49, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6352, loss_cls: 2.8004, loss: 2.8004, grad_norm: 2.8401 2020-07-29 06:29:18,399 - mmaction - INFO - Epoch [123][1060/3757] lr: 5.368e-02, eta: 5 days, 1:04:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6320, loss_cls: 2.8099, loss: 2.8099, grad_norm: 2.8143 2020-07-29 06:29:34,193 - mmaction - INFO - Epoch [123][1080/3757] lr: 5.368e-02, eta: 5 days, 1:03:51, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6391, loss_cls: 2.8127, loss: 2.8127, grad_norm: 2.8228 2020-07-29 06:29:49,988 - mmaction - INFO - Epoch [123][1100/3757] lr: 5.368e-02, eta: 5 days, 1:03:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6312, loss_cls: 2.8038, loss: 2.8038, grad_norm: 2.8707 2020-07-29 06:30:05,795 - mmaction - INFO - Epoch [123][1120/3757] lr: 5.368e-02, eta: 5 days, 1:02:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6555, loss_cls: 2.6673, loss: 2.6673, grad_norm: 2.7522 2020-07-29 06:30:21,512 - mmaction - INFO - Epoch [123][1140/3757] lr: 5.368e-02, eta: 5 days, 1:02:25, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6227, loss_cls: 2.8595, loss: 2.8595, grad_norm: 2.8625 2020-07-29 06:30:37,306 - mmaction - INFO - Epoch [123][1160/3757] lr: 5.368e-02, eta: 5 days, 1:01:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6078, loss_cls: 2.8730, loss: 2.8730, grad_norm: 2.8029 2020-07-29 06:30:53,106 - mmaction - INFO - Epoch [123][1180/3757] lr: 5.368e-02, eta: 5 days, 1:01:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6227, loss_cls: 2.8145, loss: 2.8145, grad_norm: 2.8012 2020-07-29 06:31:09,283 - mmaction - INFO - Epoch [123][1200/3757] lr: 5.368e-02, eta: 5 days, 1:01:01, time: 0.808, data_time: 0.016, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6234, loss_cls: 2.8373, loss: 2.8373, grad_norm: 2.7531 2020-07-29 06:31:25,103 - mmaction - INFO - Epoch [123][1220/3757] lr: 5.368e-02, eta: 5 days, 1:00:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6398, loss_cls: 2.7863, loss: 2.7863, grad_norm: 2.7924 2020-07-29 06:31:40,963 - mmaction - INFO - Epoch [123][1240/3757] lr: 5.368e-02, eta: 5 days, 1:00:04, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6461, loss_cls: 2.7353, loss: 2.7353, grad_norm: 2.7598 2020-07-29 06:31:56,769 - mmaction - INFO - Epoch [123][1260/3757] lr: 5.368e-02, eta: 5 days, 0:59:36, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6227, loss_cls: 2.8390, loss: 2.8390, grad_norm: 2.8241 2020-07-29 06:32:12,643 - mmaction - INFO - Epoch [123][1280/3757] lr: 5.368e-02, eta: 5 days, 0:59:08, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6383, loss_cls: 2.7858, loss: 2.7858, grad_norm: 2.7494 2020-07-29 06:32:28,342 - mmaction - INFO - Epoch [123][1300/3757] lr: 5.368e-02, eta: 5 days, 0:58:39, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6430, loss_cls: 2.7317, loss: 2.7317, grad_norm: 2.7260 2020-07-29 06:32:44,223 - mmaction - INFO - Epoch [123][1320/3757] lr: 5.368e-02, eta: 5 days, 0:58:11, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6555, loss_cls: 2.7175, loss: 2.7175, grad_norm: 2.7811 2020-07-29 06:32:59,998 - mmaction - INFO - Epoch [123][1340/3757] lr: 5.368e-02, eta: 5 days, 0:57:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6359, loss_cls: 2.7998, loss: 2.7998, grad_norm: 2.8077 2020-07-29 06:33:15,829 - mmaction - INFO - Epoch [123][1360/3757] lr: 5.368e-02, eta: 5 days, 0:57:14, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6422, loss_cls: 2.7673, loss: 2.7673, grad_norm: 2.7930 2020-07-29 06:33:31,570 - mmaction - INFO - Epoch [123][1380/3757] lr: 5.368e-02, eta: 5 days, 0:56:44, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6453, loss_cls: 2.7037, loss: 2.7037, grad_norm: 2.8164 2020-07-29 06:33:47,429 - mmaction - INFO - Epoch [123][1400/3757] lr: 5.368e-02, eta: 5 days, 0:56:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6266, loss_cls: 2.8093, loss: 2.8093, grad_norm: 2.7660 2020-07-29 06:34:03,211 - mmaction - INFO - Epoch [123][1420/3757] lr: 5.368e-02, eta: 5 days, 0:55:48, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6297, loss_cls: 2.7828, loss: 2.7828, grad_norm: 2.7291 2020-07-29 06:34:19,060 - mmaction - INFO - Epoch [123][1440/3757] lr: 5.368e-02, eta: 5 days, 0:55:19, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6305, loss_cls: 2.8044, loss: 2.8044, grad_norm: 2.7867 2020-07-29 06:34:34,892 - mmaction - INFO - Epoch [123][1460/3757] lr: 5.368e-02, eta: 5 days, 0:54:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6484, loss_cls: 2.7429, loss: 2.7429, grad_norm: 2.7917 2020-07-29 06:34:50,681 - mmaction - INFO - Epoch [123][1480/3757] lr: 5.368e-02, eta: 5 days, 0:54:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6406, loss_cls: 2.7290, loss: 2.7290, grad_norm: 2.7910 2020-07-29 06:35:06,675 - mmaction - INFO - Epoch [123][1500/3757] lr: 5.368e-02, eta: 5 days, 0:53:55, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6219, loss_cls: 2.8026, loss: 2.8026, grad_norm: 2.8712 2020-07-29 06:35:22,438 - mmaction - INFO - Epoch [123][1520/3757] lr: 5.368e-02, eta: 5 days, 0:53:26, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6352, loss_cls: 2.7827, loss: 2.7827, grad_norm: 2.7992 2020-07-29 06:35:38,273 - mmaction - INFO - Epoch [123][1540/3757] lr: 5.368e-02, eta: 5 days, 0:52:58, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6352, loss_cls: 2.7801, loss: 2.7801, grad_norm: 2.7359 2020-07-29 06:35:54,053 - mmaction - INFO - Epoch [123][1560/3757] lr: 5.368e-02, eta: 5 days, 0:52:29, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6500, loss_cls: 2.7400, loss: 2.7400, grad_norm: 2.8269 2020-07-29 06:36:09,832 - mmaction - INFO - Epoch [123][1580/3757] lr: 5.368e-02, eta: 5 days, 0:52:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6492, loss_cls: 2.7712, loss: 2.7712, grad_norm: 2.8712 2020-07-29 06:36:25,759 - mmaction - INFO - Epoch [123][1600/3757] lr: 5.368e-02, eta: 5 days, 0:51:33, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6414, loss_cls: 2.7583, loss: 2.7583, grad_norm: 2.7625 2020-07-29 06:36:41,535 - mmaction - INFO - Epoch [123][1620/3757] lr: 5.368e-02, eta: 5 days, 0:51:04, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6562, loss_cls: 2.6994, loss: 2.6994, grad_norm: 2.8058 2020-07-29 06:36:57,362 - mmaction - INFO - Epoch [123][1640/3757] lr: 5.368e-02, eta: 5 days, 0:50:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6227, loss_cls: 2.8483, loss: 2.8483, grad_norm: 2.8271 2020-07-29 06:37:13,199 - mmaction - INFO - Epoch [123][1660/3757] lr: 5.368e-02, eta: 5 days, 0:50:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6141, loss_cls: 2.8912, loss: 2.8912, grad_norm: 2.7399 2020-07-29 06:37:28,944 - mmaction - INFO - Epoch [123][1680/3757] lr: 5.368e-02, eta: 5 days, 0:49:39, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6281, loss_cls: 2.7786, loss: 2.7786, grad_norm: 2.7292 2020-07-29 06:37:44,738 - mmaction - INFO - Epoch [123][1700/3757] lr: 5.368e-02, eta: 5 days, 0:49:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6414, loss_cls: 2.6814, loss: 2.6814, grad_norm: 2.8439 2020-07-29 06:38:00,592 - mmaction - INFO - Epoch [123][1720/3757] lr: 5.368e-02, eta: 5 days, 0:48:43, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6367, loss_cls: 2.7069, loss: 2.7069, grad_norm: 2.7377 2020-07-29 06:38:16,393 - mmaction - INFO - Epoch [123][1740/3757] lr: 5.368e-02, eta: 5 days, 0:48:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6477, loss_cls: 2.7444, loss: 2.7444, grad_norm: 2.8523 2020-07-29 06:38:32,259 - mmaction - INFO - Epoch [123][1760/3757] lr: 5.368e-02, eta: 5 days, 0:47:46, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6148, loss_cls: 2.8038, loss: 2.8038, grad_norm: 2.8474 2020-07-29 06:38:48,047 - mmaction - INFO - Epoch [123][1780/3757] lr: 5.368e-02, eta: 5 days, 0:47:18, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6414, loss_cls: 2.7310, loss: 2.7310, grad_norm: 2.7376 2020-07-29 06:39:03,844 - mmaction - INFO - Epoch [123][1800/3757] lr: 5.368e-02, eta: 5 days, 0:46:49, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6297, loss_cls: 2.7521, loss: 2.7521, grad_norm: 2.8093 2020-07-29 06:39:19,587 - mmaction - INFO - Epoch [123][1820/3757] lr: 5.368e-02, eta: 5 days, 0:46:20, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6359, loss_cls: 2.7731, loss: 2.7731, grad_norm: 2.7683 2020-07-29 06:39:35,476 - mmaction - INFO - Epoch [123][1840/3757] lr: 5.368e-02, eta: 5 days, 0:45:53, time: 0.795, data_time: 0.008, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6258, loss_cls: 2.7795, loss: 2.7795, grad_norm: 2.7920 2020-07-29 06:39:51,330 - mmaction - INFO - Epoch [123][1860/3757] lr: 5.368e-02, eta: 5 days, 0:45:24, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6281, loss_cls: 2.7982, loss: 2.7982, grad_norm: 2.8122 2020-07-29 06:40:07,170 - mmaction - INFO - Epoch [123][1880/3757] lr: 5.368e-02, eta: 5 days, 0:44:56, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6398, loss_cls: 2.8077, loss: 2.8077, grad_norm: 2.7822 2020-07-29 06:40:22,942 - mmaction - INFO - Epoch [123][1900/3757] lr: 5.368e-02, eta: 5 days, 0:44:28, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6453, loss_cls: 2.7507, loss: 2.7507, grad_norm: 2.8230 2020-07-29 06:40:38,773 - mmaction - INFO - Epoch [123][1920/3757] lr: 5.368e-02, eta: 5 days, 0:44:00, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6359, loss_cls: 2.7696, loss: 2.7696, grad_norm: 2.8236 2020-07-29 06:40:54,675 - mmaction - INFO - Epoch [123][1940/3757] lr: 5.368e-02, eta: 5 days, 0:43:32, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6336, loss_cls: 2.7830, loss: 2.7830, grad_norm: 2.7365 2020-07-29 06:41:10,527 - mmaction - INFO - Epoch [123][1960/3757] lr: 5.368e-02, eta: 5 days, 0:43:04, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6352, loss_cls: 2.7771, loss: 2.7771, grad_norm: 2.7099 2020-07-29 06:41:26,260 - mmaction - INFO - Epoch [123][1980/3757] lr: 5.368e-02, eta: 5 days, 0:42:35, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6219, loss_cls: 2.8288, loss: 2.8288, grad_norm: 2.8425 2020-07-29 06:41:42,095 - mmaction - INFO - Epoch [123][2000/3757] lr: 5.368e-02, eta: 5 days, 0:42:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6344, loss_cls: 2.7003, loss: 2.7003, grad_norm: 2.7998 2020-07-29 06:41:57,923 - mmaction - INFO - Epoch [123][2020/3757] lr: 5.368e-02, eta: 5 days, 0:41:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6234, loss_cls: 2.7833, loss: 2.7833, grad_norm: 2.8535 2020-07-29 06:42:13,704 - mmaction - INFO - Epoch [123][2040/3757] lr: 5.368e-02, eta: 5 days, 0:41:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6211, loss_cls: 2.8592, loss: 2.8592, grad_norm: 2.8005 2020-07-29 06:42:29,635 - mmaction - INFO - Epoch [123][2060/3757] lr: 5.368e-02, eta: 5 days, 0:40:43, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6445, loss_cls: 2.7741, loss: 2.7741, grad_norm: 2.8056 2020-07-29 06:42:45,361 - mmaction - INFO - Epoch [123][2080/3757] lr: 5.368e-02, eta: 5 days, 0:40:14, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6391, loss_cls: 2.7915, loss: 2.7915, grad_norm: 2.7874 2020-07-29 06:43:01,144 - mmaction - INFO - Epoch [123][2100/3757] lr: 5.368e-02, eta: 5 days, 0:39:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6477, loss_cls: 2.7284, loss: 2.7284, grad_norm: 2.7198 2020-07-29 06:43:17,023 - mmaction - INFO - Epoch [123][2120/3757] lr: 5.368e-02, eta: 5 days, 0:39:18, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6453, loss_cls: 2.6810, loss: 2.6810, grad_norm: 2.7675 2020-07-29 06:43:32,945 - mmaction - INFO - Epoch [123][2140/3757] lr: 5.368e-02, eta: 5 days, 0:38:51, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6422, loss_cls: 2.7480, loss: 2.7480, grad_norm: 2.8274 2020-07-29 06:43:48,837 - mmaction - INFO - Epoch [123][2160/3757] lr: 5.368e-02, eta: 5 days, 0:38:23, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6336, loss_cls: 2.7979, loss: 2.7979, grad_norm: 2.7142 2020-07-29 06:44:04,688 - mmaction - INFO - Epoch [123][2180/3757] lr: 5.368e-02, eta: 5 days, 0:37:55, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6391, loss_cls: 2.7914, loss: 2.7914, grad_norm: 2.8402 2020-07-29 06:44:20,512 - mmaction - INFO - Epoch [123][2200/3757] lr: 5.368e-02, eta: 5 days, 0:37:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.8675, loss: 2.8675, grad_norm: 2.8037 2020-07-29 06:44:36,408 - mmaction - INFO - Epoch [123][2220/3757] lr: 5.368e-02, eta: 5 days, 0:36:59, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6148, loss_cls: 2.9231, loss: 2.9231, grad_norm: 2.7991 2020-07-29 06:44:52,208 - mmaction - INFO - Epoch [123][2240/3757] lr: 5.368e-02, eta: 5 days, 0:36:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6094, loss_cls: 2.9084, loss: 2.9084, grad_norm: 2.7146 2020-07-29 06:45:08,110 - mmaction - INFO - Epoch [123][2260/3757] lr: 5.368e-02, eta: 5 days, 0:36:03, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6266, loss_cls: 2.8139, loss: 2.8139, grad_norm: 2.7483 2020-07-29 06:45:23,922 - mmaction - INFO - Epoch [123][2280/3757] lr: 5.368e-02, eta: 5 days, 0:35:35, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6516, loss_cls: 2.7862, loss: 2.7862, grad_norm: 2.7252 2020-07-29 06:45:39,743 - mmaction - INFO - Epoch [123][2300/3757] lr: 5.368e-02, eta: 5 days, 0:35:07, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6336, loss_cls: 2.8154, loss: 2.8154, grad_norm: 2.7818 2020-07-29 06:45:55,501 - mmaction - INFO - Epoch [123][2320/3757] lr: 5.368e-02, eta: 5 days, 0:34:38, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6305, loss_cls: 2.7840, loss: 2.7840, grad_norm: 2.7102 2020-07-29 06:46:11,280 - mmaction - INFO - Epoch [123][2340/3757] lr: 5.368e-02, eta: 5 days, 0:34:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6391, loss_cls: 2.7666, loss: 2.7666, grad_norm: 2.8575 2020-07-29 06:46:27,077 - mmaction - INFO - Epoch [123][2360/3757] lr: 5.368e-02, eta: 5 days, 0:33:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6516, loss_cls: 2.7422, loss: 2.7422, grad_norm: 2.8059 2020-07-29 06:46:43,393 - mmaction - INFO - Epoch [123][2380/3757] lr: 5.368e-02, eta: 5 days, 0:33:17, time: 0.816, data_time: 0.023, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6391, loss_cls: 2.7632, loss: 2.7632, grad_norm: 2.8748 2020-07-29 06:46:59,460 - mmaction - INFO - Epoch [123][2400/3757] lr: 5.368e-02, eta: 5 days, 0:32:51, time: 0.803, data_time: 0.012, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6234, loss_cls: 2.8002, loss: 2.8002, grad_norm: 2.7647 2020-07-29 06:47:15,726 - mmaction - INFO - Epoch [123][2420/3757] lr: 5.368e-02, eta: 5 days, 0:32:26, time: 0.812, data_time: 0.025, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6172, loss_cls: 2.8946, loss: 2.8946, grad_norm: 2.7889 2020-07-29 06:47:31,836 - mmaction - INFO - Epoch [123][2440/3757] lr: 5.368e-02, eta: 5 days, 0:32:00, time: 0.805, data_time: 0.016, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6500, loss_cls: 2.7894, loss: 2.7894, grad_norm: 2.7306 2020-07-29 06:47:47,616 - mmaction - INFO - Epoch [123][2460/3757] lr: 5.368e-02, eta: 5 days, 0:31:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6273, loss_cls: 2.7797, loss: 2.7797, grad_norm: 2.7067 2020-07-29 06:48:03,492 - mmaction - INFO - Epoch [123][2480/3757] lr: 5.368e-02, eta: 5 days, 0:31:04, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6203, loss_cls: 2.9100, loss: 2.9100, grad_norm: 2.8143 2020-07-29 06:48:25,020 - mmaction - INFO - Epoch [123][2500/3757] lr: 5.368e-02, eta: 5 days, 0:31:17, time: 1.075, data_time: 0.265, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6375, loss_cls: 2.7755, loss: 2.7755, grad_norm: 2.7389 2020-07-29 06:48:41,143 - mmaction - INFO - Epoch [123][2520/3757] lr: 5.368e-02, eta: 5 days, 0:30:51, time: 0.808, data_time: 0.018, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6391, loss_cls: 2.7474, loss: 2.7474, grad_norm: 2.7820 2020-07-29 06:48:57,366 - mmaction - INFO - Epoch [123][2540/3757] lr: 5.368e-02, eta: 5 days, 0:30:26, time: 0.811, data_time: 0.023, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6555, loss_cls: 2.7052, loss: 2.7052, grad_norm: 2.6816 2020-07-29 06:49:13,576 - mmaction - INFO - Epoch [123][2560/3757] lr: 5.368e-02, eta: 5 days, 0:30:00, time: 0.810, data_time: 0.017, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6578, loss_cls: 2.7392, loss: 2.7392, grad_norm: 2.7874 2020-07-29 06:49:29,741 - mmaction - INFO - Epoch [123][2580/3757] lr: 5.368e-02, eta: 5 days, 0:29:35, time: 0.809, data_time: 0.026, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6492, loss_cls: 2.7822, loss: 2.7822, grad_norm: 2.8452 2020-07-29 06:49:45,556 - mmaction - INFO - Epoch [123][2600/3757] lr: 5.368e-02, eta: 5 days, 0:29:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6414, loss_cls: 2.7928, loss: 2.7928, grad_norm: 2.8776 2020-07-29 06:50:01,361 - mmaction - INFO - Epoch [123][2620/3757] lr: 5.368e-02, eta: 5 days, 0:28:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6117, loss_cls: 2.8775, loss: 2.8775, grad_norm: 2.7871 2020-07-29 06:50:17,242 - mmaction - INFO - Epoch [123][2640/3757] lr: 5.368e-02, eta: 5 days, 0:28:11, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6305, loss_cls: 2.8151, loss: 2.8151, grad_norm: 2.7561 2020-07-29 06:50:33,464 - mmaction - INFO - Epoch [123][2660/3757] lr: 5.368e-02, eta: 5 days, 0:27:46, time: 0.811, data_time: 0.024, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6383, loss_cls: 2.7366, loss: 2.7366, grad_norm: 2.7353 2020-07-29 06:50:49,510 - mmaction - INFO - Epoch [123][2680/3757] lr: 5.368e-02, eta: 5 days, 0:27:20, time: 0.803, data_time: 0.016, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6422, loss_cls: 2.7598, loss: 2.7598, grad_norm: 2.7778 2020-07-29 06:51:05,681 - mmaction - INFO - Epoch [123][2700/3757] lr: 5.368e-02, eta: 5 days, 0:26:54, time: 0.808, data_time: 0.023, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6438, loss_cls: 2.7516, loss: 2.7516, grad_norm: 2.8113 2020-07-29 06:51:21,954 - mmaction - INFO - Epoch [123][2720/3757] lr: 5.368e-02, eta: 5 days, 0:26:29, time: 0.813, data_time: 0.024, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6203, loss_cls: 2.7769, loss: 2.7769, grad_norm: 2.7503 2020-07-29 06:51:38,070 - mmaction - INFO - Epoch [123][2740/3757] lr: 5.368e-02, eta: 5 days, 0:26:03, time: 0.806, data_time: 0.020, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6352, loss_cls: 2.8292, loss: 2.8292, grad_norm: 2.7800 2020-07-29 06:51:53,878 - mmaction - INFO - Epoch [123][2760/3757] lr: 5.368e-02, eta: 5 days, 0:25:35, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6453, loss_cls: 2.7063, loss: 2.7063, grad_norm: 2.8239 2020-07-29 06:52:09,767 - mmaction - INFO - Epoch [123][2780/3757] lr: 5.368e-02, eta: 5 days, 0:25:08, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6172, loss_cls: 2.8877, loss: 2.8877, grad_norm: 2.8678 2020-07-29 06:52:25,587 - mmaction - INFO - Epoch [123][2800/3757] lr: 5.368e-02, eta: 5 days, 0:24:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6297, loss_cls: 2.7896, loss: 2.7896, grad_norm: 2.7253 2020-07-29 06:52:41,421 - mmaction - INFO - Epoch [123][2820/3757] lr: 5.368e-02, eta: 5 days, 0:24:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6633, loss_cls: 2.6435, loss: 2.6435, grad_norm: 2.7715 2020-07-29 06:52:57,238 - mmaction - INFO - Epoch [123][2840/3757] lr: 5.368e-02, eta: 5 days, 0:23:44, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6359, loss_cls: 2.7606, loss: 2.7606, grad_norm: 2.7767 2020-07-29 06:53:13,011 - mmaction - INFO - Epoch [123][2860/3757] lr: 5.368e-02, eta: 5 days, 0:23:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6234, loss_cls: 2.8051, loss: 2.8051, grad_norm: 2.6959 2020-07-29 06:53:28,836 - mmaction - INFO - Epoch [123][2880/3757] lr: 5.368e-02, eta: 5 days, 0:22:48, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6414, loss_cls: 2.7475, loss: 2.7475, grad_norm: 2.8152 2020-07-29 06:53:44,614 - mmaction - INFO - Epoch [123][2900/3757] lr: 5.368e-02, eta: 5 days, 0:22:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6297, loss_cls: 2.8161, loss: 2.8161, grad_norm: 2.8781 2020-07-29 06:54:00,416 - mmaction - INFO - Epoch [123][2920/3757] lr: 5.368e-02, eta: 5 days, 0:21:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6102, loss_cls: 2.9145, loss: 2.9145, grad_norm: 2.7991 2020-07-29 06:54:16,291 - mmaction - INFO - Epoch [123][2940/3757] lr: 5.368e-02, eta: 5 days, 0:21:24, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6273, loss_cls: 2.7843, loss: 2.7843, grad_norm: 2.7058 2020-07-29 06:54:32,073 - mmaction - INFO - Epoch [123][2960/3757] lr: 5.368e-02, eta: 5 days, 0:20:56, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6289, loss_cls: 2.7689, loss: 2.7689, grad_norm: 2.7805 2020-07-29 06:54:47,946 - mmaction - INFO - Epoch [123][2980/3757] lr: 5.368e-02, eta: 5 days, 0:20:28, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6539, loss_cls: 2.7021, loss: 2.7021, grad_norm: 2.7773 2020-07-29 06:55:03,870 - mmaction - INFO - Epoch [123][3000/3757] lr: 5.368e-02, eta: 5 days, 0:20:01, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6266, loss_cls: 2.8199, loss: 2.8199, grad_norm: 2.7836 2020-07-29 06:55:19,620 - mmaction - INFO - Epoch [123][3020/3757] lr: 5.368e-02, eta: 5 days, 0:19:33, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6391, loss_cls: 2.7628, loss: 2.7628, grad_norm: 2.7318 2020-07-29 06:55:35,446 - mmaction - INFO - Epoch [123][3040/3757] lr: 5.368e-02, eta: 5 days, 0:19:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6422, loss_cls: 2.7927, loss: 2.7927, grad_norm: 2.7421 2020-07-29 06:55:51,288 - mmaction - INFO - Epoch [123][3060/3757] lr: 5.368e-02, eta: 5 days, 0:18:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6227, loss_cls: 2.7625, loss: 2.7625, grad_norm: 2.7510 2020-07-29 06:56:07,192 - mmaction - INFO - Epoch [123][3080/3757] lr: 5.368e-02, eta: 5 days, 0:18:10, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6266, loss_cls: 2.8235, loss: 2.8235, grad_norm: 2.8127 2020-07-29 06:56:22,987 - mmaction - INFO - Epoch [123][3100/3757] lr: 5.368e-02, eta: 5 days, 0:17:42, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6172, loss_cls: 2.8853, loss: 2.8853, grad_norm: 2.8104 2020-07-29 06:56:38,799 - mmaction - INFO - Epoch [123][3120/3757] lr: 5.368e-02, eta: 5 days, 0:17:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6344, loss_cls: 2.7360, loss: 2.7360, grad_norm: 2.7126 2020-07-29 06:56:54,636 - mmaction - INFO - Epoch [123][3140/3757] lr: 5.368e-02, eta: 5 days, 0:16:46, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6242, loss_cls: 2.7933, loss: 2.7933, grad_norm: 2.7984 2020-07-29 06:57:10,407 - mmaction - INFO - Epoch [123][3160/3757] lr: 5.368e-02, eta: 5 days, 0:16:18, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6164, loss_cls: 2.8110, loss: 2.8110, grad_norm: 2.7520 2020-07-29 06:57:26,283 - mmaction - INFO - Epoch [123][3180/3757] lr: 5.368e-02, eta: 5 days, 0:15:51, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6352, loss_cls: 2.8101, loss: 2.8101, grad_norm: 2.8285 2020-07-29 06:57:42,153 - mmaction - INFO - Epoch [123][3200/3757] lr: 5.368e-02, eta: 5 days, 0:15:23, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6352, loss_cls: 2.8029, loss: 2.8029, grad_norm: 2.7868 2020-07-29 06:57:58,002 - mmaction - INFO - Epoch [123][3220/3757] lr: 5.368e-02, eta: 5 days, 0:14:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6070, loss_cls: 2.8942, loss: 2.8942, grad_norm: 2.9096 2020-07-29 06:58:13,777 - mmaction - INFO - Epoch [123][3240/3757] lr: 5.368e-02, eta: 5 days, 0:14:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6383, loss_cls: 2.7558, loss: 2.7558, grad_norm: 2.7806 2020-07-29 06:58:29,527 - mmaction - INFO - Epoch [123][3260/3757] lr: 5.368e-02, eta: 5 days, 0:13:59, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6477, loss_cls: 2.7579, loss: 2.7579, grad_norm: 2.7903 2020-07-29 06:58:45,301 - mmaction - INFO - Epoch [123][3280/3757] lr: 5.368e-02, eta: 5 days, 0:13:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6320, loss_cls: 2.8427, loss: 2.8427, grad_norm: 2.8027 2020-07-29 06:59:01,063 - mmaction - INFO - Epoch [123][3300/3757] lr: 5.368e-02, eta: 5 days, 0:13:03, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6383, loss_cls: 2.7952, loss: 2.7952, grad_norm: 2.8646 2020-07-29 06:59:16,894 - mmaction - INFO - Epoch [123][3320/3757] lr: 5.368e-02, eta: 5 days, 0:12:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6211, loss_cls: 2.8311, loss: 2.8311, grad_norm: 2.8351 2020-07-29 06:59:32,744 - mmaction - INFO - Epoch [123][3340/3757] lr: 5.368e-02, eta: 5 days, 0:12:08, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6109, loss_cls: 2.8789, loss: 2.8789, grad_norm: 2.7614 2020-07-29 06:59:48,489 - mmaction - INFO - Epoch [123][3360/3757] lr: 5.368e-02, eta: 5 days, 0:11:39, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6117, loss_cls: 2.8574, loss: 2.8574, grad_norm: 2.6977 2020-07-29 07:00:09,769 - mmaction - INFO - Epoch [123][3380/3757] lr: 5.368e-02, eta: 5 days, 0:11:49, time: 1.054, data_time: 0.004, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6203, loss_cls: 2.9242, loss: 2.9242, grad_norm: 2.7736 2020-07-29 07:00:25,554 - mmaction - INFO - Epoch [123][3400/3757] lr: 5.368e-02, eta: 5 days, 0:11:22, time: 0.799, data_time: 0.014, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6227, loss_cls: 2.9091, loss: 2.9091, grad_norm: 2.8445 2020-07-29 07:00:41,369 - mmaction - INFO - Epoch [123][3420/3757] lr: 5.368e-02, eta: 5 days, 0:10:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6273, loss_cls: 2.7849, loss: 2.7849, grad_norm: 2.7593 2020-07-29 07:00:57,314 - mmaction - INFO - Epoch [123][3440/3757] lr: 5.368e-02, eta: 5 days, 0:10:27, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6039, loss_cls: 2.9090, loss: 2.9090, grad_norm: 2.7373 2020-07-29 07:01:13,137 - mmaction - INFO - Epoch [123][3460/3757] lr: 5.368e-02, eta: 5 days, 0:10:00, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6547, loss_cls: 2.7173, loss: 2.7173, grad_norm: 2.7042 2020-07-29 07:01:28,953 - mmaction - INFO - Epoch [123][3480/3757] lr: 5.368e-02, eta: 5 days, 0:09:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6375, loss_cls: 2.7798, loss: 2.7798, grad_norm: 2.8549 2020-07-29 07:01:44,820 - mmaction - INFO - Epoch [123][3500/3757] lr: 5.368e-02, eta: 5 days, 0:09:04, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6461, loss_cls: 2.7660, loss: 2.7660, grad_norm: 2.7961 2020-07-29 07:02:00,622 - mmaction - INFO - Epoch [123][3520/3757] lr: 5.368e-02, eta: 5 days, 0:08:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6039, loss_cls: 2.9103, loss: 2.9103, grad_norm: 2.8808 2020-07-29 07:02:16,470 - mmaction - INFO - Epoch [123][3540/3757] lr: 5.368e-02, eta: 5 days, 0:08:09, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6383, loss_cls: 2.7642, loss: 2.7642, grad_norm: 2.7930 2020-07-29 07:02:32,376 - mmaction - INFO - Epoch [123][3560/3757] lr: 5.368e-02, eta: 5 days, 0:07:42, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6383, loss_cls: 2.8008, loss: 2.8008, grad_norm: 2.8828 2020-07-29 07:02:48,091 - mmaction - INFO - Epoch [123][3580/3757] lr: 5.368e-02, eta: 5 days, 0:07:13, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6508, loss_cls: 2.7685, loss: 2.7685, grad_norm: 2.7968 2020-07-29 07:03:03,928 - mmaction - INFO - Epoch [123][3600/3757] lr: 5.368e-02, eta: 5 days, 0:06:46, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.7513, loss: 2.7513, grad_norm: 2.8375 2020-07-29 07:03:19,773 - mmaction - INFO - Epoch [123][3620/3757] lr: 5.368e-02, eta: 5 days, 0:06:18, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6008, loss_cls: 2.8764, loss: 2.8764, grad_norm: 2.7734 2020-07-29 07:03:35,604 - mmaction - INFO - Epoch [123][3640/3757] lr: 5.368e-02, eta: 5 days, 0:05:51, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6289, loss_cls: 2.7329, loss: 2.7329, grad_norm: 2.7606 2020-07-29 07:03:51,361 - mmaction - INFO - Epoch [123][3660/3757] lr: 5.368e-02, eta: 5 days, 0:05:23, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6336, loss_cls: 2.7679, loss: 2.7679, grad_norm: 2.7954 2020-07-29 07:04:07,191 - mmaction - INFO - Epoch [123][3680/3757] lr: 5.368e-02, eta: 5 days, 0:04:55, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6445, loss_cls: 2.7447, loss: 2.7447, grad_norm: 2.7562 2020-07-29 07:04:23,055 - mmaction - INFO - Epoch [123][3700/3757] lr: 5.368e-02, eta: 5 days, 0:04:28, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6352, loss_cls: 2.7939, loss: 2.7939, grad_norm: 2.7661 2020-07-29 07:04:38,806 - mmaction - INFO - Epoch [123][3720/3757] lr: 5.368e-02, eta: 5 days, 0:04:00, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6203, loss_cls: 2.8517, loss: 2.8517, grad_norm: 2.7635 2020-07-29 07:04:54,583 - mmaction - INFO - Epoch [123][3740/3757] lr: 5.368e-02, eta: 5 days, 0:03:32, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6406, loss_cls: 2.8131, loss: 2.8131, grad_norm: 2.7803 2020-07-29 07:08:17,912 - mmaction - INFO - Epoch [124][20/3757] lr: 5.307e-02, eta: 5 days, 0:20:37, time: 9.155, data_time: 8.260, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6672, loss_cls: 2.6600, loss: 2.6600, grad_norm: 2.6930 2020-07-29 07:08:33,716 - mmaction - INFO - Epoch [124][40/3757] lr: 5.307e-02, eta: 5 days, 0:20:09, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6500, loss_cls: 2.7179, loss: 2.7179, grad_norm: 2.6996 2020-07-29 07:08:49,511 - mmaction - INFO - Epoch [124][60/3757] lr: 5.307e-02, eta: 5 days, 0:19:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6586, loss_cls: 2.6424, loss: 2.6424, grad_norm: 2.7422 2020-07-29 07:09:05,381 - mmaction - INFO - Epoch [124][80/3757] lr: 5.307e-02, eta: 5 days, 0:19:13, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6391, loss_cls: 2.7380, loss: 2.7380, grad_norm: 2.8450 2020-07-29 07:09:21,124 - mmaction - INFO - Epoch [124][100/3757] lr: 5.307e-02, eta: 5 days, 0:18:45, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6391, loss_cls: 2.7088, loss: 2.7088, grad_norm: 2.8340 2020-07-29 07:09:36,970 - mmaction - INFO - Epoch [124][120/3757] lr: 5.307e-02, eta: 5 days, 0:18:17, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6328, loss_cls: 2.8017, loss: 2.8017, grad_norm: 2.7787 2020-07-29 07:09:52,843 - mmaction - INFO - Epoch [124][140/3757] lr: 5.307e-02, eta: 5 days, 0:17:49, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6320, loss_cls: 2.8262, loss: 2.8262, grad_norm: 2.7633 2020-07-29 07:10:08,713 - mmaction - INFO - Epoch [124][160/3757] lr: 5.307e-02, eta: 5 days, 0:17:22, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6531, loss_cls: 2.7484, loss: 2.7484, grad_norm: 2.8870 2020-07-29 07:10:24,481 - mmaction - INFO - Epoch [124][180/3757] lr: 5.307e-02, eta: 5 days, 0:16:53, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6289, loss_cls: 2.7938, loss: 2.7938, grad_norm: 2.8641 2020-07-29 07:10:40,322 - mmaction - INFO - Epoch [124][200/3757] lr: 5.307e-02, eta: 5 days, 0:16:26, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6383, loss_cls: 2.7858, loss: 2.7858, grad_norm: 2.8039 2020-07-29 07:10:56,123 - mmaction - INFO - Epoch [124][220/3757] lr: 5.307e-02, eta: 5 days, 0:15:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.7201, loss: 2.7201, grad_norm: 2.8629 2020-07-29 07:11:12,021 - mmaction - INFO - Epoch [124][240/3757] lr: 5.307e-02, eta: 5 days, 0:15:30, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6172, loss_cls: 2.8653, loss: 2.8653, grad_norm: 2.8205 2020-07-29 07:11:27,837 - mmaction - INFO - Epoch [124][260/3757] lr: 5.307e-02, eta: 5 days, 0:15:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6523, loss_cls: 2.7398, loss: 2.7398, grad_norm: 2.9298 2020-07-29 07:11:43,674 - mmaction - INFO - Epoch [124][280/3757] lr: 5.307e-02, eta: 5 days, 0:14:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6414, loss_cls: 2.7588, loss: 2.7588, grad_norm: 2.8667 2020-07-29 07:11:59,456 - mmaction - INFO - Epoch [124][300/3757] lr: 5.307e-02, eta: 5 days, 0:14:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6359, loss_cls: 2.7698, loss: 2.7698, grad_norm: 2.7803 2020-07-29 07:12:15,299 - mmaction - INFO - Epoch [124][320/3757] lr: 5.307e-02, eta: 5 days, 0:13:39, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6539, loss_cls: 2.7421, loss: 2.7421, grad_norm: 2.8587 2020-07-29 07:12:31,207 - mmaction - INFO - Epoch [124][340/3757] lr: 5.307e-02, eta: 5 days, 0:13:11, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6438, loss_cls: 2.7265, loss: 2.7265, grad_norm: 2.7840 2020-07-29 07:12:47,011 - mmaction - INFO - Epoch [124][360/3757] lr: 5.307e-02, eta: 5 days, 0:12:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6070, loss_cls: 2.8887, loss: 2.8887, grad_norm: 2.7658 2020-07-29 07:13:02,802 - mmaction - INFO - Epoch [124][380/3757] lr: 5.307e-02, eta: 5 days, 0:12:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6125, loss_cls: 2.8811, loss: 2.8811, grad_norm: 2.7995 2020-07-29 07:13:18,649 - mmaction - INFO - Epoch [124][400/3757] lr: 5.307e-02, eta: 5 days, 0:11:48, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6547, loss_cls: 2.6951, loss: 2.6951, grad_norm: 2.7517 2020-07-29 07:13:34,513 - mmaction - INFO - Epoch [124][420/3757] lr: 5.307e-02, eta: 5 days, 0:11:20, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6336, loss_cls: 2.8240, loss: 2.8240, grad_norm: 2.8339 2020-07-29 07:13:50,390 - mmaction - INFO - Epoch [124][440/3757] lr: 5.307e-02, eta: 5 days, 0:10:53, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6453, loss_cls: 2.7133, loss: 2.7133, grad_norm: 2.7706 2020-07-29 07:14:06,235 - mmaction - INFO - Epoch [124][460/3757] lr: 5.307e-02, eta: 5 days, 0:10:25, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6453, loss_cls: 2.7331, loss: 2.7331, grad_norm: 2.7694 2020-07-29 07:14:22,081 - mmaction - INFO - Epoch [124][480/3757] lr: 5.307e-02, eta: 5 days, 0:09:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6258, loss_cls: 2.8228, loss: 2.8228, grad_norm: 2.7409 2020-07-29 07:14:37,935 - mmaction - INFO - Epoch [124][500/3757] lr: 5.307e-02, eta: 5 days, 0:09:30, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6547, loss_cls: 2.7244, loss: 2.7244, grad_norm: 2.8336 2020-07-29 07:14:53,678 - mmaction - INFO - Epoch [124][520/3757] lr: 5.307e-02, eta: 5 days, 0:09:01, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6227, loss_cls: 2.8596, loss: 2.8596, grad_norm: 2.8404 2020-07-29 07:15:09,449 - mmaction - INFO - Epoch [124][540/3757] lr: 5.307e-02, eta: 5 days, 0:08:33, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6406, loss_cls: 2.7273, loss: 2.7273, grad_norm: 2.7203 2020-07-29 07:15:25,311 - mmaction - INFO - Epoch [124][560/3757] lr: 5.307e-02, eta: 5 days, 0:08:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6453, loss_cls: 2.7353, loss: 2.7353, grad_norm: 2.7694 2020-07-29 07:15:41,191 - mmaction - INFO - Epoch [124][580/3757] lr: 5.307e-02, eta: 5 days, 0:07:38, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6391, loss_cls: 2.7384, loss: 2.7384, grad_norm: 2.7196 2020-07-29 07:15:56,903 - mmaction - INFO - Epoch [124][600/3757] lr: 5.307e-02, eta: 5 days, 0:07:10, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6484, loss_cls: 2.7639, loss: 2.7639, grad_norm: 2.8855 2020-07-29 07:16:12,709 - mmaction - INFO - Epoch [124][620/3757] lr: 5.307e-02, eta: 5 days, 0:06:42, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6445, loss_cls: 2.7011, loss: 2.7011, grad_norm: 2.8079 2020-07-29 07:16:28,548 - mmaction - INFO - Epoch [124][640/3757] lr: 5.307e-02, eta: 5 days, 0:06:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6266, loss_cls: 2.8050, loss: 2.8050, grad_norm: 2.8000 2020-07-29 07:16:44,435 - mmaction - INFO - Epoch [124][660/3757] lr: 5.307e-02, eta: 5 days, 0:05:47, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6320, loss_cls: 2.7900, loss: 2.7900, grad_norm: 2.8285 2020-07-29 07:17:00,279 - mmaction - INFO - Epoch [124][680/3757] lr: 5.307e-02, eta: 5 days, 0:05:19, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6398, loss_cls: 2.8157, loss: 2.8157, grad_norm: 2.8763 2020-07-29 07:17:16,125 - mmaction - INFO - Epoch [124][700/3757] lr: 5.307e-02, eta: 5 days, 0:04:52, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6312, loss_cls: 2.7995, loss: 2.7995, grad_norm: 2.7757 2020-07-29 07:17:31,918 - mmaction - INFO - Epoch [124][720/3757] lr: 5.307e-02, eta: 5 days, 0:04:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6383, loss_cls: 2.7953, loss: 2.7953, grad_norm: 2.8260 2020-07-29 07:17:47,702 - mmaction - INFO - Epoch [124][740/3757] lr: 5.307e-02, eta: 5 days, 0:03:56, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6445, loss_cls: 2.6497, loss: 2.6497, grad_norm: 2.7558 2020-07-29 07:18:03,487 - mmaction - INFO - Epoch [124][760/3757] lr: 5.307e-02, eta: 5 days, 0:03:28, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6219, loss_cls: 2.7784, loss: 2.7784, grad_norm: 2.7942 2020-07-29 07:18:19,209 - mmaction - INFO - Epoch [124][780/3757] lr: 5.307e-02, eta: 5 days, 0:02:59, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6383, loss_cls: 2.7791, loss: 2.7791, grad_norm: 2.7926 2020-07-29 07:18:35,037 - mmaction - INFO - Epoch [124][800/3757] lr: 5.307e-02, eta: 5 days, 0:02:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6180, loss_cls: 2.8465, loss: 2.8465, grad_norm: 2.8064 2020-07-29 07:18:50,853 - mmaction - INFO - Epoch [124][820/3757] lr: 5.307e-02, eta: 5 days, 0:02:04, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6500, loss_cls: 2.7181, loss: 2.7181, grad_norm: 2.8342 2020-07-29 07:19:07,071 - mmaction - INFO - Epoch [124][840/3757] lr: 5.307e-02, eta: 5 days, 0:01:39, time: 0.809, data_time: 0.013, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6258, loss_cls: 2.8227, loss: 2.8227, grad_norm: 2.7542 2020-07-29 07:19:22,852 - mmaction - INFO - Epoch [124][860/3757] lr: 5.307e-02, eta: 5 days, 0:01:11, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6273, loss_cls: 2.8112, loss: 2.8112, grad_norm: 2.8034 2020-07-29 07:19:38,603 - mmaction - INFO - Epoch [124][880/3757] lr: 5.307e-02, eta: 5 days, 0:00:43, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6531, loss_cls: 2.7347, loss: 2.7347, grad_norm: 2.8271 2020-07-29 07:19:54,462 - mmaction - INFO - Epoch [124][900/3757] lr: 5.307e-02, eta: 5 days, 0:00:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6500, loss_cls: 2.7091, loss: 2.7091, grad_norm: 2.7871 2020-07-29 07:20:10,260 - mmaction - INFO - Epoch [124][920/3757] lr: 5.307e-02, eta: 4 days, 23:59:48, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6367, loss_cls: 2.7816, loss: 2.7816, grad_norm: 2.8113 2020-07-29 07:20:26,129 - mmaction - INFO - Epoch [124][940/3757] lr: 5.307e-02, eta: 4 days, 23:59:20, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6680, loss_cls: 2.7168, loss: 2.7168, grad_norm: 2.7709 2020-07-29 07:20:41,911 - mmaction - INFO - Epoch [124][960/3757] lr: 5.307e-02, eta: 4 days, 23:58:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6484, loss_cls: 2.6860, loss: 2.6860, grad_norm: 2.7151 2020-07-29 07:20:57,756 - mmaction - INFO - Epoch [124][980/3757] lr: 5.307e-02, eta: 4 days, 23:58:25, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6445, loss_cls: 2.7671, loss: 2.7671, grad_norm: 2.8218 2020-07-29 07:21:13,654 - mmaction - INFO - Epoch [124][1000/3757] lr: 5.307e-02, eta: 4 days, 23:57:58, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6383, loss_cls: 2.6865, loss: 2.6865, grad_norm: 2.7343 2020-07-29 07:21:29,480 - mmaction - INFO - Epoch [124][1020/3757] lr: 5.307e-02, eta: 4 days, 23:57:30, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3312, top5_acc: 0.6094, loss_cls: 2.9131, loss: 2.9131, grad_norm: 2.8603 2020-07-29 07:21:45,375 - mmaction - INFO - Epoch [124][1040/3757] lr: 5.307e-02, eta: 4 days, 23:57:02, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6453, loss_cls: 2.7913, loss: 2.7913, grad_norm: 2.7535 2020-07-29 07:22:01,109 - mmaction - INFO - Epoch [124][1060/3757] lr: 5.307e-02, eta: 4 days, 23:56:35, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6312, loss_cls: 2.8705, loss: 2.8705, grad_norm: 2.7948 2020-07-29 07:22:16,986 - mmaction - INFO - Epoch [124][1080/3757] lr: 5.307e-02, eta: 4 days, 23:56:07, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.7741, loss: 2.7741, grad_norm: 2.7604 2020-07-29 07:22:32,779 - mmaction - INFO - Epoch [124][1100/3757] lr: 5.307e-02, eta: 4 days, 23:55:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6422, loss_cls: 2.7099, loss: 2.7099, grad_norm: 2.8165 2020-07-29 07:22:48,674 - mmaction - INFO - Epoch [124][1120/3757] lr: 5.307e-02, eta: 4 days, 23:55:12, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6406, loss_cls: 2.7708, loss: 2.7708, grad_norm: 2.8599 2020-07-29 07:23:04,430 - mmaction - INFO - Epoch [124][1140/3757] lr: 5.307e-02, eta: 4 days, 23:54:44, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6258, loss_cls: 2.8170, loss: 2.8170, grad_norm: 2.7460 2020-07-29 07:23:20,193 - mmaction - INFO - Epoch [124][1160/3757] lr: 5.307e-02, eta: 4 days, 23:54:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6242, loss_cls: 2.8938, loss: 2.8938, grad_norm: 2.8339 2020-07-29 07:23:36,047 - mmaction - INFO - Epoch [124][1180/3757] lr: 5.307e-02, eta: 4 days, 23:53:49, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6508, loss_cls: 2.6887, loss: 2.6887, grad_norm: 2.7950 2020-07-29 07:23:51,907 - mmaction - INFO - Epoch [124][1200/3757] lr: 5.307e-02, eta: 4 days, 23:53:22, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6328, loss_cls: 2.7830, loss: 2.7830, grad_norm: 2.8733 2020-07-29 07:24:07,721 - mmaction - INFO - Epoch [124][1220/3757] lr: 5.307e-02, eta: 4 days, 23:52:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6375, loss_cls: 2.7955, loss: 2.7955, grad_norm: 2.9098 2020-07-29 07:24:23,536 - mmaction - INFO - Epoch [124][1240/3757] lr: 5.307e-02, eta: 4 days, 23:52:26, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6250, loss_cls: 2.8345, loss: 2.8345, grad_norm: 2.9047 2020-07-29 07:24:39,325 - mmaction - INFO - Epoch [124][1260/3757] lr: 5.307e-02, eta: 4 days, 23:51:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6203, loss_cls: 2.8372, loss: 2.8372, grad_norm: 2.8717 2020-07-29 07:24:55,162 - mmaction - INFO - Epoch [124][1280/3757] lr: 5.307e-02, eta: 4 days, 23:51:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6266, loss_cls: 2.8592, loss: 2.8592, grad_norm: 2.8343 2020-07-29 07:25:10,984 - mmaction - INFO - Epoch [124][1300/3757] lr: 5.307e-02, eta: 4 days, 23:51:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6180, loss_cls: 2.8565, loss: 2.8565, grad_norm: 2.7741 2020-07-29 07:25:26,784 - mmaction - INFO - Epoch [124][1320/3757] lr: 5.307e-02, eta: 4 days, 23:50:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6375, loss_cls: 2.7136, loss: 2.7136, grad_norm: 2.7274 2020-07-29 07:25:42,647 - mmaction - INFO - Epoch [124][1340/3757] lr: 5.307e-02, eta: 4 days, 23:50:09, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6117, loss_cls: 2.8000, loss: 2.8000, grad_norm: 2.8840 2020-07-29 07:25:58,451 - mmaction - INFO - Epoch [124][1360/3757] lr: 5.307e-02, eta: 4 days, 23:49:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6352, loss_cls: 2.7696, loss: 2.7696, grad_norm: 2.8565 2020-07-29 07:26:14,261 - mmaction - INFO - Epoch [124][1380/3757] lr: 5.307e-02, eta: 4 days, 23:49:13, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6328, loss_cls: 2.8288, loss: 2.8288, grad_norm: 2.9196 2020-07-29 07:26:30,097 - mmaction - INFO - Epoch [124][1400/3757] lr: 5.307e-02, eta: 4 days, 23:48:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6383, loss_cls: 2.7321, loss: 2.7321, grad_norm: 2.7534 2020-07-29 07:26:45,927 - mmaction - INFO - Epoch [124][1420/3757] lr: 5.307e-02, eta: 4 days, 23:48:18, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6297, loss_cls: 2.7854, loss: 2.7854, grad_norm: 2.7440 2020-07-29 07:27:01,702 - mmaction - INFO - Epoch [124][1440/3757] lr: 5.307e-02, eta: 4 days, 23:47:51, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6398, loss_cls: 2.7022, loss: 2.7022, grad_norm: 2.8051 2020-07-29 07:27:17,489 - mmaction - INFO - Epoch [124][1460/3757] lr: 5.307e-02, eta: 4 days, 23:47:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.7495, loss: 2.7495, grad_norm: 2.8154 2020-07-29 07:27:33,497 - mmaction - INFO - Epoch [124][1480/3757] lr: 5.307e-02, eta: 4 days, 23:46:57, time: 0.800, data_time: 0.013, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6109, loss_cls: 2.8388, loss: 2.8388, grad_norm: 2.8635 2020-07-29 07:27:49,294 - mmaction - INFO - Epoch [124][1500/3757] lr: 5.307e-02, eta: 4 days, 23:46:29, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6234, loss_cls: 2.8348, loss: 2.8348, grad_norm: 2.8236 2020-07-29 07:28:05,139 - mmaction - INFO - Epoch [124][1520/3757] lr: 5.307e-02, eta: 4 days, 23:46:02, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6641, loss_cls: 2.6837, loss: 2.6837, grad_norm: 2.8005 2020-07-29 07:28:20,910 - mmaction - INFO - Epoch [124][1540/3757] lr: 5.307e-02, eta: 4 days, 23:45:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6312, loss_cls: 2.7252, loss: 2.7252, grad_norm: 2.8249 2020-07-29 07:28:36,744 - mmaction - INFO - Epoch [124][1560/3757] lr: 5.307e-02, eta: 4 days, 23:45:06, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6414, loss_cls: 2.7683, loss: 2.7683, grad_norm: 2.7770 2020-07-29 07:28:52,592 - mmaction - INFO - Epoch [124][1580/3757] lr: 5.307e-02, eta: 4 days, 23:44:39, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6547, loss_cls: 2.7695, loss: 2.7695, grad_norm: 2.7934 2020-07-29 07:29:08,389 - mmaction - INFO - Epoch [124][1600/3757] lr: 5.307e-02, eta: 4 days, 23:44:11, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6320, loss_cls: 2.7089, loss: 2.7089, grad_norm: 2.7357 2020-07-29 07:29:24,173 - mmaction - INFO - Epoch [124][1620/3757] lr: 5.307e-02, eta: 4 days, 23:43:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6344, loss_cls: 2.7965, loss: 2.7965, grad_norm: 2.7808 2020-07-29 07:29:40,023 - mmaction - INFO - Epoch [124][1640/3757] lr: 5.307e-02, eta: 4 days, 23:43:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6430, loss_cls: 2.7305, loss: 2.7305, grad_norm: 2.8051 2020-07-29 07:29:55,875 - mmaction - INFO - Epoch [124][1660/3757] lr: 5.307e-02, eta: 4 days, 23:42:49, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6234, loss_cls: 2.7233, loss: 2.7233, grad_norm: 2.7502 2020-07-29 07:30:11,671 - mmaction - INFO - Epoch [124][1680/3757] lr: 5.307e-02, eta: 4 days, 23:42:22, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6195, loss_cls: 2.8820, loss: 2.8820, grad_norm: 2.8812 2020-07-29 07:30:27,464 - mmaction - INFO - Epoch [124][1700/3757] lr: 5.307e-02, eta: 4 days, 23:41:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3430, top5_acc: 0.6016, loss_cls: 2.9142, loss: 2.9142, grad_norm: 2.8080 2020-07-29 07:30:43,280 - mmaction - INFO - Epoch [124][1720/3757] lr: 5.307e-02, eta: 4 days, 23:41:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6172, loss_cls: 2.8622, loss: 2.8622, grad_norm: 2.8673 2020-07-29 07:30:59,088 - mmaction - INFO - Epoch [124][1740/3757] lr: 5.307e-02, eta: 4 days, 23:40:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6234, loss_cls: 2.8103, loss: 2.8103, grad_norm: 2.8604 2020-07-29 07:31:14,909 - mmaction - INFO - Epoch [124][1760/3757] lr: 5.307e-02, eta: 4 days, 23:40:32, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6453, loss_cls: 2.7665, loss: 2.7665, grad_norm: 2.8332 2020-07-29 07:31:30,746 - mmaction - INFO - Epoch [124][1780/3757] lr: 5.307e-02, eta: 4 days, 23:40:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6477, loss_cls: 2.6994, loss: 2.6994, grad_norm: 2.8157 2020-07-29 07:31:46,524 - mmaction - INFO - Epoch [124][1800/3757] lr: 5.307e-02, eta: 4 days, 23:39:37, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6312, loss_cls: 2.8383, loss: 2.8383, grad_norm: 2.8891 2020-07-29 07:32:02,450 - mmaction - INFO - Epoch [124][1820/3757] lr: 5.307e-02, eta: 4 days, 23:39:10, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6305, loss_cls: 2.8217, loss: 2.8217, grad_norm: 2.8208 2020-07-29 07:32:18,238 - mmaction - INFO - Epoch [124][1840/3757] lr: 5.307e-02, eta: 4 days, 23:38:42, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6383, loss_cls: 2.8414, loss: 2.8414, grad_norm: 2.8715 2020-07-29 07:32:34,040 - mmaction - INFO - Epoch [124][1860/3757] lr: 5.307e-02, eta: 4 days, 23:38:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6188, loss_cls: 2.8648, loss: 2.8648, grad_norm: 2.8181 2020-07-29 07:32:49,869 - mmaction - INFO - Epoch [124][1880/3757] lr: 5.307e-02, eta: 4 days, 23:37:48, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6250, loss_cls: 2.7952, loss: 2.7952, grad_norm: 2.6830 2020-07-29 07:33:05,778 - mmaction - INFO - Epoch [124][1900/3757] lr: 5.307e-02, eta: 4 days, 23:37:21, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6102, loss_cls: 2.8305, loss: 2.8305, grad_norm: 2.7933 2020-07-29 07:33:21,698 - mmaction - INFO - Epoch [124][1920/3757] lr: 5.307e-02, eta: 4 days, 23:36:54, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6242, loss_cls: 2.8362, loss: 2.8362, grad_norm: 2.7931 2020-07-29 07:33:37,503 - mmaction - INFO - Epoch [124][1940/3757] lr: 5.307e-02, eta: 4 days, 23:36:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6289, loss_cls: 2.8158, loss: 2.8158, grad_norm: 2.8499 2020-07-29 07:33:53,283 - mmaction - INFO - Epoch [124][1960/3757] lr: 5.307e-02, eta: 4 days, 23:35:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6195, loss_cls: 2.7575, loss: 2.7575, grad_norm: 2.7612 2020-07-29 07:34:09,145 - mmaction - INFO - Epoch [124][1980/3757] lr: 5.307e-02, eta: 4 days, 23:35:32, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6289, loss_cls: 2.7600, loss: 2.7600, grad_norm: 2.7270 2020-07-29 07:34:25,065 - mmaction - INFO - Epoch [124][2000/3757] lr: 5.307e-02, eta: 4 days, 23:35:05, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6719, loss_cls: 2.6738, loss: 2.6738, grad_norm: 2.7647 2020-07-29 07:34:40,910 - mmaction - INFO - Epoch [124][2020/3757] lr: 5.307e-02, eta: 4 days, 23:34:38, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6320, loss_cls: 2.7452, loss: 2.7452, grad_norm: 2.7491 2020-07-29 07:34:56,726 - mmaction - INFO - Epoch [124][2040/3757] lr: 5.307e-02, eta: 4 days, 23:34:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6469, loss_cls: 2.7546, loss: 2.7546, grad_norm: 2.8306 2020-07-29 07:35:12,445 - mmaction - INFO - Epoch [124][2060/3757] lr: 5.307e-02, eta: 4 days, 23:33:43, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6336, loss_cls: 2.8295, loss: 2.8295, grad_norm: 2.8501 2020-07-29 07:35:28,168 - mmaction - INFO - Epoch [124][2080/3757] lr: 5.307e-02, eta: 4 days, 23:33:15, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6328, loss_cls: 2.7553, loss: 2.7553, grad_norm: 2.7767 2020-07-29 07:35:43,949 - mmaction - INFO - Epoch [124][2100/3757] lr: 5.307e-02, eta: 4 days, 23:32:47, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6453, loss_cls: 2.7248, loss: 2.7248, grad_norm: 2.7928 2020-07-29 07:35:59,788 - mmaction - INFO - Epoch [124][2120/3757] lr: 5.307e-02, eta: 4 days, 23:32:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6195, loss_cls: 2.8552, loss: 2.8552, grad_norm: 2.8729 2020-07-29 07:36:15,491 - mmaction - INFO - Epoch [124][2140/3757] lr: 5.307e-02, eta: 4 days, 23:31:52, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6273, loss_cls: 2.7879, loss: 2.7879, grad_norm: 2.6980 2020-07-29 07:36:31,271 - mmaction - INFO - Epoch [124][2160/3757] lr: 5.307e-02, eta: 4 days, 23:31:24, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6438, loss_cls: 2.7857, loss: 2.7857, grad_norm: 2.7853 2020-07-29 07:36:47,089 - mmaction - INFO - Epoch [124][2180/3757] lr: 5.307e-02, eta: 4 days, 23:30:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6477, loss_cls: 2.7397, loss: 2.7397, grad_norm: 2.8364 2020-07-29 07:37:02,899 - mmaction - INFO - Epoch [124][2200/3757] lr: 5.307e-02, eta: 4 days, 23:30:30, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6109, loss_cls: 2.8912, loss: 2.8912, grad_norm: 2.9341 2020-07-29 07:37:18,645 - mmaction - INFO - Epoch [124][2220/3757] lr: 5.307e-02, eta: 4 days, 23:30:02, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6492, loss_cls: 2.7088, loss: 2.7088, grad_norm: 2.7216 2020-07-29 07:37:34,450 - mmaction - INFO - Epoch [124][2240/3757] lr: 5.307e-02, eta: 4 days, 23:29:35, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.7270, loss: 2.7270, grad_norm: 2.8816 2020-07-29 07:37:50,288 - mmaction - INFO - Epoch [124][2260/3757] lr: 5.307e-02, eta: 4 days, 23:29:07, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6375, loss_cls: 2.8090, loss: 2.8090, grad_norm: 2.9329 2020-07-29 07:38:06,136 - mmaction - INFO - Epoch [124][2280/3757] lr: 5.307e-02, eta: 4 days, 23:28:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6328, loss_cls: 2.8067, loss: 2.8067, grad_norm: 2.7943 2020-07-29 07:38:21,954 - mmaction - INFO - Epoch [124][2300/3757] lr: 5.307e-02, eta: 4 days, 23:28:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6219, loss_cls: 2.7955, loss: 2.7955, grad_norm: 2.8832 2020-07-29 07:38:37,778 - mmaction - INFO - Epoch [124][2320/3757] lr: 5.307e-02, eta: 4 days, 23:27:46, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6289, loss_cls: 2.7997, loss: 2.7997, grad_norm: 2.8071 2020-07-29 07:38:53,659 - mmaction - INFO - Epoch [124][2340/3757] lr: 5.307e-02, eta: 4 days, 23:27:19, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6062, loss_cls: 2.8380, loss: 2.8380, grad_norm: 2.7745 2020-07-29 07:39:09,427 - mmaction - INFO - Epoch [124][2360/3757] lr: 5.307e-02, eta: 4 days, 23:26:51, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3461, top5_acc: 0.6242, loss_cls: 2.8902, loss: 2.8902, grad_norm: 2.8317 2020-07-29 07:39:25,189 - mmaction - INFO - Epoch [124][2380/3757] lr: 5.307e-02, eta: 4 days, 23:26:24, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6289, loss_cls: 2.7859, loss: 2.7859, grad_norm: 2.7841 2020-07-29 07:39:41,007 - mmaction - INFO - Epoch [124][2400/3757] lr: 5.307e-02, eta: 4 days, 23:25:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6141, loss_cls: 2.8969, loss: 2.8969, grad_norm: 2.6916 2020-07-29 07:39:56,810 - mmaction - INFO - Epoch [124][2420/3757] lr: 5.307e-02, eta: 4 days, 23:25:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6398, loss_cls: 2.7829, loss: 2.7829, grad_norm: 2.7646 2020-07-29 07:40:12,587 - mmaction - INFO - Epoch [124][2440/3757] lr: 5.307e-02, eta: 4 days, 23:25:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6172, loss_cls: 2.8248, loss: 2.8248, grad_norm: 2.7824 2020-07-29 07:40:28,441 - mmaction - INFO - Epoch [124][2460/3757] lr: 5.307e-02, eta: 4 days, 23:24:35, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6312, loss_cls: 2.7345, loss: 2.7345, grad_norm: 2.7997 2020-07-29 07:40:44,301 - mmaction - INFO - Epoch [124][2480/3757] lr: 5.307e-02, eta: 4 days, 23:24:08, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6398, loss_cls: 2.7914, loss: 2.7914, grad_norm: 2.7933 2020-07-29 07:41:00,097 - mmaction - INFO - Epoch [124][2500/3757] lr: 5.307e-02, eta: 4 days, 23:23:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6391, loss_cls: 2.7825, loss: 2.7825, grad_norm: 2.8125 2020-07-29 07:41:15,987 - mmaction - INFO - Epoch [124][2520/3757] lr: 5.307e-02, eta: 4 days, 23:23:14, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6453, loss_cls: 2.7596, loss: 2.7596, grad_norm: 2.9425 2020-07-29 07:41:31,803 - mmaction - INFO - Epoch [124][2540/3757] lr: 5.307e-02, eta: 4 days, 23:22:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6344, loss_cls: 2.8037, loss: 2.8037, grad_norm: 2.8774 2020-07-29 07:41:47,624 - mmaction - INFO - Epoch [124][2560/3757] lr: 5.307e-02, eta: 4 days, 23:22:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6398, loss_cls: 2.7139, loss: 2.7139, grad_norm: 2.8481 2020-07-29 07:42:03,415 - mmaction - INFO - Epoch [124][2580/3757] lr: 5.307e-02, eta: 4 days, 23:21:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6391, loss_cls: 2.7809, loss: 2.7809, grad_norm: 2.8059 2020-07-29 07:42:19,270 - mmaction - INFO - Epoch [124][2600/3757] lr: 5.307e-02, eta: 4 days, 23:21:25, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6508, loss_cls: 2.7406, loss: 2.7406, grad_norm: 2.7719 2020-07-29 07:42:35,056 - mmaction - INFO - Epoch [124][2620/3757] lr: 5.307e-02, eta: 4 days, 23:20:58, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6430, loss_cls: 2.7420, loss: 2.7420, grad_norm: 2.8516 2020-07-29 07:42:50,996 - mmaction - INFO - Epoch [124][2640/3757] lr: 5.307e-02, eta: 4 days, 23:20:32, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6312, loss_cls: 2.7653, loss: 2.7653, grad_norm: 2.8755 2020-07-29 07:43:06,858 - mmaction - INFO - Epoch [124][2660/3757] lr: 5.307e-02, eta: 4 days, 23:20:05, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6133, loss_cls: 2.8996, loss: 2.8996, grad_norm: 2.8742 2020-07-29 07:43:22,591 - mmaction - INFO - Epoch [124][2680/3757] lr: 5.307e-02, eta: 4 days, 23:19:37, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6586, loss_cls: 2.6989, loss: 2.6989, grad_norm: 2.8321 2020-07-29 07:43:38,398 - mmaction - INFO - Epoch [124][2700/3757] lr: 5.307e-02, eta: 4 days, 23:19:10, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6602, loss_cls: 2.6901, loss: 2.6901, grad_norm: 2.7992 2020-07-29 07:43:54,221 - mmaction - INFO - Epoch [124][2720/3757] lr: 5.307e-02, eta: 4 days, 23:18:43, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6484, loss_cls: 2.7759, loss: 2.7759, grad_norm: 2.7963 2020-07-29 07:44:10,095 - mmaction - INFO - Epoch [124][2740/3757] lr: 5.307e-02, eta: 4 days, 23:18:16, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6523, loss_cls: 2.7568, loss: 2.7568, grad_norm: 2.8204 2020-07-29 07:44:25,846 - mmaction - INFO - Epoch [124][2760/3757] lr: 5.307e-02, eta: 4 days, 23:17:48, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6328, loss_cls: 2.7812, loss: 2.7812, grad_norm: 2.7530 2020-07-29 07:44:41,730 - mmaction - INFO - Epoch [124][2780/3757] lr: 5.307e-02, eta: 4 days, 23:17:22, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6398, loss_cls: 2.7582, loss: 2.7582, grad_norm: 2.9272 2020-07-29 07:44:57,545 - mmaction - INFO - Epoch [124][2800/3757] lr: 5.307e-02, eta: 4 days, 23:16:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6344, loss_cls: 2.7620, loss: 2.7620, grad_norm: 2.8229 2020-07-29 07:45:13,355 - mmaction - INFO - Epoch [124][2820/3757] lr: 5.307e-02, eta: 4 days, 23:16:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6234, loss_cls: 2.8385, loss: 2.8385, grad_norm: 2.8743 2020-07-29 07:45:29,118 - mmaction - INFO - Epoch [124][2840/3757] lr: 5.307e-02, eta: 4 days, 23:16:00, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6422, loss_cls: 2.7561, loss: 2.7561, grad_norm: 2.7697 2020-07-29 07:45:44,875 - mmaction - INFO - Epoch [124][2860/3757] lr: 5.307e-02, eta: 4 days, 23:15:32, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6453, loss_cls: 2.8300, loss: 2.8300, grad_norm: 2.8944 2020-07-29 07:46:00,725 - mmaction - INFO - Epoch [124][2880/3757] lr: 5.307e-02, eta: 4 days, 23:15:05, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6375, loss_cls: 2.8398, loss: 2.8398, grad_norm: 2.8019 2020-07-29 07:46:16,536 - mmaction - INFO - Epoch [124][2900/3757] lr: 5.307e-02, eta: 4 days, 23:14:38, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6195, loss_cls: 2.8041, loss: 2.8041, grad_norm: 2.7642 2020-07-29 07:46:32,368 - mmaction - INFO - Epoch [124][2920/3757] lr: 5.307e-02, eta: 4 days, 23:14:11, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6469, loss_cls: 2.6863, loss: 2.6863, grad_norm: 2.8114 2020-07-29 07:46:48,228 - mmaction - INFO - Epoch [124][2940/3757] lr: 5.307e-02, eta: 4 days, 23:13:44, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6211, loss_cls: 2.7890, loss: 2.7890, grad_norm: 2.8490 2020-07-29 07:47:04,089 - mmaction - INFO - Epoch [124][2960/3757] lr: 5.307e-02, eta: 4 days, 23:13:18, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6305, loss_cls: 2.7621, loss: 2.7621, grad_norm: 2.8527 2020-07-29 07:47:20,072 - mmaction - INFO - Epoch [124][2980/3757] lr: 5.307e-02, eta: 4 days, 23:12:52, time: 0.799, data_time: 0.012, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6211, loss_cls: 2.8634, loss: 2.8634, grad_norm: 2.7906 2020-07-29 07:47:35,946 - mmaction - INFO - Epoch [124][3000/3757] lr: 5.307e-02, eta: 4 days, 23:12:25, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6422, loss_cls: 2.7358, loss: 2.7358, grad_norm: 2.8313 2020-07-29 07:47:51,741 - mmaction - INFO - Epoch [124][3020/3757] lr: 5.307e-02, eta: 4 days, 23:11:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6398, loss_cls: 2.8030, loss: 2.8030, grad_norm: 2.8689 2020-07-29 07:48:07,546 - mmaction - INFO - Epoch [124][3040/3757] lr: 5.307e-02, eta: 4 days, 23:11:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6445, loss_cls: 2.7667, loss: 2.7667, grad_norm: 2.7861 2020-07-29 07:48:23,397 - mmaction - INFO - Epoch [124][3060/3757] lr: 5.307e-02, eta: 4 days, 23:11:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6203, loss_cls: 2.8559, loss: 2.8559, grad_norm: 2.8653 2020-07-29 07:48:39,191 - mmaction - INFO - Epoch [124][3080/3757] lr: 5.307e-02, eta: 4 days, 23:10:37, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6453, loss_cls: 2.7887, loss: 2.7887, grad_norm: 2.7886 2020-07-29 07:48:55,068 - mmaction - INFO - Epoch [124][3100/3757] lr: 5.307e-02, eta: 4 days, 23:10:10, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6383, loss_cls: 2.7713, loss: 2.7713, grad_norm: 2.8043 2020-07-29 07:49:10,947 - mmaction - INFO - Epoch [124][3120/3757] lr: 5.307e-02, eta: 4 days, 23:09:44, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6453, loss_cls: 2.7539, loss: 2.7539, grad_norm: 2.7966 2020-07-29 07:49:26,770 - mmaction - INFO - Epoch [124][3140/3757] lr: 5.307e-02, eta: 4 days, 23:09:17, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6383, loss_cls: 2.7533, loss: 2.7533, grad_norm: 2.8876 2020-07-29 07:49:42,584 - mmaction - INFO - Epoch [124][3160/3757] lr: 5.307e-02, eta: 4 days, 23:08:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6195, loss_cls: 2.8410, loss: 2.8410, grad_norm: 2.8212 2020-07-29 07:49:58,430 - mmaction - INFO - Epoch [124][3180/3757] lr: 5.307e-02, eta: 4 days, 23:08:23, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6633, loss_cls: 2.7327, loss: 2.7327, grad_norm: 2.7197 2020-07-29 07:50:14,305 - mmaction - INFO - Epoch [124][3200/3757] lr: 5.307e-02, eta: 4 days, 23:07:56, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6422, loss_cls: 2.7218, loss: 2.7218, grad_norm: 2.8572 2020-07-29 07:50:30,040 - mmaction - INFO - Epoch [124][3220/3757] lr: 5.307e-02, eta: 4 days, 23:07:29, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6172, loss_cls: 2.8169, loss: 2.8169, grad_norm: 2.8089 2020-07-29 07:50:45,893 - mmaction - INFO - Epoch [124][3240/3757] lr: 5.307e-02, eta: 4 days, 23:07:02, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6414, loss_cls: 2.8039, loss: 2.8039, grad_norm: 2.7984 2020-07-29 07:51:01,752 - mmaction - INFO - Epoch [124][3260/3757] lr: 5.307e-02, eta: 4 days, 23:06:35, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6266, loss_cls: 2.8403, loss: 2.8403, grad_norm: 2.8341 2020-07-29 07:51:17,536 - mmaction - INFO - Epoch [124][3280/3757] lr: 5.307e-02, eta: 4 days, 23:06:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6430, loss_cls: 2.7565, loss: 2.7565, grad_norm: 2.7652 2020-07-29 07:51:33,307 - mmaction - INFO - Epoch [124][3300/3757] lr: 5.307e-02, eta: 4 days, 23:05:41, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6258, loss_cls: 2.8318, loss: 2.8318, grad_norm: 2.8069 2020-07-29 07:51:49,187 - mmaction - INFO - Epoch [124][3320/3757] lr: 5.307e-02, eta: 4 days, 23:05:14, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6516, loss_cls: 2.7852, loss: 2.7852, grad_norm: 2.8877 2020-07-29 07:52:05,065 - mmaction - INFO - Epoch [124][3340/3757] lr: 5.307e-02, eta: 4 days, 23:04:48, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6344, loss_cls: 2.7882, loss: 2.7882, grad_norm: 2.8774 2020-07-29 07:52:20,938 - mmaction - INFO - Epoch [124][3360/3757] lr: 5.307e-02, eta: 4 days, 23:04:21, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6289, loss_cls: 2.7817, loss: 2.7817, grad_norm: 2.8383 2020-07-29 07:52:36,770 - mmaction - INFO - Epoch [124][3380/3757] lr: 5.307e-02, eta: 4 days, 23:03:54, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6391, loss_cls: 2.7891, loss: 2.7891, grad_norm: 2.8158 2020-07-29 07:52:52,662 - mmaction - INFO - Epoch [124][3400/3757] lr: 5.307e-02, eta: 4 days, 23:03:28, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6359, loss_cls: 2.7454, loss: 2.7454, grad_norm: 2.8169 2020-07-29 07:53:08,399 - mmaction - INFO - Epoch [124][3420/3757] lr: 5.307e-02, eta: 4 days, 23:03:00, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6195, loss_cls: 2.8467, loss: 2.8467, grad_norm: 2.8312 2020-07-29 07:53:24,276 - mmaction - INFO - Epoch [124][3440/3757] lr: 5.307e-02, eta: 4 days, 23:02:34, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6320, loss_cls: 2.7959, loss: 2.7959, grad_norm: 2.7755 2020-07-29 07:53:40,106 - mmaction - INFO - Epoch [124][3460/3757] lr: 5.307e-02, eta: 4 days, 23:02:07, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6188, loss_cls: 2.8422, loss: 2.8422, grad_norm: 2.7728 2020-07-29 07:53:55,936 - mmaction - INFO - Epoch [124][3480/3757] lr: 5.307e-02, eta: 4 days, 23:01:40, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6445, loss_cls: 2.7575, loss: 2.7575, grad_norm: 2.8034 2020-07-29 07:54:11,802 - mmaction - INFO - Epoch [124][3500/3757] lr: 5.307e-02, eta: 4 days, 23:01:13, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6500, loss_cls: 2.6492, loss: 2.6492, grad_norm: 2.8375 2020-07-29 07:54:27,616 - mmaction - INFO - Epoch [124][3520/3757] lr: 5.307e-02, eta: 4 days, 23:00:47, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6289, loss_cls: 2.8675, loss: 2.8675, grad_norm: 2.9368 2020-07-29 07:54:43,405 - mmaction - INFO - Epoch [124][3540/3757] lr: 5.307e-02, eta: 4 days, 23:00:19, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6312, loss_cls: 2.8018, loss: 2.8018, grad_norm: 2.8072 2020-07-29 07:54:59,223 - mmaction - INFO - Epoch [124][3560/3757] lr: 5.307e-02, eta: 4 days, 22:59:53, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6469, loss_cls: 2.7420, loss: 2.7420, grad_norm: 2.8375 2020-07-29 07:55:15,101 - mmaction - INFO - Epoch [124][3580/3757] lr: 5.307e-02, eta: 4 days, 22:59:26, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6523, loss_cls: 2.7672, loss: 2.7672, grad_norm: 2.7860 2020-07-29 07:55:30,894 - mmaction - INFO - Epoch [124][3600/3757] lr: 5.307e-02, eta: 4 days, 22:58:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6453, loss_cls: 2.7480, loss: 2.7480, grad_norm: 2.7913 2020-07-29 07:55:46,707 - mmaction - INFO - Epoch [124][3620/3757] lr: 5.307e-02, eta: 4 days, 22:58:32, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6273, loss_cls: 2.7931, loss: 2.7931, grad_norm: 2.8033 2020-07-29 07:56:02,568 - mmaction - INFO - Epoch [124][3640/3757] lr: 5.307e-02, eta: 4 days, 22:58:06, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6406, loss_cls: 2.8027, loss: 2.8027, grad_norm: 2.8096 2020-07-29 07:56:18,538 - mmaction - INFO - Epoch [124][3660/3757] lr: 5.307e-02, eta: 4 days, 22:57:40, time: 0.799, data_time: 0.010, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6195, loss_cls: 2.8611, loss: 2.8611, grad_norm: 2.8509 2020-07-29 07:56:34,301 - mmaction - INFO - Epoch [124][3680/3757] lr: 5.307e-02, eta: 4 days, 22:57:12, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6297, loss_cls: 2.7357, loss: 2.7357, grad_norm: 2.7785 2020-07-29 07:56:50,129 - mmaction - INFO - Epoch [124][3700/3757] lr: 5.307e-02, eta: 4 days, 22:56:46, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6180, loss_cls: 2.8423, loss: 2.8423, grad_norm: 2.7900 2020-07-29 07:57:06,003 - mmaction - INFO - Epoch [124][3720/3757] lr: 5.307e-02, eta: 4 days, 22:56:19, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6336, loss_cls: 2.8226, loss: 2.8226, grad_norm: 2.8407 2020-07-29 07:57:21,881 - mmaction - INFO - Epoch [124][3740/3757] lr: 5.307e-02, eta: 4 days, 22:55:53, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6016, loss_cls: 2.8659, loss: 2.8659, grad_norm: 2.7673 2020-07-29 07:57:46,602 - mmaction - INFO - Saving checkpoint at 124 epochs 2020-07-29 08:02:00,123 - mmaction - INFO - Epoch [125][20/3757] lr: 5.245e-02, eta: 4 days, 23:19:34, time: 12.609, data_time: 11.704, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6562, loss_cls: 2.6491, loss: 2.6491, grad_norm: 2.7812 2020-07-29 08:02:15,939 - mmaction - INFO - Epoch [125][40/3757] lr: 5.245e-02, eta: 4 days, 23:19:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6523, loss_cls: 2.7120, loss: 2.7120, grad_norm: 2.8408 2020-07-29 08:02:31,841 - mmaction - INFO - Epoch [125][60/3757] lr: 5.245e-02, eta: 4 days, 23:18:40, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6430, loss_cls: 2.7530, loss: 2.7530, grad_norm: 2.7673 2020-07-29 08:02:47,690 - mmaction - INFO - Epoch [125][80/3757] lr: 5.245e-02, eta: 4 days, 23:18:13, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6195, loss_cls: 2.8732, loss: 2.8732, grad_norm: 2.9039 2020-07-29 08:03:03,497 - mmaction - INFO - Epoch [125][100/3757] lr: 5.245e-02, eta: 4 days, 23:17:46, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6578, loss_cls: 2.6711, loss: 2.6711, grad_norm: 2.7898 2020-07-29 08:03:19,255 - mmaction - INFO - Epoch [125][120/3757] lr: 5.245e-02, eta: 4 days, 23:17:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6445, loss_cls: 2.7708, loss: 2.7708, grad_norm: 2.7477 2020-07-29 08:03:35,135 - mmaction - INFO - Epoch [125][140/3757] lr: 5.245e-02, eta: 4 days, 23:16:52, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6492, loss_cls: 2.6666, loss: 2.6666, grad_norm: 2.7763 2020-07-29 08:03:50,965 - mmaction - INFO - Epoch [125][160/3757] lr: 5.245e-02, eta: 4 days, 23:16:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6289, loss_cls: 2.8099, loss: 2.8099, grad_norm: 2.8115 2020-07-29 08:04:06,828 - mmaction - INFO - Epoch [125][180/3757] lr: 5.245e-02, eta: 4 days, 23:15:57, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6453, loss_cls: 2.7417, loss: 2.7417, grad_norm: 2.8396 2020-07-29 08:04:22,608 - mmaction - INFO - Epoch [125][200/3757] lr: 5.245e-02, eta: 4 days, 23:15:30, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6547, loss_cls: 2.6967, loss: 2.6967, grad_norm: 2.8138 2020-07-29 08:04:38,458 - mmaction - INFO - Epoch [125][220/3757] lr: 5.245e-02, eta: 4 days, 23:15:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6367, loss_cls: 2.7474, loss: 2.7474, grad_norm: 2.7807 2020-07-29 08:04:54,246 - mmaction - INFO - Epoch [125][240/3757] lr: 5.245e-02, eta: 4 days, 23:14:36, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6133, loss_cls: 2.8598, loss: 2.8598, grad_norm: 2.8153 2020-07-29 08:05:10,076 - mmaction - INFO - Epoch [125][260/3757] lr: 5.245e-02, eta: 4 days, 23:14:08, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6391, loss_cls: 2.7827, loss: 2.7827, grad_norm: 2.7896 2020-07-29 08:05:25,907 - mmaction - INFO - Epoch [125][280/3757] lr: 5.245e-02, eta: 4 days, 23:13:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6555, loss_cls: 2.6314, loss: 2.6314, grad_norm: 2.8336 2020-07-29 08:05:41,718 - mmaction - INFO - Epoch [125][300/3757] lr: 5.245e-02, eta: 4 days, 23:13:14, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6500, loss_cls: 2.6899, loss: 2.6899, grad_norm: 2.8369 2020-07-29 08:05:57,574 - mmaction - INFO - Epoch [125][320/3757] lr: 5.245e-02, eta: 4 days, 23:12:47, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6219, loss_cls: 2.8776, loss: 2.8776, grad_norm: 2.8812 2020-07-29 08:06:13,512 - mmaction - INFO - Epoch [125][340/3757] lr: 5.245e-02, eta: 4 days, 23:12:21, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6508, loss_cls: 2.7556, loss: 2.7556, grad_norm: 2.8893 2020-07-29 08:06:29,352 - mmaction - INFO - Epoch [125][360/3757] lr: 5.245e-02, eta: 4 days, 23:11:54, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.6927, loss: 2.6927, grad_norm: 2.7689 2020-07-29 08:06:45,117 - mmaction - INFO - Epoch [125][380/3757] lr: 5.245e-02, eta: 4 days, 23:11:26, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6508, loss_cls: 2.7470, loss: 2.7470, grad_norm: 2.9090 2020-07-29 08:07:00,905 - mmaction - INFO - Epoch [125][400/3757] lr: 5.245e-02, eta: 4 days, 23:10:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6336, loss_cls: 2.7748, loss: 2.7748, grad_norm: 2.9375 2020-07-29 08:07:16,732 - mmaction - INFO - Epoch [125][420/3757] lr: 5.245e-02, eta: 4 days, 23:10:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6383, loss_cls: 2.7422, loss: 2.7422, grad_norm: 2.7953 2020-07-29 08:07:32,534 - mmaction - INFO - Epoch [125][440/3757] lr: 5.245e-02, eta: 4 days, 23:10:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6289, loss_cls: 2.7906, loss: 2.7906, grad_norm: 2.7742 2020-07-29 08:07:48,242 - mmaction - INFO - Epoch [125][460/3757] lr: 5.245e-02, eta: 4 days, 23:09:37, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6258, loss_cls: 2.7844, loss: 2.7844, grad_norm: 2.8662 2020-07-29 08:08:04,053 - mmaction - INFO - Epoch [125][480/3757] lr: 5.245e-02, eta: 4 days, 23:09:09, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3492, top5_acc: 0.6055, loss_cls: 2.9078, loss: 2.9078, grad_norm: 2.8067 2020-07-29 08:08:19,894 - mmaction - INFO - Epoch [125][500/3757] lr: 5.245e-02, eta: 4 days, 23:08:42, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6281, loss_cls: 2.7906, loss: 2.7906, grad_norm: 2.7371 2020-07-29 08:08:35,966 - mmaction - INFO - Epoch [125][520/3757] lr: 5.245e-02, eta: 4 days, 23:08:17, time: 0.804, data_time: 0.013, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6602, loss_cls: 2.6921, loss: 2.6921, grad_norm: 2.8111 2020-07-29 08:08:51,829 - mmaction - INFO - Epoch [125][540/3757] lr: 5.245e-02, eta: 4 days, 23:07:50, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6375, loss_cls: 2.7411, loss: 2.7411, grad_norm: 2.8924 2020-07-29 08:09:07,630 - mmaction - INFO - Epoch [125][560/3757] lr: 5.245e-02, eta: 4 days, 23:07:23, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6273, loss_cls: 2.8203, loss: 2.8203, grad_norm: 2.8532 2020-07-29 08:09:23,371 - mmaction - INFO - Epoch [125][580/3757] lr: 5.245e-02, eta: 4 days, 23:06:55, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6203, loss_cls: 2.8618, loss: 2.8618, grad_norm: 2.8393 2020-07-29 08:09:39,105 - mmaction - INFO - Epoch [125][600/3757] lr: 5.245e-02, eta: 4 days, 23:06:28, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6484, loss_cls: 2.6972, loss: 2.6972, grad_norm: 2.7507 2020-07-29 08:09:54,925 - mmaction - INFO - Epoch [125][620/3757] lr: 5.245e-02, eta: 4 days, 23:06:01, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6664, loss_cls: 2.6821, loss: 2.6821, grad_norm: 2.8563 2020-07-29 08:10:10,845 - mmaction - INFO - Epoch [125][640/3757] lr: 5.245e-02, eta: 4 days, 23:05:34, time: 0.796, data_time: 0.011, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6438, loss_cls: 2.7486, loss: 2.7486, grad_norm: 2.8653 2020-07-29 08:10:26,699 - mmaction - INFO - Epoch [125][660/3757] lr: 5.245e-02, eta: 4 days, 23:05:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6617, loss_cls: 2.6566, loss: 2.6566, grad_norm: 2.7518 2020-07-29 08:10:42,464 - mmaction - INFO - Epoch [125][680/3757] lr: 5.245e-02, eta: 4 days, 23:04:40, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6570, loss_cls: 2.6816, loss: 2.6816, grad_norm: 2.8042 2020-07-29 08:10:58,273 - mmaction - INFO - Epoch [125][700/3757] lr: 5.245e-02, eta: 4 days, 23:04:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6555, loss_cls: 2.7565, loss: 2.7565, grad_norm: 2.8562 2020-07-29 08:11:14,087 - mmaction - INFO - Epoch [125][720/3757] lr: 5.245e-02, eta: 4 days, 23:03:46, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6250, loss_cls: 2.8358, loss: 2.8358, grad_norm: 2.8370 2020-07-29 08:11:29,894 - mmaction - INFO - Epoch [125][740/3757] lr: 5.245e-02, eta: 4 days, 23:03:19, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6289, loss_cls: 2.7803, loss: 2.7803, grad_norm: 2.8169 2020-07-29 08:11:45,613 - mmaction - INFO - Epoch [125][760/3757] lr: 5.245e-02, eta: 4 days, 23:02:51, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6383, loss_cls: 2.7312, loss: 2.7312, grad_norm: 2.8224 2020-07-29 08:12:01,358 - mmaction - INFO - Epoch [125][780/3757] lr: 5.245e-02, eta: 4 days, 23:02:23, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6461, loss_cls: 2.7537, loss: 2.7537, grad_norm: 2.9335 2020-07-29 08:12:17,177 - mmaction - INFO - Epoch [125][800/3757] lr: 5.245e-02, eta: 4 days, 23:01:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6711, loss_cls: 2.5884, loss: 2.5884, grad_norm: 2.8603 2020-07-29 08:12:33,057 - mmaction - INFO - Epoch [125][820/3757] lr: 5.245e-02, eta: 4 days, 23:01:30, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6656, loss_cls: 2.6339, loss: 2.6339, grad_norm: 2.9405 2020-07-29 08:12:48,856 - mmaction - INFO - Epoch [125][840/3757] lr: 5.245e-02, eta: 4 days, 23:01:03, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6523, loss_cls: 2.7046, loss: 2.7046, grad_norm: 2.8853 2020-07-29 08:13:04,651 - mmaction - INFO - Epoch [125][860/3757] lr: 5.245e-02, eta: 4 days, 23:00:35, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6320, loss_cls: 2.7232, loss: 2.7232, grad_norm: 2.8164 2020-07-29 08:13:20,438 - mmaction - INFO - Epoch [125][880/3757] lr: 5.245e-02, eta: 4 days, 23:00:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6320, loss_cls: 2.7857, loss: 2.7857, grad_norm: 2.8004 2020-07-29 08:13:36,314 - mmaction - INFO - Epoch [125][900/3757] lr: 5.245e-02, eta: 4 days, 22:59:42, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6305, loss_cls: 2.7950, loss: 2.7950, grad_norm: 2.8550 2020-07-29 08:13:51,981 - mmaction - INFO - Epoch [125][920/3757] lr: 5.245e-02, eta: 4 days, 22:59:14, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6148, loss_cls: 2.8476, loss: 2.8476, grad_norm: 2.7614 2020-07-29 08:14:07,747 - mmaction - INFO - Epoch [125][940/3757] lr: 5.245e-02, eta: 4 days, 22:58:46, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6625, loss_cls: 2.6382, loss: 2.6382, grad_norm: 2.7618 2020-07-29 08:14:23,583 - mmaction - INFO - Epoch [125][960/3757] lr: 5.245e-02, eta: 4 days, 22:58:19, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6312, loss_cls: 2.7425, loss: 2.7425, grad_norm: 2.7834 2020-07-29 08:14:39,379 - mmaction - INFO - Epoch [125][980/3757] lr: 5.245e-02, eta: 4 days, 22:57:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6555, loss_cls: 2.7297, loss: 2.7297, grad_norm: 2.7980 2020-07-29 08:14:55,060 - mmaction - INFO - Epoch [125][1000/3757] lr: 5.245e-02, eta: 4 days, 22:57:24, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6438, loss_cls: 2.8349, loss: 2.8349, grad_norm: 2.8622 2020-07-29 08:15:10,835 - mmaction - INFO - Epoch [125][1020/3757] lr: 5.245e-02, eta: 4 days, 22:56:57, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6523, loss_cls: 2.7523, loss: 2.7523, grad_norm: 2.8492 2020-07-29 08:15:26,665 - mmaction - INFO - Epoch [125][1040/3757] lr: 5.245e-02, eta: 4 days, 22:56:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6617, loss_cls: 2.6669, loss: 2.6669, grad_norm: 2.8413 2020-07-29 08:15:42,548 - mmaction - INFO - Epoch [125][1060/3757] lr: 5.245e-02, eta: 4 days, 22:56:03, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6391, loss_cls: 2.8269, loss: 2.8269, grad_norm: 2.9459 2020-07-29 08:15:58,274 - mmaction - INFO - Epoch [125][1080/3757] lr: 5.245e-02, eta: 4 days, 22:55:36, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6555, loss_cls: 2.6638, loss: 2.6638, grad_norm: 2.7875 2020-07-29 08:16:14,064 - mmaction - INFO - Epoch [125][1100/3757] lr: 5.245e-02, eta: 4 days, 22:55:09, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6422, loss_cls: 2.7313, loss: 2.7313, grad_norm: 2.9012 2020-07-29 08:16:29,813 - mmaction - INFO - Epoch [125][1120/3757] lr: 5.245e-02, eta: 4 days, 22:54:42, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6750, loss_cls: 2.6439, loss: 2.6439, grad_norm: 2.8225 2020-07-29 08:16:45,692 - mmaction - INFO - Epoch [125][1140/3757] lr: 5.245e-02, eta: 4 days, 22:54:15, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6133, loss_cls: 2.8685, loss: 2.8685, grad_norm: 2.8951 2020-07-29 08:17:01,520 - mmaction - INFO - Epoch [125][1160/3757] lr: 5.245e-02, eta: 4 days, 22:53:48, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6461, loss_cls: 2.7412, loss: 2.7412, grad_norm: 2.8741 2020-07-29 08:17:17,407 - mmaction - INFO - Epoch [125][1180/3757] lr: 5.245e-02, eta: 4 days, 22:53:22, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6602, loss_cls: 2.6869, loss: 2.6869, grad_norm: 2.7967 2020-07-29 08:17:33,259 - mmaction - INFO - Epoch [125][1200/3757] lr: 5.245e-02, eta: 4 days, 22:52:55, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6289, loss_cls: 2.8650, loss: 2.8650, grad_norm: 2.9161 2020-07-29 08:17:49,147 - mmaction - INFO - Epoch [125][1220/3757] lr: 5.245e-02, eta: 4 days, 22:52:29, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6687, loss_cls: 2.6920, loss: 2.6920, grad_norm: 2.8253 2020-07-29 08:18:04,909 - mmaction - INFO - Epoch [125][1240/3757] lr: 5.245e-02, eta: 4 days, 22:52:01, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6250, loss_cls: 2.8507, loss: 2.8507, grad_norm: 2.9181 2020-07-29 08:18:20,746 - mmaction - INFO - Epoch [125][1260/3757] lr: 5.245e-02, eta: 4 days, 22:51:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6344, loss_cls: 2.7614, loss: 2.7614, grad_norm: 2.8218 2020-07-29 08:18:36,590 - mmaction - INFO - Epoch [125][1280/3757] lr: 5.245e-02, eta: 4 days, 22:51:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6102, loss_cls: 2.9049, loss: 2.9049, grad_norm: 2.8169 2020-07-29 08:18:52,375 - mmaction - INFO - Epoch [125][1300/3757] lr: 5.245e-02, eta: 4 days, 22:50:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6281, loss_cls: 2.7581, loss: 2.7581, grad_norm: 2.7435 2020-07-29 08:19:08,161 - mmaction - INFO - Epoch [125][1320/3757] lr: 5.245e-02, eta: 4 days, 22:50:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6352, loss_cls: 2.7855, loss: 2.7855, grad_norm: 2.8233 2020-07-29 08:19:24,037 - mmaction - INFO - Epoch [125][1340/3757] lr: 5.245e-02, eta: 4 days, 22:49:47, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6539, loss_cls: 2.7105, loss: 2.7105, grad_norm: 2.7882 2020-07-29 08:19:39,890 - mmaction - INFO - Epoch [125][1360/3757] lr: 5.245e-02, eta: 4 days, 22:49:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6438, loss_cls: 2.7857, loss: 2.7857, grad_norm: 2.8185 2020-07-29 08:19:55,836 - mmaction - INFO - Epoch [125][1380/3757] lr: 5.245e-02, eta: 4 days, 22:48:54, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6484, loss_cls: 2.7197, loss: 2.7197, grad_norm: 2.8035 2020-07-29 08:20:11,640 - mmaction - INFO - Epoch [125][1400/3757] lr: 5.245e-02, eta: 4 days, 22:48:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6422, loss_cls: 2.7364, loss: 2.7364, grad_norm: 2.8147 2020-07-29 08:20:27,529 - mmaction - INFO - Epoch [125][1420/3757] lr: 5.245e-02, eta: 4 days, 22:48:01, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6414, loss_cls: 2.7407, loss: 2.7407, grad_norm: 2.8387 2020-07-29 08:20:43,486 - mmaction - INFO - Epoch [125][1440/3757] lr: 5.245e-02, eta: 4 days, 22:47:35, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6211, loss_cls: 2.8248, loss: 2.8248, grad_norm: 2.9039 2020-07-29 08:20:59,203 - mmaction - INFO - Epoch [125][1460/3757] lr: 5.245e-02, eta: 4 days, 22:47:08, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6414, loss_cls: 2.8071, loss: 2.8071, grad_norm: 2.8713 2020-07-29 08:21:15,061 - mmaction - INFO - Epoch [125][1480/3757] lr: 5.245e-02, eta: 4 days, 22:46:41, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6312, loss_cls: 2.8478, loss: 2.8478, grad_norm: 2.8329 2020-07-29 08:21:30,784 - mmaction - INFO - Epoch [125][1500/3757] lr: 5.245e-02, eta: 4 days, 22:46:14, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6344, loss_cls: 2.8471, loss: 2.8471, grad_norm: 2.8627 2020-07-29 08:21:46,571 - mmaction - INFO - Epoch [125][1520/3757] lr: 5.245e-02, eta: 4 days, 22:45:47, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6664, loss_cls: 2.7122, loss: 2.7122, grad_norm: 2.8247 2020-07-29 08:22:02,308 - mmaction - INFO - Epoch [125][1540/3757] lr: 5.245e-02, eta: 4 days, 22:45:19, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6312, loss_cls: 2.7543, loss: 2.7543, grad_norm: 2.7681 2020-07-29 08:22:18,174 - mmaction - INFO - Epoch [125][1560/3757] lr: 5.245e-02, eta: 4 days, 22:44:53, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6492, loss_cls: 2.7338, loss: 2.7338, grad_norm: 2.8148 2020-07-29 08:22:33,944 - mmaction - INFO - Epoch [125][1580/3757] lr: 5.245e-02, eta: 4 days, 22:44:26, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6156, loss_cls: 2.7903, loss: 2.7903, grad_norm: 2.8184 2020-07-29 08:22:49,812 - mmaction - INFO - Epoch [125][1600/3757] lr: 5.245e-02, eta: 4 days, 22:43:59, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6242, loss_cls: 2.8408, loss: 2.8408, grad_norm: 2.8782 2020-07-29 08:23:05,569 - mmaction - INFO - Epoch [125][1620/3757] lr: 5.245e-02, eta: 4 days, 22:43:32, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6297, loss_cls: 2.7515, loss: 2.7515, grad_norm: 2.8992 2020-07-29 08:23:21,351 - mmaction - INFO - Epoch [125][1640/3757] lr: 5.245e-02, eta: 4 days, 22:43:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6273, loss_cls: 2.8394, loss: 2.8394, grad_norm: 2.8560 2020-07-29 08:23:37,141 - mmaction - INFO - Epoch [125][1660/3757] lr: 5.245e-02, eta: 4 days, 22:42:38, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6461, loss_cls: 2.7204, loss: 2.7204, grad_norm: 2.7891 2020-07-29 08:23:52,958 - mmaction - INFO - Epoch [125][1680/3757] lr: 5.245e-02, eta: 4 days, 22:42:11, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6586, loss_cls: 2.7127, loss: 2.7127, grad_norm: 2.7966 2020-07-29 08:24:08,720 - mmaction - INFO - Epoch [125][1700/3757] lr: 5.245e-02, eta: 4 days, 22:41:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6266, loss_cls: 2.7931, loss: 2.7931, grad_norm: 2.8456 2020-07-29 08:24:24,559 - mmaction - INFO - Epoch [125][1720/3757] lr: 5.245e-02, eta: 4 days, 22:41:17, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6062, loss_cls: 2.9505, loss: 2.9505, grad_norm: 2.7767 2020-07-29 08:24:40,385 - mmaction - INFO - Epoch [125][1740/3757] lr: 5.245e-02, eta: 4 days, 22:40:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6531, loss_cls: 2.7338, loss: 2.7338, grad_norm: 2.7349 2020-07-29 08:24:56,278 - mmaction - INFO - Epoch [125][1760/3757] lr: 5.245e-02, eta: 4 days, 22:40:24, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6305, loss_cls: 2.8086, loss: 2.8086, grad_norm: 2.8101 2020-07-29 08:25:12,081 - mmaction - INFO - Epoch [125][1780/3757] lr: 5.245e-02, eta: 4 days, 22:39:58, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6305, loss_cls: 2.8522, loss: 2.8522, grad_norm: 2.8543 2020-07-29 08:25:27,940 - mmaction - INFO - Epoch [125][1800/3757] lr: 5.245e-02, eta: 4 days, 22:39:31, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6438, loss_cls: 2.7177, loss: 2.7177, grad_norm: 2.7737 2020-07-29 08:25:43,781 - mmaction - INFO - Epoch [125][1820/3757] lr: 5.245e-02, eta: 4 days, 22:39:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6258, loss_cls: 2.8422, loss: 2.8422, grad_norm: 2.8622 2020-07-29 08:25:59,608 - mmaction - INFO - Epoch [125][1840/3757] lr: 5.245e-02, eta: 4 days, 22:38:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6375, loss_cls: 2.7471, loss: 2.7471, grad_norm: 2.8181 2020-07-29 08:26:15,425 - mmaction - INFO - Epoch [125][1860/3757] lr: 5.245e-02, eta: 4 days, 22:38:11, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6492, loss_cls: 2.7113, loss: 2.7113, grad_norm: 2.7663 2020-07-29 08:26:31,217 - mmaction - INFO - Epoch [125][1880/3757] lr: 5.245e-02, eta: 4 days, 22:37:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6273, loss_cls: 2.7977, loss: 2.7977, grad_norm: 2.7717 2020-07-29 08:26:47,068 - mmaction - INFO - Epoch [125][1900/3757] lr: 5.245e-02, eta: 4 days, 22:37:18, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6188, loss_cls: 2.8439, loss: 2.8439, grad_norm: 2.7654 2020-07-29 08:27:02,894 - mmaction - INFO - Epoch [125][1920/3757] lr: 5.245e-02, eta: 4 days, 22:36:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6273, loss_cls: 2.8527, loss: 2.8527, grad_norm: 2.8312 2020-07-29 08:27:18,691 - mmaction - INFO - Epoch [125][1940/3757] lr: 5.245e-02, eta: 4 days, 22:36:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6328, loss_cls: 2.7535, loss: 2.7535, grad_norm: 2.7423 2020-07-29 08:27:34,499 - mmaction - INFO - Epoch [125][1960/3757] lr: 5.245e-02, eta: 4 days, 22:35:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6523, loss_cls: 2.7308, loss: 2.7308, grad_norm: 2.7363 2020-07-29 08:27:50,415 - mmaction - INFO - Epoch [125][1980/3757] lr: 5.245e-02, eta: 4 days, 22:35:31, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6344, loss_cls: 2.8001, loss: 2.8001, grad_norm: 2.8080 2020-07-29 08:28:06,176 - mmaction - INFO - Epoch [125][2000/3757] lr: 5.245e-02, eta: 4 days, 22:35:04, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6414, loss_cls: 2.7831, loss: 2.7831, grad_norm: 2.9215 2020-07-29 08:28:21,926 - mmaction - INFO - Epoch [125][2020/3757] lr: 5.245e-02, eta: 4 days, 22:34:37, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6414, loss_cls: 2.7670, loss: 2.7670, grad_norm: 2.9129 2020-07-29 08:28:37,776 - mmaction - INFO - Epoch [125][2040/3757] lr: 5.245e-02, eta: 4 days, 22:34:11, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6281, loss_cls: 2.8555, loss: 2.8555, grad_norm: 2.8150 2020-07-29 08:28:53,687 - mmaction - INFO - Epoch [125][2060/3757] lr: 5.245e-02, eta: 4 days, 22:33:44, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6352, loss_cls: 2.7859, loss: 2.7859, grad_norm: 2.7702 2020-07-29 08:29:09,440 - mmaction - INFO - Epoch [125][2080/3757] lr: 5.245e-02, eta: 4 days, 22:33:17, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6195, loss_cls: 2.8386, loss: 2.8386, grad_norm: 2.8608 2020-07-29 08:29:25,216 - mmaction - INFO - Epoch [125][2100/3757] lr: 5.245e-02, eta: 4 days, 22:32:51, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6445, loss_cls: 2.6900, loss: 2.6900, grad_norm: 2.7937 2020-07-29 08:29:40,983 - mmaction - INFO - Epoch [125][2120/3757] lr: 5.245e-02, eta: 4 days, 22:32:24, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6211, loss_cls: 2.8552, loss: 2.8552, grad_norm: 2.8359 2020-07-29 08:29:56,819 - mmaction - INFO - Epoch [125][2140/3757] lr: 5.245e-02, eta: 4 days, 22:31:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6203, loss_cls: 2.8870, loss: 2.8870, grad_norm: 2.8264 2020-07-29 08:30:12,599 - mmaction - INFO - Epoch [125][2160/3757] lr: 5.245e-02, eta: 4 days, 22:31:30, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6406, loss_cls: 2.7973, loss: 2.7973, grad_norm: 2.7804 2020-07-29 08:30:28,361 - mmaction - INFO - Epoch [125][2180/3757] lr: 5.245e-02, eta: 4 days, 22:31:03, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6320, loss_cls: 2.8004, loss: 2.8004, grad_norm: 2.7705 2020-07-29 08:30:44,194 - mmaction - INFO - Epoch [125][2200/3757] lr: 5.245e-02, eta: 4 days, 22:30:37, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6250, loss_cls: 2.7647, loss: 2.7647, grad_norm: 2.8712 2020-07-29 08:31:00,040 - mmaction - INFO - Epoch [125][2220/3757] lr: 5.245e-02, eta: 4 days, 22:30:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6547, loss_cls: 2.6905, loss: 2.6905, grad_norm: 2.7234 2020-07-29 08:31:15,808 - mmaction - INFO - Epoch [125][2240/3757] lr: 5.245e-02, eta: 4 days, 22:29:43, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6195, loss_cls: 2.8640, loss: 2.8640, grad_norm: 2.8613 2020-07-29 08:31:31,619 - mmaction - INFO - Epoch [125][2260/3757] lr: 5.245e-02, eta: 4 days, 22:29:17, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6602, loss_cls: 2.7454, loss: 2.7454, grad_norm: 2.7974 2020-07-29 08:31:47,432 - mmaction - INFO - Epoch [125][2280/3757] lr: 5.245e-02, eta: 4 days, 22:28:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6523, loss_cls: 2.7481, loss: 2.7481, grad_norm: 2.7247 2020-07-29 08:32:03,328 - mmaction - INFO - Epoch [125][2300/3757] lr: 5.245e-02, eta: 4 days, 22:28:24, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6516, loss_cls: 2.7008, loss: 2.7008, grad_norm: 2.7996 2020-07-29 08:32:19,145 - mmaction - INFO - Epoch [125][2320/3757] lr: 5.245e-02, eta: 4 days, 22:27:57, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6359, loss_cls: 2.7805, loss: 2.7805, grad_norm: 2.8270 2020-07-29 08:32:34,910 - mmaction - INFO - Epoch [125][2340/3757] lr: 5.245e-02, eta: 4 days, 22:27:30, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6609, loss_cls: 2.6768, loss: 2.6768, grad_norm: 2.7589 2020-07-29 08:32:50,723 - mmaction - INFO - Epoch [125][2360/3757] lr: 5.245e-02, eta: 4 days, 22:27:04, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6359, loss_cls: 2.7149, loss: 2.7149, grad_norm: 2.7845 2020-07-29 08:33:06,494 - mmaction - INFO - Epoch [125][2380/3757] lr: 5.245e-02, eta: 4 days, 22:26:37, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6266, loss_cls: 2.7994, loss: 2.7994, grad_norm: 2.8692 2020-07-29 08:33:22,356 - mmaction - INFO - Epoch [125][2400/3757] lr: 5.245e-02, eta: 4 days, 22:26:10, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6367, loss_cls: 2.7730, loss: 2.7730, grad_norm: 2.7480 2020-07-29 08:33:38,091 - mmaction - INFO - Epoch [125][2420/3757] lr: 5.245e-02, eta: 4 days, 22:25:43, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6430, loss_cls: 2.7690, loss: 2.7690, grad_norm: 2.7425 2020-07-29 08:33:53,982 - mmaction - INFO - Epoch [125][2440/3757] lr: 5.245e-02, eta: 4 days, 22:25:17, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6352, loss_cls: 2.8765, loss: 2.8765, grad_norm: 2.7931 2020-07-29 08:34:09,692 - mmaction - INFO - Epoch [125][2460/3757] lr: 5.245e-02, eta: 4 days, 22:24:50, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6328, loss_cls: 2.7655, loss: 2.7655, grad_norm: 2.7681 2020-07-29 08:34:25,526 - mmaction - INFO - Epoch [125][2480/3757] lr: 5.245e-02, eta: 4 days, 22:24:23, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6383, loss_cls: 2.7660, loss: 2.7660, grad_norm: 2.8781 2020-07-29 08:34:41,308 - mmaction - INFO - Epoch [125][2500/3757] lr: 5.245e-02, eta: 4 days, 22:23:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6445, loss_cls: 2.7660, loss: 2.7660, grad_norm: 2.8007 2020-07-29 08:34:57,117 - mmaction - INFO - Epoch [125][2520/3757] lr: 5.245e-02, eta: 4 days, 22:23:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6359, loss_cls: 2.7704, loss: 2.7704, grad_norm: 2.8227 2020-07-29 08:35:12,863 - mmaction - INFO - Epoch [125][2540/3757] lr: 5.245e-02, eta: 4 days, 22:23:03, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6336, loss_cls: 2.7821, loss: 2.7821, grad_norm: 2.8034 2020-07-29 08:35:28,611 - mmaction - INFO - Epoch [125][2560/3757] lr: 5.245e-02, eta: 4 days, 22:22:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6602, loss_cls: 2.6564, loss: 2.6564, grad_norm: 2.7282 2020-07-29 08:35:44,385 - mmaction - INFO - Epoch [125][2580/3757] lr: 5.245e-02, eta: 4 days, 22:22:09, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6625, loss_cls: 2.6815, loss: 2.6815, grad_norm: 2.8143 2020-07-29 08:36:00,289 - mmaction - INFO - Epoch [125][2600/3757] lr: 5.245e-02, eta: 4 days, 22:21:43, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6406, loss_cls: 2.7772, loss: 2.7772, grad_norm: 2.7810 2020-07-29 08:36:16,132 - mmaction - INFO - Epoch [125][2620/3757] lr: 5.245e-02, eta: 4 days, 22:21:17, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6305, loss_cls: 2.7927, loss: 2.7927, grad_norm: 2.8266 2020-07-29 08:36:31,987 - mmaction - INFO - Epoch [125][2640/3757] lr: 5.245e-02, eta: 4 days, 22:20:51, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6484, loss_cls: 2.7381, loss: 2.7381, grad_norm: 2.7571 2020-07-29 08:36:47,751 - mmaction - INFO - Epoch [125][2660/3757] lr: 5.245e-02, eta: 4 days, 22:20:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6102, loss_cls: 2.8731, loss: 2.8731, grad_norm: 2.8703 2020-07-29 08:37:03,588 - mmaction - INFO - Epoch [125][2680/3757] lr: 5.245e-02, eta: 4 days, 22:19:58, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6523, loss_cls: 2.6972, loss: 2.6972, grad_norm: 2.7268 2020-07-29 08:37:19,351 - mmaction - INFO - Epoch [125][2700/3757] lr: 5.245e-02, eta: 4 days, 22:19:31, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6344, loss_cls: 2.7689, loss: 2.7689, grad_norm: 2.8194 2020-07-29 08:37:35,113 - mmaction - INFO - Epoch [125][2720/3757] lr: 5.245e-02, eta: 4 days, 22:19:04, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6477, loss_cls: 2.7308, loss: 2.7308, grad_norm: 2.8218 2020-07-29 08:37:50,858 - mmaction - INFO - Epoch [125][2740/3757] lr: 5.245e-02, eta: 4 days, 22:18:37, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6305, loss_cls: 2.7960, loss: 2.7960, grad_norm: 2.7543 2020-07-29 08:38:06,670 - mmaction - INFO - Epoch [125][2760/3757] lr: 5.245e-02, eta: 4 days, 22:18:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6383, loss_cls: 2.7608, loss: 2.7608, grad_norm: 2.7554 2020-07-29 08:38:22,446 - mmaction - INFO - Epoch [125][2780/3757] lr: 5.245e-02, eta: 4 days, 22:17:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6281, loss_cls: 2.7732, loss: 2.7732, grad_norm: 2.8215 2020-07-29 08:38:38,309 - mmaction - INFO - Epoch [125][2800/3757] lr: 5.245e-02, eta: 4 days, 22:17:17, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6352, loss_cls: 2.6997, loss: 2.6997, grad_norm: 2.7669 2020-07-29 08:38:54,172 - mmaction - INFO - Epoch [125][2820/3757] lr: 5.245e-02, eta: 4 days, 22:16:51, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6336, loss_cls: 2.8298, loss: 2.8298, grad_norm: 2.8102 2020-07-29 08:39:09,969 - mmaction - INFO - Epoch [125][2840/3757] lr: 5.245e-02, eta: 4 days, 22:16:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6383, loss_cls: 2.7849, loss: 2.7849, grad_norm: 2.8497 2020-07-29 08:39:25,750 - mmaction - INFO - Epoch [125][2860/3757] lr: 5.245e-02, eta: 4 days, 22:15:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6414, loss_cls: 2.7425, loss: 2.7425, grad_norm: 2.9045 2020-07-29 08:39:41,655 - mmaction - INFO - Epoch [125][2880/3757] lr: 5.245e-02, eta: 4 days, 22:15:32, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6320, loss_cls: 2.7500, loss: 2.7500, grad_norm: 2.7504 2020-07-29 08:39:57,451 - mmaction - INFO - Epoch [125][2900/3757] lr: 5.245e-02, eta: 4 days, 22:15:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6602, loss_cls: 2.7103, loss: 2.7103, grad_norm: 2.8212 2020-07-29 08:40:13,241 - mmaction - INFO - Epoch [125][2920/3757] lr: 5.245e-02, eta: 4 days, 22:14:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6227, loss_cls: 2.8317, loss: 2.8317, grad_norm: 2.9183 2020-07-29 08:40:29,017 - mmaction - INFO - Epoch [125][2940/3757] lr: 5.245e-02, eta: 4 days, 22:14:12, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6266, loss_cls: 2.8171, loss: 2.8171, grad_norm: 2.8520 2020-07-29 08:40:44,767 - mmaction - INFO - Epoch [125][2960/3757] lr: 5.245e-02, eta: 4 days, 22:13:45, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6297, loss_cls: 2.8179, loss: 2.8179, grad_norm: 2.8748 2020-07-29 08:41:00,566 - mmaction - INFO - Epoch [125][2980/3757] lr: 5.245e-02, eta: 4 days, 22:13:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6398, loss_cls: 2.7708, loss: 2.7708, grad_norm: 2.7925 2020-07-29 08:41:16,325 - mmaction - INFO - Epoch [125][3000/3757] lr: 5.245e-02, eta: 4 days, 22:12:52, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6391, loss_cls: 2.8463, loss: 2.8463, grad_norm: 2.8662 2020-07-29 08:41:32,150 - mmaction - INFO - Epoch [125][3020/3757] lr: 5.245e-02, eta: 4 days, 22:12:26, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6367, loss_cls: 2.7566, loss: 2.7566, grad_norm: 2.7345 2020-07-29 08:41:48,229 - mmaction - INFO - Epoch [125][3040/3757] lr: 5.245e-02, eta: 4 days, 22:12:01, time: 0.803, data_time: 0.014, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6633, loss_cls: 2.6508, loss: 2.6508, grad_norm: 2.7861 2020-07-29 08:42:04,111 - mmaction - INFO - Epoch [125][3060/3757] lr: 5.245e-02, eta: 4 days, 22:11:35, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6445, loss_cls: 2.6879, loss: 2.6879, grad_norm: 2.7660 2020-07-29 08:42:19,951 - mmaction - INFO - Epoch [125][3080/3757] lr: 5.245e-02, eta: 4 days, 22:11:09, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6336, loss_cls: 2.7425, loss: 2.7425, grad_norm: 2.8124 2020-07-29 08:42:35,649 - mmaction - INFO - Epoch [125][3100/3757] lr: 5.245e-02, eta: 4 days, 22:10:42, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6367, loss_cls: 2.7738, loss: 2.7738, grad_norm: 2.8582 2020-07-29 08:42:51,549 - mmaction - INFO - Epoch [125][3120/3757] lr: 5.245e-02, eta: 4 days, 22:10:16, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6469, loss_cls: 2.7497, loss: 2.7497, grad_norm: 2.7606 2020-07-29 08:43:07,333 - mmaction - INFO - Epoch [125][3140/3757] lr: 5.245e-02, eta: 4 days, 22:09:49, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6594, loss_cls: 2.6591, loss: 2.6591, grad_norm: 2.7440 2020-07-29 08:43:23,091 - mmaction - INFO - Epoch [125][3160/3757] lr: 5.245e-02, eta: 4 days, 22:09:22, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6672, loss_cls: 2.6539, loss: 2.6539, grad_norm: 2.8033 2020-07-29 08:43:38,829 - mmaction - INFO - Epoch [125][3180/3757] lr: 5.245e-02, eta: 4 days, 22:08:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6492, loss_cls: 2.6994, loss: 2.6994, grad_norm: 2.8797 2020-07-29 08:43:54,683 - mmaction - INFO - Epoch [125][3200/3757] lr: 5.245e-02, eta: 4 days, 22:08:29, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6195, loss_cls: 2.8946, loss: 2.8946, grad_norm: 2.9354 2020-07-29 08:44:10,502 - mmaction - INFO - Epoch [125][3220/3757] lr: 5.245e-02, eta: 4 days, 22:08:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6398, loss_cls: 2.7865, loss: 2.7865, grad_norm: 2.9447 2020-07-29 08:44:26,328 - mmaction - INFO - Epoch [125][3240/3757] lr: 5.245e-02, eta: 4 days, 22:07:37, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6484, loss_cls: 2.7524, loss: 2.7524, grad_norm: 2.7567 2020-07-29 08:44:42,116 - mmaction - INFO - Epoch [125][3260/3757] lr: 5.245e-02, eta: 4 days, 22:07:10, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6375, loss_cls: 2.7429, loss: 2.7429, grad_norm: 2.8621 2020-07-29 08:44:57,910 - mmaction - INFO - Epoch [125][3280/3757] lr: 5.245e-02, eta: 4 days, 22:06:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6297, loss_cls: 2.8231, loss: 2.8231, grad_norm: 2.8440 2020-07-29 08:45:13,670 - mmaction - INFO - Epoch [125][3300/3757] lr: 5.245e-02, eta: 4 days, 22:06:17, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6172, loss_cls: 2.8844, loss: 2.8844, grad_norm: 2.8709 2020-07-29 08:45:29,479 - mmaction - INFO - Epoch [125][3320/3757] lr: 5.245e-02, eta: 4 days, 22:05:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6320, loss_cls: 2.8914, loss: 2.8914, grad_norm: 2.8449 2020-07-29 08:45:45,275 - mmaction - INFO - Epoch [125][3340/3757] lr: 5.245e-02, eta: 4 days, 22:05:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.7703, loss: 2.7703, grad_norm: 2.7480 2020-07-29 08:46:01,140 - mmaction - INFO - Epoch [125][3360/3757] lr: 5.245e-02, eta: 4 days, 22:04:58, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6445, loss_cls: 2.7184, loss: 2.7184, grad_norm: 2.6978 2020-07-29 08:46:16,989 - mmaction - INFO - Epoch [125][3380/3757] lr: 5.245e-02, eta: 4 days, 22:04:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6242, loss_cls: 2.8186, loss: 2.8186, grad_norm: 2.8029 2020-07-29 08:46:32,810 - mmaction - INFO - Epoch [125][3400/3757] lr: 5.245e-02, eta: 4 days, 22:04:06, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6266, loss_cls: 2.8641, loss: 2.8641, grad_norm: 2.7686 2020-07-29 08:46:48,719 - mmaction - INFO - Epoch [125][3420/3757] lr: 5.245e-02, eta: 4 days, 22:03:40, time: 0.796, data_time: 0.010, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6242, loss_cls: 2.8544, loss: 2.8544, grad_norm: 2.7733 2020-07-29 08:47:04,620 - mmaction - INFO - Epoch [125][3440/3757] lr: 5.245e-02, eta: 4 days, 22:03:14, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6148, loss_cls: 2.8759, loss: 2.8759, grad_norm: 2.7996 2020-07-29 08:47:20,379 - mmaction - INFO - Epoch [125][3460/3757] lr: 5.245e-02, eta: 4 days, 22:02:48, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6258, loss_cls: 2.7913, loss: 2.7913, grad_norm: 2.7948 2020-07-29 08:47:36,299 - mmaction - INFO - Epoch [125][3480/3757] lr: 5.245e-02, eta: 4 days, 22:02:22, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6500, loss_cls: 2.7483, loss: 2.7483, grad_norm: 2.7554 2020-07-29 08:47:52,120 - mmaction - INFO - Epoch [125][3500/3757] lr: 5.245e-02, eta: 4 days, 22:01:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6375, loss_cls: 2.7876, loss: 2.7876, grad_norm: 2.8701 2020-07-29 08:48:07,924 - mmaction - INFO - Epoch [125][3520/3757] lr: 5.245e-02, eta: 4 days, 22:01:29, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6016, loss_cls: 2.8915, loss: 2.8915, grad_norm: 2.8516 2020-07-29 08:48:23,636 - mmaction - INFO - Epoch [125][3540/3757] lr: 5.245e-02, eta: 4 days, 22:01:02, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6367, loss_cls: 2.8099, loss: 2.8099, grad_norm: 2.8559 2020-07-29 08:48:39,491 - mmaction - INFO - Epoch [125][3560/3757] lr: 5.245e-02, eta: 4 days, 22:00:36, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6234, loss_cls: 2.7799, loss: 2.7799, grad_norm: 2.8154 2020-07-29 08:48:55,289 - mmaction - INFO - Epoch [125][3580/3757] lr: 5.245e-02, eta: 4 days, 22:00:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6211, loss_cls: 2.8128, loss: 2.8128, grad_norm: 2.7049 2020-07-29 08:49:11,206 - mmaction - INFO - Epoch [125][3600/3757] lr: 5.245e-02, eta: 4 days, 21:59:44, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6219, loss_cls: 2.8342, loss: 2.8342, grad_norm: 2.8402 2020-07-29 08:49:26,920 - mmaction - INFO - Epoch [125][3620/3757] lr: 5.245e-02, eta: 4 days, 21:59:17, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6289, loss_cls: 2.7949, loss: 2.7949, grad_norm: 2.8307 2020-07-29 08:49:42,751 - mmaction - INFO - Epoch [125][3640/3757] lr: 5.245e-02, eta: 4 days, 21:58:51, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6172, loss_cls: 2.8337, loss: 2.8337, grad_norm: 2.8573 2020-07-29 08:49:58,565 - mmaction - INFO - Epoch [125][3660/3757] lr: 5.245e-02, eta: 4 days, 21:58:25, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6367, loss_cls: 2.7626, loss: 2.7626, grad_norm: 2.8241 2020-07-29 08:50:14,455 - mmaction - INFO - Epoch [125][3680/3757] lr: 5.245e-02, eta: 4 days, 21:57:59, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6555, loss_cls: 2.7451, loss: 2.7451, grad_norm: 2.7936 2020-07-29 08:50:30,213 - mmaction - INFO - Epoch [125][3700/3757] lr: 5.245e-02, eta: 4 days, 21:57:32, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6383, loss_cls: 2.7164, loss: 2.7164, grad_norm: 2.8603 2020-07-29 08:50:45,955 - mmaction - INFO - Epoch [125][3720/3757] lr: 5.245e-02, eta: 4 days, 21:57:06, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6250, loss_cls: 2.7767, loss: 2.7767, grad_norm: 2.8584 2020-07-29 08:51:01,795 - mmaction - INFO - Epoch [125][3740/3757] lr: 5.245e-02, eta: 4 days, 21:56:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6328, loss_cls: 2.8655, loss: 2.8655, grad_norm: 2.8575 2020-07-29 08:54:30,288 - mmaction - INFO - Epoch [126][20/3757] lr: 5.184e-02, eta: 4 days, 22:12:43, time: 9.576, data_time: 8.657, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6406, loss_cls: 2.7439, loss: 2.7439, grad_norm: 2.7861 2020-07-29 08:54:46,067 - mmaction - INFO - Epoch [126][40/3757] lr: 5.184e-02, eta: 4 days, 22:12:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6359, loss_cls: 2.7484, loss: 2.7484, grad_norm: 2.7856 2020-07-29 08:55:01,930 - mmaction - INFO - Epoch [126][60/3757] lr: 5.184e-02, eta: 4 days, 22:11:50, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6594, loss_cls: 2.6687, loss: 2.6687, grad_norm: 2.7338 2020-07-29 08:55:17,770 - mmaction - INFO - Epoch [126][80/3757] lr: 5.184e-02, eta: 4 days, 22:11:24, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6492, loss_cls: 2.7138, loss: 2.7138, grad_norm: 2.8333 2020-07-29 08:55:33,591 - mmaction - INFO - Epoch [126][100/3757] lr: 5.184e-02, eta: 4 days, 22:10:57, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6398, loss_cls: 2.7884, loss: 2.7884, grad_norm: 2.8683 2020-07-29 08:55:49,372 - mmaction - INFO - Epoch [126][120/3757] lr: 5.184e-02, eta: 4 days, 22:10:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6656, loss_cls: 2.6580, loss: 2.6580, grad_norm: 2.7662 2020-07-29 08:56:05,194 - mmaction - INFO - Epoch [126][140/3757] lr: 5.184e-02, eta: 4 days, 22:10:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6516, loss_cls: 2.7182, loss: 2.7182, grad_norm: 2.8531 2020-07-29 08:56:21,095 - mmaction - INFO - Epoch [126][160/3757] lr: 5.184e-02, eta: 4 days, 22:09:38, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6398, loss_cls: 2.7604, loss: 2.7604, grad_norm: 2.8117 2020-07-29 08:56:36,938 - mmaction - INFO - Epoch [126][180/3757] lr: 5.184e-02, eta: 4 days, 22:09:12, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6562, loss_cls: 2.6946, loss: 2.6946, grad_norm: 2.7768 2020-07-29 08:56:52,798 - mmaction - INFO - Epoch [126][200/3757] lr: 5.184e-02, eta: 4 days, 22:08:46, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6719, loss_cls: 2.6145, loss: 2.6145, grad_norm: 2.7939 2020-07-29 08:57:08,660 - mmaction - INFO - Epoch [126][220/3757] lr: 5.184e-02, eta: 4 days, 22:08:20, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6500, loss_cls: 2.7078, loss: 2.7078, grad_norm: 2.8652 2020-07-29 08:57:24,535 - mmaction - INFO - Epoch [126][240/3757] lr: 5.184e-02, eta: 4 days, 22:07:53, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6305, loss_cls: 2.8438, loss: 2.8438, grad_norm: 2.9559 2020-07-29 08:57:40,362 - mmaction - INFO - Epoch [126][260/3757] lr: 5.184e-02, eta: 4 days, 22:07:27, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6320, loss_cls: 2.8148, loss: 2.8148, grad_norm: 2.8905 2020-07-29 08:57:56,254 - mmaction - INFO - Epoch [126][280/3757] lr: 5.184e-02, eta: 4 days, 22:07:01, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6258, loss_cls: 2.7814, loss: 2.7814, grad_norm: 2.9185 2020-07-29 08:58:12,227 - mmaction - INFO - Epoch [126][300/3757] lr: 5.184e-02, eta: 4 days, 22:06:35, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6625, loss_cls: 2.7822, loss: 2.7822, grad_norm: 2.7734 2020-07-29 08:58:28,040 - mmaction - INFO - Epoch [126][320/3757] lr: 5.184e-02, eta: 4 days, 22:06:09, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6383, loss_cls: 2.7916, loss: 2.7916, grad_norm: 2.8169 2020-07-29 08:58:43,869 - mmaction - INFO - Epoch [126][340/3757] lr: 5.184e-02, eta: 4 days, 22:05:43, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6359, loss_cls: 2.7752, loss: 2.7752, grad_norm: 2.7891 2020-07-29 08:58:59,682 - mmaction - INFO - Epoch [126][360/3757] lr: 5.184e-02, eta: 4 days, 22:05:16, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6328, loss_cls: 2.7711, loss: 2.7711, grad_norm: 2.7065 2020-07-29 08:59:15,613 - mmaction - INFO - Epoch [126][380/3757] lr: 5.184e-02, eta: 4 days, 22:04:51, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6477, loss_cls: 2.7321, loss: 2.7321, grad_norm: 2.7660 2020-07-29 08:59:31,478 - mmaction - INFO - Epoch [126][400/3757] lr: 5.184e-02, eta: 4 days, 22:04:25, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6430, loss_cls: 2.7563, loss: 2.7563, grad_norm: 2.9352 2020-07-29 08:59:47,296 - mmaction - INFO - Epoch [126][420/3757] lr: 5.184e-02, eta: 4 days, 22:03:58, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6375, loss_cls: 2.7833, loss: 2.7833, grad_norm: 2.8417 2020-07-29 09:00:07,538 - mmaction - INFO - Epoch [126][440/3757] lr: 5.184e-02, eta: 4 days, 22:03:47, time: 0.912, data_time: 0.001, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6383, loss_cls: 2.8121, loss: 2.8121, grad_norm: 2.8627 2020-07-29 09:00:27,327 - mmaction - INFO - Epoch [126][460/3757] lr: 5.184e-02, eta: 4 days, 22:03:57, time: 1.089, data_time: 0.114, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6398, loss_cls: 2.7125, loss: 2.7125, grad_norm: 2.8384 2020-07-29 09:00:43,319 - mmaction - INFO - Epoch [126][480/3757] lr: 5.184e-02, eta: 4 days, 22:03:32, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6406, loss_cls: 2.7324, loss: 2.7324, grad_norm: 2.8791 2020-07-29 09:00:59,327 - mmaction - INFO - Epoch [126][500/3757] lr: 5.184e-02, eta: 4 days, 22:03:07, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6430, loss_cls: 2.7343, loss: 2.7343, grad_norm: 2.8458 2020-07-29 09:01:15,404 - mmaction - INFO - Epoch [126][520/3757] lr: 5.184e-02, eta: 4 days, 22:02:42, time: 0.804, data_time: 0.001, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6477, loss_cls: 2.7509, loss: 2.7509, grad_norm: 2.8892 2020-07-29 09:01:31,542 - mmaction - INFO - Epoch [126][540/3757] lr: 5.184e-02, eta: 4 days, 22:02:18, time: 0.806, data_time: 0.001, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6438, loss_cls: 2.6771, loss: 2.6771, grad_norm: 2.7752 2020-07-29 09:01:47,647 - mmaction - INFO - Epoch [126][560/3757] lr: 5.184e-02, eta: 4 days, 22:01:53, time: 0.805, data_time: 0.001, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6156, loss_cls: 2.8906, loss: 2.8906, grad_norm: 2.8864 2020-07-29 09:02:03,966 - mmaction - INFO - Epoch [126][580/3757] lr: 5.184e-02, eta: 4 days, 22:01:30, time: 0.815, data_time: 0.017, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6156, loss_cls: 2.8324, loss: 2.8324, grad_norm: 2.7716 2020-07-29 09:02:20,105 - mmaction - INFO - Epoch [126][600/3757] lr: 5.184e-02, eta: 4 days, 22:01:05, time: 0.809, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6445, loss_cls: 2.7310, loss: 2.7310, grad_norm: 2.8635 2020-07-29 09:02:36,132 - mmaction - INFO - Epoch [126][620/3757] lr: 5.184e-02, eta: 4 days, 22:00:40, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6531, loss_cls: 2.7257, loss: 2.7257, grad_norm: 2.8214 2020-07-29 09:02:52,344 - mmaction - INFO - Epoch [126][640/3757] lr: 5.184e-02, eta: 4 days, 22:00:16, time: 0.810, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6359, loss_cls: 2.7735, loss: 2.7735, grad_norm: 2.8211 2020-07-29 09:03:08,585 - mmaction - INFO - Epoch [126][660/3757] lr: 5.184e-02, eta: 4 days, 21:59:53, time: 0.813, data_time: 0.002, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6320, loss_cls: 2.7677, loss: 2.7677, grad_norm: 2.8002 2020-07-29 09:03:24,807 - mmaction - INFO - Epoch [126][680/3757] lr: 5.184e-02, eta: 4 days, 21:59:29, time: 0.810, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6734, loss_cls: 2.6233, loss: 2.6233, grad_norm: 2.7871 2020-07-29 09:03:40,980 - mmaction - INFO - Epoch [126][700/3757] lr: 5.184e-02, eta: 4 days, 21:59:05, time: 0.809, data_time: 0.002, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6242, loss_cls: 2.8170, loss: 2.8170, grad_norm: 2.8678 2020-07-29 09:03:57,049 - mmaction - INFO - Epoch [126][720/3757] lr: 5.184e-02, eta: 4 days, 21:58:40, time: 0.803, data_time: 0.001, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6305, loss_cls: 2.8016, loss: 2.8016, grad_norm: 2.8000 2020-07-29 09:04:13,375 - mmaction - INFO - Epoch [126][740/3757] lr: 5.184e-02, eta: 4 days, 21:58:17, time: 0.816, data_time: 0.002, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6406, loss_cls: 2.7219, loss: 2.7219, grad_norm: 2.7504 2020-07-29 09:04:29,345 - mmaction - INFO - Epoch [126][760/3757] lr: 5.184e-02, eta: 4 days, 21:57:51, time: 0.799, data_time: 0.002, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6328, loss_cls: 2.7910, loss: 2.7910, grad_norm: 2.8002 2020-07-29 09:04:45,408 - mmaction - INFO - Epoch [126][780/3757] lr: 5.184e-02, eta: 4 days, 21:57:26, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6383, loss_cls: 2.7177, loss: 2.7177, grad_norm: 2.8052 2020-07-29 09:05:01,514 - mmaction - INFO - Epoch [126][800/3757] lr: 5.184e-02, eta: 4 days, 21:57:02, time: 0.805, data_time: 0.002, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6258, loss_cls: 2.8398, loss: 2.8398, grad_norm: 2.8146 2020-07-29 09:05:17,620 - mmaction - INFO - Epoch [126][820/3757] lr: 5.184e-02, eta: 4 days, 21:56:37, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6438, loss_cls: 2.7419, loss: 2.7419, grad_norm: 2.8109 2020-07-29 09:05:34,002 - mmaction - INFO - Epoch [126][840/3757] lr: 5.184e-02, eta: 4 days, 21:56:15, time: 0.822, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6398, loss_cls: 2.7453, loss: 2.7453, grad_norm: 2.8064 2020-07-29 09:05:50,107 - mmaction - INFO - Epoch [126][860/3757] lr: 5.184e-02, eta: 4 days, 21:55:50, time: 0.804, data_time: 0.001, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6320, loss_cls: 2.7123, loss: 2.7123, grad_norm: 2.7416 2020-07-29 09:06:06,332 - mmaction - INFO - Epoch [126][880/3757] lr: 5.184e-02, eta: 4 days, 21:55:26, time: 0.811, data_time: 0.012, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6273, loss_cls: 2.8460, loss: 2.8460, grad_norm: 2.8271 2020-07-29 09:06:22,450 - mmaction - INFO - Epoch [126][900/3757] lr: 5.184e-02, eta: 4 days, 21:55:02, time: 0.807, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6250, loss_cls: 2.8265, loss: 2.8265, grad_norm: 2.8134 2020-07-29 09:06:38,592 - mmaction - INFO - Epoch [126][920/3757] lr: 5.184e-02, eta: 4 days, 21:54:37, time: 0.807, data_time: 0.002, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6492, loss_cls: 2.7211, loss: 2.7211, grad_norm: 2.8873 2020-07-29 09:06:54,680 - mmaction - INFO - Epoch [126][940/3757] lr: 5.184e-02, eta: 4 days, 21:54:13, time: 0.806, data_time: 0.002, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6438, loss_cls: 2.6933, loss: 2.6933, grad_norm: 2.8444 2020-07-29 09:07:10,793 - mmaction - INFO - Epoch [126][960/3757] lr: 5.184e-02, eta: 4 days, 21:53:48, time: 0.804, data_time: 0.002, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6398, loss_cls: 2.7617, loss: 2.7617, grad_norm: 2.7965 2020-07-29 09:07:26,873 - mmaction - INFO - Epoch [126][980/3757] lr: 5.184e-02, eta: 4 days, 21:53:24, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6469, loss_cls: 2.7742, loss: 2.7742, grad_norm: 2.8255 2020-07-29 09:07:43,020 - mmaction - INFO - Epoch [126][1000/3757] lr: 5.184e-02, eta: 4 days, 21:53:00, time: 0.808, data_time: 0.001, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6461, loss_cls: 2.7570, loss: 2.7570, grad_norm: 2.8554 2020-07-29 09:07:59,055 - mmaction - INFO - Epoch [126][1020/3757] lr: 5.184e-02, eta: 4 days, 21:52:34, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.3516, top5_acc: 0.6086, loss_cls: 2.9336, loss: 2.9336, grad_norm: 2.8569 2020-07-29 09:08:14,990 - mmaction - INFO - Epoch [126][1040/3757] lr: 5.184e-02, eta: 4 days, 21:52:09, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6227, loss_cls: 2.7912, loss: 2.7912, grad_norm: 2.7187 2020-07-29 09:08:30,896 - mmaction - INFO - Epoch [126][1060/3757] lr: 5.184e-02, eta: 4 days, 21:51:43, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6438, loss_cls: 2.6970, loss: 2.6970, grad_norm: 2.7650 2020-07-29 09:08:46,869 - mmaction - INFO - Epoch [126][1080/3757] lr: 5.184e-02, eta: 4 days, 21:51:18, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6312, loss_cls: 2.8089, loss: 2.8089, grad_norm: 2.8989 2020-07-29 09:09:02,818 - mmaction - INFO - Epoch [126][1100/3757] lr: 5.184e-02, eta: 4 days, 21:50:53, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6523, loss_cls: 2.6837, loss: 2.6837, grad_norm: 2.8065 2020-07-29 09:09:18,764 - mmaction - INFO - Epoch [126][1120/3757] lr: 5.184e-02, eta: 4 days, 21:50:27, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6555, loss_cls: 2.7267, loss: 2.7267, grad_norm: 2.8570 2020-07-29 09:09:34,777 - mmaction - INFO - Epoch [126][1140/3757] lr: 5.184e-02, eta: 4 days, 21:50:02, time: 0.801, data_time: 0.002, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6344, loss_cls: 2.7496, loss: 2.7496, grad_norm: 2.8656 2020-07-29 09:09:50,937 - mmaction - INFO - Epoch [126][1160/3757] lr: 5.184e-02, eta: 4 days, 21:49:38, time: 0.806, data_time: 0.006, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6555, loss_cls: 2.6918, loss: 2.6918, grad_norm: 2.9197 2020-07-29 09:10:07,019 - mmaction - INFO - Epoch [126][1180/3757] lr: 5.184e-02, eta: 4 days, 21:49:13, time: 0.803, data_time: 0.002, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6352, loss_cls: 2.8073, loss: 2.8073, grad_norm: 2.8884 2020-07-29 09:10:23,076 - mmaction - INFO - Epoch [126][1200/3757] lr: 5.184e-02, eta: 4 days, 21:48:48, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6102, loss_cls: 2.9170, loss: 2.9170, grad_norm: 2.8868 2020-07-29 09:10:39,060 - mmaction - INFO - Epoch [126][1220/3757] lr: 5.184e-02, eta: 4 days, 21:48:23, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6375, loss_cls: 2.8119, loss: 2.8119, grad_norm: 2.8356 2020-07-29 09:10:55,125 - mmaction - INFO - Epoch [126][1240/3757] lr: 5.184e-02, eta: 4 days, 21:47:58, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6453, loss_cls: 2.7459, loss: 2.7459, grad_norm: 2.7505 2020-07-29 09:11:11,123 - mmaction - INFO - Epoch [126][1260/3757] lr: 5.184e-02, eta: 4 days, 21:47:33, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6359, loss_cls: 2.7888, loss: 2.7888, grad_norm: 2.8012 2020-07-29 09:11:27,087 - mmaction - INFO - Epoch [126][1280/3757] lr: 5.184e-02, eta: 4 days, 21:47:08, time: 0.800, data_time: 0.002, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6477, loss_cls: 2.7204, loss: 2.7204, grad_norm: 2.8183 2020-07-29 09:11:43,064 - mmaction - INFO - Epoch [126][1300/3757] lr: 5.184e-02, eta: 4 days, 21:46:43, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6492, loss_cls: 2.7767, loss: 2.7767, grad_norm: 2.8401 2020-07-29 09:11:59,012 - mmaction - INFO - Epoch [126][1320/3757] lr: 5.184e-02, eta: 4 days, 21:46:18, time: 0.798, data_time: 0.002, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6312, loss_cls: 2.8744, loss: 2.8744, grad_norm: 2.8199 2020-07-29 09:12:15,184 - mmaction - INFO - Epoch [126][1340/3757] lr: 5.184e-02, eta: 4 days, 21:45:53, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6328, loss_cls: 2.7767, loss: 2.7767, grad_norm: 2.7555 2020-07-29 09:12:31,218 - mmaction - INFO - Epoch [126][1360/3757] lr: 5.184e-02, eta: 4 days, 21:45:29, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6156, loss_cls: 2.9363, loss: 2.9363, grad_norm: 2.8448 2020-07-29 09:12:47,162 - mmaction - INFO - Epoch [126][1380/3757] lr: 5.184e-02, eta: 4 days, 21:45:03, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6273, loss_cls: 2.8316, loss: 2.8316, grad_norm: 2.8122 2020-07-29 09:13:03,197 - mmaction - INFO - Epoch [126][1400/3757] lr: 5.184e-02, eta: 4 days, 21:44:38, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6570, loss_cls: 2.6705, loss: 2.6705, grad_norm: 2.7510 2020-07-29 09:13:19,225 - mmaction - INFO - Epoch [126][1420/3757] lr: 5.184e-02, eta: 4 days, 21:44:13, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6203, loss_cls: 2.7977, loss: 2.7977, grad_norm: 2.8019 2020-07-29 09:13:35,177 - mmaction - INFO - Epoch [126][1440/3757] lr: 5.184e-02, eta: 4 days, 21:43:48, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6125, loss_cls: 2.9057, loss: 2.9057, grad_norm: 2.8455 2020-07-29 09:13:51,147 - mmaction - INFO - Epoch [126][1460/3757] lr: 5.184e-02, eta: 4 days, 21:43:23, time: 0.799, data_time: 0.002, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6375, loss_cls: 2.8092, loss: 2.8092, grad_norm: 2.8347 2020-07-29 09:14:07,111 - mmaction - INFO - Epoch [126][1480/3757] lr: 5.184e-02, eta: 4 days, 21:42:57, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6234, loss_cls: 2.7700, loss: 2.7700, grad_norm: 2.8335 2020-07-29 09:14:23,150 - mmaction - INFO - Epoch [126][1500/3757] lr: 5.184e-02, eta: 4 days, 21:42:33, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6398, loss_cls: 2.7782, loss: 2.7782, grad_norm: 2.7928 2020-07-29 09:14:39,060 - mmaction - INFO - Epoch [126][1520/3757] lr: 5.184e-02, eta: 4 days, 21:42:07, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6359, loss_cls: 2.7747, loss: 2.7747, grad_norm: 2.7957 2020-07-29 09:14:55,149 - mmaction - INFO - Epoch [126][1540/3757] lr: 5.184e-02, eta: 4 days, 21:41:43, time: 0.803, data_time: 0.001, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6438, loss_cls: 2.7508, loss: 2.7508, grad_norm: 2.7890 2020-07-29 09:15:11,242 - mmaction - INFO - Epoch [126][1560/3757] lr: 5.184e-02, eta: 4 days, 21:41:18, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6164, loss_cls: 2.8684, loss: 2.8684, grad_norm: 2.8685 2020-07-29 09:15:27,234 - mmaction - INFO - Epoch [126][1580/3757] lr: 5.184e-02, eta: 4 days, 21:40:53, time: 0.801, data_time: 0.002, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6344, loss_cls: 2.7599, loss: 2.7599, grad_norm: 2.8234 2020-07-29 09:15:43,156 - mmaction - INFO - Epoch [126][1600/3757] lr: 5.184e-02, eta: 4 days, 21:40:28, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6320, loss_cls: 2.8005, loss: 2.8005, grad_norm: 2.8780 2020-07-29 09:15:59,176 - mmaction - INFO - Epoch [126][1620/3757] lr: 5.184e-02, eta: 4 days, 21:40:03, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6289, loss_cls: 2.8114, loss: 2.8114, grad_norm: 2.8205 2020-07-29 09:16:15,142 - mmaction - INFO - Epoch [126][1640/3757] lr: 5.184e-02, eta: 4 days, 21:39:38, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6516, loss_cls: 2.6831, loss: 2.6831, grad_norm: 2.7499 2020-07-29 09:16:31,110 - mmaction - INFO - Epoch [126][1660/3757] lr: 5.184e-02, eta: 4 days, 21:39:12, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6469, loss_cls: 2.7794, loss: 2.7794, grad_norm: 2.8063 2020-07-29 09:16:47,150 - mmaction - INFO - Epoch [126][1680/3757] lr: 5.184e-02, eta: 4 days, 21:38:48, time: 0.802, data_time: 0.002, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6383, loss_cls: 2.6925, loss: 2.6925, grad_norm: 2.8421 2020-07-29 09:17:03,624 - mmaction - INFO - Epoch [126][1700/3757] lr: 5.184e-02, eta: 4 days, 21:38:25, time: 0.824, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6422, loss_cls: 2.7782, loss: 2.7782, grad_norm: 2.7983 2020-07-29 09:17:19,743 - mmaction - INFO - Epoch [126][1720/3757] lr: 5.184e-02, eta: 4 days, 21:38:01, time: 0.805, data_time: 0.002, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6359, loss_cls: 2.7788, loss: 2.7788, grad_norm: 2.8616 2020-07-29 09:17:35,666 - mmaction - INFO - Epoch [126][1740/3757] lr: 5.184e-02, eta: 4 days, 21:37:36, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6414, loss_cls: 2.7076, loss: 2.7076, grad_norm: 2.7894 2020-07-29 09:17:51,736 - mmaction - INFO - Epoch [126][1760/3757] lr: 5.184e-02, eta: 4 days, 21:37:11, time: 0.804, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6125, loss_cls: 2.8475, loss: 2.8475, grad_norm: 2.8742 2020-07-29 09:18:07,744 - mmaction - INFO - Epoch [126][1780/3757] lr: 5.184e-02, eta: 4 days, 21:36:46, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6406, loss_cls: 2.7795, loss: 2.7795, grad_norm: 2.7751 2020-07-29 09:18:23,632 - mmaction - INFO - Epoch [126][1800/3757] lr: 5.184e-02, eta: 4 days, 21:36:21, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6227, loss_cls: 2.7949, loss: 2.7949, grad_norm: 2.7863 2020-07-29 09:18:39,620 - mmaction - INFO - Epoch [126][1820/3757] lr: 5.184e-02, eta: 4 days, 21:35:56, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6461, loss_cls: 2.7213, loss: 2.7213, grad_norm: 2.8803 2020-07-29 09:18:55,804 - mmaction - INFO - Epoch [126][1840/3757] lr: 5.184e-02, eta: 4 days, 21:35:32, time: 0.809, data_time: 0.001, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6273, loss_cls: 2.7786, loss: 2.7786, grad_norm: 2.8654 2020-07-29 09:19:12,173 - mmaction - INFO - Epoch [126][1860/3757] lr: 5.184e-02, eta: 4 days, 21:35:09, time: 0.818, data_time: 0.012, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6289, loss_cls: 2.8057, loss: 2.8057, grad_norm: 2.8919 2020-07-29 09:19:28,180 - mmaction - INFO - Epoch [126][1880/3757] lr: 5.184e-02, eta: 4 days, 21:34:44, time: 0.801, data_time: 0.002, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6539, loss_cls: 2.7323, loss: 2.7323, grad_norm: 2.8498 2020-07-29 09:19:44,433 - mmaction - INFO - Epoch [126][1900/3757] lr: 5.184e-02, eta: 4 days, 21:34:20, time: 0.810, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6320, loss_cls: 2.7825, loss: 2.7825, grad_norm: 2.8654 2020-07-29 09:20:00,338 - mmaction - INFO - Epoch [126][1920/3757] lr: 5.184e-02, eta: 4 days, 21:33:55, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6508, loss_cls: 2.7144, loss: 2.7144, grad_norm: 2.8092 2020-07-29 09:20:16,408 - mmaction - INFO - Epoch [126][1940/3757] lr: 5.184e-02, eta: 4 days, 21:33:30, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6453, loss_cls: 2.7748, loss: 2.7748, grad_norm: 2.8600 2020-07-29 09:20:32,357 - mmaction - INFO - Epoch [126][1960/3757] lr: 5.184e-02, eta: 4 days, 21:33:05, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6648, loss_cls: 2.6233, loss: 2.6233, grad_norm: 2.8757 2020-07-29 09:20:48,231 - mmaction - INFO - Epoch [126][1980/3757] lr: 5.184e-02, eta: 4 days, 21:32:40, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6398, loss_cls: 2.7029, loss: 2.7029, grad_norm: 2.8800 2020-07-29 09:21:04,207 - mmaction - INFO - Epoch [126][2000/3757] lr: 5.184e-02, eta: 4 days, 21:32:15, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6172, loss_cls: 2.8363, loss: 2.8363, grad_norm: 2.9150 2020-07-29 09:21:20,230 - mmaction - INFO - Epoch [126][2020/3757] lr: 5.184e-02, eta: 4 days, 21:31:50, time: 0.801, data_time: 0.002, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6414, loss_cls: 2.7693, loss: 2.7693, grad_norm: 2.7982 2020-07-29 09:21:36,301 - mmaction - INFO - Epoch [126][2040/3757] lr: 5.184e-02, eta: 4 days, 21:31:25, time: 0.803, data_time: 0.002, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6320, loss_cls: 2.7700, loss: 2.7700, grad_norm: 2.8130 2020-07-29 09:21:52,344 - mmaction - INFO - Epoch [126][2060/3757] lr: 5.184e-02, eta: 4 days, 21:31:01, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6258, loss_cls: 2.7730, loss: 2.7730, grad_norm: 2.7650 2020-07-29 09:22:08,297 - mmaction - INFO - Epoch [126][2080/3757] lr: 5.184e-02, eta: 4 days, 21:30:35, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6414, loss_cls: 2.7191, loss: 2.7191, grad_norm: 2.7811 2020-07-29 09:22:24,202 - mmaction - INFO - Epoch [126][2100/3757] lr: 5.184e-02, eta: 4 days, 21:30:10, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6078, loss_cls: 2.8226, loss: 2.8226, grad_norm: 2.8390 2020-07-29 09:22:40,058 - mmaction - INFO - Epoch [126][2120/3757] lr: 5.184e-02, eta: 4 days, 21:29:44, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6406, loss_cls: 2.6804, loss: 2.6804, grad_norm: 2.8153 2020-07-29 09:22:56,087 - mmaction - INFO - Epoch [126][2140/3757] lr: 5.184e-02, eta: 4 days, 21:29:19, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6289, loss_cls: 2.7871, loss: 2.7871, grad_norm: 2.8325 2020-07-29 09:23:12,113 - mmaction - INFO - Epoch [126][2160/3757] lr: 5.184e-02, eta: 4 days, 21:28:55, time: 0.800, data_time: 0.002, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6359, loss_cls: 2.7954, loss: 2.7954, grad_norm: 2.8599 2020-07-29 09:23:27,995 - mmaction - INFO - Epoch [126][2180/3757] lr: 5.184e-02, eta: 4 days, 21:28:29, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6367, loss_cls: 2.8186, loss: 2.8186, grad_norm: 2.7538 2020-07-29 09:23:43,978 - mmaction - INFO - Epoch [126][2200/3757] lr: 5.184e-02, eta: 4 days, 21:28:04, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6266, loss_cls: 2.8591, loss: 2.8591, grad_norm: 2.8014 2020-07-29 09:23:59,870 - mmaction - INFO - Epoch [126][2220/3757] lr: 5.184e-02, eta: 4 days, 21:27:39, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6414, loss_cls: 2.7180, loss: 2.7180, grad_norm: 2.8670 2020-07-29 09:24:15,846 - mmaction - INFO - Epoch [126][2240/3757] lr: 5.184e-02, eta: 4 days, 21:27:14, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6336, loss_cls: 2.8268, loss: 2.8268, grad_norm: 2.8495 2020-07-29 09:24:31,892 - mmaction - INFO - Epoch [126][2260/3757] lr: 5.184e-02, eta: 4 days, 21:26:49, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.8569, loss: 2.8569, grad_norm: 2.8462 2020-07-29 09:24:47,788 - mmaction - INFO - Epoch [126][2280/3757] lr: 5.184e-02, eta: 4 days, 21:26:23, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6180, loss_cls: 2.8305, loss: 2.8305, grad_norm: 2.8371 2020-07-29 09:25:03,660 - mmaction - INFO - Epoch [126][2300/3757] lr: 5.184e-02, eta: 4 days, 21:25:58, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6477, loss_cls: 2.7021, loss: 2.7021, grad_norm: 2.8114 2020-07-29 09:25:19,641 - mmaction - INFO - Epoch [126][2320/3757] lr: 5.184e-02, eta: 4 days, 21:25:33, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6344, loss_cls: 2.7669, loss: 2.7669, grad_norm: 2.7849 2020-07-29 09:25:35,490 - mmaction - INFO - Epoch [126][2340/3757] lr: 5.184e-02, eta: 4 days, 21:25:07, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6367, loss_cls: 2.8064, loss: 2.8064, grad_norm: 2.8380 2020-07-29 09:25:51,325 - mmaction - INFO - Epoch [126][2360/3757] lr: 5.184e-02, eta: 4 days, 21:24:41, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6508, loss_cls: 2.7788, loss: 2.7788, grad_norm: 2.8477 2020-07-29 09:26:07,189 - mmaction - INFO - Epoch [126][2380/3757] lr: 5.184e-02, eta: 4 days, 21:24:16, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6492, loss_cls: 2.7773, loss: 2.7773, grad_norm: 2.8620 2020-07-29 09:26:22,999 - mmaction - INFO - Epoch [126][2400/3757] lr: 5.184e-02, eta: 4 days, 21:23:50, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6438, loss_cls: 2.7405, loss: 2.7405, grad_norm: 2.8854 2020-07-29 09:26:38,988 - mmaction - INFO - Epoch [126][2420/3757] lr: 5.184e-02, eta: 4 days, 21:23:25, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6148, loss_cls: 2.9213, loss: 2.9213, grad_norm: 2.8989 2020-07-29 09:26:54,829 - mmaction - INFO - Epoch [126][2440/3757] lr: 5.184e-02, eta: 4 days, 21:22:59, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6469, loss_cls: 2.7371, loss: 2.7371, grad_norm: 2.8574 2020-07-29 09:27:10,703 - mmaction - INFO - Epoch [126][2460/3757] lr: 5.184e-02, eta: 4 days, 21:22:33, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6484, loss_cls: 2.7166, loss: 2.7166, grad_norm: 2.8339 2020-07-29 09:27:26,578 - mmaction - INFO - Epoch [126][2480/3757] lr: 5.184e-02, eta: 4 days, 21:22:08, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6320, loss_cls: 2.7830, loss: 2.7830, grad_norm: 2.8542 2020-07-29 09:27:42,507 - mmaction - INFO - Epoch [126][2500/3757] lr: 5.184e-02, eta: 4 days, 21:21:43, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6312, loss_cls: 2.7929, loss: 2.7929, grad_norm: 2.8333 2020-07-29 09:27:58,305 - mmaction - INFO - Epoch [126][2520/3757] lr: 5.184e-02, eta: 4 days, 21:21:16, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6414, loss_cls: 2.8085, loss: 2.8085, grad_norm: 2.8421 2020-07-29 09:28:14,098 - mmaction - INFO - Epoch [126][2540/3757] lr: 5.184e-02, eta: 4 days, 21:20:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6422, loss_cls: 2.7325, loss: 2.7325, grad_norm: 2.7586 2020-07-29 09:28:29,902 - mmaction - INFO - Epoch [126][2560/3757] lr: 5.184e-02, eta: 4 days, 21:20:24, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6516, loss_cls: 2.7627, loss: 2.7627, grad_norm: 2.8499 2020-07-29 09:28:46,050 - mmaction - INFO - Epoch [126][2580/3757] lr: 5.184e-02, eta: 4 days, 21:20:01, time: 0.809, data_time: 0.002, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6430, loss_cls: 2.7523, loss: 2.7523, grad_norm: 2.8203 2020-07-29 09:29:02,084 - mmaction - INFO - Epoch [126][2600/3757] lr: 5.184e-02, eta: 4 days, 21:19:36, time: 0.802, data_time: 0.005, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6477, loss_cls: 2.7298, loss: 2.7298, grad_norm: 2.8576 2020-07-29 09:29:18,623 - mmaction - INFO - Epoch [126][2620/3757] lr: 5.184e-02, eta: 4 days, 21:19:14, time: 0.827, data_time: 0.005, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6430, loss_cls: 2.7550, loss: 2.7550, grad_norm: 2.8398 2020-07-29 09:29:34,700 - mmaction - INFO - Epoch [126][2640/3757] lr: 5.184e-02, eta: 4 days, 21:18:50, time: 0.804, data_time: 0.005, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6164, loss_cls: 2.8534, loss: 2.8534, grad_norm: 2.8690 2020-07-29 09:29:50,554 - mmaction - INFO - Epoch [126][2660/3757] lr: 5.184e-02, eta: 4 days, 21:18:24, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6391, loss_cls: 2.8105, loss: 2.8105, grad_norm: 2.8726 2020-07-29 09:30:06,355 - mmaction - INFO - Epoch [126][2680/3757] lr: 5.184e-02, eta: 4 days, 21:17:58, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.7445, loss: 2.7445, grad_norm: 2.8438 2020-07-29 09:30:22,138 - mmaction - INFO - Epoch [126][2700/3757] lr: 5.184e-02, eta: 4 days, 21:17:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6523, loss_cls: 2.6464, loss: 2.6464, grad_norm: 2.7498 2020-07-29 09:30:37,905 - mmaction - INFO - Epoch [126][2720/3757] lr: 5.184e-02, eta: 4 days, 21:17:06, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6391, loss_cls: 2.7817, loss: 2.7817, grad_norm: 2.8789 2020-07-29 09:30:53,853 - mmaction - INFO - Epoch [126][2740/3757] lr: 5.184e-02, eta: 4 days, 21:16:41, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6469, loss_cls: 2.7234, loss: 2.7234, grad_norm: 2.8532 2020-07-29 09:31:09,729 - mmaction - INFO - Epoch [126][2760/3757] lr: 5.184e-02, eta: 4 days, 21:16:16, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6430, loss_cls: 2.7085, loss: 2.7085, grad_norm: 2.8443 2020-07-29 09:31:25,590 - mmaction - INFO - Epoch [126][2780/3757] lr: 5.184e-02, eta: 4 days, 21:15:50, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6375, loss_cls: 2.7765, loss: 2.7765, grad_norm: 2.8741 2020-07-29 09:31:41,564 - mmaction - INFO - Epoch [126][2800/3757] lr: 5.184e-02, eta: 4 days, 21:15:25, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6398, loss_cls: 2.8044, loss: 2.8044, grad_norm: 2.9129 2020-07-29 09:31:57,451 - mmaction - INFO - Epoch [126][2820/3757] lr: 5.184e-02, eta: 4 days, 21:15:00, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6375, loss_cls: 2.7792, loss: 2.7792, grad_norm: 2.8480 2020-07-29 09:32:13,407 - mmaction - INFO - Epoch [126][2840/3757] lr: 5.184e-02, eta: 4 days, 21:14:35, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6133, loss_cls: 2.8638, loss: 2.8638, grad_norm: 2.7597 2020-07-29 09:32:29,425 - mmaction - INFO - Epoch [126][2860/3757] lr: 5.184e-02, eta: 4 days, 21:14:10, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6461, loss_cls: 2.6967, loss: 2.6967, grad_norm: 2.7738 2020-07-29 09:32:45,365 - mmaction - INFO - Epoch [126][2880/3757] lr: 5.184e-02, eta: 4 days, 21:13:45, time: 0.798, data_time: 0.002, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6422, loss_cls: 2.7465, loss: 2.7465, grad_norm: 2.8187 2020-07-29 09:33:01,439 - mmaction - INFO - Epoch [126][2900/3757] lr: 5.184e-02, eta: 4 days, 21:13:21, time: 0.804, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6359, loss_cls: 2.7883, loss: 2.7883, grad_norm: 2.8262 2020-07-29 09:33:17,517 - mmaction - INFO - Epoch [126][2920/3757] lr: 5.184e-02, eta: 4 days, 21:12:56, time: 0.804, data_time: 0.001, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6430, loss_cls: 2.7515, loss: 2.7515, grad_norm: 2.8842 2020-07-29 09:33:33,437 - mmaction - INFO - Epoch [126][2940/3757] lr: 5.184e-02, eta: 4 days, 21:12:31, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6477, loss_cls: 2.7218, loss: 2.7218, grad_norm: 2.7940 2020-07-29 09:33:49,498 - mmaction - INFO - Epoch [126][2960/3757] lr: 5.184e-02, eta: 4 days, 21:12:07, time: 0.803, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6203, loss_cls: 2.8176, loss: 2.8176, grad_norm: 2.9024 2020-07-29 09:34:05,482 - mmaction - INFO - Epoch [126][2980/3757] lr: 5.184e-02, eta: 4 days, 21:11:42, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6258, loss_cls: 2.7590, loss: 2.7590, grad_norm: 2.8358 2020-07-29 09:34:21,412 - mmaction - INFO - Epoch [126][3000/3757] lr: 5.184e-02, eta: 4 days, 21:11:17, time: 0.798, data_time: 0.002, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6344, loss_cls: 2.8980, loss: 2.8980, grad_norm: 2.8407 2020-07-29 09:34:37,333 - mmaction - INFO - Epoch [126][3020/3757] lr: 5.184e-02, eta: 4 days, 21:10:52, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6383, loss_cls: 2.7555, loss: 2.7555, grad_norm: 2.7921 2020-07-29 09:34:53,275 - mmaction - INFO - Epoch [126][3040/3757] lr: 5.184e-02, eta: 4 days, 21:10:27, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6391, loss_cls: 2.8291, loss: 2.8291, grad_norm: 2.8681 2020-07-29 09:35:09,238 - mmaction - INFO - Epoch [126][3060/3757] lr: 5.184e-02, eta: 4 days, 21:10:02, time: 0.799, data_time: 0.002, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6320, loss_cls: 2.8034, loss: 2.8034, grad_norm: 2.8413 2020-07-29 09:35:25,170 - mmaction - INFO - Epoch [126][3080/3757] lr: 5.184e-02, eta: 4 days, 21:09:37, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6453, loss_cls: 2.6654, loss: 2.6654, grad_norm: 2.8265 2020-07-29 09:35:41,210 - mmaction - INFO - Epoch [126][3100/3757] lr: 5.184e-02, eta: 4 days, 21:09:12, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6445, loss_cls: 2.7127, loss: 2.7127, grad_norm: 2.8398 2020-07-29 09:35:57,091 - mmaction - INFO - Epoch [126][3120/3757] lr: 5.184e-02, eta: 4 days, 21:08:47, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6438, loss_cls: 2.7892, loss: 2.7892, grad_norm: 2.8646 2020-07-29 09:36:13,146 - mmaction - INFO - Epoch [126][3140/3757] lr: 5.184e-02, eta: 4 days, 21:08:22, time: 0.803, data_time: 0.002, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6570, loss_cls: 2.6978, loss: 2.6978, grad_norm: 2.7646 2020-07-29 09:36:29,214 - mmaction - INFO - Epoch [126][3160/3757] lr: 5.184e-02, eta: 4 days, 21:07:58, time: 0.803, data_time: 0.002, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6523, loss_cls: 2.7293, loss: 2.7293, grad_norm: 2.8119 2020-07-29 09:36:45,223 - mmaction - INFO - Epoch [126][3180/3757] lr: 5.184e-02, eta: 4 days, 21:07:33, time: 0.800, data_time: 0.002, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6375, loss_cls: 2.7993, loss: 2.7993, grad_norm: 2.8487 2020-07-29 09:37:01,228 - mmaction - INFO - Epoch [126][3200/3757] lr: 5.184e-02, eta: 4 days, 21:07:09, time: 0.801, data_time: 0.002, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6242, loss_cls: 2.8129, loss: 2.8129, grad_norm: 2.8049 2020-07-29 09:37:17,146 - mmaction - INFO - Epoch [126][3220/3757] lr: 5.184e-02, eta: 4 days, 21:06:44, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6414, loss_cls: 2.7656, loss: 2.7656, grad_norm: 2.8903 2020-07-29 09:37:33,257 - mmaction - INFO - Epoch [126][3240/3757] lr: 5.184e-02, eta: 4 days, 21:06:20, time: 0.807, data_time: 0.002, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6406, loss_cls: 2.7220, loss: 2.7220, grad_norm: 2.8167 2020-07-29 09:37:49,201 - mmaction - INFO - Epoch [126][3260/3757] lr: 5.184e-02, eta: 4 days, 21:05:55, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6422, loss_cls: 2.7507, loss: 2.7507, grad_norm: 2.7814 2020-07-29 09:38:05,229 - mmaction - INFO - Epoch [126][3280/3757] lr: 5.184e-02, eta: 4 days, 21:05:30, time: 0.801, data_time: 0.002, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6445, loss_cls: 2.7371, loss: 2.7371, grad_norm: 2.8212 2020-07-29 09:38:21,299 - mmaction - INFO - Epoch [126][3300/3757] lr: 5.184e-02, eta: 4 days, 21:05:06, time: 0.804, data_time: 0.002, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6430, loss_cls: 2.7429, loss: 2.7429, grad_norm: 2.7924 2020-07-29 09:38:37,359 - mmaction - INFO - Epoch [126][3320/3757] lr: 5.184e-02, eta: 4 days, 21:04:42, time: 0.803, data_time: 0.001, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6562, loss_cls: 2.6987, loss: 2.6987, grad_norm: 2.8240 2020-07-29 09:38:53,632 - mmaction - INFO - Epoch [126][3340/3757] lr: 5.184e-02, eta: 4 days, 21:04:19, time: 0.813, data_time: 0.001, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6039, loss_cls: 2.8944, loss: 2.8944, grad_norm: 2.9071 2020-07-29 09:39:09,703 - mmaction - INFO - Epoch [126][3360/3757] lr: 5.184e-02, eta: 4 days, 21:03:54, time: 0.804, data_time: 0.002, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6242, loss_cls: 2.8633, loss: 2.8633, grad_norm: 2.8709 2020-07-29 09:39:25,821 - mmaction - INFO - Epoch [126][3380/3757] lr: 5.184e-02, eta: 4 days, 21:03:31, time: 0.807, data_time: 0.008, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6367, loss_cls: 2.7925, loss: 2.7925, grad_norm: 2.8169 2020-07-29 09:39:41,851 - mmaction - INFO - Epoch [126][3400/3757] lr: 5.184e-02, eta: 4 days, 21:03:06, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6484, loss_cls: 2.7610, loss: 2.7610, grad_norm: 2.8344 2020-07-29 09:39:57,955 - mmaction - INFO - Epoch [126][3420/3757] lr: 5.184e-02, eta: 4 days, 21:02:42, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6234, loss_cls: 2.7903, loss: 2.7903, grad_norm: 2.9126 2020-07-29 09:40:14,073 - mmaction - INFO - Epoch [126][3440/3757] lr: 5.184e-02, eta: 4 days, 21:02:18, time: 0.805, data_time: 0.001, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6320, loss_cls: 2.8341, loss: 2.8341, grad_norm: 2.8448 2020-07-29 09:40:30,222 - mmaction - INFO - Epoch [126][3460/3757] lr: 5.184e-02, eta: 4 days, 21:01:54, time: 0.806, data_time: 0.002, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6297, loss_cls: 2.7229, loss: 2.7229, grad_norm: 2.7827 2020-07-29 09:40:46,335 - mmaction - INFO - Epoch [126][3480/3757] lr: 5.184e-02, eta: 4 days, 21:01:30, time: 0.807, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6414, loss_cls: 2.6897, loss: 2.6897, grad_norm: 2.8418 2020-07-29 09:41:02,546 - mmaction - INFO - Epoch [126][3500/3757] lr: 5.184e-02, eta: 4 days, 21:01:07, time: 0.810, data_time: 0.002, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6469, loss_cls: 2.7368, loss: 2.7368, grad_norm: 2.8325 2020-07-29 09:41:18,809 - mmaction - INFO - Epoch [126][3520/3757] lr: 5.184e-02, eta: 4 days, 21:00:44, time: 0.812, data_time: 0.002, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6250, loss_cls: 2.8668, loss: 2.8668, grad_norm: 2.9260 2020-07-29 09:41:35,133 - mmaction - INFO - Epoch [126][3540/3757] lr: 5.184e-02, eta: 4 days, 21:00:21, time: 0.817, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6281, loss_cls: 2.7593, loss: 2.7593, grad_norm: 2.7872 2020-07-29 09:41:51,287 - mmaction - INFO - Epoch [126][3560/3757] lr: 5.184e-02, eta: 4 days, 20:59:58, time: 0.809, data_time: 0.002, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6180, loss_cls: 2.8695, loss: 2.8695, grad_norm: 2.7778 2020-07-29 09:42:07,451 - mmaction - INFO - Epoch [126][3580/3757] lr: 5.184e-02, eta: 4 days, 20:59:34, time: 0.809, data_time: 0.001, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6398, loss_cls: 2.7467, loss: 2.7467, grad_norm: 2.7393 2020-07-29 09:42:23,491 - mmaction - INFO - Epoch [126][3600/3757] lr: 5.184e-02, eta: 4 days, 20:59:10, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6375, loss_cls: 2.7893, loss: 2.7893, grad_norm: 2.7552 2020-07-29 09:42:39,870 - mmaction - INFO - Epoch [126][3620/3757] lr: 5.184e-02, eta: 4 days, 20:58:47, time: 0.819, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6484, loss_cls: 2.7978, loss: 2.7978, grad_norm: 2.7932 2020-07-29 09:42:55,936 - mmaction - INFO - Epoch [126][3640/3757] lr: 5.184e-02, eta: 4 days, 20:58:23, time: 0.804, data_time: 0.001, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6547, loss_cls: 2.6935, loss: 2.6935, grad_norm: 2.8640 2020-07-29 09:43:12,137 - mmaction - INFO - Epoch [126][3660/3757] lr: 5.184e-02, eta: 4 days, 20:58:00, time: 0.810, data_time: 0.001, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6203, loss_cls: 2.8752, loss: 2.8752, grad_norm: 2.8476 2020-07-29 09:43:28,357 - mmaction - INFO - Epoch [126][3680/3757] lr: 5.184e-02, eta: 4 days, 20:57:36, time: 0.810, data_time: 0.001, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6180, loss_cls: 2.8056, loss: 2.8056, grad_norm: 2.8404 2020-07-29 09:43:44,473 - mmaction - INFO - Epoch [126][3700/3757] lr: 5.184e-02, eta: 4 days, 20:57:13, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6203, loss_cls: 2.8129, loss: 2.8129, grad_norm: 2.7692 2020-07-29 09:44:00,621 - mmaction - INFO - Epoch [126][3720/3757] lr: 5.184e-02, eta: 4 days, 20:56:49, time: 0.805, data_time: 0.001, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6523, loss_cls: 2.6829, loss: 2.6829, grad_norm: 2.7739 2020-07-29 09:44:16,777 - mmaction - INFO - Epoch [126][3740/3757] lr: 5.184e-02, eta: 4 days, 20:56:25, time: 0.811, data_time: 0.004, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6164, loss_cls: 2.8334, loss: 2.8334, grad_norm: 2.8743 2020-07-29 09:48:31,568 - mmaction - INFO - Epoch [127][20/3757] lr: 5.123e-02, eta: 4 days, 21:15:17, time: 11.444, data_time: 10.535, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6570, loss_cls: 2.7112, loss: 2.7112, grad_norm: 2.8038 2020-07-29 09:48:47,678 - mmaction - INFO - Epoch [127][40/3757] lr: 5.123e-02, eta: 4 days, 21:14:53, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6547, loss_cls: 2.7176, loss: 2.7176, grad_norm: 2.7733 2020-07-29 09:49:03,791 - mmaction - INFO - Epoch [127][60/3757] lr: 5.123e-02, eta: 4 days, 21:14:29, time: 0.805, data_time: 0.002, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6148, loss_cls: 2.8562, loss: 2.8562, grad_norm: 2.8784 2020-07-29 09:49:19,818 - mmaction - INFO - Epoch [127][80/3757] lr: 5.123e-02, eta: 4 days, 21:14:04, time: 0.801, data_time: 0.002, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6445, loss_cls: 2.7704, loss: 2.7704, grad_norm: 2.8727 2020-07-29 09:49:35,806 - mmaction - INFO - Epoch [127][100/3757] lr: 5.123e-02, eta: 4 days, 21:13:39, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6508, loss_cls: 2.6855, loss: 2.6855, grad_norm: 2.8673 2020-07-29 09:49:51,830 - mmaction - INFO - Epoch [127][120/3757] lr: 5.123e-02, eta: 4 days, 21:13:14, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6414, loss_cls: 2.7509, loss: 2.7509, grad_norm: 2.7888 2020-07-29 09:50:07,745 - mmaction - INFO - Epoch [127][140/3757] lr: 5.123e-02, eta: 4 days, 21:12:49, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6492, loss_cls: 2.7663, loss: 2.7663, grad_norm: 2.7851 2020-07-29 09:50:23,771 - mmaction - INFO - Epoch [127][160/3757] lr: 5.123e-02, eta: 4 days, 21:12:25, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6297, loss_cls: 2.8564, loss: 2.8564, grad_norm: 2.8572 2020-07-29 09:50:39,813 - mmaction - INFO - Epoch [127][180/3757] lr: 5.123e-02, eta: 4 days, 21:12:00, time: 0.801, data_time: 0.002, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6156, loss_cls: 2.8155, loss: 2.8155, grad_norm: 2.8608 2020-07-29 09:50:55,780 - mmaction - INFO - Epoch [127][200/3757] lr: 5.123e-02, eta: 4 days, 21:11:35, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6234, loss_cls: 2.8188, loss: 2.8188, grad_norm: 2.8156 2020-07-29 09:51:11,669 - mmaction - INFO - Epoch [127][220/3757] lr: 5.123e-02, eta: 4 days, 21:11:09, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6453, loss_cls: 2.6898, loss: 2.6898, grad_norm: 2.7718 2020-07-29 09:51:27,555 - mmaction - INFO - Epoch [127][240/3757] lr: 5.123e-02, eta: 4 days, 21:10:44, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6344, loss_cls: 2.8107, loss: 2.8107, grad_norm: 2.8551 2020-07-29 09:51:43,545 - mmaction - INFO - Epoch [127][260/3757] lr: 5.123e-02, eta: 4 days, 21:10:19, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6539, loss_cls: 2.7071, loss: 2.7071, grad_norm: 2.7750 2020-07-29 09:51:59,483 - mmaction - INFO - Epoch [127][280/3757] lr: 5.123e-02, eta: 4 days, 21:09:54, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6547, loss_cls: 2.6953, loss: 2.6953, grad_norm: 2.8594 2020-07-29 09:52:15,444 - mmaction - INFO - Epoch [127][300/3757] lr: 5.123e-02, eta: 4 days, 21:09:29, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6367, loss_cls: 2.7458, loss: 2.7458, grad_norm: 2.8631 2020-07-29 09:52:31,486 - mmaction - INFO - Epoch [127][320/3757] lr: 5.123e-02, eta: 4 days, 21:09:04, time: 0.804, data_time: 0.002, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.6910, loss: 2.6910, grad_norm: 2.8696 2020-07-29 09:52:47,372 - mmaction - INFO - Epoch [127][340/3757] lr: 5.123e-02, eta: 4 days, 21:08:39, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6469, loss_cls: 2.7538, loss: 2.7538, grad_norm: 2.8925 2020-07-29 09:53:03,323 - mmaction - INFO - Epoch [127][360/3757] lr: 5.123e-02, eta: 4 days, 21:08:14, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6375, loss_cls: 2.7475, loss: 2.7475, grad_norm: 2.8888 2020-07-29 09:53:19,269 - mmaction - INFO - Epoch [127][380/3757] lr: 5.123e-02, eta: 4 days, 21:07:48, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6383, loss_cls: 2.7952, loss: 2.7952, grad_norm: 2.7664 2020-07-29 09:53:35,248 - mmaction - INFO - Epoch [127][400/3757] lr: 5.123e-02, eta: 4 days, 21:07:24, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6438, loss_cls: 2.7583, loss: 2.7583, grad_norm: 2.9563 2020-07-29 09:53:51,194 - mmaction - INFO - Epoch [127][420/3757] lr: 5.123e-02, eta: 4 days, 21:06:58, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6102, loss_cls: 2.8306, loss: 2.8306, grad_norm: 2.8316 2020-07-29 09:54:07,102 - mmaction - INFO - Epoch [127][440/3757] lr: 5.123e-02, eta: 4 days, 21:06:33, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6648, loss_cls: 2.6509, loss: 2.6509, grad_norm: 2.8063 2020-07-29 09:54:23,067 - mmaction - INFO - Epoch [127][460/3757] lr: 5.123e-02, eta: 4 days, 21:06:08, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6414, loss_cls: 2.7499, loss: 2.7499, grad_norm: 2.8927 2020-07-29 09:54:38,902 - mmaction - INFO - Epoch [127][480/3757] lr: 5.123e-02, eta: 4 days, 21:05:42, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.7147, loss: 2.7147, grad_norm: 2.8594 2020-07-29 09:54:54,689 - mmaction - INFO - Epoch [127][500/3757] lr: 5.123e-02, eta: 4 days, 21:05:16, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6617, loss_cls: 2.7339, loss: 2.7339, grad_norm: 2.8711 2020-07-29 09:55:10,595 - mmaction - INFO - Epoch [127][520/3757] lr: 5.123e-02, eta: 4 days, 21:04:51, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6484, loss_cls: 2.7346, loss: 2.7346, grad_norm: 2.8364 2020-07-29 09:55:26,438 - mmaction - INFO - Epoch [127][540/3757] lr: 5.123e-02, eta: 4 days, 21:04:25, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6516, loss_cls: 2.7034, loss: 2.7034, grad_norm: 2.8127 2020-07-29 09:55:42,429 - mmaction - INFO - Epoch [127][560/3757] lr: 5.123e-02, eta: 4 days, 21:04:00, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6516, loss_cls: 2.7107, loss: 2.7107, grad_norm: 2.8264 2020-07-29 09:55:58,322 - mmaction - INFO - Epoch [127][580/3757] lr: 5.123e-02, eta: 4 days, 21:03:35, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6273, loss_cls: 2.8251, loss: 2.8251, grad_norm: 2.8622 2020-07-29 09:56:14,340 - mmaction - INFO - Epoch [127][600/3757] lr: 5.123e-02, eta: 4 days, 21:03:10, time: 0.800, data_time: 0.002, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6367, loss_cls: 2.7649, loss: 2.7649, grad_norm: 2.8388 2020-07-29 09:56:30,226 - mmaction - INFO - Epoch [127][620/3757] lr: 5.123e-02, eta: 4 days, 21:02:45, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6344, loss_cls: 2.7762, loss: 2.7762, grad_norm: 2.8662 2020-07-29 09:56:46,220 - mmaction - INFO - Epoch [127][640/3757] lr: 5.123e-02, eta: 4 days, 21:02:20, time: 0.800, data_time: 0.002, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6406, loss_cls: 2.7999, loss: 2.7999, grad_norm: 2.8791 2020-07-29 09:57:02,134 - mmaction - INFO - Epoch [127][660/3757] lr: 5.123e-02, eta: 4 days, 21:01:55, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6461, loss_cls: 2.7432, loss: 2.7432, grad_norm: 2.8899 2020-07-29 09:57:17,949 - mmaction - INFO - Epoch [127][680/3757] lr: 5.123e-02, eta: 4 days, 21:01:29, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6477, loss_cls: 2.7526, loss: 2.7526, grad_norm: 2.9218 2020-07-29 09:57:33,845 - mmaction - INFO - Epoch [127][700/3757] lr: 5.123e-02, eta: 4 days, 21:01:04, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6555, loss_cls: 2.6365, loss: 2.6365, grad_norm: 2.8062 2020-07-29 09:57:49,727 - mmaction - INFO - Epoch [127][720/3757] lr: 5.123e-02, eta: 4 days, 21:00:38, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6328, loss_cls: 2.7332, loss: 2.7332, grad_norm: 2.7893 2020-07-29 09:58:05,995 - mmaction - INFO - Epoch [127][740/3757] lr: 5.123e-02, eta: 4 days, 21:00:15, time: 0.815, data_time: 0.002, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6234, loss_cls: 2.8152, loss: 2.8152, grad_norm: 2.9248 2020-07-29 09:58:21,824 - mmaction - INFO - Epoch [127][760/3757] lr: 5.123e-02, eta: 4 days, 20:59:49, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6227, loss_cls: 2.7878, loss: 2.7878, grad_norm: 2.6977 2020-07-29 09:58:37,745 - mmaction - INFO - Epoch [127][780/3757] lr: 5.123e-02, eta: 4 days, 20:59:24, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6320, loss_cls: 2.7881, loss: 2.7881, grad_norm: 2.8232 2020-07-29 09:58:53,611 - mmaction - INFO - Epoch [127][800/3757] lr: 5.123e-02, eta: 4 days, 20:58:59, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6477, loss_cls: 2.6905, loss: 2.6905, grad_norm: 2.8238 2020-07-29 09:59:09,391 - mmaction - INFO - Epoch [127][820/3757] lr: 5.123e-02, eta: 4 days, 20:58:33, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6344, loss_cls: 2.7722, loss: 2.7722, grad_norm: 2.8001 2020-07-29 09:59:25,228 - mmaction - INFO - Epoch [127][840/3757] lr: 5.123e-02, eta: 4 days, 20:58:07, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6062, loss_cls: 2.9062, loss: 2.9062, grad_norm: 2.7915 2020-07-29 09:59:40,991 - mmaction - INFO - Epoch [127][860/3757] lr: 5.123e-02, eta: 4 days, 20:57:41, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6734, loss_cls: 2.6676, loss: 2.6676, grad_norm: 2.7425 2020-07-29 09:59:56,908 - mmaction - INFO - Epoch [127][880/3757] lr: 5.123e-02, eta: 4 days, 20:57:16, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6328, loss_cls: 2.8041, loss: 2.8041, grad_norm: 2.9642 2020-07-29 10:00:20,331 - mmaction - INFO - Epoch [127][900/3757] lr: 5.123e-02, eta: 4 days, 20:57:34, time: 1.170, data_time: 0.002, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6531, loss_cls: 2.7181, loss: 2.7181, grad_norm: 2.8510 2020-07-29 10:00:36,356 - mmaction - INFO - Epoch [127][920/3757] lr: 5.123e-02, eta: 4 days, 20:57:10, time: 0.804, data_time: 0.013, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6250, loss_cls: 2.8430, loss: 2.8430, grad_norm: 2.8873 2020-07-29 10:00:52,202 - mmaction - INFO - Epoch [127][940/3757] lr: 5.123e-02, eta: 4 days, 20:56:44, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6344, loss_cls: 2.8287, loss: 2.8287, grad_norm: 2.8050 2020-07-29 10:01:08,057 - mmaction - INFO - Epoch [127][960/3757] lr: 5.123e-02, eta: 4 days, 20:56:19, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6406, loss_cls: 2.7802, loss: 2.7802, grad_norm: 2.8071 2020-07-29 10:01:24,333 - mmaction - INFO - Epoch [127][980/3757] lr: 5.123e-02, eta: 4 days, 20:55:56, time: 0.815, data_time: 0.001, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6422, loss_cls: 2.7341, loss: 2.7341, grad_norm: 2.7631 2020-07-29 10:01:40,128 - mmaction - INFO - Epoch [127][1000/3757] lr: 5.123e-02, eta: 4 days, 20:55:30, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6484, loss_cls: 2.6948, loss: 2.6948, grad_norm: 2.7197 2020-07-29 10:01:56,017 - mmaction - INFO - Epoch [127][1020/3757] lr: 5.123e-02, eta: 4 days, 20:55:04, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6578, loss_cls: 2.6367, loss: 2.6367, grad_norm: 2.7824 2020-07-29 10:02:11,779 - mmaction - INFO - Epoch [127][1040/3757] lr: 5.123e-02, eta: 4 days, 20:54:38, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6258, loss_cls: 2.9086, loss: 2.9086, grad_norm: 2.8938 2020-07-29 10:02:27,647 - mmaction - INFO - Epoch [127][1060/3757] lr: 5.123e-02, eta: 4 days, 20:54:13, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6188, loss_cls: 2.8251, loss: 2.8251, grad_norm: 2.8088 2020-07-29 10:02:43,493 - mmaction - INFO - Epoch [127][1080/3757] lr: 5.123e-02, eta: 4 days, 20:53:47, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6227, loss_cls: 2.8613, loss: 2.8613, grad_norm: 2.8386 2020-07-29 10:02:59,285 - mmaction - INFO - Epoch [127][1100/3757] lr: 5.123e-02, eta: 4 days, 20:53:21, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6445, loss_cls: 2.7585, loss: 2.7585, grad_norm: 2.8118 2020-07-29 10:03:15,107 - mmaction - INFO - Epoch [127][1120/3757] lr: 5.123e-02, eta: 4 days, 20:52:56, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6281, loss_cls: 2.8178, loss: 2.8178, grad_norm: 2.8416 2020-07-29 10:03:30,929 - mmaction - INFO - Epoch [127][1140/3757] lr: 5.123e-02, eta: 4 days, 20:52:30, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6312, loss_cls: 2.7382, loss: 2.7382, grad_norm: 2.7978 2020-07-29 10:03:46,706 - mmaction - INFO - Epoch [127][1160/3757] lr: 5.123e-02, eta: 4 days, 20:52:04, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6336, loss_cls: 2.7632, loss: 2.7632, grad_norm: 2.8654 2020-07-29 10:04:02,464 - mmaction - INFO - Epoch [127][1180/3757] lr: 5.123e-02, eta: 4 days, 20:51:38, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6555, loss_cls: 2.6481, loss: 2.6481, grad_norm: 2.8268 2020-07-29 10:04:18,273 - mmaction - INFO - Epoch [127][1200/3757] lr: 5.123e-02, eta: 4 days, 20:51:12, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6477, loss_cls: 2.6988, loss: 2.6988, grad_norm: 2.8685 2020-07-29 10:04:34,116 - mmaction - INFO - Epoch [127][1220/3757] lr: 5.123e-02, eta: 4 days, 20:50:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6297, loss_cls: 2.8192, loss: 2.8192, grad_norm: 2.8593 2020-07-29 10:04:49,931 - mmaction - INFO - Epoch [127][1240/3757] lr: 5.123e-02, eta: 4 days, 20:50:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6578, loss_cls: 2.6499, loss: 2.6499, grad_norm: 2.7948 2020-07-29 10:05:05,872 - mmaction - INFO - Epoch [127][1260/3757] lr: 5.123e-02, eta: 4 days, 20:49:56, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6500, loss_cls: 2.7635, loss: 2.7635, grad_norm: 2.9554 2020-07-29 10:05:21,596 - mmaction - INFO - Epoch [127][1280/3757] lr: 5.123e-02, eta: 4 days, 20:49:30, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6266, loss_cls: 2.7920, loss: 2.7920, grad_norm: 2.8821 2020-07-29 10:05:37,399 - mmaction - INFO - Epoch [127][1300/3757] lr: 5.123e-02, eta: 4 days, 20:49:04, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6133, loss_cls: 2.8328, loss: 2.8328, grad_norm: 2.9673 2020-07-29 10:05:53,201 - mmaction - INFO - Epoch [127][1320/3757] lr: 5.123e-02, eta: 4 days, 20:48:38, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6391, loss_cls: 2.7433, loss: 2.7433, grad_norm: 2.8643 2020-07-29 10:06:08,860 - mmaction - INFO - Epoch [127][1340/3757] lr: 5.123e-02, eta: 4 days, 20:48:12, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6430, loss_cls: 2.7781, loss: 2.7781, grad_norm: 2.8458 2020-07-29 10:06:24,826 - mmaction - INFO - Epoch [127][1360/3757] lr: 5.123e-02, eta: 4 days, 20:47:47, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6453, loss_cls: 2.7352, loss: 2.7352, grad_norm: 2.8180 2020-07-29 10:06:40,631 - mmaction - INFO - Epoch [127][1380/3757] lr: 5.123e-02, eta: 4 days, 20:47:21, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6547, loss_cls: 2.7074, loss: 2.7074, grad_norm: 2.8252 2020-07-29 10:06:56,437 - mmaction - INFO - Epoch [127][1400/3757] lr: 5.123e-02, eta: 4 days, 20:46:55, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6281, loss_cls: 2.7776, loss: 2.7776, grad_norm: 2.8573 2020-07-29 10:07:12,341 - mmaction - INFO - Epoch [127][1420/3757] lr: 5.123e-02, eta: 4 days, 20:46:30, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6352, loss_cls: 2.7796, loss: 2.7796, grad_norm: 2.8938 2020-07-29 10:07:28,173 - mmaction - INFO - Epoch [127][1440/3757] lr: 5.123e-02, eta: 4 days, 20:46:05, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6320, loss_cls: 2.8088, loss: 2.8088, grad_norm: 2.9474 2020-07-29 10:07:43,986 - mmaction - INFO - Epoch [127][1460/3757] lr: 5.123e-02, eta: 4 days, 20:45:39, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6516, loss_cls: 2.6772, loss: 2.6772, grad_norm: 2.8039 2020-07-29 10:08:00,054 - mmaction - INFO - Epoch [127][1480/3757] lr: 5.123e-02, eta: 4 days, 20:45:15, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.8270, loss: 2.8270, grad_norm: 2.8745 2020-07-29 10:08:15,960 - mmaction - INFO - Epoch [127][1500/3757] lr: 5.123e-02, eta: 4 days, 20:44:50, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6375, loss_cls: 2.8570, loss: 2.8570, grad_norm: 2.7880 2020-07-29 10:08:31,805 - mmaction - INFO - Epoch [127][1520/3757] lr: 5.123e-02, eta: 4 days, 20:44:24, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6281, loss_cls: 2.7798, loss: 2.7798, grad_norm: 2.8604 2020-07-29 10:08:47,623 - mmaction - INFO - Epoch [127][1540/3757] lr: 5.123e-02, eta: 4 days, 20:43:59, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6578, loss_cls: 2.7145, loss: 2.7145, grad_norm: 2.8523 2020-07-29 10:09:03,534 - mmaction - INFO - Epoch [127][1560/3757] lr: 5.123e-02, eta: 4 days, 20:43:34, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6477, loss_cls: 2.7402, loss: 2.7402, grad_norm: 2.8595 2020-07-29 10:09:19,452 - mmaction - INFO - Epoch [127][1580/3757] lr: 5.123e-02, eta: 4 days, 20:43:09, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6469, loss_cls: 2.7848, loss: 2.7848, grad_norm: 2.9166 2020-07-29 10:09:35,311 - mmaction - INFO - Epoch [127][1600/3757] lr: 5.123e-02, eta: 4 days, 20:42:43, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6531, loss_cls: 2.6980, loss: 2.6980, grad_norm: 2.7670 2020-07-29 10:09:51,198 - mmaction - INFO - Epoch [127][1620/3757] lr: 5.123e-02, eta: 4 days, 20:42:18, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6438, loss_cls: 2.7484, loss: 2.7484, grad_norm: 2.8267 2020-07-29 10:10:07,049 - mmaction - INFO - Epoch [127][1640/3757] lr: 5.123e-02, eta: 4 days, 20:41:52, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6375, loss_cls: 2.8086, loss: 2.8086, grad_norm: 2.8037 2020-07-29 10:10:22,887 - mmaction - INFO - Epoch [127][1660/3757] lr: 5.123e-02, eta: 4 days, 20:41:27, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6398, loss_cls: 2.7758, loss: 2.7758, grad_norm: 2.8709 2020-07-29 10:10:38,912 - mmaction - INFO - Epoch [127][1680/3757] lr: 5.123e-02, eta: 4 days, 20:41:03, time: 0.802, data_time: 0.002, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6359, loss_cls: 2.7508, loss: 2.7508, grad_norm: 2.9086 2020-07-29 10:10:54,727 - mmaction - INFO - Epoch [127][1700/3757] lr: 5.123e-02, eta: 4 days, 20:40:37, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6328, loss_cls: 2.7630, loss: 2.7630, grad_norm: 2.8577 2020-07-29 10:11:10,529 - mmaction - INFO - Epoch [127][1720/3757] lr: 5.123e-02, eta: 4 days, 20:40:11, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6453, loss_cls: 2.7364, loss: 2.7364, grad_norm: 2.9247 2020-07-29 10:11:26,479 - mmaction - INFO - Epoch [127][1740/3757] lr: 5.123e-02, eta: 4 days, 20:39:47, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6508, loss_cls: 2.7396, loss: 2.7396, grad_norm: 2.8786 2020-07-29 10:11:42,370 - mmaction - INFO - Epoch [127][1760/3757] lr: 5.123e-02, eta: 4 days, 20:39:21, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6578, loss_cls: 2.6760, loss: 2.6760, grad_norm: 2.8789 2020-07-29 10:11:58,260 - mmaction - INFO - Epoch [127][1780/3757] lr: 5.123e-02, eta: 4 days, 20:38:56, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6453, loss_cls: 2.7696, loss: 2.7696, grad_norm: 2.8856 2020-07-29 10:12:14,192 - mmaction - INFO - Epoch [127][1800/3757] lr: 5.123e-02, eta: 4 days, 20:38:31, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6547, loss_cls: 2.7639, loss: 2.7639, grad_norm: 2.8429 2020-07-29 10:12:30,047 - mmaction - INFO - Epoch [127][1820/3757] lr: 5.123e-02, eta: 4 days, 20:38:06, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6484, loss_cls: 2.6780, loss: 2.6780, grad_norm: 2.8801 2020-07-29 10:12:45,898 - mmaction - INFO - Epoch [127][1840/3757] lr: 5.123e-02, eta: 4 days, 20:37:41, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6414, loss_cls: 2.7355, loss: 2.7355, grad_norm: 2.9188 2020-07-29 10:13:01,748 - mmaction - INFO - Epoch [127][1860/3757] lr: 5.123e-02, eta: 4 days, 20:37:15, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6281, loss_cls: 2.7544, loss: 2.7544, grad_norm: 2.8024 2020-07-29 10:13:17,810 - mmaction - INFO - Epoch [127][1880/3757] lr: 5.123e-02, eta: 4 days, 20:36:51, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6289, loss_cls: 2.7937, loss: 2.7937, grad_norm: 2.9318 2020-07-29 10:13:33,747 - mmaction - INFO - Epoch [127][1900/3757] lr: 5.123e-02, eta: 4 days, 20:36:26, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6648, loss_cls: 2.7407, loss: 2.7407, grad_norm: 2.9038 2020-07-29 10:13:49,802 - mmaction - INFO - Epoch [127][1920/3757] lr: 5.123e-02, eta: 4 days, 20:36:02, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6375, loss_cls: 2.7956, loss: 2.7956, grad_norm: 2.9267 2020-07-29 10:14:05,755 - mmaction - INFO - Epoch [127][1940/3757] lr: 5.123e-02, eta: 4 days, 20:35:37, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6477, loss_cls: 2.6889, loss: 2.6889, grad_norm: 2.8056 2020-07-29 10:14:21,693 - mmaction - INFO - Epoch [127][1960/3757] lr: 5.123e-02, eta: 4 days, 20:35:12, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6453, loss_cls: 2.7793, loss: 2.7793, grad_norm: 2.8652 2020-07-29 10:14:37,941 - mmaction - INFO - Epoch [127][1980/3757] lr: 5.123e-02, eta: 4 days, 20:34:49, time: 0.811, data_time: 0.002, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6297, loss_cls: 2.8006, loss: 2.8006, grad_norm: 2.8716 2020-07-29 10:14:53,895 - mmaction - INFO - Epoch [127][2000/3757] lr: 5.123e-02, eta: 4 days, 20:34:25, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6641, loss_cls: 2.6565, loss: 2.6565, grad_norm: 2.8741 2020-07-29 10:15:09,864 - mmaction - INFO - Epoch [127][2020/3757] lr: 5.123e-02, eta: 4 days, 20:34:00, time: 0.798, data_time: 0.002, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6203, loss_cls: 2.8292, loss: 2.8292, grad_norm: 2.8021 2020-07-29 10:15:25,807 - mmaction - INFO - Epoch [127][2040/3757] lr: 5.123e-02, eta: 4 days, 20:33:35, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6250, loss_cls: 2.8582, loss: 2.8582, grad_norm: 2.8431 2020-07-29 10:15:41,772 - mmaction - INFO - Epoch [127][2060/3757] lr: 5.123e-02, eta: 4 days, 20:33:11, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6305, loss_cls: 2.7448, loss: 2.7448, grad_norm: 2.7598 2020-07-29 10:15:57,756 - mmaction - INFO - Epoch [127][2080/3757] lr: 5.123e-02, eta: 4 days, 20:32:46, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.5922, loss_cls: 2.8849, loss: 2.8849, grad_norm: 2.8890 2020-07-29 10:16:13,720 - mmaction - INFO - Epoch [127][2100/3757] lr: 5.123e-02, eta: 4 days, 20:32:21, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6602, loss_cls: 2.7330, loss: 2.7330, grad_norm: 2.7753 2020-07-29 10:16:29,668 - mmaction - INFO - Epoch [127][2120/3757] lr: 5.123e-02, eta: 4 days, 20:31:57, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6266, loss_cls: 2.7990, loss: 2.7990, grad_norm: 2.8305 2020-07-29 10:16:45,511 - mmaction - INFO - Epoch [127][2140/3757] lr: 5.123e-02, eta: 4 days, 20:31:31, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6516, loss_cls: 2.7011, loss: 2.7011, grad_norm: 2.8248 2020-07-29 10:17:01,561 - mmaction - INFO - Epoch [127][2160/3757] lr: 5.123e-02, eta: 4 days, 20:31:07, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6352, loss_cls: 2.8230, loss: 2.8230, grad_norm: 2.8443 2020-07-29 10:17:17,488 - mmaction - INFO - Epoch [127][2180/3757] lr: 5.123e-02, eta: 4 days, 20:30:42, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6602, loss_cls: 2.7260, loss: 2.7260, grad_norm: 2.8652 2020-07-29 10:17:34,475 - mmaction - INFO - Epoch [127][2200/3757] lr: 5.123e-02, eta: 4 days, 20:30:24, time: 0.850, data_time: 0.051, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6383, loss_cls: 2.7778, loss: 2.7778, grad_norm: 2.9068 2020-07-29 10:17:50,570 - mmaction - INFO - Epoch [127][2220/3757] lr: 5.123e-02, eta: 4 days, 20:30:00, time: 0.804, data_time: 0.001, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6484, loss_cls: 2.7160, loss: 2.7160, grad_norm: 2.8122 2020-07-29 10:18:06,664 - mmaction - INFO - Epoch [127][2240/3757] lr: 5.123e-02, eta: 4 days, 20:29:36, time: 0.805, data_time: 0.001, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6328, loss_cls: 2.7820, loss: 2.7820, grad_norm: 2.8329 2020-07-29 10:18:22,717 - mmaction - INFO - Epoch [127][2260/3757] lr: 5.123e-02, eta: 4 days, 20:29:12, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6375, loss_cls: 2.7765, loss: 2.7765, grad_norm: 2.8998 2020-07-29 10:18:38,692 - mmaction - INFO - Epoch [127][2280/3757] lr: 5.123e-02, eta: 4 days, 20:28:47, time: 0.799, data_time: 0.002, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6547, loss_cls: 2.6763, loss: 2.6763, grad_norm: 2.8280 2020-07-29 10:18:54,802 - mmaction - INFO - Epoch [127][2300/3757] lr: 5.123e-02, eta: 4 days, 20:28:23, time: 0.806, data_time: 0.001, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6164, loss_cls: 2.8740, loss: 2.8740, grad_norm: 2.8710 2020-07-29 10:19:10,964 - mmaction - INFO - Epoch [127][2320/3757] lr: 5.123e-02, eta: 4 days, 20:28:00, time: 0.808, data_time: 0.001, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6383, loss_cls: 2.7870, loss: 2.7870, grad_norm: 2.8834 2020-07-29 10:19:27,064 - mmaction - INFO - Epoch [127][2340/3757] lr: 5.123e-02, eta: 4 days, 20:27:36, time: 0.804, data_time: 0.002, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6367, loss_cls: 2.7582, loss: 2.7582, grad_norm: 2.9119 2020-07-29 10:19:43,166 - mmaction - INFO - Epoch [127][2360/3757] lr: 5.123e-02, eta: 4 days, 20:27:12, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6273, loss_cls: 2.8194, loss: 2.8194, grad_norm: 2.8631 2020-07-29 10:19:59,139 - mmaction - INFO - Epoch [127][2380/3757] lr: 5.123e-02, eta: 4 days, 20:26:48, time: 0.799, data_time: 0.002, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6344, loss_cls: 2.8263, loss: 2.8263, grad_norm: 2.8395 2020-07-29 10:20:15,334 - mmaction - INFO - Epoch [127][2400/3757] lr: 5.123e-02, eta: 4 days, 20:26:24, time: 0.809, data_time: 0.001, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6336, loss_cls: 2.8129, loss: 2.8129, grad_norm: 2.8039 2020-07-29 10:20:31,411 - mmaction - INFO - Epoch [127][2420/3757] lr: 5.123e-02, eta: 4 days, 20:26:00, time: 0.803, data_time: 0.002, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6406, loss_cls: 2.7419, loss: 2.7419, grad_norm: 2.8247 2020-07-29 10:20:47,602 - mmaction - INFO - Epoch [127][2440/3757] lr: 5.123e-02, eta: 4 days, 20:25:37, time: 0.811, data_time: 0.002, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6523, loss_cls: 2.6548, loss: 2.6548, grad_norm: 2.8644 2020-07-29 10:21:03,757 - mmaction - INFO - Epoch [127][2460/3757] lr: 5.123e-02, eta: 4 days, 20:25:14, time: 0.808, data_time: 0.001, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6383, loss_cls: 2.6871, loss: 2.6871, grad_norm: 2.8916 2020-07-29 10:21:19,972 - mmaction - INFO - Epoch [127][2480/3757] lr: 5.123e-02, eta: 4 days, 20:24:50, time: 0.810, data_time: 0.016, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6336, loss_cls: 2.7595, loss: 2.7595, grad_norm: 2.8900 2020-07-29 10:21:36,083 - mmaction - INFO - Epoch [127][2500/3757] lr: 5.123e-02, eta: 4 days, 20:24:27, time: 0.806, data_time: 0.002, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6445, loss_cls: 2.7299, loss: 2.7299, grad_norm: 2.8727 2020-07-29 10:21:52,156 - mmaction - INFO - Epoch [127][2520/3757] lr: 5.123e-02, eta: 4 days, 20:24:03, time: 0.803, data_time: 0.001, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6375, loss_cls: 2.7469, loss: 2.7469, grad_norm: 2.8740 2020-07-29 10:22:08,262 - mmaction - INFO - Epoch [127][2540/3757] lr: 5.123e-02, eta: 4 days, 20:23:39, time: 0.805, data_time: 0.002, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6586, loss_cls: 2.7211, loss: 2.7211, grad_norm: 2.8764 2020-07-29 10:22:24,387 - mmaction - INFO - Epoch [127][2560/3757] lr: 5.123e-02, eta: 4 days, 20:23:15, time: 0.807, data_time: 0.002, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6352, loss_cls: 2.8235, loss: 2.8235, grad_norm: 2.8271 2020-07-29 10:22:40,476 - mmaction - INFO - Epoch [127][2580/3757] lr: 5.123e-02, eta: 4 days, 20:22:51, time: 0.804, data_time: 0.002, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6422, loss_cls: 2.7456, loss: 2.7456, grad_norm: 2.8402 2020-07-29 10:22:56,684 - mmaction - INFO - Epoch [127][2600/3757] lr: 5.123e-02, eta: 4 days, 20:22:28, time: 0.809, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6336, loss_cls: 2.7435, loss: 2.7435, grad_norm: 2.8591 2020-07-29 10:23:12,963 - mmaction - INFO - Epoch [127][2620/3757] lr: 5.123e-02, eta: 4 days, 20:22:05, time: 0.815, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6312, loss_cls: 2.7839, loss: 2.7839, grad_norm: 2.9362 2020-07-29 10:23:29,121 - mmaction - INFO - Epoch [127][2640/3757] lr: 5.123e-02, eta: 4 days, 20:21:42, time: 0.808, data_time: 0.002, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6344, loss_cls: 2.8068, loss: 2.8068, grad_norm: 2.8455 2020-07-29 10:23:45,276 - mmaction - INFO - Epoch [127][2660/3757] lr: 5.123e-02, eta: 4 days, 20:21:18, time: 0.805, data_time: 0.001, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.7365, loss: 2.7365, grad_norm: 2.7908 2020-07-29 10:24:01,433 - mmaction - INFO - Epoch [127][2680/3757] lr: 5.123e-02, eta: 4 days, 20:20:55, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6492, loss_cls: 2.7366, loss: 2.7366, grad_norm: 2.7748 2020-07-29 10:24:17,654 - mmaction - INFO - Epoch [127][2700/3757] lr: 5.123e-02, eta: 4 days, 20:20:32, time: 0.812, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6281, loss_cls: 2.8227, loss: 2.8227, grad_norm: 2.8676 2020-07-29 10:24:33,638 - mmaction - INFO - Epoch [127][2720/3757] lr: 5.123e-02, eta: 4 days, 20:20:08, time: 0.799, data_time: 0.002, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6297, loss_cls: 2.8410, loss: 2.8410, grad_norm: 2.7971 2020-07-29 10:24:49,598 - mmaction - INFO - Epoch [127][2740/3757] lr: 5.123e-02, eta: 4 days, 20:19:43, time: 0.799, data_time: 0.002, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6188, loss_cls: 2.8707, loss: 2.8707, grad_norm: 2.8971 2020-07-29 10:25:05,732 - mmaction - INFO - Epoch [127][2760/3757] lr: 5.123e-02, eta: 4 days, 20:19:19, time: 0.806, data_time: 0.001, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6555, loss_cls: 2.6807, loss: 2.6807, grad_norm: 2.7807 2020-07-29 10:25:21,619 - mmaction - INFO - Epoch [127][2780/3757] lr: 5.123e-02, eta: 4 days, 20:18:55, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6484, loss_cls: 2.7177, loss: 2.7177, grad_norm: 2.8429 2020-07-29 10:25:37,900 - mmaction - INFO - Epoch [127][2800/3757] lr: 5.123e-02, eta: 4 days, 20:18:32, time: 0.813, data_time: 0.001, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6492, loss_cls: 2.7140, loss: 2.7140, grad_norm: 2.8226 2020-07-29 10:25:54,082 - mmaction - INFO - Epoch [127][2820/3757] lr: 5.123e-02, eta: 4 days, 20:18:08, time: 0.807, data_time: 0.002, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6430, loss_cls: 2.7287, loss: 2.7287, grad_norm: 2.7885 2020-07-29 10:26:09,931 - mmaction - INFO - Epoch [127][2840/3757] lr: 5.123e-02, eta: 4 days, 20:17:43, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6445, loss_cls: 2.7335, loss: 2.7335, grad_norm: 2.7516 2020-07-29 10:26:25,845 - mmaction - INFO - Epoch [127][2860/3757] lr: 5.123e-02, eta: 4 days, 20:17:19, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6461, loss_cls: 2.7210, loss: 2.7210, grad_norm: 2.8389 2020-07-29 10:26:41,745 - mmaction - INFO - Epoch [127][2880/3757] lr: 5.123e-02, eta: 4 days, 20:16:54, time: 0.795, data_time: 0.000, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6289, loss_cls: 2.8934, loss: 2.8934, grad_norm: 2.8993 2020-07-29 10:26:57,760 - mmaction - INFO - Epoch [127][2900/3757] lr: 5.123e-02, eta: 4 days, 20:16:29, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6375, loss_cls: 2.7943, loss: 2.7943, grad_norm: 2.7786 2020-07-29 10:27:13,576 - mmaction - INFO - Epoch [127][2920/3757] lr: 5.123e-02, eta: 4 days, 20:16:04, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6367, loss_cls: 2.8355, loss: 2.8355, grad_norm: 2.8748 2020-07-29 10:27:29,467 - mmaction - INFO - Epoch [127][2940/3757] lr: 5.123e-02, eta: 4 days, 20:15:39, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6133, loss_cls: 2.8659, loss: 2.8659, grad_norm: 2.8780 2020-07-29 10:27:45,338 - mmaction - INFO - Epoch [127][2960/3757] lr: 5.123e-02, eta: 4 days, 20:15:14, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6086, loss_cls: 2.8515, loss: 2.8515, grad_norm: 2.8928 2020-07-29 10:28:01,348 - mmaction - INFO - Epoch [127][2980/3757] lr: 5.123e-02, eta: 4 days, 20:14:50, time: 0.801, data_time: 0.002, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6320, loss_cls: 2.7845, loss: 2.7845, grad_norm: 2.8209 2020-07-29 10:28:17,227 - mmaction - INFO - Epoch [127][3000/3757] lr: 5.123e-02, eta: 4 days, 20:14:25, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6398, loss_cls: 2.7983, loss: 2.7983, grad_norm: 2.8049 2020-07-29 10:28:33,144 - mmaction - INFO - Epoch [127][3020/3757] lr: 5.123e-02, eta: 4 days, 20:14:00, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6500, loss_cls: 2.7514, loss: 2.7514, grad_norm: 2.7390 2020-07-29 10:28:49,003 - mmaction - INFO - Epoch [127][3040/3757] lr: 5.123e-02, eta: 4 days, 20:13:35, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.7541, loss: 2.7541, grad_norm: 2.8819 2020-07-29 10:29:05,038 - mmaction - INFO - Epoch [127][3060/3757] lr: 5.123e-02, eta: 4 days, 20:13:11, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6383, loss_cls: 2.7869, loss: 2.7869, grad_norm: 2.8838 2020-07-29 10:29:20,973 - mmaction - INFO - Epoch [127][3080/3757] lr: 5.123e-02, eta: 4 days, 20:12:46, time: 0.798, data_time: 0.002, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6203, loss_cls: 2.8768, loss: 2.8768, grad_norm: 2.8983 2020-07-29 10:29:37,017 - mmaction - INFO - Epoch [127][3100/3757] lr: 5.123e-02, eta: 4 days, 20:12:22, time: 0.803, data_time: 0.001, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6484, loss_cls: 2.7260, loss: 2.7260, grad_norm: 2.7285 2020-07-29 10:29:52,845 - mmaction - INFO - Epoch [127][3120/3757] lr: 5.123e-02, eta: 4 days, 20:11:57, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6492, loss_cls: 2.7284, loss: 2.7284, grad_norm: 2.7255 2020-07-29 10:30:08,865 - mmaction - INFO - Epoch [127][3140/3757] lr: 5.123e-02, eta: 4 days, 20:11:33, time: 0.802, data_time: 0.002, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6312, loss_cls: 2.8126, loss: 2.8126, grad_norm: 2.9034 2020-07-29 10:30:24,668 - mmaction - INFO - Epoch [127][3160/3757] lr: 5.123e-02, eta: 4 days, 20:11:08, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6547, loss_cls: 2.7145, loss: 2.7145, grad_norm: 2.8246 2020-07-29 10:30:40,656 - mmaction - INFO - Epoch [127][3180/3757] lr: 5.123e-02, eta: 4 days, 20:10:43, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6305, loss_cls: 2.7951, loss: 2.7951, grad_norm: 2.9451 2020-07-29 10:30:56,512 - mmaction - INFO - Epoch [127][3200/3757] lr: 5.123e-02, eta: 4 days, 20:10:18, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6727, loss_cls: 2.6593, loss: 2.6593, grad_norm: 2.8492 2020-07-29 10:31:12,496 - mmaction - INFO - Epoch [127][3220/3757] lr: 5.123e-02, eta: 4 days, 20:09:54, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.3492, top5_acc: 0.6172, loss_cls: 2.9578, loss: 2.9578, grad_norm: 2.9017 2020-07-29 10:31:28,334 - mmaction - INFO - Epoch [127][3240/3757] lr: 5.123e-02, eta: 4 days, 20:09:29, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6383, loss_cls: 2.7295, loss: 2.7295, grad_norm: 2.7955 2020-07-29 10:31:44,247 - mmaction - INFO - Epoch [127][3260/3757] lr: 5.123e-02, eta: 4 days, 20:09:04, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6453, loss_cls: 2.7642, loss: 2.7642, grad_norm: 2.7741 2020-07-29 10:32:00,202 - mmaction - INFO - Epoch [127][3280/3757] lr: 5.123e-02, eta: 4 days, 20:08:40, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6367, loss_cls: 2.7431, loss: 2.7431, grad_norm: 2.7902 2020-07-29 10:32:15,997 - mmaction - INFO - Epoch [127][3300/3757] lr: 5.123e-02, eta: 4 days, 20:08:14, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6703, loss_cls: 2.6614, loss: 2.6614, grad_norm: 2.8050 2020-07-29 10:32:32,012 - mmaction - INFO - Epoch [127][3320/3757] lr: 5.123e-02, eta: 4 days, 20:07:50, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6516, loss_cls: 2.8067, loss: 2.8067, grad_norm: 2.8766 2020-07-29 10:32:47,853 - mmaction - INFO - Epoch [127][3340/3757] lr: 5.123e-02, eta: 4 days, 20:07:25, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6289, loss_cls: 2.7866, loss: 2.7866, grad_norm: 2.8413 2020-07-29 10:33:03,796 - mmaction - INFO - Epoch [127][3360/3757] lr: 5.123e-02, eta: 4 days, 20:07:00, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6000, loss_cls: 2.9319, loss: 2.9319, grad_norm: 2.8792 2020-07-29 10:33:19,708 - mmaction - INFO - Epoch [127][3380/3757] lr: 5.123e-02, eta: 4 days, 20:06:36, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6172, loss_cls: 2.9060, loss: 2.9060, grad_norm: 2.9067 2020-07-29 10:33:35,802 - mmaction - INFO - Epoch [127][3400/3757] lr: 5.123e-02, eta: 4 days, 20:06:12, time: 0.805, data_time: 0.001, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6195, loss_cls: 2.8637, loss: 2.8637, grad_norm: 2.8611 2020-07-29 10:33:51,829 - mmaction - INFO - Epoch [127][3420/3757] lr: 5.123e-02, eta: 4 days, 20:05:48, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6305, loss_cls: 2.8392, loss: 2.8392, grad_norm: 2.8249 2020-07-29 10:34:08,653 - mmaction - INFO - Epoch [127][3440/3757] lr: 5.123e-02, eta: 4 days, 20:05:29, time: 0.841, data_time: 0.040, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6156, loss_cls: 2.8483, loss: 2.8483, grad_norm: 2.7578 2020-07-29 10:34:25,319 - mmaction - INFO - Epoch [127][3460/3757] lr: 5.123e-02, eta: 4 days, 20:05:08, time: 0.832, data_time: 0.001, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6250, loss_cls: 2.8421, loss: 2.8421, grad_norm: 2.8190 2020-07-29 10:34:42,538 - mmaction - INFO - Epoch [127][3480/3757] lr: 5.123e-02, eta: 4 days, 20:04:51, time: 0.861, data_time: 0.002, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6359, loss_cls: 2.7356, loss: 2.7356, grad_norm: 2.7517 2020-07-29 10:35:01,798 - mmaction - INFO - Epoch [127][3500/3757] lr: 5.123e-02, eta: 4 days, 20:04:45, time: 0.965, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6281, loss_cls: 2.7772, loss: 2.7772, grad_norm: 2.8091 2020-07-29 10:35:18,913 - mmaction - INFO - Epoch [127][3520/3757] lr: 5.123e-02, eta: 4 days, 20:04:27, time: 0.855, data_time: 0.052, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6234, loss_cls: 2.7562, loss: 2.7562, grad_norm: 2.7709 2020-07-29 10:35:34,924 - mmaction - INFO - Epoch [127][3540/3757] lr: 5.123e-02, eta: 4 days, 20:04:03, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6508, loss_cls: 2.7287, loss: 2.7287, grad_norm: 2.8990 2020-07-29 10:35:50,826 - mmaction - INFO - Epoch [127][3560/3757] lr: 5.123e-02, eta: 4 days, 20:03:38, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6367, loss_cls: 2.8004, loss: 2.8004, grad_norm: 2.9315 2020-07-29 10:36:06,749 - mmaction - INFO - Epoch [127][3580/3757] lr: 5.123e-02, eta: 4 days, 20:03:14, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6328, loss_cls: 2.7802, loss: 2.7802, grad_norm: 2.8454 2020-07-29 10:36:22,693 - mmaction - INFO - Epoch [127][3600/3757] lr: 5.123e-02, eta: 4 days, 20:02:49, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6367, loss_cls: 2.8358, loss: 2.8358, grad_norm: 2.9003 2020-07-29 10:36:38,796 - mmaction - INFO - Epoch [127][3620/3757] lr: 5.123e-02, eta: 4 days, 20:02:25, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6203, loss_cls: 2.8755, loss: 2.8755, grad_norm: 2.7478 2020-07-29 10:36:54,705 - mmaction - INFO - Epoch [127][3640/3757] lr: 5.123e-02, eta: 4 days, 20:02:01, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6414, loss_cls: 2.6995, loss: 2.6995, grad_norm: 2.7574 2020-07-29 10:37:10,601 - mmaction - INFO - Epoch [127][3660/3757] lr: 5.123e-02, eta: 4 days, 20:01:36, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6312, loss_cls: 2.8309, loss: 2.8309, grad_norm: 2.8524 2020-07-29 10:37:26,502 - mmaction - INFO - Epoch [127][3680/3757] lr: 5.123e-02, eta: 4 days, 20:01:11, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6609, loss_cls: 2.6533, loss: 2.6533, grad_norm: 2.7994 2020-07-29 10:37:42,430 - mmaction - INFO - Epoch [127][3700/3757] lr: 5.123e-02, eta: 4 days, 20:00:47, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6711, loss_cls: 2.6193, loss: 2.6193, grad_norm: 2.7609 2020-07-29 10:37:58,367 - mmaction - INFO - Epoch [127][3720/3757] lr: 5.123e-02, eta: 4 days, 20:00:22, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6531, loss_cls: 2.7190, loss: 2.7190, grad_norm: 2.8193 2020-07-29 10:38:14,260 - mmaction - INFO - Epoch [127][3740/3757] lr: 5.123e-02, eta: 4 days, 19:59:57, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6547, loss_cls: 2.6839, loss: 2.6839, grad_norm: 2.8562 2020-07-29 10:42:29,917 - mmaction - INFO - Epoch [128][20/3757] lr: 5.061e-02, eta: 4 days, 20:17:48, time: 11.426, data_time: 10.518, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6391, loss_cls: 2.7871, loss: 2.7871, grad_norm: 2.8921 2020-07-29 10:42:45,843 - mmaction - INFO - Epoch [128][40/3757] lr: 5.061e-02, eta: 4 days, 20:17:23, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6641, loss_cls: 2.5732, loss: 2.5732, grad_norm: 2.8393 2020-07-29 10:43:01,725 - mmaction - INFO - Epoch [128][60/3757] lr: 5.061e-02, eta: 4 days, 20:16:58, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6281, loss_cls: 2.7955, loss: 2.7955, grad_norm: 2.9174 2020-07-29 10:43:17,671 - mmaction - INFO - Epoch [128][80/3757] lr: 5.061e-02, eta: 4 days, 20:16:34, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6555, loss_cls: 2.7117, loss: 2.7117, grad_norm: 2.7973 2020-07-29 10:43:33,545 - mmaction - INFO - Epoch [128][100/3757] lr: 5.061e-02, eta: 4 days, 20:16:08, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6539, loss_cls: 2.6793, loss: 2.6793, grad_norm: 2.9050 2020-07-29 10:43:49,392 - mmaction - INFO - Epoch [128][120/3757] lr: 5.061e-02, eta: 4 days, 20:15:43, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6461, loss_cls: 2.7187, loss: 2.7187, grad_norm: 2.9588 2020-07-29 10:44:05,283 - mmaction - INFO - Epoch [128][140/3757] lr: 5.061e-02, eta: 4 days, 20:15:18, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6305, loss_cls: 2.8039, loss: 2.8039, grad_norm: 2.9194 2020-07-29 10:44:21,184 - mmaction - INFO - Epoch [128][160/3757] lr: 5.061e-02, eta: 4 days, 20:14:53, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6586, loss_cls: 2.7469, loss: 2.7469, grad_norm: 2.9260 2020-07-29 10:44:37,107 - mmaction - INFO - Epoch [128][180/3757] lr: 5.061e-02, eta: 4 days, 20:14:28, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6430, loss_cls: 2.7047, loss: 2.7047, grad_norm: 2.8328 2020-07-29 10:44:52,974 - mmaction - INFO - Epoch [128][200/3757] lr: 5.061e-02, eta: 4 days, 20:14:03, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6359, loss_cls: 2.7490, loss: 2.7490, grad_norm: 2.8802 2020-07-29 10:45:08,865 - mmaction - INFO - Epoch [128][220/3757] lr: 5.061e-02, eta: 4 days, 20:13:38, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6391, loss_cls: 2.7478, loss: 2.7478, grad_norm: 2.8186 2020-07-29 10:45:24,739 - mmaction - INFO - Epoch [128][240/3757] lr: 5.061e-02, eta: 4 days, 20:13:13, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6414, loss_cls: 2.7794, loss: 2.7794, grad_norm: 2.8959 2020-07-29 10:45:40,607 - mmaction - INFO - Epoch [128][260/3757] lr: 5.061e-02, eta: 4 days, 20:12:48, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6305, loss_cls: 2.8395, loss: 2.8395, grad_norm: 2.9608 2020-07-29 10:45:56,391 - mmaction - INFO - Epoch [128][280/3757] lr: 5.061e-02, eta: 4 days, 20:12:22, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6422, loss_cls: 2.6930, loss: 2.6930, grad_norm: 2.8740 2020-07-29 10:46:12,356 - mmaction - INFO - Epoch [128][300/3757] lr: 5.061e-02, eta: 4 days, 20:11:58, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6516, loss_cls: 2.7161, loss: 2.7161, grad_norm: 2.9053 2020-07-29 10:46:28,061 - mmaction - INFO - Epoch [128][320/3757] lr: 5.061e-02, eta: 4 days, 20:11:32, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6297, loss_cls: 2.8213, loss: 2.8213, grad_norm: 2.8594 2020-07-29 10:46:44,044 - mmaction - INFO - Epoch [128][340/3757] lr: 5.061e-02, eta: 4 days, 20:11:07, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6539, loss_cls: 2.6221, loss: 2.6221, grad_norm: 2.7975 2020-07-29 10:46:59,894 - mmaction - INFO - Epoch [128][360/3757] lr: 5.061e-02, eta: 4 days, 20:10:42, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6242, loss_cls: 2.8058, loss: 2.8058, grad_norm: 2.8681 2020-07-29 10:47:15,814 - mmaction - INFO - Epoch [128][380/3757] lr: 5.061e-02, eta: 4 days, 20:10:17, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6211, loss_cls: 2.8195, loss: 2.8195, grad_norm: 2.8767 2020-07-29 10:47:31,671 - mmaction - INFO - Epoch [128][400/3757] lr: 5.061e-02, eta: 4 days, 20:09:52, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6414, loss_cls: 2.7822, loss: 2.7822, grad_norm: 2.8615 2020-07-29 10:47:47,478 - mmaction - INFO - Epoch [128][420/3757] lr: 5.061e-02, eta: 4 days, 20:09:27, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6562, loss_cls: 2.6554, loss: 2.6554, grad_norm: 2.8736 2020-07-29 10:48:03,220 - mmaction - INFO - Epoch [128][440/3757] lr: 5.061e-02, eta: 4 days, 20:09:01, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6570, loss_cls: 2.6630, loss: 2.6630, grad_norm: 2.9002 2020-07-29 10:48:19,062 - mmaction - INFO - Epoch [128][460/3757] lr: 5.061e-02, eta: 4 days, 20:08:36, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6289, loss_cls: 2.8039, loss: 2.8039, grad_norm: 2.8617 2020-07-29 10:48:34,893 - mmaction - INFO - Epoch [128][480/3757] lr: 5.061e-02, eta: 4 days, 20:08:10, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6336, loss_cls: 2.7021, loss: 2.7021, grad_norm: 2.7951 2020-07-29 10:48:50,858 - mmaction - INFO - Epoch [128][500/3757] lr: 5.061e-02, eta: 4 days, 20:07:46, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6562, loss_cls: 2.6949, loss: 2.6949, grad_norm: 2.8218 2020-07-29 10:49:06,869 - mmaction - INFO - Epoch [128][520/3757] lr: 5.061e-02, eta: 4 days, 20:07:21, time: 0.799, data_time: 0.002, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6438, loss_cls: 2.7216, loss: 2.7216, grad_norm: 2.7553 2020-07-29 10:49:22,661 - mmaction - INFO - Epoch [128][540/3757] lr: 5.061e-02, eta: 4 days, 20:06:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6266, loss_cls: 2.8480, loss: 2.8480, grad_norm: 2.9697 2020-07-29 10:49:38,624 - mmaction - INFO - Epoch [128][560/3757] lr: 5.061e-02, eta: 4 days, 20:06:31, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6188, loss_cls: 2.8384, loss: 2.8384, grad_norm: 2.8416 2020-07-29 10:49:54,372 - mmaction - INFO - Epoch [128][580/3757] lr: 5.061e-02, eta: 4 days, 20:06:06, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6484, loss_cls: 2.7210, loss: 2.7210, grad_norm: 2.8499 2020-07-29 10:50:10,202 - mmaction - INFO - Epoch [128][600/3757] lr: 5.061e-02, eta: 4 days, 20:05:40, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6469, loss_cls: 2.7899, loss: 2.7899, grad_norm: 2.8830 2020-07-29 10:50:26,431 - mmaction - INFO - Epoch [128][620/3757] lr: 5.061e-02, eta: 4 days, 20:05:17, time: 0.812, data_time: 0.017, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6523, loss_cls: 2.7230, loss: 2.7230, grad_norm: 2.8224 2020-07-29 10:50:42,372 - mmaction - INFO - Epoch [128][640/3757] lr: 5.061e-02, eta: 4 days, 20:04:53, time: 0.796, data_time: 0.000, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6430, loss_cls: 2.7289, loss: 2.7289, grad_norm: 2.8446 2020-07-29 10:50:58,189 - mmaction - INFO - Epoch [128][660/3757] lr: 5.061e-02, eta: 4 days, 20:04:27, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6516, loss_cls: 2.6631, loss: 2.6631, grad_norm: 2.8497 2020-07-29 10:51:14,014 - mmaction - INFO - Epoch [128][680/3757] lr: 5.061e-02, eta: 4 days, 20:04:02, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6367, loss_cls: 2.7472, loss: 2.7472, grad_norm: 2.8694 2020-07-29 10:51:29,872 - mmaction - INFO - Epoch [128][700/3757] lr: 5.061e-02, eta: 4 days, 20:03:37, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6391, loss_cls: 2.7653, loss: 2.7653, grad_norm: 2.8460 2020-07-29 10:51:45,645 - mmaction - INFO - Epoch [128][720/3757] lr: 5.061e-02, eta: 4 days, 20:03:11, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6500, loss_cls: 2.7413, loss: 2.7413, grad_norm: 2.8488 2020-07-29 10:52:01,515 - mmaction - INFO - Epoch [128][740/3757] lr: 5.061e-02, eta: 4 days, 20:02:46, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6562, loss_cls: 2.7207, loss: 2.7207, grad_norm: 2.8033 2020-07-29 10:52:17,361 - mmaction - INFO - Epoch [128][760/3757] lr: 5.061e-02, eta: 4 days, 20:02:21, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6250, loss_cls: 2.8049, loss: 2.8049, grad_norm: 2.9177 2020-07-29 10:52:33,175 - mmaction - INFO - Epoch [128][780/3757] lr: 5.061e-02, eta: 4 days, 20:01:56, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6570, loss_cls: 2.6012, loss: 2.6012, grad_norm: 2.8406 2020-07-29 10:52:48,998 - mmaction - INFO - Epoch [128][800/3757] lr: 5.061e-02, eta: 4 days, 20:01:31, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6406, loss_cls: 2.6843, loss: 2.6843, grad_norm: 2.8791 2020-07-29 10:53:04,910 - mmaction - INFO - Epoch [128][820/3757] lr: 5.061e-02, eta: 4 days, 20:01:06, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6391, loss_cls: 2.7701, loss: 2.7701, grad_norm: 2.8787 2020-07-29 10:53:20,723 - mmaction - INFO - Epoch [128][840/3757] lr: 5.061e-02, eta: 4 days, 20:00:41, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6586, loss_cls: 2.6916, loss: 2.6916, grad_norm: 2.7283 2020-07-29 10:53:36,653 - mmaction - INFO - Epoch [128][860/3757] lr: 5.061e-02, eta: 4 days, 20:00:16, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6508, loss_cls: 2.7156, loss: 2.7156, grad_norm: 2.8898 2020-07-29 10:53:52,555 - mmaction - INFO - Epoch [128][880/3757] lr: 5.061e-02, eta: 4 days, 19:59:51, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.8147, loss: 2.8147, grad_norm: 2.8722 2020-07-29 10:54:08,354 - mmaction - INFO - Epoch [128][900/3757] lr: 5.061e-02, eta: 4 days, 19:59:26, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6156, loss_cls: 2.8494, loss: 2.8494, grad_norm: 2.7914 2020-07-29 10:54:24,076 - mmaction - INFO - Epoch [128][920/3757] lr: 5.061e-02, eta: 4 days, 19:59:00, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6383, loss_cls: 2.7920, loss: 2.7920, grad_norm: 2.7874 2020-07-29 10:54:39,869 - mmaction - INFO - Epoch [128][940/3757] lr: 5.061e-02, eta: 4 days, 19:58:35, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6422, loss_cls: 2.7141, loss: 2.7141, grad_norm: 2.7748 2020-07-29 10:54:55,800 - mmaction - INFO - Epoch [128][960/3757] lr: 5.061e-02, eta: 4 days, 19:58:10, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6203, loss_cls: 2.7856, loss: 2.7856, grad_norm: 2.9230 2020-07-29 10:55:11,624 - mmaction - INFO - Epoch [128][980/3757] lr: 5.061e-02, eta: 4 days, 19:57:45, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6328, loss_cls: 2.7363, loss: 2.7363, grad_norm: 2.8580 2020-07-29 10:55:27,557 - mmaction - INFO - Epoch [128][1000/3757] lr: 5.061e-02, eta: 4 days, 19:57:20, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6258, loss_cls: 2.7661, loss: 2.7661, grad_norm: 2.8891 2020-07-29 10:55:43,456 - mmaction - INFO - Epoch [128][1020/3757] lr: 5.061e-02, eta: 4 days, 19:56:55, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6266, loss_cls: 2.7962, loss: 2.7962, grad_norm: 2.8836 2020-07-29 10:55:59,294 - mmaction - INFO - Epoch [128][1040/3757] lr: 5.061e-02, eta: 4 days, 19:56:30, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6555, loss_cls: 2.7240, loss: 2.7240, grad_norm: 2.9277 2020-07-29 10:56:15,214 - mmaction - INFO - Epoch [128][1060/3757] lr: 5.061e-02, eta: 4 days, 19:56:05, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6508, loss_cls: 2.7181, loss: 2.7181, grad_norm: 2.9276 2020-07-29 10:56:31,085 - mmaction - INFO - Epoch [128][1080/3757] lr: 5.061e-02, eta: 4 days, 19:55:40, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6359, loss_cls: 2.7840, loss: 2.7840, grad_norm: 2.8822 2020-07-29 10:56:46,869 - mmaction - INFO - Epoch [128][1100/3757] lr: 5.061e-02, eta: 4 days, 19:55:15, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6359, loss_cls: 2.7747, loss: 2.7747, grad_norm: 2.9316 2020-07-29 10:57:02,805 - mmaction - INFO - Epoch [128][1120/3757] lr: 5.061e-02, eta: 4 days, 19:54:50, time: 0.798, data_time: 0.002, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6219, loss_cls: 2.8354, loss: 2.8354, grad_norm: 2.9134 2020-07-29 10:57:18,728 - mmaction - INFO - Epoch [128][1140/3757] lr: 5.061e-02, eta: 4 days, 19:54:26, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6477, loss_cls: 2.6366, loss: 2.6366, grad_norm: 2.7921 2020-07-29 10:57:34,591 - mmaction - INFO - Epoch [128][1160/3757] lr: 5.061e-02, eta: 4 days, 19:54:01, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6344, loss_cls: 2.7664, loss: 2.7664, grad_norm: 2.8419 2020-07-29 10:57:50,555 - mmaction - INFO - Epoch [128][1180/3757] lr: 5.061e-02, eta: 4 days, 19:53:36, time: 0.799, data_time: 0.002, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6062, loss_cls: 2.8567, loss: 2.8567, grad_norm: 2.7192 2020-07-29 10:58:06,356 - mmaction - INFO - Epoch [128][1200/3757] lr: 5.061e-02, eta: 4 days, 19:53:11, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6492, loss_cls: 2.7572, loss: 2.7572, grad_norm: 2.8627 2020-07-29 10:58:22,258 - mmaction - INFO - Epoch [128][1220/3757] lr: 5.061e-02, eta: 4 days, 19:52:46, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6344, loss_cls: 2.7746, loss: 2.7746, grad_norm: 2.8109 2020-07-29 10:58:38,064 - mmaction - INFO - Epoch [128][1240/3757] lr: 5.061e-02, eta: 4 days, 19:52:21, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6609, loss_cls: 2.6933, loss: 2.6933, grad_norm: 2.9147 2020-07-29 10:58:54,040 - mmaction - INFO - Epoch [128][1260/3757] lr: 5.061e-02, eta: 4 days, 19:51:57, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6188, loss_cls: 2.8188, loss: 2.8188, grad_norm: 2.8170 2020-07-29 10:59:09,875 - mmaction - INFO - Epoch [128][1280/3757] lr: 5.061e-02, eta: 4 days, 19:51:32, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6523, loss_cls: 2.6808, loss: 2.6808, grad_norm: 2.8550 2020-07-29 10:59:25,745 - mmaction - INFO - Epoch [128][1300/3757] lr: 5.061e-02, eta: 4 days, 19:51:07, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6305, loss_cls: 2.8046, loss: 2.8046, grad_norm: 2.8398 2020-07-29 10:59:41,545 - mmaction - INFO - Epoch [128][1320/3757] lr: 5.061e-02, eta: 4 days, 19:50:41, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.7508, loss: 2.7508, grad_norm: 2.8784 2020-07-29 10:59:57,453 - mmaction - INFO - Epoch [128][1340/3757] lr: 5.061e-02, eta: 4 days, 19:50:17, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6492, loss_cls: 2.7359, loss: 2.7359, grad_norm: 2.8200 2020-07-29 11:00:19,956 - mmaction - INFO - Epoch [128][1360/3757] lr: 5.061e-02, eta: 4 days, 19:50:28, time: 1.124, data_time: 0.005, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6531, loss_cls: 2.6898, loss: 2.6898, grad_norm: 2.8630 2020-07-29 11:00:35,806 - mmaction - INFO - Epoch [128][1380/3757] lr: 5.061e-02, eta: 4 days, 19:50:03, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6352, loss_cls: 2.7929, loss: 2.7929, grad_norm: 2.9041 2020-07-29 11:00:51,598 - mmaction - INFO - Epoch [128][1400/3757] lr: 5.061e-02, eta: 4 days, 19:49:38, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6203, loss_cls: 2.8948, loss: 2.8948, grad_norm: 2.8752 2020-07-29 11:01:07,486 - mmaction - INFO - Epoch [128][1420/3757] lr: 5.061e-02, eta: 4 days, 19:49:13, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6312, loss_cls: 2.7997, loss: 2.7997, grad_norm: 2.8096 2020-07-29 11:01:23,318 - mmaction - INFO - Epoch [128][1440/3757] lr: 5.061e-02, eta: 4 days, 19:48:48, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6398, loss_cls: 2.7680, loss: 2.7680, grad_norm: 2.8779 2020-07-29 11:01:39,278 - mmaction - INFO - Epoch [128][1460/3757] lr: 5.061e-02, eta: 4 days, 19:48:24, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6297, loss_cls: 2.7471, loss: 2.7471, grad_norm: 2.8627 2020-07-29 11:01:55,054 - mmaction - INFO - Epoch [128][1480/3757] lr: 5.061e-02, eta: 4 days, 19:47:58, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6281, loss_cls: 2.7560, loss: 2.7560, grad_norm: 2.7966 2020-07-29 11:02:10,887 - mmaction - INFO - Epoch [128][1500/3757] lr: 5.061e-02, eta: 4 days, 19:47:33, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6562, loss_cls: 2.7043, loss: 2.7043, grad_norm: 2.7705 2020-07-29 11:02:26,688 - mmaction - INFO - Epoch [128][1520/3757] lr: 5.061e-02, eta: 4 days, 19:47:08, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6414, loss_cls: 2.7242, loss: 2.7242, grad_norm: 2.8024 2020-07-29 11:02:42,588 - mmaction - INFO - Epoch [128][1540/3757] lr: 5.061e-02, eta: 4 days, 19:46:43, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6453, loss_cls: 2.6864, loss: 2.6864, grad_norm: 2.8225 2020-07-29 11:02:58,324 - mmaction - INFO - Epoch [128][1560/3757] lr: 5.061e-02, eta: 4 days, 19:46:18, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6297, loss_cls: 2.8063, loss: 2.8063, grad_norm: 2.8778 2020-07-29 11:03:14,745 - mmaction - INFO - Epoch [128][1580/3757] lr: 5.061e-02, eta: 4 days, 19:45:56, time: 0.820, data_time: 0.001, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6492, loss_cls: 2.7508, loss: 2.7508, grad_norm: 2.9142 2020-07-29 11:03:35,079 - mmaction - INFO - Epoch [128][1600/3757] lr: 5.061e-02, eta: 4 days, 19:45:56, time: 1.017, data_time: 0.074, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6555, loss_cls: 2.6804, loss: 2.6804, grad_norm: 2.8147 2020-07-29 11:03:51,950 - mmaction - INFO - Epoch [128][1620/3757] lr: 5.061e-02, eta: 4 days, 19:45:36, time: 0.842, data_time: 0.001, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6242, loss_cls: 2.8460, loss: 2.8460, grad_norm: 2.8831 2020-07-29 11:04:07,768 - mmaction - INFO - Epoch [128][1640/3757] lr: 5.061e-02, eta: 4 days, 19:45:11, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6180, loss_cls: 2.8684, loss: 2.8684, grad_norm: 2.8327 2020-07-29 11:04:23,672 - mmaction - INFO - Epoch [128][1660/3757] lr: 5.061e-02, eta: 4 days, 19:44:46, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.7766, loss: 2.7766, grad_norm: 2.8227 2020-07-29 11:04:39,511 - mmaction - INFO - Epoch [128][1680/3757] lr: 5.061e-02, eta: 4 days, 19:44:21, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6656, loss_cls: 2.6071, loss: 2.6071, grad_norm: 2.8613 2020-07-29 11:04:55,389 - mmaction - INFO - Epoch [128][1700/3757] lr: 5.061e-02, eta: 4 days, 19:43:57, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6469, loss_cls: 2.7689, loss: 2.7689, grad_norm: 2.8624 2020-07-29 11:05:11,282 - mmaction - INFO - Epoch [128][1720/3757] lr: 5.061e-02, eta: 4 days, 19:43:32, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6445, loss_cls: 2.7462, loss: 2.7462, grad_norm: 2.8264 2020-07-29 11:05:27,191 - mmaction - INFO - Epoch [128][1740/3757] lr: 5.061e-02, eta: 4 days, 19:43:07, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6258, loss_cls: 2.8410, loss: 2.8410, grad_norm: 2.8537 2020-07-29 11:05:43,063 - mmaction - INFO - Epoch [128][1760/3757] lr: 5.061e-02, eta: 4 days, 19:42:42, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6344, loss_cls: 2.7646, loss: 2.7646, grad_norm: 2.8861 2020-07-29 11:05:58,947 - mmaction - INFO - Epoch [128][1780/3757] lr: 5.061e-02, eta: 4 days, 19:42:18, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6305, loss_cls: 2.8173, loss: 2.8173, grad_norm: 2.8538 2020-07-29 11:06:14,807 - mmaction - INFO - Epoch [128][1800/3757] lr: 5.061e-02, eta: 4 days, 19:41:53, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6523, loss_cls: 2.7130, loss: 2.7130, grad_norm: 2.8730 2020-07-29 11:06:30,682 - mmaction - INFO - Epoch [128][1820/3757] lr: 5.061e-02, eta: 4 days, 19:41:28, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6266, loss_cls: 2.8247, loss: 2.8247, grad_norm: 2.9295 2020-07-29 11:06:46,479 - mmaction - INFO - Epoch [128][1840/3757] lr: 5.061e-02, eta: 4 days, 19:41:03, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6234, loss_cls: 2.8351, loss: 2.8351, grad_norm: 2.8387 2020-07-29 11:07:02,247 - mmaction - INFO - Epoch [128][1860/3757] lr: 5.061e-02, eta: 4 days, 19:40:38, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6430, loss_cls: 2.7484, loss: 2.7484, grad_norm: 2.8121 2020-07-29 11:07:17,967 - mmaction - INFO - Epoch [128][1880/3757] lr: 5.061e-02, eta: 4 days, 19:40:12, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6469, loss_cls: 2.7481, loss: 2.7481, grad_norm: 2.7723 2020-07-29 11:07:33,771 - mmaction - INFO - Epoch [128][1900/3757] lr: 5.061e-02, eta: 4 days, 19:39:47, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6312, loss_cls: 2.7600, loss: 2.7600, grad_norm: 2.8230 2020-07-29 11:07:49,544 - mmaction - INFO - Epoch [128][1920/3757] lr: 5.061e-02, eta: 4 days, 19:39:21, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6391, loss_cls: 2.7582, loss: 2.7582, grad_norm: 2.7911 2020-07-29 11:08:05,913 - mmaction - INFO - Epoch [128][1940/3757] lr: 5.061e-02, eta: 4 days, 19:38:59, time: 0.819, data_time: 0.009, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6367, loss_cls: 2.7621, loss: 2.7621, grad_norm: 2.8528 2020-07-29 11:08:21,711 - mmaction - INFO - Epoch [128][1960/3757] lr: 5.061e-02, eta: 4 days, 19:38:34, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6227, loss_cls: 2.8108, loss: 2.8108, grad_norm: 2.8558 2020-07-29 11:08:37,652 - mmaction - INFO - Epoch [128][1980/3757] lr: 5.061e-02, eta: 4 days, 19:38:10, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6445, loss_cls: 2.7975, loss: 2.7975, grad_norm: 2.9744 2020-07-29 11:08:53,541 - mmaction - INFO - Epoch [128][2000/3757] lr: 5.061e-02, eta: 4 days, 19:37:45, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6320, loss_cls: 2.8513, loss: 2.8513, grad_norm: 2.9305 2020-07-29 11:09:09,365 - mmaction - INFO - Epoch [128][2020/3757] lr: 5.061e-02, eta: 4 days, 19:37:20, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.9215, loss: 2.9215, grad_norm: 2.8715 2020-07-29 11:09:25,234 - mmaction - INFO - Epoch [128][2040/3757] lr: 5.061e-02, eta: 4 days, 19:36:55, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6438, loss_cls: 2.7529, loss: 2.7529, grad_norm: 2.8146 2020-07-29 11:09:41,083 - mmaction - INFO - Epoch [128][2060/3757] lr: 5.061e-02, eta: 4 days, 19:36:30, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6438, loss_cls: 2.7473, loss: 2.7473, grad_norm: 2.8091 2020-07-29 11:09:57,024 - mmaction - INFO - Epoch [128][2080/3757] lr: 5.061e-02, eta: 4 days, 19:36:06, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6164, loss_cls: 2.8327, loss: 2.8327, grad_norm: 2.8566 2020-07-29 11:10:12,972 - mmaction - INFO - Epoch [128][2100/3757] lr: 5.061e-02, eta: 4 days, 19:35:42, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6516, loss_cls: 2.6707, loss: 2.6707, grad_norm: 2.8268 2020-07-29 11:10:28,794 - mmaction - INFO - Epoch [128][2120/3757] lr: 5.061e-02, eta: 4 days, 19:35:16, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6492, loss_cls: 2.7244, loss: 2.7244, grad_norm: 2.8697 2020-07-29 11:10:44,634 - mmaction - INFO - Epoch [128][2140/3757] lr: 5.061e-02, eta: 4 days, 19:34:52, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6594, loss_cls: 2.6930, loss: 2.6930, grad_norm: 2.8079 2020-07-29 11:11:00,468 - mmaction - INFO - Epoch [128][2160/3757] lr: 5.061e-02, eta: 4 days, 19:34:27, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6305, loss_cls: 2.8697, loss: 2.8697, grad_norm: 2.9315 2020-07-29 11:11:16,383 - mmaction - INFO - Epoch [128][2180/3757] lr: 5.061e-02, eta: 4 days, 19:34:02, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6461, loss_cls: 2.7119, loss: 2.7119, grad_norm: 2.7847 2020-07-29 11:11:32,375 - mmaction - INFO - Epoch [128][2200/3757] lr: 5.061e-02, eta: 4 days, 19:33:38, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6375, loss_cls: 2.7344, loss: 2.7344, grad_norm: 2.8551 2020-07-29 11:11:48,201 - mmaction - INFO - Epoch [128][2220/3757] lr: 5.061e-02, eta: 4 days, 19:33:13, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6188, loss_cls: 2.7806, loss: 2.7806, grad_norm: 2.8440 2020-07-29 11:12:04,096 - mmaction - INFO - Epoch [128][2240/3757] lr: 5.061e-02, eta: 4 days, 19:32:49, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6273, loss_cls: 2.8070, loss: 2.8070, grad_norm: 2.8038 2020-07-29 11:12:19,960 - mmaction - INFO - Epoch [128][2260/3757] lr: 5.061e-02, eta: 4 days, 19:32:24, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6297, loss_cls: 2.7841, loss: 2.7841, grad_norm: 2.9197 2020-07-29 11:12:35,948 - mmaction - INFO - Epoch [128][2280/3757] lr: 5.061e-02, eta: 4 days, 19:32:00, time: 0.800, data_time: 0.002, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6398, loss_cls: 2.7538, loss: 2.7538, grad_norm: 2.8949 2020-07-29 11:12:51,856 - mmaction - INFO - Epoch [128][2300/3757] lr: 5.061e-02, eta: 4 days, 19:31:35, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6344, loss_cls: 2.7415, loss: 2.7415, grad_norm: 2.8807 2020-07-29 11:13:07,701 - mmaction - INFO - Epoch [128][2320/3757] lr: 5.061e-02, eta: 4 days, 19:31:10, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6312, loss_cls: 2.8020, loss: 2.8020, grad_norm: 2.8812 2020-07-29 11:13:23,497 - mmaction - INFO - Epoch [128][2340/3757] lr: 5.061e-02, eta: 4 days, 19:30:45, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6227, loss_cls: 2.7752, loss: 2.7752, grad_norm: 2.9221 2020-07-29 11:13:39,379 - mmaction - INFO - Epoch [128][2360/3757] lr: 5.061e-02, eta: 4 days, 19:30:21, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3547, top5_acc: 0.5984, loss_cls: 2.8795, loss: 2.8795, grad_norm: 2.8972 2020-07-29 11:13:55,147 - mmaction - INFO - Epoch [128][2380/3757] lr: 5.061e-02, eta: 4 days, 19:29:55, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6383, loss_cls: 2.7939, loss: 2.7939, grad_norm: 2.8654 2020-07-29 11:14:11,077 - mmaction - INFO - Epoch [128][2400/3757] lr: 5.061e-02, eta: 4 days, 19:29:31, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6609, loss_cls: 2.6375, loss: 2.6375, grad_norm: 2.8007 2020-07-29 11:14:26,871 - mmaction - INFO - Epoch [128][2420/3757] lr: 5.061e-02, eta: 4 days, 19:29:06, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6383, loss_cls: 2.7839, loss: 2.7839, grad_norm: 2.9122 2020-07-29 11:14:42,680 - mmaction - INFO - Epoch [128][2440/3757] lr: 5.061e-02, eta: 4 days, 19:28:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6516, loss_cls: 2.6757, loss: 2.6757, grad_norm: 2.9023 2020-07-29 11:14:58,681 - mmaction - INFO - Epoch [128][2460/3757] lr: 5.061e-02, eta: 4 days, 19:28:17, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6422, loss_cls: 2.7645, loss: 2.7645, grad_norm: 2.8920 2020-07-29 11:15:14,463 - mmaction - INFO - Epoch [128][2480/3757] lr: 5.061e-02, eta: 4 days, 19:27:52, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6211, loss_cls: 2.7465, loss: 2.7465, grad_norm: 2.8348 2020-07-29 11:16:27,330 - mmaction - INFO - Epoch [128][2500/3757] lr: 5.061e-02, eta: 4 days, 19:32:35, time: 3.632, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6406, loss_cls: 2.7426, loss: 2.7426, grad_norm: 2.9482 2020-07-29 11:16:43,340 - mmaction - INFO - Epoch [128][2520/3757] lr: 5.061e-02, eta: 4 days, 19:32:12, time: 0.810, data_time: 0.019, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6359, loss_cls: 2.8107, loss: 2.8107, grad_norm: 2.8974 2020-07-29 11:16:59,153 - mmaction - INFO - Epoch [128][2540/3757] lr: 5.061e-02, eta: 4 days, 19:31:47, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.8379, loss: 2.8379, grad_norm: 2.8412 2020-07-29 11:17:14,977 - mmaction - INFO - Epoch [128][2560/3757] lr: 5.061e-02, eta: 4 days, 19:31:22, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6258, loss_cls: 2.7962, loss: 2.7962, grad_norm: 2.8449 2020-07-29 11:17:30,801 - mmaction - INFO - Epoch [128][2580/3757] lr: 5.061e-02, eta: 4 days, 19:30:57, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6430, loss_cls: 2.7169, loss: 2.7169, grad_norm: 2.8799 2020-07-29 11:17:54,708 - mmaction - INFO - Epoch [128][2600/3757] lr: 5.061e-02, eta: 4 days, 19:31:16, time: 1.195, data_time: 0.241, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6422, loss_cls: 2.7136, loss: 2.7136, grad_norm: 2.7343 2020-07-29 11:18:17,449 - mmaction - INFO - Epoch [128][2620/3757] lr: 5.061e-02, eta: 4 days, 19:31:28, time: 1.136, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6602, loss_cls: 2.7172, loss: 2.7172, grad_norm: 2.8924 2020-07-29 11:18:38,830 - mmaction - INFO - Epoch [128][2640/3757] lr: 5.061e-02, eta: 4 days, 19:31:33, time: 1.067, data_time: 0.002, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6203, loss_cls: 2.8007, loss: 2.8007, grad_norm: 2.9535 2020-07-29 11:19:07,011 - mmaction - INFO - Epoch [128][2660/3757] lr: 5.061e-02, eta: 4 days, 19:32:15, time: 1.411, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6508, loss_cls: 2.6864, loss: 2.6864, grad_norm: 2.8802 2020-07-29 11:19:22,929 - mmaction - INFO - Epoch [128][2680/3757] lr: 5.061e-02, eta: 4 days, 19:31:51, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6234, loss_cls: 2.7645, loss: 2.7645, grad_norm: 2.8701 2020-07-29 11:19:38,801 - mmaction - INFO - Epoch [128][2700/3757] lr: 5.061e-02, eta: 4 days, 19:31:26, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6547, loss_cls: 2.7173, loss: 2.7173, grad_norm: 2.9381 2020-07-29 11:19:54,642 - mmaction - INFO - Epoch [128][2720/3757] lr: 5.061e-02, eta: 4 days, 19:31:01, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6344, loss_cls: 2.8278, loss: 2.8278, grad_norm: 2.9046 2020-07-29 11:20:17,925 - mmaction - INFO - Epoch [128][2740/3757] lr: 5.061e-02, eta: 4 days, 19:31:16, time: 1.164, data_time: 0.006, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6508, loss_cls: 2.7011, loss: 2.7011, grad_norm: 2.8391 2020-07-29 11:20:33,754 - mmaction - INFO - Epoch [128][2760/3757] lr: 5.061e-02, eta: 4 days, 19:30:51, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6289, loss_cls: 2.7911, loss: 2.7911, grad_norm: 2.8808 2020-07-29 11:20:49,610 - mmaction - INFO - Epoch [128][2780/3757] lr: 5.061e-02, eta: 4 days, 19:30:27, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6445, loss_cls: 2.7227, loss: 2.7227, grad_norm: 2.8400 2020-07-29 11:21:09,251 - mmaction - INFO - Epoch [128][2800/3757] lr: 5.061e-02, eta: 4 days, 19:30:22, time: 0.982, data_time: 0.001, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6445, loss_cls: 2.7348, loss: 2.7348, grad_norm: 2.8271 2020-07-29 11:21:31,100 - mmaction - INFO - Epoch [128][2820/3757] lr: 5.061e-02, eta: 4 days, 19:30:30, time: 1.092, data_time: 0.001, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6453, loss_cls: 2.7416, loss: 2.7416, grad_norm: 2.8444 2020-07-29 11:21:46,958 - mmaction - INFO - Epoch [128][2840/3757] lr: 5.061e-02, eta: 4 days, 19:30:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6375, loss_cls: 2.7105, loss: 2.7105, grad_norm: 2.8060 2020-07-29 11:22:02,769 - mmaction - INFO - Epoch [128][2860/3757] lr: 5.061e-02, eta: 4 days, 19:29:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6523, loss_cls: 2.6935, loss: 2.6935, grad_norm: 2.8802 2020-07-29 11:22:33,154 - mmaction - INFO - Epoch [128][2880/3757] lr: 5.061e-02, eta: 4 days, 19:30:33, time: 1.520, data_time: 0.731, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6344, loss_cls: 2.7918, loss: 2.7918, grad_norm: 2.8808 2020-07-29 11:22:48,972 - mmaction - INFO - Epoch [128][2900/3757] lr: 5.061e-02, eta: 4 days, 19:30:08, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6578, loss_cls: 2.6947, loss: 2.6947, grad_norm: 2.8266 2020-07-29 11:23:04,779 - mmaction - INFO - Epoch [128][2920/3757] lr: 5.061e-02, eta: 4 days, 19:29:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6391, loss_cls: 2.7381, loss: 2.7381, grad_norm: 2.8734 2020-07-29 11:23:20,646 - mmaction - INFO - Epoch [128][2940/3757] lr: 5.061e-02, eta: 4 days, 19:29:18, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6297, loss_cls: 2.7613, loss: 2.7613, grad_norm: 2.9091 2020-07-29 11:23:36,457 - mmaction - INFO - Epoch [128][2960/3757] lr: 5.061e-02, eta: 4 days, 19:28:53, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6227, loss_cls: 2.8761, loss: 2.8761, grad_norm: 2.8872 2020-07-29 11:23:52,354 - mmaction - INFO - Epoch [128][2980/3757] lr: 5.061e-02, eta: 4 days, 19:28:29, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6422, loss_cls: 2.7830, loss: 2.7830, grad_norm: 2.9143 2020-07-29 11:24:08,183 - mmaction - INFO - Epoch [128][3000/3757] lr: 5.061e-02, eta: 4 days, 19:28:04, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6312, loss_cls: 2.7851, loss: 2.7851, grad_norm: 2.8034 2020-07-29 11:24:24,018 - mmaction - INFO - Epoch [128][3020/3757] lr: 5.061e-02, eta: 4 days, 19:27:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6328, loss_cls: 2.8126, loss: 2.8126, grad_norm: 2.8763 2020-07-29 11:24:39,880 - mmaction - INFO - Epoch [128][3040/3757] lr: 5.061e-02, eta: 4 days, 19:27:14, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6344, loss_cls: 2.7632, loss: 2.7632, grad_norm: 2.8068 2020-07-29 11:24:55,685 - mmaction - INFO - Epoch [128][3060/3757] lr: 5.061e-02, eta: 4 days, 19:26:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6344, loss_cls: 2.7387, loss: 2.7387, grad_norm: 2.7795 2020-07-29 11:25:11,507 - mmaction - INFO - Epoch [128][3080/3757] lr: 5.061e-02, eta: 4 days, 19:26:24, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6172, loss_cls: 2.8091, loss: 2.8091, grad_norm: 2.7906 2020-07-29 11:25:27,234 - mmaction - INFO - Epoch [128][3100/3757] lr: 5.061e-02, eta: 4 days, 19:25:58, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6477, loss_cls: 2.7409, loss: 2.7409, grad_norm: 2.7968 2020-07-29 11:25:42,978 - mmaction - INFO - Epoch [128][3120/3757] lr: 5.061e-02, eta: 4 days, 19:25:33, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6523, loss_cls: 2.7116, loss: 2.7116, grad_norm: 2.8029 2020-07-29 11:25:58,813 - mmaction - INFO - Epoch [128][3140/3757] lr: 5.061e-02, eta: 4 days, 19:25:08, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6602, loss_cls: 2.6810, loss: 2.6810, grad_norm: 2.8955 2020-07-29 11:26:14,655 - mmaction - INFO - Epoch [128][3160/3757] lr: 5.061e-02, eta: 4 days, 19:24:43, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6375, loss_cls: 2.7937, loss: 2.7937, grad_norm: 2.8263 2020-07-29 11:26:30,469 - mmaction - INFO - Epoch [128][3180/3757] lr: 5.061e-02, eta: 4 days, 19:24:18, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6383, loss_cls: 2.7575, loss: 2.7575, grad_norm: 2.8482 2020-07-29 11:26:46,237 - mmaction - INFO - Epoch [128][3200/3757] lr: 5.061e-02, eta: 4 days, 19:23:53, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6070, loss_cls: 2.8399, loss: 2.8399, grad_norm: 2.9104 2020-07-29 11:27:02,079 - mmaction - INFO - Epoch [128][3220/3757] lr: 5.061e-02, eta: 4 days, 19:23:28, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6312, loss_cls: 2.7214, loss: 2.7214, grad_norm: 2.8015 2020-07-29 11:27:17,962 - mmaction - INFO - Epoch [128][3240/3757] lr: 5.061e-02, eta: 4 days, 19:23:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6617, loss_cls: 2.7003, loss: 2.7003, grad_norm: 2.8654 2020-07-29 11:27:33,767 - mmaction - INFO - Epoch [128][3260/3757] lr: 5.061e-02, eta: 4 days, 19:22:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6305, loss_cls: 2.7961, loss: 2.7961, grad_norm: 2.8751 2020-07-29 11:27:49,647 - mmaction - INFO - Epoch [128][3280/3757] lr: 5.061e-02, eta: 4 days, 19:22:14, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6359, loss_cls: 2.7663, loss: 2.7663, grad_norm: 2.9116 2020-07-29 11:28:05,377 - mmaction - INFO - Epoch [128][3300/3757] lr: 5.061e-02, eta: 4 days, 19:21:48, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6523, loss_cls: 2.7330, loss: 2.7330, grad_norm: 2.8832 2020-07-29 11:28:21,098 - mmaction - INFO - Epoch [128][3320/3757] lr: 5.061e-02, eta: 4 days, 19:21:23, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6336, loss_cls: 2.8235, loss: 2.8235, grad_norm: 2.8384 2020-07-29 11:28:36,963 - mmaction - INFO - Epoch [128][3340/3757] lr: 5.061e-02, eta: 4 days, 19:20:58, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6328, loss_cls: 2.7650, loss: 2.7650, grad_norm: 2.8805 2020-07-29 11:28:52,824 - mmaction - INFO - Epoch [128][3360/3757] lr: 5.061e-02, eta: 4 days, 19:20:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6375, loss_cls: 2.7842, loss: 2.7842, grad_norm: 2.9545 2020-07-29 11:29:08,930 - mmaction - INFO - Epoch [128][3380/3757] lr: 5.061e-02, eta: 4 days, 19:20:10, time: 0.807, data_time: 0.014, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6211, loss_cls: 2.8024, loss: 2.8024, grad_norm: 2.8824 2020-07-29 11:30:30,143 - mmaction - INFO - Epoch [128][3400/3757] lr: 5.061e-02, eta: 4 days, 19:25:35, time: 4.061, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6312, loss_cls: 2.8159, loss: 2.8159, grad_norm: 2.8048 2020-07-29 11:31:51,942 - mmaction - INFO - Epoch [128][3420/3757] lr: 5.061e-02, eta: 4 days, 19:31:04, time: 4.090, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6422, loss_cls: 2.7625, loss: 2.7625, grad_norm: 2.8263 2020-07-29 11:32:07,739 - mmaction - INFO - Epoch [128][3440/3757] lr: 5.061e-02, eta: 4 days, 19:30:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6312, loss_cls: 2.7450, loss: 2.7450, grad_norm: 2.7568 2020-07-29 11:32:23,490 - mmaction - INFO - Epoch [128][3460/3757] lr: 5.061e-02, eta: 4 days, 19:30:13, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6531, loss_cls: 2.7348, loss: 2.7348, grad_norm: 2.8871 2020-07-29 11:32:39,241 - mmaction - INFO - Epoch [128][3480/3757] lr: 5.061e-02, eta: 4 days, 19:29:48, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6648, loss_cls: 2.6831, loss: 2.6831, grad_norm: 2.8664 2020-07-29 11:32:55,170 - mmaction - INFO - Epoch [128][3500/3757] lr: 5.061e-02, eta: 4 days, 19:29:23, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6414, loss_cls: 2.7047, loss: 2.7047, grad_norm: 2.8700 2020-07-29 11:34:17,453 - mmaction - INFO - Epoch [128][3520/3757] lr: 5.061e-02, eta: 4 days, 19:34:53, time: 4.114, data_time: 3.329, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6133, loss_cls: 2.9374, loss: 2.9374, grad_norm: 2.9363 2020-07-29 11:34:33,269 - mmaction - INFO - Epoch [128][3540/3757] lr: 5.061e-02, eta: 4 days, 19:34:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6438, loss_cls: 2.7137, loss: 2.7137, grad_norm: 2.7992 2020-07-29 11:35:55,955 - mmaction - INFO - Epoch [128][3560/3757] lr: 5.061e-02, eta: 4 days, 19:40:01, time: 4.134, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6469, loss_cls: 2.7443, loss: 2.7443, grad_norm: 2.8777 2020-07-29 11:36:11,660 - mmaction - INFO - Epoch [128][3580/3757] lr: 5.061e-02, eta: 4 days, 19:39:35, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6430, loss_cls: 2.7440, loss: 2.7440, grad_norm: 2.8772 2020-07-29 11:36:27,528 - mmaction - INFO - Epoch [128][3600/3757] lr: 5.061e-02, eta: 4 days, 19:39:10, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6422, loss_cls: 2.6828, loss: 2.6828, grad_norm: 2.7798 2020-07-29 11:36:43,222 - mmaction - INFO - Epoch [128][3620/3757] lr: 5.061e-02, eta: 4 days, 19:38:44, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6289, loss_cls: 2.8062, loss: 2.8062, grad_norm: 2.8647 2020-07-29 11:36:59,135 - mmaction - INFO - Epoch [128][3640/3757] lr: 5.061e-02, eta: 4 days, 19:38:19, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6375, loss_cls: 2.7076, loss: 2.7076, grad_norm: 2.8408 2020-07-29 11:37:14,906 - mmaction - INFO - Epoch [128][3660/3757] lr: 5.061e-02, eta: 4 days, 19:37:53, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6125, loss_cls: 2.8200, loss: 2.8200, grad_norm: 2.9326 2020-07-29 11:37:31,602 - mmaction - INFO - Epoch [128][3680/3757] lr: 5.061e-02, eta: 4 days, 19:37:33, time: 0.835, data_time: 0.001, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6430, loss_cls: 2.7419, loss: 2.7419, grad_norm: 2.9352 2020-07-29 11:37:47,429 - mmaction - INFO - Epoch [128][3700/3757] lr: 5.061e-02, eta: 4 days, 19:37:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6453, loss_cls: 2.7957, loss: 2.7957, grad_norm: 2.8488 2020-07-29 11:38:03,278 - mmaction - INFO - Epoch [128][3720/3757] lr: 5.061e-02, eta: 4 days, 19:36:43, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6383, loss_cls: 2.7699, loss: 2.7699, grad_norm: 2.8301 2020-07-29 11:38:19,124 - mmaction - INFO - Epoch [128][3740/3757] lr: 5.061e-02, eta: 4 days, 19:36:17, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6492, loss_cls: 2.7533, loss: 2.7533, grad_norm: 2.8844 2020-07-29 11:38:42,640 - mmaction - INFO - Saving checkpoint at 128 epochs 2020-07-29 11:42:06,295 - mmaction - INFO - Epoch [129][20/3757] lr: 5.000e-02, eta: 4 days, 19:50:54, time: 10.123, data_time: 9.162, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6273, loss_cls: 2.7440, loss: 2.7440, grad_norm: 2.8757 2020-07-29 11:42:22,148 - mmaction - INFO - Epoch [129][40/3757] lr: 5.000e-02, eta: 4 days, 19:50:29, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6289, loss_cls: 2.7855, loss: 2.7855, grad_norm: 2.8141 2020-07-29 11:42:37,979 - mmaction - INFO - Epoch [129][60/3757] lr: 5.000e-02, eta: 4 days, 19:50:04, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6492, loss_cls: 2.6791, loss: 2.6791, grad_norm: 2.7850 2020-07-29 11:42:53,881 - mmaction - INFO - Epoch [129][80/3757] lr: 5.000e-02, eta: 4 days, 19:49:39, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6023, loss_cls: 2.8440, loss: 2.8440, grad_norm: 2.8939 2020-07-29 11:43:17,934 - mmaction - INFO - Epoch [129][100/3757] lr: 5.000e-02, eta: 4 days, 19:49:57, time: 1.203, data_time: 0.001, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6398, loss_cls: 2.7357, loss: 2.7357, grad_norm: 2.8115 2020-07-29 11:43:38,018 - mmaction - INFO - Epoch [129][120/3757] lr: 5.000e-02, eta: 4 days, 19:49:54, time: 1.003, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6219, loss_cls: 2.8068, loss: 2.8068, grad_norm: 2.8513 2020-07-29 11:44:22,195 - mmaction - INFO - Epoch [129][140/3757] lr: 5.000e-02, eta: 4 days, 19:52:00, time: 2.209, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6344, loss_cls: 2.7901, loss: 2.7901, grad_norm: 2.8537 2020-07-29 11:44:38,036 - mmaction - INFO - Epoch [129][160/3757] lr: 5.000e-02, eta: 4 days, 19:51:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6383, loss_cls: 2.7573, loss: 2.7573, grad_norm: 2.8087 2020-07-29 11:44:53,976 - mmaction - INFO - Epoch [129][180/3757] lr: 5.000e-02, eta: 4 days, 19:51:09, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6586, loss_cls: 2.7019, loss: 2.7019, grad_norm: 2.8820 2020-07-29 11:45:23,814 - mmaction - INFO - Epoch [129][200/3757] lr: 5.000e-02, eta: 4 days, 19:51:58, time: 1.491, data_time: 0.059, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6656, loss_cls: 2.6102, loss: 2.6102, grad_norm: 2.7979 2020-07-29 11:45:39,677 - mmaction - INFO - Epoch [129][220/3757] lr: 5.000e-02, eta: 4 days, 19:51:33, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6414, loss_cls: 2.7240, loss: 2.7240, grad_norm: 2.8592 2020-07-29 11:46:00,599 - mmaction - INFO - Epoch [129][240/3757] lr: 5.000e-02, eta: 4 days, 19:51:35, time: 1.046, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6359, loss_cls: 2.7418, loss: 2.7418, grad_norm: 2.8993 2020-07-29 11:46:16,319 - mmaction - INFO - Epoch [129][260/3757] lr: 5.000e-02, eta: 4 days, 19:51:09, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6586, loss_cls: 2.6897, loss: 2.6897, grad_norm: 2.8793 2020-07-29 11:46:35,084 - mmaction - INFO - Epoch [129][280/3757] lr: 5.000e-02, eta: 4 days, 19:50:59, time: 0.938, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.8079, loss: 2.8079, grad_norm: 2.9813 2020-07-29 11:46:51,312 - mmaction - INFO - Epoch [129][300/3757] lr: 5.000e-02, eta: 4 days, 19:50:36, time: 0.812, data_time: 0.018, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6320, loss_cls: 2.7445, loss: 2.7445, grad_norm: 2.7565 2020-07-29 11:47:20,277 - mmaction - INFO - Epoch [129][320/3757] lr: 5.000e-02, eta: 4 days, 19:51:20, time: 1.448, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6562, loss_cls: 2.6059, loss: 2.6059, grad_norm: 2.8408 2020-07-29 11:47:36,237 - mmaction - INFO - Epoch [129][340/3757] lr: 5.000e-02, eta: 4 days, 19:50:55, time: 0.798, data_time: 0.009, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6344, loss_cls: 2.7291, loss: 2.7291, grad_norm: 2.8158 2020-07-29 11:47:52,194 - mmaction - INFO - Epoch [129][360/3757] lr: 5.000e-02, eta: 4 days, 19:50:30, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6352, loss_cls: 2.7885, loss: 2.7885, grad_norm: 2.8520 2020-07-29 11:48:09,423 - mmaction - INFO - Epoch [129][380/3757] lr: 5.000e-02, eta: 4 days, 19:50:12, time: 0.861, data_time: 0.003, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6273, loss_cls: 2.8725, loss: 2.8725, grad_norm: 2.9668 2020-07-29 11:48:25,266 - mmaction - INFO - Epoch [129][400/3757] lr: 5.000e-02, eta: 4 days, 19:49:47, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3477, top5_acc: 0.6117, loss_cls: 2.9113, loss: 2.9113, grad_norm: 2.9231 2020-07-29 11:48:41,564 - mmaction - INFO - Epoch [129][420/3757] lr: 5.000e-02, eta: 4 days, 19:49:24, time: 0.813, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6375, loss_cls: 2.7048, loss: 2.7048, grad_norm: 2.8215 2020-07-29 11:48:58,899 - mmaction - INFO - Epoch [129][440/3757] lr: 5.000e-02, eta: 4 days, 19:49:06, time: 0.868, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6469, loss_cls: 2.7348, loss: 2.7348, grad_norm: 2.8443 2020-07-29 11:49:14,698 - mmaction - INFO - Epoch [129][460/3757] lr: 5.000e-02, eta: 4 days, 19:48:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6414, loss_cls: 2.7720, loss: 2.7720, grad_norm: 2.8042 2020-07-29 11:49:30,625 - mmaction - INFO - Epoch [129][480/3757] lr: 5.000e-02, eta: 4 days, 19:48:16, time: 0.797, data_time: 0.010, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6375, loss_cls: 2.7345, loss: 2.7345, grad_norm: 2.7675 2020-07-29 11:50:25,588 - mmaction - INFO - Epoch [129][500/3757] lr: 5.000e-02, eta: 4 days, 19:51:18, time: 2.746, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6180, loss_cls: 2.8364, loss: 2.8364, grad_norm: 2.7613 2020-07-29 11:50:41,518 - mmaction - INFO - Epoch [129][520/3757] lr: 5.000e-02, eta: 4 days, 19:50:53, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6344, loss_cls: 2.7555, loss: 2.7555, grad_norm: 2.7532 2020-07-29 11:50:57,249 - mmaction - INFO - Epoch [129][540/3757] lr: 5.000e-02, eta: 4 days, 19:50:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6523, loss_cls: 2.7310, loss: 2.7310, grad_norm: 2.7920 2020-07-29 11:51:14,382 - mmaction - INFO - Epoch [129][560/3757] lr: 5.000e-02, eta: 4 days, 19:50:08, time: 0.857, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6617, loss_cls: 2.6906, loss: 2.6906, grad_norm: 2.8057 2020-07-29 11:51:39,561 - mmaction - INFO - Epoch [129][580/3757] lr: 5.000e-02, eta: 4 days, 19:50:32, time: 1.259, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6570, loss_cls: 2.7078, loss: 2.7078, grad_norm: 2.8602 2020-07-29 11:51:55,481 - mmaction - INFO - Epoch [129][600/3757] lr: 5.000e-02, eta: 4 days, 19:50:07, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6336, loss_cls: 2.8016, loss: 2.8016, grad_norm: 2.8348 2020-07-29 11:52:11,286 - mmaction - INFO - Epoch [129][620/3757] lr: 5.000e-02, eta: 4 days, 19:49:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6391, loss_cls: 2.7928, loss: 2.7928, grad_norm: 2.9010 2020-07-29 11:52:34,126 - mmaction - INFO - Epoch [129][640/3757] lr: 5.000e-02, eta: 4 days, 19:49:53, time: 1.140, data_time: 0.003, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6453, loss_cls: 2.7913, loss: 2.7913, grad_norm: 2.9291 2020-07-29 11:52:50,003 - mmaction - INFO - Epoch [129][660/3757] lr: 5.000e-02, eta: 4 days, 19:49:28, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6234, loss_cls: 2.7675, loss: 2.7675, grad_norm: 2.8894 2020-07-29 11:53:05,801 - mmaction - INFO - Epoch [129][680/3757] lr: 5.000e-02, eta: 4 days, 19:49:02, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6508, loss_cls: 2.6832, loss: 2.6832, grad_norm: 2.8481 2020-07-29 11:53:21,651 - mmaction - INFO - Epoch [129][700/3757] lr: 5.000e-02, eta: 4 days, 19:48:37, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6562, loss_cls: 2.7045, loss: 2.7045, grad_norm: 2.8608 2020-07-29 11:53:37,446 - mmaction - INFO - Epoch [129][720/3757] lr: 5.000e-02, eta: 4 days, 19:48:11, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6531, loss_cls: 2.6036, loss: 2.6036, grad_norm: 2.8361 2020-07-29 11:53:53,323 - mmaction - INFO - Epoch [129][740/3757] lr: 5.000e-02, eta: 4 days, 19:47:46, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6617, loss_cls: 2.6852, loss: 2.6852, grad_norm: 2.9234 2020-07-29 11:54:09,212 - mmaction - INFO - Epoch [129][760/3757] lr: 5.000e-02, eta: 4 days, 19:47:21, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6250, loss_cls: 2.7951, loss: 2.7951, grad_norm: 2.8959 2020-07-29 11:54:24,912 - mmaction - INFO - Epoch [129][780/3757] lr: 5.000e-02, eta: 4 days, 19:46:55, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6297, loss_cls: 2.7992, loss: 2.7992, grad_norm: 2.7893 2020-07-29 11:54:40,734 - mmaction - INFO - Epoch [129][800/3757] lr: 5.000e-02, eta: 4 days, 19:46:29, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6297, loss_cls: 2.7755, loss: 2.7755, grad_norm: 2.7844 2020-07-29 11:54:56,483 - mmaction - INFO - Epoch [129][820/3757] lr: 5.000e-02, eta: 4 days, 19:46:03, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6398, loss_cls: 2.7203, loss: 2.7203, grad_norm: 2.8732 2020-07-29 11:55:12,338 - mmaction - INFO - Epoch [129][840/3757] lr: 5.000e-02, eta: 4 days, 19:45:38, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6242, loss_cls: 2.8241, loss: 2.8241, grad_norm: 2.8788 2020-07-29 11:55:28,117 - mmaction - INFO - Epoch [129][860/3757] lr: 5.000e-02, eta: 4 days, 19:45:12, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6547, loss_cls: 2.7454, loss: 2.7454, grad_norm: 2.7718 2020-07-29 11:55:44,007 - mmaction - INFO - Epoch [129][880/3757] lr: 5.000e-02, eta: 4 days, 19:44:47, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6305, loss_cls: 2.7680, loss: 2.7680, grad_norm: 2.7805 2020-07-29 11:56:03,963 - mmaction - INFO - Epoch [129][900/3757] lr: 5.000e-02, eta: 4 days, 19:44:43, time: 0.998, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6461, loss_cls: 2.7507, loss: 2.7507, grad_norm: 2.8838 2020-07-29 11:56:23,269 - mmaction - INFO - Epoch [129][920/3757] lr: 5.000e-02, eta: 4 days, 19:44:36, time: 0.966, data_time: 0.001, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6352, loss_cls: 2.8203, loss: 2.8203, grad_norm: 2.9052 2020-07-29 11:56:39,105 - mmaction - INFO - Epoch [129][940/3757] lr: 5.000e-02, eta: 4 days, 19:44:11, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6570, loss_cls: 2.6906, loss: 2.6906, grad_norm: 2.8557 2020-07-29 11:56:54,935 - mmaction - INFO - Epoch [129][960/3757] lr: 5.000e-02, eta: 4 days, 19:43:46, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6461, loss_cls: 2.7704, loss: 2.7704, grad_norm: 2.8253 2020-07-29 11:57:10,685 - mmaction - INFO - Epoch [129][980/3757] lr: 5.000e-02, eta: 4 days, 19:43:20, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6250, loss_cls: 2.7899, loss: 2.7899, grad_norm: 2.8708 2020-07-29 11:57:26,536 - mmaction - INFO - Epoch [129][1000/3757] lr: 5.000e-02, eta: 4 days, 19:42:54, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6555, loss_cls: 2.7288, loss: 2.7288, grad_norm: 2.8719 2020-07-29 11:57:42,460 - mmaction - INFO - Epoch [129][1020/3757] lr: 5.000e-02, eta: 4 days, 19:42:29, time: 0.798, data_time: 0.010, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6336, loss_cls: 2.7772, loss: 2.7772, grad_norm: 2.9252 2020-07-29 11:57:58,250 - mmaction - INFO - Epoch [129][1040/3757] lr: 5.000e-02, eta: 4 days, 19:42:04, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.8646, loss: 2.8646, grad_norm: 2.9244 2020-07-29 11:58:14,022 - mmaction - INFO - Epoch [129][1060/3757] lr: 5.000e-02, eta: 4 days, 19:41:38, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6289, loss_cls: 2.7714, loss: 2.7714, grad_norm: 2.8475 2020-07-29 11:58:29,836 - mmaction - INFO - Epoch [129][1080/3757] lr: 5.000e-02, eta: 4 days, 19:41:13, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6539, loss_cls: 2.7019, loss: 2.7019, grad_norm: 2.8916 2020-07-29 11:58:45,615 - mmaction - INFO - Epoch [129][1100/3757] lr: 5.000e-02, eta: 4 days, 19:40:47, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6203, loss_cls: 2.8754, loss: 2.8754, grad_norm: 2.9546 2020-07-29 11:59:01,542 - mmaction - INFO - Epoch [129][1120/3757] lr: 5.000e-02, eta: 4 days, 19:40:22, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6305, loss_cls: 2.8259, loss: 2.8259, grad_norm: 2.8559 2020-08-03 13:05:44,180 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.6 | packaged by conda-forge | (default, Jun 1 2020, 18:57:50) [GCC 7.5.0] CUDA available: True CUDA_HOME: /mnt/lustre/share/cuda-9.2/ NVCC: Cuda compilation tools, release 9.2, V9.2.148 GPU 0,1,2,3,4,5,6,7: Tesla V100-PCIE-16GB GCC: gcc (GCC) 7.3.0 PyTorch: 1.4.0 PyTorch compiling details: PyTorch built with: - GCC 7.3 - Intel(R) Math Kernel Library Version 2020.0.1 Product Build 20200208 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 7d2fd500bc78936d1d648ca713b901012f470dbc) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CUDA Runtime 9.2 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_37,code=compute_37 - CuDNN 7.6.3 - Magma 2.5.1 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Wno-stringop-overflow, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.5.0 OpenCV: 4.2.0 MMCV: 1.0rc0 MMAction2: 0.5.0+7dc99cf ------------------------------------------------------------ 2020-08-03 13:05:44,180 - mmaction - INFO - Distributed training: True 2020-08-03 13:05:44,180 - mmaction - INFO - Config: /mnt/lustre/xusu/refactor/retest_video_ckpts/mmaction2/configs/recognition/slowfast/slowfast_r50_video_4x16x1_256e_kinetics400_rgb.py model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowFast', pretrained=None, resample_rate=8, # tau speed_ratio=8, # alpha channel_ratio=8, # beta_inv slow_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=True, conv1_kernel=(1, 7, 7), dilations=(1, 1, 1, 1), conv1_stride_t=1, pool1_stride_t=1, inflate=(0, 0, 1, 1), norm_eval=False), fast_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=False, base_channels=8, conv1_kernel=(5, 7, 7), conv1_stride_t=1, pool1_stride_t=1, norm_eval=False)), cls_head=dict( type='SlowFastHead', in_channels=2304, # 2048+256 num_classes=400, spatial_type='avg', dropout_ratio=0.5)) train_cfg = None test_cfg = dict(average_clips=None) dataset_type = 'VideoDataset' data_root = 's3://lizz.ssd/datasets/kinetics400_256_fast/' data_root_val = 's3://lizz.ssd/datasets/kinetics400_256_fast/' ann_file_train = 'data/kinetics400/k400_train.txt' ann_file_val = 'data/kinetics400/k400_val.txt' ann_file_test = 'data/kinetics400/k400_val.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) train_pipeline = [ dict(type='DecordInit', io_backend='petrel'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, start_index=0), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict(type='DecordInit', io_backend='petrel'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, start_index=0, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict(type='DecordInit', io_backend='petrel'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=10, start_index=0, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=8, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict( type='SGD', lr=0.1, momentum=0.9, weight_decay=0.0001) # this lr is used for 8 gpus optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict(policy='CosineAnealing', min_lr=0) total_epochs = 256 checkpoint_config = dict(interval=4) workflow = [('train', 1)] evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/slowfast_r50_video_3d_4x16x1_256e_kinetics400_rgb' load_from = None resume_from = None find_unused_parameters = False 2020-08-03 13:06:01,451 - mmaction - INFO - load checkpoint from work_dirs/slowfast_r50_video_3d_4x16x1_256e_kinetics400_rgb/latest.pth 2020-08-03 13:06:04,320 - mmaction - INFO - resumed epoch 128, iter 480896 2020-08-03 13:06:04,321 - mmaction - INFO - Start running, host: xusu@SH-IDC1-10-5-37-46, work_dir: /mnt/lustre/xusu/refactor/retest_video_ckpts/mmaction2/work_dirs/slowfast_r50_video_3d_4x16x1_256e_kinetics400_rgb 2020-08-03 13:06:04,322 - mmaction - INFO - workflow: [('train', 1)], max: 256 epochs 2020-08-03 13:08:27,635 - mmaction - INFO - Epoch [129][20/3757] lr: 5.000e-02, eta: 39 days, 20:45:50, time: 7.163, data_time: 6.168, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6359, loss_cls: 2.7201, loss: 2.7201, grad_norm: 2.8658 2020-08-03 13:08:43,393 - mmaction - INFO - Epoch [129][40/3757] lr: 5.000e-02, eta: 22 days, 3:07:49, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6547, loss_cls: 2.6621, loss: 2.6621, grad_norm: 2.8106 2020-08-03 13:08:59,258 - mmaction - INFO - Epoch [129][60/3757] lr: 5.000e-02, eta: 16 days, 5:24:24, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6344, loss_cls: 2.7574, loss: 2.7574, grad_norm: 2.9066 2020-08-03 13:09:15,134 - mmaction - INFO - Epoch [129][80/3757] lr: 5.000e-02, eta: 13 days, 6:32:55, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6461, loss_cls: 2.7629, loss: 2.7629, grad_norm: 2.8799 2020-08-03 13:09:31,143 - mmaction - INFO - Epoch [129][100/3757] lr: 5.000e-02, eta: 11 days, 12:12:30, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6328, loss_cls: 2.7596, loss: 2.7596, grad_norm: 2.8918 2020-08-03 13:09:46,902 - mmaction - INFO - Epoch [129][120/3757] lr: 5.000e-02, eta: 10 days, 7:41:13, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6320, loss_cls: 2.8112, loss: 2.8112, grad_norm: 2.8815 2020-08-03 13:10:02,796 - mmaction - INFO - Epoch [129][140/3757] lr: 5.000e-02, eta: 9 days, 11:28:00, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6250, loss_cls: 2.7869, loss: 2.7869, grad_norm: 2.8576 2020-08-03 13:10:18,535 - mmaction - INFO - Epoch [129][160/3757] lr: 5.000e-02, eta: 8 days, 20:09:44, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6359, loss_cls: 2.7895, loss: 2.7895, grad_norm: 2.8997 2020-08-03 13:10:34,362 - mmaction - INFO - Epoch [129][180/3757] lr: 5.000e-02, eta: 8 days, 8:18:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6414, loss_cls: 2.7444, loss: 2.7444, grad_norm: 2.9189 2020-08-03 13:10:50,145 - mmaction - INFO - Epoch [129][200/3757] lr: 5.000e-02, eta: 7 days, 22:47:45, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6648, loss_cls: 2.6465, loss: 2.6465, grad_norm: 2.8206 2020-08-03 13:11:05,932 - mmaction - INFO - Epoch [129][220/3757] lr: 5.000e-02, eta: 7 days, 15:02:15, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6320, loss_cls: 2.8208, loss: 2.8208, grad_norm: 2.8460 2020-08-03 13:11:21,735 - mmaction - INFO - Epoch [129][240/3757] lr: 5.000e-02, eta: 7 days, 8:33:20, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6406, loss_cls: 2.7220, loss: 2.7220, grad_norm: 2.8241 2020-08-03 13:11:37,546 - mmaction - INFO - Epoch [129][260/3757] lr: 5.000e-02, eta: 7 days, 3:05:14, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6562, loss_cls: 2.6806, loss: 2.6806, grad_norm: 2.8146 2020-08-03 13:11:53,381 - mmaction - INFO - Epoch [129][280/3757] lr: 5.000e-02, eta: 6 days, 22:25:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6391, loss_cls: 2.7774, loss: 2.7774, grad_norm: 2.9530 2020-08-03 13:12:09,209 - mmaction - INFO - Epoch [129][300/3757] lr: 5.000e-02, eta: 6 days, 18:21:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6562, loss_cls: 2.6689, loss: 2.6689, grad_norm: 2.8682 2020-08-03 13:12:24,975 - mmaction - INFO - Epoch [129][320/3757] lr: 5.000e-02, eta: 6 days, 14:47:06, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6594, loss_cls: 2.6655, loss: 2.6655, grad_norm: 2.8927 2020-08-03 13:12:40,752 - mmaction - INFO - Epoch [129][340/3757] lr: 5.000e-02, eta: 6 days, 11:37:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6414, loss_cls: 2.7611, loss: 2.7611, grad_norm: 2.8591 2020-08-03 13:12:56,574 - mmaction - INFO - Epoch [129][360/3757] lr: 5.000e-02, eta: 6 days, 8:51:09, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6344, loss_cls: 2.7878, loss: 2.7878, grad_norm: 2.8113 2020-08-03 13:13:12,435 - mmaction - INFO - Epoch [129][380/3757] lr: 5.000e-02, eta: 6 days, 6:22:01, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6305, loss_cls: 2.8581, loss: 2.8581, grad_norm: 2.8729 2020-08-03 13:13:28,249 - mmaction - INFO - Epoch [129][400/3757] lr: 5.000e-02, eta: 6 days, 4:07:13, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6219, loss_cls: 2.8080, loss: 2.8080, grad_norm: 2.8096 2020-08-03 13:13:44,014 - mmaction - INFO - Epoch [129][420/3757] lr: 5.000e-02, eta: 6 days, 2:04:13, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6469, loss_cls: 2.6455, loss: 2.6455, grad_norm: 2.7137 2020-08-03 13:13:59,827 - mmaction - INFO - Epoch [129][440/3757] lr: 5.000e-02, eta: 6 days, 0:13:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6594, loss_cls: 2.6959, loss: 2.6959, grad_norm: 2.8537 2020-08-03 13:14:15,602 - mmaction - INFO - Epoch [129][460/3757] lr: 5.000e-02, eta: 5 days, 22:31:20, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6422, loss_cls: 2.7931, loss: 2.7931, grad_norm: 2.9265 2020-08-03 13:14:31,510 - mmaction - INFO - Epoch [129][480/3757] lr: 5.000e-02, eta: 5 days, 21:00:00, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6391, loss_cls: 2.7315, loss: 2.7315, grad_norm: 2.7928 2020-08-03 13:14:47,324 - mmaction - INFO - Epoch [129][500/3757] lr: 5.000e-02, eta: 5 days, 19:34:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6344, loss_cls: 2.7335, loss: 2.7335, grad_norm: 2.7769 2020-08-03 13:15:03,277 - mmaction - INFO - Epoch [129][520/3757] lr: 5.000e-02, eta: 5 days, 18:16:51, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6312, loss_cls: 2.7788, loss: 2.7788, grad_norm: 2.8736 2020-08-03 13:15:18,998 - mmaction - INFO - Epoch [129][540/3757] lr: 5.000e-02, eta: 5 days, 17:03:18, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6469, loss_cls: 2.7339, loss: 2.7339, grad_norm: 2.8232 2020-08-03 13:15:34,813 - mmaction - INFO - Epoch [129][560/3757] lr: 5.000e-02, eta: 5 days, 15:55:23, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6664, loss_cls: 2.6128, loss: 2.6128, grad_norm: 2.8490 2020-08-03 13:15:50,595 - mmaction - INFO - Epoch [129][580/3757] lr: 5.000e-02, eta: 5 days, 14:51:26, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6547, loss_cls: 2.7222, loss: 2.7222, grad_norm: 2.9270 2020-08-03 13:16:06,392 - mmaction - INFO - Epoch [129][600/3757] lr: 5.000e-02, eta: 5 days, 13:52:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6148, loss_cls: 2.8808, loss: 2.8808, grad_norm: 2.8723 2020-08-03 13:16:22,174 - mmaction - INFO - Epoch [129][620/3757] lr: 5.000e-02, eta: 5 days, 12:56:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6375, loss_cls: 2.7388, loss: 2.7388, grad_norm: 2.9190 2020-08-03 13:16:37,980 - mmaction - INFO - Epoch [129][640/3757] lr: 5.000e-02, eta: 5 days, 12:04:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6203, loss_cls: 2.8186, loss: 2.8186, grad_norm: 2.9171 2020-08-03 13:16:53,714 - mmaction - INFO - Epoch [129][660/3757] lr: 5.000e-02, eta: 5 days, 11:15:06, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6398, loss_cls: 2.7457, loss: 2.7457, grad_norm: 2.8833 2020-08-03 13:17:09,568 - mmaction - INFO - Epoch [129][680/3757] lr: 5.000e-02, eta: 5 days, 10:29:46, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6516, loss_cls: 2.6882, loss: 2.6882, grad_norm: 2.8908 2020-08-03 13:17:25,393 - mmaction - INFO - Epoch [129][700/3757] lr: 5.000e-02, eta: 5 days, 9:46:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6539, loss_cls: 2.7283, loss: 2.7283, grad_norm: 2.8266 2020-08-03 13:17:41,135 - mmaction - INFO - Epoch [129][720/3757] lr: 5.000e-02, eta: 5 days, 9:04:53, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6508, loss_cls: 2.7007, loss: 2.7007, grad_norm: 2.8236 2020-08-03 13:17:57,035 - mmaction - INFO - Epoch [129][740/3757] lr: 5.000e-02, eta: 5 days, 8:27:20, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6539, loss_cls: 2.6808, loss: 2.6808, grad_norm: 2.7953 2020-08-03 13:18:13,134 - mmaction - INFO - Epoch [129][760/3757] lr: 5.000e-02, eta: 5 days, 7:53:38, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6383, loss_cls: 2.7175, loss: 2.7175, grad_norm: 2.8535 2020-08-03 13:18:29,179 - mmaction - INFO - Epoch [129][780/3757] lr: 5.000e-02, eta: 5 days, 7:20:51, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6281, loss_cls: 2.7880, loss: 2.7880, grad_norm: 2.9556 2020-08-03 13:18:45,116 - mmaction - INFO - Epoch [129][800/3757] lr: 5.000e-02, eta: 5 days, 6:49:12, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6289, loss_cls: 2.7869, loss: 2.7869, grad_norm: 2.8994 2020-08-03 13:19:01,057 - mmaction - INFO - Epoch [129][820/3757] lr: 5.000e-02, eta: 5 days, 6:18:49, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6422, loss_cls: 2.7306, loss: 2.7306, grad_norm: 2.9042 2020-08-03 13:19:17,053 - mmaction - INFO - Epoch [129][840/3757] lr: 5.000e-02, eta: 5 days, 5:50:33, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6273, loss_cls: 2.8222, loss: 2.8222, grad_norm: 2.8905 2020-08-03 13:19:33,062 - mmaction - INFO - Epoch [129][860/3757] lr: 5.000e-02, eta: 5 days, 5:23:18, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.7165, loss: 2.7165, grad_norm: 2.8753 2020-08-03 13:19:48,962 - mmaction - INFO - Epoch [129][880/3757] lr: 5.000e-02, eta: 5 days, 4:56:43, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6352, loss_cls: 2.7740, loss: 2.7740, grad_norm: 2.8101 2020-08-03 13:20:05,012 - mmaction - INFO - Epoch [129][900/3757] lr: 5.000e-02, eta: 5 days, 4:32:35, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6586, loss_cls: 2.6485, loss: 2.6485, grad_norm: 2.8588 2020-08-03 13:20:20,953 - mmaction - INFO - Epoch [129][920/3757] lr: 5.000e-02, eta: 5 days, 4:08:26, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6188, loss_cls: 2.8117, loss: 2.8117, grad_norm: 2.9786 2020-08-03 13:20:36,882 - mmaction - INFO - Epoch [129][940/3757] lr: 5.000e-02, eta: 5 days, 3:45:01, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6531, loss_cls: 2.7031, loss: 2.7031, grad_norm: 2.8068 2020-08-03 13:20:52,645 - mmaction - INFO - Epoch [129][960/3757] lr: 5.000e-02, eta: 5 days, 3:21:33, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6047, loss_cls: 2.8557, loss: 2.8557, grad_norm: 2.8442 2020-08-03 13:21:08,446 - mmaction - INFO - Epoch [129][980/3757] lr: 5.000e-02, eta: 5 days, 2:59:01, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6273, loss_cls: 2.7490, loss: 2.7490, grad_norm: 2.8290 2020-08-03 13:21:24,368 - mmaction - INFO - Epoch [129][1000/3757] lr: 5.000e-02, eta: 5 days, 2:38:34, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6453, loss_cls: 2.7173, loss: 2.7173, grad_norm: 2.8690 2020-08-03 13:21:40,248 - mmaction - INFO - Epoch [129][1020/3757] lr: 5.000e-02, eta: 5 days, 2:18:27, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6531, loss_cls: 2.7024, loss: 2.7024, grad_norm: 2.9096 2020-08-03 13:21:56,183 - mmaction - INFO - Epoch [129][1040/3757] lr: 5.000e-02, eta: 5 days, 1:59:25, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6383, loss_cls: 2.7678, loss: 2.7678, grad_norm: 2.8872 2020-08-03 13:22:12,108 - mmaction - INFO - Epoch [129][1060/3757] lr: 5.000e-02, eta: 5 days, 1:41:06, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6234, loss_cls: 2.8788, loss: 2.8788, grad_norm: 2.8306 2020-08-03 13:22:28,076 - mmaction - INFO - Epoch [129][1080/3757] lr: 5.000e-02, eta: 5 days, 1:24:08, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6406, loss_cls: 2.7428, loss: 2.7428, grad_norm: 2.8354 2020-08-03 13:22:44,084 - mmaction - INFO - Epoch [129][1100/3757] lr: 5.000e-02, eta: 5 days, 1:07:29, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6359, loss_cls: 2.8379, loss: 2.8379, grad_norm: 2.9233 2020-08-03 13:23:00,111 - mmaction - INFO - Epoch [129][1120/3757] lr: 5.000e-02, eta: 5 days, 0:52:03, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6305, loss_cls: 2.8357, loss: 2.8357, grad_norm: 2.8807 2020-08-03 13:23:15,850 - mmaction - INFO - Epoch [129][1140/3757] lr: 5.000e-02, eta: 5 days, 0:34:53, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.9367, loss: 2.9367, grad_norm: 2.8483 2020-08-03 13:23:31,585 - mmaction - INFO - Epoch [129][1160/3757] lr: 5.000e-02, eta: 5 days, 0:18:23, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6461, loss_cls: 2.6679, loss: 2.6679, grad_norm: 2.8165 2020-08-03 13:23:47,408 - mmaction - INFO - Epoch [129][1180/3757] lr: 5.000e-02, eta: 5 days, 0:02:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6477, loss_cls: 2.7675, loss: 2.7675, grad_norm: 2.8832 2020-08-03 13:24:03,291 - mmaction - INFO - Epoch [129][1200/3757] lr: 5.000e-02, eta: 4 days, 23:48:22, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6398, loss_cls: 2.6998, loss: 2.6998, grad_norm: 2.8196 2020-08-03 13:24:19,040 - mmaction - INFO - Epoch [129][1220/3757] lr: 5.000e-02, eta: 4 days, 23:33:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6539, loss_cls: 2.6870, loss: 2.6870, grad_norm: 2.8139 2020-08-03 13:24:34,848 - mmaction - INFO - Epoch [129][1240/3757] lr: 5.000e-02, eta: 4 days, 23:19:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6422, loss_cls: 2.7127, loss: 2.7127, grad_norm: 2.8888 2020-08-03 13:24:50,648 - mmaction - INFO - Epoch [129][1260/3757] lr: 5.000e-02, eta: 4 days, 23:05:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6422, loss_cls: 2.7248, loss: 2.7248, grad_norm: 2.8303 2020-08-03 13:25:06,445 - mmaction - INFO - Epoch [129][1280/3757] lr: 5.000e-02, eta: 4 days, 22:52:25, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6438, loss_cls: 2.7189, loss: 2.7189, grad_norm: 2.8734 2020-08-03 13:25:22,187 - mmaction - INFO - Epoch [129][1300/3757] lr: 5.000e-02, eta: 4 days, 22:39:06, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6422, loss_cls: 2.7486, loss: 2.7486, grad_norm: 2.9315 2020-08-03 13:25:37,971 - mmaction - INFO - Epoch [129][1320/3757] lr: 5.000e-02, eta: 4 days, 22:26:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.7091, loss: 2.7091, grad_norm: 2.9328 2020-08-03 13:25:53,770 - mmaction - INFO - Epoch [129][1340/3757] lr: 5.000e-02, eta: 4 days, 22:14:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6508, loss_cls: 2.7551, loss: 2.7551, grad_norm: 2.8920 2020-08-03 13:26:09,584 - mmaction - INFO - Epoch [129][1360/3757] lr: 5.000e-02, eta: 4 days, 22:02:47, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6414, loss_cls: 2.7597, loss: 2.7597, grad_norm: 2.8536 2020-08-03 13:26:25,387 - mmaction - INFO - Epoch [129][1380/3757] lr: 5.000e-02, eta: 4 days, 21:51:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6555, loss_cls: 2.7216, loss: 2.7216, grad_norm: 2.8730 2020-08-03 13:26:41,263 - mmaction - INFO - Epoch [129][1400/3757] lr: 5.000e-02, eta: 4 days, 21:40:36, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6805, loss_cls: 2.6213, loss: 2.6213, grad_norm: 2.9188 2020-08-03 13:26:57,155 - mmaction - INFO - Epoch [129][1420/3757] lr: 5.000e-02, eta: 4 days, 21:30:22, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6523, loss_cls: 2.6931, loss: 2.6931, grad_norm: 2.8328 2020-08-03 13:27:12,892 - mmaction - INFO - Epoch [129][1440/3757] lr: 5.000e-02, eta: 4 days, 21:19:22, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6523, loss_cls: 2.7388, loss: 2.7388, grad_norm: 2.8769 2020-08-03 13:27:28,684 - mmaction - INFO - Epoch [129][1460/3757] lr: 5.000e-02, eta: 4 days, 21:09:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6211, loss_cls: 2.8233, loss: 2.8233, grad_norm: 2.8833 2020-08-03 13:27:44,585 - mmaction - INFO - Epoch [129][1480/3757] lr: 5.000e-02, eta: 4 days, 20:59:40, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6680, loss_cls: 2.6676, loss: 2.6676, grad_norm: 2.7943 2020-08-03 13:28:00,383 - mmaction - INFO - Epoch [129][1500/3757] lr: 5.000e-02, eta: 4 days, 20:49:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6312, loss_cls: 2.7863, loss: 2.7863, grad_norm: 2.8450 2020-08-03 13:28:16,169 - mmaction - INFO - Epoch [129][1520/3757] lr: 5.000e-02, eta: 4 days, 20:40:26, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6523, loss_cls: 2.6046, loss: 2.6046, grad_norm: 2.8481 2020-08-03 13:28:32,007 - mmaction - INFO - Epoch [129][1540/3757] lr: 5.000e-02, eta: 4 days, 20:31:26, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6430, loss_cls: 2.7249, loss: 2.7249, grad_norm: 2.9424 2020-08-03 13:28:47,795 - mmaction - INFO - Epoch [129][1560/3757] lr: 5.000e-02, eta: 4 days, 20:22:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6250, loss_cls: 2.7850, loss: 2.7850, grad_norm: 2.8718 2020-08-03 13:29:03,558 - mmaction - INFO - Epoch [129][1580/3757] lr: 5.000e-02, eta: 4 days, 20:13:20, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6250, loss_cls: 2.8361, loss: 2.8361, grad_norm: 2.9435 2020-08-03 13:29:19,345 - mmaction - INFO - Epoch [129][1600/3757] lr: 5.000e-02, eta: 4 days, 20:04:34, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6359, loss_cls: 2.8324, loss: 2.8324, grad_norm: 2.8974 2020-08-03 13:29:35,162 - mmaction - INFO - Epoch [129][1620/3757] lr: 5.000e-02, eta: 4 days, 19:56:25, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6359, loss_cls: 2.7755, loss: 2.7755, grad_norm: 2.8447 2020-08-03 13:29:51,137 - mmaction - INFO - Epoch [129][1640/3757] lr: 5.000e-02, eta: 4 days, 19:49:09, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6367, loss_cls: 2.7072, loss: 2.7072, grad_norm: 2.8061 2020-08-03 13:30:07,387 - mmaction - INFO - Epoch [129][1660/3757] lr: 5.000e-02, eta: 4 days, 19:43:20, time: 0.812, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6219, loss_cls: 2.8368, loss: 2.8368, grad_norm: 2.9377 2020-08-03 13:30:30,491 - mmaction - INFO - Epoch [129][1680/3757] lr: 5.000e-02, eta: 4 days, 20:10:14, time: 1.155, data_time: 0.082, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6477, loss_cls: 2.6601, loss: 2.6601, grad_norm: 2.7776 2020-08-03 13:30:55,925 - mmaction - INFO - Epoch [129][1700/3757] lr: 5.000e-02, eta: 4 days, 20:47:22, time: 1.271, data_time: 0.242, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6422, loss_cls: 2.7402, loss: 2.7402, grad_norm: 2.9033 2020-08-03 13:31:24,571 - mmaction - INFO - Epoch [129][1720/3757] lr: 5.000e-02, eta: 4 days, 21:38:39, time: 1.433, data_time: 0.050, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6648, loss_cls: 2.6439, loss: 2.6439, grad_norm: 2.8332 2020-08-03 13:31:49,207 - mmaction - INFO - Epoch [129][1740/3757] lr: 5.000e-02, eta: 4 days, 22:10:11, time: 1.231, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6312, loss_cls: 2.8200, loss: 2.8200, grad_norm: 2.9814 2020-08-03 13:32:19,608 - mmaction - INFO - Epoch [129][1760/3757] lr: 5.000e-02, eta: 4 days, 23:07:19, time: 1.521, data_time: 0.525, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6359, loss_cls: 2.7372, loss: 2.7372, grad_norm: 2.8530 2020-08-03 13:32:45,035 - mmaction - INFO - Epoch [129][1780/3757] lr: 5.000e-02, eta: 4 days, 23:40:47, time: 1.271, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6375, loss_cls: 2.7098, loss: 2.7098, grad_norm: 2.8186 2020-08-03 13:33:13,715 - mmaction - INFO - Epoch [129][1800/3757] lr: 5.000e-02, eta: 5 days, 0:27:50, time: 1.433, data_time: 0.309, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6320, loss_cls: 2.7367, loss: 2.7367, grad_norm: 2.8025 2020-08-03 13:33:39,713 - mmaction - INFO - Epoch [129][1820/3757] lr: 5.000e-02, eta: 5 days, 1:02:09, time: 1.300, data_time: 0.127, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6555, loss_cls: 2.7243, loss: 2.7243, grad_norm: 2.8470 2020-08-03 13:33:56,312 - mmaction - INFO - Epoch [129][1840/3757] lr: 5.000e-02, eta: 5 days, 0:55:06, time: 0.832, data_time: 0.006, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6352, loss_cls: 2.7158, loss: 2.7158, grad_norm: 2.8884 2020-08-03 13:34:13,009 - mmaction - INFO - Epoch [129][1860/3757] lr: 5.000e-02, eta: 5 days, 0:48:24, time: 0.834, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6242, loss_cls: 2.8044, loss: 2.8044, grad_norm: 2.9568 2020-08-03 13:34:29,125 - mmaction - INFO - Epoch [129][1880/3757] lr: 5.000e-02, eta: 5 days, 0:39:21, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6547, loss_cls: 2.7005, loss: 2.7005, grad_norm: 2.8646 2020-08-03 13:34:57,795 - mmaction - INFO - Epoch [129][1900/3757] lr: 5.000e-02, eta: 5 days, 1:23:23, time: 1.435, data_time: 0.005, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6445, loss_cls: 2.8080, loss: 2.8080, grad_norm: 2.9123 2020-08-03 13:35:21,099 - mmaction - INFO - Epoch [129][1920/3757] lr: 5.000e-02, eta: 5 days, 1:44:10, time: 1.166, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6141, loss_cls: 2.8494, loss: 2.8494, grad_norm: 2.9070 2020-08-03 13:35:40,667 - mmaction - INFO - Epoch [129][1940/3757] lr: 5.000e-02, eta: 5 days, 1:49:01, time: 0.978, data_time: 0.127, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6344, loss_cls: 2.8041, loss: 2.8041, grad_norm: 2.9329 2020-08-03 13:35:58,278 - mmaction - INFO - Epoch [129][1960/3757] lr: 5.000e-02, eta: 5 days, 1:45:54, time: 0.881, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6500, loss_cls: 2.7430, loss: 2.7430, grad_norm: 2.8223 2020-08-03 13:36:14,581 - mmaction - INFO - Epoch [129][1980/3757] lr: 5.000e-02, eta: 5 days, 1:37:26, time: 0.814, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6672, loss_cls: 2.6825, loss: 2.6825, grad_norm: 2.9191 2020-08-03 13:36:30,849 - mmaction - INFO - Epoch [129][2000/3757] lr: 5.000e-02, eta: 5 days, 1:29:11, time: 0.815, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6273, loss_cls: 2.8288, loss: 2.8288, grad_norm: 2.8949 2020-08-03 13:36:46,990 - mmaction - INFO - Epoch [129][2020/3757] lr: 5.000e-02, eta: 5 days, 1:20:29, time: 0.807, data_time: 0.003, memory: 6192, top1_acc: 0.3602, top5_acc: 0.6297, loss_cls: 2.8374, loss: 2.8374, grad_norm: 2.9296 2020-08-03 13:37:05,766 - mmaction - INFO - Epoch [129][2040/3757] lr: 5.000e-02, eta: 5 days, 1:22:16, time: 0.939, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6578, loss_cls: 2.6836, loss: 2.6836, grad_norm: 2.8329 2020-08-03 13:37:24,941 - mmaction - INFO - Epoch [129][2060/3757] lr: 5.000e-02, eta: 5 days, 1:25:33, time: 0.959, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6586, loss_cls: 2.7207, loss: 2.7207, grad_norm: 2.8999 2020-08-03 13:37:40,845 - mmaction - INFO - Epoch [129][2080/3757] lr: 5.000e-02, eta: 5 days, 1:16:09, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6312, loss_cls: 2.7406, loss: 2.7406, grad_norm: 2.9210 2020-08-03 13:37:56,719 - mmaction - INFO - Epoch [129][2100/3757] lr: 5.000e-02, eta: 5 days, 1:06:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6422, loss_cls: 2.7241, loss: 2.7241, grad_norm: 2.8330 2020-08-03 13:38:12,756 - mmaction - INFO - Epoch [129][2120/3757] lr: 5.000e-02, eta: 5 days, 0:58:19, time: 0.802, data_time: 0.005, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.8413, loss: 2.8413, grad_norm: 2.9544 2020-08-03 13:38:28,775 - mmaction - INFO - Epoch [129][2140/3757] lr: 5.000e-02, eta: 5 days, 0:49:58, time: 0.802, data_time: 0.005, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6570, loss_cls: 2.7082, loss: 2.7082, grad_norm: 2.9035 2020-08-03 13:38:44,759 - mmaction - INFO - Epoch [129][2160/3757] lr: 5.000e-02, eta: 5 days, 0:41:36, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6539, loss_cls: 2.7341, loss: 2.7341, grad_norm: 2.9020 2020-08-03 13:39:00,885 - mmaction - INFO - Epoch [129][2180/3757] lr: 5.000e-02, eta: 5 days, 0:33:56, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6195, loss_cls: 2.8796, loss: 2.8796, grad_norm: 2.8218 2020-08-03 13:39:16,659 - mmaction - INFO - Epoch [129][2200/3757] lr: 5.000e-02, eta: 5 days, 0:25:01, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6508, loss_cls: 2.6681, loss: 2.6681, grad_norm: 2.7811 2020-08-03 13:39:33,762 - mmaction - INFO - Epoch [129][2220/3757] lr: 5.000e-02, eta: 5 days, 0:21:08, time: 0.856, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6352, loss_cls: 2.7870, loss: 2.7870, grad_norm: 2.9160 2020-08-03 13:40:01,937 - mmaction - INFO - Epoch [129][2240/3757] lr: 5.000e-02, eta: 5 days, 0:56:39, time: 1.408, data_time: 0.030, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6180, loss_cls: 2.9170, loss: 2.9170, grad_norm: 2.9823 2020-08-03 13:40:25,733 - mmaction - INFO - Epoch [129][2260/3757] lr: 5.000e-02, eta: 5 days, 1:16:08, time: 1.190, data_time: 0.040, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6398, loss_cls: 2.8135, loss: 2.8135, grad_norm: 2.9078 2020-08-03 13:40:52,832 - mmaction - INFO - Epoch [129][2280/3757] lr: 5.000e-02, eta: 5 days, 1:46:52, time: 1.356, data_time: 0.013, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6516, loss_cls: 2.7264, loss: 2.7264, grad_norm: 2.9188 2020-08-03 13:41:17,714 - mmaction - INFO - Epoch [129][2300/3757] lr: 5.000e-02, eta: 5 days, 2:09:12, time: 1.243, data_time: 0.270, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6289, loss_cls: 2.7951, loss: 2.7951, grad_norm: 2.8789 2020-08-03 13:41:33,890 - mmaction - INFO - Epoch [129][2320/3757] lr: 5.000e-02, eta: 5 days, 2:01:25, time: 0.810, data_time: 0.005, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6250, loss_cls: 2.8166, loss: 2.8166, grad_norm: 2.8034 2020-08-03 13:41:49,895 - mmaction - INFO - Epoch [129][2340/3757] lr: 5.000e-02, eta: 5 days, 1:53:04, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6391, loss_cls: 2.7517, loss: 2.7517, grad_norm: 2.8033 2020-08-03 13:42:05,752 - mmaction - INFO - Epoch [129][2360/3757] lr: 5.000e-02, eta: 5 days, 1:44:25, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6609, loss_cls: 2.6780, loss: 2.6780, grad_norm: 2.9312 2020-08-03 13:42:21,557 - mmaction - INFO - Epoch [129][2380/3757] lr: 5.000e-02, eta: 5 days, 1:35:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6375, loss_cls: 2.7153, loss: 2.7153, grad_norm: 2.8006 2020-08-03 13:42:37,335 - mmaction - INFO - Epoch [129][2400/3757] lr: 5.000e-02, eta: 5 days, 1:26:58, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6375, loss_cls: 2.7366, loss: 2.7366, grad_norm: 2.8111 2020-08-03 13:42:53,234 - mmaction - INFO - Epoch [129][2420/3757] lr: 5.000e-02, eta: 5 days, 1:18:52, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6477, loss_cls: 2.7260, loss: 2.7260, grad_norm: 2.8989 2020-08-03 13:43:08,901 - mmaction - INFO - Epoch [129][2440/3757] lr: 5.000e-02, eta: 5 days, 1:10:06, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6492, loss_cls: 2.6316, loss: 2.6316, grad_norm: 2.9094 2020-08-03 13:43:24,680 - mmaction - INFO - Epoch [129][2460/3757] lr: 5.000e-02, eta: 5 days, 1:01:51, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6359, loss_cls: 2.7886, loss: 2.7886, grad_norm: 2.9913 2020-08-03 13:43:40,713 - mmaction - INFO - Epoch [129][2480/3757] lr: 5.000e-02, eta: 5 days, 0:54:30, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6664, loss_cls: 2.6429, loss: 2.6429, grad_norm: 2.8848 2020-08-03 13:43:56,986 - mmaction - INFO - Epoch [129][2500/3757] lr: 5.000e-02, eta: 5 days, 0:48:06, time: 0.814, data_time: 0.023, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6266, loss_cls: 2.7541, loss: 2.7541, grad_norm: 2.9823 2020-08-03 13:44:12,742 - mmaction - INFO - Epoch [129][2520/3757] lr: 5.000e-02, eta: 5 days, 0:40:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6250, loss_cls: 2.8002, loss: 2.8002, grad_norm: 2.8098 2020-08-03 13:44:28,605 - mmaction - INFO - Epoch [129][2540/3757] lr: 5.000e-02, eta: 5 days, 0:32:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6727, loss_cls: 2.6051, loss: 2.6051, grad_norm: 2.7825 2020-08-03 13:44:45,094 - mmaction - INFO - Epoch [129][2560/3757] lr: 5.000e-02, eta: 5 days, 0:27:09, time: 0.825, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6484, loss_cls: 2.7507, loss: 2.7507, grad_norm: 3.0065 2020-08-03 13:45:01,034 - mmaction - INFO - Epoch [129][2580/3757] lr: 5.000e-02, eta: 5 days, 0:20:01, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6398, loss_cls: 2.7294, loss: 2.7294, grad_norm: 2.8629 2020-08-03 13:45:17,998 - mmaction - INFO - Epoch [129][2600/3757] lr: 5.000e-02, eta: 5 days, 0:16:13, time: 0.849, data_time: 0.002, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6242, loss_cls: 2.8274, loss: 2.8274, grad_norm: 2.9037 2020-08-03 13:45:33,866 - mmaction - INFO - Epoch [129][2620/3757] lr: 5.000e-02, eta: 5 days, 0:09:06, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6469, loss_cls: 2.7241, loss: 2.7241, grad_norm: 2.8913 2020-08-03 13:45:49,703 - mmaction - INFO - Epoch [129][2640/3757] lr: 5.000e-02, eta: 5 days, 0:02:01, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6141, loss_cls: 2.8707, loss: 2.8707, grad_norm: 2.9798 2020-08-03 13:46:05,615 - mmaction - INFO - Epoch [129][2660/3757] lr: 5.000e-02, eta: 4 days, 23:55:15, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6195, loss_cls: 2.7886, loss: 2.7886, grad_norm: 2.9240 2020-08-03 13:46:21,596 - mmaction - INFO - Epoch [129][2680/3757] lr: 5.000e-02, eta: 4 days, 23:48:49, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6320, loss_cls: 2.7518, loss: 2.7518, grad_norm: 2.8953 2020-08-03 13:46:37,964 - mmaction - INFO - Epoch [129][2700/3757] lr: 5.000e-02, eta: 4 days, 23:43:35, time: 0.818, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6648, loss_cls: 2.6728, loss: 2.6728, grad_norm: 2.8518 2020-08-03 13:46:53,780 - mmaction - INFO - Epoch [129][2720/3757] lr: 5.000e-02, eta: 4 days, 23:36:48, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6500, loss_cls: 2.6968, loss: 2.6968, grad_norm: 2.8463 2020-08-03 13:47:09,652 - mmaction - INFO - Epoch [129][2740/3757] lr: 5.000e-02, eta: 4 days, 23:30:14, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6336, loss_cls: 2.7517, loss: 2.7517, grad_norm: 2.8602 2020-08-03 13:47:26,002 - mmaction - INFO - Epoch [129][2760/3757] lr: 5.000e-02, eta: 4 days, 23:25:10, time: 0.817, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6539, loss_cls: 2.6577, loss: 2.6577, grad_norm: 2.8465 2020-08-03 13:47:41,838 - mmaction - INFO - Epoch [129][2780/3757] lr: 5.000e-02, eta: 4 days, 23:18:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6578, loss_cls: 2.7090, loss: 2.7090, grad_norm: 2.9499 2020-08-03 13:47:57,738 - mmaction - INFO - Epoch [129][2800/3757] lr: 5.000e-02, eta: 4 days, 23:12:33, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6383, loss_cls: 2.7622, loss: 2.7622, grad_norm: 2.8550 2020-08-03 13:48:13,380 - mmaction - INFO - Epoch [129][2820/3757] lr: 5.000e-02, eta: 4 days, 23:05:46, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6328, loss_cls: 2.8541, loss: 2.8541, grad_norm: 2.9214 2020-08-03 13:48:29,152 - mmaction - INFO - Epoch [129][2840/3757] lr: 5.000e-02, eta: 4 days, 22:59:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6414, loss_cls: 2.7016, loss: 2.7016, grad_norm: 2.7970 2020-08-03 13:48:44,951 - mmaction - INFO - Epoch [129][2860/3757] lr: 5.000e-02, eta: 4 days, 22:53:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6500, loss_cls: 2.6868, loss: 2.6868, grad_norm: 2.8429 2020-08-03 13:49:03,724 - mmaction - INFO - Epoch [129][2880/3757] lr: 5.000e-02, eta: 4 days, 22:55:17, time: 0.939, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6180, loss_cls: 2.8051, loss: 2.8051, grad_norm: 2.7837 2020-08-03 13:49:19,521 - mmaction - INFO - Epoch [129][2900/3757] lr: 5.000e-02, eta: 4 days, 22:49:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6344, loss_cls: 2.8053, loss: 2.8053, grad_norm: 2.8542 2020-08-03 13:49:35,341 - mmaction - INFO - Epoch [129][2920/3757] lr: 5.000e-02, eta: 4 days, 22:43:12, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6352, loss_cls: 2.7504, loss: 2.7504, grad_norm: 2.7486 2020-08-03 13:49:51,209 - mmaction - INFO - Epoch [129][2940/3757] lr: 5.000e-02, eta: 4 days, 22:37:24, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6547, loss_cls: 2.6916, loss: 2.6916, grad_norm: 2.8030 2020-08-03 13:50:07,122 - mmaction - INFO - Epoch [129][2960/3757] lr: 5.000e-02, eta: 4 days, 22:31:50, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6352, loss_cls: 2.7196, loss: 2.7196, grad_norm: 2.8141 2020-08-03 13:50:22,850 - mmaction - INFO - Epoch [129][2980/3757] lr: 5.000e-02, eta: 4 days, 22:25:54, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6289, loss_cls: 2.7563, loss: 2.7563, grad_norm: 2.8398 2020-08-03 13:50:38,655 - mmaction - INFO - Epoch [129][3000/3757] lr: 5.000e-02, eta: 4 days, 22:20:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6430, loss_cls: 2.7097, loss: 2.7097, grad_norm: 2.8880 2020-08-03 13:50:54,464 - mmaction - INFO - Epoch [129][3020/3757] lr: 5.000e-02, eta: 4 days, 22:14:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6383, loss_cls: 2.7982, loss: 2.7982, grad_norm: 2.8139 2020-08-03 13:51:10,297 - mmaction - INFO - Epoch [129][3040/3757] lr: 5.000e-02, eta: 4 days, 22:09:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6477, loss_cls: 2.7179, loss: 2.7179, grad_norm: 2.8969 2020-08-03 13:51:26,092 - mmaction - INFO - Epoch [129][3060/3757] lr: 5.000e-02, eta: 4 days, 22:03:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6453, loss_cls: 2.7692, loss: 2.7692, grad_norm: 2.8843 2020-08-03 13:51:41,873 - mmaction - INFO - Epoch [129][3080/3757] lr: 5.000e-02, eta: 4 days, 21:58:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.7526, loss: 2.7526, grad_norm: 2.8839 2020-08-03 13:51:57,648 - mmaction - INFO - Epoch [129][3100/3757] lr: 5.000e-02, eta: 4 days, 21:52:35, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6375, loss_cls: 2.7692, loss: 2.7692, grad_norm: 2.8970 2020-08-03 13:52:13,667 - mmaction - INFO - Epoch [129][3120/3757] lr: 5.000e-02, eta: 4 days, 21:47:50, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6203, loss_cls: 2.8022, loss: 2.8022, grad_norm: 2.9040 2020-08-03 13:52:29,778 - mmaction - INFO - Epoch [129][3140/3757] lr: 5.000e-02, eta: 4 days, 21:43:21, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6281, loss_cls: 2.8003, loss: 2.8003, grad_norm: 2.9398 2020-08-03 13:52:45,902 - mmaction - INFO - Epoch [129][3160/3757] lr: 5.000e-02, eta: 4 days, 21:39:03, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6156, loss_cls: 2.8725, loss: 2.8725, grad_norm: 2.9081 2020-08-03 13:53:02,080 - mmaction - INFO - Epoch [129][3180/3757] lr: 5.000e-02, eta: 4 days, 21:34:47, time: 0.807, data_time: 0.002, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6297, loss_cls: 2.8348, loss: 2.8348, grad_norm: 2.7913 2020-08-03 13:53:18,159 - mmaction - INFO - Epoch [129][3200/3757] lr: 5.000e-02, eta: 4 days, 21:30:23, time: 0.804, data_time: 0.005, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6438, loss_cls: 2.7481, loss: 2.7481, grad_norm: 2.8002 2020-08-03 13:53:34,199 - mmaction - INFO - Epoch [129][3220/3757] lr: 5.000e-02, eta: 4 days, 21:25:58, time: 0.802, data_time: 0.005, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6367, loss_cls: 2.8453, loss: 2.8453, grad_norm: 2.8750 2020-08-03 13:53:50,157 - mmaction - INFO - Epoch [129][3240/3757] lr: 5.000e-02, eta: 4 days, 21:21:25, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6539, loss_cls: 2.7691, loss: 2.7691, grad_norm: 2.8816 2020-08-03 13:54:06,074 - mmaction - INFO - Epoch [129][3260/3757] lr: 5.000e-02, eta: 4 days, 21:16:49, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6234, loss_cls: 2.7940, loss: 2.7940, grad_norm: 2.8084 2020-08-03 13:54:22,068 - mmaction - INFO - Epoch [129][3280/3757] lr: 5.000e-02, eta: 4 days, 21:12:23, time: 0.799, data_time: 0.010, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6344, loss_cls: 2.8106, loss: 2.8106, grad_norm: 2.8281 2020-08-03 13:54:37,940 - mmaction - INFO - Epoch [129][3300/3757] lr: 5.000e-02, eta: 4 days, 21:07:46, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6398, loss_cls: 2.8113, loss: 2.8113, grad_norm: 2.8773 2020-08-03 13:54:53,768 - mmaction - INFO - Epoch [129][3320/3757] lr: 5.000e-02, eta: 4 days, 21:03:07, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6266, loss_cls: 2.7994, loss: 2.7994, grad_norm: 2.8527 2020-08-03 13:55:09,576 - mmaction - INFO - Epoch [129][3340/3757] lr: 5.000e-02, eta: 4 days, 20:58:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6406, loss_cls: 2.8375, loss: 2.8375, grad_norm: 2.8636 2020-08-03 13:55:25,453 - mmaction - INFO - Epoch [129][3360/3757] lr: 5.000e-02, eta: 4 days, 20:53:57, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6344, loss_cls: 2.7722, loss: 2.7722, grad_norm: 2.8032 2020-08-03 13:55:41,166 - mmaction - INFO - Epoch [129][3380/3757] lr: 5.000e-02, eta: 4 days, 20:49:13, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6398, loss_cls: 2.8061, loss: 2.8061, grad_norm: 2.8790 2020-08-03 13:55:56,942 - mmaction - INFO - Epoch [129][3400/3757] lr: 5.000e-02, eta: 4 days, 20:44:35, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6414, loss_cls: 2.6786, loss: 2.6786, grad_norm: 2.7436 2020-08-03 13:56:12,752 - mmaction - INFO - Epoch [129][3420/3757] lr: 5.000e-02, eta: 4 days, 20:40:07, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6375, loss_cls: 2.7291, loss: 2.7291, grad_norm: 2.8902 2020-08-03 13:56:28,732 - mmaction - INFO - Epoch [129][3440/3757] lr: 5.000e-02, eta: 4 days, 20:36:08, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6430, loss_cls: 2.7523, loss: 2.7523, grad_norm: 2.8367 2020-08-03 13:56:44,647 - mmaction - INFO - Epoch [129][3460/3757] lr: 5.000e-02, eta: 4 days, 20:31:58, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6438, loss_cls: 2.7993, loss: 2.7993, grad_norm: 2.9082 2020-08-03 13:57:01,325 - mmaction - INFO - Epoch [129][3480/3757] lr: 5.000e-02, eta: 4 days, 20:29:39, time: 0.834, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6492, loss_cls: 2.7099, loss: 2.7099, grad_norm: 2.8297 2020-08-03 13:57:17,567 - mmaction - INFO - Epoch [129][3500/3757] lr: 5.000e-02, eta: 4 days, 20:26:19, time: 0.812, data_time: 0.014, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6367, loss_cls: 2.7155, loss: 2.7155, grad_norm: 2.8435 2020-08-03 13:57:33,418 - mmaction - INFO - Epoch [129][3520/3757] lr: 5.000e-02, eta: 4 days, 20:22:10, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6523, loss_cls: 2.6370, loss: 2.6370, grad_norm: 2.7833 2020-08-03 13:57:49,795 - mmaction - INFO - Epoch [129][3540/3757] lr: 5.000e-02, eta: 4 days, 20:19:13, time: 0.819, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6562, loss_cls: 2.6839, loss: 2.6839, grad_norm: 2.8823 2020-08-03 13:58:05,567 - mmaction - INFO - Epoch [129][3560/3757] lr: 5.000e-02, eta: 4 days, 20:15:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6242, loss_cls: 2.7540, loss: 2.7540, grad_norm: 2.8981 2020-08-03 13:58:26,454 - mmaction - INFO - Epoch [129][3580/3757] lr: 5.000e-02, eta: 4 days, 20:22:09, time: 1.044, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6180, loss_cls: 2.8130, loss: 2.8130, grad_norm: 2.8753 2020-08-03 13:58:42,622 - mmaction - INFO - Epoch [129][3600/3757] lr: 5.000e-02, eta: 4 days, 20:18:48, time: 0.808, data_time: 0.013, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6148, loss_cls: 2.8437, loss: 2.8437, grad_norm: 2.8647 2020-08-03 13:58:58,649 - mmaction - INFO - Epoch [129][3620/3757] lr: 5.000e-02, eta: 4 days, 20:15:10, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6266, loss_cls: 2.7241, loss: 2.7241, grad_norm: 2.8436 2020-08-03 13:59:14,814 - mmaction - INFO - Epoch [129][3640/3757] lr: 5.000e-02, eta: 4 days, 20:11:53, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6523, loss_cls: 2.6561, loss: 2.6561, grad_norm: 2.8420 2020-08-03 13:59:35,263 - mmaction - INFO - Epoch [129][3660/3757] lr: 5.000e-02, eta: 4 days, 20:17:53, time: 1.021, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6391, loss_cls: 2.7947, loss: 2.7947, grad_norm: 2.8993 2020-08-03 13:59:51,111 - mmaction - INFO - Epoch [129][3680/3757] lr: 5.000e-02, eta: 4 days, 20:13:54, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6500, loss_cls: 2.7927, loss: 2.7927, grad_norm: 2.9011 2020-08-03 14:00:10,311 - mmaction - INFO - Epoch [129][3700/3757] lr: 5.000e-02, eta: 4 days, 20:17:02, time: 0.957, data_time: 0.005, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6289, loss_cls: 2.8061, loss: 2.8061, grad_norm: 2.8412 2020-08-03 14:00:26,066 - mmaction - INFO - Epoch [129][3720/3757] lr: 5.000e-02, eta: 4 days, 20:13:06, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.7737, loss: 2.7737, grad_norm: 2.8147 2020-08-03 14:00:41,896 - mmaction - INFO - Epoch [129][3740/3757] lr: 5.000e-02, eta: 4 days, 20:09:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6133, loss_cls: 2.9013, loss: 2.9013, grad_norm: 2.9180 2020-08-03 14:03:21,009 - mmaction - INFO - Epoch [130][20/3757] lr: 4.939e-02, eta: 4 days, 23:58:01, time: 7.069, data_time: 6.249, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6562, loss_cls: 2.7215, loss: 2.7215, grad_norm: 2.9039 2020-08-03 14:03:36,890 - mmaction - INFO - Epoch [130][40/3757] lr: 4.939e-02, eta: 4 days, 23:53:03, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6453, loss_cls: 2.7199, loss: 2.7199, grad_norm: 2.8735 2020-08-03 14:03:52,669 - mmaction - INFO - Epoch [130][60/3757] lr: 4.939e-02, eta: 4 days, 23:47:58, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6578, loss_cls: 2.6895, loss: 2.6895, grad_norm: 2.8595 2020-08-03 14:04:08,614 - mmaction - INFO - Epoch [130][80/3757] lr: 4.939e-02, eta: 4 days, 23:43:14, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6469, loss_cls: 2.7115, loss: 2.7115, grad_norm: 2.8550 2020-08-03 14:04:24,329 - mmaction - INFO - Epoch [130][100/3757] lr: 4.939e-02, eta: 4 days, 23:38:01, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6250, loss_cls: 2.8405, loss: 2.8405, grad_norm: 2.9118 2020-08-03 14:04:40,196 - mmaction - INFO - Epoch [130][120/3757] lr: 4.939e-02, eta: 4 days, 23:33:17, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6484, loss_cls: 2.7503, loss: 2.7503, grad_norm: 2.8896 2020-08-03 14:04:56,041 - mmaction - INFO - Epoch [130][140/3757] lr: 4.939e-02, eta: 4 days, 23:28:29, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6406, loss_cls: 2.7846, loss: 2.7846, grad_norm: 2.8825 2020-08-03 14:05:11,798 - mmaction - INFO - Epoch [130][160/3757] lr: 4.939e-02, eta: 4 days, 23:23:34, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6398, loss_cls: 2.8048, loss: 2.8048, grad_norm: 2.9258 2020-08-03 14:05:27,575 - mmaction - INFO - Epoch [130][180/3757] lr: 4.939e-02, eta: 4 days, 23:18:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6375, loss_cls: 2.7379, loss: 2.7379, grad_norm: 2.8638 2020-08-03 14:05:43,390 - mmaction - INFO - Epoch [130][200/3757] lr: 4.939e-02, eta: 4 days, 23:14:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6414, loss_cls: 2.7015, loss: 2.7015, grad_norm: 2.8649 2020-08-03 14:05:59,241 - mmaction - INFO - Epoch [130][220/3757] lr: 4.939e-02, eta: 4 days, 23:09:26, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6477, loss_cls: 2.6530, loss: 2.6530, grad_norm: 2.8128 2020-08-03 14:06:15,079 - mmaction - INFO - Epoch [130][240/3757] lr: 4.939e-02, eta: 4 days, 23:04:51, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6516, loss_cls: 2.6757, loss: 2.6757, grad_norm: 2.8731 2020-08-03 14:06:30,938 - mmaction - INFO - Epoch [130][260/3757] lr: 4.939e-02, eta: 4 days, 23:00:21, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6312, loss_cls: 2.7488, loss: 2.7488, grad_norm: 2.9146 2020-08-03 14:06:46,732 - mmaction - INFO - Epoch [130][280/3757] lr: 4.939e-02, eta: 4 days, 22:55:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6445, loss_cls: 2.7401, loss: 2.7401, grad_norm: 2.8860 2020-08-03 14:07:02,546 - mmaction - INFO - Epoch [130][300/3757] lr: 4.939e-02, eta: 4 days, 22:51:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6602, loss_cls: 2.6604, loss: 2.6604, grad_norm: 2.8449 2020-08-03 14:07:18,381 - mmaction - INFO - Epoch [130][320/3757] lr: 4.939e-02, eta: 4 days, 22:46:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6320, loss_cls: 2.8175, loss: 2.8175, grad_norm: 2.8725 2020-08-03 14:07:34,245 - mmaction - INFO - Epoch [130][340/3757] lr: 4.939e-02, eta: 4 days, 22:42:26, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6609, loss_cls: 2.6970, loss: 2.6970, grad_norm: 2.8789 2020-08-03 14:07:51,030 - mmaction - INFO - Epoch [130][360/3757] lr: 4.939e-02, eta: 4 days, 22:40:03, time: 0.842, data_time: 0.006, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6430, loss_cls: 2.7911, loss: 2.7911, grad_norm: 2.9371 2020-08-03 14:08:08,705 - mmaction - INFO - Epoch [130][380/3757] lr: 4.939e-02, eta: 4 days, 22:39:17, time: 0.884, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6320, loss_cls: 2.8353, loss: 2.8353, grad_norm: 2.9243 2020-08-03 14:08:24,501 - mmaction - INFO - Epoch [130][400/3757] lr: 4.939e-02, eta: 4 days, 22:34:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6477, loss_cls: 2.7909, loss: 2.7909, grad_norm: 2.9282 2020-08-03 14:08:40,312 - mmaction - INFO - Epoch [130][420/3757] lr: 4.939e-02, eta: 4 days, 22:30:37, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6570, loss_cls: 2.7089, loss: 2.7089, grad_norm: 2.9018 2020-08-03 14:08:56,154 - mmaction - INFO - Epoch [130][440/3757] lr: 4.939e-02, eta: 4 days, 22:26:23, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6469, loss_cls: 2.6856, loss: 2.6856, grad_norm: 2.8373 2020-08-03 14:09:11,961 - mmaction - INFO - Epoch [130][460/3757] lr: 4.939e-02, eta: 4 days, 22:22:12, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6188, loss_cls: 2.8311, loss: 2.8311, grad_norm: 2.9971 2020-08-03 14:09:27,739 - mmaction - INFO - Epoch [130][480/3757] lr: 4.939e-02, eta: 4 days, 22:17:58, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6414, loss_cls: 2.7376, loss: 2.7376, grad_norm: 3.0305 2020-08-03 14:09:43,581 - mmaction - INFO - Epoch [130][500/3757] lr: 4.939e-02, eta: 4 days, 22:13:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6500, loss_cls: 2.7560, loss: 2.7560, grad_norm: 2.9165 2020-08-03 14:09:59,403 - mmaction - INFO - Epoch [130][520/3757] lr: 4.939e-02, eta: 4 days, 22:09:48, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6414, loss_cls: 2.6719, loss: 2.6719, grad_norm: 2.8227 2020-08-03 14:10:15,204 - mmaction - INFO - Epoch [130][540/3757] lr: 4.939e-02, eta: 4 days, 22:05:44, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6602, loss_cls: 2.6923, loss: 2.6923, grad_norm: 2.8987 2020-08-03 14:10:30,977 - mmaction - INFO - Epoch [130][560/3757] lr: 4.939e-02, eta: 4 days, 22:01:36, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6320, loss_cls: 2.7802, loss: 2.7802, grad_norm: 2.9251 2020-08-03 14:10:46,768 - mmaction - INFO - Epoch [130][580/3757] lr: 4.939e-02, eta: 4 days, 21:57:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6297, loss_cls: 2.7916, loss: 2.7916, grad_norm: 2.8786 2020-08-03 14:11:02,509 - mmaction - INFO - Epoch [130][600/3757] lr: 4.939e-02, eta: 4 days, 21:53:29, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6500, loss_cls: 2.7012, loss: 2.7012, grad_norm: 2.9034 2020-08-03 14:11:18,324 - mmaction - INFO - Epoch [130][620/3757] lr: 4.939e-02, eta: 4 days, 21:49:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6617, loss_cls: 2.6360, loss: 2.6360, grad_norm: 2.7994 2020-08-03 14:11:34,155 - mmaction - INFO - Epoch [130][640/3757] lr: 4.939e-02, eta: 4 days, 21:45:43, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6539, loss_cls: 2.6663, loss: 2.6663, grad_norm: 2.8552 2020-08-03 14:11:49,906 - mmaction - INFO - Epoch [130][660/3757] lr: 4.939e-02, eta: 4 days, 21:41:45, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6602, loss_cls: 2.6403, loss: 2.6403, grad_norm: 2.8558 2020-08-03 14:12:05,732 - mmaction - INFO - Epoch [130][680/3757] lr: 4.939e-02, eta: 4 days, 21:37:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6344, loss_cls: 2.7182, loss: 2.7182, grad_norm: 2.9213 2020-08-03 14:12:21,623 - mmaction - INFO - Epoch [130][700/3757] lr: 4.939e-02, eta: 4 days, 21:34:16, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6438, loss_cls: 2.7608, loss: 2.7608, grad_norm: 2.9180 2020-08-03 14:12:37,401 - mmaction - INFO - Epoch [130][720/3757] lr: 4.939e-02, eta: 4 days, 21:30:27, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6531, loss_cls: 2.6575, loss: 2.6575, grad_norm: 2.9148 2020-08-03 14:12:53,229 - mmaction - INFO - Epoch [130][740/3757] lr: 4.939e-02, eta: 4 days, 21:26:45, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6469, loss_cls: 2.6310, loss: 2.6310, grad_norm: 3.0020 2020-08-03 14:13:09,074 - mmaction - INFO - Epoch [130][760/3757] lr: 4.939e-02, eta: 4 days, 21:23:06, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6516, loss_cls: 2.7347, loss: 2.7347, grad_norm: 2.9224 2020-08-03 14:13:24,822 - mmaction - INFO - Epoch [130][780/3757] lr: 4.939e-02, eta: 4 days, 21:19:20, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6164, loss_cls: 2.8307, loss: 2.8307, grad_norm: 2.9277 2020-08-03 14:13:40,623 - mmaction - INFO - Epoch [130][800/3757] lr: 4.939e-02, eta: 4 days, 21:15:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6578, loss_cls: 2.6853, loss: 2.6853, grad_norm: 2.8314 2020-08-03 14:13:56,444 - mmaction - INFO - Epoch [130][820/3757] lr: 4.939e-02, eta: 4 days, 21:12:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6508, loss_cls: 2.7055, loss: 2.7055, grad_norm: 2.9463 2020-08-03 14:14:12,312 - mmaction - INFO - Epoch [130][840/3757] lr: 4.939e-02, eta: 4 days, 21:08:36, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6555, loss_cls: 2.6442, loss: 2.6442, grad_norm: 2.8596 2020-08-03 14:14:28,082 - mmaction - INFO - Epoch [130][860/3757] lr: 4.939e-02, eta: 4 days, 21:04:58, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6484, loss_cls: 2.6193, loss: 2.6193, grad_norm: 2.8443 2020-08-03 14:14:43,885 - mmaction - INFO - Epoch [130][880/3757] lr: 4.939e-02, eta: 4 days, 21:01:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6328, loss_cls: 2.8159, loss: 2.8159, grad_norm: 2.9636 2020-08-03 14:14:59,687 - mmaction - INFO - Epoch [130][900/3757] lr: 4.939e-02, eta: 4 days, 20:57:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6258, loss_cls: 2.7569, loss: 2.7569, grad_norm: 2.9459 2020-08-03 14:15:15,493 - mmaction - INFO - Epoch [130][920/3757] lr: 4.939e-02, eta: 4 days, 20:54:25, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6469, loss_cls: 2.7378, loss: 2.7378, grad_norm: 2.8965 2020-08-03 14:15:31,251 - mmaction - INFO - Epoch [130][940/3757] lr: 4.939e-02, eta: 4 days, 20:50:53, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6578, loss_cls: 2.6956, loss: 2.6956, grad_norm: 2.8356 2020-08-03 14:15:47,103 - mmaction - INFO - Epoch [130][960/3757] lr: 4.939e-02, eta: 4 days, 20:47:32, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6492, loss_cls: 2.7199, loss: 2.7199, grad_norm: 2.8816 2020-08-03 14:16:03,052 - mmaction - INFO - Epoch [130][980/3757] lr: 4.939e-02, eta: 4 days, 20:44:23, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6406, loss_cls: 2.7131, loss: 2.7131, grad_norm: 2.9198 2020-08-03 14:16:18,793 - mmaction - INFO - Epoch [130][1000/3757] lr: 4.939e-02, eta: 4 days, 20:40:54, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6211, loss_cls: 2.8288, loss: 2.8288, grad_norm: 2.8591 2020-08-03 14:16:34,636 - mmaction - INFO - Epoch [130][1020/3757] lr: 4.939e-02, eta: 4 days, 20:37:37, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6352, loss_cls: 2.7992, loss: 2.7992, grad_norm: 2.8686 2020-08-03 14:16:50,321 - mmaction - INFO - Epoch [130][1040/3757] lr: 4.939e-02, eta: 4 days, 20:34:06, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6672, loss_cls: 2.6648, loss: 2.6648, grad_norm: 2.8302 2020-08-03 14:17:06,122 - mmaction - INFO - Epoch [130][1060/3757] lr: 4.939e-02, eta: 4 days, 20:30:47, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6484, loss_cls: 2.8058, loss: 2.8058, grad_norm: 2.9219 2020-08-03 14:17:22,602 - mmaction - INFO - Epoch [130][1080/3757] lr: 4.939e-02, eta: 4 days, 20:28:36, time: 0.823, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6305, loss_cls: 2.8093, loss: 2.8093, grad_norm: 2.8609 2020-08-03 14:17:38,436 - mmaction - INFO - Epoch [130][1100/3757] lr: 4.939e-02, eta: 4 days, 20:25:24, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6383, loss_cls: 2.7298, loss: 2.7298, grad_norm: 2.9009 2020-08-03 14:17:54,278 - mmaction - INFO - Epoch [130][1120/3757] lr: 4.939e-02, eta: 4 days, 20:22:15, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6430, loss_cls: 2.7736, loss: 2.7736, grad_norm: 2.8189 2020-08-03 14:18:10,127 - mmaction - INFO - Epoch [130][1140/3757] lr: 4.939e-02, eta: 4 days, 20:19:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.7609, loss: 2.7609, grad_norm: 2.8914 2020-08-03 14:18:26,391 - mmaction - INFO - Epoch [130][1160/3757] lr: 4.939e-02, eta: 4 days, 20:16:40, time: 0.814, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6625, loss_cls: 2.6551, loss: 2.6551, grad_norm: 2.8270 2020-08-03 14:18:43,068 - mmaction - INFO - Epoch [130][1180/3757] lr: 4.939e-02, eta: 4 days, 20:14:54, time: 0.833, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6398, loss_cls: 2.7765, loss: 2.7765, grad_norm: 2.9267 2020-08-03 14:18:59,769 - mmaction - INFO - Epoch [130][1200/3757] lr: 4.939e-02, eta: 4 days, 20:13:12, time: 0.835, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6344, loss_cls: 2.7195, loss: 2.7195, grad_norm: 2.9449 2020-08-03 14:19:15,710 - mmaction - INFO - Epoch [130][1220/3757] lr: 4.939e-02, eta: 4 days, 20:10:18, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6539, loss_cls: 2.6677, loss: 2.6677, grad_norm: 2.8801 2020-08-03 14:19:32,014 - mmaction - INFO - Epoch [130][1240/3757] lr: 4.939e-02, eta: 4 days, 20:07:58, time: 0.815, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6305, loss_cls: 2.7831, loss: 2.7831, grad_norm: 2.8893 2020-08-03 14:19:48,623 - mmaction - INFO - Epoch [130][1260/3757] lr: 4.939e-02, eta: 4 days, 20:06:10, time: 0.831, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6492, loss_cls: 2.6771, loss: 2.6771, grad_norm: 2.9295 2020-08-03 14:20:04,802 - mmaction - INFO - Epoch [130][1280/3757] lr: 4.939e-02, eta: 4 days, 20:03:42, time: 0.809, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6609, loss_cls: 2.6452, loss: 2.6452, grad_norm: 2.8798 2020-08-03 14:20:22,811 - mmaction - INFO - Epoch [130][1300/3757] lr: 4.939e-02, eta: 4 days, 20:04:05, time: 0.900, data_time: 0.001, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6352, loss_cls: 2.7702, loss: 2.7702, grad_norm: 2.8827 2020-08-03 14:20:39,201 - mmaction - INFO - Epoch [130][1320/3757] lr: 4.939e-02, eta: 4 days, 20:01:58, time: 0.820, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6586, loss_cls: 2.6499, loss: 2.6499, grad_norm: 2.8134 2020-08-03 14:20:55,601 - mmaction - INFO - Epoch [130][1340/3757] lr: 4.939e-02, eta: 4 days, 19:59:53, time: 0.821, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6250, loss_cls: 2.8320, loss: 2.8320, grad_norm: 2.8656 2020-08-03 14:21:11,635 - mmaction - INFO - Epoch [130][1360/3757] lr: 4.939e-02, eta: 4 days, 19:57:14, time: 0.801, data_time: 0.013, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6586, loss_cls: 2.6224, loss: 2.6224, grad_norm: 2.7879 2020-08-03 14:21:27,430 - mmaction - INFO - Epoch [130][1380/3757] lr: 4.939e-02, eta: 4 days, 19:54:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6492, loss_cls: 2.7510, loss: 2.7510, grad_norm: 2.9409 2020-08-03 14:21:43,732 - mmaction - INFO - Epoch [130][1400/3757] lr: 4.939e-02, eta: 4 days, 19:52:03, time: 0.816, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6453, loss_cls: 2.7325, loss: 2.7325, grad_norm: 2.8605 2020-08-03 14:21:59,535 - mmaction - INFO - Epoch [130][1420/3757] lr: 4.939e-02, eta: 4 days, 19:49:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6328, loss_cls: 2.7329, loss: 2.7329, grad_norm: 2.8344 2020-08-03 14:22:15,357 - mmaction - INFO - Epoch [130][1440/3757] lr: 4.939e-02, eta: 4 days, 19:46:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6484, loss_cls: 2.7007, loss: 2.7007, grad_norm: 2.9081 2020-08-03 14:22:31,264 - mmaction - INFO - Epoch [130][1460/3757] lr: 4.939e-02, eta: 4 days, 19:43:26, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6258, loss_cls: 2.8053, loss: 2.8053, grad_norm: 2.9774 2020-08-03 14:22:46,971 - mmaction - INFO - Epoch [130][1480/3757] lr: 4.939e-02, eta: 4 days, 19:40:26, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6273, loss_cls: 2.8324, loss: 2.8324, grad_norm: 2.9332 2020-08-03 14:23:02,859 - mmaction - INFO - Epoch [130][1500/3757] lr: 4.939e-02, eta: 4 days, 19:37:40, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6555, loss_cls: 2.7299, loss: 2.7299, grad_norm: 2.9127 2020-08-03 14:23:18,724 - mmaction - INFO - Epoch [130][1520/3757] lr: 4.939e-02, eta: 4 days, 19:34:55, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6453, loss_cls: 2.7482, loss: 2.7482, grad_norm: 2.9989 2020-08-03 14:23:34,561 - mmaction - INFO - Epoch [130][1540/3757] lr: 4.939e-02, eta: 4 days, 19:32:07, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6453, loss_cls: 2.7386, loss: 2.7386, grad_norm: 2.9680 2020-08-03 14:23:50,317 - mmaction - INFO - Epoch [130][1560/3757] lr: 4.939e-02, eta: 4 days, 19:29:16, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6484, loss_cls: 2.6550, loss: 2.6550, grad_norm: 2.8374 2020-08-03 14:24:06,114 - mmaction - INFO - Epoch [130][1580/3757] lr: 4.939e-02, eta: 4 days, 19:26:29, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6617, loss_cls: 2.6073, loss: 2.6073, grad_norm: 2.8855 2020-08-03 14:24:21,902 - mmaction - INFO - Epoch [130][1600/3757] lr: 4.939e-02, eta: 4 days, 19:23:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6406, loss_cls: 2.7029, loss: 2.7029, grad_norm: 2.9931 2020-08-03 14:24:37,673 - mmaction - INFO - Epoch [130][1620/3757] lr: 4.939e-02, eta: 4 days, 19:20:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6391, loss_cls: 2.7244, loss: 2.7244, grad_norm: 2.8953 2020-08-03 14:24:53,392 - mmaction - INFO - Epoch [130][1640/3757] lr: 4.939e-02, eta: 4 days, 19:18:02, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6117, loss_cls: 2.8476, loss: 2.8476, grad_norm: 3.0330 2020-08-03 14:25:09,229 - mmaction - INFO - Epoch [130][1660/3757] lr: 4.939e-02, eta: 4 days, 19:15:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6281, loss_cls: 2.7750, loss: 2.7750, grad_norm: 2.8835 2020-08-03 14:25:25,032 - mmaction - INFO - Epoch [130][1680/3757] lr: 4.939e-02, eta: 4 days, 19:12:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6703, loss_cls: 2.6132, loss: 2.6132, grad_norm: 2.8421 2020-08-03 14:25:40,845 - mmaction - INFO - Epoch [130][1700/3757] lr: 4.939e-02, eta: 4 days, 19:10:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6398, loss_cls: 2.7809, loss: 2.7809, grad_norm: 2.9054 2020-08-03 14:25:56,606 - mmaction - INFO - Epoch [130][1720/3757] lr: 4.939e-02, eta: 4 days, 19:07:18, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6398, loss_cls: 2.7619, loss: 2.7619, grad_norm: 2.9958 2020-08-03 14:26:12,425 - mmaction - INFO - Epoch [130][1740/3757] lr: 4.939e-02, eta: 4 days, 19:04:39, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6602, loss_cls: 2.6362, loss: 2.6362, grad_norm: 2.8467 2020-08-03 14:26:28,127 - mmaction - INFO - Epoch [130][1760/3757] lr: 4.939e-02, eta: 4 days, 19:01:53, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6414, loss_cls: 2.7572, loss: 2.7572, grad_norm: 2.9086 2020-08-03 14:26:43,932 - mmaction - INFO - Epoch [130][1780/3757] lr: 4.939e-02, eta: 4 days, 18:59:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6547, loss_cls: 2.6799, loss: 2.6799, grad_norm: 2.9262 2020-08-03 14:26:59,748 - mmaction - INFO - Epoch [130][1800/3757] lr: 4.939e-02, eta: 4 days, 18:56:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6375, loss_cls: 2.7919, loss: 2.7919, grad_norm: 2.9694 2020-08-03 14:27:15,548 - mmaction - INFO - Epoch [130][1820/3757] lr: 4.939e-02, eta: 4 days, 18:54:09, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6422, loss_cls: 2.7572, loss: 2.7572, grad_norm: 2.9411 2020-08-03 14:27:31,345 - mmaction - INFO - Epoch [130][1840/3757] lr: 4.939e-02, eta: 4 days, 18:51:35, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6539, loss_cls: 2.6365, loss: 2.6365, grad_norm: 2.8628 2020-08-03 14:27:47,161 - mmaction - INFO - Epoch [130][1860/3757] lr: 4.939e-02, eta: 4 days, 18:49:04, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6469, loss_cls: 2.7374, loss: 2.7374, grad_norm: 2.9619 2020-08-03 14:28:02,962 - mmaction - INFO - Epoch [130][1880/3757] lr: 4.939e-02, eta: 4 days, 18:46:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6336, loss_cls: 2.7815, loss: 2.7815, grad_norm: 2.9237 2020-08-03 14:28:18,828 - mmaction - INFO - Epoch [130][1900/3757] lr: 4.939e-02, eta: 4 days, 18:44:07, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6523, loss_cls: 2.7012, loss: 2.7012, grad_norm: 3.0020 2020-08-03 14:28:34,715 - mmaction - INFO - Epoch [130][1920/3757] lr: 4.939e-02, eta: 4 days, 18:41:43, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6406, loss_cls: 2.7062, loss: 2.7062, grad_norm: 2.8683 2020-08-03 14:28:50,600 - mmaction - INFO - Epoch [130][1940/3757] lr: 4.939e-02, eta: 4 days, 18:39:21, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6531, loss_cls: 2.7193, loss: 2.7193, grad_norm: 2.9051 2020-08-03 14:29:06,370 - mmaction - INFO - Epoch [130][1960/3757] lr: 4.939e-02, eta: 4 days, 18:36:50, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6336, loss_cls: 2.7538, loss: 2.7538, grad_norm: 2.9191 2020-08-03 14:29:22,121 - mmaction - INFO - Epoch [130][1980/3757] lr: 4.939e-02, eta: 4 days, 18:34:20, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6172, loss_cls: 2.8608, loss: 2.8608, grad_norm: 2.9425 2020-08-03 14:29:37,903 - mmaction - INFO - Epoch [130][2000/3757] lr: 4.939e-02, eta: 4 days, 18:31:52, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6336, loss_cls: 2.7623, loss: 2.7623, grad_norm: 2.7783 2020-08-03 14:29:53,699 - mmaction - INFO - Epoch [130][2020/3757] lr: 4.939e-02, eta: 4 days, 18:29:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6469, loss_cls: 2.6864, loss: 2.6864, grad_norm: 2.8509 2020-08-03 14:30:09,524 - mmaction - INFO - Epoch [130][2040/3757] lr: 4.939e-02, eta: 4 days, 18:27:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6359, loss_cls: 2.8138, loss: 2.8138, grad_norm: 2.9100 2020-08-03 14:30:25,348 - mmaction - INFO - Epoch [130][2060/3757] lr: 4.939e-02, eta: 4 days, 18:24:43, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6461, loss_cls: 2.7556, loss: 2.7556, grad_norm: 2.8690 2020-08-03 14:30:41,139 - mmaction - INFO - Epoch [130][2080/3757] lr: 4.939e-02, eta: 4 days, 18:22:19, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6320, loss_cls: 2.7467, loss: 2.7467, grad_norm: 2.8638 2020-08-03 14:30:56,877 - mmaction - INFO - Epoch [130][2100/3757] lr: 4.939e-02, eta: 4 days, 18:19:53, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6492, loss_cls: 2.7273, loss: 2.7273, grad_norm: 2.8965 2020-08-03 14:31:12,679 - mmaction - INFO - Epoch [130][2120/3757] lr: 4.939e-02, eta: 4 days, 18:17:27, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6273, loss_cls: 2.7289, loss: 2.7289, grad_norm: 2.8782 2020-08-03 14:31:28,495 - mmaction - INFO - Epoch [130][2140/3757] lr: 4.939e-02, eta: 4 days, 18:15:13, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6180, loss_cls: 2.8563, loss: 2.8563, grad_norm: 2.8422 2020-08-03 14:31:44,252 - mmaction - INFO - Epoch [130][2160/3757] lr: 4.939e-02, eta: 4 days, 18:12:50, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6164, loss_cls: 2.7995, loss: 2.7995, grad_norm: 2.8675 2020-08-03 14:32:00,196 - mmaction - INFO - Epoch [130][2180/3757] lr: 4.939e-02, eta: 4 days, 18:10:43, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6312, loss_cls: 2.8007, loss: 2.8007, grad_norm: 2.9445 2020-08-03 14:32:15,951 - mmaction - INFO - Epoch [130][2200/3757] lr: 4.939e-02, eta: 4 days, 18:08:23, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6461, loss_cls: 2.7384, loss: 2.7384, grad_norm: 2.9131 2020-08-03 14:32:31,788 - mmaction - INFO - Epoch [130][2220/3757] lr: 4.939e-02, eta: 4 days, 18:06:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6289, loss_cls: 2.7735, loss: 2.7735, grad_norm: 2.9717 2020-08-03 14:32:47,458 - mmaction - INFO - Epoch [130][2240/3757] lr: 4.939e-02, eta: 4 days, 18:03:41, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6445, loss_cls: 2.7013, loss: 2.7013, grad_norm: 2.8779 2020-08-03 14:33:03,256 - mmaction - INFO - Epoch [130][2260/3757] lr: 4.939e-02, eta: 4 days, 18:01:26, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6578, loss_cls: 2.6923, loss: 2.6923, grad_norm: 2.8841 2020-08-03 14:33:19,076 - mmaction - INFO - Epoch [130][2280/3757] lr: 4.939e-02, eta: 4 days, 17:59:13, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6500, loss_cls: 2.7527, loss: 2.7527, grad_norm: 2.9649 2020-08-03 14:33:34,895 - mmaction - INFO - Epoch [130][2300/3757] lr: 4.939e-02, eta: 4 days, 17:57:02, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6141, loss_cls: 2.8466, loss: 2.8466, grad_norm: 2.9039 2020-08-03 14:33:50,708 - mmaction - INFO - Epoch [130][2320/3757] lr: 4.939e-02, eta: 4 days, 17:54:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6383, loss_cls: 2.7451, loss: 2.7451, grad_norm: 2.8606 2020-08-03 14:34:06,474 - mmaction - INFO - Epoch [130][2340/3757] lr: 4.939e-02, eta: 4 days, 17:52:35, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6422, loss_cls: 2.7523, loss: 2.7523, grad_norm: 2.8511 2020-08-03 14:34:22,306 - mmaction - INFO - Epoch [130][2360/3757] lr: 4.939e-02, eta: 4 days, 17:50:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6500, loss_cls: 2.6841, loss: 2.6841, grad_norm: 2.9312 2020-08-03 14:34:38,129 - mmaction - INFO - Epoch [130][2380/3757] lr: 4.939e-02, eta: 4 days, 17:48:17, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6336, loss_cls: 2.7894, loss: 2.7894, grad_norm: 2.9288 2020-08-03 14:34:53,923 - mmaction - INFO - Epoch [130][2400/3757] lr: 4.939e-02, eta: 4 days, 17:46:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6375, loss_cls: 2.7516, loss: 2.7516, grad_norm: 2.8749 2020-08-03 14:35:09,787 - mmaction - INFO - Epoch [130][2420/3757] lr: 4.939e-02, eta: 4 days, 17:44:03, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6430, loss_cls: 2.6965, loss: 2.6965, grad_norm: 2.9247 2020-08-03 14:35:25,581 - mmaction - INFO - Epoch [130][2440/3757] lr: 4.939e-02, eta: 4 days, 17:41:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6023, loss_cls: 2.8527, loss: 2.8527, grad_norm: 2.8441 2020-08-03 14:35:41,360 - mmaction - INFO - Epoch [130][2460/3757] lr: 4.939e-02, eta: 4 days, 17:39:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6523, loss_cls: 2.6677, loss: 2.6677, grad_norm: 2.7882 2020-08-03 14:35:57,151 - mmaction - INFO - Epoch [130][2480/3757] lr: 4.939e-02, eta: 4 days, 17:37:38, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6453, loss_cls: 2.7518, loss: 2.7518, grad_norm: 2.9609 2020-08-03 14:36:12,933 - mmaction - INFO - Epoch [130][2500/3757] lr: 4.939e-02, eta: 4 days, 17:35:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6328, loss_cls: 2.8652, loss: 2.8652, grad_norm: 2.9091 2020-08-03 14:36:28,733 - mmaction - INFO - Epoch [130][2520/3757] lr: 4.939e-02, eta: 4 days, 17:33:25, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6492, loss_cls: 2.7082, loss: 2.7082, grad_norm: 2.8520 2020-08-03 14:36:44,577 - mmaction - INFO - Epoch [130][2540/3757] lr: 4.939e-02, eta: 4 days, 17:31:24, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6500, loss_cls: 2.6722, loss: 2.6722, grad_norm: 2.8647 2020-08-03 14:37:00,317 - mmaction - INFO - Epoch [130][2560/3757] lr: 4.939e-02, eta: 4 days, 17:29:15, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6539, loss_cls: 2.7208, loss: 2.7208, grad_norm: 2.9145 2020-08-03 14:37:16,012 - mmaction - INFO - Epoch [130][2580/3757] lr: 4.939e-02, eta: 4 days, 17:27:04, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6617, loss_cls: 2.7048, loss: 2.7048, grad_norm: 2.8110 2020-08-03 14:37:31,788 - mmaction - INFO - Epoch [130][2600/3757] lr: 4.939e-02, eta: 4 days, 17:24:59, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6586, loss_cls: 2.7014, loss: 2.7014, grad_norm: 2.9154 2020-08-03 14:37:47,581 - mmaction - INFO - Epoch [130][2620/3757] lr: 4.939e-02, eta: 4 days, 17:22:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6383, loss_cls: 2.7513, loss: 2.7513, grad_norm: 2.8649 2020-08-03 14:38:03,396 - mmaction - INFO - Epoch [130][2640/3757] lr: 4.939e-02, eta: 4 days, 17:20:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6266, loss_cls: 2.7963, loss: 2.7963, grad_norm: 2.9108 2020-08-03 14:38:19,241 - mmaction - INFO - Epoch [130][2660/3757] lr: 4.939e-02, eta: 4 days, 17:18:58, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6203, loss_cls: 2.8320, loss: 2.8320, grad_norm: 2.8497 2020-08-03 14:38:34,949 - mmaction - INFO - Epoch [130][2680/3757] lr: 4.939e-02, eta: 4 days, 17:16:53, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6523, loss_cls: 2.7312, loss: 2.7312, grad_norm: 2.8098 2020-08-03 14:38:50,732 - mmaction - INFO - Epoch [130][2700/3757] lr: 4.939e-02, eta: 4 days, 17:14:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6578, loss_cls: 2.6587, loss: 2.6587, grad_norm: 2.8855 2020-08-03 14:39:06,574 - mmaction - INFO - Epoch [130][2720/3757] lr: 4.939e-02, eta: 4 days, 17:12:55, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6547, loss_cls: 2.6818, loss: 2.6818, grad_norm: 2.8461 2020-08-03 14:39:22,341 - mmaction - INFO - Epoch [130][2740/3757] lr: 4.939e-02, eta: 4 days, 17:10:55, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6273, loss_cls: 2.7746, loss: 2.7746, grad_norm: 2.8892 2020-08-03 14:39:38,106 - mmaction - INFO - Epoch [130][2760/3757] lr: 4.939e-02, eta: 4 days, 17:08:55, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6273, loss_cls: 2.7923, loss: 2.7923, grad_norm: 2.8830 2020-08-03 14:39:53,941 - mmaction - INFO - Epoch [130][2780/3757] lr: 4.939e-02, eta: 4 days, 17:07:01, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6516, loss_cls: 2.7057, loss: 2.7057, grad_norm: 2.9356 2020-08-03 14:40:09,727 - mmaction - INFO - Epoch [130][2800/3757] lr: 4.939e-02, eta: 4 days, 17:05:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6398, loss_cls: 2.8054, loss: 2.8054, grad_norm: 2.9021 2020-08-03 14:40:25,543 - mmaction - INFO - Epoch [130][2820/3757] lr: 4.939e-02, eta: 4 days, 17:03:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6484, loss_cls: 2.7812, loss: 2.7812, grad_norm: 2.8432 2020-08-03 14:40:41,393 - mmaction - INFO - Epoch [130][2840/3757] lr: 4.939e-02, eta: 4 days, 17:01:18, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6570, loss_cls: 2.7331, loss: 2.7331, grad_norm: 2.8660 2020-08-03 14:40:57,280 - mmaction - INFO - Epoch [130][2860/3757] lr: 4.939e-02, eta: 4 days, 16:59:30, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6258, loss_cls: 2.7984, loss: 2.7984, grad_norm: 2.9115 2020-08-03 14:41:12,944 - mmaction - INFO - Epoch [130][2880/3757] lr: 4.939e-02, eta: 4 days, 16:57:27, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6312, loss_cls: 2.7966, loss: 2.7966, grad_norm: 2.8370 2020-08-03 14:41:28,738 - mmaction - INFO - Epoch [130][2900/3757] lr: 4.939e-02, eta: 4 days, 16:55:32, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6602, loss_cls: 2.7297, loss: 2.7297, grad_norm: 2.8687 2020-08-03 14:41:44,567 - mmaction - INFO - Epoch [130][2920/3757] lr: 4.939e-02, eta: 4 days, 16:53:42, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6430, loss_cls: 2.7242, loss: 2.7242, grad_norm: 2.8553 2020-08-03 14:42:00,321 - mmaction - INFO - Epoch [130][2940/3757] lr: 4.939e-02, eta: 4 days, 16:51:47, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6461, loss_cls: 2.6686, loss: 2.6686, grad_norm: 2.8375 2020-08-03 14:42:16,088 - mmaction - INFO - Epoch [130][2960/3757] lr: 4.939e-02, eta: 4 days, 16:49:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6406, loss_cls: 2.7519, loss: 2.7519, grad_norm: 2.9269 2020-08-03 14:42:31,969 - mmaction - INFO - Epoch [130][2980/3757] lr: 4.939e-02, eta: 4 days, 16:48:08, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6742, loss_cls: 2.6109, loss: 2.6109, grad_norm: 2.8234 2020-08-03 14:42:47,685 - mmaction - INFO - Epoch [130][3000/3757] lr: 4.939e-02, eta: 4 days, 16:46:10, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6516, loss_cls: 2.6478, loss: 2.6478, grad_norm: 2.8397 2020-08-03 14:43:03,509 - mmaction - INFO - Epoch [130][3020/3757] lr: 4.939e-02, eta: 4 days, 16:44:23, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6367, loss_cls: 2.7789, loss: 2.7789, grad_norm: 2.8956 2020-08-03 14:43:19,283 - mmaction - INFO - Epoch [130][3040/3757] lr: 4.939e-02, eta: 4 days, 16:42:31, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.7980, loss: 2.7980, grad_norm: 2.9133 2020-08-03 14:43:35,121 - mmaction - INFO - Epoch [130][3060/3757] lr: 4.939e-02, eta: 4 days, 16:40:46, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6383, loss_cls: 2.7447, loss: 2.7447, grad_norm: 2.9173 2020-08-03 14:43:50,924 - mmaction - INFO - Epoch [130][3080/3757] lr: 4.939e-02, eta: 4 days, 16:38:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6578, loss_cls: 2.7158, loss: 2.7158, grad_norm: 2.9404 2020-08-03 14:44:06,801 - mmaction - INFO - Epoch [130][3100/3757] lr: 4.939e-02, eta: 4 days, 16:37:15, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6750, loss_cls: 2.6133, loss: 2.6133, grad_norm: 2.8967 2020-08-03 14:44:22,538 - mmaction - INFO - Epoch [130][3120/3757] lr: 4.939e-02, eta: 4 days, 16:35:24, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6687, loss_cls: 2.6358, loss: 2.6358, grad_norm: 2.8505 2020-08-03 14:44:38,317 - mmaction - INFO - Epoch [130][3140/3757] lr: 4.939e-02, eta: 4 days, 16:33:36, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6422, loss_cls: 2.7694, loss: 2.7694, grad_norm: 2.9260 2020-08-03 14:44:54,072 - mmaction - INFO - Epoch [130][3160/3757] lr: 4.939e-02, eta: 4 days, 16:31:47, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6328, loss_cls: 2.8484, loss: 2.8484, grad_norm: 2.9112 2020-08-03 14:45:09,869 - mmaction - INFO - Epoch [130][3180/3757] lr: 4.939e-02, eta: 4 days, 16:30:01, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6305, loss_cls: 2.7427, loss: 2.7427, grad_norm: 2.8553 2020-08-03 14:45:25,747 - mmaction - INFO - Epoch [130][3200/3757] lr: 4.939e-02, eta: 4 days, 16:28:21, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6352, loss_cls: 2.7850, loss: 2.7850, grad_norm: 2.8786 2020-08-03 14:45:41,547 - mmaction - INFO - Epoch [130][3220/3757] lr: 4.939e-02, eta: 4 days, 16:26:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6414, loss_cls: 2.7300, loss: 2.7300, grad_norm: 2.8608 2020-08-03 14:45:57,334 - mmaction - INFO - Epoch [130][3240/3757] lr: 4.939e-02, eta: 4 days, 16:24:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6430, loss_cls: 2.7723, loss: 2.7723, grad_norm: 3.0140 2020-08-03 14:46:13,063 - mmaction - INFO - Epoch [130][3260/3757] lr: 4.939e-02, eta: 4 days, 16:23:03, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6344, loss_cls: 2.7813, loss: 2.7813, grad_norm: 2.9502 2020-08-03 14:46:28,811 - mmaction - INFO - Epoch [130][3280/3757] lr: 4.939e-02, eta: 4 days, 16:21:17, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6555, loss_cls: 2.7574, loss: 2.7574, grad_norm: 2.9284 2020-08-03 14:46:44,614 - mmaction - INFO - Epoch [130][3300/3757] lr: 4.939e-02, eta: 4 days, 16:19:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.7571, loss: 2.7571, grad_norm: 2.9111 2020-08-03 14:47:00,457 - mmaction - INFO - Epoch [130][3320/3757] lr: 4.939e-02, eta: 4 days, 16:17:53, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6336, loss_cls: 2.7821, loss: 2.7821, grad_norm: 2.9284 2020-08-03 14:47:16,237 - mmaction - INFO - Epoch [130][3340/3757] lr: 4.939e-02, eta: 4 days, 16:16:12, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6484, loss_cls: 2.7176, loss: 2.7176, grad_norm: 2.9472 2020-08-03 14:47:32,073 - mmaction - INFO - Epoch [130][3360/3757] lr: 4.939e-02, eta: 4 days, 16:14:34, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6445, loss_cls: 2.7458, loss: 2.7458, grad_norm: 2.8886 2020-08-03 14:47:47,964 - mmaction - INFO - Epoch [130][3380/3757] lr: 4.939e-02, eta: 4 days, 16:13:00, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6633, loss_cls: 2.6485, loss: 2.6485, grad_norm: 2.9386 2020-08-03 14:48:03,671 - mmaction - INFO - Epoch [130][3400/3757] lr: 4.939e-02, eta: 4 days, 16:11:14, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6461, loss_cls: 2.7498, loss: 2.7498, grad_norm: 2.9875 2020-08-03 14:48:19,477 - mmaction - INFO - Epoch [130][3420/3757] lr: 4.939e-02, eta: 4 days, 16:09:35, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6422, loss_cls: 2.7593, loss: 2.7593, grad_norm: 2.8507 2020-08-03 14:48:35,334 - mmaction - INFO - Epoch [130][3440/3757] lr: 4.939e-02, eta: 4 days, 16:07:59, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6398, loss_cls: 2.6987, loss: 2.6987, grad_norm: 2.8249 2020-08-03 14:48:51,131 - mmaction - INFO - Epoch [130][3460/3757] lr: 4.939e-02, eta: 4 days, 16:06:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6453, loss_cls: 2.6975, loss: 2.6975, grad_norm: 2.8948 2020-08-03 14:49:06,915 - mmaction - INFO - Epoch [130][3480/3757] lr: 4.939e-02, eta: 4 days, 16:04:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6188, loss_cls: 2.8560, loss: 2.8560, grad_norm: 2.8950 2020-08-03 14:49:22,601 - mmaction - INFO - Epoch [130][3500/3757] lr: 4.939e-02, eta: 4 days, 16:02:55, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6531, loss_cls: 2.6771, loss: 2.6771, grad_norm: 2.8806 2020-08-03 14:49:38,435 - mmaction - INFO - Epoch [130][3520/3757] lr: 4.939e-02, eta: 4 days, 16:01:21, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6547, loss_cls: 2.7458, loss: 2.7458, grad_norm: 2.8739 2020-08-03 14:49:54,218 - mmaction - INFO - Epoch [130][3540/3757] lr: 4.939e-02, eta: 4 days, 15:59:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6422, loss_cls: 2.7338, loss: 2.7338, grad_norm: 2.7788 2020-08-03 14:50:09,995 - mmaction - INFO - Epoch [130][3560/3757] lr: 4.939e-02, eta: 4 days, 15:58:05, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6477, loss_cls: 2.7060, loss: 2.7060, grad_norm: 2.8179 2020-08-03 14:50:25,831 - mmaction - INFO - Epoch [130][3580/3757] lr: 4.939e-02, eta: 4 days, 15:56:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6414, loss_cls: 2.8127, loss: 2.8127, grad_norm: 2.9328 2020-08-03 14:50:41,590 - mmaction - INFO - Epoch [130][3600/3757] lr: 4.939e-02, eta: 4 days, 15:54:53, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6523, loss_cls: 2.6764, loss: 2.6764, grad_norm: 2.9032 2020-08-03 14:50:57,393 - mmaction - INFO - Epoch [130][3620/3757] lr: 4.939e-02, eta: 4 days, 15:53:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6250, loss_cls: 2.7943, loss: 2.7943, grad_norm: 2.9394 2020-08-03 14:51:13,234 - mmaction - INFO - Epoch [130][3640/3757] lr: 4.939e-02, eta: 4 days, 15:51:47, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6250, loss_cls: 2.8013, loss: 2.8013, grad_norm: 2.8926 2020-08-03 14:51:29,052 - mmaction - INFO - Epoch [130][3660/3757] lr: 4.939e-02, eta: 4 days, 15:50:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6484, loss_cls: 2.7211, loss: 2.7211, grad_norm: 2.8991 2020-08-03 14:51:44,832 - mmaction - INFO - Epoch [130][3680/3757] lr: 4.939e-02, eta: 4 days, 15:48:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6289, loss_cls: 2.7822, loss: 2.7822, grad_norm: 2.9688 2020-08-03 14:52:00,577 - mmaction - INFO - Epoch [130][3700/3757] lr: 4.939e-02, eta: 4 days, 15:47:00, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6422, loss_cls: 2.8071, loss: 2.8071, grad_norm: 2.8507 2020-08-03 14:52:16,359 - mmaction - INFO - Epoch [130][3720/3757] lr: 4.939e-02, eta: 4 days, 15:45:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3523, top5_acc: 0.6352, loss_cls: 2.8759, loss: 2.8759, grad_norm: 2.8775 2020-08-03 14:52:32,189 - mmaction - INFO - Epoch [130][3740/3757] lr: 4.939e-02, eta: 4 days, 15:43:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6414, loss_cls: 2.8088, loss: 2.8088, grad_norm: 2.8734 2020-08-03 14:55:07,103 - mmaction - INFO - Epoch [131][20/3757] lr: 4.877e-02, eta: 4 days, 17:34:48, time: 6.891, data_time: 6.070, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6359, loss_cls: 2.7992, loss: 2.7992, grad_norm: 2.8509 2020-08-03 14:55:22,969 - mmaction - INFO - Epoch [131][40/3757] lr: 4.877e-02, eta: 4 days, 17:33:03, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6727, loss_cls: 2.6549, loss: 2.6549, grad_norm: 2.8712 2020-08-03 14:55:38,771 - mmaction - INFO - Epoch [131][60/3757] lr: 4.877e-02, eta: 4 days, 17:31:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6422, loss_cls: 2.7624, loss: 2.7624, grad_norm: 2.8045 2020-08-03 14:55:54,629 - mmaction - INFO - Epoch [131][80/3757] lr: 4.877e-02, eta: 4 days, 17:29:28, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6555, loss_cls: 2.7694, loss: 2.7694, grad_norm: 2.8872 2020-08-03 14:56:10,437 - mmaction - INFO - Epoch [131][100/3757] lr: 4.877e-02, eta: 4 days, 17:27:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6539, loss_cls: 2.6982, loss: 2.6982, grad_norm: 2.9014 2020-08-03 14:56:26,275 - mmaction - INFO - Epoch [131][120/3757] lr: 4.877e-02, eta: 4 days, 17:25:55, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6594, loss_cls: 2.6332, loss: 2.6332, grad_norm: 2.8248 2020-08-03 14:56:42,130 - mmaction - INFO - Epoch [131][140/3757] lr: 4.877e-02, eta: 4 days, 17:24:10, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6336, loss_cls: 2.7296, loss: 2.7296, grad_norm: 2.8486 2020-08-03 14:56:57,976 - mmaction - INFO - Epoch [131][160/3757] lr: 4.877e-02, eta: 4 days, 17:22:27, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6602, loss_cls: 2.6519, loss: 2.6519, grad_norm: 2.8258 2020-08-03 14:57:13,827 - mmaction - INFO - Epoch [131][180/3757] lr: 4.877e-02, eta: 4 days, 17:20:44, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6352, loss_cls: 2.8178, loss: 2.8178, grad_norm: 2.9511 2020-08-03 14:57:29,650 - mmaction - INFO - Epoch [131][200/3757] lr: 4.877e-02, eta: 4 days, 17:18:59, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6414, loss_cls: 2.6983, loss: 2.6983, grad_norm: 2.8366 2020-08-03 14:57:45,441 - mmaction - INFO - Epoch [131][220/3757] lr: 4.877e-02, eta: 4 days, 17:17:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6523, loss_cls: 2.6820, loss: 2.6820, grad_norm: 2.9266 2020-08-03 14:58:01,262 - mmaction - INFO - Epoch [131][240/3757] lr: 4.877e-02, eta: 4 days, 17:15:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6539, loss_cls: 2.6295, loss: 2.6295, grad_norm: 2.9471 2020-08-03 14:58:17,062 - mmaction - INFO - Epoch [131][260/3757] lr: 4.877e-02, eta: 4 days, 17:13:45, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6367, loss_cls: 2.7404, loss: 2.7404, grad_norm: 2.8919 2020-08-03 14:58:32,909 - mmaction - INFO - Epoch [131][280/3757] lr: 4.877e-02, eta: 4 days, 17:12:03, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6570, loss_cls: 2.6744, loss: 2.6744, grad_norm: 2.8324 2020-08-03 14:58:48,679 - mmaction - INFO - Epoch [131][300/3757] lr: 4.877e-02, eta: 4 days, 17:10:18, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6195, loss_cls: 2.7832, loss: 2.7832, grad_norm: 2.8574 2020-08-03 14:59:04,573 - mmaction - INFO - Epoch [131][320/3757] lr: 4.877e-02, eta: 4 days, 17:08:40, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6438, loss_cls: 2.7267, loss: 2.7267, grad_norm: 2.9646 2020-08-03 14:59:20,300 - mmaction - INFO - Epoch [131][340/3757] lr: 4.877e-02, eta: 4 days, 17:06:54, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6625, loss_cls: 2.7654, loss: 2.7654, grad_norm: 2.9043 2020-08-03 14:59:36,136 - mmaction - INFO - Epoch [131][360/3757] lr: 4.877e-02, eta: 4 days, 17:05:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6406, loss_cls: 2.7404, loss: 2.7404, grad_norm: 2.8863 2020-08-03 14:59:51,923 - mmaction - INFO - Epoch [131][380/3757] lr: 4.877e-02, eta: 4 days, 17:03:30, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6594, loss_cls: 2.6276, loss: 2.6276, grad_norm: 2.8730 2020-08-03 15:00:12,748 - mmaction - INFO - Epoch [131][400/3757] lr: 4.877e-02, eta: 4 days, 17:06:42, time: 1.036, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6391, loss_cls: 2.7481, loss: 2.7481, grad_norm: 2.8536 2020-08-03 15:00:28,619 - mmaction - INFO - Epoch [131][420/3757] lr: 4.877e-02, eta: 4 days, 17:05:11, time: 0.799, data_time: 0.011, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6539, loss_cls: 2.6997, loss: 2.6997, grad_norm: 2.9326 2020-08-03 15:00:44,415 - mmaction - INFO - Epoch [131][440/3757] lr: 4.877e-02, eta: 4 days, 17:03:30, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6516, loss_cls: 2.7822, loss: 2.7822, grad_norm: 2.9161 2020-08-03 15:01:00,220 - mmaction - INFO - Epoch [131][460/3757] lr: 4.877e-02, eta: 4 days, 17:01:50, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6656, loss_cls: 2.7014, loss: 2.7014, grad_norm: 2.8898 2020-08-03 15:01:16,040 - mmaction - INFO - Epoch [131][480/3757] lr: 4.877e-02, eta: 4 days, 17:00:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6617, loss_cls: 2.7099, loss: 2.7099, grad_norm: 2.8808 2020-08-03 15:01:31,879 - mmaction - INFO - Epoch [131][500/3757] lr: 4.877e-02, eta: 4 days, 16:58:33, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6492, loss_cls: 2.7795, loss: 2.7795, grad_norm: 2.9602 2020-08-03 15:01:47,730 - mmaction - INFO - Epoch [131][520/3757] lr: 4.877e-02, eta: 4 days, 16:56:55, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6328, loss_cls: 2.7491, loss: 2.7491, grad_norm: 2.8598 2020-08-03 15:02:03,540 - mmaction - INFO - Epoch [131][540/3757] lr: 4.877e-02, eta: 4 days, 16:55:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6203, loss_cls: 2.8075, loss: 2.8075, grad_norm: 2.9488 2020-08-03 15:02:19,312 - mmaction - INFO - Epoch [131][560/3757] lr: 4.877e-02, eta: 4 days, 16:53:36, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6539, loss_cls: 2.6611, loss: 2.6611, grad_norm: 2.8400 2020-08-03 15:02:35,107 - mmaction - INFO - Epoch [131][580/3757] lr: 4.877e-02, eta: 4 days, 16:51:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6414, loss_cls: 2.7139, loss: 2.7139, grad_norm: 2.9979 2020-08-03 15:02:50,999 - mmaction - INFO - Epoch [131][600/3757] lr: 4.877e-02, eta: 4 days, 16:50:24, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6539, loss_cls: 2.6466, loss: 2.6466, grad_norm: 2.8657 2020-08-03 15:03:06,912 - mmaction - INFO - Epoch [131][620/3757] lr: 4.877e-02, eta: 4 days, 16:48:52, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6367, loss_cls: 2.7985, loss: 2.7985, grad_norm: 2.9173 2020-08-03 15:03:22,685 - mmaction - INFO - Epoch [131][640/3757] lr: 4.877e-02, eta: 4 days, 16:47:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6359, loss_cls: 2.7338, loss: 2.7338, grad_norm: 2.8147 2020-08-03 15:03:38,560 - mmaction - INFO - Epoch [131][660/3757] lr: 4.877e-02, eta: 4 days, 16:45:41, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6453, loss_cls: 2.6810, loss: 2.6810, grad_norm: 2.7903 2020-08-03 15:03:54,481 - mmaction - INFO - Epoch [131][680/3757] lr: 4.877e-02, eta: 4 days, 16:44:13, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6367, loss_cls: 2.7524, loss: 2.7524, grad_norm: 2.9213 2020-08-03 15:04:10,258 - mmaction - INFO - Epoch [131][700/3757] lr: 4.877e-02, eta: 4 days, 16:42:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6477, loss_cls: 2.7344, loss: 2.7344, grad_norm: 2.9276 2020-08-03 15:04:26,014 - mmaction - INFO - Epoch [131][720/3757] lr: 4.877e-02, eta: 4 days, 16:40:57, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6531, loss_cls: 2.6632, loss: 2.6632, grad_norm: 2.9429 2020-08-03 15:04:41,810 - mmaction - INFO - Epoch [131][740/3757] lr: 4.877e-02, eta: 4 days, 16:39:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6445, loss_cls: 2.7327, loss: 2.7327, grad_norm: 2.8982 2020-08-03 15:04:57,707 - mmaction - INFO - Epoch [131][760/3757] lr: 4.877e-02, eta: 4 days, 16:37:52, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6305, loss_cls: 2.7981, loss: 2.7981, grad_norm: 2.9525 2020-08-03 15:05:13,581 - mmaction - INFO - Epoch [131][780/3757] lr: 4.877e-02, eta: 4 days, 16:36:21, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6273, loss_cls: 2.7273, loss: 2.7273, grad_norm: 2.8492 2020-08-03 15:05:29,345 - mmaction - INFO - Epoch [131][800/3757] lr: 4.877e-02, eta: 4 days, 16:34:45, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6539, loss_cls: 2.7354, loss: 2.7354, grad_norm: 2.9119 2020-08-03 15:05:45,146 - mmaction - INFO - Epoch [131][820/3757] lr: 4.877e-02, eta: 4 days, 16:33:12, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6562, loss_cls: 2.6959, loss: 2.6959, grad_norm: 2.9255 2020-08-03 15:06:00,925 - mmaction - INFO - Epoch [131][840/3757] lr: 4.877e-02, eta: 4 days, 16:31:37, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6344, loss_cls: 2.8152, loss: 2.8152, grad_norm: 2.9400 2020-08-03 15:06:16,787 - mmaction - INFO - Epoch [131][860/3757] lr: 4.877e-02, eta: 4 days, 16:30:07, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6484, loss_cls: 2.7415, loss: 2.7415, grad_norm: 2.8947 2020-08-03 15:06:32,621 - mmaction - INFO - Epoch [131][880/3757] lr: 4.877e-02, eta: 4 days, 16:28:37, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6516, loss_cls: 2.7439, loss: 2.7439, grad_norm: 2.8496 2020-08-03 15:06:48,404 - mmaction - INFO - Epoch [131][900/3757] lr: 4.877e-02, eta: 4 days, 16:27:03, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6453, loss_cls: 2.7182, loss: 2.7182, grad_norm: 2.9274 2020-08-03 15:07:04,252 - mmaction - INFO - Epoch [131][920/3757] lr: 4.877e-02, eta: 4 days, 16:25:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6414, loss_cls: 2.7543, loss: 2.7543, grad_norm: 2.9122 2020-08-03 15:07:19,997 - mmaction - INFO - Epoch [131][940/3757] lr: 4.877e-02, eta: 4 days, 16:24:00, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6273, loss_cls: 2.8646, loss: 2.8646, grad_norm: 2.9328 2020-08-03 15:07:35,838 - mmaction - INFO - Epoch [131][960/3757] lr: 4.877e-02, eta: 4 days, 16:22:31, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6742, loss_cls: 2.6069, loss: 2.6069, grad_norm: 2.8518 2020-08-03 15:07:51,600 - mmaction - INFO - Epoch [131][980/3757] lr: 4.877e-02, eta: 4 days, 16:20:58, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6445, loss_cls: 2.7111, loss: 2.7111, grad_norm: 2.9449 2020-08-03 15:08:07,410 - mmaction - INFO - Epoch [131][1000/3757] lr: 4.877e-02, eta: 4 days, 16:19:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6344, loss_cls: 2.7695, loss: 2.7695, grad_norm: 2.8356 2020-08-03 15:08:23,273 - mmaction - INFO - Epoch [131][1020/3757] lr: 4.877e-02, eta: 4 days, 16:18:01, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6398, loss_cls: 2.7706, loss: 2.7706, grad_norm: 2.8859 2020-08-03 15:08:39,125 - mmaction - INFO - Epoch [131][1040/3757] lr: 4.877e-02, eta: 4 days, 16:16:34, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6484, loss_cls: 2.6877, loss: 2.6877, grad_norm: 2.8744 2020-08-03 15:08:54,871 - mmaction - INFO - Epoch [131][1060/3757] lr: 4.877e-02, eta: 4 days, 16:15:01, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6602, loss_cls: 2.6403, loss: 2.6403, grad_norm: 2.9443 2020-08-03 15:09:10,747 - mmaction - INFO - Epoch [131][1080/3757] lr: 4.877e-02, eta: 4 days, 16:13:37, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6383, loss_cls: 2.7358, loss: 2.7358, grad_norm: 2.9246 2020-08-03 15:09:26,593 - mmaction - INFO - Epoch [131][1100/3757] lr: 4.877e-02, eta: 4 days, 16:12:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6586, loss_cls: 2.6503, loss: 2.6503, grad_norm: 2.8541 2020-08-03 15:09:42,527 - mmaction - INFO - Epoch [131][1120/3757] lr: 4.877e-02, eta: 4 days, 16:10:49, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6500, loss_cls: 2.7021, loss: 2.7021, grad_norm: 2.8254 2020-08-03 15:09:58,306 - mmaction - INFO - Epoch [131][1140/3757] lr: 4.877e-02, eta: 4 days, 16:09:19, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6172, loss_cls: 2.7302, loss: 2.7302, grad_norm: 2.8318 2020-08-03 15:10:14,143 - mmaction - INFO - Epoch [131][1160/3757] lr: 4.877e-02, eta: 4 days, 16:07:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6742, loss_cls: 2.6369, loss: 2.6369, grad_norm: 2.8463 2020-08-03 15:10:29,908 - mmaction - INFO - Epoch [131][1180/3757] lr: 4.877e-02, eta: 4 days, 16:06:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6398, loss_cls: 2.7919, loss: 2.7919, grad_norm: 3.0495 2020-08-03 15:10:45,822 - mmaction - INFO - Epoch [131][1200/3757] lr: 4.877e-02, eta: 4 days, 16:05:03, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6445, loss_cls: 2.7484, loss: 2.7484, grad_norm: 2.9670 2020-08-03 15:11:01,692 - mmaction - INFO - Epoch [131][1220/3757] lr: 4.877e-02, eta: 4 days, 16:03:40, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3563, top5_acc: 0.6055, loss_cls: 2.9385, loss: 2.9385, grad_norm: 3.0160 2020-08-03 15:11:17,520 - mmaction - INFO - Epoch [131][1240/3757] lr: 4.877e-02, eta: 4 days, 16:02:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6352, loss_cls: 2.7318, loss: 2.7318, grad_norm: 2.8011 2020-08-03 15:11:33,370 - mmaction - INFO - Epoch [131][1260/3757] lr: 4.877e-02, eta: 4 days, 16:00:52, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6312, loss_cls: 2.7612, loss: 2.7612, grad_norm: 2.8692 2020-08-03 15:11:49,224 - mmaction - INFO - Epoch [131][1280/3757] lr: 4.877e-02, eta: 4 days, 15:59:29, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6578, loss_cls: 2.7076, loss: 2.7076, grad_norm: 2.8835 2020-08-03 15:12:04,965 - mmaction - INFO - Epoch [131][1300/3757] lr: 4.877e-02, eta: 4 days, 15:57:59, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6641, loss_cls: 2.6295, loss: 2.6295, grad_norm: 2.8520 2020-08-03 15:12:20,753 - mmaction - INFO - Epoch [131][1320/3757] lr: 4.877e-02, eta: 4 days, 15:56:33, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6531, loss_cls: 2.6667, loss: 2.6667, grad_norm: 2.8469 2020-08-03 15:12:36,533 - mmaction - INFO - Epoch [131][1340/3757] lr: 4.877e-02, eta: 4 days, 15:55:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6516, loss_cls: 2.6741, loss: 2.6741, grad_norm: 2.8986 2020-08-03 15:12:52,423 - mmaction - INFO - Epoch [131][1360/3757] lr: 4.877e-02, eta: 4 days, 15:53:47, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6336, loss_cls: 2.7591, loss: 2.7591, grad_norm: 2.9554 2020-08-03 15:13:08,285 - mmaction - INFO - Epoch [131][1380/3757] lr: 4.877e-02, eta: 4 days, 15:52:27, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6453, loss_cls: 2.7530, loss: 2.7530, grad_norm: 2.9051 2020-08-03 15:13:24,072 - mmaction - INFO - Epoch [131][1400/3757] lr: 4.877e-02, eta: 4 days, 15:51:01, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6203, loss_cls: 2.8705, loss: 2.8705, grad_norm: 2.8645 2020-08-03 15:13:39,919 - mmaction - INFO - Epoch [131][1420/3757] lr: 4.877e-02, eta: 4 days, 15:49:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6406, loss_cls: 2.7570, loss: 2.7570, grad_norm: 2.8813 2020-08-03 15:13:55,748 - mmaction - INFO - Epoch [131][1440/3757] lr: 4.877e-02, eta: 4 days, 15:48:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6742, loss_cls: 2.6501, loss: 2.6501, grad_norm: 2.8405 2020-08-03 15:14:11,516 - mmaction - INFO - Epoch [131][1460/3757] lr: 4.877e-02, eta: 4 days, 15:46:54, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6570, loss_cls: 2.6317, loss: 2.6317, grad_norm: 2.8323 2020-08-03 15:14:27,322 - mmaction - INFO - Epoch [131][1480/3757] lr: 4.877e-02, eta: 4 days, 15:45:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6281, loss_cls: 2.8046, loss: 2.8046, grad_norm: 2.9167 2020-08-03 15:14:43,144 - mmaction - INFO - Epoch [131][1500/3757] lr: 4.877e-02, eta: 4 days, 15:44:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6461, loss_cls: 2.7076, loss: 2.7076, grad_norm: 2.8605 2020-08-03 15:14:58,954 - mmaction - INFO - Epoch [131][1520/3757] lr: 4.877e-02, eta: 4 days, 15:42:46, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6391, loss_cls: 2.7700, loss: 2.7700, grad_norm: 2.9334 2020-08-03 15:15:14,701 - mmaction - INFO - Epoch [131][1540/3757] lr: 4.877e-02, eta: 4 days, 15:41:23, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6820, loss_cls: 2.5346, loss: 2.5346, grad_norm: 2.8587 2020-08-03 15:15:30,509 - mmaction - INFO - Epoch [131][1560/3757] lr: 4.877e-02, eta: 4 days, 15:40:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6633, loss_cls: 2.6784, loss: 2.6784, grad_norm: 2.9931 2020-08-03 15:15:46,387 - mmaction - INFO - Epoch [131][1580/3757] lr: 4.877e-02, eta: 4 days, 15:38:45, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6461, loss_cls: 2.7124, loss: 2.7124, grad_norm: 2.9544 2020-08-03 15:16:02,152 - mmaction - INFO - Epoch [131][1600/3757] lr: 4.877e-02, eta: 4 days, 15:37:21, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6219, loss_cls: 2.8295, loss: 2.8295, grad_norm: 2.9843 2020-08-03 15:16:17,901 - mmaction - INFO - Epoch [131][1620/3757] lr: 4.877e-02, eta: 4 days, 15:35:58, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6414, loss_cls: 2.7642, loss: 2.7642, grad_norm: 2.8913 2020-08-03 15:16:33,728 - mmaction - INFO - Epoch [131][1640/3757] lr: 4.877e-02, eta: 4 days, 15:34:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6242, loss_cls: 2.7912, loss: 2.7912, grad_norm: 2.8857 2020-08-03 15:16:49,570 - mmaction - INFO - Epoch [131][1660/3757] lr: 4.877e-02, eta: 4 days, 15:33:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6484, loss_cls: 2.6960, loss: 2.6960, grad_norm: 2.9368 2020-08-03 15:17:05,410 - mmaction - INFO - Epoch [131][1680/3757] lr: 4.877e-02, eta: 4 days, 15:32:03, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6414, loss_cls: 2.7724, loss: 2.7724, grad_norm: 2.9763 2020-08-03 15:17:21,104 - mmaction - INFO - Epoch [131][1700/3757] lr: 4.877e-02, eta: 4 days, 15:30:38, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6383, loss_cls: 2.7523, loss: 2.7523, grad_norm: 2.9689 2020-08-03 15:17:37,016 - mmaction - INFO - Epoch [131][1720/3757] lr: 4.877e-02, eta: 4 days, 15:29:23, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6305, loss_cls: 2.8020, loss: 2.8020, grad_norm: 3.0131 2020-08-03 15:17:52,802 - mmaction - INFO - Epoch [131][1740/3757] lr: 4.877e-02, eta: 4 days, 15:28:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6242, loss_cls: 2.8495, loss: 2.8495, grad_norm: 2.9340 2020-08-03 15:18:08,592 - mmaction - INFO - Epoch [131][1760/3757] lr: 4.877e-02, eta: 4 days, 15:26:44, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6250, loss_cls: 2.7525, loss: 2.7525, grad_norm: 2.9134 2020-08-03 15:18:24,355 - mmaction - INFO - Epoch [131][1780/3757] lr: 4.877e-02, eta: 4 days, 15:25:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6352, loss_cls: 2.7838, loss: 2.7838, grad_norm: 2.9118 2020-08-03 15:18:40,190 - mmaction - INFO - Epoch [131][1800/3757] lr: 4.877e-02, eta: 4 days, 15:24:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6594, loss_cls: 2.6321, loss: 2.6321, grad_norm: 2.8581 2020-08-03 15:18:56,013 - mmaction - INFO - Epoch [131][1820/3757] lr: 4.877e-02, eta: 4 days, 15:22:51, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6148, loss_cls: 2.7679, loss: 2.7679, grad_norm: 2.8869 2020-08-03 15:19:11,801 - mmaction - INFO - Epoch [131][1840/3757] lr: 4.877e-02, eta: 4 days, 15:21:33, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6422, loss_cls: 2.6798, loss: 2.6798, grad_norm: 2.8463 2020-08-03 15:19:27,563 - mmaction - INFO - Epoch [131][1860/3757] lr: 4.877e-02, eta: 4 days, 15:20:13, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6422, loss_cls: 2.7863, loss: 2.7863, grad_norm: 2.9034 2020-08-03 15:19:43,431 - mmaction - INFO - Epoch [131][1880/3757] lr: 4.877e-02, eta: 4 days, 15:18:58, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6344, loss_cls: 2.7485, loss: 2.7485, grad_norm: 2.8616 2020-08-03 15:19:59,328 - mmaction - INFO - Epoch [131][1900/3757] lr: 4.877e-02, eta: 4 days, 15:17:47, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6523, loss_cls: 2.6978, loss: 2.6978, grad_norm: 2.8985 2020-08-03 15:20:15,127 - mmaction - INFO - Epoch [131][1920/3757] lr: 4.877e-02, eta: 4 days, 15:16:30, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6445, loss_cls: 2.7465, loss: 2.7465, grad_norm: 2.8717 2020-08-03 15:20:30,908 - mmaction - INFO - Epoch [131][1940/3757] lr: 4.877e-02, eta: 4 days, 15:15:12, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6633, loss_cls: 2.7067, loss: 2.7067, grad_norm: 2.9663 2020-08-03 15:20:46,735 - mmaction - INFO - Epoch [131][1960/3757] lr: 4.877e-02, eta: 4 days, 15:13:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6094, loss_cls: 2.8812, loss: 2.8812, grad_norm: 3.0149 2020-08-03 15:21:02,552 - mmaction - INFO - Epoch [131][1980/3757] lr: 4.877e-02, eta: 4 days, 15:12:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6352, loss_cls: 2.7269, loss: 2.7269, grad_norm: 2.8846 2020-08-03 15:21:18,436 - mmaction - INFO - Epoch [131][2000/3757] lr: 4.877e-02, eta: 4 days, 15:11:31, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6469, loss_cls: 2.7491, loss: 2.7491, grad_norm: 2.8907 2020-08-03 15:21:34,253 - mmaction - INFO - Epoch [131][2020/3757] lr: 4.877e-02, eta: 4 days, 15:10:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6414, loss_cls: 2.7655, loss: 2.7655, grad_norm: 2.8710 2020-08-03 15:21:50,088 - mmaction - INFO - Epoch [131][2040/3757] lr: 4.877e-02, eta: 4 days, 15:09:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6453, loss_cls: 2.6729, loss: 2.6729, grad_norm: 2.9110 2020-08-03 15:22:05,912 - mmaction - INFO - Epoch [131][2060/3757] lr: 4.877e-02, eta: 4 days, 15:07:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6273, loss_cls: 2.7898, loss: 2.7898, grad_norm: 2.9067 2020-08-03 15:22:21,640 - mmaction - INFO - Epoch [131][2080/3757] lr: 4.877e-02, eta: 4 days, 15:06:31, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6273, loss_cls: 2.8716, loss: 2.8716, grad_norm: 2.9579 2020-08-03 15:22:37,403 - mmaction - INFO - Epoch [131][2100/3757] lr: 4.877e-02, eta: 4 days, 15:05:14, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6344, loss_cls: 2.7671, loss: 2.7671, grad_norm: 2.9378 2020-08-03 15:22:53,268 - mmaction - INFO - Epoch [131][2120/3757] lr: 4.877e-02, eta: 4 days, 15:04:03, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6727, loss_cls: 2.6131, loss: 2.6131, grad_norm: 2.8303 2020-08-03 15:23:08,940 - mmaction - INFO - Epoch [131][2140/3757] lr: 4.877e-02, eta: 4 days, 15:02:43, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6664, loss_cls: 2.5586, loss: 2.5586, grad_norm: 2.8861 2020-08-03 15:23:24,690 - mmaction - INFO - Epoch [131][2160/3757] lr: 4.877e-02, eta: 4 days, 15:01:26, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6609, loss_cls: 2.6969, loss: 2.6969, grad_norm: 2.9245 2020-08-03 15:23:40,442 - mmaction - INFO - Epoch [131][2180/3757] lr: 4.877e-02, eta: 4 days, 15:00:10, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6305, loss_cls: 2.8150, loss: 2.8150, grad_norm: 2.9527 2020-08-03 15:23:56,207 - mmaction - INFO - Epoch [131][2200/3757] lr: 4.877e-02, eta: 4 days, 14:58:56, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6281, loss_cls: 2.8234, loss: 2.8234, grad_norm: 2.8806 2020-08-03 15:24:11,940 - mmaction - INFO - Epoch [131][2220/3757] lr: 4.877e-02, eta: 4 days, 14:57:40, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6359, loss_cls: 2.7669, loss: 2.7669, grad_norm: 2.9235 2020-08-03 15:24:27,764 - mmaction - INFO - Epoch [131][2240/3757] lr: 4.877e-02, eta: 4 days, 14:56:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6477, loss_cls: 2.7241, loss: 2.7241, grad_norm: 2.8964 2020-08-03 15:24:43,507 - mmaction - INFO - Epoch [131][2260/3757] lr: 4.877e-02, eta: 4 days, 14:55:13, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6328, loss_cls: 2.7396, loss: 2.7396, grad_norm: 2.9265 2020-08-03 15:24:59,320 - mmaction - INFO - Epoch [131][2280/3757] lr: 4.877e-02, eta: 4 days, 14:54:00, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6383, loss_cls: 2.7547, loss: 2.7547, grad_norm: 2.8456 2020-08-03 15:25:15,198 - mmaction - INFO - Epoch [131][2300/3757] lr: 4.877e-02, eta: 4 days, 14:52:53, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6391, loss_cls: 2.6792, loss: 2.6792, grad_norm: 2.8771 2020-08-03 15:25:31,002 - mmaction - INFO - Epoch [131][2320/3757] lr: 4.877e-02, eta: 4 days, 14:51:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6375, loss_cls: 2.7453, loss: 2.7453, grad_norm: 2.8288 2020-08-03 15:25:46,786 - mmaction - INFO - Epoch [131][2340/3757] lr: 4.877e-02, eta: 4 days, 14:50:28, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6211, loss_cls: 2.8252, loss: 2.8252, grad_norm: 2.8774 2020-08-03 15:26:02,482 - mmaction - INFO - Epoch [131][2360/3757] lr: 4.877e-02, eta: 4 days, 14:49:11, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6492, loss_cls: 2.7199, loss: 2.7199, grad_norm: 2.8890 2020-08-03 15:26:18,281 - mmaction - INFO - Epoch [131][2380/3757] lr: 4.877e-02, eta: 4 days, 14:48:00, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6445, loss_cls: 2.7465, loss: 2.7465, grad_norm: 2.8497 2020-08-03 15:26:34,146 - mmaction - INFO - Epoch [131][2400/3757] lr: 4.877e-02, eta: 4 days, 14:46:52, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6453, loss_cls: 2.7344, loss: 2.7344, grad_norm: 2.9499 2020-08-03 15:26:50,065 - mmaction - INFO - Epoch [131][2420/3757] lr: 4.877e-02, eta: 4 days, 14:45:46, time: 0.795, data_time: 0.007, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6383, loss_cls: 2.7086, loss: 2.7086, grad_norm: 2.9152 2020-08-03 15:27:05,910 - mmaction - INFO - Epoch [131][2440/3757] lr: 4.877e-02, eta: 4 days, 14:44:38, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6328, loss_cls: 2.7723, loss: 2.7723, grad_norm: 2.9316 2020-08-03 15:27:21,631 - mmaction - INFO - Epoch [131][2460/3757] lr: 4.877e-02, eta: 4 days, 14:43:25, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6570, loss_cls: 2.7470, loss: 2.7470, grad_norm: 2.9539 2020-08-03 15:27:37,536 - mmaction - INFO - Epoch [131][2480/3757] lr: 4.877e-02, eta: 4 days, 14:42:19, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6422, loss_cls: 2.7382, loss: 2.7382, grad_norm: 2.8943 2020-08-03 15:27:53,214 - mmaction - INFO - Epoch [131][2500/3757] lr: 4.877e-02, eta: 4 days, 14:41:04, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6320, loss_cls: 2.7783, loss: 2.7783, grad_norm: 2.8566 2020-08-03 15:28:08,979 - mmaction - INFO - Epoch [131][2520/3757] lr: 4.877e-02, eta: 4 days, 14:39:52, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6211, loss_cls: 2.8215, loss: 2.8215, grad_norm: 2.9336 2020-08-03 15:28:24,778 - mmaction - INFO - Epoch [131][2540/3757] lr: 4.877e-02, eta: 4 days, 14:38:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6352, loss_cls: 2.7823, loss: 2.7823, grad_norm: 2.8300 2020-08-03 15:28:40,612 - mmaction - INFO - Epoch [131][2560/3757] lr: 4.877e-02, eta: 4 days, 14:37:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6320, loss_cls: 2.7889, loss: 2.7889, grad_norm: 2.9146 2020-08-03 15:28:56,379 - mmaction - INFO - Epoch [131][2580/3757] lr: 4.877e-02, eta: 4 days, 14:36:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6227, loss_cls: 2.7690, loss: 2.7690, grad_norm: 2.8683 2020-08-03 15:29:12,176 - mmaction - INFO - Epoch [131][2600/3757] lr: 4.877e-02, eta: 4 days, 14:35:16, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.7738, loss: 2.7738, grad_norm: 2.8673 2020-08-03 15:29:27,945 - mmaction - INFO - Epoch [131][2620/3757] lr: 4.877e-02, eta: 4 days, 14:34:06, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6508, loss_cls: 2.6242, loss: 2.6242, grad_norm: 2.9024 2020-08-03 15:29:43,719 - mmaction - INFO - Epoch [131][2640/3757] lr: 4.877e-02, eta: 4 days, 14:32:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6125, loss_cls: 2.9298, loss: 2.9298, grad_norm: 2.9731 2020-08-03 15:29:59,522 - mmaction - INFO - Epoch [131][2660/3757] lr: 4.877e-02, eta: 4 days, 14:31:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6375, loss_cls: 2.7957, loss: 2.7957, grad_norm: 2.8749 2020-08-03 15:30:15,278 - mmaction - INFO - Epoch [131][2680/3757] lr: 4.877e-02, eta: 4 days, 14:30:38, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6398, loss_cls: 2.7626, loss: 2.7626, grad_norm: 2.9892 2020-08-03 15:30:31,071 - mmaction - INFO - Epoch [131][2700/3757] lr: 4.877e-02, eta: 4 days, 14:29:30, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6242, loss_cls: 2.8189, loss: 2.8189, grad_norm: 3.0342 2020-08-03 15:30:46,796 - mmaction - INFO - Epoch [131][2720/3757] lr: 4.877e-02, eta: 4 days, 14:28:19, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6328, loss_cls: 2.7212, loss: 2.7212, grad_norm: 2.9002 2020-08-03 15:31:02,633 - mmaction - INFO - Epoch [131][2740/3757] lr: 4.877e-02, eta: 4 days, 14:27:13, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6477, loss_cls: 2.6886, loss: 2.6886, grad_norm: 2.8247 2020-08-03 15:31:18,573 - mmaction - INFO - Epoch [131][2760/3757] lr: 4.877e-02, eta: 4 days, 14:26:12, time: 0.797, data_time: 0.009, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6211, loss_cls: 2.7284, loss: 2.7284, grad_norm: 2.8667 2020-08-03 15:31:34,313 - mmaction - INFO - Epoch [131][2780/3757] lr: 4.877e-02, eta: 4 days, 14:25:03, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6508, loss_cls: 2.7310, loss: 2.7310, grad_norm: 2.8925 2020-08-03 15:31:50,097 - mmaction - INFO - Epoch [131][2800/3757] lr: 4.877e-02, eta: 4 days, 14:23:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6359, loss_cls: 2.7986, loss: 2.7986, grad_norm: 2.9195 2020-08-03 15:32:05,984 - mmaction - INFO - Epoch [131][2820/3757] lr: 4.877e-02, eta: 4 days, 14:22:52, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6234, loss_cls: 2.7873, loss: 2.7873, grad_norm: 2.9248 2020-08-03 15:32:21,728 - mmaction - INFO - Epoch [131][2840/3757] lr: 4.877e-02, eta: 4 days, 14:21:43, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6453, loss_cls: 2.7423, loss: 2.7423, grad_norm: 2.8361 2020-08-03 15:32:37,453 - mmaction - INFO - Epoch [131][2860/3757] lr: 4.877e-02, eta: 4 days, 14:20:34, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6422, loss_cls: 2.6917, loss: 2.6917, grad_norm: 2.8618 2020-08-03 15:32:53,174 - mmaction - INFO - Epoch [131][2880/3757] lr: 4.877e-02, eta: 4 days, 14:19:24, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6344, loss_cls: 2.7732, loss: 2.7732, grad_norm: 2.9530 2020-08-03 15:33:08,983 - mmaction - INFO - Epoch [131][2900/3757] lr: 4.877e-02, eta: 4 days, 14:18:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6227, loss_cls: 2.8080, loss: 2.8080, grad_norm: 2.9696 2020-08-03 15:33:24,849 - mmaction - INFO - Epoch [131][2920/3757] lr: 4.877e-02, eta: 4 days, 14:17:16, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6227, loss_cls: 2.7918, loss: 2.7918, grad_norm: 2.8744 2020-08-03 15:33:40,682 - mmaction - INFO - Epoch [131][2940/3757] lr: 4.877e-02, eta: 4 days, 14:16:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6586, loss_cls: 2.6587, loss: 2.6587, grad_norm: 2.9300 2020-08-03 15:33:56,514 - mmaction - INFO - Epoch [131][2960/3757] lr: 4.877e-02, eta: 4 days, 14:15:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6461, loss_cls: 2.7552, loss: 2.7552, grad_norm: 2.9310 2020-08-03 15:34:12,309 - mmaction - INFO - Epoch [131][2980/3757] lr: 4.877e-02, eta: 4 days, 14:14:04, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6406, loss_cls: 2.7368, loss: 2.7368, grad_norm: 2.9241 2020-08-03 15:34:28,133 - mmaction - INFO - Epoch [131][3000/3757] lr: 4.877e-02, eta: 4 days, 14:12:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6508, loss_cls: 2.7860, loss: 2.7860, grad_norm: 2.9534 2020-08-03 15:34:43,911 - mmaction - INFO - Epoch [131][3020/3757] lr: 4.877e-02, eta: 4 days, 14:11:54, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.7265, loss: 2.7265, grad_norm: 2.8668 2020-08-03 15:34:59,643 - mmaction - INFO - Epoch [131][3040/3757] lr: 4.877e-02, eta: 4 days, 14:10:47, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6477, loss_cls: 2.6690, loss: 2.6690, grad_norm: 2.8316 2020-08-03 15:35:15,413 - mmaction - INFO - Epoch [131][3060/3757] lr: 4.877e-02, eta: 4 days, 14:09:41, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6133, loss_cls: 2.8352, loss: 2.8352, grad_norm: 2.9432 2020-08-03 15:35:31,160 - mmaction - INFO - Epoch [131][3080/3757] lr: 4.877e-02, eta: 4 days, 14:08:34, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.7895, loss: 2.7895, grad_norm: 2.8432 2020-08-03 15:35:46,890 - mmaction - INFO - Epoch [131][3100/3757] lr: 4.877e-02, eta: 4 days, 14:07:28, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6352, loss_cls: 2.7512, loss: 2.7512, grad_norm: 2.8970 2020-08-03 15:36:02,724 - mmaction - INFO - Epoch [131][3120/3757] lr: 4.877e-02, eta: 4 days, 14:06:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6328, loss_cls: 2.7470, loss: 2.7470, grad_norm: 2.8568 2020-08-03 15:36:18,534 - mmaction - INFO - Epoch [131][3140/3757] lr: 4.877e-02, eta: 4 days, 14:05:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6492, loss_cls: 2.7546, loss: 2.7546, grad_norm: 2.8566 2020-08-03 15:36:34,359 - mmaction - INFO - Epoch [131][3160/3757] lr: 4.877e-02, eta: 4 days, 14:04:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6281, loss_cls: 2.8178, loss: 2.8178, grad_norm: 2.8300 2020-08-03 15:36:50,171 - mmaction - INFO - Epoch [131][3180/3757] lr: 4.877e-02, eta: 4 days, 14:03:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6617, loss_cls: 2.7146, loss: 2.7146, grad_norm: 2.9194 2020-08-03 15:37:05,980 - mmaction - INFO - Epoch [131][3200/3757] lr: 4.877e-02, eta: 4 days, 14:02:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6336, loss_cls: 2.7147, loss: 2.7147, grad_norm: 2.9433 2020-08-03 15:37:21,814 - mmaction - INFO - Epoch [131][3220/3757] lr: 4.877e-02, eta: 4 days, 14:01:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6422, loss_cls: 2.7890, loss: 2.7890, grad_norm: 2.9015 2020-08-03 15:37:37,572 - mmaction - INFO - Epoch [131][3240/3757] lr: 4.877e-02, eta: 4 days, 14:00:09, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6469, loss_cls: 2.7231, loss: 2.7231, grad_norm: 2.8696 2020-08-03 15:37:53,339 - mmaction - INFO - Epoch [131][3260/3757] lr: 4.877e-02, eta: 4 days, 13:59:04, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6398, loss_cls: 2.7290, loss: 2.7290, grad_norm: 2.8886 2020-08-03 15:38:09,177 - mmaction - INFO - Epoch [131][3280/3757] lr: 4.877e-02, eta: 4 days, 13:58:04, time: 0.793, data_time: 0.007, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6414, loss_cls: 2.7919, loss: 2.7919, grad_norm: 2.9186 2020-08-03 15:38:25,058 - mmaction - INFO - Epoch [131][3300/3757] lr: 4.877e-02, eta: 4 days, 13:57:05, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6602, loss_cls: 2.6823, loss: 2.6823, grad_norm: 2.8234 2020-08-03 15:38:40,895 - mmaction - INFO - Epoch [131][3320/3757] lr: 4.877e-02, eta: 4 days, 13:56:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6477, loss_cls: 2.7016, loss: 2.7016, grad_norm: 2.8411 2020-08-03 15:38:56,688 - mmaction - INFO - Epoch [131][3340/3757] lr: 4.877e-02, eta: 4 days, 13:55:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6477, loss_cls: 2.7412, loss: 2.7412, grad_norm: 2.9192 2020-08-03 15:39:12,546 - mmaction - INFO - Epoch [131][3360/3757] lr: 4.877e-02, eta: 4 days, 13:54:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6227, loss_cls: 2.8720, loss: 2.8720, grad_norm: 2.9284 2020-08-03 15:39:28,276 - mmaction - INFO - Epoch [131][3380/3757] lr: 4.877e-02, eta: 4 days, 13:52:59, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6359, loss_cls: 2.8045, loss: 2.8045, grad_norm: 2.9035 2020-08-03 15:39:44,089 - mmaction - INFO - Epoch [131][3400/3757] lr: 4.877e-02, eta: 4 days, 13:51:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6305, loss_cls: 2.7435, loss: 2.7435, grad_norm: 2.8381 2020-08-03 15:39:59,887 - mmaction - INFO - Epoch [131][3420/3757] lr: 4.877e-02, eta: 4 days, 13:50:57, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6375, loss_cls: 2.7593, loss: 2.7593, grad_norm: 2.8176 2020-08-03 15:40:15,666 - mmaction - INFO - Epoch [131][3440/3757] lr: 4.877e-02, eta: 4 days, 13:49:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6453, loss_cls: 2.7247, loss: 2.7247, grad_norm: 2.8596 2020-08-03 15:40:31,429 - mmaction - INFO - Epoch [131][3460/3757] lr: 4.877e-02, eta: 4 days, 13:48:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6367, loss_cls: 2.8076, loss: 2.8076, grad_norm: 2.9577 2020-08-03 15:40:47,297 - mmaction - INFO - Epoch [131][3480/3757] lr: 4.877e-02, eta: 4 days, 13:47:55, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6445, loss_cls: 2.7517, loss: 2.7517, grad_norm: 2.9575 2020-08-03 15:41:03,192 - mmaction - INFO - Epoch [131][3500/3757] lr: 4.877e-02, eta: 4 days, 13:46:59, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6398, loss_cls: 2.7617, loss: 2.7617, grad_norm: 2.9241 2020-08-03 15:41:18,898 - mmaction - INFO - Epoch [131][3520/3757] lr: 4.877e-02, eta: 4 days, 13:45:54, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6188, loss_cls: 2.7899, loss: 2.7899, grad_norm: 2.8791 2020-08-03 15:41:34,695 - mmaction - INFO - Epoch [131][3540/3757] lr: 4.877e-02, eta: 4 days, 13:44:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6219, loss_cls: 2.7940, loss: 2.7940, grad_norm: 2.8384 2020-08-03 15:41:50,493 - mmaction - INFO - Epoch [131][3560/3757] lr: 4.877e-02, eta: 4 days, 13:43:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6484, loss_cls: 2.6775, loss: 2.6775, grad_norm: 2.8748 2020-08-03 15:42:06,317 - mmaction - INFO - Epoch [131][3580/3757] lr: 4.877e-02, eta: 4 days, 13:42:55, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6453, loss_cls: 2.7071, loss: 2.7071, grad_norm: 2.8300 2020-08-03 15:42:22,096 - mmaction - INFO - Epoch [131][3600/3757] lr: 4.877e-02, eta: 4 days, 13:41:55, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6289, loss_cls: 2.7981, loss: 2.7981, grad_norm: 2.8493 2020-08-03 15:42:37,840 - mmaction - INFO - Epoch [131][3620/3757] lr: 4.877e-02, eta: 4 days, 13:40:53, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6438, loss_cls: 2.7516, loss: 2.7516, grad_norm: 2.8959 2020-08-03 15:42:53,683 - mmaction - INFO - Epoch [131][3640/3757] lr: 4.877e-02, eta: 4 days, 13:39:55, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6469, loss_cls: 2.6715, loss: 2.6715, grad_norm: 2.9464 2020-08-03 15:43:09,424 - mmaction - INFO - Epoch [131][3660/3757] lr: 4.877e-02, eta: 4 days, 13:38:53, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6250, loss_cls: 2.8157, loss: 2.8157, grad_norm: 2.9085 2020-08-03 15:43:25,190 - mmaction - INFO - Epoch [131][3680/3757] lr: 4.877e-02, eta: 4 days, 13:37:52, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6617, loss_cls: 2.6672, loss: 2.6672, grad_norm: 2.8747 2020-08-03 15:43:40,988 - mmaction - INFO - Epoch [131][3700/3757] lr: 4.877e-02, eta: 4 days, 13:36:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6336, loss_cls: 2.8183, loss: 2.8183, grad_norm: 2.9628 2020-08-03 15:43:56,902 - mmaction - INFO - Epoch [131][3720/3757] lr: 4.877e-02, eta: 4 days, 13:35:59, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6383, loss_cls: 2.7424, loss: 2.7424, grad_norm: 2.9276 2020-08-03 15:44:13,895 - mmaction - INFO - Epoch [131][3740/3757] lr: 4.877e-02, eta: 4 days, 13:35:50, time: 0.849, data_time: 0.059, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6469, loss_cls: 2.7218, loss: 2.7218, grad_norm: 2.8232 2020-08-03 15:46:54,312 - mmaction - INFO - Epoch [132][20/3757] lr: 4.816e-02, eta: 4 days, 14:52:34, time: 7.127, data_time: 6.291, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6516, loss_cls: 2.6950, loss: 2.6950, grad_norm: 2.8860 2020-08-03 15:47:10,147 - mmaction - INFO - Epoch [132][40/3757] lr: 4.816e-02, eta: 4 days, 14:51:28, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6562, loss_cls: 2.6962, loss: 2.6962, grad_norm: 2.9336 2020-08-03 15:47:25,856 - mmaction - INFO - Epoch [132][60/3757] lr: 4.816e-02, eta: 4 days, 14:50:18, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6523, loss_cls: 2.6514, loss: 2.6514, grad_norm: 2.8521 2020-08-03 15:47:41,692 - mmaction - INFO - Epoch [132][80/3757] lr: 4.816e-02, eta: 4 days, 14:49:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6773, loss_cls: 2.6214, loss: 2.6214, grad_norm: 2.8717 2020-08-03 15:47:57,408 - mmaction - INFO - Epoch [132][100/3757] lr: 4.816e-02, eta: 4 days, 14:48:04, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6687, loss_cls: 2.6493, loss: 2.6493, grad_norm: 2.9623 2020-08-03 15:48:13,230 - mmaction - INFO - Epoch [132][120/3757] lr: 4.816e-02, eta: 4 days, 14:46:58, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6297, loss_cls: 2.7696, loss: 2.7696, grad_norm: 2.9421 2020-08-03 15:48:29,113 - mmaction - INFO - Epoch [132][140/3757] lr: 4.816e-02, eta: 4 days, 14:45:56, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6492, loss_cls: 2.6965, loss: 2.6965, grad_norm: 3.0698 2020-08-03 15:48:44,944 - mmaction - INFO - Epoch [132][160/3757] lr: 4.816e-02, eta: 4 days, 14:44:52, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6633, loss_cls: 2.6641, loss: 2.6641, grad_norm: 2.9478 2020-08-03 15:49:01,047 - mmaction - INFO - Epoch [132][180/3757] lr: 4.816e-02, eta: 4 days, 14:43:58, time: 0.805, data_time: 0.017, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6367, loss_cls: 2.7051, loss: 2.7051, grad_norm: 2.8889 2020-08-03 15:49:16,917 - mmaction - INFO - Epoch [132][200/3757] lr: 4.816e-02, eta: 4 days, 14:42:56, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6195, loss_cls: 2.8119, loss: 2.8119, grad_norm: 2.9590 2020-08-03 15:49:32,848 - mmaction - INFO - Epoch [132][220/3757] lr: 4.816e-02, eta: 4 days, 14:41:56, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6516, loss_cls: 2.6499, loss: 2.6499, grad_norm: 2.9189 2020-08-03 15:49:48,630 - mmaction - INFO - Epoch [132][240/3757] lr: 4.816e-02, eta: 4 days, 14:40:50, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6406, loss_cls: 2.7428, loss: 2.7428, grad_norm: 2.8457 2020-08-03 15:50:04,575 - mmaction - INFO - Epoch [132][260/3757] lr: 4.816e-02, eta: 4 days, 14:39:51, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6297, loss_cls: 2.8363, loss: 2.8363, grad_norm: 2.9714 2020-08-03 15:50:20,488 - mmaction - INFO - Epoch [132][280/3757] lr: 4.816e-02, eta: 4 days, 14:38:51, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6547, loss_cls: 2.6676, loss: 2.6676, grad_norm: 2.9347 2020-08-03 15:50:41,459 - mmaction - INFO - Epoch [132][300/3757] lr: 4.816e-02, eta: 4 days, 14:41:16, time: 1.048, data_time: 0.016, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6555, loss_cls: 2.7386, loss: 2.7386, grad_norm: 2.8526 2020-08-03 15:50:58,352 - mmaction - INFO - Epoch [132][320/3757] lr: 4.816e-02, eta: 4 days, 14:40:55, time: 0.845, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6398, loss_cls: 2.7160, loss: 2.7160, grad_norm: 2.9524 2020-08-03 15:51:15,292 - mmaction - INFO - Epoch [132][340/3757] lr: 4.816e-02, eta: 4 days, 14:40:37, time: 0.847, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6406, loss_cls: 2.7161, loss: 2.7161, grad_norm: 2.8795 2020-08-03 15:51:31,119 - mmaction - INFO - Epoch [132][360/3757] lr: 4.816e-02, eta: 4 days, 14:39:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6523, loss_cls: 2.6686, loss: 2.6686, grad_norm: 2.9553 2020-08-03 15:51:46,993 - mmaction - INFO - Epoch [132][380/3757] lr: 4.816e-02, eta: 4 days, 14:38:31, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6477, loss_cls: 2.6732, loss: 2.6732, grad_norm: 2.8984 2020-08-03 15:52:02,795 - mmaction - INFO - Epoch [132][400/3757] lr: 4.816e-02, eta: 4 days, 14:37:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6523, loss_cls: 2.6708, loss: 2.6708, grad_norm: 2.9322 2020-08-03 15:52:18,696 - mmaction - INFO - Epoch [132][420/3757] lr: 4.816e-02, eta: 4 days, 14:36:27, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6539, loss_cls: 2.6716, loss: 2.6716, grad_norm: 2.9212 2020-08-03 15:52:34,409 - mmaction - INFO - Epoch [132][440/3757] lr: 4.816e-02, eta: 4 days, 14:35:20, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6266, loss_cls: 2.7959, loss: 2.7959, grad_norm: 2.9066 2020-08-03 15:52:50,227 - mmaction - INFO - Epoch [132][460/3757] lr: 4.816e-02, eta: 4 days, 14:34:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6516, loss_cls: 2.6457, loss: 2.6457, grad_norm: 2.7888 2020-08-03 15:53:06,068 - mmaction - INFO - Epoch [132][480/3757] lr: 4.816e-02, eta: 4 days, 14:33:15, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6484, loss_cls: 2.7132, loss: 2.7132, grad_norm: 2.9763 2020-08-03 15:53:21,740 - mmaction - INFO - Epoch [132][500/3757] lr: 4.816e-02, eta: 4 days, 14:32:06, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6438, loss_cls: 2.7371, loss: 2.7371, grad_norm: 2.9379 2020-08-03 15:53:37,524 - mmaction - INFO - Epoch [132][520/3757] lr: 4.816e-02, eta: 4 days, 14:31:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6672, loss_cls: 2.6039, loss: 2.6039, grad_norm: 2.8829 2020-08-03 15:53:53,328 - mmaction - INFO - Epoch [132][540/3757] lr: 4.816e-02, eta: 4 days, 14:30:00, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6352, loss_cls: 2.7467, loss: 2.7467, grad_norm: 2.9212 2020-08-03 15:54:09,103 - mmaction - INFO - Epoch [132][560/3757] lr: 4.816e-02, eta: 4 days, 14:28:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6602, loss_cls: 2.7419, loss: 2.7419, grad_norm: 2.9582 2020-08-03 15:54:24,984 - mmaction - INFO - Epoch [132][580/3757] lr: 4.816e-02, eta: 4 days, 14:27:55, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6430, loss_cls: 2.7162, loss: 2.7162, grad_norm: 2.9136 2020-08-03 15:54:40,716 - mmaction - INFO - Epoch [132][600/3757] lr: 4.816e-02, eta: 4 days, 14:26:51, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6594, loss_cls: 2.7153, loss: 2.7153, grad_norm: 2.8909 2020-08-03 15:54:56,582 - mmaction - INFO - Epoch [132][620/3757] lr: 4.816e-02, eta: 4 days, 14:25:50, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6227, loss_cls: 2.8346, loss: 2.8346, grad_norm: 2.9175 2020-08-03 15:55:12,403 - mmaction - INFO - Epoch [132][640/3757] lr: 4.816e-02, eta: 4 days, 14:24:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6289, loss_cls: 2.8079, loss: 2.8079, grad_norm: 2.9391 2020-08-03 15:55:29,653 - mmaction - INFO - Epoch [132][660/3757] lr: 4.816e-02, eta: 4 days, 14:24:44, time: 0.863, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6422, loss_cls: 2.6287, loss: 2.6287, grad_norm: 2.8301 2020-08-03 15:55:45,424 - mmaction - INFO - Epoch [132][680/3757] lr: 4.816e-02, eta: 4 days, 14:23:41, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6508, loss_cls: 2.7196, loss: 2.7196, grad_norm: 3.0259 2020-08-03 15:56:01,212 - mmaction - INFO - Epoch [132][700/3757] lr: 4.816e-02, eta: 4 days, 14:22:38, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6578, loss_cls: 2.6816, loss: 2.6816, grad_norm: 2.9490 2020-08-03 15:56:17,574 - mmaction - INFO - Epoch [132][720/3757] lr: 4.816e-02, eta: 4 days, 14:21:59, time: 0.819, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6742, loss_cls: 2.6354, loss: 2.6354, grad_norm: 2.9644 2020-08-03 15:56:33,962 - mmaction - INFO - Epoch [132][740/3757] lr: 4.816e-02, eta: 4 days, 14:21:20, time: 0.819, data_time: 0.024, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6648, loss_cls: 2.6297, loss: 2.6297, grad_norm: 2.9416 2020-08-03 15:56:49,781 - mmaction - INFO - Epoch [132][760/3757] lr: 4.816e-02, eta: 4 days, 14:20:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6281, loss_cls: 2.8190, loss: 2.8190, grad_norm: 2.9506 2020-08-03 15:57:05,652 - mmaction - INFO - Epoch [132][780/3757] lr: 4.816e-02, eta: 4 days, 14:19:20, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6438, loss_cls: 2.7652, loss: 2.7652, grad_norm: 2.8905 2020-08-03 15:57:21,509 - mmaction - INFO - Epoch [132][800/3757] lr: 4.816e-02, eta: 4 days, 14:18:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6586, loss_cls: 2.6555, loss: 2.6555, grad_norm: 2.9288 2020-08-03 15:57:37,883 - mmaction - INFO - Epoch [132][820/3757] lr: 4.816e-02, eta: 4 days, 14:17:42, time: 0.819, data_time: 0.001, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.7726, loss: 2.7726, grad_norm: 3.0003 2020-08-03 15:57:53,656 - mmaction - INFO - Epoch [132][840/3757] lr: 4.816e-02, eta: 4 days, 14:16:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6547, loss_cls: 2.7081, loss: 2.7081, grad_norm: 2.8629 2020-08-03 15:58:09,413 - mmaction - INFO - Epoch [132][860/3757] lr: 4.816e-02, eta: 4 days, 14:15:38, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6328, loss_cls: 2.7649, loss: 2.7649, grad_norm: 2.8825 2020-08-03 15:58:25,980 - mmaction - INFO - Epoch [132][880/3757] lr: 4.816e-02, eta: 4 days, 14:15:06, time: 0.828, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6586, loss_cls: 2.6649, loss: 2.6649, grad_norm: 2.8969 2020-08-03 15:58:41,825 - mmaction - INFO - Epoch [132][900/3757] lr: 4.816e-02, eta: 4 days, 14:14:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6430, loss_cls: 2.6444, loss: 2.6444, grad_norm: 2.8662 2020-08-03 15:58:59,745 - mmaction - INFO - Epoch [132][920/3757] lr: 4.816e-02, eta: 4 days, 14:14:28, time: 0.896, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6633, loss_cls: 2.6826, loss: 2.6826, grad_norm: 2.9514 2020-08-03 15:59:15,531 - mmaction - INFO - Epoch [132][940/3757] lr: 4.816e-02, eta: 4 days, 14:13:28, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6391, loss_cls: 2.7210, loss: 2.7210, grad_norm: 3.0552 2020-08-03 15:59:31,364 - mmaction - INFO - Epoch [132][960/3757] lr: 4.816e-02, eta: 4 days, 14:12:28, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6461, loss_cls: 2.7114, loss: 2.7114, grad_norm: 3.0461 2020-08-03 15:59:48,001 - mmaction - INFO - Epoch [132][980/3757] lr: 4.816e-02, eta: 4 days, 14:12:00, time: 0.832, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6211, loss_cls: 2.8708, loss: 2.8708, grad_norm: 2.9960 2020-08-03 16:00:07,037 - mmaction - INFO - Epoch [132][1000/3757] lr: 4.816e-02, eta: 4 days, 14:13:02, time: 0.949, data_time: 0.003, memory: 6192, top1_acc: 0.3531, top5_acc: 0.5930, loss_cls: 2.9259, loss: 2.9259, grad_norm: 2.9487 2020-08-03 16:00:23,038 - mmaction - INFO - Epoch [132][1020/3757] lr: 4.816e-02, eta: 4 days, 14:12:11, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6375, loss_cls: 2.7897, loss: 2.7897, grad_norm: 2.9354 2020-08-03 16:00:40,230 - mmaction - INFO - Epoch [132][1040/3757] lr: 4.816e-02, eta: 4 days, 14:12:04, time: 0.859, data_time: 0.073, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6422, loss_cls: 2.7550, loss: 2.7550, grad_norm: 2.9321 2020-08-03 16:00:56,074 - mmaction - INFO - Epoch [132][1060/3757] lr: 4.816e-02, eta: 4 days, 14:11:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6547, loss_cls: 2.6708, loss: 2.6708, grad_norm: 2.8742 2020-08-03 16:01:11,796 - mmaction - INFO - Epoch [132][1080/3757] lr: 4.816e-02, eta: 4 days, 14:10:03, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6305, loss_cls: 2.7412, loss: 2.7412, grad_norm: 2.8950 2020-08-03 16:01:27,575 - mmaction - INFO - Epoch [132][1100/3757] lr: 4.816e-02, eta: 4 days, 14:09:02, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6594, loss_cls: 2.6537, loss: 2.6537, grad_norm: 2.9087 2020-08-03 16:01:43,407 - mmaction - INFO - Epoch [132][1120/3757] lr: 4.816e-02, eta: 4 days, 14:08:04, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6781, loss_cls: 2.6069, loss: 2.6069, grad_norm: 2.9654 2020-08-03 16:01:59,231 - mmaction - INFO - Epoch [132][1140/3757] lr: 4.816e-02, eta: 4 days, 14:07:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6195, loss_cls: 2.8350, loss: 2.8350, grad_norm: 2.9404 2020-08-03 16:02:15,001 - mmaction - INFO - Epoch [132][1160/3757] lr: 4.816e-02, eta: 4 days, 14:06:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6367, loss_cls: 2.7413, loss: 2.7413, grad_norm: 2.9528 2020-08-03 16:02:30,737 - mmaction - INFO - Epoch [132][1180/3757] lr: 4.816e-02, eta: 4 days, 14:05:03, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6391, loss_cls: 2.7854, loss: 2.7854, grad_norm: 3.0131 2020-08-03 16:02:46,513 - mmaction - INFO - Epoch [132][1200/3757] lr: 4.816e-02, eta: 4 days, 14:04:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6367, loss_cls: 2.7506, loss: 2.7506, grad_norm: 2.8919 2020-08-03 16:03:02,325 - mmaction - INFO - Epoch [132][1220/3757] lr: 4.816e-02, eta: 4 days, 14:03:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6242, loss_cls: 2.7929, loss: 2.7929, grad_norm: 2.9671 2020-08-03 16:03:18,091 - mmaction - INFO - Epoch [132][1240/3757] lr: 4.816e-02, eta: 4 days, 14:02:05, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6492, loss_cls: 2.6937, loss: 2.6937, grad_norm: 2.8972 2020-08-03 16:03:33,983 - mmaction - INFO - Epoch [132][1260/3757] lr: 4.816e-02, eta: 4 days, 14:01:09, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6523, loss_cls: 2.7846, loss: 2.7846, grad_norm: 2.9628 2020-08-03 16:03:49,749 - mmaction - INFO - Epoch [132][1280/3757] lr: 4.816e-02, eta: 4 days, 14:00:10, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6367, loss_cls: 2.7536, loss: 2.7536, grad_norm: 2.8584 2020-08-03 16:04:05,605 - mmaction - INFO - Epoch [132][1300/3757] lr: 4.816e-02, eta: 4 days, 13:59:14, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6477, loss_cls: 2.7054, loss: 2.7054, grad_norm: 2.8456 2020-08-03 16:04:21,435 - mmaction - INFO - Epoch [132][1320/3757] lr: 4.816e-02, eta: 4 days, 13:58:17, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6695, loss_cls: 2.5961, loss: 2.5961, grad_norm: 2.9220 2020-08-03 16:04:37,285 - mmaction - INFO - Epoch [132][1340/3757] lr: 4.816e-02, eta: 4 days, 13:57:21, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6383, loss_cls: 2.7223, loss: 2.7223, grad_norm: 3.0509 2020-08-03 16:04:53,035 - mmaction - INFO - Epoch [132][1360/3757] lr: 4.816e-02, eta: 4 days, 13:56:21, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6398, loss_cls: 2.7250, loss: 2.7250, grad_norm: 3.0254 2020-08-03 16:05:08,876 - mmaction - INFO - Epoch [132][1380/3757] lr: 4.816e-02, eta: 4 days, 13:55:25, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3633, top5_acc: 0.6133, loss_cls: 2.8728, loss: 2.8728, grad_norm: 3.0073 2020-08-03 16:05:24,756 - mmaction - INFO - Epoch [132][1400/3757] lr: 4.816e-02, eta: 4 days, 13:54:30, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6672, loss_cls: 2.6569, loss: 2.6569, grad_norm: 2.8977 2020-08-03 16:05:40,519 - mmaction - INFO - Epoch [132][1420/3757] lr: 4.816e-02, eta: 4 days, 13:53:31, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6430, loss_cls: 2.7491, loss: 2.7491, grad_norm: 2.9285 2020-08-03 16:05:56,326 - mmaction - INFO - Epoch [132][1440/3757] lr: 4.816e-02, eta: 4 days, 13:52:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6312, loss_cls: 2.8255, loss: 2.8255, grad_norm: 2.8452 2020-08-03 16:06:12,084 - mmaction - INFO - Epoch [132][1460/3757] lr: 4.816e-02, eta: 4 days, 13:51:36, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6461, loss_cls: 2.7367, loss: 2.7367, grad_norm: 2.9313 2020-08-03 16:06:27,865 - mmaction - INFO - Epoch [132][1480/3757] lr: 4.816e-02, eta: 4 days, 13:50:37, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6391, loss_cls: 2.7692, loss: 2.7692, grad_norm: 2.9266 2020-08-03 16:06:43,686 - mmaction - INFO - Epoch [132][1500/3757] lr: 4.816e-02, eta: 4 days, 13:49:41, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6375, loss_cls: 2.6483, loss: 2.6483, grad_norm: 2.8303 2020-08-03 16:06:59,487 - mmaction - INFO - Epoch [132][1520/3757] lr: 4.816e-02, eta: 4 days, 13:48:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6609, loss_cls: 2.6806, loss: 2.6806, grad_norm: 2.9273 2020-08-03 16:07:15,278 - mmaction - INFO - Epoch [132][1540/3757] lr: 4.816e-02, eta: 4 days, 13:47:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6617, loss_cls: 2.6733, loss: 2.6733, grad_norm: 2.8549 2020-08-03 16:07:31,063 - mmaction - INFO - Epoch [132][1560/3757] lr: 4.816e-02, eta: 4 days, 13:46:50, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6516, loss_cls: 2.6634, loss: 2.6634, grad_norm: 2.9051 2020-08-03 16:07:46,866 - mmaction - INFO - Epoch [132][1580/3757] lr: 4.816e-02, eta: 4 days, 13:45:54, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6844, loss_cls: 2.5631, loss: 2.5631, grad_norm: 2.8638 2020-08-03 16:08:02,642 - mmaction - INFO - Epoch [132][1600/3757] lr: 4.816e-02, eta: 4 days, 13:44:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6453, loss_cls: 2.7511, loss: 2.7511, grad_norm: 2.9666 2020-08-03 16:08:18,388 - mmaction - INFO - Epoch [132][1620/3757] lr: 4.816e-02, eta: 4 days, 13:43:58, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6594, loss_cls: 2.6883, loss: 2.6883, grad_norm: 2.8514 2020-08-03 16:08:34,178 - mmaction - INFO - Epoch [132][1640/3757] lr: 4.816e-02, eta: 4 days, 13:43:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6687, loss_cls: 2.6127, loss: 2.6127, grad_norm: 2.9368 2020-08-03 16:08:50,027 - mmaction - INFO - Epoch [132][1660/3757] lr: 4.816e-02, eta: 4 days, 13:42:08, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6320, loss_cls: 2.8218, loss: 2.8218, grad_norm: 2.9086 2020-08-03 16:09:05,776 - mmaction - INFO - Epoch [132][1680/3757] lr: 4.816e-02, eta: 4 days, 13:41:10, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6469, loss_cls: 2.6847, loss: 2.6847, grad_norm: 2.9462 2020-08-03 16:09:21,562 - mmaction - INFO - Epoch [132][1700/3757] lr: 4.816e-02, eta: 4 days, 13:40:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6312, loss_cls: 2.7787, loss: 2.7787, grad_norm: 2.9514 2020-08-03 16:09:37,356 - mmaction - INFO - Epoch [132][1720/3757] lr: 4.816e-02, eta: 4 days, 13:39:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6398, loss_cls: 2.7855, loss: 2.7855, grad_norm: 2.9117 2020-08-03 16:09:53,121 - mmaction - INFO - Epoch [132][1740/3757] lr: 4.816e-02, eta: 4 days, 13:38:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6406, loss_cls: 2.8111, loss: 2.8111, grad_norm: 3.0051 2020-08-03 16:10:08,953 - mmaction - INFO - Epoch [132][1760/3757] lr: 4.816e-02, eta: 4 days, 13:37:27, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6523, loss_cls: 2.6618, loss: 2.6618, grad_norm: 2.9117 2020-08-03 16:10:24,743 - mmaction - INFO - Epoch [132][1780/3757] lr: 4.816e-02, eta: 4 days, 13:36:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6320, loss_cls: 2.7653, loss: 2.7653, grad_norm: 2.9038 2020-08-03 16:10:40,546 - mmaction - INFO - Epoch [132][1800/3757] lr: 4.816e-02, eta: 4 days, 13:35:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6250, loss_cls: 2.7838, loss: 2.7838, grad_norm: 2.8654 2020-08-03 16:10:56,337 - mmaction - INFO - Epoch [132][1820/3757] lr: 4.816e-02, eta: 4 days, 13:34:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6297, loss_cls: 2.7536, loss: 2.7536, grad_norm: 2.9583 2020-08-03 16:11:12,266 - mmaction - INFO - Epoch [132][1840/3757] lr: 4.816e-02, eta: 4 days, 13:33:50, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6398, loss_cls: 2.7485, loss: 2.7485, grad_norm: 2.8380 2020-08-03 16:11:27,989 - mmaction - INFO - Epoch [132][1860/3757] lr: 4.816e-02, eta: 4 days, 13:32:53, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6438, loss_cls: 2.7411, loss: 2.7411, grad_norm: 2.9469 2020-08-03 16:11:43,778 - mmaction - INFO - Epoch [132][1880/3757] lr: 4.816e-02, eta: 4 days, 13:31:58, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6586, loss_cls: 2.6788, loss: 2.6788, grad_norm: 2.8999 2020-08-03 16:11:59,646 - mmaction - INFO - Epoch [132][1900/3757] lr: 4.816e-02, eta: 4 days, 13:31:06, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6180, loss_cls: 2.8237, loss: 2.8237, grad_norm: 2.9352 2020-08-03 16:12:15,515 - mmaction - INFO - Epoch [132][1920/3757] lr: 4.816e-02, eta: 4 days, 13:30:14, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6461, loss_cls: 2.7346, loss: 2.7346, grad_norm: 2.9373 2020-08-03 16:12:31,305 - mmaction - INFO - Epoch [132][1940/3757] lr: 4.816e-02, eta: 4 days, 13:29:19, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6773, loss_cls: 2.6211, loss: 2.6211, grad_norm: 2.8623 2020-08-03 16:12:47,132 - mmaction - INFO - Epoch [132][1960/3757] lr: 4.816e-02, eta: 4 days, 13:28:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6477, loss_cls: 2.6566, loss: 2.6566, grad_norm: 2.9316 2020-08-03 16:13:02,897 - mmaction - INFO - Epoch [132][1980/3757] lr: 4.816e-02, eta: 4 days, 13:27:31, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6297, loss_cls: 2.7378, loss: 2.7378, grad_norm: 2.9524 2020-08-03 16:13:18,707 - mmaction - INFO - Epoch [132][2000/3757] lr: 4.816e-02, eta: 4 days, 13:26:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6453, loss_cls: 2.7128, loss: 2.7128, grad_norm: 2.8471 2020-08-03 16:13:34,492 - mmaction - INFO - Epoch [132][2020/3757] lr: 4.816e-02, eta: 4 days, 13:25:43, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6320, loss_cls: 2.7776, loss: 2.7776, grad_norm: 2.8685 2020-08-03 16:13:50,326 - mmaction - INFO - Epoch [132][2040/3757] lr: 4.816e-02, eta: 4 days, 13:24:50, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6422, loss_cls: 2.7397, loss: 2.7397, grad_norm: 2.9152 2020-08-03 16:14:06,115 - mmaction - INFO - Epoch [132][2060/3757] lr: 4.816e-02, eta: 4 days, 13:23:56, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6484, loss_cls: 2.7361, loss: 2.7361, grad_norm: 2.8918 2020-08-03 16:14:21,842 - mmaction - INFO - Epoch [132][2080/3757] lr: 4.816e-02, eta: 4 days, 13:23:01, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6523, loss_cls: 2.7275, loss: 2.7275, grad_norm: 2.8952 2020-08-03 16:14:37,668 - mmaction - INFO - Epoch [132][2100/3757] lr: 4.816e-02, eta: 4 days, 13:22:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6672, loss_cls: 2.6502, loss: 2.6502, grad_norm: 2.8673 2020-08-03 16:14:53,455 - mmaction - INFO - Epoch [132][2120/3757] lr: 4.816e-02, eta: 4 days, 13:21:15, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6547, loss_cls: 2.7025, loss: 2.7025, grad_norm: 2.8813 2020-08-03 16:15:09,357 - mmaction - INFO - Epoch [132][2140/3757] lr: 4.816e-02, eta: 4 days, 13:20:25, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6516, loss_cls: 2.6824, loss: 2.6824, grad_norm: 2.8586 2020-08-03 16:15:25,091 - mmaction - INFO - Epoch [132][2160/3757] lr: 4.816e-02, eta: 4 days, 13:19:29, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6430, loss_cls: 2.7589, loss: 2.7589, grad_norm: 2.9532 2020-08-03 16:15:40,915 - mmaction - INFO - Epoch [132][2180/3757] lr: 4.816e-02, eta: 4 days, 13:18:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6508, loss_cls: 2.7059, loss: 2.7059, grad_norm: 2.9020 2020-08-03 16:15:56,724 - mmaction - INFO - Epoch [132][2200/3757] lr: 4.816e-02, eta: 4 days, 13:17:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6461, loss_cls: 2.6864, loss: 2.6864, grad_norm: 2.9394 2020-08-03 16:16:12,522 - mmaction - INFO - Epoch [132][2220/3757] lr: 4.816e-02, eta: 4 days, 13:16:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.6800, loss: 2.6800, grad_norm: 2.8447 2020-08-03 16:16:28,276 - mmaction - INFO - Epoch [132][2240/3757] lr: 4.816e-02, eta: 4 days, 13:15:58, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6406, loss_cls: 2.7873, loss: 2.7873, grad_norm: 2.9263 2020-08-03 16:16:44,059 - mmaction - INFO - Epoch [132][2260/3757] lr: 4.816e-02, eta: 4 days, 13:15:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6359, loss_cls: 2.7885, loss: 2.7885, grad_norm: 2.9827 2020-08-03 16:16:59,747 - mmaction - INFO - Epoch [132][2280/3757] lr: 4.816e-02, eta: 4 days, 13:14:08, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6539, loss_cls: 2.7122, loss: 2.7122, grad_norm: 2.8691 2020-08-03 16:17:15,541 - mmaction - INFO - Epoch [132][2300/3757] lr: 4.816e-02, eta: 4 days, 13:13:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6789, loss_cls: 2.6202, loss: 2.6202, grad_norm: 2.9162 2020-08-03 16:17:31,363 - mmaction - INFO - Epoch [132][2320/3757] lr: 4.816e-02, eta: 4 days, 13:12:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6578, loss_cls: 2.6251, loss: 2.6251, grad_norm: 2.8470 2020-08-03 16:17:47,212 - mmaction - INFO - Epoch [132][2340/3757] lr: 4.816e-02, eta: 4 days, 13:11:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6438, loss_cls: 2.7149, loss: 2.7149, grad_norm: 2.9752 2020-08-03 16:18:02,992 - mmaction - INFO - Epoch [132][2360/3757] lr: 4.816e-02, eta: 4 days, 13:10:42, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6031, loss_cls: 2.8970, loss: 2.8970, grad_norm: 2.8425 2020-08-03 16:18:18,782 - mmaction - INFO - Epoch [132][2380/3757] lr: 4.816e-02, eta: 4 days, 13:09:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6305, loss_cls: 2.7754, loss: 2.7754, grad_norm: 2.8515 2020-08-03 16:18:34,559 - mmaction - INFO - Epoch [132][2400/3757] lr: 4.816e-02, eta: 4 days, 13:08:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6555, loss_cls: 2.6645, loss: 2.6645, grad_norm: 2.8712 2020-08-03 16:18:50,297 - mmaction - INFO - Epoch [132][2420/3757] lr: 4.816e-02, eta: 4 days, 13:08:03, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.7121, loss: 2.7121, grad_norm: 2.9606 2020-08-03 16:19:06,069 - mmaction - INFO - Epoch [132][2440/3757] lr: 4.816e-02, eta: 4 days, 13:07:11, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6352, loss_cls: 2.7875, loss: 2.7875, grad_norm: 2.9763 2020-08-03 16:19:21,838 - mmaction - INFO - Epoch [132][2460/3757] lr: 4.816e-02, eta: 4 days, 13:06:17, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6297, loss_cls: 2.7851, loss: 2.7851, grad_norm: 2.9042 2020-08-03 16:19:37,673 - mmaction - INFO - Epoch [132][2480/3757] lr: 4.816e-02, eta: 4 days, 13:05:28, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6453, loss_cls: 2.7399, loss: 2.7399, grad_norm: 2.9531 2020-08-03 16:19:53,487 - mmaction - INFO - Epoch [132][2500/3757] lr: 4.816e-02, eta: 4 days, 13:04:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3586, top5_acc: 0.6109, loss_cls: 2.8340, loss: 2.8340, grad_norm: 2.9196 2020-08-03 16:20:09,308 - mmaction - INFO - Epoch [132][2520/3757] lr: 4.816e-02, eta: 4 days, 13:03:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6562, loss_cls: 2.6595, loss: 2.6595, grad_norm: 2.8916 2020-08-03 16:20:25,070 - mmaction - INFO - Epoch [132][2540/3757] lr: 4.816e-02, eta: 4 days, 13:02:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6352, loss_cls: 2.6839, loss: 2.6839, grad_norm: 2.9072 2020-08-03 16:20:40,786 - mmaction - INFO - Epoch [132][2560/3757] lr: 4.816e-02, eta: 4 days, 13:02:01, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6359, loss_cls: 2.7535, loss: 2.7535, grad_norm: 2.9067 2020-08-03 16:20:56,605 - mmaction - INFO - Epoch [132][2580/3757] lr: 4.816e-02, eta: 4 days, 13:01:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6492, loss_cls: 2.7285, loss: 2.7285, grad_norm: 2.8665 2020-08-03 16:21:12,403 - mmaction - INFO - Epoch [132][2600/3757] lr: 4.816e-02, eta: 4 days, 13:00:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6438, loss_cls: 2.7604, loss: 2.7604, grad_norm: 2.9517 2020-08-03 16:21:28,209 - mmaction - INFO - Epoch [132][2620/3757] lr: 4.816e-02, eta: 4 days, 12:59:29, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6492, loss_cls: 2.6711, loss: 2.6711, grad_norm: 2.9564 2020-08-03 16:21:44,002 - mmaction - INFO - Epoch [132][2640/3757] lr: 4.816e-02, eta: 4 days, 12:58:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6398, loss_cls: 2.7395, loss: 2.7395, grad_norm: 3.0213 2020-08-03 16:21:59,803 - mmaction - INFO - Epoch [132][2660/3757] lr: 4.816e-02, eta: 4 days, 12:57:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6125, loss_cls: 2.8418, loss: 2.8418, grad_norm: 2.9339 2020-08-03 16:22:15,598 - mmaction - INFO - Epoch [132][2680/3757] lr: 4.816e-02, eta: 4 days, 12:56:58, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6383, loss_cls: 2.7798, loss: 2.7798, grad_norm: 3.0338 2020-08-03 16:22:31,260 - mmaction - INFO - Epoch [132][2700/3757] lr: 4.816e-02, eta: 4 days, 12:56:03, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6391, loss_cls: 2.6807, loss: 2.6807, grad_norm: 2.8329 2020-08-03 16:22:47,027 - mmaction - INFO - Epoch [132][2720/3757] lr: 4.816e-02, eta: 4 days, 12:55:12, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6555, loss_cls: 2.6479, loss: 2.6479, grad_norm: 2.8624 2020-08-03 16:23:02,937 - mmaction - INFO - Epoch [132][2740/3757] lr: 4.816e-02, eta: 4 days, 12:54:25, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6469, loss_cls: 2.6746, loss: 2.6746, grad_norm: 2.8408 2020-08-03 16:23:18,731 - mmaction - INFO - Epoch [132][2760/3757] lr: 4.816e-02, eta: 4 days, 12:53:35, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6562, loss_cls: 2.6934, loss: 2.6934, grad_norm: 2.9076 2020-08-03 16:23:34,409 - mmaction - INFO - Epoch [132][2780/3757] lr: 4.816e-02, eta: 4 days, 12:52:41, time: 0.784, data_time: 0.002, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6078, loss_cls: 2.8690, loss: 2.8690, grad_norm: 2.9565 2020-08-03 16:23:50,208 - mmaction - INFO - Epoch [132][2800/3757] lr: 4.816e-02, eta: 4 days, 12:51:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6508, loss_cls: 2.7443, loss: 2.7443, grad_norm: 2.9164 2020-08-03 16:24:05,997 - mmaction - INFO - Epoch [132][2820/3757] lr: 4.816e-02, eta: 4 days, 12:51:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6500, loss_cls: 2.6940, loss: 2.6940, grad_norm: 2.9266 2020-08-03 16:24:21,782 - mmaction - INFO - Epoch [132][2840/3757] lr: 4.816e-02, eta: 4 days, 12:50:11, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6172, loss_cls: 2.8721, loss: 2.8721, grad_norm: 2.9174 2020-08-03 16:24:37,534 - mmaction - INFO - Epoch [132][2860/3757] lr: 4.816e-02, eta: 4 days, 12:49:21, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6609, loss_cls: 2.6290, loss: 2.6290, grad_norm: 2.9211 2020-08-03 16:24:53,366 - mmaction - INFO - Epoch [132][2880/3757] lr: 4.816e-02, eta: 4 days, 12:48:33, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6445, loss_cls: 2.7481, loss: 2.7481, grad_norm: 2.9109 2020-08-03 16:25:09,205 - mmaction - INFO - Epoch [132][2900/3757] lr: 4.816e-02, eta: 4 days, 12:47:44, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6609, loss_cls: 2.6892, loss: 2.6892, grad_norm: 2.8618 2020-08-03 16:25:25,034 - mmaction - INFO - Epoch [132][2920/3757] lr: 4.816e-02, eta: 4 days, 12:46:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6359, loss_cls: 2.7641, loss: 2.7641, grad_norm: 2.9414 2020-08-03 16:25:40,671 - mmaction - INFO - Epoch [132][2940/3757] lr: 4.816e-02, eta: 4 days, 12:46:02, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6422, loss_cls: 2.7343, loss: 2.7343, grad_norm: 2.9147 2020-08-03 16:25:56,472 - mmaction - INFO - Epoch [132][2960/3757] lr: 4.816e-02, eta: 4 days, 12:45:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6266, loss_cls: 2.8324, loss: 2.8324, grad_norm: 2.9815 2020-08-03 16:26:12,245 - mmaction - INFO - Epoch [132][2980/3757] lr: 4.816e-02, eta: 4 days, 12:44:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6445, loss_cls: 2.7341, loss: 2.7341, grad_norm: 2.8988 2020-08-03 16:26:27,978 - mmaction - INFO - Epoch [132][3000/3757] lr: 4.816e-02, eta: 4 days, 12:43:32, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6336, loss_cls: 2.7792, loss: 2.7792, grad_norm: 2.9621 2020-08-03 16:26:43,707 - mmaction - INFO - Epoch [132][3020/3757] lr: 4.816e-02, eta: 4 days, 12:42:41, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6266, loss_cls: 2.7826, loss: 2.7826, grad_norm: 2.8429 2020-08-03 16:26:59,485 - mmaction - INFO - Epoch [132][3040/3757] lr: 4.816e-02, eta: 4 days, 12:41:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6617, loss_cls: 2.6581, loss: 2.6581, grad_norm: 2.7952 2020-08-03 16:27:15,304 - mmaction - INFO - Epoch [132][3060/3757] lr: 4.816e-02, eta: 4 days, 12:41:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6305, loss_cls: 2.8125, loss: 2.8125, grad_norm: 2.8522 2020-08-03 16:27:31,135 - mmaction - INFO - Epoch [132][3080/3757] lr: 4.816e-02, eta: 4 days, 12:40:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6367, loss_cls: 2.7539, loss: 2.7539, grad_norm: 2.9132 2020-08-03 16:27:46,895 - mmaction - INFO - Epoch [132][3100/3757] lr: 4.816e-02, eta: 4 days, 12:39:27, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6195, loss_cls: 2.8056, loss: 2.8056, grad_norm: 2.9216 2020-08-03 16:28:02,704 - mmaction - INFO - Epoch [132][3120/3757] lr: 4.816e-02, eta: 4 days, 12:38:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6484, loss_cls: 2.7393, loss: 2.7393, grad_norm: 2.9124 2020-08-03 16:28:18,565 - mmaction - INFO - Epoch [132][3140/3757] lr: 4.816e-02, eta: 4 days, 12:37:52, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6609, loss_cls: 2.6350, loss: 2.6350, grad_norm: 2.8990 2020-08-03 16:28:34,375 - mmaction - INFO - Epoch [132][3160/3757] lr: 4.816e-02, eta: 4 days, 12:37:06, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6641, loss_cls: 2.7057, loss: 2.7057, grad_norm: 2.9810 2020-08-03 16:28:50,183 - mmaction - INFO - Epoch [132][3180/3757] lr: 4.816e-02, eta: 4 days, 12:36:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6383, loss_cls: 2.7956, loss: 2.7956, grad_norm: 2.9428 2020-08-03 16:29:06,021 - mmaction - INFO - Epoch [132][3200/3757] lr: 4.816e-02, eta: 4 days, 12:35:31, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6469, loss_cls: 2.7552, loss: 2.7552, grad_norm: 2.9234 2020-08-03 16:29:21,655 - mmaction - INFO - Epoch [132][3220/3757] lr: 4.816e-02, eta: 4 days, 12:34:38, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6633, loss_cls: 2.6356, loss: 2.6356, grad_norm: 2.8638 2020-08-03 16:29:37,459 - mmaction - INFO - Epoch [132][3240/3757] lr: 4.816e-02, eta: 4 days, 12:33:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6609, loss_cls: 2.6384, loss: 2.6384, grad_norm: 2.8648 2020-08-03 16:29:53,246 - mmaction - INFO - Epoch [132][3260/3757] lr: 4.816e-02, eta: 4 days, 12:33:03, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6352, loss_cls: 2.7875, loss: 2.7875, grad_norm: 2.9181 2020-08-03 16:30:09,055 - mmaction - INFO - Epoch [132][3280/3757] lr: 4.816e-02, eta: 4 days, 12:32:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6617, loss_cls: 2.6502, loss: 2.6502, grad_norm: 2.8840 2020-08-03 16:30:24,846 - mmaction - INFO - Epoch [132][3300/3757] lr: 4.816e-02, eta: 4 days, 12:31:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6328, loss_cls: 2.7754, loss: 2.7754, grad_norm: 2.8882 2020-08-03 16:30:40,596 - mmaction - INFO - Epoch [132][3320/3757] lr: 4.816e-02, eta: 4 days, 12:30:39, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6289, loss_cls: 2.7552, loss: 2.7552, grad_norm: 2.8846 2020-08-03 16:30:56,363 - mmaction - INFO - Epoch [132][3340/3757] lr: 4.816e-02, eta: 4 days, 12:29:50, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6430, loss_cls: 2.7816, loss: 2.7816, grad_norm: 2.9702 2020-08-03 16:31:12,138 - mmaction - INFO - Epoch [132][3360/3757] lr: 4.816e-02, eta: 4 days, 12:29:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6523, loss_cls: 2.6852, loss: 2.6852, grad_norm: 2.8605 2020-08-03 16:31:27,878 - mmaction - INFO - Epoch [132][3380/3757] lr: 4.816e-02, eta: 4 days, 12:28:14, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6250, loss_cls: 2.7376, loss: 2.7376, grad_norm: 2.8878 2020-08-03 16:31:43,636 - mmaction - INFO - Epoch [132][3400/3757] lr: 4.816e-02, eta: 4 days, 12:27:26, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6344, loss_cls: 2.7804, loss: 2.7804, grad_norm: 2.9421 2020-08-03 16:31:59,446 - mmaction - INFO - Epoch [132][3420/3757] lr: 4.816e-02, eta: 4 days, 12:26:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6422, loss_cls: 2.7890, loss: 2.7890, grad_norm: 2.9070 2020-08-03 16:32:15,297 - mmaction - INFO - Epoch [132][3440/3757] lr: 4.816e-02, eta: 4 days, 12:25:54, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6320, loss_cls: 2.7610, loss: 2.7610, grad_norm: 2.8702 2020-08-03 16:32:31,020 - mmaction - INFO - Epoch [132][3460/3757] lr: 4.816e-02, eta: 4 days, 12:25:05, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6438, loss_cls: 2.7100, loss: 2.7100, grad_norm: 2.9091 2020-08-03 16:32:46,771 - mmaction - INFO - Epoch [132][3480/3757] lr: 4.816e-02, eta: 4 days, 12:24:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3500, top5_acc: 0.6375, loss_cls: 2.7851, loss: 2.7851, grad_norm: 2.9191 2020-08-03 16:33:02,634 - mmaction - INFO - Epoch [132][3500/3757] lr: 4.816e-02, eta: 4 days, 12:23:32, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6469, loss_cls: 2.7520, loss: 2.7520, grad_norm: 2.9083 2020-08-03 16:33:18,348 - mmaction - INFO - Epoch [132][3520/3757] lr: 4.816e-02, eta: 4 days, 12:22:43, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6445, loss_cls: 2.8034, loss: 2.8034, grad_norm: 2.8465 2020-08-03 16:33:34,121 - mmaction - INFO - Epoch [132][3540/3757] lr: 4.816e-02, eta: 4 days, 12:21:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6469, loss_cls: 2.7505, loss: 2.7505, grad_norm: 2.9370 2020-08-03 16:33:49,965 - mmaction - INFO - Epoch [132][3560/3757] lr: 4.816e-02, eta: 4 days, 12:21:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6562, loss_cls: 2.7239, loss: 2.7239, grad_norm: 2.9493 2020-08-03 16:34:05,776 - mmaction - INFO - Epoch [132][3580/3757] lr: 4.816e-02, eta: 4 days, 12:20:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.7386, loss: 2.7386, grad_norm: 2.9640 2020-08-03 16:34:21,510 - mmaction - INFO - Epoch [132][3600/3757] lr: 4.816e-02, eta: 4 days, 12:19:36, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6328, loss_cls: 2.7625, loss: 2.7625, grad_norm: 2.9461 2020-08-03 16:34:37,384 - mmaction - INFO - Epoch [132][3620/3757] lr: 4.816e-02, eta: 4 days, 12:18:53, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6273, loss_cls: 2.7597, loss: 2.7597, grad_norm: 2.8364 2020-08-03 16:34:53,171 - mmaction - INFO - Epoch [132][3640/3757] lr: 4.816e-02, eta: 4 days, 12:18:06, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6336, loss_cls: 2.7558, loss: 2.7558, grad_norm: 3.0067 2020-08-03 16:35:08,944 - mmaction - INFO - Epoch [132][3660/3757] lr: 4.816e-02, eta: 4 days, 12:17:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6562, loss_cls: 2.6886, loss: 2.6886, grad_norm: 2.9066 2020-08-03 16:35:24,751 - mmaction - INFO - Epoch [132][3680/3757] lr: 4.816e-02, eta: 4 days, 12:16:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6445, loss_cls: 2.7469, loss: 2.7469, grad_norm: 2.9160 2020-08-03 16:35:40,571 - mmaction - INFO - Epoch [132][3700/3757] lr: 4.816e-02, eta: 4 days, 12:15:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6484, loss_cls: 2.7022, loss: 2.7022, grad_norm: 2.8531 2020-08-03 16:35:56,390 - mmaction - INFO - Epoch [132][3720/3757] lr: 4.816e-02, eta: 4 days, 12:15:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6461, loss_cls: 2.7113, loss: 2.7113, grad_norm: 2.9114 2020-08-03 16:36:12,095 - mmaction - INFO - Epoch [132][3740/3757] lr: 4.816e-02, eta: 4 days, 12:14:15, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6148, loss_cls: 2.8574, loss: 2.8574, grad_norm: 3.0192 2020-08-03 16:36:39,937 - mmaction - INFO - Saving checkpoint at 132 epochs 2020-08-03 16:39:59,315 - mmaction - INFO - Epoch [133][20/3757] lr: 4.755e-02, eta: 4 days, 13:39:57, time: 9.902, data_time: 9.070, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6727, loss_cls: 2.6199, loss: 2.6199, grad_norm: 2.9092 2020-08-03 16:40:15,178 - mmaction - INFO - Epoch [133][40/3757] lr: 4.755e-02, eta: 4 days, 13:39:07, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6375, loss_cls: 2.7218, loss: 2.7218, grad_norm: 2.9690 2020-08-03 16:40:31,078 - mmaction - INFO - Epoch [133][60/3757] lr: 4.755e-02, eta: 4 days, 13:38:17, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6391, loss_cls: 2.6988, loss: 2.6988, grad_norm: 2.8924 2020-08-03 16:40:46,916 - mmaction - INFO - Epoch [133][80/3757] lr: 4.755e-02, eta: 4 days, 13:37:26, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6727, loss_cls: 2.6132, loss: 2.6132, grad_norm: 2.9114 2020-08-03 16:41:02,785 - mmaction - INFO - Epoch [133][100/3757] lr: 4.755e-02, eta: 4 days, 13:36:36, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6508, loss_cls: 2.6721, loss: 2.6721, grad_norm: 2.9452 2020-08-03 16:41:18,626 - mmaction - INFO - Epoch [133][120/3757] lr: 4.755e-02, eta: 4 days, 13:35:45, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6625, loss_cls: 2.6764, loss: 2.6764, grad_norm: 2.9196 2020-08-03 16:41:34,377 - mmaction - INFO - Epoch [133][140/3757] lr: 4.755e-02, eta: 4 days, 13:34:51, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6391, loss_cls: 2.7358, loss: 2.7358, grad_norm: 2.8691 2020-08-03 16:41:50,216 - mmaction - INFO - Epoch [133][160/3757] lr: 4.755e-02, eta: 4 days, 13:34:01, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6422, loss_cls: 2.7353, loss: 2.7353, grad_norm: 2.9197 2020-08-03 16:42:06,098 - mmaction - INFO - Epoch [133][180/3757] lr: 4.755e-02, eta: 4 days, 13:33:11, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6406, loss_cls: 2.6998, loss: 2.6998, grad_norm: 2.9233 2020-08-03 16:42:21,787 - mmaction - INFO - Epoch [133][200/3757] lr: 4.755e-02, eta: 4 days, 13:32:16, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6352, loss_cls: 2.6914, loss: 2.6914, grad_norm: 2.9394 2020-08-03 16:42:37,690 - mmaction - INFO - Epoch [133][220/3757] lr: 4.755e-02, eta: 4 days, 13:31:28, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6562, loss_cls: 2.6573, loss: 2.6573, grad_norm: 2.8473 2020-08-03 16:42:53,524 - mmaction - INFO - Epoch [133][240/3757] lr: 4.755e-02, eta: 4 days, 13:30:38, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6523, loss_cls: 2.7435, loss: 2.7435, grad_norm: 2.8589 2020-08-03 16:43:09,306 - mmaction - INFO - Epoch [133][260/3757] lr: 4.755e-02, eta: 4 days, 13:29:45, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6672, loss_cls: 2.6300, loss: 2.6300, grad_norm: 2.8354 2020-08-03 16:43:25,048 - mmaction - INFO - Epoch [133][280/3757] lr: 4.755e-02, eta: 4 days, 13:28:52, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6227, loss_cls: 2.7765, loss: 2.7765, grad_norm: 2.9506 2020-08-03 16:43:40,818 - mmaction - INFO - Epoch [133][300/3757] lr: 4.755e-02, eta: 4 days, 13:28:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6609, loss_cls: 2.6824, loss: 2.6824, grad_norm: 2.9111 2020-08-03 16:43:57,169 - mmaction - INFO - Epoch [133][320/3757] lr: 4.755e-02, eta: 4 days, 13:27:25, time: 0.818, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6422, loss_cls: 2.7470, loss: 2.7470, grad_norm: 2.9612 2020-08-03 16:44:13,770 - mmaction - INFO - Epoch [133][340/3757] lr: 4.755e-02, eta: 4 days, 13:26:58, time: 0.830, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6398, loss_cls: 2.7205, loss: 2.7205, grad_norm: 2.9389 2020-08-03 16:44:30,901 - mmaction - INFO - Epoch [133][360/3757] lr: 4.755e-02, eta: 4 days, 13:26:47, time: 0.856, data_time: 0.013, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6672, loss_cls: 2.6200, loss: 2.6200, grad_norm: 2.9483 2020-08-03 16:44:51,754 - mmaction - INFO - Epoch [133][380/3757] lr: 4.755e-02, eta: 4 days, 13:28:29, time: 1.043, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6531, loss_cls: 2.7125, loss: 2.7125, grad_norm: 2.9483 2020-08-03 16:45:09,009 - mmaction - INFO - Epoch [133][400/3757] lr: 4.755e-02, eta: 4 days, 13:28:22, time: 0.863, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6555, loss_cls: 2.6449, loss: 2.6449, grad_norm: 2.8979 2020-08-03 16:45:25,500 - mmaction - INFO - Epoch [133][420/3757] lr: 4.755e-02, eta: 4 days, 13:27:52, time: 0.824, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6469, loss_cls: 2.7232, loss: 2.7232, grad_norm: 2.9395 2020-08-03 16:45:41,350 - mmaction - INFO - Epoch [133][440/3757] lr: 4.755e-02, eta: 4 days, 13:27:02, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6383, loss_cls: 2.7217, loss: 2.7217, grad_norm: 2.9248 2020-08-03 16:45:58,219 - mmaction - INFO - Epoch [133][460/3757] lr: 4.755e-02, eta: 4 days, 13:26:43, time: 0.843, data_time: 0.006, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6242, loss_cls: 2.7796, loss: 2.7796, grad_norm: 3.0001 2020-08-03 16:46:14,096 - mmaction - INFO - Epoch [133][480/3757] lr: 4.755e-02, eta: 4 days, 13:25:55, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6328, loss_cls: 2.7610, loss: 2.7610, grad_norm: 3.0223 2020-08-03 16:46:29,931 - mmaction - INFO - Epoch [133][500/3757] lr: 4.755e-02, eta: 4 days, 13:25:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6359, loss_cls: 2.7729, loss: 2.7729, grad_norm: 2.9879 2020-08-03 16:46:45,709 - mmaction - INFO - Epoch [133][520/3757] lr: 4.755e-02, eta: 4 days, 13:24:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6320, loss_cls: 2.7651, loss: 2.7651, grad_norm: 2.9676 2020-08-03 16:47:01,524 - mmaction - INFO - Epoch [133][540/3757] lr: 4.755e-02, eta: 4 days, 13:23:24, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6422, loss_cls: 2.7755, loss: 2.7755, grad_norm: 2.9811 2020-08-03 16:47:17,350 - mmaction - INFO - Epoch [133][560/3757] lr: 4.755e-02, eta: 4 days, 13:22:34, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6609, loss_cls: 2.6717, loss: 2.6717, grad_norm: 2.9261 2020-08-03 16:47:33,180 - mmaction - INFO - Epoch [133][580/3757] lr: 4.755e-02, eta: 4 days, 13:21:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6602, loss_cls: 2.6460, loss: 2.6460, grad_norm: 2.8204 2020-08-03 16:47:48,982 - mmaction - INFO - Epoch [133][600/3757] lr: 4.755e-02, eta: 4 days, 13:20:54, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6547, loss_cls: 2.6856, loss: 2.6856, grad_norm: 2.8943 2020-08-03 16:48:04,805 - mmaction - INFO - Epoch [133][620/3757] lr: 4.755e-02, eta: 4 days, 13:20:04, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3648, top5_acc: 0.6344, loss_cls: 2.7920, loss: 2.7920, grad_norm: 2.9639 2020-08-03 16:48:20,723 - mmaction - INFO - Epoch [133][640/3757] lr: 4.755e-02, eta: 4 days, 13:19:18, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.7269, loss: 2.7269, grad_norm: 2.8989 2020-08-03 16:48:36,397 - mmaction - INFO - Epoch [133][660/3757] lr: 4.755e-02, eta: 4 days, 13:18:24, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6547, loss_cls: 2.7173, loss: 2.7173, grad_norm: 2.9452 2020-08-03 16:48:52,182 - mmaction - INFO - Epoch [133][680/3757] lr: 4.755e-02, eta: 4 days, 13:17:34, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6633, loss_cls: 2.6852, loss: 2.6852, grad_norm: 2.9660 2020-08-03 16:49:07,980 - mmaction - INFO - Epoch [133][700/3757] lr: 4.755e-02, eta: 4 days, 13:16:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6367, loss_cls: 2.8052, loss: 2.8052, grad_norm: 2.8846 2020-08-03 16:49:23,748 - mmaction - INFO - Epoch [133][720/3757] lr: 4.755e-02, eta: 4 days, 13:15:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6328, loss_cls: 2.8323, loss: 2.8323, grad_norm: 2.8670 2020-08-03 16:49:39,534 - mmaction - INFO - Epoch [133][740/3757] lr: 4.755e-02, eta: 4 days, 13:15:02, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6727, loss_cls: 2.6327, loss: 2.6327, grad_norm: 2.8504 2020-08-03 16:49:55,305 - mmaction - INFO - Epoch [133][760/3757] lr: 4.755e-02, eta: 4 days, 13:14:12, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6578, loss_cls: 2.7631, loss: 2.7631, grad_norm: 2.9415 2020-08-03 16:50:11,085 - mmaction - INFO - Epoch [133][780/3757] lr: 4.755e-02, eta: 4 days, 13:13:22, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6422, loss_cls: 2.7510, loss: 2.7510, grad_norm: 2.9729 2020-08-03 16:50:26,840 - mmaction - INFO - Epoch [133][800/3757] lr: 4.755e-02, eta: 4 days, 13:12:31, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6422, loss_cls: 2.7817, loss: 2.7817, grad_norm: 2.9355 2020-08-03 16:50:42,631 - mmaction - INFO - Epoch [133][820/3757] lr: 4.755e-02, eta: 4 days, 13:11:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6484, loss_cls: 2.6718, loss: 2.6718, grad_norm: 2.9345 2020-08-03 16:50:58,424 - mmaction - INFO - Epoch [133][840/3757] lr: 4.755e-02, eta: 4 days, 13:10:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6352, loss_cls: 2.7882, loss: 2.7882, grad_norm: 2.9367 2020-08-03 16:51:14,221 - mmaction - INFO - Epoch [133][860/3757] lr: 4.755e-02, eta: 4 days, 13:10:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6391, loss_cls: 2.7276, loss: 2.7276, grad_norm: 2.8756 2020-08-03 16:51:30,038 - mmaction - INFO - Epoch [133][880/3757] lr: 4.755e-02, eta: 4 days, 13:09:13, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6578, loss_cls: 2.6695, loss: 2.6695, grad_norm: 2.9191 2020-08-03 16:51:45,765 - mmaction - INFO - Epoch [133][900/3757] lr: 4.755e-02, eta: 4 days, 13:08:23, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6648, loss_cls: 2.6646, loss: 2.6646, grad_norm: 2.9301 2020-08-03 16:52:01,849 - mmaction - INFO - Epoch [133][920/3757] lr: 4.755e-02, eta: 4 days, 13:07:42, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6469, loss_cls: 2.6586, loss: 2.6586, grad_norm: 2.9476 2020-08-03 16:52:17,633 - mmaction - INFO - Epoch [133][940/3757] lr: 4.755e-02, eta: 4 days, 13:06:53, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6422, loss_cls: 2.7918, loss: 2.7918, grad_norm: 2.9933 2020-08-03 16:52:33,481 - mmaction - INFO - Epoch [133][960/3757] lr: 4.755e-02, eta: 4 days, 13:06:05, time: 0.792, data_time: 0.000, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6312, loss_cls: 2.8040, loss: 2.8040, grad_norm: 2.9281 2020-08-03 16:52:49,358 - mmaction - INFO - Epoch [133][980/3757] lr: 4.755e-02, eta: 4 days, 13:05:18, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6727, loss_cls: 2.6802, loss: 2.6802, grad_norm: 2.8980 2020-08-03 16:53:05,200 - mmaction - INFO - Epoch [133][1000/3757] lr: 4.755e-02, eta: 4 days, 13:04:31, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6375, loss_cls: 2.8115, loss: 2.8115, grad_norm: 3.0065 2020-08-03 16:53:21,074 - mmaction - INFO - Epoch [133][1020/3757] lr: 4.755e-02, eta: 4 days, 13:03:45, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6297, loss_cls: 2.7989, loss: 2.7989, grad_norm: 2.9435 2020-08-03 16:53:36,962 - mmaction - INFO - Epoch [133][1040/3757] lr: 4.755e-02, eta: 4 days, 13:02:59, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6562, loss_cls: 2.6808, loss: 2.6808, grad_norm: 2.9821 2020-08-03 16:53:52,734 - mmaction - INFO - Epoch [133][1060/3757] lr: 4.755e-02, eta: 4 days, 13:02:10, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6406, loss_cls: 2.7271, loss: 2.7271, grad_norm: 2.8925 2020-08-03 16:54:08,519 - mmaction - INFO - Epoch [133][1080/3757] lr: 4.755e-02, eta: 4 days, 13:01:21, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6227, loss_cls: 2.7875, loss: 2.7875, grad_norm: 2.9721 2020-08-03 16:54:24,454 - mmaction - INFO - Epoch [133][1100/3757] lr: 4.755e-02, eta: 4 days, 13:00:37, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6602, loss_cls: 2.7071, loss: 2.7071, grad_norm: 2.9233 2020-08-03 16:54:40,190 - mmaction - INFO - Epoch [133][1120/3757] lr: 4.755e-02, eta: 4 days, 12:59:47, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.7788, loss: 2.7788, grad_norm: 2.9121 2020-08-03 16:54:55,945 - mmaction - INFO - Epoch [133][1140/3757] lr: 4.755e-02, eta: 4 days, 12:58:57, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6617, loss_cls: 2.6640, loss: 2.6640, grad_norm: 2.8384 2020-08-03 16:55:11,668 - mmaction - INFO - Epoch [133][1160/3757] lr: 4.755e-02, eta: 4 days, 12:58:07, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6602, loss_cls: 2.6773, loss: 2.6773, grad_norm: 2.7911 2020-08-03 16:55:27,607 - mmaction - INFO - Epoch [133][1180/3757] lr: 4.755e-02, eta: 4 days, 12:57:22, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6484, loss_cls: 2.7241, loss: 2.7241, grad_norm: 2.8454 2020-08-03 16:55:43,427 - mmaction - INFO - Epoch [133][1200/3757] lr: 4.755e-02, eta: 4 days, 12:56:35, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6383, loss_cls: 2.7498, loss: 2.7498, grad_norm: 2.8745 2020-08-03 16:55:59,314 - mmaction - INFO - Epoch [133][1220/3757] lr: 4.755e-02, eta: 4 days, 12:55:50, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6539, loss_cls: 2.6875, loss: 2.6875, grad_norm: 2.9165 2020-08-03 16:56:15,210 - mmaction - INFO - Epoch [133][1240/3757] lr: 4.755e-02, eta: 4 days, 12:55:05, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6414, loss_cls: 2.7359, loss: 2.7359, grad_norm: 2.8814 2020-08-03 16:56:30,972 - mmaction - INFO - Epoch [133][1260/3757] lr: 4.755e-02, eta: 4 days, 12:54:16, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6562, loss_cls: 2.7081, loss: 2.7081, grad_norm: 2.9494 2020-08-03 16:56:46,833 - mmaction - INFO - Epoch [133][1280/3757] lr: 4.755e-02, eta: 4 days, 12:53:31, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6414, loss_cls: 2.7319, loss: 2.7319, grad_norm: 2.9098 2020-08-03 16:57:02,680 - mmaction - INFO - Epoch [133][1300/3757] lr: 4.755e-02, eta: 4 days, 12:52:45, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6641, loss_cls: 2.6215, loss: 2.6215, grad_norm: 2.8314 2020-08-03 16:57:18,490 - mmaction - INFO - Epoch [133][1320/3757] lr: 4.755e-02, eta: 4 days, 12:51:58, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6445, loss_cls: 2.7165, loss: 2.7165, grad_norm: 2.9170 2020-08-03 16:57:34,208 - mmaction - INFO - Epoch [133][1340/3757] lr: 4.755e-02, eta: 4 days, 12:51:08, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6305, loss_cls: 2.7539, loss: 2.7539, grad_norm: 2.9590 2020-08-03 16:57:50,046 - mmaction - INFO - Epoch [133][1360/3757] lr: 4.755e-02, eta: 4 days, 12:50:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.6771, loss: 2.6771, grad_norm: 2.9419 2020-08-03 16:58:05,861 - mmaction - INFO - Epoch [133][1380/3757] lr: 4.755e-02, eta: 4 days, 12:49:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6625, loss_cls: 2.6250, loss: 2.6250, grad_norm: 2.9333 2020-08-03 16:58:21,639 - mmaction - INFO - Epoch [133][1400/3757] lr: 4.755e-02, eta: 4 days, 12:48:47, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6289, loss_cls: 2.7359, loss: 2.7359, grad_norm: 2.9281 2020-08-03 16:58:37,598 - mmaction - INFO - Epoch [133][1420/3757] lr: 4.755e-02, eta: 4 days, 12:48:04, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6523, loss_cls: 2.7328, loss: 2.7328, grad_norm: 3.0925 2020-08-03 16:58:53,363 - mmaction - INFO - Epoch [133][1440/3757] lr: 4.755e-02, eta: 4 days, 12:47:15, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6586, loss_cls: 2.6654, loss: 2.6654, grad_norm: 2.9363 2020-08-03 16:59:09,200 - mmaction - INFO - Epoch [133][1460/3757] lr: 4.755e-02, eta: 4 days, 12:46:31, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6328, loss_cls: 2.7262, loss: 2.7262, grad_norm: 2.9588 2020-08-03 16:59:24,898 - mmaction - INFO - Epoch [133][1480/3757] lr: 4.755e-02, eta: 4 days, 12:45:41, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6383, loss_cls: 2.6575, loss: 2.6575, grad_norm: 2.8345 2020-08-03 16:59:40,685 - mmaction - INFO - Epoch [133][1500/3757] lr: 4.755e-02, eta: 4 days, 12:44:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6562, loss_cls: 2.6357, loss: 2.6357, grad_norm: 2.8628 2020-08-03 16:59:56,443 - mmaction - INFO - Epoch [133][1520/3757] lr: 4.755e-02, eta: 4 days, 12:44:06, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6484, loss_cls: 2.6935, loss: 2.6935, grad_norm: 2.9149 2020-08-03 17:00:20,711 - mmaction - INFO - Epoch [133][1540/3757] lr: 4.755e-02, eta: 4 days, 12:45:22, time: 1.008, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6484, loss_cls: 2.7392, loss: 2.7392, grad_norm: 2.9177 2020-08-03 17:00:36,587 - mmaction - INFO - Epoch [133][1560/3757] lr: 4.755e-02, eta: 4 days, 12:46:32, time: 0.998, data_time: 0.212, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6500, loss_cls: 2.7430, loss: 2.7430, grad_norm: 2.9428 2020-08-03 17:00:52,516 - mmaction - INFO - Epoch [133][1580/3757] lr: 4.755e-02, eta: 4 days, 12:45:49, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6461, loss_cls: 2.7246, loss: 2.7246, grad_norm: 2.9307 2020-08-03 17:01:08,250 - mmaction - INFO - Epoch [133][1600/3757] lr: 4.755e-02, eta: 4 days, 12:45:00, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6539, loss_cls: 2.7235, loss: 2.7235, grad_norm: 2.9351 2020-08-03 17:01:24,086 - mmaction - INFO - Epoch [133][1620/3757] lr: 4.755e-02, eta: 4 days, 12:44:15, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6477, loss_cls: 2.7088, loss: 2.7088, grad_norm: 2.8997 2020-08-03 17:01:39,809 - mmaction - INFO - Epoch [133][1640/3757] lr: 4.755e-02, eta: 4 days, 12:43:26, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6664, loss_cls: 2.5981, loss: 2.5981, grad_norm: 2.9504 2020-08-03 17:01:55,529 - mmaction - INFO - Epoch [133][1660/3757] lr: 4.755e-02, eta: 4 days, 12:42:38, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6219, loss_cls: 2.7772, loss: 2.7772, grad_norm: 2.9167 2020-08-03 17:02:11,371 - mmaction - INFO - Epoch [133][1680/3757] lr: 4.755e-02, eta: 4 days, 12:41:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6477, loss_cls: 2.6754, loss: 2.6754, grad_norm: 2.9147 2020-08-03 17:02:27,215 - mmaction - INFO - Epoch [133][1700/3757] lr: 4.755e-02, eta: 4 days, 12:41:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6234, loss_cls: 2.7923, loss: 2.7923, grad_norm: 2.9675 2020-08-03 17:02:45,909 - mmaction - INFO - Epoch [133][1720/3757] lr: 4.755e-02, eta: 4 days, 12:41:42, time: 0.935, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6469, loss_cls: 2.7380, loss: 2.7380, grad_norm: 2.8340 2020-08-03 17:03:01,727 - mmaction - INFO - Epoch [133][1740/3757] lr: 4.755e-02, eta: 4 days, 12:40:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6492, loss_cls: 2.7395, loss: 2.7395, grad_norm: 3.0144 2020-08-03 17:03:17,595 - mmaction - INFO - Epoch [133][1760/3757] lr: 4.755e-02, eta: 4 days, 12:40:11, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6367, loss_cls: 2.7635, loss: 2.7635, grad_norm: 2.9538 2020-08-03 17:03:33,340 - mmaction - INFO - Epoch [133][1780/3757] lr: 4.755e-02, eta: 4 days, 12:39:24, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6430, loss_cls: 2.7069, loss: 2.7069, grad_norm: 2.9667 2020-08-03 17:03:49,176 - mmaction - INFO - Epoch [133][1800/3757] lr: 4.755e-02, eta: 4 days, 12:38:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6469, loss_cls: 2.6724, loss: 2.6724, grad_norm: 2.8587 2020-08-03 17:04:04,990 - mmaction - INFO - Epoch [133][1820/3757] lr: 4.755e-02, eta: 4 days, 12:37:53, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6500, loss_cls: 2.7307, loss: 2.7307, grad_norm: 2.9435 2020-08-03 17:04:20,836 - mmaction - INFO - Epoch [133][1840/3757] lr: 4.755e-02, eta: 4 days, 12:37:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6227, loss_cls: 2.7962, loss: 2.7962, grad_norm: 2.8656 2020-08-03 17:04:36,656 - mmaction - INFO - Epoch [133][1860/3757] lr: 4.755e-02, eta: 4 days, 12:36:24, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6492, loss_cls: 2.7238, loss: 2.7238, grad_norm: 2.8720 2020-08-03 17:04:52,429 - mmaction - INFO - Epoch [133][1880/3757] lr: 4.755e-02, eta: 4 days, 12:35:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6508, loss_cls: 2.6957, loss: 2.6957, grad_norm: 2.8860 2020-08-03 17:05:08,261 - mmaction - INFO - Epoch [133][1900/3757] lr: 4.755e-02, eta: 4 days, 12:34:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6406, loss_cls: 2.7320, loss: 2.7320, grad_norm: 2.8944 2020-08-03 17:05:24,135 - mmaction - INFO - Epoch [133][1920/3757] lr: 4.755e-02, eta: 4 days, 12:34:08, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6242, loss_cls: 2.7303, loss: 2.7303, grad_norm: 2.9090 2020-08-03 17:05:40,011 - mmaction - INFO - Epoch [133][1940/3757] lr: 4.755e-02, eta: 4 days, 12:33:24, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6547, loss_cls: 2.6654, loss: 2.6654, grad_norm: 2.9649 2020-08-03 17:05:55,837 - mmaction - INFO - Epoch [133][1960/3757] lr: 4.755e-02, eta: 4 days, 12:32:40, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6547, loss_cls: 2.6296, loss: 2.6296, grad_norm: 2.9982 2020-08-03 17:06:11,630 - mmaction - INFO - Epoch [133][1980/3757] lr: 4.755e-02, eta: 4 days, 12:31:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6633, loss_cls: 2.6499, loss: 2.6499, grad_norm: 2.8759 2020-08-03 17:06:27,391 - mmaction - INFO - Epoch [133][2000/3757] lr: 4.755e-02, eta: 4 days, 12:31:08, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.7358, loss: 2.7358, grad_norm: 2.9181 2020-08-03 17:06:43,227 - mmaction - INFO - Epoch [133][2020/3757] lr: 4.755e-02, eta: 4 days, 12:30:24, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6617, loss_cls: 2.6085, loss: 2.6085, grad_norm: 2.8785 2020-08-03 17:06:59,101 - mmaction - INFO - Epoch [133][2040/3757] lr: 4.755e-02, eta: 4 days, 12:29:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6406, loss_cls: 2.7578, loss: 2.7578, grad_norm: 2.9310 2020-08-03 17:07:14,940 - mmaction - INFO - Epoch [133][2060/3757] lr: 4.755e-02, eta: 4 days, 12:28:57, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6453, loss_cls: 2.7258, loss: 2.7258, grad_norm: 2.9182 2020-08-03 17:07:30,713 - mmaction - INFO - Epoch [133][2080/3757] lr: 4.755e-02, eta: 4 days, 12:28:11, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6477, loss_cls: 2.6753, loss: 2.6753, grad_norm: 2.9063 2020-08-03 17:07:46,555 - mmaction - INFO - Epoch [133][2100/3757] lr: 4.755e-02, eta: 4 days, 12:27:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6320, loss_cls: 2.7718, loss: 2.7718, grad_norm: 2.9858 2020-08-03 17:08:02,394 - mmaction - INFO - Epoch [133][2120/3757] lr: 4.755e-02, eta: 4 days, 12:26:44, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6422, loss_cls: 2.7647, loss: 2.7647, grad_norm: 2.8744 2020-08-03 17:08:18,186 - mmaction - INFO - Epoch [133][2140/3757] lr: 4.755e-02, eta: 4 days, 12:25:58, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6484, loss_cls: 2.7592, loss: 2.7592, grad_norm: 2.9767 2020-08-03 17:08:33,921 - mmaction - INFO - Epoch [133][2160/3757] lr: 4.755e-02, eta: 4 days, 12:25:12, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6555, loss_cls: 2.7176, loss: 2.7176, grad_norm: 2.9941 2020-08-03 17:08:49,724 - mmaction - INFO - Epoch [133][2180/3757] lr: 4.755e-02, eta: 4 days, 12:24:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6336, loss_cls: 2.8249, loss: 2.8249, grad_norm: 2.9084 2020-08-03 17:09:05,539 - mmaction - INFO - Epoch [133][2200/3757] lr: 4.755e-02, eta: 4 days, 12:23:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6594, loss_cls: 2.6496, loss: 2.6496, grad_norm: 2.9058 2020-08-03 17:09:21,307 - mmaction - INFO - Epoch [133][2220/3757] lr: 4.755e-02, eta: 4 days, 12:22:58, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6727, loss_cls: 2.6283, loss: 2.6283, grad_norm: 2.9858 2020-08-03 17:09:37,066 - mmaction - INFO - Epoch [133][2240/3757] lr: 4.755e-02, eta: 4 days, 12:22:12, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6570, loss_cls: 2.7693, loss: 2.7693, grad_norm: 2.9886 2020-08-03 17:09:52,889 - mmaction - INFO - Epoch [133][2260/3757] lr: 4.755e-02, eta: 4 days, 12:21:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6352, loss_cls: 2.8265, loss: 2.8265, grad_norm: 3.0860 2020-08-03 17:10:08,615 - mmaction - INFO - Epoch [133][2280/3757] lr: 4.755e-02, eta: 4 days, 12:20:41, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.7319, loss: 2.7319, grad_norm: 2.9277 2020-08-03 17:10:24,314 - mmaction - INFO - Epoch [133][2300/3757] lr: 4.755e-02, eta: 4 days, 12:19:55, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6492, loss_cls: 2.6979, loss: 2.6979, grad_norm: 2.8621 2020-08-03 17:10:40,153 - mmaction - INFO - Epoch [133][2320/3757] lr: 4.755e-02, eta: 4 days, 12:19:12, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6398, loss_cls: 2.7495, loss: 2.7495, grad_norm: 2.9250 2020-08-03 17:10:55,834 - mmaction - INFO - Epoch [133][2340/3757] lr: 4.755e-02, eta: 4 days, 12:18:24, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6594, loss_cls: 2.6631, loss: 2.6631, grad_norm: 2.9505 2020-08-03 17:11:11,541 - mmaction - INFO - Epoch [133][2360/3757] lr: 4.755e-02, eta: 4 days, 12:17:38, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6359, loss_cls: 2.8248, loss: 2.8248, grad_norm: 2.9751 2020-08-03 17:11:27,393 - mmaction - INFO - Epoch [133][2380/3757] lr: 4.755e-02, eta: 4 days, 12:16:55, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6633, loss_cls: 2.5973, loss: 2.5973, grad_norm: 2.8862 2020-08-03 17:11:43,177 - mmaction - INFO - Epoch [133][2400/3757] lr: 4.755e-02, eta: 4 days, 12:16:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6648, loss_cls: 2.6182, loss: 2.6182, grad_norm: 3.0000 2020-08-03 17:11:58,997 - mmaction - INFO - Epoch [133][2420/3757] lr: 4.755e-02, eta: 4 days, 12:15:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6344, loss_cls: 2.7888, loss: 2.7888, grad_norm: 2.9545 2020-08-03 17:12:14,828 - mmaction - INFO - Epoch [133][2440/3757] lr: 4.755e-02, eta: 4 days, 12:14:44, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6562, loss_cls: 2.7041, loss: 2.7041, grad_norm: 2.8661 2020-08-03 17:12:30,655 - mmaction - INFO - Epoch [133][2460/3757] lr: 4.755e-02, eta: 4 days, 12:14:01, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6461, loss_cls: 2.7161, loss: 2.7161, grad_norm: 2.9242 2020-08-03 17:12:46,420 - mmaction - INFO - Epoch [133][2480/3757] lr: 4.755e-02, eta: 4 days, 12:13:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6547, loss_cls: 2.7486, loss: 2.7486, grad_norm: 2.9152 2020-08-03 17:13:02,266 - mmaction - INFO - Epoch [133][2500/3757] lr: 4.755e-02, eta: 4 days, 12:12:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6703, loss_cls: 2.5863, loss: 2.5863, grad_norm: 2.8753 2020-08-03 17:13:17,972 - mmaction - INFO - Epoch [133][2520/3757] lr: 4.755e-02, eta: 4 days, 12:11:48, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6328, loss_cls: 2.7803, loss: 2.7803, grad_norm: 2.9345 2020-08-03 17:13:33,758 - mmaction - INFO - Epoch [133][2540/3757] lr: 4.755e-02, eta: 4 days, 12:11:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6414, loss_cls: 2.6783, loss: 2.6783, grad_norm: 2.8647 2020-08-03 17:13:49,520 - mmaction - INFO - Epoch [133][2560/3757] lr: 4.755e-02, eta: 4 days, 12:10:19, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6258, loss_cls: 2.7981, loss: 2.7981, grad_norm: 2.9884 2020-08-03 17:14:05,341 - mmaction - INFO - Epoch [133][2580/3757] lr: 4.755e-02, eta: 4 days, 12:09:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6641, loss_cls: 2.5802, loss: 2.5802, grad_norm: 2.9404 2020-08-03 17:14:21,030 - mmaction - INFO - Epoch [133][2600/3757] lr: 4.755e-02, eta: 4 days, 12:08:50, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3539, top5_acc: 0.6336, loss_cls: 2.7853, loss: 2.7853, grad_norm: 2.9737 2020-08-03 17:14:36,801 - mmaction - INFO - Epoch [133][2620/3757] lr: 4.755e-02, eta: 4 days, 12:08:06, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6477, loss_cls: 2.7303, loss: 2.7303, grad_norm: 2.9192 2020-08-03 17:14:52,677 - mmaction - INFO - Epoch [133][2640/3757] lr: 4.755e-02, eta: 4 days, 12:07:25, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6469, loss_cls: 2.7184, loss: 2.7184, grad_norm: 2.9597 2020-08-03 17:15:08,433 - mmaction - INFO - Epoch [133][2660/3757] lr: 4.755e-02, eta: 4 days, 12:06:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6156, loss_cls: 2.8105, loss: 2.8105, grad_norm: 3.0290 2020-08-03 17:15:24,232 - mmaction - INFO - Epoch [133][2680/3757] lr: 4.755e-02, eta: 4 days, 12:05:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6367, loss_cls: 2.7406, loss: 2.7406, grad_norm: 2.9075 2020-08-03 17:15:40,043 - mmaction - INFO - Epoch [133][2700/3757] lr: 4.755e-02, eta: 4 days, 12:05:15, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6156, loss_cls: 2.8585, loss: 2.8585, grad_norm: 2.8816 2020-08-03 17:15:55,836 - mmaction - INFO - Epoch [133][2720/3757] lr: 4.755e-02, eta: 4 days, 12:04:31, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6656, loss_cls: 2.6036, loss: 2.6036, grad_norm: 2.7382 2020-08-03 17:16:11,602 - mmaction - INFO - Epoch [133][2740/3757] lr: 4.755e-02, eta: 4 days, 12:03:48, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6383, loss_cls: 2.7421, loss: 2.7421, grad_norm: 2.8799 2020-08-03 17:16:27,460 - mmaction - INFO - Epoch [133][2760/3757] lr: 4.755e-02, eta: 4 days, 12:03:06, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6383, loss_cls: 2.7782, loss: 2.7782, grad_norm: 2.9664 2020-08-03 17:16:43,224 - mmaction - INFO - Epoch [133][2780/3757] lr: 4.755e-02, eta: 4 days, 12:02:23, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6352, loss_cls: 2.7922, loss: 2.7922, grad_norm: 2.8901 2020-08-03 17:16:59,051 - mmaction - INFO - Epoch [133][2800/3757] lr: 4.755e-02, eta: 4 days, 12:01:41, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6430, loss_cls: 2.7218, loss: 2.7218, grad_norm: 2.8876 2020-08-03 17:17:14,735 - mmaction - INFO - Epoch [133][2820/3757] lr: 4.755e-02, eta: 4 days, 12:00:55, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6344, loss_cls: 2.8190, loss: 2.8190, grad_norm: 2.9809 2020-08-03 17:17:30,550 - mmaction - INFO - Epoch [133][2840/3757] lr: 4.755e-02, eta: 4 days, 12:00:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6570, loss_cls: 2.6541, loss: 2.6541, grad_norm: 2.8435 2020-08-03 17:17:46,349 - mmaction - INFO - Epoch [133][2860/3757] lr: 4.755e-02, eta: 4 days, 11:59:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6375, loss_cls: 2.7425, loss: 2.7425, grad_norm: 2.9011 2020-08-03 17:18:02,106 - mmaction - INFO - Epoch [133][2880/3757] lr: 4.755e-02, eta: 4 days, 11:58:47, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6336, loss_cls: 2.7774, loss: 2.7774, grad_norm: 2.8583 2020-08-03 17:18:17,876 - mmaction - INFO - Epoch [133][2900/3757] lr: 4.755e-02, eta: 4 days, 11:58:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6508, loss_cls: 2.6702, loss: 2.6702, grad_norm: 2.9490 2020-08-03 17:18:33,701 - mmaction - INFO - Epoch [133][2920/3757] lr: 4.755e-02, eta: 4 days, 11:57:22, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6484, loss_cls: 2.7245, loss: 2.7245, grad_norm: 2.9952 2020-08-03 17:18:49,506 - mmaction - INFO - Epoch [133][2940/3757] lr: 4.755e-02, eta: 4 days, 11:56:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6445, loss_cls: 2.7632, loss: 2.7632, grad_norm: 2.9231 2020-08-03 17:19:05,321 - mmaction - INFO - Epoch [133][2960/3757] lr: 4.755e-02, eta: 4 days, 11:55:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6539, loss_cls: 2.7264, loss: 2.7264, grad_norm: 2.9345 2020-08-03 17:19:21,137 - mmaction - INFO - Epoch [133][2980/3757] lr: 4.755e-02, eta: 4 days, 11:55:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6352, loss_cls: 2.7899, loss: 2.7899, grad_norm: 2.9405 2020-08-03 17:19:36,944 - mmaction - INFO - Epoch [133][3000/3757] lr: 4.755e-02, eta: 4 days, 11:54:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6492, loss_cls: 2.7605, loss: 2.7605, grad_norm: 2.8813 2020-08-03 17:19:52,757 - mmaction - INFO - Epoch [133][3020/3757] lr: 4.755e-02, eta: 4 days, 11:53:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6492, loss_cls: 2.6678, loss: 2.6678, grad_norm: 2.8780 2020-08-03 17:20:08,602 - mmaction - INFO - Epoch [133][3040/3757] lr: 4.755e-02, eta: 4 days, 11:53:12, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6469, loss_cls: 2.7089, loss: 2.7089, grad_norm: 2.9296 2020-08-03 17:20:24,381 - mmaction - INFO - Epoch [133][3060/3757] lr: 4.755e-02, eta: 4 days, 11:52:29, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6680, loss_cls: 2.6377, loss: 2.6377, grad_norm: 2.9380 2020-08-03 17:20:40,107 - mmaction - INFO - Epoch [133][3080/3757] lr: 4.755e-02, eta: 4 days, 11:51:46, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6055, loss_cls: 2.8077, loss: 2.8077, grad_norm: 3.0195 2020-08-03 17:20:55,867 - mmaction - INFO - Epoch [133][3100/3757] lr: 4.755e-02, eta: 4 days, 11:51:02, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6570, loss_cls: 2.6836, loss: 2.6836, grad_norm: 2.9431 2020-08-03 17:21:11,698 - mmaction - INFO - Epoch [133][3120/3757] lr: 4.755e-02, eta: 4 days, 11:50:22, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6578, loss_cls: 2.7134, loss: 2.7134, grad_norm: 2.9085 2020-08-03 17:21:27,488 - mmaction - INFO - Epoch [133][3140/3757] lr: 4.755e-02, eta: 4 days, 11:49:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6562, loss_cls: 2.7620, loss: 2.7620, grad_norm: 2.8997 2020-08-03 17:21:43,381 - mmaction - INFO - Epoch [133][3160/3757] lr: 4.755e-02, eta: 4 days, 11:49:00, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6367, loss_cls: 2.7426, loss: 2.7426, grad_norm: 2.9596 2020-08-03 17:21:59,219 - mmaction - INFO - Epoch [133][3180/3757] lr: 4.755e-02, eta: 4 days, 11:48:19, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6234, loss_cls: 2.7995, loss: 2.7995, grad_norm: 3.0736 2020-08-03 17:22:14,905 - mmaction - INFO - Epoch [133][3200/3757] lr: 4.755e-02, eta: 4 days, 11:47:35, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6578, loss_cls: 2.6583, loss: 2.6583, grad_norm: 2.8510 2020-08-03 17:22:30,708 - mmaction - INFO - Epoch [133][3220/3757] lr: 4.755e-02, eta: 4 days, 11:46:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6305, loss_cls: 2.7622, loss: 2.7622, grad_norm: 2.9405 2020-08-03 17:22:46,466 - mmaction - INFO - Epoch [133][3240/3757] lr: 4.755e-02, eta: 4 days, 11:46:11, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6391, loss_cls: 2.7466, loss: 2.7466, grad_norm: 2.9790 2020-08-03 17:23:02,311 - mmaction - INFO - Epoch [133][3260/3757] lr: 4.755e-02, eta: 4 days, 11:45:31, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6242, loss_cls: 2.7822, loss: 2.7822, grad_norm: 3.0285 2020-08-03 17:23:18,075 - mmaction - INFO - Epoch [133][3280/3757] lr: 4.755e-02, eta: 4 days, 11:44:49, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6297, loss_cls: 2.8139, loss: 2.8139, grad_norm: 2.9592 2020-08-03 17:23:33,862 - mmaction - INFO - Epoch [133][3300/3757] lr: 4.755e-02, eta: 4 days, 11:44:07, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6422, loss_cls: 2.7070, loss: 2.7070, grad_norm: 2.9829 2020-08-03 17:23:49,658 - mmaction - INFO - Epoch [133][3320/3757] lr: 4.755e-02, eta: 4 days, 11:43:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6594, loss_cls: 2.7344, loss: 2.7344, grad_norm: 2.9270 2020-08-03 17:24:05,443 - mmaction - INFO - Epoch [133][3340/3757] lr: 4.755e-02, eta: 4 days, 11:42:44, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6562, loss_cls: 2.7203, loss: 2.7203, grad_norm: 2.9511 2020-08-03 17:24:21,210 - mmaction - INFO - Epoch [133][3360/3757] lr: 4.755e-02, eta: 4 days, 11:42:02, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6344, loss_cls: 2.7856, loss: 2.7856, grad_norm: 2.8681 2020-08-03 17:24:37,034 - mmaction - INFO - Epoch [133][3380/3757] lr: 4.755e-02, eta: 4 days, 11:41:22, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6492, loss_cls: 2.7011, loss: 2.7011, grad_norm: 2.9082 2020-08-03 17:24:52,918 - mmaction - INFO - Epoch [133][3400/3757] lr: 4.755e-02, eta: 4 days, 11:40:43, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6531, loss_cls: 2.6958, loss: 2.6958, grad_norm: 2.9634 2020-08-03 17:25:08,699 - mmaction - INFO - Epoch [133][3420/3757] lr: 4.755e-02, eta: 4 days, 11:40:02, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6383, loss_cls: 2.7272, loss: 2.7272, grad_norm: 2.8726 2020-08-03 17:25:24,444 - mmaction - INFO - Epoch [133][3440/3757] lr: 4.755e-02, eta: 4 days, 11:39:20, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6234, loss_cls: 2.8348, loss: 2.8348, grad_norm: 2.7929 2020-08-03 17:25:40,223 - mmaction - INFO - Epoch [133][3460/3757] lr: 4.755e-02, eta: 4 days, 11:38:38, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6578, loss_cls: 2.7855, loss: 2.7855, grad_norm: 2.9399 2020-08-03 17:25:56,056 - mmaction - INFO - Epoch [133][3480/3757] lr: 4.755e-02, eta: 4 days, 11:37:58, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6469, loss_cls: 2.6295, loss: 2.6295, grad_norm: 2.8949 2020-08-03 17:26:11,863 - mmaction - INFO - Epoch [133][3500/3757] lr: 4.755e-02, eta: 4 days, 11:37:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6398, loss_cls: 2.7312, loss: 2.7312, grad_norm: 2.9570 2020-08-03 17:26:27,694 - mmaction - INFO - Epoch [133][3520/3757] lr: 4.755e-02, eta: 4 days, 11:36:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6344, loss_cls: 2.7809, loss: 2.7809, grad_norm: 3.0166 2020-08-03 17:26:43,474 - mmaction - INFO - Epoch [133][3540/3757] lr: 4.755e-02, eta: 4 days, 11:35:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6555, loss_cls: 2.7148, loss: 2.7148, grad_norm: 2.9633 2020-08-03 17:26:59,262 - mmaction - INFO - Epoch [133][3560/3757] lr: 4.755e-02, eta: 4 days, 11:35:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6227, loss_cls: 2.7929, loss: 2.7929, grad_norm: 2.9343 2020-08-03 17:27:15,064 - mmaction - INFO - Epoch [133][3580/3757] lr: 4.755e-02, eta: 4 days, 11:34:35, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6383, loss_cls: 2.7368, loss: 2.7368, grad_norm: 2.9120 2020-08-03 17:27:30,811 - mmaction - INFO - Epoch [133][3600/3757] lr: 4.755e-02, eta: 4 days, 11:33:54, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6320, loss_cls: 2.8104, loss: 2.8104, grad_norm: 2.9797 2020-08-03 17:27:46,605 - mmaction - INFO - Epoch [133][3620/3757] lr: 4.755e-02, eta: 4 days, 11:33:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6367, loss_cls: 2.7520, loss: 2.7520, grad_norm: 2.8392 2020-08-03 17:28:02,453 - mmaction - INFO - Epoch [133][3640/3757] lr: 4.755e-02, eta: 4 days, 11:32:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6477, loss_cls: 2.6980, loss: 2.6980, grad_norm: 2.8898 2020-08-03 17:28:18,319 - mmaction - INFO - Epoch [133][3660/3757] lr: 4.755e-02, eta: 4 days, 11:31:55, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6492, loss_cls: 2.7523, loss: 2.7523, grad_norm: 2.9411 2020-08-03 17:28:34,119 - mmaction - INFO - Epoch [133][3680/3757] lr: 4.755e-02, eta: 4 days, 11:31:15, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6516, loss_cls: 2.7111, loss: 2.7111, grad_norm: 2.9063 2020-08-03 17:28:49,860 - mmaction - INFO - Epoch [133][3700/3757] lr: 4.755e-02, eta: 4 days, 11:30:33, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6555, loss_cls: 2.7007, loss: 2.7007, grad_norm: 3.0078 2020-08-03 17:29:05,633 - mmaction - INFO - Epoch [133][3720/3757] lr: 4.755e-02, eta: 4 days, 11:29:52, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6477, loss_cls: 2.7081, loss: 2.7081, grad_norm: 2.9041 2020-08-03 17:29:21,488 - mmaction - INFO - Epoch [133][3740/3757] lr: 4.755e-02, eta: 4 days, 11:29:14, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6562, loss_cls: 2.7159, loss: 2.7159, grad_norm: 2.9517 2020-08-03 17:32:24,121 - mmaction - INFO - Epoch [134][20/3757] lr: 4.693e-02, eta: 4 days, 12:22:26, time: 8.109, data_time: 7.285, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6570, loss_cls: 2.6828, loss: 2.6828, grad_norm: 3.0405 2020-08-03 17:32:39,977 - mmaction - INFO - Epoch [134][40/3757] lr: 4.693e-02, eta: 4 days, 12:21:44, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6680, loss_cls: 2.6268, loss: 2.6268, grad_norm: 2.9925 2020-08-03 17:32:55,865 - mmaction - INFO - Epoch [134][60/3757] lr: 4.693e-02, eta: 4 days, 12:21:03, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6445, loss_cls: 2.7643, loss: 2.7643, grad_norm: 2.9355 2020-08-03 17:33:11,754 - mmaction - INFO - Epoch [134][80/3757] lr: 4.693e-02, eta: 4 days, 12:20:22, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6250, loss_cls: 2.7749, loss: 2.7749, grad_norm: 2.9246 2020-08-03 17:33:27,634 - mmaction - INFO - Epoch [134][100/3757] lr: 4.693e-02, eta: 4 days, 12:19:39, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6391, loss_cls: 2.7079, loss: 2.7079, grad_norm: 2.8662 2020-08-03 17:33:43,388 - mmaction - INFO - Epoch [134][120/3757] lr: 4.693e-02, eta: 4 days, 12:18:56, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6453, loss_cls: 2.7078, loss: 2.7078, grad_norm: 2.8478 2020-08-03 17:33:59,337 - mmaction - INFO - Epoch [134][140/3757] lr: 4.693e-02, eta: 4 days, 12:18:16, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6609, loss_cls: 2.6684, loss: 2.6684, grad_norm: 2.8340 2020-08-03 17:34:15,139 - mmaction - INFO - Epoch [134][160/3757] lr: 4.693e-02, eta: 4 days, 12:17:33, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6687, loss_cls: 2.5654, loss: 2.5654, grad_norm: 2.8661 2020-08-03 17:34:30,916 - mmaction - INFO - Epoch [134][180/3757] lr: 4.693e-02, eta: 4 days, 12:16:49, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6820, loss_cls: 2.6209, loss: 2.6209, grad_norm: 2.9415 2020-08-03 17:34:46,750 - mmaction - INFO - Epoch [134][200/3757] lr: 4.693e-02, eta: 4 days, 12:16:07, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6656, loss_cls: 2.6016, loss: 2.6016, grad_norm: 3.0038 2020-08-03 17:35:02,544 - mmaction - INFO - Epoch [134][220/3757] lr: 4.693e-02, eta: 4 days, 12:15:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6406, loss_cls: 2.8001, loss: 2.8001, grad_norm: 3.0071 2020-08-03 17:35:18,223 - mmaction - INFO - Epoch [134][240/3757] lr: 4.693e-02, eta: 4 days, 12:14:38, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6555, loss_cls: 2.7001, loss: 2.7001, grad_norm: 2.8841 2020-08-03 17:35:33,977 - mmaction - INFO - Epoch [134][260/3757] lr: 4.693e-02, eta: 4 days, 12:13:54, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6469, loss_cls: 2.7102, loss: 2.7102, grad_norm: 2.9678 2020-08-03 17:35:49,734 - mmaction - INFO - Epoch [134][280/3757] lr: 4.693e-02, eta: 4 days, 12:13:10, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6320, loss_cls: 2.8037, loss: 2.8037, grad_norm: 3.0172 2020-08-03 17:36:05,547 - mmaction - INFO - Epoch [134][300/3757] lr: 4.693e-02, eta: 4 days, 12:12:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6422, loss_cls: 2.6834, loss: 2.6834, grad_norm: 2.8745 2020-08-03 17:36:21,439 - mmaction - INFO - Epoch [134][320/3757] lr: 4.693e-02, eta: 4 days, 12:11:47, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6508, loss_cls: 2.6408, loss: 2.6408, grad_norm: 2.8487 2020-08-03 17:36:37,161 - mmaction - INFO - Epoch [134][340/3757] lr: 4.693e-02, eta: 4 days, 12:11:02, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6305, loss_cls: 2.7720, loss: 2.7720, grad_norm: 3.0120 2020-08-03 17:36:53,078 - mmaction - INFO - Epoch [134][360/3757] lr: 4.693e-02, eta: 4 days, 12:10:23, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6641, loss_cls: 2.5947, loss: 2.5947, grad_norm: 2.8843 2020-08-03 17:37:08,870 - mmaction - INFO - Epoch [134][380/3757] lr: 4.693e-02, eta: 4 days, 12:09:39, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6453, loss_cls: 2.7505, loss: 2.7505, grad_norm: 3.0504 2020-08-03 17:37:24,722 - mmaction - INFO - Epoch [134][400/3757] lr: 4.693e-02, eta: 4 days, 12:08:58, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6664, loss_cls: 2.5367, loss: 2.5367, grad_norm: 2.8993 2020-08-03 17:37:40,503 - mmaction - INFO - Epoch [134][420/3757] lr: 4.693e-02, eta: 4 days, 12:08:15, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6484, loss_cls: 2.7344, loss: 2.7344, grad_norm: 2.9030 2020-08-03 17:37:56,195 - mmaction - INFO - Epoch [134][440/3757] lr: 4.693e-02, eta: 4 days, 12:07:30, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6555, loss_cls: 2.6396, loss: 2.6396, grad_norm: 2.8911 2020-08-03 17:38:12,022 - mmaction - INFO - Epoch [134][460/3757] lr: 4.693e-02, eta: 4 days, 12:06:48, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6438, loss_cls: 2.6976, loss: 2.6976, grad_norm: 2.9526 2020-08-03 17:38:27,877 - mmaction - INFO - Epoch [134][480/3757] lr: 4.693e-02, eta: 4 days, 12:06:07, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6422, loss_cls: 2.7094, loss: 2.7094, grad_norm: 2.9256 2020-08-03 17:38:43,627 - mmaction - INFO - Epoch [134][500/3757] lr: 4.693e-02, eta: 4 days, 12:05:24, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6594, loss_cls: 2.6621, loss: 2.6621, grad_norm: 2.9707 2020-08-03 17:38:59,472 - mmaction - INFO - Epoch [134][520/3757] lr: 4.693e-02, eta: 4 days, 12:04:43, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6266, loss_cls: 2.8041, loss: 2.8041, grad_norm: 3.0073 2020-08-03 17:39:15,174 - mmaction - INFO - Epoch [134][540/3757] lr: 4.693e-02, eta: 4 days, 12:03:59, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6531, loss_cls: 2.6820, loss: 2.6820, grad_norm: 3.0156 2020-08-03 17:39:31,104 - mmaction - INFO - Epoch [134][560/3757] lr: 4.693e-02, eta: 4 days, 12:03:20, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6469, loss_cls: 2.7366, loss: 2.7366, grad_norm: 2.9499 2020-08-03 17:39:49,835 - mmaction - INFO - Epoch [134][580/3757] lr: 4.693e-02, eta: 4 days, 12:03:47, time: 0.937, data_time: 0.001, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6336, loss_cls: 2.8047, loss: 2.8047, grad_norm: 2.9378 2020-08-03 17:40:10,729 - mmaction - INFO - Epoch [134][600/3757] lr: 4.693e-02, eta: 4 days, 12:05:07, time: 1.045, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6609, loss_cls: 2.6052, loss: 2.6052, grad_norm: 3.0096 2020-08-03 17:40:27,869 - mmaction - INFO - Epoch [134][620/3757] lr: 4.693e-02, eta: 4 days, 12:04:57, time: 0.857, data_time: 0.036, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6188, loss_cls: 2.7986, loss: 2.7986, grad_norm: 2.9465 2020-08-03 17:40:44,642 - mmaction - INFO - Epoch [134][640/3757] lr: 4.693e-02, eta: 4 days, 12:04:37, time: 0.838, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6703, loss_cls: 2.7236, loss: 2.7236, grad_norm: 2.9344 2020-08-03 17:41:01,199 - mmaction - INFO - Epoch [134][660/3757] lr: 4.693e-02, eta: 4 days, 12:04:13, time: 0.828, data_time: 0.001, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6383, loss_cls: 2.7577, loss: 2.7577, grad_norm: 2.9067 2020-08-03 17:41:17,620 - mmaction - INFO - Epoch [134][680/3757] lr: 4.693e-02, eta: 4 days, 12:03:46, time: 0.821, data_time: 0.001, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6414, loss_cls: 2.7033, loss: 2.7033, grad_norm: 2.9106 2020-08-03 17:41:34,080 - mmaction - INFO - Epoch [134][700/3757] lr: 4.693e-02, eta: 4 days, 12:03:20, time: 0.823, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6375, loss_cls: 2.7473, loss: 2.7473, grad_norm: 3.0189 2020-08-03 17:41:50,580 - mmaction - INFO - Epoch [134][720/3757] lr: 4.693e-02, eta: 4 days, 12:02:54, time: 0.825, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6383, loss_cls: 2.7404, loss: 2.7404, grad_norm: 2.9104 2020-08-03 17:42:07,420 - mmaction - INFO - Epoch [134][740/3757] lr: 4.693e-02, eta: 4 days, 12:02:37, time: 0.842, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6391, loss_cls: 2.6679, loss: 2.6679, grad_norm: 2.9301 2020-08-03 17:42:23,233 - mmaction - INFO - Epoch [134][760/3757] lr: 4.693e-02, eta: 4 days, 12:01:55, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6219, loss_cls: 2.7980, loss: 2.7980, grad_norm: 2.9633 2020-08-03 17:42:38,981 - mmaction - INFO - Epoch [134][780/3757] lr: 4.693e-02, eta: 4 days, 12:01:12, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6562, loss_cls: 2.6683, loss: 2.6683, grad_norm: 2.9527 2020-08-03 17:42:54,816 - mmaction - INFO - Epoch [134][800/3757] lr: 4.693e-02, eta: 4 days, 12:00:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6641, loss_cls: 2.6995, loss: 2.6995, grad_norm: 2.9508 2020-08-03 17:43:10,635 - mmaction - INFO - Epoch [134][820/3757] lr: 4.693e-02, eta: 4 days, 11:59:50, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6586, loss_cls: 2.6453, loss: 2.6453, grad_norm: 2.8545 2020-08-03 17:43:26,507 - mmaction - INFO - Epoch [134][840/3757] lr: 4.693e-02, eta: 4 days, 11:59:10, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6500, loss_cls: 2.7071, loss: 2.7071, grad_norm: 2.8996 2020-08-03 17:43:42,334 - mmaction - INFO - Epoch [134][860/3757] lr: 4.693e-02, eta: 4 days, 11:58:28, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6703, loss_cls: 2.7204, loss: 2.7204, grad_norm: 2.9933 2020-08-03 17:43:58,129 - mmaction - INFO - Epoch [134][880/3757] lr: 4.693e-02, eta: 4 days, 11:57:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6609, loss_cls: 2.6557, loss: 2.6557, grad_norm: 2.9684 2020-08-03 17:44:13,866 - mmaction - INFO - Epoch [134][900/3757] lr: 4.693e-02, eta: 4 days, 11:57:04, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6461, loss_cls: 2.6806, loss: 2.6806, grad_norm: 2.9206 2020-08-03 17:44:29,704 - mmaction - INFO - Epoch [134][920/3757] lr: 4.693e-02, eta: 4 days, 11:56:23, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6352, loss_cls: 2.7737, loss: 2.7737, grad_norm: 3.0505 2020-08-03 17:44:45,483 - mmaction - INFO - Epoch [134][940/3757] lr: 4.693e-02, eta: 4 days, 11:55:42, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6477, loss_cls: 2.7151, loss: 2.7151, grad_norm: 2.9199 2020-08-03 17:45:01,236 - mmaction - INFO - Epoch [134][960/3757] lr: 4.693e-02, eta: 4 days, 11:54:59, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6594, loss_cls: 2.6954, loss: 2.6954, grad_norm: 2.8871 2020-08-03 17:45:17,103 - mmaction - INFO - Epoch [134][980/3757] lr: 4.693e-02, eta: 4 days, 11:54:20, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6492, loss_cls: 2.7424, loss: 2.7424, grad_norm: 3.0024 2020-08-03 17:45:32,953 - mmaction - INFO - Epoch [134][1000/3757] lr: 4.693e-02, eta: 4 days, 11:53:39, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6562, loss_cls: 2.6574, loss: 2.6574, grad_norm: 2.9893 2020-08-03 17:45:48,737 - mmaction - INFO - Epoch [134][1020/3757] lr: 4.693e-02, eta: 4 days, 11:52:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6758, loss_cls: 2.5954, loss: 2.5954, grad_norm: 2.9003 2020-08-03 17:46:04,635 - mmaction - INFO - Epoch [134][1040/3757] lr: 4.693e-02, eta: 4 days, 11:52:19, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6297, loss_cls: 2.7411, loss: 2.7411, grad_norm: 2.9788 2020-08-03 17:46:20,451 - mmaction - INFO - Epoch [134][1060/3757] lr: 4.693e-02, eta: 4 days, 11:51:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6680, loss_cls: 2.6476, loss: 2.6476, grad_norm: 2.9251 2020-08-03 17:46:37,086 - mmaction - INFO - Epoch [134][1080/3757] lr: 4.693e-02, eta: 4 days, 11:51:16, time: 0.831, data_time: 0.045, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6664, loss_cls: 2.5814, loss: 2.5814, grad_norm: 2.9355 2020-08-03 17:46:52,925 - mmaction - INFO - Epoch [134][1100/3757] lr: 4.693e-02, eta: 4 days, 11:50:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6617, loss_cls: 2.6677, loss: 2.6677, grad_norm: 2.9871 2020-08-03 17:47:08,771 - mmaction - INFO - Epoch [134][1120/3757] lr: 4.693e-02, eta: 4 days, 11:49:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6352, loss_cls: 2.8146, loss: 2.8146, grad_norm: 2.9974 2020-08-03 17:47:24,549 - mmaction - INFO - Epoch [134][1140/3757] lr: 4.693e-02, eta: 4 days, 11:49:15, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6656, loss_cls: 2.7138, loss: 2.7138, grad_norm: 2.9227 2020-08-03 17:47:40,391 - mmaction - INFO - Epoch [134][1160/3757] lr: 4.693e-02, eta: 4 days, 11:48:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6547, loss_cls: 2.6898, loss: 2.6898, grad_norm: 2.9465 2020-08-03 17:47:56,266 - mmaction - INFO - Epoch [134][1180/3757] lr: 4.693e-02, eta: 4 days, 11:47:56, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6227, loss_cls: 2.7873, loss: 2.7873, grad_norm: 2.9783 2020-08-03 17:48:12,030 - mmaction - INFO - Epoch [134][1200/3757] lr: 4.693e-02, eta: 4 days, 11:47:14, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6578, loss_cls: 2.7092, loss: 2.7092, grad_norm: 2.8993 2020-08-03 17:48:27,784 - mmaction - INFO - Epoch [134][1220/3757] lr: 4.693e-02, eta: 4 days, 11:46:32, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6398, loss_cls: 2.6744, loss: 2.6744, grad_norm: 2.9313 2020-08-03 17:48:43,586 - mmaction - INFO - Epoch [134][1240/3757] lr: 4.693e-02, eta: 4 days, 11:45:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6461, loss_cls: 2.7156, loss: 2.7156, grad_norm: 2.8959 2020-08-03 17:48:59,535 - mmaction - INFO - Epoch [134][1260/3757] lr: 4.693e-02, eta: 4 days, 11:45:14, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6586, loss_cls: 2.6271, loss: 2.6271, grad_norm: 2.9214 2020-08-03 17:49:15,252 - mmaction - INFO - Epoch [134][1280/3757] lr: 4.693e-02, eta: 4 days, 11:44:32, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6586, loss_cls: 2.6195, loss: 2.6195, grad_norm: 2.9363 2020-08-03 17:49:36,590 - mmaction - INFO - Epoch [134][1300/3757] lr: 4.693e-02, eta: 4 days, 11:45:58, time: 1.066, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6211, loss_cls: 2.8213, loss: 2.8213, grad_norm: 3.0055 2020-08-03 17:49:52,288 - mmaction - INFO - Epoch [134][1320/3757] lr: 4.693e-02, eta: 4 days, 11:45:16, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6594, loss_cls: 2.6661, loss: 2.6661, grad_norm: 2.8688 2020-08-03 17:50:11,118 - mmaction - INFO - Epoch [134][1340/3757] lr: 4.693e-02, eta: 4 days, 11:45:44, time: 0.941, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6609, loss_cls: 2.6393, loss: 2.6393, grad_norm: 2.8977 2020-08-03 17:50:26,853 - mmaction - INFO - Epoch [134][1360/3757] lr: 4.693e-02, eta: 4 days, 11:45:02, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6273, loss_cls: 2.7897, loss: 2.7897, grad_norm: 2.9300 2020-08-03 17:50:47,609 - mmaction - INFO - Epoch [134][1380/3757] lr: 4.693e-02, eta: 4 days, 11:46:15, time: 1.038, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6469, loss_cls: 2.7147, loss: 2.7147, grad_norm: 2.8779 2020-08-03 17:51:04,174 - mmaction - INFO - Epoch [134][1400/3757] lr: 4.693e-02, eta: 4 days, 11:45:52, time: 0.828, data_time: 0.001, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6578, loss_cls: 2.6667, loss: 2.6667, grad_norm: 2.9019 2020-08-03 17:51:19,979 - mmaction - INFO - Epoch [134][1420/3757] lr: 4.693e-02, eta: 4 days, 11:45:11, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6531, loss_cls: 2.6864, loss: 2.6864, grad_norm: 2.8974 2020-08-03 17:51:37,682 - mmaction - INFO - Epoch [134][1440/3757] lr: 4.693e-02, eta: 4 days, 11:45:14, time: 0.885, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6484, loss_cls: 2.7371, loss: 2.7371, grad_norm: 2.9931 2020-08-03 17:51:53,583 - mmaction - INFO - Epoch [134][1460/3757] lr: 4.693e-02, eta: 4 days, 11:44:36, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6398, loss_cls: 2.7462, loss: 2.7462, grad_norm: 3.0033 2020-08-03 17:52:09,424 - mmaction - INFO - Epoch [134][1480/3757] lr: 4.693e-02, eta: 4 days, 11:43:56, time: 0.792, data_time: 0.008, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6445, loss_cls: 2.7629, loss: 2.7629, grad_norm: 2.9690 2020-08-03 17:52:25,267 - mmaction - INFO - Epoch [134][1500/3757] lr: 4.693e-02, eta: 4 days, 11:43:16, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6594, loss_cls: 2.6771, loss: 2.6771, grad_norm: 2.9921 2020-08-03 17:52:40,957 - mmaction - INFO - Epoch [134][1520/3757] lr: 4.693e-02, eta: 4 days, 11:42:34, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6594, loss_cls: 2.6850, loss: 2.6850, grad_norm: 2.9815 2020-08-03 17:52:56,780 - mmaction - INFO - Epoch [134][1540/3757] lr: 4.693e-02, eta: 4 days, 11:41:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6438, loss_cls: 2.7080, loss: 2.7080, grad_norm: 2.9126 2020-08-03 17:53:12,460 - mmaction - INFO - Epoch [134][1560/3757] lr: 4.693e-02, eta: 4 days, 11:41:11, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6727, loss_cls: 2.6980, loss: 2.6980, grad_norm: 2.8955 2020-08-03 17:53:28,276 - mmaction - INFO - Epoch [134][1580/3757] lr: 4.693e-02, eta: 4 days, 11:40:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6273, loss_cls: 2.7961, loss: 2.7961, grad_norm: 2.9791 2020-08-03 17:53:44,091 - mmaction - INFO - Epoch [134][1600/3757] lr: 4.693e-02, eta: 4 days, 11:39:51, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6492, loss_cls: 2.6847, loss: 2.6847, grad_norm: 2.9542 2020-08-03 17:53:59,772 - mmaction - INFO - Epoch [134][1620/3757] lr: 4.693e-02, eta: 4 days, 11:39:08, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6523, loss_cls: 2.7261, loss: 2.7261, grad_norm: 2.8698 2020-08-03 17:54:15,542 - mmaction - INFO - Epoch [134][1640/3757] lr: 4.693e-02, eta: 4 days, 11:38:28, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6508, loss_cls: 2.7018, loss: 2.7018, grad_norm: 2.8419 2020-08-03 17:54:31,342 - mmaction - INFO - Epoch [134][1660/3757] lr: 4.693e-02, eta: 4 days, 11:37:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6383, loss_cls: 2.6728, loss: 2.6728, grad_norm: 2.9730 2020-08-03 17:54:47,186 - mmaction - INFO - Epoch [134][1680/3757] lr: 4.693e-02, eta: 4 days, 11:37:09, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6641, loss_cls: 2.6495, loss: 2.6495, grad_norm: 2.9301 2020-08-03 17:55:03,067 - mmaction - INFO - Epoch [134][1700/3757] lr: 4.693e-02, eta: 4 days, 11:36:30, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6219, loss_cls: 2.8152, loss: 2.8152, grad_norm: 2.9833 2020-08-03 17:55:18,779 - mmaction - INFO - Epoch [134][1720/3757] lr: 4.693e-02, eta: 4 days, 11:35:48, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6461, loss_cls: 2.7435, loss: 2.7435, grad_norm: 2.8684 2020-08-03 17:55:34,561 - mmaction - INFO - Epoch [134][1740/3757] lr: 4.693e-02, eta: 4 days, 11:35:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6391, loss_cls: 2.7473, loss: 2.7473, grad_norm: 2.9968 2020-08-03 17:55:50,247 - mmaction - INFO - Epoch [134][1760/3757] lr: 4.693e-02, eta: 4 days, 11:34:26, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6570, loss_cls: 2.6332, loss: 2.6332, grad_norm: 2.8736 2020-08-03 17:56:06,001 - mmaction - INFO - Epoch [134][1780/3757] lr: 4.693e-02, eta: 4 days, 11:33:45, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6422, loss_cls: 2.6745, loss: 2.6745, grad_norm: 2.9895 2020-08-03 17:56:21,744 - mmaction - INFO - Epoch [134][1800/3757] lr: 4.693e-02, eta: 4 days, 11:33:04, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6531, loss_cls: 2.7332, loss: 2.7332, grad_norm: 2.9664 2020-08-03 17:56:37,602 - mmaction - INFO - Epoch [134][1820/3757] lr: 4.693e-02, eta: 4 days, 11:32:26, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6359, loss_cls: 2.7342, loss: 2.7342, grad_norm: 2.8631 2020-08-03 17:56:53,293 - mmaction - INFO - Epoch [134][1840/3757] lr: 4.693e-02, eta: 4 days, 11:31:43, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6500, loss_cls: 2.7345, loss: 2.7345, grad_norm: 2.9474 2020-08-03 17:57:09,088 - mmaction - INFO - Epoch [134][1860/3757] lr: 4.693e-02, eta: 4 days, 11:31:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6438, loss_cls: 2.7564, loss: 2.7564, grad_norm: 2.9872 2020-08-03 17:57:24,959 - mmaction - INFO - Epoch [134][1880/3757] lr: 4.693e-02, eta: 4 days, 11:30:26, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6422, loss_cls: 2.7716, loss: 2.7716, grad_norm: 2.9964 2020-08-03 17:57:40,744 - mmaction - INFO - Epoch [134][1900/3757] lr: 4.693e-02, eta: 4 days, 11:29:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6633, loss_cls: 2.7246, loss: 2.7246, grad_norm: 2.9133 2020-08-03 17:57:56,551 - mmaction - INFO - Epoch [134][1920/3757] lr: 4.693e-02, eta: 4 days, 11:29:07, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6391, loss_cls: 2.7412, loss: 2.7412, grad_norm: 3.0184 2020-08-03 17:58:12,296 - mmaction - INFO - Epoch [134][1940/3757] lr: 4.693e-02, eta: 4 days, 11:28:26, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6320, loss_cls: 2.7661, loss: 2.7661, grad_norm: 2.9967 2020-08-03 17:58:28,040 - mmaction - INFO - Epoch [134][1960/3757] lr: 4.693e-02, eta: 4 days, 11:27:46, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6445, loss_cls: 2.6736, loss: 2.6736, grad_norm: 2.9060 2020-08-03 17:58:43,844 - mmaction - INFO - Epoch [134][1980/3757] lr: 4.693e-02, eta: 4 days, 11:27:06, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6789, loss_cls: 2.5867, loss: 2.5867, grad_norm: 2.9093 2020-08-03 17:58:59,687 - mmaction - INFO - Epoch [134][2000/3757] lr: 4.693e-02, eta: 4 days, 11:26:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6680, loss_cls: 2.6324, loss: 2.6324, grad_norm: 2.9194 2020-08-03 17:59:15,468 - mmaction - INFO - Epoch [134][2020/3757] lr: 4.693e-02, eta: 4 days, 11:25:48, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6383, loss_cls: 2.7392, loss: 2.7392, grad_norm: 2.9696 2020-08-03 17:59:31,277 - mmaction - INFO - Epoch [134][2040/3757] lr: 4.693e-02, eta: 4 days, 11:25:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6391, loss_cls: 2.7465, loss: 2.7465, grad_norm: 2.8743 2020-08-03 17:59:47,062 - mmaction - INFO - Epoch [134][2060/3757] lr: 4.693e-02, eta: 4 days, 11:24:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6516, loss_cls: 2.6605, loss: 2.6605, grad_norm: 2.9293 2020-08-03 18:00:02,860 - mmaction - INFO - Epoch [134][2080/3757] lr: 4.693e-02, eta: 4 days, 11:23:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6461, loss_cls: 2.7022, loss: 2.7022, grad_norm: 2.9264 2020-08-03 18:00:22,834 - mmaction - INFO - Epoch [134][2100/3757] lr: 4.693e-02, eta: 4 days, 11:24:40, time: 0.991, data_time: 0.001, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6383, loss_cls: 2.7145, loss: 2.7145, grad_norm: 2.9293 2020-08-03 18:00:38,912 - mmaction - INFO - Epoch [134][2120/3757] lr: 4.693e-02, eta: 4 days, 11:24:11, time: 0.812, data_time: 0.015, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6406, loss_cls: 2.7448, loss: 2.7448, grad_norm: 2.9336 2020-08-03 18:00:54,683 - mmaction - INFO - Epoch [134][2140/3757] lr: 4.693e-02, eta: 4 days, 11:23:31, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6539, loss_cls: 2.6748, loss: 2.6748, grad_norm: 2.9605 2020-08-03 18:01:10,490 - mmaction - INFO - Epoch [134][2160/3757] lr: 4.693e-02, eta: 4 days, 11:22:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6555, loss_cls: 2.7886, loss: 2.7886, grad_norm: 3.0213 2020-08-03 18:01:27,021 - mmaction - INFO - Epoch [134][2180/3757] lr: 4.693e-02, eta: 4 days, 11:22:29, time: 0.826, data_time: 0.041, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6266, loss_cls: 2.7982, loss: 2.7982, grad_norm: 2.9520 2020-08-03 18:01:42,761 - mmaction - INFO - Epoch [134][2200/3757] lr: 4.693e-02, eta: 4 days, 11:21:49, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6477, loss_cls: 2.7722, loss: 2.7722, grad_norm: 2.9840 2020-08-03 18:01:58,667 - mmaction - INFO - Epoch [134][2220/3757] lr: 4.693e-02, eta: 4 days, 11:21:12, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6414, loss_cls: 2.7113, loss: 2.7113, grad_norm: 2.9190 2020-08-03 18:02:14,439 - mmaction - INFO - Epoch [134][2240/3757] lr: 4.693e-02, eta: 4 days, 11:20:33, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6336, loss_cls: 2.8434, loss: 2.8434, grad_norm: 2.9089 2020-08-03 18:02:30,439 - mmaction - INFO - Epoch [134][2260/3757] lr: 4.693e-02, eta: 4 days, 11:19:58, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6492, loss_cls: 2.7255, loss: 2.7255, grad_norm: 2.7965 2020-08-03 18:02:46,255 - mmaction - INFO - Epoch [134][2280/3757] lr: 4.693e-02, eta: 4 days, 11:19:20, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6562, loss_cls: 2.6356, loss: 2.6356, grad_norm: 2.8627 2020-08-03 18:03:02,024 - mmaction - INFO - Epoch [134][2300/3757] lr: 4.693e-02, eta: 4 days, 11:18:41, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6328, loss_cls: 2.7173, loss: 2.7173, grad_norm: 2.9270 2020-08-03 18:03:17,772 - mmaction - INFO - Epoch [134][2320/3757] lr: 4.693e-02, eta: 4 days, 11:18:01, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6477, loss_cls: 2.7331, loss: 2.7331, grad_norm: 2.9684 2020-08-03 18:03:33,534 - mmaction - INFO - Epoch [134][2340/3757] lr: 4.693e-02, eta: 4 days, 11:17:22, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6406, loss_cls: 2.6753, loss: 2.6753, grad_norm: 2.8933 2020-08-03 18:03:49,351 - mmaction - INFO - Epoch [134][2360/3757] lr: 4.693e-02, eta: 4 days, 11:16:44, time: 0.791, data_time: 0.000, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6414, loss_cls: 2.7822, loss: 2.7822, grad_norm: 3.0448 2020-08-03 18:04:05,103 - mmaction - INFO - Epoch [134][2380/3757] lr: 4.693e-02, eta: 4 days, 11:16:04, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6336, loss_cls: 2.8109, loss: 2.8109, grad_norm: 2.8851 2020-08-03 18:04:20,936 - mmaction - INFO - Epoch [134][2400/3757] lr: 4.693e-02, eta: 4 days, 11:15:26, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6664, loss_cls: 2.6755, loss: 2.6755, grad_norm: 2.9221 2020-08-03 18:04:36,794 - mmaction - INFO - Epoch [134][2420/3757] lr: 4.693e-02, eta: 4 days, 11:14:49, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6484, loss_cls: 2.7001, loss: 2.7001, grad_norm: 2.9444 2020-08-03 18:04:52,600 - mmaction - INFO - Epoch [134][2440/3757] lr: 4.693e-02, eta: 4 days, 11:14:10, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6453, loss_cls: 2.7826, loss: 2.7826, grad_norm: 2.9426 2020-08-03 18:05:08,625 - mmaction - INFO - Epoch [134][2460/3757] lr: 4.693e-02, eta: 4 days, 11:13:37, time: 0.802, data_time: 0.002, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6578, loss_cls: 2.7017, loss: 2.7017, grad_norm: 2.9625 2020-08-03 18:05:24,537 - mmaction - INFO - Epoch [134][2480/3757] lr: 4.693e-02, eta: 4 days, 11:13:01, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6562, loss_cls: 2.6753, loss: 2.6753, grad_norm: 2.9861 2020-08-03 18:05:40,471 - mmaction - INFO - Epoch [134][2500/3757] lr: 4.693e-02, eta: 4 days, 11:12:25, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6461, loss_cls: 2.7698, loss: 2.7698, grad_norm: 2.9997 2020-08-03 18:05:56,242 - mmaction - INFO - Epoch [134][2520/3757] lr: 4.693e-02, eta: 4 days, 11:11:47, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6344, loss_cls: 2.7457, loss: 2.7457, grad_norm: 2.9258 2020-08-03 18:06:12,198 - mmaction - INFO - Epoch [134][2540/3757] lr: 4.693e-02, eta: 4 days, 11:11:12, time: 0.798, data_time: 0.000, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6195, loss_cls: 2.8047, loss: 2.8047, grad_norm: 3.0412 2020-08-03 18:06:28,073 - mmaction - INFO - Epoch [134][2560/3757] lr: 4.693e-02, eta: 4 days, 11:10:35, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6562, loss_cls: 2.7104, loss: 2.7104, grad_norm: 3.0286 2020-08-03 18:06:43,838 - mmaction - INFO - Epoch [134][2580/3757] lr: 4.693e-02, eta: 4 days, 11:09:57, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6508, loss_cls: 2.7485, loss: 2.7485, grad_norm: 2.9704 2020-08-03 18:06:59,659 - mmaction - INFO - Epoch [134][2600/3757] lr: 4.693e-02, eta: 4 days, 11:09:19, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6617, loss_cls: 2.6605, loss: 2.6605, grad_norm: 2.9948 2020-08-03 18:07:15,434 - mmaction - INFO - Epoch [134][2620/3757] lr: 4.693e-02, eta: 4 days, 11:08:41, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6461, loss_cls: 2.6988, loss: 2.6988, grad_norm: 2.8960 2020-08-03 18:07:31,163 - mmaction - INFO - Epoch [134][2640/3757] lr: 4.693e-02, eta: 4 days, 11:08:01, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6242, loss_cls: 2.7984, loss: 2.7984, grad_norm: 2.9610 2020-08-03 18:07:46,962 - mmaction - INFO - Epoch [134][2660/3757] lr: 4.693e-02, eta: 4 days, 11:07:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6242, loss_cls: 2.8212, loss: 2.8212, grad_norm: 2.8412 2020-08-03 18:08:02,745 - mmaction - INFO - Epoch [134][2680/3757] lr: 4.693e-02, eta: 4 days, 11:06:45, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6500, loss_cls: 2.6364, loss: 2.6364, grad_norm: 2.8543 2020-08-03 18:08:18,520 - mmaction - INFO - Epoch [134][2700/3757] lr: 4.693e-02, eta: 4 days, 11:06:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6633, loss_cls: 2.6785, loss: 2.6785, grad_norm: 2.9640 2020-08-03 18:08:34,300 - mmaction - INFO - Epoch [134][2720/3757] lr: 4.693e-02, eta: 4 days, 11:05:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6742, loss_cls: 2.6477, loss: 2.6477, grad_norm: 2.9596 2020-08-03 18:08:50,057 - mmaction - INFO - Epoch [134][2740/3757] lr: 4.693e-02, eta: 4 days, 11:04:49, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6508, loss_cls: 2.7317, loss: 2.7317, grad_norm: 2.9605 2020-08-03 18:09:05,810 - mmaction - INFO - Epoch [134][2760/3757] lr: 4.693e-02, eta: 4 days, 11:04:11, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6398, loss_cls: 2.7675, loss: 2.7675, grad_norm: 2.9420 2020-08-03 18:09:21,475 - mmaction - INFO - Epoch [134][2780/3757] lr: 4.693e-02, eta: 4 days, 11:03:30, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6336, loss_cls: 2.7807, loss: 2.7807, grad_norm: 2.9796 2020-08-03 18:09:37,458 - mmaction - INFO - Epoch [134][2800/3757] lr: 4.693e-02, eta: 4 days, 11:02:56, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6461, loss_cls: 2.7251, loss: 2.7251, grad_norm: 2.9172 2020-08-03 18:09:53,178 - mmaction - INFO - Epoch [134][2820/3757] lr: 4.693e-02, eta: 4 days, 11:02:17, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6445, loss_cls: 2.7049, loss: 2.7049, grad_norm: 2.9799 2020-08-03 18:10:08,953 - mmaction - INFO - Epoch [134][2840/3757] lr: 4.693e-02, eta: 4 days, 11:01:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6492, loss_cls: 2.7355, loss: 2.7355, grad_norm: 3.0052 2020-08-03 18:10:24,661 - mmaction - INFO - Epoch [134][2860/3757] lr: 4.693e-02, eta: 4 days, 11:00:59, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6500, loss_cls: 2.7115, loss: 2.7115, grad_norm: 3.0944 2020-08-03 18:10:40,454 - mmaction - INFO - Epoch [134][2880/3757] lr: 4.693e-02, eta: 4 days, 11:00:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6508, loss_cls: 2.7122, loss: 2.7122, grad_norm: 3.0235 2020-08-03 18:10:56,194 - mmaction - INFO - Epoch [134][2900/3757] lr: 4.693e-02, eta: 4 days, 10:59:43, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6281, loss_cls: 2.8231, loss: 2.8231, grad_norm: 3.0360 2020-08-03 18:11:11,993 - mmaction - INFO - Epoch [134][2920/3757] lr: 4.693e-02, eta: 4 days, 10:59:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6531, loss_cls: 2.6982, loss: 2.6982, grad_norm: 2.9110 2020-08-03 18:11:27,812 - mmaction - INFO - Epoch [134][2940/3757] lr: 4.693e-02, eta: 4 days, 10:58:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6633, loss_cls: 2.6790, loss: 2.6790, grad_norm: 2.9034 2020-08-03 18:11:43,585 - mmaction - INFO - Epoch [134][2960/3757] lr: 4.693e-02, eta: 4 days, 10:57:50, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6430, loss_cls: 2.7030, loss: 2.7030, grad_norm: 2.9379 2020-08-03 18:11:59,348 - mmaction - INFO - Epoch [134][2980/3757] lr: 4.693e-02, eta: 4 days, 10:57:12, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6719, loss_cls: 2.6416, loss: 2.6416, grad_norm: 2.9195 2020-08-03 18:12:15,139 - mmaction - INFO - Epoch [134][3000/3757] lr: 4.693e-02, eta: 4 days, 10:56:35, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6477, loss_cls: 2.7075, loss: 2.7075, grad_norm: 2.9590 2020-08-03 18:12:30,961 - mmaction - INFO - Epoch [134][3020/3757] lr: 4.693e-02, eta: 4 days, 10:55:58, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6469, loss_cls: 2.7182, loss: 2.7182, grad_norm: 2.9604 2020-08-03 18:12:46,722 - mmaction - INFO - Epoch [134][3040/3757] lr: 4.693e-02, eta: 4 days, 10:55:20, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6375, loss_cls: 2.7449, loss: 2.7449, grad_norm: 3.0002 2020-08-03 18:13:02,545 - mmaction - INFO - Epoch [134][3060/3757] lr: 4.693e-02, eta: 4 days, 10:54:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6375, loss_cls: 2.8355, loss: 2.8355, grad_norm: 2.9887 2020-08-03 18:13:18,312 - mmaction - INFO - Epoch [134][3080/3757] lr: 4.693e-02, eta: 4 days, 10:54:06, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6508, loss_cls: 2.7269, loss: 2.7269, grad_norm: 2.9945 2020-08-03 18:13:34,126 - mmaction - INFO - Epoch [134][3100/3757] lr: 4.693e-02, eta: 4 days, 10:53:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6391, loss_cls: 2.7310, loss: 2.7310, grad_norm: 2.9562 2020-08-03 18:13:49,947 - mmaction - INFO - Epoch [134][3120/3757] lr: 4.693e-02, eta: 4 days, 10:52:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6398, loss_cls: 2.7807, loss: 2.7807, grad_norm: 2.9871 2020-08-03 18:14:05,782 - mmaction - INFO - Epoch [134][3140/3757] lr: 4.693e-02, eta: 4 days, 10:52:16, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6312, loss_cls: 2.7640, loss: 2.7640, grad_norm: 2.8685 2020-08-03 18:14:21,626 - mmaction - INFO - Epoch [134][3160/3757] lr: 4.693e-02, eta: 4 days, 10:51:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6453, loss_cls: 2.7510, loss: 2.7510, grad_norm: 2.8509 2020-08-03 18:14:37,359 - mmaction - INFO - Epoch [134][3180/3757] lr: 4.693e-02, eta: 4 days, 10:51:02, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6523, loss_cls: 2.7231, loss: 2.7231, grad_norm: 3.0003 2020-08-03 18:14:53,213 - mmaction - INFO - Epoch [134][3200/3757] lr: 4.693e-02, eta: 4 days, 10:50:26, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6500, loss_cls: 2.6682, loss: 2.6682, grad_norm: 3.0371 2020-08-03 18:15:09,050 - mmaction - INFO - Epoch [134][3220/3757] lr: 4.693e-02, eta: 4 days, 10:49:50, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6367, loss_cls: 2.7543, loss: 2.7543, grad_norm: 3.0194 2020-08-03 18:15:24,861 - mmaction - INFO - Epoch [134][3240/3757] lr: 4.693e-02, eta: 4 days, 10:49:12, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6352, loss_cls: 2.7477, loss: 2.7477, grad_norm: 2.8793 2020-08-03 18:15:40,629 - mmaction - INFO - Epoch [134][3260/3757] lr: 4.693e-02, eta: 4 days, 10:48:36, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6648, loss_cls: 2.6555, loss: 2.6555, grad_norm: 2.9350 2020-08-03 18:15:56,391 - mmaction - INFO - Epoch [134][3280/3757] lr: 4.693e-02, eta: 4 days, 10:47:58, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6203, loss_cls: 2.8177, loss: 2.8177, grad_norm: 3.0510 2020-08-03 18:16:12,223 - mmaction - INFO - Epoch [134][3300/3757] lr: 4.693e-02, eta: 4 days, 10:47:22, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6250, loss_cls: 2.7735, loss: 2.7735, grad_norm: 2.9541 2020-08-03 18:16:28,026 - mmaction - INFO - Epoch [134][3320/3757] lr: 4.693e-02, eta: 4 days, 10:46:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6008, loss_cls: 2.9050, loss: 2.9050, grad_norm: 2.9917 2020-08-03 18:16:43,776 - mmaction - INFO - Epoch [134][3340/3757] lr: 4.693e-02, eta: 4 days, 10:46:08, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6430, loss_cls: 2.7473, loss: 2.7473, grad_norm: 2.8591 2020-08-03 18:16:59,564 - mmaction - INFO - Epoch [134][3360/3757] lr: 4.693e-02, eta: 4 days, 10:45:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6539, loss_cls: 2.6788, loss: 2.6788, grad_norm: 2.9054 2020-08-03 18:17:15,347 - mmaction - INFO - Epoch [134][3380/3757] lr: 4.693e-02, eta: 4 days, 10:44:54, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6344, loss_cls: 2.7717, loss: 2.7717, grad_norm: 2.9735 2020-08-03 18:17:31,124 - mmaction - INFO - Epoch [134][3400/3757] lr: 4.693e-02, eta: 4 days, 10:44:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6430, loss_cls: 2.7272, loss: 2.7272, grad_norm: 2.9154 2020-08-03 18:17:46,937 - mmaction - INFO - Epoch [134][3420/3757] lr: 4.693e-02, eta: 4 days, 10:43:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6523, loss_cls: 2.7166, loss: 2.7166, grad_norm: 2.9426 2020-08-03 18:18:02,745 - mmaction - INFO - Epoch [134][3440/3757] lr: 4.693e-02, eta: 4 days, 10:43:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6266, loss_cls: 2.7792, loss: 2.7792, grad_norm: 2.9415 2020-08-03 18:18:18,602 - mmaction - INFO - Epoch [134][3460/3757] lr: 4.693e-02, eta: 4 days, 10:42:30, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3570, top5_acc: 0.6125, loss_cls: 2.8885, loss: 2.8885, grad_norm: 2.9707 2020-08-03 18:18:34,454 - mmaction - INFO - Epoch [134][3480/3757] lr: 4.693e-02, eta: 4 days, 10:41:55, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6508, loss_cls: 2.6317, loss: 2.6317, grad_norm: 2.8210 2020-08-03 18:18:50,184 - mmaction - INFO - Epoch [134][3500/3757] lr: 4.693e-02, eta: 4 days, 10:41:17, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6297, loss_cls: 2.8254, loss: 2.8254, grad_norm: 2.9748 2020-08-03 18:19:05,994 - mmaction - INFO - Epoch [134][3520/3757] lr: 4.693e-02, eta: 4 days, 10:40:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6492, loss_cls: 2.7499, loss: 2.7499, grad_norm: 2.8829 2020-08-03 18:19:21,749 - mmaction - INFO - Epoch [134][3540/3757] lr: 4.693e-02, eta: 4 days, 10:40:04, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6391, loss_cls: 2.6670, loss: 2.6670, grad_norm: 2.9228 2020-08-03 18:19:37,560 - mmaction - INFO - Epoch [134][3560/3757] lr: 4.693e-02, eta: 4 days, 10:39:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6195, loss_cls: 2.8207, loss: 2.8207, grad_norm: 2.9319 2020-08-03 18:19:53,358 - mmaction - INFO - Epoch [134][3580/3757] lr: 4.693e-02, eta: 4 days, 10:38:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6375, loss_cls: 2.8642, loss: 2.8642, grad_norm: 2.9010 2020-08-03 18:20:09,150 - mmaction - INFO - Epoch [134][3600/3757] lr: 4.693e-02, eta: 4 days, 10:38:15, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6367, loss_cls: 2.7804, loss: 2.7804, grad_norm: 2.9838 2020-08-03 18:20:24,913 - mmaction - INFO - Epoch [134][3620/3757] lr: 4.693e-02, eta: 4 days, 10:37:38, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6750, loss_cls: 2.5778, loss: 2.5778, grad_norm: 2.8807 2020-08-03 18:20:40,667 - mmaction - INFO - Epoch [134][3640/3757] lr: 4.693e-02, eta: 4 days, 10:37:01, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6508, loss_cls: 2.7471, loss: 2.7471, grad_norm: 2.9144 2020-08-03 18:20:56,511 - mmaction - INFO - Epoch [134][3660/3757] lr: 4.693e-02, eta: 4 days, 10:36:26, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6609, loss_cls: 2.6833, loss: 2.6833, grad_norm: 2.9584 2020-08-03 18:21:12,192 - mmaction - INFO - Epoch [134][3680/3757] lr: 4.693e-02, eta: 4 days, 10:35:48, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6195, loss_cls: 2.7312, loss: 2.7312, grad_norm: 2.9647 2020-08-03 18:21:27,993 - mmaction - INFO - Epoch [134][3700/3757] lr: 4.693e-02, eta: 4 days, 10:35:11, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6531, loss_cls: 2.6433, loss: 2.6433, grad_norm: 2.9382 2020-08-03 18:21:43,827 - mmaction - INFO - Epoch [134][3720/3757] lr: 4.693e-02, eta: 4 days, 10:34:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6414, loss_cls: 2.7716, loss: 2.7716, grad_norm: 2.9497 2020-08-03 18:21:59,501 - mmaction - INFO - Epoch [134][3740/3757] lr: 4.693e-02, eta: 4 days, 10:33:58, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6320, loss_cls: 2.7689, loss: 2.7689, grad_norm: 2.9353 2020-08-03 18:25:19,091 - mmaction - INFO - Epoch [135][20/3757] lr: 4.632e-02, eta: 4 days, 11:20:28, time: 8.490, data_time: 7.674, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6633, loss_cls: 2.6589, loss: 2.6589, grad_norm: 2.9446 2020-08-03 18:25:34,918 - mmaction - INFO - Epoch [135][40/3757] lr: 4.632e-02, eta: 4 days, 11:19:50, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6289, loss_cls: 2.7644, loss: 2.7644, grad_norm: 3.0141 2020-08-03 18:25:50,692 - mmaction - INFO - Epoch [135][60/3757] lr: 4.632e-02, eta: 4 days, 11:19:10, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6453, loss_cls: 2.6122, loss: 2.6122, grad_norm: 2.8943 2020-08-03 18:26:06,514 - mmaction - INFO - Epoch [135][80/3757] lr: 4.632e-02, eta: 4 days, 11:18:33, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6414, loss_cls: 2.7312, loss: 2.7312, grad_norm: 2.9570 2020-08-03 18:26:22,362 - mmaction - INFO - Epoch [135][100/3757] lr: 4.632e-02, eta: 4 days, 11:17:55, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6414, loss_cls: 2.6968, loss: 2.6968, grad_norm: 2.9381 2020-08-03 18:26:38,180 - mmaction - INFO - Epoch [135][120/3757] lr: 4.632e-02, eta: 4 days, 11:17:18, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6367, loss_cls: 2.7906, loss: 2.7906, grad_norm: 3.0636 2020-08-03 18:26:54,072 - mmaction - INFO - Epoch [135][140/3757] lr: 4.632e-02, eta: 4 days, 11:16:41, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.6144, loss: 2.6144, grad_norm: 2.9126 2020-08-03 18:27:09,865 - mmaction - INFO - Epoch [135][160/3757] lr: 4.632e-02, eta: 4 days, 11:16:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6562, loss_cls: 2.7155, loss: 2.7155, grad_norm: 2.9209 2020-08-03 18:27:25,663 - mmaction - INFO - Epoch [135][180/3757] lr: 4.632e-02, eta: 4 days, 11:15:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6773, loss_cls: 2.4917, loss: 2.4917, grad_norm: 2.8721 2020-08-03 18:27:41,442 - mmaction - INFO - Epoch [135][200/3757] lr: 4.632e-02, eta: 4 days, 11:14:46, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6242, loss_cls: 2.8235, loss: 2.8235, grad_norm: 3.0599 2020-08-03 18:27:57,269 - mmaction - INFO - Epoch [135][220/3757] lr: 4.632e-02, eta: 4 days, 11:14:09, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6352, loss_cls: 2.7635, loss: 2.7635, grad_norm: 2.9420 2020-08-03 18:28:13,116 - mmaction - INFO - Epoch [135][240/3757] lr: 4.632e-02, eta: 4 days, 11:13:31, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6703, loss_cls: 2.5897, loss: 2.5897, grad_norm: 2.8642 2020-08-03 18:28:28,941 - mmaction - INFO - Epoch [135][260/3757] lr: 4.632e-02, eta: 4 days, 11:12:54, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6656, loss_cls: 2.6593, loss: 2.6593, grad_norm: 2.9592 2020-08-03 18:28:44,787 - mmaction - INFO - Epoch [135][280/3757] lr: 4.632e-02, eta: 4 days, 11:12:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6383, loss_cls: 2.7094, loss: 2.7094, grad_norm: 2.8583 2020-08-03 18:29:00,649 - mmaction - INFO - Epoch [135][300/3757] lr: 4.632e-02, eta: 4 days, 11:11:40, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6539, loss_cls: 2.7107, loss: 2.7107, grad_norm: 2.9120 2020-08-03 18:29:16,499 - mmaction - INFO - Epoch [135][320/3757] lr: 4.632e-02, eta: 4 days, 11:11:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6594, loss_cls: 2.6486, loss: 2.6486, grad_norm: 2.8327 2020-08-03 18:29:32,301 - mmaction - INFO - Epoch [135][340/3757] lr: 4.632e-02, eta: 4 days, 11:10:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6516, loss_cls: 2.6699, loss: 2.6699, grad_norm: 3.0075 2020-08-03 18:29:48,002 - mmaction - INFO - Epoch [135][360/3757] lr: 4.632e-02, eta: 4 days, 11:09:46, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6547, loss_cls: 2.7607, loss: 2.7607, grad_norm: 3.1136 2020-08-03 18:30:03,966 - mmaction - INFO - Epoch [135][380/3757] lr: 4.632e-02, eta: 4 days, 11:09:11, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6461, loss_cls: 2.7061, loss: 2.7061, grad_norm: 2.9339 2020-08-03 18:30:19,720 - mmaction - INFO - Epoch [135][400/3757] lr: 4.632e-02, eta: 4 days, 11:08:32, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6789, loss_cls: 2.6290, loss: 2.6290, grad_norm: 2.9382 2020-08-03 18:30:35,514 - mmaction - INFO - Epoch [135][420/3757] lr: 4.632e-02, eta: 4 days, 11:07:55, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6617, loss_cls: 2.6657, loss: 2.6657, grad_norm: 3.0748 2020-08-03 18:30:51,286 - mmaction - INFO - Epoch [135][440/3757] lr: 4.632e-02, eta: 4 days, 11:07:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6422, loss_cls: 2.6999, loss: 2.6999, grad_norm: 2.9994 2020-08-03 18:31:07,060 - mmaction - INFO - Epoch [135][460/3757] lr: 4.632e-02, eta: 4 days, 11:06:38, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6578, loss_cls: 2.6758, loss: 2.6758, grad_norm: 2.9740 2020-08-03 18:31:22,884 - mmaction - INFO - Epoch [135][480/3757] lr: 4.632e-02, eta: 4 days, 11:06:01, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6578, loss_cls: 2.6994, loss: 2.6994, grad_norm: 2.9787 2020-08-03 18:31:38,661 - mmaction - INFO - Epoch [135][500/3757] lr: 4.632e-02, eta: 4 days, 11:05:23, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6461, loss_cls: 2.7030, loss: 2.7030, grad_norm: 2.9258 2020-08-03 18:31:54,554 - mmaction - INFO - Epoch [135][520/3757] lr: 4.632e-02, eta: 4 days, 11:04:48, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6406, loss_cls: 2.7560, loss: 2.7560, grad_norm: 2.8509 2020-08-03 18:32:10,320 - mmaction - INFO - Epoch [135][540/3757] lr: 4.632e-02, eta: 4 days, 11:04:10, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6477, loss_cls: 2.6836, loss: 2.6836, grad_norm: 2.9265 2020-08-03 18:32:26,133 - mmaction - INFO - Epoch [135][560/3757] lr: 4.632e-02, eta: 4 days, 11:03:32, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6414, loss_cls: 2.6379, loss: 2.6379, grad_norm: 2.8822 2020-08-03 18:32:41,895 - mmaction - INFO - Epoch [135][580/3757] lr: 4.632e-02, eta: 4 days, 11:02:54, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6570, loss_cls: 2.7001, loss: 2.7001, grad_norm: 2.9496 2020-08-03 18:32:57,644 - mmaction - INFO - Epoch [135][600/3757] lr: 4.632e-02, eta: 4 days, 11:02:16, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6352, loss_cls: 2.7508, loss: 2.7508, grad_norm: 3.0085 2020-08-03 18:33:13,348 - mmaction - INFO - Epoch [135][620/3757] lr: 4.632e-02, eta: 4 days, 11:01:37, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6461, loss_cls: 2.6784, loss: 2.6784, grad_norm: 2.9684 2020-08-03 18:33:29,220 - mmaction - INFO - Epoch [135][640/3757] lr: 4.632e-02, eta: 4 days, 11:01:01, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6594, loss_cls: 2.6021, loss: 2.6021, grad_norm: 2.9727 2020-08-03 18:33:45,006 - mmaction - INFO - Epoch [135][660/3757] lr: 4.632e-02, eta: 4 days, 11:00:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6406, loss_cls: 2.7277, loss: 2.7277, grad_norm: 3.0964 2020-08-03 18:34:00,837 - mmaction - INFO - Epoch [135][680/3757] lr: 4.632e-02, eta: 4 days, 10:59:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6336, loss_cls: 2.6939, loss: 2.6939, grad_norm: 3.0215 2020-08-03 18:34:16,645 - mmaction - INFO - Epoch [135][700/3757] lr: 4.632e-02, eta: 4 days, 10:59:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6586, loss_cls: 2.6095, loss: 2.6095, grad_norm: 2.9605 2020-08-03 18:34:32,470 - mmaction - INFO - Epoch [135][720/3757] lr: 4.632e-02, eta: 4 days, 10:58:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6469, loss_cls: 2.7326, loss: 2.7326, grad_norm: 3.0176 2020-08-03 18:34:48,248 - mmaction - INFO - Epoch [135][740/3757] lr: 4.632e-02, eta: 4 days, 10:57:56, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6531, loss_cls: 2.7008, loss: 2.7008, grad_norm: 3.0231 2020-08-03 18:35:04,125 - mmaction - INFO - Epoch [135][760/3757] lr: 4.632e-02, eta: 4 days, 10:57:20, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6539, loss_cls: 2.6487, loss: 2.6487, grad_norm: 2.9600 2020-08-03 18:35:19,830 - mmaction - INFO - Epoch [135][780/3757] lr: 4.632e-02, eta: 4 days, 10:56:41, time: 0.784, data_time: 0.002, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6422, loss_cls: 2.7076, loss: 2.7076, grad_norm: 2.9786 2020-08-03 18:35:35,628 - mmaction - INFO - Epoch [135][800/3757] lr: 4.632e-02, eta: 4 days, 10:56:04, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6758, loss_cls: 2.6222, loss: 2.6222, grad_norm: 3.0055 2020-08-03 18:35:51,441 - mmaction - INFO - Epoch [135][820/3757] lr: 4.632e-02, eta: 4 days, 10:55:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6547, loss_cls: 2.6764, loss: 2.6764, grad_norm: 2.9560 2020-08-03 18:36:07,185 - mmaction - INFO - Epoch [135][840/3757] lr: 4.632e-02, eta: 4 days, 10:54:49, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6578, loss_cls: 2.6486, loss: 2.6486, grad_norm: 2.9591 2020-08-03 18:36:23,039 - mmaction - INFO - Epoch [135][860/3757] lr: 4.632e-02, eta: 4 days, 10:54:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6406, loss_cls: 2.7089, loss: 2.7089, grad_norm: 2.9820 2020-08-03 18:36:38,814 - mmaction - INFO - Epoch [135][880/3757] lr: 4.632e-02, eta: 4 days, 10:53:36, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6203, loss_cls: 2.8198, loss: 2.8198, grad_norm: 2.9716 2020-08-03 18:36:54,748 - mmaction - INFO - Epoch [135][900/3757] lr: 4.632e-02, eta: 4 days, 10:53:02, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6227, loss_cls: 2.8176, loss: 2.8176, grad_norm: 2.8895 2020-08-03 18:37:10,414 - mmaction - INFO - Epoch [135][920/3757] lr: 4.632e-02, eta: 4 days, 10:52:23, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6328, loss_cls: 2.7421, loss: 2.7421, grad_norm: 2.9650 2020-08-03 18:37:26,177 - mmaction - INFO - Epoch [135][940/3757] lr: 4.632e-02, eta: 4 days, 10:51:45, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6523, loss_cls: 2.6778, loss: 2.6778, grad_norm: 2.9263 2020-08-03 18:37:42,036 - mmaction - INFO - Epoch [135][960/3757] lr: 4.632e-02, eta: 4 days, 10:51:10, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6336, loss_cls: 2.7382, loss: 2.7382, grad_norm: 2.9341 2020-08-03 18:37:57,846 - mmaction - INFO - Epoch [135][980/3757] lr: 4.632e-02, eta: 4 days, 10:50:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6664, loss_cls: 2.6580, loss: 2.6580, grad_norm: 2.9666 2020-08-03 18:38:13,658 - mmaction - INFO - Epoch [135][1000/3757] lr: 4.632e-02, eta: 4 days, 10:49:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6492, loss_cls: 2.6542, loss: 2.6542, grad_norm: 2.9942 2020-08-03 18:38:29,476 - mmaction - INFO - Epoch [135][1020/3757] lr: 4.632e-02, eta: 4 days, 10:49:21, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6305, loss_cls: 2.7103, loss: 2.7103, grad_norm: 2.9114 2020-08-03 18:38:45,255 - mmaction - INFO - Epoch [135][1040/3757] lr: 4.632e-02, eta: 4 days, 10:48:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6406, loss_cls: 2.6570, loss: 2.6570, grad_norm: 2.9851 2020-08-03 18:39:01,140 - mmaction - INFO - Epoch [135][1060/3757] lr: 4.632e-02, eta: 4 days, 10:48:09, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6258, loss_cls: 2.7983, loss: 2.7983, grad_norm: 2.9378 2020-08-03 18:39:16,780 - mmaction - INFO - Epoch [135][1080/3757] lr: 4.632e-02, eta: 4 days, 10:47:29, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6461, loss_cls: 2.7299, loss: 2.7299, grad_norm: 2.8906 2020-08-03 18:39:32,552 - mmaction - INFO - Epoch [135][1100/3757] lr: 4.632e-02, eta: 4 days, 10:46:52, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6750, loss_cls: 2.5815, loss: 2.5815, grad_norm: 2.9492 2020-08-03 18:39:48,281 - mmaction - INFO - Epoch [135][1120/3757] lr: 4.632e-02, eta: 4 days, 10:46:15, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6312, loss_cls: 2.7934, loss: 2.7934, grad_norm: 3.0052 2020-08-03 18:40:04,127 - mmaction - INFO - Epoch [135][1140/3757] lr: 4.632e-02, eta: 4 days, 10:45:39, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6625, loss_cls: 2.6605, loss: 2.6605, grad_norm: 2.8591 2020-08-03 18:40:19,818 - mmaction - INFO - Epoch [135][1160/3757] lr: 4.632e-02, eta: 4 days, 10:45:00, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6320, loss_cls: 2.7737, loss: 2.7737, grad_norm: 2.9786 2020-08-03 18:40:35,678 - mmaction - INFO - Epoch [135][1180/3757] lr: 4.632e-02, eta: 4 days, 10:44:25, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6602, loss_cls: 2.6046, loss: 2.6046, grad_norm: 2.9131 2020-08-03 18:40:51,426 - mmaction - INFO - Epoch [135][1200/3757] lr: 4.632e-02, eta: 4 days, 10:43:48, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6609, loss_cls: 2.6262, loss: 2.6262, grad_norm: 2.9104 2020-08-03 18:41:07,232 - mmaction - INFO - Epoch [135][1220/3757] lr: 4.632e-02, eta: 4 days, 10:43:12, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6609, loss_cls: 2.7316, loss: 2.7316, grad_norm: 3.0033 2020-08-03 18:41:23,033 - mmaction - INFO - Epoch [135][1240/3757] lr: 4.632e-02, eta: 4 days, 10:42:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6406, loss_cls: 2.7979, loss: 2.7979, grad_norm: 3.0506 2020-08-03 18:41:38,810 - mmaction - INFO - Epoch [135][1260/3757] lr: 4.632e-02, eta: 4 days, 10:41:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6484, loss_cls: 2.6647, loss: 2.6647, grad_norm: 2.9654 2020-08-03 18:41:54,537 - mmaction - INFO - Epoch [135][1280/3757] lr: 4.632e-02, eta: 4 days, 10:41:22, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6562, loss_cls: 2.6863, loss: 2.6863, grad_norm: 3.0193 2020-08-03 18:42:10,331 - mmaction - INFO - Epoch [135][1300/3757] lr: 4.632e-02, eta: 4 days, 10:40:46, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6492, loss_cls: 2.6916, loss: 2.6916, grad_norm: 2.9155 2020-08-03 18:42:26,234 - mmaction - INFO - Epoch [135][1320/3757] lr: 4.632e-02, eta: 4 days, 10:40:11, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6633, loss_cls: 2.6726, loss: 2.6726, grad_norm: 2.8823 2020-08-03 18:42:41,926 - mmaction - INFO - Epoch [135][1340/3757] lr: 4.632e-02, eta: 4 days, 10:39:33, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6617, loss_cls: 2.6887, loss: 2.6887, grad_norm: 2.9203 2020-08-03 18:42:57,762 - mmaction - INFO - Epoch [135][1360/3757] lr: 4.632e-02, eta: 4 days, 10:38:58, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6453, loss_cls: 2.7234, loss: 2.7234, grad_norm: 2.9983 2020-08-03 18:43:13,632 - mmaction - INFO - Epoch [135][1380/3757] lr: 4.632e-02, eta: 4 days, 10:38:23, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6508, loss_cls: 2.7330, loss: 2.7330, grad_norm: 2.9239 2020-08-03 18:43:29,420 - mmaction - INFO - Epoch [135][1400/3757] lr: 4.632e-02, eta: 4 days, 10:37:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6617, loss_cls: 2.6366, loss: 2.6366, grad_norm: 2.9560 2020-08-03 18:43:45,139 - mmaction - INFO - Epoch [135][1420/3757] lr: 4.632e-02, eta: 4 days, 10:37:09, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6523, loss_cls: 2.5957, loss: 2.5957, grad_norm: 3.0093 2020-08-03 18:44:00,954 - mmaction - INFO - Epoch [135][1440/3757] lr: 4.632e-02, eta: 4 days, 10:36:34, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6477, loss_cls: 2.6862, loss: 2.6862, grad_norm: 2.9807 2020-08-03 18:44:16,741 - mmaction - INFO - Epoch [135][1460/3757] lr: 4.632e-02, eta: 4 days, 10:35:58, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6398, loss_cls: 2.7257, loss: 2.7257, grad_norm: 2.9327 2020-08-03 18:44:32,503 - mmaction - INFO - Epoch [135][1480/3757] lr: 4.632e-02, eta: 4 days, 10:35:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6359, loss_cls: 2.7913, loss: 2.7913, grad_norm: 2.9603 2020-08-03 18:44:48,306 - mmaction - INFO - Epoch [135][1500/3757] lr: 4.632e-02, eta: 4 days, 10:34:46, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6555, loss_cls: 2.6561, loss: 2.6561, grad_norm: 2.8959 2020-08-03 18:45:04,178 - mmaction - INFO - Epoch [135][1520/3757] lr: 4.632e-02, eta: 4 days, 10:34:11, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6461, loss_cls: 2.7146, loss: 2.7146, grad_norm: 3.0760 2020-08-03 18:45:19,888 - mmaction - INFO - Epoch [135][1540/3757] lr: 4.632e-02, eta: 4 days, 10:33:34, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6320, loss_cls: 2.7676, loss: 2.7676, grad_norm: 3.0091 2020-08-03 18:45:35,626 - mmaction - INFO - Epoch [135][1560/3757] lr: 4.632e-02, eta: 4 days, 10:32:57, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6617, loss_cls: 2.6376, loss: 2.6376, grad_norm: 2.9761 2020-08-03 18:45:51,397 - mmaction - INFO - Epoch [135][1580/3757] lr: 4.632e-02, eta: 4 days, 10:32:21, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6344, loss_cls: 2.7964, loss: 2.7964, grad_norm: 3.0221 2020-08-03 18:46:07,236 - mmaction - INFO - Epoch [135][1600/3757] lr: 4.632e-02, eta: 4 days, 10:31:46, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6398, loss_cls: 2.7314, loss: 2.7314, grad_norm: 2.8893 2020-08-03 18:46:23,052 - mmaction - INFO - Epoch [135][1620/3757] lr: 4.632e-02, eta: 4 days, 10:31:11, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6523, loss_cls: 2.6891, loss: 2.6891, grad_norm: 2.9782 2020-08-03 18:46:38,762 - mmaction - INFO - Epoch [135][1640/3757] lr: 4.632e-02, eta: 4 days, 10:30:34, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6438, loss_cls: 2.7068, loss: 2.7068, grad_norm: 3.0640 2020-08-03 18:46:54,438 - mmaction - INFO - Epoch [135][1660/3757] lr: 4.632e-02, eta: 4 days, 10:29:55, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6430, loss_cls: 2.6882, loss: 2.6882, grad_norm: 2.9651 2020-08-03 18:47:10,226 - mmaction - INFO - Epoch [135][1680/3757] lr: 4.632e-02, eta: 4 days, 10:29:20, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.8020, loss: 2.8020, grad_norm: 2.9707 2020-08-03 18:47:26,062 - mmaction - INFO - Epoch [135][1700/3757] lr: 4.632e-02, eta: 4 days, 10:28:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6531, loss_cls: 2.6445, loss: 2.6445, grad_norm: 3.0059 2020-08-03 18:47:41,930 - mmaction - INFO - Epoch [135][1720/3757] lr: 4.632e-02, eta: 4 days, 10:28:11, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6445, loss_cls: 2.6989, loss: 2.6989, grad_norm: 3.0692 2020-08-03 18:47:57,690 - mmaction - INFO - Epoch [135][1740/3757] lr: 4.632e-02, eta: 4 days, 10:27:35, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6352, loss_cls: 2.7428, loss: 2.7428, grad_norm: 2.9383 2020-08-03 18:48:14,699 - mmaction - INFO - Epoch [135][1760/3757] lr: 4.632e-02, eta: 4 days, 10:27:23, time: 0.850, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6328, loss_cls: 2.7319, loss: 2.7319, grad_norm: 2.9132 2020-08-03 18:48:30,415 - mmaction - INFO - Epoch [135][1780/3757] lr: 4.632e-02, eta: 4 days, 10:26:46, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6555, loss_cls: 2.6930, loss: 2.6930, grad_norm: 3.0025 2020-08-03 18:48:47,521 - mmaction - INFO - Epoch [135][1800/3757] lr: 4.632e-02, eta: 4 days, 10:26:35, time: 0.856, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6242, loss_cls: 2.7697, loss: 2.7697, grad_norm: 3.0100 2020-08-03 18:49:03,310 - mmaction - INFO - Epoch [135][1820/3757] lr: 4.632e-02, eta: 4 days, 10:25:59, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6352, loss_cls: 2.8035, loss: 2.8035, grad_norm: 2.8878 2020-08-03 18:49:19,524 - mmaction - INFO - Epoch [135][1840/3757] lr: 4.632e-02, eta: 4 days, 10:25:32, time: 0.812, data_time: 0.005, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6508, loss_cls: 2.6926, loss: 2.6926, grad_norm: 2.9860 2020-08-03 18:49:35,350 - mmaction - INFO - Epoch [135][1860/3757] lr: 4.632e-02, eta: 4 days, 10:24:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6492, loss_cls: 2.7475, loss: 2.7475, grad_norm: 2.9020 2020-08-03 18:49:52,145 - mmaction - INFO - Epoch [135][1880/3757] lr: 4.632e-02, eta: 4 days, 10:24:41, time: 0.841, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6484, loss_cls: 2.7253, loss: 2.7253, grad_norm: 2.9180 2020-08-03 18:50:08,170 - mmaction - INFO - Epoch [135][1900/3757] lr: 4.632e-02, eta: 4 days, 10:24:10, time: 0.801, data_time: 0.009, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6359, loss_cls: 2.7817, loss: 2.7817, grad_norm: 2.9691 2020-08-03 18:50:24,094 - mmaction - INFO - Epoch [135][1920/3757] lr: 4.632e-02, eta: 4 days, 10:23:36, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6594, loss_cls: 2.6426, loss: 2.6426, grad_norm: 2.8655 2020-08-03 18:50:40,112 - mmaction - INFO - Epoch [135][1940/3757] lr: 4.632e-02, eta: 4 days, 10:23:06, time: 0.802, data_time: 0.005, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6539, loss_cls: 2.7060, loss: 2.7060, grad_norm: 2.9825 2020-08-03 18:50:57,168 - mmaction - INFO - Epoch [135][1960/3757] lr: 4.632e-02, eta: 4 days, 10:22:54, time: 0.853, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6125, loss_cls: 2.8469, loss: 2.8469, grad_norm: 3.0840 2020-08-03 18:51:13,272 - mmaction - INFO - Epoch [135][1980/3757] lr: 4.632e-02, eta: 4 days, 10:22:25, time: 0.805, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6453, loss_cls: 2.7345, loss: 2.7345, grad_norm: 2.9411 2020-08-03 18:51:29,034 - mmaction - INFO - Epoch [135][2000/3757] lr: 4.632e-02, eta: 4 days, 10:21:49, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6539, loss_cls: 2.6850, loss: 2.6850, grad_norm: 2.9275 2020-08-03 18:51:44,859 - mmaction - INFO - Epoch [135][2020/3757] lr: 4.632e-02, eta: 4 days, 10:21:14, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6742, loss_cls: 2.6184, loss: 2.6184, grad_norm: 2.8460 2020-08-03 18:52:00,541 - mmaction - INFO - Epoch [135][2040/3757] lr: 4.632e-02, eta: 4 days, 10:20:37, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.6947, loss: 2.6947, grad_norm: 2.9522 2020-08-03 18:52:16,302 - mmaction - INFO - Epoch [135][2060/3757] lr: 4.632e-02, eta: 4 days, 10:20:01, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6547, loss_cls: 2.6851, loss: 2.6851, grad_norm: 2.8938 2020-08-03 18:52:32,102 - mmaction - INFO - Epoch [135][2080/3757] lr: 4.632e-02, eta: 4 days, 10:19:26, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6617, loss_cls: 2.6343, loss: 2.6343, grad_norm: 3.0192 2020-08-03 18:52:47,901 - mmaction - INFO - Epoch [135][2100/3757] lr: 4.632e-02, eta: 4 days, 10:18:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6508, loss_cls: 2.7136, loss: 2.7136, grad_norm: 3.0054 2020-08-03 18:53:03,652 - mmaction - INFO - Epoch [135][2120/3757] lr: 4.632e-02, eta: 4 days, 10:18:16, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6562, loss_cls: 2.7041, loss: 2.7041, grad_norm: 3.0064 2020-08-03 18:53:19,484 - mmaction - INFO - Epoch [135][2140/3757] lr: 4.632e-02, eta: 4 days, 10:17:42, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6305, loss_cls: 2.7145, loss: 2.7145, grad_norm: 2.9215 2020-08-03 18:53:35,278 - mmaction - INFO - Epoch [135][2160/3757] lr: 4.632e-02, eta: 4 days, 10:17:07, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6359, loss_cls: 2.7773, loss: 2.7773, grad_norm: 2.9917 2020-08-03 18:53:51,081 - mmaction - INFO - Epoch [135][2180/3757] lr: 4.632e-02, eta: 4 days, 10:16:32, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6461, loss_cls: 2.7012, loss: 2.7012, grad_norm: 2.9359 2020-08-03 18:54:06,893 - mmaction - INFO - Epoch [135][2200/3757] lr: 4.632e-02, eta: 4 days, 10:15:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6352, loss_cls: 2.7778, loss: 2.7778, grad_norm: 2.9649 2020-08-03 18:54:22,679 - mmaction - INFO - Epoch [135][2220/3757] lr: 4.632e-02, eta: 4 days, 10:15:23, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6391, loss_cls: 2.6731, loss: 2.6731, grad_norm: 2.9420 2020-08-03 18:54:38,528 - mmaction - INFO - Epoch [135][2240/3757] lr: 4.632e-02, eta: 4 days, 10:14:49, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6461, loss_cls: 2.7104, loss: 2.7104, grad_norm: 3.0145 2020-08-03 18:54:54,368 - mmaction - INFO - Epoch [135][2260/3757] lr: 4.632e-02, eta: 4 days, 10:14:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6430, loss_cls: 2.7594, loss: 2.7594, grad_norm: 2.9840 2020-08-03 18:55:10,187 - mmaction - INFO - Epoch [135][2280/3757] lr: 4.632e-02, eta: 4 days, 10:13:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6516, loss_cls: 2.6873, loss: 2.6873, grad_norm: 3.0064 2020-08-03 18:55:26,015 - mmaction - INFO - Epoch [135][2300/3757] lr: 4.632e-02, eta: 4 days, 10:13:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6547, loss_cls: 2.6689, loss: 2.6689, grad_norm: 2.9124 2020-08-03 18:55:41,887 - mmaction - INFO - Epoch [135][2320/3757] lr: 4.632e-02, eta: 4 days, 10:12:33, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6578, loss_cls: 2.6994, loss: 2.6994, grad_norm: 2.9438 2020-08-03 18:55:57,564 - mmaction - INFO - Epoch [135][2340/3757] lr: 4.632e-02, eta: 4 days, 10:11:57, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6258, loss_cls: 2.7366, loss: 2.7366, grad_norm: 2.9188 2020-08-03 18:56:13,413 - mmaction - INFO - Epoch [135][2360/3757] lr: 4.632e-02, eta: 4 days, 10:11:23, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6445, loss_cls: 2.6754, loss: 2.6754, grad_norm: 2.8960 2020-08-03 18:56:29,266 - mmaction - INFO - Epoch [135][2380/3757] lr: 4.632e-02, eta: 4 days, 10:10:50, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6555, loss_cls: 2.7220, loss: 2.7220, grad_norm: 2.9112 2020-08-03 18:56:44,986 - mmaction - INFO - Epoch [135][2400/3757] lr: 4.632e-02, eta: 4 days, 10:10:13, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6438, loss_cls: 2.7334, loss: 2.7334, grad_norm: 2.9856 2020-08-03 18:57:00,748 - mmaction - INFO - Epoch [135][2420/3757] lr: 4.632e-02, eta: 4 days, 10:09:38, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6625, loss_cls: 2.6621, loss: 2.6621, grad_norm: 3.0188 2020-08-03 18:57:16,610 - mmaction - INFO - Epoch [135][2440/3757] lr: 4.632e-02, eta: 4 days, 10:09:05, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6297, loss_cls: 2.7545, loss: 2.7545, grad_norm: 2.9857 2020-08-03 18:57:32,240 - mmaction - INFO - Epoch [135][2460/3757] lr: 4.632e-02, eta: 4 days, 10:08:28, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6453, loss_cls: 2.8074, loss: 2.8074, grad_norm: 3.0361 2020-08-03 18:57:48,056 - mmaction - INFO - Epoch [135][2480/3757] lr: 4.632e-02, eta: 4 days, 10:07:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6266, loss_cls: 2.7995, loss: 2.7995, grad_norm: 2.9424 2020-08-03 18:58:03,736 - mmaction - INFO - Epoch [135][2500/3757] lr: 4.632e-02, eta: 4 days, 10:07:17, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6602, loss_cls: 2.6936, loss: 2.6936, grad_norm: 2.9674 2020-08-03 18:58:19,484 - mmaction - INFO - Epoch [135][2520/3757] lr: 4.632e-02, eta: 4 days, 10:06:42, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6523, loss_cls: 2.6580, loss: 2.6580, grad_norm: 3.0237 2020-08-03 18:58:35,167 - mmaction - INFO - Epoch [135][2540/3757] lr: 4.632e-02, eta: 4 days, 10:06:06, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6258, loss_cls: 2.7868, loss: 2.7868, grad_norm: 3.0282 2020-08-03 18:58:51,090 - mmaction - INFO - Epoch [135][2560/3757] lr: 4.632e-02, eta: 4 days, 10:05:34, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6500, loss_cls: 2.7078, loss: 2.7078, grad_norm: 2.9134 2020-08-03 18:59:06,760 - mmaction - INFO - Epoch [135][2580/3757] lr: 4.632e-02, eta: 4 days, 10:04:57, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6555, loss_cls: 2.6973, loss: 2.6973, grad_norm: 2.9826 2020-08-03 18:59:22,539 - mmaction - INFO - Epoch [135][2600/3757] lr: 4.632e-02, eta: 4 days, 10:04:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3594, top5_acc: 0.6266, loss_cls: 2.8129, loss: 2.8129, grad_norm: 3.1044 2020-08-03 18:59:38,293 - mmaction - INFO - Epoch [135][2620/3757] lr: 4.632e-02, eta: 4 days, 10:03:48, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6594, loss_cls: 2.6865, loss: 2.6865, grad_norm: 2.9058 2020-08-03 18:59:54,163 - mmaction - INFO - Epoch [135][2640/3757] lr: 4.632e-02, eta: 4 days, 10:03:15, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6484, loss_cls: 2.7455, loss: 2.7455, grad_norm: 2.9504 2020-08-03 19:00:13,700 - mmaction - INFO - Epoch [135][2660/3757] lr: 4.632e-02, eta: 4 days, 10:03:46, time: 0.968, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6492, loss_cls: 2.6717, loss: 2.6717, grad_norm: 2.8914 2020-08-03 19:00:29,528 - mmaction - INFO - Epoch [135][2680/3757] lr: 4.632e-02, eta: 4 days, 10:03:15, time: 0.799, data_time: 0.014, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6289, loss_cls: 2.8014, loss: 2.8014, grad_norm: 2.9820 2020-08-03 19:00:45,312 - mmaction - INFO - Epoch [135][2700/3757] lr: 4.632e-02, eta: 4 days, 10:02:41, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6406, loss_cls: 2.7528, loss: 2.7528, grad_norm: 2.8554 2020-08-03 19:01:01,112 - mmaction - INFO - Epoch [135][2720/3757] lr: 4.632e-02, eta: 4 days, 10:02:07, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6406, loss_cls: 2.7446, loss: 2.7446, grad_norm: 2.9894 2020-08-03 19:01:16,855 - mmaction - INFO - Epoch [135][2740/3757] lr: 4.632e-02, eta: 4 days, 10:01:32, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6438, loss_cls: 2.7166, loss: 2.7166, grad_norm: 2.9486 2020-08-03 19:01:32,730 - mmaction - INFO - Epoch [135][2760/3757] lr: 4.632e-02, eta: 4 days, 10:00:59, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6500, loss_cls: 2.7896, loss: 2.7896, grad_norm: 2.9465 2020-08-03 19:01:48,477 - mmaction - INFO - Epoch [135][2780/3757] lr: 4.632e-02, eta: 4 days, 10:00:24, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6477, loss_cls: 2.6582, loss: 2.6582, grad_norm: 2.9261 2020-08-03 19:02:04,331 - mmaction - INFO - Epoch [135][2800/3757] lr: 4.632e-02, eta: 4 days, 9:59:51, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6586, loss_cls: 2.6687, loss: 2.6687, grad_norm: 2.9674 2020-08-03 19:02:20,062 - mmaction - INFO - Epoch [135][2820/3757] lr: 4.632e-02, eta: 4 days, 9:59:16, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6422, loss_cls: 2.8158, loss: 2.8158, grad_norm: 2.9331 2020-08-03 19:02:35,830 - mmaction - INFO - Epoch [135][2840/3757] lr: 4.632e-02, eta: 4 days, 9:58:42, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6266, loss_cls: 2.7641, loss: 2.7641, grad_norm: 2.9291 2020-08-03 19:02:51,718 - mmaction - INFO - Epoch [135][2860/3757] lr: 4.632e-02, eta: 4 days, 9:58:09, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6586, loss_cls: 2.6915, loss: 2.6915, grad_norm: 2.8821 2020-08-03 19:03:07,406 - mmaction - INFO - Epoch [135][2880/3757] lr: 4.632e-02, eta: 4 days, 9:57:34, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6617, loss_cls: 2.6362, loss: 2.6362, grad_norm: 2.9989 2020-08-03 19:03:23,238 - mmaction - INFO - Epoch [135][2900/3757] lr: 4.632e-02, eta: 4 days, 9:57:00, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6312, loss_cls: 2.7830, loss: 2.7830, grad_norm: 2.9683 2020-08-03 19:03:38,984 - mmaction - INFO - Epoch [135][2920/3757] lr: 4.632e-02, eta: 4 days, 9:56:26, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6578, loss_cls: 2.6797, loss: 2.6797, grad_norm: 3.0132 2020-08-03 19:03:54,793 - mmaction - INFO - Epoch [135][2940/3757] lr: 4.632e-02, eta: 4 days, 9:55:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6430, loss_cls: 2.6855, loss: 2.6855, grad_norm: 2.9566 2020-08-03 19:04:10,586 - mmaction - INFO - Epoch [135][2960/3757] lr: 4.632e-02, eta: 4 days, 9:55:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6414, loss_cls: 2.7185, loss: 2.7185, grad_norm: 3.0265 2020-08-03 19:04:26,373 - mmaction - INFO - Epoch [135][2980/3757] lr: 4.632e-02, eta: 4 days, 9:54:45, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6555, loss_cls: 2.6936, loss: 2.6936, grad_norm: 2.9660 2020-08-03 19:04:42,190 - mmaction - INFO - Epoch [135][3000/3757] lr: 4.632e-02, eta: 4 days, 9:54:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6687, loss_cls: 2.7160, loss: 2.7160, grad_norm: 3.0159 2020-08-03 19:04:58,053 - mmaction - INFO - Epoch [135][3020/3757] lr: 4.632e-02, eta: 4 days, 9:53:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6477, loss_cls: 2.7666, loss: 2.7666, grad_norm: 2.8963 2020-08-03 19:05:14,195 - mmaction - INFO - Epoch [135][3040/3757] lr: 4.632e-02, eta: 4 days, 9:53:11, time: 0.808, data_time: 0.006, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6703, loss_cls: 2.6453, loss: 2.6453, grad_norm: 3.0439 2020-08-03 19:05:30,354 - mmaction - INFO - Epoch [135][3060/3757] lr: 4.632e-02, eta: 4 days, 9:52:44, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6391, loss_cls: 2.7026, loss: 2.7026, grad_norm: 2.9619 2020-08-03 19:05:46,532 - mmaction - INFO - Epoch [135][3080/3757] lr: 4.632e-02, eta: 4 days, 9:52:17, time: 0.808, data_time: 0.005, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6648, loss_cls: 2.6962, loss: 2.6962, grad_norm: 3.0266 2020-08-03 19:06:02,742 - mmaction - INFO - Epoch [135][3100/3757] lr: 4.632e-02, eta: 4 days, 9:51:51, time: 0.810, data_time: 0.005, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6406, loss_cls: 2.7261, loss: 2.7261, grad_norm: 2.9088 2020-08-03 19:06:18,834 - mmaction - INFO - Epoch [135][3120/3757] lr: 4.632e-02, eta: 4 days, 9:51:23, time: 0.806, data_time: 0.005, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6320, loss_cls: 2.7226, loss: 2.7226, grad_norm: 2.8336 2020-08-03 19:06:34,780 - mmaction - INFO - Epoch [135][3140/3757] lr: 4.632e-02, eta: 4 days, 9:50:52, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6391, loss_cls: 2.7978, loss: 2.7978, grad_norm: 2.9157 2020-08-03 19:06:50,583 - mmaction - INFO - Epoch [135][3160/3757] lr: 4.632e-02, eta: 4 days, 9:50:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6273, loss_cls: 2.8203, loss: 2.8203, grad_norm: 2.9609 2020-08-03 19:07:06,368 - mmaction - INFO - Epoch [135][3180/3757] lr: 4.632e-02, eta: 4 days, 9:49:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6594, loss_cls: 2.6264, loss: 2.6264, grad_norm: 2.9059 2020-08-03 19:07:22,116 - mmaction - INFO - Epoch [135][3200/3757] lr: 4.632e-02, eta: 4 days, 9:49:11, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6367, loss_cls: 2.7642, loss: 2.7642, grad_norm: 3.0249 2020-08-03 19:07:37,975 - mmaction - INFO - Epoch [135][3220/3757] lr: 4.632e-02, eta: 4 days, 9:48:38, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6445, loss_cls: 2.7630, loss: 2.7630, grad_norm: 3.0114 2020-08-03 19:07:53,700 - mmaction - INFO - Epoch [135][3240/3757] lr: 4.632e-02, eta: 4 days, 9:48:04, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6578, loss_cls: 2.7378, loss: 2.7378, grad_norm: 2.9627 2020-08-03 19:08:09,478 - mmaction - INFO - Epoch [135][3260/3757] lr: 4.632e-02, eta: 4 days, 9:47:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6430, loss_cls: 2.7280, loss: 2.7280, grad_norm: 2.9490 2020-08-03 19:08:25,282 - mmaction - INFO - Epoch [135][3280/3757] lr: 4.632e-02, eta: 4 days, 9:46:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3555, top5_acc: 0.6289, loss_cls: 2.8118, loss: 2.8118, grad_norm: 3.0320 2020-08-03 19:08:41,057 - mmaction - INFO - Epoch [135][3300/3757] lr: 4.632e-02, eta: 4 days, 9:46:23, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6461, loss_cls: 2.7225, loss: 2.7225, grad_norm: 3.0227 2020-08-03 19:08:56,811 - mmaction - INFO - Epoch [135][3320/3757] lr: 4.632e-02, eta: 4 days, 9:45:49, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6297, loss_cls: 2.7126, loss: 2.7126, grad_norm: 2.9280 2020-08-03 19:09:12,585 - mmaction - INFO - Epoch [135][3340/3757] lr: 4.632e-02, eta: 4 days, 9:45:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6477, loss_cls: 2.6761, loss: 2.6761, grad_norm: 2.9282 2020-08-03 19:09:28,353 - mmaction - INFO - Epoch [135][3360/3757] lr: 4.632e-02, eta: 4 days, 9:44:42, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6477, loss_cls: 2.7142, loss: 2.7142, grad_norm: 2.9175 2020-08-03 19:09:44,104 - mmaction - INFO - Epoch [135][3380/3757] lr: 4.632e-02, eta: 4 days, 9:44:08, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6422, loss_cls: 2.7095, loss: 2.7095, grad_norm: 2.9805 2020-08-03 19:09:59,940 - mmaction - INFO - Epoch [135][3400/3757] lr: 4.632e-02, eta: 4 days, 9:43:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6609, loss_cls: 2.6569, loss: 2.6569, grad_norm: 2.8936 2020-08-03 19:10:15,648 - mmaction - INFO - Epoch [135][3420/3757] lr: 4.632e-02, eta: 4 days, 9:43:01, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6500, loss_cls: 2.6631, loss: 2.6631, grad_norm: 2.9272 2020-08-03 19:10:31,375 - mmaction - INFO - Epoch [135][3440/3757] lr: 4.632e-02, eta: 4 days, 9:42:26, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6281, loss_cls: 2.7371, loss: 2.7371, grad_norm: 2.9664 2020-08-03 19:10:47,218 - mmaction - INFO - Epoch [135][3460/3757] lr: 4.632e-02, eta: 4 days, 9:41:54, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6430, loss_cls: 2.7422, loss: 2.7422, grad_norm: 3.0232 2020-08-03 19:11:03,034 - mmaction - INFO - Epoch [135][3480/3757] lr: 4.632e-02, eta: 4 days, 9:41:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6609, loss_cls: 2.6186, loss: 2.6186, grad_norm: 3.0366 2020-08-03 19:11:18,818 - mmaction - INFO - Epoch [135][3500/3757] lr: 4.632e-02, eta: 4 days, 9:40:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.7184, loss: 2.7184, grad_norm: 2.8834 2020-08-03 19:11:34,569 - mmaction - INFO - Epoch [135][3520/3757] lr: 4.632e-02, eta: 4 days, 9:40:15, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6477, loss_cls: 2.7514, loss: 2.7514, grad_norm: 2.9922 2020-08-03 19:11:50,333 - mmaction - INFO - Epoch [135][3540/3757] lr: 4.632e-02, eta: 4 days, 9:39:41, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6398, loss_cls: 2.7187, loss: 2.7187, grad_norm: 2.8945 2020-08-03 19:12:06,121 - mmaction - INFO - Epoch [135][3560/3757] lr: 4.632e-02, eta: 4 days, 9:39:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6344, loss_cls: 2.7353, loss: 2.7353, grad_norm: 2.9799 2020-08-03 19:12:21,867 - mmaction - INFO - Epoch [135][3580/3757] lr: 4.632e-02, eta: 4 days, 9:38:34, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.6886, loss: 2.6886, grad_norm: 2.9808 2020-08-03 19:12:37,679 - mmaction - INFO - Epoch [135][3600/3757] lr: 4.632e-02, eta: 4 days, 9:38:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6453, loss_cls: 2.6911, loss: 2.6911, grad_norm: 2.9270 2020-08-03 19:12:53,499 - mmaction - INFO - Epoch [135][3620/3757] lr: 4.632e-02, eta: 4 days, 9:37:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6539, loss_cls: 2.6621, loss: 2.6621, grad_norm: 2.9438 2020-08-03 19:13:09,185 - mmaction - INFO - Epoch [135][3640/3757] lr: 4.632e-02, eta: 4 days, 9:36:54, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6453, loss_cls: 2.6795, loss: 2.6795, grad_norm: 2.9714 2020-08-03 19:13:25,043 - mmaction - INFO - Epoch [135][3660/3757] lr: 4.632e-02, eta: 4 days, 9:36:22, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6531, loss_cls: 2.7278, loss: 2.7278, grad_norm: 3.0729 2020-08-03 19:13:40,773 - mmaction - INFO - Epoch [135][3680/3757] lr: 4.632e-02, eta: 4 days, 9:35:48, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6617, loss_cls: 2.6239, loss: 2.6239, grad_norm: 2.9069 2020-08-03 19:13:56,556 - mmaction - INFO - Epoch [135][3700/3757] lr: 4.632e-02, eta: 4 days, 9:35:15, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6438, loss_cls: 2.7068, loss: 2.7068, grad_norm: 3.0942 2020-08-03 19:14:12,380 - mmaction - INFO - Epoch [135][3720/3757] lr: 4.632e-02, eta: 4 days, 9:34:43, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6414, loss_cls: 2.7653, loss: 2.7653, grad_norm: 2.9467 2020-08-03 19:14:28,146 - mmaction - INFO - Epoch [135][3740/3757] lr: 4.632e-02, eta: 4 days, 9:34:10, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6445, loss_cls: 2.7458, loss: 2.7458, grad_norm: 2.9284 2020-08-03 19:18:05,328 - mmaction - INFO - Epoch [136][20/3757] lr: 4.571e-02, eta: 4 days, 10:20:30, time: 9.684, data_time: 8.850, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6367, loss_cls: 2.7242, loss: 2.7242, grad_norm: 2.9939 2020-08-03 19:18:21,157 - mmaction - INFO - Epoch [136][40/3757] lr: 4.571e-02, eta: 4 days, 10:19:55, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6516, loss_cls: 2.6339, loss: 2.6339, grad_norm: 2.9157 2020-08-03 19:18:36,969 - mmaction - INFO - Epoch [136][60/3757] lr: 4.571e-02, eta: 4 days, 10:19:21, time: 0.792, data_time: 0.007, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6484, loss_cls: 2.6681, loss: 2.6681, grad_norm: 2.9816 2020-08-03 19:18:52,778 - mmaction - INFO - Epoch [136][80/3757] lr: 4.571e-02, eta: 4 days, 10:18:46, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6383, loss_cls: 2.7327, loss: 2.7327, grad_norm: 2.9734 2020-08-03 19:19:08,583 - mmaction - INFO - Epoch [136][100/3757] lr: 4.571e-02, eta: 4 days, 10:18:11, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6367, loss_cls: 2.6834, loss: 2.6834, grad_norm: 3.0007 2020-08-03 19:19:24,416 - mmaction - INFO - Epoch [136][120/3757] lr: 4.571e-02, eta: 4 days, 10:17:37, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6555, loss_cls: 2.6628, loss: 2.6628, grad_norm: 2.9428 2020-08-03 19:19:40,175 - mmaction - INFO - Epoch [136][140/3757] lr: 4.571e-02, eta: 4 days, 10:17:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6570, loss_cls: 2.6629, loss: 2.6629, grad_norm: 2.9849 2020-08-03 19:19:55,951 - mmaction - INFO - Epoch [136][160/3757] lr: 4.571e-02, eta: 4 days, 10:16:27, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6539, loss_cls: 2.6642, loss: 2.6642, grad_norm: 2.9794 2020-08-03 19:20:11,778 - mmaction - INFO - Epoch [136][180/3757] lr: 4.571e-02, eta: 4 days, 10:15:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6477, loss_cls: 2.6909, loss: 2.6909, grad_norm: 2.9679 2020-08-03 19:20:27,656 - mmaction - INFO - Epoch [136][200/3757] lr: 4.571e-02, eta: 4 days, 10:15:19, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6516, loss_cls: 2.6758, loss: 2.6758, grad_norm: 2.9950 2020-08-03 19:20:43,393 - mmaction - INFO - Epoch [136][220/3757] lr: 4.571e-02, eta: 4 days, 10:14:44, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6406, loss_cls: 2.7177, loss: 2.7177, grad_norm: 2.9991 2020-08-03 19:20:59,161 - mmaction - INFO - Epoch [136][240/3757] lr: 4.571e-02, eta: 4 days, 10:14:09, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6633, loss_cls: 2.6772, loss: 2.6772, grad_norm: 2.8707 2020-08-03 19:21:15,021 - mmaction - INFO - Epoch [136][260/3757] lr: 4.571e-02, eta: 4 days, 10:13:35, time: 0.792, data_time: 0.007, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6789, loss_cls: 2.5690, loss: 2.5690, grad_norm: 3.0055 2020-08-03 19:21:30,829 - mmaction - INFO - Epoch [136][280/3757] lr: 4.571e-02, eta: 4 days, 10:13:01, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6594, loss_cls: 2.5902, loss: 2.5902, grad_norm: 2.9279 2020-08-03 19:21:46,598 - mmaction - INFO - Epoch [136][300/3757] lr: 4.571e-02, eta: 4 days, 10:12:26, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6734, loss_cls: 2.6015, loss: 2.6015, grad_norm: 3.0351 2020-08-03 19:22:02,347 - mmaction - INFO - Epoch [136][320/3757] lr: 4.571e-02, eta: 4 days, 10:11:50, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6625, loss_cls: 2.6947, loss: 2.6947, grad_norm: 3.0370 2020-08-03 19:22:18,149 - mmaction - INFO - Epoch [136][340/3757] lr: 4.571e-02, eta: 4 days, 10:11:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6922, loss_cls: 2.5479, loss: 2.5479, grad_norm: 3.0246 2020-08-03 19:22:33,950 - mmaction - INFO - Epoch [136][360/3757] lr: 4.571e-02, eta: 4 days, 10:10:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6281, loss_cls: 2.7696, loss: 2.7696, grad_norm: 3.0680 2020-08-03 19:22:49,772 - mmaction - INFO - Epoch [136][380/3757] lr: 4.571e-02, eta: 4 days, 10:10:07, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6477, loss_cls: 2.6946, loss: 2.6946, grad_norm: 2.9514 2020-08-03 19:23:05,589 - mmaction - INFO - Epoch [136][400/3757] lr: 4.571e-02, eta: 4 days, 10:09:33, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6648, loss_cls: 2.6286, loss: 2.6286, grad_norm: 2.9653 2020-08-03 19:23:21,411 - mmaction - INFO - Epoch [136][420/3757] lr: 4.571e-02, eta: 4 days, 10:08:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6719, loss_cls: 2.6376, loss: 2.6376, grad_norm: 2.9384 2020-08-03 19:23:37,192 - mmaction - INFO - Epoch [136][440/3757] lr: 4.571e-02, eta: 4 days, 10:08:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6484, loss_cls: 2.7225, loss: 2.7225, grad_norm: 2.9527 2020-08-03 19:23:53,059 - mmaction - INFO - Epoch [136][460/3757] lr: 4.571e-02, eta: 4 days, 10:07:52, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6406, loss_cls: 2.7161, loss: 2.7161, grad_norm: 2.9566 2020-08-03 19:24:08,940 - mmaction - INFO - Epoch [136][480/3757] lr: 4.571e-02, eta: 4 days, 10:07:19, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6695, loss_cls: 2.5665, loss: 2.5665, grad_norm: 2.8914 2020-08-03 19:24:24,687 - mmaction - INFO - Epoch [136][500/3757] lr: 4.571e-02, eta: 4 days, 10:06:43, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6617, loss_cls: 2.5983, loss: 2.5983, grad_norm: 2.8705 2020-08-03 19:24:40,568 - mmaction - INFO - Epoch [136][520/3757] lr: 4.571e-02, eta: 4 days, 10:06:11, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6422, loss_cls: 2.6960, loss: 2.6960, grad_norm: 3.0353 2020-08-03 19:24:56,342 - mmaction - INFO - Epoch [136][540/3757] lr: 4.571e-02, eta: 4 days, 10:05:37, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6266, loss_cls: 2.8068, loss: 2.8068, grad_norm: 3.0228 2020-08-03 19:25:12,145 - mmaction - INFO - Epoch [136][560/3757] lr: 4.571e-02, eta: 4 days, 10:05:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6531, loss_cls: 2.6486, loss: 2.6486, grad_norm: 3.0239 2020-08-03 19:25:27,964 - mmaction - INFO - Epoch [136][580/3757] lr: 4.571e-02, eta: 4 days, 10:04:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6414, loss_cls: 2.7169, loss: 2.7169, grad_norm: 2.9585 2020-08-03 19:25:43,774 - mmaction - INFO - Epoch [136][600/3757] lr: 4.571e-02, eta: 4 days, 10:03:54, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6414, loss_cls: 2.7215, loss: 2.7215, grad_norm: 2.9417 2020-08-03 19:25:59,706 - mmaction - INFO - Epoch [136][620/3757] lr: 4.571e-02, eta: 4 days, 10:03:23, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6609, loss_cls: 2.6694, loss: 2.6694, grad_norm: 2.9137 2020-08-03 19:26:15,465 - mmaction - INFO - Epoch [136][640/3757] lr: 4.571e-02, eta: 4 days, 10:02:48, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6578, loss_cls: 2.6635, loss: 2.6635, grad_norm: 2.9295 2020-08-03 19:26:31,285 - mmaction - INFO - Epoch [136][660/3757] lr: 4.571e-02, eta: 4 days, 10:02:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6398, loss_cls: 2.7328, loss: 2.7328, grad_norm: 2.9747 2020-08-03 19:26:47,029 - mmaction - INFO - Epoch [136][680/3757] lr: 4.571e-02, eta: 4 days, 10:01:39, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6680, loss_cls: 2.5997, loss: 2.5997, grad_norm: 2.9096 2020-08-03 19:27:02,904 - mmaction - INFO - Epoch [136][700/3757] lr: 4.571e-02, eta: 4 days, 10:01:07, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6578, loss_cls: 2.6746, loss: 2.6746, grad_norm: 2.9539 2020-08-03 19:27:18,602 - mmaction - INFO - Epoch [136][720/3757] lr: 4.571e-02, eta: 4 days, 10:00:31, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6648, loss_cls: 2.5795, loss: 2.5795, grad_norm: 2.8135 2020-08-03 19:27:34,436 - mmaction - INFO - Epoch [136][740/3757] lr: 4.571e-02, eta: 4 days, 9:59:58, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6492, loss_cls: 2.7276, loss: 2.7276, grad_norm: 2.9728 2020-08-03 19:27:50,241 - mmaction - INFO - Epoch [136][760/3757] lr: 4.571e-02, eta: 4 days, 9:59:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6508, loss_cls: 2.7203, loss: 2.7203, grad_norm: 3.0345 2020-08-03 19:28:06,052 - mmaction - INFO - Epoch [136][780/3757] lr: 4.571e-02, eta: 4 days, 9:58:51, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6594, loss_cls: 2.6919, loss: 2.6919, grad_norm: 2.9764 2020-08-03 19:28:21,837 - mmaction - INFO - Epoch [136][800/3757] lr: 4.571e-02, eta: 4 days, 9:58:16, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6508, loss_cls: 2.7236, loss: 2.7236, grad_norm: 3.0138 2020-08-03 19:28:37,577 - mmaction - INFO - Epoch [136][820/3757] lr: 4.571e-02, eta: 4 days, 9:57:42, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6633, loss_cls: 2.6626, loss: 2.6626, grad_norm: 3.0045 2020-08-03 19:28:53,469 - mmaction - INFO - Epoch [136][840/3757] lr: 4.571e-02, eta: 4 days, 9:57:09, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6406, loss_cls: 2.7466, loss: 2.7466, grad_norm: 2.9010 2020-08-03 19:29:09,433 - mmaction - INFO - Epoch [136][860/3757] lr: 4.571e-02, eta: 4 days, 9:56:39, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6539, loss_cls: 2.6187, loss: 2.6187, grad_norm: 2.9507 2020-08-03 19:29:25,302 - mmaction - INFO - Epoch [136][880/3757] lr: 4.571e-02, eta: 4 days, 9:56:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6586, loss_cls: 2.6198, loss: 2.6198, grad_norm: 2.9901 2020-08-03 19:29:46,032 - mmaction - INFO - Epoch [136][900/3757] lr: 4.571e-02, eta: 4 days, 9:56:55, time: 1.038, data_time: 0.002, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6719, loss_cls: 2.6075, loss: 2.6075, grad_norm: 3.0400 2020-08-03 19:30:13,845 - mmaction - INFO - Epoch [136][920/3757] lr: 4.571e-02, eta: 4 days, 9:59:41, time: 1.391, data_time: 0.052, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6594, loss_cls: 2.6700, loss: 2.6700, grad_norm: 2.9699 2020-08-03 19:30:34,715 - mmaction - INFO - Epoch [136][940/3757] lr: 4.571e-02, eta: 4 days, 10:00:32, time: 1.043, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6320, loss_cls: 2.7618, loss: 2.7618, grad_norm: 3.0244 2020-08-03 19:30:50,494 - mmaction - INFO - Epoch [136][960/3757] lr: 4.571e-02, eta: 4 days, 9:59:57, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6297, loss_cls: 2.7094, loss: 2.7094, grad_norm: 2.8894 2020-08-03 19:31:06,302 - mmaction - INFO - Epoch [136][980/3757] lr: 4.571e-02, eta: 4 days, 9:59:23, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6562, loss_cls: 2.6781, loss: 2.6781, grad_norm: 3.0729 2020-08-03 19:31:22,002 - mmaction - INFO - Epoch [136][1000/3757] lr: 4.571e-02, eta: 4 days, 9:58:48, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6609, loss_cls: 2.7147, loss: 2.7147, grad_norm: 2.9725 2020-08-03 19:31:37,742 - mmaction - INFO - Epoch [136][1020/3757] lr: 4.571e-02, eta: 4 days, 9:58:14, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6586, loss_cls: 2.6864, loss: 2.6864, grad_norm: 2.9349 2020-08-03 19:31:53,473 - mmaction - INFO - Epoch [136][1040/3757] lr: 4.571e-02, eta: 4 days, 9:57:38, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6500, loss_cls: 2.7172, loss: 2.7172, grad_norm: 2.9388 2020-08-03 19:32:09,261 - mmaction - INFO - Epoch [136][1060/3757] lr: 4.571e-02, eta: 4 days, 9:57:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6445, loss_cls: 2.7741, loss: 2.7741, grad_norm: 3.0569 2020-08-03 19:32:25,019 - mmaction - INFO - Epoch [136][1080/3757] lr: 4.571e-02, eta: 4 days, 9:56:30, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6711, loss_cls: 2.6072, loss: 2.6072, grad_norm: 2.9893 2020-08-03 19:32:40,810 - mmaction - INFO - Epoch [136][1100/3757] lr: 4.571e-02, eta: 4 days, 9:55:56, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6586, loss_cls: 2.6690, loss: 2.6690, grad_norm: 2.9833 2020-08-03 19:32:56,733 - mmaction - INFO - Epoch [136][1120/3757] lr: 4.571e-02, eta: 4 days, 9:55:25, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6477, loss_cls: 2.7063, loss: 2.7063, grad_norm: 2.9502 2020-08-03 19:33:12,450 - mmaction - INFO - Epoch [136][1140/3757] lr: 4.571e-02, eta: 4 days, 9:54:50, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6258, loss_cls: 2.7780, loss: 2.7780, grad_norm: 3.0050 2020-08-03 19:33:28,395 - mmaction - INFO - Epoch [136][1160/3757] lr: 4.571e-02, eta: 4 days, 9:54:19, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6578, loss_cls: 2.7176, loss: 2.7176, grad_norm: 3.0542 2020-08-03 19:33:44,093 - mmaction - INFO - Epoch [136][1180/3757] lr: 4.571e-02, eta: 4 days, 9:53:43, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6523, loss_cls: 2.6552, loss: 2.6552, grad_norm: 2.9617 2020-08-03 19:33:59,845 - mmaction - INFO - Epoch [136][1200/3757] lr: 4.571e-02, eta: 4 days, 9:53:09, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6359, loss_cls: 2.7848, loss: 2.7848, grad_norm: 2.9958 2020-08-03 19:34:15,651 - mmaction - INFO - Epoch [136][1220/3757] lr: 4.571e-02, eta: 4 days, 9:52:35, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6320, loss_cls: 2.7901, loss: 2.7901, grad_norm: 3.0064 2020-08-03 19:34:31,495 - mmaction - INFO - Epoch [136][1240/3757] lr: 4.571e-02, eta: 4 days, 9:52:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6422, loss_cls: 2.7230, loss: 2.7230, grad_norm: 2.8833 2020-08-03 19:34:47,255 - mmaction - INFO - Epoch [136][1260/3757] lr: 4.571e-02, eta: 4 days, 9:51:29, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6328, loss_cls: 2.7158, loss: 2.7158, grad_norm: 2.8905 2020-08-03 19:35:03,109 - mmaction - INFO - Epoch [136][1280/3757] lr: 4.571e-02, eta: 4 days, 9:50:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6531, loss_cls: 2.6717, loss: 2.6717, grad_norm: 3.0151 2020-08-03 19:35:18,797 - mmaction - INFO - Epoch [136][1300/3757] lr: 4.571e-02, eta: 4 days, 9:50:21, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6422, loss_cls: 2.7849, loss: 2.7849, grad_norm: 3.0911 2020-08-03 19:35:34,637 - mmaction - INFO - Epoch [136][1320/3757] lr: 4.571e-02, eta: 4 days, 9:49:48, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6461, loss_cls: 2.7882, loss: 2.7882, grad_norm: 2.9518 2020-08-03 19:35:50,421 - mmaction - INFO - Epoch [136][1340/3757] lr: 4.571e-02, eta: 4 days, 9:49:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6570, loss_cls: 2.6844, loss: 2.6844, grad_norm: 2.8738 2020-08-03 19:36:06,234 - mmaction - INFO - Epoch [136][1360/3757] lr: 4.571e-02, eta: 4 days, 9:48:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6578, loss_cls: 2.6480, loss: 2.6480, grad_norm: 2.9841 2020-08-03 19:36:21,975 - mmaction - INFO - Epoch [136][1380/3757] lr: 4.571e-02, eta: 4 days, 9:48:07, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6461, loss_cls: 2.6606, loss: 2.6606, grad_norm: 2.9051 2020-08-03 19:36:37,785 - mmaction - INFO - Epoch [136][1400/3757] lr: 4.571e-02, eta: 4 days, 9:47:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6586, loss_cls: 2.6435, loss: 2.6435, grad_norm: 2.9019 2020-08-03 19:36:53,558 - mmaction - INFO - Epoch [136][1420/3757] lr: 4.571e-02, eta: 4 days, 9:47:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6414, loss_cls: 2.6914, loss: 2.6914, grad_norm: 2.9528 2020-08-03 19:37:09,296 - mmaction - INFO - Epoch [136][1440/3757] lr: 4.571e-02, eta: 4 days, 9:46:26, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6414, loss_cls: 2.6645, loss: 2.6645, grad_norm: 3.0253 2020-08-03 19:37:25,092 - mmaction - INFO - Epoch [136][1460/3757] lr: 4.571e-02, eta: 4 days, 9:45:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6484, loss_cls: 2.7240, loss: 2.7240, grad_norm: 2.9743 2020-08-03 19:37:40,889 - mmaction - INFO - Epoch [136][1480/3757] lr: 4.571e-02, eta: 4 days, 9:45:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6391, loss_cls: 2.7024, loss: 2.7024, grad_norm: 2.9368 2020-08-03 19:37:56,772 - mmaction - INFO - Epoch [136][1500/3757] lr: 4.571e-02, eta: 4 days, 9:44:47, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6477, loss_cls: 2.7365, loss: 2.7365, grad_norm: 2.9015 2020-08-03 19:38:12,490 - mmaction - INFO - Epoch [136][1520/3757] lr: 4.571e-02, eta: 4 days, 9:44:13, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6383, loss_cls: 2.7672, loss: 2.7672, grad_norm: 2.9672 2020-08-03 19:38:28,333 - mmaction - INFO - Epoch [136][1540/3757] lr: 4.571e-02, eta: 4 days, 9:43:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6633, loss_cls: 2.7002, loss: 2.7002, grad_norm: 3.0109 2020-08-03 19:38:44,225 - mmaction - INFO - Epoch [136][1560/3757] lr: 4.571e-02, eta: 4 days, 9:43:09, time: 0.796, data_time: 0.012, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6359, loss_cls: 2.7397, loss: 2.7397, grad_norm: 3.0489 2020-08-03 19:39:00,086 - mmaction - INFO - Epoch [136][1580/3757] lr: 4.571e-02, eta: 4 days, 9:42:37, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6367, loss_cls: 2.7460, loss: 2.7460, grad_norm: 2.9285 2020-08-03 19:39:15,769 - mmaction - INFO - Epoch [136][1600/3757] lr: 4.571e-02, eta: 4 days, 9:42:02, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6500, loss_cls: 2.7244, loss: 2.7244, grad_norm: 2.9915 2020-08-03 19:39:31,547 - mmaction - INFO - Epoch [136][1620/3757] lr: 4.571e-02, eta: 4 days, 9:41:28, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6516, loss_cls: 2.7037, loss: 2.7037, grad_norm: 2.9668 2020-08-03 19:39:47,336 - mmaction - INFO - Epoch [136][1640/3757] lr: 4.571e-02, eta: 4 days, 9:40:55, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6555, loss_cls: 2.6662, loss: 2.6662, grad_norm: 2.9774 2020-08-03 19:40:03,206 - mmaction - INFO - Epoch [136][1660/3757] lr: 4.571e-02, eta: 4 days, 9:40:23, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6547, loss_cls: 2.6526, loss: 2.6526, grad_norm: 3.0349 2020-08-03 19:40:18,858 - mmaction - INFO - Epoch [136][1680/3757] lr: 4.571e-02, eta: 4 days, 9:39:48, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6219, loss_cls: 2.8224, loss: 2.8224, grad_norm: 3.0734 2020-08-03 19:40:34,665 - mmaction - INFO - Epoch [136][1700/3757] lr: 4.571e-02, eta: 4 days, 9:39:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6414, loss_cls: 2.6898, loss: 2.6898, grad_norm: 2.9732 2020-08-03 19:40:50,353 - mmaction - INFO - Epoch [136][1720/3757] lr: 4.571e-02, eta: 4 days, 9:38:40, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6719, loss_cls: 2.6304, loss: 2.6304, grad_norm: 2.9885 2020-08-03 19:41:06,133 - mmaction - INFO - Epoch [136][1740/3757] lr: 4.571e-02, eta: 4 days, 9:38:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6359, loss_cls: 2.6793, loss: 2.6793, grad_norm: 2.9997 2020-08-03 19:41:22,021 - mmaction - INFO - Epoch [136][1760/3757] lr: 4.571e-02, eta: 4 days, 9:37:36, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6641, loss_cls: 2.7345, loss: 2.7345, grad_norm: 2.9639 2020-08-03 19:41:37,752 - mmaction - INFO - Epoch [136][1780/3757] lr: 4.571e-02, eta: 4 days, 9:37:02, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6484, loss_cls: 2.6974, loss: 2.6974, grad_norm: 3.0091 2020-08-03 19:41:53,562 - mmaction - INFO - Epoch [136][1800/3757] lr: 4.571e-02, eta: 4 days, 9:36:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6672, loss_cls: 2.6343, loss: 2.6343, grad_norm: 2.9457 2020-08-03 19:42:09,321 - mmaction - INFO - Epoch [136][1820/3757] lr: 4.571e-02, eta: 4 days, 9:35:56, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6492, loss_cls: 2.7086, loss: 2.7086, grad_norm: 3.0417 2020-08-03 19:42:25,076 - mmaction - INFO - Epoch [136][1840/3757] lr: 4.571e-02, eta: 4 days, 9:35:22, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6516, loss_cls: 2.6702, loss: 2.6702, grad_norm: 2.9628 2020-08-03 19:42:40,940 - mmaction - INFO - Epoch [136][1860/3757] lr: 4.571e-02, eta: 4 days, 9:34:50, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6328, loss_cls: 2.7324, loss: 2.7324, grad_norm: 2.9435 2020-08-03 19:42:56,706 - mmaction - INFO - Epoch [136][1880/3757] lr: 4.571e-02, eta: 4 days, 9:34:17, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6508, loss_cls: 2.6889, loss: 2.6889, grad_norm: 2.8991 2020-08-03 19:43:12,495 - mmaction - INFO - Epoch [136][1900/3757] lr: 4.571e-02, eta: 4 days, 9:33:44, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6516, loss_cls: 2.7085, loss: 2.7085, grad_norm: 2.9728 2020-08-03 19:43:28,205 - mmaction - INFO - Epoch [136][1920/3757] lr: 4.571e-02, eta: 4 days, 9:33:10, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6445, loss_cls: 2.7188, loss: 2.7188, grad_norm: 3.0235 2020-08-03 19:43:43,933 - mmaction - INFO - Epoch [136][1940/3757] lr: 4.571e-02, eta: 4 days, 9:32:36, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6133, loss_cls: 2.8363, loss: 2.8363, grad_norm: 2.9002 2020-08-03 19:43:59,618 - mmaction - INFO - Epoch [136][1960/3757] lr: 4.571e-02, eta: 4 days, 9:32:02, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6641, loss_cls: 2.7103, loss: 2.7103, grad_norm: 2.9012 2020-08-03 19:44:15,461 - mmaction - INFO - Epoch [136][1980/3757] lr: 4.571e-02, eta: 4 days, 9:31:30, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6469, loss_cls: 2.7449, loss: 2.7449, grad_norm: 2.8856 2020-08-03 19:44:31,237 - mmaction - INFO - Epoch [136][2000/3757] lr: 4.571e-02, eta: 4 days, 9:30:57, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6570, loss_cls: 2.6860, loss: 2.6860, grad_norm: 3.0162 2020-08-03 19:44:46,989 - mmaction - INFO - Epoch [136][2020/3757] lr: 4.571e-02, eta: 4 days, 9:30:24, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6508, loss_cls: 2.6980, loss: 2.6980, grad_norm: 2.8932 2020-08-03 19:45:02,786 - mmaction - INFO - Epoch [136][2040/3757] lr: 4.571e-02, eta: 4 days, 9:29:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6594, loss_cls: 2.6818, loss: 2.6818, grad_norm: 3.0061 2020-08-03 19:45:18,499 - mmaction - INFO - Epoch [136][2060/3757] lr: 4.571e-02, eta: 4 days, 9:29:18, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6312, loss_cls: 2.7128, loss: 2.7128, grad_norm: 2.9773 2020-08-03 19:45:34,377 - mmaction - INFO - Epoch [136][2080/3757] lr: 4.571e-02, eta: 4 days, 9:28:46, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6586, loss_cls: 2.6649, loss: 2.6649, grad_norm: 2.9740 2020-08-03 19:45:50,053 - mmaction - INFO - Epoch [136][2100/3757] lr: 4.571e-02, eta: 4 days, 9:28:12, time: 0.784, data_time: 0.002, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6477, loss_cls: 2.7430, loss: 2.7430, grad_norm: 3.0680 2020-08-03 19:46:05,835 - mmaction - INFO - Epoch [136][2120/3757] lr: 4.571e-02, eta: 4 days, 9:27:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6656, loss_cls: 2.6545, loss: 2.6545, grad_norm: 2.9056 2020-08-03 19:46:21,522 - mmaction - INFO - Epoch [136][2140/3757] lr: 4.571e-02, eta: 4 days, 9:27:05, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6305, loss_cls: 2.7911, loss: 2.7911, grad_norm: 2.9879 2020-08-03 19:46:37,406 - mmaction - INFO - Epoch [136][2160/3757] lr: 4.571e-02, eta: 4 days, 9:26:34, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6516, loss_cls: 2.6033, loss: 2.6033, grad_norm: 2.9174 2020-08-03 19:46:53,137 - mmaction - INFO - Epoch [136][2180/3757] lr: 4.571e-02, eta: 4 days, 9:26:00, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6219, loss_cls: 2.7871, loss: 2.7871, grad_norm: 3.0450 2020-08-03 19:47:09,019 - mmaction - INFO - Epoch [136][2200/3757] lr: 4.571e-02, eta: 4 days, 9:25:29, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6602, loss_cls: 2.6398, loss: 2.6398, grad_norm: 2.9892 2020-08-03 19:47:24,808 - mmaction - INFO - Epoch [136][2220/3757] lr: 4.571e-02, eta: 4 days, 9:24:57, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6727, loss_cls: 2.6386, loss: 2.6386, grad_norm: 2.9585 2020-08-03 19:47:40,532 - mmaction - INFO - Epoch [136][2240/3757] lr: 4.571e-02, eta: 4 days, 9:24:23, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6586, loss_cls: 2.6453, loss: 2.6453, grad_norm: 3.0547 2020-08-03 19:47:56,343 - mmaction - INFO - Epoch [136][2260/3757] lr: 4.571e-02, eta: 4 days, 9:23:51, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6234, loss_cls: 2.8678, loss: 2.8678, grad_norm: 3.0243 2020-08-03 19:48:12,172 - mmaction - INFO - Epoch [136][2280/3757] lr: 4.571e-02, eta: 4 days, 9:23:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6687, loss_cls: 2.6370, loss: 2.6370, grad_norm: 2.9280 2020-08-03 19:48:27,951 - mmaction - INFO - Epoch [136][2300/3757] lr: 4.571e-02, eta: 4 days, 9:22:47, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6547, loss_cls: 2.7065, loss: 2.7065, grad_norm: 2.9648 2020-08-03 19:48:43,714 - mmaction - INFO - Epoch [136][2320/3757] lr: 4.571e-02, eta: 4 days, 9:22:14, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6492, loss_cls: 2.6793, loss: 2.6793, grad_norm: 2.9509 2020-08-03 19:48:59,493 - mmaction - INFO - Epoch [136][2340/3757] lr: 4.571e-02, eta: 4 days, 9:21:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6578, loss_cls: 2.6360, loss: 2.6360, grad_norm: 2.9999 2020-08-03 19:49:15,293 - mmaction - INFO - Epoch [136][2360/3757] lr: 4.571e-02, eta: 4 days, 9:21:09, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6422, loss_cls: 2.8112, loss: 2.8112, grad_norm: 3.1449 2020-08-03 19:49:31,088 - mmaction - INFO - Epoch [136][2380/3757] lr: 4.571e-02, eta: 4 days, 9:20:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6352, loss_cls: 2.7393, loss: 2.7393, grad_norm: 3.0074 2020-08-03 19:49:46,948 - mmaction - INFO - Epoch [136][2400/3757] lr: 4.571e-02, eta: 4 days, 9:20:06, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6359, loss_cls: 2.7151, loss: 2.7151, grad_norm: 3.0230 2020-08-03 19:50:02,798 - mmaction - INFO - Epoch [136][2420/3757] lr: 4.571e-02, eta: 4 days, 9:19:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6508, loss_cls: 2.7005, loss: 2.7005, grad_norm: 2.8989 2020-08-03 19:50:18,466 - mmaction - INFO - Epoch [136][2440/3757] lr: 4.571e-02, eta: 4 days, 9:19:01, time: 0.784, data_time: 0.002, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6570, loss_cls: 2.7257, loss: 2.7257, grad_norm: 3.0027 2020-08-03 19:50:34,236 - mmaction - INFO - Epoch [136][2460/3757] lr: 4.571e-02, eta: 4 days, 9:18:28, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6133, loss_cls: 2.9183, loss: 2.9183, grad_norm: 3.0679 2020-08-03 19:50:50,065 - mmaction - INFO - Epoch [136][2480/3757] lr: 4.571e-02, eta: 4 days, 9:17:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6469, loss_cls: 2.7711, loss: 2.7711, grad_norm: 2.9245 2020-08-03 19:51:05,831 - mmaction - INFO - Epoch [136][2500/3757] lr: 4.571e-02, eta: 4 days, 9:17:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6234, loss_cls: 2.8254, loss: 2.8254, grad_norm: 2.9609 2020-08-03 19:51:21,657 - mmaction - INFO - Epoch [136][2520/3757] lr: 4.571e-02, eta: 4 days, 9:16:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6211, loss_cls: 2.7617, loss: 2.7617, grad_norm: 2.9287 2020-08-03 19:51:37,412 - mmaction - INFO - Epoch [136][2540/3757] lr: 4.571e-02, eta: 4 days, 9:16:20, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6578, loss_cls: 2.7273, loss: 2.7273, grad_norm: 2.9675 2020-08-03 19:51:53,294 - mmaction - INFO - Epoch [136][2560/3757] lr: 4.571e-02, eta: 4 days, 9:15:49, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6609, loss_cls: 2.6262, loss: 2.6262, grad_norm: 2.9684 2020-08-03 19:52:09,066 - mmaction - INFO - Epoch [136][2580/3757] lr: 4.571e-02, eta: 4 days, 9:15:17, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6266, loss_cls: 2.8065, loss: 2.8065, grad_norm: 2.9501 2020-08-03 19:52:24,864 - mmaction - INFO - Epoch [136][2600/3757] lr: 4.571e-02, eta: 4 days, 9:14:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6570, loss_cls: 2.6946, loss: 2.6946, grad_norm: 2.9613 2020-08-03 19:52:40,716 - mmaction - INFO - Epoch [136][2620/3757] lr: 4.571e-02, eta: 4 days, 9:14:14, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6289, loss_cls: 2.8132, loss: 2.8132, grad_norm: 3.0396 2020-08-03 19:52:56,501 - mmaction - INFO - Epoch [136][2640/3757] lr: 4.571e-02, eta: 4 days, 9:13:42, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6430, loss_cls: 2.7026, loss: 2.7026, grad_norm: 2.9301 2020-08-03 19:53:12,162 - mmaction - INFO - Epoch [136][2660/3757] lr: 4.571e-02, eta: 4 days, 9:13:08, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6500, loss_cls: 2.7258, loss: 2.7258, grad_norm: 2.9750 2020-08-03 19:53:27,929 - mmaction - INFO - Epoch [136][2680/3757] lr: 4.571e-02, eta: 4 days, 9:12:36, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6336, loss_cls: 2.7680, loss: 2.7680, grad_norm: 3.0612 2020-08-03 19:53:43,667 - mmaction - INFO - Epoch [136][2700/3757] lr: 4.571e-02, eta: 4 days, 9:12:03, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6781, loss_cls: 2.5738, loss: 2.5738, grad_norm: 2.9555 2020-08-03 19:53:59,538 - mmaction - INFO - Epoch [136][2720/3757] lr: 4.571e-02, eta: 4 days, 9:11:33, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6438, loss_cls: 2.7138, loss: 2.7138, grad_norm: 3.0175 2020-08-03 19:54:15,198 - mmaction - INFO - Epoch [136][2740/3757] lr: 4.571e-02, eta: 4 days, 9:10:59, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6477, loss_cls: 2.6854, loss: 2.6854, grad_norm: 2.9946 2020-08-03 19:54:31,011 - mmaction - INFO - Epoch [136][2760/3757] lr: 4.571e-02, eta: 4 days, 9:10:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6500, loss_cls: 2.7221, loss: 2.7221, grad_norm: 3.0116 2020-08-03 19:54:46,701 - mmaction - INFO - Epoch [136][2780/3757] lr: 4.571e-02, eta: 4 days, 9:09:54, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6398, loss_cls: 2.7713, loss: 2.7713, grad_norm: 3.0460 2020-08-03 19:55:02,587 - mmaction - INFO - Epoch [136][2800/3757] lr: 4.571e-02, eta: 4 days, 9:09:23, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6578, loss_cls: 2.6855, loss: 2.6855, grad_norm: 2.9285 2020-08-03 19:55:18,316 - mmaction - INFO - Epoch [136][2820/3757] lr: 4.571e-02, eta: 4 days, 9:08:51, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6602, loss_cls: 2.6569, loss: 2.6569, grad_norm: 2.9250 2020-08-03 19:55:34,074 - mmaction - INFO - Epoch [136][2840/3757] lr: 4.571e-02, eta: 4 days, 9:08:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6539, loss_cls: 2.6970, loss: 2.6970, grad_norm: 3.0148 2020-08-03 19:55:49,866 - mmaction - INFO - Epoch [136][2860/3757] lr: 4.571e-02, eta: 4 days, 9:07:47, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6414, loss_cls: 2.7439, loss: 2.7439, grad_norm: 2.9203 2020-08-03 19:56:05,885 - mmaction - INFO - Epoch [136][2880/3757] lr: 4.571e-02, eta: 4 days, 9:07:19, time: 0.801, data_time: 0.016, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6305, loss_cls: 2.8436, loss: 2.8436, grad_norm: 2.9254 2020-08-03 19:56:21,702 - mmaction - INFO - Epoch [136][2900/3757] lr: 4.571e-02, eta: 4 days, 9:06:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6508, loss_cls: 2.7616, loss: 2.7616, grad_norm: 2.9621 2020-08-03 19:56:37,509 - mmaction - INFO - Epoch [136][2920/3757] lr: 4.571e-02, eta: 4 days, 9:06:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6438, loss_cls: 2.7459, loss: 2.7459, grad_norm: 3.0076 2020-08-03 19:56:53,367 - mmaction - INFO - Epoch [136][2940/3757] lr: 4.571e-02, eta: 4 days, 9:05:45, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6500, loss_cls: 2.7128, loss: 2.7128, grad_norm: 3.0628 2020-08-03 19:57:09,105 - mmaction - INFO - Epoch [136][2960/3757] lr: 4.571e-02, eta: 4 days, 9:05:13, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6477, loss_cls: 2.6844, loss: 2.6844, grad_norm: 2.9855 2020-08-03 19:57:24,881 - mmaction - INFO - Epoch [136][2980/3757] lr: 4.571e-02, eta: 4 days, 9:04:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6711, loss_cls: 2.5878, loss: 2.5878, grad_norm: 2.8507 2020-08-03 19:57:40,787 - mmaction - INFO - Epoch [136][3000/3757] lr: 4.571e-02, eta: 4 days, 9:04:11, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6508, loss_cls: 2.6391, loss: 2.6391, grad_norm: 2.9075 2020-08-03 19:57:56,495 - mmaction - INFO - Epoch [136][3020/3757] lr: 4.571e-02, eta: 4 days, 9:03:38, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6508, loss_cls: 2.7200, loss: 2.7200, grad_norm: 2.9961 2020-08-03 19:58:12,205 - mmaction - INFO - Epoch [136][3040/3757] lr: 4.571e-02, eta: 4 days, 9:03:05, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6469, loss_cls: 2.7459, loss: 2.7459, grad_norm: 2.9853 2020-08-03 19:58:27,950 - mmaction - INFO - Epoch [136][3060/3757] lr: 4.571e-02, eta: 4 days, 9:02:33, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6562, loss_cls: 2.6885, loss: 2.6885, grad_norm: 2.9797 2020-08-03 19:58:43,716 - mmaction - INFO - Epoch [136][3080/3757] lr: 4.571e-02, eta: 4 days, 9:02:01, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6492, loss_cls: 2.7062, loss: 2.7062, grad_norm: 2.9986 2020-08-03 19:58:59,598 - mmaction - INFO - Epoch [136][3100/3757] lr: 4.571e-02, eta: 4 days, 9:01:31, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6766, loss_cls: 2.5838, loss: 2.5838, grad_norm: 2.8575 2020-08-03 19:59:15,957 - mmaction - INFO - Epoch [136][3120/3757] lr: 4.571e-02, eta: 4 days, 9:01:09, time: 0.819, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6305, loss_cls: 2.7256, loss: 2.7256, grad_norm: 3.0873 2020-08-03 19:59:31,737 - mmaction - INFO - Epoch [136][3140/3757] lr: 4.571e-02, eta: 4 days, 9:00:37, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6445, loss_cls: 2.7435, loss: 2.7435, grad_norm: 2.9214 2020-08-03 19:59:47,487 - mmaction - INFO - Epoch [136][3160/3757] lr: 4.571e-02, eta: 4 days, 9:00:05, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6422, loss_cls: 2.6828, loss: 2.6828, grad_norm: 2.9306 2020-08-03 20:00:05,883 - mmaction - INFO - Epoch [136][3180/3757] lr: 4.571e-02, eta: 4 days, 9:00:02, time: 0.883, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6570, loss_cls: 2.6957, loss: 2.6957, grad_norm: 2.9507 2020-08-03 20:00:22,663 - mmaction - INFO - Epoch [136][3200/3757] lr: 4.571e-02, eta: 4 days, 8:59:57, time: 0.875, data_time: 0.049, memory: 6192, top1_acc: 0.3641, top5_acc: 0.6320, loss_cls: 2.7940, loss: 2.7940, grad_norm: 2.9547 2020-08-03 20:00:38,424 - mmaction - INFO - Epoch [136][3220/3757] lr: 4.571e-02, eta: 4 days, 8:59:25, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6602, loss_cls: 2.6270, loss: 2.6270, grad_norm: 2.9197 2020-08-03 20:00:54,172 - mmaction - INFO - Epoch [136][3240/3757] lr: 4.571e-02, eta: 4 days, 8:58:54, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6539, loss_cls: 2.7334, loss: 2.7334, grad_norm: 2.9506 2020-08-03 20:01:09,999 - mmaction - INFO - Epoch [136][3260/3757] lr: 4.571e-02, eta: 4 days, 8:58:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6547, loss_cls: 2.7171, loss: 2.7171, grad_norm: 2.9383 2020-08-03 20:01:25,852 - mmaction - INFO - Epoch [136][3280/3757] lr: 4.571e-02, eta: 4 days, 8:57:52, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6367, loss_cls: 2.7406, loss: 2.7406, grad_norm: 2.8983 2020-08-03 20:01:41,586 - mmaction - INFO - Epoch [136][3300/3757] lr: 4.571e-02, eta: 4 days, 8:57:20, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6297, loss_cls: 2.7237, loss: 2.7237, grad_norm: 2.8804 2020-08-03 20:01:57,348 - mmaction - INFO - Epoch [136][3320/3757] lr: 4.571e-02, eta: 4 days, 8:56:48, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6336, loss_cls: 2.7317, loss: 2.7317, grad_norm: 2.9683 2020-08-03 20:02:13,185 - mmaction - INFO - Epoch [136][3340/3757] lr: 4.571e-02, eta: 4 days, 8:56:18, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6195, loss_cls: 2.8558, loss: 2.8558, grad_norm: 2.9396 2020-08-03 20:02:28,971 - mmaction - INFO - Epoch [136][3360/3757] lr: 4.571e-02, eta: 4 days, 8:55:47, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6578, loss_cls: 2.6691, loss: 2.6691, grad_norm: 2.8850 2020-08-03 20:02:44,850 - mmaction - INFO - Epoch [136][3380/3757] lr: 4.571e-02, eta: 4 days, 8:55:16, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6508, loss_cls: 2.6768, loss: 2.6768, grad_norm: 2.9478 2020-08-03 20:03:00,657 - mmaction - INFO - Epoch [136][3400/3757] lr: 4.571e-02, eta: 4 days, 8:54:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6430, loss_cls: 2.7614, loss: 2.7614, grad_norm: 3.0552 2020-08-03 20:03:16,449 - mmaction - INFO - Epoch [136][3420/3757] lr: 4.571e-02, eta: 4 days, 8:54:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6422, loss_cls: 2.7441, loss: 2.7441, grad_norm: 3.0071 2020-08-03 20:03:32,219 - mmaction - INFO - Epoch [136][3440/3757] lr: 4.571e-02, eta: 4 days, 8:53:43, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6289, loss_cls: 2.8275, loss: 2.8275, grad_norm: 2.9085 2020-08-03 20:03:47,930 - mmaction - INFO - Epoch [136][3460/3757] lr: 4.571e-02, eta: 4 days, 8:53:11, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6305, loss_cls: 2.7741, loss: 2.7741, grad_norm: 2.8904 2020-08-03 20:04:03,723 - mmaction - INFO - Epoch [136][3480/3757] lr: 4.571e-02, eta: 4 days, 8:52:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6414, loss_cls: 2.7547, loss: 2.7547, grad_norm: 2.8987 2020-08-03 20:04:19,598 - mmaction - INFO - Epoch [136][3500/3757] lr: 4.571e-02, eta: 4 days, 8:52:09, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6500, loss_cls: 2.6442, loss: 2.6442, grad_norm: 2.9325 2020-08-03 20:04:35,409 - mmaction - INFO - Epoch [136][3520/3757] lr: 4.571e-02, eta: 4 days, 8:51:39, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6391, loss_cls: 2.7285, loss: 2.7285, grad_norm: 2.9571 2020-08-03 20:04:51,174 - mmaction - INFO - Epoch [136][3540/3757] lr: 4.571e-02, eta: 4 days, 8:51:07, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6516, loss_cls: 2.6557, loss: 2.6557, grad_norm: 2.9749 2020-08-03 20:05:07,040 - mmaction - INFO - Epoch [136][3560/3757] lr: 4.571e-02, eta: 4 days, 8:50:38, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6523, loss_cls: 2.7346, loss: 2.7346, grad_norm: 2.9635 2020-08-03 20:05:22,750 - mmaction - INFO - Epoch [136][3580/3757] lr: 4.571e-02, eta: 4 days, 8:50:06, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6414, loss_cls: 2.7788, loss: 2.7788, grad_norm: 2.8774 2020-08-03 20:05:38,600 - mmaction - INFO - Epoch [136][3600/3757] lr: 4.571e-02, eta: 4 days, 8:49:35, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.7713, loss: 2.7713, grad_norm: 2.9558 2020-08-03 20:05:54,272 - mmaction - INFO - Epoch [136][3620/3757] lr: 4.571e-02, eta: 4 days, 8:49:02, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6453, loss_cls: 2.7481, loss: 2.7481, grad_norm: 2.9687 2020-08-03 20:06:10,104 - mmaction - INFO - Epoch [136][3640/3757] lr: 4.571e-02, eta: 4 days, 8:48:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6477, loss_cls: 2.7391, loss: 2.7391, grad_norm: 2.9605 2020-08-03 20:06:25,950 - mmaction - INFO - Epoch [136][3660/3757] lr: 4.571e-02, eta: 4 days, 8:48:02, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6586, loss_cls: 2.6604, loss: 2.6604, grad_norm: 2.9306 2020-08-03 20:06:41,850 - mmaction - INFO - Epoch [136][3680/3757] lr: 4.571e-02, eta: 4 days, 8:47:33, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6680, loss_cls: 2.6353, loss: 2.6353, grad_norm: 2.8394 2020-08-03 20:06:57,525 - mmaction - INFO - Epoch [136][3700/3757] lr: 4.571e-02, eta: 4 days, 8:47:00, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6680, loss_cls: 2.6512, loss: 2.6512, grad_norm: 2.9137 2020-08-03 20:07:13,315 - mmaction - INFO - Epoch [136][3720/3757] lr: 4.571e-02, eta: 4 days, 8:46:29, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6633, loss_cls: 2.6806, loss: 2.6806, grad_norm: 2.9054 2020-08-03 20:07:29,105 - mmaction - INFO - Epoch [136][3740/3757] lr: 4.571e-02, eta: 4 days, 8:45:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6484, loss_cls: 2.7270, loss: 2.7270, grad_norm: 2.9704 2020-08-03 20:07:47,198 - mmaction - INFO - Saving checkpoint at 136 epochs 2020-08-03 20:10:15,222 - mmaction - INFO - Epoch [137][20/3757] lr: 4.510e-02, eta: 4 days, 9:13:56, time: 7.245, data_time: 6.356, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6672, loss_cls: 2.6307, loss: 2.6307, grad_norm: 3.0161 2020-08-03 20:10:30,967 - mmaction - INFO - Epoch [137][40/3757] lr: 4.510e-02, eta: 4 days, 9:13:23, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6578, loss_cls: 2.5784, loss: 2.5784, grad_norm: 2.9342 2020-08-03 20:10:46,750 - mmaction - INFO - Epoch [137][60/3757] lr: 4.510e-02, eta: 4 days, 9:12:51, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6711, loss_cls: 2.6111, loss: 2.6111, grad_norm: 3.0250 2020-08-03 20:11:02,600 - mmaction - INFO - Epoch [137][80/3757] lr: 4.510e-02, eta: 4 days, 9:12:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6570, loss_cls: 2.6437, loss: 2.6437, grad_norm: 3.0210 2020-08-03 20:11:18,439 - mmaction - INFO - Epoch [137][100/3757] lr: 4.510e-02, eta: 4 days, 9:11:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6617, loss_cls: 2.6331, loss: 2.6331, grad_norm: 2.9771 2020-08-03 20:11:34,236 - mmaction - INFO - Epoch [137][120/3757] lr: 4.510e-02, eta: 4 days, 9:11:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6453, loss_cls: 2.6918, loss: 2.6918, grad_norm: 3.0232 2020-08-03 20:11:50,048 - mmaction - INFO - Epoch [137][140/3757] lr: 4.510e-02, eta: 4 days, 9:10:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6687, loss_cls: 2.6258, loss: 2.6258, grad_norm: 2.9762 2020-08-03 20:12:05,847 - mmaction - INFO - Epoch [137][160/3757] lr: 4.510e-02, eta: 4 days, 9:10:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6547, loss_cls: 2.6675, loss: 2.6675, grad_norm: 3.0923 2020-08-03 20:12:21,647 - mmaction - INFO - Epoch [137][180/3757] lr: 4.510e-02, eta: 4 days, 9:09:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6750, loss_cls: 2.6075, loss: 2.6075, grad_norm: 3.0492 2020-08-03 20:12:37,489 - mmaction - INFO - Epoch [137][200/3757] lr: 4.510e-02, eta: 4 days, 9:09:11, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6586, loss_cls: 2.6582, loss: 2.6582, grad_norm: 3.0151 2020-08-03 20:12:53,409 - mmaction - INFO - Epoch [137][220/3757] lr: 4.510e-02, eta: 4 days, 9:08:40, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3664, top5_acc: 0.6398, loss_cls: 2.7585, loss: 2.7585, grad_norm: 3.0613 2020-08-03 20:13:09,163 - mmaction - INFO - Epoch [137][240/3757] lr: 4.510e-02, eta: 4 days, 9:08:08, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6500, loss_cls: 2.7619, loss: 2.7619, grad_norm: 2.9256 2020-08-03 20:13:24,995 - mmaction - INFO - Epoch [137][260/3757] lr: 4.510e-02, eta: 4 days, 9:07:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6594, loss_cls: 2.6255, loss: 2.6255, grad_norm: 2.9235 2020-08-03 20:13:40,737 - mmaction - INFO - Epoch [137][280/3757] lr: 4.510e-02, eta: 4 days, 9:07:05, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6180, loss_cls: 2.8424, loss: 2.8424, grad_norm: 3.0496 2020-08-03 20:13:56,594 - mmaction - INFO - Epoch [137][300/3757] lr: 4.510e-02, eta: 4 days, 9:06:34, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6367, loss_cls: 2.7014, loss: 2.7014, grad_norm: 2.9719 2020-08-03 20:14:12,419 - mmaction - INFO - Epoch [137][320/3757] lr: 4.510e-02, eta: 4 days, 9:06:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6398, loss_cls: 2.7744, loss: 2.7744, grad_norm: 2.9170 2020-08-03 20:14:28,214 - mmaction - INFO - Epoch [137][340/3757] lr: 4.510e-02, eta: 4 days, 9:05:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6344, loss_cls: 2.7273, loss: 2.7273, grad_norm: 2.9778 2020-08-03 20:14:44,025 - mmaction - INFO - Epoch [137][360/3757] lr: 4.510e-02, eta: 4 days, 9:05:00, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6523, loss_cls: 2.6656, loss: 2.6656, grad_norm: 2.9650 2020-08-03 20:14:59,744 - mmaction - INFO - Epoch [137][380/3757] lr: 4.510e-02, eta: 4 days, 9:04:27, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6500, loss_cls: 2.7334, loss: 2.7334, grad_norm: 3.0111 2020-08-03 20:15:15,640 - mmaction - INFO - Epoch [137][400/3757] lr: 4.510e-02, eta: 4 days, 9:03:56, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6359, loss_cls: 2.7474, loss: 2.7474, grad_norm: 3.0110 2020-08-03 20:15:31,402 - mmaction - INFO - Epoch [137][420/3757] lr: 4.510e-02, eta: 4 days, 9:03:25, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6445, loss_cls: 2.6907, loss: 2.6907, grad_norm: 2.9236 2020-08-03 20:15:47,242 - mmaction - INFO - Epoch [137][440/3757] lr: 4.510e-02, eta: 4 days, 9:02:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6430, loss_cls: 2.7154, loss: 2.7154, grad_norm: 2.8949 2020-08-03 20:16:03,162 - mmaction - INFO - Epoch [137][460/3757] lr: 4.510e-02, eta: 4 days, 9:02:24, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6359, loss_cls: 2.7290, loss: 2.7290, grad_norm: 2.9581 2020-08-03 20:16:18,859 - mmaction - INFO - Epoch [137][480/3757] lr: 4.510e-02, eta: 4 days, 9:01:51, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6414, loss_cls: 2.7203, loss: 2.7203, grad_norm: 2.9405 2020-08-03 20:16:34,587 - mmaction - INFO - Epoch [137][500/3757] lr: 4.510e-02, eta: 4 days, 9:01:19, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6531, loss_cls: 2.6810, loss: 2.6810, grad_norm: 2.9035 2020-08-03 20:16:50,337 - mmaction - INFO - Epoch [137][520/3757] lr: 4.510e-02, eta: 4 days, 9:00:47, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6531, loss_cls: 2.6563, loss: 2.6563, grad_norm: 2.9671 2020-08-03 20:17:06,170 - mmaction - INFO - Epoch [137][540/3757] lr: 4.510e-02, eta: 4 days, 9:00:16, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6508, loss_cls: 2.7215, loss: 2.7215, grad_norm: 2.9788 2020-08-03 20:17:21,991 - mmaction - INFO - Epoch [137][560/3757] lr: 4.510e-02, eta: 4 days, 8:59:45, time: 0.791, data_time: 0.007, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6445, loss_cls: 2.7075, loss: 2.7075, grad_norm: 2.9000 2020-08-03 20:17:37,758 - mmaction - INFO - Epoch [137][580/3757] lr: 4.510e-02, eta: 4 days, 8:59:13, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6617, loss_cls: 2.6389, loss: 2.6389, grad_norm: 3.0113 2020-08-03 20:17:53,553 - mmaction - INFO - Epoch [137][600/3757] lr: 4.510e-02, eta: 4 days, 8:58:42, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6500, loss_cls: 2.7002, loss: 2.7002, grad_norm: 3.0414 2020-08-03 20:18:09,390 - mmaction - INFO - Epoch [137][620/3757] lr: 4.510e-02, eta: 4 days, 8:58:11, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6578, loss_cls: 2.6233, loss: 2.6233, grad_norm: 3.0101 2020-08-03 20:18:25,245 - mmaction - INFO - Epoch [137][640/3757] lr: 4.510e-02, eta: 4 days, 8:57:40, time: 0.793, data_time: 0.007, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6523, loss_cls: 2.7426, loss: 2.7426, grad_norm: 3.0198 2020-08-03 20:18:41,096 - mmaction - INFO - Epoch [137][660/3757] lr: 4.510e-02, eta: 4 days, 8:57:10, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6547, loss_cls: 2.6171, loss: 2.6171, grad_norm: 2.9454 2020-08-03 20:18:56,866 - mmaction - INFO - Epoch [137][680/3757] lr: 4.510e-02, eta: 4 days, 8:56:38, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6555, loss_cls: 2.6677, loss: 2.6677, grad_norm: 3.0221 2020-08-03 20:19:12,722 - mmaction - INFO - Epoch [137][700/3757] lr: 4.510e-02, eta: 4 days, 8:56:08, time: 0.792, data_time: 0.008, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6680, loss_cls: 2.6813, loss: 2.6813, grad_norm: 3.0386 2020-08-03 20:19:28,554 - mmaction - INFO - Epoch [137][720/3757] lr: 4.510e-02, eta: 4 days, 8:55:37, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6570, loss_cls: 2.6618, loss: 2.6618, grad_norm: 2.9949 2020-08-03 20:19:44,365 - mmaction - INFO - Epoch [137][740/3757] lr: 4.510e-02, eta: 4 days, 8:55:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6508, loss_cls: 2.6304, loss: 2.6304, grad_norm: 2.9067 2020-08-03 20:20:00,123 - mmaction - INFO - Epoch [137][760/3757] lr: 4.510e-02, eta: 4 days, 8:54:34, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6578, loss_cls: 2.6642, loss: 2.6642, grad_norm: 3.0147 2020-08-03 20:20:15,956 - mmaction - INFO - Epoch [137][780/3757] lr: 4.510e-02, eta: 4 days, 8:54:04, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6586, loss_cls: 2.6519, loss: 2.6519, grad_norm: 2.9343 2020-08-03 20:20:31,758 - mmaction - INFO - Epoch [137][800/3757] lr: 4.510e-02, eta: 4 days, 8:53:33, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.3547, top5_acc: 0.5945, loss_cls: 2.8640, loss: 2.8640, grad_norm: 2.9951 2020-08-03 20:20:47,487 - mmaction - INFO - Epoch [137][820/3757] lr: 4.510e-02, eta: 4 days, 8:53:01, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6328, loss_cls: 2.7750, loss: 2.7750, grad_norm: 2.9750 2020-08-03 20:21:03,257 - mmaction - INFO - Epoch [137][840/3757] lr: 4.510e-02, eta: 4 days, 8:52:29, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6438, loss_cls: 2.7288, loss: 2.7288, grad_norm: 3.0167 2020-08-03 20:21:19,053 - mmaction - INFO - Epoch [137][860/3757] lr: 4.510e-02, eta: 4 days, 8:51:58, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6562, loss_cls: 2.6805, loss: 2.6805, grad_norm: 2.9500 2020-08-03 20:21:34,874 - mmaction - INFO - Epoch [137][880/3757] lr: 4.510e-02, eta: 4 days, 8:51:27, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6312, loss_cls: 2.7545, loss: 2.7545, grad_norm: 2.9871 2020-08-03 20:21:50,669 - mmaction - INFO - Epoch [137][900/3757] lr: 4.510e-02, eta: 4 days, 8:50:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6484, loss_cls: 2.6996, loss: 2.6996, grad_norm: 2.9945 2020-08-03 20:22:06,374 - mmaction - INFO - Epoch [137][920/3757] lr: 4.510e-02, eta: 4 days, 8:50:24, time: 0.785, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6219, loss_cls: 2.7903, loss: 2.7903, grad_norm: 2.9750 2020-08-03 20:22:22,280 - mmaction - INFO - Epoch [137][940/3757] lr: 4.510e-02, eta: 4 days, 8:49:54, time: 0.795, data_time: 0.008, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6570, loss_cls: 2.6395, loss: 2.6395, grad_norm: 2.9281 2020-08-03 20:22:37,982 - mmaction - INFO - Epoch [137][960/3757] lr: 4.510e-02, eta: 4 days, 8:49:22, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6539, loss_cls: 2.6623, loss: 2.6623, grad_norm: 2.9597 2020-08-03 20:22:53,813 - mmaction - INFO - Epoch [137][980/3757] lr: 4.510e-02, eta: 4 days, 8:48:51, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6391, loss_cls: 2.7470, loss: 2.7470, grad_norm: 2.9806 2020-08-03 20:23:09,615 - mmaction - INFO - Epoch [137][1000/3757] lr: 4.510e-02, eta: 4 days, 8:48:21, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6687, loss_cls: 2.5992, loss: 2.5992, grad_norm: 2.9366 2020-08-03 20:23:25,509 - mmaction - INFO - Epoch [137][1020/3757] lr: 4.510e-02, eta: 4 days, 8:47:51, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6758, loss_cls: 2.5735, loss: 2.5735, grad_norm: 3.0241 2020-08-03 20:23:41,266 - mmaction - INFO - Epoch [137][1040/3757] lr: 4.510e-02, eta: 4 days, 8:47:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6609, loss_cls: 2.6746, loss: 2.6746, grad_norm: 3.1213 2020-08-03 20:23:57,019 - mmaction - INFO - Epoch [137][1060/3757] lr: 4.510e-02, eta: 4 days, 8:46:48, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6320, loss_cls: 2.7140, loss: 2.7140, grad_norm: 3.0425 2020-08-03 20:24:12,963 - mmaction - INFO - Epoch [137][1080/3757] lr: 4.510e-02, eta: 4 days, 8:46:19, time: 0.797, data_time: 0.009, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6570, loss_cls: 2.6440, loss: 2.6440, grad_norm: 2.9366 2020-08-03 20:24:28,806 - mmaction - INFO - Epoch [137][1100/3757] lr: 4.510e-02, eta: 4 days, 8:45:49, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6445, loss_cls: 2.7214, loss: 2.7214, grad_norm: 2.9534 2020-08-03 20:24:44,554 - mmaction - INFO - Epoch [137][1120/3757] lr: 4.510e-02, eta: 4 days, 8:45:17, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6641, loss_cls: 2.5855, loss: 2.5855, grad_norm: 3.0026 2020-08-03 20:25:00,368 - mmaction - INFO - Epoch [137][1140/3757] lr: 4.510e-02, eta: 4 days, 8:44:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6797, loss_cls: 2.5264, loss: 2.5264, grad_norm: 2.8265 2020-08-03 20:25:16,246 - mmaction - INFO - Epoch [137][1160/3757] lr: 4.510e-02, eta: 4 days, 8:44:17, time: 0.795, data_time: 0.009, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6508, loss_cls: 2.7009, loss: 2.7009, grad_norm: 3.0376 2020-08-03 20:25:32,020 - mmaction - INFO - Epoch [137][1180/3757] lr: 4.510e-02, eta: 4 days, 8:43:46, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6305, loss_cls: 2.7612, loss: 2.7612, grad_norm: 2.9888 2020-08-03 20:25:47,837 - mmaction - INFO - Epoch [137][1200/3757] lr: 4.510e-02, eta: 4 days, 8:43:15, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6492, loss_cls: 2.7292, loss: 2.7292, grad_norm: 2.9979 2020-08-03 20:26:03,633 - mmaction - INFO - Epoch [137][1220/3757] lr: 4.510e-02, eta: 4 days, 8:42:45, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6469, loss_cls: 2.6983, loss: 2.6983, grad_norm: 2.8801 2020-08-03 20:26:19,490 - mmaction - INFO - Epoch [137][1240/3757] lr: 4.510e-02, eta: 4 days, 8:42:15, time: 0.793, data_time: 0.009, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6367, loss_cls: 2.7695, loss: 2.7695, grad_norm: 3.0023 2020-08-03 20:26:35,307 - mmaction - INFO - Epoch [137][1260/3757] lr: 4.510e-02, eta: 4 days, 8:41:45, time: 0.791, data_time: 0.007, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6586, loss_cls: 2.6582, loss: 2.6582, grad_norm: 2.9383 2020-08-03 20:26:51,119 - mmaction - INFO - Epoch [137][1280/3757] lr: 4.510e-02, eta: 4 days, 8:41:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6703, loss_cls: 2.6138, loss: 2.6138, grad_norm: 3.0399 2020-08-03 20:27:06,992 - mmaction - INFO - Epoch [137][1300/3757] lr: 4.510e-02, eta: 4 days, 8:40:44, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6344, loss_cls: 2.7719, loss: 2.7719, grad_norm: 3.0854 2020-08-03 20:27:22,969 - mmaction - INFO - Epoch [137][1320/3757] lr: 4.510e-02, eta: 4 days, 8:40:16, time: 0.799, data_time: 0.011, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6344, loss_cls: 2.7613, loss: 2.7613, grad_norm: 3.0409 2020-08-03 20:27:38,761 - mmaction - INFO - Epoch [137][1340/3757] lr: 4.510e-02, eta: 4 days, 8:39:46, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6539, loss_cls: 2.6697, loss: 2.6697, grad_norm: 2.9597 2020-08-03 20:27:54,715 - mmaction - INFO - Epoch [137][1360/3757] lr: 4.510e-02, eta: 4 days, 8:39:17, time: 0.798, data_time: 0.008, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6570, loss_cls: 2.6689, loss: 2.6689, grad_norm: 3.0160 2020-08-03 20:28:10,514 - mmaction - INFO - Epoch [137][1380/3757] lr: 4.510e-02, eta: 4 days, 8:38:47, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6672, loss_cls: 2.6090, loss: 2.6090, grad_norm: 2.9464 2020-08-03 20:28:26,296 - mmaction - INFO - Epoch [137][1400/3757] lr: 4.510e-02, eta: 4 days, 8:38:16, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6477, loss_cls: 2.6760, loss: 2.6760, grad_norm: 2.9882 2020-08-03 20:28:42,135 - mmaction - INFO - Epoch [137][1420/3757] lr: 4.510e-02, eta: 4 days, 8:37:46, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6273, loss_cls: 2.7970, loss: 2.7970, grad_norm: 3.0087 2020-08-03 20:28:57,968 - mmaction - INFO - Epoch [137][1440/3757] lr: 4.510e-02, eta: 4 days, 8:37:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6453, loss_cls: 2.7170, loss: 2.7170, grad_norm: 2.9980 2020-08-03 20:29:13,794 - mmaction - INFO - Epoch [137][1460/3757] lr: 4.510e-02, eta: 4 days, 8:36:46, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6477, loss_cls: 2.6936, loss: 2.6936, grad_norm: 2.9764 2020-08-03 20:29:29,517 - mmaction - INFO - Epoch [137][1480/3757] lr: 4.510e-02, eta: 4 days, 8:36:15, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6633, loss_cls: 2.6874, loss: 2.6874, grad_norm: 3.0414 2020-08-03 20:29:45,291 - mmaction - INFO - Epoch [137][1500/3757] lr: 4.510e-02, eta: 4 days, 8:35:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6367, loss_cls: 2.7038, loss: 2.7038, grad_norm: 2.9589 2020-08-03 20:30:01,067 - mmaction - INFO - Epoch [137][1520/3757] lr: 4.510e-02, eta: 4 days, 8:35:13, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6828, loss_cls: 2.6488, loss: 2.6488, grad_norm: 3.0097 2020-08-03 20:30:16,934 - mmaction - INFO - Epoch [137][1540/3757] lr: 4.510e-02, eta: 4 days, 8:34:44, time: 0.793, data_time: 0.008, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6422, loss_cls: 2.7673, loss: 2.7673, grad_norm: 3.0369 2020-08-03 20:30:32,890 - mmaction - INFO - Epoch [137][1560/3757] lr: 4.510e-02, eta: 4 days, 8:34:15, time: 0.797, data_time: 0.013, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6656, loss_cls: 2.6192, loss: 2.6192, grad_norm: 2.9483 2020-08-03 20:30:48,703 - mmaction - INFO - Epoch [137][1580/3757] lr: 4.510e-02, eta: 4 days, 8:33:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6539, loss_cls: 2.7498, loss: 2.7498, grad_norm: 3.0479 2020-08-03 20:31:04,515 - mmaction - INFO - Epoch [137][1600/3757] lr: 4.510e-02, eta: 4 days, 8:33:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6461, loss_cls: 2.6890, loss: 2.6890, grad_norm: 2.9941 2020-08-03 20:31:20,395 - mmaction - INFO - Epoch [137][1620/3757] lr: 4.510e-02, eta: 4 days, 8:32:46, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6523, loss_cls: 2.6913, loss: 2.6913, grad_norm: 3.0237 2020-08-03 20:31:36,099 - mmaction - INFO - Epoch [137][1640/3757] lr: 4.510e-02, eta: 4 days, 8:32:14, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6664, loss_cls: 2.6254, loss: 2.6254, grad_norm: 3.0016 2020-08-03 20:31:51,839 - mmaction - INFO - Epoch [137][1660/3757] lr: 4.510e-02, eta: 4 days, 8:31:43, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6438, loss_cls: 2.7416, loss: 2.7416, grad_norm: 2.9469 2020-08-03 20:32:07,589 - mmaction - INFO - Epoch [137][1680/3757] lr: 4.510e-02, eta: 4 days, 8:31:12, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6539, loss_cls: 2.6181, loss: 2.6181, grad_norm: 2.9669 2020-08-03 20:32:23,347 - mmaction - INFO - Epoch [137][1700/3757] lr: 4.510e-02, eta: 4 days, 8:30:41, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6406, loss_cls: 2.7589, loss: 2.7589, grad_norm: 3.0816 2020-08-03 20:32:39,096 - mmaction - INFO - Epoch [137][1720/3757] lr: 4.510e-02, eta: 4 days, 8:30:10, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6539, loss_cls: 2.6572, loss: 2.6572, grad_norm: 2.9033 2020-08-03 20:32:54,932 - mmaction - INFO - Epoch [137][1740/3757] lr: 4.510e-02, eta: 4 days, 8:29:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6656, loss_cls: 2.6245, loss: 2.6245, grad_norm: 3.0329 2020-08-03 20:33:10,737 - mmaction - INFO - Epoch [137][1760/3757] lr: 4.510e-02, eta: 4 days, 8:29:10, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6609, loss_cls: 2.6727, loss: 2.6727, grad_norm: 3.0415 2020-08-03 20:33:26,512 - mmaction - INFO - Epoch [137][1780/3757] lr: 4.510e-02, eta: 4 days, 8:28:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6383, loss_cls: 2.7628, loss: 2.7628, grad_norm: 2.9633 2020-08-03 20:33:42,271 - mmaction - INFO - Epoch [137][1800/3757] lr: 4.510e-02, eta: 4 days, 8:28:09, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6414, loss_cls: 2.7617, loss: 2.7617, grad_norm: 2.9872 2020-08-03 20:33:58,023 - mmaction - INFO - Epoch [137][1820/3757] lr: 4.510e-02, eta: 4 days, 8:27:38, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6758, loss_cls: 2.5766, loss: 2.5766, grad_norm: 3.0617 2020-08-03 20:34:13,887 - mmaction - INFO - Epoch [137][1840/3757] lr: 4.510e-02, eta: 4 days, 8:27:09, time: 0.793, data_time: 0.010, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6406, loss_cls: 2.7352, loss: 2.7352, grad_norm: 3.0825 2020-08-03 20:34:29,760 - mmaction - INFO - Epoch [137][1860/3757] lr: 4.510e-02, eta: 4 days, 8:26:40, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6539, loss_cls: 2.6803, loss: 2.6803, grad_norm: 2.9220 2020-08-03 20:34:45,565 - mmaction - INFO - Epoch [137][1880/3757] lr: 4.510e-02, eta: 4 days, 8:26:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6492, loss_cls: 2.7653, loss: 2.7653, grad_norm: 3.0406 2020-08-03 20:35:01,603 - mmaction - INFO - Epoch [137][1900/3757] lr: 4.510e-02, eta: 4 days, 8:25:43, time: 0.802, data_time: 0.013, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6687, loss_cls: 2.5741, loss: 2.5741, grad_norm: 2.8392 2020-08-03 20:35:17,454 - mmaction - INFO - Epoch [137][1920/3757] lr: 4.510e-02, eta: 4 days, 8:25:14, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6687, loss_cls: 2.6366, loss: 2.6366, grad_norm: 2.8958 2020-08-03 20:35:33,203 - mmaction - INFO - Epoch [137][1940/3757] lr: 4.510e-02, eta: 4 days, 8:24:43, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6594, loss_cls: 2.6179, loss: 2.6179, grad_norm: 2.8742 2020-08-03 20:35:49,017 - mmaction - INFO - Epoch [137][1960/3757] lr: 4.510e-02, eta: 4 days, 8:24:13, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6484, loss_cls: 2.7014, loss: 2.7014, grad_norm: 3.0066 2020-08-03 20:36:04,822 - mmaction - INFO - Epoch [137][1980/3757] lr: 4.510e-02, eta: 4 days, 8:23:43, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6547, loss_cls: 2.6733, loss: 2.6733, grad_norm: 3.0107 2020-08-03 20:36:20,625 - mmaction - INFO - Epoch [137][2000/3757] lr: 4.510e-02, eta: 4 days, 8:23:13, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6477, loss_cls: 2.7370, loss: 2.7370, grad_norm: 3.0185 2020-08-03 20:36:36,527 - mmaction - INFO - Epoch [137][2020/3757] lr: 4.510e-02, eta: 4 days, 8:22:45, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6375, loss_cls: 2.6947, loss: 2.6947, grad_norm: 2.9301 2020-08-03 20:36:52,338 - mmaction - INFO - Epoch [137][2040/3757] lr: 4.510e-02, eta: 4 days, 8:22:15, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6359, loss_cls: 2.7311, loss: 2.7311, grad_norm: 2.9382 2020-08-03 20:37:08,096 - mmaction - INFO - Epoch [137][2060/3757] lr: 4.510e-02, eta: 4 days, 8:21:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6383, loss_cls: 2.8065, loss: 2.8065, grad_norm: 3.0010 2020-08-03 20:37:23,889 - mmaction - INFO - Epoch [137][2080/3757] lr: 4.510e-02, eta: 4 days, 8:21:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6562, loss_cls: 2.6760, loss: 2.6760, grad_norm: 2.8997 2020-08-03 20:37:39,703 - mmaction - INFO - Epoch [137][2100/3757] lr: 4.510e-02, eta: 4 days, 8:20:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6609, loss_cls: 2.6818, loss: 2.6818, grad_norm: 2.9542 2020-08-03 20:37:55,506 - mmaction - INFO - Epoch [137][2120/3757] lr: 4.510e-02, eta: 4 days, 8:20:15, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6547, loss_cls: 2.6636, loss: 2.6636, grad_norm: 2.9669 2020-08-03 20:38:11,345 - mmaction - INFO - Epoch [137][2140/3757] lr: 4.510e-02, eta: 4 days, 8:19:46, time: 0.792, data_time: 0.009, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6312, loss_cls: 2.7591, loss: 2.7591, grad_norm: 2.9949 2020-08-03 20:38:27,120 - mmaction - INFO - Epoch [137][2160/3757] lr: 4.510e-02, eta: 4 days, 8:19:15, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6203, loss_cls: 2.8104, loss: 2.8104, grad_norm: 2.9767 2020-08-03 20:38:43,077 - mmaction - INFO - Epoch [137][2180/3757] lr: 4.510e-02, eta: 4 days, 8:18:48, time: 0.797, data_time: 0.013, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6492, loss_cls: 2.6847, loss: 2.6847, grad_norm: 3.0344 2020-08-03 20:38:58,905 - mmaction - INFO - Epoch [137][2200/3757] lr: 4.510e-02, eta: 4 days, 8:18:18, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6469, loss_cls: 2.6080, loss: 2.6080, grad_norm: 2.9022 2020-08-03 20:39:14,633 - mmaction - INFO - Epoch [137][2220/3757] lr: 4.510e-02, eta: 4 days, 8:17:47, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6500, loss_cls: 2.6984, loss: 2.6984, grad_norm: 2.9884 2020-08-03 20:39:30,374 - mmaction - INFO - Epoch [137][2240/3757] lr: 4.510e-02, eta: 4 days, 8:17:17, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6602, loss_cls: 2.6437, loss: 2.6437, grad_norm: 2.8654 2020-08-03 20:39:46,147 - mmaction - INFO - Epoch [137][2260/3757] lr: 4.510e-02, eta: 4 days, 8:16:47, time: 0.789, data_time: 0.008, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6664, loss_cls: 2.6194, loss: 2.6194, grad_norm: 2.9117 2020-08-03 20:40:01,899 - mmaction - INFO - Epoch [137][2280/3757] lr: 4.510e-02, eta: 4 days, 8:16:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6516, loss_cls: 2.6925, loss: 2.6925, grad_norm: 2.9042 2020-08-03 20:40:17,824 - mmaction - INFO - Epoch [137][2300/3757] lr: 4.510e-02, eta: 4 days, 8:15:48, time: 0.795, data_time: 0.011, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6422, loss_cls: 2.7080, loss: 2.7080, grad_norm: 2.8977 2020-08-03 20:40:33,650 - mmaction - INFO - Epoch [137][2320/3757] lr: 4.510e-02, eta: 4 days, 8:15:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6539, loss_cls: 2.6852, loss: 2.6852, grad_norm: 3.0589 2020-08-03 20:40:49,429 - mmaction - INFO - Epoch [137][2340/3757] lr: 4.510e-02, eta: 4 days, 8:14:49, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6562, loss_cls: 2.6418, loss: 2.6418, grad_norm: 2.9557 2020-08-03 20:41:05,236 - mmaction - INFO - Epoch [137][2360/3757] lr: 4.510e-02, eta: 4 days, 8:14:19, time: 0.791, data_time: 0.009, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6570, loss_cls: 2.6427, loss: 2.6427, grad_norm: 3.0140 2020-08-03 20:41:21,091 - mmaction - INFO - Epoch [137][2380/3757] lr: 4.510e-02, eta: 4 days, 8:13:50, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6633, loss_cls: 2.6373, loss: 2.6373, grad_norm: 3.0139 2020-08-03 20:41:36,833 - mmaction - INFO - Epoch [137][2400/3757] lr: 4.510e-02, eta: 4 days, 8:13:20, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6461, loss_cls: 2.7427, loss: 2.7427, grad_norm: 3.0549 2020-08-03 20:41:52,810 - mmaction - INFO - Epoch [137][2420/3757] lr: 4.510e-02, eta: 4 days, 8:12:53, time: 0.800, data_time: 0.007, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6445, loss_cls: 2.7297, loss: 2.7297, grad_norm: 2.9892 2020-08-03 20:42:08,494 - mmaction - INFO - Epoch [137][2440/3757] lr: 4.510e-02, eta: 4 days, 8:12:22, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6211, loss_cls: 2.7759, loss: 2.7759, grad_norm: 3.0004 2020-08-03 20:42:24,516 - mmaction - INFO - Epoch [137][2460/3757] lr: 4.510e-02, eta: 4 days, 8:11:55, time: 0.801, data_time: 0.010, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6453, loss_cls: 2.6443, loss: 2.6443, grad_norm: 2.8621 2020-08-03 20:42:40,192 - mmaction - INFO - Epoch [137][2480/3757] lr: 4.510e-02, eta: 4 days, 8:11:24, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6320, loss_cls: 2.7258, loss: 2.7258, grad_norm: 2.9929 2020-08-03 20:42:56,034 - mmaction - INFO - Epoch [137][2500/3757] lr: 4.510e-02, eta: 4 days, 8:10:55, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6508, loss_cls: 2.7178, loss: 2.7178, grad_norm: 2.8677 2020-08-03 20:43:11,733 - mmaction - INFO - Epoch [137][2520/3757] lr: 4.510e-02, eta: 4 days, 8:10:24, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6539, loss_cls: 2.6862, loss: 2.6862, grad_norm: 3.0025 2020-08-03 20:43:27,578 - mmaction - INFO - Epoch [137][2540/3757] lr: 4.510e-02, eta: 4 days, 8:09:55, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6367, loss_cls: 2.7407, loss: 2.7407, grad_norm: 2.9369 2020-08-03 20:43:43,352 - mmaction - INFO - Epoch [137][2560/3757] lr: 4.510e-02, eta: 4 days, 8:09:25, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6492, loss_cls: 2.7082, loss: 2.7082, grad_norm: 2.9053 2020-08-03 20:43:59,175 - mmaction - INFO - Epoch [137][2580/3757] lr: 4.510e-02, eta: 4 days, 8:08:56, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6391, loss_cls: 2.7158, loss: 2.7158, grad_norm: 3.0159 2020-08-03 20:44:15,000 - mmaction - INFO - Epoch [137][2600/3757] lr: 4.510e-02, eta: 4 days, 8:08:27, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6469, loss_cls: 2.6777, loss: 2.6777, grad_norm: 2.9916 2020-08-03 20:44:30,835 - mmaction - INFO - Epoch [137][2620/3757] lr: 4.510e-02, eta: 4 days, 8:07:58, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6250, loss_cls: 2.7564, loss: 2.7564, grad_norm: 2.9847 2020-08-03 20:44:46,620 - mmaction - INFO - Epoch [137][2640/3757] lr: 4.510e-02, eta: 4 days, 8:07:28, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6664, loss_cls: 2.6635, loss: 2.6635, grad_norm: 2.9329 2020-08-03 20:45:02,527 - mmaction - INFO - Epoch [137][2660/3757] lr: 4.510e-02, eta: 4 days, 8:07:00, time: 0.796, data_time: 0.010, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6336, loss_cls: 2.7865, loss: 2.7865, grad_norm: 2.9446 2020-08-03 20:45:18,412 - mmaction - INFO - Epoch [137][2680/3757] lr: 4.510e-02, eta: 4 days, 8:06:32, time: 0.794, data_time: 0.009, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6570, loss_cls: 2.6849, loss: 2.6849, grad_norm: 2.8698 2020-08-03 20:45:34,293 - mmaction - INFO - Epoch [137][2700/3757] lr: 4.510e-02, eta: 4 days, 8:06:04, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6641, loss_cls: 2.6149, loss: 2.6149, grad_norm: 2.9902 2020-08-03 20:45:49,943 - mmaction - INFO - Epoch [137][2720/3757] lr: 4.510e-02, eta: 4 days, 8:05:32, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6484, loss_cls: 2.6785, loss: 2.6785, grad_norm: 3.1039 2020-08-03 20:46:05,759 - mmaction - INFO - Epoch [137][2740/3757] lr: 4.510e-02, eta: 4 days, 8:05:03, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6336, loss_cls: 2.7859, loss: 2.7859, grad_norm: 3.0289 2020-08-03 20:46:21,704 - mmaction - INFO - Epoch [137][2760/3757] lr: 4.510e-02, eta: 4 days, 8:04:36, time: 0.797, data_time: 0.012, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6500, loss_cls: 2.7185, loss: 2.7185, grad_norm: 3.0174 2020-08-03 20:46:37,465 - mmaction - INFO - Epoch [137][2780/3757] lr: 4.510e-02, eta: 4 days, 8:04:06, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6523, loss_cls: 2.7544, loss: 2.7544, grad_norm: 2.9435 2020-08-03 20:46:53,232 - mmaction - INFO - Epoch [137][2800/3757] lr: 4.510e-02, eta: 4 days, 8:03:36, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6578, loss_cls: 2.6453, loss: 2.6453, grad_norm: 2.9370 2020-08-03 20:47:09,045 - mmaction - INFO - Epoch [137][2820/3757] lr: 4.510e-02, eta: 4 days, 8:03:07, time: 0.791, data_time: 0.008, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6391, loss_cls: 2.7001, loss: 2.7001, grad_norm: 2.9281 2020-08-03 20:47:24,901 - mmaction - INFO - Epoch [137][2840/3757] lr: 4.510e-02, eta: 4 days, 8:02:38, time: 0.793, data_time: 0.008, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6453, loss_cls: 2.7644, loss: 2.7644, grad_norm: 3.0044 2020-08-03 20:47:40,706 - mmaction - INFO - Epoch [137][2860/3757] lr: 4.510e-02, eta: 4 days, 8:02:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6328, loss_cls: 2.7707, loss: 2.7707, grad_norm: 2.9956 2020-08-03 20:47:56,465 - mmaction - INFO - Epoch [137][2880/3757] lr: 4.510e-02, eta: 4 days, 8:01:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6523, loss_cls: 2.6614, loss: 2.6614, grad_norm: 3.0826 2020-08-03 20:48:12,282 - mmaction - INFO - Epoch [137][2900/3757] lr: 4.510e-02, eta: 4 days, 8:01:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6477, loss_cls: 2.7265, loss: 2.7265, grad_norm: 2.9705 2020-08-03 20:48:28,180 - mmaction - INFO - Epoch [137][2920/3757] lr: 4.510e-02, eta: 4 days, 8:00:43, time: 0.795, data_time: 0.009, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6531, loss_cls: 2.6850, loss: 2.6850, grad_norm: 2.9127 2020-08-03 20:48:44,011 - mmaction - INFO - Epoch [137][2940/3757] lr: 4.510e-02, eta: 4 days, 8:00:14, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6539, loss_cls: 2.6584, loss: 2.6584, grad_norm: 2.9977 2020-08-03 20:48:59,919 - mmaction - INFO - Epoch [137][2960/3757] lr: 4.510e-02, eta: 4 days, 7:59:46, time: 0.795, data_time: 0.009, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6398, loss_cls: 2.7298, loss: 2.7298, grad_norm: 2.9873 2020-08-03 20:49:15,686 - mmaction - INFO - Epoch [137][2980/3757] lr: 4.510e-02, eta: 4 days, 7:59:16, time: 0.788, data_time: 0.006, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 2.8232, loss: 2.8232, grad_norm: 3.0263 2020-08-03 20:49:31,474 - mmaction - INFO - Epoch [137][3000/3757] lr: 4.510e-02, eta: 4 days, 7:58:47, time: 0.790, data_time: 0.007, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6445, loss_cls: 2.7725, loss: 2.7725, grad_norm: 3.0480 2020-08-03 20:49:47,504 - mmaction - INFO - Epoch [137][3020/3757] lr: 4.510e-02, eta: 4 days, 7:58:21, time: 0.801, data_time: 0.014, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6492, loss_cls: 2.7292, loss: 2.7292, grad_norm: 2.9209 2020-08-03 20:50:03,343 - mmaction - INFO - Epoch [137][3040/3757] lr: 4.510e-02, eta: 4 days, 7:57:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6461, loss_cls: 2.6925, loss: 2.6925, grad_norm: 2.9525 2020-08-03 20:50:18,994 - mmaction - INFO - Epoch [137][3060/3757] lr: 4.510e-02, eta: 4 days, 7:57:21, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6469, loss_cls: 2.6468, loss: 2.6468, grad_norm: 2.9752 2020-08-03 20:50:34,927 - mmaction - INFO - Epoch [137][3080/3757] lr: 4.510e-02, eta: 4 days, 7:56:54, time: 0.795, data_time: 0.011, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6352, loss_cls: 2.7070, loss: 2.7070, grad_norm: 2.9216 2020-08-03 20:50:50,695 - mmaction - INFO - Epoch [137][3100/3757] lr: 4.510e-02, eta: 4 days, 7:56:25, time: 0.790, data_time: 0.008, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6703, loss_cls: 2.6164, loss: 2.6164, grad_norm: 2.9843 2020-08-03 20:51:06,588 - mmaction - INFO - Epoch [137][3120/3757] lr: 4.510e-02, eta: 4 days, 7:55:57, time: 0.794, data_time: 0.008, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6188, loss_cls: 2.7831, loss: 2.7831, grad_norm: 3.0556 2020-08-03 20:51:22,382 - mmaction - INFO - Epoch [137][3140/3757] lr: 4.510e-02, eta: 4 days, 7:55:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6594, loss_cls: 2.6750, loss: 2.6750, grad_norm: 2.9775 2020-08-03 20:51:38,121 - mmaction - INFO - Epoch [137][3160/3757] lr: 4.510e-02, eta: 4 days, 7:54:58, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6492, loss_cls: 2.6751, loss: 2.6751, grad_norm: 2.9872 2020-08-03 20:51:53,925 - mmaction - INFO - Epoch [137][3180/3757] lr: 4.510e-02, eta: 4 days, 7:54:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6492, loss_cls: 2.7122, loss: 2.7122, grad_norm: 2.9894 2020-08-03 20:52:09,720 - mmaction - INFO - Epoch [137][3200/3757] lr: 4.510e-02, eta: 4 days, 7:54:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6461, loss_cls: 2.7039, loss: 2.7039, grad_norm: 3.0053 2020-08-03 20:52:25,483 - mmaction - INFO - Epoch [137][3220/3757] lr: 4.510e-02, eta: 4 days, 7:53:30, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6297, loss_cls: 2.7848, loss: 2.7848, grad_norm: 3.0345 2020-08-03 20:52:41,255 - mmaction - INFO - Epoch [137][3240/3757] lr: 4.510e-02, eta: 4 days, 7:53:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.6874, loss: 2.6874, grad_norm: 2.9988 2020-08-03 20:52:57,104 - mmaction - INFO - Epoch [137][3260/3757] lr: 4.510e-02, eta: 4 days, 7:52:32, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6539, loss_cls: 2.6898, loss: 2.6898, grad_norm: 3.0592 2020-08-03 20:53:13,040 - mmaction - INFO - Epoch [137][3280/3757] lr: 4.510e-02, eta: 4 days, 7:52:06, time: 0.798, data_time: 0.012, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6680, loss_cls: 2.6651, loss: 2.6651, grad_norm: 2.9848 2020-08-03 20:53:28,882 - mmaction - INFO - Epoch [137][3300/3757] lr: 4.510e-02, eta: 4 days, 7:51:37, time: 0.793, data_time: 0.008, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6492, loss_cls: 2.7013, loss: 2.7013, grad_norm: 3.0750 2020-08-03 20:53:44,745 - mmaction - INFO - Epoch [137][3320/3757] lr: 4.510e-02, eta: 4 days, 7:51:09, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6492, loss_cls: 2.6811, loss: 2.6811, grad_norm: 3.0284 2020-08-03 20:54:00,856 - mmaction - INFO - Epoch [137][3340/3757] lr: 4.510e-02, eta: 4 days, 7:50:45, time: 0.805, data_time: 0.014, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6594, loss_cls: 2.6787, loss: 2.6787, grad_norm: 2.9941 2020-08-03 20:54:16,652 - mmaction - INFO - Epoch [137][3360/3757] lr: 4.510e-02, eta: 4 days, 7:50:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6312, loss_cls: 2.7793, loss: 2.7793, grad_norm: 3.0776 2020-08-03 20:54:32,482 - mmaction - INFO - Epoch [137][3380/3757] lr: 4.510e-02, eta: 4 days, 7:49:47, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6227, loss_cls: 2.8285, loss: 2.8285, grad_norm: 2.9396 2020-08-03 20:54:48,285 - mmaction - INFO - Epoch [137][3400/3757] lr: 4.510e-02, eta: 4 days, 7:49:18, time: 0.790, data_time: 0.007, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.7024, loss: 2.7024, grad_norm: 2.9408 2020-08-03 20:55:04,117 - mmaction - INFO - Epoch [137][3420/3757] lr: 4.510e-02, eta: 4 days, 7:48:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6445, loss_cls: 2.6835, loss: 2.6835, grad_norm: 2.9238 2020-08-03 20:55:19,898 - mmaction - INFO - Epoch [137][3440/3757] lr: 4.510e-02, eta: 4 days, 7:48:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6445, loss_cls: 2.7124, loss: 2.7124, grad_norm: 2.9693 2020-08-03 20:55:35,733 - mmaction - INFO - Epoch [137][3460/3757] lr: 4.510e-02, eta: 4 days, 7:47:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6391, loss_cls: 2.6974, loss: 2.6974, grad_norm: 2.9826 2020-08-03 20:55:51,462 - mmaction - INFO - Epoch [137][3480/3757] lr: 4.510e-02, eta: 4 days, 7:47:23, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6422, loss_cls: 2.7421, loss: 2.7421, grad_norm: 3.0223 2020-08-03 20:56:07,265 - mmaction - INFO - Epoch [137][3500/3757] lr: 4.510e-02, eta: 4 days, 7:46:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6398, loss_cls: 2.7619, loss: 2.7619, grad_norm: 2.9902 2020-08-03 20:56:23,027 - mmaction - INFO - Epoch [137][3520/3757] lr: 4.510e-02, eta: 4 days, 7:46:25, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6438, loss_cls: 2.7197, loss: 2.7197, grad_norm: 2.9515 2020-08-03 20:56:38,875 - mmaction - INFO - Epoch [137][3540/3757] lr: 4.510e-02, eta: 4 days, 7:45:57, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6359, loss_cls: 2.7530, loss: 2.7530, grad_norm: 2.9557 2020-08-03 20:56:54,691 - mmaction - INFO - Epoch [137][3560/3757] lr: 4.510e-02, eta: 4 days, 7:45:28, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6500, loss_cls: 2.7110, loss: 2.7110, grad_norm: 2.9629 2020-08-03 20:57:10,450 - mmaction - INFO - Epoch [137][3580/3757] lr: 4.510e-02, eta: 4 days, 7:44:59, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6297, loss_cls: 2.7911, loss: 2.7911, grad_norm: 2.9523 2020-08-03 20:57:26,202 - mmaction - INFO - Epoch [137][3600/3757] lr: 4.510e-02, eta: 4 days, 7:44:30, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6562, loss_cls: 2.6184, loss: 2.6184, grad_norm: 3.0001 2020-08-03 20:57:41,964 - mmaction - INFO - Epoch [137][3620/3757] lr: 4.510e-02, eta: 4 days, 7:44:00, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6430, loss_cls: 2.7631, loss: 2.7631, grad_norm: 2.9928 2020-08-03 20:57:57,806 - mmaction - INFO - Epoch [137][3640/3757] lr: 4.510e-02, eta: 4 days, 7:43:32, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.6475, loss: 2.6475, grad_norm: 2.8360 2020-08-03 20:58:13,580 - mmaction - INFO - Epoch [137][3660/3757] lr: 4.510e-02, eta: 4 days, 7:43:03, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6516, loss_cls: 2.6687, loss: 2.6687, grad_norm: 2.9783 2020-08-03 20:58:29,383 - mmaction - INFO - Epoch [137][3680/3757] lr: 4.510e-02, eta: 4 days, 7:42:35, time: 0.790, data_time: 0.007, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6531, loss_cls: 2.7167, loss: 2.7167, grad_norm: 2.9433 2020-08-03 20:58:45,109 - mmaction - INFO - Epoch [137][3700/3757] lr: 4.510e-02, eta: 4 days, 7:42:05, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6250, loss_cls: 2.8396, loss: 2.8396, grad_norm: 3.0113 2020-08-03 20:59:00,861 - mmaction - INFO - Epoch [137][3720/3757] lr: 4.510e-02, eta: 4 days, 7:41:36, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6594, loss_cls: 2.6655, loss: 2.6655, grad_norm: 2.9558 2020-08-03 20:59:16,668 - mmaction - INFO - Epoch [137][3740/3757] lr: 4.510e-02, eta: 4 days, 7:41:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6391, loss_cls: 2.7686, loss: 2.7686, grad_norm: 3.0491 2020-08-03 21:02:08,407 - mmaction - INFO - Epoch [138][20/3757] lr: 4.449e-02, eta: 4 days, 8:07:55, time: 7.745, data_time: 6.904, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6570, loss_cls: 2.7044, loss: 2.7044, grad_norm: 3.1231 2020-08-03 21:02:24,191 - mmaction - INFO - Epoch [138][40/3757] lr: 4.449e-02, eta: 4 days, 8:07:26, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6820, loss_cls: 2.5826, loss: 2.5826, grad_norm: 2.9298 2020-08-03 21:02:40,003 - mmaction - INFO - Epoch [138][60/3757] lr: 4.449e-02, eta: 4 days, 8:06:56, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6547, loss_cls: 2.7095, loss: 2.7095, grad_norm: 3.0117 2020-08-03 21:02:55,942 - mmaction - INFO - Epoch [138][80/3757] lr: 4.449e-02, eta: 4 days, 8:06:29, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6586, loss_cls: 2.6383, loss: 2.6383, grad_norm: 2.9618 2020-08-03 21:03:11,682 - mmaction - INFO - Epoch [138][100/3757] lr: 4.449e-02, eta: 4 days, 8:05:58, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6367, loss_cls: 2.7239, loss: 2.7239, grad_norm: 3.0726 2020-08-03 21:03:27,519 - mmaction - INFO - Epoch [138][120/3757] lr: 4.449e-02, eta: 4 days, 8:05:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6625, loss_cls: 2.6217, loss: 2.6217, grad_norm: 3.0362 2020-08-03 21:03:43,334 - mmaction - INFO - Epoch [138][140/3757] lr: 4.449e-02, eta: 4 days, 8:05:00, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6164, loss_cls: 2.7527, loss: 2.7527, grad_norm: 2.9821 2020-08-03 21:03:59,226 - mmaction - INFO - Epoch [138][160/3757] lr: 4.449e-02, eta: 4 days, 8:04:32, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6523, loss_cls: 2.6698, loss: 2.6698, grad_norm: 3.0699 2020-08-03 21:04:15,041 - mmaction - INFO - Epoch [138][180/3757] lr: 4.449e-02, eta: 4 days, 8:04:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6375, loss_cls: 2.7727, loss: 2.7727, grad_norm: 3.1938 2020-08-03 21:04:30,850 - mmaction - INFO - Epoch [138][200/3757] lr: 4.449e-02, eta: 4 days, 8:03:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6258, loss_cls: 2.7508, loss: 2.7508, grad_norm: 3.0083 2020-08-03 21:04:46,653 - mmaction - INFO - Epoch [138][220/3757] lr: 4.449e-02, eta: 4 days, 8:03:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6508, loss_cls: 2.6914, loss: 2.6914, grad_norm: 2.9872 2020-08-03 21:05:02,488 - mmaction - INFO - Epoch [138][240/3757] lr: 4.449e-02, eta: 4 days, 8:02:35, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6602, loss_cls: 2.6666, loss: 2.6666, grad_norm: 2.9714 2020-08-03 21:05:18,405 - mmaction - INFO - Epoch [138][260/3757] lr: 4.449e-02, eta: 4 days, 8:02:06, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6508, loss_cls: 2.7139, loss: 2.7139, grad_norm: 3.0046 2020-08-03 21:05:34,156 - mmaction - INFO - Epoch [138][280/3757] lr: 4.449e-02, eta: 4 days, 8:01:37, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6539, loss_cls: 2.7126, loss: 2.7126, grad_norm: 2.9201 2020-08-03 21:05:49,961 - mmaction - INFO - Epoch [138][300/3757] lr: 4.449e-02, eta: 4 days, 8:01:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6695, loss_cls: 2.6092, loss: 2.6092, grad_norm: 2.9815 2020-08-03 21:06:05,715 - mmaction - INFO - Epoch [138][320/3757] lr: 4.449e-02, eta: 4 days, 8:00:38, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6508, loss_cls: 2.6837, loss: 2.6837, grad_norm: 3.0109 2020-08-03 21:06:21,493 - mmaction - INFO - Epoch [138][340/3757] lr: 4.449e-02, eta: 4 days, 8:00:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6727, loss_cls: 2.5464, loss: 2.5464, grad_norm: 2.9835 2020-08-03 21:06:37,353 - mmaction - INFO - Epoch [138][360/3757] lr: 4.449e-02, eta: 4 days, 7:59:39, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6422, loss_cls: 2.7139, loss: 2.7139, grad_norm: 3.1310 2020-08-03 21:06:52,988 - mmaction - INFO - Epoch [138][380/3757] lr: 4.449e-02, eta: 4 days, 7:59:08, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6445, loss_cls: 2.7432, loss: 2.7432, grad_norm: 3.0666 2020-08-03 21:07:08,765 - mmaction - INFO - Epoch [138][400/3757] lr: 4.449e-02, eta: 4 days, 7:58:38, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6539, loss_cls: 2.5875, loss: 2.5875, grad_norm: 2.8940 2020-08-03 21:07:24,519 - mmaction - INFO - Epoch [138][420/3757] lr: 4.449e-02, eta: 4 days, 7:58:08, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6398, loss_cls: 2.6689, loss: 2.6689, grad_norm: 3.0045 2020-08-03 21:07:40,360 - mmaction - INFO - Epoch [138][440/3757] lr: 4.449e-02, eta: 4 days, 7:57:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6477, loss_cls: 2.7076, loss: 2.7076, grad_norm: 2.9894 2020-08-03 21:07:56,188 - mmaction - INFO - Epoch [138][460/3757] lr: 4.449e-02, eta: 4 days, 7:57:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6680, loss_cls: 2.6532, loss: 2.6532, grad_norm: 2.9965 2020-08-03 21:08:11,967 - mmaction - INFO - Epoch [138][480/3757] lr: 4.449e-02, eta: 4 days, 7:56:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6461, loss_cls: 2.6636, loss: 2.6636, grad_norm: 2.9816 2020-08-03 21:08:27,751 - mmaction - INFO - Epoch [138][500/3757] lr: 4.449e-02, eta: 4 days, 7:56:12, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6773, loss_cls: 2.5840, loss: 2.5840, grad_norm: 3.0279 2020-08-03 21:08:43,591 - mmaction - INFO - Epoch [138][520/3757] lr: 4.449e-02, eta: 4 days, 7:55:43, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6469, loss_cls: 2.7467, loss: 2.7467, grad_norm: 3.0809 2020-08-03 21:08:59,494 - mmaction - INFO - Epoch [138][540/3757] lr: 4.449e-02, eta: 4 days, 7:55:15, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6461, loss_cls: 2.7462, loss: 2.7462, grad_norm: 3.0357 2020-08-03 21:09:15,265 - mmaction - INFO - Epoch [138][560/3757] lr: 4.449e-02, eta: 4 days, 7:54:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6484, loss_cls: 2.7246, loss: 2.7246, grad_norm: 3.0846 2020-08-03 21:09:30,985 - mmaction - INFO - Epoch [138][580/3757] lr: 4.449e-02, eta: 4 days, 7:54:15, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6633, loss_cls: 2.6587, loss: 2.6587, grad_norm: 2.9828 2020-08-03 21:09:46,845 - mmaction - INFO - Epoch [138][600/3757] lr: 4.449e-02, eta: 4 days, 7:53:47, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6656, loss_cls: 2.5837, loss: 2.5837, grad_norm: 2.9888 2020-08-03 21:10:02,604 - mmaction - INFO - Epoch [138][620/3757] lr: 4.449e-02, eta: 4 days, 7:53:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6734, loss_cls: 2.6073, loss: 2.6073, grad_norm: 3.1121 2020-08-03 21:10:18,308 - mmaction - INFO - Epoch [138][640/3757] lr: 4.449e-02, eta: 4 days, 7:52:47, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6438, loss_cls: 2.7011, loss: 2.7011, grad_norm: 2.9905 2020-08-03 21:10:34,101 - mmaction - INFO - Epoch [138][660/3757] lr: 4.449e-02, eta: 4 days, 7:52:18, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6406, loss_cls: 2.7786, loss: 2.7786, grad_norm: 3.0088 2020-08-03 21:10:50,060 - mmaction - INFO - Epoch [138][680/3757] lr: 4.449e-02, eta: 4 days, 7:51:51, time: 0.798, data_time: 0.013, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6273, loss_cls: 2.8235, loss: 2.8235, grad_norm: 2.9943 2020-08-03 21:11:05,890 - mmaction - INFO - Epoch [138][700/3757] lr: 4.449e-02, eta: 4 days, 7:51:22, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6484, loss_cls: 2.6887, loss: 2.6887, grad_norm: 2.9055 2020-08-03 21:11:21,552 - mmaction - INFO - Epoch [138][720/3757] lr: 4.449e-02, eta: 4 days, 7:50:51, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6352, loss_cls: 2.7299, loss: 2.7299, grad_norm: 3.0342 2020-08-03 21:11:37,363 - mmaction - INFO - Epoch [138][740/3757] lr: 4.449e-02, eta: 4 days, 7:50:22, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6594, loss_cls: 2.6850, loss: 2.6850, grad_norm: 2.9803 2020-08-03 21:11:53,181 - mmaction - INFO - Epoch [138][760/3757] lr: 4.449e-02, eta: 4 days, 7:49:53, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6555, loss_cls: 2.6308, loss: 2.6308, grad_norm: 3.0744 2020-08-03 21:12:08,901 - mmaction - INFO - Epoch [138][780/3757] lr: 4.449e-02, eta: 4 days, 7:49:24, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6398, loss_cls: 2.6764, loss: 2.6764, grad_norm: 2.9212 2020-08-03 21:12:24,677 - mmaction - INFO - Epoch [138][800/3757] lr: 4.449e-02, eta: 4 days, 7:48:54, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6523, loss_cls: 2.6780, loss: 2.6780, grad_norm: 3.0022 2020-08-03 21:12:40,478 - mmaction - INFO - Epoch [138][820/3757] lr: 4.449e-02, eta: 4 days, 7:48:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.8076, loss: 2.8076, grad_norm: 2.9671 2020-08-03 21:12:56,286 - mmaction - INFO - Epoch [138][840/3757] lr: 4.449e-02, eta: 4 days, 7:47:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6227, loss_cls: 2.8195, loss: 2.8195, grad_norm: 3.0093 2020-08-03 21:13:12,208 - mmaction - INFO - Epoch [138][860/3757] lr: 4.449e-02, eta: 4 days, 7:47:29, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6477, loss_cls: 2.6309, loss: 2.6309, grad_norm: 2.9940 2020-08-03 21:13:27,969 - mmaction - INFO - Epoch [138][880/3757] lr: 4.449e-02, eta: 4 days, 7:47:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6586, loss_cls: 2.6099, loss: 2.6099, grad_norm: 2.9291 2020-08-03 21:13:43,814 - mmaction - INFO - Epoch [138][900/3757] lr: 4.449e-02, eta: 4 days, 7:46:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6664, loss_cls: 2.6085, loss: 2.6085, grad_norm: 2.9821 2020-08-03 21:13:59,553 - mmaction - INFO - Epoch [138][920/3757] lr: 4.449e-02, eta: 4 days, 7:46:02, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6375, loss_cls: 2.7181, loss: 2.7181, grad_norm: 3.0567 2020-08-03 21:14:15,296 - mmaction - INFO - Epoch [138][940/3757] lr: 4.449e-02, eta: 4 days, 7:45:32, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6414, loss_cls: 2.6888, loss: 2.6888, grad_norm: 2.9886 2020-08-03 21:14:31,018 - mmaction - INFO - Epoch [138][960/3757] lr: 4.449e-02, eta: 4 days, 7:45:02, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6703, loss_cls: 2.5937, loss: 2.5937, grad_norm: 2.9806 2020-08-03 21:14:46,774 - mmaction - INFO - Epoch [138][980/3757] lr: 4.449e-02, eta: 4 days, 7:44:33, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6555, loss_cls: 2.7097, loss: 2.7097, grad_norm: 3.0314 2020-08-03 21:15:02,706 - mmaction - INFO - Epoch [138][1000/3757] lr: 4.449e-02, eta: 4 days, 7:44:06, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6633, loss_cls: 2.6512, loss: 2.6512, grad_norm: 3.0600 2020-08-03 21:15:18,352 - mmaction - INFO - Epoch [138][1020/3757] lr: 4.449e-02, eta: 4 days, 7:43:35, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6531, loss_cls: 2.7209, loss: 2.7209, grad_norm: 3.0163 2020-08-03 21:15:34,137 - mmaction - INFO - Epoch [138][1040/3757] lr: 4.449e-02, eta: 4 days, 7:43:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6656, loss_cls: 2.6059, loss: 2.6059, grad_norm: 2.9401 2020-08-03 21:15:49,946 - mmaction - INFO - Epoch [138][1060/3757] lr: 4.449e-02, eta: 4 days, 7:42:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6461, loss_cls: 2.6959, loss: 2.6959, grad_norm: 3.0116 2020-08-03 21:16:05,713 - mmaction - INFO - Epoch [138][1080/3757] lr: 4.449e-02, eta: 4 days, 7:42:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6406, loss_cls: 2.7648, loss: 2.7648, grad_norm: 3.0561 2020-08-03 21:16:21,518 - mmaction - INFO - Epoch [138][1100/3757] lr: 4.449e-02, eta: 4 days, 7:41:39, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6656, loss_cls: 2.5991, loss: 2.5991, grad_norm: 2.9004 2020-08-03 21:16:37,258 - mmaction - INFO - Epoch [138][1120/3757] lr: 4.449e-02, eta: 4 days, 7:41:10, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6523, loss_cls: 2.6755, loss: 2.6755, grad_norm: 3.0876 2020-08-03 21:16:53,024 - mmaction - INFO - Epoch [138][1140/3757] lr: 4.449e-02, eta: 4 days, 7:40:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6633, loss_cls: 2.6195, loss: 2.6195, grad_norm: 2.9213 2020-08-03 21:17:08,805 - mmaction - INFO - Epoch [138][1160/3757] lr: 4.449e-02, eta: 4 days, 7:40:11, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6383, loss_cls: 2.7839, loss: 2.7839, grad_norm: 3.0522 2020-08-03 21:17:24,690 - mmaction - INFO - Epoch [138][1180/3757] lr: 4.449e-02, eta: 4 days, 7:39:44, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6602, loss_cls: 2.6524, loss: 2.6524, grad_norm: 3.0248 2020-08-03 21:17:40,553 - mmaction - INFO - Epoch [138][1200/3757] lr: 4.449e-02, eta: 4 days, 7:39:16, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6523, loss_cls: 2.6760, loss: 2.6760, grad_norm: 3.0583 2020-08-03 21:17:56,557 - mmaction - INFO - Epoch [138][1220/3757] lr: 4.449e-02, eta: 4 days, 7:38:49, time: 0.799, data_time: 0.014, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6523, loss_cls: 2.7216, loss: 2.7216, grad_norm: 2.9857 2020-08-03 21:18:12,451 - mmaction - INFO - Epoch [138][1240/3757] lr: 4.449e-02, eta: 4 days, 7:38:23, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6555, loss_cls: 2.7381, loss: 2.7381, grad_norm: 3.1230 2020-08-03 21:18:28,191 - mmaction - INFO - Epoch [138][1260/3757] lr: 4.449e-02, eta: 4 days, 7:37:53, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6320, loss_cls: 2.7568, loss: 2.7568, grad_norm: 2.9682 2020-08-03 21:18:43,912 - mmaction - INFO - Epoch [138][1280/3757] lr: 4.449e-02, eta: 4 days, 7:37:23, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6305, loss_cls: 2.7632, loss: 2.7632, grad_norm: 3.0389 2020-08-03 21:18:59,665 - mmaction - INFO - Epoch [138][1300/3757] lr: 4.449e-02, eta: 4 days, 7:36:54, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6578, loss_cls: 2.6612, loss: 2.6612, grad_norm: 2.9730 2020-08-03 21:19:15,403 - mmaction - INFO - Epoch [138][1320/3757] lr: 4.449e-02, eta: 4 days, 7:36:25, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6555, loss_cls: 2.7028, loss: 2.7028, grad_norm: 3.0428 2020-08-03 21:19:31,213 - mmaction - INFO - Epoch [138][1340/3757] lr: 4.449e-02, eta: 4 days, 7:35:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6500, loss_cls: 2.6608, loss: 2.6608, grad_norm: 2.9982 2020-08-03 21:19:47,004 - mmaction - INFO - Epoch [138][1360/3757] lr: 4.449e-02, eta: 4 days, 7:35:28, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6414, loss_cls: 2.7348, loss: 2.7348, grad_norm: 3.0031 2020-08-03 21:20:02,840 - mmaction - INFO - Epoch [138][1380/3757] lr: 4.449e-02, eta: 4 days, 7:35:00, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6711, loss_cls: 2.6678, loss: 2.6678, grad_norm: 3.0013 2020-08-03 21:20:18,483 - mmaction - INFO - Epoch [138][1400/3757] lr: 4.449e-02, eta: 4 days, 7:34:29, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6633, loss_cls: 2.6433, loss: 2.6433, grad_norm: 2.9508 2020-08-03 21:20:34,265 - mmaction - INFO - Epoch [138][1420/3757] lr: 4.449e-02, eta: 4 days, 7:34:00, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6602, loss_cls: 2.6333, loss: 2.6333, grad_norm: 2.9482 2020-08-03 21:20:50,025 - mmaction - INFO - Epoch [138][1440/3757] lr: 4.449e-02, eta: 4 days, 7:33:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6492, loss_cls: 2.7172, loss: 2.7172, grad_norm: 3.0665 2020-08-03 21:21:05,786 - mmaction - INFO - Epoch [138][1460/3757] lr: 4.449e-02, eta: 4 days, 7:33:02, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6375, loss_cls: 2.7432, loss: 2.7432, grad_norm: 3.0136 2020-08-03 21:21:21,796 - mmaction - INFO - Epoch [138][1480/3757] lr: 4.449e-02, eta: 4 days, 7:32:36, time: 0.800, data_time: 0.014, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6523, loss_cls: 2.6747, loss: 2.6747, grad_norm: 3.0647 2020-08-03 21:21:38,025 - mmaction - INFO - Epoch [138][1500/3757] lr: 4.449e-02, eta: 4 days, 7:32:13, time: 0.811, data_time: 0.024, memory: 6192, top1_acc: 0.3656, top5_acc: 0.6266, loss_cls: 2.7934, loss: 2.7934, grad_norm: 3.1232 2020-08-03 21:21:54,108 - mmaction - INFO - Epoch [138][1520/3757] lr: 4.449e-02, eta: 4 days, 7:31:48, time: 0.804, data_time: 0.015, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6508, loss_cls: 2.6936, loss: 2.6936, grad_norm: 3.0090 2020-08-03 21:22:10,274 - mmaction - INFO - Epoch [138][1540/3757] lr: 4.449e-02, eta: 4 days, 7:31:25, time: 0.809, data_time: 0.023, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6375, loss_cls: 2.7665, loss: 2.7665, grad_norm: 3.0343 2020-08-03 21:22:26,079 - mmaction - INFO - Epoch [138][1560/3757] lr: 4.449e-02, eta: 4 days, 7:30:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6422, loss_cls: 2.7411, loss: 2.7411, grad_norm: 3.0099 2020-08-03 21:22:41,885 - mmaction - INFO - Epoch [138][1580/3757] lr: 4.449e-02, eta: 4 days, 7:30:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6273, loss_cls: 2.8064, loss: 2.8064, grad_norm: 3.0412 2020-08-03 21:22:57,669 - mmaction - INFO - Epoch [138][1600/3757] lr: 4.449e-02, eta: 4 days, 7:29:59, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6641, loss_cls: 2.6970, loss: 2.6970, grad_norm: 3.0116 2020-08-03 21:23:13,506 - mmaction - INFO - Epoch [138][1620/3757] lr: 4.449e-02, eta: 4 days, 7:29:31, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6375, loss_cls: 2.7555, loss: 2.7555, grad_norm: 3.0244 2020-08-03 21:23:29,338 - mmaction - INFO - Epoch [138][1640/3757] lr: 4.449e-02, eta: 4 days, 7:29:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6469, loss_cls: 2.7254, loss: 2.7254, grad_norm: 3.0313 2020-08-03 21:23:45,031 - mmaction - INFO - Epoch [138][1660/3757] lr: 4.449e-02, eta: 4 days, 7:28:33, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6766, loss_cls: 2.6238, loss: 2.6238, grad_norm: 3.0595 2020-08-03 21:24:00,870 - mmaction - INFO - Epoch [138][1680/3757] lr: 4.449e-02, eta: 4 days, 7:28:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6586, loss_cls: 2.6466, loss: 2.6466, grad_norm: 3.0415 2020-08-03 21:24:16,689 - mmaction - INFO - Epoch [138][1700/3757] lr: 4.449e-02, eta: 4 days, 7:27:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6438, loss_cls: 2.6732, loss: 2.6732, grad_norm: 3.0107 2020-08-03 21:24:32,450 - mmaction - INFO - Epoch [138][1720/3757] lr: 4.449e-02, eta: 4 days, 7:27:09, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6469, loss_cls: 2.7270, loss: 2.7270, grad_norm: 3.0715 2020-08-03 21:24:48,220 - mmaction - INFO - Epoch [138][1740/3757] lr: 4.449e-02, eta: 4 days, 7:26:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6570, loss_cls: 2.6706, loss: 2.6706, grad_norm: 3.0115 2020-08-03 21:25:04,043 - mmaction - INFO - Epoch [138][1760/3757] lr: 4.449e-02, eta: 4 days, 7:26:12, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6500, loss_cls: 2.7342, loss: 2.7342, grad_norm: 3.0437 2020-08-03 21:25:19,791 - mmaction - INFO - Epoch [138][1780/3757] lr: 4.449e-02, eta: 4 days, 7:25:43, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6656, loss_cls: 2.6289, loss: 2.6289, grad_norm: 2.9525 2020-08-03 21:25:35,584 - mmaction - INFO - Epoch [138][1800/3757] lr: 4.449e-02, eta: 4 days, 7:25:15, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6648, loss_cls: 2.6046, loss: 2.6046, grad_norm: 2.9668 2020-08-03 21:25:51,313 - mmaction - INFO - Epoch [138][1820/3757] lr: 4.449e-02, eta: 4 days, 7:24:46, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6367, loss_cls: 2.7296, loss: 2.7296, grad_norm: 3.1026 2020-08-03 21:26:07,184 - mmaction - INFO - Epoch [138][1840/3757] lr: 4.449e-02, eta: 4 days, 7:24:18, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6469, loss_cls: 2.7622, loss: 2.7622, grad_norm: 3.0761 2020-08-03 21:26:22,972 - mmaction - INFO - Epoch [138][1860/3757] lr: 4.449e-02, eta: 4 days, 7:23:50, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6523, loss_cls: 2.7037, loss: 2.7037, grad_norm: 3.0569 2020-08-03 21:26:38,814 - mmaction - INFO - Epoch [138][1880/3757] lr: 4.449e-02, eta: 4 days, 7:23:22, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6484, loss_cls: 2.6900, loss: 2.6900, grad_norm: 2.9695 2020-08-03 21:26:54,570 - mmaction - INFO - Epoch [138][1900/3757] lr: 4.449e-02, eta: 4 days, 7:22:53, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6484, loss_cls: 2.6963, loss: 2.6963, grad_norm: 3.0943 2020-08-03 21:27:10,320 - mmaction - INFO - Epoch [138][1920/3757] lr: 4.449e-02, eta: 4 days, 7:22:25, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6453, loss_cls: 2.7321, loss: 2.7321, grad_norm: 3.0597 2020-08-03 21:27:26,088 - mmaction - INFO - Epoch [138][1940/3757] lr: 4.449e-02, eta: 4 days, 7:21:56, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6258, loss_cls: 2.7819, loss: 2.7819, grad_norm: 2.9427 2020-08-03 21:27:41,878 - mmaction - INFO - Epoch [138][1960/3757] lr: 4.449e-02, eta: 4 days, 7:21:28, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6461, loss_cls: 2.6856, loss: 2.6856, grad_norm: 2.9097 2020-08-03 21:27:57,671 - mmaction - INFO - Epoch [138][1980/3757] lr: 4.449e-02, eta: 4 days, 7:21:00, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6422, loss_cls: 2.6950, loss: 2.6950, grad_norm: 3.0463 2020-08-03 21:28:13,510 - mmaction - INFO - Epoch [138][2000/3757] lr: 4.449e-02, eta: 4 days, 7:20:32, time: 0.792, data_time: 0.008, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6297, loss_cls: 2.7894, loss: 2.7894, grad_norm: 3.0416 2020-08-03 21:28:29,364 - mmaction - INFO - Epoch [138][2020/3757] lr: 4.449e-02, eta: 4 days, 7:20:05, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6797, loss_cls: 2.5675, loss: 2.5675, grad_norm: 2.9318 2020-08-03 21:28:45,129 - mmaction - INFO - Epoch [138][2040/3757] lr: 4.449e-02, eta: 4 days, 7:19:36, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6500, loss_cls: 2.6129, loss: 2.6129, grad_norm: 2.9497 2020-08-03 21:29:00,957 - mmaction - INFO - Epoch [138][2060/3757] lr: 4.449e-02, eta: 4 days, 7:19:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6492, loss_cls: 2.6818, loss: 2.6818, grad_norm: 3.0289 2020-08-03 21:29:16,742 - mmaction - INFO - Epoch [138][2080/3757] lr: 4.449e-02, eta: 4 days, 7:18:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6367, loss_cls: 2.8229, loss: 2.8229, grad_norm: 3.0494 2020-08-03 21:29:32,846 - mmaction - INFO - Epoch [138][2100/3757] lr: 4.449e-02, eta: 4 days, 7:18:16, time: 0.805, data_time: 0.017, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6383, loss_cls: 2.7815, loss: 2.7815, grad_norm: 3.0134 2020-08-03 21:29:49,018 - mmaction - INFO - Epoch [138][2120/3757] lr: 4.449e-02, eta: 4 days, 7:17:52, time: 0.809, data_time: 0.023, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6492, loss_cls: 2.7178, loss: 2.7178, grad_norm: 2.9892 2020-08-03 21:30:05,153 - mmaction - INFO - Epoch [138][2140/3757] lr: 4.449e-02, eta: 4 days, 7:17:28, time: 0.807, data_time: 0.015, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6656, loss_cls: 2.7120, loss: 2.7120, grad_norm: 3.0083 2020-08-03 21:30:20,869 - mmaction - INFO - Epoch [138][2160/3757] lr: 4.449e-02, eta: 4 days, 7:16:59, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6492, loss_cls: 2.6737, loss: 2.6737, grad_norm: 2.9568 2020-08-03 21:30:36,694 - mmaction - INFO - Epoch [138][2180/3757] lr: 4.449e-02, eta: 4 days, 7:16:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6531, loss_cls: 2.6714, loss: 2.6714, grad_norm: 2.9516 2020-08-03 21:30:52,417 - mmaction - INFO - Epoch [138][2200/3757] lr: 4.449e-02, eta: 4 days, 7:16:03, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6500, loss_cls: 2.6939, loss: 2.6939, grad_norm: 3.0296 2020-08-03 21:31:08,280 - mmaction - INFO - Epoch [138][2220/3757] lr: 4.449e-02, eta: 4 days, 7:15:36, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6727, loss_cls: 2.6687, loss: 2.6687, grad_norm: 3.0368 2020-08-03 21:31:24,067 - mmaction - INFO - Epoch [138][2240/3757] lr: 4.449e-02, eta: 4 days, 7:15:07, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6648, loss_cls: 2.6626, loss: 2.6626, grad_norm: 3.0550 2020-08-03 21:31:39,863 - mmaction - INFO - Epoch [138][2260/3757] lr: 4.449e-02, eta: 4 days, 7:14:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6664, loss_cls: 2.6199, loss: 2.6199, grad_norm: 3.0643 2020-08-03 21:31:55,639 - mmaction - INFO - Epoch [138][2280/3757] lr: 4.449e-02, eta: 4 days, 7:14:11, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6445, loss_cls: 2.6723, loss: 2.6723, grad_norm: 3.0201 2020-08-03 21:32:11,449 - mmaction - INFO - Epoch [138][2300/3757] lr: 4.449e-02, eta: 4 days, 7:13:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6719, loss_cls: 2.5873, loss: 2.5873, grad_norm: 3.0246 2020-08-03 21:32:27,221 - mmaction - INFO - Epoch [138][2320/3757] lr: 4.449e-02, eta: 4 days, 7:13:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6500, loss_cls: 2.6517, loss: 2.6517, grad_norm: 2.9494 2020-08-03 21:32:43,038 - mmaction - INFO - Epoch [138][2340/3757] lr: 4.449e-02, eta: 4 days, 7:12:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6391, loss_cls: 2.7190, loss: 2.7190, grad_norm: 2.9680 2020-08-03 21:32:58,872 - mmaction - INFO - Epoch [138][2360/3757] lr: 4.449e-02, eta: 4 days, 7:12:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6445, loss_cls: 2.7102, loss: 2.7102, grad_norm: 3.0388 2020-08-03 21:33:14,708 - mmaction - INFO - Epoch [138][2380/3757] lr: 4.449e-02, eta: 4 days, 7:11:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6469, loss_cls: 2.7381, loss: 2.7381, grad_norm: 3.0244 2020-08-03 21:33:30,491 - mmaction - INFO - Epoch [138][2400/3757] lr: 4.449e-02, eta: 4 days, 7:11:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6492, loss_cls: 2.6996, loss: 2.6996, grad_norm: 2.9833 2020-08-03 21:33:46,303 - mmaction - INFO - Epoch [138][2420/3757] lr: 4.449e-02, eta: 4 days, 7:10:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6453, loss_cls: 2.6256, loss: 2.6256, grad_norm: 2.9237 2020-08-03 21:34:02,125 - mmaction - INFO - Epoch [138][2440/3757] lr: 4.449e-02, eta: 4 days, 7:10:29, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6461, loss_cls: 2.6644, loss: 2.6644, grad_norm: 2.9932 2020-08-03 21:34:18,013 - mmaction - INFO - Epoch [138][2460/3757] lr: 4.449e-02, eta: 4 days, 7:10:02, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6641, loss_cls: 2.6161, loss: 2.6161, grad_norm: 3.0523 2020-08-03 21:34:33,812 - mmaction - INFO - Epoch [138][2480/3757] lr: 4.449e-02, eta: 4 days, 7:09:35, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.7105, loss: 2.7105, grad_norm: 2.9856 2020-08-03 21:34:49,642 - mmaction - INFO - Epoch [138][2500/3757] lr: 4.449e-02, eta: 4 days, 7:09:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6422, loss_cls: 2.7236, loss: 2.7236, grad_norm: 3.0175 2020-08-03 21:35:05,430 - mmaction - INFO - Epoch [138][2520/3757] lr: 4.449e-02, eta: 4 days, 7:08:39, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6555, loss_cls: 2.7098, loss: 2.7098, grad_norm: 3.0533 2020-08-03 21:35:21,130 - mmaction - INFO - Epoch [138][2540/3757] lr: 4.449e-02, eta: 4 days, 7:08:10, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6562, loss_cls: 2.6468, loss: 2.6468, grad_norm: 3.0164 2020-08-03 21:35:37,047 - mmaction - INFO - Epoch [138][2560/3757] lr: 4.449e-02, eta: 4 days, 7:07:44, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6312, loss_cls: 2.7572, loss: 2.7572, grad_norm: 3.0431 2020-08-03 21:35:52,763 - mmaction - INFO - Epoch [138][2580/3757] lr: 4.449e-02, eta: 4 days, 7:07:15, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6625, loss_cls: 2.6513, loss: 2.6513, grad_norm: 2.9472 2020-08-03 21:36:08,505 - mmaction - INFO - Epoch [138][2600/3757] lr: 4.449e-02, eta: 4 days, 7:06:47, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6445, loss_cls: 2.7259, loss: 2.7259, grad_norm: 3.0381 2020-08-03 21:36:24,254 - mmaction - INFO - Epoch [138][2620/3757] lr: 4.449e-02, eta: 4 days, 7:06:18, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6555, loss_cls: 2.6695, loss: 2.6695, grad_norm: 3.0418 2020-08-03 21:36:39,979 - mmaction - INFO - Epoch [138][2640/3757] lr: 4.449e-02, eta: 4 days, 7:05:50, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6484, loss_cls: 2.7039, loss: 2.7039, grad_norm: 3.0520 2020-08-03 21:36:55,863 - mmaction - INFO - Epoch [138][2660/3757] lr: 4.449e-02, eta: 4 days, 7:05:23, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6305, loss_cls: 2.7743, loss: 2.7743, grad_norm: 3.0366 2020-08-03 21:37:11,550 - mmaction - INFO - Epoch [138][2680/3757] lr: 4.449e-02, eta: 4 days, 7:04:54, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6562, loss_cls: 2.6492, loss: 2.6492, grad_norm: 2.9245 2020-08-03 21:37:27,353 - mmaction - INFO - Epoch [138][2700/3757] lr: 4.449e-02, eta: 4 days, 7:04:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6430, loss_cls: 2.6304, loss: 2.6304, grad_norm: 2.9383 2020-08-03 21:37:43,133 - mmaction - INFO - Epoch [138][2720/3757] lr: 4.449e-02, eta: 4 days, 7:03:58, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6375, loss_cls: 2.7149, loss: 2.7149, grad_norm: 3.0798 2020-08-03 21:37:58,963 - mmaction - INFO - Epoch [138][2740/3757] lr: 4.449e-02, eta: 4 days, 7:03:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6586, loss_cls: 2.6591, loss: 2.6591, grad_norm: 3.0215 2020-08-03 21:38:14,770 - mmaction - INFO - Epoch [138][2760/3757] lr: 4.449e-02, eta: 4 days, 7:03:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6594, loss_cls: 2.6735, loss: 2.6735, grad_norm: 3.0808 2020-08-03 21:38:30,607 - mmaction - INFO - Epoch [138][2780/3757] lr: 4.449e-02, eta: 4 days, 7:02:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6547, loss_cls: 2.6899, loss: 2.6899, grad_norm: 3.0004 2020-08-03 21:38:46,394 - mmaction - INFO - Epoch [138][2800/3757] lr: 4.449e-02, eta: 4 days, 7:02:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6617, loss_cls: 2.5942, loss: 2.5942, grad_norm: 3.0018 2020-08-03 21:39:02,196 - mmaction - INFO - Epoch [138][2820/3757] lr: 4.449e-02, eta: 4 days, 7:01:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6406, loss_cls: 2.7403, loss: 2.7403, grad_norm: 3.0701 2020-08-03 21:39:18,029 - mmaction - INFO - Epoch [138][2840/3757] lr: 4.449e-02, eta: 4 days, 7:01:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6609, loss_cls: 2.6176, loss: 2.6176, grad_norm: 2.9902 2020-08-03 21:39:33,785 - mmaction - INFO - Epoch [138][2860/3757] lr: 4.449e-02, eta: 4 days, 7:00:46, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6766, loss_cls: 2.5969, loss: 2.5969, grad_norm: 3.0232 2020-08-03 21:39:49,522 - mmaction - INFO - Epoch [138][2880/3757] lr: 4.449e-02, eta: 4 days, 7:00:18, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6359, loss_cls: 2.7518, loss: 2.7518, grad_norm: 3.0488 2020-08-03 21:40:05,446 - mmaction - INFO - Epoch [138][2900/3757] lr: 4.449e-02, eta: 4 days, 6:59:52, time: 0.796, data_time: 0.010, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6641, loss_cls: 2.6483, loss: 2.6483, grad_norm: 2.9414 2020-08-03 21:40:21,153 - mmaction - INFO - Epoch [138][2920/3757] lr: 4.449e-02, eta: 4 days, 6:59:23, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6555, loss_cls: 2.6727, loss: 2.6727, grad_norm: 3.0318 2020-08-03 21:40:36,966 - mmaction - INFO - Epoch [138][2940/3757] lr: 4.449e-02, eta: 4 days, 6:58:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6547, loss_cls: 2.6388, loss: 2.6388, grad_norm: 3.0130 2020-08-03 21:40:52,800 - mmaction - INFO - Epoch [138][2960/3757] lr: 4.449e-02, eta: 4 days, 6:58:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6570, loss_cls: 2.6626, loss: 2.6626, grad_norm: 2.9310 2020-08-03 21:41:08,612 - mmaction - INFO - Epoch [138][2980/3757] lr: 4.449e-02, eta: 4 days, 6:58:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6594, loss_cls: 2.6173, loss: 2.6173, grad_norm: 2.9359 2020-08-03 21:41:24,391 - mmaction - INFO - Epoch [138][3000/3757] lr: 4.449e-02, eta: 4 days, 6:57:33, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6375, loss_cls: 2.7729, loss: 2.7729, grad_norm: 2.9810 2020-08-03 21:41:40,143 - mmaction - INFO - Epoch [138][3020/3757] lr: 4.449e-02, eta: 4 days, 6:57:05, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3508, top5_acc: 0.6148, loss_cls: 2.8786, loss: 2.8786, grad_norm: 3.0103 2020-08-03 21:41:56,017 - mmaction - INFO - Epoch [138][3040/3757] lr: 4.449e-02, eta: 4 days, 6:56:39, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6414, loss_cls: 2.7126, loss: 2.7126, grad_norm: 2.9437 2020-08-03 21:42:11,750 - mmaction - INFO - Epoch [138][3060/3757] lr: 4.449e-02, eta: 4 days, 6:56:11, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6602, loss_cls: 2.6616, loss: 2.6616, grad_norm: 2.9805 2020-08-03 21:42:27,517 - mmaction - INFO - Epoch [138][3080/3757] lr: 4.449e-02, eta: 4 days, 6:55:43, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6414, loss_cls: 2.6962, loss: 2.6962, grad_norm: 3.0431 2020-08-03 21:42:43,287 - mmaction - INFO - Epoch [138][3100/3757] lr: 4.449e-02, eta: 4 days, 6:55:15, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6562, loss_cls: 2.6530, loss: 2.6530, grad_norm: 2.9918 2020-08-03 21:42:59,027 - mmaction - INFO - Epoch [138][3120/3757] lr: 4.449e-02, eta: 4 days, 6:54:47, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6477, loss_cls: 2.7007, loss: 2.7007, grad_norm: 3.0191 2020-08-03 21:43:14,797 - mmaction - INFO - Epoch [138][3140/3757] lr: 4.449e-02, eta: 4 days, 6:54:19, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6555, loss_cls: 2.6847, loss: 2.6847, grad_norm: 3.0080 2020-08-03 21:43:30,716 - mmaction - INFO - Epoch [138][3160/3757] lr: 4.449e-02, eta: 4 days, 6:53:53, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6687, loss_cls: 2.6914, loss: 2.6914, grad_norm: 2.9708 2020-08-03 21:43:46,473 - mmaction - INFO - Epoch [138][3180/3757] lr: 4.449e-02, eta: 4 days, 6:53:25, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6523, loss_cls: 2.7096, loss: 2.7096, grad_norm: 2.9681 2020-08-03 21:44:02,363 - mmaction - INFO - Epoch [138][3200/3757] lr: 4.449e-02, eta: 4 days, 6:52:59, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6687, loss_cls: 2.6040, loss: 2.6040, grad_norm: 2.9936 2020-08-03 21:44:18,177 - mmaction - INFO - Epoch [138][3220/3757] lr: 4.449e-02, eta: 4 days, 6:52:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6586, loss_cls: 2.6266, loss: 2.6266, grad_norm: 3.0051 2020-08-03 21:44:34,030 - mmaction - INFO - Epoch [138][3240/3757] lr: 4.449e-02, eta: 4 days, 6:52:05, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6383, loss_cls: 2.7497, loss: 2.7497, grad_norm: 2.9750 2020-08-03 21:44:49,813 - mmaction - INFO - Epoch [138][3260/3757] lr: 4.449e-02, eta: 4 days, 6:51:38, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6625, loss_cls: 2.6636, loss: 2.6636, grad_norm: 3.0443 2020-08-03 21:45:05,663 - mmaction - INFO - Epoch [138][3280/3757] lr: 4.449e-02, eta: 4 days, 6:51:11, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6641, loss_cls: 2.7068, loss: 2.7068, grad_norm: 3.0475 2020-08-03 21:45:21,368 - mmaction - INFO - Epoch [138][3300/3757] lr: 4.449e-02, eta: 4 days, 6:50:42, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6773, loss_cls: 2.5339, loss: 2.5339, grad_norm: 3.0127 2020-08-03 21:45:37,201 - mmaction - INFO - Epoch [138][3320/3757] lr: 4.449e-02, eta: 4 days, 6:50:15, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6375, loss_cls: 2.7772, loss: 2.7772, grad_norm: 3.1122 2020-08-03 21:45:52,973 - mmaction - INFO - Epoch [138][3340/3757] lr: 4.449e-02, eta: 4 days, 6:49:48, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6398, loss_cls: 2.8024, loss: 2.8024, grad_norm: 2.9187 2020-08-03 21:46:08,744 - mmaction - INFO - Epoch [138][3360/3757] lr: 4.449e-02, eta: 4 days, 6:49:20, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6398, loss_cls: 2.7457, loss: 2.7457, grad_norm: 2.9516 2020-08-03 21:46:24,524 - mmaction - INFO - Epoch [138][3380/3757] lr: 4.449e-02, eta: 4 days, 6:48:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6602, loss_cls: 2.6802, loss: 2.6802, grad_norm: 2.9969 2020-08-03 21:46:40,311 - mmaction - INFO - Epoch [138][3400/3757] lr: 4.449e-02, eta: 4 days, 6:48:26, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6383, loss_cls: 2.7379, loss: 2.7379, grad_norm: 3.1391 2020-08-03 21:46:56,061 - mmaction - INFO - Epoch [138][3420/3757] lr: 4.449e-02, eta: 4 days, 6:47:58, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6617, loss_cls: 2.6587, loss: 2.6587, grad_norm: 3.0020 2020-08-03 21:47:11,822 - mmaction - INFO - Epoch [138][3440/3757] lr: 4.449e-02, eta: 4 days, 6:47:30, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6727, loss_cls: 2.5863, loss: 2.5863, grad_norm: 2.9918 2020-08-03 21:47:27,694 - mmaction - INFO - Epoch [138][3460/3757] lr: 4.449e-02, eta: 4 days, 6:47:03, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6250, loss_cls: 2.8052, loss: 2.8052, grad_norm: 3.0681 2020-08-03 21:47:43,537 - mmaction - INFO - Epoch [138][3480/3757] lr: 4.449e-02, eta: 4 days, 6:46:37, time: 0.794, data_time: 0.007, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6539, loss_cls: 2.6855, loss: 2.6855, grad_norm: 2.9222 2020-08-03 21:47:59,659 - mmaction - INFO - Epoch [138][3500/3757] lr: 4.449e-02, eta: 4 days, 6:46:14, time: 0.805, data_time: 0.014, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6570, loss_cls: 2.6487, loss: 2.6487, grad_norm: 3.0318 2020-08-03 21:48:15,358 - mmaction - INFO - Epoch [138][3520/3757] lr: 4.449e-02, eta: 4 days, 6:45:45, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6617, loss_cls: 2.6552, loss: 2.6552, grad_norm: 2.9891 2020-08-03 21:48:31,181 - mmaction - INFO - Epoch [138][3540/3757] lr: 4.449e-02, eta: 4 days, 6:45:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6453, loss_cls: 2.6579, loss: 2.6579, grad_norm: 3.0489 2020-08-03 21:48:46,939 - mmaction - INFO - Epoch [138][3560/3757] lr: 4.449e-02, eta: 4 days, 6:44:51, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6562, loss_cls: 2.6964, loss: 2.6964, grad_norm: 3.0850 2020-08-03 21:49:02,680 - mmaction - INFO - Epoch [138][3580/3757] lr: 4.449e-02, eta: 4 days, 6:44:23, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6531, loss_cls: 2.7241, loss: 2.7241, grad_norm: 3.1111 2020-08-03 21:49:18,558 - mmaction - INFO - Epoch [138][3600/3757] lr: 4.449e-02, eta: 4 days, 6:43:57, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6547, loss_cls: 2.6861, loss: 2.6861, grad_norm: 3.0348 2020-08-03 21:49:34,270 - mmaction - INFO - Epoch [138][3620/3757] lr: 4.449e-02, eta: 4 days, 6:43:29, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6742, loss_cls: 2.5782, loss: 2.5782, grad_norm: 2.9420 2020-08-03 21:49:50,159 - mmaction - INFO - Epoch [138][3640/3757] lr: 4.449e-02, eta: 4 days, 6:43:03, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6359, loss_cls: 2.7715, loss: 2.7715, grad_norm: 2.9976 2020-08-03 21:50:06,087 - mmaction - INFO - Epoch [138][3660/3757] lr: 4.449e-02, eta: 4 days, 6:42:37, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6570, loss_cls: 2.6869, loss: 2.6869, grad_norm: 3.0403 2020-08-03 21:50:21,800 - mmaction - INFO - Epoch [138][3680/3757] lr: 4.449e-02, eta: 4 days, 6:42:09, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6414, loss_cls: 2.7915, loss: 2.7915, grad_norm: 3.0539 2020-08-03 21:50:37,488 - mmaction - INFO - Epoch [138][3700/3757] lr: 4.449e-02, eta: 4 days, 6:41:41, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6453, loss_cls: 2.7365, loss: 2.7365, grad_norm: 3.0088 2020-08-03 21:50:53,284 - mmaction - INFO - Epoch [138][3720/3757] lr: 4.449e-02, eta: 4 days, 6:41:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6664, loss_cls: 2.6392, loss: 2.6392, grad_norm: 2.9036 2020-08-03 21:51:09,142 - mmaction - INFO - Epoch [138][3740/3757] lr: 4.449e-02, eta: 4 days, 6:40:47, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6289, loss_cls: 2.7807, loss: 2.7807, grad_norm: 2.9745 2020-08-03 21:53:46,440 - mmaction - INFO - Epoch [139][20/3757] lr: 4.388e-02, eta: 4 days, 7:01:53, time: 7.039, data_time: 6.204, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6742, loss_cls: 2.5912, loss: 2.5912, grad_norm: 3.0323 2020-08-03 21:54:02,271 - mmaction - INFO - Epoch [139][40/3757] lr: 4.388e-02, eta: 4 days, 7:01:25, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6484, loss_cls: 2.6470, loss: 2.6470, grad_norm: 3.0243 2020-08-03 21:54:18,158 - mmaction - INFO - Epoch [139][60/3757] lr: 4.388e-02, eta: 4 days, 7:00:58, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.7122, loss: 2.7122, grad_norm: 3.0869 2020-08-03 21:54:33,948 - mmaction - INFO - Epoch [139][80/3757] lr: 4.388e-02, eta: 4 days, 7:00:31, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6469, loss_cls: 2.6844, loss: 2.6844, grad_norm: 3.0177 2020-08-03 21:54:49,648 - mmaction - INFO - Epoch [139][100/3757] lr: 4.388e-02, eta: 4 days, 7:00:02, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6477, loss_cls: 2.6872, loss: 2.6872, grad_norm: 3.0630 2020-08-03 21:55:05,480 - mmaction - INFO - Epoch [139][120/3757] lr: 4.388e-02, eta: 4 days, 6:59:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6609, loss_cls: 2.6647, loss: 2.6647, grad_norm: 2.9636 2020-08-03 21:55:21,210 - mmaction - INFO - Epoch [139][140/3757] lr: 4.388e-02, eta: 4 days, 6:59:06, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6570, loss_cls: 2.7352, loss: 2.7352, grad_norm: 3.0307 2020-08-03 21:55:37,017 - mmaction - INFO - Epoch [139][160/3757] lr: 4.388e-02, eta: 4 days, 6:58:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6859, loss_cls: 2.5551, loss: 2.5551, grad_norm: 3.0770 2020-08-03 21:55:52,906 - mmaction - INFO - Epoch [139][180/3757] lr: 4.388e-02, eta: 4 days, 6:58:12, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6734, loss_cls: 2.5961, loss: 2.5961, grad_norm: 3.1431 2020-08-03 21:56:08,586 - mmaction - INFO - Epoch [139][200/3757] lr: 4.388e-02, eta: 4 days, 6:57:43, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6477, loss_cls: 2.6268, loss: 2.6268, grad_norm: 3.0086 2020-08-03 21:56:24,513 - mmaction - INFO - Epoch [139][220/3757] lr: 4.388e-02, eta: 4 days, 6:57:17, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6656, loss_cls: 2.6134, loss: 2.6134, grad_norm: 3.0656 2020-08-03 21:56:40,219 - mmaction - INFO - Epoch [139][240/3757] lr: 4.388e-02, eta: 4 days, 6:56:48, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6391, loss_cls: 2.7592, loss: 2.7592, grad_norm: 3.0582 2020-08-03 21:56:56,125 - mmaction - INFO - Epoch [139][260/3757] lr: 4.388e-02, eta: 4 days, 6:56:22, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6422, loss_cls: 2.6619, loss: 2.6619, grad_norm: 2.9503 2020-08-03 21:57:11,847 - mmaction - INFO - Epoch [139][280/3757] lr: 4.388e-02, eta: 4 days, 6:55:53, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6344, loss_cls: 2.7674, loss: 2.7674, grad_norm: 3.0681 2020-08-03 21:57:27,731 - mmaction - INFO - Epoch [139][300/3757] lr: 4.388e-02, eta: 4 days, 6:55:27, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6531, loss_cls: 2.6883, loss: 2.6883, grad_norm: 3.0109 2020-08-03 21:57:43,410 - mmaction - INFO - Epoch [139][320/3757] lr: 4.388e-02, eta: 4 days, 6:54:58, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6695, loss_cls: 2.5952, loss: 2.5952, grad_norm: 3.0511 2020-08-03 21:57:59,333 - mmaction - INFO - Epoch [139][340/3757] lr: 4.388e-02, eta: 4 days, 6:54:32, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6656, loss_cls: 2.6274, loss: 2.6274, grad_norm: 2.9631 2020-08-03 21:58:15,033 - mmaction - INFO - Epoch [139][360/3757] lr: 4.388e-02, eta: 4 days, 6:54:03, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6539, loss_cls: 2.6657, loss: 2.6657, grad_norm: 3.0545 2020-08-03 21:58:30,938 - mmaction - INFO - Epoch [139][380/3757] lr: 4.388e-02, eta: 4 days, 6:53:36, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6234, loss_cls: 2.8005, loss: 2.8005, grad_norm: 3.0194 2020-08-03 21:58:46,709 - mmaction - INFO - Epoch [139][400/3757] lr: 4.388e-02, eta: 4 days, 6:53:09, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6609, loss_cls: 2.6594, loss: 2.6594, grad_norm: 3.0203 2020-08-03 21:59:02,633 - mmaction - INFO - Epoch [139][420/3757] lr: 4.388e-02, eta: 4 days, 6:52:43, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.7674, loss: 2.7674, grad_norm: 3.0226 2020-08-03 21:59:18,350 - mmaction - INFO - Epoch [139][440/3757] lr: 4.388e-02, eta: 4 days, 6:52:14, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6469, loss_cls: 2.6735, loss: 2.6735, grad_norm: 2.9655 2020-08-03 21:59:34,225 - mmaction - INFO - Epoch [139][460/3757] lr: 4.388e-02, eta: 4 days, 6:51:48, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6508, loss_cls: 2.6489, loss: 2.6489, grad_norm: 3.0558 2020-08-03 21:59:49,938 - mmaction - INFO - Epoch [139][480/3757] lr: 4.388e-02, eta: 4 days, 6:51:19, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6500, loss_cls: 2.6888, loss: 2.6888, grad_norm: 3.0535 2020-08-03 22:00:08,891 - mmaction - INFO - Epoch [139][500/3757] lr: 4.388e-02, eta: 4 days, 6:51:28, time: 0.948, data_time: 0.008, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6609, loss_cls: 2.6602, loss: 2.6602, grad_norm: 3.0885 2020-08-03 22:00:24,617 - mmaction - INFO - Epoch [139][520/3757] lr: 4.388e-02, eta: 4 days, 6:51:00, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6484, loss_cls: 2.6974, loss: 2.6974, grad_norm: 2.9440 2020-08-03 22:00:40,401 - mmaction - INFO - Epoch [139][540/3757] lr: 4.388e-02, eta: 4 days, 6:50:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6602, loss_cls: 2.6564, loss: 2.6564, grad_norm: 3.0142 2020-08-03 22:00:56,120 - mmaction - INFO - Epoch [139][560/3757] lr: 4.388e-02, eta: 4 days, 6:50:04, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6602, loss_cls: 2.6856, loss: 2.6856, grad_norm: 3.0015 2020-08-03 22:01:12,121 - mmaction - INFO - Epoch [139][580/3757] lr: 4.388e-02, eta: 4 days, 6:49:39, time: 0.801, data_time: 0.010, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6656, loss_cls: 2.6093, loss: 2.6093, grad_norm: 2.9239 2020-08-03 22:01:27,823 - mmaction - INFO - Epoch [139][600/3757] lr: 4.388e-02, eta: 4 days, 6:49:10, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6789, loss_cls: 2.6265, loss: 2.6265, grad_norm: 2.9951 2020-08-03 22:01:43,892 - mmaction - INFO - Epoch [139][620/3757] lr: 4.388e-02, eta: 4 days, 6:48:46, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6695, loss_cls: 2.6198, loss: 2.6198, grad_norm: 2.9728 2020-08-03 22:01:59,630 - mmaction - INFO - Epoch [139][640/3757] lr: 4.388e-02, eta: 4 days, 6:48:18, time: 0.787, data_time: 0.006, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6406, loss_cls: 2.7480, loss: 2.7480, grad_norm: 3.0952 2020-08-03 22:02:15,940 - mmaction - INFO - Epoch [139][660/3757] lr: 4.388e-02, eta: 4 days, 6:47:56, time: 0.816, data_time: 0.018, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6344, loss_cls: 2.7211, loss: 2.7211, grad_norm: 3.1156 2020-08-03 22:02:31,745 - mmaction - INFO - Epoch [139][680/3757] lr: 4.388e-02, eta: 4 days, 6:47:29, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6508, loss_cls: 2.6921, loss: 2.6921, grad_norm: 3.0502 2020-08-03 22:02:47,547 - mmaction - INFO - Epoch [139][700/3757] lr: 4.388e-02, eta: 4 days, 6:47:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6578, loss_cls: 2.6892, loss: 2.6892, grad_norm: 3.0644 2020-08-03 22:03:03,281 - mmaction - INFO - Epoch [139][720/3757] lr: 4.388e-02, eta: 4 days, 6:46:34, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6453, loss_cls: 2.6987, loss: 2.6987, grad_norm: 3.0343 2020-08-03 22:03:19,116 - mmaction - INFO - Epoch [139][740/3757] lr: 4.388e-02, eta: 4 days, 6:46:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6516, loss_cls: 2.6562, loss: 2.6562, grad_norm: 2.9713 2020-08-03 22:03:34,876 - mmaction - INFO - Epoch [139][760/3757] lr: 4.388e-02, eta: 4 days, 6:45:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6711, loss_cls: 2.6276, loss: 2.6276, grad_norm: 2.9370 2020-08-03 22:03:50,672 - mmaction - INFO - Epoch [139][780/3757] lr: 4.388e-02, eta: 4 days, 6:45:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.5855, loss: 2.5855, grad_norm: 3.0288 2020-08-03 22:04:06,525 - mmaction - INFO - Epoch [139][800/3757] lr: 4.388e-02, eta: 4 days, 6:44:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6602, loss_cls: 2.6526, loss: 2.6526, grad_norm: 3.0440 2020-08-03 22:04:22,310 - mmaction - INFO - Epoch [139][820/3757] lr: 4.388e-02, eta: 4 days, 6:44:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6586, loss_cls: 2.6261, loss: 2.6261, grad_norm: 2.9890 2020-08-03 22:04:38,228 - mmaction - INFO - Epoch [139][840/3757] lr: 4.388e-02, eta: 4 days, 6:43:51, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6617, loss_cls: 2.5633, loss: 2.5633, grad_norm: 2.9683 2020-08-03 22:04:54,070 - mmaction - INFO - Epoch [139][860/3757] lr: 4.388e-02, eta: 4 days, 6:43:25, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6664, loss_cls: 2.5870, loss: 2.5870, grad_norm: 2.9815 2020-08-03 22:05:09,908 - mmaction - INFO - Epoch [139][880/3757] lr: 4.388e-02, eta: 4 days, 6:42:58, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6508, loss_cls: 2.7259, loss: 2.7259, grad_norm: 3.0143 2020-08-03 22:05:25,736 - mmaction - INFO - Epoch [139][900/3757] lr: 4.388e-02, eta: 4 days, 6:42:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6484, loss_cls: 2.6848, loss: 2.6848, grad_norm: 3.0573 2020-08-03 22:05:41,597 - mmaction - INFO - Epoch [139][920/3757] lr: 4.388e-02, eta: 4 days, 6:42:04, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6297, loss_cls: 2.7525, loss: 2.7525, grad_norm: 3.0205 2020-08-03 22:05:57,328 - mmaction - INFO - Epoch [139][940/3757] lr: 4.388e-02, eta: 4 days, 6:41:36, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6562, loss_cls: 2.6505, loss: 2.6505, grad_norm: 3.0465 2020-08-03 22:06:13,198 - mmaction - INFO - Epoch [139][960/3757] lr: 4.388e-02, eta: 4 days, 6:41:10, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6461, loss_cls: 2.7074, loss: 2.7074, grad_norm: 3.0844 2020-08-03 22:06:28,882 - mmaction - INFO - Epoch [139][980/3757] lr: 4.388e-02, eta: 4 days, 6:40:42, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6672, loss_cls: 2.6157, loss: 2.6157, grad_norm: 2.9678 2020-08-03 22:06:44,662 - mmaction - INFO - Epoch [139][1000/3757] lr: 4.388e-02, eta: 4 days, 6:40:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6766, loss_cls: 2.5602, loss: 2.5602, grad_norm: 3.1089 2020-08-03 22:07:00,435 - mmaction - INFO - Epoch [139][1020/3757] lr: 4.388e-02, eta: 4 days, 6:39:47, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6180, loss_cls: 2.8126, loss: 2.8126, grad_norm: 3.0619 2020-08-03 22:07:16,296 - mmaction - INFO - Epoch [139][1040/3757] lr: 4.388e-02, eta: 4 days, 6:39:20, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6672, loss_cls: 2.6658, loss: 2.6658, grad_norm: 3.0028 2020-08-03 22:07:31,961 - mmaction - INFO - Epoch [139][1060/3757] lr: 4.388e-02, eta: 4 days, 6:38:52, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6523, loss_cls: 2.6403, loss: 2.6403, grad_norm: 3.0681 2020-08-03 22:07:47,793 - mmaction - INFO - Epoch [139][1080/3757] lr: 4.388e-02, eta: 4 days, 6:38:25, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6547, loss_cls: 2.6791, loss: 2.6791, grad_norm: 3.0273 2020-08-03 22:08:03,606 - mmaction - INFO - Epoch [139][1100/3757] lr: 4.388e-02, eta: 4 days, 6:37:58, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6687, loss_cls: 2.6052, loss: 2.6052, grad_norm: 2.9655 2020-08-03 22:08:19,434 - mmaction - INFO - Epoch [139][1120/3757] lr: 4.388e-02, eta: 4 days, 6:37:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6250, loss_cls: 2.8202, loss: 2.8202, grad_norm: 3.0700 2020-08-03 22:08:35,168 - mmaction - INFO - Epoch [139][1140/3757] lr: 4.388e-02, eta: 4 days, 6:37:03, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6445, loss_cls: 2.6998, loss: 2.6998, grad_norm: 3.0947 2020-08-03 22:08:51,023 - mmaction - INFO - Epoch [139][1160/3757] lr: 4.388e-02, eta: 4 days, 6:36:37, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6633, loss_cls: 2.6244, loss: 2.6244, grad_norm: 3.0836 2020-08-03 22:09:06,759 - mmaction - INFO - Epoch [139][1180/3757] lr: 4.388e-02, eta: 4 days, 6:36:08, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6469, loss_cls: 2.7127, loss: 2.7127, grad_norm: 3.0304 2020-08-03 22:09:22,649 - mmaction - INFO - Epoch [139][1200/3757] lr: 4.388e-02, eta: 4 days, 6:35:43, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6641, loss_cls: 2.6441, loss: 2.6441, grad_norm: 3.0182 2020-08-03 22:09:38,378 - mmaction - INFO - Epoch [139][1220/3757] lr: 4.388e-02, eta: 4 days, 6:35:15, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6406, loss_cls: 2.7455, loss: 2.7455, grad_norm: 3.0841 2020-08-03 22:09:54,235 - mmaction - INFO - Epoch [139][1240/3757] lr: 4.388e-02, eta: 4 days, 6:34:49, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6555, loss_cls: 2.7039, loss: 2.7039, grad_norm: 3.0375 2020-08-03 22:10:09,972 - mmaction - INFO - Epoch [139][1260/3757] lr: 4.388e-02, eta: 4 days, 6:34:20, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6508, loss_cls: 2.6703, loss: 2.6703, grad_norm: 3.0127 2020-08-03 22:10:25,864 - mmaction - INFO - Epoch [139][1280/3757] lr: 4.388e-02, eta: 4 days, 6:33:54, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6531, loss_cls: 2.6100, loss: 2.6100, grad_norm: 2.9539 2020-08-03 22:10:41,509 - mmaction - INFO - Epoch [139][1300/3757] lr: 4.388e-02, eta: 4 days, 6:33:26, time: 0.784, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6547, loss_cls: 2.6865, loss: 2.6865, grad_norm: 2.9690 2020-08-03 22:10:57,334 - mmaction - INFO - Epoch [139][1320/3757] lr: 4.388e-02, eta: 4 days, 6:32:59, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6609, loss_cls: 2.6210, loss: 2.6210, grad_norm: 3.0003 2020-08-03 22:11:13,042 - mmaction - INFO - Epoch [139][1340/3757] lr: 4.388e-02, eta: 4 days, 6:32:31, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6562, loss_cls: 2.6455, loss: 2.6455, grad_norm: 3.0230 2020-08-03 22:11:28,801 - mmaction - INFO - Epoch [139][1360/3757] lr: 4.388e-02, eta: 4 days, 6:32:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3617, top5_acc: 0.6336, loss_cls: 2.7848, loss: 2.7848, grad_norm: 3.0815 2020-08-03 22:11:44,473 - mmaction - INFO - Epoch [139][1380/3757] lr: 4.388e-02, eta: 4 days, 6:31:35, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6609, loss_cls: 2.6492, loss: 2.6492, grad_norm: 3.0387 2020-08-03 22:12:00,308 - mmaction - INFO - Epoch [139][1400/3757] lr: 4.388e-02, eta: 4 days, 6:31:09, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6664, loss_cls: 2.6936, loss: 2.6936, grad_norm: 3.0020 2020-08-03 22:12:16,134 - mmaction - INFO - Epoch [139][1420/3757] lr: 4.388e-02, eta: 4 days, 6:30:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6531, loss_cls: 2.6708, loss: 2.6708, grad_norm: 3.0368 2020-08-03 22:12:31,920 - mmaction - INFO - Epoch [139][1440/3757] lr: 4.388e-02, eta: 4 days, 6:30:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6367, loss_cls: 2.7584, loss: 2.7584, grad_norm: 2.9460 2020-08-03 22:12:47,767 - mmaction - INFO - Epoch [139][1460/3757] lr: 4.388e-02, eta: 4 days, 6:29:49, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6492, loss_cls: 2.6907, loss: 2.6907, grad_norm: 3.0358 2020-08-03 22:13:03,488 - mmaction - INFO - Epoch [139][1480/3757] lr: 4.388e-02, eta: 4 days, 6:29:21, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6344, loss_cls: 2.7536, loss: 2.7536, grad_norm: 3.0514 2020-08-03 22:13:19,371 - mmaction - INFO - Epoch [139][1500/3757] lr: 4.388e-02, eta: 4 days, 6:28:55, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6312, loss_cls: 2.7497, loss: 2.7497, grad_norm: 2.9626 2020-08-03 22:13:35,077 - mmaction - INFO - Epoch [139][1520/3757] lr: 4.388e-02, eta: 4 days, 6:28:27, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6648, loss_cls: 2.6571, loss: 2.6571, grad_norm: 3.0477 2020-08-03 22:13:50,910 - mmaction - INFO - Epoch [139][1540/3757] lr: 4.388e-02, eta: 4 days, 6:28:01, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6672, loss_cls: 2.6430, loss: 2.6430, grad_norm: 3.0446 2020-08-03 22:14:06,669 - mmaction - INFO - Epoch [139][1560/3757] lr: 4.388e-02, eta: 4 days, 6:27:33, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6727, loss_cls: 2.6000, loss: 2.6000, grad_norm: 3.0170 2020-08-03 22:14:22,453 - mmaction - INFO - Epoch [139][1580/3757] lr: 4.388e-02, eta: 4 days, 6:27:06, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6656, loss_cls: 2.6652, loss: 2.6652, grad_norm: 3.0489 2020-08-03 22:14:38,203 - mmaction - INFO - Epoch [139][1600/3757] lr: 4.388e-02, eta: 4 days, 6:26:39, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6516, loss_cls: 2.6912, loss: 2.6912, grad_norm: 3.0543 2020-08-03 22:14:53,955 - mmaction - INFO - Epoch [139][1620/3757] lr: 4.388e-02, eta: 4 days, 6:26:12, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6602, loss_cls: 2.7437, loss: 2.7437, grad_norm: 3.0988 2020-08-03 22:15:09,737 - mmaction - INFO - Epoch [139][1640/3757] lr: 4.388e-02, eta: 4 days, 6:25:44, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6477, loss_cls: 2.7121, loss: 2.7121, grad_norm: 3.0296 2020-08-03 22:15:25,477 - mmaction - INFO - Epoch [139][1660/3757] lr: 4.388e-02, eta: 4 days, 6:25:17, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6508, loss_cls: 2.7373, loss: 2.7373, grad_norm: 2.9181 2020-08-03 22:15:41,238 - mmaction - INFO - Epoch [139][1680/3757] lr: 4.388e-02, eta: 4 days, 6:24:50, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6727, loss_cls: 2.6306, loss: 2.6306, grad_norm: 3.0371 2020-08-03 22:15:57,116 - mmaction - INFO - Epoch [139][1700/3757] lr: 4.388e-02, eta: 4 days, 6:24:24, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6492, loss_cls: 2.7081, loss: 2.7081, grad_norm: 3.0328 2020-08-03 22:16:12,924 - mmaction - INFO - Epoch [139][1720/3757] lr: 4.388e-02, eta: 4 days, 6:23:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6383, loss_cls: 2.7182, loss: 2.7182, grad_norm: 3.0292 2020-08-03 22:16:28,733 - mmaction - INFO - Epoch [139][1740/3757] lr: 4.388e-02, eta: 4 days, 6:23:30, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6789, loss_cls: 2.6034, loss: 2.6034, grad_norm: 3.0035 2020-08-03 22:16:44,498 - mmaction - INFO - Epoch [139][1760/3757] lr: 4.388e-02, eta: 4 days, 6:23:03, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6336, loss_cls: 2.7443, loss: 2.7443, grad_norm: 3.0959 2020-08-03 22:17:00,287 - mmaction - INFO - Epoch [139][1780/3757] lr: 4.388e-02, eta: 4 days, 6:22:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6406, loss_cls: 2.7628, loss: 2.7628, grad_norm: 2.9645 2020-08-03 22:17:16,113 - mmaction - INFO - Epoch [139][1800/3757] lr: 4.388e-02, eta: 4 days, 6:22:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6984, loss_cls: 2.5198, loss: 2.5198, grad_norm: 2.9639 2020-08-03 22:17:31,907 - mmaction - INFO - Epoch [139][1820/3757] lr: 4.388e-02, eta: 4 days, 6:21:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6375, loss_cls: 2.7410, loss: 2.7410, grad_norm: 3.0547 2020-08-03 22:17:47,653 - mmaction - INFO - Epoch [139][1840/3757] lr: 4.388e-02, eta: 4 days, 6:21:16, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6734, loss_cls: 2.6180, loss: 2.6180, grad_norm: 2.9755 2020-08-03 22:18:03,377 - mmaction - INFO - Epoch [139][1860/3757] lr: 4.388e-02, eta: 4 days, 6:20:49, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6516, loss_cls: 2.6892, loss: 2.6892, grad_norm: 3.0241 2020-08-03 22:18:19,133 - mmaction - INFO - Epoch [139][1880/3757] lr: 4.388e-02, eta: 4 days, 6:20:21, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6422, loss_cls: 2.7187, loss: 2.7187, grad_norm: 2.9813 2020-08-03 22:18:34,990 - mmaction - INFO - Epoch [139][1900/3757] lr: 4.388e-02, eta: 4 days, 6:19:55, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6430, loss_cls: 2.6913, loss: 2.6913, grad_norm: 2.9521 2020-08-03 22:18:50,843 - mmaction - INFO - Epoch [139][1920/3757] lr: 4.388e-02, eta: 4 days, 6:19:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6477, loss_cls: 2.7275, loss: 2.7275, grad_norm: 3.0146 2020-08-03 22:19:06,643 - mmaction - INFO - Epoch [139][1940/3757] lr: 4.388e-02, eta: 4 days, 6:19:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6344, loss_cls: 2.7745, loss: 2.7745, grad_norm: 2.9703 2020-08-03 22:19:22,423 - mmaction - INFO - Epoch [139][1960/3757] lr: 4.388e-02, eta: 4 days, 6:18:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6602, loss_cls: 2.6392, loss: 2.6392, grad_norm: 2.9385 2020-08-03 22:19:38,207 - mmaction - INFO - Epoch [139][1980/3757] lr: 4.388e-02, eta: 4 days, 6:18:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6461, loss_cls: 2.6751, loss: 2.6751, grad_norm: 2.9655 2020-08-03 22:19:54,000 - mmaction - INFO - Epoch [139][2000/3757] lr: 4.388e-02, eta: 4 days, 6:17:42, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6609, loss_cls: 2.6656, loss: 2.6656, grad_norm: 3.0448 2020-08-03 22:20:09,769 - mmaction - INFO - Epoch [139][2020/3757] lr: 4.388e-02, eta: 4 days, 6:17:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6625, loss_cls: 2.5882, loss: 2.5882, grad_norm: 2.9845 2020-08-03 22:20:25,682 - mmaction - INFO - Epoch [139][2040/3757] lr: 4.388e-02, eta: 4 days, 6:16:50, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6531, loss_cls: 2.6974, loss: 2.6974, grad_norm: 3.0721 2020-08-03 22:20:41,444 - mmaction - INFO - Epoch [139][2060/3757] lr: 4.388e-02, eta: 4 days, 6:16:23, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6625, loss_cls: 2.6743, loss: 2.6743, grad_norm: 3.0691 2020-08-03 22:20:57,188 - mmaction - INFO - Epoch [139][2080/3757] lr: 4.388e-02, eta: 4 days, 6:15:56, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6312, loss_cls: 2.6724, loss: 2.6724, grad_norm: 2.9978 2020-08-03 22:21:12,876 - mmaction - INFO - Epoch [139][2100/3757] lr: 4.388e-02, eta: 4 days, 6:15:28, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3672, top5_acc: 0.6414, loss_cls: 2.7986, loss: 2.7986, grad_norm: 3.0444 2020-08-03 22:21:28,650 - mmaction - INFO - Epoch [139][2120/3757] lr: 4.388e-02, eta: 4 days, 6:15:01, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6625, loss_cls: 2.6632, loss: 2.6632, grad_norm: 3.0124 2020-08-03 22:21:44,513 - mmaction - INFO - Epoch [139][2140/3757] lr: 4.388e-02, eta: 4 days, 6:14:35, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6664, loss_cls: 2.6467, loss: 2.6467, grad_norm: 2.9836 2020-08-03 22:22:00,221 - mmaction - INFO - Epoch [139][2160/3757] lr: 4.388e-02, eta: 4 days, 6:14:08, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6242, loss_cls: 2.7706, loss: 2.7706, grad_norm: 3.0109 2020-08-03 22:22:15,934 - mmaction - INFO - Epoch [139][2180/3757] lr: 4.388e-02, eta: 4 days, 6:13:40, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6398, loss_cls: 2.8019, loss: 2.8019, grad_norm: 2.9959 2020-08-03 22:22:31,614 - mmaction - INFO - Epoch [139][2200/3757] lr: 4.388e-02, eta: 4 days, 6:13:12, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6609, loss_cls: 2.5478, loss: 2.5478, grad_norm: 2.8845 2020-08-03 22:22:47,377 - mmaction - INFO - Epoch [139][2220/3757] lr: 4.388e-02, eta: 4 days, 6:12:46, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6859, loss_cls: 2.5707, loss: 2.5707, grad_norm: 3.0818 2020-08-03 22:23:03,167 - mmaction - INFO - Epoch [139][2240/3757] lr: 4.388e-02, eta: 4 days, 6:12:19, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6438, loss_cls: 2.7668, loss: 2.7668, grad_norm: 2.9714 2020-08-03 22:23:18,914 - mmaction - INFO - Epoch [139][2260/3757] lr: 4.388e-02, eta: 4 days, 6:11:52, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6672, loss_cls: 2.6291, loss: 2.6291, grad_norm: 2.9125 2020-08-03 22:23:34,683 - mmaction - INFO - Epoch [139][2280/3757] lr: 4.388e-02, eta: 4 days, 6:11:25, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6641, loss_cls: 2.6018, loss: 2.6018, grad_norm: 2.9672 2020-08-03 22:23:50,503 - mmaction - INFO - Epoch [139][2300/3757] lr: 4.388e-02, eta: 4 days, 6:10:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6664, loss_cls: 2.6136, loss: 2.6136, grad_norm: 3.0077 2020-08-03 22:24:06,286 - mmaction - INFO - Epoch [139][2320/3757] lr: 4.388e-02, eta: 4 days, 6:10:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6555, loss_cls: 2.6852, loss: 2.6852, grad_norm: 3.1038 2020-08-03 22:24:22,052 - mmaction - INFO - Epoch [139][2340/3757] lr: 4.388e-02, eta: 4 days, 6:10:05, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6398, loss_cls: 2.6803, loss: 2.6803, grad_norm: 2.9715 2020-08-03 22:24:37,817 - mmaction - INFO - Epoch [139][2360/3757] lr: 4.388e-02, eta: 4 days, 6:09:39, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6539, loss_cls: 2.6617, loss: 2.6617, grad_norm: 2.9724 2020-08-03 22:24:53,628 - mmaction - INFO - Epoch [139][2380/3757] lr: 4.388e-02, eta: 4 days, 6:09:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6602, loss_cls: 2.6537, loss: 2.6537, grad_norm: 3.0742 2020-08-03 22:25:09,396 - mmaction - INFO - Epoch [139][2400/3757] lr: 4.388e-02, eta: 4 days, 6:08:46, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6438, loss_cls: 2.6433, loss: 2.6433, grad_norm: 2.9971 2020-08-03 22:25:25,175 - mmaction - INFO - Epoch [139][2420/3757] lr: 4.388e-02, eta: 4 days, 6:08:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6500, loss_cls: 2.7008, loss: 2.7008, grad_norm: 3.0312 2020-08-03 22:25:40,911 - mmaction - INFO - Epoch [139][2440/3757] lr: 4.388e-02, eta: 4 days, 6:07:52, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6445, loss_cls: 2.7534, loss: 2.7534, grad_norm: 2.9925 2020-08-03 22:25:56,708 - mmaction - INFO - Epoch [139][2460/3757] lr: 4.388e-02, eta: 4 days, 6:07:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6539, loss_cls: 2.6479, loss: 2.6479, grad_norm: 2.9544 2020-08-03 22:26:12,481 - mmaction - INFO - Epoch [139][2480/3757] lr: 4.388e-02, eta: 4 days, 6:06:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6398, loss_cls: 2.7296, loss: 2.7296, grad_norm: 3.0061 2020-08-03 22:26:28,308 - mmaction - INFO - Epoch [139][2500/3757] lr: 4.388e-02, eta: 4 days, 6:06:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6438, loss_cls: 2.6704, loss: 2.6704, grad_norm: 2.9793 2020-08-03 22:26:44,094 - mmaction - INFO - Epoch [139][2520/3757] lr: 4.388e-02, eta: 4 days, 6:06:06, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6734, loss_cls: 2.5388, loss: 2.5388, grad_norm: 2.9916 2020-08-03 22:26:59,882 - mmaction - INFO - Epoch [139][2540/3757] lr: 4.388e-02, eta: 4 days, 6:05:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6555, loss_cls: 2.6867, loss: 2.6867, grad_norm: 2.9847 2020-08-03 22:27:15,657 - mmaction - INFO - Epoch [139][2560/3757] lr: 4.388e-02, eta: 4 days, 6:05:13, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6578, loss_cls: 2.6098, loss: 2.6098, grad_norm: 2.9773 2020-08-03 22:27:31,354 - mmaction - INFO - Epoch [139][2580/3757] lr: 4.388e-02, eta: 4 days, 6:04:46, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6109, loss_cls: 2.8273, loss: 2.8273, grad_norm: 3.0354 2020-08-03 22:27:47,210 - mmaction - INFO - Epoch [139][2600/3757] lr: 4.388e-02, eta: 4 days, 6:04:20, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6414, loss_cls: 2.7370, loss: 2.7370, grad_norm: 2.9932 2020-08-03 22:28:03,007 - mmaction - INFO - Epoch [139][2620/3757] lr: 4.388e-02, eta: 4 days, 6:03:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6516, loss_cls: 2.7037, loss: 2.7037, grad_norm: 3.0425 2020-08-03 22:28:18,851 - mmaction - INFO - Epoch [139][2640/3757] lr: 4.388e-02, eta: 4 days, 6:03:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6445, loss_cls: 2.6785, loss: 2.6785, grad_norm: 3.0071 2020-08-03 22:28:34,642 - mmaction - INFO - Epoch [139][2660/3757] lr: 4.388e-02, eta: 4 days, 6:03:02, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6461, loss_cls: 2.7262, loss: 2.7262, grad_norm: 2.9976 2020-08-03 22:28:50,435 - mmaction - INFO - Epoch [139][2680/3757] lr: 4.388e-02, eta: 4 days, 6:02:35, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6227, loss_cls: 2.8031, loss: 2.8031, grad_norm: 3.0258 2020-08-03 22:29:06,367 - mmaction - INFO - Epoch [139][2700/3757] lr: 4.388e-02, eta: 4 days, 6:02:11, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6453, loss_cls: 2.7452, loss: 2.7452, grad_norm: 3.0607 2020-08-03 22:29:22,221 - mmaction - INFO - Epoch [139][2720/3757] lr: 4.388e-02, eta: 4 days, 6:01:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6516, loss_cls: 2.6853, loss: 2.6853, grad_norm: 2.9783 2020-08-03 22:29:38,069 - mmaction - INFO - Epoch [139][2740/3757] lr: 4.388e-02, eta: 4 days, 6:01:19, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6586, loss_cls: 2.6514, loss: 2.6514, grad_norm: 3.0285 2020-08-03 22:29:54,023 - mmaction - INFO - Epoch [139][2760/3757] lr: 4.388e-02, eta: 4 days, 6:00:55, time: 0.798, data_time: 0.009, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6555, loss_cls: 2.6924, loss: 2.6924, grad_norm: 3.0224 2020-08-03 22:30:09,855 - mmaction - INFO - Epoch [139][2780/3757] lr: 4.388e-02, eta: 4 days, 6:00:29, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6336, loss_cls: 2.7890, loss: 2.7890, grad_norm: 3.0528 2020-08-03 22:30:25,692 - mmaction - INFO - Epoch [139][2800/3757] lr: 4.388e-02, eta: 4 days, 6:00:03, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6523, loss_cls: 2.7146, loss: 2.7146, grad_norm: 3.0137 2020-08-03 22:30:41,468 - mmaction - INFO - Epoch [139][2820/3757] lr: 4.388e-02, eta: 4 days, 5:59:37, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6500, loss_cls: 2.7114, loss: 2.7114, grad_norm: 2.9355 2020-08-03 22:30:57,224 - mmaction - INFO - Epoch [139][2840/3757] lr: 4.388e-02, eta: 4 days, 5:59:10, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6312, loss_cls: 2.7411, loss: 2.7411, grad_norm: 2.9500 2020-08-03 22:31:13,007 - mmaction - INFO - Epoch [139][2860/3757] lr: 4.388e-02, eta: 4 days, 5:58:44, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6398, loss_cls: 2.7236, loss: 2.7236, grad_norm: 2.9979 2020-08-03 22:31:28,930 - mmaction - INFO - Epoch [139][2880/3757] lr: 4.388e-02, eta: 4 days, 5:58:19, time: 0.796, data_time: 0.012, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6570, loss_cls: 2.6328, loss: 2.6328, grad_norm: 2.9763 2020-08-03 22:31:44,783 - mmaction - INFO - Epoch [139][2900/3757] lr: 4.388e-02, eta: 4 days, 5:57:53, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6414, loss_cls: 2.7410, loss: 2.7410, grad_norm: 3.0387 2020-08-03 22:32:00,542 - mmaction - INFO - Epoch [139][2920/3757] lr: 4.388e-02, eta: 4 days, 5:57:27, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6406, loss_cls: 2.6983, loss: 2.6983, grad_norm: 3.0536 2020-08-03 22:32:16,463 - mmaction - INFO - Epoch [139][2940/3757] lr: 4.388e-02, eta: 4 days, 5:57:02, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6492, loss_cls: 2.7337, loss: 2.7337, grad_norm: 3.0297 2020-08-03 22:32:32,268 - mmaction - INFO - Epoch [139][2960/3757] lr: 4.388e-02, eta: 4 days, 5:56:36, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6484, loss_cls: 2.7226, loss: 2.7226, grad_norm: 3.0184 2020-08-03 22:32:48,066 - mmaction - INFO - Epoch [139][2980/3757] lr: 4.388e-02, eta: 4 days, 5:56:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6430, loss_cls: 2.6517, loss: 2.6517, grad_norm: 2.9660 2020-08-03 22:33:03,872 - mmaction - INFO - Epoch [139][3000/3757] lr: 4.388e-02, eta: 4 days, 5:55:44, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6586, loss_cls: 2.6552, loss: 2.6552, grad_norm: 2.9493 2020-08-03 22:33:19,632 - mmaction - INFO - Epoch [139][3020/3757] lr: 4.388e-02, eta: 4 days, 5:55:17, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6695, loss_cls: 2.5758, loss: 2.5758, grad_norm: 3.0035 2020-08-03 22:33:35,373 - mmaction - INFO - Epoch [139][3040/3757] lr: 4.388e-02, eta: 4 days, 5:54:51, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6672, loss_cls: 2.5815, loss: 2.5815, grad_norm: 3.0753 2020-08-03 22:33:51,132 - mmaction - INFO - Epoch [139][3060/3757] lr: 4.388e-02, eta: 4 days, 5:54:24, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6250, loss_cls: 2.7768, loss: 2.7768, grad_norm: 3.0614 2020-08-03 22:34:06,951 - mmaction - INFO - Epoch [139][3080/3757] lr: 4.388e-02, eta: 4 days, 5:53:58, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6500, loss_cls: 2.7301, loss: 2.7301, grad_norm: 2.9855 2020-08-03 22:34:22,758 - mmaction - INFO - Epoch [139][3100/3757] lr: 4.388e-02, eta: 4 days, 5:53:32, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6328, loss_cls: 2.7440, loss: 2.7440, grad_norm: 3.0197 2020-08-03 22:34:38,674 - mmaction - INFO - Epoch [139][3120/3757] lr: 4.388e-02, eta: 4 days, 5:53:07, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6547, loss_cls: 2.6534, loss: 2.6534, grad_norm: 3.0317 2020-08-03 22:34:54,478 - mmaction - INFO - Epoch [139][3140/3757] lr: 4.388e-02, eta: 4 days, 5:52:42, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6539, loss_cls: 2.6532, loss: 2.6532, grad_norm: 3.0747 2020-08-03 22:35:10,278 - mmaction - INFO - Epoch [139][3160/3757] lr: 4.388e-02, eta: 4 days, 5:52:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6273, loss_cls: 2.7463, loss: 2.7463, grad_norm: 2.9072 2020-08-03 22:35:26,071 - mmaction - INFO - Epoch [139][3180/3757] lr: 4.388e-02, eta: 4 days, 5:51:49, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6469, loss_cls: 2.6438, loss: 2.6438, grad_norm: 2.9762 2020-08-03 22:35:41,914 - mmaction - INFO - Epoch [139][3200/3757] lr: 4.388e-02, eta: 4 days, 5:51:24, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6391, loss_cls: 2.6888, loss: 2.6888, grad_norm: 3.0544 2020-08-03 22:35:57,561 - mmaction - INFO - Epoch [139][3220/3757] lr: 4.388e-02, eta: 4 days, 5:50:56, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6500, loss_cls: 2.7384, loss: 2.7384, grad_norm: 3.0244 2020-08-03 22:36:13,424 - mmaction - INFO - Epoch [139][3240/3757] lr: 4.388e-02, eta: 4 days, 5:50:31, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6633, loss_cls: 2.6836, loss: 2.6836, grad_norm: 3.0909 2020-08-03 22:36:29,249 - mmaction - INFO - Epoch [139][3260/3757] lr: 4.388e-02, eta: 4 days, 5:50:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6336, loss_cls: 2.8031, loss: 2.8031, grad_norm: 3.0804 2020-08-03 22:36:45,050 - mmaction - INFO - Epoch [139][3280/3757] lr: 4.388e-02, eta: 4 days, 5:49:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6375, loss_cls: 2.7854, loss: 2.7854, grad_norm: 3.0903 2020-08-03 22:37:00,829 - mmaction - INFO - Epoch [139][3300/3757] lr: 4.388e-02, eta: 4 days, 5:49:13, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6250, loss_cls: 2.7825, loss: 2.7825, grad_norm: 2.9806 2020-08-03 22:37:16,610 - mmaction - INFO - Epoch [139][3320/3757] lr: 4.388e-02, eta: 4 days, 5:48:47, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6523, loss_cls: 2.6655, loss: 2.6655, grad_norm: 2.9762 2020-08-03 22:37:32,432 - mmaction - INFO - Epoch [139][3340/3757] lr: 4.388e-02, eta: 4 days, 5:48:21, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6609, loss_cls: 2.6251, loss: 2.6251, grad_norm: 3.0353 2020-08-03 22:37:48,302 - mmaction - INFO - Epoch [139][3360/3757] lr: 4.388e-02, eta: 4 days, 5:47:56, time: 0.793, data_time: 0.008, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6562, loss_cls: 2.6391, loss: 2.6391, grad_norm: 3.0452 2020-08-03 22:38:04,163 - mmaction - INFO - Epoch [139][3380/3757] lr: 4.388e-02, eta: 4 days, 5:47:31, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6695, loss_cls: 2.6007, loss: 2.6007, grad_norm: 3.0150 2020-08-03 22:38:19,932 - mmaction - INFO - Epoch [139][3400/3757] lr: 4.388e-02, eta: 4 days, 5:47:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6711, loss_cls: 2.6221, loss: 2.6221, grad_norm: 3.0652 2020-08-03 22:38:35,664 - mmaction - INFO - Epoch [139][3420/3757] lr: 4.388e-02, eta: 4 days, 5:46:38, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6547, loss_cls: 2.6528, loss: 2.6528, grad_norm: 2.9712 2020-08-03 22:38:51,464 - mmaction - INFO - Epoch [139][3440/3757] lr: 4.388e-02, eta: 4 days, 5:46:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6391, loss_cls: 2.7236, loss: 2.7236, grad_norm: 3.0516 2020-08-03 22:39:07,243 - mmaction - INFO - Epoch [139][3460/3757] lr: 4.388e-02, eta: 4 days, 5:45:46, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6500, loss_cls: 2.6681, loss: 2.6681, grad_norm: 2.9798 2020-08-03 22:39:23,056 - mmaction - INFO - Epoch [139][3480/3757] lr: 4.388e-02, eta: 4 days, 5:45:21, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6664, loss_cls: 2.6470, loss: 2.6470, grad_norm: 3.0790 2020-08-03 22:39:38,814 - mmaction - INFO - Epoch [139][3500/3757] lr: 4.388e-02, eta: 4 days, 5:44:54, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6492, loss_cls: 2.6722, loss: 2.6722, grad_norm: 3.0883 2020-08-03 22:39:54,600 - mmaction - INFO - Epoch [139][3520/3757] lr: 4.388e-02, eta: 4 days, 5:44:28, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6695, loss_cls: 2.6084, loss: 2.6084, grad_norm: 3.0184 2020-08-03 22:40:10,410 - mmaction - INFO - Epoch [139][3540/3757] lr: 4.388e-02, eta: 4 days, 5:44:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6570, loss_cls: 2.5708, loss: 2.5708, grad_norm: 2.9123 2020-08-03 22:40:26,268 - mmaction - INFO - Epoch [139][3560/3757] lr: 4.388e-02, eta: 4 days, 5:43:37, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6687, loss_cls: 2.6439, loss: 2.6439, grad_norm: 3.0457 2020-08-03 22:40:42,073 - mmaction - INFO - Epoch [139][3580/3757] lr: 4.388e-02, eta: 4 days, 5:43:12, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6727, loss_cls: 2.6031, loss: 2.6031, grad_norm: 3.1074 2020-08-03 22:40:57,889 - mmaction - INFO - Epoch [139][3600/3757] lr: 4.388e-02, eta: 4 days, 5:42:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6492, loss_cls: 2.6715, loss: 2.6715, grad_norm: 2.9677 2020-08-03 22:41:13,651 - mmaction - INFO - Epoch [139][3620/3757] lr: 4.388e-02, eta: 4 days, 5:42:20, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6664, loss_cls: 2.5828, loss: 2.5828, grad_norm: 2.9655 2020-08-03 22:41:29,448 - mmaction - INFO - Epoch [139][3640/3757] lr: 4.388e-02, eta: 4 days, 5:41:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6492, loss_cls: 2.7293, loss: 2.7293, grad_norm: 3.0792 2020-08-03 22:41:45,274 - mmaction - INFO - Epoch [139][3660/3757] lr: 4.388e-02, eta: 4 days, 5:41:29, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6430, loss_cls: 2.6984, loss: 2.6984, grad_norm: 3.0289 2020-08-03 22:42:01,062 - mmaction - INFO - Epoch [139][3680/3757] lr: 4.388e-02, eta: 4 days, 5:41:03, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6648, loss_cls: 2.6528, loss: 2.6528, grad_norm: 2.9436 2020-08-03 22:42:16,790 - mmaction - INFO - Epoch [139][3700/3757] lr: 4.388e-02, eta: 4 days, 5:40:36, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6734, loss_cls: 2.5508, loss: 2.5508, grad_norm: 2.9571 2020-08-03 22:42:32,647 - mmaction - INFO - Epoch [139][3720/3757] lr: 4.388e-02, eta: 4 days, 5:40:11, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6477, loss_cls: 2.7458, loss: 2.7458, grad_norm: 3.0697 2020-08-03 22:42:48,430 - mmaction - INFO - Epoch [139][3740/3757] lr: 4.388e-02, eta: 4 days, 5:39:45, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6508, loss_cls: 2.7678, loss: 2.7678, grad_norm: 3.1182 2020-08-03 22:45:55,348 - mmaction - INFO - Epoch [140][20/3757] lr: 4.327e-02, eta: 4 days, 6:02:52, time: 8.207, data_time: 7.394, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6750, loss_cls: 2.6394, loss: 2.6394, grad_norm: 2.9671 2020-08-03 22:46:11,142 - mmaction - INFO - Epoch [140][40/3757] lr: 4.327e-02, eta: 4 days, 6:02:25, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6500, loss_cls: 2.6893, loss: 2.6893, grad_norm: 3.1036 2020-08-03 22:46:26,857 - mmaction - INFO - Epoch [140][60/3757] lr: 4.327e-02, eta: 4 days, 6:01:58, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6828, loss_cls: 2.5437, loss: 2.5437, grad_norm: 3.0218 2020-08-03 22:46:42,672 - mmaction - INFO - Epoch [140][80/3757] lr: 4.327e-02, eta: 4 days, 6:01:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6617, loss_cls: 2.6877, loss: 2.6877, grad_norm: 2.9372 2020-08-03 22:46:58,447 - mmaction - INFO - Epoch [140][100/3757] lr: 4.327e-02, eta: 4 days, 6:01:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6648, loss_cls: 2.5730, loss: 2.5730, grad_norm: 2.9432 2020-08-03 22:47:14,300 - mmaction - INFO - Epoch [140][120/3757] lr: 4.327e-02, eta: 4 days, 6:00:39, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6406, loss_cls: 2.7397, loss: 2.7397, grad_norm: 3.0121 2020-08-03 22:47:30,008 - mmaction - INFO - Epoch [140][140/3757] lr: 4.327e-02, eta: 4 days, 6:00:12, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6445, loss_cls: 2.6754, loss: 2.6754, grad_norm: 2.9780 2020-08-03 22:47:45,908 - mmaction - INFO - Epoch [140][160/3757] lr: 4.327e-02, eta: 4 days, 5:59:46, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6664, loss_cls: 2.6129, loss: 2.6129, grad_norm: 3.0071 2020-08-03 22:48:01,626 - mmaction - INFO - Epoch [140][180/3757] lr: 4.327e-02, eta: 4 days, 5:59:19, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6477, loss_cls: 2.7489, loss: 2.7489, grad_norm: 3.2063 2020-08-03 22:48:17,512 - mmaction - INFO - Epoch [140][200/3757] lr: 4.327e-02, eta: 4 days, 5:58:54, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6461, loss_cls: 2.6690, loss: 2.6690, grad_norm: 3.0365 2020-08-03 22:48:33,215 - mmaction - INFO - Epoch [140][220/3757] lr: 4.327e-02, eta: 4 days, 5:58:26, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6609, loss_cls: 2.5751, loss: 2.5751, grad_norm: 2.8983 2020-08-03 22:48:49,133 - mmaction - INFO - Epoch [140][240/3757] lr: 4.327e-02, eta: 4 days, 5:58:01, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6477, loss_cls: 2.6478, loss: 2.6478, grad_norm: 3.0837 2020-08-03 22:49:04,914 - mmaction - INFO - Epoch [140][260/3757] lr: 4.327e-02, eta: 4 days, 5:57:35, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6523, loss_cls: 2.6561, loss: 2.6561, grad_norm: 3.1053 2020-08-03 22:49:20,800 - mmaction - INFO - Epoch [140][280/3757] lr: 4.327e-02, eta: 4 days, 5:57:09, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6695, loss_cls: 2.6065, loss: 2.6065, grad_norm: 3.0572 2020-08-03 22:49:36,521 - mmaction - INFO - Epoch [140][300/3757] lr: 4.327e-02, eta: 4 days, 5:56:42, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.6496, loss: 2.6496, grad_norm: 2.9906 2020-08-03 22:49:52,425 - mmaction - INFO - Epoch [140][320/3757] lr: 4.327e-02, eta: 4 days, 5:56:17, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6312, loss_cls: 2.7746, loss: 2.7746, grad_norm: 3.0155 2020-08-03 22:50:08,226 - mmaction - INFO - Epoch [140][340/3757] lr: 4.327e-02, eta: 4 days, 5:55:51, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6391, loss_cls: 2.7469, loss: 2.7469, grad_norm: 3.0137 2020-08-03 22:50:23,926 - mmaction - INFO - Epoch [140][360/3757] lr: 4.327e-02, eta: 4 days, 5:55:23, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6547, loss_cls: 2.6167, loss: 2.6167, grad_norm: 3.0045 2020-08-03 22:50:39,710 - mmaction - INFO - Epoch [140][380/3757] lr: 4.327e-02, eta: 4 days, 5:54:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6727, loss_cls: 2.5866, loss: 2.5866, grad_norm: 3.0283 2020-08-03 22:50:55,590 - mmaction - INFO - Epoch [140][400/3757] lr: 4.327e-02, eta: 4 days, 5:54:32, time: 0.794, data_time: 0.009, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6758, loss_cls: 2.5772, loss: 2.5772, grad_norm: 3.1093 2020-08-03 22:51:11,333 - mmaction - INFO - Epoch [140][420/3757] lr: 4.327e-02, eta: 4 days, 5:54:05, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6570, loss_cls: 2.6709, loss: 2.6709, grad_norm: 3.0440 2020-08-03 22:51:27,176 - mmaction - INFO - Epoch [140][440/3757] lr: 4.327e-02, eta: 4 days, 5:53:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6570, loss_cls: 2.7264, loss: 2.7264, grad_norm: 3.0310 2020-08-03 22:51:43,026 - mmaction - INFO - Epoch [140][460/3757] lr: 4.327e-02, eta: 4 days, 5:53:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6602, loss_cls: 2.6391, loss: 2.6391, grad_norm: 3.1184 2020-08-03 22:51:58,816 - mmaction - INFO - Epoch [140][480/3757] lr: 4.327e-02, eta: 4 days, 5:52:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.6206, loss: 2.6206, grad_norm: 3.0346 2020-08-03 22:52:14,627 - mmaction - INFO - Epoch [140][500/3757] lr: 4.327e-02, eta: 4 days, 5:52:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6687, loss_cls: 2.6000, loss: 2.6000, grad_norm: 3.0205 2020-08-03 22:52:30,387 - mmaction - INFO - Epoch [140][520/3757] lr: 4.327e-02, eta: 4 days, 5:51:54, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6531, loss_cls: 2.7051, loss: 2.7051, grad_norm: 3.0674 2020-08-03 22:52:46,122 - mmaction - INFO - Epoch [140][540/3757] lr: 4.327e-02, eta: 4 days, 5:51:27, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6383, loss_cls: 2.7282, loss: 2.7282, grad_norm: 3.0328 2020-08-03 22:53:01,886 - mmaction - INFO - Epoch [140][560/3757] lr: 4.327e-02, eta: 4 days, 5:51:01, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6641, loss_cls: 2.5831, loss: 2.5831, grad_norm: 2.9376 2020-08-03 22:53:17,726 - mmaction - INFO - Epoch [140][580/3757] lr: 4.327e-02, eta: 4 days, 5:50:35, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6602, loss_cls: 2.6370, loss: 2.6370, grad_norm: 3.0201 2020-08-03 22:53:33,513 - mmaction - INFO - Epoch [140][600/3757] lr: 4.327e-02, eta: 4 days, 5:50:09, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6445, loss_cls: 2.7053, loss: 2.7053, grad_norm: 3.0421 2020-08-03 22:53:49,234 - mmaction - INFO - Epoch [140][620/3757] lr: 4.327e-02, eta: 4 days, 5:49:42, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6641, loss_cls: 2.6790, loss: 2.6790, grad_norm: 3.0923 2020-08-03 22:54:05,051 - mmaction - INFO - Epoch [140][640/3757] lr: 4.327e-02, eta: 4 days, 5:49:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6516, loss_cls: 2.7560, loss: 2.7560, grad_norm: 3.0302 2020-08-03 22:54:20,900 - mmaction - INFO - Epoch [140][660/3757] lr: 4.327e-02, eta: 4 days, 5:48:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6672, loss_cls: 2.6306, loss: 2.6306, grad_norm: 3.0686 2020-08-03 22:54:36,704 - mmaction - INFO - Epoch [140][680/3757] lr: 4.327e-02, eta: 4 days, 5:48:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6461, loss_cls: 2.7346, loss: 2.7346, grad_norm: 2.9945 2020-08-03 22:54:52,547 - mmaction - INFO - Epoch [140][700/3757] lr: 4.327e-02, eta: 4 days, 5:47:58, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6531, loss_cls: 2.6921, loss: 2.6921, grad_norm: 3.0063 2020-08-03 22:55:08,334 - mmaction - INFO - Epoch [140][720/3757] lr: 4.327e-02, eta: 4 days, 5:47:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3609, top5_acc: 0.6328, loss_cls: 2.8256, loss: 2.8256, grad_norm: 3.0258 2020-08-03 22:55:24,205 - mmaction - INFO - Epoch [140][740/3757] lr: 4.327e-02, eta: 4 days, 5:47:07, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6750, loss_cls: 2.6255, loss: 2.6255, grad_norm: 2.9400 2020-08-03 22:55:40,038 - mmaction - INFO - Epoch [140][760/3757] lr: 4.327e-02, eta: 4 days, 5:46:41, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6820, loss_cls: 2.5629, loss: 2.5629, grad_norm: 3.0480 2020-08-03 22:55:55,896 - mmaction - INFO - Epoch [140][780/3757] lr: 4.327e-02, eta: 4 days, 5:46:15, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6633, loss_cls: 2.6415, loss: 2.6415, grad_norm: 3.0742 2020-08-03 22:56:11,719 - mmaction - INFO - Epoch [140][800/3757] lr: 4.327e-02, eta: 4 days, 5:45:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6508, loss_cls: 2.6731, loss: 2.6731, grad_norm: 3.1314 2020-08-03 22:56:27,569 - mmaction - INFO - Epoch [140][820/3757] lr: 4.327e-02, eta: 4 days, 5:45:24, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6617, loss_cls: 2.5803, loss: 2.5803, grad_norm: 3.0197 2020-08-03 22:56:43,432 - mmaction - INFO - Epoch [140][840/3757] lr: 4.327e-02, eta: 4 days, 5:44:59, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6562, loss_cls: 2.6314, loss: 2.6314, grad_norm: 2.9076 2020-08-03 22:56:59,286 - mmaction - INFO - Epoch [140][860/3757] lr: 4.327e-02, eta: 4 days, 5:44:33, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6414, loss_cls: 2.7323, loss: 2.7323, grad_norm: 3.0568 2020-08-03 22:57:15,042 - mmaction - INFO - Epoch [140][880/3757] lr: 4.327e-02, eta: 4 days, 5:44:07, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6445, loss_cls: 2.7912, loss: 2.7912, grad_norm: 3.1335 2020-08-03 22:57:30,874 - mmaction - INFO - Epoch [140][900/3757] lr: 4.327e-02, eta: 4 days, 5:43:41, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6680, loss_cls: 2.5815, loss: 2.5815, grad_norm: 2.9737 2020-08-03 22:57:46,668 - mmaction - INFO - Epoch [140][920/3757] lr: 4.327e-02, eta: 4 days, 5:43:15, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6602, loss_cls: 2.5896, loss: 2.5896, grad_norm: 3.0107 2020-08-03 22:58:02,551 - mmaction - INFO - Epoch [140][940/3757] lr: 4.327e-02, eta: 4 days, 5:42:50, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6734, loss_cls: 2.5600, loss: 2.5600, grad_norm: 3.0042 2020-08-03 22:58:18,363 - mmaction - INFO - Epoch [140][960/3757] lr: 4.327e-02, eta: 4 days, 5:42:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6734, loss_cls: 2.5661, loss: 2.5661, grad_norm: 3.0586 2020-08-03 22:58:34,124 - mmaction - INFO - Epoch [140][980/3757] lr: 4.327e-02, eta: 4 days, 5:41:58, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6687, loss_cls: 2.6600, loss: 2.6600, grad_norm: 3.0679 2020-08-03 22:58:49,892 - mmaction - INFO - Epoch [140][1000/3757] lr: 4.327e-02, eta: 4 days, 5:41:31, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6195, loss_cls: 2.7789, loss: 2.7789, grad_norm: 3.0909 2020-08-03 22:59:05,734 - mmaction - INFO - Epoch [140][1020/3757] lr: 4.327e-02, eta: 4 days, 5:41:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6516, loss_cls: 2.6475, loss: 2.6475, grad_norm: 2.9883 2020-08-03 22:59:21,415 - mmaction - INFO - Epoch [140][1040/3757] lr: 4.327e-02, eta: 4 days, 5:40:38, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3719, top5_acc: 0.6273, loss_cls: 2.8267, loss: 2.8267, grad_norm: 3.0428 2020-08-03 22:59:37,278 - mmaction - INFO - Epoch [140][1060/3757] lr: 4.327e-02, eta: 4 days, 5:40:13, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6570, loss_cls: 2.6115, loss: 2.6115, grad_norm: 2.9329 2020-08-03 22:59:53,011 - mmaction - INFO - Epoch [140][1080/3757] lr: 4.327e-02, eta: 4 days, 5:39:47, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6695, loss_cls: 2.6247, loss: 2.6247, grad_norm: 3.0685 2020-08-03 23:00:12,876 - mmaction - INFO - Epoch [140][1100/3757] lr: 4.327e-02, eta: 4 days, 5:40:02, time: 0.989, data_time: 0.006, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6625, loss_cls: 2.5862, loss: 2.5862, grad_norm: 2.9148 2020-08-03 23:00:28,597 - mmaction - INFO - Epoch [140][1120/3757] lr: 4.327e-02, eta: 4 days, 5:39:36, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6687, loss_cls: 2.6431, loss: 2.6431, grad_norm: 2.9668 2020-08-03 23:00:44,390 - mmaction - INFO - Epoch [140][1140/3757] lr: 4.327e-02, eta: 4 days, 5:39:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6383, loss_cls: 2.6982, loss: 2.6982, grad_norm: 3.0400 2020-08-03 23:01:00,134 - mmaction - INFO - Epoch [140][1160/3757] lr: 4.327e-02, eta: 4 days, 5:38:43, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6453, loss_cls: 2.7063, loss: 2.7063, grad_norm: 3.0870 2020-08-03 23:01:15,905 - mmaction - INFO - Epoch [140][1180/3757] lr: 4.327e-02, eta: 4 days, 5:38:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6516, loss_cls: 2.6084, loss: 2.6084, grad_norm: 3.0161 2020-08-03 23:01:31,692 - mmaction - INFO - Epoch [140][1200/3757] lr: 4.327e-02, eta: 4 days, 5:37:51, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6578, loss_cls: 2.6574, loss: 2.6574, grad_norm: 3.0477 2020-08-03 23:01:47,471 - mmaction - INFO - Epoch [140][1220/3757] lr: 4.327e-02, eta: 4 days, 5:37:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6508, loss_cls: 2.6161, loss: 2.6161, grad_norm: 3.0088 2020-08-03 23:02:03,271 - mmaction - INFO - Epoch [140][1240/3757] lr: 4.327e-02, eta: 4 days, 5:36:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6484, loss_cls: 2.6856, loss: 2.6856, grad_norm: 3.0002 2020-08-03 23:02:19,010 - mmaction - INFO - Epoch [140][1260/3757] lr: 4.327e-02, eta: 4 days, 5:36:33, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6570, loss_cls: 2.6575, loss: 2.6575, grad_norm: 3.0503 2020-08-03 23:02:34,817 - mmaction - INFO - Epoch [140][1280/3757] lr: 4.327e-02, eta: 4 days, 5:36:07, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6625, loss_cls: 2.6885, loss: 2.6885, grad_norm: 3.1137 2020-08-03 23:02:50,672 - mmaction - INFO - Epoch [140][1300/3757] lr: 4.327e-02, eta: 4 days, 5:35:41, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6422, loss_cls: 2.6692, loss: 2.6692, grad_norm: 3.0065 2020-08-03 23:03:06,371 - mmaction - INFO - Epoch [140][1320/3757] lr: 4.327e-02, eta: 4 days, 5:35:15, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6758, loss_cls: 2.5538, loss: 2.5538, grad_norm: 2.9210 2020-08-03 23:03:22,202 - mmaction - INFO - Epoch [140][1340/3757] lr: 4.327e-02, eta: 4 days, 5:34:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6578, loss_cls: 2.6660, loss: 2.6660, grad_norm: 3.0996 2020-08-03 23:03:38,007 - mmaction - INFO - Epoch [140][1360/3757] lr: 4.327e-02, eta: 4 days, 5:34:23, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6578, loss_cls: 2.6716, loss: 2.6716, grad_norm: 3.0525 2020-08-03 23:03:53,795 - mmaction - INFO - Epoch [140][1380/3757] lr: 4.327e-02, eta: 4 days, 5:33:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6727, loss_cls: 2.6109, loss: 2.6109, grad_norm: 3.0394 2020-08-03 23:04:09,574 - mmaction - INFO - Epoch [140][1400/3757] lr: 4.327e-02, eta: 4 days, 5:33:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6695, loss_cls: 2.5960, loss: 2.5960, grad_norm: 2.9457 2020-08-03 23:04:25,391 - mmaction - INFO - Epoch [140][1420/3757] lr: 4.327e-02, eta: 4 days, 5:33:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6359, loss_cls: 2.7233, loss: 2.7233, grad_norm: 3.0332 2020-08-03 23:04:41,108 - mmaction - INFO - Epoch [140][1440/3757] lr: 4.327e-02, eta: 4 days, 5:32:39, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6500, loss_cls: 2.7277, loss: 2.7277, grad_norm: 3.1026 2020-08-03 23:04:56,914 - mmaction - INFO - Epoch [140][1460/3757] lr: 4.327e-02, eta: 4 days, 5:32:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6492, loss_cls: 2.6876, loss: 2.6876, grad_norm: 3.0012 2020-08-03 23:05:12,677 - mmaction - INFO - Epoch [140][1480/3757] lr: 4.327e-02, eta: 4 days, 5:31:47, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6508, loss_cls: 2.6873, loss: 2.6873, grad_norm: 2.9635 2020-08-03 23:05:28,451 - mmaction - INFO - Epoch [140][1500/3757] lr: 4.327e-02, eta: 4 days, 5:31:21, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6641, loss_cls: 2.6164, loss: 2.6164, grad_norm: 3.0312 2020-08-03 23:05:44,286 - mmaction - INFO - Epoch [140][1520/3757] lr: 4.327e-02, eta: 4 days, 5:30:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6469, loss_cls: 2.7313, loss: 2.7313, grad_norm: 3.0208 2020-08-03 23:06:00,089 - mmaction - INFO - Epoch [140][1540/3757] lr: 4.327e-02, eta: 4 days, 5:30:30, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6617, loss_cls: 2.6513, loss: 2.6513, grad_norm: 2.9941 2020-08-03 23:06:15,911 - mmaction - INFO - Epoch [140][1560/3757] lr: 4.327e-02, eta: 4 days, 5:30:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6617, loss_cls: 2.6486, loss: 2.6486, grad_norm: 3.0668 2020-08-03 23:06:31,682 - mmaction - INFO - Epoch [140][1580/3757] lr: 4.327e-02, eta: 4 days, 5:29:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6531, loss_cls: 2.6838, loss: 2.6838, grad_norm: 3.0037 2020-08-03 23:06:47,500 - mmaction - INFO - Epoch [140][1600/3757] lr: 4.327e-02, eta: 4 days, 5:29:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6805, loss_cls: 2.6104, loss: 2.6104, grad_norm: 2.9914 2020-08-03 23:07:03,346 - mmaction - INFO - Epoch [140][1620/3757] lr: 4.327e-02, eta: 4 days, 5:28:48, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6477, loss_cls: 2.7040, loss: 2.7040, grad_norm: 3.0903 2020-08-03 23:07:19,126 - mmaction - INFO - Epoch [140][1640/3757] lr: 4.327e-02, eta: 4 days, 5:28:22, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6578, loss_cls: 2.7153, loss: 2.7153, grad_norm: 2.9797 2020-08-03 23:07:34,917 - mmaction - INFO - Epoch [140][1660/3757] lr: 4.327e-02, eta: 4 days, 5:27:56, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6570, loss_cls: 2.6945, loss: 2.6945, grad_norm: 3.0635 2020-08-03 23:07:50,755 - mmaction - INFO - Epoch [140][1680/3757] lr: 4.327e-02, eta: 4 days, 5:27:31, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6375, loss_cls: 2.7059, loss: 2.7059, grad_norm: 3.1078 2020-08-03 23:08:06,591 - mmaction - INFO - Epoch [140][1700/3757] lr: 4.327e-02, eta: 4 days, 5:27:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6648, loss_cls: 2.6316, loss: 2.6316, grad_norm: 3.1143 2020-08-03 23:08:22,382 - mmaction - INFO - Epoch [140][1720/3757] lr: 4.327e-02, eta: 4 days, 5:26:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6500, loss_cls: 2.7287, loss: 2.7287, grad_norm: 3.1034 2020-08-03 23:08:38,164 - mmaction - INFO - Epoch [140][1740/3757] lr: 4.327e-02, eta: 4 days, 5:26:14, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6281, loss_cls: 2.7975, loss: 2.7975, grad_norm: 2.9985 2020-08-03 23:08:54,019 - mmaction - INFO - Epoch [140][1760/3757] lr: 4.327e-02, eta: 4 days, 5:25:49, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6570, loss_cls: 2.6547, loss: 2.6547, grad_norm: 2.8735 2020-08-03 23:09:09,910 - mmaction - INFO - Epoch [140][1780/3757] lr: 4.327e-02, eta: 4 days, 5:25:24, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6492, loss_cls: 2.7401, loss: 2.7401, grad_norm: 2.9549 2020-08-03 23:09:25,755 - mmaction - INFO - Epoch [140][1800/3757] lr: 4.327e-02, eta: 4 days, 5:24:59, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6523, loss_cls: 2.7077, loss: 2.7077, grad_norm: 3.0318 2020-08-03 23:09:41,531 - mmaction - INFO - Epoch [140][1820/3757] lr: 4.327e-02, eta: 4 days, 5:24:33, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6555, loss_cls: 2.6391, loss: 2.6391, grad_norm: 3.0071 2020-08-03 23:09:57,320 - mmaction - INFO - Epoch [140][1840/3757] lr: 4.327e-02, eta: 4 days, 5:24:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6422, loss_cls: 2.7553, loss: 2.7553, grad_norm: 3.0316 2020-08-03 23:10:13,175 - mmaction - INFO - Epoch [140][1860/3757] lr: 4.327e-02, eta: 4 days, 5:23:43, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6828, loss_cls: 2.6064, loss: 2.6064, grad_norm: 3.0421 2020-08-03 23:10:28,933 - mmaction - INFO - Epoch [140][1880/3757] lr: 4.327e-02, eta: 4 days, 5:23:17, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6625, loss_cls: 2.6374, loss: 2.6374, grad_norm: 3.0818 2020-08-03 23:10:44,762 - mmaction - INFO - Epoch [140][1900/3757] lr: 4.327e-02, eta: 4 days, 5:22:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6539, loss_cls: 2.7464, loss: 2.7464, grad_norm: 3.1538 2020-08-03 23:11:00,597 - mmaction - INFO - Epoch [140][1920/3757] lr: 4.327e-02, eta: 4 days, 5:22:26, time: 0.793, data_time: 0.008, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6391, loss_cls: 2.7453, loss: 2.7453, grad_norm: 3.0256 2020-08-03 23:11:16,457 - mmaction - INFO - Epoch [140][1940/3757] lr: 4.327e-02, eta: 4 days, 5:22:01, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6633, loss_cls: 2.6597, loss: 2.6597, grad_norm: 2.9417 2020-08-03 23:11:32,712 - mmaction - INFO - Epoch [140][1960/3757] lr: 4.327e-02, eta: 4 days, 5:21:40, time: 0.812, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6281, loss_cls: 2.7967, loss: 2.7967, grad_norm: 3.0638 2020-08-03 23:11:48,497 - mmaction - INFO - Epoch [140][1980/3757] lr: 4.327e-02, eta: 4 days, 5:21:15, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6602, loss_cls: 2.6262, loss: 2.6262, grad_norm: 2.9863 2020-08-03 23:12:04,334 - mmaction - INFO - Epoch [140][2000/3757] lr: 4.327e-02, eta: 4 days, 5:20:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6656, loss_cls: 2.7021, loss: 2.7021, grad_norm: 3.0272 2020-08-03 23:12:20,214 - mmaction - INFO - Epoch [140][2020/3757] lr: 4.327e-02, eta: 4 days, 5:20:25, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6508, loss_cls: 2.6665, loss: 2.6665, grad_norm: 3.0505 2020-08-03 23:12:36,109 - mmaction - INFO - Epoch [140][2040/3757] lr: 4.327e-02, eta: 4 days, 5:20:00, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6664, loss_cls: 2.6068, loss: 2.6068, grad_norm: 2.9908 2020-08-03 23:12:51,988 - mmaction - INFO - Epoch [140][2060/3757] lr: 4.327e-02, eta: 4 days, 5:19:35, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6344, loss_cls: 2.7467, loss: 2.7467, grad_norm: 2.9903 2020-08-03 23:13:07,739 - mmaction - INFO - Epoch [140][2080/3757] lr: 4.327e-02, eta: 4 days, 5:19:09, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6828, loss_cls: 2.5804, loss: 2.5804, grad_norm: 2.9810 2020-08-03 23:13:23,562 - mmaction - INFO - Epoch [140][2100/3757] lr: 4.327e-02, eta: 4 days, 5:18:44, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6578, loss_cls: 2.6792, loss: 2.6792, grad_norm: 3.0567 2020-08-03 23:13:39,493 - mmaction - INFO - Epoch [140][2120/3757] lr: 4.327e-02, eta: 4 days, 5:18:20, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6727, loss_cls: 2.6095, loss: 2.6095, grad_norm: 2.9699 2020-08-03 23:13:55,453 - mmaction - INFO - Epoch [140][2140/3757] lr: 4.327e-02, eta: 4 days, 5:17:56, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6453, loss_cls: 2.7359, loss: 2.7359, grad_norm: 3.0489 2020-08-03 23:14:11,307 - mmaction - INFO - Epoch [140][2160/3757] lr: 4.327e-02, eta: 4 days, 5:17:31, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6359, loss_cls: 2.7572, loss: 2.7572, grad_norm: 3.0394 2020-08-03 23:14:27,261 - mmaction - INFO - Epoch [140][2180/3757] lr: 4.327e-02, eta: 4 days, 5:17:07, time: 0.797, data_time: 0.008, memory: 6192, top1_acc: 0.3625, top5_acc: 0.6266, loss_cls: 2.8158, loss: 2.8158, grad_norm: 3.0806 2020-08-03 23:14:43,078 - mmaction - INFO - Epoch [140][2200/3757] lr: 4.327e-02, eta: 4 days, 5:16:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6656, loss_cls: 2.6925, loss: 2.6925, grad_norm: 3.0388 2020-08-03 23:14:58,910 - mmaction - INFO - Epoch [140][2220/3757] lr: 4.327e-02, eta: 4 days, 5:16:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6617, loss_cls: 2.6523, loss: 2.6523, grad_norm: 3.0126 2020-08-03 23:15:14,663 - mmaction - INFO - Epoch [140][2240/3757] lr: 4.327e-02, eta: 4 days, 5:15:51, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6602, loss_cls: 2.6772, loss: 2.6772, grad_norm: 3.1105 2020-08-03 23:15:30,457 - mmaction - INFO - Epoch [140][2260/3757] lr: 4.327e-02, eta: 4 days, 5:15:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6617, loss_cls: 2.6201, loss: 2.6201, grad_norm: 3.1312 2020-08-03 23:15:46,281 - mmaction - INFO - Epoch [140][2280/3757] lr: 4.327e-02, eta: 4 days, 5:15:00, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6453, loss_cls: 2.7817, loss: 2.7817, grad_norm: 3.1529 2020-08-03 23:16:02,052 - mmaction - INFO - Epoch [140][2300/3757] lr: 4.327e-02, eta: 4 days, 5:14:35, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6508, loss_cls: 2.6914, loss: 2.6914, grad_norm: 3.0297 2020-08-03 23:16:17,810 - mmaction - INFO - Epoch [140][2320/3757] lr: 4.327e-02, eta: 4 days, 5:14:09, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6531, loss_cls: 2.7140, loss: 2.7140, grad_norm: 3.0709 2020-08-03 23:16:33,626 - mmaction - INFO - Epoch [140][2340/3757] lr: 4.327e-02, eta: 4 days, 5:13:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6687, loss_cls: 2.6522, loss: 2.6522, grad_norm: 3.0469 2020-08-03 23:16:49,412 - mmaction - INFO - Epoch [140][2360/3757] lr: 4.327e-02, eta: 4 days, 5:13:18, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6555, loss_cls: 2.6987, loss: 2.6987, grad_norm: 2.9854 2020-08-03 23:17:05,218 - mmaction - INFO - Epoch [140][2380/3757] lr: 4.327e-02, eta: 4 days, 5:12:53, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6500, loss_cls: 2.6955, loss: 2.6955, grad_norm: 3.0314 2020-08-03 23:17:20,986 - mmaction - INFO - Epoch [140][2400/3757] lr: 4.327e-02, eta: 4 days, 5:12:27, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6523, loss_cls: 2.6735, loss: 2.6735, grad_norm: 2.9930 2020-08-03 23:17:36,810 - mmaction - INFO - Epoch [140][2420/3757] lr: 4.327e-02, eta: 4 days, 5:12:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6539, loss_cls: 2.6681, loss: 2.6681, grad_norm: 3.0543 2020-08-03 23:17:52,607 - mmaction - INFO - Epoch [140][2440/3757] lr: 4.327e-02, eta: 4 days, 5:11:37, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6516, loss_cls: 2.6803, loss: 2.6803, grad_norm: 3.0935 2020-08-03 23:18:08,316 - mmaction - INFO - Epoch [140][2460/3757] lr: 4.327e-02, eta: 4 days, 5:11:10, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6453, loss_cls: 2.7662, loss: 2.7662, grad_norm: 2.9860 2020-08-03 23:18:24,160 - mmaction - INFO - Epoch [140][2480/3757] lr: 4.327e-02, eta: 4 days, 5:10:46, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6680, loss_cls: 2.6071, loss: 2.6071, grad_norm: 2.9436 2020-08-03 23:18:39,961 - mmaction - INFO - Epoch [140][2500/3757] lr: 4.327e-02, eta: 4 days, 5:10:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6469, loss_cls: 2.6540, loss: 2.6540, grad_norm: 2.9907 2020-08-03 23:18:55,751 - mmaction - INFO - Epoch [140][2520/3757] lr: 4.327e-02, eta: 4 days, 5:09:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6594, loss_cls: 2.6503, loss: 2.6503, grad_norm: 2.9781 2020-08-03 23:19:11,611 - mmaction - INFO - Epoch [140][2540/3757] lr: 4.327e-02, eta: 4 days, 5:09:30, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6438, loss_cls: 2.7691, loss: 2.7691, grad_norm: 3.0683 2020-08-03 23:19:27,405 - mmaction - INFO - Epoch [140][2560/3757] lr: 4.327e-02, eta: 4 days, 5:09:05, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6250, loss_cls: 2.7012, loss: 2.7012, grad_norm: 3.0725 2020-08-03 23:19:43,212 - mmaction - INFO - Epoch [140][2580/3757] lr: 4.327e-02, eta: 4 days, 5:08:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6664, loss_cls: 2.6193, loss: 2.6193, grad_norm: 2.9325 2020-08-03 23:19:59,000 - mmaction - INFO - Epoch [140][2600/3757] lr: 4.327e-02, eta: 4 days, 5:08:14, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6617, loss_cls: 2.6397, loss: 2.6397, grad_norm: 2.9866 2020-08-03 23:20:14,768 - mmaction - INFO - Epoch [140][2620/3757] lr: 4.327e-02, eta: 4 days, 5:07:49, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6539, loss_cls: 2.7093, loss: 2.7093, grad_norm: 3.0636 2020-08-03 23:20:30,587 - mmaction - INFO - Epoch [140][2640/3757] lr: 4.327e-02, eta: 4 days, 5:07:23, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6602, loss_cls: 2.6687, loss: 2.6687, grad_norm: 3.1057 2020-08-03 23:20:46,439 - mmaction - INFO - Epoch [140][2660/3757] lr: 4.327e-02, eta: 4 days, 5:06:59, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6406, loss_cls: 2.6929, loss: 2.6929, grad_norm: 3.0146 2020-08-03 23:21:02,119 - mmaction - INFO - Epoch [140][2680/3757] lr: 4.327e-02, eta: 4 days, 5:06:32, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6695, loss_cls: 2.6412, loss: 2.6412, grad_norm: 2.9825 2020-08-03 23:21:17,918 - mmaction - INFO - Epoch [140][2700/3757] lr: 4.327e-02, eta: 4 days, 5:06:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6570, loss_cls: 2.6716, loss: 2.6716, grad_norm: 3.0323 2020-08-03 23:21:33,717 - mmaction - INFO - Epoch [140][2720/3757] lr: 4.327e-02, eta: 4 days, 5:05:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6703, loss_cls: 2.5773, loss: 2.5773, grad_norm: 3.0107 2020-08-03 23:21:49,441 - mmaction - INFO - Epoch [140][2740/3757] lr: 4.327e-02, eta: 4 days, 5:05:16, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6477, loss_cls: 2.7259, loss: 2.7259, grad_norm: 3.0806 2020-08-03 23:22:05,213 - mmaction - INFO - Epoch [140][2760/3757] lr: 4.327e-02, eta: 4 days, 5:04:50, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6617, loss_cls: 2.6617, loss: 2.6617, grad_norm: 3.0086 2020-08-03 23:22:21,102 - mmaction - INFO - Epoch [140][2780/3757] lr: 4.327e-02, eta: 4 days, 5:04:26, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6484, loss_cls: 2.6826, loss: 2.6826, grad_norm: 3.0712 2020-08-03 23:22:36,802 - mmaction - INFO - Epoch [140][2800/3757] lr: 4.327e-02, eta: 4 days, 5:04:00, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6562, loss_cls: 2.7358, loss: 2.7358, grad_norm: 3.0615 2020-08-03 23:22:52,619 - mmaction - INFO - Epoch [140][2820/3757] lr: 4.327e-02, eta: 4 days, 5:03:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6297, loss_cls: 2.7507, loss: 2.7507, grad_norm: 3.0477 2020-08-03 23:23:08,384 - mmaction - INFO - Epoch [140][2840/3757] lr: 4.327e-02, eta: 4 days, 5:03:09, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6367, loss_cls: 2.7091, loss: 2.7091, grad_norm: 2.9539 2020-08-03 23:23:24,226 - mmaction - INFO - Epoch [140][2860/3757] lr: 4.327e-02, eta: 4 days, 5:02:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6430, loss_cls: 2.7560, loss: 2.7560, grad_norm: 2.9806 2020-08-03 23:23:39,962 - mmaction - INFO - Epoch [140][2880/3757] lr: 4.327e-02, eta: 4 days, 5:02:19, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6539, loss_cls: 2.6386, loss: 2.6386, grad_norm: 3.0037 2020-08-03 23:23:55,766 - mmaction - INFO - Epoch [140][2900/3757] lr: 4.327e-02, eta: 4 days, 5:01:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6602, loss_cls: 2.6727, loss: 2.6727, grad_norm: 2.9741 2020-08-03 23:24:11,495 - mmaction - INFO - Epoch [140][2920/3757] lr: 4.327e-02, eta: 4 days, 5:01:28, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6703, loss_cls: 2.6184, loss: 2.6184, grad_norm: 2.9860 2020-08-03 23:24:27,281 - mmaction - INFO - Epoch [140][2940/3757] lr: 4.327e-02, eta: 4 days, 5:01:03, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6648, loss_cls: 2.6559, loss: 2.6559, grad_norm: 3.0847 2020-08-03 23:24:43,092 - mmaction - INFO - Epoch [140][2960/3757] lr: 4.327e-02, eta: 4 days, 5:00:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6344, loss_cls: 2.7851, loss: 2.7851, grad_norm: 3.1276 2020-08-03 23:24:58,860 - mmaction - INFO - Epoch [140][2980/3757] lr: 4.327e-02, eta: 4 days, 5:00:12, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6586, loss_cls: 2.6687, loss: 2.6687, grad_norm: 3.0219 2020-08-03 23:25:14,679 - mmaction - INFO - Epoch [140][3000/3757] lr: 4.327e-02, eta: 4 days, 4:59:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6789, loss_cls: 2.5598, loss: 2.5598, grad_norm: 3.0984 2020-08-03 23:25:30,506 - mmaction - INFO - Epoch [140][3020/3757] lr: 4.327e-02, eta: 4 days, 4:59:22, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6578, loss_cls: 2.6532, loss: 2.6532, grad_norm: 2.9498 2020-08-03 23:25:46,269 - mmaction - INFO - Epoch [140][3040/3757] lr: 4.327e-02, eta: 4 days, 4:58:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6602, loss_cls: 2.5868, loss: 2.5868, grad_norm: 2.9130 2020-08-03 23:26:02,080 - mmaction - INFO - Epoch [140][3060/3757] lr: 4.327e-02, eta: 4 days, 4:58:32, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6648, loss_cls: 2.6942, loss: 2.6942, grad_norm: 3.0351 2020-08-03 23:26:17,868 - mmaction - INFO - Epoch [140][3080/3757] lr: 4.327e-02, eta: 4 days, 4:58:07, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6555, loss_cls: 2.7129, loss: 2.7129, grad_norm: 3.0093 2020-08-03 23:26:33,741 - mmaction - INFO - Epoch [140][3100/3757] lr: 4.327e-02, eta: 4 days, 4:57:42, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6539, loss_cls: 2.7338, loss: 2.7338, grad_norm: 2.9849 2020-08-03 23:26:49,582 - mmaction - INFO - Epoch [140][3120/3757] lr: 4.327e-02, eta: 4 days, 4:57:18, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6500, loss_cls: 2.7170, loss: 2.7170, grad_norm: 3.0209 2020-08-03 23:27:05,333 - mmaction - INFO - Epoch [140][3140/3757] lr: 4.327e-02, eta: 4 days, 4:56:52, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6750, loss_cls: 2.6860, loss: 2.6860, grad_norm: 3.0020 2020-08-03 23:27:21,077 - mmaction - INFO - Epoch [140][3160/3757] lr: 4.327e-02, eta: 4 days, 4:56:27, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6531, loss_cls: 2.6502, loss: 2.6502, grad_norm: 3.0768 2020-08-03 23:27:36,858 - mmaction - INFO - Epoch [140][3180/3757] lr: 4.327e-02, eta: 4 days, 4:56:02, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6477, loss_cls: 2.7577, loss: 2.7577, grad_norm: 3.0278 2020-08-03 23:27:52,598 - mmaction - INFO - Epoch [140][3200/3757] lr: 4.327e-02, eta: 4 days, 4:55:36, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6602, loss_cls: 2.6080, loss: 2.6080, grad_norm: 2.9355 2020-08-03 23:28:08,399 - mmaction - INFO - Epoch [140][3220/3757] lr: 4.327e-02, eta: 4 days, 4:55:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6625, loss_cls: 2.6258, loss: 2.6258, grad_norm: 3.0266 2020-08-03 23:28:24,224 - mmaction - INFO - Epoch [140][3240/3757] lr: 4.327e-02, eta: 4 days, 4:54:46, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6586, loss_cls: 2.6596, loss: 2.6596, grad_norm: 3.0891 2020-08-03 23:28:39,917 - mmaction - INFO - Epoch [140][3260/3757] lr: 4.327e-02, eta: 4 days, 4:54:20, time: 0.788, data_time: 0.006, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6445, loss_cls: 2.7145, loss: 2.7145, grad_norm: 3.1409 2020-08-03 23:28:55,703 - mmaction - INFO - Epoch [140][3280/3757] lr: 4.327e-02, eta: 4 days, 4:53:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6500, loss_cls: 2.6530, loss: 2.6530, grad_norm: 3.0792 2020-08-03 23:29:11,478 - mmaction - INFO - Epoch [140][3300/3757] lr: 4.327e-02, eta: 4 days, 4:53:30, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6555, loss_cls: 2.6032, loss: 2.6032, grad_norm: 3.0497 2020-08-03 23:29:27,350 - mmaction - INFO - Epoch [140][3320/3757] lr: 4.327e-02, eta: 4 days, 4:53:06, time: 0.793, data_time: 0.010, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6602, loss_cls: 2.6625, loss: 2.6625, grad_norm: 3.0104 2020-08-03 23:29:43,113 - mmaction - INFO - Epoch [140][3340/3757] lr: 4.327e-02, eta: 4 days, 4:52:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6453, loss_cls: 2.7344, loss: 2.7344, grad_norm: 3.0507 2020-08-03 23:29:58,919 - mmaction - INFO - Epoch [140][3360/3757] lr: 4.327e-02, eta: 4 days, 4:52:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6602, loss_cls: 2.6294, loss: 2.6294, grad_norm: 3.1087 2020-08-03 23:30:14,666 - mmaction - INFO - Epoch [140][3380/3757] lr: 4.327e-02, eta: 4 days, 4:51:50, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6305, loss_cls: 2.8165, loss: 2.8165, grad_norm: 3.1265 2020-08-03 23:30:30,459 - mmaction - INFO - Epoch [140][3400/3757] lr: 4.327e-02, eta: 4 days, 4:51:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.6856, loss: 2.6856, grad_norm: 3.0919 2020-08-03 23:30:46,243 - mmaction - INFO - Epoch [140][3420/3757] lr: 4.327e-02, eta: 4 days, 4:51:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6406, loss_cls: 2.7321, loss: 2.7321, grad_norm: 3.0406 2020-08-03 23:31:01,987 - mmaction - INFO - Epoch [140][3440/3757] lr: 4.327e-02, eta: 4 days, 4:50:34, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6734, loss_cls: 2.6510, loss: 2.6510, grad_norm: 3.0650 2020-08-03 23:31:17,762 - mmaction - INFO - Epoch [140][3460/3757] lr: 4.327e-02, eta: 4 days, 4:50:09, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6633, loss_cls: 2.6224, loss: 2.6224, grad_norm: 3.1015 2020-08-03 23:31:33,576 - mmaction - INFO - Epoch [140][3480/3757] lr: 4.327e-02, eta: 4 days, 4:49:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6555, loss_cls: 2.7020, loss: 2.7020, grad_norm: 3.0646 2020-08-03 23:31:49,363 - mmaction - INFO - Epoch [140][3500/3757] lr: 4.327e-02, eta: 4 days, 4:49:19, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6711, loss_cls: 2.6171, loss: 2.6171, grad_norm: 3.0789 2020-08-03 23:32:05,235 - mmaction - INFO - Epoch [140][3520/3757] lr: 4.327e-02, eta: 4 days, 4:48:55, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6648, loss_cls: 2.6110, loss: 2.6110, grad_norm: 3.0248 2020-08-03 23:32:20,944 - mmaction - INFO - Epoch [140][3540/3757] lr: 4.327e-02, eta: 4 days, 4:48:30, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6508, loss_cls: 2.7064, loss: 2.7064, grad_norm: 3.0421 2020-08-03 23:32:36,754 - mmaction - INFO - Epoch [140][3560/3757] lr: 4.327e-02, eta: 4 days, 4:48:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6609, loss_cls: 2.6501, loss: 2.6501, grad_norm: 2.9353 2020-08-03 23:32:52,587 - mmaction - INFO - Epoch [140][3580/3757] lr: 4.327e-02, eta: 4 days, 4:47:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6492, loss_cls: 2.6722, loss: 2.6722, grad_norm: 2.9402 2020-08-03 23:33:08,348 - mmaction - INFO - Epoch [140][3600/3757] lr: 4.327e-02, eta: 4 days, 4:47:15, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6453, loss_cls: 2.7482, loss: 2.7482, grad_norm: 3.0291 2020-08-03 23:33:24,280 - mmaction - INFO - Epoch [140][3620/3757] lr: 4.327e-02, eta: 4 days, 4:46:51, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6438, loss_cls: 2.7135, loss: 2.7135, grad_norm: 2.9556 2020-08-03 23:33:40,055 - mmaction - INFO - Epoch [140][3640/3757] lr: 4.327e-02, eta: 4 days, 4:46:26, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6414, loss_cls: 2.6991, loss: 2.6991, grad_norm: 3.0310 2020-08-03 23:33:55,846 - mmaction - INFO - Epoch [140][3660/3757] lr: 4.327e-02, eta: 4 days, 4:46:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6492, loss_cls: 2.7869, loss: 2.7869, grad_norm: 3.0427 2020-08-03 23:34:12,397 - mmaction - INFO - Epoch [140][3680/3757] lr: 4.327e-02, eta: 4 days, 4:45:44, time: 0.828, data_time: 0.005, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6695, loss_cls: 2.5891, loss: 2.5891, grad_norm: 2.9781 2020-08-03 23:34:28,320 - mmaction - INFO - Epoch [140][3700/3757] lr: 4.327e-02, eta: 4 days, 4:45:20, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6352, loss_cls: 2.7657, loss: 2.7657, grad_norm: 3.1280 2020-08-03 23:34:45,570 - mmaction - INFO - Epoch [140][3720/3757] lr: 4.327e-02, eta: 4 days, 4:45:09, time: 0.864, data_time: 0.005, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6305, loss_cls: 2.7945, loss: 2.7945, grad_norm: 2.9624 2020-08-03 23:35:01,340 - mmaction - INFO - Epoch [140][3740/3757] lr: 4.327e-02, eta: 4 days, 4:44:44, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6602, loss_cls: 2.6272, loss: 2.6272, grad_norm: 3.0403 2020-08-03 23:35:21,370 - mmaction - INFO - Saving checkpoint at 140 epochs 2020-08-03 23:37:57,293 - mmaction - INFO - Epoch [141][20/3757] lr: 4.266e-02, eta: 4 days, 5:04:07, time: 7.716, data_time: 6.904, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6773, loss_cls: 2.5542, loss: 2.5542, grad_norm: 3.0665 2020-08-03 23:38:13,035 - mmaction - INFO - Epoch [141][40/3757] lr: 4.266e-02, eta: 4 days, 5:03:41, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6555, loss_cls: 2.6781, loss: 2.6781, grad_norm: 3.0492 2020-08-03 23:38:28,798 - mmaction - INFO - Epoch [141][60/3757] lr: 4.266e-02, eta: 4 days, 5:03:16, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6656, loss_cls: 2.6136, loss: 2.6136, grad_norm: 2.9797 2020-08-03 23:38:44,619 - mmaction - INFO - Epoch [141][80/3757] lr: 4.266e-02, eta: 4 days, 5:02:50, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6625, loss_cls: 2.6113, loss: 2.6113, grad_norm: 3.0520 2020-08-03 23:39:00,450 - mmaction - INFO - Epoch [141][100/3757] lr: 4.266e-02, eta: 4 days, 5:02:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6469, loss_cls: 2.6576, loss: 2.6576, grad_norm: 3.1209 2020-08-03 23:39:16,305 - mmaction - INFO - Epoch [141][120/3757] lr: 4.266e-02, eta: 4 days, 5:02:00, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6461, loss_cls: 2.6740, loss: 2.6740, grad_norm: 3.0033 2020-08-03 23:39:32,070 - mmaction - INFO - Epoch [141][140/3757] lr: 4.266e-02, eta: 4 days, 5:01:35, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6594, loss_cls: 2.6427, loss: 2.6427, grad_norm: 3.0703 2020-08-03 23:39:47,826 - mmaction - INFO - Epoch [141][160/3757] lr: 4.266e-02, eta: 4 days, 5:01:09, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6805, loss_cls: 2.5377, loss: 2.5377, grad_norm: 3.0311 2020-08-03 23:40:03,727 - mmaction - INFO - Epoch [141][180/3757] lr: 4.266e-02, eta: 4 days, 5:00:45, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6383, loss_cls: 2.7662, loss: 2.7662, grad_norm: 3.1809 2020-08-03 23:40:19,434 - mmaction - INFO - Epoch [141][200/3757] lr: 4.266e-02, eta: 4 days, 5:00:19, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6445, loss_cls: 2.7694, loss: 2.7694, grad_norm: 3.0914 2020-08-03 23:40:35,298 - mmaction - INFO - Epoch [141][220/3757] lr: 4.266e-02, eta: 4 days, 4:59:54, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6602, loss_cls: 2.6405, loss: 2.6405, grad_norm: 3.0894 2020-08-03 23:40:51,026 - mmaction - INFO - Epoch [141][240/3757] lr: 4.266e-02, eta: 4 days, 4:59:28, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6570, loss_cls: 2.6887, loss: 2.6887, grad_norm: 3.0585 2020-08-03 23:41:06,940 - mmaction - INFO - Epoch [141][260/3757] lr: 4.266e-02, eta: 4 days, 4:59:04, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6461, loss_cls: 2.7208, loss: 2.7208, grad_norm: 3.0308 2020-08-03 23:41:22,773 - mmaction - INFO - Epoch [141][280/3757] lr: 4.266e-02, eta: 4 days, 4:58:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6555, loss_cls: 2.6351, loss: 2.6351, grad_norm: 2.9761 2020-08-03 23:41:38,613 - mmaction - INFO - Epoch [141][300/3757] lr: 4.266e-02, eta: 4 days, 4:58:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6508, loss_cls: 2.7285, loss: 2.7285, grad_norm: 2.9862 2020-08-03 23:41:54,494 - mmaction - INFO - Epoch [141][320/3757] lr: 4.266e-02, eta: 4 days, 4:57:49, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6375, loss_cls: 2.7059, loss: 2.7059, grad_norm: 3.0056 2020-08-03 23:42:10,259 - mmaction - INFO - Epoch [141][340/3757] lr: 4.266e-02, eta: 4 days, 4:57:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6500, loss_cls: 2.6990, loss: 2.6990, grad_norm: 3.0692 2020-08-03 23:42:26,028 - mmaction - INFO - Epoch [141][360/3757] lr: 4.266e-02, eta: 4 days, 4:56:58, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6641, loss_cls: 2.6025, loss: 2.6025, grad_norm: 3.0167 2020-08-03 23:42:41,865 - mmaction - INFO - Epoch [141][380/3757] lr: 4.266e-02, eta: 4 days, 4:56:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6477, loss_cls: 2.7264, loss: 2.7264, grad_norm: 3.1818 2020-08-03 23:42:57,630 - mmaction - INFO - Epoch [141][400/3757] lr: 4.266e-02, eta: 4 days, 4:56:08, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6617, loss_cls: 2.6369, loss: 2.6369, grad_norm: 3.0468 2020-08-03 23:43:13,403 - mmaction - INFO - Epoch [141][420/3757] lr: 4.266e-02, eta: 4 days, 4:55:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6555, loss_cls: 2.6585, loss: 2.6585, grad_norm: 3.1776 2020-08-03 23:43:29,319 - mmaction - INFO - Epoch [141][440/3757] lr: 4.266e-02, eta: 4 days, 4:55:18, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6750, loss_cls: 2.5570, loss: 2.5570, grad_norm: 3.0708 2020-08-03 23:43:45,026 - mmaction - INFO - Epoch [141][460/3757] lr: 4.266e-02, eta: 4 days, 4:54:52, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6594, loss_cls: 2.6385, loss: 2.6385, grad_norm: 3.0757 2020-08-03 23:44:00,882 - mmaction - INFO - Epoch [141][480/3757] lr: 4.266e-02, eta: 4 days, 4:54:27, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6578, loss_cls: 2.7379, loss: 2.7379, grad_norm: 3.1104 2020-08-03 23:44:16,691 - mmaction - INFO - Epoch [141][500/3757] lr: 4.266e-02, eta: 4 days, 4:54:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6461, loss_cls: 2.7263, loss: 2.7263, grad_norm: 3.1055 2020-08-03 23:44:32,536 - mmaction - INFO - Epoch [141][520/3757] lr: 4.266e-02, eta: 4 days, 4:53:37, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6758, loss_cls: 2.5696, loss: 2.5696, grad_norm: 2.9669 2020-08-03 23:44:48,346 - mmaction - INFO - Epoch [141][540/3757] lr: 4.266e-02, eta: 4 days, 4:53:12, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6562, loss_cls: 2.6020, loss: 2.6020, grad_norm: 3.0424 2020-08-03 23:45:04,285 - mmaction - INFO - Epoch [141][560/3757] lr: 4.266e-02, eta: 4 days, 4:52:49, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6539, loss_cls: 2.7013, loss: 2.7013, grad_norm: 3.0798 2020-08-03 23:45:19,966 - mmaction - INFO - Epoch [141][580/3757] lr: 4.266e-02, eta: 4 days, 4:52:22, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6797, loss_cls: 2.5598, loss: 2.5598, grad_norm: 3.0266 2020-08-03 23:45:35,785 - mmaction - INFO - Epoch [141][600/3757] lr: 4.266e-02, eta: 4 days, 4:51:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6656, loss_cls: 2.6128, loss: 2.6128, grad_norm: 3.0596 2020-08-03 23:45:51,578 - mmaction - INFO - Epoch [141][620/3757] lr: 4.266e-02, eta: 4 days, 4:51:32, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6469, loss_cls: 2.7523, loss: 2.7523, grad_norm: 3.0474 2020-08-03 23:46:07,376 - mmaction - INFO - Epoch [141][640/3757] lr: 4.266e-02, eta: 4 days, 4:51:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6727, loss_cls: 2.5923, loss: 2.5923, grad_norm: 3.0734 2020-08-03 23:46:23,137 - mmaction - INFO - Epoch [141][660/3757] lr: 4.266e-02, eta: 4 days, 4:50:42, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6859, loss_cls: 2.5187, loss: 2.5187, grad_norm: 3.0097 2020-08-03 23:46:38,973 - mmaction - INFO - Epoch [141][680/3757] lr: 4.266e-02, eta: 4 days, 4:50:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.5851, loss: 2.5851, grad_norm: 3.0574 2020-08-03 23:46:54,828 - mmaction - INFO - Epoch [141][700/3757] lr: 4.266e-02, eta: 4 days, 4:49:52, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6797, loss_cls: 2.5727, loss: 2.5727, grad_norm: 3.0216 2020-08-03 23:47:10,613 - mmaction - INFO - Epoch [141][720/3757] lr: 4.266e-02, eta: 4 days, 4:49:27, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6664, loss_cls: 2.5837, loss: 2.5837, grad_norm: 3.0337 2020-08-03 23:47:26,393 - mmaction - INFO - Epoch [141][740/3757] lr: 4.266e-02, eta: 4 days, 4:49:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6539, loss_cls: 2.6715, loss: 2.6715, grad_norm: 3.1602 2020-08-03 23:47:42,206 - mmaction - INFO - Epoch [141][760/3757] lr: 4.266e-02, eta: 4 days, 4:48:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6438, loss_cls: 2.7360, loss: 2.7360, grad_norm: 3.0688 2020-08-03 23:47:58,041 - mmaction - INFO - Epoch [141][780/3757] lr: 4.266e-02, eta: 4 days, 4:48:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6547, loss_cls: 2.7024, loss: 2.7024, grad_norm: 3.0484 2020-08-03 23:48:13,857 - mmaction - INFO - Epoch [141][800/3757] lr: 4.266e-02, eta: 4 days, 4:47:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6383, loss_cls: 2.7532, loss: 2.7532, grad_norm: 3.0449 2020-08-03 23:48:29,796 - mmaction - INFO - Epoch [141][820/3757] lr: 4.266e-02, eta: 4 days, 4:47:24, time: 0.797, data_time: 0.010, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6508, loss_cls: 2.7006, loss: 2.7006, grad_norm: 3.0769 2020-08-03 23:48:45,589 - mmaction - INFO - Epoch [141][840/3757] lr: 4.266e-02, eta: 4 days, 4:46:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6359, loss_cls: 2.7199, loss: 2.7199, grad_norm: 3.1174 2020-08-03 23:49:01,370 - mmaction - INFO - Epoch [141][860/3757] lr: 4.266e-02, eta: 4 days, 4:46:33, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6453, loss_cls: 2.6851, loss: 2.6851, grad_norm: 2.9651 2020-08-03 23:49:17,191 - mmaction - INFO - Epoch [141][880/3757] lr: 4.266e-02, eta: 4 days, 4:46:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6742, loss_cls: 2.5744, loss: 2.5744, grad_norm: 2.9484 2020-08-03 23:49:32,983 - mmaction - INFO - Epoch [141][900/3757] lr: 4.266e-02, eta: 4 days, 4:45:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6617, loss_cls: 2.6079, loss: 2.6079, grad_norm: 2.9943 2020-08-03 23:49:48,855 - mmaction - INFO - Epoch [141][920/3757] lr: 4.266e-02, eta: 4 days, 4:45:19, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6781, loss_cls: 2.5848, loss: 2.5848, grad_norm: 3.0306 2020-08-03 23:50:04,845 - mmaction - INFO - Epoch [141][940/3757] lr: 4.266e-02, eta: 4 days, 4:44:56, time: 0.800, data_time: 0.012, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6672, loss_cls: 2.5823, loss: 2.5823, grad_norm: 3.1012 2020-08-03 23:50:20,613 - mmaction - INFO - Epoch [141][960/3757] lr: 4.266e-02, eta: 4 days, 4:44:30, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6609, loss_cls: 2.5946, loss: 2.5946, grad_norm: 3.0382 2020-08-03 23:50:36,466 - mmaction - INFO - Epoch [141][980/3757] lr: 4.266e-02, eta: 4 days, 4:44:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6570, loss_cls: 2.6292, loss: 2.6292, grad_norm: 3.0771 2020-08-03 23:50:52,214 - mmaction - INFO - Epoch [141][1000/3757] lr: 4.266e-02, eta: 4 days, 4:43:40, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6430, loss_cls: 2.7250, loss: 2.7250, grad_norm: 3.0337 2020-08-03 23:51:08,015 - mmaction - INFO - Epoch [141][1020/3757] lr: 4.266e-02, eta: 4 days, 4:43:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6391, loss_cls: 2.7351, loss: 2.7351, grad_norm: 3.0483 2020-08-03 23:51:23,869 - mmaction - INFO - Epoch [141][1040/3757] lr: 4.266e-02, eta: 4 days, 4:42:51, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6430, loss_cls: 2.7009, loss: 2.7009, grad_norm: 2.9567 2020-08-03 23:51:39,562 - mmaction - INFO - Epoch [141][1060/3757] lr: 4.266e-02, eta: 4 days, 4:42:25, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6594, loss_cls: 2.6773, loss: 2.6773, grad_norm: 3.0103 2020-08-03 23:51:55,431 - mmaction - INFO - Epoch [141][1080/3757] lr: 4.266e-02, eta: 4 days, 4:42:01, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6648, loss_cls: 2.6000, loss: 2.6000, grad_norm: 2.9565 2020-08-03 23:52:11,176 - mmaction - INFO - Epoch [141][1100/3757] lr: 4.266e-02, eta: 4 days, 4:41:35, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6461, loss_cls: 2.6793, loss: 2.6793, grad_norm: 3.0769 2020-08-03 23:52:27,065 - mmaction - INFO - Epoch [141][1120/3757] lr: 4.266e-02, eta: 4 days, 4:41:11, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6789, loss_cls: 2.5804, loss: 2.5804, grad_norm: 3.0283 2020-08-03 23:52:42,785 - mmaction - INFO - Epoch [141][1140/3757] lr: 4.266e-02, eta: 4 days, 4:40:45, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6461, loss_cls: 2.7112, loss: 2.7112, grad_norm: 3.1607 2020-08-03 23:52:58,647 - mmaction - INFO - Epoch [141][1160/3757] lr: 4.266e-02, eta: 4 days, 4:40:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6734, loss_cls: 2.5823, loss: 2.5823, grad_norm: 3.0041 2020-08-03 23:53:14,345 - mmaction - INFO - Epoch [141][1180/3757] lr: 4.266e-02, eta: 4 days, 4:39:55, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6617, loss_cls: 2.6539, loss: 2.6539, grad_norm: 3.0730 2020-08-03 23:53:30,088 - mmaction - INFO - Epoch [141][1200/3757] lr: 4.266e-02, eta: 4 days, 4:39:30, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6438, loss_cls: 2.7191, loss: 2.7191, grad_norm: 3.0928 2020-08-03 23:53:45,891 - mmaction - INFO - Epoch [141][1220/3757] lr: 4.266e-02, eta: 4 days, 4:39:05, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6414, loss_cls: 2.7290, loss: 2.7290, grad_norm: 3.1357 2020-08-03 23:54:01,801 - mmaction - INFO - Epoch [141][1240/3757] lr: 4.266e-02, eta: 4 days, 4:38:41, time: 0.796, data_time: 0.008, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6656, loss_cls: 2.6157, loss: 2.6157, grad_norm: 3.0512 2020-08-03 23:54:17,469 - mmaction - INFO - Epoch [141][1260/3757] lr: 4.266e-02, eta: 4 days, 4:38:15, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6687, loss_cls: 2.5901, loss: 2.5901, grad_norm: 2.9619 2020-08-03 23:54:33,254 - mmaction - INFO - Epoch [141][1280/3757] lr: 4.266e-02, eta: 4 days, 4:37:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6820, loss_cls: 2.6063, loss: 2.6063, grad_norm: 3.0381 2020-08-03 23:54:49,022 - mmaction - INFO - Epoch [141][1300/3757] lr: 4.266e-02, eta: 4 days, 4:37:25, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6484, loss_cls: 2.6625, loss: 2.6625, grad_norm: 3.0548 2020-08-03 23:55:04,890 - mmaction - INFO - Epoch [141][1320/3757] lr: 4.266e-02, eta: 4 days, 4:37:01, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6445, loss_cls: 2.6791, loss: 2.6791, grad_norm: 3.0678 2020-08-03 23:55:20,591 - mmaction - INFO - Epoch [141][1340/3757] lr: 4.266e-02, eta: 4 days, 4:36:35, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6461, loss_cls: 2.6743, loss: 2.6743, grad_norm: 2.9846 2020-08-03 23:55:36,398 - mmaction - INFO - Epoch [141][1360/3757] lr: 4.266e-02, eta: 4 days, 4:36:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6766, loss_cls: 2.6216, loss: 2.6216, grad_norm: 3.0579 2020-08-03 23:55:52,148 - mmaction - INFO - Epoch [141][1380/3757] lr: 4.266e-02, eta: 4 days, 4:35:45, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6609, loss_cls: 2.6996, loss: 2.6996, grad_norm: 3.0903 2020-08-03 23:56:07,959 - mmaction - INFO - Epoch [141][1400/3757] lr: 4.266e-02, eta: 4 days, 4:35:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6469, loss_cls: 2.6779, loss: 2.6779, grad_norm: 3.0680 2020-08-03 23:56:23,697 - mmaction - INFO - Epoch [141][1420/3757] lr: 4.266e-02, eta: 4 days, 4:34:55, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6656, loss_cls: 2.6284, loss: 2.6284, grad_norm: 3.0481 2020-08-03 23:56:39,450 - mmaction - INFO - Epoch [141][1440/3757] lr: 4.266e-02, eta: 4 days, 4:34:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6578, loss_cls: 2.6831, loss: 2.6831, grad_norm: 3.1000 2020-08-03 23:56:55,217 - mmaction - INFO - Epoch [141][1460/3757] lr: 4.266e-02, eta: 4 days, 4:34:04, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6516, loss_cls: 2.7388, loss: 2.7388, grad_norm: 3.1633 2020-08-03 23:57:11,078 - mmaction - INFO - Epoch [141][1480/3757] lr: 4.266e-02, eta: 4 days, 4:33:40, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6578, loss_cls: 2.6462, loss: 2.6462, grad_norm: 3.0474 2020-08-03 23:57:26,916 - mmaction - INFO - Epoch [141][1500/3757] lr: 4.266e-02, eta: 4 days, 4:33:16, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6383, loss_cls: 2.7188, loss: 2.7188, grad_norm: 3.0402 2020-08-03 23:57:42,652 - mmaction - INFO - Epoch [141][1520/3757] lr: 4.266e-02, eta: 4 days, 4:32:50, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6508, loss_cls: 2.6630, loss: 2.6630, grad_norm: 2.9345 2020-08-03 23:57:58,424 - mmaction - INFO - Epoch [141][1540/3757] lr: 4.266e-02, eta: 4 days, 4:32:25, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6508, loss_cls: 2.7078, loss: 2.7078, grad_norm: 3.1297 2020-08-03 23:58:14,201 - mmaction - INFO - Epoch [141][1560/3757] lr: 4.266e-02, eta: 4 days, 4:32:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6578, loss_cls: 2.6076, loss: 2.6076, grad_norm: 2.9727 2020-08-03 23:58:29,939 - mmaction - INFO - Epoch [141][1580/3757] lr: 4.266e-02, eta: 4 days, 4:31:35, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6477, loss_cls: 2.6432, loss: 2.6432, grad_norm: 2.9854 2020-08-03 23:58:45,692 - mmaction - INFO - Epoch [141][1600/3757] lr: 4.266e-02, eta: 4 days, 4:31:10, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.6114, loss: 2.6114, grad_norm: 3.0596 2020-08-03 23:59:01,488 - mmaction - INFO - Epoch [141][1620/3757] lr: 4.266e-02, eta: 4 days, 4:30:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6508, loss_cls: 2.7629, loss: 2.7629, grad_norm: 3.1404 2020-08-03 23:59:17,255 - mmaction - INFO - Epoch [141][1640/3757] lr: 4.266e-02, eta: 4 days, 4:30:20, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6445, loss_cls: 2.6713, loss: 2.6713, grad_norm: 3.0431 2020-08-03 23:59:33,093 - mmaction - INFO - Epoch [141][1660/3757] lr: 4.266e-02, eta: 4 days, 4:29:56, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6242, loss_cls: 2.7019, loss: 2.7019, grad_norm: 3.0776 2020-08-03 23:59:48,795 - mmaction - INFO - Epoch [141][1680/3757] lr: 4.266e-02, eta: 4 days, 4:29:30, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6844, loss_cls: 2.5710, loss: 2.5710, grad_norm: 3.0426 2020-08-04 00:00:08,958 - mmaction - INFO - Epoch [141][1700/3757] lr: 4.266e-02, eta: 4 days, 4:29:44, time: 0.999, data_time: 0.008, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6641, loss_cls: 2.6256, loss: 2.6256, grad_norm: 3.1030 2020-08-04 00:00:24,834 - mmaction - INFO - Epoch [141][1720/3757] lr: 4.266e-02, eta: 4 days, 4:29:22, time: 0.803, data_time: 0.011, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6586, loss_cls: 2.7438, loss: 2.7438, grad_norm: 3.1193 2020-08-04 00:00:40,660 - mmaction - INFO - Epoch [141][1740/3757] lr: 4.266e-02, eta: 4 days, 4:28:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6273, loss_cls: 2.7901, loss: 2.7901, grad_norm: 3.0826 2020-08-04 00:00:56,444 - mmaction - INFO - Epoch [141][1760/3757] lr: 4.266e-02, eta: 4 days, 4:28:32, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6742, loss_cls: 2.6223, loss: 2.6223, grad_norm: 2.9818 2020-08-04 00:01:12,241 - mmaction - INFO - Epoch [141][1780/3757] lr: 4.266e-02, eta: 4 days, 4:28:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6305, loss_cls: 2.7456, loss: 2.7456, grad_norm: 3.1662 2020-08-04 00:01:28,007 - mmaction - INFO - Epoch [141][1800/3757] lr: 4.266e-02, eta: 4 days, 4:27:43, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6180, loss_cls: 2.8748, loss: 2.8748, grad_norm: 3.1538 2020-08-04 00:01:43,776 - mmaction - INFO - Epoch [141][1820/3757] lr: 4.266e-02, eta: 4 days, 4:27:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6570, loss_cls: 2.6859, loss: 2.6859, grad_norm: 3.0598 2020-08-04 00:01:59,777 - mmaction - INFO - Epoch [141][1840/3757] lr: 4.266e-02, eta: 4 days, 4:26:55, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6492, loss_cls: 2.6454, loss: 2.6454, grad_norm: 3.0608 2020-08-04 00:02:15,509 - mmaction - INFO - Epoch [141][1860/3757] lr: 4.266e-02, eta: 4 days, 4:26:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6711, loss_cls: 2.6466, loss: 2.6466, grad_norm: 3.0994 2020-08-04 00:02:31,263 - mmaction - INFO - Epoch [141][1880/3757] lr: 4.266e-02, eta: 4 days, 4:26:05, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6391, loss_cls: 2.7037, loss: 2.7037, grad_norm: 2.9387 2020-08-04 00:02:47,041 - mmaction - INFO - Epoch [141][1900/3757] lr: 4.266e-02, eta: 4 days, 4:25:39, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6547, loss_cls: 2.6986, loss: 2.6986, grad_norm: 3.0077 2020-08-04 00:03:02,857 - mmaction - INFO - Epoch [141][1920/3757] lr: 4.266e-02, eta: 4 days, 4:25:15, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6492, loss_cls: 2.7001, loss: 2.7001, grad_norm: 3.0919 2020-08-04 00:03:18,653 - mmaction - INFO - Epoch [141][1940/3757] lr: 4.266e-02, eta: 4 days, 4:24:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6633, loss_cls: 2.6280, loss: 2.6280, grad_norm: 3.0116 2020-08-04 00:03:34,383 - mmaction - INFO - Epoch [141][1960/3757] lr: 4.266e-02, eta: 4 days, 4:24:25, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6586, loss_cls: 2.6472, loss: 2.6472, grad_norm: 3.0678 2020-08-04 00:03:50,168 - mmaction - INFO - Epoch [141][1980/3757] lr: 4.266e-02, eta: 4 days, 4:24:00, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6820, loss_cls: 2.5621, loss: 2.5621, grad_norm: 3.1334 2020-08-04 00:04:05,966 - mmaction - INFO - Epoch [141][2000/3757] lr: 4.266e-02, eta: 4 days, 4:23:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6555, loss_cls: 2.6973, loss: 2.6973, grad_norm: 3.0647 2020-08-04 00:04:21,731 - mmaction - INFO - Epoch [141][2020/3757] lr: 4.266e-02, eta: 4 days, 4:23:11, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6445, loss_cls: 2.7363, loss: 2.7363, grad_norm: 3.0727 2020-08-04 00:04:37,519 - mmaction - INFO - Epoch [141][2040/3757] lr: 4.266e-02, eta: 4 days, 4:22:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6531, loss_cls: 2.7243, loss: 2.7243, grad_norm: 3.0827 2020-08-04 00:04:53,387 - mmaction - INFO - Epoch [141][2060/3757] lr: 4.266e-02, eta: 4 days, 4:22:22, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6641, loss_cls: 2.6380, loss: 2.6380, grad_norm: 3.0373 2020-08-04 00:05:09,235 - mmaction - INFO - Epoch [141][2080/3757] lr: 4.266e-02, eta: 4 days, 4:21:58, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6656, loss_cls: 2.6433, loss: 2.6433, grad_norm: 3.0529 2020-08-04 00:05:25,045 - mmaction - INFO - Epoch [141][2100/3757] lr: 4.266e-02, eta: 4 days, 4:21:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6398, loss_cls: 2.6825, loss: 2.6825, grad_norm: 2.9405 2020-08-04 00:05:40,919 - mmaction - INFO - Epoch [141][2120/3757] lr: 4.266e-02, eta: 4 days, 4:21:09, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6398, loss_cls: 2.7082, loss: 2.7082, grad_norm: 2.9947 2020-08-04 00:05:56,697 - mmaction - INFO - Epoch [141][2140/3757] lr: 4.266e-02, eta: 4 days, 4:20:45, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6273, loss_cls: 2.7017, loss: 2.7017, grad_norm: 3.0162 2020-08-04 00:06:12,471 - mmaction - INFO - Epoch [141][2160/3757] lr: 4.266e-02, eta: 4 days, 4:20:20, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6742, loss_cls: 2.5750, loss: 2.5750, grad_norm: 3.0119 2020-08-04 00:06:28,303 - mmaction - INFO - Epoch [141][2180/3757] lr: 4.266e-02, eta: 4 days, 4:19:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6531, loss_cls: 2.6073, loss: 2.6073, grad_norm: 3.0194 2020-08-04 00:06:44,126 - mmaction - INFO - Epoch [141][2200/3757] lr: 4.266e-02, eta: 4 days, 4:19:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6562, loss_cls: 2.6614, loss: 2.6614, grad_norm: 3.1274 2020-08-04 00:06:59,990 - mmaction - INFO - Epoch [141][2220/3757] lr: 4.266e-02, eta: 4 days, 4:19:08, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6695, loss_cls: 2.6371, loss: 2.6371, grad_norm: 3.0527 2020-08-04 00:07:15,917 - mmaction - INFO - Epoch [141][2240/3757] lr: 4.266e-02, eta: 4 days, 4:18:44, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6508, loss_cls: 2.6826, loss: 2.6826, grad_norm: 3.0133 2020-08-04 00:07:31,775 - mmaction - INFO - Epoch [141][2260/3757] lr: 4.266e-02, eta: 4 days, 4:18:20, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6562, loss_cls: 2.7021, loss: 2.7021, grad_norm: 3.0552 2020-08-04 00:07:47,525 - mmaction - INFO - Epoch [141][2280/3757] lr: 4.266e-02, eta: 4 days, 4:17:55, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6727, loss_cls: 2.5848, loss: 2.5848, grad_norm: 3.0802 2020-08-04 00:08:03,327 - mmaction - INFO - Epoch [141][2300/3757] lr: 4.266e-02, eta: 4 days, 4:17:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6469, loss_cls: 2.7196, loss: 2.7196, grad_norm: 3.0663 2020-08-04 00:08:19,053 - mmaction - INFO - Epoch [141][2320/3757] lr: 4.266e-02, eta: 4 days, 4:17:05, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6430, loss_cls: 2.6992, loss: 2.6992, grad_norm: 2.9803 2020-08-04 00:08:34,838 - mmaction - INFO - Epoch [141][2340/3757] lr: 4.266e-02, eta: 4 days, 4:16:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6562, loss_cls: 2.6398, loss: 2.6398, grad_norm: 3.0189 2020-08-04 00:08:50,655 - mmaction - INFO - Epoch [141][2360/3757] lr: 4.266e-02, eta: 4 days, 4:16:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6617, loss_cls: 2.6869, loss: 2.6869, grad_norm: 3.0822 2020-08-04 00:09:06,484 - mmaction - INFO - Epoch [141][2380/3757] lr: 4.266e-02, eta: 4 days, 4:15:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6711, loss_cls: 2.6165, loss: 2.6165, grad_norm: 3.0126 2020-08-04 00:09:22,277 - mmaction - INFO - Epoch [141][2400/3757] lr: 4.266e-02, eta: 4 days, 4:15:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6570, loss_cls: 2.6212, loss: 2.6212, grad_norm: 3.0674 2020-08-04 00:09:38,103 - mmaction - INFO - Epoch [141][2420/3757] lr: 4.266e-02, eta: 4 days, 4:15:04, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.8142, loss: 2.8142, grad_norm: 3.1005 2020-08-04 00:09:53,870 - mmaction - INFO - Epoch [141][2440/3757] lr: 4.266e-02, eta: 4 days, 4:14:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6453, loss_cls: 2.7356, loss: 2.7356, grad_norm: 3.0035 2020-08-04 00:10:09,684 - mmaction - INFO - Epoch [141][2460/3757] lr: 4.266e-02, eta: 4 days, 4:14:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6570, loss_cls: 2.5787, loss: 2.5787, grad_norm: 3.0016 2020-08-04 00:10:25,427 - mmaction - INFO - Epoch [141][2480/3757] lr: 4.266e-02, eta: 4 days, 4:13:50, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6500, loss_cls: 2.6668, loss: 2.6668, grad_norm: 3.0847 2020-08-04 00:10:41,294 - mmaction - INFO - Epoch [141][2500/3757] lr: 4.266e-02, eta: 4 days, 4:13:26, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3750, top5_acc: 0.6461, loss_cls: 2.7812, loss: 2.7812, grad_norm: 3.1023 2020-08-04 00:10:57,159 - mmaction - INFO - Epoch [141][2520/3757] lr: 4.266e-02, eta: 4 days, 4:13:02, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6656, loss_cls: 2.6400, loss: 2.6400, grad_norm: 3.0697 2020-08-04 00:11:12,855 - mmaction - INFO - Epoch [141][2540/3757] lr: 4.266e-02, eta: 4 days, 4:12:37, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6438, loss_cls: 2.7380, loss: 2.7380, grad_norm: 3.0116 2020-08-04 00:11:28,762 - mmaction - INFO - Epoch [141][2560/3757] lr: 4.266e-02, eta: 4 days, 4:12:13, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6719, loss_cls: 2.6091, loss: 2.6091, grad_norm: 2.9797 2020-08-04 00:11:44,438 - mmaction - INFO - Epoch [141][2580/3757] lr: 4.266e-02, eta: 4 days, 4:11:48, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6680, loss_cls: 2.6469, loss: 2.6469, grad_norm: 3.0366 2020-08-04 00:12:00,360 - mmaction - INFO - Epoch [141][2600/3757] lr: 4.266e-02, eta: 4 days, 4:11:24, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6383, loss_cls: 2.7816, loss: 2.7816, grad_norm: 3.0995 2020-08-04 00:12:16,179 - mmaction - INFO - Epoch [141][2620/3757] lr: 4.266e-02, eta: 4 days, 4:11:00, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6516, loss_cls: 2.7161, loss: 2.7161, grad_norm: 3.0774 2020-08-04 00:12:31,903 - mmaction - INFO - Epoch [141][2640/3757] lr: 4.266e-02, eta: 4 days, 4:10:35, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6359, loss_cls: 2.7192, loss: 2.7192, grad_norm: 3.0418 2020-08-04 00:12:47,767 - mmaction - INFO - Epoch [141][2660/3757] lr: 4.266e-02, eta: 4 days, 4:10:11, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6453, loss_cls: 2.6775, loss: 2.6775, grad_norm: 3.1079 2020-08-04 00:13:03,590 - mmaction - INFO - Epoch [141][2680/3757] lr: 4.266e-02, eta: 4 days, 4:09:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6695, loss_cls: 2.6122, loss: 2.6122, grad_norm: 3.0399 2020-08-04 00:13:19,471 - mmaction - INFO - Epoch [141][2700/3757] lr: 4.266e-02, eta: 4 days, 4:09:23, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6570, loss_cls: 2.6335, loss: 2.6335, grad_norm: 3.0440 2020-08-04 00:13:35,270 - mmaction - INFO - Epoch [141][2720/3757] lr: 4.266e-02, eta: 4 days, 4:08:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6625, loss_cls: 2.6493, loss: 2.6493, grad_norm: 3.1233 2020-08-04 00:13:51,056 - mmaction - INFO - Epoch [141][2740/3757] lr: 4.266e-02, eta: 4 days, 4:08:35, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6484, loss_cls: 2.7009, loss: 2.7009, grad_norm: 3.0057 2020-08-04 00:14:06,827 - mmaction - INFO - Epoch [141][2760/3757] lr: 4.266e-02, eta: 4 days, 4:08:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6625, loss_cls: 2.6278, loss: 2.6278, grad_norm: 2.9814 2020-08-04 00:14:22,667 - mmaction - INFO - Epoch [141][2780/3757] lr: 4.266e-02, eta: 4 days, 4:07:46, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6555, loss_cls: 2.6993, loss: 2.6993, grad_norm: 3.1287 2020-08-04 00:14:38,465 - mmaction - INFO - Epoch [141][2800/3757] lr: 4.266e-02, eta: 4 days, 4:07:22, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6516, loss_cls: 2.6571, loss: 2.6571, grad_norm: 3.0586 2020-08-04 00:14:54,329 - mmaction - INFO - Epoch [141][2820/3757] lr: 4.266e-02, eta: 4 days, 4:06:58, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6445, loss_cls: 2.6757, loss: 2.6757, grad_norm: 3.0521 2020-08-04 00:15:10,085 - mmaction - INFO - Epoch [141][2840/3757] lr: 4.266e-02, eta: 4 days, 4:06:33, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6594, loss_cls: 2.7019, loss: 2.7019, grad_norm: 3.0276 2020-08-04 00:15:25,841 - mmaction - INFO - Epoch [141][2860/3757] lr: 4.266e-02, eta: 4 days, 4:06:09, time: 0.788, data_time: 0.006, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6609, loss_cls: 2.6324, loss: 2.6324, grad_norm: 2.9692 2020-08-04 00:15:41,616 - mmaction - INFO - Epoch [141][2880/3757] lr: 4.266e-02, eta: 4 days, 4:05:44, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6477, loss_cls: 2.6824, loss: 2.6824, grad_norm: 3.0240 2020-08-04 00:15:57,388 - mmaction - INFO - Epoch [141][2900/3757] lr: 4.266e-02, eta: 4 days, 4:05:20, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6734, loss_cls: 2.5979, loss: 2.5979, grad_norm: 3.1684 2020-08-04 00:16:13,217 - mmaction - INFO - Epoch [141][2920/3757] lr: 4.266e-02, eta: 4 days, 4:04:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6594, loss_cls: 2.6366, loss: 2.6366, grad_norm: 3.1240 2020-08-04 00:16:28,973 - mmaction - INFO - Epoch [141][2940/3757] lr: 4.266e-02, eta: 4 days, 4:04:31, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6445, loss_cls: 2.7353, loss: 2.7353, grad_norm: 3.0142 2020-08-04 00:16:44,753 - mmaction - INFO - Epoch [141][2960/3757] lr: 4.266e-02, eta: 4 days, 4:04:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6672, loss_cls: 2.5913, loss: 2.5913, grad_norm: 3.1037 2020-08-04 00:17:00,576 - mmaction - INFO - Epoch [141][2980/3757] lr: 4.266e-02, eta: 4 days, 4:03:42, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6391, loss_cls: 2.7173, loss: 2.7173, grad_norm: 3.0139 2020-08-04 00:17:16,252 - mmaction - INFO - Epoch [141][3000/3757] lr: 4.266e-02, eta: 4 days, 4:03:17, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6430, loss_cls: 2.6883, loss: 2.6883, grad_norm: 3.0233 2020-08-04 00:17:32,017 - mmaction - INFO - Epoch [141][3020/3757] lr: 4.266e-02, eta: 4 days, 4:02:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6555, loss_cls: 2.6612, loss: 2.6612, grad_norm: 2.9522 2020-08-04 00:17:47,827 - mmaction - INFO - Epoch [141][3040/3757] lr: 4.266e-02, eta: 4 days, 4:02:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6453, loss_cls: 2.7052, loss: 2.7052, grad_norm: 3.0546 2020-08-04 00:18:03,664 - mmaction - INFO - Epoch [141][3060/3757] lr: 4.266e-02, eta: 4 days, 4:02:04, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6492, loss_cls: 2.6519, loss: 2.6519, grad_norm: 3.0340 2020-08-04 00:18:19,480 - mmaction - INFO - Epoch [141][3080/3757] lr: 4.266e-02, eta: 4 days, 4:01:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6539, loss_cls: 2.7023, loss: 2.7023, grad_norm: 3.0130 2020-08-04 00:18:35,326 - mmaction - INFO - Epoch [141][3100/3757] lr: 4.266e-02, eta: 4 days, 4:01:17, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6664, loss_cls: 2.6312, loss: 2.6312, grad_norm: 3.0633 2020-08-04 00:18:51,134 - mmaction - INFO - Epoch [141][3120/3757] lr: 4.266e-02, eta: 4 days, 4:00:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6508, loss_cls: 2.7060, loss: 2.7060, grad_norm: 3.0649 2020-08-04 00:19:06,941 - mmaction - INFO - Epoch [141][3140/3757] lr: 4.266e-02, eta: 4 days, 4:00:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6547, loss_cls: 2.6393, loss: 2.6393, grad_norm: 3.0434 2020-08-04 00:19:22,758 - mmaction - INFO - Epoch [141][3160/3757] lr: 4.266e-02, eta: 4 days, 4:00:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6578, loss_cls: 2.6728, loss: 2.6728, grad_norm: 3.2045 2020-08-04 00:19:38,648 - mmaction - INFO - Epoch [141][3180/3757] lr: 4.266e-02, eta: 4 days, 3:59:41, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6625, loss_cls: 2.6278, loss: 2.6278, grad_norm: 2.9836 2020-08-04 00:19:54,334 - mmaction - INFO - Epoch [141][3200/3757] lr: 4.266e-02, eta: 4 days, 3:59:16, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6648, loss_cls: 2.6555, loss: 2.6555, grad_norm: 3.0544 2020-08-04 00:20:10,124 - mmaction - INFO - Epoch [141][3220/3757] lr: 4.266e-02, eta: 4 days, 3:58:51, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6555, loss_cls: 2.7596, loss: 2.7596, grad_norm: 3.1144 2020-08-04 00:20:25,974 - mmaction - INFO - Epoch [141][3240/3757] lr: 4.266e-02, eta: 4 days, 3:58:28, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6562, loss_cls: 2.6110, loss: 2.6110, grad_norm: 2.9532 2020-08-04 00:20:41,861 - mmaction - INFO - Epoch [141][3260/3757] lr: 4.266e-02, eta: 4 days, 3:58:04, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6633, loss_cls: 2.6826, loss: 2.6826, grad_norm: 3.0258 2020-08-04 00:20:57,636 - mmaction - INFO - Epoch [141][3280/3757] lr: 4.266e-02, eta: 4 days, 3:57:40, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6469, loss_cls: 2.7166, loss: 2.7166, grad_norm: 3.0546 2020-08-04 00:21:13,403 - mmaction - INFO - Epoch [141][3300/3757] lr: 4.266e-02, eta: 4 days, 3:57:16, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6719, loss_cls: 2.5978, loss: 2.5978, grad_norm: 2.9624 2020-08-04 00:21:29,200 - mmaction - INFO - Epoch [141][3320/3757] lr: 4.266e-02, eta: 4 days, 3:56:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.7798, loss: 2.7798, grad_norm: 3.1144 2020-08-04 00:21:45,022 - mmaction - INFO - Epoch [141][3340/3757] lr: 4.266e-02, eta: 4 days, 3:56:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6656, loss_cls: 2.6174, loss: 2.6174, grad_norm: 3.0810 2020-08-04 00:22:00,744 - mmaction - INFO - Epoch [141][3360/3757] lr: 4.266e-02, eta: 4 days, 3:56:02, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6734, loss_cls: 2.6241, loss: 2.6241, grad_norm: 3.0743 2020-08-04 00:22:16,421 - mmaction - INFO - Epoch [141][3380/3757] lr: 4.266e-02, eta: 4 days, 3:55:37, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6438, loss_cls: 2.7897, loss: 2.7897, grad_norm: 3.1398 2020-08-04 00:22:32,244 - mmaction - INFO - Epoch [141][3400/3757] lr: 4.266e-02, eta: 4 days, 3:55:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6492, loss_cls: 2.6795, loss: 2.6795, grad_norm: 3.0567 2020-08-04 00:22:48,059 - mmaction - INFO - Epoch [141][3420/3757] lr: 4.266e-02, eta: 4 days, 3:54:49, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6656, loss_cls: 2.6545, loss: 2.6545, grad_norm: 3.0654 2020-08-04 00:23:03,899 - mmaction - INFO - Epoch [141][3440/3757] lr: 4.266e-02, eta: 4 days, 3:54:26, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6539, loss_cls: 2.7475, loss: 2.7475, grad_norm: 3.1337 2020-08-04 00:23:19,693 - mmaction - INFO - Epoch [141][3460/3757] lr: 4.266e-02, eta: 4 days, 3:54:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6266, loss_cls: 2.8039, loss: 2.8039, grad_norm: 2.9994 2020-08-04 00:23:35,479 - mmaction - INFO - Epoch [141][3480/3757] lr: 4.266e-02, eta: 4 days, 3:53:37, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6594, loss_cls: 2.6610, loss: 2.6610, grad_norm: 2.9746 2020-08-04 00:23:51,322 - mmaction - INFO - Epoch [141][3500/3757] lr: 4.266e-02, eta: 4 days, 3:53:14, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6609, loss_cls: 2.5938, loss: 2.5938, grad_norm: 2.9667 2020-08-04 00:24:06,975 - mmaction - INFO - Epoch [141][3520/3757] lr: 4.266e-02, eta: 4 days, 3:52:48, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6484, loss_cls: 2.7262, loss: 2.7262, grad_norm: 3.0607 2020-08-04 00:24:22,851 - mmaction - INFO - Epoch [141][3540/3757] lr: 4.266e-02, eta: 4 days, 3:52:25, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6195, loss_cls: 2.7359, loss: 2.7359, grad_norm: 3.0264 2020-08-04 00:24:38,620 - mmaction - INFO - Epoch [141][3560/3757] lr: 4.266e-02, eta: 4 days, 3:52:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6445, loss_cls: 2.7506, loss: 2.7506, grad_norm: 3.0051 2020-08-04 00:24:54,401 - mmaction - INFO - Epoch [141][3580/3757] lr: 4.266e-02, eta: 4 days, 3:51:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6562, loss_cls: 2.6766, loss: 2.6766, grad_norm: 3.0737 2020-08-04 00:25:10,242 - mmaction - INFO - Epoch [141][3600/3757] lr: 4.266e-02, eta: 4 days, 3:51:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6469, loss_cls: 2.7197, loss: 2.7197, grad_norm: 3.1957 2020-08-04 00:25:26,062 - mmaction - INFO - Epoch [141][3620/3757] lr: 4.266e-02, eta: 4 days, 3:50:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6742, loss_cls: 2.5554, loss: 2.5554, grad_norm: 3.0275 2020-08-04 00:25:41,849 - mmaction - INFO - Epoch [141][3640/3757] lr: 4.266e-02, eta: 4 days, 3:50:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6539, loss_cls: 2.7599, loss: 2.7599, grad_norm: 3.0819 2020-08-04 00:25:57,639 - mmaction - INFO - Epoch [141][3660/3757] lr: 4.266e-02, eta: 4 days, 3:50:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6656, loss_cls: 2.6612, loss: 2.6612, grad_norm: 3.0691 2020-08-04 00:26:13,474 - mmaction - INFO - Epoch [141][3680/3757] lr: 4.266e-02, eta: 4 days, 3:49:37, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6500, loss_cls: 2.7446, loss: 2.7446, grad_norm: 3.1464 2020-08-04 00:26:29,323 - mmaction - INFO - Epoch [141][3700/3757] lr: 4.266e-02, eta: 4 days, 3:49:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6508, loss_cls: 2.6441, loss: 2.6441, grad_norm: 2.9767 2020-08-04 00:26:45,071 - mmaction - INFO - Epoch [141][3720/3757] lr: 4.266e-02, eta: 4 days, 3:48:49, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6703, loss_cls: 2.6614, loss: 2.6614, grad_norm: 3.1249 2020-08-04 00:27:01,025 - mmaction - INFO - Epoch [141][3740/3757] lr: 4.266e-02, eta: 4 days, 3:48:26, time: 0.798, data_time: 0.013, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6477, loss_cls: 2.7174, loss: 2.7174, grad_norm: 3.0061 2020-08-04 00:29:57,442 - mmaction - INFO - Epoch [142][20/3757] lr: 4.206e-02, eta: 4 days, 4:06:29, time: 7.835, data_time: 7.016, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6406, loss_cls: 2.6907, loss: 2.6907, grad_norm: 3.1017 2020-08-04 00:30:13,276 - mmaction - INFO - Epoch [142][40/3757] lr: 4.206e-02, eta: 4 days, 4:06:05, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6570, loss_cls: 2.6474, loss: 2.6474, grad_norm: 3.0701 2020-08-04 00:30:29,033 - mmaction - INFO - Epoch [142][60/3757] lr: 4.206e-02, eta: 4 days, 4:05:40, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6758, loss_cls: 2.5847, loss: 2.5847, grad_norm: 3.0236 2020-08-04 00:30:44,813 - mmaction - INFO - Epoch [142][80/3757] lr: 4.206e-02, eta: 4 days, 4:05:15, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6555, loss_cls: 2.6564, loss: 2.6564, grad_norm: 2.9745 2020-08-04 00:31:00,729 - mmaction - INFO - Epoch [142][100/3757] lr: 4.206e-02, eta: 4 days, 4:04:52, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6859, loss_cls: 2.5908, loss: 2.5908, grad_norm: 2.9464 2020-08-04 00:31:16,560 - mmaction - INFO - Epoch [142][120/3757] lr: 4.206e-02, eta: 4 days, 4:04:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6539, loss_cls: 2.6628, loss: 2.6628, grad_norm: 3.0290 2020-08-04 00:31:32,466 - mmaction - INFO - Epoch [142][140/3757] lr: 4.206e-02, eta: 4 days, 4:04:04, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6656, loss_cls: 2.6403, loss: 2.6403, grad_norm: 3.0726 2020-08-04 00:31:48,294 - mmaction - INFO - Epoch [142][160/3757] lr: 4.206e-02, eta: 4 days, 4:03:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6594, loss_cls: 2.6594, loss: 2.6594, grad_norm: 3.0908 2020-08-04 00:32:04,037 - mmaction - INFO - Epoch [142][180/3757] lr: 4.206e-02, eta: 4 days, 4:03:15, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6438, loss_cls: 2.7238, loss: 2.7238, grad_norm: 3.0538 2020-08-04 00:32:19,930 - mmaction - INFO - Epoch [142][200/3757] lr: 4.206e-02, eta: 4 days, 4:02:52, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.6172, loss: 2.6172, grad_norm: 3.0523 2020-08-04 00:32:35,699 - mmaction - INFO - Epoch [142][220/3757] lr: 4.206e-02, eta: 4 days, 4:02:27, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6602, loss_cls: 2.6026, loss: 2.6026, grad_norm: 3.0292 2020-08-04 00:32:51,582 - mmaction - INFO - Epoch [142][240/3757] lr: 4.206e-02, eta: 4 days, 4:02:03, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6430, loss_cls: 2.6624, loss: 2.6624, grad_norm: 3.0679 2020-08-04 00:33:07,442 - mmaction - INFO - Epoch [142][260/3757] lr: 4.206e-02, eta: 4 days, 4:01:39, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6656, loss_cls: 2.6046, loss: 2.6046, grad_norm: 3.1366 2020-08-04 00:33:23,361 - mmaction - INFO - Epoch [142][280/3757] lr: 4.206e-02, eta: 4 days, 4:01:16, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6609, loss_cls: 2.5869, loss: 2.5869, grad_norm: 3.0359 2020-08-04 00:33:39,120 - mmaction - INFO - Epoch [142][300/3757] lr: 4.206e-02, eta: 4 days, 4:00:51, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6344, loss_cls: 2.7592, loss: 2.7592, grad_norm: 3.0622 2020-08-04 00:33:54,930 - mmaction - INFO - Epoch [142][320/3757] lr: 4.206e-02, eta: 4 days, 4:00:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6555, loss_cls: 2.6760, loss: 2.6760, grad_norm: 3.0663 2020-08-04 00:34:10,766 - mmaction - INFO - Epoch [142][340/3757] lr: 4.206e-02, eta: 4 days, 4:00:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6578, loss_cls: 2.6419, loss: 2.6419, grad_norm: 3.0398 2020-08-04 00:34:26,613 - mmaction - INFO - Epoch [142][360/3757] lr: 4.206e-02, eta: 4 days, 3:59:39, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6648, loss_cls: 2.6019, loss: 2.6019, grad_norm: 3.0723 2020-08-04 00:34:42,423 - mmaction - INFO - Epoch [142][380/3757] lr: 4.206e-02, eta: 4 days, 3:59:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6641, loss_cls: 2.5890, loss: 2.5890, grad_norm: 3.0333 2020-08-04 00:34:58,254 - mmaction - INFO - Epoch [142][400/3757] lr: 4.206e-02, eta: 4 days, 3:58:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6773, loss_cls: 2.6398, loss: 2.6398, grad_norm: 3.0649 2020-08-04 00:35:14,085 - mmaction - INFO - Epoch [142][420/3757] lr: 4.206e-02, eta: 4 days, 3:58:26, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6484, loss_cls: 2.7057, loss: 2.7057, grad_norm: 3.0819 2020-08-04 00:35:29,942 - mmaction - INFO - Epoch [142][440/3757] lr: 4.206e-02, eta: 4 days, 3:58:02, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6719, loss_cls: 2.5920, loss: 2.5920, grad_norm: 3.1011 2020-08-04 00:35:45,743 - mmaction - INFO - Epoch [142][460/3757] lr: 4.206e-02, eta: 4 days, 3:57:38, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6594, loss_cls: 2.6164, loss: 2.6164, grad_norm: 3.0794 2020-08-04 00:36:01,559 - mmaction - INFO - Epoch [142][480/3757] lr: 4.206e-02, eta: 4 days, 3:57:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6602, loss_cls: 2.7245, loss: 2.7245, grad_norm: 3.1612 2020-08-04 00:36:17,451 - mmaction - INFO - Epoch [142][500/3757] lr: 4.206e-02, eta: 4 days, 3:56:50, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6555, loss_cls: 2.6684, loss: 2.6684, grad_norm: 3.1278 2020-08-04 00:36:33,260 - mmaction - INFO - Epoch [142][520/3757] lr: 4.206e-02, eta: 4 days, 3:56:26, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6680, loss_cls: 2.6235, loss: 2.6235, grad_norm: 3.0361 2020-08-04 00:36:49,137 - mmaction - INFO - Epoch [142][540/3757] lr: 4.206e-02, eta: 4 days, 3:56:02, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6594, loss_cls: 2.6836, loss: 2.6836, grad_norm: 3.0242 2020-08-04 00:37:04,939 - mmaction - INFO - Epoch [142][560/3757] lr: 4.206e-02, eta: 4 days, 3:55:38, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6492, loss_cls: 2.6989, loss: 2.6989, grad_norm: 3.1836 2020-08-04 00:37:20,771 - mmaction - INFO - Epoch [142][580/3757] lr: 4.206e-02, eta: 4 days, 3:55:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6687, loss_cls: 2.6006, loss: 2.6006, grad_norm: 3.0665 2020-08-04 00:37:36,557 - mmaction - INFO - Epoch [142][600/3757] lr: 4.206e-02, eta: 4 days, 3:54:50, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6539, loss_cls: 2.6572, loss: 2.6572, grad_norm: 3.1030 2020-08-04 00:37:52,407 - mmaction - INFO - Epoch [142][620/3757] lr: 4.206e-02, eta: 4 days, 3:54:26, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6492, loss_cls: 2.6830, loss: 2.6830, grad_norm: 3.0030 2020-08-04 00:38:08,230 - mmaction - INFO - Epoch [142][640/3757] lr: 4.206e-02, eta: 4 days, 3:54:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6695, loss_cls: 2.5341, loss: 2.5341, grad_norm: 3.0393 2020-08-04 00:38:24,097 - mmaction - INFO - Epoch [142][660/3757] lr: 4.206e-02, eta: 4 days, 3:53:38, time: 0.794, data_time: 0.009, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6711, loss_cls: 2.5770, loss: 2.5770, grad_norm: 3.0981 2020-08-04 00:38:39,922 - mmaction - INFO - Epoch [142][680/3757] lr: 4.206e-02, eta: 4 days, 3:53:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6656, loss_cls: 2.6219, loss: 2.6219, grad_norm: 3.0581 2020-08-04 00:38:55,807 - mmaction - INFO - Epoch [142][700/3757] lr: 4.206e-02, eta: 4 days, 3:52:51, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6828, loss_cls: 2.5670, loss: 2.5670, grad_norm: 3.0631 2020-08-04 00:39:11,561 - mmaction - INFO - Epoch [142][720/3757] lr: 4.206e-02, eta: 4 days, 3:52:26, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6664, loss_cls: 2.5901, loss: 2.5901, grad_norm: 3.0404 2020-08-04 00:39:27,334 - mmaction - INFO - Epoch [142][740/3757] lr: 4.206e-02, eta: 4 days, 3:52:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6367, loss_cls: 2.7117, loss: 2.7117, grad_norm: 3.0324 2020-08-04 00:39:43,171 - mmaction - INFO - Epoch [142][760/3757] lr: 4.206e-02, eta: 4 days, 3:51:37, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6539, loss_cls: 2.6934, loss: 2.6934, grad_norm: 3.0110 2020-08-04 00:39:59,172 - mmaction - INFO - Epoch [142][780/3757] lr: 4.206e-02, eta: 4 days, 3:51:15, time: 0.800, data_time: 0.010, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6523, loss_cls: 2.7033, loss: 2.7033, grad_norm: 3.0742 2020-08-04 00:40:15,015 - mmaction - INFO - Epoch [142][800/3757] lr: 4.206e-02, eta: 4 days, 3:50:51, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6703, loss_cls: 2.5925, loss: 2.5925, grad_norm: 3.0251 2020-08-04 00:40:30,961 - mmaction - INFO - Epoch [142][820/3757] lr: 4.206e-02, eta: 4 days, 3:50:28, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6523, loss_cls: 2.6815, loss: 2.6815, grad_norm: 3.0308 2020-08-04 00:40:46,649 - mmaction - INFO - Epoch [142][840/3757] lr: 4.206e-02, eta: 4 days, 3:50:03, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6703, loss_cls: 2.6464, loss: 2.6464, grad_norm: 3.1416 2020-08-04 00:41:02,487 - mmaction - INFO - Epoch [142][860/3757] lr: 4.206e-02, eta: 4 days, 3:49:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.5772, loss: 2.5772, grad_norm: 3.0789 2020-08-04 00:41:18,311 - mmaction - INFO - Epoch [142][880/3757] lr: 4.206e-02, eta: 4 days, 3:49:15, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6398, loss_cls: 2.6903, loss: 2.6903, grad_norm: 3.1636 2020-08-04 00:41:34,070 - mmaction - INFO - Epoch [142][900/3757] lr: 4.206e-02, eta: 4 days, 3:48:50, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6383, loss_cls: 2.7632, loss: 2.7632, grad_norm: 3.0764 2020-08-04 00:41:49,824 - mmaction - INFO - Epoch [142][920/3757] lr: 4.206e-02, eta: 4 days, 3:48:26, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6508, loss_cls: 2.7215, loss: 2.7215, grad_norm: 3.0478 2020-08-04 00:42:05,576 - mmaction - INFO - Epoch [142][940/3757] lr: 4.206e-02, eta: 4 days, 3:48:01, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6813, loss_cls: 2.5298, loss: 2.5298, grad_norm: 2.9606 2020-08-04 00:42:21,431 - mmaction - INFO - Epoch [142][960/3757] lr: 4.206e-02, eta: 4 days, 3:47:37, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6406, loss_cls: 2.7205, loss: 2.7205, grad_norm: 3.0398 2020-08-04 00:42:37,117 - mmaction - INFO - Epoch [142][980/3757] lr: 4.206e-02, eta: 4 days, 3:47:12, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6664, loss_cls: 2.6272, loss: 2.6272, grad_norm: 2.9713 2020-08-04 00:42:52,957 - mmaction - INFO - Epoch [142][1000/3757] lr: 4.206e-02, eta: 4 days, 3:46:49, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6602, loss_cls: 2.6392, loss: 2.6392, grad_norm: 3.0486 2020-08-04 00:43:08,640 - mmaction - INFO - Epoch [142][1020/3757] lr: 4.206e-02, eta: 4 days, 3:46:23, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.6558, loss: 2.6558, grad_norm: 3.1618 2020-08-04 00:43:24,484 - mmaction - INFO - Epoch [142][1040/3757] lr: 4.206e-02, eta: 4 days, 3:46:00, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6594, loss_cls: 2.6620, loss: 2.6620, grad_norm: 3.1234 2020-08-04 00:43:40,190 - mmaction - INFO - Epoch [142][1060/3757] lr: 4.206e-02, eta: 4 days, 3:45:35, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6609, loss_cls: 2.5965, loss: 2.5965, grad_norm: 3.0409 2020-08-04 00:43:55,935 - mmaction - INFO - Epoch [142][1080/3757] lr: 4.206e-02, eta: 4 days, 3:45:10, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6719, loss_cls: 2.5884, loss: 2.5884, grad_norm: 3.1154 2020-08-04 00:44:11,808 - mmaction - INFO - Epoch [142][1100/3757] lr: 4.206e-02, eta: 4 days, 3:44:46, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6461, loss_cls: 2.6645, loss: 2.6645, grad_norm: 3.0452 2020-08-04 00:44:27,608 - mmaction - INFO - Epoch [142][1120/3757] lr: 4.206e-02, eta: 4 days, 3:44:22, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6641, loss_cls: 2.7048, loss: 2.7048, grad_norm: 3.0945 2020-08-04 00:44:43,416 - mmaction - INFO - Epoch [142][1140/3757] lr: 4.206e-02, eta: 4 days, 3:43:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6602, loss_cls: 2.6600, loss: 2.6600, grad_norm: 3.1433 2020-08-04 00:44:59,268 - mmaction - INFO - Epoch [142][1160/3757] lr: 4.206e-02, eta: 4 days, 3:43:35, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6547, loss_cls: 2.6614, loss: 2.6614, grad_norm: 3.0850 2020-08-04 00:45:15,071 - mmaction - INFO - Epoch [142][1180/3757] lr: 4.206e-02, eta: 4 days, 3:43:11, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6492, loss_cls: 2.6692, loss: 2.6692, grad_norm: 3.1119 2020-08-04 00:45:30,850 - mmaction - INFO - Epoch [142][1200/3757] lr: 4.206e-02, eta: 4 days, 3:42:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6641, loss_cls: 2.6265, loss: 2.6265, grad_norm: 3.0886 2020-08-04 00:45:46,589 - mmaction - INFO - Epoch [142][1220/3757] lr: 4.206e-02, eta: 4 days, 3:42:22, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6609, loss_cls: 2.6801, loss: 2.6801, grad_norm: 3.0389 2020-08-04 00:46:02,345 - mmaction - INFO - Epoch [142][1240/3757] lr: 4.206e-02, eta: 4 days, 3:41:57, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6664, loss_cls: 2.6807, loss: 2.6807, grad_norm: 3.1940 2020-08-04 00:46:18,168 - mmaction - INFO - Epoch [142][1260/3757] lr: 4.206e-02, eta: 4 days, 3:41:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6695, loss_cls: 2.6341, loss: 2.6341, grad_norm: 3.0645 2020-08-04 00:46:33,913 - mmaction - INFO - Epoch [142][1280/3757] lr: 4.206e-02, eta: 4 days, 3:41:09, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6500, loss_cls: 2.6264, loss: 2.6264, grad_norm: 2.9875 2020-08-04 00:46:49,763 - mmaction - INFO - Epoch [142][1300/3757] lr: 4.206e-02, eta: 4 days, 3:40:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6781, loss_cls: 2.5454, loss: 2.5454, grad_norm: 3.0132 2020-08-04 00:47:05,697 - mmaction - INFO - Epoch [142][1320/3757] lr: 4.206e-02, eta: 4 days, 3:40:22, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6289, loss_cls: 2.7478, loss: 2.7478, grad_norm: 3.1238 2020-08-04 00:47:21,380 - mmaction - INFO - Epoch [142][1340/3757] lr: 4.206e-02, eta: 4 days, 3:39:57, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6633, loss_cls: 2.6360, loss: 2.6360, grad_norm: 3.0421 2020-08-04 00:47:37,238 - mmaction - INFO - Epoch [142][1360/3757] lr: 4.206e-02, eta: 4 days, 3:39:34, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6461, loss_cls: 2.7033, loss: 2.7033, grad_norm: 3.1018 2020-08-04 00:47:52,981 - mmaction - INFO - Epoch [142][1380/3757] lr: 4.206e-02, eta: 4 days, 3:39:09, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6609, loss_cls: 2.5925, loss: 2.5925, grad_norm: 2.9812 2020-08-04 00:48:08,857 - mmaction - INFO - Epoch [142][1400/3757] lr: 4.206e-02, eta: 4 days, 3:38:46, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6562, loss_cls: 2.6159, loss: 2.6159, grad_norm: 3.0165 2020-08-04 00:48:24,539 - mmaction - INFO - Epoch [142][1420/3757] lr: 4.206e-02, eta: 4 days, 3:38:21, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6523, loss_cls: 2.6713, loss: 2.6713, grad_norm: 3.0893 2020-08-04 00:48:40,457 - mmaction - INFO - Epoch [142][1440/3757] lr: 4.206e-02, eta: 4 days, 3:37:58, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6602, loss_cls: 2.6458, loss: 2.6458, grad_norm: 3.0661 2020-08-04 00:48:56,130 - mmaction - INFO - Epoch [142][1460/3757] lr: 4.206e-02, eta: 4 days, 3:37:33, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6367, loss_cls: 2.6917, loss: 2.6917, grad_norm: 3.1143 2020-08-04 00:49:12,065 - mmaction - INFO - Epoch [142][1480/3757] lr: 4.206e-02, eta: 4 days, 3:37:10, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6695, loss_cls: 2.6736, loss: 2.6736, grad_norm: 3.1275 2020-08-04 00:49:27,802 - mmaction - INFO - Epoch [142][1500/3757] lr: 4.206e-02, eta: 4 days, 3:36:45, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6445, loss_cls: 2.7494, loss: 2.7494, grad_norm: 3.0939 2020-08-04 00:49:43,516 - mmaction - INFO - Epoch [142][1520/3757] lr: 4.206e-02, eta: 4 days, 3:36:21, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6586, loss_cls: 2.6666, loss: 2.6666, grad_norm: 3.0424 2020-08-04 00:49:59,347 - mmaction - INFO - Epoch [142][1540/3757] lr: 4.206e-02, eta: 4 days, 3:35:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6469, loss_cls: 2.7205, loss: 2.7205, grad_norm: 3.2094 2020-08-04 00:50:15,173 - mmaction - INFO - Epoch [142][1560/3757] lr: 4.206e-02, eta: 4 days, 3:35:33, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6594, loss_cls: 2.6282, loss: 2.6282, grad_norm: 3.0702 2020-08-04 00:50:31,075 - mmaction - INFO - Epoch [142][1580/3757] lr: 4.206e-02, eta: 4 days, 3:35:10, time: 0.794, data_time: 0.008, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6773, loss_cls: 2.6176, loss: 2.6176, grad_norm: 3.0470 2020-08-04 00:50:46,834 - mmaction - INFO - Epoch [142][1600/3757] lr: 4.206e-02, eta: 4 days, 3:34:46, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6586, loss_cls: 2.6633, loss: 2.6633, grad_norm: 3.1691 2020-08-04 00:51:02,679 - mmaction - INFO - Epoch [142][1620/3757] lr: 4.206e-02, eta: 4 days, 3:34:22, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6453, loss_cls: 2.6879, loss: 2.6879, grad_norm: 3.1566 2020-08-04 00:51:18,448 - mmaction - INFO - Epoch [142][1640/3757] lr: 4.206e-02, eta: 4 days, 3:33:58, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6562, loss_cls: 2.6709, loss: 2.6709, grad_norm: 3.0459 2020-08-04 00:51:34,314 - mmaction - INFO - Epoch [142][1660/3757] lr: 4.206e-02, eta: 4 days, 3:33:34, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6398, loss_cls: 2.7026, loss: 2.7026, grad_norm: 3.0371 2020-08-04 00:51:50,086 - mmaction - INFO - Epoch [142][1680/3757] lr: 4.206e-02, eta: 4 days, 3:33:10, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6469, loss_cls: 2.7586, loss: 2.7586, grad_norm: 3.0698 2020-08-04 00:52:06,220 - mmaction - INFO - Epoch [142][1700/3757] lr: 4.206e-02, eta: 4 days, 3:32:49, time: 0.808, data_time: 0.002, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6648, loss_cls: 2.6435, loss: 2.6435, grad_norm: 3.0228 2020-08-04 00:52:22,335 - mmaction - INFO - Epoch [142][1720/3757] lr: 4.206e-02, eta: 4 days, 3:32:28, time: 0.806, data_time: 0.023, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6617, loss_cls: 2.6345, loss: 2.6345, grad_norm: 3.0844 2020-08-04 00:52:38,435 - mmaction - INFO - Epoch [142][1740/3757] lr: 4.206e-02, eta: 4 days, 3:32:07, time: 0.805, data_time: 0.018, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6758, loss_cls: 2.6356, loss: 2.6356, grad_norm: 3.1563 2020-08-04 00:52:55,562 - mmaction - INFO - Epoch [142][1760/3757] lr: 4.206e-02, eta: 4 days, 3:31:54, time: 0.857, data_time: 0.069, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6523, loss_cls: 2.6717, loss: 2.6717, grad_norm: 3.0894 2020-08-04 00:53:11,348 - mmaction - INFO - Epoch [142][1780/3757] lr: 4.206e-02, eta: 4 days, 3:31:30, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6523, loss_cls: 2.6673, loss: 2.6673, grad_norm: 3.0810 2020-08-04 00:53:27,197 - mmaction - INFO - Epoch [142][1800/3757] lr: 4.206e-02, eta: 4 days, 3:31:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6461, loss_cls: 2.6514, loss: 2.6514, grad_norm: 3.1101 2020-08-04 00:53:42,937 - mmaction - INFO - Epoch [142][1820/3757] lr: 4.206e-02, eta: 4 days, 3:30:42, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6734, loss_cls: 2.5261, loss: 2.5261, grad_norm: 2.9940 2020-08-04 00:53:58,812 - mmaction - INFO - Epoch [142][1840/3757] lr: 4.206e-02, eta: 4 days, 3:30:19, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6773, loss_cls: 2.6231, loss: 2.6231, grad_norm: 3.1319 2020-08-04 00:54:14,615 - mmaction - INFO - Epoch [142][1860/3757] lr: 4.206e-02, eta: 4 days, 3:29:55, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6547, loss_cls: 2.7215, loss: 2.7215, grad_norm: 3.0668 2020-08-04 00:54:30,439 - mmaction - INFO - Epoch [142][1880/3757] lr: 4.206e-02, eta: 4 days, 3:29:31, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6695, loss_cls: 2.6023, loss: 2.6023, grad_norm: 3.0072 2020-08-04 00:54:46,273 - mmaction - INFO - Epoch [142][1900/3757] lr: 4.206e-02, eta: 4 days, 3:29:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6539, loss_cls: 2.6787, loss: 2.6787, grad_norm: 3.1352 2020-08-04 00:55:02,116 - mmaction - INFO - Epoch [142][1920/3757] lr: 4.206e-02, eta: 4 days, 3:28:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6617, loss_cls: 2.6417, loss: 2.6417, grad_norm: 3.1246 2020-08-04 00:55:17,835 - mmaction - INFO - Epoch [142][1940/3757] lr: 4.206e-02, eta: 4 days, 3:28:19, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6609, loss_cls: 2.6574, loss: 2.6574, grad_norm: 2.9982 2020-08-04 00:55:33,644 - mmaction - INFO - Epoch [142][1960/3757] lr: 4.206e-02, eta: 4 days, 3:27:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6492, loss_cls: 2.7059, loss: 2.7059, grad_norm: 3.1593 2020-08-04 00:55:49,439 - mmaction - INFO - Epoch [142][1980/3757] lr: 4.206e-02, eta: 4 days, 3:27:32, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6555, loss_cls: 2.7548, loss: 2.7548, grad_norm: 3.0904 2020-08-04 00:56:05,356 - mmaction - INFO - Epoch [142][2000/3757] lr: 4.206e-02, eta: 4 days, 3:27:09, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6562, loss_cls: 2.6215, loss: 2.6215, grad_norm: 3.1597 2020-08-04 00:56:21,055 - mmaction - INFO - Epoch [142][2020/3757] lr: 4.206e-02, eta: 4 days, 3:26:44, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6680, loss_cls: 2.6353, loss: 2.6353, grad_norm: 3.0831 2020-08-04 00:56:36,840 - mmaction - INFO - Epoch [142][2040/3757] lr: 4.206e-02, eta: 4 days, 3:26:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6602, loss_cls: 2.6681, loss: 2.6681, grad_norm: 3.1165 2020-08-04 00:56:52,535 - mmaction - INFO - Epoch [142][2060/3757] lr: 4.206e-02, eta: 4 days, 3:25:56, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6344, loss_cls: 2.7344, loss: 2.7344, grad_norm: 3.0739 2020-08-04 00:57:08,426 - mmaction - INFO - Epoch [142][2080/3757] lr: 4.206e-02, eta: 4 days, 3:25:33, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6461, loss_cls: 2.6683, loss: 2.6683, grad_norm: 3.1528 2020-08-04 00:57:24,194 - mmaction - INFO - Epoch [142][2100/3757] lr: 4.206e-02, eta: 4 days, 3:25:08, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6367, loss_cls: 2.6805, loss: 2.6805, grad_norm: 3.0578 2020-08-04 00:57:40,032 - mmaction - INFO - Epoch [142][2120/3757] lr: 4.206e-02, eta: 4 days, 3:24:45, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6539, loss_cls: 2.6852, loss: 2.6852, grad_norm: 3.0408 2020-08-04 00:57:55,837 - mmaction - INFO - Epoch [142][2140/3757] lr: 4.206e-02, eta: 4 days, 3:24:21, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6687, loss_cls: 2.5812, loss: 2.5812, grad_norm: 2.9793 2020-08-04 00:58:11,661 - mmaction - INFO - Epoch [142][2160/3757] lr: 4.206e-02, eta: 4 days, 3:23:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6422, loss_cls: 2.7112, loss: 2.7112, grad_norm: 3.0425 2020-08-04 00:58:27,353 - mmaction - INFO - Epoch [142][2180/3757] lr: 4.206e-02, eta: 4 days, 3:23:33, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6336, loss_cls: 2.7631, loss: 2.7631, grad_norm: 3.0893 2020-08-04 00:58:43,268 - mmaction - INFO - Epoch [142][2200/3757] lr: 4.206e-02, eta: 4 days, 3:23:10, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6359, loss_cls: 2.7425, loss: 2.7425, grad_norm: 3.0722 2020-08-04 00:58:58,952 - mmaction - INFO - Epoch [142][2220/3757] lr: 4.206e-02, eta: 4 days, 3:22:45, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6570, loss_cls: 2.6218, loss: 2.6218, grad_norm: 3.0831 2020-08-04 00:59:14,743 - mmaction - INFO - Epoch [142][2240/3757] lr: 4.206e-02, eta: 4 days, 3:22:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6438, loss_cls: 2.7246, loss: 2.7246, grad_norm: 3.0678 2020-08-04 00:59:30,436 - mmaction - INFO - Epoch [142][2260/3757] lr: 4.206e-02, eta: 4 days, 3:21:57, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6484, loss_cls: 2.6611, loss: 2.6611, grad_norm: 3.0105 2020-08-04 00:59:46,324 - mmaction - INFO - Epoch [142][2280/3757] lr: 4.206e-02, eta: 4 days, 3:21:34, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6375, loss_cls: 2.7537, loss: 2.7537, grad_norm: 3.0254 2020-08-04 01:00:02,191 - mmaction - INFO - Epoch [142][2300/3757] lr: 4.206e-02, eta: 4 days, 3:21:11, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6508, loss_cls: 2.6508, loss: 2.6508, grad_norm: 3.0553 2020-08-04 01:00:22,335 - mmaction - INFO - Epoch [142][2320/3757] lr: 4.206e-02, eta: 4 days, 3:21:23, time: 1.006, data_time: 0.027, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6484, loss_cls: 2.6371, loss: 2.6371, grad_norm: 3.0371 2020-08-04 01:00:38,110 - mmaction - INFO - Epoch [142][2340/3757] lr: 4.206e-02, eta: 4 days, 3:20:59, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6586, loss_cls: 2.6772, loss: 2.6772, grad_norm: 3.0701 2020-08-04 01:00:53,947 - mmaction - INFO - Epoch [142][2360/3757] lr: 4.206e-02, eta: 4 days, 3:20:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6414, loss_cls: 2.7610, loss: 2.7610, grad_norm: 3.0909 2020-08-04 01:01:09,732 - mmaction - INFO - Epoch [142][2380/3757] lr: 4.206e-02, eta: 4 days, 3:20:12, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6438, loss_cls: 2.7302, loss: 2.7302, grad_norm: 3.0782 2020-08-04 01:01:25,483 - mmaction - INFO - Epoch [142][2400/3757] lr: 4.206e-02, eta: 4 days, 3:19:48, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3547, top5_acc: 0.6109, loss_cls: 2.8877, loss: 2.8877, grad_norm: 3.0893 2020-08-04 01:01:41,261 - mmaction - INFO - Epoch [142][2420/3757] lr: 4.206e-02, eta: 4 days, 3:19:24, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6508, loss_cls: 2.6644, loss: 2.6644, grad_norm: 3.0532 2020-08-04 01:01:57,099 - mmaction - INFO - Epoch [142][2440/3757] lr: 4.206e-02, eta: 4 days, 3:19:01, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6430, loss_cls: 2.7675, loss: 2.7675, grad_norm: 3.0911 2020-08-04 01:02:13,036 - mmaction - INFO - Epoch [142][2460/3757] lr: 4.206e-02, eta: 4 days, 3:18:38, time: 0.797, data_time: 0.011, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6695, loss_cls: 2.6015, loss: 2.6015, grad_norm: 3.0493 2020-08-04 01:02:28,801 - mmaction - INFO - Epoch [142][2480/3757] lr: 4.206e-02, eta: 4 days, 3:18:14, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6672, loss_cls: 2.6485, loss: 2.6485, grad_norm: 3.0889 2020-08-04 01:02:44,697 - mmaction - INFO - Epoch [142][2500/3757] lr: 4.206e-02, eta: 4 days, 3:17:51, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6500, loss_cls: 2.6232, loss: 2.6232, grad_norm: 3.1507 2020-08-04 01:03:00,485 - mmaction - INFO - Epoch [142][2520/3757] lr: 4.206e-02, eta: 4 days, 3:17:27, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6883, loss_cls: 2.5311, loss: 2.5311, grad_norm: 3.1216 2020-08-04 01:03:16,206 - mmaction - INFO - Epoch [142][2540/3757] lr: 4.206e-02, eta: 4 days, 3:17:03, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6703, loss_cls: 2.6146, loss: 2.6146, grad_norm: 3.1272 2020-08-04 01:03:31,991 - mmaction - INFO - Epoch [142][2560/3757] lr: 4.206e-02, eta: 4 days, 3:16:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6414, loss_cls: 2.7267, loss: 2.7267, grad_norm: 3.1928 2020-08-04 01:03:47,761 - mmaction - INFO - Epoch [142][2580/3757] lr: 4.206e-02, eta: 4 days, 3:16:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6594, loss_cls: 2.6903, loss: 2.6903, grad_norm: 3.0882 2020-08-04 01:04:03,559 - mmaction - INFO - Epoch [142][2600/3757] lr: 4.206e-02, eta: 4 days, 3:15:51, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6516, loss_cls: 2.6731, loss: 2.6731, grad_norm: 3.0350 2020-08-04 01:04:19,322 - mmaction - INFO - Epoch [142][2620/3757] lr: 4.206e-02, eta: 4 days, 3:15:27, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6547, loss_cls: 2.6532, loss: 2.6532, grad_norm: 3.1084 2020-08-04 01:04:35,158 - mmaction - INFO - Epoch [142][2640/3757] lr: 4.206e-02, eta: 4 days, 3:15:04, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6586, loss_cls: 2.6765, loss: 2.6765, grad_norm: 3.1485 2020-08-04 01:04:50,958 - mmaction - INFO - Epoch [142][2660/3757] lr: 4.206e-02, eta: 4 days, 3:14:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6656, loss_cls: 2.6910, loss: 2.6910, grad_norm: 3.2124 2020-08-04 01:05:06,904 - mmaction - INFO - Epoch [142][2680/3757] lr: 4.206e-02, eta: 4 days, 3:14:18, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6578, loss_cls: 2.6437, loss: 2.6437, grad_norm: 3.1410 2020-08-04 01:05:22,644 - mmaction - INFO - Epoch [142][2700/3757] lr: 4.206e-02, eta: 4 days, 3:13:54, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6523, loss_cls: 2.6766, loss: 2.6766, grad_norm: 3.1870 2020-08-04 01:05:38,543 - mmaction - INFO - Epoch [142][2720/3757] lr: 4.206e-02, eta: 4 days, 3:13:31, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6578, loss_cls: 2.6912, loss: 2.6912, grad_norm: 3.0984 2020-08-04 01:05:54,254 - mmaction - INFO - Epoch [142][2740/3757] lr: 4.206e-02, eta: 4 days, 3:13:07, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6547, loss_cls: 2.7142, loss: 2.7142, grad_norm: 3.0293 2020-08-04 01:06:10,030 - mmaction - INFO - Epoch [142][2760/3757] lr: 4.206e-02, eta: 4 days, 3:12:43, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6398, loss_cls: 2.6695, loss: 2.6695, grad_norm: 3.0649 2020-08-04 01:06:25,810 - mmaction - INFO - Epoch [142][2780/3757] lr: 4.206e-02, eta: 4 days, 3:12:19, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6375, loss_cls: 2.7329, loss: 2.7329, grad_norm: 3.0314 2020-08-04 01:06:41,593 - mmaction - INFO - Epoch [142][2800/3757] lr: 4.206e-02, eta: 4 days, 3:11:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6508, loss_cls: 2.6254, loss: 2.6254, grad_norm: 3.0288 2020-08-04 01:06:57,353 - mmaction - INFO - Epoch [142][2820/3757] lr: 4.206e-02, eta: 4 days, 3:11:31, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6875, loss_cls: 2.5568, loss: 2.5568, grad_norm: 3.0421 2020-08-04 01:07:13,197 - mmaction - INFO - Epoch [142][2840/3757] lr: 4.206e-02, eta: 4 days, 3:11:08, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6531, loss_cls: 2.6185, loss: 2.6185, grad_norm: 3.0542 2020-08-04 01:07:29,002 - mmaction - INFO - Epoch [142][2860/3757] lr: 4.206e-02, eta: 4 days, 3:10:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6273, loss_cls: 2.7029, loss: 2.7029, grad_norm: 3.0676 2020-08-04 01:07:44,754 - mmaction - INFO - Epoch [142][2880/3757] lr: 4.206e-02, eta: 4 days, 3:10:21, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6469, loss_cls: 2.6842, loss: 2.6842, grad_norm: 3.1525 2020-08-04 01:08:00,581 - mmaction - INFO - Epoch [142][2900/3757] lr: 4.206e-02, eta: 4 days, 3:09:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6703, loss_cls: 2.6342, loss: 2.6342, grad_norm: 2.9961 2020-08-04 01:08:16,465 - mmaction - INFO - Epoch [142][2920/3757] lr: 4.206e-02, eta: 4 days, 3:09:34, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6359, loss_cls: 2.7059, loss: 2.7059, grad_norm: 3.1362 2020-08-04 01:08:32,326 - mmaction - INFO - Epoch [142][2940/3757] lr: 4.206e-02, eta: 4 days, 3:09:11, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6641, loss_cls: 2.5697, loss: 2.5697, grad_norm: 3.0164 2020-08-04 01:08:48,152 - mmaction - INFO - Epoch [142][2960/3757] lr: 4.206e-02, eta: 4 days, 3:08:48, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6461, loss_cls: 2.6837, loss: 2.6837, grad_norm: 3.0907 2020-08-04 01:09:03,941 - mmaction - INFO - Epoch [142][2980/3757] lr: 4.206e-02, eta: 4 days, 3:08:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6641, loss_cls: 2.6713, loss: 2.6713, grad_norm: 3.0571 2020-08-04 01:09:19,828 - mmaction - INFO - Epoch [142][3000/3757] lr: 4.206e-02, eta: 4 days, 3:08:01, time: 0.795, data_time: 0.011, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6570, loss_cls: 2.6017, loss: 2.6017, grad_norm: 3.0449 2020-08-04 01:09:35,608 - mmaction - INFO - Epoch [142][3020/3757] lr: 4.206e-02, eta: 4 days, 3:07:38, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6719, loss_cls: 2.6566, loss: 2.6566, grad_norm: 3.1495 2020-08-04 01:09:51,399 - mmaction - INFO - Epoch [142][3040/3757] lr: 4.206e-02, eta: 4 days, 3:07:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6383, loss_cls: 2.7438, loss: 2.7438, grad_norm: 3.1005 2020-08-04 01:10:07,221 - mmaction - INFO - Epoch [142][3060/3757] lr: 4.206e-02, eta: 4 days, 3:06:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6422, loss_cls: 2.7239, loss: 2.7239, grad_norm: 3.0723 2020-08-04 01:10:23,014 - mmaction - INFO - Epoch [142][3080/3757] lr: 4.206e-02, eta: 4 days, 3:06:27, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6391, loss_cls: 2.6869, loss: 2.6869, grad_norm: 3.0448 2020-08-04 01:10:44,201 - mmaction - INFO - Epoch [142][3100/3757] lr: 4.206e-02, eta: 4 days, 3:06:48, time: 1.059, data_time: 0.001, memory: 6192, top1_acc: 0.3781, top5_acc: 0.6469, loss_cls: 2.7363, loss: 2.7363, grad_norm: 3.1003 2020-08-04 01:11:00,506 - mmaction - INFO - Epoch [142][3120/3757] lr: 4.206e-02, eta: 4 days, 3:06:29, time: 0.815, data_time: 0.001, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6516, loss_cls: 2.6157, loss: 2.6157, grad_norm: 2.9444 2020-08-04 01:11:16,184 - mmaction - INFO - Epoch [142][3140/3757] lr: 4.206e-02, eta: 4 days, 3:06:04, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6805, loss_cls: 2.5792, loss: 2.5792, grad_norm: 3.0413 2020-08-04 01:11:31,958 - mmaction - INFO - Epoch [142][3160/3757] lr: 4.206e-02, eta: 4 days, 3:05:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6523, loss_cls: 2.6638, loss: 2.6638, grad_norm: 3.1118 2020-08-04 01:11:47,784 - mmaction - INFO - Epoch [142][3180/3757] lr: 4.206e-02, eta: 4 days, 3:05:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6523, loss_cls: 2.6353, loss: 2.6353, grad_norm: 3.0734 2020-08-04 01:12:03,606 - mmaction - INFO - Epoch [142][3200/3757] lr: 4.206e-02, eta: 4 days, 3:04:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6367, loss_cls: 2.7132, loss: 2.7132, grad_norm: 3.0422 2020-08-04 01:12:19,428 - mmaction - INFO - Epoch [142][3220/3757] lr: 4.206e-02, eta: 4 days, 3:04:30, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6445, loss_cls: 2.6543, loss: 2.6543, grad_norm: 3.0090 2020-08-04 01:12:35,258 - mmaction - INFO - Epoch [142][3240/3757] lr: 4.206e-02, eta: 4 days, 3:04:07, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6641, loss_cls: 2.5737, loss: 2.5737, grad_norm: 2.9736 2020-08-04 01:12:51,065 - mmaction - INFO - Epoch [142][3260/3757] lr: 4.206e-02, eta: 4 days, 3:03:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6492, loss_cls: 2.6303, loss: 2.6303, grad_norm: 3.0801 2020-08-04 01:13:06,744 - mmaction - INFO - Epoch [142][3280/3757] lr: 4.206e-02, eta: 4 days, 3:03:19, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6320, loss_cls: 2.7750, loss: 2.7750, grad_norm: 3.1783 2020-08-04 01:13:22,693 - mmaction - INFO - Epoch [142][3300/3757] lr: 4.206e-02, eta: 4 days, 3:02:57, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6594, loss_cls: 2.6079, loss: 2.6079, grad_norm: 3.0618 2020-08-04 01:13:38,391 - mmaction - INFO - Epoch [142][3320/3757] lr: 4.206e-02, eta: 4 days, 3:02:33, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6586, loss_cls: 2.7064, loss: 2.7064, grad_norm: 3.0670 2020-08-04 01:13:54,149 - mmaction - INFO - Epoch [142][3340/3757] lr: 4.206e-02, eta: 4 days, 3:02:09, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6703, loss_cls: 2.5751, loss: 2.5751, grad_norm: 3.0187 2020-08-04 01:14:09,947 - mmaction - INFO - Epoch [142][3360/3757] lr: 4.206e-02, eta: 4 days, 3:01:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6570, loss_cls: 2.6617, loss: 2.6617, grad_norm: 3.0783 2020-08-04 01:14:25,735 - mmaction - INFO - Epoch [142][3380/3757] lr: 4.206e-02, eta: 4 days, 3:01:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6484, loss_cls: 2.6657, loss: 2.6657, grad_norm: 3.0362 2020-08-04 01:14:41,543 - mmaction - INFO - Epoch [142][3400/3757] lr: 4.206e-02, eta: 4 days, 3:00:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6781, loss_cls: 2.5774, loss: 2.5774, grad_norm: 3.0261 2020-08-04 01:14:57,397 - mmaction - INFO - Epoch [142][3420/3757] lr: 4.206e-02, eta: 4 days, 3:00:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6594, loss_cls: 2.6393, loss: 2.6393, grad_norm: 3.0647 2020-08-04 01:15:13,183 - mmaction - INFO - Epoch [142][3440/3757] lr: 4.206e-02, eta: 4 days, 3:00:12, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6750, loss_cls: 2.5953, loss: 2.5953, grad_norm: 3.1616 2020-08-04 01:15:28,982 - mmaction - INFO - Epoch [142][3460/3757] lr: 4.206e-02, eta: 4 days, 2:59:48, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6430, loss_cls: 2.7269, loss: 2.7269, grad_norm: 3.1664 2020-08-04 01:15:44,740 - mmaction - INFO - Epoch [142][3480/3757] lr: 4.206e-02, eta: 4 days, 2:59:25, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6445, loss_cls: 2.7824, loss: 2.7824, grad_norm: 3.0489 2020-08-04 01:16:00,537 - mmaction - INFO - Epoch [142][3500/3757] lr: 4.206e-02, eta: 4 days, 2:59:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6414, loss_cls: 2.7473, loss: 2.7473, grad_norm: 3.0941 2020-08-04 01:16:16,415 - mmaction - INFO - Epoch [142][3520/3757] lr: 4.206e-02, eta: 4 days, 2:58:38, time: 0.796, data_time: 0.010, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6359, loss_cls: 2.7428, loss: 2.7428, grad_norm: 3.0426 2020-08-04 01:16:32,220 - mmaction - INFO - Epoch [142][3540/3757] lr: 4.206e-02, eta: 4 days, 2:58:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6750, loss_cls: 2.5548, loss: 2.5548, grad_norm: 2.9245 2020-08-04 01:16:48,035 - mmaction - INFO - Epoch [142][3560/3757] lr: 4.206e-02, eta: 4 days, 2:57:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6727, loss_cls: 2.6134, loss: 2.6134, grad_norm: 3.0586 2020-08-04 01:17:03,820 - mmaction - INFO - Epoch [142][3580/3757] lr: 4.206e-02, eta: 4 days, 2:57:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6602, loss_cls: 2.6106, loss: 2.6106, grad_norm: 3.0418 2020-08-04 01:17:19,621 - mmaction - INFO - Epoch [142][3600/3757] lr: 4.206e-02, eta: 4 days, 2:57:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6484, loss_cls: 2.6785, loss: 2.6785, grad_norm: 3.0499 2020-08-04 01:17:35,431 - mmaction - INFO - Epoch [142][3620/3757] lr: 4.206e-02, eta: 4 days, 2:56:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6687, loss_cls: 2.6717, loss: 2.6717, grad_norm: 3.0954 2020-08-04 01:17:51,183 - mmaction - INFO - Epoch [142][3640/3757] lr: 4.206e-02, eta: 4 days, 2:56:18, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6719, loss_cls: 2.6197, loss: 2.6197, grad_norm: 3.1298 2020-08-04 01:18:07,006 - mmaction - INFO - Epoch [142][3660/3757] lr: 4.206e-02, eta: 4 days, 2:55:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6336, loss_cls: 2.7196, loss: 2.7196, grad_norm: 3.0874 2020-08-04 01:18:22,796 - mmaction - INFO - Epoch [142][3680/3757] lr: 4.206e-02, eta: 4 days, 2:55:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6672, loss_cls: 2.6737, loss: 2.6737, grad_norm: 3.1457 2020-08-04 01:18:38,670 - mmaction - INFO - Epoch [142][3700/3757] lr: 4.206e-02, eta: 4 days, 2:55:08, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6320, loss_cls: 2.7901, loss: 2.7901, grad_norm: 3.1430 2020-08-04 01:18:54,489 - mmaction - INFO - Epoch [142][3720/3757] lr: 4.206e-02, eta: 4 days, 2:54:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6461, loss_cls: 2.7012, loss: 2.7012, grad_norm: 3.0626 2020-08-04 01:19:10,310 - mmaction - INFO - Epoch [142][3740/3757] lr: 4.206e-02, eta: 4 days, 2:54:22, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6477, loss_cls: 2.7456, loss: 2.7456, grad_norm: 3.0763 2020-08-04 01:22:11,721 - mmaction - INFO - Epoch [143][20/3757] lr: 4.145e-02, eta: 4 days, 3:11:42, time: 8.116, data_time: 7.285, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6578, loss_cls: 2.6604, loss: 2.6604, grad_norm: 3.0245 2020-08-04 01:22:27,530 - mmaction - INFO - Epoch [143][40/3757] lr: 4.145e-02, eta: 4 days, 3:11:18, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6531, loss_cls: 2.6420, loss: 2.6420, grad_norm: 3.0423 2020-08-04 01:22:43,249 - mmaction - INFO - Epoch [143][60/3757] lr: 4.145e-02, eta: 4 days, 3:10:54, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6680, loss_cls: 2.5742, loss: 2.5742, grad_norm: 3.0461 2020-08-04 01:22:59,020 - mmaction - INFO - Epoch [143][80/3757] lr: 4.145e-02, eta: 4 days, 3:10:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6516, loss_cls: 2.6973, loss: 2.6973, grad_norm: 3.1036 2020-08-04 01:23:14,863 - mmaction - INFO - Epoch [143][100/3757] lr: 4.145e-02, eta: 4 days, 3:10:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6641, loss_cls: 2.6360, loss: 2.6360, grad_norm: 3.0680 2020-08-04 01:23:30,736 - mmaction - INFO - Epoch [143][120/3757] lr: 4.145e-02, eta: 4 days, 3:09:43, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6742, loss_cls: 2.6284, loss: 2.6284, grad_norm: 3.0576 2020-08-04 01:23:46,639 - mmaction - INFO - Epoch [143][140/3757] lr: 4.145e-02, eta: 4 days, 3:09:20, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.5472, loss: 2.5472, grad_norm: 3.0375 2020-08-04 01:24:02,466 - mmaction - INFO - Epoch [143][160/3757] lr: 4.145e-02, eta: 4 days, 3:08:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6734, loss_cls: 2.5788, loss: 2.5788, grad_norm: 3.0593 2020-08-04 01:24:18,262 - mmaction - INFO - Epoch [143][180/3757] lr: 4.145e-02, eta: 4 days, 3:08:33, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6750, loss_cls: 2.6410, loss: 2.6410, grad_norm: 3.1291 2020-08-04 01:24:34,066 - mmaction - INFO - Epoch [143][200/3757] lr: 4.145e-02, eta: 4 days, 3:08:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6672, loss_cls: 2.5741, loss: 2.5741, grad_norm: 3.0837 2020-08-04 01:24:49,878 - mmaction - INFO - Epoch [143][220/3757] lr: 4.145e-02, eta: 4 days, 3:07:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6492, loss_cls: 2.6672, loss: 2.6672, grad_norm: 3.0596 2020-08-04 01:25:05,791 - mmaction - INFO - Epoch [143][240/3757] lr: 4.145e-02, eta: 4 days, 3:07:23, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.6075, loss: 2.6075, grad_norm: 3.1178 2020-08-04 01:25:21,567 - mmaction - INFO - Epoch [143][260/3757] lr: 4.145e-02, eta: 4 days, 3:06:59, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6711, loss_cls: 2.6667, loss: 2.6667, grad_norm: 3.1824 2020-08-04 01:25:37,486 - mmaction - INFO - Epoch [143][280/3757] lr: 4.145e-02, eta: 4 days, 3:06:36, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6727, loss_cls: 2.5610, loss: 2.5610, grad_norm: 3.0336 2020-08-04 01:25:53,232 - mmaction - INFO - Epoch [143][300/3757] lr: 4.145e-02, eta: 4 days, 3:06:12, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6578, loss_cls: 2.6852, loss: 2.6852, grad_norm: 3.0632 2020-08-04 01:26:08,978 - mmaction - INFO - Epoch [143][320/3757] lr: 4.145e-02, eta: 4 days, 3:05:48, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6438, loss_cls: 2.6950, loss: 2.6950, grad_norm: 3.0731 2020-08-04 01:26:24,777 - mmaction - INFO - Epoch [143][340/3757] lr: 4.145e-02, eta: 4 days, 3:05:24, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6648, loss_cls: 2.6202, loss: 2.6202, grad_norm: 3.0248 2020-08-04 01:26:40,610 - mmaction - INFO - Epoch [143][360/3757] lr: 4.145e-02, eta: 4 days, 3:05:00, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6555, loss_cls: 2.6332, loss: 2.6332, grad_norm: 3.1088 2020-08-04 01:26:56,484 - mmaction - INFO - Epoch [143][380/3757] lr: 4.145e-02, eta: 4 days, 3:04:37, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6570, loss_cls: 2.6429, loss: 2.6429, grad_norm: 3.0598 2020-08-04 01:27:12,237 - mmaction - INFO - Epoch [143][400/3757] lr: 4.145e-02, eta: 4 days, 3:04:13, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6555, loss_cls: 2.6353, loss: 2.6353, grad_norm: 3.0535 2020-08-04 01:27:28,662 - mmaction - INFO - Epoch [143][420/3757] lr: 4.145e-02, eta: 4 days, 3:03:55, time: 0.821, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6727, loss_cls: 2.5549, loss: 2.5549, grad_norm: 3.0172 2020-08-04 01:27:44,488 - mmaction - INFO - Epoch [143][440/3757] lr: 4.145e-02, eta: 4 days, 3:03:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6664, loss_cls: 2.5799, loss: 2.5799, grad_norm: 3.1155 2020-08-04 01:28:03,370 - mmaction - INFO - Epoch [143][460/3757] lr: 4.145e-02, eta: 4 days, 3:03:32, time: 0.943, data_time: 0.005, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6687, loss_cls: 2.6038, loss: 2.6038, grad_norm: 3.0963 2020-08-04 01:28:19,194 - mmaction - INFO - Epoch [143][480/3757] lr: 4.145e-02, eta: 4 days, 3:03:09, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6641, loss_cls: 2.6267, loss: 2.6267, grad_norm: 3.0427 2020-08-04 01:28:34,963 - mmaction - INFO - Epoch [143][500/3757] lr: 4.145e-02, eta: 4 days, 3:02:45, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6625, loss_cls: 2.5874, loss: 2.5874, grad_norm: 3.0868 2020-08-04 01:28:50,835 - mmaction - INFO - Epoch [143][520/3757] lr: 4.145e-02, eta: 4 days, 3:02:22, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6555, loss_cls: 2.6706, loss: 2.6706, grad_norm: 2.9862 2020-08-04 01:29:06,664 - mmaction - INFO - Epoch [143][540/3757] lr: 4.145e-02, eta: 4 days, 3:01:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6555, loss_cls: 2.5946, loss: 2.5946, grad_norm: 3.1055 2020-08-04 01:29:22,513 - mmaction - INFO - Epoch [143][560/3757] lr: 4.145e-02, eta: 4 days, 3:01:35, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6609, loss_cls: 2.6654, loss: 2.6654, grad_norm: 3.0910 2020-08-04 01:29:38,308 - mmaction - INFO - Epoch [143][580/3757] lr: 4.145e-02, eta: 4 days, 3:01:11, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6523, loss_cls: 2.6355, loss: 2.6355, grad_norm: 3.0220 2020-08-04 01:29:54,156 - mmaction - INFO - Epoch [143][600/3757] lr: 4.145e-02, eta: 4 days, 3:00:48, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6508, loss_cls: 2.6707, loss: 2.6707, grad_norm: 3.0895 2020-08-04 01:30:10,147 - mmaction - INFO - Epoch [143][620/3757] lr: 4.145e-02, eta: 4 days, 3:00:26, time: 0.800, data_time: 0.012, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6555, loss_cls: 2.6906, loss: 2.6906, grad_norm: 3.1276 2020-08-04 01:30:25,840 - mmaction - INFO - Epoch [143][640/3757] lr: 4.145e-02, eta: 4 days, 3:00:01, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6625, loss_cls: 2.5609, loss: 2.5609, grad_norm: 3.0788 2020-08-04 01:30:41,671 - mmaction - INFO - Epoch [143][660/3757] lr: 4.145e-02, eta: 4 days, 2:59:38, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6477, loss_cls: 2.7183, loss: 2.7183, grad_norm: 3.1300 2020-08-04 01:30:57,425 - mmaction - INFO - Epoch [143][680/3757] lr: 4.145e-02, eta: 4 days, 2:59:14, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6625, loss_cls: 2.6475, loss: 2.6475, grad_norm: 3.1416 2020-08-04 01:31:13,211 - mmaction - INFO - Epoch [143][700/3757] lr: 4.145e-02, eta: 4 days, 2:58:50, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6195, loss_cls: 2.7592, loss: 2.7592, grad_norm: 3.0860 2020-08-04 01:31:28,965 - mmaction - INFO - Epoch [143][720/3757] lr: 4.145e-02, eta: 4 days, 2:58:26, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6469, loss_cls: 2.6731, loss: 2.6731, grad_norm: 3.1768 2020-08-04 01:31:44,784 - mmaction - INFO - Epoch [143][740/3757] lr: 4.145e-02, eta: 4 days, 2:58:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6289, loss_cls: 2.7393, loss: 2.7393, grad_norm: 3.0895 2020-08-04 01:32:00,527 - mmaction - INFO - Epoch [143][760/3757] lr: 4.145e-02, eta: 4 days, 2:57:39, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6617, loss_cls: 2.6375, loss: 2.6375, grad_norm: 3.0148 2020-08-04 01:32:16,380 - mmaction - INFO - Epoch [143][780/3757] lr: 4.145e-02, eta: 4 days, 2:57:16, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6555, loss_cls: 2.6726, loss: 2.6726, grad_norm: 3.1623 2020-08-04 01:32:32,178 - mmaction - INFO - Epoch [143][800/3757] lr: 4.145e-02, eta: 4 days, 2:56:52, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6547, loss_cls: 2.6623, loss: 2.6623, grad_norm: 2.9871 2020-08-04 01:32:47,994 - mmaction - INFO - Epoch [143][820/3757] lr: 4.145e-02, eta: 4 days, 2:56:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6633, loss_cls: 2.5654, loss: 2.5654, grad_norm: 2.9997 2020-08-04 01:33:03,685 - mmaction - INFO - Epoch [143][840/3757] lr: 4.145e-02, eta: 4 days, 2:56:04, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6586, loss_cls: 2.6174, loss: 2.6174, grad_norm: 3.0185 2020-08-04 01:33:19,480 - mmaction - INFO - Epoch [143][860/3757] lr: 4.145e-02, eta: 4 days, 2:55:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6641, loss_cls: 2.6495, loss: 2.6495, grad_norm: 3.0385 2020-08-04 01:33:35,295 - mmaction - INFO - Epoch [143][880/3757] lr: 4.145e-02, eta: 4 days, 2:55:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6672, loss_cls: 2.5681, loss: 2.5681, grad_norm: 3.0610 2020-08-04 01:33:51,177 - mmaction - INFO - Epoch [143][900/3757] lr: 4.145e-02, eta: 4 days, 2:54:54, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6625, loss_cls: 2.6040, loss: 2.6040, grad_norm: 3.0765 2020-08-04 01:34:06,997 - mmaction - INFO - Epoch [143][920/3757] lr: 4.145e-02, eta: 4 days, 2:54:31, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6617, loss_cls: 2.5801, loss: 2.5801, grad_norm: 3.0544 2020-08-04 01:34:22,773 - mmaction - INFO - Epoch [143][940/3757] lr: 4.145e-02, eta: 4 days, 2:54:07, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6805, loss_cls: 2.5389, loss: 2.5389, grad_norm: 3.0427 2020-08-04 01:34:38,563 - mmaction - INFO - Epoch [143][960/3757] lr: 4.145e-02, eta: 4 days, 2:53:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6500, loss_cls: 2.6800, loss: 2.6800, grad_norm: 3.0488 2020-08-04 01:34:54,410 - mmaction - INFO - Epoch [143][980/3757] lr: 4.145e-02, eta: 4 days, 2:53:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6594, loss_cls: 2.6589, loss: 2.6589, grad_norm: 3.0018 2020-08-04 01:35:10,185 - mmaction - INFO - Epoch [143][1000/3757] lr: 4.145e-02, eta: 4 days, 2:52:57, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6875, loss_cls: 2.5665, loss: 2.5665, grad_norm: 3.0561 2020-08-04 01:35:25,984 - mmaction - INFO - Epoch [143][1020/3757] lr: 4.145e-02, eta: 4 days, 2:52:33, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6469, loss_cls: 2.7237, loss: 2.7237, grad_norm: 3.2135 2020-08-04 01:35:41,795 - mmaction - INFO - Epoch [143][1040/3757] lr: 4.145e-02, eta: 4 days, 2:52:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6594, loss_cls: 2.6629, loss: 2.6629, grad_norm: 3.0352 2020-08-04 01:35:57,582 - mmaction - INFO - Epoch [143][1060/3757] lr: 4.145e-02, eta: 4 days, 2:51:46, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6508, loss_cls: 2.6384, loss: 2.6384, grad_norm: 3.1471 2020-08-04 01:36:13,342 - mmaction - INFO - Epoch [143][1080/3757] lr: 4.145e-02, eta: 4 days, 2:51:22, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6570, loss_cls: 2.6144, loss: 2.6144, grad_norm: 3.1134 2020-08-04 01:36:29,159 - mmaction - INFO - Epoch [143][1100/3757] lr: 4.145e-02, eta: 4 days, 2:50:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6750, loss_cls: 2.5709, loss: 2.5709, grad_norm: 3.0850 2020-08-04 01:36:44,970 - mmaction - INFO - Epoch [143][1120/3757] lr: 4.145e-02, eta: 4 days, 2:50:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6531, loss_cls: 2.7037, loss: 2.7037, grad_norm: 3.0823 2020-08-04 01:37:00,810 - mmaction - INFO - Epoch [143][1140/3757] lr: 4.145e-02, eta: 4 days, 2:50:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6586, loss_cls: 2.6504, loss: 2.6504, grad_norm: 3.0833 2020-08-04 01:37:16,614 - mmaction - INFO - Epoch [143][1160/3757] lr: 4.145e-02, eta: 4 days, 2:49:49, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6398, loss_cls: 2.7073, loss: 2.7073, grad_norm: 3.1542 2020-08-04 01:37:32,335 - mmaction - INFO - Epoch [143][1180/3757] lr: 4.145e-02, eta: 4 days, 2:49:25, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6516, loss_cls: 2.6636, loss: 2.6636, grad_norm: 3.0990 2020-08-04 01:37:48,150 - mmaction - INFO - Epoch [143][1200/3757] lr: 4.145e-02, eta: 4 days, 2:49:01, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6555, loss_cls: 2.6203, loss: 2.6203, grad_norm: 3.0381 2020-08-04 01:38:03,989 - mmaction - INFO - Epoch [143][1220/3757] lr: 4.145e-02, eta: 4 days, 2:48:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6562, loss_cls: 2.6739, loss: 2.6739, grad_norm: 3.0889 2020-08-04 01:38:19,795 - mmaction - INFO - Epoch [143][1240/3757] lr: 4.145e-02, eta: 4 days, 2:48:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6664, loss_cls: 2.6286, loss: 2.6286, grad_norm: 3.0591 2020-08-04 01:38:35,628 - mmaction - INFO - Epoch [143][1260/3757] lr: 4.145e-02, eta: 4 days, 2:47:51, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6352, loss_cls: 2.7813, loss: 2.7813, grad_norm: 3.1780 2020-08-04 01:38:51,475 - mmaction - INFO - Epoch [143][1280/3757] lr: 4.145e-02, eta: 4 days, 2:47:28, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6617, loss_cls: 2.6998, loss: 2.6998, grad_norm: 3.0093 2020-08-04 01:39:07,155 - mmaction - INFO - Epoch [143][1300/3757] lr: 4.145e-02, eta: 4 days, 2:47:04, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6703, loss_cls: 2.5550, loss: 2.5550, grad_norm: 3.0369 2020-08-04 01:39:23,016 - mmaction - INFO - Epoch [143][1320/3757] lr: 4.145e-02, eta: 4 days, 2:46:41, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6625, loss_cls: 2.6636, loss: 2.6636, grad_norm: 3.0889 2020-08-04 01:39:38,881 - mmaction - INFO - Epoch [143][1340/3757] lr: 4.145e-02, eta: 4 days, 2:46:18, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6438, loss_cls: 2.6661, loss: 2.6661, grad_norm: 3.0762 2020-08-04 01:39:54,619 - mmaction - INFO - Epoch [143][1360/3757] lr: 4.145e-02, eta: 4 days, 2:45:54, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6758, loss_cls: 2.5723, loss: 2.5723, grad_norm: 3.1411 2020-08-04 01:40:10,487 - mmaction - INFO - Epoch [143][1380/3757] lr: 4.145e-02, eta: 4 days, 2:45:31, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6617, loss_cls: 2.6446, loss: 2.6446, grad_norm: 3.1461 2020-08-04 01:40:26,281 - mmaction - INFO - Epoch [143][1400/3757] lr: 4.145e-02, eta: 4 days, 2:45:08, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6562, loss_cls: 2.6529, loss: 2.6529, grad_norm: 3.1253 2020-08-04 01:40:42,070 - mmaction - INFO - Epoch [143][1420/3757] lr: 4.145e-02, eta: 4 days, 2:44:44, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6555, loss_cls: 2.6191, loss: 2.6191, grad_norm: 2.9817 2020-08-04 01:40:57,942 - mmaction - INFO - Epoch [143][1440/3757] lr: 4.145e-02, eta: 4 days, 2:44:21, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6328, loss_cls: 2.7994, loss: 2.7994, grad_norm: 3.1160 2020-08-04 01:41:13,645 - mmaction - INFO - Epoch [143][1460/3757] lr: 4.145e-02, eta: 4 days, 2:43:57, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6586, loss_cls: 2.6271, loss: 2.6271, grad_norm: 3.0020 2020-08-04 01:41:29,455 - mmaction - INFO - Epoch [143][1480/3757] lr: 4.145e-02, eta: 4 days, 2:43:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6586, loss_cls: 2.6332, loss: 2.6332, grad_norm: 3.1122 2020-08-04 01:41:45,279 - mmaction - INFO - Epoch [143][1500/3757] lr: 4.145e-02, eta: 4 days, 2:43:11, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6234, loss_cls: 2.7356, loss: 2.7356, grad_norm: 3.1172 2020-08-04 01:42:01,131 - mmaction - INFO - Epoch [143][1520/3757] lr: 4.145e-02, eta: 4 days, 2:42:48, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6516, loss_cls: 2.7134, loss: 2.7134, grad_norm: 3.0850 2020-08-04 01:42:16,970 - mmaction - INFO - Epoch [143][1540/3757] lr: 4.145e-02, eta: 4 days, 2:42:25, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6391, loss_cls: 2.7506, loss: 2.7506, grad_norm: 3.1562 2020-08-04 01:42:32,774 - mmaction - INFO - Epoch [143][1560/3757] lr: 4.145e-02, eta: 4 days, 2:42:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.6191, loss: 2.6191, grad_norm: 3.0849 2020-08-04 01:42:48,558 - mmaction - INFO - Epoch [143][1580/3757] lr: 4.145e-02, eta: 4 days, 2:41:38, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6555, loss_cls: 2.6669, loss: 2.6669, grad_norm: 3.0380 2020-08-04 01:43:04,383 - mmaction - INFO - Epoch [143][1600/3757] lr: 4.145e-02, eta: 4 days, 2:41:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6711, loss_cls: 2.5706, loss: 2.5706, grad_norm: 2.9864 2020-08-04 01:43:20,158 - mmaction - INFO - Epoch [143][1620/3757] lr: 4.145e-02, eta: 4 days, 2:40:51, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.5738, loss: 2.5738, grad_norm: 3.0072 2020-08-04 01:43:35,936 - mmaction - INFO - Epoch [143][1640/3757] lr: 4.145e-02, eta: 4 days, 2:40:28, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6484, loss_cls: 2.6686, loss: 2.6686, grad_norm: 3.0943 2020-08-04 01:43:51,732 - mmaction - INFO - Epoch [143][1660/3757] lr: 4.145e-02, eta: 4 days, 2:40:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6266, loss_cls: 2.7897, loss: 2.7897, grad_norm: 3.0597 2020-08-04 01:44:07,534 - mmaction - INFO - Epoch [143][1680/3757] lr: 4.145e-02, eta: 4 days, 2:39:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6578, loss_cls: 2.6632, loss: 2.6632, grad_norm: 3.0011 2020-08-04 01:44:23,346 - mmaction - INFO - Epoch [143][1700/3757] lr: 4.145e-02, eta: 4 days, 2:39:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6453, loss_cls: 2.7312, loss: 2.7312, grad_norm: 3.0425 2020-08-04 01:44:39,187 - mmaction - INFO - Epoch [143][1720/3757] lr: 4.145e-02, eta: 4 days, 2:38:55, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6414, loss_cls: 2.7002, loss: 2.7002, grad_norm: 3.1484 2020-08-04 01:44:54,987 - mmaction - INFO - Epoch [143][1740/3757] lr: 4.145e-02, eta: 4 days, 2:38:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6906, loss_cls: 2.5618, loss: 2.5618, grad_norm: 3.1494 2020-08-04 01:45:10,816 - mmaction - INFO - Epoch [143][1760/3757] lr: 4.145e-02, eta: 4 days, 2:38:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6711, loss_cls: 2.6170, loss: 2.6170, grad_norm: 3.0258 2020-08-04 01:45:26,716 - mmaction - INFO - Epoch [143][1780/3757] lr: 4.145e-02, eta: 4 days, 2:37:46, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6609, loss_cls: 2.6204, loss: 2.6204, grad_norm: 3.1094 2020-08-04 01:45:42,511 - mmaction - INFO - Epoch [143][1800/3757] lr: 4.145e-02, eta: 4 days, 2:37:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6484, loss_cls: 2.6393, loss: 2.6393, grad_norm: 3.0687 2020-08-04 01:45:58,334 - mmaction - INFO - Epoch [143][1820/3757] lr: 4.145e-02, eta: 4 days, 2:36:59, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6555, loss_cls: 2.6813, loss: 2.6813, grad_norm: 3.1096 2020-08-04 01:46:14,137 - mmaction - INFO - Epoch [143][1840/3757] lr: 4.145e-02, eta: 4 days, 2:36:36, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6516, loss_cls: 2.6356, loss: 2.6356, grad_norm: 3.1130 2020-08-04 01:46:29,909 - mmaction - INFO - Epoch [143][1860/3757] lr: 4.145e-02, eta: 4 days, 2:36:12, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6813, loss_cls: 2.5573, loss: 2.5573, grad_norm: 3.0293 2020-08-04 01:46:45,711 - mmaction - INFO - Epoch [143][1880/3757] lr: 4.145e-02, eta: 4 days, 2:35:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6344, loss_cls: 2.7254, loss: 2.7254, grad_norm: 3.0416 2020-08-04 01:47:01,695 - mmaction - INFO - Epoch [143][1900/3757] lr: 4.145e-02, eta: 4 days, 2:35:27, time: 0.799, data_time: 0.009, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6766, loss_cls: 2.5627, loss: 2.5627, grad_norm: 3.0141 2020-08-04 01:47:17,451 - mmaction - INFO - Epoch [143][1920/3757] lr: 4.145e-02, eta: 4 days, 2:35:04, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6508, loss_cls: 2.7200, loss: 2.7200, grad_norm: 3.0628 2020-08-04 01:47:33,170 - mmaction - INFO - Epoch [143][1940/3757] lr: 4.145e-02, eta: 4 days, 2:34:40, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6500, loss_cls: 2.7597, loss: 2.7597, grad_norm: 3.1255 2020-08-04 01:47:49,004 - mmaction - INFO - Epoch [143][1960/3757] lr: 4.145e-02, eta: 4 days, 2:34:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6523, loss_cls: 2.6887, loss: 2.6887, grad_norm: 3.1474 2020-08-04 01:48:04,669 - mmaction - INFO - Epoch [143][1980/3757] lr: 4.145e-02, eta: 4 days, 2:33:52, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6539, loss_cls: 2.6918, loss: 2.6918, grad_norm: 3.0840 2020-08-04 01:48:20,480 - mmaction - INFO - Epoch [143][2000/3757] lr: 4.145e-02, eta: 4 days, 2:33:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6430, loss_cls: 2.7287, loss: 2.7287, grad_norm: 3.0740 2020-08-04 01:48:36,336 - mmaction - INFO - Epoch [143][2020/3757] lr: 4.145e-02, eta: 4 days, 2:33:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6633, loss_cls: 2.5990, loss: 2.5990, grad_norm: 2.9944 2020-08-04 01:48:52,121 - mmaction - INFO - Epoch [143][2040/3757] lr: 4.145e-02, eta: 4 days, 2:32:43, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6648, loss_cls: 2.6452, loss: 2.6452, grad_norm: 3.1020 2020-08-04 01:49:07,967 - mmaction - INFO - Epoch [143][2060/3757] lr: 4.145e-02, eta: 4 days, 2:32:20, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6500, loss_cls: 2.6954, loss: 2.6954, grad_norm: 3.1224 2020-08-04 01:49:23,840 - mmaction - INFO - Epoch [143][2080/3757] lr: 4.145e-02, eta: 4 days, 2:31:57, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6500, loss_cls: 2.7010, loss: 2.7010, grad_norm: 3.0661 2020-08-04 01:49:39,656 - mmaction - INFO - Epoch [143][2100/3757] lr: 4.145e-02, eta: 4 days, 2:31:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6789, loss_cls: 2.6434, loss: 2.6434, grad_norm: 3.0934 2020-08-04 01:49:55,428 - mmaction - INFO - Epoch [143][2120/3757] lr: 4.145e-02, eta: 4 days, 2:31:11, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6547, loss_cls: 2.6399, loss: 2.6399, grad_norm: 3.0865 2020-08-04 01:50:11,237 - mmaction - INFO - Epoch [143][2140/3757] lr: 4.145e-02, eta: 4 days, 2:30:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6570, loss_cls: 2.6421, loss: 2.6421, grad_norm: 3.1002 2020-08-04 01:50:26,948 - mmaction - INFO - Epoch [143][2160/3757] lr: 4.145e-02, eta: 4 days, 2:30:24, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6625, loss_cls: 2.6482, loss: 2.6482, grad_norm: 3.0435 2020-08-04 01:50:42,756 - mmaction - INFO - Epoch [143][2180/3757] lr: 4.145e-02, eta: 4 days, 2:30:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6586, loss_cls: 2.6434, loss: 2.6434, grad_norm: 3.1343 2020-08-04 01:50:58,513 - mmaction - INFO - Epoch [143][2200/3757] lr: 4.145e-02, eta: 4 days, 2:29:37, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6523, loss_cls: 2.6387, loss: 2.6387, grad_norm: 3.0390 2020-08-04 01:51:14,307 - mmaction - INFO - Epoch [143][2220/3757] lr: 4.145e-02, eta: 4 days, 2:29:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6570, loss_cls: 2.6909, loss: 2.6909, grad_norm: 3.1158 2020-08-04 01:51:30,102 - mmaction - INFO - Epoch [143][2240/3757] lr: 4.145e-02, eta: 4 days, 2:28:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6523, loss_cls: 2.6429, loss: 2.6429, grad_norm: 3.0705 2020-08-04 01:51:45,858 - mmaction - INFO - Epoch [143][2260/3757] lr: 4.145e-02, eta: 4 days, 2:28:27, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6789, loss_cls: 2.5692, loss: 2.5692, grad_norm: 3.0382 2020-08-04 01:52:01,701 - mmaction - INFO - Epoch [143][2280/3757] lr: 4.145e-02, eta: 4 days, 2:28:04, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6492, loss_cls: 2.6537, loss: 2.6537, grad_norm: 3.0507 2020-08-04 01:52:17,469 - mmaction - INFO - Epoch [143][2300/3757] lr: 4.145e-02, eta: 4 days, 2:27:41, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6469, loss_cls: 2.7246, loss: 2.7246, grad_norm: 2.9400 2020-08-04 01:52:33,290 - mmaction - INFO - Epoch [143][2320/3757] lr: 4.145e-02, eta: 4 days, 2:27:18, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3703, top5_acc: 0.6461, loss_cls: 2.7590, loss: 2.7590, grad_norm: 3.1816 2020-08-04 01:52:49,164 - mmaction - INFO - Epoch [143][2340/3757] lr: 4.145e-02, eta: 4 days, 2:26:55, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6414, loss_cls: 2.6917, loss: 2.6917, grad_norm: 3.1453 2020-08-04 01:53:05,009 - mmaction - INFO - Epoch [143][2360/3757] lr: 4.145e-02, eta: 4 days, 2:26:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6438, loss_cls: 2.6903, loss: 2.6903, grad_norm: 3.1382 2020-08-04 01:53:20,843 - mmaction - INFO - Epoch [143][2380/3757] lr: 4.145e-02, eta: 4 days, 2:26:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6414, loss_cls: 2.7267, loss: 2.7267, grad_norm: 3.2205 2020-08-04 01:53:36,623 - mmaction - INFO - Epoch [143][2400/3757] lr: 4.145e-02, eta: 4 days, 2:25:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6461, loss_cls: 2.6516, loss: 2.6516, grad_norm: 3.0509 2020-08-04 01:53:52,405 - mmaction - INFO - Epoch [143][2420/3757] lr: 4.145e-02, eta: 4 days, 2:25:23, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6531, loss_cls: 2.6909, loss: 2.6909, grad_norm: 3.1000 2020-08-04 01:54:08,186 - mmaction - INFO - Epoch [143][2440/3757] lr: 4.145e-02, eta: 4 days, 2:25:00, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6297, loss_cls: 2.8174, loss: 2.8174, grad_norm: 3.0335 2020-08-04 01:54:23,994 - mmaction - INFO - Epoch [143][2460/3757] lr: 4.145e-02, eta: 4 days, 2:24:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.7132, loss: 2.7132, grad_norm: 3.1220 2020-08-04 01:54:39,827 - mmaction - INFO - Epoch [143][2480/3757] lr: 4.145e-02, eta: 4 days, 2:24:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6570, loss_cls: 2.6059, loss: 2.6059, grad_norm: 3.0482 2020-08-04 01:54:55,655 - mmaction - INFO - Epoch [143][2500/3757] lr: 4.145e-02, eta: 4 days, 2:23:51, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6430, loss_cls: 2.6835, loss: 2.6835, grad_norm: 3.1183 2020-08-04 01:55:11,515 - mmaction - INFO - Epoch [143][2520/3757] lr: 4.145e-02, eta: 4 days, 2:23:28, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6539, loss_cls: 2.7083, loss: 2.7083, grad_norm: 3.0932 2020-08-04 01:55:27,414 - mmaction - INFO - Epoch [143][2540/3757] lr: 4.145e-02, eta: 4 days, 2:23:06, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6656, loss_cls: 2.6600, loss: 2.6600, grad_norm: 3.0277 2020-08-04 01:55:43,393 - mmaction - INFO - Epoch [143][2560/3757] lr: 4.145e-02, eta: 4 days, 2:22:44, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6539, loss_cls: 2.6883, loss: 2.6883, grad_norm: 3.0676 2020-08-04 01:55:59,360 - mmaction - INFO - Epoch [143][2580/3757] lr: 4.145e-02, eta: 4 days, 2:22:22, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6562, loss_cls: 2.6819, loss: 2.6819, grad_norm: 3.0114 2020-08-04 01:56:15,171 - mmaction - INFO - Epoch [143][2600/3757] lr: 4.145e-02, eta: 4 days, 2:21:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6891, loss_cls: 2.4936, loss: 2.4936, grad_norm: 3.0342 2020-08-04 01:56:31,180 - mmaction - INFO - Epoch [143][2620/3757] lr: 4.145e-02, eta: 4 days, 2:21:38, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6641, loss_cls: 2.6098, loss: 2.6098, grad_norm: 3.0173 2020-08-04 01:56:46,951 - mmaction - INFO - Epoch [143][2640/3757] lr: 4.145e-02, eta: 4 days, 2:21:15, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6500, loss_cls: 2.6582, loss: 2.6582, grad_norm: 3.0595 2020-08-04 01:57:02,827 - mmaction - INFO - Epoch [143][2660/3757] lr: 4.145e-02, eta: 4 days, 2:20:52, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6508, loss_cls: 2.6732, loss: 2.6732, grad_norm: 3.0886 2020-08-04 01:57:18,647 - mmaction - INFO - Epoch [143][2680/3757] lr: 4.145e-02, eta: 4 days, 2:20:29, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6891, loss_cls: 2.5085, loss: 2.5085, grad_norm: 2.9451 2020-08-04 01:57:34,526 - mmaction - INFO - Epoch [143][2700/3757] lr: 4.145e-02, eta: 4 days, 2:20:07, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6633, loss_cls: 2.6027, loss: 2.6027, grad_norm: 3.1036 2020-08-04 01:57:50,344 - mmaction - INFO - Epoch [143][2720/3757] lr: 4.145e-02, eta: 4 days, 2:19:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6531, loss_cls: 2.6619, loss: 2.6619, grad_norm: 3.0362 2020-08-04 01:58:06,098 - mmaction - INFO - Epoch [143][2740/3757] lr: 4.145e-02, eta: 4 days, 2:19:20, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6703, loss_cls: 2.5706, loss: 2.5706, grad_norm: 3.0603 2020-08-04 01:58:21,933 - mmaction - INFO - Epoch [143][2760/3757] lr: 4.145e-02, eta: 4 days, 2:18:58, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6719, loss_cls: 2.5910, loss: 2.5910, grad_norm: 3.1278 2020-08-04 01:58:37,750 - mmaction - INFO - Epoch [143][2780/3757] lr: 4.145e-02, eta: 4 days, 2:18:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3578, top5_acc: 0.6211, loss_cls: 2.8577, loss: 2.8577, grad_norm: 3.1357 2020-08-04 01:58:53,555 - mmaction - INFO - Epoch [143][2800/3757] lr: 4.145e-02, eta: 4 days, 2:18:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6719, loss_cls: 2.6516, loss: 2.6516, grad_norm: 3.0359 2020-08-04 01:59:09,530 - mmaction - INFO - Epoch [143][2820/3757] lr: 4.145e-02, eta: 4 days, 2:17:50, time: 0.798, data_time: 0.012, memory: 6192, top1_acc: 0.3742, top5_acc: 0.6234, loss_cls: 2.7788, loss: 2.7788, grad_norm: 3.0652 2020-08-04 01:59:25,306 - mmaction - INFO - Epoch [143][2840/3757] lr: 4.145e-02, eta: 4 days, 2:17:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6414, loss_cls: 2.6838, loss: 2.6838, grad_norm: 2.9922 2020-08-04 01:59:41,089 - mmaction - INFO - Epoch [143][2860/3757] lr: 4.145e-02, eta: 4 days, 2:17:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6539, loss_cls: 2.6554, loss: 2.6554, grad_norm: 3.0344 2020-08-04 01:59:56,890 - mmaction - INFO - Epoch [143][2880/3757] lr: 4.145e-02, eta: 4 days, 2:16:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6594, loss_cls: 2.6697, loss: 2.6697, grad_norm: 3.0767 2020-08-04 02:00:17,474 - mmaction - INFO - Epoch [143][2900/3757] lr: 4.145e-02, eta: 4 days, 2:16:54, time: 1.028, data_time: 0.008, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.5945, loss: 2.5945, grad_norm: 3.1131 2020-08-04 02:00:33,182 - mmaction - INFO - Epoch [143][2920/3757] lr: 4.145e-02, eta: 4 days, 2:16:30, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6453, loss_cls: 2.6453, loss: 2.6453, grad_norm: 3.1404 2020-08-04 02:00:49,074 - mmaction - INFO - Epoch [143][2940/3757] lr: 4.145e-02, eta: 4 days, 2:16:08, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6508, loss_cls: 2.7045, loss: 2.7045, grad_norm: 3.0834 2020-08-04 02:01:04,868 - mmaction - INFO - Epoch [143][2960/3757] lr: 4.145e-02, eta: 4 days, 2:15:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6797, loss_cls: 2.5506, loss: 2.5506, grad_norm: 3.0242 2020-08-04 02:01:20,666 - mmaction - INFO - Epoch [143][2980/3757] lr: 4.145e-02, eta: 4 days, 2:15:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6469, loss_cls: 2.6730, loss: 2.6730, grad_norm: 3.0303 2020-08-04 02:01:36,447 - mmaction - INFO - Epoch [143][3000/3757] lr: 4.145e-02, eta: 4 days, 2:14:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.6262, loss: 2.6262, grad_norm: 3.0382 2020-08-04 02:01:52,301 - mmaction - INFO - Epoch [143][3020/3757] lr: 4.145e-02, eta: 4 days, 2:14:36, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6578, loss_cls: 2.6535, loss: 2.6535, grad_norm: 3.0066 2020-08-04 02:02:08,223 - mmaction - INFO - Epoch [143][3040/3757] lr: 4.145e-02, eta: 4 days, 2:14:14, time: 0.796, data_time: 0.008, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6461, loss_cls: 2.7389, loss: 2.7389, grad_norm: 3.0614 2020-08-04 02:02:24,038 - mmaction - INFO - Epoch [143][3060/3757] lr: 4.145e-02, eta: 4 days, 2:13:51, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6945, loss_cls: 2.4596, loss: 2.4596, grad_norm: 3.0042 2020-08-04 02:02:39,880 - mmaction - INFO - Epoch [143][3080/3757] lr: 4.145e-02, eta: 4 days, 2:13:29, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6578, loss_cls: 2.6500, loss: 2.6500, grad_norm: 3.0584 2020-08-04 02:02:55,773 - mmaction - INFO - Epoch [143][3100/3757] lr: 4.145e-02, eta: 4 days, 2:13:06, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6773, loss_cls: 2.5628, loss: 2.5628, grad_norm: 3.0904 2020-08-04 02:03:11,438 - mmaction - INFO - Epoch [143][3120/3757] lr: 4.145e-02, eta: 4 days, 2:12:42, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6562, loss_cls: 2.6215, loss: 2.6215, grad_norm: 3.1586 2020-08-04 02:03:27,300 - mmaction - INFO - Epoch [143][3140/3757] lr: 4.145e-02, eta: 4 days, 2:12:20, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6562, loss_cls: 2.7373, loss: 2.7373, grad_norm: 3.1827 2020-08-04 02:03:43,099 - mmaction - INFO - Epoch [143][3160/3757] lr: 4.145e-02, eta: 4 days, 2:11:57, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6375, loss_cls: 2.7723, loss: 2.7723, grad_norm: 3.0363 2020-08-04 02:03:58,938 - mmaction - INFO - Epoch [143][3180/3757] lr: 4.145e-02, eta: 4 days, 2:11:34, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6711, loss_cls: 2.6310, loss: 2.6310, grad_norm: 2.9871 2020-08-04 02:04:14,719 - mmaction - INFO - Epoch [143][3200/3757] lr: 4.145e-02, eta: 4 days, 2:11:11, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6680, loss_cls: 2.6015, loss: 2.6015, grad_norm: 3.0919 2020-08-04 02:04:30,572 - mmaction - INFO - Epoch [143][3220/3757] lr: 4.145e-02, eta: 4 days, 2:10:49, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6734, loss_cls: 2.5797, loss: 2.5797, grad_norm: 3.0297 2020-08-04 02:04:46,390 - mmaction - INFO - Epoch [143][3240/3757] lr: 4.145e-02, eta: 4 days, 2:10:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6547, loss_cls: 2.7355, loss: 2.7355, grad_norm: 3.1413 2020-08-04 02:05:02,232 - mmaction - INFO - Epoch [143][3260/3757] lr: 4.145e-02, eta: 4 days, 2:10:03, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6734, loss_cls: 2.5531, loss: 2.5531, grad_norm: 3.0223 2020-08-04 02:05:17,972 - mmaction - INFO - Epoch [143][3280/3757] lr: 4.145e-02, eta: 4 days, 2:09:40, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6406, loss_cls: 2.7160, loss: 2.7160, grad_norm: 3.0711 2020-08-04 02:05:33,785 - mmaction - INFO - Epoch [143][3300/3757] lr: 4.145e-02, eta: 4 days, 2:09:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6641, loss_cls: 2.6737, loss: 2.6737, grad_norm: 3.0821 2020-08-04 02:05:49,646 - mmaction - INFO - Epoch [143][3320/3757] lr: 4.145e-02, eta: 4 days, 2:08:54, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6547, loss_cls: 2.6475, loss: 2.6475, grad_norm: 3.1211 2020-08-04 02:06:05,449 - mmaction - INFO - Epoch [143][3340/3757] lr: 4.145e-02, eta: 4 days, 2:08:32, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6508, loss_cls: 2.7024, loss: 2.7024, grad_norm: 3.1150 2020-08-04 02:06:21,282 - mmaction - INFO - Epoch [143][3360/3757] lr: 4.145e-02, eta: 4 days, 2:08:09, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6742, loss_cls: 2.6207, loss: 2.6207, grad_norm: 2.9596 2020-08-04 02:06:37,026 - mmaction - INFO - Epoch [143][3380/3757] lr: 4.145e-02, eta: 4 days, 2:07:46, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6539, loss_cls: 2.5948, loss: 2.5948, grad_norm: 3.0149 2020-08-04 02:06:52,804 - mmaction - INFO - Epoch [143][3400/3757] lr: 4.145e-02, eta: 4 days, 2:07:22, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6680, loss_cls: 2.6511, loss: 2.6511, grad_norm: 3.0929 2020-08-04 02:07:08,584 - mmaction - INFO - Epoch [143][3420/3757] lr: 4.145e-02, eta: 4 days, 2:06:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6672, loss_cls: 2.5900, loss: 2.5900, grad_norm: 3.0776 2020-08-04 02:07:24,439 - mmaction - INFO - Epoch [143][3440/3757] lr: 4.145e-02, eta: 4 days, 2:06:37, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6570, loss_cls: 2.5975, loss: 2.5975, grad_norm: 3.1425 2020-08-04 02:07:40,180 - mmaction - INFO - Epoch [143][3460/3757] lr: 4.145e-02, eta: 4 days, 2:06:14, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6430, loss_cls: 2.7000, loss: 2.7000, grad_norm: 3.0714 2020-08-04 02:07:55,985 - mmaction - INFO - Epoch [143][3480/3757] lr: 4.145e-02, eta: 4 days, 2:05:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6633, loss_cls: 2.6769, loss: 2.6769, grad_norm: 3.1300 2020-08-04 02:08:11,756 - mmaction - INFO - Epoch [143][3500/3757] lr: 4.145e-02, eta: 4 days, 2:05:28, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6391, loss_cls: 2.7754, loss: 2.7754, grad_norm: 3.1458 2020-08-04 02:08:27,549 - mmaction - INFO - Epoch [143][3520/3757] lr: 4.145e-02, eta: 4 days, 2:05:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6469, loss_cls: 2.6544, loss: 2.6544, grad_norm: 3.1158 2020-08-04 02:08:43,253 - mmaction - INFO - Epoch [143][3540/3757] lr: 4.145e-02, eta: 4 days, 2:04:41, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6672, loss_cls: 2.6980, loss: 2.6980, grad_norm: 3.0787 2020-08-04 02:08:59,009 - mmaction - INFO - Epoch [143][3560/3757] lr: 4.145e-02, eta: 4 days, 2:04:18, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6641, loss_cls: 2.6038, loss: 2.6038, grad_norm: 3.0614 2020-08-04 02:09:14,824 - mmaction - INFO - Epoch [143][3580/3757] lr: 4.145e-02, eta: 4 days, 2:03:55, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6617, loss_cls: 2.7268, loss: 2.7268, grad_norm: 3.1062 2020-08-04 02:09:30,621 - mmaction - INFO - Epoch [143][3600/3757] lr: 4.145e-02, eta: 4 days, 2:03:32, time: 0.791, data_time: 0.007, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6570, loss_cls: 2.6477, loss: 2.6477, grad_norm: 3.0226 2020-08-04 02:09:46,384 - mmaction - INFO - Epoch [143][3620/3757] lr: 4.145e-02, eta: 4 days, 2:03:09, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6594, loss_cls: 2.7236, loss: 2.7236, grad_norm: 3.1946 2020-08-04 02:10:02,209 - mmaction - INFO - Epoch [143][3640/3757] lr: 4.145e-02, eta: 4 days, 2:02:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6555, loss_cls: 2.6592, loss: 2.6592, grad_norm: 3.1349 2020-08-04 02:10:17,920 - mmaction - INFO - Epoch [143][3660/3757] lr: 4.145e-02, eta: 4 days, 2:02:23, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6680, loss_cls: 2.6136, loss: 2.6136, grad_norm: 3.0634 2020-08-04 02:10:33,642 - mmaction - INFO - Epoch [143][3680/3757] lr: 4.145e-02, eta: 4 days, 2:02:00, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6602, loss_cls: 2.6623, loss: 2.6623, grad_norm: 3.0691 2020-08-04 02:10:49,331 - mmaction - INFO - Epoch [143][3700/3757] lr: 4.145e-02, eta: 4 days, 2:01:36, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6281, loss_cls: 2.7828, loss: 2.7828, grad_norm: 3.0852 2020-08-04 02:11:05,119 - mmaction - INFO - Epoch [143][3720/3757] lr: 4.145e-02, eta: 4 days, 2:01:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6281, loss_cls: 2.7370, loss: 2.7370, grad_norm: 3.0906 2020-08-04 02:11:20,938 - mmaction - INFO - Epoch [143][3740/3757] lr: 4.145e-02, eta: 4 days, 2:00:50, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6445, loss_cls: 2.6884, loss: 2.6884, grad_norm: 3.0481 2020-08-04 02:14:57,537 - mmaction - INFO - Epoch [144][20/3757] lr: 4.085e-02, eta: 4 days, 2:19:35, time: 9.207, data_time: 8.403, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6711, loss_cls: 2.6306, loss: 2.6306, grad_norm: 2.9890 2020-08-04 02:15:13,294 - mmaction - INFO - Epoch [144][40/3757] lr: 4.085e-02, eta: 4 days, 2:19:11, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6594, loss_cls: 2.6596, loss: 2.6596, grad_norm: 3.0530 2020-08-04 02:15:30,202 - mmaction - INFO - Epoch [144][60/3757] lr: 4.085e-02, eta: 4 days, 2:18:56, time: 0.846, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6820, loss_cls: 2.4930, loss: 2.4930, grad_norm: 3.0115 2020-08-04 02:15:46,090 - mmaction - INFO - Epoch [144][80/3757] lr: 4.085e-02, eta: 4 days, 2:18:34, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6531, loss_cls: 2.6720, loss: 2.6720, grad_norm: 3.1492 2020-08-04 02:16:01,980 - mmaction - INFO - Epoch [144][100/3757] lr: 4.085e-02, eta: 4 days, 2:18:11, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6758, loss_cls: 2.6305, loss: 2.6305, grad_norm: 3.1633 2020-08-04 02:16:17,880 - mmaction - INFO - Epoch [144][120/3757] lr: 4.085e-02, eta: 4 days, 2:17:49, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6398, loss_cls: 2.7926, loss: 2.7926, grad_norm: 3.1760 2020-08-04 02:16:33,777 - mmaction - INFO - Epoch [144][140/3757] lr: 4.085e-02, eta: 4 days, 2:17:26, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6617, loss_cls: 2.6207, loss: 2.6207, grad_norm: 3.1469 2020-08-04 02:16:49,633 - mmaction - INFO - Epoch [144][160/3757] lr: 4.085e-02, eta: 4 days, 2:17:03, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6727, loss_cls: 2.5401, loss: 2.5401, grad_norm: 3.0862 2020-08-04 02:17:05,555 - mmaction - INFO - Epoch [144][180/3757] lr: 4.085e-02, eta: 4 days, 2:16:41, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6703, loss_cls: 2.5798, loss: 2.5798, grad_norm: 3.1681 2020-08-04 02:17:21,420 - mmaction - INFO - Epoch [144][200/3757] lr: 4.085e-02, eta: 4 days, 2:16:18, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6687, loss_cls: 2.5981, loss: 2.5981, grad_norm: 3.0463 2020-08-04 02:17:37,283 - mmaction - INFO - Epoch [144][220/3757] lr: 4.085e-02, eta: 4 days, 2:15:55, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6906, loss_cls: 2.4951, loss: 2.4951, grad_norm: 3.0148 2020-08-04 02:17:53,077 - mmaction - INFO - Epoch [144][240/3757] lr: 4.085e-02, eta: 4 days, 2:15:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6836, loss_cls: 2.5292, loss: 2.5292, grad_norm: 3.0815 2020-08-04 02:18:08,937 - mmaction - INFO - Epoch [144][260/3757] lr: 4.085e-02, eta: 4 days, 2:15:09, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3695, top5_acc: 0.6531, loss_cls: 2.7316, loss: 2.7316, grad_norm: 3.1729 2020-08-04 02:18:24,780 - mmaction - INFO - Epoch [144][280/3757] lr: 4.085e-02, eta: 4 days, 2:14:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6633, loss_cls: 2.6109, loss: 2.6109, grad_norm: 3.1052 2020-08-04 02:18:40,531 - mmaction - INFO - Epoch [144][300/3757] lr: 4.085e-02, eta: 4 days, 2:14:23, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6789, loss_cls: 2.5902, loss: 2.5902, grad_norm: 3.0710 2020-08-04 02:18:56,397 - mmaction - INFO - Epoch [144][320/3757] lr: 4.085e-02, eta: 4 days, 2:14:00, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6617, loss_cls: 2.6079, loss: 2.6079, grad_norm: 3.1531 2020-08-04 02:19:12,231 - mmaction - INFO - Epoch [144][340/3757] lr: 4.085e-02, eta: 4 days, 2:13:37, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6500, loss_cls: 2.6504, loss: 2.6504, grad_norm: 3.1593 2020-08-04 02:19:28,152 - mmaction - INFO - Epoch [144][360/3757] lr: 4.085e-02, eta: 4 days, 2:13:15, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6648, loss_cls: 2.5988, loss: 2.5988, grad_norm: 3.0658 2020-08-04 02:19:43,954 - mmaction - INFO - Epoch [144][380/3757] lr: 4.085e-02, eta: 4 days, 2:12:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6539, loss_cls: 2.6401, loss: 2.6401, grad_norm: 3.1223 2020-08-04 02:19:59,721 - mmaction - INFO - Epoch [144][400/3757] lr: 4.085e-02, eta: 4 days, 2:12:28, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6648, loss_cls: 2.5916, loss: 2.5916, grad_norm: 3.0453 2020-08-04 02:20:15,521 - mmaction - INFO - Epoch [144][420/3757] lr: 4.085e-02, eta: 4 days, 2:12:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6664, loss_cls: 2.6530, loss: 2.6530, grad_norm: 3.0707 2020-08-04 02:20:31,306 - mmaction - INFO - Epoch [144][440/3757] lr: 4.085e-02, eta: 4 days, 2:11:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6453, loss_cls: 2.6815, loss: 2.6815, grad_norm: 3.0449 2020-08-04 02:20:47,137 - mmaction - INFO - Epoch [144][460/3757] lr: 4.085e-02, eta: 4 days, 2:11:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6711, loss_cls: 2.5679, loss: 2.5679, grad_norm: 3.0554 2020-08-04 02:21:02,933 - mmaction - INFO - Epoch [144][480/3757] lr: 4.085e-02, eta: 4 days, 2:10:56, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6789, loss_cls: 2.5647, loss: 2.5647, grad_norm: 3.1417 2020-08-04 02:21:18,764 - mmaction - INFO - Epoch [144][500/3757] lr: 4.085e-02, eta: 4 days, 2:10:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6633, loss_cls: 2.6185, loss: 2.6185, grad_norm: 3.1025 2020-08-04 02:21:34,599 - mmaction - INFO - Epoch [144][520/3757] lr: 4.085e-02, eta: 4 days, 2:10:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6711, loss_cls: 2.6214, loss: 2.6214, grad_norm: 3.0745 2020-08-04 02:21:50,442 - mmaction - INFO - Epoch [144][540/3757] lr: 4.085e-02, eta: 4 days, 2:09:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6695, loss_cls: 2.5643, loss: 2.5643, grad_norm: 3.0310 2020-08-04 02:22:06,227 - mmaction - INFO - Epoch [144][560/3757] lr: 4.085e-02, eta: 4 days, 2:09:24, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6586, loss_cls: 2.5990, loss: 2.5990, grad_norm: 3.1076 2020-08-04 02:22:22,032 - mmaction - INFO - Epoch [144][580/3757] lr: 4.085e-02, eta: 4 days, 2:09:01, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6625, loss_cls: 2.5731, loss: 2.5731, grad_norm: 2.9925 2020-08-04 02:22:37,813 - mmaction - INFO - Epoch [144][600/3757] lr: 4.085e-02, eta: 4 days, 2:08:37, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6758, loss_cls: 2.5845, loss: 2.5845, grad_norm: 3.1318 2020-08-04 02:22:53,584 - mmaction - INFO - Epoch [144][620/3757] lr: 4.085e-02, eta: 4 days, 2:08:14, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6508, loss_cls: 2.7650, loss: 2.7650, grad_norm: 3.1695 2020-08-04 02:23:09,346 - mmaction - INFO - Epoch [144][640/3757] lr: 4.085e-02, eta: 4 days, 2:07:51, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6641, loss_cls: 2.6535, loss: 2.6535, grad_norm: 3.0408 2020-08-04 02:23:25,296 - mmaction - INFO - Epoch [144][660/3757] lr: 4.085e-02, eta: 4 days, 2:07:29, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6367, loss_cls: 2.6916, loss: 2.6916, grad_norm: 3.0747 2020-08-04 02:23:41,122 - mmaction - INFO - Epoch [144][680/3757] lr: 4.085e-02, eta: 4 days, 2:07:06, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6727, loss_cls: 2.6596, loss: 2.6596, grad_norm: 3.0519 2020-08-04 02:23:56,862 - mmaction - INFO - Epoch [144][700/3757] lr: 4.085e-02, eta: 4 days, 2:06:42, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6820, loss_cls: 2.5186, loss: 2.5186, grad_norm: 3.0769 2020-08-04 02:24:12,657 - mmaction - INFO - Epoch [144][720/3757] lr: 4.085e-02, eta: 4 days, 2:06:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6500, loss_cls: 2.6896, loss: 2.6896, grad_norm: 3.0893 2020-08-04 02:24:28,447 - mmaction - INFO - Epoch [144][740/3757] lr: 4.085e-02, eta: 4 days, 2:05:56, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6594, loss_cls: 2.6402, loss: 2.6402, grad_norm: 3.0367 2020-08-04 02:24:44,329 - mmaction - INFO - Epoch [144][760/3757] lr: 4.085e-02, eta: 4 days, 2:05:33, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6414, loss_cls: 2.6443, loss: 2.6443, grad_norm: 3.0135 2020-08-04 02:25:00,168 - mmaction - INFO - Epoch [144][780/3757] lr: 4.085e-02, eta: 4 days, 2:05:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6703, loss_cls: 2.6552, loss: 2.6552, grad_norm: 3.1398 2020-08-04 02:25:15,981 - mmaction - INFO - Epoch [144][800/3757] lr: 4.085e-02, eta: 4 days, 2:04:48, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6828, loss_cls: 2.6066, loss: 2.6066, grad_norm: 3.0450 2020-08-04 02:25:31,908 - mmaction - INFO - Epoch [144][820/3757] lr: 4.085e-02, eta: 4 days, 2:04:25, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6594, loss_cls: 2.6382, loss: 2.6382, grad_norm: 3.1399 2020-08-04 02:25:47,643 - mmaction - INFO - Epoch [144][840/3757] lr: 4.085e-02, eta: 4 days, 2:04:02, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6422, loss_cls: 2.7022, loss: 2.7022, grad_norm: 3.0858 2020-08-04 02:26:03,422 - mmaction - INFO - Epoch [144][860/3757] lr: 4.085e-02, eta: 4 days, 2:03:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6703, loss_cls: 2.5172, loss: 2.5172, grad_norm: 2.9662 2020-08-04 02:26:19,280 - mmaction - INFO - Epoch [144][880/3757] lr: 4.085e-02, eta: 4 days, 2:03:16, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6594, loss_cls: 2.6677, loss: 2.6677, grad_norm: 3.1580 2020-08-04 02:26:35,085 - mmaction - INFO - Epoch [144][900/3757] lr: 4.085e-02, eta: 4 days, 2:02:53, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6594, loss_cls: 2.5842, loss: 2.5842, grad_norm: 3.0173 2020-08-04 02:26:50,930 - mmaction - INFO - Epoch [144][920/3757] lr: 4.085e-02, eta: 4 days, 2:02:30, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6687, loss_cls: 2.6039, loss: 2.6039, grad_norm: 3.0164 2020-08-04 02:27:06,703 - mmaction - INFO - Epoch [144][940/3757] lr: 4.085e-02, eta: 4 days, 2:02:07, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6555, loss_cls: 2.6717, loss: 2.6717, grad_norm: 3.0692 2020-08-04 02:27:22,556 - mmaction - INFO - Epoch [144][960/3757] lr: 4.085e-02, eta: 4 days, 2:01:44, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6609, loss_cls: 2.6195, loss: 2.6195, grad_norm: 3.0447 2020-08-04 02:27:38,330 - mmaction - INFO - Epoch [144][980/3757] lr: 4.085e-02, eta: 4 days, 2:01:21, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6805, loss_cls: 2.5623, loss: 2.5623, grad_norm: 3.0908 2020-08-04 02:27:54,124 - mmaction - INFO - Epoch [144][1000/3757] lr: 4.085e-02, eta: 4 days, 2:00:58, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6625, loss_cls: 2.6737, loss: 2.6737, grad_norm: 3.0962 2020-08-04 02:28:09,980 - mmaction - INFO - Epoch [144][1020/3757] lr: 4.085e-02, eta: 4 days, 2:00:35, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6570, loss_cls: 2.6551, loss: 2.6551, grad_norm: 3.1321 2020-08-04 02:28:25,794 - mmaction - INFO - Epoch [144][1040/3757] lr: 4.085e-02, eta: 4 days, 2:00:12, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6602, loss_cls: 2.6019, loss: 2.6019, grad_norm: 3.1011 2020-08-04 02:28:41,546 - mmaction - INFO - Epoch [144][1060/3757] lr: 4.085e-02, eta: 4 days, 1:59:49, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6492, loss_cls: 2.6792, loss: 2.6792, grad_norm: 3.0787 2020-08-04 02:28:57,325 - mmaction - INFO - Epoch [144][1080/3757] lr: 4.085e-02, eta: 4 days, 1:59:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6531, loss_cls: 2.6878, loss: 2.6878, grad_norm: 3.0915 2020-08-04 02:29:13,163 - mmaction - INFO - Epoch [144][1100/3757] lr: 4.085e-02, eta: 4 days, 1:59:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6531, loss_cls: 2.6915, loss: 2.6915, grad_norm: 3.1816 2020-08-04 02:29:29,047 - mmaction - INFO - Epoch [144][1120/3757] lr: 4.085e-02, eta: 4 days, 1:58:41, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6734, loss_cls: 2.6340, loss: 2.6340, grad_norm: 3.1688 2020-08-04 02:29:44,806 - mmaction - INFO - Epoch [144][1140/3757] lr: 4.085e-02, eta: 4 days, 1:58:18, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6500, loss_cls: 2.6565, loss: 2.6565, grad_norm: 3.1001 2020-08-04 02:30:00,599 - mmaction - INFO - Epoch [144][1160/3757] lr: 4.085e-02, eta: 4 days, 1:57:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6672, loss_cls: 2.6293, loss: 2.6293, grad_norm: 3.0688 2020-08-04 02:30:16,407 - mmaction - INFO - Epoch [144][1180/3757] lr: 4.085e-02, eta: 4 days, 1:57:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6500, loss_cls: 2.6716, loss: 2.6716, grad_norm: 3.1904 2020-08-04 02:30:32,218 - mmaction - INFO - Epoch [144][1200/3757] lr: 4.085e-02, eta: 4 days, 1:57:09, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6695, loss_cls: 2.5507, loss: 2.5507, grad_norm: 3.0529 2020-08-04 02:30:48,812 - mmaction - INFO - Epoch [144][1220/3757] lr: 4.085e-02, eta: 4 days, 1:56:52, time: 0.830, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6750, loss_cls: 2.5831, loss: 2.5831, grad_norm: 3.1127 2020-08-04 02:31:04,722 - mmaction - INFO - Epoch [144][1240/3757] lr: 4.085e-02, eta: 4 days, 1:56:29, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6547, loss_cls: 2.6499, loss: 2.6499, grad_norm: 3.1113 2020-08-04 02:31:21,553 - mmaction - INFO - Epoch [144][1260/3757] lr: 4.085e-02, eta: 4 days, 1:56:14, time: 0.842, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6648, loss_cls: 2.6495, loss: 2.6495, grad_norm: 3.0112 2020-08-04 02:31:37,900 - mmaction - INFO - Epoch [144][1280/3757] lr: 4.085e-02, eta: 4 days, 1:55:55, time: 0.817, data_time: 0.008, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6609, loss_cls: 2.5930, loss: 2.5930, grad_norm: 3.0764 2020-08-04 02:31:54,166 - mmaction - INFO - Epoch [144][1300/3757] lr: 4.085e-02, eta: 4 days, 1:55:35, time: 0.813, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6680, loss_cls: 2.6178, loss: 2.6178, grad_norm: 3.1300 2020-08-04 02:32:11,054 - mmaction - INFO - Epoch [144][1320/3757] lr: 4.085e-02, eta: 4 days, 1:55:20, time: 0.844, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6719, loss_cls: 2.5859, loss: 2.5859, grad_norm: 3.0534 2020-08-04 02:32:27,805 - mmaction - INFO - Epoch [144][1340/3757] lr: 4.085e-02, eta: 4 days, 1:55:04, time: 0.837, data_time: 0.034, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6586, loss_cls: 2.6392, loss: 2.6392, grad_norm: 3.1014 2020-08-04 02:32:43,554 - mmaction - INFO - Epoch [144][1360/3757] lr: 4.085e-02, eta: 4 days, 1:54:41, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6859, loss_cls: 2.4978, loss: 2.4978, grad_norm: 3.0501 2020-08-04 02:32:59,360 - mmaction - INFO - Epoch [144][1380/3757] lr: 4.085e-02, eta: 4 days, 1:54:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6656, loss_cls: 2.6554, loss: 2.6554, grad_norm: 3.1095 2020-08-04 02:33:15,127 - mmaction - INFO - Epoch [144][1400/3757] lr: 4.085e-02, eta: 4 days, 1:53:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6578, loss_cls: 2.6330, loss: 2.6330, grad_norm: 3.1624 2020-08-04 02:33:30,890 - mmaction - INFO - Epoch [144][1420/3757] lr: 4.085e-02, eta: 4 days, 1:53:32, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6500, loss_cls: 2.6940, loss: 2.6940, grad_norm: 3.1451 2020-08-04 02:33:46,614 - mmaction - INFO - Epoch [144][1440/3757] lr: 4.085e-02, eta: 4 days, 1:53:08, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6789, loss_cls: 2.5707, loss: 2.5707, grad_norm: 3.1050 2020-08-04 02:34:02,368 - mmaction - INFO - Epoch [144][1460/3757] lr: 4.085e-02, eta: 4 days, 1:52:45, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6367, loss_cls: 2.7497, loss: 2.7497, grad_norm: 3.2253 2020-08-04 02:34:18,110 - mmaction - INFO - Epoch [144][1480/3757] lr: 4.085e-02, eta: 4 days, 1:52:22, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6398, loss_cls: 2.7114, loss: 2.7114, grad_norm: 3.1859 2020-08-04 02:34:33,904 - mmaction - INFO - Epoch [144][1500/3757] lr: 4.085e-02, eta: 4 days, 1:51:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6719, loss_cls: 2.5552, loss: 2.5552, grad_norm: 3.1463 2020-08-04 02:34:49,682 - mmaction - INFO - Epoch [144][1520/3757] lr: 4.085e-02, eta: 4 days, 1:51:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6328, loss_cls: 2.6537, loss: 2.6537, grad_norm: 3.0623 2020-08-04 02:35:05,540 - mmaction - INFO - Epoch [144][1540/3757] lr: 4.085e-02, eta: 4 days, 1:51:13, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6656, loss_cls: 2.6356, loss: 2.6356, grad_norm: 3.1470 2020-08-04 02:35:21,261 - mmaction - INFO - Epoch [144][1560/3757] lr: 4.085e-02, eta: 4 days, 1:50:50, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6391, loss_cls: 2.7643, loss: 2.7643, grad_norm: 3.1502 2020-08-04 02:35:37,069 - mmaction - INFO - Epoch [144][1580/3757] lr: 4.085e-02, eta: 4 days, 1:50:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6633, loss_cls: 2.6628, loss: 2.6628, grad_norm: 3.0845 2020-08-04 02:35:52,877 - mmaction - INFO - Epoch [144][1600/3757] lr: 4.085e-02, eta: 4 days, 1:50:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6570, loss_cls: 2.6694, loss: 2.6694, grad_norm: 3.1725 2020-08-04 02:36:08,660 - mmaction - INFO - Epoch [144][1620/3757] lr: 4.085e-02, eta: 4 days, 1:49:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6547, loss_cls: 2.6757, loss: 2.6757, grad_norm: 3.0985 2020-08-04 02:36:24,487 - mmaction - INFO - Epoch [144][1640/3757] lr: 4.085e-02, eta: 4 days, 1:49:18, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6742, loss_cls: 2.6082, loss: 2.6082, grad_norm: 3.1007 2020-08-04 02:36:40,252 - mmaction - INFO - Epoch [144][1660/3757] lr: 4.085e-02, eta: 4 days, 1:48:55, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6617, loss_cls: 2.6473, loss: 2.6473, grad_norm: 2.9808 2020-08-04 02:36:56,126 - mmaction - INFO - Epoch [144][1680/3757] lr: 4.085e-02, eta: 4 days, 1:48:33, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6438, loss_cls: 2.6921, loss: 2.6921, grad_norm: 3.0786 2020-08-04 02:37:11,904 - mmaction - INFO - Epoch [144][1700/3757] lr: 4.085e-02, eta: 4 days, 1:48:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6578, loss_cls: 2.6318, loss: 2.6318, grad_norm: 3.1072 2020-08-04 02:37:27,722 - mmaction - INFO - Epoch [144][1720/3757] lr: 4.085e-02, eta: 4 days, 1:47:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6578, loss_cls: 2.7013, loss: 2.7013, grad_norm: 3.0977 2020-08-04 02:37:43,571 - mmaction - INFO - Epoch [144][1740/3757] lr: 4.085e-02, eta: 4 days, 1:47:24, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6539, loss_cls: 2.6436, loss: 2.6436, grad_norm: 3.0500 2020-08-04 02:37:59,402 - mmaction - INFO - Epoch [144][1760/3757] lr: 4.085e-02, eta: 4 days, 1:47:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6609, loss_cls: 2.6047, loss: 2.6047, grad_norm: 3.0904 2020-08-04 02:38:15,207 - mmaction - INFO - Epoch [144][1780/3757] lr: 4.085e-02, eta: 4 days, 1:46:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6500, loss_cls: 2.6689, loss: 2.6689, grad_norm: 3.0651 2020-08-04 02:38:31,010 - mmaction - INFO - Epoch [144][1800/3757] lr: 4.085e-02, eta: 4 days, 1:46:16, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6844, loss_cls: 2.6098, loss: 2.6098, grad_norm: 3.1386 2020-08-04 02:38:46,794 - mmaction - INFO - Epoch [144][1820/3757] lr: 4.085e-02, eta: 4 days, 1:45:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6820, loss_cls: 2.5219, loss: 2.5219, grad_norm: 3.0756 2020-08-04 02:39:02,586 - mmaction - INFO - Epoch [144][1840/3757] lr: 4.085e-02, eta: 4 days, 1:45:30, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6219, loss_cls: 2.7981, loss: 2.7981, grad_norm: 3.1716 2020-08-04 02:39:18,398 - mmaction - INFO - Epoch [144][1860/3757] lr: 4.085e-02, eta: 4 days, 1:45:08, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6516, loss_cls: 2.6267, loss: 2.6267, grad_norm: 3.1690 2020-08-04 02:39:34,200 - mmaction - INFO - Epoch [144][1880/3757] lr: 4.085e-02, eta: 4 days, 1:44:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6547, loss_cls: 2.6640, loss: 2.6640, grad_norm: 3.1161 2020-08-04 02:39:49,986 - mmaction - INFO - Epoch [144][1900/3757] lr: 4.085e-02, eta: 4 days, 1:44:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6266, loss_cls: 2.7065, loss: 2.7065, grad_norm: 3.0583 2020-08-04 02:40:05,922 - mmaction - INFO - Epoch [144][1920/3757] lr: 4.085e-02, eta: 4 days, 1:44:00, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6586, loss_cls: 2.6172, loss: 2.6172, grad_norm: 3.0533 2020-08-04 02:40:21,836 - mmaction - INFO - Epoch [144][1940/3757] lr: 4.085e-02, eta: 4 days, 1:43:38, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6547, loss_cls: 2.6130, loss: 2.6130, grad_norm: 3.0676 2020-08-04 02:40:37,592 - mmaction - INFO - Epoch [144][1960/3757] lr: 4.085e-02, eta: 4 days, 1:43:15, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6633, loss_cls: 2.6163, loss: 2.6163, grad_norm: 3.1583 2020-08-04 02:40:53,349 - mmaction - INFO - Epoch [144][1980/3757] lr: 4.085e-02, eta: 4 days, 1:42:52, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6719, loss_cls: 2.5917, loss: 2.5917, grad_norm: 3.1099 2020-08-04 02:41:09,075 - mmaction - INFO - Epoch [144][2000/3757] lr: 4.085e-02, eta: 4 days, 1:42:28, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6633, loss_cls: 2.6601, loss: 2.6601, grad_norm: 3.0843 2020-08-04 02:41:24,917 - mmaction - INFO - Epoch [144][2020/3757] lr: 4.085e-02, eta: 4 days, 1:42:06, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6656, loss_cls: 2.6310, loss: 2.6310, grad_norm: 3.1058 2020-08-04 02:41:40,761 - mmaction - INFO - Epoch [144][2040/3757] lr: 4.085e-02, eta: 4 days, 1:41:43, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6727, loss_cls: 2.5996, loss: 2.5996, grad_norm: 2.9927 2020-08-04 02:41:56,679 - mmaction - INFO - Epoch [144][2060/3757] lr: 4.085e-02, eta: 4 days, 1:41:22, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6172, loss_cls: 2.8674, loss: 2.8674, grad_norm: 3.1820 2020-08-04 02:42:12,478 - mmaction - INFO - Epoch [144][2080/3757] lr: 4.085e-02, eta: 4 days, 1:40:59, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.6151, loss: 2.6151, grad_norm: 3.0579 2020-08-04 02:42:28,130 - mmaction - INFO - Epoch [144][2100/3757] lr: 4.085e-02, eta: 4 days, 1:40:35, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6711, loss_cls: 2.5821, loss: 2.5821, grad_norm: 3.1766 2020-08-04 02:42:43,930 - mmaction - INFO - Epoch [144][2120/3757] lr: 4.085e-02, eta: 4 days, 1:40:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6492, loss_cls: 2.6539, loss: 2.6539, grad_norm: 3.1939 2020-08-04 02:42:59,794 - mmaction - INFO - Epoch [144][2140/3757] lr: 4.085e-02, eta: 4 days, 1:39:50, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6469, loss_cls: 2.6812, loss: 2.6812, grad_norm: 3.1922 2020-08-04 02:43:15,603 - mmaction - INFO - Epoch [144][2160/3757] lr: 4.085e-02, eta: 4 days, 1:39:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6813, loss_cls: 2.5859, loss: 2.5859, grad_norm: 3.1881 2020-08-04 02:43:31,389 - mmaction - INFO - Epoch [144][2180/3757] lr: 4.085e-02, eta: 4 days, 1:39:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6453, loss_cls: 2.7407, loss: 2.7407, grad_norm: 3.1996 2020-08-04 02:43:47,177 - mmaction - INFO - Epoch [144][2200/3757] lr: 4.085e-02, eta: 4 days, 1:38:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6852, loss_cls: 2.5343, loss: 2.5343, grad_norm: 3.0613 2020-08-04 02:44:02,997 - mmaction - INFO - Epoch [144][2220/3757] lr: 4.085e-02, eta: 4 days, 1:38:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6477, loss_cls: 2.6253, loss: 2.6253, grad_norm: 3.0916 2020-08-04 02:44:18,795 - mmaction - INFO - Epoch [144][2240/3757] lr: 4.085e-02, eta: 4 days, 1:37:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6633, loss_cls: 2.5679, loss: 2.5679, grad_norm: 3.1096 2020-08-04 02:44:34,564 - mmaction - INFO - Epoch [144][2260/3757] lr: 4.085e-02, eta: 4 days, 1:37:33, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6445, loss_cls: 2.6962, loss: 2.6962, grad_norm: 3.1137 2020-08-04 02:44:50,356 - mmaction - INFO - Epoch [144][2280/3757] lr: 4.085e-02, eta: 4 days, 1:37:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6531, loss_cls: 2.6440, loss: 2.6440, grad_norm: 3.1655 2020-08-04 02:45:06,313 - mmaction - INFO - Epoch [144][2300/3757] lr: 4.085e-02, eta: 4 days, 1:36:49, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6727, loss_cls: 2.5964, loss: 2.5964, grad_norm: 3.1576 2020-08-04 02:45:22,035 - mmaction - INFO - Epoch [144][2320/3757] lr: 4.085e-02, eta: 4 days, 1:36:25, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6602, loss_cls: 2.6285, loss: 2.6285, grad_norm: 3.0709 2020-08-04 02:45:37,816 - mmaction - INFO - Epoch [144][2340/3757] lr: 4.085e-02, eta: 4 days, 1:36:03, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6531, loss_cls: 2.6898, loss: 2.6898, grad_norm: 3.1522 2020-08-04 02:45:53,571 - mmaction - INFO - Epoch [144][2360/3757] lr: 4.085e-02, eta: 4 days, 1:35:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6445, loss_cls: 2.7264, loss: 2.7264, grad_norm: 3.0404 2020-08-04 02:46:09,369 - mmaction - INFO - Epoch [144][2380/3757] lr: 4.085e-02, eta: 4 days, 1:35:17, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6477, loss_cls: 2.6887, loss: 2.6887, grad_norm: 3.1326 2020-08-04 02:46:25,108 - mmaction - INFO - Epoch [144][2400/3757] lr: 4.085e-02, eta: 4 days, 1:34:54, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6625, loss_cls: 2.7192, loss: 2.7192, grad_norm: 3.1439 2020-08-04 02:46:40,909 - mmaction - INFO - Epoch [144][2420/3757] lr: 4.085e-02, eta: 4 days, 1:34:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6555, loss_cls: 2.6200, loss: 2.6200, grad_norm: 3.0712 2020-08-04 02:46:56,685 - mmaction - INFO - Epoch [144][2440/3757] lr: 4.085e-02, eta: 4 days, 1:34:08, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6398, loss_cls: 2.7652, loss: 2.7652, grad_norm: 3.1211 2020-08-04 02:47:12,478 - mmaction - INFO - Epoch [144][2460/3757] lr: 4.085e-02, eta: 4 days, 1:33:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6398, loss_cls: 2.7079, loss: 2.7079, grad_norm: 3.1746 2020-08-04 02:47:28,268 - mmaction - INFO - Epoch [144][2480/3757] lr: 4.085e-02, eta: 4 days, 1:33:23, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6539, loss_cls: 2.6717, loss: 2.6717, grad_norm: 3.0472 2020-08-04 02:47:44,014 - mmaction - INFO - Epoch [144][2500/3757] lr: 4.085e-02, eta: 4 days, 1:33:00, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6539, loss_cls: 2.6998, loss: 2.6998, grad_norm: 3.0942 2020-08-04 02:47:59,774 - mmaction - INFO - Epoch [144][2520/3757] lr: 4.085e-02, eta: 4 days, 1:32:37, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6617, loss_cls: 2.6644, loss: 2.6644, grad_norm: 3.0999 2020-08-04 02:48:15,579 - mmaction - INFO - Epoch [144][2540/3757] lr: 4.085e-02, eta: 4 days, 1:32:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6398, loss_cls: 2.7488, loss: 2.7488, grad_norm: 3.0917 2020-08-04 02:48:31,447 - mmaction - INFO - Epoch [144][2560/3757] lr: 4.085e-02, eta: 4 days, 1:31:52, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6484, loss_cls: 2.7016, loss: 2.7016, grad_norm: 3.0625 2020-08-04 02:48:47,245 - mmaction - INFO - Epoch [144][2580/3757] lr: 4.085e-02, eta: 4 days, 1:31:29, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6602, loss_cls: 2.6222, loss: 2.6222, grad_norm: 3.0764 2020-08-04 02:49:03,022 - mmaction - INFO - Epoch [144][2600/3757] lr: 4.085e-02, eta: 4 days, 1:31:06, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6750, loss_cls: 2.5749, loss: 2.5749, grad_norm: 3.0820 2020-08-04 02:49:18,819 - mmaction - INFO - Epoch [144][2620/3757] lr: 4.085e-02, eta: 4 days, 1:30:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6781, loss_cls: 2.5517, loss: 2.5517, grad_norm: 3.1093 2020-08-04 02:49:34,560 - mmaction - INFO - Epoch [144][2640/3757] lr: 4.085e-02, eta: 4 days, 1:30:21, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6609, loss_cls: 2.6528, loss: 2.6528, grad_norm: 3.1433 2020-08-04 02:49:50,400 - mmaction - INFO - Epoch [144][2660/3757] lr: 4.085e-02, eta: 4 days, 1:29:58, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6883, loss_cls: 2.5862, loss: 2.5862, grad_norm: 3.0296 2020-08-04 02:50:06,274 - mmaction - INFO - Epoch [144][2680/3757] lr: 4.085e-02, eta: 4 days, 1:29:36, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6773, loss_cls: 2.5787, loss: 2.5787, grad_norm: 3.1026 2020-08-04 02:50:22,015 - mmaction - INFO - Epoch [144][2700/3757] lr: 4.085e-02, eta: 4 days, 1:29:13, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6844, loss_cls: 2.5504, loss: 2.5504, grad_norm: 3.0988 2020-08-04 02:50:37,784 - mmaction - INFO - Epoch [144][2720/3757] lr: 4.085e-02, eta: 4 days, 1:28:50, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6531, loss_cls: 2.6254, loss: 2.6254, grad_norm: 3.1169 2020-08-04 02:50:53,582 - mmaction - INFO - Epoch [144][2740/3757] lr: 4.085e-02, eta: 4 days, 1:28:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6617, loss_cls: 2.6217, loss: 2.6217, grad_norm: 3.0082 2020-08-04 02:51:09,387 - mmaction - INFO - Epoch [144][2760/3757] lr: 4.085e-02, eta: 4 days, 1:28:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6750, loss_cls: 2.6399, loss: 2.6399, grad_norm: 3.0997 2020-08-04 02:51:25,169 - mmaction - INFO - Epoch [144][2780/3757] lr: 4.085e-02, eta: 4 days, 1:27:42, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6680, loss_cls: 2.5999, loss: 2.5999, grad_norm: 3.0330 2020-08-04 02:51:40,991 - mmaction - INFO - Epoch [144][2800/3757] lr: 4.085e-02, eta: 4 days, 1:27:20, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6656, loss_cls: 2.6449, loss: 2.6449, grad_norm: 3.1075 2020-08-04 02:51:56,801 - mmaction - INFO - Epoch [144][2820/3757] lr: 4.085e-02, eta: 4 days, 1:26:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6664, loss_cls: 2.6313, loss: 2.6313, grad_norm: 3.1636 2020-08-04 02:52:12,612 - mmaction - INFO - Epoch [144][2840/3757] lr: 4.085e-02, eta: 4 days, 1:26:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6687, loss_cls: 2.5901, loss: 2.5901, grad_norm: 3.1604 2020-08-04 02:52:28,430 - mmaction - INFO - Epoch [144][2860/3757] lr: 4.085e-02, eta: 4 days, 1:26:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6445, loss_cls: 2.7470, loss: 2.7470, grad_norm: 3.1701 2020-08-04 02:52:44,195 - mmaction - INFO - Epoch [144][2880/3757] lr: 4.085e-02, eta: 4 days, 1:25:49, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6516, loss_cls: 2.6342, loss: 2.6342, grad_norm: 3.0796 2020-08-04 02:53:00,044 - mmaction - INFO - Epoch [144][2900/3757] lr: 4.085e-02, eta: 4 days, 1:25:27, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6547, loss_cls: 2.5820, loss: 2.5820, grad_norm: 3.0919 2020-08-04 02:53:15,810 - mmaction - INFO - Epoch [144][2920/3757] lr: 4.085e-02, eta: 4 days, 1:25:04, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6469, loss_cls: 2.6756, loss: 2.6756, grad_norm: 3.1273 2020-08-04 02:53:31,542 - mmaction - INFO - Epoch [144][2940/3757] lr: 4.085e-02, eta: 4 days, 1:24:41, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6445, loss_cls: 2.7183, loss: 2.7183, grad_norm: 3.1254 2020-08-04 02:53:47,317 - mmaction - INFO - Epoch [144][2960/3757] lr: 4.085e-02, eta: 4 days, 1:24:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6672, loss_cls: 2.6213, loss: 2.6213, grad_norm: 3.0007 2020-08-04 02:54:03,074 - mmaction - INFO - Epoch [144][2980/3757] lr: 4.085e-02, eta: 4 days, 1:23:56, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6719, loss_cls: 2.6343, loss: 2.6343, grad_norm: 3.0915 2020-08-04 02:54:18,878 - mmaction - INFO - Epoch [144][3000/3757] lr: 4.085e-02, eta: 4 days, 1:23:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6937, loss_cls: 2.5287, loss: 2.5287, grad_norm: 3.0785 2020-08-04 02:54:34,658 - mmaction - INFO - Epoch [144][3020/3757] lr: 4.085e-02, eta: 4 days, 1:23:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6625, loss_cls: 2.6736, loss: 2.6736, grad_norm: 3.1357 2020-08-04 02:54:50,430 - mmaction - INFO - Epoch [144][3040/3757] lr: 4.085e-02, eta: 4 days, 1:22:48, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6594, loss_cls: 2.6346, loss: 2.6346, grad_norm: 3.1130 2020-08-04 02:55:06,292 - mmaction - INFO - Epoch [144][3060/3757] lr: 4.085e-02, eta: 4 days, 1:22:25, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6852, loss_cls: 2.5471, loss: 2.5471, grad_norm: 3.1348 2020-08-04 02:55:22,022 - mmaction - INFO - Epoch [144][3080/3757] lr: 4.085e-02, eta: 4 days, 1:22:02, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6336, loss_cls: 2.7177, loss: 2.7177, grad_norm: 3.1416 2020-08-04 02:55:37,851 - mmaction - INFO - Epoch [144][3100/3757] lr: 4.085e-02, eta: 4 days, 1:21:40, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6648, loss_cls: 2.5654, loss: 2.5654, grad_norm: 3.0853 2020-08-04 02:55:53,671 - mmaction - INFO - Epoch [144][3120/3757] lr: 4.085e-02, eta: 4 days, 1:21:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6562, loss_cls: 2.6561, loss: 2.6561, grad_norm: 3.0342 2020-08-04 02:56:09,463 - mmaction - INFO - Epoch [144][3140/3757] lr: 4.085e-02, eta: 4 days, 1:20:55, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6680, loss_cls: 2.6583, loss: 2.6583, grad_norm: 3.1392 2020-08-04 02:56:25,230 - mmaction - INFO - Epoch [144][3160/3757] lr: 4.085e-02, eta: 4 days, 1:20:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6477, loss_cls: 2.7036, loss: 2.7036, grad_norm: 3.1476 2020-08-04 02:56:40,912 - mmaction - INFO - Epoch [144][3180/3757] lr: 4.085e-02, eta: 4 days, 1:20:09, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6758, loss_cls: 2.5977, loss: 2.5977, grad_norm: 3.1593 2020-08-04 02:56:56,716 - mmaction - INFO - Epoch [144][3200/3757] lr: 4.085e-02, eta: 4 days, 1:19:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6789, loss_cls: 2.5608, loss: 2.5608, grad_norm: 3.0894 2020-08-04 02:57:12,486 - mmaction - INFO - Epoch [144][3220/3757] lr: 4.085e-02, eta: 4 days, 1:19:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6508, loss_cls: 2.6625, loss: 2.6625, grad_norm: 3.1621 2020-08-04 02:57:28,413 - mmaction - INFO - Epoch [144][3240/3757] lr: 4.085e-02, eta: 4 days, 1:19:02, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6469, loss_cls: 2.7547, loss: 2.7547, grad_norm: 3.1065 2020-08-04 02:57:44,193 - mmaction - INFO - Epoch [144][3260/3757] lr: 4.085e-02, eta: 4 days, 1:18:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6422, loss_cls: 2.7039, loss: 2.7039, grad_norm: 3.1378 2020-08-04 02:57:59,984 - mmaction - INFO - Epoch [144][3280/3757] lr: 4.085e-02, eta: 4 days, 1:18:17, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6477, loss_cls: 2.7445, loss: 2.7445, grad_norm: 3.1236 2020-08-04 02:58:15,785 - mmaction - INFO - Epoch [144][3300/3757] lr: 4.085e-02, eta: 4 days, 1:17:54, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6469, loss_cls: 2.6746, loss: 2.6746, grad_norm: 3.0968 2020-08-04 02:58:31,562 - mmaction - INFO - Epoch [144][3320/3757] lr: 4.085e-02, eta: 4 days, 1:17:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6656, loss_cls: 2.6428, loss: 2.6428, grad_norm: 3.1807 2020-08-04 02:58:47,399 - mmaction - INFO - Epoch [144][3340/3757] lr: 4.085e-02, eta: 4 days, 1:17:09, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6648, loss_cls: 2.6577, loss: 2.6577, grad_norm: 3.1933 2020-08-04 02:59:03,194 - mmaction - INFO - Epoch [144][3360/3757] lr: 4.085e-02, eta: 4 days, 1:16:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.6443, loss: 2.6443, grad_norm: 3.0990 2020-08-04 02:59:18,982 - mmaction - INFO - Epoch [144][3380/3757] lr: 4.085e-02, eta: 4 days, 1:16:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6594, loss_cls: 2.6542, loss: 2.6542, grad_norm: 3.1847 2020-08-04 02:59:34,770 - mmaction - INFO - Epoch [144][3400/3757] lr: 4.085e-02, eta: 4 days, 1:16:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6281, loss_cls: 2.7538, loss: 2.7538, grad_norm: 3.2405 2020-08-04 02:59:50,603 - mmaction - INFO - Epoch [144][3420/3757] lr: 4.085e-02, eta: 4 days, 1:15:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6484, loss_cls: 2.6141, loss: 2.6141, grad_norm: 3.0607 2020-08-04 03:00:10,568 - mmaction - INFO - Epoch [144][3440/3757] lr: 4.085e-02, eta: 4 days, 1:15:46, time: 0.996, data_time: 0.006, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6711, loss_cls: 2.5359, loss: 2.5359, grad_norm: 3.0502 2020-08-04 03:00:26,355 - mmaction - INFO - Epoch [144][3460/3757] lr: 4.085e-02, eta: 4 days, 1:15:24, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6656, loss_cls: 2.6000, loss: 2.6000, grad_norm: 3.0936 2020-08-04 03:00:42,192 - mmaction - INFO - Epoch [144][3480/3757] lr: 4.085e-02, eta: 4 days, 1:15:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6578, loss_cls: 2.6476, loss: 2.6476, grad_norm: 3.2161 2020-08-04 03:00:58,019 - mmaction - INFO - Epoch [144][3500/3757] lr: 4.085e-02, eta: 4 days, 1:14:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6680, loss_cls: 2.5665, loss: 2.5665, grad_norm: 3.1636 2020-08-04 03:01:13,901 - mmaction - INFO - Epoch [144][3520/3757] lr: 4.085e-02, eta: 4 days, 1:14:17, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6320, loss_cls: 2.7278, loss: 2.7278, grad_norm: 3.1415 2020-08-04 03:01:29,686 - mmaction - INFO - Epoch [144][3540/3757] lr: 4.085e-02, eta: 4 days, 1:13:55, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6547, loss_cls: 2.7032, loss: 2.7032, grad_norm: 3.1544 2020-08-04 03:01:45,461 - mmaction - INFO - Epoch [144][3560/3757] lr: 4.085e-02, eta: 4 days, 1:13:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6461, loss_cls: 2.7229, loss: 2.7229, grad_norm: 3.0651 2020-08-04 03:02:01,271 - mmaction - INFO - Epoch [144][3580/3757] lr: 4.085e-02, eta: 4 days, 1:13:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6555, loss_cls: 2.6487, loss: 2.6487, grad_norm: 3.0606 2020-08-04 03:02:17,072 - mmaction - INFO - Epoch [144][3600/3757] lr: 4.085e-02, eta: 4 days, 1:12:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6367, loss_cls: 2.7513, loss: 2.7513, grad_norm: 3.1267 2020-08-04 03:02:32,897 - mmaction - INFO - Epoch [144][3620/3757] lr: 4.085e-02, eta: 4 days, 1:12:25, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6422, loss_cls: 2.7252, loss: 2.7252, grad_norm: 3.0648 2020-08-04 03:02:48,674 - mmaction - INFO - Epoch [144][3640/3757] lr: 4.085e-02, eta: 4 days, 1:12:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.7016, loss_cls: 2.4783, loss: 2.4783, grad_norm: 2.9701 2020-08-04 03:03:04,435 - mmaction - INFO - Epoch [144][3660/3757] lr: 4.085e-02, eta: 4 days, 1:11:40, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6594, loss_cls: 2.7178, loss: 2.7178, grad_norm: 3.1597 2020-08-04 03:03:20,156 - mmaction - INFO - Epoch [144][3680/3757] lr: 4.085e-02, eta: 4 days, 1:11:17, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6633, loss_cls: 2.6308, loss: 2.6308, grad_norm: 3.0820 2020-08-04 03:03:35,976 - mmaction - INFO - Epoch [144][3700/3757] lr: 4.085e-02, eta: 4 days, 1:10:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6703, loss_cls: 2.5725, loss: 2.5725, grad_norm: 3.1344 2020-08-04 03:03:51,722 - mmaction - INFO - Epoch [144][3720/3757] lr: 4.085e-02, eta: 4 days, 1:10:32, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6609, loss_cls: 2.6461, loss: 2.6461, grad_norm: 3.0699 2020-08-04 03:04:07,537 - mmaction - INFO - Epoch [144][3740/3757] lr: 4.085e-02, eta: 4 days, 1:10:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6711, loss_cls: 2.6927, loss: 2.6927, grad_norm: 3.1199 2020-08-04 03:04:26,910 - mmaction - INFO - Saving checkpoint at 144 epochs 2020-08-04 03:06:56,923 - mmaction - INFO - Epoch [145][20/3757] lr: 4.025e-02, eta: 4 days, 1:23:25, time: 7.442, data_time: 6.623, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6625, loss_cls: 2.6285, loss: 2.6285, grad_norm: 3.0951 2020-08-04 03:07:12,793 - mmaction - INFO - Epoch [145][40/3757] lr: 4.025e-02, eta: 4 days, 1:23:03, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6695, loss_cls: 2.5651, loss: 2.5651, grad_norm: 3.1110 2020-08-04 03:07:28,557 - mmaction - INFO - Epoch [145][60/3757] lr: 4.025e-02, eta: 4 days, 1:22:40, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6664, loss_cls: 2.6289, loss: 2.6289, grad_norm: 3.1362 2020-08-04 03:07:44,346 - mmaction - INFO - Epoch [145][80/3757] lr: 4.025e-02, eta: 4 days, 1:22:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6695, loss_cls: 2.5842, loss: 2.5842, grad_norm: 3.1803 2020-08-04 03:08:00,186 - mmaction - INFO - Epoch [145][100/3757] lr: 4.025e-02, eta: 4 days, 1:21:55, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6641, loss_cls: 2.5934, loss: 2.5934, grad_norm: 3.1100 2020-08-04 03:08:15,986 - mmaction - INFO - Epoch [145][120/3757] lr: 4.025e-02, eta: 4 days, 1:21:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6477, loss_cls: 2.7651, loss: 2.7651, grad_norm: 3.0155 2020-08-04 03:08:31,819 - mmaction - INFO - Epoch [145][140/3757] lr: 4.025e-02, eta: 4 days, 1:21:10, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.7000, loss_cls: 2.5318, loss: 2.5318, grad_norm: 3.0326 2020-08-04 03:08:47,600 - mmaction - INFO - Epoch [145][160/3757] lr: 4.025e-02, eta: 4 days, 1:20:47, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6461, loss_cls: 2.7136, loss: 2.7136, grad_norm: 3.1406 2020-08-04 03:09:03,407 - mmaction - INFO - Epoch [145][180/3757] lr: 4.025e-02, eta: 4 days, 1:20:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6820, loss_cls: 2.6278, loss: 2.6278, grad_norm: 3.1776 2020-08-04 03:09:19,636 - mmaction - INFO - Epoch [145][200/3757] lr: 4.025e-02, eta: 4 days, 1:20:04, time: 0.811, data_time: 0.023, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6727, loss_cls: 2.5900, loss: 2.5900, grad_norm: 3.1798 2020-08-04 03:09:35,753 - mmaction - INFO - Epoch [145][220/3757] lr: 4.025e-02, eta: 4 days, 1:19:44, time: 0.806, data_time: 0.018, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6562, loss_cls: 2.6429, loss: 2.6429, grad_norm: 3.1606 2020-08-04 03:09:51,946 - mmaction - INFO - Epoch [145][240/3757] lr: 4.025e-02, eta: 4 days, 1:19:24, time: 0.810, data_time: 0.024, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6859, loss_cls: 2.5357, loss: 2.5357, grad_norm: 3.1415 2020-08-04 03:10:08,035 - mmaction - INFO - Epoch [145][260/3757] lr: 4.025e-02, eta: 4 days, 1:19:03, time: 0.804, data_time: 0.018, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6508, loss_cls: 2.6589, loss: 2.6589, grad_norm: 3.1664 2020-08-04 03:10:23,866 - mmaction - INFO - Epoch [145][280/3757] lr: 4.025e-02, eta: 4 days, 1:18:41, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6492, loss_cls: 2.6404, loss: 2.6404, grad_norm: 3.1755 2020-08-04 03:10:39,713 - mmaction - INFO - Epoch [145][300/3757] lr: 4.025e-02, eta: 4 days, 1:18:19, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6641, loss_cls: 2.6557, loss: 2.6557, grad_norm: 3.1364 2020-08-04 03:10:55,684 - mmaction - INFO - Epoch [145][320/3757] lr: 4.025e-02, eta: 4 days, 1:17:57, time: 0.797, data_time: 0.011, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6828, loss_cls: 2.5676, loss: 2.5676, grad_norm: 3.1767 2020-08-04 03:11:11,578 - mmaction - INFO - Epoch [145][340/3757] lr: 4.025e-02, eta: 4 days, 1:17:35, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6672, loss_cls: 2.6168, loss: 2.6168, grad_norm: 3.1944 2020-08-04 03:11:27,380 - mmaction - INFO - Epoch [145][360/3757] lr: 4.025e-02, eta: 4 days, 1:17:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6797, loss_cls: 2.6185, loss: 2.6185, grad_norm: 3.0750 2020-08-04 03:11:43,209 - mmaction - INFO - Epoch [145][380/3757] lr: 4.025e-02, eta: 4 days, 1:16:50, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6758, loss_cls: 2.5919, loss: 2.5919, grad_norm: 3.0560 2020-08-04 03:11:58,971 - mmaction - INFO - Epoch [145][400/3757] lr: 4.025e-02, eta: 4 days, 1:16:27, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6734, loss_cls: 2.5594, loss: 2.5594, grad_norm: 3.0656 2020-08-04 03:12:14,754 - mmaction - INFO - Epoch [145][420/3757] lr: 4.025e-02, eta: 4 days, 1:16:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6500, loss_cls: 2.6976, loss: 2.6976, grad_norm: 3.1716 2020-08-04 03:12:30,558 - mmaction - INFO - Epoch [145][440/3757] lr: 4.025e-02, eta: 4 days, 1:15:42, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6687, loss_cls: 2.6336, loss: 2.6336, grad_norm: 3.0600 2020-08-04 03:12:46,349 - mmaction - INFO - Epoch [145][460/3757] lr: 4.025e-02, eta: 4 days, 1:15:19, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6547, loss_cls: 2.6387, loss: 2.6387, grad_norm: 3.0686 2020-08-04 03:13:02,157 - mmaction - INFO - Epoch [145][480/3757] lr: 4.025e-02, eta: 4 days, 1:14:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6477, loss_cls: 2.7043, loss: 2.7043, grad_norm: 3.1541 2020-08-04 03:13:17,867 - mmaction - INFO - Epoch [145][500/3757] lr: 4.025e-02, eta: 4 days, 1:14:33, time: 0.785, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6781, loss_cls: 2.5601, loss: 2.5601, grad_norm: 3.0838 2020-08-04 03:13:33,695 - mmaction - INFO - Epoch [145][520/3757] lr: 4.025e-02, eta: 4 days, 1:14:11, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6633, loss_cls: 2.6131, loss: 2.6131, grad_norm: 3.0756 2020-08-04 03:13:49,479 - mmaction - INFO - Epoch [145][540/3757] lr: 4.025e-02, eta: 4 days, 1:13:48, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6352, loss_cls: 2.7355, loss: 2.7355, grad_norm: 3.0893 2020-08-04 03:14:05,281 - mmaction - INFO - Epoch [145][560/3757] lr: 4.025e-02, eta: 4 days, 1:13:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6531, loss_cls: 2.6255, loss: 2.6255, grad_norm: 3.0550 2020-08-04 03:14:21,070 - mmaction - INFO - Epoch [145][580/3757] lr: 4.025e-02, eta: 4 days, 1:13:03, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6516, loss_cls: 2.6379, loss: 2.6379, grad_norm: 3.1195 2020-08-04 03:14:36,930 - mmaction - INFO - Epoch [145][600/3757] lr: 4.025e-02, eta: 4 days, 1:12:41, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6477, loss_cls: 2.7336, loss: 2.7336, grad_norm: 3.0998 2020-08-04 03:14:52,727 - mmaction - INFO - Epoch [145][620/3757] lr: 4.025e-02, eta: 4 days, 1:12:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6539, loss_cls: 2.5954, loss: 2.5954, grad_norm: 3.0391 2020-08-04 03:15:08,487 - mmaction - INFO - Epoch [145][640/3757] lr: 4.025e-02, eta: 4 days, 1:11:55, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6867, loss_cls: 2.5277, loss: 2.5277, grad_norm: 2.9931 2020-08-04 03:15:24,342 - mmaction - INFO - Epoch [145][660/3757] lr: 4.025e-02, eta: 4 days, 1:11:33, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6570, loss_cls: 2.6086, loss: 2.6086, grad_norm: 3.0906 2020-08-04 03:15:40,150 - mmaction - INFO - Epoch [145][680/3757] lr: 4.025e-02, eta: 4 days, 1:11:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6805, loss_cls: 2.5295, loss: 2.5295, grad_norm: 3.1012 2020-08-04 03:15:55,952 - mmaction - INFO - Epoch [145][700/3757] lr: 4.025e-02, eta: 4 days, 1:10:48, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6687, loss_cls: 2.5632, loss: 2.5632, grad_norm: 3.1762 2020-08-04 03:16:11,742 - mmaction - INFO - Epoch [145][720/3757] lr: 4.025e-02, eta: 4 days, 1:10:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6547, loss_cls: 2.6927, loss: 2.6927, grad_norm: 3.1185 2020-08-04 03:16:27,521 - mmaction - INFO - Epoch [145][740/3757] lr: 4.025e-02, eta: 4 days, 1:10:03, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6625, loss_cls: 2.6486, loss: 2.6486, grad_norm: 3.1167 2020-08-04 03:16:43,283 - mmaction - INFO - Epoch [145][760/3757] lr: 4.025e-02, eta: 4 days, 1:09:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6602, loss_cls: 2.5899, loss: 2.5899, grad_norm: 3.0392 2020-08-04 03:16:59,074 - mmaction - INFO - Epoch [145][780/3757] lr: 4.025e-02, eta: 4 days, 1:09:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6469, loss_cls: 2.6188, loss: 2.6188, grad_norm: 3.1113 2020-08-04 03:17:14,812 - mmaction - INFO - Epoch [145][800/3757] lr: 4.025e-02, eta: 4 days, 1:08:54, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6805, loss_cls: 2.5777, loss: 2.5777, grad_norm: 3.1687 2020-08-04 03:17:30,644 - mmaction - INFO - Epoch [145][820/3757] lr: 4.025e-02, eta: 4 days, 1:08:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6719, loss_cls: 2.5767, loss: 2.5767, grad_norm: 3.1314 2020-08-04 03:17:46,458 - mmaction - INFO - Epoch [145][840/3757] lr: 4.025e-02, eta: 4 days, 1:08:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 2.5516, loss: 2.5516, grad_norm: 3.0753 2020-08-04 03:18:02,255 - mmaction - INFO - Epoch [145][860/3757] lr: 4.025e-02, eta: 4 days, 1:07:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6555, loss_cls: 2.6604, loss: 2.6604, grad_norm: 3.0737 2020-08-04 03:18:18,053 - mmaction - INFO - Epoch [145][880/3757] lr: 4.025e-02, eta: 4 days, 1:07:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6719, loss_cls: 2.5977, loss: 2.5977, grad_norm: 3.0858 2020-08-04 03:18:33,885 - mmaction - INFO - Epoch [145][900/3757] lr: 4.025e-02, eta: 4 days, 1:07:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6602, loss_cls: 2.6044, loss: 2.6044, grad_norm: 3.1297 2020-08-04 03:18:49,722 - mmaction - INFO - Epoch [145][920/3757] lr: 4.025e-02, eta: 4 days, 1:06:40, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6375, loss_cls: 2.7916, loss: 2.7916, grad_norm: 3.0826 2020-08-04 03:19:05,476 - mmaction - INFO - Epoch [145][940/3757] lr: 4.025e-02, eta: 4 days, 1:06:17, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6469, loss_cls: 2.6975, loss: 2.6975, grad_norm: 3.0328 2020-08-04 03:19:21,258 - mmaction - INFO - Epoch [145][960/3757] lr: 4.025e-02, eta: 4 days, 1:05:54, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6531, loss_cls: 2.6344, loss: 2.6344, grad_norm: 3.1581 2020-08-04 03:19:37,081 - mmaction - INFO - Epoch [145][980/3757] lr: 4.025e-02, eta: 4 days, 1:05:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6602, loss_cls: 2.6717, loss: 2.6717, grad_norm: 3.1490 2020-08-04 03:19:52,868 - mmaction - INFO - Epoch [145][1000/3757] lr: 4.025e-02, eta: 4 days, 1:05:09, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6617, loss_cls: 2.5632, loss: 2.5632, grad_norm: 3.1729 2020-08-04 03:20:08,683 - mmaction - INFO - Epoch [145][1020/3757] lr: 4.025e-02, eta: 4 days, 1:04:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6391, loss_cls: 2.7897, loss: 2.7897, grad_norm: 3.1566 2020-08-04 03:20:24,463 - mmaction - INFO - Epoch [145][1040/3757] lr: 4.025e-02, eta: 4 days, 1:04:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6750, loss_cls: 2.5945, loss: 2.5945, grad_norm: 3.0755 2020-08-04 03:20:40,217 - mmaction - INFO - Epoch [145][1060/3757] lr: 4.025e-02, eta: 4 days, 1:04:01, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6586, loss_cls: 2.6471, loss: 2.6471, grad_norm: 3.0145 2020-08-04 03:20:55,953 - mmaction - INFO - Epoch [145][1080/3757] lr: 4.025e-02, eta: 4 days, 1:03:39, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6766, loss_cls: 2.5021, loss: 2.5021, grad_norm: 3.0260 2020-08-04 03:21:11,723 - mmaction - INFO - Epoch [145][1100/3757] lr: 4.025e-02, eta: 4 days, 1:03:16, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6516, loss_cls: 2.6643, loss: 2.6643, grad_norm: 3.1477 2020-08-04 03:21:27,573 - mmaction - INFO - Epoch [145][1120/3757] lr: 4.025e-02, eta: 4 days, 1:02:54, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6742, loss_cls: 2.5500, loss: 2.5500, grad_norm: 3.1738 2020-08-04 03:21:43,361 - mmaction - INFO - Epoch [145][1140/3757] lr: 4.025e-02, eta: 4 days, 1:02:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6641, loss_cls: 2.5755, loss: 2.5755, grad_norm: 3.0797 2020-08-04 03:21:59,173 - mmaction - INFO - Epoch [145][1160/3757] lr: 4.025e-02, eta: 4 days, 1:02:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6602, loss_cls: 2.6727, loss: 2.6727, grad_norm: 3.1414 2020-08-04 03:22:15,027 - mmaction - INFO - Epoch [145][1180/3757] lr: 4.025e-02, eta: 4 days, 1:01:47, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6836, loss_cls: 2.4993, loss: 2.4993, grad_norm: 3.1131 2020-08-04 03:22:30,870 - mmaction - INFO - Epoch [145][1200/3757] lr: 4.025e-02, eta: 4 days, 1:01:24, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6594, loss_cls: 2.6885, loss: 2.6885, grad_norm: 3.2552 2020-08-04 03:22:46,659 - mmaction - INFO - Epoch [145][1220/3757] lr: 4.025e-02, eta: 4 days, 1:01:02, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6695, loss_cls: 2.5733, loss: 2.5733, grad_norm: 3.1870 2020-08-04 03:23:02,439 - mmaction - INFO - Epoch [145][1240/3757] lr: 4.025e-02, eta: 4 days, 1:00:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6586, loss_cls: 2.6267, loss: 2.6267, grad_norm: 3.1809 2020-08-04 03:23:18,208 - mmaction - INFO - Epoch [145][1260/3757] lr: 4.025e-02, eta: 4 days, 1:00:17, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6719, loss_cls: 2.5674, loss: 2.5674, grad_norm: 3.1184 2020-08-04 03:23:34,003 - mmaction - INFO - Epoch [145][1280/3757] lr: 4.025e-02, eta: 4 days, 0:59:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6477, loss_cls: 2.6625, loss: 2.6625, grad_norm: 3.2354 2020-08-04 03:23:49,765 - mmaction - INFO - Epoch [145][1300/3757] lr: 4.025e-02, eta: 4 days, 0:59:31, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6664, loss_cls: 2.6623, loss: 2.6623, grad_norm: 3.2090 2020-08-04 03:24:05,593 - mmaction - INFO - Epoch [145][1320/3757] lr: 4.025e-02, eta: 4 days, 0:59:09, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.6511, loss: 2.6511, grad_norm: 3.1319 2020-08-04 03:24:21,432 - mmaction - INFO - Epoch [145][1340/3757] lr: 4.025e-02, eta: 4 days, 0:58:47, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6727, loss_cls: 2.6141, loss: 2.6141, grad_norm: 3.1595 2020-08-04 03:24:37,290 - mmaction - INFO - Epoch [145][1360/3757] lr: 4.025e-02, eta: 4 days, 0:58:25, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6516, loss_cls: 2.6969, loss: 2.6969, grad_norm: 3.1559 2020-08-04 03:24:53,053 - mmaction - INFO - Epoch [145][1380/3757] lr: 4.025e-02, eta: 4 days, 0:58:02, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6539, loss_cls: 2.6766, loss: 2.6766, grad_norm: 3.0289 2020-08-04 03:25:08,848 - mmaction - INFO - Epoch [145][1400/3757] lr: 4.025e-02, eta: 4 days, 0:57:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6734, loss_cls: 2.5784, loss: 2.5784, grad_norm: 3.1032 2020-08-04 03:25:24,645 - mmaction - INFO - Epoch [145][1420/3757] lr: 4.025e-02, eta: 4 days, 0:57:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6719, loss_cls: 2.5462, loss: 2.5462, grad_norm: 3.1052 2020-08-04 03:25:40,470 - mmaction - INFO - Epoch [145][1440/3757] lr: 4.025e-02, eta: 4 days, 0:56:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6648, loss_cls: 2.6761, loss: 2.6761, grad_norm: 3.1794 2020-08-04 03:25:56,274 - mmaction - INFO - Epoch [145][1460/3757] lr: 4.025e-02, eta: 4 days, 0:56:33, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6414, loss_cls: 2.6938, loss: 2.6938, grad_norm: 3.0824 2020-08-04 03:26:12,134 - mmaction - INFO - Epoch [145][1480/3757] lr: 4.025e-02, eta: 4 days, 0:56:11, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6492, loss_cls: 2.6938, loss: 2.6938, grad_norm: 3.2358 2020-08-04 03:26:27,926 - mmaction - INFO - Epoch [145][1500/3757] lr: 4.025e-02, eta: 4 days, 0:55:48, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6523, loss_cls: 2.6708, loss: 2.6708, grad_norm: 3.1196 2020-08-04 03:26:43,763 - mmaction - INFO - Epoch [145][1520/3757] lr: 4.025e-02, eta: 4 days, 0:55:26, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6586, loss_cls: 2.6697, loss: 2.6697, grad_norm: 3.0750 2020-08-04 03:26:59,550 - mmaction - INFO - Epoch [145][1540/3757] lr: 4.025e-02, eta: 4 days, 0:55:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6680, loss_cls: 2.6583, loss: 2.6583, grad_norm: 3.1196 2020-08-04 03:27:15,337 - mmaction - INFO - Epoch [145][1560/3757] lr: 4.025e-02, eta: 4 days, 0:54:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6703, loss_cls: 2.5530, loss: 2.5530, grad_norm: 3.1130 2020-08-04 03:27:31,133 - mmaction - INFO - Epoch [145][1580/3757] lr: 4.025e-02, eta: 4 days, 0:54:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6656, loss_cls: 2.6173, loss: 2.6173, grad_norm: 3.0990 2020-08-04 03:27:46,889 - mmaction - INFO - Epoch [145][1600/3757] lr: 4.025e-02, eta: 4 days, 0:53:56, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.7290, loss: 2.7290, grad_norm: 3.1163 2020-08-04 03:28:02,660 - mmaction - INFO - Epoch [145][1620/3757] lr: 4.025e-02, eta: 4 days, 0:53:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6672, loss_cls: 2.5962, loss: 2.5962, grad_norm: 3.0668 2020-08-04 03:28:18,435 - mmaction - INFO - Epoch [145][1640/3757] lr: 4.025e-02, eta: 4 days, 0:53:11, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6586, loss_cls: 2.6437, loss: 2.6437, grad_norm: 3.0725 2020-08-04 03:28:34,277 - mmaction - INFO - Epoch [145][1660/3757] lr: 4.025e-02, eta: 4 days, 0:52:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6594, loss_cls: 2.6624, loss: 2.6624, grad_norm: 3.2020 2020-08-04 03:28:50,272 - mmaction - INFO - Epoch [145][1680/3757] lr: 4.025e-02, eta: 4 days, 0:52:28, time: 0.801, data_time: 0.011, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6703, loss_cls: 2.5944, loss: 2.5944, grad_norm: 3.0473 2020-08-04 03:29:06,072 - mmaction - INFO - Epoch [145][1700/3757] lr: 4.025e-02, eta: 4 days, 0:52:06, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6406, loss_cls: 2.6225, loss: 2.6225, grad_norm: 2.9972 2020-08-04 03:29:21,905 - mmaction - INFO - Epoch [145][1720/3757] lr: 4.025e-02, eta: 4 days, 0:51:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6742, loss_cls: 2.5210, loss: 2.5210, grad_norm: 3.0592 2020-08-04 03:29:38,658 - mmaction - INFO - Epoch [145][1740/3757] lr: 4.025e-02, eta: 4 days, 0:51:28, time: 0.838, data_time: 0.001, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6336, loss_cls: 2.7656, loss: 2.7656, grad_norm: 3.1611 2020-08-04 03:29:55,173 - mmaction - INFO - Epoch [145][1760/3757] lr: 4.025e-02, eta: 4 days, 0:51:10, time: 0.825, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6734, loss_cls: 2.6001, loss: 2.6001, grad_norm: 3.0580 2020-08-04 03:30:10,878 - mmaction - INFO - Epoch [145][1780/3757] lr: 4.025e-02, eta: 4 days, 0:50:47, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6633, loss_cls: 2.6266, loss: 2.6266, grad_norm: 3.1639 2020-08-04 03:30:26,799 - mmaction - INFO - Epoch [145][1800/3757] lr: 4.025e-02, eta: 4 days, 0:50:25, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6273, loss_cls: 2.7952, loss: 2.7952, grad_norm: 3.1433 2020-08-04 03:30:42,601 - mmaction - INFO - Epoch [145][1820/3757] lr: 4.025e-02, eta: 4 days, 0:50:03, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6586, loss_cls: 2.6382, loss: 2.6382, grad_norm: 3.0180 2020-08-04 03:30:58,414 - mmaction - INFO - Epoch [145][1840/3757] lr: 4.025e-02, eta: 4 days, 0:49:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6727, loss_cls: 2.5938, loss: 2.5938, grad_norm: 3.1621 2020-08-04 03:31:14,183 - mmaction - INFO - Epoch [145][1860/3757] lr: 4.025e-02, eta: 4 days, 0:49:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6680, loss_cls: 2.6466, loss: 2.6466, grad_norm: 3.3210 2020-08-04 03:31:30,063 - mmaction - INFO - Epoch [145][1880/3757] lr: 4.025e-02, eta: 4 days, 0:48:57, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6516, loss_cls: 2.6763, loss: 2.6763, grad_norm: 3.1815 2020-08-04 03:31:45,992 - mmaction - INFO - Epoch [145][1900/3757] lr: 4.025e-02, eta: 4 days, 0:48:35, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6562, loss_cls: 2.6793, loss: 2.6793, grad_norm: 3.1329 2020-08-04 03:32:01,870 - mmaction - INFO - Epoch [145][1920/3757] lr: 4.025e-02, eta: 4 days, 0:48:14, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6453, loss_cls: 2.7194, loss: 2.7194, grad_norm: 3.0738 2020-08-04 03:32:17,686 - mmaction - INFO - Epoch [145][1940/3757] lr: 4.025e-02, eta: 4 days, 0:47:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6531, loss_cls: 2.6931, loss: 2.6931, grad_norm: 3.0750 2020-08-04 03:32:33,556 - mmaction - INFO - Epoch [145][1960/3757] lr: 4.025e-02, eta: 4 days, 0:47:29, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6539, loss_cls: 2.6810, loss: 2.6810, grad_norm: 3.1322 2020-08-04 03:32:49,320 - mmaction - INFO - Epoch [145][1980/3757] lr: 4.025e-02, eta: 4 days, 0:47:07, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6695, loss_cls: 2.5821, loss: 2.5821, grad_norm: 3.0183 2020-08-04 03:33:05,080 - mmaction - INFO - Epoch [145][2000/3757] lr: 4.025e-02, eta: 4 days, 0:46:44, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6477, loss_cls: 2.6987, loss: 2.6987, grad_norm: 3.0260 2020-08-04 03:33:20,914 - mmaction - INFO - Epoch [145][2020/3757] lr: 4.025e-02, eta: 4 days, 0:46:22, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6305, loss_cls: 2.7379, loss: 2.7379, grad_norm: 3.1323 2020-08-04 03:33:36,764 - mmaction - INFO - Epoch [145][2040/3757] lr: 4.025e-02, eta: 4 days, 0:46:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6789, loss_cls: 2.6167, loss: 2.6167, grad_norm: 3.0128 2020-08-04 03:33:52,542 - mmaction - INFO - Epoch [145][2060/3757] lr: 4.025e-02, eta: 4 days, 0:45:38, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6445, loss_cls: 2.6414, loss: 2.6414, grad_norm: 3.1567 2020-08-04 03:34:08,343 - mmaction - INFO - Epoch [145][2080/3757] lr: 4.025e-02, eta: 4 days, 0:45:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6656, loss_cls: 2.5647, loss: 2.5647, grad_norm: 3.1475 2020-08-04 03:34:24,203 - mmaction - INFO - Epoch [145][2100/3757] lr: 4.025e-02, eta: 4 days, 0:44:54, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6687, loss_cls: 2.6311, loss: 2.6311, grad_norm: 3.1036 2020-08-04 03:34:39,991 - mmaction - INFO - Epoch [145][2120/3757] lr: 4.025e-02, eta: 4 days, 0:44:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6555, loss_cls: 2.6861, loss: 2.6861, grad_norm: 3.1491 2020-08-04 03:34:55,741 - mmaction - INFO - Epoch [145][2140/3757] lr: 4.025e-02, eta: 4 days, 0:44:09, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6641, loss_cls: 2.5825, loss: 2.5825, grad_norm: 3.0897 2020-08-04 03:35:11,514 - mmaction - INFO - Epoch [145][2160/3757] lr: 4.025e-02, eta: 4 days, 0:43:46, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6469, loss_cls: 2.7138, loss: 2.7138, grad_norm: 3.0909 2020-08-04 03:35:27,301 - mmaction - INFO - Epoch [145][2180/3757] lr: 4.025e-02, eta: 4 days, 0:43:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6570, loss_cls: 2.6027, loss: 2.6027, grad_norm: 3.0043 2020-08-04 03:35:43,125 - mmaction - INFO - Epoch [145][2200/3757] lr: 4.025e-02, eta: 4 days, 0:43:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6570, loss_cls: 2.6419, loss: 2.6419, grad_norm: 3.0394 2020-08-04 03:35:58,902 - mmaction - INFO - Epoch [145][2220/3757] lr: 4.025e-02, eta: 4 days, 0:42:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6594, loss_cls: 2.6690, loss: 2.6690, grad_norm: 3.1843 2020-08-04 03:36:14,755 - mmaction - INFO - Epoch [145][2240/3757] lr: 4.025e-02, eta: 4 days, 0:42:18, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6672, loss_cls: 2.6381, loss: 2.6381, grad_norm: 3.1353 2020-08-04 03:36:30,541 - mmaction - INFO - Epoch [145][2260/3757] lr: 4.025e-02, eta: 4 days, 0:41:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.6163, loss: 2.6163, grad_norm: 3.1667 2020-08-04 03:36:46,350 - mmaction - INFO - Epoch [145][2280/3757] lr: 4.025e-02, eta: 4 days, 0:41:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6844, loss_cls: 2.5479, loss: 2.5479, grad_norm: 3.1173 2020-08-04 03:37:02,130 - mmaction - INFO - Epoch [145][2300/3757] lr: 4.025e-02, eta: 4 days, 0:41:11, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6453, loss_cls: 2.6478, loss: 2.6478, grad_norm: 3.1512 2020-08-04 03:37:17,968 - mmaction - INFO - Epoch [145][2320/3757] lr: 4.025e-02, eta: 4 days, 0:40:49, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6672, loss_cls: 2.6074, loss: 2.6074, grad_norm: 3.1688 2020-08-04 03:37:33,838 - mmaction - INFO - Epoch [145][2340/3757] lr: 4.025e-02, eta: 4 days, 0:40:27, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6797, loss_cls: 2.5456, loss: 2.5456, grad_norm: 3.1008 2020-08-04 03:37:49,565 - mmaction - INFO - Epoch [145][2360/3757] lr: 4.025e-02, eta: 4 days, 0:40:04, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.5801, loss: 2.5801, grad_norm: 3.1913 2020-08-04 03:38:05,269 - mmaction - INFO - Epoch [145][2380/3757] lr: 4.025e-02, eta: 4 days, 0:39:41, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6727, loss_cls: 2.6364, loss: 2.6364, grad_norm: 3.2502 2020-08-04 03:38:21,079 - mmaction - INFO - Epoch [145][2400/3757] lr: 4.025e-02, eta: 4 days, 0:39:19, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6695, loss_cls: 2.5719, loss: 2.5719, grad_norm: 3.2293 2020-08-04 03:38:36,878 - mmaction - INFO - Epoch [145][2420/3757] lr: 4.025e-02, eta: 4 days, 0:38:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6625, loss_cls: 2.6544, loss: 2.6544, grad_norm: 3.2213 2020-08-04 03:38:52,742 - mmaction - INFO - Epoch [145][2440/3757] lr: 4.025e-02, eta: 4 days, 0:38:35, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6578, loss_cls: 2.6682, loss: 2.6682, grad_norm: 3.1543 2020-08-04 03:39:08,664 - mmaction - INFO - Epoch [145][2460/3757] lr: 4.025e-02, eta: 4 days, 0:38:14, time: 0.795, data_time: 0.009, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6391, loss_cls: 2.7069, loss: 2.7069, grad_norm: 3.1424 2020-08-04 03:39:24,556 - mmaction - INFO - Epoch [145][2480/3757] lr: 4.025e-02, eta: 4 days, 0:37:52, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6773, loss_cls: 2.6009, loss: 2.6009, grad_norm: 3.0921 2020-08-04 03:39:40,335 - mmaction - INFO - Epoch [145][2500/3757] lr: 4.025e-02, eta: 4 days, 0:37:30, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6422, loss_cls: 2.7309, loss: 2.7309, grad_norm: 3.2205 2020-08-04 03:39:56,140 - mmaction - INFO - Epoch [145][2520/3757] lr: 4.025e-02, eta: 4 days, 0:37:08, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6383, loss_cls: 2.7009, loss: 2.7009, grad_norm: 3.1480 2020-08-04 03:40:11,902 - mmaction - INFO - Epoch [145][2540/3757] lr: 4.025e-02, eta: 4 days, 0:36:45, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6602, loss_cls: 2.5920, loss: 2.5920, grad_norm: 3.1048 2020-08-04 03:40:27,693 - mmaction - INFO - Epoch [145][2560/3757] lr: 4.025e-02, eta: 4 days, 0:36:23, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6672, loss_cls: 2.6393, loss: 2.6393, grad_norm: 3.2347 2020-08-04 03:40:43,408 - mmaction - INFO - Epoch [145][2580/3757] lr: 4.025e-02, eta: 4 days, 0:36:00, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6484, loss_cls: 2.6422, loss: 2.6422, grad_norm: 3.1525 2020-08-04 03:40:59,197 - mmaction - INFO - Epoch [145][2600/3757] lr: 4.025e-02, eta: 4 days, 0:35:38, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6547, loss_cls: 2.5826, loss: 2.5826, grad_norm: 3.1633 2020-08-04 03:41:15,028 - mmaction - INFO - Epoch [145][2620/3757] lr: 4.025e-02, eta: 4 days, 0:35:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6711, loss_cls: 2.6316, loss: 2.6316, grad_norm: 3.1439 2020-08-04 03:41:30,890 - mmaction - INFO - Epoch [145][2640/3757] lr: 4.025e-02, eta: 4 days, 0:34:54, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3766, top5_acc: 0.6273, loss_cls: 2.7475, loss: 2.7475, grad_norm: 3.0814 2020-08-04 03:41:46,634 - mmaction - INFO - Epoch [145][2660/3757] lr: 4.025e-02, eta: 4 days, 0:34:32, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6367, loss_cls: 2.7339, loss: 2.7339, grad_norm: 3.1509 2020-08-04 03:42:02,411 - mmaction - INFO - Epoch [145][2680/3757] lr: 4.025e-02, eta: 4 days, 0:34:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6773, loss_cls: 2.5350, loss: 2.5350, grad_norm: 3.0815 2020-08-04 03:42:18,208 - mmaction - INFO - Epoch [145][2700/3757] lr: 4.025e-02, eta: 4 days, 0:33:47, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6703, loss_cls: 2.5510, loss: 2.5510, grad_norm: 3.0854 2020-08-04 03:42:34,020 - mmaction - INFO - Epoch [145][2720/3757] lr: 4.025e-02, eta: 4 days, 0:33:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6445, loss_cls: 2.7802, loss: 2.7802, grad_norm: 3.2180 2020-08-04 03:42:49,782 - mmaction - INFO - Epoch [145][2740/3757] lr: 4.025e-02, eta: 4 days, 0:33:03, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6625, loss_cls: 2.5610, loss: 2.5610, grad_norm: 3.0608 2020-08-04 03:43:05,601 - mmaction - INFO - Epoch [145][2760/3757] lr: 4.025e-02, eta: 4 days, 0:32:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6586, loss_cls: 2.5635, loss: 2.5635, grad_norm: 3.1365 2020-08-04 03:43:21,411 - mmaction - INFO - Epoch [145][2780/3757] lr: 4.025e-02, eta: 4 days, 0:32:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6695, loss_cls: 2.5618, loss: 2.5618, grad_norm: 2.9891 2020-08-04 03:43:37,182 - mmaction - INFO - Epoch [145][2800/3757] lr: 4.025e-02, eta: 4 days, 0:31:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6695, loss_cls: 2.5952, loss: 2.5952, grad_norm: 3.1057 2020-08-04 03:43:52,933 - mmaction - INFO - Epoch [145][2820/3757] lr: 4.025e-02, eta: 4 days, 0:31:34, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6523, loss_cls: 2.7160, loss: 2.7160, grad_norm: 3.1688 2020-08-04 03:44:08,792 - mmaction - INFO - Epoch [145][2840/3757] lr: 4.025e-02, eta: 4 days, 0:31:12, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6477, loss_cls: 2.6921, loss: 2.6921, grad_norm: 3.0274 2020-08-04 03:44:24,551 - mmaction - INFO - Epoch [145][2860/3757] lr: 4.025e-02, eta: 4 days, 0:30:50, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6523, loss_cls: 2.6627, loss: 2.6627, grad_norm: 3.0119 2020-08-04 03:44:40,390 - mmaction - INFO - Epoch [145][2880/3757] lr: 4.025e-02, eta: 4 days, 0:30:28, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6594, loss_cls: 2.6639, loss: 2.6639, grad_norm: 3.1109 2020-08-04 03:44:56,237 - mmaction - INFO - Epoch [145][2900/3757] lr: 4.025e-02, eta: 4 days, 0:30:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6578, loss_cls: 2.7275, loss: 2.7275, grad_norm: 3.1409 2020-08-04 03:45:11,986 - mmaction - INFO - Epoch [145][2920/3757] lr: 4.025e-02, eta: 4 days, 0:29:44, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6766, loss_cls: 2.6126, loss: 2.6126, grad_norm: 3.2311 2020-08-04 03:45:27,812 - mmaction - INFO - Epoch [145][2940/3757] lr: 4.025e-02, eta: 4 days, 0:29:22, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6836, loss_cls: 2.6096, loss: 2.6096, grad_norm: 3.1105 2020-08-04 03:45:43,622 - mmaction - INFO - Epoch [145][2960/3757] lr: 4.025e-02, eta: 4 days, 0:29:00, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6828, loss_cls: 2.6001, loss: 2.6001, grad_norm: 3.1766 2020-08-04 03:45:59,492 - mmaction - INFO - Epoch [145][2980/3757] lr: 4.025e-02, eta: 4 days, 0:28:38, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6469, loss_cls: 2.6199, loss: 2.6199, grad_norm: 3.1329 2020-08-04 03:46:15,366 - mmaction - INFO - Epoch [145][3000/3757] lr: 4.025e-02, eta: 4 days, 0:28:16, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6391, loss_cls: 2.7196, loss: 2.7196, grad_norm: 3.0525 2020-08-04 03:46:31,261 - mmaction - INFO - Epoch [145][3020/3757] lr: 4.025e-02, eta: 4 days, 0:27:55, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6656, loss_cls: 2.6766, loss: 2.6766, grad_norm: 3.0709 2020-08-04 03:46:47,043 - mmaction - INFO - Epoch [145][3040/3757] lr: 4.025e-02, eta: 4 days, 0:27:33, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6633, loss_cls: 2.6419, loss: 2.6419, grad_norm: 3.1527 2020-08-04 03:47:02,856 - mmaction - INFO - Epoch [145][3060/3757] lr: 4.025e-02, eta: 4 days, 0:27:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6680, loss_cls: 2.6021, loss: 2.6021, grad_norm: 3.0759 2020-08-04 03:47:18,693 - mmaction - INFO - Epoch [145][3080/3757] lr: 4.025e-02, eta: 4 days, 0:26:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6633, loss_cls: 2.6077, loss: 2.6077, grad_norm: 3.0893 2020-08-04 03:47:34,454 - mmaction - INFO - Epoch [145][3100/3757] lr: 4.025e-02, eta: 4 days, 0:26:27, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6625, loss_cls: 2.6257, loss: 2.6257, grad_norm: 3.1392 2020-08-04 03:47:50,278 - mmaction - INFO - Epoch [145][3120/3757] lr: 4.025e-02, eta: 4 days, 0:26:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6500, loss_cls: 2.6944, loss: 2.6944, grad_norm: 3.1543 2020-08-04 03:48:06,029 - mmaction - INFO - Epoch [145][3140/3757] lr: 4.025e-02, eta: 4 days, 0:25:42, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6594, loss_cls: 2.5891, loss: 2.5891, grad_norm: 3.0890 2020-08-04 03:48:21,811 - mmaction - INFO - Epoch [145][3160/3757] lr: 4.025e-02, eta: 4 days, 0:25:20, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6625, loss_cls: 2.5729, loss: 2.5729, grad_norm: 3.1718 2020-08-04 03:48:37,708 - mmaction - INFO - Epoch [145][3180/3757] lr: 4.025e-02, eta: 4 days, 0:24:59, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6508, loss_cls: 2.6722, loss: 2.6722, grad_norm: 3.1586 2020-08-04 03:48:53,490 - mmaction - INFO - Epoch [145][3200/3757] lr: 4.025e-02, eta: 4 days, 0:24:37, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6633, loss_cls: 2.6326, loss: 2.6326, grad_norm: 3.0883 2020-08-04 03:49:09,245 - mmaction - INFO - Epoch [145][3220/3757] lr: 4.025e-02, eta: 4 days, 0:24:14, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6414, loss_cls: 2.7499, loss: 2.7499, grad_norm: 3.0803 2020-08-04 03:49:25,019 - mmaction - INFO - Epoch [145][3240/3757] lr: 4.025e-02, eta: 4 days, 0:23:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6781, loss_cls: 2.6122, loss: 2.6122, grad_norm: 3.0631 2020-08-04 03:49:40,781 - mmaction - INFO - Epoch [145][3260/3757] lr: 4.025e-02, eta: 4 days, 0:23:30, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6336, loss_cls: 2.7372, loss: 2.7372, grad_norm: 3.1066 2020-08-04 03:49:56,563 - mmaction - INFO - Epoch [145][3280/3757] lr: 4.025e-02, eta: 4 days, 0:23:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3773, top5_acc: 0.6477, loss_cls: 2.7236, loss: 2.7236, grad_norm: 3.1883 2020-08-04 03:50:12,338 - mmaction - INFO - Epoch [145][3300/3757] lr: 4.025e-02, eta: 4 days, 0:22:45, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6570, loss_cls: 2.6642, loss: 2.6642, grad_norm: 3.1440 2020-08-04 03:50:28,157 - mmaction - INFO - Epoch [145][3320/3757] lr: 4.025e-02, eta: 4 days, 0:22:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6508, loss_cls: 2.7060, loss: 2.7060, grad_norm: 3.1354 2020-08-04 03:50:43,882 - mmaction - INFO - Epoch [145][3340/3757] lr: 4.025e-02, eta: 4 days, 0:22:01, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6750, loss_cls: 2.5748, loss: 2.5748, grad_norm: 3.0895 2020-08-04 03:50:59,696 - mmaction - INFO - Epoch [145][3360/3757] lr: 4.025e-02, eta: 4 days, 0:21:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6469, loss_cls: 2.7085, loss: 2.7085, grad_norm: 3.0838 2020-08-04 03:51:15,466 - mmaction - INFO - Epoch [145][3380/3757] lr: 4.025e-02, eta: 4 days, 0:21:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6531, loss_cls: 2.6588, loss: 2.6588, grad_norm: 3.0589 2020-08-04 03:51:31,240 - mmaction - INFO - Epoch [145][3400/3757] lr: 4.025e-02, eta: 4 days, 0:20:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6734, loss_cls: 2.5912, loss: 2.5912, grad_norm: 2.9819 2020-08-04 03:51:47,007 - mmaction - INFO - Epoch [145][3420/3757] lr: 4.025e-02, eta: 4 days, 0:20:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6539, loss_cls: 2.7276, loss: 2.7276, grad_norm: 3.0892 2020-08-04 03:52:02,868 - mmaction - INFO - Epoch [145][3440/3757] lr: 4.025e-02, eta: 4 days, 0:20:11, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6453, loss_cls: 2.7348, loss: 2.7348, grad_norm: 3.2214 2020-08-04 03:52:18,665 - mmaction - INFO - Epoch [145][3460/3757] lr: 4.025e-02, eta: 4 days, 0:19:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.7083, loss: 2.7083, grad_norm: 3.0700 2020-08-04 03:52:34,454 - mmaction - INFO - Epoch [145][3480/3757] lr: 4.025e-02, eta: 4 days, 0:19:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6352, loss_cls: 2.7095, loss: 2.7095, grad_norm: 3.0941 2020-08-04 03:52:50,284 - mmaction - INFO - Epoch [145][3500/3757] lr: 4.025e-02, eta: 4 days, 0:19:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6562, loss_cls: 2.6964, loss: 2.6964, grad_norm: 3.1389 2020-08-04 03:53:06,059 - mmaction - INFO - Epoch [145][3520/3757] lr: 4.025e-02, eta: 4 days, 0:18:43, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6625, loss_cls: 2.6281, loss: 2.6281, grad_norm: 3.0963 2020-08-04 03:53:21,880 - mmaction - INFO - Epoch [145][3540/3757] lr: 4.025e-02, eta: 4 days, 0:18:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6586, loss_cls: 2.6710, loss: 2.6710, grad_norm: 3.1323 2020-08-04 03:53:37,700 - mmaction - INFO - Epoch [145][3560/3757] lr: 4.025e-02, eta: 4 days, 0:17:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6727, loss_cls: 2.6088, loss: 2.6088, grad_norm: 3.1048 2020-08-04 03:53:53,544 - mmaction - INFO - Epoch [145][3580/3757] lr: 4.025e-02, eta: 4 days, 0:17:37, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6422, loss_cls: 2.7223, loss: 2.7223, grad_norm: 3.1375 2020-08-04 03:54:09,320 - mmaction - INFO - Epoch [145][3600/3757] lr: 4.025e-02, eta: 4 days, 0:17:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6469, loss_cls: 2.7411, loss: 2.7411, grad_norm: 3.2047 2020-08-04 03:54:25,075 - mmaction - INFO - Epoch [145][3620/3757] lr: 4.025e-02, eta: 4 days, 0:16:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6766, loss_cls: 2.5632, loss: 2.5632, grad_norm: 3.0325 2020-08-04 03:54:40,905 - mmaction - INFO - Epoch [145][3640/3757] lr: 4.025e-02, eta: 4 days, 0:16:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6414, loss_cls: 2.7430, loss: 2.7430, grad_norm: 3.0945 2020-08-04 03:54:56,675 - mmaction - INFO - Epoch [145][3660/3757] lr: 4.025e-02, eta: 4 days, 0:16:09, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6602, loss_cls: 2.6538, loss: 2.6538, grad_norm: 3.1198 2020-08-04 03:55:12,467 - mmaction - INFO - Epoch [145][3680/3757] lr: 4.025e-02, eta: 4 days, 0:15:47, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6648, loss_cls: 2.6208, loss: 2.6208, grad_norm: 3.1749 2020-08-04 03:55:28,301 - mmaction - INFO - Epoch [145][3700/3757] lr: 4.025e-02, eta: 4 days, 0:15:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6656, loss_cls: 2.7220, loss: 2.7220, grad_norm: 3.1612 2020-08-04 03:55:44,105 - mmaction - INFO - Epoch [145][3720/3757] lr: 4.025e-02, eta: 4 days, 0:15:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6664, loss_cls: 2.6179, loss: 2.6179, grad_norm: 3.0764 2020-08-04 03:55:59,917 - mmaction - INFO - Epoch [145][3740/3757] lr: 4.025e-02, eta: 4 days, 0:14:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6766, loss_cls: 2.6060, loss: 2.6060, grad_norm: 3.1185 2020-08-04 03:58:40,697 - mmaction - INFO - Epoch [146][20/3757] lr: 3.964e-02, eta: 4 days, 0:26:28, time: 7.187, data_time: 6.371, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6789, loss_cls: 2.5412, loss: 2.5412, grad_norm: 3.0367 2020-08-04 03:58:56,572 - mmaction - INFO - Epoch [146][40/3757] lr: 3.964e-02, eta: 4 days, 0:26:07, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6797, loss_cls: 2.5925, loss: 2.5925, grad_norm: 3.0028 2020-08-04 03:59:12,369 - mmaction - INFO - Epoch [146][60/3757] lr: 3.964e-02, eta: 4 days, 0:25:44, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6672, loss_cls: 2.5848, loss: 2.5848, grad_norm: 3.0706 2020-08-04 03:59:28,178 - mmaction - INFO - Epoch [146][80/3757] lr: 3.964e-02, eta: 4 days, 0:25:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6727, loss_cls: 2.5515, loss: 2.5515, grad_norm: 3.1015 2020-08-04 03:59:44,027 - mmaction - INFO - Epoch [146][100/3757] lr: 3.964e-02, eta: 4 days, 0:25:00, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6641, loss_cls: 2.6651, loss: 2.6651, grad_norm: 3.1882 2020-08-04 03:59:59,858 - mmaction - INFO - Epoch [146][120/3757] lr: 3.964e-02, eta: 4 days, 0:24:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6953, loss_cls: 2.5199, loss: 2.5199, grad_norm: 3.1511 2020-08-04 04:00:19,682 - mmaction - INFO - Epoch [146][140/3757] lr: 3.964e-02, eta: 4 days, 0:24:41, time: 0.983, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6789, loss_cls: 2.5535, loss: 2.5535, grad_norm: 3.1853 2020-08-04 04:00:35,603 - mmaction - INFO - Epoch [146][160/3757] lr: 3.964e-02, eta: 4 days, 0:24:21, time: 0.804, data_time: 0.014, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6844, loss_cls: 2.5394, loss: 2.5394, grad_norm: 3.1429 2020-08-04 04:00:51,500 - mmaction - INFO - Epoch [146][180/3757] lr: 3.964e-02, eta: 4 days, 0:23:59, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6727, loss_cls: 2.6192, loss: 2.6192, grad_norm: 3.1802 2020-08-04 04:01:07,409 - mmaction - INFO - Epoch [146][200/3757] lr: 3.964e-02, eta: 4 days, 0:23:38, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6781, loss_cls: 2.5426, loss: 2.5426, grad_norm: 3.1223 2020-08-04 04:01:23,298 - mmaction - INFO - Epoch [146][220/3757] lr: 3.964e-02, eta: 4 days, 0:23:16, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6766, loss_cls: 2.6146, loss: 2.6146, grad_norm: 3.2319 2020-08-04 04:01:39,106 - mmaction - INFO - Epoch [146][240/3757] lr: 3.964e-02, eta: 4 days, 0:22:54, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6406, loss_cls: 2.7342, loss: 2.7342, grad_norm: 3.1530 2020-08-04 04:01:58,770 - mmaction - INFO - Epoch [146][260/3757] lr: 3.964e-02, eta: 4 days, 0:22:57, time: 0.985, data_time: 0.005, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6695, loss_cls: 2.6730, loss: 2.6730, grad_norm: 3.1334 2020-08-04 04:02:21,683 - mmaction - INFO - Epoch [146][280/3757] lr: 3.964e-02, eta: 4 days, 0:23:21, time: 1.145, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6523, loss_cls: 2.6841, loss: 2.6841, grad_norm: 3.1455 2020-08-04 04:02:37,591 - mmaction - INFO - Epoch [146][300/3757] lr: 3.964e-02, eta: 4 days, 0:23:00, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6742, loss_cls: 2.6175, loss: 2.6175, grad_norm: 3.0785 2020-08-04 04:02:53,858 - mmaction - INFO - Epoch [146][320/3757] lr: 3.964e-02, eta: 4 days, 0:22:41, time: 0.814, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6984, loss_cls: 2.4308, loss: 2.4308, grad_norm: 3.1128 2020-08-04 04:03:09,611 - mmaction - INFO - Epoch [146][340/3757] lr: 3.964e-02, eta: 4 days, 0:22:18, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6664, loss_cls: 2.6117, loss: 2.6117, grad_norm: 3.1445 2020-08-04 04:03:25,424 - mmaction - INFO - Epoch [146][360/3757] lr: 3.964e-02, eta: 4 days, 0:21:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6453, loss_cls: 2.6225, loss: 2.6225, grad_norm: 3.1405 2020-08-04 04:03:41,591 - mmaction - INFO - Epoch [146][380/3757] lr: 3.964e-02, eta: 4 days, 0:21:36, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6648, loss_cls: 2.6627, loss: 2.6627, grad_norm: 3.2319 2020-08-04 04:03:57,423 - mmaction - INFO - Epoch [146][400/3757] lr: 3.964e-02, eta: 4 days, 0:21:14, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6586, loss_cls: 2.6617, loss: 2.6617, grad_norm: 3.2678 2020-08-04 04:04:13,269 - mmaction - INFO - Epoch [146][420/3757] lr: 3.964e-02, eta: 4 days, 0:20:52, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6813, loss_cls: 2.5526, loss: 2.5526, grad_norm: 3.1475 2020-08-04 04:04:29,190 - mmaction - INFO - Epoch [146][440/3757] lr: 3.964e-02, eta: 4 days, 0:20:31, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6758, loss_cls: 2.5545, loss: 2.5545, grad_norm: 3.1075 2020-08-04 04:04:45,747 - mmaction - INFO - Epoch [146][460/3757] lr: 3.964e-02, eta: 4 days, 0:20:14, time: 0.828, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6719, loss_cls: 2.5814, loss: 2.5814, grad_norm: 3.1750 2020-08-04 04:05:01,761 - mmaction - INFO - Epoch [146][480/3757] lr: 3.964e-02, eta: 4 days, 0:19:53, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6570, loss_cls: 2.7088, loss: 2.7088, grad_norm: 3.2049 2020-08-04 04:05:17,466 - mmaction - INFO - Epoch [146][500/3757] lr: 3.964e-02, eta: 4 days, 0:19:30, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6484, loss_cls: 2.6207, loss: 2.6207, grad_norm: 3.1561 2020-08-04 04:05:33,312 - mmaction - INFO - Epoch [146][520/3757] lr: 3.964e-02, eta: 4 days, 0:19:08, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6492, loss_cls: 2.6546, loss: 2.6546, grad_norm: 3.1079 2020-08-04 04:05:49,066 - mmaction - INFO - Epoch [146][540/3757] lr: 3.964e-02, eta: 4 days, 0:18:46, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6469, loss_cls: 2.7133, loss: 2.7133, grad_norm: 3.0454 2020-08-04 04:06:04,918 - mmaction - INFO - Epoch [146][560/3757] lr: 3.964e-02, eta: 4 days, 0:18:24, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6813, loss_cls: 2.5757, loss: 2.5757, grad_norm: 3.1231 2020-08-04 04:06:20,731 - mmaction - INFO - Epoch [146][580/3757] lr: 3.964e-02, eta: 4 days, 0:18:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6594, loss_cls: 2.6218, loss: 2.6218, grad_norm: 3.1211 2020-08-04 04:06:36,553 - mmaction - INFO - Epoch [146][600/3757] lr: 3.964e-02, eta: 4 days, 0:17:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6664, loss_cls: 2.6231, loss: 2.6231, grad_norm: 3.2336 2020-08-04 04:06:52,335 - mmaction - INFO - Epoch [146][620/3757] lr: 3.964e-02, eta: 4 days, 0:17:18, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6594, loss_cls: 2.6465, loss: 2.6465, grad_norm: 3.1047 2020-08-04 04:07:08,124 - mmaction - INFO - Epoch [146][640/3757] lr: 3.964e-02, eta: 4 days, 0:16:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6414, loss_cls: 2.6694, loss: 2.6694, grad_norm: 3.0586 2020-08-04 04:07:23,945 - mmaction - INFO - Epoch [146][660/3757] lr: 3.964e-02, eta: 4 days, 0:16:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6695, loss_cls: 2.6042, loss: 2.6042, grad_norm: 3.1319 2020-08-04 04:07:39,762 - mmaction - INFO - Epoch [146][680/3757] lr: 3.964e-02, eta: 4 days, 0:16:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6562, loss_cls: 2.6386, loss: 2.6386, grad_norm: 3.0718 2020-08-04 04:07:55,644 - mmaction - INFO - Epoch [146][700/3757] lr: 3.964e-02, eta: 4 days, 0:15:50, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6656, loss_cls: 2.5958, loss: 2.5958, grad_norm: 3.1317 2020-08-04 04:08:11,468 - mmaction - INFO - Epoch [146][720/3757] lr: 3.964e-02, eta: 4 days, 0:15:28, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6750, loss_cls: 2.5252, loss: 2.5252, grad_norm: 3.0827 2020-08-04 04:08:27,267 - mmaction - INFO - Epoch [146][740/3757] lr: 3.964e-02, eta: 4 days, 0:15:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6305, loss_cls: 2.7286, loss: 2.7286, grad_norm: 3.1282 2020-08-04 04:08:43,089 - mmaction - INFO - Epoch [146][760/3757] lr: 3.964e-02, eta: 4 days, 0:14:44, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6570, loss_cls: 2.6053, loss: 2.6053, grad_norm: 3.1614 2020-08-04 04:08:58,937 - mmaction - INFO - Epoch [146][780/3757] lr: 3.964e-02, eta: 4 days, 0:14:22, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6477, loss_cls: 2.6806, loss: 2.6806, grad_norm: 3.1302 2020-08-04 04:09:14,756 - mmaction - INFO - Epoch [146][800/3757] lr: 3.964e-02, eta: 4 days, 0:14:00, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6500, loss_cls: 2.7117, loss: 2.7117, grad_norm: 3.0640 2020-08-04 04:09:30,561 - mmaction - INFO - Epoch [146][820/3757] lr: 3.964e-02, eta: 4 days, 0:13:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6391, loss_cls: 2.7120, loss: 2.7120, grad_norm: 3.2181 2020-08-04 04:09:46,371 - mmaction - INFO - Epoch [146][840/3757] lr: 3.964e-02, eta: 4 days, 0:13:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6609, loss_cls: 2.6984, loss: 2.6984, grad_norm: 3.1438 2020-08-04 04:10:02,103 - mmaction - INFO - Epoch [146][860/3757] lr: 3.964e-02, eta: 4 days, 0:12:54, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6773, loss_cls: 2.6105, loss: 2.6105, grad_norm: 3.1362 2020-08-04 04:10:17,852 - mmaction - INFO - Epoch [146][880/3757] lr: 3.964e-02, eta: 4 days, 0:12:31, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6758, loss_cls: 2.6243, loss: 2.6243, grad_norm: 3.2650 2020-08-04 04:10:33,648 - mmaction - INFO - Epoch [146][900/3757] lr: 3.964e-02, eta: 4 days, 0:12:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6477, loss_cls: 2.6820, loss: 2.6820, grad_norm: 3.1501 2020-08-04 04:10:49,419 - mmaction - INFO - Epoch [146][920/3757] lr: 3.964e-02, eta: 4 days, 0:11:47, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6375, loss_cls: 2.6972, loss: 2.6972, grad_norm: 3.1842 2020-08-04 04:11:05,236 - mmaction - INFO - Epoch [146][940/3757] lr: 3.964e-02, eta: 4 days, 0:11:25, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6289, loss_cls: 2.7978, loss: 2.7978, grad_norm: 3.1643 2020-08-04 04:11:20,994 - mmaction - INFO - Epoch [146][960/3757] lr: 3.964e-02, eta: 4 days, 0:11:02, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6633, loss_cls: 2.6250, loss: 2.6250, grad_norm: 3.0588 2020-08-04 04:11:36,757 - mmaction - INFO - Epoch [146][980/3757] lr: 3.964e-02, eta: 4 days, 0:10:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6813, loss_cls: 2.5513, loss: 2.5513, grad_norm: 3.1466 2020-08-04 04:11:52,530 - mmaction - INFO - Epoch [146][1000/3757] lr: 3.964e-02, eta: 4 days, 0:10:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6477, loss_cls: 2.6968, loss: 2.6968, grad_norm: 3.1127 2020-08-04 04:12:08,335 - mmaction - INFO - Epoch [146][1020/3757] lr: 3.964e-02, eta: 4 days, 0:09:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6539, loss_cls: 2.6331, loss: 2.6331, grad_norm: 3.1646 2020-08-04 04:12:24,156 - mmaction - INFO - Epoch [146][1040/3757] lr: 3.964e-02, eta: 4 days, 0:09:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6648, loss_cls: 2.6473, loss: 2.6473, grad_norm: 3.2015 2020-08-04 04:12:39,925 - mmaction - INFO - Epoch [146][1060/3757] lr: 3.964e-02, eta: 4 days, 0:09:12, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6641, loss_cls: 2.6164, loss: 2.6164, grad_norm: 3.1719 2020-08-04 04:12:55,757 - mmaction - INFO - Epoch [146][1080/3757] lr: 3.964e-02, eta: 4 days, 0:08:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6492, loss_cls: 2.7024, loss: 2.7024, grad_norm: 3.1614 2020-08-04 04:13:11,478 - mmaction - INFO - Epoch [146][1100/3757] lr: 3.964e-02, eta: 4 days, 0:08:27, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6523, loss_cls: 2.6663, loss: 2.6663, grad_norm: 3.1530 2020-08-04 04:13:27,243 - mmaction - INFO - Epoch [146][1120/3757] lr: 3.964e-02, eta: 4 days, 0:08:05, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6727, loss_cls: 2.6319, loss: 2.6319, grad_norm: 3.1507 2020-08-04 04:13:43,024 - mmaction - INFO - Epoch [146][1140/3757] lr: 3.964e-02, eta: 4 days, 0:07:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6617, loss_cls: 2.6407, loss: 2.6407, grad_norm: 3.0745 2020-08-04 04:13:58,826 - mmaction - INFO - Epoch [146][1160/3757] lr: 3.964e-02, eta: 4 days, 0:07:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6602, loss_cls: 2.6408, loss: 2.6408, grad_norm: 3.1779 2020-08-04 04:14:14,594 - mmaction - INFO - Epoch [146][1180/3757] lr: 3.964e-02, eta: 4 days, 0:06:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6695, loss_cls: 2.6141, loss: 2.6141, grad_norm: 3.0866 2020-08-04 04:14:30,472 - mmaction - INFO - Epoch [146][1200/3757] lr: 3.964e-02, eta: 4 days, 0:06:37, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6422, loss_cls: 2.6689, loss: 2.6689, grad_norm: 3.1832 2020-08-04 04:14:46,272 - mmaction - INFO - Epoch [146][1220/3757] lr: 3.964e-02, eta: 4 days, 0:06:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6703, loss_cls: 2.6190, loss: 2.6190, grad_norm: 3.1006 2020-08-04 04:15:02,151 - mmaction - INFO - Epoch [146][1240/3757] lr: 3.964e-02, eta: 4 days, 0:05:54, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6641, loss_cls: 2.5702, loss: 2.5702, grad_norm: 3.1505 2020-08-04 04:15:17,873 - mmaction - INFO - Epoch [146][1260/3757] lr: 3.964e-02, eta: 4 days, 0:05:31, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6875, loss_cls: 2.5691, loss: 2.5691, grad_norm: 3.1631 2020-08-04 04:15:33,686 - mmaction - INFO - Epoch [146][1280/3757] lr: 3.964e-02, eta: 4 days, 0:05:09, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6508, loss_cls: 2.6513, loss: 2.6513, grad_norm: 3.1163 2020-08-04 04:15:49,494 - mmaction - INFO - Epoch [146][1300/3757] lr: 3.964e-02, eta: 4 days, 0:04:47, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6273, loss_cls: 2.7920, loss: 2.7920, grad_norm: 3.1865 2020-08-04 04:16:05,326 - mmaction - INFO - Epoch [146][1320/3757] lr: 3.964e-02, eta: 4 days, 0:04:25, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6586, loss_cls: 2.5923, loss: 2.5923, grad_norm: 3.1163 2020-08-04 04:16:21,091 - mmaction - INFO - Epoch [146][1340/3757] lr: 3.964e-02, eta: 4 days, 0:04:03, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6820, loss_cls: 2.4860, loss: 2.4860, grad_norm: 3.0609 2020-08-04 04:16:36,848 - mmaction - INFO - Epoch [146][1360/3757] lr: 3.964e-02, eta: 4 days, 0:03:41, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6664, loss_cls: 2.6644, loss: 2.6644, grad_norm: 3.2058 2020-08-04 04:16:52,681 - mmaction - INFO - Epoch [146][1380/3757] lr: 3.964e-02, eta: 4 days, 0:03:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6461, loss_cls: 2.6915, loss: 2.6915, grad_norm: 3.0948 2020-08-04 04:17:08,517 - mmaction - INFO - Epoch [146][1400/3757] lr: 3.964e-02, eta: 4 days, 0:02:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6766, loss_cls: 2.5938, loss: 2.5938, grad_norm: 2.9903 2020-08-04 04:17:24,329 - mmaction - INFO - Epoch [146][1420/3757] lr: 3.964e-02, eta: 4 days, 0:02:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6617, loss_cls: 2.6313, loss: 2.6313, grad_norm: 3.1750 2020-08-04 04:17:40,114 - mmaction - INFO - Epoch [146][1440/3757] lr: 3.964e-02, eta: 4 days, 0:02:13, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6523, loss_cls: 2.6517, loss: 2.6517, grad_norm: 3.1920 2020-08-04 04:17:55,902 - mmaction - INFO - Epoch [146][1460/3757] lr: 3.964e-02, eta: 4 days, 0:01:51, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6703, loss_cls: 2.5709, loss: 2.5709, grad_norm: 3.1528 2020-08-04 04:18:16,635 - mmaction - INFO - Epoch [146][1480/3757] lr: 3.964e-02, eta: 4 days, 0:02:01, time: 1.037, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6906, loss_cls: 2.5110, loss: 2.5110, grad_norm: 3.0792 2020-08-04 04:18:35,800 - mmaction - INFO - Epoch [146][1500/3757] lr: 3.964e-02, eta: 4 days, 0:02:00, time: 0.958, data_time: 0.013, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6281, loss_cls: 2.7825, loss: 2.7825, grad_norm: 3.1903 2020-08-04 04:18:52,835 - mmaction - INFO - Epoch [146][1520/3757] lr: 3.964e-02, eta: 4 days, 0:01:46, time: 0.852, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6617, loss_cls: 2.6513, loss: 2.6513, grad_norm: 3.1318 2020-08-04 04:19:09,055 - mmaction - INFO - Epoch [146][1540/3757] lr: 3.964e-02, eta: 4 days, 0:01:27, time: 0.812, data_time: 0.011, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6820, loss_cls: 2.5639, loss: 2.5639, grad_norm: 3.1484 2020-08-04 04:19:25,727 - mmaction - INFO - Epoch [146][1560/3757] lr: 3.964e-02, eta: 4 days, 0:01:10, time: 0.834, data_time: 0.039, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6414, loss_cls: 2.7491, loss: 2.7491, grad_norm: 3.1615 2020-08-04 04:19:41,570 - mmaction - INFO - Epoch [146][1580/3757] lr: 3.964e-02, eta: 4 days, 0:00:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6766, loss_cls: 2.6083, loss: 2.6083, grad_norm: 3.0448 2020-08-04 04:19:57,460 - mmaction - INFO - Epoch [146][1600/3757] lr: 3.964e-02, eta: 4 days, 0:00:27, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6562, loss_cls: 2.6323, loss: 2.6323, grad_norm: 3.1078 2020-08-04 04:20:13,277 - mmaction - INFO - Epoch [146][1620/3757] lr: 3.964e-02, eta: 4 days, 0:00:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6672, loss_cls: 2.5918, loss: 2.5918, grad_norm: 3.1296 2020-08-04 04:20:29,040 - mmaction - INFO - Epoch [146][1640/3757] lr: 3.964e-02, eta: 3 days, 23:59:43, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6359, loss_cls: 2.6936, loss: 2.6936, grad_norm: 3.1025 2020-08-04 04:20:44,810 - mmaction - INFO - Epoch [146][1660/3757] lr: 3.964e-02, eta: 3 days, 23:59:21, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6672, loss_cls: 2.6453, loss: 2.6453, grad_norm: 3.0767 2020-08-04 04:21:00,574 - mmaction - INFO - Epoch [146][1680/3757] lr: 3.964e-02, eta: 3 days, 23:58:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6711, loss_cls: 2.6368, loss: 2.6368, grad_norm: 3.0092 2020-08-04 04:21:16,401 - mmaction - INFO - Epoch [146][1700/3757] lr: 3.964e-02, eta: 3 days, 23:58:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6555, loss_cls: 2.6285, loss: 2.6285, grad_norm: 3.1780 2020-08-04 04:21:32,190 - mmaction - INFO - Epoch [146][1720/3757] lr: 3.964e-02, eta: 3 days, 23:58:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6852, loss_cls: 2.5628, loss: 2.5628, grad_norm: 3.0906 2020-08-04 04:21:47,969 - mmaction - INFO - Epoch [146][1740/3757] lr: 3.964e-02, eta: 3 days, 23:57:53, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6727, loss_cls: 2.5388, loss: 2.5388, grad_norm: 3.0569 2020-08-04 04:22:03,748 - mmaction - INFO - Epoch [146][1760/3757] lr: 3.964e-02, eta: 3 days, 23:57:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6937, loss_cls: 2.4900, loss: 2.4900, grad_norm: 3.0992 2020-08-04 04:22:19,575 - mmaction - INFO - Epoch [146][1780/3757] lr: 3.964e-02, eta: 3 days, 23:57:09, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6641, loss_cls: 2.6588, loss: 2.6588, grad_norm: 3.2911 2020-08-04 04:22:35,397 - mmaction - INFO - Epoch [146][1800/3757] lr: 3.964e-02, eta: 3 days, 23:56:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6547, loss_cls: 2.5900, loss: 2.5900, grad_norm: 3.1343 2020-08-04 04:22:51,235 - mmaction - INFO - Epoch [146][1820/3757] lr: 3.964e-02, eta: 3 days, 23:56:26, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6687, loss_cls: 2.5710, loss: 2.5710, grad_norm: 3.1604 2020-08-04 04:23:06,937 - mmaction - INFO - Epoch [146][1840/3757] lr: 3.964e-02, eta: 3 days, 23:56:03, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6641, loss_cls: 2.5919, loss: 2.5919, grad_norm: 3.1790 2020-08-04 04:23:22,778 - mmaction - INFO - Epoch [146][1860/3757] lr: 3.964e-02, eta: 3 days, 23:55:41, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6672, loss_cls: 2.6621, loss: 2.6621, grad_norm: 3.3227 2020-08-04 04:23:38,565 - mmaction - INFO - Epoch [146][1880/3757] lr: 3.964e-02, eta: 3 days, 23:55:19, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6680, loss_cls: 2.6229, loss: 2.6229, grad_norm: 3.1702 2020-08-04 04:23:54,606 - mmaction - INFO - Epoch [146][1900/3757] lr: 3.964e-02, eta: 3 days, 23:54:59, time: 0.802, data_time: 0.015, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6617, loss_cls: 2.6396, loss: 2.6396, grad_norm: 3.1327 2020-08-04 04:24:10,824 - mmaction - INFO - Epoch [146][1920/3757] lr: 3.964e-02, eta: 3 days, 23:54:40, time: 0.811, data_time: 0.023, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6555, loss_cls: 2.6388, loss: 2.6388, grad_norm: 3.1225 2020-08-04 04:24:26,902 - mmaction - INFO - Epoch [146][1940/3757] lr: 3.964e-02, eta: 3 days, 23:54:20, time: 0.803, data_time: 0.016, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6570, loss_cls: 2.6489, loss: 2.6489, grad_norm: 3.0562 2020-08-04 04:24:42,690 - mmaction - INFO - Epoch [146][1960/3757] lr: 3.964e-02, eta: 3 days, 23:53:58, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6539, loss_cls: 2.6427, loss: 2.6427, grad_norm: 3.0922 2020-08-04 04:24:58,609 - mmaction - INFO - Epoch [146][1980/3757] lr: 3.964e-02, eta: 3 days, 23:53:37, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6633, loss_cls: 2.6804, loss: 2.6804, grad_norm: 3.0858 2020-08-04 04:25:14,395 - mmaction - INFO - Epoch [146][2000/3757] lr: 3.964e-02, eta: 3 days, 23:53:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6500, loss_cls: 2.6921, loss: 2.6921, grad_norm: 3.1053 2020-08-04 04:25:30,186 - mmaction - INFO - Epoch [146][2020/3757] lr: 3.964e-02, eta: 3 days, 23:52:53, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6523, loss_cls: 2.7175, loss: 2.7175, grad_norm: 3.1766 2020-08-04 04:25:46,000 - mmaction - INFO - Epoch [146][2040/3757] lr: 3.964e-02, eta: 3 days, 23:52:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6711, loss_cls: 2.6221, loss: 2.6221, grad_norm: 3.2463 2020-08-04 04:26:01,854 - mmaction - INFO - Epoch [146][2060/3757] lr: 3.964e-02, eta: 3 days, 23:52:09, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6453, loss_cls: 2.6953, loss: 2.6953, grad_norm: 3.1861 2020-08-04 04:26:17,696 - mmaction - INFO - Epoch [146][2080/3757] lr: 3.964e-02, eta: 3 days, 23:51:48, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6664, loss_cls: 2.6286, loss: 2.6286, grad_norm: 3.1238 2020-08-04 04:26:33,513 - mmaction - INFO - Epoch [146][2100/3757] lr: 3.964e-02, eta: 3 days, 23:51:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6703, loss_cls: 2.6298, loss: 2.6298, grad_norm: 3.1943 2020-08-04 04:26:49,308 - mmaction - INFO - Epoch [146][2120/3757] lr: 3.964e-02, eta: 3 days, 23:51:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6680, loss_cls: 2.5601, loss: 2.5601, grad_norm: 3.0370 2020-08-04 04:27:05,117 - mmaction - INFO - Epoch [146][2140/3757] lr: 3.964e-02, eta: 3 days, 23:50:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6602, loss_cls: 2.6117, loss: 2.6117, grad_norm: 3.1367 2020-08-04 04:27:20,981 - mmaction - INFO - Epoch [146][2160/3757] lr: 3.964e-02, eta: 3 days, 23:50:21, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6305, loss_cls: 2.7904, loss: 2.7904, grad_norm: 3.2171 2020-08-04 04:27:36,757 - mmaction - INFO - Epoch [146][2180/3757] lr: 3.964e-02, eta: 3 days, 23:49:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6633, loss_cls: 2.5787, loss: 2.5787, grad_norm: 3.1107 2020-08-04 04:27:52,918 - mmaction - INFO - Epoch [146][2200/3757] lr: 3.964e-02, eta: 3 days, 23:49:39, time: 0.808, data_time: 0.016, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6711, loss_cls: 2.5633, loss: 2.5633, grad_norm: 3.1733 2020-08-04 04:28:09,023 - mmaction - INFO - Epoch [146][2220/3757] lr: 3.964e-02, eta: 3 days, 23:49:19, time: 0.804, data_time: 0.021, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6719, loss_cls: 2.6102, loss: 2.6102, grad_norm: 3.2435 2020-08-04 04:28:25,169 - mmaction - INFO - Epoch [146][2240/3757] lr: 3.964e-02, eta: 3 days, 23:48:59, time: 0.809, data_time: 0.016, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6656, loss_cls: 2.6143, loss: 2.6143, grad_norm: 3.1822 2020-08-04 04:28:41,380 - mmaction - INFO - Epoch [146][2260/3757] lr: 3.964e-02, eta: 3 days, 23:48:40, time: 0.810, data_time: 0.022, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6523, loss_cls: 2.6562, loss: 2.6562, grad_norm: 3.1473 2020-08-04 04:28:57,470 - mmaction - INFO - Epoch [146][2280/3757] lr: 3.964e-02, eta: 3 days, 23:48:20, time: 0.805, data_time: 0.014, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6445, loss_cls: 2.6616, loss: 2.6616, grad_norm: 3.1053 2020-08-04 04:29:13,570 - mmaction - INFO - Epoch [146][2300/3757] lr: 3.964e-02, eta: 3 days, 23:48:00, time: 0.805, data_time: 0.022, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6570, loss_cls: 2.6454, loss: 2.6454, grad_norm: 3.1407 2020-08-04 04:29:29,309 - mmaction - INFO - Epoch [146][2320/3757] lr: 3.964e-02, eta: 3 days, 23:47:38, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6734, loss_cls: 2.6102, loss: 2.6102, grad_norm: 3.1618 2020-08-04 04:29:45,249 - mmaction - INFO - Epoch [146][2340/3757] lr: 3.964e-02, eta: 3 days, 23:47:17, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6492, loss_cls: 2.7064, loss: 2.7064, grad_norm: 3.2181 2020-08-04 04:30:01,073 - mmaction - INFO - Epoch [146][2360/3757] lr: 3.964e-02, eta: 3 days, 23:46:55, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.6454, loss: 2.6454, grad_norm: 3.1090 2020-08-04 04:30:16,880 - mmaction - INFO - Epoch [146][2380/3757] lr: 3.964e-02, eta: 3 days, 23:46:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6617, loss_cls: 2.6439, loss: 2.6439, grad_norm: 3.0707 2020-08-04 04:30:32,687 - mmaction - INFO - Epoch [146][2400/3757] lr: 3.964e-02, eta: 3 days, 23:46:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6570, loss_cls: 2.6647, loss: 2.6647, grad_norm: 3.0915 2020-08-04 04:30:48,875 - mmaction - INFO - Epoch [146][2420/3757] lr: 3.964e-02, eta: 3 days, 23:45:52, time: 0.808, data_time: 0.023, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6633, loss_cls: 2.6401, loss: 2.6401, grad_norm: 3.0088 2020-08-04 04:31:05,153 - mmaction - INFO - Epoch [146][2440/3757] lr: 3.964e-02, eta: 3 days, 23:45:33, time: 0.815, data_time: 0.024, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6562, loss_cls: 2.6718, loss: 2.6718, grad_norm: 3.0850 2020-08-04 04:31:21,161 - mmaction - INFO - Epoch [146][2460/3757] lr: 3.964e-02, eta: 3 days, 23:45:13, time: 0.800, data_time: 0.018, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6656, loss_cls: 2.6977, loss: 2.6977, grad_norm: 3.2542 2020-08-04 04:31:37,378 - mmaction - INFO - Epoch [146][2480/3757] lr: 3.964e-02, eta: 3 days, 23:44:54, time: 0.810, data_time: 0.022, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6547, loss_cls: 2.6654, loss: 2.6654, grad_norm: 3.1485 2020-08-04 04:31:53,510 - mmaction - INFO - Epoch [146][2500/3757] lr: 3.964e-02, eta: 3 days, 23:44:34, time: 0.808, data_time: 0.007, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6555, loss_cls: 2.6261, loss: 2.6261, grad_norm: 3.0469 2020-08-04 04:32:09,344 - mmaction - INFO - Epoch [146][2520/3757] lr: 3.964e-02, eta: 3 days, 23:44:12, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6750, loss_cls: 2.5299, loss: 2.5299, grad_norm: 2.9938 2020-08-04 04:32:25,056 - mmaction - INFO - Epoch [146][2540/3757] lr: 3.964e-02, eta: 3 days, 23:43:50, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6609, loss_cls: 2.5890, loss: 2.5890, grad_norm: 3.0345 2020-08-04 04:32:40,854 - mmaction - INFO - Epoch [146][2560/3757] lr: 3.964e-02, eta: 3 days, 23:43:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6750, loss_cls: 2.5996, loss: 2.5996, grad_norm: 3.0927 2020-08-04 04:32:56,674 - mmaction - INFO - Epoch [146][2580/3757] lr: 3.964e-02, eta: 3 days, 23:43:07, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6398, loss_cls: 2.6677, loss: 2.6677, grad_norm: 3.1394 2020-08-04 04:33:12,527 - mmaction - INFO - Epoch [146][2600/3757] lr: 3.964e-02, eta: 3 days, 23:42:45, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3758, top5_acc: 0.6500, loss_cls: 2.7210, loss: 2.7210, grad_norm: 3.2206 2020-08-04 04:33:28,234 - mmaction - INFO - Epoch [146][2620/3757] lr: 3.964e-02, eta: 3 days, 23:42:23, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6648, loss_cls: 2.6771, loss: 2.6771, grad_norm: 3.1086 2020-08-04 04:33:43,909 - mmaction - INFO - Epoch [146][2640/3757] lr: 3.964e-02, eta: 3 days, 23:42:00, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6391, loss_cls: 2.7187, loss: 2.7187, grad_norm: 3.0982 2020-08-04 04:33:59,746 - mmaction - INFO - Epoch [146][2660/3757] lr: 3.964e-02, eta: 3 days, 23:41:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6742, loss_cls: 2.6039, loss: 2.6039, grad_norm: 3.1208 2020-08-04 04:34:15,522 - mmaction - INFO - Epoch [146][2680/3757] lr: 3.964e-02, eta: 3 days, 23:41:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6695, loss_cls: 2.5744, loss: 2.5744, grad_norm: 3.1082 2020-08-04 04:34:31,324 - mmaction - INFO - Epoch [146][2700/3757] lr: 3.964e-02, eta: 3 days, 23:40:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6766, loss_cls: 2.5155, loss: 2.5155, grad_norm: 3.0796 2020-08-04 04:34:47,097 - mmaction - INFO - Epoch [146][2720/3757] lr: 3.964e-02, eta: 3 days, 23:40:33, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.7086, loss_cls: 2.4718, loss: 2.4718, grad_norm: 3.1119 2020-08-04 04:35:02,976 - mmaction - INFO - Epoch [146][2740/3757] lr: 3.964e-02, eta: 3 days, 23:40:12, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6500, loss_cls: 2.6915, loss: 2.6915, grad_norm: 3.1619 2020-08-04 04:35:18,661 - mmaction - INFO - Epoch [146][2760/3757] lr: 3.964e-02, eta: 3 days, 23:39:49, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6430, loss_cls: 2.6747, loss: 2.6747, grad_norm: 3.1247 2020-08-04 04:35:34,517 - mmaction - INFO - Epoch [146][2780/3757] lr: 3.964e-02, eta: 3 days, 23:39:28, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6391, loss_cls: 2.7369, loss: 2.7369, grad_norm: 3.1159 2020-08-04 04:35:50,340 - mmaction - INFO - Epoch [146][2800/3757] lr: 3.964e-02, eta: 3 days, 23:39:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6883, loss_cls: 2.4532, loss: 2.4532, grad_norm: 2.9948 2020-08-04 04:36:06,094 - mmaction - INFO - Epoch [146][2820/3757] lr: 3.964e-02, eta: 3 days, 23:38:44, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6633, loss_cls: 2.5967, loss: 2.5967, grad_norm: 3.2346 2020-08-04 04:36:22,043 - mmaction - INFO - Epoch [146][2840/3757] lr: 3.964e-02, eta: 3 days, 23:38:23, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6500, loss_cls: 2.6813, loss: 2.6813, grad_norm: 3.1913 2020-08-04 04:36:38,173 - mmaction - INFO - Epoch [146][2860/3757] lr: 3.964e-02, eta: 3 days, 23:38:03, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6500, loss_cls: 2.6833, loss: 2.6833, grad_norm: 3.2718 2020-08-04 04:36:54,709 - mmaction - INFO - Epoch [146][2880/3757] lr: 3.964e-02, eta: 3 days, 23:37:46, time: 0.827, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6578, loss_cls: 2.6633, loss: 2.6633, grad_norm: 3.1337 2020-08-04 04:37:10,491 - mmaction - INFO - Epoch [146][2900/3757] lr: 3.964e-02, eta: 3 days, 23:37:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6297, loss_cls: 2.7053, loss: 2.7053, grad_norm: 3.1720 2020-08-04 04:37:26,274 - mmaction - INFO - Epoch [146][2920/3757] lr: 3.964e-02, eta: 3 days, 23:37:03, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6602, loss_cls: 2.6179, loss: 2.6179, grad_norm: 3.1967 2020-08-04 04:37:49,813 - mmaction - INFO - Epoch [146][2940/3757] lr: 3.964e-02, eta: 3 days, 23:37:29, time: 1.177, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6773, loss_cls: 2.5498, loss: 2.5498, grad_norm: 3.1880 2020-08-04 04:38:10,539 - mmaction - INFO - Epoch [146][2960/3757] lr: 3.964e-02, eta: 3 days, 23:37:38, time: 1.036, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6719, loss_cls: 2.5724, loss: 2.5724, grad_norm: 3.1729 2020-08-04 04:38:26,425 - mmaction - INFO - Epoch [146][2980/3757] lr: 3.964e-02, eta: 3 days, 23:37:16, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6641, loss_cls: 2.6368, loss: 2.6368, grad_norm: 3.1661 2020-08-04 04:38:43,732 - mmaction - INFO - Epoch [146][3000/3757] lr: 3.964e-02, eta: 3 days, 23:37:04, time: 0.865, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6359, loss_cls: 2.7044, loss: 2.7044, grad_norm: 3.1288 2020-08-04 04:38:59,499 - mmaction - INFO - Epoch [146][3020/3757] lr: 3.964e-02, eta: 3 days, 23:36:42, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6719, loss_cls: 2.5638, loss: 2.5638, grad_norm: 3.0997 2020-08-04 04:39:15,379 - mmaction - INFO - Epoch [146][3040/3757] lr: 3.964e-02, eta: 3 days, 23:36:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6844, loss_cls: 2.5893, loss: 2.5893, grad_norm: 3.1878 2020-08-04 04:39:31,289 - mmaction - INFO - Epoch [146][3060/3757] lr: 3.964e-02, eta: 3 days, 23:36:00, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6602, loss_cls: 2.6730, loss: 2.6730, grad_norm: 3.1932 2020-08-04 04:39:47,091 - mmaction - INFO - Epoch [146][3080/3757] lr: 3.964e-02, eta: 3 days, 23:35:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6523, loss_cls: 2.6423, loss: 2.6423, grad_norm: 3.1716 2020-08-04 04:40:02,949 - mmaction - INFO - Epoch [146][3100/3757] lr: 3.964e-02, eta: 3 days, 23:35:17, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6445, loss_cls: 2.7275, loss: 2.7275, grad_norm: 3.1755 2020-08-04 04:40:18,654 - mmaction - INFO - Epoch [146][3120/3757] lr: 3.964e-02, eta: 3 days, 23:34:54, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6359, loss_cls: 2.7661, loss: 2.7661, grad_norm: 3.1234 2020-08-04 04:40:34,426 - mmaction - INFO - Epoch [146][3140/3757] lr: 3.964e-02, eta: 3 days, 23:34:32, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6461, loss_cls: 2.6874, loss: 2.6874, grad_norm: 3.1389 2020-08-04 04:40:50,269 - mmaction - INFO - Epoch [146][3160/3757] lr: 3.964e-02, eta: 3 days, 23:34:11, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6508, loss_cls: 2.6717, loss: 2.6717, grad_norm: 3.1654 2020-08-04 04:41:06,060 - mmaction - INFO - Epoch [146][3180/3757] lr: 3.964e-02, eta: 3 days, 23:33:49, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6516, loss_cls: 2.6431, loss: 2.6431, grad_norm: 3.1872 2020-08-04 04:41:21,861 - mmaction - INFO - Epoch [146][3200/3757] lr: 3.964e-02, eta: 3 days, 23:33:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6695, loss_cls: 2.5670, loss: 2.5670, grad_norm: 3.1159 2020-08-04 04:41:37,638 - mmaction - INFO - Epoch [146][3220/3757] lr: 3.964e-02, eta: 3 days, 23:33:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6656, loss_cls: 2.5905, loss: 2.5905, grad_norm: 3.0983 2020-08-04 04:41:53,443 - mmaction - INFO - Epoch [146][3240/3757] lr: 3.964e-02, eta: 3 days, 23:32:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6813, loss_cls: 2.5565, loss: 2.5565, grad_norm: 3.1441 2020-08-04 04:42:09,297 - mmaction - INFO - Epoch [146][3260/3757] lr: 3.964e-02, eta: 3 days, 23:32:22, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6570, loss_cls: 2.6666, loss: 2.6666, grad_norm: 3.1984 2020-08-04 04:42:25,086 - mmaction - INFO - Epoch [146][3280/3757] lr: 3.964e-02, eta: 3 days, 23:32:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6328, loss_cls: 2.7463, loss: 2.7463, grad_norm: 3.1242 2020-08-04 04:42:40,847 - mmaction - INFO - Epoch [146][3300/3757] lr: 3.964e-02, eta: 3 days, 23:31:39, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6547, loss_cls: 2.6925, loss: 2.6925, grad_norm: 3.0715 2020-08-04 04:42:56,656 - mmaction - INFO - Epoch [146][3320/3757] lr: 3.964e-02, eta: 3 days, 23:31:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6445, loss_cls: 2.6443, loss: 2.6443, grad_norm: 3.2013 2020-08-04 04:43:12,470 - mmaction - INFO - Epoch [146][3340/3757] lr: 3.964e-02, eta: 3 days, 23:30:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6633, loss_cls: 2.5698, loss: 2.5698, grad_norm: 3.0843 2020-08-04 04:43:28,269 - mmaction - INFO - Epoch [146][3360/3757] lr: 3.964e-02, eta: 3 days, 23:30:34, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6523, loss_cls: 2.6610, loss: 2.6610, grad_norm: 3.1522 2020-08-04 04:43:44,132 - mmaction - INFO - Epoch [146][3380/3757] lr: 3.964e-02, eta: 3 days, 23:30:12, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6609, loss_cls: 2.5720, loss: 2.5720, grad_norm: 3.0702 2020-08-04 04:43:59,928 - mmaction - INFO - Epoch [146][3400/3757] lr: 3.964e-02, eta: 3 days, 23:29:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6570, loss_cls: 2.6115, loss: 2.6115, grad_norm: 3.1127 2020-08-04 04:44:15,743 - mmaction - INFO - Epoch [146][3420/3757] lr: 3.964e-02, eta: 3 days, 23:29:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6453, loss_cls: 2.7453, loss: 2.7453, grad_norm: 3.0749 2020-08-04 04:44:31,576 - mmaction - INFO - Epoch [146][3440/3757] lr: 3.964e-02, eta: 3 days, 23:29:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6484, loss_cls: 2.6093, loss: 2.6093, grad_norm: 3.0817 2020-08-04 04:44:47,449 - mmaction - INFO - Epoch [146][3460/3757] lr: 3.964e-02, eta: 3 days, 23:28:46, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6734, loss_cls: 2.5832, loss: 2.5832, grad_norm: 3.1503 2020-08-04 04:45:03,275 - mmaction - INFO - Epoch [146][3480/3757] lr: 3.964e-02, eta: 3 days, 23:28:25, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6555, loss_cls: 2.6718, loss: 2.6718, grad_norm: 3.1855 2020-08-04 04:45:18,955 - mmaction - INFO - Epoch [146][3500/3757] lr: 3.964e-02, eta: 3 days, 23:28:02, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6633, loss_cls: 2.6409, loss: 2.6409, grad_norm: 3.0651 2020-08-04 04:45:34,744 - mmaction - INFO - Epoch [146][3520/3757] lr: 3.964e-02, eta: 3 days, 23:27:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6656, loss_cls: 2.6404, loss: 2.6404, grad_norm: 3.1292 2020-08-04 04:45:50,539 - mmaction - INFO - Epoch [146][3540/3757] lr: 3.964e-02, eta: 3 days, 23:27:19, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6734, loss_cls: 2.5310, loss: 2.5310, grad_norm: 3.0931 2020-08-04 04:46:06,306 - mmaction - INFO - Epoch [146][3560/3757] lr: 3.964e-02, eta: 3 days, 23:26:57, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6687, loss_cls: 2.5917, loss: 2.5917, grad_norm: 3.1611 2020-08-04 04:46:22,104 - mmaction - INFO - Epoch [146][3580/3757] lr: 3.964e-02, eta: 3 days, 23:26:35, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6617, loss_cls: 2.6194, loss: 2.6194, grad_norm: 3.2107 2020-08-04 04:46:37,907 - mmaction - INFO - Epoch [146][3600/3757] lr: 3.964e-02, eta: 3 days, 23:26:14, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6539, loss_cls: 2.6647, loss: 2.6647, grad_norm: 3.1042 2020-08-04 04:46:53,744 - mmaction - INFO - Epoch [146][3620/3757] lr: 3.964e-02, eta: 3 days, 23:25:52, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6625, loss_cls: 2.6364, loss: 2.6364, grad_norm: 3.2389 2020-08-04 04:47:09,543 - mmaction - INFO - Epoch [146][3640/3757] lr: 3.964e-02, eta: 3 days, 23:25:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6719, loss_cls: 2.6290, loss: 2.6290, grad_norm: 3.2244 2020-08-04 04:47:25,338 - mmaction - INFO - Epoch [146][3660/3757] lr: 3.964e-02, eta: 3 days, 23:25:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.5971, loss: 2.5971, grad_norm: 3.1623 2020-08-04 04:47:41,173 - mmaction - INFO - Epoch [146][3680/3757] lr: 3.964e-02, eta: 3 days, 23:24:48, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6594, loss_cls: 2.6304, loss: 2.6304, grad_norm: 3.1100 2020-08-04 04:47:56,957 - mmaction - INFO - Epoch [146][3700/3757] lr: 3.964e-02, eta: 3 days, 23:24:26, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6516, loss_cls: 2.6671, loss: 2.6671, grad_norm: 3.0891 2020-08-04 04:48:12,744 - mmaction - INFO - Epoch [146][3720/3757] lr: 3.964e-02, eta: 3 days, 23:24:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6539, loss_cls: 2.7092, loss: 2.7092, grad_norm: 3.2286 2020-08-04 04:48:28,600 - mmaction - INFO - Epoch [146][3740/3757] lr: 3.964e-02, eta: 3 days, 23:23:43, time: 0.792, data_time: 0.008, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6609, loss_cls: 2.6492, loss: 2.6492, grad_norm: 3.2281 2020-08-04 04:51:42,438 - mmaction - INFO - Epoch [147][20/3757] lr: 3.904e-02, eta: 3 days, 23:37:15, time: 8.433, data_time: 7.601, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6523, loss_cls: 2.6159, loss: 2.6159, grad_norm: 3.1209 2020-08-04 04:51:58,239 - mmaction - INFO - Epoch [147][40/3757] lr: 3.904e-02, eta: 3 days, 23:36:53, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6430, loss_cls: 2.6741, loss: 2.6741, grad_norm: 3.0303 2020-08-04 04:52:14,082 - mmaction - INFO - Epoch [147][60/3757] lr: 3.904e-02, eta: 3 days, 23:36:31, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6773, loss_cls: 2.6126, loss: 2.6126, grad_norm: 3.1594 2020-08-04 04:52:29,899 - mmaction - INFO - Epoch [147][80/3757] lr: 3.904e-02, eta: 3 days, 23:36:09, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6789, loss_cls: 2.5443, loss: 2.5443, grad_norm: 3.0853 2020-08-04 04:52:45,693 - mmaction - INFO - Epoch [147][100/3757] lr: 3.904e-02, eta: 3 days, 23:35:47, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.7078, loss_cls: 2.4292, loss: 2.4292, grad_norm: 3.1016 2020-08-04 04:53:01,525 - mmaction - INFO - Epoch [147][120/3757] lr: 3.904e-02, eta: 3 days, 23:35:26, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6883, loss_cls: 2.5364, loss: 2.5364, grad_norm: 3.1908 2020-08-04 04:53:17,335 - mmaction - INFO - Epoch [147][140/3757] lr: 3.904e-02, eta: 3 days, 23:35:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6555, loss_cls: 2.5986, loss: 2.5986, grad_norm: 3.1803 2020-08-04 04:53:33,149 - mmaction - INFO - Epoch [147][160/3757] lr: 3.904e-02, eta: 3 days, 23:34:42, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6523, loss_cls: 2.6664, loss: 2.6664, grad_norm: 3.1022 2020-08-04 04:53:48,937 - mmaction - INFO - Epoch [147][180/3757] lr: 3.904e-02, eta: 3 days, 23:34:20, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6555, loss_cls: 2.6073, loss: 2.6073, grad_norm: 3.2014 2020-08-04 04:54:04,723 - mmaction - INFO - Epoch [147][200/3757] lr: 3.904e-02, eta: 3 days, 23:33:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6656, loss_cls: 2.6348, loss: 2.6348, grad_norm: 3.1938 2020-08-04 04:54:20,514 - mmaction - INFO - Epoch [147][220/3757] lr: 3.904e-02, eta: 3 days, 23:33:36, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6781, loss_cls: 2.5331, loss: 2.5331, grad_norm: 3.1078 2020-08-04 04:54:36,324 - mmaction - INFO - Epoch [147][240/3757] lr: 3.904e-02, eta: 3 days, 23:33:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6703, loss_cls: 2.6067, loss: 2.6067, grad_norm: 3.1157 2020-08-04 04:54:52,180 - mmaction - INFO - Epoch [147][260/3757] lr: 3.904e-02, eta: 3 days, 23:32:53, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6617, loss_cls: 2.6530, loss: 2.6530, grad_norm: 3.2180 2020-08-04 04:55:07,971 - mmaction - INFO - Epoch [147][280/3757] lr: 3.904e-02, eta: 3 days, 23:32:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6508, loss_cls: 2.6502, loss: 2.6502, grad_norm: 3.1932 2020-08-04 04:55:23,728 - mmaction - INFO - Epoch [147][300/3757] lr: 3.904e-02, eta: 3 days, 23:32:09, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6602, loss_cls: 2.6245, loss: 2.6245, grad_norm: 3.1563 2020-08-04 04:55:39,577 - mmaction - INFO - Epoch [147][320/3757] lr: 3.904e-02, eta: 3 days, 23:31:47, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6695, loss_cls: 2.5155, loss: 2.5155, grad_norm: 3.0669 2020-08-04 04:55:55,351 - mmaction - INFO - Epoch [147][340/3757] lr: 3.904e-02, eta: 3 days, 23:31:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6570, loss_cls: 2.6279, loss: 2.6279, grad_norm: 3.2247 2020-08-04 04:56:11,165 - mmaction - INFO - Epoch [147][360/3757] lr: 3.904e-02, eta: 3 days, 23:31:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6766, loss_cls: 2.6198, loss: 2.6198, grad_norm: 3.1876 2020-08-04 04:56:26,963 - mmaction - INFO - Epoch [147][380/3757] lr: 3.904e-02, eta: 3 days, 23:30:42, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6609, loss_cls: 2.6641, loss: 2.6641, grad_norm: 3.2424 2020-08-04 04:56:42,774 - mmaction - INFO - Epoch [147][400/3757] lr: 3.904e-02, eta: 3 days, 23:30:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6687, loss_cls: 2.5459, loss: 2.5459, grad_norm: 3.1408 2020-08-04 04:56:58,613 - mmaction - INFO - Epoch [147][420/3757] lr: 3.904e-02, eta: 3 days, 23:29:58, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6578, loss_cls: 2.6335, loss: 2.6335, grad_norm: 3.2049 2020-08-04 04:57:14,364 - mmaction - INFO - Epoch [147][440/3757] lr: 3.904e-02, eta: 3 days, 23:29:36, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6602, loss_cls: 2.6398, loss: 2.6398, grad_norm: 3.1856 2020-08-04 04:57:30,263 - mmaction - INFO - Epoch [147][460/3757] lr: 3.904e-02, eta: 3 days, 23:29:15, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6586, loss_cls: 2.6618, loss: 2.6618, grad_norm: 3.1881 2020-08-04 04:57:46,092 - mmaction - INFO - Epoch [147][480/3757] lr: 3.904e-02, eta: 3 days, 23:28:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6820, loss_cls: 2.5515, loss: 2.5515, grad_norm: 3.0394 2020-08-04 04:58:02,030 - mmaction - INFO - Epoch [147][500/3757] lr: 3.904e-02, eta: 3 days, 23:28:32, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6320, loss_cls: 2.7434, loss: 2.7434, grad_norm: 3.1697 2020-08-04 04:58:17,809 - mmaction - INFO - Epoch [147][520/3757] lr: 3.904e-02, eta: 3 days, 23:28:10, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6953, loss_cls: 2.4791, loss: 2.4791, grad_norm: 3.0879 2020-08-04 04:58:33,612 - mmaction - INFO - Epoch [147][540/3757] lr: 3.904e-02, eta: 3 days, 23:27:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6484, loss_cls: 2.6769, loss: 2.6769, grad_norm: 3.2008 2020-08-04 04:58:49,442 - mmaction - INFO - Epoch [147][560/3757] lr: 3.904e-02, eta: 3 days, 23:27:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6508, loss_cls: 2.6652, loss: 2.6652, grad_norm: 3.1355 2020-08-04 04:59:05,215 - mmaction - INFO - Epoch [147][580/3757] lr: 3.904e-02, eta: 3 days, 23:27:05, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6430, loss_cls: 2.7112, loss: 2.7112, grad_norm: 3.1341 2020-08-04 04:59:21,043 - mmaction - INFO - Epoch [147][600/3757] lr: 3.904e-02, eta: 3 days, 23:26:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6555, loss_cls: 2.7044, loss: 2.7044, grad_norm: 3.0636 2020-08-04 04:59:36,959 - mmaction - INFO - Epoch [147][620/3757] lr: 3.904e-02, eta: 3 days, 23:26:22, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6484, loss_cls: 2.7082, loss: 2.7082, grad_norm: 3.1769 2020-08-04 04:59:52,658 - mmaction - INFO - Epoch [147][640/3757] lr: 3.904e-02, eta: 3 days, 23:26:00, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6609, loss_cls: 2.5853, loss: 2.5853, grad_norm: 3.1246 2020-08-04 05:00:13,050 - mmaction - INFO - Epoch [147][660/3757] lr: 3.904e-02, eta: 3 days, 23:26:05, time: 1.012, data_time: 0.006, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6586, loss_cls: 2.6501, loss: 2.6501, grad_norm: 3.1516 2020-08-04 05:00:28,894 - mmaction - INFO - Epoch [147][680/3757] lr: 3.904e-02, eta: 3 days, 23:25:44, time: 0.801, data_time: 0.015, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6805, loss_cls: 2.6117, loss: 2.6117, grad_norm: 3.1116 2020-08-04 05:00:44,723 - mmaction - INFO - Epoch [147][700/3757] lr: 3.904e-02, eta: 3 days, 23:25:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6711, loss_cls: 2.5915, loss: 2.5915, grad_norm: 3.0234 2020-08-04 05:01:00,548 - mmaction - INFO - Epoch [147][720/3757] lr: 3.904e-02, eta: 3 days, 23:25:01, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6406, loss_cls: 2.6666, loss: 2.6666, grad_norm: 3.1701 2020-08-04 05:01:16,302 - mmaction - INFO - Epoch [147][740/3757] lr: 3.904e-02, eta: 3 days, 23:24:39, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6516, loss_cls: 2.6659, loss: 2.6659, grad_norm: 3.0741 2020-08-04 05:01:32,102 - mmaction - INFO - Epoch [147][760/3757] lr: 3.904e-02, eta: 3 days, 23:24:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6602, loss_cls: 2.6048, loss: 2.6048, grad_norm: 3.1175 2020-08-04 05:01:47,971 - mmaction - INFO - Epoch [147][780/3757] lr: 3.904e-02, eta: 3 days, 23:23:55, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6508, loss_cls: 2.6428, loss: 2.6428, grad_norm: 3.1287 2020-08-04 05:02:03,782 - mmaction - INFO - Epoch [147][800/3757] lr: 3.904e-02, eta: 3 days, 23:23:34, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6867, loss_cls: 2.5690, loss: 2.5690, grad_norm: 3.1740 2020-08-04 05:02:19,570 - mmaction - INFO - Epoch [147][820/3757] lr: 3.904e-02, eta: 3 days, 23:23:12, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6695, loss_cls: 2.6281, loss: 2.6281, grad_norm: 3.1479 2020-08-04 05:02:35,381 - mmaction - INFO - Epoch [147][840/3757] lr: 3.904e-02, eta: 3 days, 23:22:50, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6648, loss_cls: 2.5765, loss: 2.5765, grad_norm: 3.1578 2020-08-04 05:02:51,231 - mmaction - INFO - Epoch [147][860/3757] lr: 3.904e-02, eta: 3 days, 23:22:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6742, loss_cls: 2.5920, loss: 2.5920, grad_norm: 3.1300 2020-08-04 05:03:07,007 - mmaction - INFO - Epoch [147][880/3757] lr: 3.904e-02, eta: 3 days, 23:22:07, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6719, loss_cls: 2.6228, loss: 2.6228, grad_norm: 3.0847 2020-08-04 05:03:22,926 - mmaction - INFO - Epoch [147][900/3757] lr: 3.904e-02, eta: 3 days, 23:21:46, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6805, loss_cls: 2.4857, loss: 2.4857, grad_norm: 3.1086 2020-08-04 05:03:38,629 - mmaction - INFO - Epoch [147][920/3757] lr: 3.904e-02, eta: 3 days, 23:21:23, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6648, loss_cls: 2.6464, loss: 2.6464, grad_norm: 3.1840 2020-08-04 05:03:54,439 - mmaction - INFO - Epoch [147][940/3757] lr: 3.904e-02, eta: 3 days, 23:21:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6570, loss_cls: 2.6580, loss: 2.6580, grad_norm: 3.1265 2020-08-04 05:04:10,215 - mmaction - INFO - Epoch [147][960/3757] lr: 3.904e-02, eta: 3 days, 23:20:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6734, loss_cls: 2.5415, loss: 2.5415, grad_norm: 3.0678 2020-08-04 05:04:26,077 - mmaction - INFO - Epoch [147][980/3757] lr: 3.904e-02, eta: 3 days, 23:20:18, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6625, loss_cls: 2.6363, loss: 2.6363, grad_norm: 3.1058 2020-08-04 05:04:41,925 - mmaction - INFO - Epoch [147][1000/3757] lr: 3.904e-02, eta: 3 days, 23:19:57, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6852, loss_cls: 2.5494, loss: 2.5494, grad_norm: 3.0878 2020-08-04 05:04:57,810 - mmaction - INFO - Epoch [147][1020/3757] lr: 3.904e-02, eta: 3 days, 23:19:36, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6734, loss_cls: 2.5741, loss: 2.5741, grad_norm: 3.1136 2020-08-04 05:05:13,687 - mmaction - INFO - Epoch [147][1040/3757] lr: 3.904e-02, eta: 3 days, 23:19:14, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6602, loss_cls: 2.6468, loss: 2.6468, grad_norm: 3.1980 2020-08-04 05:05:29,569 - mmaction - INFO - Epoch [147][1060/3757] lr: 3.904e-02, eta: 3 days, 23:18:53, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6695, loss_cls: 2.6089, loss: 2.6089, grad_norm: 3.2242 2020-08-04 05:05:45,350 - mmaction - INFO - Epoch [147][1080/3757] lr: 3.904e-02, eta: 3 days, 23:18:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6508, loss_cls: 2.6828, loss: 2.6828, grad_norm: 3.2397 2020-08-04 05:06:01,211 - mmaction - INFO - Epoch [147][1100/3757] lr: 3.904e-02, eta: 3 days, 23:18:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6523, loss_cls: 2.7178, loss: 2.7178, grad_norm: 3.2063 2020-08-04 05:06:17,029 - mmaction - INFO - Epoch [147][1120/3757] lr: 3.904e-02, eta: 3 days, 23:17:48, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6805, loss_cls: 2.5506, loss: 2.5506, grad_norm: 3.0615 2020-08-04 05:06:32,862 - mmaction - INFO - Epoch [147][1140/3757] lr: 3.904e-02, eta: 3 days, 23:17:27, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6742, loss_cls: 2.5607, loss: 2.5607, grad_norm: 3.1440 2020-08-04 05:06:48,651 - mmaction - INFO - Epoch [147][1160/3757] lr: 3.904e-02, eta: 3 days, 23:17:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6664, loss_cls: 2.5721, loss: 2.5721, grad_norm: 3.1604 2020-08-04 05:07:04,532 - mmaction - INFO - Epoch [147][1180/3757] lr: 3.904e-02, eta: 3 days, 23:16:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6555, loss_cls: 2.5969, loss: 2.5969, grad_norm: 3.1966 2020-08-04 05:07:20,223 - mmaction - INFO - Epoch [147][1200/3757] lr: 3.904e-02, eta: 3 days, 23:16:21, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6508, loss_cls: 2.6564, loss: 2.6564, grad_norm: 3.3283 2020-08-04 05:07:36,069 - mmaction - INFO - Epoch [147][1220/3757] lr: 3.904e-02, eta: 3 days, 23:16:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6656, loss_cls: 2.6489, loss: 2.6489, grad_norm: 3.1364 2020-08-04 05:07:51,913 - mmaction - INFO - Epoch [147][1240/3757] lr: 3.904e-02, eta: 3 days, 23:15:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6695, loss_cls: 2.5550, loss: 2.5550, grad_norm: 3.1523 2020-08-04 05:08:07,699 - mmaction - INFO - Epoch [147][1260/3757] lr: 3.904e-02, eta: 3 days, 23:15:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6680, loss_cls: 2.5325, loss: 2.5325, grad_norm: 3.0710 2020-08-04 05:08:23,620 - mmaction - INFO - Epoch [147][1280/3757] lr: 3.904e-02, eta: 3 days, 23:14:56, time: 0.797, data_time: 0.010, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6813, loss_cls: 2.5464, loss: 2.5464, grad_norm: 3.0276 2020-08-04 05:08:39,378 - mmaction - INFO - Epoch [147][1300/3757] lr: 3.904e-02, eta: 3 days, 23:14:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6797, loss_cls: 2.6413, loss: 2.6413, grad_norm: 3.1788 2020-08-04 05:08:55,195 - mmaction - INFO - Epoch [147][1320/3757] lr: 3.904e-02, eta: 3 days, 23:14:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6633, loss_cls: 2.5771, loss: 2.5771, grad_norm: 3.1238 2020-08-04 05:09:11,030 - mmaction - INFO - Epoch [147][1340/3757] lr: 3.904e-02, eta: 3 days, 23:13:51, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6555, loss_cls: 2.6160, loss: 2.6160, grad_norm: 3.2160 2020-08-04 05:09:26,869 - mmaction - INFO - Epoch [147][1360/3757] lr: 3.904e-02, eta: 3 days, 23:13:29, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6547, loss_cls: 2.6471, loss: 2.6471, grad_norm: 3.1601 2020-08-04 05:09:42,714 - mmaction - INFO - Epoch [147][1380/3757] lr: 3.904e-02, eta: 3 days, 23:13:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6594, loss_cls: 2.6803, loss: 2.6803, grad_norm: 3.0558 2020-08-04 05:09:58,571 - mmaction - INFO - Epoch [147][1400/3757] lr: 3.904e-02, eta: 3 days, 23:12:46, time: 0.793, data_time: 0.008, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6789, loss_cls: 2.5618, loss: 2.5618, grad_norm: 3.1596 2020-08-04 05:10:14,455 - mmaction - INFO - Epoch [147][1420/3757] lr: 3.904e-02, eta: 3 days, 23:12:25, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6469, loss_cls: 2.7202, loss: 2.7202, grad_norm: 3.1392 2020-08-04 05:10:30,338 - mmaction - INFO - Epoch [147][1440/3757] lr: 3.904e-02, eta: 3 days, 23:12:04, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6766, loss_cls: 2.5908, loss: 2.5908, grad_norm: 3.1986 2020-08-04 05:10:46,118 - mmaction - INFO - Epoch [147][1460/3757] lr: 3.904e-02, eta: 3 days, 23:11:42, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6406, loss_cls: 2.7064, loss: 2.7064, grad_norm: 3.1854 2020-08-04 05:11:01,974 - mmaction - INFO - Epoch [147][1480/3757] lr: 3.904e-02, eta: 3 days, 23:11:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6648, loss_cls: 2.6186, loss: 2.6186, grad_norm: 3.0968 2020-08-04 05:11:17,831 - mmaction - INFO - Epoch [147][1500/3757] lr: 3.904e-02, eta: 3 days, 23:10:59, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6687, loss_cls: 2.6054, loss: 2.6054, grad_norm: 2.9998 2020-08-04 05:11:33,665 - mmaction - INFO - Epoch [147][1520/3757] lr: 3.904e-02, eta: 3 days, 23:10:38, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6570, loss_cls: 2.6595, loss: 2.6595, grad_norm: 3.1634 2020-08-04 05:11:49,497 - mmaction - INFO - Epoch [147][1540/3757] lr: 3.904e-02, eta: 3 days, 23:10:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6734, loss_cls: 2.5627, loss: 2.5627, grad_norm: 3.1381 2020-08-04 05:12:05,352 - mmaction - INFO - Epoch [147][1560/3757] lr: 3.904e-02, eta: 3 days, 23:09:55, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6500, loss_cls: 2.6256, loss: 2.6256, grad_norm: 3.1097 2020-08-04 05:12:21,157 - mmaction - INFO - Epoch [147][1580/3757] lr: 3.904e-02, eta: 3 days, 23:09:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6461, loss_cls: 2.7494, loss: 2.7494, grad_norm: 3.1502 2020-08-04 05:12:36,929 - mmaction - INFO - Epoch [147][1600/3757] lr: 3.904e-02, eta: 3 days, 23:09:12, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6586, loss_cls: 2.6194, loss: 2.6194, grad_norm: 3.0790 2020-08-04 05:12:52,768 - mmaction - INFO - Epoch [147][1620/3757] lr: 3.904e-02, eta: 3 days, 23:08:50, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6727, loss_cls: 2.5715, loss: 2.5715, grad_norm: 3.0805 2020-08-04 05:13:08,518 - mmaction - INFO - Epoch [147][1640/3757] lr: 3.904e-02, eta: 3 days, 23:08:28, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6625, loss_cls: 2.5350, loss: 2.5350, grad_norm: 3.1784 2020-08-04 05:13:24,356 - mmaction - INFO - Epoch [147][1660/3757] lr: 3.904e-02, eta: 3 days, 23:08:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6539, loss_cls: 2.6052, loss: 2.6052, grad_norm: 3.1486 2020-08-04 05:13:40,002 - mmaction - INFO - Epoch [147][1680/3757] lr: 3.904e-02, eta: 3 days, 23:07:45, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6555, loss_cls: 2.6390, loss: 2.6390, grad_norm: 3.1566 2020-08-04 05:13:55,774 - mmaction - INFO - Epoch [147][1700/3757] lr: 3.904e-02, eta: 3 days, 23:07:23, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6734, loss_cls: 2.5622, loss: 2.5622, grad_norm: 3.0839 2020-08-04 05:14:11,652 - mmaction - INFO - Epoch [147][1720/3757] lr: 3.904e-02, eta: 3 days, 23:07:02, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6492, loss_cls: 2.6766, loss: 2.6766, grad_norm: 3.2011 2020-08-04 05:14:27,352 - mmaction - INFO - Epoch [147][1740/3757] lr: 3.904e-02, eta: 3 days, 23:06:39, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6508, loss_cls: 2.6701, loss: 2.6701, grad_norm: 3.1028 2020-08-04 05:14:43,288 - mmaction - INFO - Epoch [147][1760/3757] lr: 3.904e-02, eta: 3 days, 23:06:19, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6781, loss_cls: 2.5440, loss: 2.5440, grad_norm: 3.0262 2020-08-04 05:14:59,011 - mmaction - INFO - Epoch [147][1780/3757] lr: 3.904e-02, eta: 3 days, 23:05:56, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6500, loss_cls: 2.7123, loss: 2.7123, grad_norm: 3.1994 2020-08-04 05:15:15,019 - mmaction - INFO - Epoch [147][1800/3757] lr: 3.904e-02, eta: 3 days, 23:05:36, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6656, loss_cls: 2.6134, loss: 2.6134, grad_norm: 3.1202 2020-08-04 05:15:30,802 - mmaction - INFO - Epoch [147][1820/3757] lr: 3.904e-02, eta: 3 days, 23:05:14, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6859, loss_cls: 2.5318, loss: 2.5318, grad_norm: 3.2185 2020-08-04 05:15:46,661 - mmaction - INFO - Epoch [147][1840/3757] lr: 3.904e-02, eta: 3 days, 23:04:53, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6375, loss_cls: 2.6951, loss: 2.6951, grad_norm: 3.1934 2020-08-04 05:16:02,476 - mmaction - INFO - Epoch [147][1860/3757] lr: 3.904e-02, eta: 3 days, 23:04:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6805, loss_cls: 2.5619, loss: 2.5619, grad_norm: 3.1850 2020-08-04 05:16:18,332 - mmaction - INFO - Epoch [147][1880/3757] lr: 3.904e-02, eta: 3 days, 23:04:10, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6594, loss_cls: 2.6060, loss: 2.6060, grad_norm: 3.1825 2020-08-04 05:16:34,211 - mmaction - INFO - Epoch [147][1900/3757] lr: 3.904e-02, eta: 3 days, 23:03:49, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6422, loss_cls: 2.7156, loss: 2.7156, grad_norm: 3.2537 2020-08-04 05:16:49,953 - mmaction - INFO - Epoch [147][1920/3757] lr: 3.904e-02, eta: 3 days, 23:03:27, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6586, loss_cls: 2.6278, loss: 2.6278, grad_norm: 3.1539 2020-08-04 05:17:05,789 - mmaction - INFO - Epoch [147][1940/3757] lr: 3.904e-02, eta: 3 days, 23:03:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6461, loss_cls: 2.7091, loss: 2.7091, grad_norm: 3.1374 2020-08-04 05:17:21,593 - mmaction - INFO - Epoch [147][1960/3757] lr: 3.904e-02, eta: 3 days, 23:02:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6703, loss_cls: 2.6588, loss: 2.6588, grad_norm: 3.1207 2020-08-04 05:17:37,438 - mmaction - INFO - Epoch [147][1980/3757] lr: 3.904e-02, eta: 3 days, 23:02:23, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6523, loss_cls: 2.6743, loss: 2.6743, grad_norm: 3.1371 2020-08-04 05:17:53,193 - mmaction - INFO - Epoch [147][2000/3757] lr: 3.904e-02, eta: 3 days, 23:02:01, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6625, loss_cls: 2.5589, loss: 2.5589, grad_norm: 3.0488 2020-08-04 05:18:08,994 - mmaction - INFO - Epoch [147][2020/3757] lr: 3.904e-02, eta: 3 days, 23:01:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6648, loss_cls: 2.6029, loss: 2.6029, grad_norm: 3.2306 2020-08-04 05:18:24,806 - mmaction - INFO - Epoch [147][2040/3757] lr: 3.904e-02, eta: 3 days, 23:01:18, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6508, loss_cls: 2.6414, loss: 2.6414, grad_norm: 3.1474 2020-08-04 05:18:40,650 - mmaction - INFO - Epoch [147][2060/3757] lr: 3.904e-02, eta: 3 days, 23:00:57, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6516, loss_cls: 2.6400, loss: 2.6400, grad_norm: 3.1061 2020-08-04 05:18:56,500 - mmaction - INFO - Epoch [147][2080/3757] lr: 3.904e-02, eta: 3 days, 23:00:35, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6484, loss_cls: 2.6194, loss: 2.6194, grad_norm: 3.2088 2020-08-04 05:19:12,315 - mmaction - INFO - Epoch [147][2100/3757] lr: 3.904e-02, eta: 3 days, 23:00:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6430, loss_cls: 2.6414, loss: 2.6414, grad_norm: 3.1304 2020-08-04 05:19:28,148 - mmaction - INFO - Epoch [147][2120/3757] lr: 3.904e-02, eta: 3 days, 22:59:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6414, loss_cls: 2.7340, loss: 2.7340, grad_norm: 3.1848 2020-08-04 05:19:43,926 - mmaction - INFO - Epoch [147][2140/3757] lr: 3.904e-02, eta: 3 days, 22:59:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6687, loss_cls: 2.5494, loss: 2.5494, grad_norm: 3.1320 2020-08-04 05:19:59,737 - mmaction - INFO - Epoch [147][2160/3757] lr: 3.904e-02, eta: 3 days, 22:59:09, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6516, loss_cls: 2.7476, loss: 2.7476, grad_norm: 3.1505 2020-08-04 05:20:15,528 - mmaction - INFO - Epoch [147][2180/3757] lr: 3.904e-02, eta: 3 days, 22:58:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6852, loss_cls: 2.5476, loss: 2.5476, grad_norm: 3.0772 2020-08-04 05:20:31,457 - mmaction - INFO - Epoch [147][2200/3757] lr: 3.904e-02, eta: 3 days, 22:58:27, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6625, loss_cls: 2.6263, loss: 2.6263, grad_norm: 3.0833 2020-08-04 05:20:47,263 - mmaction - INFO - Epoch [147][2220/3757] lr: 3.904e-02, eta: 3 days, 22:58:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6375, loss_cls: 2.7004, loss: 2.7004, grad_norm: 3.1801 2020-08-04 05:21:03,072 - mmaction - INFO - Epoch [147][2240/3757] lr: 3.904e-02, eta: 3 days, 22:57:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6852, loss_cls: 2.6086, loss: 2.6086, grad_norm: 3.1605 2020-08-04 05:21:18,853 - mmaction - INFO - Epoch [147][2260/3757] lr: 3.904e-02, eta: 3 days, 22:57:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3727, top5_acc: 0.6234, loss_cls: 2.8112, loss: 2.8112, grad_norm: 3.2111 2020-08-04 05:21:34,798 - mmaction - INFO - Epoch [147][2280/3757] lr: 3.904e-02, eta: 3 days, 22:57:02, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6781, loss_cls: 2.6227, loss: 2.6227, grad_norm: 3.2095 2020-08-04 05:21:50,472 - mmaction - INFO - Epoch [147][2300/3757] lr: 3.904e-02, eta: 3 days, 22:56:39, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6641, loss_cls: 2.5733, loss: 2.5733, grad_norm: 3.1286 2020-08-04 05:22:06,280 - mmaction - INFO - Epoch [147][2320/3757] lr: 3.904e-02, eta: 3 days, 22:56:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6680, loss_cls: 2.5917, loss: 2.5917, grad_norm: 3.1951 2020-08-04 05:22:22,025 - mmaction - INFO - Epoch [147][2340/3757] lr: 3.904e-02, eta: 3 days, 22:55:56, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6523, loss_cls: 2.6553, loss: 2.6553, grad_norm: 3.0644 2020-08-04 05:22:37,819 - mmaction - INFO - Epoch [147][2360/3757] lr: 3.904e-02, eta: 3 days, 22:55:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6594, loss_cls: 2.6773, loss: 2.6773, grad_norm: 3.1526 2020-08-04 05:22:53,613 - mmaction - INFO - Epoch [147][2380/3757] lr: 3.904e-02, eta: 3 days, 22:55:13, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6492, loss_cls: 2.6778, loss: 2.6778, grad_norm: 3.1617 2020-08-04 05:23:09,279 - mmaction - INFO - Epoch [147][2400/3757] lr: 3.904e-02, eta: 3 days, 22:54:51, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6258, loss_cls: 2.7907, loss: 2.7907, grad_norm: 3.1513 2020-08-04 05:23:25,202 - mmaction - INFO - Epoch [147][2420/3757] lr: 3.904e-02, eta: 3 days, 22:54:30, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6641, loss_cls: 2.5984, loss: 2.5984, grad_norm: 3.0655 2020-08-04 05:23:40,958 - mmaction - INFO - Epoch [147][2440/3757] lr: 3.904e-02, eta: 3 days, 22:54:08, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6781, loss_cls: 2.5221, loss: 2.5221, grad_norm: 3.0604 2020-08-04 05:23:56,708 - mmaction - INFO - Epoch [147][2460/3757] lr: 3.904e-02, eta: 3 days, 22:53:46, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3680, top5_acc: 0.6375, loss_cls: 2.7538, loss: 2.7538, grad_norm: 3.1680 2020-08-04 05:24:12,560 - mmaction - INFO - Epoch [147][2480/3757] lr: 3.904e-02, eta: 3 days, 22:53:25, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6508, loss_cls: 2.6983, loss: 2.6983, grad_norm: 3.1407 2020-08-04 05:24:28,352 - mmaction - INFO - Epoch [147][2500/3757] lr: 3.904e-02, eta: 3 days, 22:53:03, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6367, loss_cls: 2.6748, loss: 2.6748, grad_norm: 3.0428 2020-08-04 05:24:44,188 - mmaction - INFO - Epoch [147][2520/3757] lr: 3.904e-02, eta: 3 days, 22:52:42, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6609, loss_cls: 2.6200, loss: 2.6200, grad_norm: 3.0826 2020-08-04 05:25:00,057 - mmaction - INFO - Epoch [147][2540/3757] lr: 3.904e-02, eta: 3 days, 22:52:21, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6641, loss_cls: 2.5104, loss: 2.5104, grad_norm: 3.0860 2020-08-04 05:25:15,866 - mmaction - INFO - Epoch [147][2560/3757] lr: 3.904e-02, eta: 3 days, 22:52:00, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6742, loss_cls: 2.5944, loss: 2.5944, grad_norm: 3.2421 2020-08-04 05:25:31,683 - mmaction - INFO - Epoch [147][2580/3757] lr: 3.904e-02, eta: 3 days, 22:51:38, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6508, loss_cls: 2.6251, loss: 2.6251, grad_norm: 3.1521 2020-08-04 05:25:47,529 - mmaction - INFO - Epoch [147][2600/3757] lr: 3.904e-02, eta: 3 days, 22:51:17, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6531, loss_cls: 2.6632, loss: 2.6632, grad_norm: 3.0575 2020-08-04 05:26:03,439 - mmaction - INFO - Epoch [147][2620/3757] lr: 3.904e-02, eta: 3 days, 22:50:56, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6391, loss_cls: 2.7100, loss: 2.7100, grad_norm: 3.0960 2020-08-04 05:26:19,249 - mmaction - INFO - Epoch [147][2640/3757] lr: 3.904e-02, eta: 3 days, 22:50:35, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6656, loss_cls: 2.6203, loss: 2.6203, grad_norm: 3.1454 2020-08-04 05:26:35,017 - mmaction - INFO - Epoch [147][2660/3757] lr: 3.904e-02, eta: 3 days, 22:50:13, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6789, loss_cls: 2.5573, loss: 2.5573, grad_norm: 3.1071 2020-08-04 05:26:50,788 - mmaction - INFO - Epoch [147][2680/3757] lr: 3.904e-02, eta: 3 days, 22:49:51, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6633, loss_cls: 2.6891, loss: 2.6891, grad_norm: 3.2952 2020-08-04 05:27:06,605 - mmaction - INFO - Epoch [147][2700/3757] lr: 3.904e-02, eta: 3 days, 22:49:30, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6500, loss_cls: 2.6268, loss: 2.6268, grad_norm: 3.1684 2020-08-04 05:27:22,425 - mmaction - INFO - Epoch [147][2720/3757] lr: 3.904e-02, eta: 3 days, 22:49:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6687, loss_cls: 2.6345, loss: 2.6345, grad_norm: 3.1943 2020-08-04 05:27:38,258 - mmaction - INFO - Epoch [147][2740/3757] lr: 3.904e-02, eta: 3 days, 22:48:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6766, loss_cls: 2.5931, loss: 2.5931, grad_norm: 3.2354 2020-08-04 05:27:54,119 - mmaction - INFO - Epoch [147][2760/3757] lr: 3.904e-02, eta: 3 days, 22:48:26, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6742, loss_cls: 2.5946, loss: 2.5946, grad_norm: 3.1966 2020-08-04 05:28:09,928 - mmaction - INFO - Epoch [147][2780/3757] lr: 3.904e-02, eta: 3 days, 22:48:05, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6687, loss_cls: 2.6395, loss: 2.6395, grad_norm: 3.2311 2020-08-04 05:28:25,716 - mmaction - INFO - Epoch [147][2800/3757] lr: 3.904e-02, eta: 3 days, 22:47:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6539, loss_cls: 2.6692, loss: 2.6692, grad_norm: 3.1772 2020-08-04 05:28:41,522 - mmaction - INFO - Epoch [147][2820/3757] lr: 3.904e-02, eta: 3 days, 22:47:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6781, loss_cls: 2.5775, loss: 2.5775, grad_norm: 3.1329 2020-08-04 05:28:57,312 - mmaction - INFO - Epoch [147][2840/3757] lr: 3.904e-02, eta: 3 days, 22:47:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6656, loss_cls: 2.6191, loss: 2.6191, grad_norm: 3.1256 2020-08-04 05:29:13,102 - mmaction - INFO - Epoch [147][2860/3757] lr: 3.904e-02, eta: 3 days, 22:46:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6430, loss_cls: 2.7424, loss: 2.7424, grad_norm: 3.2466 2020-08-04 05:29:28,959 - mmaction - INFO - Epoch [147][2880/3757] lr: 3.904e-02, eta: 3 days, 22:46:18, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6445, loss_cls: 2.7222, loss: 2.7222, grad_norm: 3.1109 2020-08-04 05:29:44,750 - mmaction - INFO - Epoch [147][2900/3757] lr: 3.904e-02, eta: 3 days, 22:45:56, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6805, loss_cls: 2.5337, loss: 2.5337, grad_norm: 2.9950 2020-08-04 05:30:00,579 - mmaction - INFO - Epoch [147][2920/3757] lr: 3.904e-02, eta: 3 days, 22:45:35, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6320, loss_cls: 2.6880, loss: 2.6880, grad_norm: 3.1623 2020-08-04 05:30:16,318 - mmaction - INFO - Epoch [147][2940/3757] lr: 3.904e-02, eta: 3 days, 22:45:13, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6672, loss_cls: 2.6717, loss: 2.6717, grad_norm: 3.1137 2020-08-04 05:30:32,155 - mmaction - INFO - Epoch [147][2960/3757] lr: 3.904e-02, eta: 3 days, 22:44:52, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6695, loss_cls: 2.6324, loss: 2.6324, grad_norm: 3.1393 2020-08-04 05:30:47,932 - mmaction - INFO - Epoch [147][2980/3757] lr: 3.904e-02, eta: 3 days, 22:44:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6695, loss_cls: 2.6415, loss: 2.6415, grad_norm: 3.2456 2020-08-04 05:31:03,864 - mmaction - INFO - Epoch [147][3000/3757] lr: 3.904e-02, eta: 3 days, 22:44:10, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6648, loss_cls: 2.5934, loss: 2.5934, grad_norm: 3.0461 2020-08-04 05:31:19,685 - mmaction - INFO - Epoch [147][3020/3757] lr: 3.904e-02, eta: 3 days, 22:43:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6656, loss_cls: 2.5834, loss: 2.5834, grad_norm: 3.1281 2020-08-04 05:31:35,508 - mmaction - INFO - Epoch [147][3040/3757] lr: 3.904e-02, eta: 3 days, 22:43:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6766, loss_cls: 2.6260, loss: 2.6260, grad_norm: 3.1786 2020-08-04 05:31:51,328 - mmaction - INFO - Epoch [147][3060/3757] lr: 3.904e-02, eta: 3 days, 22:43:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6492, loss_cls: 2.6788, loss: 2.6788, grad_norm: 3.1726 2020-08-04 05:32:07,157 - mmaction - INFO - Epoch [147][3080/3757] lr: 3.904e-02, eta: 3 days, 22:42:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6609, loss_cls: 2.6142, loss: 2.6142, grad_norm: 3.0970 2020-08-04 05:32:22,998 - mmaction - INFO - Epoch [147][3100/3757] lr: 3.904e-02, eta: 3 days, 22:42:24, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6984, loss_cls: 2.4681, loss: 2.4681, grad_norm: 3.1918 2020-08-04 05:32:38,788 - mmaction - INFO - Epoch [147][3120/3757] lr: 3.904e-02, eta: 3 days, 22:42:02, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6875, loss_cls: 2.4666, loss: 2.4666, grad_norm: 3.1147 2020-08-04 05:32:54,628 - mmaction - INFO - Epoch [147][3140/3757] lr: 3.904e-02, eta: 3 days, 22:41:41, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6680, loss_cls: 2.6085, loss: 2.6085, grad_norm: 3.1985 2020-08-04 05:33:10,340 - mmaction - INFO - Epoch [147][3160/3757] lr: 3.904e-02, eta: 3 days, 22:41:19, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6602, loss_cls: 2.6168, loss: 2.6168, grad_norm: 3.2931 2020-08-04 05:33:26,329 - mmaction - INFO - Epoch [147][3180/3757] lr: 3.904e-02, eta: 3 days, 22:40:59, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6539, loss_cls: 2.6441, loss: 2.6441, grad_norm: 3.1597 2020-08-04 05:33:42,025 - mmaction - INFO - Epoch [147][3200/3757] lr: 3.904e-02, eta: 3 days, 22:40:37, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6656, loss_cls: 2.7193, loss: 2.7193, grad_norm: 3.1992 2020-08-04 05:33:57,812 - mmaction - INFO - Epoch [147][3220/3757] lr: 3.904e-02, eta: 3 days, 22:40:15, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6531, loss_cls: 2.6644, loss: 2.6644, grad_norm: 3.1756 2020-08-04 05:34:13,704 - mmaction - INFO - Epoch [147][3240/3757] lr: 3.904e-02, eta: 3 days, 22:39:54, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6570, loss_cls: 2.6091, loss: 2.6091, grad_norm: 3.0631 2020-08-04 05:34:29,465 - mmaction - INFO - Epoch [147][3260/3757] lr: 3.904e-02, eta: 3 days, 22:39:33, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6562, loss_cls: 2.5757, loss: 2.5757, grad_norm: 3.1156 2020-08-04 05:34:45,308 - mmaction - INFO - Epoch [147][3280/3757] lr: 3.904e-02, eta: 3 days, 22:39:12, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6727, loss_cls: 2.5819, loss: 2.5819, grad_norm: 3.1542 2020-08-04 05:35:01,163 - mmaction - INFO - Epoch [147][3300/3757] lr: 3.904e-02, eta: 3 days, 22:38:51, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6523, loss_cls: 2.6541, loss: 2.6541, grad_norm: 3.2453 2020-08-04 05:35:17,014 - mmaction - INFO - Epoch [147][3320/3757] lr: 3.904e-02, eta: 3 days, 22:38:30, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6477, loss_cls: 2.6819, loss: 2.6819, grad_norm: 3.1833 2020-08-04 05:35:32,826 - mmaction - INFO - Epoch [147][3340/3757] lr: 3.904e-02, eta: 3 days, 22:38:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6453, loss_cls: 2.7090, loss: 2.7090, grad_norm: 3.2081 2020-08-04 05:35:48,628 - mmaction - INFO - Epoch [147][3360/3757] lr: 3.904e-02, eta: 3 days, 22:37:47, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6477, loss_cls: 2.7019, loss: 2.7019, grad_norm: 3.2107 2020-08-04 05:36:04,496 - mmaction - INFO - Epoch [147][3380/3757] lr: 3.904e-02, eta: 3 days, 22:37:26, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6438, loss_cls: 2.7074, loss: 2.7074, grad_norm: 3.1118 2020-08-04 05:36:20,325 - mmaction - INFO - Epoch [147][3400/3757] lr: 3.904e-02, eta: 3 days, 22:37:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3859, top5_acc: 0.6352, loss_cls: 2.7589, loss: 2.7589, grad_norm: 3.1354 2020-08-04 05:36:36,133 - mmaction - INFO - Epoch [147][3420/3757] lr: 3.904e-02, eta: 3 days, 22:36:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6617, loss_cls: 2.6836, loss: 2.6836, grad_norm: 3.0560 2020-08-04 05:36:51,906 - mmaction - INFO - Epoch [147][3440/3757] lr: 3.904e-02, eta: 3 days, 22:36:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6852, loss_cls: 2.5305, loss: 2.5305, grad_norm: 3.0817 2020-08-04 05:37:07,696 - mmaction - INFO - Epoch [147][3460/3757] lr: 3.904e-02, eta: 3 days, 22:36:00, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6687, loss_cls: 2.5889, loss: 2.5889, grad_norm: 3.1646 2020-08-04 05:37:23,503 - mmaction - INFO - Epoch [147][3480/3757] lr: 3.904e-02, eta: 3 days, 22:35:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6523, loss_cls: 2.7082, loss: 2.7082, grad_norm: 3.2695 2020-08-04 05:37:39,331 - mmaction - INFO - Epoch [147][3500/3757] lr: 3.904e-02, eta: 3 days, 22:35:18, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6633, loss_cls: 2.5848, loss: 2.5848, grad_norm: 3.1999 2020-08-04 05:37:55,136 - mmaction - INFO - Epoch [147][3520/3757] lr: 3.904e-02, eta: 3 days, 22:34:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6641, loss_cls: 2.6750, loss: 2.6750, grad_norm: 3.1533 2020-08-04 05:38:10,916 - mmaction - INFO - Epoch [147][3540/3757] lr: 3.904e-02, eta: 3 days, 22:34:35, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6633, loss_cls: 2.6633, loss: 2.6633, grad_norm: 3.1578 2020-08-04 05:38:26,774 - mmaction - INFO - Epoch [147][3560/3757] lr: 3.904e-02, eta: 3 days, 22:34:14, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6805, loss_cls: 2.5631, loss: 2.5631, grad_norm: 3.1722 2020-08-04 05:38:42,490 - mmaction - INFO - Epoch [147][3580/3757] lr: 3.904e-02, eta: 3 days, 22:33:52, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6492, loss_cls: 2.5908, loss: 2.5908, grad_norm: 3.1008 2020-08-04 05:38:58,344 - mmaction - INFO - Epoch [147][3600/3757] lr: 3.904e-02, eta: 3 days, 22:33:31, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6664, loss_cls: 2.6383, loss: 2.6383, grad_norm: 3.2753 2020-08-04 05:39:14,117 - mmaction - INFO - Epoch [147][3620/3757] lr: 3.904e-02, eta: 3 days, 22:33:10, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6680, loss_cls: 2.6618, loss: 2.6618, grad_norm: 3.2351 2020-08-04 05:39:30,081 - mmaction - INFO - Epoch [147][3640/3757] lr: 3.904e-02, eta: 3 days, 22:32:50, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6406, loss_cls: 2.7146, loss: 2.7146, grad_norm: 3.1750 2020-08-04 05:39:45,787 - mmaction - INFO - Epoch [147][3660/3757] lr: 3.904e-02, eta: 3 days, 22:32:28, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6578, loss_cls: 2.6195, loss: 2.6195, grad_norm: 3.1792 2020-08-04 05:40:01,717 - mmaction - INFO - Epoch [147][3680/3757] lr: 3.904e-02, eta: 3 days, 22:32:07, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6547, loss_cls: 2.6655, loss: 2.6655, grad_norm: 3.2117 2020-08-04 05:40:17,483 - mmaction - INFO - Epoch [147][3700/3757] lr: 3.904e-02, eta: 3 days, 22:31:45, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6773, loss_cls: 2.5966, loss: 2.5966, grad_norm: 3.1458 2020-08-04 05:40:33,339 - mmaction - INFO - Epoch [147][3720/3757] lr: 3.904e-02, eta: 3 days, 22:31:24, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.6388, loss: 2.6388, grad_norm: 3.1597 2020-08-04 05:40:49,058 - mmaction - INFO - Epoch [147][3740/3757] lr: 3.904e-02, eta: 3 days, 22:31:03, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6578, loss_cls: 2.6561, loss: 2.6561, grad_norm: 3.1205 2020-08-04 05:43:37,028 - mmaction - INFO - Epoch [148][20/3757] lr: 3.845e-02, eta: 3 days, 22:41:35, time: 7.316, data_time: 6.491, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6977, loss_cls: 2.4999, loss: 2.4999, grad_norm: 3.0694 2020-08-04 05:43:52,822 - mmaction - INFO - Epoch [148][40/3757] lr: 3.845e-02, eta: 3 days, 22:41:13, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6586, loss_cls: 2.6462, loss: 2.6462, grad_norm: 3.1326 2020-08-04 05:44:08,521 - mmaction - INFO - Epoch [148][60/3757] lr: 3.845e-02, eta: 3 days, 22:40:51, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6836, loss_cls: 2.5480, loss: 2.5480, grad_norm: 3.2257 2020-08-04 05:44:24,403 - mmaction - INFO - Epoch [148][80/3757] lr: 3.845e-02, eta: 3 days, 22:40:30, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6703, loss_cls: 2.5704, loss: 2.5704, grad_norm: 3.2341 2020-08-04 05:44:40,250 - mmaction - INFO - Epoch [148][100/3757] lr: 3.845e-02, eta: 3 days, 22:40:09, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6687, loss_cls: 2.5541, loss: 2.5541, grad_norm: 3.1286 2020-08-04 05:44:56,092 - mmaction - INFO - Epoch [148][120/3757] lr: 3.845e-02, eta: 3 days, 22:39:48, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.5002, loss: 2.5002, grad_norm: 3.2015 2020-08-04 05:45:11,896 - mmaction - INFO - Epoch [148][140/3757] lr: 3.845e-02, eta: 3 days, 22:39:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6641, loss_cls: 2.6601, loss: 2.6601, grad_norm: 3.1851 2020-08-04 05:45:27,685 - mmaction - INFO - Epoch [148][160/3757] lr: 3.845e-02, eta: 3 days, 22:39:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6789, loss_cls: 2.5087, loss: 2.5087, grad_norm: 3.0910 2020-08-04 05:45:43,508 - mmaction - INFO - Epoch [148][180/3757] lr: 3.845e-02, eta: 3 days, 22:38:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6687, loss_cls: 2.5490, loss: 2.5490, grad_norm: 3.2008 2020-08-04 05:45:59,376 - mmaction - INFO - Epoch [148][200/3757] lr: 3.845e-02, eta: 3 days, 22:38:22, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6641, loss_cls: 2.6186, loss: 2.6186, grad_norm: 3.2720 2020-08-04 05:46:15,153 - mmaction - INFO - Epoch [148][220/3757] lr: 3.845e-02, eta: 3 days, 22:38:01, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.6108, loss: 2.6108, grad_norm: 3.2048 2020-08-04 05:46:30,924 - mmaction - INFO - Epoch [148][240/3757] lr: 3.845e-02, eta: 3 days, 22:37:39, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6578, loss_cls: 2.6140, loss: 2.6140, grad_norm: 3.1504 2020-08-04 05:46:46,725 - mmaction - INFO - Epoch [148][260/3757] lr: 3.845e-02, eta: 3 days, 22:37:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.5728, loss: 2.5728, grad_norm: 3.1494 2020-08-04 05:47:02,537 - mmaction - INFO - Epoch [148][280/3757] lr: 3.845e-02, eta: 3 days, 22:36:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6555, loss_cls: 2.6267, loss: 2.6267, grad_norm: 3.1811 2020-08-04 05:47:18,330 - mmaction - INFO - Epoch [148][300/3757] lr: 3.845e-02, eta: 3 days, 22:36:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6562, loss_cls: 2.6552, loss: 2.6552, grad_norm: 3.2113 2020-08-04 05:47:34,179 - mmaction - INFO - Epoch [148][320/3757] lr: 3.845e-02, eta: 3 days, 22:36:13, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6805, loss_cls: 2.5677, loss: 2.5677, grad_norm: 3.1753 2020-08-04 05:47:49,962 - mmaction - INFO - Epoch [148][340/3757] lr: 3.845e-02, eta: 3 days, 22:35:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6492, loss_cls: 2.6498, loss: 2.6498, grad_norm: 3.2239 2020-08-04 05:48:05,832 - mmaction - INFO - Epoch [148][360/3757] lr: 3.845e-02, eta: 3 days, 22:35:31, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6813, loss_cls: 2.5263, loss: 2.5263, grad_norm: 3.1208 2020-08-04 05:48:21,594 - mmaction - INFO - Epoch [148][380/3757] lr: 3.845e-02, eta: 3 days, 22:35:09, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6773, loss_cls: 2.5601, loss: 2.5601, grad_norm: 3.1501 2020-08-04 05:48:37,418 - mmaction - INFO - Epoch [148][400/3757] lr: 3.845e-02, eta: 3 days, 22:34:48, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6852, loss_cls: 2.5026, loss: 2.5026, grad_norm: 3.1338 2020-08-04 05:48:53,201 - mmaction - INFO - Epoch [148][420/3757] lr: 3.845e-02, eta: 3 days, 22:34:26, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6797, loss_cls: 2.5249, loss: 2.5249, grad_norm: 3.2005 2020-08-04 05:49:09,000 - mmaction - INFO - Epoch [148][440/3757] lr: 3.845e-02, eta: 3 days, 22:34:05, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6438, loss_cls: 2.6203, loss: 2.6203, grad_norm: 3.1736 2020-08-04 05:49:24,769 - mmaction - INFO - Epoch [148][460/3757] lr: 3.845e-02, eta: 3 days, 22:33:43, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6945, loss_cls: 2.5091, loss: 2.5091, grad_norm: 3.1111 2020-08-04 05:49:40,595 - mmaction - INFO - Epoch [148][480/3757] lr: 3.845e-02, eta: 3 days, 22:33:22, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.6047, loss: 2.6047, grad_norm: 3.1075 2020-08-04 05:49:56,530 - mmaction - INFO - Epoch [148][500/3757] lr: 3.845e-02, eta: 3 days, 22:33:01, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6703, loss_cls: 2.6096, loss: 2.6096, grad_norm: 3.1442 2020-08-04 05:50:12,334 - mmaction - INFO - Epoch [148][520/3757] lr: 3.845e-02, eta: 3 days, 22:32:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6797, loss_cls: 2.5801, loss: 2.5801, grad_norm: 3.1377 2020-08-04 05:50:28,128 - mmaction - INFO - Epoch [148][540/3757] lr: 3.845e-02, eta: 3 days, 22:32:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6734, loss_cls: 2.5518, loss: 2.5518, grad_norm: 3.1523 2020-08-04 05:50:43,992 - mmaction - INFO - Epoch [148][560/3757] lr: 3.845e-02, eta: 3 days, 22:31:57, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6633, loss_cls: 2.5980, loss: 2.5980, grad_norm: 3.1441 2020-08-04 05:50:59,742 - mmaction - INFO - Epoch [148][580/3757] lr: 3.845e-02, eta: 3 days, 22:31:35, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6609, loss_cls: 2.6176, loss: 2.6176, grad_norm: 3.1714 2020-08-04 05:51:15,696 - mmaction - INFO - Epoch [148][600/3757] lr: 3.845e-02, eta: 3 days, 22:31:15, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6781, loss_cls: 2.5397, loss: 2.5397, grad_norm: 3.0581 2020-08-04 05:51:31,368 - mmaction - INFO - Epoch [148][620/3757] lr: 3.845e-02, eta: 3 days, 22:30:53, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6469, loss_cls: 2.7040, loss: 2.7040, grad_norm: 3.2210 2020-08-04 05:51:47,173 - mmaction - INFO - Epoch [148][640/3757] lr: 3.845e-02, eta: 3 days, 22:30:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6656, loss_cls: 2.5872, loss: 2.5872, grad_norm: 3.1346 2020-08-04 05:52:02,932 - mmaction - INFO - Epoch [148][660/3757] lr: 3.845e-02, eta: 3 days, 22:30:10, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6625, loss_cls: 2.6526, loss: 2.6526, grad_norm: 3.2712 2020-08-04 05:52:18,740 - mmaction - INFO - Epoch [148][680/3757] lr: 3.845e-02, eta: 3 days, 22:29:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6727, loss_cls: 2.5550, loss: 2.5550, grad_norm: 3.2319 2020-08-04 05:52:34,601 - mmaction - INFO - Epoch [148][700/3757] lr: 3.845e-02, eta: 3 days, 22:29:27, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6594, loss_cls: 2.6666, loss: 2.6666, grad_norm: 3.1878 2020-08-04 05:52:50,421 - mmaction - INFO - Epoch [148][720/3757] lr: 3.845e-02, eta: 3 days, 22:29:06, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6680, loss_cls: 2.6182, loss: 2.6182, grad_norm: 3.0734 2020-08-04 05:53:06,183 - mmaction - INFO - Epoch [148][740/3757] lr: 3.845e-02, eta: 3 days, 22:28:44, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6703, loss_cls: 2.5660, loss: 2.5660, grad_norm: 3.1883 2020-08-04 05:53:21,973 - mmaction - INFO - Epoch [148][760/3757] lr: 3.845e-02, eta: 3 days, 22:28:23, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6695, loss_cls: 2.6627, loss: 2.6627, grad_norm: 3.2533 2020-08-04 05:53:37,792 - mmaction - INFO - Epoch [148][780/3757] lr: 3.845e-02, eta: 3 days, 22:28:01, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6727, loss_cls: 2.5787, loss: 2.5787, grad_norm: 3.2386 2020-08-04 05:53:53,659 - mmaction - INFO - Epoch [148][800/3757] lr: 3.845e-02, eta: 3 days, 22:27:40, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6992, loss_cls: 2.4709, loss: 2.4709, grad_norm: 3.0624 2020-08-04 05:54:09,385 - mmaction - INFO - Epoch [148][820/3757] lr: 3.845e-02, eta: 3 days, 22:27:19, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6555, loss_cls: 2.7071, loss: 2.7071, grad_norm: 3.2191 2020-08-04 05:54:25,226 - mmaction - INFO - Epoch [148][840/3757] lr: 3.845e-02, eta: 3 days, 22:26:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6586, loss_cls: 2.6931, loss: 2.6931, grad_norm: 3.2452 2020-08-04 05:54:41,128 - mmaction - INFO - Epoch [148][860/3757] lr: 3.845e-02, eta: 3 days, 22:26:37, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6578, loss_cls: 2.6420, loss: 2.6420, grad_norm: 3.1335 2020-08-04 05:54:56,897 - mmaction - INFO - Epoch [148][880/3757] lr: 3.845e-02, eta: 3 days, 22:26:15, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6766, loss_cls: 2.5551, loss: 2.5551, grad_norm: 3.1313 2020-08-04 05:55:12,684 - mmaction - INFO - Epoch [148][900/3757] lr: 3.845e-02, eta: 3 days, 22:25:54, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6773, loss_cls: 2.5967, loss: 2.5967, grad_norm: 3.1616 2020-08-04 05:55:28,518 - mmaction - INFO - Epoch [148][920/3757] lr: 3.845e-02, eta: 3 days, 22:25:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6703, loss_cls: 2.6473, loss: 2.6473, grad_norm: 3.1957 2020-08-04 05:55:44,370 - mmaction - INFO - Epoch [148][940/3757] lr: 3.845e-02, eta: 3 days, 22:25:11, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6758, loss_cls: 2.5729, loss: 2.5729, grad_norm: 3.1375 2020-08-04 05:56:00,133 - mmaction - INFO - Epoch [148][960/3757] lr: 3.845e-02, eta: 3 days, 22:24:50, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6852, loss_cls: 2.5316, loss: 2.5316, grad_norm: 3.1144 2020-08-04 05:56:15,985 - mmaction - INFO - Epoch [148][980/3757] lr: 3.845e-02, eta: 3 days, 22:24:29, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6727, loss_cls: 2.6498, loss: 2.6498, grad_norm: 3.1810 2020-08-04 05:56:31,775 - mmaction - INFO - Epoch [148][1000/3757] lr: 3.845e-02, eta: 3 days, 22:24:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6664, loss_cls: 2.6467, loss: 2.6467, grad_norm: 3.3392 2020-08-04 05:56:47,583 - mmaction - INFO - Epoch [148][1020/3757] lr: 3.845e-02, eta: 3 days, 22:23:46, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6430, loss_cls: 2.7168, loss: 2.7168, grad_norm: 3.1193 2020-08-04 05:57:03,418 - mmaction - INFO - Epoch [148][1040/3757] lr: 3.845e-02, eta: 3 days, 22:23:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6687, loss_cls: 2.5912, loss: 2.5912, grad_norm: 3.1129 2020-08-04 05:57:19,227 - mmaction - INFO - Epoch [148][1060/3757] lr: 3.845e-02, eta: 3 days, 22:23:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6422, loss_cls: 2.7605, loss: 2.7605, grad_norm: 3.1695 2020-08-04 05:57:35,181 - mmaction - INFO - Epoch [148][1080/3757] lr: 3.845e-02, eta: 3 days, 22:22:43, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6766, loss_cls: 2.6058, loss: 2.6058, grad_norm: 3.1500 2020-08-04 05:57:50,957 - mmaction - INFO - Epoch [148][1100/3757] lr: 3.845e-02, eta: 3 days, 22:22:21, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6672, loss_cls: 2.5785, loss: 2.5785, grad_norm: 3.1538 2020-08-04 05:58:06,724 - mmaction - INFO - Epoch [148][1120/3757] lr: 3.845e-02, eta: 3 days, 22:22:00, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6547, loss_cls: 2.6171, loss: 2.6171, grad_norm: 3.1977 2020-08-04 05:58:22,615 - mmaction - INFO - Epoch [148][1140/3757] lr: 3.845e-02, eta: 3 days, 22:21:39, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6687, loss_cls: 2.6231, loss: 2.6231, grad_norm: 3.2164 2020-08-04 05:58:38,321 - mmaction - INFO - Epoch [148][1160/3757] lr: 3.845e-02, eta: 3 days, 22:21:17, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6734, loss_cls: 2.5807, loss: 2.5807, grad_norm: 3.1468 2020-08-04 05:58:54,240 - mmaction - INFO - Epoch [148][1180/3757] lr: 3.845e-02, eta: 3 days, 22:20:56, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6445, loss_cls: 2.7197, loss: 2.7197, grad_norm: 3.2163 2020-08-04 05:59:10,101 - mmaction - INFO - Epoch [148][1200/3757] lr: 3.845e-02, eta: 3 days, 22:20:35, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6711, loss_cls: 2.5843, loss: 2.5843, grad_norm: 3.2451 2020-08-04 05:59:26,078 - mmaction - INFO - Epoch [148][1220/3757] lr: 3.845e-02, eta: 3 days, 22:20:15, time: 0.798, data_time: 0.011, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6617, loss_cls: 2.6407, loss: 2.6407, grad_norm: 3.1490 2020-08-04 05:59:41,799 - mmaction - INFO - Epoch [148][1240/3757] lr: 3.845e-02, eta: 3 days, 22:19:53, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6703, loss_cls: 2.6008, loss: 2.6008, grad_norm: 3.1806 2020-08-04 05:59:57,694 - mmaction - INFO - Epoch [148][1260/3757] lr: 3.845e-02, eta: 3 days, 22:19:32, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6711, loss_cls: 2.6976, loss: 2.6976, grad_norm: 3.2542 2020-08-04 06:00:17,709 - mmaction - INFO - Epoch [148][1280/3757] lr: 3.845e-02, eta: 3 days, 22:19:34, time: 0.990, data_time: 0.007, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6828, loss_cls: 2.5392, loss: 2.5392, grad_norm: 3.2239 2020-08-04 06:00:33,654 - mmaction - INFO - Epoch [148][1300/3757] lr: 3.845e-02, eta: 3 days, 22:19:14, time: 0.807, data_time: 0.017, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6617, loss_cls: 2.5683, loss: 2.5683, grad_norm: 3.1368 2020-08-04 06:00:49,486 - mmaction - INFO - Epoch [148][1320/3757] lr: 3.845e-02, eta: 3 days, 22:18:53, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6477, loss_cls: 2.6896, loss: 2.6896, grad_norm: 3.1863 2020-08-04 06:01:05,405 - mmaction - INFO - Epoch [148][1340/3757] lr: 3.845e-02, eta: 3 days, 22:18:33, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6664, loss_cls: 2.6146, loss: 2.6146, grad_norm: 3.0972 2020-08-04 06:01:21,114 - mmaction - INFO - Epoch [148][1360/3757] lr: 3.845e-02, eta: 3 days, 22:18:11, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.6647, loss: 2.6647, grad_norm: 3.2993 2020-08-04 06:01:37,112 - mmaction - INFO - Epoch [148][1380/3757] lr: 3.845e-02, eta: 3 days, 22:17:50, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6734, loss_cls: 2.5650, loss: 2.5650, grad_norm: 3.2524 2020-08-04 06:01:52,840 - mmaction - INFO - Epoch [148][1400/3757] lr: 3.845e-02, eta: 3 days, 22:17:29, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6602, loss_cls: 2.6130, loss: 2.6130, grad_norm: 3.2796 2020-08-04 06:02:08,642 - mmaction - INFO - Epoch [148][1420/3757] lr: 3.845e-02, eta: 3 days, 22:17:08, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6719, loss_cls: 2.5150, loss: 2.5150, grad_norm: 3.2025 2020-08-04 06:02:24,310 - mmaction - INFO - Epoch [148][1440/3757] lr: 3.845e-02, eta: 3 days, 22:16:45, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6609, loss_cls: 2.6588, loss: 2.6588, grad_norm: 3.2377 2020-08-04 06:02:40,041 - mmaction - INFO - Epoch [148][1460/3757] lr: 3.845e-02, eta: 3 days, 22:16:24, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6617, loss_cls: 2.6769, loss: 2.6769, grad_norm: 3.2666 2020-08-04 06:02:55,789 - mmaction - INFO - Epoch [148][1480/3757] lr: 3.845e-02, eta: 3 days, 22:16:02, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6383, loss_cls: 2.6920, loss: 2.6920, grad_norm: 3.2593 2020-08-04 06:03:11,590 - mmaction - INFO - Epoch [148][1500/3757] lr: 3.845e-02, eta: 3 days, 22:15:41, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6789, loss_cls: 2.5809, loss: 2.5809, grad_norm: 3.1257 2020-08-04 06:03:27,467 - mmaction - INFO - Epoch [148][1520/3757] lr: 3.845e-02, eta: 3 days, 22:15:20, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6898, loss_cls: 2.5379, loss: 2.5379, grad_norm: 3.1517 2020-08-04 06:03:43,156 - mmaction - INFO - Epoch [148][1540/3757] lr: 3.845e-02, eta: 3 days, 22:14:58, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6773, loss_cls: 2.5463, loss: 2.5463, grad_norm: 3.1829 2020-08-04 06:03:59,007 - mmaction - INFO - Epoch [148][1560/3757] lr: 3.845e-02, eta: 3 days, 22:14:37, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6641, loss_cls: 2.6410, loss: 2.6410, grad_norm: 3.2076 2020-08-04 06:04:14,743 - mmaction - INFO - Epoch [148][1580/3757] lr: 3.845e-02, eta: 3 days, 22:14:15, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6852, loss_cls: 2.5323, loss: 2.5323, grad_norm: 3.0484 2020-08-04 06:04:30,540 - mmaction - INFO - Epoch [148][1600/3757] lr: 3.845e-02, eta: 3 days, 22:13:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6781, loss_cls: 2.4847, loss: 2.4847, grad_norm: 3.1662 2020-08-04 06:04:46,394 - mmaction - INFO - Epoch [148][1620/3757] lr: 3.845e-02, eta: 3 days, 22:13:33, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6805, loss_cls: 2.5659, loss: 2.5659, grad_norm: 3.1924 2020-08-04 06:05:02,298 - mmaction - INFO - Epoch [148][1640/3757] lr: 3.845e-02, eta: 3 days, 22:13:12, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6711, loss_cls: 2.6037, loss: 2.6037, grad_norm: 3.1709 2020-08-04 06:05:18,871 - mmaction - INFO - Epoch [148][1660/3757] lr: 3.845e-02, eta: 3 days, 22:12:55, time: 0.829, data_time: 0.001, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6695, loss_cls: 2.5945, loss: 2.5945, grad_norm: 3.1607 2020-08-04 06:05:34,706 - mmaction - INFO - Epoch [148][1680/3757] lr: 3.845e-02, eta: 3 days, 22:12:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6531, loss_cls: 2.6768, loss: 2.6768, grad_norm: 3.1420 2020-08-04 06:05:50,416 - mmaction - INFO - Epoch [148][1700/3757] lr: 3.845e-02, eta: 3 days, 22:12:13, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6945, loss_cls: 2.4702, loss: 2.4702, grad_norm: 3.1487 2020-08-04 06:06:06,219 - mmaction - INFO - Epoch [148][1720/3757] lr: 3.845e-02, eta: 3 days, 22:11:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6617, loss_cls: 2.6341, loss: 2.6341, grad_norm: 3.1894 2020-08-04 06:06:22,050 - mmaction - INFO - Epoch [148][1740/3757] lr: 3.845e-02, eta: 3 days, 22:11:30, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6578, loss_cls: 2.6371, loss: 2.6371, grad_norm: 3.1646 2020-08-04 06:06:37,838 - mmaction - INFO - Epoch [148][1760/3757] lr: 3.845e-02, eta: 3 days, 22:11:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6461, loss_cls: 2.6662, loss: 2.6662, grad_norm: 3.1731 2020-08-04 06:06:53,559 - mmaction - INFO - Epoch [148][1780/3757] lr: 3.845e-02, eta: 3 days, 22:10:47, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6859, loss_cls: 2.5704, loss: 2.5704, grad_norm: 3.1500 2020-08-04 06:07:09,348 - mmaction - INFO - Epoch [148][1800/3757] lr: 3.845e-02, eta: 3 days, 22:10:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6695, loss_cls: 2.6404, loss: 2.6404, grad_norm: 3.1944 2020-08-04 06:07:25,133 - mmaction - INFO - Epoch [148][1820/3757] lr: 3.845e-02, eta: 3 days, 22:10:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6461, loss_cls: 2.6461, loss: 2.6461, grad_norm: 3.1940 2020-08-04 06:07:41,008 - mmaction - INFO - Epoch [148][1840/3757] lr: 3.845e-02, eta: 3 days, 22:09:44, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6516, loss_cls: 2.6199, loss: 2.6199, grad_norm: 3.2096 2020-08-04 06:07:56,782 - mmaction - INFO - Epoch [148][1860/3757] lr: 3.845e-02, eta: 3 days, 22:09:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6883, loss_cls: 2.6398, loss: 2.6398, grad_norm: 3.1803 2020-08-04 06:08:12,630 - mmaction - INFO - Epoch [148][1880/3757] lr: 3.845e-02, eta: 3 days, 22:09:01, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.7563, loss: 2.7563, grad_norm: 3.2993 2020-08-04 06:08:28,557 - mmaction - INFO - Epoch [148][1900/3757] lr: 3.845e-02, eta: 3 days, 22:08:41, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6586, loss_cls: 2.6979, loss: 2.6979, grad_norm: 3.2233 2020-08-04 06:08:44,416 - mmaction - INFO - Epoch [148][1920/3757] lr: 3.845e-02, eta: 3 days, 22:08:20, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6281, loss_cls: 2.7477, loss: 2.7477, grad_norm: 3.0939 2020-08-04 06:09:00,273 - mmaction - INFO - Epoch [148][1940/3757] lr: 3.845e-02, eta: 3 days, 22:07:59, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6672, loss_cls: 2.6119, loss: 2.6119, grad_norm: 3.1093 2020-08-04 06:09:16,172 - mmaction - INFO - Epoch [148][1960/3757] lr: 3.845e-02, eta: 3 days, 22:07:38, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6578, loss_cls: 2.6449, loss: 2.6449, grad_norm: 3.2429 2020-08-04 06:09:31,970 - mmaction - INFO - Epoch [148][1980/3757] lr: 3.845e-02, eta: 3 days, 22:07:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6484, loss_cls: 2.6819, loss: 2.6819, grad_norm: 3.1792 2020-08-04 06:09:47,869 - mmaction - INFO - Epoch [148][2000/3757] lr: 3.845e-02, eta: 3 days, 22:06:56, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6555, loss_cls: 2.6528, loss: 2.6528, grad_norm: 3.1062 2020-08-04 06:10:03,692 - mmaction - INFO - Epoch [148][2020/3757] lr: 3.845e-02, eta: 3 days, 22:06:35, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6742, loss_cls: 2.5607, loss: 2.5607, grad_norm: 3.1538 2020-08-04 06:10:19,434 - mmaction - INFO - Epoch [148][2040/3757] lr: 3.845e-02, eta: 3 days, 22:06:14, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6422, loss_cls: 2.6798, loss: 2.6798, grad_norm: 3.2181 2020-08-04 06:10:35,299 - mmaction - INFO - Epoch [148][2060/3757] lr: 3.845e-02, eta: 3 days, 22:05:53, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6539, loss_cls: 2.6954, loss: 2.6954, grad_norm: 3.1878 2020-08-04 06:10:51,079 - mmaction - INFO - Epoch [148][2080/3757] lr: 3.845e-02, eta: 3 days, 22:05:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6672, loss_cls: 2.6354, loss: 2.6354, grad_norm: 3.1914 2020-08-04 06:11:06,948 - mmaction - INFO - Epoch [148][2100/3757] lr: 3.845e-02, eta: 3 days, 22:05:11, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6367, loss_cls: 2.7168, loss: 2.7168, grad_norm: 3.1622 2020-08-04 06:11:22,727 - mmaction - INFO - Epoch [148][2120/3757] lr: 3.845e-02, eta: 3 days, 22:04:49, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6609, loss_cls: 2.5828, loss: 2.5828, grad_norm: 3.1222 2020-08-04 06:11:38,527 - mmaction - INFO - Epoch [148][2140/3757] lr: 3.845e-02, eta: 3 days, 22:04:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6680, loss_cls: 2.5718, loss: 2.5718, grad_norm: 3.1457 2020-08-04 06:11:54,381 - mmaction - INFO - Epoch [148][2160/3757] lr: 3.845e-02, eta: 3 days, 22:04:07, time: 0.793, data_time: 0.007, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6758, loss_cls: 2.6103, loss: 2.6103, grad_norm: 3.1443 2020-08-04 06:12:10,177 - mmaction - INFO - Epoch [148][2180/3757] lr: 3.845e-02, eta: 3 days, 22:03:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6781, loss_cls: 2.5119, loss: 2.5119, grad_norm: 3.0857 2020-08-04 06:12:25,952 - mmaction - INFO - Epoch [148][2200/3757] lr: 3.845e-02, eta: 3 days, 22:03:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6633, loss_cls: 2.6250, loss: 2.6250, grad_norm: 3.2409 2020-08-04 06:12:41,791 - mmaction - INFO - Epoch [148][2220/3757] lr: 3.845e-02, eta: 3 days, 22:03:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6703, loss_cls: 2.5756, loss: 2.5756, grad_norm: 3.1210 2020-08-04 06:12:57,627 - mmaction - INFO - Epoch [148][2240/3757] lr: 3.845e-02, eta: 3 days, 22:02:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6656, loss_cls: 2.6614, loss: 2.6614, grad_norm: 3.2101 2020-08-04 06:13:13,453 - mmaction - INFO - Epoch [148][2260/3757] lr: 3.845e-02, eta: 3 days, 22:02:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6547, loss_cls: 2.6876, loss: 2.6876, grad_norm: 3.2015 2020-08-04 06:13:29,238 - mmaction - INFO - Epoch [148][2280/3757] lr: 3.845e-02, eta: 3 days, 22:02:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6469, loss_cls: 2.7119, loss: 2.7119, grad_norm: 3.1608 2020-08-04 06:13:45,083 - mmaction - INFO - Epoch [148][2300/3757] lr: 3.845e-02, eta: 3 days, 22:01:39, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3711, top5_acc: 0.6352, loss_cls: 2.7216, loss: 2.7216, grad_norm: 3.2081 2020-08-04 06:14:00,844 - mmaction - INFO - Epoch [148][2320/3757] lr: 3.845e-02, eta: 3 days, 22:01:18, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6672, loss_cls: 2.6032, loss: 2.6032, grad_norm: 3.1841 2020-08-04 06:14:16,674 - mmaction - INFO - Epoch [148][2340/3757] lr: 3.845e-02, eta: 3 days, 22:00:57, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6625, loss_cls: 2.6164, loss: 2.6164, grad_norm: 3.2151 2020-08-04 06:14:32,463 - mmaction - INFO - Epoch [148][2360/3757] lr: 3.845e-02, eta: 3 days, 22:00:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6680, loss_cls: 2.6211, loss: 2.6211, grad_norm: 3.1106 2020-08-04 06:14:48,330 - mmaction - INFO - Epoch [148][2380/3757] lr: 3.845e-02, eta: 3 days, 22:00:15, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6633, loss_cls: 2.5871, loss: 2.5871, grad_norm: 3.2357 2020-08-04 06:15:04,222 - mmaction - INFO - Epoch [148][2400/3757] lr: 3.845e-02, eta: 3 days, 21:59:54, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6648, loss_cls: 2.5985, loss: 2.5985, grad_norm: 3.2366 2020-08-04 06:15:20,004 - mmaction - INFO - Epoch [148][2420/3757] lr: 3.845e-02, eta: 3 days, 21:59:33, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6602, loss_cls: 2.6579, loss: 2.6579, grad_norm: 3.2038 2020-08-04 06:15:35,830 - mmaction - INFO - Epoch [148][2440/3757] lr: 3.845e-02, eta: 3 days, 21:59:12, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6703, loss_cls: 2.5682, loss: 2.5682, grad_norm: 3.1053 2020-08-04 06:15:51,600 - mmaction - INFO - Epoch [148][2460/3757] lr: 3.845e-02, eta: 3 days, 21:58:51, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6781, loss_cls: 2.5580, loss: 2.5580, grad_norm: 3.1206 2020-08-04 06:16:07,412 - mmaction - INFO - Epoch [148][2480/3757] lr: 3.845e-02, eta: 3 days, 21:58:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6742, loss_cls: 2.5988, loss: 2.5988, grad_norm: 3.1325 2020-08-04 06:16:23,272 - mmaction - INFO - Epoch [148][2500/3757] lr: 3.845e-02, eta: 3 days, 21:58:09, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6742, loss_cls: 2.5940, loss: 2.5940, grad_norm: 3.2686 2020-08-04 06:16:39,108 - mmaction - INFO - Epoch [148][2520/3757] lr: 3.845e-02, eta: 3 days, 21:57:48, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6562, loss_cls: 2.6195, loss: 2.6195, grad_norm: 3.1036 2020-08-04 06:16:54,852 - mmaction - INFO - Epoch [148][2540/3757] lr: 3.845e-02, eta: 3 days, 21:57:26, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6500, loss_cls: 2.6837, loss: 2.6837, grad_norm: 3.1478 2020-08-04 06:17:10,637 - mmaction - INFO - Epoch [148][2560/3757] lr: 3.845e-02, eta: 3 days, 21:57:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6555, loss_cls: 2.6039, loss: 2.6039, grad_norm: 3.1171 2020-08-04 06:17:26,479 - mmaction - INFO - Epoch [148][2580/3757] lr: 3.845e-02, eta: 3 days, 21:56:44, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6586, loss_cls: 2.6051, loss: 2.6051, grad_norm: 3.0646 2020-08-04 06:17:42,329 - mmaction - INFO - Epoch [148][2600/3757] lr: 3.845e-02, eta: 3 days, 21:56:23, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6734, loss_cls: 2.6202, loss: 2.6202, grad_norm: 3.0991 2020-08-04 06:17:58,114 - mmaction - INFO - Epoch [148][2620/3757] lr: 3.845e-02, eta: 3 days, 21:56:02, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6742, loss_cls: 2.5862, loss: 2.5862, grad_norm: 3.1917 2020-08-04 06:18:13,954 - mmaction - INFO - Epoch [148][2640/3757] lr: 3.845e-02, eta: 3 days, 21:55:41, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.6049, loss: 2.6049, grad_norm: 3.0634 2020-08-04 06:18:29,761 - mmaction - INFO - Epoch [148][2660/3757] lr: 3.845e-02, eta: 3 days, 21:55:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6875, loss_cls: 2.5565, loss: 2.5565, grad_norm: 3.1205 2020-08-04 06:18:45,505 - mmaction - INFO - Epoch [148][2680/3757] lr: 3.845e-02, eta: 3 days, 21:54:59, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6625, loss_cls: 2.6124, loss: 2.6124, grad_norm: 3.1795 2020-08-04 06:19:01,260 - mmaction - INFO - Epoch [148][2700/3757] lr: 3.845e-02, eta: 3 days, 21:54:37, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6602, loss_cls: 2.5720, loss: 2.5720, grad_norm: 3.2015 2020-08-04 06:19:17,115 - mmaction - INFO - Epoch [148][2720/3757] lr: 3.845e-02, eta: 3 days, 21:54:16, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6859, loss_cls: 2.5144, loss: 2.5144, grad_norm: 3.1755 2020-08-04 06:19:32,898 - mmaction - INFO - Epoch [148][2740/3757] lr: 3.845e-02, eta: 3 days, 21:53:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6641, loss_cls: 2.6063, loss: 2.6063, grad_norm: 3.1949 2020-08-04 06:19:48,724 - mmaction - INFO - Epoch [148][2760/3757] lr: 3.845e-02, eta: 3 days, 21:53:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6555, loss_cls: 2.5699, loss: 2.5699, grad_norm: 3.1728 2020-08-04 06:20:04,672 - mmaction - INFO - Epoch [148][2780/3757] lr: 3.845e-02, eta: 3 days, 21:53:14, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6453, loss_cls: 2.5896, loss: 2.5896, grad_norm: 3.1463 2020-08-04 06:20:20,396 - mmaction - INFO - Epoch [148][2800/3757] lr: 3.845e-02, eta: 3 days, 21:52:52, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6609, loss_cls: 2.6292, loss: 2.6292, grad_norm: 3.2034 2020-08-04 06:20:36,247 - mmaction - INFO - Epoch [148][2820/3757] lr: 3.845e-02, eta: 3 days, 21:52:31, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6406, loss_cls: 2.7791, loss: 2.7791, grad_norm: 3.2436 2020-08-04 06:20:52,141 - mmaction - INFO - Epoch [148][2840/3757] lr: 3.845e-02, eta: 3 days, 21:52:11, time: 0.795, data_time: 0.007, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6445, loss_cls: 2.7243, loss: 2.7243, grad_norm: 3.2189 2020-08-04 06:21:07,925 - mmaction - INFO - Epoch [148][2860/3757] lr: 3.845e-02, eta: 3 days, 21:51:50, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6719, loss_cls: 2.6028, loss: 2.6028, grad_norm: 3.1294 2020-08-04 06:21:23,738 - mmaction - INFO - Epoch [148][2880/3757] lr: 3.845e-02, eta: 3 days, 21:51:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6695, loss_cls: 2.5931, loss: 2.5931, grad_norm: 3.2244 2020-08-04 06:21:39,545 - mmaction - INFO - Epoch [148][2900/3757] lr: 3.845e-02, eta: 3 days, 21:51:08, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6625, loss_cls: 2.6676, loss: 2.6676, grad_norm: 3.1736 2020-08-04 06:21:55,441 - mmaction - INFO - Epoch [148][2920/3757] lr: 3.845e-02, eta: 3 days, 21:50:47, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6641, loss_cls: 2.5887, loss: 2.5887, grad_norm: 3.1543 2020-08-04 06:22:11,251 - mmaction - INFO - Epoch [148][2940/3757] lr: 3.845e-02, eta: 3 days, 21:50:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6617, loss_cls: 2.6373, loss: 2.6373, grad_norm: 3.1780 2020-08-04 06:22:27,125 - mmaction - INFO - Epoch [148][2960/3757] lr: 3.845e-02, eta: 3 days, 21:50:05, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6609, loss_cls: 2.5464, loss: 2.5464, grad_norm: 3.0919 2020-08-04 06:22:42,992 - mmaction - INFO - Epoch [148][2980/3757] lr: 3.845e-02, eta: 3 days, 21:49:44, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6594, loss_cls: 2.6470, loss: 2.6470, grad_norm: 3.1522 2020-08-04 06:22:58,841 - mmaction - INFO - Epoch [148][3000/3757] lr: 3.845e-02, eta: 3 days, 21:49:24, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6539, loss_cls: 2.6727, loss: 2.6727, grad_norm: 3.2720 2020-08-04 06:23:14,721 - mmaction - INFO - Epoch [148][3020/3757] lr: 3.845e-02, eta: 3 days, 21:49:03, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6594, loss_cls: 2.7149, loss: 2.7149, grad_norm: 3.1856 2020-08-04 06:23:30,614 - mmaction - INFO - Epoch [148][3040/3757] lr: 3.845e-02, eta: 3 days, 21:48:42, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6422, loss_cls: 2.7217, loss: 2.7217, grad_norm: 3.1659 2020-08-04 06:23:46,403 - mmaction - INFO - Epoch [148][3060/3757] lr: 3.845e-02, eta: 3 days, 21:48:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6594, loss_cls: 2.6798, loss: 2.6798, grad_norm: 3.1416 2020-08-04 06:24:02,207 - mmaction - INFO - Epoch [148][3080/3757] lr: 3.845e-02, eta: 3 days, 21:48:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6766, loss_cls: 2.5678, loss: 2.5678, grad_norm: 3.1517 2020-08-04 06:24:17,993 - mmaction - INFO - Epoch [148][3100/3757] lr: 3.845e-02, eta: 3 days, 21:47:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6516, loss_cls: 2.6315, loss: 2.6315, grad_norm: 3.1831 2020-08-04 06:24:33,793 - mmaction - INFO - Epoch [148][3120/3757] lr: 3.845e-02, eta: 3 days, 21:47:18, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6461, loss_cls: 2.6887, loss: 2.6887, grad_norm: 3.1977 2020-08-04 06:24:49,544 - mmaction - INFO - Epoch [148][3140/3757] lr: 3.845e-02, eta: 3 days, 21:46:57, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6703, loss_cls: 2.6102, loss: 2.6102, grad_norm: 3.2264 2020-08-04 06:25:05,358 - mmaction - INFO - Epoch [148][3160/3757] lr: 3.845e-02, eta: 3 days, 21:46:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6516, loss_cls: 2.7112, loss: 2.7112, grad_norm: 3.2603 2020-08-04 06:25:21,137 - mmaction - INFO - Epoch [148][3180/3757] lr: 3.845e-02, eta: 3 days, 21:46:14, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6766, loss_cls: 2.5383, loss: 2.5383, grad_norm: 3.1043 2020-08-04 06:25:36,919 - mmaction - INFO - Epoch [148][3200/3757] lr: 3.845e-02, eta: 3 days, 21:45:53, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.4612, loss: 2.4612, grad_norm: 3.1131 2020-08-04 06:25:52,731 - mmaction - INFO - Epoch [148][3220/3757] lr: 3.845e-02, eta: 3 days, 21:45:32, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6734, loss_cls: 2.5403, loss: 2.5403, grad_norm: 3.1653 2020-08-04 06:26:08,509 - mmaction - INFO - Epoch [148][3240/3757] lr: 3.845e-02, eta: 3 days, 21:45:11, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6617, loss_cls: 2.6064, loss: 2.6064, grad_norm: 3.1984 2020-08-04 06:26:24,356 - mmaction - INFO - Epoch [148][3260/3757] lr: 3.845e-02, eta: 3 days, 21:44:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6898, loss_cls: 2.5504, loss: 2.5504, grad_norm: 3.2463 2020-08-04 06:26:40,209 - mmaction - INFO - Epoch [148][3280/3757] lr: 3.845e-02, eta: 3 days, 21:44:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6734, loss_cls: 2.5323, loss: 2.5323, grad_norm: 3.0566 2020-08-04 06:26:56,039 - mmaction - INFO - Epoch [148][3300/3757] lr: 3.845e-02, eta: 3 days, 21:44:09, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6539, loss_cls: 2.6814, loss: 2.6814, grad_norm: 3.2215 2020-08-04 06:27:11,851 - mmaction - INFO - Epoch [148][3320/3757] lr: 3.845e-02, eta: 3 days, 21:43:48, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6633, loss_cls: 2.6314, loss: 2.6314, grad_norm: 3.1307 2020-08-04 06:27:27,587 - mmaction - INFO - Epoch [148][3340/3757] lr: 3.845e-02, eta: 3 days, 21:43:26, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6602, loss_cls: 2.6194, loss: 2.6194, grad_norm: 3.1286 2020-08-04 06:27:43,452 - mmaction - INFO - Epoch [148][3360/3757] lr: 3.845e-02, eta: 3 days, 21:43:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6664, loss_cls: 2.6307, loss: 2.6307, grad_norm: 3.1584 2020-08-04 06:27:59,347 - mmaction - INFO - Epoch [148][3380/3757] lr: 3.845e-02, eta: 3 days, 21:42:45, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6922, loss_cls: 2.5354, loss: 2.5354, grad_norm: 3.1071 2020-08-04 06:28:15,219 - mmaction - INFO - Epoch [148][3400/3757] lr: 3.845e-02, eta: 3 days, 21:42:25, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6531, loss_cls: 2.6541, loss: 2.6541, grad_norm: 3.1600 2020-08-04 06:28:31,120 - mmaction - INFO - Epoch [148][3420/3757] lr: 3.845e-02, eta: 3 days, 21:42:04, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6438, loss_cls: 2.7545, loss: 2.7545, grad_norm: 3.2330 2020-08-04 06:28:46,911 - mmaction - INFO - Epoch [148][3440/3757] lr: 3.845e-02, eta: 3 days, 21:41:43, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6797, loss_cls: 2.5542, loss: 2.5542, grad_norm: 3.1065 2020-08-04 06:29:02,710 - mmaction - INFO - Epoch [148][3460/3757] lr: 3.845e-02, eta: 3 days, 21:41:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6430, loss_cls: 2.7428, loss: 2.7428, grad_norm: 3.1048 2020-08-04 06:29:18,573 - mmaction - INFO - Epoch [148][3480/3757] lr: 3.845e-02, eta: 3 days, 21:41:01, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6656, loss_cls: 2.6233, loss: 2.6233, grad_norm: 3.2606 2020-08-04 06:29:34,260 - mmaction - INFO - Epoch [148][3500/3757] lr: 3.845e-02, eta: 3 days, 21:40:40, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6438, loss_cls: 2.6810, loss: 2.6810, grad_norm: 3.0962 2020-08-04 06:29:50,205 - mmaction - INFO - Epoch [148][3520/3757] lr: 3.845e-02, eta: 3 days, 21:40:19, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6641, loss_cls: 2.5791, loss: 2.5791, grad_norm: 3.1551 2020-08-04 06:30:05,950 - mmaction - INFO - Epoch [148][3540/3757] lr: 3.845e-02, eta: 3 days, 21:39:58, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6555, loss_cls: 2.6402, loss: 2.6402, grad_norm: 3.1910 2020-08-04 06:30:21,615 - mmaction - INFO - Epoch [148][3560/3757] lr: 3.845e-02, eta: 3 days, 21:39:36, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6578, loss_cls: 2.6501, loss: 2.6501, grad_norm: 3.1383 2020-08-04 06:30:37,478 - mmaction - INFO - Epoch [148][3580/3757] lr: 3.845e-02, eta: 3 days, 21:39:16, time: 0.794, data_time: 0.010, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6758, loss_cls: 2.5509, loss: 2.5509, grad_norm: 3.2442 2020-08-04 06:30:53,241 - mmaction - INFO - Epoch [148][3600/3757] lr: 3.845e-02, eta: 3 days, 21:38:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6484, loss_cls: 2.6854, loss: 2.6854, grad_norm: 3.1674 2020-08-04 06:31:09,114 - mmaction - INFO - Epoch [148][3620/3757] lr: 3.845e-02, eta: 3 days, 21:38:34, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6531, loss_cls: 2.6648, loss: 2.6648, grad_norm: 3.1461 2020-08-04 06:31:24,796 - mmaction - INFO - Epoch [148][3640/3757] lr: 3.845e-02, eta: 3 days, 21:38:12, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6727, loss_cls: 2.6113, loss: 2.6113, grad_norm: 3.2548 2020-08-04 06:31:40,692 - mmaction - INFO - Epoch [148][3660/3757] lr: 3.845e-02, eta: 3 days, 21:37:52, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6469, loss_cls: 2.6946, loss: 2.6946, grad_norm: 3.2411 2020-08-04 06:31:56,363 - mmaction - INFO - Epoch [148][3680/3757] lr: 3.845e-02, eta: 3 days, 21:37:30, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6672, loss_cls: 2.6359, loss: 2.6359, grad_norm: 3.1749 2020-08-04 06:32:12,300 - mmaction - INFO - Epoch [148][3700/3757] lr: 3.845e-02, eta: 3 days, 21:37:10, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6281, loss_cls: 2.7399, loss: 2.7399, grad_norm: 3.1524 2020-08-04 06:32:28,061 - mmaction - INFO - Epoch [148][3720/3757] lr: 3.845e-02, eta: 3 days, 21:36:49, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6562, loss_cls: 2.6243, loss: 2.6243, grad_norm: 3.1577 2020-08-04 06:32:43,948 - mmaction - INFO - Epoch [148][3740/3757] lr: 3.845e-02, eta: 3 days, 21:36:28, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6500, loss_cls: 2.6730, loss: 2.6730, grad_norm: 3.1647 2020-08-04 06:33:06,920 - mmaction - INFO - Saving checkpoint at 148 epochs 2020-08-04 06:35:35,900 - mmaction - INFO - Epoch [149][20/3757] lr: 3.785e-02, eta: 3 days, 21:46:27, time: 7.373, data_time: 6.488, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6617, loss_cls: 2.6386, loss: 2.6386, grad_norm: 3.1835 2020-08-04 06:35:51,689 - mmaction - INFO - Epoch [149][40/3757] lr: 3.785e-02, eta: 3 days, 21:46:06, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6687, loss_cls: 2.6110, loss: 2.6110, grad_norm: 3.1249 2020-08-04 06:36:07,402 - mmaction - INFO - Epoch [149][60/3757] lr: 3.785e-02, eta: 3 days, 21:45:45, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6703, loss_cls: 2.5673, loss: 2.5673, grad_norm: 3.1713 2020-08-04 06:36:23,267 - mmaction - INFO - Epoch [149][80/3757] lr: 3.785e-02, eta: 3 days, 21:45:24, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6859, loss_cls: 2.4915, loss: 2.4915, grad_norm: 3.1061 2020-08-04 06:36:39,076 - mmaction - INFO - Epoch [149][100/3757] lr: 3.785e-02, eta: 3 days, 21:45:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6820, loss_cls: 2.4862, loss: 2.4862, grad_norm: 3.1391 2020-08-04 06:36:55,019 - mmaction - INFO - Epoch [149][120/3757] lr: 3.785e-02, eta: 3 days, 21:44:42, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6773, loss_cls: 2.5543, loss: 2.5543, grad_norm: 3.2068 2020-08-04 06:37:10,818 - mmaction - INFO - Epoch [149][140/3757] lr: 3.785e-02, eta: 3 days, 21:44:21, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6570, loss_cls: 2.6202, loss: 2.6202, grad_norm: 3.2390 2020-08-04 06:37:26,613 - mmaction - INFO - Epoch [149][160/3757] lr: 3.785e-02, eta: 3 days, 21:44:00, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6758, loss_cls: 2.5387, loss: 2.5387, grad_norm: 3.0960 2020-08-04 06:37:42,439 - mmaction - INFO - Epoch [149][180/3757] lr: 3.785e-02, eta: 3 days, 21:43:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6750, loss_cls: 2.5670, loss: 2.5670, grad_norm: 3.1513 2020-08-04 06:37:58,248 - mmaction - INFO - Epoch [149][200/3757] lr: 3.785e-02, eta: 3 days, 21:43:18, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6594, loss_cls: 2.6265, loss: 2.6265, grad_norm: 3.2646 2020-08-04 06:38:14,087 - mmaction - INFO - Epoch [149][220/3757] lr: 3.785e-02, eta: 3 days, 21:42:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6578, loss_cls: 2.6029, loss: 2.6029, grad_norm: 3.1329 2020-08-04 06:38:29,891 - mmaction - INFO - Epoch [149][240/3757] lr: 3.785e-02, eta: 3 days, 21:42:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6820, loss_cls: 2.5988, loss: 2.5988, grad_norm: 3.1802 2020-08-04 06:38:45,738 - mmaction - INFO - Epoch [149][260/3757] lr: 3.785e-02, eta: 3 days, 21:42:15, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6617, loss_cls: 2.6278, loss: 2.6278, grad_norm: 3.1703 2020-08-04 06:39:01,585 - mmaction - INFO - Epoch [149][280/3757] lr: 3.785e-02, eta: 3 days, 21:41:54, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6867, loss_cls: 2.5240, loss: 2.5240, grad_norm: 3.0543 2020-08-04 06:39:17,441 - mmaction - INFO - Epoch [149][300/3757] lr: 3.785e-02, eta: 3 days, 21:41:33, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6539, loss_cls: 2.6868, loss: 2.6868, grad_norm: 3.2091 2020-08-04 06:39:33,132 - mmaction - INFO - Epoch [149][320/3757] lr: 3.785e-02, eta: 3 days, 21:41:11, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6469, loss_cls: 2.6901, loss: 2.6901, grad_norm: 3.1808 2020-08-04 06:39:49,040 - mmaction - INFO - Epoch [149][340/3757] lr: 3.785e-02, eta: 3 days, 21:40:51, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6734, loss_cls: 2.5465, loss: 2.5465, grad_norm: 3.1284 2020-08-04 06:40:04,901 - mmaction - INFO - Epoch [149][360/3757] lr: 3.785e-02, eta: 3 days, 21:40:30, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6727, loss_cls: 2.5752, loss: 2.5752, grad_norm: 3.1735 2020-08-04 06:40:20,702 - mmaction - INFO - Epoch [149][380/3757] lr: 3.785e-02, eta: 3 days, 21:40:09, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6719, loss_cls: 2.5838, loss: 2.5838, grad_norm: 3.1603 2020-08-04 06:40:36,587 - mmaction - INFO - Epoch [149][400/3757] lr: 3.785e-02, eta: 3 days, 21:39:48, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6797, loss_cls: 2.5506, loss: 2.5506, grad_norm: 3.1461 2020-08-04 06:40:52,328 - mmaction - INFO - Epoch [149][420/3757] lr: 3.785e-02, eta: 3 days, 21:39:27, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6648, loss_cls: 2.6215, loss: 2.6215, grad_norm: 3.1301 2020-08-04 06:41:08,102 - mmaction - INFO - Epoch [149][440/3757] lr: 3.785e-02, eta: 3 days, 21:39:06, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6680, loss_cls: 2.6181, loss: 2.6181, grad_norm: 3.1340 2020-08-04 06:41:23,908 - mmaction - INFO - Epoch [149][460/3757] lr: 3.785e-02, eta: 3 days, 21:38:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6570, loss_cls: 2.6932, loss: 2.6932, grad_norm: 3.3209 2020-08-04 06:41:39,700 - mmaction - INFO - Epoch [149][480/3757] lr: 3.785e-02, eta: 3 days, 21:38:23, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6625, loss_cls: 2.6469, loss: 2.6469, grad_norm: 3.1740 2020-08-04 06:41:55,549 - mmaction - INFO - Epoch [149][500/3757] lr: 3.785e-02, eta: 3 days, 21:38:02, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6813, loss_cls: 2.5880, loss: 2.5880, grad_norm: 3.2313 2020-08-04 06:42:11,434 - mmaction - INFO - Epoch [149][520/3757] lr: 3.785e-02, eta: 3 days, 21:37:42, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6672, loss_cls: 2.5965, loss: 2.5965, grad_norm: 3.3329 2020-08-04 06:42:27,221 - mmaction - INFO - Epoch [149][540/3757] lr: 3.785e-02, eta: 3 days, 21:37:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6664, loss_cls: 2.5572, loss: 2.5572, grad_norm: 3.1597 2020-08-04 06:42:43,161 - mmaction - INFO - Epoch [149][560/3757] lr: 3.785e-02, eta: 3 days, 21:37:00, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6648, loss_cls: 2.5869, loss: 2.5869, grad_norm: 3.2189 2020-08-04 06:42:58,873 - mmaction - INFO - Epoch [149][580/3757] lr: 3.785e-02, eta: 3 days, 21:36:39, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.5653, loss: 2.5653, grad_norm: 3.1805 2020-08-04 06:43:14,757 - mmaction - INFO - Epoch [149][600/3757] lr: 3.785e-02, eta: 3 days, 21:36:18, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6766, loss_cls: 2.5198, loss: 2.5198, grad_norm: 3.2651 2020-08-04 06:43:30,483 - mmaction - INFO - Epoch [149][620/3757] lr: 3.785e-02, eta: 3 days, 21:35:57, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6508, loss_cls: 2.6419, loss: 2.6419, grad_norm: 3.2625 2020-08-04 06:43:46,205 - mmaction - INFO - Epoch [149][640/3757] lr: 3.785e-02, eta: 3 days, 21:35:35, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6797, loss_cls: 2.5278, loss: 2.5278, grad_norm: 3.1231 2020-08-04 06:44:02,132 - mmaction - INFO - Epoch [149][660/3757] lr: 3.785e-02, eta: 3 days, 21:35:15, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6758, loss_cls: 2.5556, loss: 2.5556, grad_norm: 3.1149 2020-08-04 06:44:17,929 - mmaction - INFO - Epoch [149][680/3757] lr: 3.785e-02, eta: 3 days, 21:34:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.5753, loss: 2.5753, grad_norm: 3.2461 2020-08-04 06:44:33,833 - mmaction - INFO - Epoch [149][700/3757] lr: 3.785e-02, eta: 3 days, 21:34:33, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6844, loss_cls: 2.5122, loss: 2.5122, grad_norm: 3.1589 2020-08-04 06:44:49,630 - mmaction - INFO - Epoch [149][720/3757] lr: 3.785e-02, eta: 3 days, 21:34:12, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6648, loss_cls: 2.6487, loss: 2.6487, grad_norm: 3.2483 2020-08-04 06:45:05,545 - mmaction - INFO - Epoch [149][740/3757] lr: 3.785e-02, eta: 3 days, 21:33:51, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6781, loss_cls: 2.6008, loss: 2.6008, grad_norm: 3.1212 2020-08-04 06:45:21,214 - mmaction - INFO - Epoch [149][760/3757] lr: 3.785e-02, eta: 3 days, 21:33:30, time: 0.784, data_time: 0.002, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6648, loss_cls: 2.6572, loss: 2.6572, grad_norm: 3.2380 2020-08-04 06:45:37,044 - mmaction - INFO - Epoch [149][780/3757] lr: 3.785e-02, eta: 3 days, 21:33:09, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6625, loss_cls: 2.5937, loss: 2.5937, grad_norm: 3.2203 2020-08-04 06:45:52,869 - mmaction - INFO - Epoch [149][800/3757] lr: 3.785e-02, eta: 3 days, 21:32:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6547, loss_cls: 2.6455, loss: 2.6455, grad_norm: 3.2000 2020-08-04 06:46:08,680 - mmaction - INFO - Epoch [149][820/3757] lr: 3.785e-02, eta: 3 days, 21:32:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6859, loss_cls: 2.4996, loss: 2.4996, grad_norm: 3.2042 2020-08-04 06:46:24,527 - mmaction - INFO - Epoch [149][840/3757] lr: 3.785e-02, eta: 3 days, 21:32:06, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6641, loss_cls: 2.6387, loss: 2.6387, grad_norm: 3.1866 2020-08-04 06:46:40,274 - mmaction - INFO - Epoch [149][860/3757] lr: 3.785e-02, eta: 3 days, 21:31:45, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6875, loss_cls: 2.5876, loss: 2.5876, grad_norm: 3.1988 2020-08-04 06:46:56,031 - mmaction - INFO - Epoch [149][880/3757] lr: 3.785e-02, eta: 3 days, 21:31:23, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6594, loss_cls: 2.6004, loss: 2.6004, grad_norm: 3.2370 2020-08-04 06:47:11,800 - mmaction - INFO - Epoch [149][900/3757] lr: 3.785e-02, eta: 3 days, 21:31:02, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6711, loss_cls: 2.5723, loss: 2.5723, grad_norm: 3.2407 2020-08-04 06:47:27,609 - mmaction - INFO - Epoch [149][920/3757] lr: 3.785e-02, eta: 3 days, 21:30:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6523, loss_cls: 2.6201, loss: 2.6201, grad_norm: 3.1242 2020-08-04 06:47:43,453 - mmaction - INFO - Epoch [149][940/3757] lr: 3.785e-02, eta: 3 days, 21:30:20, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6695, loss_cls: 2.5595, loss: 2.5595, grad_norm: 3.1057 2020-08-04 06:47:59,246 - mmaction - INFO - Epoch [149][960/3757] lr: 3.785e-02, eta: 3 days, 21:29:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6531, loss_cls: 2.5871, loss: 2.5871, grad_norm: 3.2074 2020-08-04 06:48:15,060 - mmaction - INFO - Epoch [149][980/3757] lr: 3.785e-02, eta: 3 days, 21:29:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6930, loss_cls: 2.5424, loss: 2.5424, grad_norm: 3.1442 2020-08-04 06:48:30,879 - mmaction - INFO - Epoch [149][1000/3757] lr: 3.785e-02, eta: 3 days, 21:29:17, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6773, loss_cls: 2.5765, loss: 2.5765, grad_norm: 3.1985 2020-08-04 06:48:46,725 - mmaction - INFO - Epoch [149][1020/3757] lr: 3.785e-02, eta: 3 days, 21:28:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6656, loss_cls: 2.6364, loss: 2.6364, grad_norm: 3.2358 2020-08-04 06:49:02,495 - mmaction - INFO - Epoch [149][1040/3757] lr: 3.785e-02, eta: 3 days, 21:28:35, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6891, loss_cls: 2.5295, loss: 2.5295, grad_norm: 3.2870 2020-08-04 06:49:18,365 - mmaction - INFO - Epoch [149][1060/3757] lr: 3.785e-02, eta: 3 days, 21:28:15, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6453, loss_cls: 2.7015, loss: 2.7015, grad_norm: 3.1651 2020-08-04 06:49:34,058 - mmaction - INFO - Epoch [149][1080/3757] lr: 3.785e-02, eta: 3 days, 21:27:53, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6695, loss_cls: 2.6156, loss: 2.6156, grad_norm: 3.0917 2020-08-04 06:49:49,911 - mmaction - INFO - Epoch [149][1100/3757] lr: 3.785e-02, eta: 3 days, 21:27:32, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6766, loss_cls: 2.5687, loss: 2.5687, grad_norm: 3.1269 2020-08-04 06:50:05,743 - mmaction - INFO - Epoch [149][1120/3757] lr: 3.785e-02, eta: 3 days, 21:27:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6586, loss_cls: 2.6770, loss: 2.6770, grad_norm: 3.1606 2020-08-04 06:50:21,497 - mmaction - INFO - Epoch [149][1140/3757] lr: 3.785e-02, eta: 3 days, 21:26:50, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6562, loss_cls: 2.6752, loss: 2.6752, grad_norm: 3.2693 2020-08-04 06:50:37,301 - mmaction - INFO - Epoch [149][1160/3757] lr: 3.785e-02, eta: 3 days, 21:26:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6484, loss_cls: 2.6436, loss: 2.6436, grad_norm: 3.0958 2020-08-04 06:50:53,107 - mmaction - INFO - Epoch [149][1180/3757] lr: 3.785e-02, eta: 3 days, 21:26:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6617, loss_cls: 2.6360, loss: 2.6360, grad_norm: 3.1464 2020-08-04 06:51:08,976 - mmaction - INFO - Epoch [149][1200/3757] lr: 3.785e-02, eta: 3 days, 21:25:47, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6633, loss_cls: 2.6050, loss: 2.6050, grad_norm: 3.1158 2020-08-04 06:51:24,800 - mmaction - INFO - Epoch [149][1220/3757] lr: 3.785e-02, eta: 3 days, 21:25:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6680, loss_cls: 2.6193, loss: 2.6193, grad_norm: 3.1240 2020-08-04 06:51:40,652 - mmaction - INFO - Epoch [149][1240/3757] lr: 3.785e-02, eta: 3 days, 21:25:06, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6672, loss_cls: 2.5356, loss: 2.5356, grad_norm: 3.1271 2020-08-04 06:51:56,400 - mmaction - INFO - Epoch [149][1260/3757] lr: 3.785e-02, eta: 3 days, 21:24:45, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6773, loss_cls: 2.6695, loss: 2.6695, grad_norm: 3.3273 2020-08-04 06:52:12,173 - mmaction - INFO - Epoch [149][1280/3757] lr: 3.785e-02, eta: 3 days, 21:24:23, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6617, loss_cls: 2.6353, loss: 2.6353, grad_norm: 3.1442 2020-08-04 06:52:28,067 - mmaction - INFO - Epoch [149][1300/3757] lr: 3.785e-02, eta: 3 days, 21:24:03, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6562, loss_cls: 2.5963, loss: 2.5963, grad_norm: 3.2111 2020-08-04 06:52:43,726 - mmaction - INFO - Epoch [149][1320/3757] lr: 3.785e-02, eta: 3 days, 21:23:41, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6703, loss_cls: 2.5815, loss: 2.5815, grad_norm: 3.1733 2020-08-04 06:52:59,674 - mmaction - INFO - Epoch [149][1340/3757] lr: 3.785e-02, eta: 3 days, 21:23:21, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6422, loss_cls: 2.7035, loss: 2.7035, grad_norm: 3.3273 2020-08-04 06:53:15,460 - mmaction - INFO - Epoch [149][1360/3757] lr: 3.785e-02, eta: 3 days, 21:23:00, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6469, loss_cls: 2.6895, loss: 2.6895, grad_norm: 3.2428 2020-08-04 06:53:31,263 - mmaction - INFO - Epoch [149][1380/3757] lr: 3.785e-02, eta: 3 days, 21:22:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6711, loss_cls: 2.6376, loss: 2.6376, grad_norm: 3.1613 2020-08-04 06:53:47,089 - mmaction - INFO - Epoch [149][1400/3757] lr: 3.785e-02, eta: 3 days, 21:22:18, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6633, loss_cls: 2.5755, loss: 2.5755, grad_norm: 3.3705 2020-08-04 06:54:02,891 - mmaction - INFO - Epoch [149][1420/3757] lr: 3.785e-02, eta: 3 days, 21:21:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6664, loss_cls: 2.6746, loss: 2.6746, grad_norm: 3.2713 2020-08-04 06:54:18,704 - mmaction - INFO - Epoch [149][1440/3757] lr: 3.785e-02, eta: 3 days, 21:21:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6516, loss_cls: 2.6507, loss: 2.6507, grad_norm: 3.3033 2020-08-04 06:54:34,579 - mmaction - INFO - Epoch [149][1460/3757] lr: 3.785e-02, eta: 3 days, 21:21:16, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3906, top5_acc: 0.6422, loss_cls: 2.7013, loss: 2.7013, grad_norm: 3.2209 2020-08-04 06:54:50,363 - mmaction - INFO - Epoch [149][1480/3757] lr: 3.785e-02, eta: 3 days, 21:20:55, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6750, loss_cls: 2.5416, loss: 2.5416, grad_norm: 3.1333 2020-08-04 06:55:06,289 - mmaction - INFO - Epoch [149][1500/3757] lr: 3.785e-02, eta: 3 days, 21:20:34, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6578, loss_cls: 2.6673, loss: 2.6673, grad_norm: 3.2400 2020-08-04 06:55:21,962 - mmaction - INFO - Epoch [149][1520/3757] lr: 3.785e-02, eta: 3 days, 21:20:13, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6562, loss_cls: 2.6623, loss: 2.6623, grad_norm: 3.2156 2020-08-04 06:55:37,825 - mmaction - INFO - Epoch [149][1540/3757] lr: 3.785e-02, eta: 3 days, 21:19:52, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6461, loss_cls: 2.7108, loss: 2.7108, grad_norm: 3.1665 2020-08-04 06:55:53,578 - mmaction - INFO - Epoch [149][1560/3757] lr: 3.785e-02, eta: 3 days, 21:19:31, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6594, loss_cls: 2.6980, loss: 2.6980, grad_norm: 3.2276 2020-08-04 06:56:09,334 - mmaction - INFO - Epoch [149][1580/3757] lr: 3.785e-02, eta: 3 days, 21:19:10, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6516, loss_cls: 2.6590, loss: 2.6590, grad_norm: 3.2257 2020-08-04 06:56:25,178 - mmaction - INFO - Epoch [149][1600/3757] lr: 3.785e-02, eta: 3 days, 21:18:49, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6672, loss_cls: 2.5600, loss: 2.5600, grad_norm: 3.1409 2020-08-04 06:56:40,978 - mmaction - INFO - Epoch [149][1620/3757] lr: 3.785e-02, eta: 3 days, 21:18:28, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6703, loss_cls: 2.5456, loss: 2.5456, grad_norm: 3.1282 2020-08-04 06:56:56,759 - mmaction - INFO - Epoch [149][1640/3757] lr: 3.785e-02, eta: 3 days, 21:18:07, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6664, loss_cls: 2.5965, loss: 2.5965, grad_norm: 3.1382 2020-08-04 06:57:12,619 - mmaction - INFO - Epoch [149][1660/3757] lr: 3.785e-02, eta: 3 days, 21:17:46, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6641, loss_cls: 2.5794, loss: 2.5794, grad_norm: 3.2053 2020-08-04 06:57:28,370 - mmaction - INFO - Epoch [149][1680/3757] lr: 3.785e-02, eta: 3 days, 21:17:25, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6672, loss_cls: 2.5944, loss: 2.5944, grad_norm: 3.1955 2020-08-04 06:57:44,313 - mmaction - INFO - Epoch [149][1700/3757] lr: 3.785e-02, eta: 3 days, 21:17:05, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6687, loss_cls: 2.6027, loss: 2.6027, grad_norm: 3.2324 2020-08-04 06:58:00,136 - mmaction - INFO - Epoch [149][1720/3757] lr: 3.785e-02, eta: 3 days, 21:16:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6617, loss_cls: 2.6317, loss: 2.6317, grad_norm: 3.1369 2020-08-04 06:58:15,935 - mmaction - INFO - Epoch [149][1740/3757] lr: 3.785e-02, eta: 3 days, 21:16:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6555, loss_cls: 2.6782, loss: 2.6782, grad_norm: 3.2181 2020-08-04 06:58:31,746 - mmaction - INFO - Epoch [149][1760/3757] lr: 3.785e-02, eta: 3 days, 21:16:02, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6555, loss_cls: 2.6505, loss: 2.6505, grad_norm: 3.1645 2020-08-04 06:58:47,486 - mmaction - INFO - Epoch [149][1780/3757] lr: 3.785e-02, eta: 3 days, 21:15:41, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6797, loss_cls: 2.5838, loss: 2.5838, grad_norm: 3.2244 2020-08-04 06:59:03,320 - mmaction - INFO - Epoch [149][1800/3757] lr: 3.785e-02, eta: 3 days, 21:15:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6453, loss_cls: 2.6297, loss: 2.6297, grad_norm: 3.1702 2020-08-04 06:59:19,200 - mmaction - INFO - Epoch [149][1820/3757] lr: 3.785e-02, eta: 3 days, 21:14:59, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6680, loss_cls: 2.6292, loss: 2.6292, grad_norm: 3.2542 2020-08-04 06:59:34,981 - mmaction - INFO - Epoch [149][1840/3757] lr: 3.785e-02, eta: 3 days, 21:14:38, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6703, loss_cls: 2.5377, loss: 2.5377, grad_norm: 3.2004 2020-08-04 06:59:50,750 - mmaction - INFO - Epoch [149][1860/3757] lr: 3.785e-02, eta: 3 days, 21:14:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6547, loss_cls: 2.6988, loss: 2.6988, grad_norm: 3.2454 2020-08-04 07:00:11,023 - mmaction - INFO - Epoch [149][1880/3757] lr: 3.785e-02, eta: 3 days, 21:14:19, time: 1.007, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6891, loss_cls: 2.5208, loss: 2.5208, grad_norm: 3.1444 2020-08-04 07:00:26,726 - mmaction - INFO - Epoch [149][1900/3757] lr: 3.785e-02, eta: 3 days, 21:13:58, time: 0.791, data_time: 0.008, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6750, loss_cls: 2.6278, loss: 2.6278, grad_norm: 3.2123 2020-08-04 07:00:42,568 - mmaction - INFO - Epoch [149][1920/3757] lr: 3.785e-02, eta: 3 days, 21:13:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6859, loss_cls: 2.5069, loss: 2.5069, grad_norm: 3.2108 2020-08-04 07:00:58,303 - mmaction - INFO - Epoch [149][1940/3757] lr: 3.785e-02, eta: 3 days, 21:13:16, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6711, loss_cls: 2.5903, loss: 2.5903, grad_norm: 3.2234 2020-08-04 07:01:14,111 - mmaction - INFO - Epoch [149][1960/3757] lr: 3.785e-02, eta: 3 days, 21:12:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6633, loss_cls: 2.6104, loss: 2.6104, grad_norm: 3.2855 2020-08-04 07:01:29,930 - mmaction - INFO - Epoch [149][1980/3757] lr: 3.785e-02, eta: 3 days, 21:12:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6742, loss_cls: 2.5481, loss: 2.5481, grad_norm: 3.1987 2020-08-04 07:01:45,777 - mmaction - INFO - Epoch [149][2000/3757] lr: 3.785e-02, eta: 3 days, 21:12:14, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6633, loss_cls: 2.5976, loss: 2.5976, grad_norm: 3.1596 2020-08-04 07:02:01,644 - mmaction - INFO - Epoch [149][2020/3757] lr: 3.785e-02, eta: 3 days, 21:11:53, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6469, loss_cls: 2.6436, loss: 2.6436, grad_norm: 3.1894 2020-08-04 07:02:17,466 - mmaction - INFO - Epoch [149][2040/3757] lr: 3.785e-02, eta: 3 days, 21:11:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6758, loss_cls: 2.6011, loss: 2.6011, grad_norm: 3.2238 2020-08-04 07:02:33,339 - mmaction - INFO - Epoch [149][2060/3757] lr: 3.785e-02, eta: 3 days, 21:11:12, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6766, loss_cls: 2.5705, loss: 2.5705, grad_norm: 3.1255 2020-08-04 07:02:49,178 - mmaction - INFO - Epoch [149][2080/3757] lr: 3.785e-02, eta: 3 days, 21:10:51, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6672, loss_cls: 2.5654, loss: 2.5654, grad_norm: 3.1959 2020-08-04 07:03:04,996 - mmaction - INFO - Epoch [149][2100/3757] lr: 3.785e-02, eta: 3 days, 21:10:31, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6719, loss_cls: 2.5913, loss: 2.5913, grad_norm: 3.2632 2020-08-04 07:03:20,779 - mmaction - INFO - Epoch [149][2120/3757] lr: 3.785e-02, eta: 3 days, 21:10:10, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6609, loss_cls: 2.6411, loss: 2.6411, grad_norm: 3.2481 2020-08-04 07:03:36,633 - mmaction - INFO - Epoch [149][2140/3757] lr: 3.785e-02, eta: 3 days, 21:09:49, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6219, loss_cls: 2.7865, loss: 2.7865, grad_norm: 3.2217 2020-08-04 07:03:52,474 - mmaction - INFO - Epoch [149][2160/3757] lr: 3.785e-02, eta: 3 days, 21:09:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6656, loss_cls: 2.6611, loss: 2.6611, grad_norm: 3.0172 2020-08-04 07:04:08,266 - mmaction - INFO - Epoch [149][2180/3757] lr: 3.785e-02, eta: 3 days, 21:09:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6836, loss_cls: 2.5375, loss: 2.5375, grad_norm: 3.0963 2020-08-04 07:04:24,110 - mmaction - INFO - Epoch [149][2200/3757] lr: 3.785e-02, eta: 3 days, 21:08:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6687, loss_cls: 2.5901, loss: 2.5901, grad_norm: 3.2628 2020-08-04 07:04:39,891 - mmaction - INFO - Epoch [149][2220/3757] lr: 3.785e-02, eta: 3 days, 21:08:26, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6570, loss_cls: 2.6758, loss: 2.6758, grad_norm: 3.2233 2020-08-04 07:04:55,706 - mmaction - INFO - Epoch [149][2240/3757] lr: 3.785e-02, eta: 3 days, 21:08:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6617, loss_cls: 2.6237, loss: 2.6237, grad_norm: 3.2709 2020-08-04 07:05:11,519 - mmaction - INFO - Epoch [149][2260/3757] lr: 3.785e-02, eta: 3 days, 21:07:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6547, loss_cls: 2.6372, loss: 2.6372, grad_norm: 3.1715 2020-08-04 07:05:27,373 - mmaction - INFO - Epoch [149][2280/3757] lr: 3.785e-02, eta: 3 days, 21:07:24, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6633, loss_cls: 2.6344, loss: 2.6344, grad_norm: 3.1930 2020-08-04 07:05:43,225 - mmaction - INFO - Epoch [149][2300/3757] lr: 3.785e-02, eta: 3 days, 21:07:03, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6930, loss_cls: 2.5223, loss: 2.5223, grad_norm: 3.1310 2020-08-04 07:05:59,053 - mmaction - INFO - Epoch [149][2320/3757] lr: 3.785e-02, eta: 3 days, 21:06:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6562, loss_cls: 2.6345, loss: 2.6345, grad_norm: 3.2552 2020-08-04 07:06:14,884 - mmaction - INFO - Epoch [149][2340/3757] lr: 3.785e-02, eta: 3 days, 21:06:21, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6672, loss_cls: 2.5789, loss: 2.5789, grad_norm: 3.1636 2020-08-04 07:06:30,586 - mmaction - INFO - Epoch [149][2360/3757] lr: 3.785e-02, eta: 3 days, 21:06:00, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6953, loss_cls: 2.4926, loss: 2.4926, grad_norm: 3.0901 2020-08-04 07:06:46,410 - mmaction - INFO - Epoch [149][2380/3757] lr: 3.785e-02, eta: 3 days, 21:05:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6656, loss_cls: 2.6270, loss: 2.6270, grad_norm: 3.2634 2020-08-04 07:07:02,331 - mmaction - INFO - Epoch [149][2400/3757] lr: 3.785e-02, eta: 3 days, 21:05:19, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6727, loss_cls: 2.5577, loss: 2.5577, grad_norm: 3.2012 2020-08-04 07:07:18,100 - mmaction - INFO - Epoch [149][2420/3757] lr: 3.785e-02, eta: 3 days, 21:04:58, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6680, loss_cls: 2.6009, loss: 2.6009, grad_norm: 3.2063 2020-08-04 07:07:33,916 - mmaction - INFO - Epoch [149][2440/3757] lr: 3.785e-02, eta: 3 days, 21:04:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6648, loss_cls: 2.6390, loss: 2.6390, grad_norm: 3.2870 2020-08-04 07:07:49,748 - mmaction - INFO - Epoch [149][2460/3757] lr: 3.785e-02, eta: 3 days, 21:04:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6578, loss_cls: 2.6744, loss: 2.6744, grad_norm: 3.2483 2020-08-04 07:08:05,513 - mmaction - INFO - Epoch [149][2480/3757] lr: 3.785e-02, eta: 3 days, 21:03:56, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6438, loss_cls: 2.6756, loss: 2.6756, grad_norm: 3.2655 2020-08-04 07:08:21,362 - mmaction - INFO - Epoch [149][2500/3757] lr: 3.785e-02, eta: 3 days, 21:03:35, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6633, loss_cls: 2.5981, loss: 2.5981, grad_norm: 3.2708 2020-08-04 07:08:37,146 - mmaction - INFO - Epoch [149][2520/3757] lr: 3.785e-02, eta: 3 days, 21:03:14, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6633, loss_cls: 2.6379, loss: 2.6379, grad_norm: 3.2414 2020-08-04 07:08:52,913 - mmaction - INFO - Epoch [149][2540/3757] lr: 3.785e-02, eta: 3 days, 21:02:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6445, loss_cls: 2.6372, loss: 2.6372, grad_norm: 3.2721 2020-08-04 07:09:08,728 - mmaction - INFO - Epoch [149][2560/3757] lr: 3.785e-02, eta: 3 days, 21:02:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6617, loss_cls: 2.6160, loss: 2.6160, grad_norm: 3.2351 2020-08-04 07:09:24,473 - mmaction - INFO - Epoch [149][2580/3757] lr: 3.785e-02, eta: 3 days, 21:02:11, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6406, loss_cls: 2.7132, loss: 2.7132, grad_norm: 3.2639 2020-08-04 07:09:40,246 - mmaction - INFO - Epoch [149][2600/3757] lr: 3.785e-02, eta: 3 days, 21:01:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6539, loss_cls: 2.6790, loss: 2.6790, grad_norm: 3.1940 2020-08-04 07:09:56,030 - mmaction - INFO - Epoch [149][2620/3757] lr: 3.785e-02, eta: 3 days, 21:01:29, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6578, loss_cls: 2.6018, loss: 2.6018, grad_norm: 3.1425 2020-08-04 07:10:11,741 - mmaction - INFO - Epoch [149][2640/3757] lr: 3.785e-02, eta: 3 days, 21:01:08, time: 0.786, data_time: 0.005, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6422, loss_cls: 2.7166, loss: 2.7166, grad_norm: 3.2419 2020-08-04 07:10:27,602 - mmaction - INFO - Epoch [149][2660/3757] lr: 3.785e-02, eta: 3 days, 21:00:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6383, loss_cls: 2.7470, loss: 2.7470, grad_norm: 3.1905 2020-08-04 07:10:43,426 - mmaction - INFO - Epoch [149][2680/3757] lr: 3.785e-02, eta: 3 days, 21:00:27, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6625, loss_cls: 2.6135, loss: 2.6135, grad_norm: 3.2111 2020-08-04 07:10:59,208 - mmaction - INFO - Epoch [149][2700/3757] lr: 3.785e-02, eta: 3 days, 21:00:06, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6648, loss_cls: 2.6371, loss: 2.6371, grad_norm: 3.1509 2020-08-04 07:11:14,995 - mmaction - INFO - Epoch [149][2720/3757] lr: 3.785e-02, eta: 3 days, 20:59:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6727, loss_cls: 2.5828, loss: 2.5828, grad_norm: 3.1308 2020-08-04 07:11:30,785 - mmaction - INFO - Epoch [149][2740/3757] lr: 3.785e-02, eta: 3 days, 20:59:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.7008, loss_cls: 2.4666, loss: 2.4666, grad_norm: 3.2209 2020-08-04 07:11:46,566 - mmaction - INFO - Epoch [149][2760/3757] lr: 3.785e-02, eta: 3 days, 20:59:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6719, loss_cls: 2.5713, loss: 2.5713, grad_norm: 3.1595 2020-08-04 07:12:02,502 - mmaction - INFO - Epoch [149][2780/3757] lr: 3.785e-02, eta: 3 days, 20:58:43, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.5476, loss: 2.5476, grad_norm: 3.2004 2020-08-04 07:12:18,268 - mmaction - INFO - Epoch [149][2800/3757] lr: 3.785e-02, eta: 3 days, 20:58:22, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6727, loss_cls: 2.6412, loss: 2.6412, grad_norm: 3.2302 2020-08-04 07:12:34,101 - mmaction - INFO - Epoch [149][2820/3757] lr: 3.785e-02, eta: 3 days, 20:58:01, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.7000, loss_cls: 2.5211, loss: 2.5211, grad_norm: 3.1779 2020-08-04 07:12:49,895 - mmaction - INFO - Epoch [149][2840/3757] lr: 3.785e-02, eta: 3 days, 20:57:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6648, loss_cls: 2.5847, loss: 2.5847, grad_norm: 3.1771 2020-08-04 07:13:05,746 - mmaction - INFO - Epoch [149][2860/3757] lr: 3.785e-02, eta: 3 days, 20:57:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6469, loss_cls: 2.6584, loss: 2.6584, grad_norm: 3.2273 2020-08-04 07:13:21,560 - mmaction - INFO - Epoch [149][2880/3757] lr: 3.785e-02, eta: 3 days, 20:56:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6758, loss_cls: 2.5506, loss: 2.5506, grad_norm: 3.1704 2020-08-04 07:13:37,358 - mmaction - INFO - Epoch [149][2900/3757] lr: 3.785e-02, eta: 3 days, 20:56:38, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6383, loss_cls: 2.6972, loss: 2.6972, grad_norm: 3.2682 2020-08-04 07:13:53,128 - mmaction - INFO - Epoch [149][2920/3757] lr: 3.785e-02, eta: 3 days, 20:56:18, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6797, loss_cls: 2.5357, loss: 2.5357, grad_norm: 3.2286 2020-08-04 07:14:08,875 - mmaction - INFO - Epoch [149][2940/3757] lr: 3.785e-02, eta: 3 days, 20:55:56, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6492, loss_cls: 2.6659, loss: 2.6659, grad_norm: 3.2473 2020-08-04 07:14:24,751 - mmaction - INFO - Epoch [149][2960/3757] lr: 3.785e-02, eta: 3 days, 20:55:36, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6633, loss_cls: 2.6448, loss: 2.6448, grad_norm: 3.1950 2020-08-04 07:14:40,525 - mmaction - INFO - Epoch [149][2980/3757] lr: 3.785e-02, eta: 3 days, 20:55:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6750, loss_cls: 2.6013, loss: 2.6013, grad_norm: 3.1578 2020-08-04 07:14:56,294 - mmaction - INFO - Epoch [149][3000/3757] lr: 3.785e-02, eta: 3 days, 20:54:54, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6445, loss_cls: 2.6723, loss: 2.6723, grad_norm: 3.2529 2020-08-04 07:15:12,127 - mmaction - INFO - Epoch [149][3020/3757] lr: 3.785e-02, eta: 3 days, 20:54:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6430, loss_cls: 2.6729, loss: 2.6729, grad_norm: 3.1219 2020-08-04 07:15:27,955 - mmaction - INFO - Epoch [149][3040/3757] lr: 3.785e-02, eta: 3 days, 20:54:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6578, loss_cls: 2.6912, loss: 2.6912, grad_norm: 3.2116 2020-08-04 07:15:43,827 - mmaction - INFO - Epoch [149][3060/3757] lr: 3.785e-02, eta: 3 days, 20:53:53, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6734, loss_cls: 2.5739, loss: 2.5739, grad_norm: 3.0969 2020-08-04 07:15:59,687 - mmaction - INFO - Epoch [149][3080/3757] lr: 3.785e-02, eta: 3 days, 20:53:32, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6789, loss_cls: 2.5913, loss: 2.5913, grad_norm: 3.1339 2020-08-04 07:16:15,484 - mmaction - INFO - Epoch [149][3100/3757] lr: 3.785e-02, eta: 3 days, 20:53:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6680, loss_cls: 2.5969, loss: 2.5969, grad_norm: 3.1702 2020-08-04 07:16:31,261 - mmaction - INFO - Epoch [149][3120/3757] lr: 3.785e-02, eta: 3 days, 20:52:50, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6844, loss_cls: 2.5434, loss: 2.5434, grad_norm: 3.1945 2020-08-04 07:16:47,005 - mmaction - INFO - Epoch [149][3140/3757] lr: 3.785e-02, eta: 3 days, 20:52:29, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6555, loss_cls: 2.6687, loss: 2.6687, grad_norm: 3.2026 2020-08-04 07:17:02,735 - mmaction - INFO - Epoch [149][3160/3757] lr: 3.785e-02, eta: 3 days, 20:52:08, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6398, loss_cls: 2.6782, loss: 2.6782, grad_norm: 3.1741 2020-08-04 07:17:18,524 - mmaction - INFO - Epoch [149][3180/3757] lr: 3.785e-02, eta: 3 days, 20:51:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6648, loss_cls: 2.6099, loss: 2.6099, grad_norm: 3.0964 2020-08-04 07:17:34,436 - mmaction - INFO - Epoch [149][3200/3757] lr: 3.785e-02, eta: 3 days, 20:51:27, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6633, loss_cls: 2.6203, loss: 2.6203, grad_norm: 3.1740 2020-08-04 07:17:50,182 - mmaction - INFO - Epoch [149][3220/3757] lr: 3.785e-02, eta: 3 days, 20:51:06, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6789, loss_cls: 2.5904, loss: 2.5904, grad_norm: 3.2188 2020-08-04 07:18:06,010 - mmaction - INFO - Epoch [149][3240/3757] lr: 3.785e-02, eta: 3 days, 20:50:46, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6539, loss_cls: 2.7016, loss: 2.7016, grad_norm: 3.1569 2020-08-04 07:18:21,822 - mmaction - INFO - Epoch [149][3260/3757] lr: 3.785e-02, eta: 3 days, 20:50:25, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6687, loss_cls: 2.6391, loss: 2.6391, grad_norm: 3.2078 2020-08-04 07:18:37,628 - mmaction - INFO - Epoch [149][3280/3757] lr: 3.785e-02, eta: 3 days, 20:50:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6766, loss_cls: 2.5482, loss: 2.5482, grad_norm: 3.1109 2020-08-04 07:18:53,499 - mmaction - INFO - Epoch [149][3300/3757] lr: 3.785e-02, eta: 3 days, 20:49:44, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6703, loss_cls: 2.6358, loss: 2.6358, grad_norm: 3.1395 2020-08-04 07:19:09,396 - mmaction - INFO - Epoch [149][3320/3757] lr: 3.785e-02, eta: 3 days, 20:49:23, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6555, loss_cls: 2.6998, loss: 2.6998, grad_norm: 3.1700 2020-08-04 07:19:25,143 - mmaction - INFO - Epoch [149][3340/3757] lr: 3.785e-02, eta: 3 days, 20:49:02, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6680, loss_cls: 2.6292, loss: 2.6292, grad_norm: 3.1740 2020-08-04 07:19:40,949 - mmaction - INFO - Epoch [149][3360/3757] lr: 3.785e-02, eta: 3 days, 20:48:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6453, loss_cls: 2.6664, loss: 2.6664, grad_norm: 3.1565 2020-08-04 07:19:56,787 - mmaction - INFO - Epoch [149][3380/3757] lr: 3.785e-02, eta: 3 days, 20:48:21, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6539, loss_cls: 2.6433, loss: 2.6433, grad_norm: 3.2297 2020-08-04 07:20:12,570 - mmaction - INFO - Epoch [149][3400/3757] lr: 3.785e-02, eta: 3 days, 20:48:00, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6398, loss_cls: 2.6743, loss: 2.6743, grad_norm: 3.1859 2020-08-04 07:20:28,382 - mmaction - INFO - Epoch [149][3420/3757] lr: 3.785e-02, eta: 3 days, 20:47:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6453, loss_cls: 2.7263, loss: 2.7263, grad_norm: 3.2828 2020-08-04 07:20:44,116 - mmaction - INFO - Epoch [149][3440/3757] lr: 3.785e-02, eta: 3 days, 20:47:19, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6633, loss_cls: 2.6104, loss: 2.6104, grad_norm: 3.1700 2020-08-04 07:20:59,958 - mmaction - INFO - Epoch [149][3460/3757] lr: 3.785e-02, eta: 3 days, 20:46:58, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6695, loss_cls: 2.5247, loss: 2.5247, grad_norm: 3.1523 2020-08-04 07:21:15,815 - mmaction - INFO - Epoch [149][3480/3757] lr: 3.785e-02, eta: 3 days, 20:46:38, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6547, loss_cls: 2.7244, loss: 2.7244, grad_norm: 3.2250 2020-08-04 07:21:31,668 - mmaction - INFO - Epoch [149][3500/3757] lr: 3.785e-02, eta: 3 days, 20:46:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6664, loss_cls: 2.6080, loss: 2.6080, grad_norm: 3.1714 2020-08-04 07:21:47,474 - mmaction - INFO - Epoch [149][3520/3757] lr: 3.785e-02, eta: 3 days, 20:45:56, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6547, loss_cls: 2.6401, loss: 2.6401, grad_norm: 3.1335 2020-08-04 07:22:03,376 - mmaction - INFO - Epoch [149][3540/3757] lr: 3.785e-02, eta: 3 days, 20:45:36, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6672, loss_cls: 2.6226, loss: 2.6226, grad_norm: 3.2537 2020-08-04 07:22:19,087 - mmaction - INFO - Epoch [149][3560/3757] lr: 3.785e-02, eta: 3 days, 20:45:15, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6375, loss_cls: 2.7613, loss: 2.7613, grad_norm: 3.3350 2020-08-04 07:22:34,971 - mmaction - INFO - Epoch [149][3580/3757] lr: 3.785e-02, eta: 3 days, 20:44:55, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6648, loss_cls: 2.6214, loss: 2.6214, grad_norm: 3.2306 2020-08-04 07:22:50,690 - mmaction - INFO - Epoch [149][3600/3757] lr: 3.785e-02, eta: 3 days, 20:44:34, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6500, loss_cls: 2.6114, loss: 2.6114, grad_norm: 3.2923 2020-08-04 07:23:06,378 - mmaction - INFO - Epoch [149][3620/3757] lr: 3.785e-02, eta: 3 days, 20:44:12, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6461, loss_cls: 2.6781, loss: 2.6781, grad_norm: 3.2561 2020-08-04 07:23:22,168 - mmaction - INFO - Epoch [149][3640/3757] lr: 3.785e-02, eta: 3 days, 20:43:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6641, loss_cls: 2.6222, loss: 2.6222, grad_norm: 3.2935 2020-08-04 07:23:38,029 - mmaction - INFO - Epoch [149][3660/3757] lr: 3.785e-02, eta: 3 days, 20:43:31, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6680, loss_cls: 2.5797, loss: 2.5797, grad_norm: 3.1635 2020-08-04 07:23:53,853 - mmaction - INFO - Epoch [149][3680/3757] lr: 3.785e-02, eta: 3 days, 20:43:11, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6719, loss_cls: 2.6185, loss: 2.6185, grad_norm: 3.2518 2020-08-04 07:24:09,656 - mmaction - INFO - Epoch [149][3700/3757] lr: 3.785e-02, eta: 3 days, 20:42:50, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6687, loss_cls: 2.5884, loss: 2.5884, grad_norm: 3.2343 2020-08-04 07:24:25,451 - mmaction - INFO - Epoch [149][3720/3757] lr: 3.785e-02, eta: 3 days, 20:42:29, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6602, loss_cls: 2.6049, loss: 2.6049, grad_norm: 3.2394 2020-08-04 07:24:41,322 - mmaction - INFO - Epoch [149][3740/3757] lr: 3.785e-02, eta: 3 days, 20:42:09, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6477, loss_cls: 2.7143, loss: 2.7143, grad_norm: 3.1818 2020-08-04 07:27:34,892 - mmaction - INFO - Epoch [150][20/3757] lr: 3.726e-02, eta: 3 days, 20:52:12, time: 7.757, data_time: 6.921, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6352, loss_cls: 2.7029, loss: 2.7029, grad_norm: 3.1743 2020-08-04 07:27:50,780 - mmaction - INFO - Epoch [150][40/3757] lr: 3.726e-02, eta: 3 days, 20:51:52, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6711, loss_cls: 2.5768, loss: 2.5768, grad_norm: 3.0570 2020-08-04 07:28:06,695 - mmaction - INFO - Epoch [150][60/3757] lr: 3.726e-02, eta: 3 days, 20:51:31, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6703, loss_cls: 2.5890, loss: 2.5890, grad_norm: 3.2073 2020-08-04 07:28:22,608 - mmaction - INFO - Epoch [150][80/3757] lr: 3.726e-02, eta: 3 days, 20:51:11, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6750, loss_cls: 2.5188, loss: 2.5188, grad_norm: 3.1497 2020-08-04 07:28:38,378 - mmaction - INFO - Epoch [150][100/3757] lr: 3.726e-02, eta: 3 days, 20:50:50, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6797, loss_cls: 2.6433, loss: 2.6433, grad_norm: 3.2500 2020-08-04 07:28:54,200 - mmaction - INFO - Epoch [150][120/3757] lr: 3.726e-02, eta: 3 days, 20:50:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6617, loss_cls: 2.6077, loss: 2.6077, grad_norm: 3.2835 2020-08-04 07:29:10,117 - mmaction - INFO - Epoch [150][140/3757] lr: 3.726e-02, eta: 3 days, 20:50:09, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6875, loss_cls: 2.5288, loss: 2.5288, grad_norm: 3.2209 2020-08-04 07:29:25,846 - mmaction - INFO - Epoch [150][160/3757] lr: 3.726e-02, eta: 3 days, 20:49:48, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6445, loss_cls: 2.6270, loss: 2.6270, grad_norm: 3.2379 2020-08-04 07:29:41,743 - mmaction - INFO - Epoch [150][180/3757] lr: 3.726e-02, eta: 3 days, 20:49:27, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6578, loss_cls: 2.6042, loss: 2.6042, grad_norm: 3.2517 2020-08-04 07:29:57,594 - mmaction - INFO - Epoch [150][200/3757] lr: 3.726e-02, eta: 3 days, 20:49:07, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6586, loss_cls: 2.6147, loss: 2.6147, grad_norm: 3.2459 2020-08-04 07:30:13,427 - mmaction - INFO - Epoch [150][220/3757] lr: 3.726e-02, eta: 3 days, 20:48:46, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6719, loss_cls: 2.5519, loss: 2.5519, grad_norm: 3.1545 2020-08-04 07:30:29,256 - mmaction - INFO - Epoch [150][240/3757] lr: 3.726e-02, eta: 3 days, 20:48:25, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6687, loss_cls: 2.5454, loss: 2.5454, grad_norm: 3.2100 2020-08-04 07:30:45,078 - mmaction - INFO - Epoch [150][260/3757] lr: 3.726e-02, eta: 3 days, 20:48:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6695, loss_cls: 2.5576, loss: 2.5576, grad_norm: 3.1847 2020-08-04 07:31:00,899 - mmaction - INFO - Epoch [150][280/3757] lr: 3.726e-02, eta: 3 days, 20:47:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.6245, loss: 2.6245, grad_norm: 3.2380 2020-08-04 07:31:16,760 - mmaction - INFO - Epoch [150][300/3757] lr: 3.726e-02, eta: 3 days, 20:47:23, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6578, loss_cls: 2.6230, loss: 2.6230, grad_norm: 3.1863 2020-08-04 07:31:32,562 - mmaction - INFO - Epoch [150][320/3757] lr: 3.726e-02, eta: 3 days, 20:47:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6508, loss_cls: 2.6742, loss: 2.6742, grad_norm: 3.2415 2020-08-04 07:31:48,404 - mmaction - INFO - Epoch [150][340/3757] lr: 3.726e-02, eta: 3 days, 20:46:42, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6773, loss_cls: 2.5430, loss: 2.5430, grad_norm: 3.2047 2020-08-04 07:32:04,265 - mmaction - INFO - Epoch [150][360/3757] lr: 3.726e-02, eta: 3 days, 20:46:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6789, loss_cls: 2.5714, loss: 2.5714, grad_norm: 3.1970 2020-08-04 07:32:20,020 - mmaction - INFO - Epoch [150][380/3757] lr: 3.726e-02, eta: 3 days, 20:46:00, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6695, loss_cls: 2.5874, loss: 2.5874, grad_norm: 3.2279 2020-08-04 07:32:35,779 - mmaction - INFO - Epoch [150][400/3757] lr: 3.726e-02, eta: 3 days, 20:45:39, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6641, loss_cls: 2.6246, loss: 2.6246, grad_norm: 3.2127 2020-08-04 07:32:51,659 - mmaction - INFO - Epoch [150][420/3757] lr: 3.726e-02, eta: 3 days, 20:45:19, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6531, loss_cls: 2.6808, loss: 2.6808, grad_norm: 3.2320 2020-08-04 07:33:07,392 - mmaction - INFO - Epoch [150][440/3757] lr: 3.726e-02, eta: 3 days, 20:44:58, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6859, loss_cls: 2.5141, loss: 2.5141, grad_norm: 3.1497 2020-08-04 07:33:23,179 - mmaction - INFO - Epoch [150][460/3757] lr: 3.726e-02, eta: 3 days, 20:44:37, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6609, loss_cls: 2.6103, loss: 2.6103, grad_norm: 3.1687 2020-08-04 07:33:38,886 - mmaction - INFO - Epoch [150][480/3757] lr: 3.726e-02, eta: 3 days, 20:44:15, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6492, loss_cls: 2.6616, loss: 2.6616, grad_norm: 3.1720 2020-08-04 07:33:54,734 - mmaction - INFO - Epoch [150][500/3757] lr: 3.726e-02, eta: 3 days, 20:43:55, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6453, loss_cls: 2.6306, loss: 2.6306, grad_norm: 3.1501 2020-08-04 07:34:10,589 - mmaction - INFO - Epoch [150][520/3757] lr: 3.726e-02, eta: 3 days, 20:43:34, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.7039, loss_cls: 2.4935, loss: 2.4935, grad_norm: 3.1046 2020-08-04 07:34:26,406 - mmaction - INFO - Epoch [150][540/3757] lr: 3.726e-02, eta: 3 days, 20:43:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6609, loss_cls: 2.6630, loss: 2.6630, grad_norm: 3.1732 2020-08-04 07:34:42,271 - mmaction - INFO - Epoch [150][560/3757] lr: 3.726e-02, eta: 3 days, 20:42:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6687, loss_cls: 2.6234, loss: 2.6234, grad_norm: 3.1688 2020-08-04 07:34:58,101 - mmaction - INFO - Epoch [150][580/3757] lr: 3.726e-02, eta: 3 days, 20:42:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6789, loss_cls: 2.4825, loss: 2.4825, grad_norm: 3.1385 2020-08-04 07:35:13,902 - mmaction - INFO - Epoch [150][600/3757] lr: 3.726e-02, eta: 3 days, 20:42:12, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6562, loss_cls: 2.6756, loss: 2.6756, grad_norm: 3.2105 2020-08-04 07:35:29,650 - mmaction - INFO - Epoch [150][620/3757] lr: 3.726e-02, eta: 3 days, 20:41:51, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6797, loss_cls: 2.5495, loss: 2.5495, grad_norm: 3.1263 2020-08-04 07:35:45,534 - mmaction - INFO - Epoch [150][640/3757] lr: 3.726e-02, eta: 3 days, 20:41:30, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6617, loss_cls: 2.6355, loss: 2.6355, grad_norm: 3.2764 2020-08-04 07:36:01,273 - mmaction - INFO - Epoch [150][660/3757] lr: 3.726e-02, eta: 3 days, 20:41:09, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6680, loss_cls: 2.6210, loss: 2.6210, grad_norm: 3.2211 2020-08-04 07:36:17,050 - mmaction - INFO - Epoch [150][680/3757] lr: 3.726e-02, eta: 3 days, 20:40:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6961, loss_cls: 2.4734, loss: 2.4734, grad_norm: 3.2437 2020-08-04 07:36:32,829 - mmaction - INFO - Epoch [150][700/3757] lr: 3.726e-02, eta: 3 days, 20:40:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6852, loss_cls: 2.5040, loss: 2.5040, grad_norm: 3.2372 2020-08-04 07:36:48,655 - mmaction - INFO - Epoch [150][720/3757] lr: 3.726e-02, eta: 3 days, 20:40:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6898, loss_cls: 2.4342, loss: 2.4342, grad_norm: 3.1428 2020-08-04 07:37:04,388 - mmaction - INFO - Epoch [150][740/3757] lr: 3.726e-02, eta: 3 days, 20:39:45, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6562, loss_cls: 2.6936, loss: 2.6936, grad_norm: 3.2593 2020-08-04 07:37:20,149 - mmaction - INFO - Epoch [150][760/3757] lr: 3.726e-02, eta: 3 days, 20:39:24, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6891, loss_cls: 2.5220, loss: 2.5220, grad_norm: 3.3119 2020-08-04 07:37:35,930 - mmaction - INFO - Epoch [150][780/3757] lr: 3.726e-02, eta: 3 days, 20:39:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6891, loss_cls: 2.5391, loss: 2.5391, grad_norm: 3.3227 2020-08-04 07:37:51,769 - mmaction - INFO - Epoch [150][800/3757] lr: 3.726e-02, eta: 3 days, 20:38:43, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6461, loss_cls: 2.6386, loss: 2.6386, grad_norm: 3.2303 2020-08-04 07:38:07,547 - mmaction - INFO - Epoch [150][820/3757] lr: 3.726e-02, eta: 3 days, 20:38:22, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6586, loss_cls: 2.5899, loss: 2.5899, grad_norm: 3.2042 2020-08-04 07:38:23,357 - mmaction - INFO - Epoch [150][840/3757] lr: 3.726e-02, eta: 3 days, 20:38:01, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6469, loss_cls: 2.6715, loss: 2.6715, grad_norm: 3.2779 2020-08-04 07:38:39,157 - mmaction - INFO - Epoch [150][860/3757] lr: 3.726e-02, eta: 3 days, 20:37:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6531, loss_cls: 2.6411, loss: 2.6411, grad_norm: 3.2091 2020-08-04 07:38:54,920 - mmaction - INFO - Epoch [150][880/3757] lr: 3.726e-02, eta: 3 days, 20:37:19, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6672, loss_cls: 2.6021, loss: 2.6021, grad_norm: 3.2195 2020-08-04 07:39:10,737 - mmaction - INFO - Epoch [150][900/3757] lr: 3.726e-02, eta: 3 days, 20:36:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6492, loss_cls: 2.6233, loss: 2.6233, grad_norm: 3.2814 2020-08-04 07:39:26,554 - mmaction - INFO - Epoch [150][920/3757] lr: 3.726e-02, eta: 3 days, 20:36:38, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6508, loss_cls: 2.6733, loss: 2.6733, grad_norm: 3.1742 2020-08-04 07:39:42,399 - mmaction - INFO - Epoch [150][940/3757] lr: 3.726e-02, eta: 3 days, 20:36:18, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6531, loss_cls: 2.6499, loss: 2.6499, grad_norm: 3.1714 2020-08-04 07:39:58,214 - mmaction - INFO - Epoch [150][960/3757] lr: 3.726e-02, eta: 3 days, 20:35:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6820, loss_cls: 2.5150, loss: 2.5150, grad_norm: 3.1918 2020-08-04 07:40:13,990 - mmaction - INFO - Epoch [150][980/3757] lr: 3.726e-02, eta: 3 days, 20:35:36, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6656, loss_cls: 2.5907, loss: 2.5907, grad_norm: 3.2236 2020-08-04 07:40:29,832 - mmaction - INFO - Epoch [150][1000/3757] lr: 3.726e-02, eta: 3 days, 20:35:16, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6695, loss_cls: 2.6395, loss: 2.6395, grad_norm: 3.2834 2020-08-04 07:40:45,620 - mmaction - INFO - Epoch [150][1020/3757] lr: 3.726e-02, eta: 3 days, 20:34:55, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6656, loss_cls: 2.6089, loss: 2.6089, grad_norm: 3.2576 2020-08-04 07:41:01,438 - mmaction - INFO - Epoch [150][1040/3757] lr: 3.726e-02, eta: 3 days, 20:34:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6430, loss_cls: 2.7454, loss: 2.7454, grad_norm: 3.2245 2020-08-04 07:41:17,298 - mmaction - INFO - Epoch [150][1060/3757] lr: 3.726e-02, eta: 3 days, 20:34:14, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6695, loss_cls: 2.5816, loss: 2.5816, grad_norm: 3.1863 2020-08-04 07:41:33,157 - mmaction - INFO - Epoch [150][1080/3757] lr: 3.726e-02, eta: 3 days, 20:33:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6680, loss_cls: 2.6180, loss: 2.6180, grad_norm: 3.2761 2020-08-04 07:41:48,876 - mmaction - INFO - Epoch [150][1100/3757] lr: 3.726e-02, eta: 3 days, 20:33:32, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6422, loss_cls: 2.7676, loss: 2.7676, grad_norm: 3.3175 2020-08-04 07:42:04,703 - mmaction - INFO - Epoch [150][1120/3757] lr: 3.726e-02, eta: 3 days, 20:33:11, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6273, loss_cls: 2.7692, loss: 2.7692, grad_norm: 3.2134 2020-08-04 07:42:20,481 - mmaction - INFO - Epoch [150][1140/3757] lr: 3.726e-02, eta: 3 days, 20:32:50, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6719, loss_cls: 2.5440, loss: 2.5440, grad_norm: 3.0817 2020-08-04 07:42:36,321 - mmaction - INFO - Epoch [150][1160/3757] lr: 3.726e-02, eta: 3 days, 20:32:30, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6633, loss_cls: 2.6069, loss: 2.6069, grad_norm: 3.1083 2020-08-04 07:42:52,163 - mmaction - INFO - Epoch [150][1180/3757] lr: 3.726e-02, eta: 3 days, 20:32:09, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6578, loss_cls: 2.6350, loss: 2.6350, grad_norm: 3.1519 2020-08-04 07:43:07,879 - mmaction - INFO - Epoch [150][1200/3757] lr: 3.726e-02, eta: 3 days, 20:31:48, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6813, loss_cls: 2.5410, loss: 2.5410, grad_norm: 3.1850 2020-08-04 07:43:23,756 - mmaction - INFO - Epoch [150][1220/3757] lr: 3.726e-02, eta: 3 days, 20:31:28, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6609, loss_cls: 2.6107, loss: 2.6107, grad_norm: 3.2191 2020-08-04 07:43:39,459 - mmaction - INFO - Epoch [150][1240/3757] lr: 3.726e-02, eta: 3 days, 20:31:07, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6656, loss_cls: 2.6374, loss: 2.6374, grad_norm: 3.3538 2020-08-04 07:43:55,218 - mmaction - INFO - Epoch [150][1260/3757] lr: 3.726e-02, eta: 3 days, 20:30:46, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6687, loss_cls: 2.6185, loss: 2.6185, grad_norm: 3.2417 2020-08-04 07:44:11,088 - mmaction - INFO - Epoch [150][1280/3757] lr: 3.726e-02, eta: 3 days, 20:30:25, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6781, loss_cls: 2.5656, loss: 2.5656, grad_norm: 3.2680 2020-08-04 07:44:26,869 - mmaction - INFO - Epoch [150][1300/3757] lr: 3.726e-02, eta: 3 days, 20:30:04, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6531, loss_cls: 2.6348, loss: 2.6348, grad_norm: 3.3496 2020-08-04 07:44:42,677 - mmaction - INFO - Epoch [150][1320/3757] lr: 3.726e-02, eta: 3 days, 20:29:44, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6477, loss_cls: 2.6927, loss: 2.6927, grad_norm: 3.2955 2020-08-04 07:44:58,475 - mmaction - INFO - Epoch [150][1340/3757] lr: 3.726e-02, eta: 3 days, 20:29:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6586, loss_cls: 2.6119, loss: 2.6119, grad_norm: 3.2178 2020-08-04 07:45:14,268 - mmaction - INFO - Epoch [150][1360/3757] lr: 3.726e-02, eta: 3 days, 20:29:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6797, loss_cls: 2.4922, loss: 2.4922, grad_norm: 3.1722 2020-08-04 07:45:30,114 - mmaction - INFO - Epoch [150][1380/3757] lr: 3.726e-02, eta: 3 days, 20:28:42, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6570, loss_cls: 2.6592, loss: 2.6592, grad_norm: 3.2758 2020-08-04 07:45:45,908 - mmaction - INFO - Epoch [150][1400/3757] lr: 3.726e-02, eta: 3 days, 20:28:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6742, loss_cls: 2.5754, loss: 2.5754, grad_norm: 3.1238 2020-08-04 07:46:01,700 - mmaction - INFO - Epoch [150][1420/3757] lr: 3.726e-02, eta: 3 days, 20:28:00, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6586, loss_cls: 2.6044, loss: 2.6044, grad_norm: 3.2532 2020-08-04 07:46:17,612 - mmaction - INFO - Epoch [150][1440/3757] lr: 3.726e-02, eta: 3 days, 20:27:40, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6922, loss_cls: 2.5199, loss: 2.5199, grad_norm: 3.1766 2020-08-04 07:46:33,424 - mmaction - INFO - Epoch [150][1460/3757] lr: 3.726e-02, eta: 3 days, 20:27:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6633, loss_cls: 2.6240, loss: 2.6240, grad_norm: 3.3018 2020-08-04 07:46:49,289 - mmaction - INFO - Epoch [150][1480/3757] lr: 3.726e-02, eta: 3 days, 20:26:59, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6703, loss_cls: 2.5512, loss: 2.5512, grad_norm: 3.1542 2020-08-04 07:47:05,111 - mmaction - INFO - Epoch [150][1500/3757] lr: 3.726e-02, eta: 3 days, 20:26:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6609, loss_cls: 2.6340, loss: 2.6340, grad_norm: 3.1898 2020-08-04 07:47:20,990 - mmaction - INFO - Epoch [150][1520/3757] lr: 3.726e-02, eta: 3 days, 20:26:18, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6937, loss_cls: 2.4680, loss: 2.4680, grad_norm: 3.1661 2020-08-04 07:47:36,855 - mmaction - INFO - Epoch [150][1540/3757] lr: 3.726e-02, eta: 3 days, 20:25:58, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6625, loss_cls: 2.6317, loss: 2.6317, grad_norm: 3.2679 2020-08-04 07:47:52,708 - mmaction - INFO - Epoch [150][1560/3757] lr: 3.726e-02, eta: 3 days, 20:25:37, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6469, loss_cls: 2.6175, loss: 2.6175, grad_norm: 3.1089 2020-08-04 07:48:08,475 - mmaction - INFO - Epoch [150][1580/3757] lr: 3.726e-02, eta: 3 days, 20:25:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6781, loss_cls: 2.5294, loss: 2.5294, grad_norm: 3.1784 2020-08-04 07:48:24,349 - mmaction - INFO - Epoch [150][1600/3757] lr: 3.726e-02, eta: 3 days, 20:24:56, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6539, loss_cls: 2.5751, loss: 2.5751, grad_norm: 3.1635 2020-08-04 07:48:40,103 - mmaction - INFO - Epoch [150][1620/3757] lr: 3.726e-02, eta: 3 days, 20:24:35, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6594, loss_cls: 2.5947, loss: 2.5947, grad_norm: 3.2361 2020-08-04 07:48:55,920 - mmaction - INFO - Epoch [150][1640/3757] lr: 3.726e-02, eta: 3 days, 20:24:15, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6555, loss_cls: 2.6892, loss: 2.6892, grad_norm: 3.2705 2020-08-04 07:49:11,700 - mmaction - INFO - Epoch [150][1660/3757] lr: 3.726e-02, eta: 3 days, 20:23:54, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6766, loss_cls: 2.5310, loss: 2.5310, grad_norm: 3.1763 2020-08-04 07:49:27,514 - mmaction - INFO - Epoch [150][1680/3757] lr: 3.726e-02, eta: 3 days, 20:23:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6656, loss_cls: 2.6179, loss: 2.6179, grad_norm: 3.2847 2020-08-04 07:49:43,335 - mmaction - INFO - Epoch [150][1700/3757] lr: 3.726e-02, eta: 3 days, 20:23:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6898, loss_cls: 2.5341, loss: 2.5341, grad_norm: 3.1733 2020-08-04 07:49:59,198 - mmaction - INFO - Epoch [150][1720/3757] lr: 3.726e-02, eta: 3 days, 20:22:52, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6703, loss_cls: 2.6448, loss: 2.6448, grad_norm: 3.2501 2020-08-04 07:50:15,030 - mmaction - INFO - Epoch [150][1740/3757] lr: 3.726e-02, eta: 3 days, 20:22:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6609, loss_cls: 2.6125, loss: 2.6125, grad_norm: 3.1351 2020-08-04 07:50:30,870 - mmaction - INFO - Epoch [150][1760/3757] lr: 3.726e-02, eta: 3 days, 20:22:11, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6578, loss_cls: 2.6379, loss: 2.6379, grad_norm: 3.1713 2020-08-04 07:50:46,699 - mmaction - INFO - Epoch [150][1780/3757] lr: 3.726e-02, eta: 3 days, 20:21:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6461, loss_cls: 2.6540, loss: 2.6540, grad_norm: 3.1651 2020-08-04 07:51:02,522 - mmaction - INFO - Epoch [150][1800/3757] lr: 3.726e-02, eta: 3 days, 20:21:30, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6711, loss_cls: 2.5775, loss: 2.5775, grad_norm: 3.1172 2020-08-04 07:51:18,348 - mmaction - INFO - Epoch [150][1820/3757] lr: 3.726e-02, eta: 3 days, 20:21:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6711, loss_cls: 2.5457, loss: 2.5457, grad_norm: 3.2328 2020-08-04 07:51:34,178 - mmaction - INFO - Epoch [150][1840/3757] lr: 3.726e-02, eta: 3 days, 20:20:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6594, loss_cls: 2.6341, loss: 2.6341, grad_norm: 3.3033 2020-08-04 07:51:49,996 - mmaction - INFO - Epoch [150][1860/3757] lr: 3.726e-02, eta: 3 days, 20:20:29, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6719, loss_cls: 2.5565, loss: 2.5565, grad_norm: 3.2327 2020-08-04 07:52:05,802 - mmaction - INFO - Epoch [150][1880/3757] lr: 3.726e-02, eta: 3 days, 20:20:08, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6664, loss_cls: 2.5468, loss: 2.5468, grad_norm: 3.2061 2020-08-04 07:52:21,664 - mmaction - INFO - Epoch [150][1900/3757] lr: 3.726e-02, eta: 3 days, 20:19:48, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6695, loss_cls: 2.6048, loss: 2.6048, grad_norm: 3.2116 2020-08-04 07:52:37,576 - mmaction - INFO - Epoch [150][1920/3757] lr: 3.726e-02, eta: 3 days, 20:19:28, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.7016, loss_cls: 2.4516, loss: 2.4516, grad_norm: 3.2400 2020-08-04 07:52:53,472 - mmaction - INFO - Epoch [150][1940/3757] lr: 3.726e-02, eta: 3 days, 20:19:08, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6711, loss_cls: 2.5851, loss: 2.5851, grad_norm: 3.2367 2020-08-04 07:53:09,218 - mmaction - INFO - Epoch [150][1960/3757] lr: 3.726e-02, eta: 3 days, 20:18:47, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6523, loss_cls: 2.6547, loss: 2.6547, grad_norm: 3.2812 2020-08-04 07:53:25,104 - mmaction - INFO - Epoch [150][1980/3757] lr: 3.726e-02, eta: 3 days, 20:18:26, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6609, loss_cls: 2.6387, loss: 2.6387, grad_norm: 3.1836 2020-08-04 07:53:40,846 - mmaction - INFO - Epoch [150][2000/3757] lr: 3.726e-02, eta: 3 days, 20:18:05, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6617, loss_cls: 2.6088, loss: 2.6088, grad_norm: 3.2005 2020-08-04 07:53:56,626 - mmaction - INFO - Epoch [150][2020/3757] lr: 3.726e-02, eta: 3 days, 20:17:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6922, loss_cls: 2.5405, loss: 2.5405, grad_norm: 3.2240 2020-08-04 07:54:12,512 - mmaction - INFO - Epoch [150][2040/3757] lr: 3.726e-02, eta: 3 days, 20:17:24, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6844, loss_cls: 2.5556, loss: 2.5556, grad_norm: 3.2317 2020-08-04 07:54:29,791 - mmaction - INFO - Epoch [150][2060/3757] lr: 3.726e-02, eta: 3 days, 20:17:11, time: 0.864, data_time: 0.028, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6586, loss_cls: 2.6644, loss: 2.6644, grad_norm: 3.2672 2020-08-04 07:54:45,659 - mmaction - INFO - Epoch [150][2080/3757] lr: 3.726e-02, eta: 3 days, 20:16:51, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6625, loss_cls: 2.6454, loss: 2.6454, grad_norm: 3.1804 2020-08-04 07:55:02,445 - mmaction - INFO - Epoch [150][2100/3757] lr: 3.726e-02, eta: 3 days, 20:16:35, time: 0.839, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6789, loss_cls: 2.5330, loss: 2.5330, grad_norm: 3.2676 2020-08-04 07:55:18,208 - mmaction - INFO - Epoch [150][2120/3757] lr: 3.726e-02, eta: 3 days, 20:16:14, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6562, loss_cls: 2.6742, loss: 2.6742, grad_norm: 3.2435 2020-08-04 07:55:34,025 - mmaction - INFO - Epoch [150][2140/3757] lr: 3.726e-02, eta: 3 days, 20:15:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6703, loss_cls: 2.6016, loss: 2.6016, grad_norm: 3.2949 2020-08-04 07:55:50,047 - mmaction - INFO - Epoch [150][2160/3757] lr: 3.726e-02, eta: 3 days, 20:15:34, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6891, loss_cls: 2.5010, loss: 2.5010, grad_norm: 3.2586 2020-08-04 07:56:06,794 - mmaction - INFO - Epoch [150][2180/3757] lr: 3.726e-02, eta: 3 days, 20:15:18, time: 0.837, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6633, loss_cls: 2.6636, loss: 2.6636, grad_norm: 3.2853 2020-08-04 07:56:22,586 - mmaction - INFO - Epoch [150][2200/3757] lr: 3.726e-02, eta: 3 days, 20:14:58, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6719, loss_cls: 2.5846, loss: 2.5846, grad_norm: 3.1981 2020-08-04 07:56:43,362 - mmaction - INFO - Epoch [150][2220/3757] lr: 3.726e-02, eta: 3 days, 20:15:01, time: 1.037, data_time: 0.003, memory: 6192, top1_acc: 0.3898, top5_acc: 0.6687, loss_cls: 2.6758, loss: 2.6758, grad_norm: 3.3267 2020-08-04 07:56:59,156 - mmaction - INFO - Epoch [150][2240/3757] lr: 3.726e-02, eta: 3 days, 20:14:41, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6773, loss_cls: 2.5283, loss: 2.5283, grad_norm: 3.2332 2020-08-04 07:57:15,737 - mmaction - INFO - Epoch [150][2260/3757] lr: 3.726e-02, eta: 3 days, 20:14:24, time: 0.828, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6742, loss_cls: 2.5065, loss: 2.5065, grad_norm: 3.1762 2020-08-04 07:57:31,514 - mmaction - INFO - Epoch [150][2280/3757] lr: 3.726e-02, eta: 3 days, 20:14:03, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6594, loss_cls: 2.5927, loss: 2.5927, grad_norm: 3.2185 2020-08-04 07:57:47,341 - mmaction - INFO - Epoch [150][2300/3757] lr: 3.726e-02, eta: 3 days, 20:13:43, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6742, loss_cls: 2.5564, loss: 2.5564, grad_norm: 3.3046 2020-08-04 07:58:03,240 - mmaction - INFO - Epoch [150][2320/3757] lr: 3.726e-02, eta: 3 days, 20:13:23, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6438, loss_cls: 2.6891, loss: 2.6891, grad_norm: 3.2273 2020-08-04 07:58:19,012 - mmaction - INFO - Epoch [150][2340/3757] lr: 3.726e-02, eta: 3 days, 20:13:02, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6664, loss_cls: 2.6122, loss: 2.6122, grad_norm: 3.1888 2020-08-04 07:58:34,823 - mmaction - INFO - Epoch [150][2360/3757] lr: 3.726e-02, eta: 3 days, 20:12:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6555, loss_cls: 2.6595, loss: 2.6595, grad_norm: 3.2333 2020-08-04 07:58:50,618 - mmaction - INFO - Epoch [150][2380/3757] lr: 3.726e-02, eta: 3 days, 20:12:21, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6859, loss_cls: 2.5207, loss: 2.5207, grad_norm: 3.1631 2020-08-04 07:59:06,402 - mmaction - INFO - Epoch [150][2400/3757] lr: 3.726e-02, eta: 3 days, 20:12:00, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6789, loss_cls: 2.5697, loss: 2.5697, grad_norm: 3.2482 2020-08-04 07:59:22,123 - mmaction - INFO - Epoch [150][2420/3757] lr: 3.726e-02, eta: 3 days, 20:11:39, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6664, loss_cls: 2.5587, loss: 2.5587, grad_norm: 3.2090 2020-08-04 07:59:37,890 - mmaction - INFO - Epoch [150][2440/3757] lr: 3.726e-02, eta: 3 days, 20:11:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6687, loss_cls: 2.5990, loss: 2.5990, grad_norm: 3.2853 2020-08-04 07:59:53,800 - mmaction - INFO - Epoch [150][2460/3757] lr: 3.726e-02, eta: 3 days, 20:10:58, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6461, loss_cls: 2.6517, loss: 2.6517, grad_norm: 3.2972 2020-08-04 08:00:13,549 - mmaction - INFO - Epoch [150][2480/3757] lr: 3.726e-02, eta: 3 days, 20:10:56, time: 0.982, data_time: 0.007, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6711, loss_cls: 2.5340, loss: 2.5340, grad_norm: 3.1855 2020-08-04 08:00:29,356 - mmaction - INFO - Epoch [150][2500/3757] lr: 3.726e-02, eta: 3 days, 20:10:36, time: 0.796, data_time: 0.011, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6492, loss_cls: 2.6408, loss: 2.6408, grad_norm: 3.1870 2020-08-04 08:00:45,190 - mmaction - INFO - Epoch [150][2520/3757] lr: 3.726e-02, eta: 3 days, 20:10:16, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6586, loss_cls: 2.6035, loss: 2.6035, grad_norm: 3.2311 2020-08-04 08:01:00,969 - mmaction - INFO - Epoch [150][2540/3757] lr: 3.726e-02, eta: 3 days, 20:09:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6680, loss_cls: 2.6030, loss: 2.6030, grad_norm: 3.2618 2020-08-04 08:01:16,833 - mmaction - INFO - Epoch [150][2560/3757] lr: 3.726e-02, eta: 3 days, 20:09:35, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6695, loss_cls: 2.5719, loss: 2.5719, grad_norm: 3.1889 2020-08-04 08:01:32,715 - mmaction - INFO - Epoch [150][2580/3757] lr: 3.726e-02, eta: 3 days, 20:09:15, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6578, loss_cls: 2.5601, loss: 2.5601, grad_norm: 3.1676 2020-08-04 08:01:48,543 - mmaction - INFO - Epoch [150][2600/3757] lr: 3.726e-02, eta: 3 days, 20:08:54, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6648, loss_cls: 2.5877, loss: 2.5877, grad_norm: 3.1414 2020-08-04 08:02:04,379 - mmaction - INFO - Epoch [150][2620/3757] lr: 3.726e-02, eta: 3 days, 20:08:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6727, loss_cls: 2.5618, loss: 2.5618, grad_norm: 3.1525 2020-08-04 08:02:20,158 - mmaction - INFO - Epoch [150][2640/3757] lr: 3.726e-02, eta: 3 days, 20:08:13, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6734, loss_cls: 2.5603, loss: 2.5603, grad_norm: 3.2676 2020-08-04 08:02:36,085 - mmaction - INFO - Epoch [150][2660/3757] lr: 3.726e-02, eta: 3 days, 20:07:53, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.3797, top5_acc: 0.6391, loss_cls: 2.7277, loss: 2.7277, grad_norm: 3.2800 2020-08-04 08:02:51,838 - mmaction - INFO - Epoch [150][2680/3757] lr: 3.726e-02, eta: 3 days, 20:07:33, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6344, loss_cls: 2.7092, loss: 2.7092, grad_norm: 3.3039 2020-08-04 08:03:07,525 - mmaction - INFO - Epoch [150][2700/3757] lr: 3.726e-02, eta: 3 days, 20:07:11, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6641, loss_cls: 2.6773, loss: 2.6773, grad_norm: 3.3298 2020-08-04 08:03:23,344 - mmaction - INFO - Epoch [150][2720/3757] lr: 3.726e-02, eta: 3 days, 20:06:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6969, loss_cls: 2.5010, loss: 2.5010, grad_norm: 3.2957 2020-08-04 08:03:39,098 - mmaction - INFO - Epoch [150][2740/3757] lr: 3.726e-02, eta: 3 days, 20:06:30, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6562, loss_cls: 2.6405, loss: 2.6405, grad_norm: 3.2129 2020-08-04 08:03:54,952 - mmaction - INFO - Epoch [150][2760/3757] lr: 3.726e-02, eta: 3 days, 20:06:10, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6797, loss_cls: 2.6317, loss: 2.6317, grad_norm: 3.1769 2020-08-04 08:04:10,724 - mmaction - INFO - Epoch [150][2780/3757] lr: 3.726e-02, eta: 3 days, 20:05:49, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6500, loss_cls: 2.6465, loss: 2.6465, grad_norm: 3.2153 2020-08-04 08:04:26,530 - mmaction - INFO - Epoch [150][2800/3757] lr: 3.726e-02, eta: 3 days, 20:05:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6445, loss_cls: 2.7201, loss: 2.7201, grad_norm: 3.2473 2020-08-04 08:04:42,319 - mmaction - INFO - Epoch [150][2820/3757] lr: 3.726e-02, eta: 3 days, 20:05:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6523, loss_cls: 2.6525, loss: 2.6525, grad_norm: 3.1703 2020-08-04 08:04:58,069 - mmaction - INFO - Epoch [150][2840/3757] lr: 3.726e-02, eta: 3 days, 20:04:47, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6656, loss_cls: 2.6503, loss: 2.6503, grad_norm: 3.2291 2020-08-04 08:05:13,832 - mmaction - INFO - Epoch [150][2860/3757] lr: 3.726e-02, eta: 3 days, 20:04:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6594, loss_cls: 2.6125, loss: 2.6125, grad_norm: 3.2549 2020-08-04 08:05:29,654 - mmaction - INFO - Epoch [150][2880/3757] lr: 3.726e-02, eta: 3 days, 20:04:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6898, loss_cls: 2.5649, loss: 2.5649, grad_norm: 3.2140 2020-08-04 08:05:45,468 - mmaction - INFO - Epoch [150][2900/3757] lr: 3.726e-02, eta: 3 days, 20:03:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6687, loss_cls: 2.5916, loss: 2.5916, grad_norm: 3.1426 2020-08-04 08:06:01,260 - mmaction - INFO - Epoch [150][2920/3757] lr: 3.726e-02, eta: 3 days, 20:03:25, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6680, loss_cls: 2.5193, loss: 2.5193, grad_norm: 3.1199 2020-08-04 08:06:17,058 - mmaction - INFO - Epoch [150][2940/3757] lr: 3.726e-02, eta: 3 days, 20:03:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6805, loss_cls: 2.5842, loss: 2.5842, grad_norm: 3.1974 2020-08-04 08:06:32,867 - mmaction - INFO - Epoch [150][2960/3757] lr: 3.726e-02, eta: 3 days, 20:02:44, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6695, loss_cls: 2.6043, loss: 2.6043, grad_norm: 3.2029 2020-08-04 08:06:48,622 - mmaction - INFO - Epoch [150][2980/3757] lr: 3.726e-02, eta: 3 days, 20:02:23, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6711, loss_cls: 2.5671, loss: 2.5671, grad_norm: 3.2926 2020-08-04 08:07:04,473 - mmaction - INFO - Epoch [150][3000/3757] lr: 3.726e-02, eta: 3 days, 20:02:03, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6586, loss_cls: 2.6036, loss: 2.6036, grad_norm: 3.1902 2020-08-04 08:07:20,241 - mmaction - INFO - Epoch [150][3020/3757] lr: 3.726e-02, eta: 3 days, 20:01:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6594, loss_cls: 2.6586, loss: 2.6586, grad_norm: 3.1533 2020-08-04 08:07:36,049 - mmaction - INFO - Epoch [150][3040/3757] lr: 3.726e-02, eta: 3 days, 20:01:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6555, loss_cls: 2.6965, loss: 2.6965, grad_norm: 3.2168 2020-08-04 08:07:51,891 - mmaction - INFO - Epoch [150][3060/3757] lr: 3.726e-02, eta: 3 days, 20:01:01, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6937, loss_cls: 2.4668, loss: 2.4668, grad_norm: 3.0643 2020-08-04 08:08:07,712 - mmaction - INFO - Epoch [150][3080/3757] lr: 3.726e-02, eta: 3 days, 20:00:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6547, loss_cls: 2.6595, loss: 2.6595, grad_norm: 3.2826 2020-08-04 08:08:23,590 - mmaction - INFO - Epoch [150][3100/3757] lr: 3.726e-02, eta: 3 days, 20:00:21, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6484, loss_cls: 2.6798, loss: 2.6798, grad_norm: 3.1451 2020-08-04 08:08:39,390 - mmaction - INFO - Epoch [150][3120/3757] lr: 3.726e-02, eta: 3 days, 20:00:00, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6883, loss_cls: 2.4889, loss: 2.4889, grad_norm: 3.1230 2020-08-04 08:08:55,214 - mmaction - INFO - Epoch [150][3140/3757] lr: 3.726e-02, eta: 3 days, 19:59:40, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6539, loss_cls: 2.6602, loss: 2.6602, grad_norm: 3.2904 2020-08-04 08:09:11,010 - mmaction - INFO - Epoch [150][3160/3757] lr: 3.726e-02, eta: 3 days, 19:59:19, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6562, loss_cls: 2.6664, loss: 2.6664, grad_norm: 3.1616 2020-08-04 08:09:26,814 - mmaction - INFO - Epoch [150][3180/3757] lr: 3.726e-02, eta: 3 days, 19:58:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6711, loss_cls: 2.6404, loss: 2.6404, grad_norm: 3.2316 2020-08-04 08:09:42,634 - mmaction - INFO - Epoch [150][3200/3757] lr: 3.726e-02, eta: 3 days, 19:58:38, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6773, loss_cls: 2.5439, loss: 2.5439, grad_norm: 3.2843 2020-08-04 08:09:58,433 - mmaction - INFO - Epoch [150][3220/3757] lr: 3.726e-02, eta: 3 days, 19:58:18, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6453, loss_cls: 2.6502, loss: 2.6502, grad_norm: 3.2509 2020-08-04 08:10:14,309 - mmaction - INFO - Epoch [150][3240/3757] lr: 3.726e-02, eta: 3 days, 19:57:57, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6555, loss_cls: 2.6154, loss: 2.6154, grad_norm: 3.2716 2020-08-04 08:10:30,078 - mmaction - INFO - Epoch [150][3260/3757] lr: 3.726e-02, eta: 3 days, 19:57:37, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6680, loss_cls: 2.5510, loss: 2.5510, grad_norm: 3.2325 2020-08-04 08:10:45,890 - mmaction - INFO - Epoch [150][3280/3757] lr: 3.726e-02, eta: 3 days, 19:57:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6453, loss_cls: 2.6887, loss: 2.6887, grad_norm: 3.1735 2020-08-04 08:11:01,727 - mmaction - INFO - Epoch [150][3300/3757] lr: 3.726e-02, eta: 3 days, 19:56:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6547, loss_cls: 2.6117, loss: 2.6117, grad_norm: 3.2417 2020-08-04 08:11:17,618 - mmaction - INFO - Epoch [150][3320/3757] lr: 3.726e-02, eta: 3 days, 19:56:36, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6594, loss_cls: 2.6421, loss: 2.6421, grad_norm: 3.3303 2020-08-04 08:11:33,449 - mmaction - INFO - Epoch [150][3340/3757] lr: 3.726e-02, eta: 3 days, 19:56:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6648, loss_cls: 2.6173, loss: 2.6173, grad_norm: 3.2747 2020-08-04 08:11:49,211 - mmaction - INFO - Epoch [150][3360/3757] lr: 3.726e-02, eta: 3 days, 19:55:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6773, loss_cls: 2.5450, loss: 2.5450, grad_norm: 3.2097 2020-08-04 08:12:05,058 - mmaction - INFO - Epoch [150][3380/3757] lr: 3.726e-02, eta: 3 days, 19:55:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6750, loss_cls: 2.5904, loss: 2.5904, grad_norm: 3.1887 2020-08-04 08:12:20,837 - mmaction - INFO - Epoch [150][3400/3757] lr: 3.726e-02, eta: 3 days, 19:55:14, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6602, loss_cls: 2.6446, loss: 2.6446, grad_norm: 3.1549 2020-08-04 08:12:36,731 - mmaction - INFO - Epoch [150][3420/3757] lr: 3.726e-02, eta: 3 days, 19:54:54, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6484, loss_cls: 2.6791, loss: 2.6791, grad_norm: 3.0988 2020-08-04 08:12:52,627 - mmaction - INFO - Epoch [150][3440/3757] lr: 3.726e-02, eta: 3 days, 19:54:34, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6641, loss_cls: 2.6278, loss: 2.6278, grad_norm: 3.1230 2020-08-04 08:13:08,386 - mmaction - INFO - Epoch [150][3460/3757] lr: 3.726e-02, eta: 3 days, 19:54:13, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6758, loss_cls: 2.5795, loss: 2.5795, grad_norm: 3.1493 2020-08-04 08:13:24,225 - mmaction - INFO - Epoch [150][3480/3757] lr: 3.726e-02, eta: 3 days, 19:53:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6656, loss_cls: 2.6069, loss: 2.6069, grad_norm: 3.1887 2020-08-04 08:13:39,957 - mmaction - INFO - Epoch [150][3500/3757] lr: 3.726e-02, eta: 3 days, 19:53:32, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6687, loss_cls: 2.6264, loss: 2.6264, grad_norm: 3.2713 2020-08-04 08:13:55,780 - mmaction - INFO - Epoch [150][3520/3757] lr: 3.726e-02, eta: 3 days, 19:53:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6562, loss_cls: 2.5911, loss: 2.5911, grad_norm: 3.1465 2020-08-04 08:14:11,619 - mmaction - INFO - Epoch [150][3540/3757] lr: 3.726e-02, eta: 3 days, 19:52:52, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6742, loss_cls: 2.5395, loss: 2.5395, grad_norm: 3.1768 2020-08-04 08:14:27,361 - mmaction - INFO - Epoch [150][3560/3757] lr: 3.726e-02, eta: 3 days, 19:52:31, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6523, loss_cls: 2.6510, loss: 2.6510, grad_norm: 3.3084 2020-08-04 08:14:43,143 - mmaction - INFO - Epoch [150][3580/3757] lr: 3.726e-02, eta: 3 days, 19:52:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6719, loss_cls: 2.5969, loss: 2.5969, grad_norm: 3.2104 2020-08-04 08:14:58,926 - mmaction - INFO - Epoch [150][3600/3757] lr: 3.726e-02, eta: 3 days, 19:51:50, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6797, loss_cls: 2.5240, loss: 2.5240, grad_norm: 3.1931 2020-08-04 08:15:14,752 - mmaction - INFO - Epoch [150][3620/3757] lr: 3.726e-02, eta: 3 days, 19:51:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6687, loss_cls: 2.5993, loss: 2.5993, grad_norm: 3.2481 2020-08-04 08:15:30,603 - mmaction - INFO - Epoch [150][3640/3757] lr: 3.726e-02, eta: 3 days, 19:51:09, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6695, loss_cls: 2.6133, loss: 2.6133, grad_norm: 3.1765 2020-08-04 08:15:46,325 - mmaction - INFO - Epoch [150][3660/3757] lr: 3.726e-02, eta: 3 days, 19:50:48, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6758, loss_cls: 2.4972, loss: 2.4972, grad_norm: 3.1510 2020-08-04 08:16:02,081 - mmaction - INFO - Epoch [150][3680/3757] lr: 3.726e-02, eta: 3 days, 19:50:28, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6742, loss_cls: 2.5315, loss: 2.5315, grad_norm: 3.2517 2020-08-04 08:16:17,894 - mmaction - INFO - Epoch [150][3700/3757] lr: 3.726e-02, eta: 3 days, 19:50:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6820, loss_cls: 2.5279, loss: 2.5279, grad_norm: 3.1274 2020-08-04 08:16:33,724 - mmaction - INFO - Epoch [150][3720/3757] lr: 3.726e-02, eta: 3 days, 19:49:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6547, loss_cls: 2.6237, loss: 2.6237, grad_norm: 3.1263 2020-08-04 08:16:49,571 - mmaction - INFO - Epoch [150][3740/3757] lr: 3.726e-02, eta: 3 days, 19:49:26, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6664, loss_cls: 2.6000, loss: 2.6000, grad_norm: 3.1773 2020-08-04 08:19:32,045 - mmaction - INFO - Epoch [151][20/3757] lr: 3.666e-02, eta: 3 days, 19:57:52, time: 7.103, data_time: 6.229, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6750, loss_cls: 2.5124, loss: 2.5124, grad_norm: 3.1569 2020-08-04 08:19:47,846 - mmaction - INFO - Epoch [151][40/3757] lr: 3.666e-02, eta: 3 days, 19:57:32, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6852, loss_cls: 2.4855, loss: 2.4855, grad_norm: 3.2189 2020-08-04 08:20:03,760 - mmaction - INFO - Epoch [151][60/3757] lr: 3.666e-02, eta: 3 days, 19:57:12, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6734, loss_cls: 2.5446, loss: 2.5446, grad_norm: 3.3234 2020-08-04 08:20:19,444 - mmaction - INFO - Epoch [151][80/3757] lr: 3.666e-02, eta: 3 days, 19:56:50, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6836, loss_cls: 2.5440, loss: 2.5440, grad_norm: 3.2512 2020-08-04 08:20:35,222 - mmaction - INFO - Epoch [151][100/3757] lr: 3.666e-02, eta: 3 days, 19:56:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6727, loss_cls: 2.6112, loss: 2.6112, grad_norm: 3.3332 2020-08-04 08:20:51,136 - mmaction - INFO - Epoch [151][120/3757] lr: 3.666e-02, eta: 3 days, 19:56:09, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6945, loss_cls: 2.4199, loss: 2.4199, grad_norm: 3.1140 2020-08-04 08:21:07,213 - mmaction - INFO - Epoch [151][140/3757] lr: 3.666e-02, eta: 3 days, 19:55:50, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6656, loss_cls: 2.5966, loss: 2.5966, grad_norm: 3.2913 2020-08-04 08:21:23,013 - mmaction - INFO - Epoch [151][160/3757] lr: 3.666e-02, eta: 3 days, 19:55:30, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6734, loss_cls: 2.6025, loss: 2.6025, grad_norm: 3.3109 2020-08-04 08:21:38,907 - mmaction - INFO - Epoch [151][180/3757] lr: 3.666e-02, eta: 3 days, 19:55:09, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6820, loss_cls: 2.5896, loss: 2.5896, grad_norm: 3.2976 2020-08-04 08:21:54,876 - mmaction - INFO - Epoch [151][200/3757] lr: 3.666e-02, eta: 3 days, 19:54:50, time: 0.798, data_time: 0.006, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6625, loss_cls: 2.5704, loss: 2.5704, grad_norm: 3.2327 2020-08-04 08:22:10,722 - mmaction - INFO - Epoch [151][220/3757] lr: 3.666e-02, eta: 3 days, 19:54:29, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6492, loss_cls: 2.7084, loss: 2.7084, grad_norm: 3.3124 2020-08-04 08:22:26,571 - mmaction - INFO - Epoch [151][240/3757] lr: 3.666e-02, eta: 3 days, 19:54:09, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.7000, loss_cls: 2.4640, loss: 2.4640, grad_norm: 3.1492 2020-08-04 08:22:42,413 - mmaction - INFO - Epoch [151][260/3757] lr: 3.666e-02, eta: 3 days, 19:53:49, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6883, loss_cls: 2.5758, loss: 2.5758, grad_norm: 3.2207 2020-08-04 08:22:58,373 - mmaction - INFO - Epoch [151][280/3757] lr: 3.666e-02, eta: 3 days, 19:53:29, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6516, loss_cls: 2.6490, loss: 2.6490, grad_norm: 3.2225 2020-08-04 08:23:20,913 - mmaction - INFO - Epoch [151][300/3757] lr: 3.666e-02, eta: 3 days, 19:53:41, time: 1.127, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6766, loss_cls: 2.6260, loss: 2.6260, grad_norm: 3.2864 2020-08-04 08:23:36,809 - mmaction - INFO - Epoch [151][320/3757] lr: 3.666e-02, eta: 3 days, 19:53:20, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6609, loss_cls: 2.5767, loss: 2.5767, grad_norm: 3.1421 2020-08-04 08:23:53,886 - mmaction - INFO - Epoch [151][340/3757] lr: 3.666e-02, eta: 3 days, 19:53:06, time: 0.854, data_time: 0.023, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6641, loss_cls: 2.6021, loss: 2.6021, grad_norm: 3.2743 2020-08-04 08:24:10,027 - mmaction - INFO - Epoch [151][360/3757] lr: 3.666e-02, eta: 3 days, 19:52:47, time: 0.808, data_time: 0.020, memory: 6192, top1_acc: 0.3820, top5_acc: 0.6422, loss_cls: 2.7447, loss: 2.7447, grad_norm: 3.2636 2020-08-04 08:24:26,214 - mmaction - INFO - Epoch [151][380/3757] lr: 3.666e-02, eta: 3 days, 19:52:28, time: 0.809, data_time: 0.020, memory: 6192, top1_acc: 0.4234, top5_acc: 0.7000, loss_cls: 2.4581, loss: 2.4581, grad_norm: 3.3102 2020-08-04 08:24:42,619 - mmaction - INFO - Epoch [151][400/3757] lr: 3.666e-02, eta: 3 days, 19:52:11, time: 0.820, data_time: 0.023, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6602, loss_cls: 2.6012, loss: 2.6012, grad_norm: 3.3199 2020-08-04 08:24:58,757 - mmaction - INFO - Epoch [151][420/3757] lr: 3.666e-02, eta: 3 days, 19:51:52, time: 0.807, data_time: 0.016, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6727, loss_cls: 2.5925, loss: 2.5925, grad_norm: 3.1996 2020-08-04 08:25:14,967 - mmaction - INFO - Epoch [151][440/3757] lr: 3.666e-02, eta: 3 days, 19:51:33, time: 0.810, data_time: 0.026, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6719, loss_cls: 2.5304, loss: 2.5304, grad_norm: 3.1231 2020-08-04 08:25:31,643 - mmaction - INFO - Epoch [151][460/3757] lr: 3.666e-02, eta: 3 days, 19:51:17, time: 0.834, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6539, loss_cls: 2.5712, loss: 2.5712, grad_norm: 3.2436 2020-08-04 08:25:48,632 - mmaction - INFO - Epoch [151][480/3757] lr: 3.666e-02, eta: 3 days, 19:51:02, time: 0.850, data_time: 0.058, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6805, loss_cls: 2.5779, loss: 2.5779, grad_norm: 3.2768 2020-08-04 08:26:04,398 - mmaction - INFO - Epoch [151][500/3757] lr: 3.666e-02, eta: 3 days, 19:50:41, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6617, loss_cls: 2.5999, loss: 2.5999, grad_norm: 3.1337 2020-08-04 08:26:20,152 - mmaction - INFO - Epoch [151][520/3757] lr: 3.666e-02, eta: 3 days, 19:50:20, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6617, loss_cls: 2.6570, loss: 2.6570, grad_norm: 3.1212 2020-08-04 08:26:36,036 - mmaction - INFO - Epoch [151][540/3757] lr: 3.666e-02, eta: 3 days, 19:50:00, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.6250, loss: 2.6250, grad_norm: 3.1277 2020-08-04 08:26:51,859 - mmaction - INFO - Epoch [151][560/3757] lr: 3.666e-02, eta: 3 days, 19:49:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6789, loss_cls: 2.5878, loss: 2.5878, grad_norm: 3.1933 2020-08-04 08:27:07,897 - mmaction - INFO - Epoch [151][580/3757] lr: 3.666e-02, eta: 3 days, 19:49:20, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6562, loss_cls: 2.5799, loss: 2.5799, grad_norm: 3.2399 2020-08-04 08:27:23,689 - mmaction - INFO - Epoch [151][600/3757] lr: 3.666e-02, eta: 3 days, 19:49:00, time: 0.791, data_time: 0.007, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6430, loss_cls: 2.7029, loss: 2.7029, grad_norm: 3.2747 2020-08-04 08:27:39,902 - mmaction - INFO - Epoch [151][620/3757] lr: 3.666e-02, eta: 3 days, 19:48:41, time: 0.810, data_time: 0.023, memory: 6192, top1_acc: 0.3922, top5_acc: 0.6586, loss_cls: 2.6771, loss: 2.6771, grad_norm: 3.1436 2020-08-04 08:27:56,108 - mmaction - INFO - Epoch [151][640/3757] lr: 3.666e-02, eta: 3 days, 19:48:22, time: 0.810, data_time: 0.027, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6766, loss_cls: 2.5726, loss: 2.5726, grad_norm: 3.2050 2020-08-04 08:28:12,325 - mmaction - INFO - Epoch [151][660/3757] lr: 3.666e-02, eta: 3 days, 19:48:04, time: 0.811, data_time: 0.018, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6703, loss_cls: 2.6071, loss: 2.6071, grad_norm: 3.2245 2020-08-04 08:28:28,096 - mmaction - INFO - Epoch [151][680/3757] lr: 3.666e-02, eta: 3 days, 19:47:43, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6570, loss_cls: 2.6533, loss: 2.6533, grad_norm: 3.1964 2020-08-04 08:28:43,941 - mmaction - INFO - Epoch [151][700/3757] lr: 3.666e-02, eta: 3 days, 19:47:23, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6734, loss_cls: 2.6271, loss: 2.6271, grad_norm: 3.1654 2020-08-04 08:28:59,770 - mmaction - INFO - Epoch [151][720/3757] lr: 3.666e-02, eta: 3 days, 19:47:02, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6773, loss_cls: 2.5692, loss: 2.5692, grad_norm: 3.2560 2020-08-04 08:29:15,534 - mmaction - INFO - Epoch [151][740/3757] lr: 3.666e-02, eta: 3 days, 19:46:41, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6344, loss_cls: 2.7178, loss: 2.7178, grad_norm: 3.3193 2020-08-04 08:29:31,365 - mmaction - INFO - Epoch [151][760/3757] lr: 3.666e-02, eta: 3 days, 19:46:21, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6773, loss_cls: 2.5288, loss: 2.5288, grad_norm: 3.0878 2020-08-04 08:29:47,166 - mmaction - INFO - Epoch [151][780/3757] lr: 3.666e-02, eta: 3 days, 19:46:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6773, loss_cls: 2.5711, loss: 2.5711, grad_norm: 3.2441 2020-08-04 08:30:03,022 - mmaction - INFO - Epoch [151][800/3757] lr: 3.666e-02, eta: 3 days, 19:45:40, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6719, loss_cls: 2.5612, loss: 2.5612, grad_norm: 3.1691 2020-08-04 08:30:18,748 - mmaction - INFO - Epoch [151][820/3757] lr: 3.666e-02, eta: 3 days, 19:45:19, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6500, loss_cls: 2.6342, loss: 2.6342, grad_norm: 3.1462 2020-08-04 08:30:34,587 - mmaction - INFO - Epoch [151][840/3757] lr: 3.666e-02, eta: 3 days, 19:44:59, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6727, loss_cls: 2.5959, loss: 2.5959, grad_norm: 3.2878 2020-08-04 08:30:50,751 - mmaction - INFO - Epoch [151][860/3757] lr: 3.666e-02, eta: 3 days, 19:44:40, time: 0.808, data_time: 0.024, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6703, loss_cls: 2.5877, loss: 2.5877, grad_norm: 3.3067 2020-08-04 08:31:06,772 - mmaction - INFO - Epoch [151][880/3757] lr: 3.666e-02, eta: 3 days, 19:44:21, time: 0.800, data_time: 0.016, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6586, loss_cls: 2.6192, loss: 2.6192, grad_norm: 3.1965 2020-08-04 08:31:23,060 - mmaction - INFO - Epoch [151][900/3757] lr: 3.666e-02, eta: 3 days, 19:44:03, time: 0.815, data_time: 0.026, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6820, loss_cls: 2.5411, loss: 2.5411, grad_norm: 3.2465 2020-08-04 08:31:39,243 - mmaction - INFO - Epoch [151][920/3757] lr: 3.666e-02, eta: 3 days, 19:43:44, time: 0.808, data_time: 0.022, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6891, loss_cls: 2.4797, loss: 2.4797, grad_norm: 3.1301 2020-08-04 08:31:55,033 - mmaction - INFO - Epoch [151][940/3757] lr: 3.666e-02, eta: 3 days, 19:43:23, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6797, loss_cls: 2.5306, loss: 2.5306, grad_norm: 3.2869 2020-08-04 08:32:10,865 - mmaction - INFO - Epoch [151][960/3757] lr: 3.666e-02, eta: 3 days, 19:43:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6609, loss_cls: 2.6445, loss: 2.6445, grad_norm: 3.3154 2020-08-04 08:32:26,728 - mmaction - INFO - Epoch [151][980/3757] lr: 3.666e-02, eta: 3 days, 19:42:43, time: 0.793, data_time: 0.010, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6586, loss_cls: 2.5936, loss: 2.5936, grad_norm: 3.1569 2020-08-04 08:32:42,557 - mmaction - INFO - Epoch [151][1000/3757] lr: 3.666e-02, eta: 3 days, 19:42:22, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6859, loss_cls: 2.4854, loss: 2.4854, grad_norm: 3.1754 2020-08-04 08:32:58,453 - mmaction - INFO - Epoch [151][1020/3757] lr: 3.666e-02, eta: 3 days, 19:42:02, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6773, loss_cls: 2.5770, loss: 2.5770, grad_norm: 3.2251 2020-08-04 08:33:14,222 - mmaction - INFO - Epoch [151][1040/3757] lr: 3.666e-02, eta: 3 days, 19:41:42, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6664, loss_cls: 2.6621, loss: 2.6621, grad_norm: 3.2584 2020-08-04 08:33:30,078 - mmaction - INFO - Epoch [151][1060/3757] lr: 3.666e-02, eta: 3 days, 19:41:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6617, loss_cls: 2.6592, loss: 2.6592, grad_norm: 3.2090 2020-08-04 08:33:45,924 - mmaction - INFO - Epoch [151][1080/3757] lr: 3.666e-02, eta: 3 days, 19:41:01, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6680, loss_cls: 2.5589, loss: 2.5589, grad_norm: 3.2168 2020-08-04 08:34:01,787 - mmaction - INFO - Epoch [151][1100/3757] lr: 3.666e-02, eta: 3 days, 19:40:41, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6648, loss_cls: 2.5468, loss: 2.5468, grad_norm: 3.1962 2020-08-04 08:34:17,636 - mmaction - INFO - Epoch [151][1120/3757] lr: 3.666e-02, eta: 3 days, 19:40:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6383, loss_cls: 2.7444, loss: 2.7444, grad_norm: 3.3195 2020-08-04 08:34:33,643 - mmaction - INFO - Epoch [151][1140/3757] lr: 3.666e-02, eta: 3 days, 19:40:01, time: 0.802, data_time: 0.011, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6641, loss_cls: 2.6387, loss: 2.6387, grad_norm: 3.2886 2020-08-04 08:34:49,443 - mmaction - INFO - Epoch [151][1160/3757] lr: 3.666e-02, eta: 3 days, 19:39:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6586, loss_cls: 2.6668, loss: 2.6668, grad_norm: 3.2435 2020-08-04 08:35:05,358 - mmaction - INFO - Epoch [151][1180/3757] lr: 3.666e-02, eta: 3 days, 19:39:21, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6523, loss_cls: 2.6336, loss: 2.6336, grad_norm: 3.2432 2020-08-04 08:35:21,104 - mmaction - INFO - Epoch [151][1200/3757] lr: 3.666e-02, eta: 3 days, 19:39:00, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6781, loss_cls: 2.5492, loss: 2.5492, grad_norm: 3.1724 2020-08-04 08:35:36,983 - mmaction - INFO - Epoch [151][1220/3757] lr: 3.666e-02, eta: 3 days, 19:38:40, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6820, loss_cls: 2.5447, loss: 2.5447, grad_norm: 3.0996 2020-08-04 08:35:52,822 - mmaction - INFO - Epoch [151][1240/3757] lr: 3.666e-02, eta: 3 days, 19:38:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6742, loss_cls: 2.5417, loss: 2.5417, grad_norm: 3.2394 2020-08-04 08:36:08,547 - mmaction - INFO - Epoch [151][1260/3757] lr: 3.666e-02, eta: 3 days, 19:37:58, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6477, loss_cls: 2.6968, loss: 2.6968, grad_norm: 3.2630 2020-08-04 08:36:24,436 - mmaction - INFO - Epoch [151][1280/3757] lr: 3.666e-02, eta: 3 days, 19:37:38, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6719, loss_cls: 2.6168, loss: 2.6168, grad_norm: 3.2966 2020-08-04 08:36:40,183 - mmaction - INFO - Epoch [151][1300/3757] lr: 3.666e-02, eta: 3 days, 19:37:18, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6875, loss_cls: 2.5414, loss: 2.5414, grad_norm: 3.3148 2020-08-04 08:36:55,983 - mmaction - INFO - Epoch [151][1320/3757] lr: 3.666e-02, eta: 3 days, 19:36:57, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.5533, loss: 2.5533, grad_norm: 3.2217 2020-08-04 08:37:11,814 - mmaction - INFO - Epoch [151][1340/3757] lr: 3.666e-02, eta: 3 days, 19:36:37, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.6272, loss: 2.6272, grad_norm: 3.2863 2020-08-04 08:37:27,619 - mmaction - INFO - Epoch [151][1360/3757] lr: 3.666e-02, eta: 3 days, 19:36:16, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6680, loss_cls: 2.5936, loss: 2.5936, grad_norm: 3.3164 2020-08-04 08:37:43,475 - mmaction - INFO - Epoch [151][1380/3757] lr: 3.666e-02, eta: 3 days, 19:35:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3867, top5_acc: 0.6664, loss_cls: 2.6314, loss: 2.6314, grad_norm: 3.3390 2020-08-04 08:37:59,300 - mmaction - INFO - Epoch [151][1400/3757] lr: 3.666e-02, eta: 3 days, 19:35:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6828, loss_cls: 2.5834, loss: 2.5834, grad_norm: 3.3835 2020-08-04 08:38:15,072 - mmaction - INFO - Epoch [151][1420/3757] lr: 3.666e-02, eta: 3 days, 19:35:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6758, loss_cls: 2.5825, loss: 2.5825, grad_norm: 3.3696 2020-08-04 08:38:30,859 - mmaction - INFO - Epoch [151][1440/3757] lr: 3.666e-02, eta: 3 days, 19:34:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6438, loss_cls: 2.7185, loss: 2.7185, grad_norm: 3.3507 2020-08-04 08:38:46,716 - mmaction - INFO - Epoch [151][1460/3757] lr: 3.666e-02, eta: 3 days, 19:34:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6477, loss_cls: 2.7003, loss: 2.7003, grad_norm: 3.2558 2020-08-04 08:39:02,506 - mmaction - INFO - Epoch [151][1480/3757] lr: 3.666e-02, eta: 3 days, 19:34:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6500, loss_cls: 2.6453, loss: 2.6453, grad_norm: 3.1675 2020-08-04 08:39:18,450 - mmaction - INFO - Epoch [151][1500/3757] lr: 3.666e-02, eta: 3 days, 19:33:54, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6656, loss_cls: 2.5774, loss: 2.5774, grad_norm: 3.2112 2020-08-04 08:39:34,343 - mmaction - INFO - Epoch [151][1520/3757] lr: 3.666e-02, eta: 3 days, 19:33:34, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6789, loss_cls: 2.5223, loss: 2.5223, grad_norm: 3.2609 2020-08-04 08:39:50,101 - mmaction - INFO - Epoch [151][1540/3757] lr: 3.666e-02, eta: 3 days, 19:33:13, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6680, loss_cls: 2.6112, loss: 2.6112, grad_norm: 3.3997 2020-08-04 08:40:05,922 - mmaction - INFO - Epoch [151][1560/3757] lr: 3.666e-02, eta: 3 days, 19:32:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6781, loss_cls: 2.5243, loss: 2.5243, grad_norm: 3.2309 2020-08-04 08:40:21,632 - mmaction - INFO - Epoch [151][1580/3757] lr: 3.666e-02, eta: 3 days, 19:32:32, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6695, loss_cls: 2.6031, loss: 2.6031, grad_norm: 3.2254 2020-08-04 08:40:37,444 - mmaction - INFO - Epoch [151][1600/3757] lr: 3.666e-02, eta: 3 days, 19:32:12, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6641, loss_cls: 2.6481, loss: 2.6481, grad_norm: 3.2242 2020-08-04 08:40:53,270 - mmaction - INFO - Epoch [151][1620/3757] lr: 3.666e-02, eta: 3 days, 19:31:51, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6680, loss_cls: 2.5933, loss: 2.5933, grad_norm: 3.2635 2020-08-04 08:41:09,043 - mmaction - INFO - Epoch [151][1640/3757] lr: 3.666e-02, eta: 3 days, 19:31:31, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6680, loss_cls: 2.6565, loss: 2.6565, grad_norm: 3.2294 2020-08-04 08:41:24,880 - mmaction - INFO - Epoch [151][1660/3757] lr: 3.666e-02, eta: 3 days, 19:31:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6508, loss_cls: 2.6512, loss: 2.6512, grad_norm: 3.2668 2020-08-04 08:41:40,631 - mmaction - INFO - Epoch [151][1680/3757] lr: 3.666e-02, eta: 3 days, 19:30:50, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6633, loss_cls: 2.5689, loss: 2.5689, grad_norm: 3.1924 2020-08-04 08:41:56,455 - mmaction - INFO - Epoch [151][1700/3757] lr: 3.666e-02, eta: 3 days, 19:30:29, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6797, loss_cls: 2.5730, loss: 2.5730, grad_norm: 3.3073 2020-08-04 08:42:12,284 - mmaction - INFO - Epoch [151][1720/3757] lr: 3.666e-02, eta: 3 days, 19:30:09, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6719, loss_cls: 2.5545, loss: 2.5545, grad_norm: 3.2535 2020-08-04 08:42:28,115 - mmaction - INFO - Epoch [151][1740/3757] lr: 3.666e-02, eta: 3 days, 19:29:49, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6547, loss_cls: 2.6879, loss: 2.6879, grad_norm: 3.1347 2020-08-04 08:42:43,908 - mmaction - INFO - Epoch [151][1760/3757] lr: 3.666e-02, eta: 3 days, 19:29:28, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6672, loss_cls: 2.6411, loss: 2.6411, grad_norm: 3.2585 2020-08-04 08:42:59,799 - mmaction - INFO - Epoch [151][1780/3757] lr: 3.666e-02, eta: 3 days, 19:29:08, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6508, loss_cls: 2.6185, loss: 2.6185, grad_norm: 3.1714 2020-08-04 08:43:15,586 - mmaction - INFO - Epoch [151][1800/3757] lr: 3.666e-02, eta: 3 days, 19:28:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6742, loss_cls: 2.5133, loss: 2.5133, grad_norm: 3.2124 2020-08-04 08:43:31,403 - mmaction - INFO - Epoch [151][1820/3757] lr: 3.666e-02, eta: 3 days, 19:28:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6578, loss_cls: 2.6365, loss: 2.6365, grad_norm: 3.2771 2020-08-04 08:43:47,195 - mmaction - INFO - Epoch [151][1840/3757] lr: 3.666e-02, eta: 3 days, 19:28:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6508, loss_cls: 2.6931, loss: 2.6931, grad_norm: 3.2818 2020-08-04 08:44:03,067 - mmaction - INFO - Epoch [151][1860/3757] lr: 3.666e-02, eta: 3 days, 19:27:47, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6789, loss_cls: 2.5820, loss: 2.5820, grad_norm: 3.2537 2020-08-04 08:44:18,893 - mmaction - INFO - Epoch [151][1880/3757] lr: 3.666e-02, eta: 3 days, 19:27:27, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6664, loss_cls: 2.6481, loss: 2.6481, grad_norm: 3.2600 2020-08-04 08:44:34,739 - mmaction - INFO - Epoch [151][1900/3757] lr: 3.666e-02, eta: 3 days, 19:27:07, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6750, loss_cls: 2.5317, loss: 2.5317, grad_norm: 3.2139 2020-08-04 08:44:50,563 - mmaction - INFO - Epoch [151][1920/3757] lr: 3.666e-02, eta: 3 days, 19:26:46, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6578, loss_cls: 2.6322, loss: 2.6322, grad_norm: 3.2485 2020-08-04 08:45:06,377 - mmaction - INFO - Epoch [151][1940/3757] lr: 3.666e-02, eta: 3 days, 19:26:26, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6687, loss_cls: 2.5366, loss: 2.5366, grad_norm: 3.1607 2020-08-04 08:45:22,140 - mmaction - INFO - Epoch [151][1960/3757] lr: 3.666e-02, eta: 3 days, 19:26:05, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6453, loss_cls: 2.7164, loss: 2.7164, grad_norm: 3.3249 2020-08-04 08:45:37,954 - mmaction - INFO - Epoch [151][1980/3757] lr: 3.666e-02, eta: 3 days, 19:25:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6758, loss_cls: 2.5643, loss: 2.5643, grad_norm: 3.1650 2020-08-04 08:45:53,732 - mmaction - INFO - Epoch [151][2000/3757] lr: 3.666e-02, eta: 3 days, 19:25:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6773, loss_cls: 2.5525, loss: 2.5525, grad_norm: 3.2404 2020-08-04 08:46:09,534 - mmaction - INFO - Epoch [151][2020/3757] lr: 3.666e-02, eta: 3 days, 19:25:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6656, loss_cls: 2.6624, loss: 2.6624, grad_norm: 3.2677 2020-08-04 08:46:25,336 - mmaction - INFO - Epoch [151][2040/3757] lr: 3.666e-02, eta: 3 days, 19:24:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6781, loss_cls: 2.5657, loss: 2.5657, grad_norm: 3.2895 2020-08-04 08:46:41,127 - mmaction - INFO - Epoch [151][2060/3757] lr: 3.666e-02, eta: 3 days, 19:24:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6609, loss_cls: 2.6265, loss: 2.6265, grad_norm: 3.2168 2020-08-04 08:46:57,009 - mmaction - INFO - Epoch [151][2080/3757] lr: 3.666e-02, eta: 3 days, 19:24:03, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6805, loss_cls: 2.5100, loss: 2.5100, grad_norm: 3.1302 2020-08-04 08:47:12,752 - mmaction - INFO - Epoch [151][2100/3757] lr: 3.666e-02, eta: 3 days, 19:23:42, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6461, loss_cls: 2.6731, loss: 2.6731, grad_norm: 3.2240 2020-08-04 08:47:28,560 - mmaction - INFO - Epoch [151][2120/3757] lr: 3.666e-02, eta: 3 days, 19:23:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6484, loss_cls: 2.6981, loss: 2.6981, grad_norm: 3.2576 2020-08-04 08:47:44,491 - mmaction - INFO - Epoch [151][2140/3757] lr: 3.666e-02, eta: 3 days, 19:23:02, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6805, loss_cls: 2.5382, loss: 2.5382, grad_norm: 3.1977 2020-08-04 08:48:00,217 - mmaction - INFO - Epoch [151][2160/3757] lr: 3.666e-02, eta: 3 days, 19:22:41, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6781, loss_cls: 2.5340, loss: 2.5340, grad_norm: 3.1322 2020-08-04 08:48:16,205 - mmaction - INFO - Epoch [151][2180/3757] lr: 3.666e-02, eta: 3 days, 19:22:22, time: 0.801, data_time: 0.006, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6695, loss_cls: 2.5884, loss: 2.5884, grad_norm: 3.2575 2020-08-04 08:48:32,005 - mmaction - INFO - Epoch [151][2200/3757] lr: 3.666e-02, eta: 3 days, 19:22:02, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6742, loss_cls: 2.5691, loss: 2.5691, grad_norm: 3.1553 2020-08-04 08:48:47,867 - mmaction - INFO - Epoch [151][2220/3757] lr: 3.666e-02, eta: 3 days, 19:21:41, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6820, loss_cls: 2.5680, loss: 2.5680, grad_norm: 3.2287 2020-08-04 08:49:03,620 - mmaction - INFO - Epoch [151][2240/3757] lr: 3.666e-02, eta: 3 days, 19:21:21, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6547, loss_cls: 2.6374, loss: 2.6374, grad_norm: 3.2716 2020-08-04 08:49:19,401 - mmaction - INFO - Epoch [151][2260/3757] lr: 3.666e-02, eta: 3 days, 19:21:00, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6789, loss_cls: 2.5122, loss: 2.5122, grad_norm: 3.1893 2020-08-04 08:49:35,172 - mmaction - INFO - Epoch [151][2280/3757] lr: 3.666e-02, eta: 3 days, 19:20:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6859, loss_cls: 2.4661, loss: 2.4661, grad_norm: 3.2090 2020-08-04 08:49:50,968 - mmaction - INFO - Epoch [151][2300/3757] lr: 3.666e-02, eta: 3 days, 19:20:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6695, loss_cls: 2.5560, loss: 2.5560, grad_norm: 3.2923 2020-08-04 08:50:06,901 - mmaction - INFO - Epoch [151][2320/3757] lr: 3.666e-02, eta: 3 days, 19:20:00, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6719, loss_cls: 2.5680, loss: 2.5680, grad_norm: 3.3023 2020-08-04 08:50:22,607 - mmaction - INFO - Epoch [151][2340/3757] lr: 3.666e-02, eta: 3 days, 19:19:39, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6625, loss_cls: 2.5903, loss: 2.5903, grad_norm: 3.2147 2020-08-04 08:50:38,397 - mmaction - INFO - Epoch [151][2360/3757] lr: 3.666e-02, eta: 3 days, 19:19:18, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3836, top5_acc: 0.6586, loss_cls: 2.6671, loss: 2.6671, grad_norm: 3.2423 2020-08-04 08:50:54,167 - mmaction - INFO - Epoch [151][2380/3757] lr: 3.666e-02, eta: 3 days, 19:18:58, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6633, loss_cls: 2.5657, loss: 2.5657, grad_norm: 3.1876 2020-08-04 08:51:10,012 - mmaction - INFO - Epoch [151][2400/3757] lr: 3.666e-02, eta: 3 days, 19:18:38, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3883, top5_acc: 0.6484, loss_cls: 2.6989, loss: 2.6989, grad_norm: 3.2673 2020-08-04 08:51:25,855 - mmaction - INFO - Epoch [151][2420/3757] lr: 3.666e-02, eta: 3 days, 19:18:18, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6680, loss_cls: 2.6211, loss: 2.6211, grad_norm: 3.3006 2020-08-04 08:51:41,679 - mmaction - INFO - Epoch [151][2440/3757] lr: 3.666e-02, eta: 3 days, 19:17:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6516, loss_cls: 2.6788, loss: 2.6788, grad_norm: 3.2433 2020-08-04 08:51:57,496 - mmaction - INFO - Epoch [151][2460/3757] lr: 3.666e-02, eta: 3 days, 19:17:37, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6719, loss_cls: 2.5966, loss: 2.5966, grad_norm: 3.2474 2020-08-04 08:52:13,352 - mmaction - INFO - Epoch [151][2480/3757] lr: 3.666e-02, eta: 3 days, 19:17:17, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6820, loss_cls: 2.5284, loss: 2.5284, grad_norm: 3.2370 2020-08-04 08:52:29,189 - mmaction - INFO - Epoch [151][2500/3757] lr: 3.666e-02, eta: 3 days, 19:16:57, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6648, loss_cls: 2.5511, loss: 2.5511, grad_norm: 3.1877 2020-08-04 08:52:44,953 - mmaction - INFO - Epoch [151][2520/3757] lr: 3.666e-02, eta: 3 days, 19:16:36, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6773, loss_cls: 2.5499, loss: 2.5499, grad_norm: 3.2523 2020-08-04 08:53:00,733 - mmaction - INFO - Epoch [151][2540/3757] lr: 3.666e-02, eta: 3 days, 19:16:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6672, loss_cls: 2.6289, loss: 2.6289, grad_norm: 3.2617 2020-08-04 08:53:16,505 - mmaction - INFO - Epoch [151][2560/3757] lr: 3.666e-02, eta: 3 days, 19:15:55, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6727, loss_cls: 2.5601, loss: 2.5601, grad_norm: 3.1871 2020-08-04 08:53:32,384 - mmaction - INFO - Epoch [151][2580/3757] lr: 3.666e-02, eta: 3 days, 19:15:35, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6781, loss_cls: 2.5296, loss: 2.5296, grad_norm: 3.2503 2020-08-04 08:53:48,168 - mmaction - INFO - Epoch [151][2600/3757] lr: 3.666e-02, eta: 3 days, 19:15:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6492, loss_cls: 2.6858, loss: 2.6858, grad_norm: 3.3384 2020-08-04 08:54:04,031 - mmaction - INFO - Epoch [151][2620/3757] lr: 3.666e-02, eta: 3 days, 19:14:55, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6531, loss_cls: 2.6414, loss: 2.6414, grad_norm: 3.1418 2020-08-04 08:54:19,907 - mmaction - INFO - Epoch [151][2640/3757] lr: 3.666e-02, eta: 3 days, 19:14:35, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.6781, loss_cls: 2.5187, loss: 2.5187, grad_norm: 3.0806 2020-08-04 08:54:35,750 - mmaction - INFO - Epoch [151][2660/3757] lr: 3.666e-02, eta: 3 days, 19:14:15, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6797, loss_cls: 2.5709, loss: 2.5709, grad_norm: 3.1707 2020-08-04 08:54:51,554 - mmaction - INFO - Epoch [151][2680/3757] lr: 3.666e-02, eta: 3 days, 19:13:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6469, loss_cls: 2.6507, loss: 2.6507, grad_norm: 3.1361 2020-08-04 08:55:07,424 - mmaction - INFO - Epoch [151][2700/3757] lr: 3.666e-02, eta: 3 days, 19:13:34, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6766, loss_cls: 2.5265, loss: 2.5265, grad_norm: 3.1523 2020-08-04 08:55:23,203 - mmaction - INFO - Epoch [151][2720/3757] lr: 3.666e-02, eta: 3 days, 19:13:14, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6578, loss_cls: 2.5871, loss: 2.5871, grad_norm: 3.1784 2020-08-04 08:55:39,105 - mmaction - INFO - Epoch [151][2740/3757] lr: 3.666e-02, eta: 3 days, 19:12:54, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6648, loss_cls: 2.6662, loss: 2.6662, grad_norm: 3.3635 2020-08-04 08:55:54,876 - mmaction - INFO - Epoch [151][2760/3757] lr: 3.666e-02, eta: 3 days, 19:12:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6477, loss_cls: 2.6932, loss: 2.6932, grad_norm: 3.2144 2020-08-04 08:56:10,650 - mmaction - INFO - Epoch [151][2780/3757] lr: 3.666e-02, eta: 3 days, 19:12:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6813, loss_cls: 2.5231, loss: 2.5231, grad_norm: 3.1492 2020-08-04 08:56:26,457 - mmaction - INFO - Epoch [151][2800/3757] lr: 3.666e-02, eta: 3 days, 19:11:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6797, loss_cls: 2.5916, loss: 2.5916, grad_norm: 3.3094 2020-08-04 08:56:42,264 - mmaction - INFO - Epoch [151][2820/3757] lr: 3.666e-02, eta: 3 days, 19:11:33, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6859, loss_cls: 2.5461, loss: 2.5461, grad_norm: 3.3570 2020-08-04 08:56:58,105 - mmaction - INFO - Epoch [151][2840/3757] lr: 3.666e-02, eta: 3 days, 19:11:12, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6617, loss_cls: 2.5894, loss: 2.5894, grad_norm: 3.2059 2020-08-04 08:57:13,939 - mmaction - INFO - Epoch [151][2860/3757] lr: 3.666e-02, eta: 3 days, 19:10:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6539, loss_cls: 2.6455, loss: 2.6455, grad_norm: 3.2225 2020-08-04 08:57:29,779 - mmaction - INFO - Epoch [151][2880/3757] lr: 3.666e-02, eta: 3 days, 19:10:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6883, loss_cls: 2.5310, loss: 2.5310, grad_norm: 3.2490 2020-08-04 08:57:45,610 - mmaction - INFO - Epoch [151][2900/3757] lr: 3.666e-02, eta: 3 days, 19:10:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6516, loss_cls: 2.6147, loss: 2.6147, grad_norm: 3.2695 2020-08-04 08:58:01,396 - mmaction - INFO - Epoch [151][2920/3757] lr: 3.666e-02, eta: 3 days, 19:09:51, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6742, loss_cls: 2.6156, loss: 2.6156, grad_norm: 3.3116 2020-08-04 08:58:17,171 - mmaction - INFO - Epoch [151][2940/3757] lr: 3.666e-02, eta: 3 days, 19:09:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6570, loss_cls: 2.6528, loss: 2.6528, grad_norm: 3.2410 2020-08-04 08:58:33,010 - mmaction - INFO - Epoch [151][2960/3757] lr: 3.666e-02, eta: 3 days, 19:09:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6594, loss_cls: 2.6039, loss: 2.6039, grad_norm: 3.1884 2020-08-04 08:58:48,899 - mmaction - INFO - Epoch [151][2980/3757] lr: 3.666e-02, eta: 3 days, 19:08:51, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6875, loss_cls: 2.5373, loss: 2.5373, grad_norm: 3.1515 2020-08-04 08:59:04,660 - mmaction - INFO - Epoch [151][3000/3757] lr: 3.666e-02, eta: 3 days, 19:08:31, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6555, loss_cls: 2.5847, loss: 2.5847, grad_norm: 3.2122 2020-08-04 08:59:20,470 - mmaction - INFO - Epoch [151][3020/3757] lr: 3.666e-02, eta: 3 days, 19:08:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6562, loss_cls: 2.6600, loss: 2.6600, grad_norm: 3.1964 2020-08-04 08:59:36,217 - mmaction - INFO - Epoch [151][3040/3757] lr: 3.666e-02, eta: 3 days, 19:07:50, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6648, loss_cls: 2.6165, loss: 2.6165, grad_norm: 3.1421 2020-08-04 08:59:52,052 - mmaction - INFO - Epoch [151][3060/3757] lr: 3.666e-02, eta: 3 days, 19:07:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6641, loss_cls: 2.6194, loss: 2.6194, grad_norm: 3.1577 2020-08-04 09:00:12,053 - mmaction - INFO - Epoch [151][3080/3757] lr: 3.666e-02, eta: 3 days, 19:07:28, time: 0.998, data_time: 0.009, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6648, loss_cls: 2.6057, loss: 2.6057, grad_norm: 3.1488 2020-08-04 09:00:27,918 - mmaction - INFO - Epoch [151][3100/3757] lr: 3.666e-02, eta: 3 days, 19:07:09, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6820, loss_cls: 2.5194, loss: 2.5194, grad_norm: 3.2906 2020-08-04 09:00:43,710 - mmaction - INFO - Epoch [151][3120/3757] lr: 3.666e-02, eta: 3 days, 19:06:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6648, loss_cls: 2.6128, loss: 2.6128, grad_norm: 3.2604 2020-08-04 09:00:59,587 - mmaction - INFO - Epoch [151][3140/3757] lr: 3.666e-02, eta: 3 days, 19:06:28, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6781, loss_cls: 2.5773, loss: 2.5773, grad_norm: 3.1871 2020-08-04 09:01:15,453 - mmaction - INFO - Epoch [151][3160/3757] lr: 3.666e-02, eta: 3 days, 19:06:08, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6539, loss_cls: 2.6409, loss: 2.6409, grad_norm: 3.2565 2020-08-04 09:01:31,269 - mmaction - INFO - Epoch [151][3180/3757] lr: 3.666e-02, eta: 3 days, 19:05:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6617, loss_cls: 2.6415, loss: 2.6415, grad_norm: 3.2509 2020-08-04 09:01:47,104 - mmaction - INFO - Epoch [151][3200/3757] lr: 3.666e-02, eta: 3 days, 19:05:28, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6477, loss_cls: 2.6732, loss: 2.6732, grad_norm: 3.3077 2020-08-04 09:02:02,864 - mmaction - INFO - Epoch [151][3220/3757] lr: 3.666e-02, eta: 3 days, 19:05:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6445, loss_cls: 2.6157, loss: 2.6157, grad_norm: 3.2073 2020-08-04 09:02:18,691 - mmaction - INFO - Epoch [151][3240/3757] lr: 3.666e-02, eta: 3 days, 19:04:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6461, loss_cls: 2.6636, loss: 2.6636, grad_norm: 3.2611 2020-08-04 09:02:34,502 - mmaction - INFO - Epoch [151][3260/3757] lr: 3.666e-02, eta: 3 days, 19:04:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6422, loss_cls: 2.7306, loss: 2.7306, grad_norm: 3.1332 2020-08-04 09:02:50,336 - mmaction - INFO - Epoch [151][3280/3757] lr: 3.666e-02, eta: 3 days, 19:04:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6648, loss_cls: 2.5355, loss: 2.5355, grad_norm: 3.2005 2020-08-04 09:03:06,105 - mmaction - INFO - Epoch [151][3300/3757] lr: 3.666e-02, eta: 3 days, 19:03:47, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6352, loss_cls: 2.6877, loss: 2.6877, grad_norm: 3.3059 2020-08-04 09:03:21,868 - mmaction - INFO - Epoch [151][3320/3757] lr: 3.666e-02, eta: 3 days, 19:03:26, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6594, loss_cls: 2.6751, loss: 2.6751, grad_norm: 3.2255 2020-08-04 09:03:37,757 - mmaction - INFO - Epoch [151][3340/3757] lr: 3.666e-02, eta: 3 days, 19:03:06, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6641, loss_cls: 2.5665, loss: 2.5665, grad_norm: 3.2199 2020-08-04 09:03:53,574 - mmaction - INFO - Epoch [151][3360/3757] lr: 3.666e-02, eta: 3 days, 19:02:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6859, loss_cls: 2.5485, loss: 2.5485, grad_norm: 3.2484 2020-08-04 09:04:09,375 - mmaction - INFO - Epoch [151][3380/3757] lr: 3.666e-02, eta: 3 days, 19:02:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6586, loss_cls: 2.6425, loss: 2.6425, grad_norm: 3.2464 2020-08-04 09:04:25,300 - mmaction - INFO - Epoch [151][3400/3757] lr: 3.666e-02, eta: 3 days, 19:02:06, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6391, loss_cls: 2.7137, loss: 2.7137, grad_norm: 3.2584 2020-08-04 09:04:41,133 - mmaction - INFO - Epoch [151][3420/3757] lr: 3.666e-02, eta: 3 days, 19:01:46, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6641, loss_cls: 2.6093, loss: 2.6093, grad_norm: 3.1579 2020-08-04 09:04:57,014 - mmaction - INFO - Epoch [151][3440/3757] lr: 3.666e-02, eta: 3 days, 19:01:26, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6312, loss_cls: 2.7514, loss: 2.7514, grad_norm: 3.2296 2020-08-04 09:05:12,774 - mmaction - INFO - Epoch [151][3460/3757] lr: 3.666e-02, eta: 3 days, 19:01:06, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6578, loss_cls: 2.6048, loss: 2.6048, grad_norm: 3.1806 2020-08-04 09:05:28,579 - mmaction - INFO - Epoch [151][3480/3757] lr: 3.666e-02, eta: 3 days, 19:00:45, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6672, loss_cls: 2.5849, loss: 2.5849, grad_norm: 3.2582 2020-08-04 09:05:44,418 - mmaction - INFO - Epoch [151][3500/3757] lr: 3.666e-02, eta: 3 days, 19:00:25, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6406, loss_cls: 2.6565, loss: 2.6565, grad_norm: 3.2735 2020-08-04 09:06:00,261 - mmaction - INFO - Epoch [151][3520/3757] lr: 3.666e-02, eta: 3 days, 19:00:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6656, loss_cls: 2.5793, loss: 2.5793, grad_norm: 3.2263 2020-08-04 09:06:16,103 - mmaction - INFO - Epoch [151][3540/3757] lr: 3.666e-02, eta: 3 days, 18:59:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6555, loss_cls: 2.6749, loss: 2.6749, grad_norm: 3.2432 2020-08-04 09:06:31,952 - mmaction - INFO - Epoch [151][3560/3757] lr: 3.666e-02, eta: 3 days, 18:59:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6336, loss_cls: 2.7583, loss: 2.7583, grad_norm: 3.1991 2020-08-04 09:06:47,733 - mmaction - INFO - Epoch [151][3580/3757] lr: 3.666e-02, eta: 3 days, 18:59:05, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6578, loss_cls: 2.6110, loss: 2.6110, grad_norm: 3.0782 2020-08-04 09:07:03,529 - mmaction - INFO - Epoch [151][3600/3757] lr: 3.666e-02, eta: 3 days, 18:58:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6773, loss_cls: 2.5716, loss: 2.5716, grad_norm: 3.2321 2020-08-04 09:07:19,306 - mmaction - INFO - Epoch [151][3620/3757] lr: 3.666e-02, eta: 3 days, 18:58:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6680, loss_cls: 2.5858, loss: 2.5858, grad_norm: 3.1476 2020-08-04 09:07:35,101 - mmaction - INFO - Epoch [151][3640/3757] lr: 3.666e-02, eta: 3 days, 18:58:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6953, loss_cls: 2.4651, loss: 2.4651, grad_norm: 3.2589 2020-08-04 09:07:50,923 - mmaction - INFO - Epoch [151][3660/3757] lr: 3.666e-02, eta: 3 days, 18:57:44, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6422, loss_cls: 2.6658, loss: 2.6658, grad_norm: 3.3231 2020-08-04 09:08:06,721 - mmaction - INFO - Epoch [151][3680/3757] lr: 3.666e-02, eta: 3 days, 18:57:23, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6727, loss_cls: 2.5972, loss: 2.5972, grad_norm: 3.2065 2020-08-04 09:08:22,542 - mmaction - INFO - Epoch [151][3700/3757] lr: 3.666e-02, eta: 3 days, 18:57:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6914, loss_cls: 2.5014, loss: 2.5014, grad_norm: 3.2847 2020-08-04 09:08:38,343 - mmaction - INFO - Epoch [151][3720/3757] lr: 3.666e-02, eta: 3 days, 18:56:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6625, loss_cls: 2.6214, loss: 2.6214, grad_norm: 3.2583 2020-08-04 09:08:54,111 - mmaction - INFO - Epoch [151][3740/3757] lr: 3.666e-02, eta: 3 days, 18:56:23, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6687, loss_cls: 2.6064, loss: 2.6064, grad_norm: 3.1885 2020-08-04 09:11:35,557 - mmaction - INFO - Epoch [152][20/3757] lr: 3.607e-02, eta: 3 days, 19:04:26, time: 7.172, data_time: 6.270, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6828, loss_cls: 2.5678, loss: 2.5678, grad_norm: 3.0742 2020-08-04 09:11:51,532 - mmaction - INFO - Epoch [152][40/3757] lr: 3.607e-02, eta: 3 days, 19:04:07, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6711, loss_cls: 2.5750, loss: 2.5750, grad_norm: 3.1628 2020-08-04 09:12:07,291 - mmaction - INFO - Epoch [152][60/3757] lr: 3.607e-02, eta: 3 days, 19:03:46, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6633, loss_cls: 2.5473, loss: 2.5473, grad_norm: 3.2083 2020-08-04 09:12:23,193 - mmaction - INFO - Epoch [152][80/3757] lr: 3.607e-02, eta: 3 days, 19:03:26, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6773, loss_cls: 2.4639, loss: 2.4639, grad_norm: 3.2220 2020-08-04 09:12:39,031 - mmaction - INFO - Epoch [152][100/3757] lr: 3.607e-02, eta: 3 days, 19:03:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6766, loss_cls: 2.5252, loss: 2.5252, grad_norm: 3.1482 2020-08-04 09:12:54,938 - mmaction - INFO - Epoch [152][120/3757] lr: 3.607e-02, eta: 3 days, 19:02:46, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6852, loss_cls: 2.4937, loss: 2.4937, grad_norm: 3.2851 2020-08-04 09:13:10,726 - mmaction - INFO - Epoch [152][140/3757] lr: 3.607e-02, eta: 3 days, 19:02:26, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6914, loss_cls: 2.5063, loss: 2.5063, grad_norm: 3.2356 2020-08-04 09:13:26,519 - mmaction - INFO - Epoch [152][160/3757] lr: 3.607e-02, eta: 3 days, 19:02:06, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6820, loss_cls: 2.5243, loss: 2.5243, grad_norm: 3.2656 2020-08-04 09:13:42,243 - mmaction - INFO - Epoch [152][180/3757] lr: 3.607e-02, eta: 3 days, 19:01:45, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6625, loss_cls: 2.5925, loss: 2.5925, grad_norm: 3.3377 2020-08-04 09:13:58,041 - mmaction - INFO - Epoch [152][200/3757] lr: 3.607e-02, eta: 3 days, 19:01:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6672, loss_cls: 2.5585, loss: 2.5585, grad_norm: 3.2687 2020-08-04 09:14:13,783 - mmaction - INFO - Epoch [152][220/3757] lr: 3.607e-02, eta: 3 days, 19:01:04, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6672, loss_cls: 2.6162, loss: 2.6162, grad_norm: 3.1862 2020-08-04 09:14:29,644 - mmaction - INFO - Epoch [152][240/3757] lr: 3.607e-02, eta: 3 days, 19:00:44, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6687, loss_cls: 2.5579, loss: 2.5579, grad_norm: 3.1592 2020-08-04 09:14:46,563 - mmaction - INFO - Epoch [152][260/3757] lr: 3.607e-02, eta: 3 days, 19:00:28, time: 0.845, data_time: 0.006, memory: 6192, top1_acc: 0.3852, top5_acc: 0.6516, loss_cls: 2.7365, loss: 2.7365, grad_norm: 3.2940 2020-08-04 09:15:02,554 - mmaction - INFO - Epoch [152][280/3757] lr: 3.607e-02, eta: 3 days, 19:00:09, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6703, loss_cls: 2.6286, loss: 2.6286, grad_norm: 3.1687 2020-08-04 09:15:18,280 - mmaction - INFO - Epoch [152][300/3757] lr: 3.607e-02, eta: 3 days, 18:59:48, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6883, loss_cls: 2.5251, loss: 2.5251, grad_norm: 3.1634 2020-08-04 09:15:34,124 - mmaction - INFO - Epoch [152][320/3757] lr: 3.607e-02, eta: 3 days, 18:59:28, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6719, loss_cls: 2.5430, loss: 2.5430, grad_norm: 3.2255 2020-08-04 09:15:50,076 - mmaction - INFO - Epoch [152][340/3757] lr: 3.607e-02, eta: 3 days, 18:59:08, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6898, loss_cls: 2.4673, loss: 2.4673, grad_norm: 3.2188 2020-08-04 09:16:05,867 - mmaction - INFO - Epoch [152][360/3757] lr: 3.607e-02, eta: 3 days, 18:58:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6781, loss_cls: 2.4852, loss: 2.4852, grad_norm: 3.1330 2020-08-04 09:16:21,631 - mmaction - INFO - Epoch [152][380/3757] lr: 3.607e-02, eta: 3 days, 18:58:28, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6656, loss_cls: 2.5680, loss: 2.5680, grad_norm: 3.3214 2020-08-04 09:16:37,455 - mmaction - INFO - Epoch [152][400/3757] lr: 3.607e-02, eta: 3 days, 18:58:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3734, top5_acc: 0.6422, loss_cls: 2.7315, loss: 2.7315, grad_norm: 3.3886 2020-08-04 09:16:53,292 - mmaction - INFO - Epoch [152][420/3757] lr: 3.607e-02, eta: 3 days, 18:57:47, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6758, loss_cls: 2.5269, loss: 2.5269, grad_norm: 3.1561 2020-08-04 09:17:09,042 - mmaction - INFO - Epoch [152][440/3757] lr: 3.607e-02, eta: 3 days, 18:57:27, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6813, loss_cls: 2.5660, loss: 2.5660, grad_norm: 3.2462 2020-08-04 09:17:24,796 - mmaction - INFO - Epoch [152][460/3757] lr: 3.607e-02, eta: 3 days, 18:57:06, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 2.5359, loss: 2.5359, grad_norm: 3.2271 2020-08-04 09:17:40,567 - mmaction - INFO - Epoch [152][480/3757] lr: 3.607e-02, eta: 3 days, 18:56:46, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6805, loss_cls: 2.5273, loss: 2.5273, grad_norm: 3.3379 2020-08-04 09:17:56,409 - mmaction - INFO - Epoch [152][500/3757] lr: 3.607e-02, eta: 3 days, 18:56:25, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6734, loss_cls: 2.6000, loss: 2.6000, grad_norm: 3.3075 2020-08-04 09:18:12,202 - mmaction - INFO - Epoch [152][520/3757] lr: 3.607e-02, eta: 3 days, 18:56:05, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6578, loss_cls: 2.6199, loss: 2.6199, grad_norm: 3.2404 2020-08-04 09:18:28,045 - mmaction - INFO - Epoch [152][540/3757] lr: 3.607e-02, eta: 3 days, 18:55:45, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6836, loss_cls: 2.5017, loss: 2.5017, grad_norm: 3.2657 2020-08-04 09:18:43,926 - mmaction - INFO - Epoch [152][560/3757] lr: 3.607e-02, eta: 3 days, 18:55:25, time: 0.794, data_time: 0.009, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6883, loss_cls: 2.4888, loss: 2.4888, grad_norm: 3.2294 2020-08-04 09:18:59,711 - mmaction - INFO - Epoch [152][580/3757] lr: 3.607e-02, eta: 3 days, 18:55:05, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6734, loss_cls: 2.5835, loss: 2.5835, grad_norm: 3.3794 2020-08-04 09:19:15,564 - mmaction - INFO - Epoch [152][600/3757] lr: 3.607e-02, eta: 3 days, 18:54:44, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6773, loss_cls: 2.5300, loss: 2.5300, grad_norm: 3.2857 2020-08-04 09:19:31,332 - mmaction - INFO - Epoch [152][620/3757] lr: 3.607e-02, eta: 3 days, 18:54:24, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6898, loss_cls: 2.5663, loss: 2.5663, grad_norm: 3.3343 2020-08-04 09:19:47,251 - mmaction - INFO - Epoch [152][640/3757] lr: 3.607e-02, eta: 3 days, 18:54:04, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6617, loss_cls: 2.6121, loss: 2.6121, grad_norm: 3.3062 2020-08-04 09:20:03,154 - mmaction - INFO - Epoch [152][660/3757] lr: 3.607e-02, eta: 3 days, 18:53:44, time: 0.795, data_time: 0.008, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6633, loss_cls: 2.5866, loss: 2.5866, grad_norm: 3.3067 2020-08-04 09:20:18,883 - mmaction - INFO - Epoch [152][680/3757] lr: 3.607e-02, eta: 3 days, 18:53:24, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6922, loss_cls: 2.5457, loss: 2.5457, grad_norm: 3.2145 2020-08-04 09:20:34,696 - mmaction - INFO - Epoch [152][700/3757] lr: 3.607e-02, eta: 3 days, 18:53:04, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6758, loss_cls: 2.5735, loss: 2.5735, grad_norm: 3.3496 2020-08-04 09:20:50,473 - mmaction - INFO - Epoch [152][720/3757] lr: 3.607e-02, eta: 3 days, 18:52:43, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6914, loss_cls: 2.5368, loss: 2.5368, grad_norm: 3.1637 2020-08-04 09:21:06,286 - mmaction - INFO - Epoch [152][740/3757] lr: 3.607e-02, eta: 3 days, 18:52:23, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6711, loss_cls: 2.5705, loss: 2.5705, grad_norm: 3.2615 2020-08-04 09:21:22,106 - mmaction - INFO - Epoch [152][760/3757] lr: 3.607e-02, eta: 3 days, 18:52:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6602, loss_cls: 2.6349, loss: 2.6349, grad_norm: 3.2714 2020-08-04 09:21:37,944 - mmaction - INFO - Epoch [152][780/3757] lr: 3.607e-02, eta: 3 days, 18:51:43, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6789, loss_cls: 2.5510, loss: 2.5510, grad_norm: 3.3339 2020-08-04 09:21:53,729 - mmaction - INFO - Epoch [152][800/3757] lr: 3.607e-02, eta: 3 days, 18:51:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6719, loss_cls: 2.5096, loss: 2.5096, grad_norm: 3.3139 2020-08-04 09:22:09,571 - mmaction - INFO - Epoch [152][820/3757] lr: 3.607e-02, eta: 3 days, 18:51:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6617, loss_cls: 2.6029, loss: 2.6029, grad_norm: 3.2918 2020-08-04 09:22:25,394 - mmaction - INFO - Epoch [152][840/3757] lr: 3.607e-02, eta: 3 days, 18:50:42, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6953, loss_cls: 2.4432, loss: 2.4432, grad_norm: 3.2190 2020-08-04 09:22:41,254 - mmaction - INFO - Epoch [152][860/3757] lr: 3.607e-02, eta: 3 days, 18:50:22, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6609, loss_cls: 2.6684, loss: 2.6684, grad_norm: 3.3345 2020-08-04 09:22:57,027 - mmaction - INFO - Epoch [152][880/3757] lr: 3.607e-02, eta: 3 days, 18:50:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6719, loss_cls: 2.6095, loss: 2.6095, grad_norm: 3.3317 2020-08-04 09:23:12,835 - mmaction - INFO - Epoch [152][900/3757] lr: 3.607e-02, eta: 3 days, 18:49:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6500, loss_cls: 2.6191, loss: 2.6191, grad_norm: 3.2723 2020-08-04 09:23:28,720 - mmaction - INFO - Epoch [152][920/3757] lr: 3.607e-02, eta: 3 days, 18:49:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6602, loss_cls: 2.6311, loss: 2.6311, grad_norm: 3.2596 2020-08-04 09:23:44,411 - mmaction - INFO - Epoch [152][940/3757] lr: 3.607e-02, eta: 3 days, 18:49:00, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6805, loss_cls: 2.4920, loss: 2.4920, grad_norm: 3.2112 2020-08-04 09:24:00,189 - mmaction - INFO - Epoch [152][960/3757] lr: 3.607e-02, eta: 3 days, 18:48:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6766, loss_cls: 2.6033, loss: 2.6033, grad_norm: 3.2809 2020-08-04 09:24:16,020 - mmaction - INFO - Epoch [152][980/3757] lr: 3.607e-02, eta: 3 days, 18:48:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6594, loss_cls: 2.6467, loss: 2.6467, grad_norm: 3.3320 2020-08-04 09:24:31,901 - mmaction - INFO - Epoch [152][1000/3757] lr: 3.607e-02, eta: 3 days, 18:48:00, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6672, loss_cls: 2.5448, loss: 2.5448, grad_norm: 3.1904 2020-08-04 09:24:47,666 - mmaction - INFO - Epoch [152][1020/3757] lr: 3.607e-02, eta: 3 days, 18:47:40, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6531, loss_cls: 2.6522, loss: 2.6522, grad_norm: 3.3041 2020-08-04 09:25:03,564 - mmaction - INFO - Epoch [152][1040/3757] lr: 3.607e-02, eta: 3 days, 18:47:20, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6547, loss_cls: 2.6542, loss: 2.6542, grad_norm: 3.2792 2020-08-04 09:25:19,295 - mmaction - INFO - Epoch [152][1060/3757] lr: 3.607e-02, eta: 3 days, 18:46:59, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6750, loss_cls: 2.5227, loss: 2.5227, grad_norm: 3.2725 2020-08-04 09:25:35,147 - mmaction - INFO - Epoch [152][1080/3757] lr: 3.607e-02, eta: 3 days, 18:46:39, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6656, loss_cls: 2.5703, loss: 2.5703, grad_norm: 3.3096 2020-08-04 09:25:50,868 - mmaction - INFO - Epoch [152][1100/3757] lr: 3.607e-02, eta: 3 days, 18:46:18, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6625, loss_cls: 2.6175, loss: 2.6175, grad_norm: 3.3468 2020-08-04 09:26:06,629 - mmaction - INFO - Epoch [152][1120/3757] lr: 3.607e-02, eta: 3 days, 18:45:58, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6961, loss_cls: 2.4972, loss: 2.4972, grad_norm: 3.2470 2020-08-04 09:26:22,394 - mmaction - INFO - Epoch [152][1140/3757] lr: 3.607e-02, eta: 3 days, 18:45:38, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6508, loss_cls: 2.6551, loss: 2.6551, grad_norm: 3.3117 2020-08-04 09:26:38,187 - mmaction - INFO - Epoch [152][1160/3757] lr: 3.607e-02, eta: 3 days, 18:45:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6562, loss_cls: 2.5918, loss: 2.5918, grad_norm: 3.1709 2020-08-04 09:26:53,993 - mmaction - INFO - Epoch [152][1180/3757] lr: 3.607e-02, eta: 3 days, 18:44:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6492, loss_cls: 2.6519, loss: 2.6519, grad_norm: 3.2304 2020-08-04 09:27:09,806 - mmaction - INFO - Epoch [152][1200/3757] lr: 3.607e-02, eta: 3 days, 18:44:37, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6680, loss_cls: 2.5882, loss: 2.5882, grad_norm: 3.1608 2020-08-04 09:27:25,644 - mmaction - INFO - Epoch [152][1220/3757] lr: 3.607e-02, eta: 3 days, 18:44:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6641, loss_cls: 2.5993, loss: 2.5993, grad_norm: 3.2439 2020-08-04 09:27:41,457 - mmaction - INFO - Epoch [152][1240/3757] lr: 3.607e-02, eta: 3 days, 18:43:57, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6781, loss_cls: 2.5045, loss: 2.5045, grad_norm: 3.1880 2020-08-04 09:27:57,273 - mmaction - INFO - Epoch [152][1260/3757] lr: 3.607e-02, eta: 3 days, 18:43:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6750, loss_cls: 2.5710, loss: 2.5710, grad_norm: 3.2073 2020-08-04 09:28:13,116 - mmaction - INFO - Epoch [152][1280/3757] lr: 3.607e-02, eta: 3 days, 18:43:16, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6594, loss_cls: 2.5969, loss: 2.5969, grad_norm: 3.2748 2020-08-04 09:28:28,850 - mmaction - INFO - Epoch [152][1300/3757] lr: 3.607e-02, eta: 3 days, 18:42:56, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6648, loss_cls: 2.6000, loss: 2.6000, grad_norm: 3.3073 2020-08-04 09:28:44,719 - mmaction - INFO - Epoch [152][1320/3757] lr: 3.607e-02, eta: 3 days, 18:42:36, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6766, loss_cls: 2.5726, loss: 2.5726, grad_norm: 3.2697 2020-08-04 09:29:00,356 - mmaction - INFO - Epoch [152][1340/3757] lr: 3.607e-02, eta: 3 days, 18:42:15, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6781, loss_cls: 2.6061, loss: 2.6061, grad_norm: 3.2953 2020-08-04 09:29:16,151 - mmaction - INFO - Epoch [152][1360/3757] lr: 3.607e-02, eta: 3 days, 18:41:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6562, loss_cls: 2.6261, loss: 2.6261, grad_norm: 3.2829 2020-08-04 09:29:31,966 - mmaction - INFO - Epoch [152][1380/3757] lr: 3.607e-02, eta: 3 days, 18:41:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6500, loss_cls: 2.6573, loss: 2.6573, grad_norm: 3.2148 2020-08-04 09:29:47,815 - mmaction - INFO - Epoch [152][1400/3757] lr: 3.607e-02, eta: 3 days, 18:41:14, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6687, loss_cls: 2.5425, loss: 2.5425, grad_norm: 3.2839 2020-08-04 09:30:03,673 - mmaction - INFO - Epoch [152][1420/3757] lr: 3.607e-02, eta: 3 days, 18:40:54, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6664, loss_cls: 2.5790, loss: 2.5790, grad_norm: 3.2308 2020-08-04 09:30:19,391 - mmaction - INFO - Epoch [152][1440/3757] lr: 3.607e-02, eta: 3 days, 18:40:34, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6852, loss_cls: 2.5342, loss: 2.5342, grad_norm: 3.2122 2020-08-04 09:30:35,324 - mmaction - INFO - Epoch [152][1460/3757] lr: 3.607e-02, eta: 3 days, 18:40:14, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6570, loss_cls: 2.6417, loss: 2.6417, grad_norm: 3.1511 2020-08-04 09:30:51,140 - mmaction - INFO - Epoch [152][1480/3757] lr: 3.607e-02, eta: 3 days, 18:39:54, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.4724, loss: 2.4724, grad_norm: 3.1911 2020-08-04 09:31:06,952 - mmaction - INFO - Epoch [152][1500/3757] lr: 3.607e-02, eta: 3 days, 18:39:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6734, loss_cls: 2.6104, loss: 2.6104, grad_norm: 3.2300 2020-08-04 09:31:22,669 - mmaction - INFO - Epoch [152][1520/3757] lr: 3.607e-02, eta: 3 days, 18:39:13, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6703, loss_cls: 2.5463, loss: 2.5463, grad_norm: 3.1679 2020-08-04 09:31:38,532 - mmaction - INFO - Epoch [152][1540/3757] lr: 3.607e-02, eta: 3 days, 18:38:53, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6641, loss_cls: 2.5375, loss: 2.5375, grad_norm: 3.2155 2020-08-04 09:31:54,306 - mmaction - INFO - Epoch [152][1560/3757] lr: 3.607e-02, eta: 3 days, 18:38:33, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6617, loss_cls: 2.5976, loss: 2.5976, grad_norm: 3.2629 2020-08-04 09:32:10,115 - mmaction - INFO - Epoch [152][1580/3757] lr: 3.607e-02, eta: 3 days, 18:38:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6477, loss_cls: 2.6687, loss: 2.6687, grad_norm: 3.2826 2020-08-04 09:32:25,982 - mmaction - INFO - Epoch [152][1600/3757] lr: 3.607e-02, eta: 3 days, 18:37:53, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6813, loss_cls: 2.5071, loss: 2.5071, grad_norm: 3.2122 2020-08-04 09:32:41,770 - mmaction - INFO - Epoch [152][1620/3757] lr: 3.607e-02, eta: 3 days, 18:37:32, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6750, loss_cls: 2.5936, loss: 2.5936, grad_norm: 3.3369 2020-08-04 09:32:57,615 - mmaction - INFO - Epoch [152][1640/3757] lr: 3.607e-02, eta: 3 days, 18:37:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3828, top5_acc: 0.6367, loss_cls: 2.7406, loss: 2.7406, grad_norm: 3.3046 2020-08-04 09:33:13,341 - mmaction - INFO - Epoch [152][1660/3757] lr: 3.607e-02, eta: 3 days, 18:36:52, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6703, loss_cls: 2.6647, loss: 2.6647, grad_norm: 3.1550 2020-08-04 09:33:29,095 - mmaction - INFO - Epoch [152][1680/3757] lr: 3.607e-02, eta: 3 days, 18:36:32, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6750, loss_cls: 2.5687, loss: 2.5687, grad_norm: 3.2325 2020-08-04 09:33:44,940 - mmaction - INFO - Epoch [152][1700/3757] lr: 3.607e-02, eta: 3 days, 18:36:11, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6836, loss_cls: 2.4956, loss: 2.4956, grad_norm: 3.1695 2020-08-04 09:34:00,780 - mmaction - INFO - Epoch [152][1720/3757] lr: 3.607e-02, eta: 3 days, 18:35:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6859, loss_cls: 2.5714, loss: 2.5714, grad_norm: 3.3728 2020-08-04 09:34:16,510 - mmaction - INFO - Epoch [152][1740/3757] lr: 3.607e-02, eta: 3 days, 18:35:31, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6781, loss_cls: 2.5382, loss: 2.5382, grad_norm: 3.2610 2020-08-04 09:34:32,273 - mmaction - INFO - Epoch [152][1760/3757] lr: 3.607e-02, eta: 3 days, 18:35:11, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6734, loss_cls: 2.5647, loss: 2.5647, grad_norm: 3.2828 2020-08-04 09:34:48,093 - mmaction - INFO - Epoch [152][1780/3757] lr: 3.607e-02, eta: 3 days, 18:34:50, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6578, loss_cls: 2.6141, loss: 2.6141, grad_norm: 3.3458 2020-08-04 09:35:03,946 - mmaction - INFO - Epoch [152][1800/3757] lr: 3.607e-02, eta: 3 days, 18:34:31, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6867, loss_cls: 2.4841, loss: 2.4841, grad_norm: 3.1750 2020-08-04 09:35:19,605 - mmaction - INFO - Epoch [152][1820/3757] lr: 3.607e-02, eta: 3 days, 18:34:10, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6766, loss_cls: 2.5460, loss: 2.5460, grad_norm: 3.2335 2020-08-04 09:35:35,470 - mmaction - INFO - Epoch [152][1840/3757] lr: 3.607e-02, eta: 3 days, 18:33:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6687, loss_cls: 2.5602, loss: 2.5602, grad_norm: 3.3073 2020-08-04 09:35:51,286 - mmaction - INFO - Epoch [152][1860/3757] lr: 3.607e-02, eta: 3 days, 18:33:30, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6758, loss_cls: 2.5389, loss: 2.5389, grad_norm: 3.2089 2020-08-04 09:36:07,062 - mmaction - INFO - Epoch [152][1880/3757] lr: 3.607e-02, eta: 3 days, 18:33:09, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6727, loss_cls: 2.5377, loss: 2.5377, grad_norm: 3.1266 2020-08-04 09:36:22,831 - mmaction - INFO - Epoch [152][1900/3757] lr: 3.607e-02, eta: 3 days, 18:32:49, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6813, loss_cls: 2.5874, loss: 2.5874, grad_norm: 3.2959 2020-08-04 09:36:38,689 - mmaction - INFO - Epoch [152][1920/3757] lr: 3.607e-02, eta: 3 days, 18:32:29, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6781, loss_cls: 2.5018, loss: 2.5018, grad_norm: 3.2134 2020-08-04 09:36:54,456 - mmaction - INFO - Epoch [152][1940/3757] lr: 3.607e-02, eta: 3 days, 18:32:09, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6797, loss_cls: 2.5316, loss: 2.5316, grad_norm: 3.2160 2020-08-04 09:37:10,270 - mmaction - INFO - Epoch [152][1960/3757] lr: 3.607e-02, eta: 3 days, 18:31:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6469, loss_cls: 2.6421, loss: 2.6421, grad_norm: 3.1920 2020-08-04 09:37:26,055 - mmaction - INFO - Epoch [152][1980/3757] lr: 3.607e-02, eta: 3 days, 18:31:28, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6578, loss_cls: 2.6056, loss: 2.6056, grad_norm: 3.2700 2020-08-04 09:37:41,813 - mmaction - INFO - Epoch [152][2000/3757] lr: 3.607e-02, eta: 3 days, 18:31:08, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6852, loss_cls: 2.5056, loss: 2.5056, grad_norm: 3.2249 2020-08-04 09:37:57,609 - mmaction - INFO - Epoch [152][2020/3757] lr: 3.607e-02, eta: 3 days, 18:30:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6602, loss_cls: 2.6479, loss: 2.6479, grad_norm: 3.3601 2020-08-04 09:38:13,346 - mmaction - INFO - Epoch [152][2040/3757] lr: 3.607e-02, eta: 3 days, 18:30:27, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6750, loss_cls: 2.4887, loss: 2.4887, grad_norm: 3.1772 2020-08-04 09:38:29,129 - mmaction - INFO - Epoch [152][2060/3757] lr: 3.607e-02, eta: 3 days, 18:30:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6625, loss_cls: 2.6029, loss: 2.6029, grad_norm: 3.2205 2020-08-04 09:38:44,934 - mmaction - INFO - Epoch [152][2080/3757] lr: 3.607e-02, eta: 3 days, 18:29:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6711, loss_cls: 2.5309, loss: 2.5309, grad_norm: 3.2863 2020-08-04 09:39:00,670 - mmaction - INFO - Epoch [152][2100/3757] lr: 3.607e-02, eta: 3 days, 18:29:26, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6445, loss_cls: 2.7080, loss: 2.7080, grad_norm: 3.2952 2020-08-04 09:39:16,447 - mmaction - INFO - Epoch [152][2120/3757] lr: 3.607e-02, eta: 3 days, 18:29:06, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6648, loss_cls: 2.6897, loss: 2.6897, grad_norm: 3.3228 2020-08-04 09:39:32,283 - mmaction - INFO - Epoch [152][2140/3757] lr: 3.607e-02, eta: 3 days, 18:28:46, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6875, loss_cls: 2.5553, loss: 2.5553, grad_norm: 3.2113 2020-08-04 09:39:48,040 - mmaction - INFO - Epoch [152][2160/3757] lr: 3.607e-02, eta: 3 days, 18:28:26, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6789, loss_cls: 2.5443, loss: 2.5443, grad_norm: 3.2289 2020-08-04 09:40:03,848 - mmaction - INFO - Epoch [152][2180/3757] lr: 3.607e-02, eta: 3 days, 18:28:06, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6547, loss_cls: 2.6100, loss: 2.6100, grad_norm: 3.2072 2020-08-04 09:40:19,574 - mmaction - INFO - Epoch [152][2200/3757] lr: 3.607e-02, eta: 3 days, 18:27:45, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6859, loss_cls: 2.5184, loss: 2.5184, grad_norm: 3.2804 2020-08-04 09:40:35,393 - mmaction - INFO - Epoch [152][2220/3757] lr: 3.607e-02, eta: 3 days, 18:27:25, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6438, loss_cls: 2.7195, loss: 2.7195, grad_norm: 3.3020 2020-08-04 09:40:51,220 - mmaction - INFO - Epoch [152][2240/3757] lr: 3.607e-02, eta: 3 days, 18:27:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6555, loss_cls: 2.6636, loss: 2.6636, grad_norm: 3.1783 2020-08-04 09:41:07,097 - mmaction - INFO - Epoch [152][2260/3757] lr: 3.607e-02, eta: 3 days, 18:26:45, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6484, loss_cls: 2.6685, loss: 2.6685, grad_norm: 3.1843 2020-08-04 09:41:22,864 - mmaction - INFO - Epoch [152][2280/3757] lr: 3.607e-02, eta: 3 days, 18:26:25, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6789, loss_cls: 2.6051, loss: 2.6051, grad_norm: 3.2218 2020-08-04 09:41:39,155 - mmaction - INFO - Epoch [152][2300/3757] lr: 3.607e-02, eta: 3 days, 18:26:07, time: 0.815, data_time: 0.027, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6734, loss_cls: 2.5109, loss: 2.5109, grad_norm: 3.2878 2020-08-04 09:41:55,378 - mmaction - INFO - Epoch [152][2320/3757] lr: 3.607e-02, eta: 3 days, 18:25:49, time: 0.811, data_time: 0.022, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6398, loss_cls: 2.6923, loss: 2.6923, grad_norm: 3.2934 2020-08-04 09:42:11,524 - mmaction - INFO - Epoch [152][2340/3757] lr: 3.607e-02, eta: 3 days, 18:25:30, time: 0.807, data_time: 0.022, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6883, loss_cls: 2.5191, loss: 2.5191, grad_norm: 3.2204 2020-08-04 09:42:27,685 - mmaction - INFO - Epoch [152][2360/3757] lr: 3.607e-02, eta: 3 days, 18:25:12, time: 0.808, data_time: 0.024, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6664, loss_cls: 2.6933, loss: 2.6933, grad_norm: 3.3304 2020-08-04 09:42:43,481 - mmaction - INFO - Epoch [152][2380/3757] lr: 3.607e-02, eta: 3 days, 18:24:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6531, loss_cls: 2.6403, loss: 2.6403, grad_norm: 3.2306 2020-08-04 09:42:59,399 - mmaction - INFO - Epoch [152][2400/3757] lr: 3.607e-02, eta: 3 days, 18:24:32, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6602, loss_cls: 2.6004, loss: 2.6004, grad_norm: 3.1653 2020-08-04 09:43:15,178 - mmaction - INFO - Epoch [152][2420/3757] lr: 3.607e-02, eta: 3 days, 18:24:12, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6555, loss_cls: 2.6234, loss: 2.6234, grad_norm: 3.2860 2020-08-04 09:43:30,977 - mmaction - INFO - Epoch [152][2440/3757] lr: 3.607e-02, eta: 3 days, 18:23:51, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6570, loss_cls: 2.6242, loss: 2.6242, grad_norm: 3.1648 2020-08-04 09:43:46,760 - mmaction - INFO - Epoch [152][2460/3757] lr: 3.607e-02, eta: 3 days, 18:23:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6555, loss_cls: 2.6493, loss: 2.6493, grad_norm: 3.2274 2020-08-04 09:44:02,611 - mmaction - INFO - Epoch [152][2480/3757] lr: 3.607e-02, eta: 3 days, 18:23:11, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6703, loss_cls: 2.5803, loss: 2.5803, grad_norm: 3.2378 2020-08-04 09:44:18,489 - mmaction - INFO - Epoch [152][2500/3757] lr: 3.607e-02, eta: 3 days, 18:22:51, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6805, loss_cls: 2.5231, loss: 2.5231, grad_norm: 3.3049 2020-08-04 09:44:34,270 - mmaction - INFO - Epoch [152][2520/3757] lr: 3.607e-02, eta: 3 days, 18:22:31, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6594, loss_cls: 2.6426, loss: 2.6426, grad_norm: 3.2934 2020-08-04 09:44:50,077 - mmaction - INFO - Epoch [152][2540/3757] lr: 3.607e-02, eta: 3 days, 18:22:11, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6711, loss_cls: 2.5611, loss: 2.5611, grad_norm: 3.2873 2020-08-04 09:45:05,916 - mmaction - INFO - Epoch [152][2560/3757] lr: 3.607e-02, eta: 3 days, 18:21:51, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3789, top5_acc: 0.6516, loss_cls: 2.6956, loss: 2.6956, grad_norm: 3.3598 2020-08-04 09:45:21,614 - mmaction - INFO - Epoch [152][2580/3757] lr: 3.607e-02, eta: 3 days, 18:21:31, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6281, loss_cls: 2.7378, loss: 2.7378, grad_norm: 3.2447 2020-08-04 09:45:37,397 - mmaction - INFO - Epoch [152][2600/3757] lr: 3.607e-02, eta: 3 days, 18:21:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.4979, loss: 2.4979, grad_norm: 3.2188 2020-08-04 09:45:53,140 - mmaction - INFO - Epoch [152][2620/3757] lr: 3.607e-02, eta: 3 days, 18:20:50, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6680, loss_cls: 2.6454, loss: 2.6454, grad_norm: 3.3048 2020-08-04 09:46:08,900 - mmaction - INFO - Epoch [152][2640/3757] lr: 3.607e-02, eta: 3 days, 18:20:30, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6664, loss_cls: 2.6436, loss: 2.6436, grad_norm: 3.3389 2020-08-04 09:46:24,711 - mmaction - INFO - Epoch [152][2660/3757] lr: 3.607e-02, eta: 3 days, 18:20:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6781, loss_cls: 2.5303, loss: 2.5303, grad_norm: 3.2484 2020-08-04 09:46:40,556 - mmaction - INFO - Epoch [152][2680/3757] lr: 3.607e-02, eta: 3 days, 18:19:50, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6711, loss_cls: 2.5922, loss: 2.5922, grad_norm: 3.3186 2020-08-04 09:46:56,320 - mmaction - INFO - Epoch [152][2700/3757] lr: 3.607e-02, eta: 3 days, 18:19:29, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6766, loss_cls: 2.5630, loss: 2.5630, grad_norm: 3.2142 2020-08-04 09:47:12,051 - mmaction - INFO - Epoch [152][2720/3757] lr: 3.607e-02, eta: 3 days, 18:19:09, time: 0.787, data_time: 0.005, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6836, loss_cls: 2.5232, loss: 2.5232, grad_norm: 3.2847 2020-08-04 09:47:27,822 - mmaction - INFO - Epoch [152][2740/3757] lr: 3.607e-02, eta: 3 days, 18:18:49, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6578, loss_cls: 2.5827, loss: 2.5827, grad_norm: 3.3044 2020-08-04 09:47:43,554 - mmaction - INFO - Epoch [152][2760/3757] lr: 3.607e-02, eta: 3 days, 18:18:28, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6633, loss_cls: 2.5923, loss: 2.5923, grad_norm: 3.2726 2020-08-04 09:47:59,297 - mmaction - INFO - Epoch [152][2780/3757] lr: 3.607e-02, eta: 3 days, 18:18:08, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6906, loss_cls: 2.5363, loss: 2.5363, grad_norm: 3.2118 2020-08-04 09:48:15,128 - mmaction - INFO - Epoch [152][2800/3757] lr: 3.607e-02, eta: 3 days, 18:17:48, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6789, loss_cls: 2.5292, loss: 2.5292, grad_norm: 3.2114 2020-08-04 09:48:30,931 - mmaction - INFO - Epoch [152][2820/3757] lr: 3.607e-02, eta: 3 days, 18:17:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6797, loss_cls: 2.5298, loss: 2.5298, grad_norm: 3.2018 2020-08-04 09:48:46,765 - mmaction - INFO - Epoch [152][2840/3757] lr: 3.607e-02, eta: 3 days, 18:17:08, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6844, loss_cls: 2.4730, loss: 2.4730, grad_norm: 3.2763 2020-08-04 09:49:02,584 - mmaction - INFO - Epoch [152][2860/3757] lr: 3.607e-02, eta: 3 days, 18:16:48, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6758, loss_cls: 2.5542, loss: 2.5542, grad_norm: 3.3030 2020-08-04 09:49:18,339 - mmaction - INFO - Epoch [152][2880/3757] lr: 3.607e-02, eta: 3 days, 18:16:28, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6680, loss_cls: 2.6020, loss: 2.6020, grad_norm: 3.2847 2020-08-04 09:49:34,239 - mmaction - INFO - Epoch [152][2900/3757] lr: 3.607e-02, eta: 3 days, 18:16:08, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6312, loss_cls: 2.7057, loss: 2.7057, grad_norm: 3.3737 2020-08-04 09:49:50,001 - mmaction - INFO - Epoch [152][2920/3757] lr: 3.607e-02, eta: 3 days, 18:15:48, time: 0.789, data_time: 0.008, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6742, loss_cls: 2.5480, loss: 2.5480, grad_norm: 3.1550 2020-08-04 09:50:05,788 - mmaction - INFO - Epoch [152][2940/3757] lr: 3.607e-02, eta: 3 days, 18:15:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6617, loss_cls: 2.5866, loss: 2.5866, grad_norm: 3.2238 2020-08-04 09:50:21,474 - mmaction - INFO - Epoch [152][2960/3757] lr: 3.607e-02, eta: 3 days, 18:15:07, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6813, loss_cls: 2.5052, loss: 2.5052, grad_norm: 3.2392 2020-08-04 09:50:37,346 - mmaction - INFO - Epoch [152][2980/3757] lr: 3.607e-02, eta: 3 days, 18:14:47, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6570, loss_cls: 2.6924, loss: 2.6924, grad_norm: 3.2750 2020-08-04 09:50:53,061 - mmaction - INFO - Epoch [152][3000/3757] lr: 3.607e-02, eta: 3 days, 18:14:27, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3914, top5_acc: 0.6523, loss_cls: 2.6696, loss: 2.6696, grad_norm: 3.2975 2020-08-04 09:51:08,825 - mmaction - INFO - Epoch [152][3020/3757] lr: 3.607e-02, eta: 3 days, 18:14:07, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6719, loss_cls: 2.5801, loss: 2.5801, grad_norm: 3.2785 2020-08-04 09:51:24,664 - mmaction - INFO - Epoch [152][3040/3757] lr: 3.607e-02, eta: 3 days, 18:13:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6805, loss_cls: 2.4933, loss: 2.4933, grad_norm: 3.1792 2020-08-04 09:51:40,430 - mmaction - INFO - Epoch [152][3060/3757] lr: 3.607e-02, eta: 3 days, 18:13:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6805, loss_cls: 2.5059, loss: 2.5059, grad_norm: 3.2351 2020-08-04 09:51:56,213 - mmaction - INFO - Epoch [152][3080/3757] lr: 3.607e-02, eta: 3 days, 18:13:06, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.5811, loss: 2.5811, grad_norm: 3.3582 2020-08-04 09:52:11,943 - mmaction - INFO - Epoch [152][3100/3757] lr: 3.607e-02, eta: 3 days, 18:12:46, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6648, loss_cls: 2.6300, loss: 2.6300, grad_norm: 3.3450 2020-08-04 09:52:27,756 - mmaction - INFO - Epoch [152][3120/3757] lr: 3.607e-02, eta: 3 days, 18:12:26, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6813, loss_cls: 2.5460, loss: 2.5460, grad_norm: 3.3055 2020-08-04 09:52:43,470 - mmaction - INFO - Epoch [152][3140/3757] lr: 3.607e-02, eta: 3 days, 18:12:05, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6539, loss_cls: 2.6679, loss: 2.6679, grad_norm: 3.3940 2020-08-04 09:52:59,348 - mmaction - INFO - Epoch [152][3160/3757] lr: 3.607e-02, eta: 3 days, 18:11:46, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6625, loss_cls: 2.6109, loss: 2.6109, grad_norm: 3.2610 2020-08-04 09:53:15,109 - mmaction - INFO - Epoch [152][3180/3757] lr: 3.607e-02, eta: 3 days, 18:11:25, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6609, loss_cls: 2.6138, loss: 2.6138, grad_norm: 3.3219 2020-08-04 09:53:30,895 - mmaction - INFO - Epoch [152][3200/3757] lr: 3.607e-02, eta: 3 days, 18:11:05, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6766, loss_cls: 2.5310, loss: 2.5310, grad_norm: 3.1993 2020-08-04 09:53:46,726 - mmaction - INFO - Epoch [152][3220/3757] lr: 3.607e-02, eta: 3 days, 18:10:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6656, loss_cls: 2.5604, loss: 2.5604, grad_norm: 3.2501 2020-08-04 09:54:02,546 - mmaction - INFO - Epoch [152][3240/3757] lr: 3.607e-02, eta: 3 days, 18:10:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6641, loss_cls: 2.6877, loss: 2.6877, grad_norm: 3.4021 2020-08-04 09:54:18,323 - mmaction - INFO - Epoch [152][3260/3757] lr: 3.607e-02, eta: 3 days, 18:10:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6625, loss_cls: 2.6199, loss: 2.6199, grad_norm: 3.2951 2020-08-04 09:54:34,108 - mmaction - INFO - Epoch [152][3280/3757] lr: 3.607e-02, eta: 3 days, 18:09:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6859, loss_cls: 2.5320, loss: 2.5320, grad_norm: 3.2263 2020-08-04 09:54:49,860 - mmaction - INFO - Epoch [152][3300/3757] lr: 3.607e-02, eta: 3 days, 18:09:25, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6469, loss_cls: 2.7032, loss: 2.7032, grad_norm: 3.2326 2020-08-04 09:55:05,624 - mmaction - INFO - Epoch [152][3320/3757] lr: 3.607e-02, eta: 3 days, 18:09:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6602, loss_cls: 2.6536, loss: 2.6536, grad_norm: 3.2645 2020-08-04 09:55:21,364 - mmaction - INFO - Epoch [152][3340/3757] lr: 3.607e-02, eta: 3 days, 18:08:44, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6414, loss_cls: 2.6940, loss: 2.6940, grad_norm: 3.2793 2020-08-04 09:55:37,282 - mmaction - INFO - Epoch [152][3360/3757] lr: 3.607e-02, eta: 3 days, 18:08:25, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6539, loss_cls: 2.6406, loss: 2.6406, grad_norm: 3.2978 2020-08-04 09:55:53,121 - mmaction - INFO - Epoch [152][3380/3757] lr: 3.607e-02, eta: 3 days, 18:08:05, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6773, loss_cls: 2.5801, loss: 2.5801, grad_norm: 3.2859 2020-08-04 09:56:08,977 - mmaction - INFO - Epoch [152][3400/3757] lr: 3.607e-02, eta: 3 days, 18:07:45, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.5201, loss: 2.5201, grad_norm: 3.1778 2020-08-04 09:56:25,011 - mmaction - INFO - Epoch [152][3420/3757] lr: 3.607e-02, eta: 3 days, 18:07:26, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6453, loss_cls: 2.6480, loss: 2.6480, grad_norm: 3.2857 2020-08-04 09:56:41,002 - mmaction - INFO - Epoch [152][3440/3757] lr: 3.607e-02, eta: 3 days, 18:07:07, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6727, loss_cls: 2.5670, loss: 2.5670, grad_norm: 3.2289 2020-08-04 09:56:56,833 - mmaction - INFO - Epoch [152][3460/3757] lr: 3.607e-02, eta: 3 days, 18:06:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6695, loss_cls: 2.5761, loss: 2.5761, grad_norm: 3.2986 2020-08-04 09:57:13,271 - mmaction - INFO - Epoch [152][3480/3757] lr: 3.607e-02, eta: 3 days, 18:06:30, time: 0.822, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6562, loss_cls: 2.6501, loss: 2.6501, grad_norm: 3.2265 2020-08-04 09:57:29,069 - mmaction - INFO - Epoch [152][3500/3757] lr: 3.607e-02, eta: 3 days, 18:06:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6773, loss_cls: 2.5827, loss: 2.5827, grad_norm: 3.2170 2020-08-04 09:57:45,711 - mmaction - INFO - Epoch [152][3520/3757] lr: 3.607e-02, eta: 3 days, 18:05:53, time: 0.832, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6469, loss_cls: 2.7158, loss: 2.7158, grad_norm: 3.3038 2020-08-04 09:58:01,527 - mmaction - INFO - Epoch [152][3540/3757] lr: 3.607e-02, eta: 3 days, 18:05:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6797, loss_cls: 2.5367, loss: 2.5367, grad_norm: 3.2115 2020-08-04 09:58:18,030 - mmaction - INFO - Epoch [152][3560/3757] lr: 3.607e-02, eta: 3 days, 18:05:16, time: 0.825, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6641, loss_cls: 2.6196, loss: 2.6196, grad_norm: 3.3313 2020-08-04 09:58:33,942 - mmaction - INFO - Epoch [152][3580/3757] lr: 3.607e-02, eta: 3 days, 18:04:57, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6789, loss_cls: 2.5477, loss: 2.5477, grad_norm: 3.1435 2020-08-04 09:58:50,789 - mmaction - INFO - Epoch [152][3600/3757] lr: 3.607e-02, eta: 3 days, 18:04:41, time: 0.842, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6813, loss_cls: 2.5822, loss: 2.5822, grad_norm: 3.2141 2020-08-04 09:59:06,717 - mmaction - INFO - Epoch [152][3620/3757] lr: 3.607e-02, eta: 3 days, 18:04:22, time: 0.796, data_time: 0.007, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.6521, loss: 2.6521, grad_norm: 3.3555 2020-08-04 09:59:27,533 - mmaction - INFO - Epoch [152][3640/3757] lr: 3.607e-02, eta: 3 days, 18:04:24, time: 1.042, data_time: 0.241, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6578, loss_cls: 2.6009, loss: 2.6009, grad_norm: 3.2761 2020-08-04 09:59:43,410 - mmaction - INFO - Epoch [152][3660/3757] lr: 3.607e-02, eta: 3 days, 18:04:04, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6687, loss_cls: 2.5741, loss: 2.5741, grad_norm: 3.2578 2020-08-04 09:59:59,220 - mmaction - INFO - Epoch [152][3680/3757] lr: 3.607e-02, eta: 3 days, 18:03:44, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6852, loss_cls: 2.4878, loss: 2.4878, grad_norm: 3.2366 2020-08-04 10:00:19,933 - mmaction - INFO - Epoch [152][3700/3757] lr: 3.607e-02, eta: 3 days, 18:03:45, time: 1.033, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6656, loss_cls: 2.5881, loss: 2.5881, grad_norm: 3.3012 2020-08-04 10:00:36,700 - mmaction - INFO - Epoch [152][3720/3757] lr: 3.607e-02, eta: 3 days, 18:03:29, time: 0.841, data_time: 0.007, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6695, loss_cls: 2.6154, loss: 2.6154, grad_norm: 3.2106 2020-08-04 10:00:52,451 - mmaction - INFO - Epoch [152][3740/3757] lr: 3.607e-02, eta: 3 days, 18:03:09, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6813, loss_cls: 2.5757, loss: 2.5757, grad_norm: 3.3253 2020-08-04 10:01:21,014 - mmaction - INFO - Saving checkpoint at 152 epochs 2020-08-04 10:04:32,353 - mmaction - INFO - Epoch [153][20/3757] lr: 3.549e-02, eta: 3 days, 18:14:09, time: 9.501, data_time: 8.673, memory: 6192, top1_acc: 0.4289, top5_acc: 0.7031, loss_cls: 2.5243, loss: 2.5243, grad_norm: 3.2784 2020-08-04 10:04:48,176 - mmaction - INFO - Epoch [153][40/3757] lr: 3.549e-02, eta: 3 days, 18:13:48, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6820, loss_cls: 2.5481, loss: 2.5481, grad_norm: 3.2126 2020-08-04 10:05:04,134 - mmaction - INFO - Epoch [153][60/3757] lr: 3.549e-02, eta: 3 days, 18:13:29, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6641, loss_cls: 2.6206, loss: 2.6206, grad_norm: 3.2787 2020-08-04 10:05:19,816 - mmaction - INFO - Epoch [153][80/3757] lr: 3.549e-02, eta: 3 days, 18:13:08, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6664, loss_cls: 2.5923, loss: 2.5923, grad_norm: 3.3340 2020-08-04 10:05:35,706 - mmaction - INFO - Epoch [153][100/3757] lr: 3.549e-02, eta: 3 days, 18:12:48, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6617, loss_cls: 2.5569, loss: 2.5569, grad_norm: 3.2114 2020-08-04 10:05:51,506 - mmaction - INFO - Epoch [153][120/3757] lr: 3.549e-02, eta: 3 days, 18:12:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6648, loss_cls: 2.6227, loss: 2.6227, grad_norm: 3.2601 2020-08-04 10:06:07,296 - mmaction - INFO - Epoch [153][140/3757] lr: 3.549e-02, eta: 3 days, 18:12:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6828, loss_cls: 2.5474, loss: 2.5474, grad_norm: 3.2478 2020-08-04 10:06:23,147 - mmaction - INFO - Epoch [153][160/3757] lr: 3.549e-02, eta: 3 days, 18:11:48, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6758, loss_cls: 2.6028, loss: 2.6028, grad_norm: 3.2500 2020-08-04 10:06:38,861 - mmaction - INFO - Epoch [153][180/3757] lr: 3.549e-02, eta: 3 days, 18:11:27, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6633, loss_cls: 2.6127, loss: 2.6127, grad_norm: 3.1758 2020-08-04 10:06:54,668 - mmaction - INFO - Epoch [153][200/3757] lr: 3.549e-02, eta: 3 days, 18:11:07, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6594, loss_cls: 2.6992, loss: 2.6992, grad_norm: 3.2992 2020-08-04 10:07:10,491 - mmaction - INFO - Epoch [153][220/3757] lr: 3.549e-02, eta: 3 days, 18:10:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6781, loss_cls: 2.5750, loss: 2.5750, grad_norm: 3.2747 2020-08-04 10:07:26,351 - mmaction - INFO - Epoch [153][240/3757] lr: 3.549e-02, eta: 3 days, 18:10:27, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.7070, loss_cls: 2.4581, loss: 2.4581, grad_norm: 3.2581 2020-08-04 10:07:42,138 - mmaction - INFO - Epoch [153][260/3757] lr: 3.549e-02, eta: 3 days, 18:10:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6914, loss_cls: 2.5905, loss: 2.5905, grad_norm: 3.3017 2020-08-04 10:07:57,938 - mmaction - INFO - Epoch [153][280/3757] lr: 3.549e-02, eta: 3 days, 18:09:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6570, loss_cls: 2.5776, loss: 2.5776, grad_norm: 3.3346 2020-08-04 10:08:13,801 - mmaction - INFO - Epoch [153][300/3757] lr: 3.549e-02, eta: 3 days, 18:09:27, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6781, loss_cls: 2.5426, loss: 2.5426, grad_norm: 3.2430 2020-08-04 10:08:29,673 - mmaction - INFO - Epoch [153][320/3757] lr: 3.549e-02, eta: 3 days, 18:09:07, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6703, loss_cls: 2.5524, loss: 2.5524, grad_norm: 3.2204 2020-08-04 10:08:45,550 - mmaction - INFO - Epoch [153][340/3757] lr: 3.549e-02, eta: 3 days, 18:08:47, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6852, loss_cls: 2.5507, loss: 2.5507, grad_norm: 3.2275 2020-08-04 10:09:01,319 - mmaction - INFO - Epoch [153][360/3757] lr: 3.549e-02, eta: 3 days, 18:08:27, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6906, loss_cls: 2.5360, loss: 2.5360, grad_norm: 3.3097 2020-08-04 10:09:17,164 - mmaction - INFO - Epoch [153][380/3757] lr: 3.549e-02, eta: 3 days, 18:08:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6500, loss_cls: 2.6504, loss: 2.6504, grad_norm: 3.2779 2020-08-04 10:09:32,973 - mmaction - INFO - Epoch [153][400/3757] lr: 3.549e-02, eta: 3 days, 18:07:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6695, loss_cls: 2.5790, loss: 2.5790, grad_norm: 3.2877 2020-08-04 10:09:48,823 - mmaction - INFO - Epoch [153][420/3757] lr: 3.549e-02, eta: 3 days, 18:07:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6914, loss_cls: 2.5132, loss: 2.5132, grad_norm: 3.1652 2020-08-04 10:10:04,807 - mmaction - INFO - Epoch [153][440/3757] lr: 3.549e-02, eta: 3 days, 18:07:07, time: 0.800, data_time: 0.010, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6656, loss_cls: 2.5728, loss: 2.5728, grad_norm: 3.2756 2020-08-04 10:10:20,492 - mmaction - INFO - Epoch [153][460/3757] lr: 3.549e-02, eta: 3 days, 18:06:47, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6797, loss_cls: 2.5110, loss: 2.5110, grad_norm: 3.3033 2020-08-04 10:10:36,360 - mmaction - INFO - Epoch [153][480/3757] lr: 3.549e-02, eta: 3 days, 18:06:27, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6758, loss_cls: 2.5618, loss: 2.5618, grad_norm: 3.4050 2020-08-04 10:10:52,294 - mmaction - INFO - Epoch [153][500/3757] lr: 3.549e-02, eta: 3 days, 18:06:07, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6742, loss_cls: 2.5353, loss: 2.5353, grad_norm: 3.3033 2020-08-04 10:11:08,060 - mmaction - INFO - Epoch [153][520/3757] lr: 3.549e-02, eta: 3 days, 18:05:47, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6695, loss_cls: 2.6122, loss: 2.6122, grad_norm: 3.2893 2020-08-04 10:11:23,848 - mmaction - INFO - Epoch [153][540/3757] lr: 3.549e-02, eta: 3 days, 18:05:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6781, loss_cls: 2.5932, loss: 2.5932, grad_norm: 3.2951 2020-08-04 10:11:39,707 - mmaction - INFO - Epoch [153][560/3757] lr: 3.549e-02, eta: 3 days, 18:05:07, time: 0.793, data_time: 0.009, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6820, loss_cls: 2.5180, loss: 2.5180, grad_norm: 3.1719 2020-08-04 10:11:55,557 - mmaction - INFO - Epoch [153][580/3757] lr: 3.549e-02, eta: 3 days, 18:04:47, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6820, loss_cls: 2.4811, loss: 2.4811, grad_norm: 3.1692 2020-08-04 10:12:11,299 - mmaction - INFO - Epoch [153][600/3757] lr: 3.549e-02, eta: 3 days, 18:04:26, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6727, loss_cls: 2.5585, loss: 2.5585, grad_norm: 3.3331 2020-08-04 10:12:27,117 - mmaction - INFO - Epoch [153][620/3757] lr: 3.549e-02, eta: 3 days, 18:04:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6836, loss_cls: 2.5305, loss: 2.5305, grad_norm: 3.2391 2020-08-04 10:12:42,992 - mmaction - INFO - Epoch [153][640/3757] lr: 3.549e-02, eta: 3 days, 18:03:46, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6922, loss_cls: 2.4704, loss: 2.4704, grad_norm: 3.2998 2020-08-04 10:12:58,740 - mmaction - INFO - Epoch [153][660/3757] lr: 3.549e-02, eta: 3 days, 18:03:26, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6789, loss_cls: 2.5851, loss: 2.5851, grad_norm: 3.3341 2020-08-04 10:13:14,519 - mmaction - INFO - Epoch [153][680/3757] lr: 3.549e-02, eta: 3 days, 18:03:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6797, loss_cls: 2.5426, loss: 2.5426, grad_norm: 3.2400 2020-08-04 10:13:30,802 - mmaction - INFO - Epoch [153][700/3757] lr: 3.549e-02, eta: 3 days, 18:02:47, time: 0.812, data_time: 0.018, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6727, loss_cls: 2.5788, loss: 2.5788, grad_norm: 3.3828 2020-08-04 10:13:46,551 - mmaction - INFO - Epoch [153][720/3757] lr: 3.549e-02, eta: 3 days, 18:02:27, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6742, loss_cls: 2.5495, loss: 2.5495, grad_norm: 3.2910 2020-08-04 10:14:02,334 - mmaction - INFO - Epoch [153][740/3757] lr: 3.549e-02, eta: 3 days, 18:02:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6602, loss_cls: 2.6525, loss: 2.6525, grad_norm: 3.3586 2020-08-04 10:14:18,126 - mmaction - INFO - Epoch [153][760/3757] lr: 3.549e-02, eta: 3 days, 18:01:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6930, loss_cls: 2.4971, loss: 2.4971, grad_norm: 3.3295 2020-08-04 10:14:33,951 - mmaction - INFO - Epoch [153][780/3757] lr: 3.549e-02, eta: 3 days, 18:01:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6508, loss_cls: 2.6574, loss: 2.6574, grad_norm: 3.3304 2020-08-04 10:14:49,769 - mmaction - INFO - Epoch [153][800/3757] lr: 3.549e-02, eta: 3 days, 18:01:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6703, loss_cls: 2.5717, loss: 2.5717, grad_norm: 3.3516 2020-08-04 10:15:05,663 - mmaction - INFO - Epoch [153][820/3757] lr: 3.549e-02, eta: 3 days, 18:00:47, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6703, loss_cls: 2.5949, loss: 2.5949, grad_norm: 3.3755 2020-08-04 10:15:21,408 - mmaction - INFO - Epoch [153][840/3757] lr: 3.549e-02, eta: 3 days, 18:00:27, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6516, loss_cls: 2.6133, loss: 2.6133, grad_norm: 3.2860 2020-08-04 10:15:37,228 - mmaction - INFO - Epoch [153][860/3757] lr: 3.549e-02, eta: 3 days, 18:00:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6695, loss_cls: 2.5694, loss: 2.5694, grad_norm: 3.3767 2020-08-04 10:15:53,008 - mmaction - INFO - Epoch [153][880/3757] lr: 3.549e-02, eta: 3 days, 17:59:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6750, loss_cls: 2.6003, loss: 2.6003, grad_norm: 3.2529 2020-08-04 10:16:08,794 - mmaction - INFO - Epoch [153][900/3757] lr: 3.549e-02, eta: 3 days, 17:59:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6773, loss_cls: 2.5319, loss: 2.5319, grad_norm: 3.1888 2020-08-04 10:16:24,576 - mmaction - INFO - Epoch [153][920/3757] lr: 3.549e-02, eta: 3 days, 17:59:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 2.5098, loss: 2.5098, grad_norm: 3.3784 2020-08-04 10:16:40,369 - mmaction - INFO - Epoch [153][940/3757] lr: 3.549e-02, eta: 3 days, 17:58:46, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6781, loss_cls: 2.5673, loss: 2.5673, grad_norm: 3.3902 2020-08-04 10:16:56,160 - mmaction - INFO - Epoch [153][960/3757] lr: 3.549e-02, eta: 3 days, 17:58:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6617, loss_cls: 2.6551, loss: 2.6551, grad_norm: 3.3238 2020-08-04 10:17:11,985 - mmaction - INFO - Epoch [153][980/3757] lr: 3.549e-02, eta: 3 days, 17:58:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6578, loss_cls: 2.6558, loss: 2.6558, grad_norm: 3.2778 2020-08-04 10:17:27,691 - mmaction - INFO - Epoch [153][1000/3757] lr: 3.549e-02, eta: 3 days, 17:57:45, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6508, loss_cls: 2.6438, loss: 2.6438, grad_norm: 3.2189 2020-08-04 10:17:43,435 - mmaction - INFO - Epoch [153][1020/3757] lr: 3.549e-02, eta: 3 days, 17:57:25, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6930, loss_cls: 2.4710, loss: 2.4710, grad_norm: 3.1980 2020-08-04 10:17:59,292 - mmaction - INFO - Epoch [153][1040/3757] lr: 3.549e-02, eta: 3 days, 17:57:05, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6844, loss_cls: 2.4946, loss: 2.4946, grad_norm: 3.2365 2020-08-04 10:18:15,088 - mmaction - INFO - Epoch [153][1060/3757] lr: 3.549e-02, eta: 3 days, 17:56:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6531, loss_cls: 2.6350, loss: 2.6350, grad_norm: 3.3198 2020-08-04 10:18:30,918 - mmaction - INFO - Epoch [153][1080/3757] lr: 3.549e-02, eta: 3 days, 17:56:25, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6766, loss_cls: 2.5138, loss: 2.5138, grad_norm: 3.2532 2020-08-04 10:18:46,694 - mmaction - INFO - Epoch [153][1100/3757] lr: 3.549e-02, eta: 3 days, 17:56:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6789, loss_cls: 2.5420, loss: 2.5420, grad_norm: 3.2767 2020-08-04 10:19:02,527 - mmaction - INFO - Epoch [153][1120/3757] lr: 3.549e-02, eta: 3 days, 17:55:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6516, loss_cls: 2.6655, loss: 2.6655, grad_norm: 3.3582 2020-08-04 10:19:18,338 - mmaction - INFO - Epoch [153][1140/3757] lr: 3.549e-02, eta: 3 days, 17:55:24, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6484, loss_cls: 2.6672, loss: 2.6672, grad_norm: 3.3042 2020-08-04 10:19:34,113 - mmaction - INFO - Epoch [153][1160/3757] lr: 3.549e-02, eta: 3 days, 17:55:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6523, loss_cls: 2.6743, loss: 2.6743, grad_norm: 3.3508 2020-08-04 10:19:49,895 - mmaction - INFO - Epoch [153][1180/3757] lr: 3.549e-02, eta: 3 days, 17:54:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6617, loss_cls: 2.6178, loss: 2.6178, grad_norm: 3.2586 2020-08-04 10:20:05,775 - mmaction - INFO - Epoch [153][1200/3757] lr: 3.549e-02, eta: 3 days, 17:54:24, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6813, loss_cls: 2.5785, loss: 2.5785, grad_norm: 3.3179 2020-08-04 10:20:21,445 - mmaction - INFO - Epoch [153][1220/3757] lr: 3.549e-02, eta: 3 days, 17:54:04, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6773, loss_cls: 2.5303, loss: 2.5303, grad_norm: 3.2801 2020-08-04 10:20:37,205 - mmaction - INFO - Epoch [153][1240/3757] lr: 3.549e-02, eta: 3 days, 17:53:43, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6820, loss_cls: 2.5231, loss: 2.5231, grad_norm: 3.2091 2020-08-04 10:20:52,972 - mmaction - INFO - Epoch [153][1260/3757] lr: 3.549e-02, eta: 3 days, 17:53:23, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6570, loss_cls: 2.6534, loss: 2.6534, grad_norm: 3.3295 2020-08-04 10:21:08,791 - mmaction - INFO - Epoch [153][1280/3757] lr: 3.549e-02, eta: 3 days, 17:53:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6781, loss_cls: 2.5192, loss: 2.5192, grad_norm: 3.2459 2020-08-04 10:21:24,564 - mmaction - INFO - Epoch [153][1300/3757] lr: 3.549e-02, eta: 3 days, 17:52:43, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6711, loss_cls: 2.5878, loss: 2.5878, grad_norm: 3.2913 2020-08-04 10:21:40,387 - mmaction - INFO - Epoch [153][1320/3757] lr: 3.549e-02, eta: 3 days, 17:52:23, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6523, loss_cls: 2.7092, loss: 2.7092, grad_norm: 3.3936 2020-08-04 10:21:56,094 - mmaction - INFO - Epoch [153][1340/3757] lr: 3.549e-02, eta: 3 days, 17:52:02, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6664, loss_cls: 2.6224, loss: 2.6224, grad_norm: 3.3367 2020-08-04 10:22:11,909 - mmaction - INFO - Epoch [153][1360/3757] lr: 3.549e-02, eta: 3 days, 17:51:42, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6766, loss_cls: 2.5355, loss: 2.5355, grad_norm: 3.2349 2020-08-04 10:22:27,763 - mmaction - INFO - Epoch [153][1380/3757] lr: 3.549e-02, eta: 3 days, 17:51:22, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6813, loss_cls: 2.5503, loss: 2.5503, grad_norm: 3.3607 2020-08-04 10:22:43,498 - mmaction - INFO - Epoch [153][1400/3757] lr: 3.549e-02, eta: 3 days, 17:51:02, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6914, loss_cls: 2.5412, loss: 2.5412, grad_norm: 3.3192 2020-08-04 10:22:59,345 - mmaction - INFO - Epoch [153][1420/3757] lr: 3.549e-02, eta: 3 days, 17:50:42, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6547, loss_cls: 2.6249, loss: 2.6249, grad_norm: 3.2733 2020-08-04 10:23:15,217 - mmaction - INFO - Epoch [153][1440/3757] lr: 3.549e-02, eta: 3 days, 17:50:22, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6391, loss_cls: 2.6725, loss: 2.6725, grad_norm: 3.2034 2020-08-04 10:23:31,011 - mmaction - INFO - Epoch [153][1460/3757] lr: 3.549e-02, eta: 3 days, 17:50:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6758, loss_cls: 2.5561, loss: 2.5561, grad_norm: 3.2747 2020-08-04 10:23:46,843 - mmaction - INFO - Epoch [153][1480/3757] lr: 3.549e-02, eta: 3 days, 17:49:42, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6836, loss_cls: 2.5642, loss: 2.5642, grad_norm: 3.2716 2020-08-04 10:24:02,630 - mmaction - INFO - Epoch [153][1500/3757] lr: 3.549e-02, eta: 3 days, 17:49:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6508, loss_cls: 2.6273, loss: 2.6273, grad_norm: 3.2680 2020-08-04 10:24:18,435 - mmaction - INFO - Epoch [153][1520/3757] lr: 3.549e-02, eta: 3 days, 17:49:02, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3953, top5_acc: 0.6625, loss_cls: 2.6501, loss: 2.6501, grad_norm: 3.3011 2020-08-04 10:24:38,798 - mmaction - INFO - Epoch [153][1540/3757] lr: 3.549e-02, eta: 3 days, 17:49:01, time: 1.018, data_time: 0.027, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6898, loss_cls: 2.5088, loss: 2.5088, grad_norm: 3.2901 2020-08-04 10:24:58,024 - mmaction - INFO - Epoch [153][1560/3757] lr: 3.549e-02, eta: 3 days, 17:48:56, time: 0.961, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6484, loss_cls: 2.6718, loss: 2.6718, grad_norm: 3.3012 2020-08-04 10:25:13,878 - mmaction - INFO - Epoch [153][1580/3757] lr: 3.549e-02, eta: 3 days, 17:48:36, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6828, loss_cls: 2.4871, loss: 2.4871, grad_norm: 3.2335 2020-08-04 10:25:29,684 - mmaction - INFO - Epoch [153][1600/3757] lr: 3.549e-02, eta: 3 days, 17:48:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6773, loss_cls: 2.5632, loss: 2.5632, grad_norm: 3.2798 2020-08-04 10:25:46,203 - mmaction - INFO - Epoch [153][1620/3757] lr: 3.549e-02, eta: 3 days, 17:47:59, time: 0.826, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.4596, loss: 2.4596, grad_norm: 3.2613 2020-08-04 10:26:02,009 - mmaction - INFO - Epoch [153][1640/3757] lr: 3.549e-02, eta: 3 days, 17:47:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6680, loss_cls: 2.6152, loss: 2.6152, grad_norm: 3.1889 2020-08-04 10:26:17,787 - mmaction - INFO - Epoch [153][1660/3757] lr: 3.549e-02, eta: 3 days, 17:47:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6516, loss_cls: 2.6745, loss: 2.6745, grad_norm: 3.2894 2020-08-04 10:26:33,542 - mmaction - INFO - Epoch [153][1680/3757] lr: 3.549e-02, eta: 3 days, 17:46:58, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6773, loss_cls: 2.5288, loss: 2.5288, grad_norm: 3.1204 2020-08-04 10:26:49,320 - mmaction - INFO - Epoch [153][1700/3757] lr: 3.549e-02, eta: 3 days, 17:46:38, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6906, loss_cls: 2.4843, loss: 2.4843, grad_norm: 3.1758 2020-08-04 10:27:05,172 - mmaction - INFO - Epoch [153][1720/3757] lr: 3.549e-02, eta: 3 days, 17:46:18, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6586, loss_cls: 2.6085, loss: 2.6085, grad_norm: 3.3399 2020-08-04 10:27:20,924 - mmaction - INFO - Epoch [153][1740/3757] lr: 3.549e-02, eta: 3 days, 17:45:58, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6641, loss_cls: 2.6335, loss: 2.6335, grad_norm: 3.2548 2020-08-04 10:27:36,708 - mmaction - INFO - Epoch [153][1760/3757] lr: 3.549e-02, eta: 3 days, 17:45:38, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6766, loss_cls: 2.5576, loss: 2.5576, grad_norm: 3.2511 2020-08-04 10:27:52,500 - mmaction - INFO - Epoch [153][1780/3757] lr: 3.549e-02, eta: 3 days, 17:45:18, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6523, loss_cls: 2.6406, loss: 2.6406, grad_norm: 3.2543 2020-08-04 10:28:08,277 - mmaction - INFO - Epoch [153][1800/3757] lr: 3.549e-02, eta: 3 days, 17:44:58, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6727, loss_cls: 2.5369, loss: 2.5369, grad_norm: 3.2783 2020-08-04 10:28:24,060 - mmaction - INFO - Epoch [153][1820/3757] lr: 3.549e-02, eta: 3 days, 17:44:38, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6625, loss_cls: 2.6412, loss: 2.6412, grad_norm: 3.3075 2020-08-04 10:28:39,852 - mmaction - INFO - Epoch [153][1840/3757] lr: 3.549e-02, eta: 3 days, 17:44:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.7000, loss_cls: 2.4338, loss: 2.4338, grad_norm: 3.2138 2020-08-04 10:28:55,664 - mmaction - INFO - Epoch [153][1860/3757] lr: 3.549e-02, eta: 3 days, 17:43:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.6977, loss_cls: 2.4000, loss: 2.4000, grad_norm: 3.2189 2020-08-04 10:29:11,469 - mmaction - INFO - Epoch [153][1880/3757] lr: 3.549e-02, eta: 3 days, 17:43:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6500, loss_cls: 2.6318, loss: 2.6318, grad_norm: 3.3386 2020-08-04 10:29:27,345 - mmaction - INFO - Epoch [153][1900/3757] lr: 3.549e-02, eta: 3 days, 17:43:18, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6766, loss_cls: 2.5169, loss: 2.5169, grad_norm: 3.3286 2020-08-04 10:29:43,268 - mmaction - INFO - Epoch [153][1920/3757] lr: 3.549e-02, eta: 3 days, 17:42:58, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6578, loss_cls: 2.6048, loss: 2.6048, grad_norm: 3.3286 2020-08-04 10:29:59,072 - mmaction - INFO - Epoch [153][1940/3757] lr: 3.549e-02, eta: 3 days, 17:42:38, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6508, loss_cls: 2.6637, loss: 2.6637, grad_norm: 3.3528 2020-08-04 10:30:14,878 - mmaction - INFO - Epoch [153][1960/3757] lr: 3.549e-02, eta: 3 days, 17:42:18, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6641, loss_cls: 2.6746, loss: 2.6746, grad_norm: 3.3040 2020-08-04 10:30:30,629 - mmaction - INFO - Epoch [153][1980/3757] lr: 3.549e-02, eta: 3 days, 17:41:58, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6602, loss_cls: 2.6699, loss: 2.6699, grad_norm: 3.2909 2020-08-04 10:30:46,459 - mmaction - INFO - Epoch [153][2000/3757] lr: 3.549e-02, eta: 3 days, 17:41:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6477, loss_cls: 2.6874, loss: 2.6874, grad_norm: 3.2714 2020-08-04 10:31:02,187 - mmaction - INFO - Epoch [153][2020/3757] lr: 3.549e-02, eta: 3 days, 17:41:18, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6891, loss_cls: 2.5691, loss: 2.5691, grad_norm: 3.2750 2020-08-04 10:31:17,949 - mmaction - INFO - Epoch [153][2040/3757] lr: 3.549e-02, eta: 3 days, 17:40:57, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6633, loss_cls: 2.5120, loss: 2.5120, grad_norm: 3.2381 2020-08-04 10:31:33,731 - mmaction - INFO - Epoch [153][2060/3757] lr: 3.549e-02, eta: 3 days, 17:40:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6664, loss_cls: 2.6520, loss: 2.6520, grad_norm: 3.2932 2020-08-04 10:31:49,528 - mmaction - INFO - Epoch [153][2080/3757] lr: 3.549e-02, eta: 3 days, 17:40:17, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6625, loss_cls: 2.6172, loss: 2.6172, grad_norm: 3.2586 2020-08-04 10:32:05,348 - mmaction - INFO - Epoch [153][2100/3757] lr: 3.549e-02, eta: 3 days, 17:39:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6648, loss_cls: 2.5301, loss: 2.5301, grad_norm: 3.1302 2020-08-04 10:32:21,014 - mmaction - INFO - Epoch [153][2120/3757] lr: 3.549e-02, eta: 3 days, 17:39:37, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6680, loss_cls: 2.5567, loss: 2.5567, grad_norm: 3.2173 2020-08-04 10:32:36,869 - mmaction - INFO - Epoch [153][2140/3757] lr: 3.549e-02, eta: 3 days, 17:39:17, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6648, loss_cls: 2.5888, loss: 2.5888, grad_norm: 3.2689 2020-08-04 10:32:52,752 - mmaction - INFO - Epoch [153][2160/3757] lr: 3.549e-02, eta: 3 days, 17:38:57, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6602, loss_cls: 2.6055, loss: 2.6055, grad_norm: 3.2446 2020-08-04 10:33:08,462 - mmaction - INFO - Epoch [153][2180/3757] lr: 3.549e-02, eta: 3 days, 17:38:37, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6805, loss_cls: 2.5316, loss: 2.5316, grad_norm: 3.1901 2020-08-04 10:33:24,294 - mmaction - INFO - Epoch [153][2200/3757] lr: 3.549e-02, eta: 3 days, 17:38:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6547, loss_cls: 2.6658, loss: 2.6658, grad_norm: 3.3594 2020-08-04 10:33:40,071 - mmaction - INFO - Epoch [153][2220/3757] lr: 3.549e-02, eta: 3 days, 17:37:57, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6547, loss_cls: 2.6339, loss: 2.6339, grad_norm: 3.2690 2020-08-04 10:33:55,887 - mmaction - INFO - Epoch [153][2240/3757] lr: 3.549e-02, eta: 3 days, 17:37:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6570, loss_cls: 2.7075, loss: 2.7075, grad_norm: 3.2807 2020-08-04 10:34:11,700 - mmaction - INFO - Epoch [153][2260/3757] lr: 3.549e-02, eta: 3 days, 17:37:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6687, loss_cls: 2.5566, loss: 2.5566, grad_norm: 3.2072 2020-08-04 10:34:27,501 - mmaction - INFO - Epoch [153][2280/3757] lr: 3.549e-02, eta: 3 days, 17:36:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6617, loss_cls: 2.6153, loss: 2.6153, grad_norm: 3.2528 2020-08-04 10:34:43,290 - mmaction - INFO - Epoch [153][2300/3757] lr: 3.549e-02, eta: 3 days, 17:36:37, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6859, loss_cls: 2.5142, loss: 2.5142, grad_norm: 3.2301 2020-08-04 10:34:59,036 - mmaction - INFO - Epoch [153][2320/3757] lr: 3.549e-02, eta: 3 days, 17:36:17, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6836, loss_cls: 2.6127, loss: 2.6127, grad_norm: 3.3526 2020-08-04 10:35:14,938 - mmaction - INFO - Epoch [153][2340/3757] lr: 3.549e-02, eta: 3 days, 17:35:57, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6633, loss_cls: 2.5662, loss: 2.5662, grad_norm: 3.1700 2020-08-04 10:35:30,604 - mmaction - INFO - Epoch [153][2360/3757] lr: 3.549e-02, eta: 3 days, 17:35:36, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6867, loss_cls: 2.5102, loss: 2.5102, grad_norm: 3.1634 2020-08-04 10:35:47,186 - mmaction - INFO - Epoch [153][2380/3757] lr: 3.549e-02, eta: 3 days, 17:35:20, time: 0.829, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6539, loss_cls: 2.6235, loss: 2.6235, grad_norm: 3.2958 2020-08-04 10:36:02,965 - mmaction - INFO - Epoch [153][2400/3757] lr: 3.549e-02, eta: 3 days, 17:35:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6766, loss_cls: 2.5289, loss: 2.5289, grad_norm: 3.2754 2020-08-04 10:36:18,779 - mmaction - INFO - Epoch [153][2420/3757] lr: 3.549e-02, eta: 3 days, 17:34:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6539, loss_cls: 2.6541, loss: 2.6541, grad_norm: 3.2970 2020-08-04 10:36:35,009 - mmaction - INFO - Epoch [153][2440/3757] lr: 3.549e-02, eta: 3 days, 17:34:21, time: 0.811, data_time: 0.016, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6547, loss_cls: 2.6441, loss: 2.6441, grad_norm: 3.3144 2020-08-04 10:36:50,916 - mmaction - INFO - Epoch [153][2460/3757] lr: 3.549e-02, eta: 3 days, 17:34:02, time: 0.797, data_time: 0.010, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6695, loss_cls: 2.5654, loss: 2.5654, grad_norm: 3.2903 2020-08-04 10:37:06,702 - mmaction - INFO - Epoch [153][2480/3757] lr: 3.549e-02, eta: 3 days, 17:33:42, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6781, loss_cls: 2.5487, loss: 2.5487, grad_norm: 3.2031 2020-08-04 10:37:22,539 - mmaction - INFO - Epoch [153][2500/3757] lr: 3.549e-02, eta: 3 days, 17:33:22, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6469, loss_cls: 2.6314, loss: 2.6314, grad_norm: 3.2279 2020-08-04 10:37:38,326 - mmaction - INFO - Epoch [153][2520/3757] lr: 3.549e-02, eta: 3 days, 17:33:02, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6664, loss_cls: 2.5877, loss: 2.5877, grad_norm: 3.1746 2020-08-04 10:37:54,074 - mmaction - INFO - Epoch [153][2540/3757] lr: 3.549e-02, eta: 3 days, 17:32:42, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6523, loss_cls: 2.6477, loss: 2.6477, grad_norm: 3.2416 2020-08-04 10:38:09,948 - mmaction - INFO - Epoch [153][2560/3757] lr: 3.549e-02, eta: 3 days, 17:32:22, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6625, loss_cls: 2.5956, loss: 2.5956, grad_norm: 3.4025 2020-08-04 10:38:25,719 - mmaction - INFO - Epoch [153][2580/3757] lr: 3.549e-02, eta: 3 days, 17:32:02, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6633, loss_cls: 2.5854, loss: 2.5854, grad_norm: 3.2434 2020-08-04 10:38:41,511 - mmaction - INFO - Epoch [153][2600/3757] lr: 3.549e-02, eta: 3 days, 17:31:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6789, loss_cls: 2.5207, loss: 2.5207, grad_norm: 3.3303 2020-08-04 10:38:57,314 - mmaction - INFO - Epoch [153][2620/3757] lr: 3.549e-02, eta: 3 days, 17:31:22, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6633, loss_cls: 2.5424, loss: 2.5424, grad_norm: 3.2398 2020-08-04 10:39:13,162 - mmaction - INFO - Epoch [153][2640/3757] lr: 3.549e-02, eta: 3 days, 17:31:02, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6781, loss_cls: 2.5315, loss: 2.5315, grad_norm: 3.1855 2020-08-04 10:39:28,926 - mmaction - INFO - Epoch [153][2660/3757] lr: 3.549e-02, eta: 3 days, 17:30:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6805, loss_cls: 2.5976, loss: 2.5976, grad_norm: 3.2917 2020-08-04 10:39:44,786 - mmaction - INFO - Epoch [153][2680/3757] lr: 3.549e-02, eta: 3 days, 17:30:22, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6781, loss_cls: 2.5435, loss: 2.5435, grad_norm: 3.2411 2020-08-04 10:40:00,665 - mmaction - INFO - Epoch [153][2700/3757] lr: 3.549e-02, eta: 3 days, 17:30:03, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6844, loss_cls: 2.5686, loss: 2.5686, grad_norm: 3.3671 2020-08-04 10:40:16,506 - mmaction - INFO - Epoch [153][2720/3757] lr: 3.549e-02, eta: 3 days, 17:29:43, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6977, loss_cls: 2.4953, loss: 2.4953, grad_norm: 3.1786 2020-08-04 10:40:32,307 - mmaction - INFO - Epoch [153][2740/3757] lr: 3.549e-02, eta: 3 days, 17:29:23, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6719, loss_cls: 2.5625, loss: 2.5625, grad_norm: 3.2959 2020-08-04 10:40:48,181 - mmaction - INFO - Epoch [153][2760/3757] lr: 3.549e-02, eta: 3 days, 17:29:03, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6891, loss_cls: 2.5932, loss: 2.5932, grad_norm: 3.3651 2020-08-04 10:41:03,980 - mmaction - INFO - Epoch [153][2780/3757] lr: 3.549e-02, eta: 3 days, 17:28:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6711, loss_cls: 2.5743, loss: 2.5743, grad_norm: 3.2775 2020-08-04 10:41:20,314 - mmaction - INFO - Epoch [153][2800/3757] lr: 3.549e-02, eta: 3 days, 17:28:25, time: 0.817, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6727, loss_cls: 2.5613, loss: 2.5613, grad_norm: 3.3019 2020-08-04 10:41:35,995 - mmaction - INFO - Epoch [153][2820/3757] lr: 3.549e-02, eta: 3 days, 17:28:05, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6641, loss_cls: 2.6565, loss: 2.6565, grad_norm: 3.3477 2020-08-04 10:41:51,854 - mmaction - INFO - Epoch [153][2840/3757] lr: 3.549e-02, eta: 3 days, 17:27:45, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6898, loss_cls: 2.5502, loss: 2.5502, grad_norm: 3.3618 2020-08-04 10:42:07,665 - mmaction - INFO - Epoch [153][2860/3757] lr: 3.549e-02, eta: 3 days, 17:27:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6773, loss_cls: 2.5364, loss: 2.5364, grad_norm: 3.3434 2020-08-04 10:42:23,538 - mmaction - INFO - Epoch [153][2880/3757] lr: 3.549e-02, eta: 3 days, 17:27:06, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6492, loss_cls: 2.6437, loss: 2.6437, grad_norm: 3.2918 2020-08-04 10:42:41,470 - mmaction - INFO - Epoch [153][2900/3757] lr: 3.549e-02, eta: 3 days, 17:26:55, time: 0.896, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6773, loss_cls: 2.5420, loss: 2.5420, grad_norm: 3.2842 2020-08-04 10:42:57,271 - mmaction - INFO - Epoch [153][2920/3757] lr: 3.549e-02, eta: 3 days, 17:26:35, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.6125, loss: 2.6125, grad_norm: 3.2838 2020-08-04 10:43:13,054 - mmaction - INFO - Epoch [153][2940/3757] lr: 3.549e-02, eta: 3 days, 17:26:15, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6687, loss_cls: 2.6241, loss: 2.6241, grad_norm: 3.3330 2020-08-04 10:43:28,895 - mmaction - INFO - Epoch [153][2960/3757] lr: 3.549e-02, eta: 3 days, 17:25:55, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6539, loss_cls: 2.6253, loss: 2.6253, grad_norm: 3.3004 2020-08-04 10:43:44,684 - mmaction - INFO - Epoch [153][2980/3757] lr: 3.549e-02, eta: 3 days, 17:25:35, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6680, loss_cls: 2.6281, loss: 2.6281, grad_norm: 3.3010 2020-08-04 10:44:00,446 - mmaction - INFO - Epoch [153][3000/3757] lr: 3.549e-02, eta: 3 days, 17:25:15, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6656, loss_cls: 2.5642, loss: 2.5642, grad_norm: 3.2630 2020-08-04 10:44:16,262 - mmaction - INFO - Epoch [153][3020/3757] lr: 3.549e-02, eta: 3 days, 17:24:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6547, loss_cls: 2.6137, loss: 2.6137, grad_norm: 3.2748 2020-08-04 10:44:32,051 - mmaction - INFO - Epoch [153][3040/3757] lr: 3.549e-02, eta: 3 days, 17:24:35, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6937, loss_cls: 2.4815, loss: 2.4815, grad_norm: 3.2573 2020-08-04 10:44:47,812 - mmaction - INFO - Epoch [153][3060/3757] lr: 3.549e-02, eta: 3 days, 17:24:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.6254, loss: 2.6254, grad_norm: 3.2735 2020-08-04 10:45:03,660 - mmaction - INFO - Epoch [153][3080/3757] lr: 3.549e-02, eta: 3 days, 17:23:55, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6617, loss_cls: 2.6238, loss: 2.6238, grad_norm: 3.1724 2020-08-04 10:45:19,435 - mmaction - INFO - Epoch [153][3100/3757] lr: 3.549e-02, eta: 3 days, 17:23:35, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6461, loss_cls: 2.6963, loss: 2.6963, grad_norm: 3.2204 2020-08-04 10:45:35,329 - mmaction - INFO - Epoch [153][3120/3757] lr: 3.549e-02, eta: 3 days, 17:23:15, time: 0.795, data_time: 0.008, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6922, loss_cls: 2.4467, loss: 2.4467, grad_norm: 3.2501 2020-08-04 10:45:51,108 - mmaction - INFO - Epoch [153][3140/3757] lr: 3.549e-02, eta: 3 days, 17:22:55, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6867, loss_cls: 2.5087, loss: 2.5087, grad_norm: 3.2252 2020-08-04 10:46:08,296 - mmaction - INFO - Epoch [153][3160/3757] lr: 3.549e-02, eta: 3 days, 17:22:41, time: 0.860, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6797, loss_cls: 2.5883, loss: 2.5883, grad_norm: 3.3152 2020-08-04 10:46:24,153 - mmaction - INFO - Epoch [153][3180/3757] lr: 3.549e-02, eta: 3 days, 17:22:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3844, top5_acc: 0.6484, loss_cls: 2.6949, loss: 2.6949, grad_norm: 3.3661 2020-08-04 10:46:39,919 - mmaction - INFO - Epoch [153][3200/3757] lr: 3.549e-02, eta: 3 days, 17:22:01, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6578, loss_cls: 2.5984, loss: 2.5984, grad_norm: 3.3361 2020-08-04 10:46:55,712 - mmaction - INFO - Epoch [153][3220/3757] lr: 3.549e-02, eta: 3 days, 17:21:41, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6742, loss_cls: 2.5548, loss: 2.5548, grad_norm: 3.3713 2020-08-04 10:47:11,566 - mmaction - INFO - Epoch [153][3240/3757] lr: 3.549e-02, eta: 3 days, 17:21:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6945, loss_cls: 2.4650, loss: 2.4650, grad_norm: 3.1735 2020-08-04 10:47:27,338 - mmaction - INFO - Epoch [153][3260/3757] lr: 3.549e-02, eta: 3 days, 17:21:02, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6773, loss_cls: 2.6159, loss: 2.6159, grad_norm: 3.3217 2020-08-04 10:47:43,118 - mmaction - INFO - Epoch [153][3280/3757] lr: 3.549e-02, eta: 3 days, 17:20:42, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6727, loss_cls: 2.5482, loss: 2.5482, grad_norm: 3.2034 2020-08-04 10:47:58,937 - mmaction - INFO - Epoch [153][3300/3757] lr: 3.549e-02, eta: 3 days, 17:20:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6664, loss_cls: 2.5894, loss: 2.5894, grad_norm: 3.3734 2020-08-04 10:48:14,820 - mmaction - INFO - Epoch [153][3320/3757] lr: 3.549e-02, eta: 3 days, 17:20:02, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6633, loss_cls: 2.5801, loss: 2.5801, grad_norm: 3.2825 2020-08-04 10:48:30,707 - mmaction - INFO - Epoch [153][3340/3757] lr: 3.549e-02, eta: 3 days, 17:19:43, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6836, loss_cls: 2.4946, loss: 2.4946, grad_norm: 3.2867 2020-08-04 10:48:46,459 - mmaction - INFO - Epoch [153][3360/3757] lr: 3.549e-02, eta: 3 days, 17:19:22, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6828, loss_cls: 2.5258, loss: 2.5258, grad_norm: 3.2969 2020-08-04 10:49:02,801 - mmaction - INFO - Epoch [153][3380/3757] lr: 3.549e-02, eta: 3 days, 17:19:05, time: 0.819, data_time: 0.005, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6828, loss_cls: 2.4730, loss: 2.4730, grad_norm: 3.2704 2020-08-04 10:49:18,588 - mmaction - INFO - Epoch [153][3400/3757] lr: 3.549e-02, eta: 3 days, 17:18:45, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6562, loss_cls: 2.6009, loss: 2.6009, grad_norm: 3.2615 2020-08-04 10:49:34,441 - mmaction - INFO - Epoch [153][3420/3757] lr: 3.549e-02, eta: 3 days, 17:18:25, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6492, loss_cls: 2.6935, loss: 2.6935, grad_norm: 3.3051 2020-08-04 10:49:50,226 - mmaction - INFO - Epoch [153][3440/3757] lr: 3.549e-02, eta: 3 days, 17:18:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6516, loss_cls: 2.7150, loss: 2.7150, grad_norm: 3.2741 2020-08-04 10:50:06,072 - mmaction - INFO - Epoch [153][3460/3757] lr: 3.549e-02, eta: 3 days, 17:17:45, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6875, loss_cls: 2.4959, loss: 2.4959, grad_norm: 3.2275 2020-08-04 10:50:21,815 - mmaction - INFO - Epoch [153][3480/3757] lr: 3.549e-02, eta: 3 days, 17:17:25, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6461, loss_cls: 2.6300, loss: 2.6300, grad_norm: 3.3186 2020-08-04 10:50:37,597 - mmaction - INFO - Epoch [153][3500/3757] lr: 3.549e-02, eta: 3 days, 17:17:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6781, loss_cls: 2.5744, loss: 2.5744, grad_norm: 3.2900 2020-08-04 10:50:53,383 - mmaction - INFO - Epoch [153][3520/3757] lr: 3.549e-02, eta: 3 days, 17:16:45, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6594, loss_cls: 2.6984, loss: 2.6984, grad_norm: 3.3501 2020-08-04 10:51:09,219 - mmaction - INFO - Epoch [153][3540/3757] lr: 3.549e-02, eta: 3 days, 17:16:25, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6672, loss_cls: 2.5816, loss: 2.5816, grad_norm: 3.2343 2020-08-04 10:51:24,986 - mmaction - INFO - Epoch [153][3560/3757] lr: 3.549e-02, eta: 3 days, 17:16:05, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6687, loss_cls: 2.6152, loss: 2.6152, grad_norm: 3.3619 2020-08-04 10:51:40,844 - mmaction - INFO - Epoch [153][3580/3757] lr: 3.549e-02, eta: 3 days, 17:15:46, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6562, loss_cls: 2.6087, loss: 2.6087, grad_norm: 3.2598 2020-08-04 10:51:56,656 - mmaction - INFO - Epoch [153][3600/3757] lr: 3.549e-02, eta: 3 days, 17:15:26, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6820, loss_cls: 2.5448, loss: 2.5448, grad_norm: 3.2219 2020-08-04 10:52:12,479 - mmaction - INFO - Epoch [153][3620/3757] lr: 3.549e-02, eta: 3 days, 17:15:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6609, loss_cls: 2.6323, loss: 2.6323, grad_norm: 3.2103 2020-08-04 10:52:28,205 - mmaction - INFO - Epoch [153][3640/3757] lr: 3.549e-02, eta: 3 days, 17:14:46, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6648, loss_cls: 2.6102, loss: 2.6102, grad_norm: 3.2558 2020-08-04 10:52:44,015 - mmaction - INFO - Epoch [153][3660/3757] lr: 3.549e-02, eta: 3 days, 17:14:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6672, loss_cls: 2.6104, loss: 2.6104, grad_norm: 3.2211 2020-08-04 10:52:59,686 - mmaction - INFO - Epoch [153][3680/3757] lr: 3.549e-02, eta: 3 days, 17:14:06, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6656, loss_cls: 2.6402, loss: 2.6402, grad_norm: 3.2528 2020-08-04 10:53:15,502 - mmaction - INFO - Epoch [153][3700/3757] lr: 3.549e-02, eta: 3 days, 17:13:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.5981, loss: 2.5981, grad_norm: 3.1850 2020-08-04 10:53:31,307 - mmaction - INFO - Epoch [153][3720/3757] lr: 3.549e-02, eta: 3 days, 17:13:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.5482, loss: 2.5482, grad_norm: 3.2481 2020-08-04 10:53:47,159 - mmaction - INFO - Epoch [153][3740/3757] lr: 3.549e-02, eta: 3 days, 17:13:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6492, loss_cls: 2.6684, loss: 2.6684, grad_norm: 3.2803 2020-08-04 10:56:31,568 - mmaction - INFO - Epoch [154][20/3757] lr: 3.490e-02, eta: 3 days, 17:20:23, time: 7.209, data_time: 6.244, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6914, loss_cls: 2.4491, loss: 2.4491, grad_norm: 3.2414 2020-08-04 10:56:47,388 - mmaction - INFO - Epoch [154][40/3757] lr: 3.490e-02, eta: 3 days, 17:20:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6852, loss_cls: 2.4865, loss: 2.4865, grad_norm: 3.3215 2020-08-04 10:57:10,476 - mmaction - INFO - Epoch [154][60/3757] lr: 3.490e-02, eta: 3 days, 17:20:13, time: 1.155, data_time: 0.001, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6867, loss_cls: 2.5143, loss: 2.5143, grad_norm: 3.3462 2020-08-04 10:57:27,929 - mmaction - INFO - Epoch [154][80/3757] lr: 3.490e-02, eta: 3 days, 17:20:00, time: 0.871, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6641, loss_cls: 2.6304, loss: 2.6304, grad_norm: 3.3186 2020-08-04 10:57:43,701 - mmaction - INFO - Epoch [154][100/3757] lr: 3.490e-02, eta: 3 days, 17:19:40, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6844, loss_cls: 2.5155, loss: 2.5155, grad_norm: 3.2209 2020-08-04 10:57:59,503 - mmaction - INFO - Epoch [154][120/3757] lr: 3.490e-02, eta: 3 days, 17:19:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6828, loss_cls: 2.5293, loss: 2.5293, grad_norm: 3.2500 2020-08-04 10:58:15,275 - mmaction - INFO - Epoch [154][140/3757] lr: 3.490e-02, eta: 3 days, 17:18:59, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6805, loss_cls: 2.5094, loss: 2.5094, grad_norm: 3.3983 2020-08-04 10:58:31,135 - mmaction - INFO - Epoch [154][160/3757] lr: 3.490e-02, eta: 3 days, 17:18:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6789, loss_cls: 2.6298, loss: 2.6298, grad_norm: 3.3307 2020-08-04 10:58:46,904 - mmaction - INFO - Epoch [154][180/3757] lr: 3.490e-02, eta: 3 days, 17:18:20, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6719, loss_cls: 2.5201, loss: 2.5201, grad_norm: 3.2670 2020-08-04 10:59:03,863 - mmaction - INFO - Epoch [154][200/3757] lr: 3.490e-02, eta: 3 days, 17:18:04, time: 0.848, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6820, loss_cls: 2.5280, loss: 2.5280, grad_norm: 3.2819 2020-08-04 10:59:19,612 - mmaction - INFO - Epoch [154][220/3757] lr: 3.490e-02, eta: 3 days, 17:17:44, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6547, loss_cls: 2.6500, loss: 2.6500, grad_norm: 3.2403 2020-08-04 10:59:35,392 - mmaction - INFO - Epoch [154][240/3757] lr: 3.490e-02, eta: 3 days, 17:17:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6859, loss_cls: 2.4466, loss: 2.4466, grad_norm: 3.1428 2020-08-04 10:59:51,263 - mmaction - INFO - Epoch [154][260/3757] lr: 3.490e-02, eta: 3 days, 17:17:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6727, loss_cls: 2.5593, loss: 2.5593, grad_norm: 3.2766 2020-08-04 11:00:10,830 - mmaction - INFO - Epoch [154][280/3757] lr: 3.490e-02, eta: 3 days, 17:16:59, time: 0.971, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6867, loss_cls: 2.5068, loss: 2.5068, grad_norm: 3.2591 2020-08-04 11:00:26,677 - mmaction - INFO - Epoch [154][300/3757] lr: 3.490e-02, eta: 3 days, 17:16:40, time: 0.801, data_time: 0.014, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6687, loss_cls: 2.5538, loss: 2.5538, grad_norm: 3.2332 2020-08-04 11:00:42,530 - mmaction - INFO - Epoch [154][320/3757] lr: 3.490e-02, eta: 3 days, 17:16:20, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.5935, loss: 2.5935, grad_norm: 3.2974 2020-08-04 11:00:58,312 - mmaction - INFO - Epoch [154][340/3757] lr: 3.490e-02, eta: 3 days, 17:16:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6930, loss_cls: 2.4284, loss: 2.4284, grad_norm: 3.1689 2020-08-04 11:01:14,185 - mmaction - INFO - Epoch [154][360/3757] lr: 3.490e-02, eta: 3 days, 17:15:40, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6687, loss_cls: 2.5383, loss: 2.5383, grad_norm: 3.2706 2020-08-04 11:01:29,924 - mmaction - INFO - Epoch [154][380/3757] lr: 3.490e-02, eta: 3 days, 17:15:20, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6734, loss_cls: 2.5167, loss: 2.5167, grad_norm: 3.3447 2020-08-04 11:01:45,719 - mmaction - INFO - Epoch [154][400/3757] lr: 3.490e-02, eta: 3 days, 17:15:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6539, loss_cls: 2.5713, loss: 2.5713, grad_norm: 3.3326 2020-08-04 11:02:01,550 - mmaction - INFO - Epoch [154][420/3757] lr: 3.490e-02, eta: 3 days, 17:14:40, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6625, loss_cls: 2.5624, loss: 2.5624, grad_norm: 3.3326 2020-08-04 11:02:17,357 - mmaction - INFO - Epoch [154][440/3757] lr: 3.490e-02, eta: 3 days, 17:14:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6547, loss_cls: 2.6373, loss: 2.6373, grad_norm: 3.4117 2020-08-04 11:02:33,284 - mmaction - INFO - Epoch [154][460/3757] lr: 3.490e-02, eta: 3 days, 17:14:01, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6875, loss_cls: 2.5194, loss: 2.5194, grad_norm: 3.2919 2020-08-04 11:02:49,138 - mmaction - INFO - Epoch [154][480/3757] lr: 3.490e-02, eta: 3 days, 17:13:41, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6609, loss_cls: 2.5940, loss: 2.5940, grad_norm: 3.3463 2020-08-04 11:03:04,964 - mmaction - INFO - Epoch [154][500/3757] lr: 3.490e-02, eta: 3 days, 17:13:21, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6570, loss_cls: 2.5922, loss: 2.5922, grad_norm: 3.3099 2020-08-04 11:03:20,700 - mmaction - INFO - Epoch [154][520/3757] lr: 3.490e-02, eta: 3 days, 17:13:01, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6789, loss_cls: 2.5461, loss: 2.5461, grad_norm: 3.2964 2020-08-04 11:03:36,494 - mmaction - INFO - Epoch [154][540/3757] lr: 3.490e-02, eta: 3 days, 17:12:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6852, loss_cls: 2.5192, loss: 2.5192, grad_norm: 3.2678 2020-08-04 11:03:52,281 - mmaction - INFO - Epoch [154][560/3757] lr: 3.490e-02, eta: 3 days, 17:12:21, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6781, loss_cls: 2.5218, loss: 2.5218, grad_norm: 3.2674 2020-08-04 11:04:08,087 - mmaction - INFO - Epoch [154][580/3757] lr: 3.490e-02, eta: 3 days, 17:12:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6602, loss_cls: 2.6343, loss: 2.6343, grad_norm: 3.3245 2020-08-04 11:04:23,895 - mmaction - INFO - Epoch [154][600/3757] lr: 3.490e-02, eta: 3 days, 17:11:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6977, loss_cls: 2.4722, loss: 2.4722, grad_norm: 3.2063 2020-08-04 11:04:40,327 - mmaction - INFO - Epoch [154][620/3757] lr: 3.490e-02, eta: 3 days, 17:11:24, time: 0.822, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6609, loss_cls: 2.6020, loss: 2.6020, grad_norm: 3.2217 2020-08-04 11:04:57,132 - mmaction - INFO - Epoch [154][640/3757] lr: 3.490e-02, eta: 3 days, 17:11:08, time: 0.840, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6586, loss_cls: 2.6343, loss: 2.6343, grad_norm: 3.2524 2020-08-04 11:05:13,742 - mmaction - INFO - Epoch [154][660/3757] lr: 3.490e-02, eta: 3 days, 17:10:51, time: 0.831, data_time: 0.007, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6703, loss_cls: 2.5835, loss: 2.5835, grad_norm: 3.2628 2020-08-04 11:05:29,673 - mmaction - INFO - Epoch [154][680/3757] lr: 3.490e-02, eta: 3 days, 17:10:32, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6734, loss_cls: 2.5556, loss: 2.5556, grad_norm: 3.2709 2020-08-04 11:05:45,999 - mmaction - INFO - Epoch [154][700/3757] lr: 3.490e-02, eta: 3 days, 17:10:14, time: 0.816, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6570, loss_cls: 2.5793, loss: 2.5793, grad_norm: 3.1875 2020-08-04 11:06:01,774 - mmaction - INFO - Epoch [154][720/3757] lr: 3.490e-02, eta: 3 days, 17:09:54, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6578, loss_cls: 2.6252, loss: 2.6252, grad_norm: 3.2086 2020-08-04 11:06:17,569 - mmaction - INFO - Epoch [154][740/3757] lr: 3.490e-02, eta: 3 days, 17:09:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.7000, loss_cls: 2.5099, loss: 2.5099, grad_norm: 3.2326 2020-08-04 11:06:33,330 - mmaction - INFO - Epoch [154][760/3757] lr: 3.490e-02, eta: 3 days, 17:09:14, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6672, loss_cls: 2.6268, loss: 2.6268, grad_norm: 3.3016 2020-08-04 11:06:49,139 - mmaction - INFO - Epoch [154][780/3757] lr: 3.490e-02, eta: 3 days, 17:08:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6969, loss_cls: 2.4796, loss: 2.4796, grad_norm: 3.2810 2020-08-04 11:07:04,907 - mmaction - INFO - Epoch [154][800/3757] lr: 3.490e-02, eta: 3 days, 17:08:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6937, loss_cls: 2.5132, loss: 2.5132, grad_norm: 3.2450 2020-08-04 11:07:20,766 - mmaction - INFO - Epoch [154][820/3757] lr: 3.490e-02, eta: 3 days, 17:08:14, time: 0.793, data_time: 0.009, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6570, loss_cls: 2.6389, loss: 2.6389, grad_norm: 3.3915 2020-08-04 11:07:36,576 - mmaction - INFO - Epoch [154][840/3757] lr: 3.490e-02, eta: 3 days, 17:07:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6680, loss_cls: 2.5229, loss: 2.5229, grad_norm: 3.3582 2020-08-04 11:07:52,270 - mmaction - INFO - Epoch [154][860/3757] lr: 3.490e-02, eta: 3 days, 17:07:33, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6703, loss_cls: 2.5902, loss: 2.5902, grad_norm: 3.3458 2020-08-04 11:08:08,126 - mmaction - INFO - Epoch [154][880/3757] lr: 3.490e-02, eta: 3 days, 17:07:14, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.7106, loss: 2.7106, grad_norm: 3.3078 2020-08-04 11:08:24,049 - mmaction - INFO - Epoch [154][900/3757] lr: 3.490e-02, eta: 3 days, 17:06:54, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6797, loss_cls: 2.5754, loss: 2.5754, grad_norm: 3.2980 2020-08-04 11:08:39,757 - mmaction - INFO - Epoch [154][920/3757] lr: 3.490e-02, eta: 3 days, 17:06:34, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6875, loss_cls: 2.4840, loss: 2.4840, grad_norm: 3.3555 2020-08-04 11:08:55,535 - mmaction - INFO - Epoch [154][940/3757] lr: 3.490e-02, eta: 3 days, 17:06:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6727, loss_cls: 2.5586, loss: 2.5586, grad_norm: 3.3046 2020-08-04 11:09:11,281 - mmaction - INFO - Epoch [154][960/3757] lr: 3.490e-02, eta: 3 days, 17:05:54, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.5443, loss: 2.5443, grad_norm: 3.1684 2020-08-04 11:09:27,134 - mmaction - INFO - Epoch [154][980/3757] lr: 3.490e-02, eta: 3 days, 17:05:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6609, loss_cls: 2.6350, loss: 2.6350, grad_norm: 3.2541 2020-08-04 11:09:42,920 - mmaction - INFO - Epoch [154][1000/3757] lr: 3.490e-02, eta: 3 days, 17:05:14, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6836, loss_cls: 2.5832, loss: 2.5832, grad_norm: 3.2611 2020-08-04 11:09:58,815 - mmaction - INFO - Epoch [154][1020/3757] lr: 3.490e-02, eta: 3 days, 17:04:54, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6898, loss_cls: 2.5114, loss: 2.5114, grad_norm: 3.3524 2020-08-04 11:10:14,649 - mmaction - INFO - Epoch [154][1040/3757] lr: 3.490e-02, eta: 3 days, 17:04:35, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6836, loss_cls: 2.5045, loss: 2.5045, grad_norm: 3.3692 2020-08-04 11:10:30,490 - mmaction - INFO - Epoch [154][1060/3757] lr: 3.490e-02, eta: 3 days, 17:04:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6867, loss_cls: 2.5038, loss: 2.5038, grad_norm: 3.2833 2020-08-04 11:10:46,267 - mmaction - INFO - Epoch [154][1080/3757] lr: 3.490e-02, eta: 3 days, 17:03:55, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6875, loss_cls: 2.4831, loss: 2.4831, grad_norm: 3.2587 2020-08-04 11:11:01,976 - mmaction - INFO - Epoch [154][1100/3757] lr: 3.490e-02, eta: 3 days, 17:03:34, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6734, loss_cls: 2.5931, loss: 2.5931, grad_norm: 3.2696 2020-08-04 11:11:17,731 - mmaction - INFO - Epoch [154][1120/3757] lr: 3.490e-02, eta: 3 days, 17:03:14, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6586, loss_cls: 2.6390, loss: 2.6390, grad_norm: 3.3058 2020-08-04 11:11:33,489 - mmaction - INFO - Epoch [154][1140/3757] lr: 3.490e-02, eta: 3 days, 17:02:54, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6828, loss_cls: 2.4258, loss: 2.4258, grad_norm: 3.2548 2020-08-04 11:11:49,275 - mmaction - INFO - Epoch [154][1160/3757] lr: 3.490e-02, eta: 3 days, 17:02:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6836, loss_cls: 2.6096, loss: 2.6096, grad_norm: 3.5361 2020-08-04 11:12:05,122 - mmaction - INFO - Epoch [154][1180/3757] lr: 3.490e-02, eta: 3 days, 17:02:15, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6578, loss_cls: 2.6459, loss: 2.6459, grad_norm: 3.2897 2020-08-04 11:12:20,958 - mmaction - INFO - Epoch [154][1200/3757] lr: 3.490e-02, eta: 3 days, 17:01:55, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6914, loss_cls: 2.5720, loss: 2.5720, grad_norm: 3.1968 2020-08-04 11:12:36,794 - mmaction - INFO - Epoch [154][1220/3757] lr: 3.490e-02, eta: 3 days, 17:01:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6992, loss_cls: 2.4750, loss: 2.4750, grad_norm: 3.2999 2020-08-04 11:12:52,663 - mmaction - INFO - Epoch [154][1240/3757] lr: 3.490e-02, eta: 3 days, 17:01:15, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6422, loss_cls: 2.6439, loss: 2.6439, grad_norm: 3.3070 2020-08-04 11:13:08,317 - mmaction - INFO - Epoch [154][1260/3757] lr: 3.490e-02, eta: 3 days, 17:00:55, time: 0.784, data_time: 0.002, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6625, loss_cls: 2.5958, loss: 2.5958, grad_norm: 3.2963 2020-08-04 11:13:24,118 - mmaction - INFO - Epoch [154][1280/3757] lr: 3.490e-02, eta: 3 days, 17:00:35, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6891, loss_cls: 2.4913, loss: 2.4913, grad_norm: 3.2590 2020-08-04 11:13:39,926 - mmaction - INFO - Epoch [154][1300/3757] lr: 3.490e-02, eta: 3 days, 17:00:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6641, loss_cls: 2.6060, loss: 2.6060, grad_norm: 3.2569 2020-08-04 11:13:55,687 - mmaction - INFO - Epoch [154][1320/3757] lr: 3.490e-02, eta: 3 days, 16:59:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.4858, loss: 2.4858, grad_norm: 3.2078 2020-08-04 11:14:11,479 - mmaction - INFO - Epoch [154][1340/3757] lr: 3.490e-02, eta: 3 days, 16:59:35, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6992, loss_cls: 2.4840, loss: 2.4840, grad_norm: 3.2659 2020-08-04 11:14:27,263 - mmaction - INFO - Epoch [154][1360/3757] lr: 3.490e-02, eta: 3 days, 16:59:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6641, loss_cls: 2.6059, loss: 2.6059, grad_norm: 3.3195 2020-08-04 11:14:43,003 - mmaction - INFO - Epoch [154][1380/3757] lr: 3.490e-02, eta: 3 days, 16:58:55, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6609, loss_cls: 2.6159, loss: 2.6159, grad_norm: 3.3207 2020-08-04 11:14:58,897 - mmaction - INFO - Epoch [154][1400/3757] lr: 3.490e-02, eta: 3 days, 16:58:35, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6547, loss_cls: 2.6133, loss: 2.6133, grad_norm: 3.2691 2020-08-04 11:15:14,624 - mmaction - INFO - Epoch [154][1420/3757] lr: 3.490e-02, eta: 3 days, 16:58:15, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6891, loss_cls: 2.5219, loss: 2.5219, grad_norm: 3.2408 2020-08-04 11:15:30,418 - mmaction - INFO - Epoch [154][1440/3757] lr: 3.490e-02, eta: 3 days, 16:57:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6742, loss_cls: 2.4912, loss: 2.4912, grad_norm: 3.1912 2020-08-04 11:15:46,208 - mmaction - INFO - Epoch [154][1460/3757] lr: 3.490e-02, eta: 3 days, 16:57:35, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6977, loss_cls: 2.5623, loss: 2.5623, grad_norm: 3.2396 2020-08-04 11:16:01,984 - mmaction - INFO - Epoch [154][1480/3757] lr: 3.490e-02, eta: 3 days, 16:57:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6602, loss_cls: 2.5602, loss: 2.5602, grad_norm: 3.3042 2020-08-04 11:16:17,732 - mmaction - INFO - Epoch [154][1500/3757] lr: 3.490e-02, eta: 3 days, 16:56:55, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6711, loss_cls: 2.6134, loss: 2.6134, grad_norm: 3.3146 2020-08-04 11:16:33,459 - mmaction - INFO - Epoch [154][1520/3757] lr: 3.490e-02, eta: 3 days, 16:56:35, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6844, loss_cls: 2.5263, loss: 2.5263, grad_norm: 3.2384 2020-08-04 11:16:49,241 - mmaction - INFO - Epoch [154][1540/3757] lr: 3.490e-02, eta: 3 days, 16:56:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6500, loss_cls: 2.6269, loss: 2.6269, grad_norm: 3.3275 2020-08-04 11:17:05,125 - mmaction - INFO - Epoch [154][1560/3757] lr: 3.490e-02, eta: 3 days, 16:55:55, time: 0.794, data_time: 0.010, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6664, loss_cls: 2.5659, loss: 2.5659, grad_norm: 3.2837 2020-08-04 11:17:20,929 - mmaction - INFO - Epoch [154][1580/3757] lr: 3.490e-02, eta: 3 days, 16:55:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6641, loss_cls: 2.6528, loss: 2.6528, grad_norm: 3.4034 2020-08-04 11:17:36,720 - mmaction - INFO - Epoch [154][1600/3757] lr: 3.490e-02, eta: 3 days, 16:55:16, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6602, loss_cls: 2.6107, loss: 2.6107, grad_norm: 3.3269 2020-08-04 11:17:52,500 - mmaction - INFO - Epoch [154][1620/3757] lr: 3.490e-02, eta: 3 days, 16:54:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6719, loss_cls: 2.5951, loss: 2.5951, grad_norm: 3.1845 2020-08-04 11:18:08,323 - mmaction - INFO - Epoch [154][1640/3757] lr: 3.490e-02, eta: 3 days, 16:54:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6648, loss_cls: 2.5606, loss: 2.5606, grad_norm: 3.2657 2020-08-04 11:18:24,131 - mmaction - INFO - Epoch [154][1660/3757] lr: 3.490e-02, eta: 3 days, 16:54:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6914, loss_cls: 2.4714, loss: 2.4714, grad_norm: 3.2217 2020-08-04 11:18:39,822 - mmaction - INFO - Epoch [154][1680/3757] lr: 3.490e-02, eta: 3 days, 16:53:56, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6789, loss_cls: 2.5487, loss: 2.5487, grad_norm: 3.3137 2020-08-04 11:18:55,623 - mmaction - INFO - Epoch [154][1700/3757] lr: 3.490e-02, eta: 3 days, 16:53:36, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.5619, loss: 2.5619, grad_norm: 3.3271 2020-08-04 11:19:11,409 - mmaction - INFO - Epoch [154][1720/3757] lr: 3.490e-02, eta: 3 days, 16:53:16, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6664, loss_cls: 2.5937, loss: 2.5937, grad_norm: 3.3122 2020-08-04 11:19:27,168 - mmaction - INFO - Epoch [154][1740/3757] lr: 3.490e-02, eta: 3 days, 16:52:56, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6797, loss_cls: 2.5461, loss: 2.5461, grad_norm: 3.2250 2020-08-04 11:19:42,937 - mmaction - INFO - Epoch [154][1760/3757] lr: 3.490e-02, eta: 3 days, 16:52:36, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6625, loss_cls: 2.6064, loss: 2.6064, grad_norm: 3.2854 2020-08-04 11:19:58,798 - mmaction - INFO - Epoch [154][1780/3757] lr: 3.490e-02, eta: 3 days, 16:52:16, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6578, loss_cls: 2.5936, loss: 2.5936, grad_norm: 3.3048 2020-08-04 11:20:14,485 - mmaction - INFO - Epoch [154][1800/3757] lr: 3.490e-02, eta: 3 days, 16:51:56, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6750, loss_cls: 2.5504, loss: 2.5504, grad_norm: 3.1663 2020-08-04 11:20:30,438 - mmaction - INFO - Epoch [154][1820/3757] lr: 3.490e-02, eta: 3 days, 16:51:36, time: 0.797, data_time: 0.010, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6945, loss_cls: 2.5174, loss: 2.5174, grad_norm: 3.3155 2020-08-04 11:20:46,230 - mmaction - INFO - Epoch [154][1840/3757] lr: 3.490e-02, eta: 3 days, 16:51:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6703, loss_cls: 2.5978, loss: 2.5978, grad_norm: 3.3407 2020-08-04 11:21:02,056 - mmaction - INFO - Epoch [154][1860/3757] lr: 3.490e-02, eta: 3 days, 16:50:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6602, loss_cls: 2.6248, loss: 2.6248, grad_norm: 3.2533 2020-08-04 11:21:17,838 - mmaction - INFO - Epoch [154][1880/3757] lr: 3.490e-02, eta: 3 days, 16:50:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6813, loss_cls: 2.5513, loss: 2.5513, grad_norm: 3.2432 2020-08-04 11:21:33,641 - mmaction - INFO - Epoch [154][1900/3757] lr: 3.490e-02, eta: 3 days, 16:50:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6594, loss_cls: 2.5967, loss: 2.5967, grad_norm: 3.2898 2020-08-04 11:21:49,441 - mmaction - INFO - Epoch [154][1920/3757] lr: 3.490e-02, eta: 3 days, 16:49:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6680, loss_cls: 2.5955, loss: 2.5955, grad_norm: 3.2527 2020-08-04 11:22:05,414 - mmaction - INFO - Epoch [154][1940/3757] lr: 3.490e-02, eta: 3 days, 16:49:38, time: 0.799, data_time: 0.012, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6984, loss_cls: 2.4112, loss: 2.4112, grad_norm: 3.2265 2020-08-04 11:22:21,232 - mmaction - INFO - Epoch [154][1960/3757] lr: 3.490e-02, eta: 3 days, 16:49:18, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6773, loss_cls: 2.5371, loss: 2.5371, grad_norm: 3.2590 2020-08-04 11:22:37,038 - mmaction - INFO - Epoch [154][1980/3757] lr: 3.490e-02, eta: 3 days, 16:48:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6719, loss_cls: 2.5610, loss: 2.5610, grad_norm: 3.2260 2020-08-04 11:22:52,835 - mmaction - INFO - Epoch [154][2000/3757] lr: 3.490e-02, eta: 3 days, 16:48:38, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6891, loss_cls: 2.4949, loss: 2.4949, grad_norm: 3.1881 2020-08-04 11:23:08,625 - mmaction - INFO - Epoch [154][2020/3757] lr: 3.490e-02, eta: 3 days, 16:48:18, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6750, loss_cls: 2.5340, loss: 2.5340, grad_norm: 3.2342 2020-08-04 11:23:24,443 - mmaction - INFO - Epoch [154][2040/3757] lr: 3.490e-02, eta: 3 days, 16:47:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6633, loss_cls: 2.6857, loss: 2.6857, grad_norm: 3.4375 2020-08-04 11:23:40,292 - mmaction - INFO - Epoch [154][2060/3757] lr: 3.490e-02, eta: 3 days, 16:47:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6820, loss_cls: 2.5196, loss: 2.5196, grad_norm: 3.1829 2020-08-04 11:23:56,073 - mmaction - INFO - Epoch [154][2080/3757] lr: 3.490e-02, eta: 3 days, 16:47:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6719, loss_cls: 2.5829, loss: 2.5829, grad_norm: 3.2602 2020-08-04 11:24:11,907 - mmaction - INFO - Epoch [154][2100/3757] lr: 3.490e-02, eta: 3 days, 16:46:59, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6547, loss_cls: 2.6318, loss: 2.6318, grad_norm: 3.2981 2020-08-04 11:24:27,775 - mmaction - INFO - Epoch [154][2120/3757] lr: 3.490e-02, eta: 3 days, 16:46:40, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6570, loss_cls: 2.6822, loss: 2.6822, grad_norm: 3.3641 2020-08-04 11:24:43,544 - mmaction - INFO - Epoch [154][2140/3757] lr: 3.490e-02, eta: 3 days, 16:46:20, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6734, loss_cls: 2.5511, loss: 2.5511, grad_norm: 3.3625 2020-08-04 11:24:59,318 - mmaction - INFO - Epoch [154][2160/3757] lr: 3.490e-02, eta: 3 days, 16:46:00, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6711, loss_cls: 2.5924, loss: 2.5924, grad_norm: 3.3687 2020-08-04 11:25:15,055 - mmaction - INFO - Epoch [154][2180/3757] lr: 3.490e-02, eta: 3 days, 16:45:40, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6539, loss_cls: 2.6752, loss: 2.6752, grad_norm: 3.3690 2020-08-04 11:25:30,911 - mmaction - INFO - Epoch [154][2200/3757] lr: 3.490e-02, eta: 3 days, 16:45:20, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6492, loss_cls: 2.6450, loss: 2.6450, grad_norm: 3.3361 2020-08-04 11:25:47,361 - mmaction - INFO - Epoch [154][2220/3757] lr: 3.490e-02, eta: 3 days, 16:45:03, time: 0.822, data_time: 0.003, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6594, loss_cls: 2.6333, loss: 2.6333, grad_norm: 3.1764 2020-08-04 11:26:03,109 - mmaction - INFO - Epoch [154][2240/3757] lr: 3.490e-02, eta: 3 days, 16:44:43, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6578, loss_cls: 2.6163, loss: 2.6163, grad_norm: 3.2683 2020-08-04 11:26:18,964 - mmaction - INFO - Epoch [154][2260/3757] lr: 3.490e-02, eta: 3 days, 16:44:23, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6844, loss_cls: 2.5347, loss: 2.5347, grad_norm: 3.2049 2020-08-04 11:26:34,765 - mmaction - INFO - Epoch [154][2280/3757] lr: 3.490e-02, eta: 3 days, 16:44:03, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6570, loss_cls: 2.6147, loss: 2.6147, grad_norm: 3.2559 2020-08-04 11:26:50,621 - mmaction - INFO - Epoch [154][2300/3757] lr: 3.490e-02, eta: 3 days, 16:43:44, time: 0.793, data_time: 0.008, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6672, loss_cls: 2.5605, loss: 2.5605, grad_norm: 3.1626 2020-08-04 11:27:06,425 - mmaction - INFO - Epoch [154][2320/3757] lr: 3.490e-02, eta: 3 days, 16:43:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6781, loss_cls: 2.5734, loss: 2.5734, grad_norm: 3.4143 2020-08-04 11:27:22,245 - mmaction - INFO - Epoch [154][2340/3757] lr: 3.490e-02, eta: 3 days, 16:43:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6766, loss_cls: 2.5582, loss: 2.5582, grad_norm: 3.3518 2020-08-04 11:27:38,037 - mmaction - INFO - Epoch [154][2360/3757] lr: 3.490e-02, eta: 3 days, 16:42:44, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6695, loss_cls: 2.5508, loss: 2.5508, grad_norm: 3.2321 2020-08-04 11:27:53,882 - mmaction - INFO - Epoch [154][2380/3757] lr: 3.490e-02, eta: 3 days, 16:42:25, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6859, loss_cls: 2.5173, loss: 2.5173, grad_norm: 3.3062 2020-08-04 11:28:09,702 - mmaction - INFO - Epoch [154][2400/3757] lr: 3.490e-02, eta: 3 days, 16:42:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6781, loss_cls: 2.5491, loss: 2.5491, grad_norm: 3.3686 2020-08-04 11:28:25,578 - mmaction - INFO - Epoch [154][2420/3757] lr: 3.490e-02, eta: 3 days, 16:41:45, time: 0.793, data_time: 0.012, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6531, loss_cls: 2.6415, loss: 2.6415, grad_norm: 3.2683 2020-08-04 11:28:41,341 - mmaction - INFO - Epoch [154][2440/3757] lr: 3.490e-02, eta: 3 days, 16:41:25, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6781, loss_cls: 2.5887, loss: 2.5887, grad_norm: 3.3013 2020-08-04 11:28:57,229 - mmaction - INFO - Epoch [154][2460/3757] lr: 3.490e-02, eta: 3 days, 16:41:06, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6547, loss_cls: 2.6384, loss: 2.6384, grad_norm: 3.3314 2020-08-04 11:29:13,022 - mmaction - INFO - Epoch [154][2480/3757] lr: 3.490e-02, eta: 3 days, 16:40:46, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6773, loss_cls: 2.5905, loss: 2.5905, grad_norm: 3.3360 2020-08-04 11:29:28,808 - mmaction - INFO - Epoch [154][2500/3757] lr: 3.490e-02, eta: 3 days, 16:40:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6648, loss_cls: 2.6226, loss: 2.6226, grad_norm: 3.3040 2020-08-04 11:29:44,622 - mmaction - INFO - Epoch [154][2520/3757] lr: 3.490e-02, eta: 3 days, 16:40:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6594, loss_cls: 2.6426, loss: 2.6426, grad_norm: 3.2664 2020-08-04 11:30:00,422 - mmaction - INFO - Epoch [154][2540/3757] lr: 3.490e-02, eta: 3 days, 16:39:47, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6703, loss_cls: 2.6066, loss: 2.6066, grad_norm: 3.2605 2020-08-04 11:30:16,187 - mmaction - INFO - Epoch [154][2560/3757] lr: 3.490e-02, eta: 3 days, 16:39:27, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.7000, loss_cls: 2.5021, loss: 2.5021, grad_norm: 3.3002 2020-08-04 11:30:31,971 - mmaction - INFO - Epoch [154][2580/3757] lr: 3.490e-02, eta: 3 days, 16:39:07, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6805, loss_cls: 2.5638, loss: 2.5638, grad_norm: 3.3868 2020-08-04 11:30:47,823 - mmaction - INFO - Epoch [154][2600/3757] lr: 3.490e-02, eta: 3 days, 16:38:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6594, loss_cls: 2.6258, loss: 2.6258, grad_norm: 3.3847 2020-08-04 11:31:03,476 - mmaction - INFO - Epoch [154][2620/3757] lr: 3.490e-02, eta: 3 days, 16:38:27, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6781, loss_cls: 2.5699, loss: 2.5699, grad_norm: 3.3277 2020-08-04 11:31:19,222 - mmaction - INFO - Epoch [154][2640/3757] lr: 3.490e-02, eta: 3 days, 16:38:07, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6656, loss_cls: 2.5893, loss: 2.5893, grad_norm: 3.2833 2020-08-04 11:31:34,973 - mmaction - INFO - Epoch [154][2660/3757] lr: 3.490e-02, eta: 3 days, 16:37:47, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6570, loss_cls: 2.6759, loss: 2.6759, grad_norm: 3.3342 2020-08-04 11:31:50,713 - mmaction - INFO - Epoch [154][2680/3757] lr: 3.490e-02, eta: 3 days, 16:37:27, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6773, loss_cls: 2.5379, loss: 2.5379, grad_norm: 3.1711 2020-08-04 11:32:06,494 - mmaction - INFO - Epoch [154][2700/3757] lr: 3.490e-02, eta: 3 days, 16:37:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6578, loss_cls: 2.6154, loss: 2.6154, grad_norm: 3.2572 2020-08-04 11:32:22,285 - mmaction - INFO - Epoch [154][2720/3757] lr: 3.490e-02, eta: 3 days, 16:36:47, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6547, loss_cls: 2.6294, loss: 2.6294, grad_norm: 3.1994 2020-08-04 11:32:38,042 - mmaction - INFO - Epoch [154][2740/3757] lr: 3.490e-02, eta: 3 days, 16:36:27, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6734, loss_cls: 2.6306, loss: 2.6306, grad_norm: 3.2589 2020-08-04 11:32:53,813 - mmaction - INFO - Epoch [154][2760/3757] lr: 3.490e-02, eta: 3 days, 16:36:07, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6641, loss_cls: 2.6295, loss: 2.6295, grad_norm: 3.3707 2020-08-04 11:33:09,454 - mmaction - INFO - Epoch [154][2780/3757] lr: 3.490e-02, eta: 3 days, 16:35:47, time: 0.781, data_time: 0.001, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6609, loss_cls: 2.6021, loss: 2.6021, grad_norm: 3.3148 2020-08-04 11:33:25,214 - mmaction - INFO - Epoch [154][2800/3757] lr: 3.490e-02, eta: 3 days, 16:35:27, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6703, loss_cls: 2.5875, loss: 2.5875, grad_norm: 3.2521 2020-08-04 11:33:41,157 - mmaction - INFO - Epoch [154][2820/3757] lr: 3.490e-02, eta: 3 days, 16:35:08, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6820, loss_cls: 2.5825, loss: 2.5825, grad_norm: 3.3425 2020-08-04 11:33:57,075 - mmaction - INFO - Epoch [154][2840/3757] lr: 3.490e-02, eta: 3 days, 16:34:48, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6625, loss_cls: 2.6238, loss: 2.6238, grad_norm: 3.2925 2020-08-04 11:34:12,818 - mmaction - INFO - Epoch [154][2860/3757] lr: 3.490e-02, eta: 3 days, 16:34:28, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6836, loss_cls: 2.5260, loss: 2.5260, grad_norm: 3.2129 2020-08-04 11:34:28,666 - mmaction - INFO - Epoch [154][2880/3757] lr: 3.490e-02, eta: 3 days, 16:34:09, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6625, loss_cls: 2.6227, loss: 2.6227, grad_norm: 3.3835 2020-08-04 11:34:44,538 - mmaction - INFO - Epoch [154][2900/3757] lr: 3.490e-02, eta: 3 days, 16:33:49, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6617, loss_cls: 2.6440, loss: 2.6440, grad_norm: 3.4279 2020-08-04 11:35:00,276 - mmaction - INFO - Epoch [154][2920/3757] lr: 3.490e-02, eta: 3 days, 16:33:29, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6773, loss_cls: 2.5333, loss: 2.5333, grad_norm: 3.2419 2020-08-04 11:35:16,062 - mmaction - INFO - Epoch [154][2940/3757] lr: 3.490e-02, eta: 3 days, 16:33:09, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6648, loss_cls: 2.6179, loss: 2.6179, grad_norm: 3.3935 2020-08-04 11:35:31,911 - mmaction - INFO - Epoch [154][2960/3757] lr: 3.490e-02, eta: 3 days, 16:32:50, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6586, loss_cls: 2.6101, loss: 2.6101, grad_norm: 3.2775 2020-08-04 11:35:47,718 - mmaction - INFO - Epoch [154][2980/3757] lr: 3.490e-02, eta: 3 days, 16:32:30, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6875, loss_cls: 2.6141, loss: 2.6141, grad_norm: 3.2500 2020-08-04 11:36:03,489 - mmaction - INFO - Epoch [154][3000/3757] lr: 3.490e-02, eta: 3 days, 16:32:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6656, loss_cls: 2.6226, loss: 2.6226, grad_norm: 3.2661 2020-08-04 11:36:19,304 - mmaction - INFO - Epoch [154][3020/3757] lr: 3.490e-02, eta: 3 days, 16:31:50, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6891, loss_cls: 2.4753, loss: 2.4753, grad_norm: 3.2681 2020-08-04 11:36:35,088 - mmaction - INFO - Epoch [154][3040/3757] lr: 3.490e-02, eta: 3 days, 16:31:30, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6508, loss_cls: 2.6509, loss: 2.6509, grad_norm: 3.2841 2020-08-04 11:36:50,918 - mmaction - INFO - Epoch [154][3060/3757] lr: 3.490e-02, eta: 3 days, 16:31:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6687, loss_cls: 2.5409, loss: 2.5409, grad_norm: 3.2635 2020-08-04 11:37:06,693 - mmaction - INFO - Epoch [154][3080/3757] lr: 3.490e-02, eta: 3 days, 16:30:51, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6625, loss_cls: 2.6081, loss: 2.6081, grad_norm: 3.2278 2020-08-04 11:37:22,500 - mmaction - INFO - Epoch [154][3100/3757] lr: 3.490e-02, eta: 3 days, 16:30:31, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6859, loss_cls: 2.5450, loss: 2.5450, grad_norm: 3.3230 2020-08-04 11:37:38,346 - mmaction - INFO - Epoch [154][3120/3757] lr: 3.490e-02, eta: 3 days, 16:30:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6781, loss_cls: 2.5911, loss: 2.5911, grad_norm: 3.2970 2020-08-04 11:37:54,129 - mmaction - INFO - Epoch [154][3140/3757] lr: 3.490e-02, eta: 3 days, 16:29:52, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6594, loss_cls: 2.6093, loss: 2.6093, grad_norm: 3.3024 2020-08-04 11:38:09,920 - mmaction - INFO - Epoch [154][3160/3757] lr: 3.490e-02, eta: 3 days, 16:29:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6703, loss_cls: 2.5596, loss: 2.5596, grad_norm: 3.2758 2020-08-04 11:38:25,702 - mmaction - INFO - Epoch [154][3180/3757] lr: 3.490e-02, eta: 3 days, 16:29:12, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6883, loss_cls: 2.5630, loss: 2.5630, grad_norm: 3.2531 2020-08-04 11:38:41,446 - mmaction - INFO - Epoch [154][3200/3757] lr: 3.490e-02, eta: 3 days, 16:28:52, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6891, loss_cls: 2.5523, loss: 2.5523, grad_norm: 3.2006 2020-08-04 11:38:57,201 - mmaction - INFO - Epoch [154][3220/3757] lr: 3.490e-02, eta: 3 days, 16:28:32, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6734, loss_cls: 2.5184, loss: 2.5184, grad_norm: 3.2859 2020-08-04 11:39:12,991 - mmaction - INFO - Epoch [154][3240/3757] lr: 3.490e-02, eta: 3 days, 16:28:12, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6656, loss_cls: 2.5573, loss: 2.5573, grad_norm: 3.3459 2020-08-04 11:39:28,764 - mmaction - INFO - Epoch [154][3260/3757] lr: 3.490e-02, eta: 3 days, 16:27:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6617, loss_cls: 2.6161, loss: 2.6161, grad_norm: 3.2515 2020-08-04 11:39:44,611 - mmaction - INFO - Epoch [154][3280/3757] lr: 3.490e-02, eta: 3 days, 16:27:33, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6883, loss_cls: 2.5136, loss: 2.5136, grad_norm: 3.2249 2020-08-04 11:40:00,552 - mmaction - INFO - Epoch [154][3300/3757] lr: 3.490e-02, eta: 3 days, 16:27:14, time: 0.797, data_time: 0.009, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6844, loss_cls: 2.4948, loss: 2.4948, grad_norm: 3.3120 2020-08-04 11:40:16,317 - mmaction - INFO - Epoch [154][3320/3757] lr: 3.490e-02, eta: 3 days, 16:26:54, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6781, loss_cls: 2.5427, loss: 2.5427, grad_norm: 3.3915 2020-08-04 11:40:32,050 - mmaction - INFO - Epoch [154][3340/3757] lr: 3.490e-02, eta: 3 days, 16:26:34, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6844, loss_cls: 2.5220, loss: 2.5220, grad_norm: 3.2454 2020-08-04 11:40:47,934 - mmaction - INFO - Epoch [154][3360/3757] lr: 3.490e-02, eta: 3 days, 16:26:14, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6695, loss_cls: 2.6439, loss: 2.6439, grad_norm: 3.3637 2020-08-04 11:41:03,589 - mmaction - INFO - Epoch [154][3380/3757] lr: 3.490e-02, eta: 3 days, 16:25:54, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6516, loss_cls: 2.5726, loss: 2.5726, grad_norm: 3.3041 2020-08-04 11:41:19,311 - mmaction - INFO - Epoch [154][3400/3757] lr: 3.490e-02, eta: 3 days, 16:25:34, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6641, loss_cls: 2.5737, loss: 2.5737, grad_norm: 3.3143 2020-08-04 11:41:35,173 - mmaction - INFO - Epoch [154][3420/3757] lr: 3.490e-02, eta: 3 days, 16:25:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6484, loss_cls: 2.6637, loss: 2.6637, grad_norm: 3.3276 2020-08-04 11:41:50,983 - mmaction - INFO - Epoch [154][3440/3757] lr: 3.490e-02, eta: 3 days, 16:24:55, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6453, loss_cls: 2.7340, loss: 2.7340, grad_norm: 3.3587 2020-08-04 11:42:06,682 - mmaction - INFO - Epoch [154][3460/3757] lr: 3.490e-02, eta: 3 days, 16:24:35, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6672, loss_cls: 2.6283, loss: 2.6283, grad_norm: 3.2978 2020-08-04 11:42:22,403 - mmaction - INFO - Epoch [154][3480/3757] lr: 3.490e-02, eta: 3 days, 16:24:15, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6672, loss_cls: 2.5390, loss: 2.5390, grad_norm: 3.2696 2020-08-04 11:42:38,230 - mmaction - INFO - Epoch [154][3500/3757] lr: 3.490e-02, eta: 3 days, 16:23:55, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6633, loss_cls: 2.6273, loss: 2.6273, grad_norm: 3.2990 2020-08-04 11:42:54,096 - mmaction - INFO - Epoch [154][3520/3757] lr: 3.490e-02, eta: 3 days, 16:23:36, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6594, loss_cls: 2.6074, loss: 2.6074, grad_norm: 3.2526 2020-08-04 11:43:09,738 - mmaction - INFO - Epoch [154][3540/3757] lr: 3.490e-02, eta: 3 days, 16:23:15, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6672, loss_cls: 2.5736, loss: 2.5736, grad_norm: 3.1914 2020-08-04 11:43:25,536 - mmaction - INFO - Epoch [154][3560/3757] lr: 3.490e-02, eta: 3 days, 16:22:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6789, loss_cls: 2.5097, loss: 2.5097, grad_norm: 3.3150 2020-08-04 11:43:41,324 - mmaction - INFO - Epoch [154][3580/3757] lr: 3.490e-02, eta: 3 days, 16:22:36, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6852, loss_cls: 2.5164, loss: 2.5164, grad_norm: 3.2563 2020-08-04 11:43:57,116 - mmaction - INFO - Epoch [154][3600/3757] lr: 3.490e-02, eta: 3 days, 16:22:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6633, loss_cls: 2.5638, loss: 2.5638, grad_norm: 3.2777 2020-08-04 11:44:12,932 - mmaction - INFO - Epoch [154][3620/3757] lr: 3.490e-02, eta: 3 days, 16:21:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6602, loss_cls: 2.5685, loss: 2.5685, grad_norm: 3.2710 2020-08-04 11:44:28,763 - mmaction - INFO - Epoch [154][3640/3757] lr: 3.490e-02, eta: 3 days, 16:21:37, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6672, loss_cls: 2.5996, loss: 2.5996, grad_norm: 3.3197 2020-08-04 11:44:44,569 - mmaction - INFO - Epoch [154][3660/3757] lr: 3.490e-02, eta: 3 days, 16:21:17, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6711, loss_cls: 2.6404, loss: 2.6404, grad_norm: 3.2880 2020-08-04 11:45:00,402 - mmaction - INFO - Epoch [154][3680/3757] lr: 3.490e-02, eta: 3 days, 16:20:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6937, loss_cls: 2.5443, loss: 2.5443, grad_norm: 3.1798 2020-08-04 11:45:16,127 - mmaction - INFO - Epoch [154][3700/3757] lr: 3.490e-02, eta: 3 days, 16:20:37, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6492, loss_cls: 2.6848, loss: 2.6848, grad_norm: 3.2673 2020-08-04 11:45:31,970 - mmaction - INFO - Epoch [154][3720/3757] lr: 3.490e-02, eta: 3 days, 16:20:18, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6609, loss_cls: 2.5865, loss: 2.5865, grad_norm: 3.3145 2020-08-04 11:45:47,677 - mmaction - INFO - Epoch [154][3740/3757] lr: 3.490e-02, eta: 3 days, 16:19:58, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6742, loss_cls: 2.5434, loss: 2.5434, grad_norm: 3.2873 2020-08-04 11:48:32,735 - mmaction - INFO - Epoch [155][20/3757] lr: 3.432e-02, eta: 3 days, 16:26:57, time: 7.275, data_time: 6.440, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6648, loss_cls: 2.6054, loss: 2.6054, grad_norm: 3.2426 2020-08-04 11:48:48,480 - mmaction - INFO - Epoch [155][40/3757] lr: 3.432e-02, eta: 3 days, 16:26:37, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6703, loss_cls: 2.5436, loss: 2.5436, grad_norm: 3.2910 2020-08-04 11:49:04,264 - mmaction - INFO - Epoch [155][60/3757] lr: 3.432e-02, eta: 3 days, 16:26:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6617, loss_cls: 2.6344, loss: 2.6344, grad_norm: 3.3142 2020-08-04 11:49:20,084 - mmaction - INFO - Epoch [155][80/3757] lr: 3.432e-02, eta: 3 days, 16:25:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.7031, loss_cls: 2.4612, loss: 2.4612, grad_norm: 3.2312 2020-08-04 11:49:35,926 - mmaction - INFO - Epoch [155][100/3757] lr: 3.432e-02, eta: 3 days, 16:25:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6727, loss_cls: 2.5736, loss: 2.5736, grad_norm: 3.3489 2020-08-04 11:49:51,814 - mmaction - INFO - Epoch [155][120/3757] lr: 3.432e-02, eta: 3 days, 16:25:18, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6703, loss_cls: 2.5651, loss: 2.5651, grad_norm: 3.2120 2020-08-04 11:50:07,750 - mmaction - INFO - Epoch [155][140/3757] lr: 3.432e-02, eta: 3 days, 16:24:59, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6773, loss_cls: 2.5902, loss: 2.5902, grad_norm: 3.3273 2020-08-04 11:50:23,520 - mmaction - INFO - Epoch [155][160/3757] lr: 3.432e-02, eta: 3 days, 16:24:39, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6703, loss_cls: 2.6066, loss: 2.6066, grad_norm: 3.2735 2020-08-04 11:50:39,351 - mmaction - INFO - Epoch [155][180/3757] lr: 3.432e-02, eta: 3 days, 16:24:20, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6898, loss_cls: 2.4882, loss: 2.4882, grad_norm: 3.2715 2020-08-04 11:50:55,194 - mmaction - INFO - Epoch [155][200/3757] lr: 3.432e-02, eta: 3 days, 16:24:00, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6687, loss_cls: 2.5415, loss: 2.5415, grad_norm: 3.2744 2020-08-04 11:51:11,018 - mmaction - INFO - Epoch [155][220/3757] lr: 3.432e-02, eta: 3 days, 16:23:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6617, loss_cls: 2.6010, loss: 2.6010, grad_norm: 3.3478 2020-08-04 11:51:26,933 - mmaction - INFO - Epoch [155][240/3757] lr: 3.432e-02, eta: 3 days, 16:23:21, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6977, loss_cls: 2.4963, loss: 2.4963, grad_norm: 3.2702 2020-08-04 11:51:42,772 - mmaction - INFO - Epoch [155][260/3757] lr: 3.432e-02, eta: 3 days, 16:23:01, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6492, loss_cls: 2.6100, loss: 2.6100, grad_norm: 3.2758 2020-08-04 11:51:58,675 - mmaction - INFO - Epoch [155][280/3757] lr: 3.432e-02, eta: 3 days, 16:22:42, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6836, loss_cls: 2.4468, loss: 2.4468, grad_norm: 3.2651 2020-08-04 11:52:14,544 - mmaction - INFO - Epoch [155][300/3757] lr: 3.432e-02, eta: 3 days, 16:22:22, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6547, loss_cls: 2.5861, loss: 2.5861, grad_norm: 3.4094 2020-08-04 11:52:30,320 - mmaction - INFO - Epoch [155][320/3757] lr: 3.432e-02, eta: 3 days, 16:22:02, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6687, loss_cls: 2.5574, loss: 2.5574, grad_norm: 3.2538 2020-08-04 11:52:46,150 - mmaction - INFO - Epoch [155][340/3757] lr: 3.432e-02, eta: 3 days, 16:21:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.4898, loss: 2.4898, grad_norm: 3.3155 2020-08-04 11:53:02,107 - mmaction - INFO - Epoch [155][360/3757] lr: 3.432e-02, eta: 3 days, 16:21:23, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6859, loss_cls: 2.5590, loss: 2.5590, grad_norm: 3.3105 2020-08-04 11:53:17,910 - mmaction - INFO - Epoch [155][380/3757] lr: 3.432e-02, eta: 3 days, 16:21:04, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6859, loss_cls: 2.5058, loss: 2.5058, grad_norm: 3.2321 2020-08-04 11:53:33,674 - mmaction - INFO - Epoch [155][400/3757] lr: 3.432e-02, eta: 3 days, 16:20:44, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6773, loss_cls: 2.5492, loss: 2.5492, grad_norm: 3.3059 2020-08-04 11:53:49,481 - mmaction - INFO - Epoch [155][420/3757] lr: 3.432e-02, eta: 3 days, 16:20:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6828, loss_cls: 2.5610, loss: 2.5610, grad_norm: 3.2811 2020-08-04 11:54:05,278 - mmaction - INFO - Epoch [155][440/3757] lr: 3.432e-02, eta: 3 days, 16:20:04, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6617, loss_cls: 2.6485, loss: 2.6485, grad_norm: 3.4531 2020-08-04 11:54:21,124 - mmaction - INFO - Epoch [155][460/3757] lr: 3.432e-02, eta: 3 days, 16:19:44, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6633, loss_cls: 2.6088, loss: 2.6088, grad_norm: 3.3479 2020-08-04 11:54:36,919 - mmaction - INFO - Epoch [155][480/3757] lr: 3.432e-02, eta: 3 days, 16:19:25, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6883, loss_cls: 2.4776, loss: 2.4776, grad_norm: 3.3538 2020-08-04 11:54:52,765 - mmaction - INFO - Epoch [155][500/3757] lr: 3.432e-02, eta: 3 days, 16:19:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6750, loss_cls: 2.5870, loss: 2.5870, grad_norm: 3.5008 2020-08-04 11:55:08,588 - mmaction - INFO - Epoch [155][520/3757] lr: 3.432e-02, eta: 3 days, 16:18:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6844, loss_cls: 2.5291, loss: 2.5291, grad_norm: 3.3012 2020-08-04 11:55:24,457 - mmaction - INFO - Epoch [155][540/3757] lr: 3.432e-02, eta: 3 days, 16:18:26, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6758, loss_cls: 2.4682, loss: 2.4682, grad_norm: 3.2477 2020-08-04 11:55:40,305 - mmaction - INFO - Epoch [155][560/3757] lr: 3.432e-02, eta: 3 days, 16:18:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6867, loss_cls: 2.5358, loss: 2.5358, grad_norm: 3.2706 2020-08-04 11:55:56,138 - mmaction - INFO - Epoch [155][580/3757] lr: 3.432e-02, eta: 3 days, 16:17:47, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6914, loss_cls: 2.4300, loss: 2.4300, grad_norm: 3.2299 2020-08-04 11:56:11,950 - mmaction - INFO - Epoch [155][600/3757] lr: 3.432e-02, eta: 3 days, 16:17:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6891, loss_cls: 2.4746, loss: 2.4746, grad_norm: 3.2410 2020-08-04 11:56:27,740 - mmaction - INFO - Epoch [155][620/3757] lr: 3.432e-02, eta: 3 days, 16:17:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6664, loss_cls: 2.5314, loss: 2.5314, grad_norm: 3.3770 2020-08-04 11:56:43,521 - mmaction - INFO - Epoch [155][640/3757] lr: 3.432e-02, eta: 3 days, 16:16:47, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6750, loss_cls: 2.6027, loss: 2.6027, grad_norm: 3.3516 2020-08-04 11:56:59,375 - mmaction - INFO - Epoch [155][660/3757] lr: 3.432e-02, eta: 3 days, 16:16:28, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6734, loss_cls: 2.5692, loss: 2.5692, grad_norm: 3.3590 2020-08-04 11:57:15,095 - mmaction - INFO - Epoch [155][680/3757] lr: 3.432e-02, eta: 3 days, 16:16:07, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6828, loss_cls: 2.5908, loss: 2.5908, grad_norm: 3.3531 2020-08-04 11:57:30,885 - mmaction - INFO - Epoch [155][700/3757] lr: 3.432e-02, eta: 3 days, 16:15:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6578, loss_cls: 2.6235, loss: 2.6235, grad_norm: 3.4185 2020-08-04 11:57:46,611 - mmaction - INFO - Epoch [155][720/3757] lr: 3.432e-02, eta: 3 days, 16:15:28, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6695, loss_cls: 2.5529, loss: 2.5529, grad_norm: 3.2409 2020-08-04 11:58:02,442 - mmaction - INFO - Epoch [155][740/3757] lr: 3.432e-02, eta: 3 days, 16:15:08, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6852, loss_cls: 2.4896, loss: 2.4896, grad_norm: 3.2338 2020-08-04 11:58:18,232 - mmaction - INFO - Epoch [155][760/3757] lr: 3.432e-02, eta: 3 days, 16:14:48, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6992, loss_cls: 2.4530, loss: 2.4530, grad_norm: 3.1926 2020-08-04 11:58:33,953 - mmaction - INFO - Epoch [155][780/3757] lr: 3.432e-02, eta: 3 days, 16:14:28, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4437, top5_acc: 0.7180, loss_cls: 2.4196, loss: 2.4196, grad_norm: 3.2235 2020-08-04 11:58:49,757 - mmaction - INFO - Epoch [155][800/3757] lr: 3.432e-02, eta: 3 days, 16:14:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6797, loss_cls: 2.5118, loss: 2.5118, grad_norm: 3.2599 2020-08-04 11:59:05,508 - mmaction - INFO - Epoch [155][820/3757] lr: 3.432e-02, eta: 3 days, 16:13:48, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6945, loss_cls: 2.4805, loss: 2.4805, grad_norm: 3.3185 2020-08-04 11:59:21,268 - mmaction - INFO - Epoch [155][840/3757] lr: 3.432e-02, eta: 3 days, 16:13:28, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6695, loss_cls: 2.5532, loss: 2.5532, grad_norm: 3.3493 2020-08-04 11:59:37,071 - mmaction - INFO - Epoch [155][860/3757] lr: 3.432e-02, eta: 3 days, 16:13:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6984, loss_cls: 2.4271, loss: 2.4271, grad_norm: 3.3415 2020-08-04 11:59:52,859 - mmaction - INFO - Epoch [155][880/3757] lr: 3.432e-02, eta: 3 days, 16:12:49, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6711, loss_cls: 2.5318, loss: 2.5318, grad_norm: 3.3751 2020-08-04 12:00:15,385 - mmaction - INFO - Epoch [155][900/3757] lr: 3.432e-02, eta: 3 days, 16:12:55, time: 1.120, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6914, loss_cls: 2.4753, loss: 2.4753, grad_norm: 3.4208 2020-08-04 12:00:31,272 - mmaction - INFO - Epoch [155][920/3757] lr: 3.432e-02, eta: 3 days, 16:12:36, time: 0.800, data_time: 0.011, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6813, loss_cls: 2.4754, loss: 2.4754, grad_norm: 3.2854 2020-08-04 12:00:47,063 - mmaction - INFO - Epoch [155][940/3757] lr: 3.432e-02, eta: 3 days, 16:12:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6828, loss_cls: 2.5169, loss: 2.5169, grad_norm: 3.3382 2020-08-04 12:01:02,876 - mmaction - INFO - Epoch [155][960/3757] lr: 3.432e-02, eta: 3 days, 16:11:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6781, loss_cls: 2.5491, loss: 2.5491, grad_norm: 3.3833 2020-08-04 12:01:18,700 - mmaction - INFO - Epoch [155][980/3757] lr: 3.432e-02, eta: 3 days, 16:11:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6891, loss_cls: 2.4802, loss: 2.4802, grad_norm: 3.2961 2020-08-04 12:01:34,522 - mmaction - INFO - Epoch [155][1000/3757] lr: 3.432e-02, eta: 3 days, 16:11:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6930, loss_cls: 2.5142, loss: 2.5142, grad_norm: 3.3869 2020-08-04 12:01:50,336 - mmaction - INFO - Epoch [155][1020/3757] lr: 3.432e-02, eta: 3 days, 16:10:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6656, loss_cls: 2.6309, loss: 2.6309, grad_norm: 3.2754 2020-08-04 12:02:06,193 - mmaction - INFO - Epoch [155][1040/3757] lr: 3.432e-02, eta: 3 days, 16:10:37, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7156, loss_cls: 2.4017, loss: 2.4017, grad_norm: 3.2854 2020-08-04 12:02:21,984 - mmaction - INFO - Epoch [155][1060/3757] lr: 3.432e-02, eta: 3 days, 16:10:18, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6609, loss_cls: 2.5992, loss: 2.5992, grad_norm: 3.4028 2020-08-04 12:02:37,873 - mmaction - INFO - Epoch [155][1080/3757] lr: 3.432e-02, eta: 3 days, 16:09:58, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6789, loss_cls: 2.5237, loss: 2.5237, grad_norm: 3.2860 2020-08-04 12:02:53,637 - mmaction - INFO - Epoch [155][1100/3757] lr: 3.432e-02, eta: 3 days, 16:09:38, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6711, loss_cls: 2.6117, loss: 2.6117, grad_norm: 3.3535 2020-08-04 12:03:09,350 - mmaction - INFO - Epoch [155][1120/3757] lr: 3.432e-02, eta: 3 days, 16:09:18, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6609, loss_cls: 2.6465, loss: 2.6465, grad_norm: 3.4074 2020-08-04 12:03:25,181 - mmaction - INFO - Epoch [155][1140/3757] lr: 3.432e-02, eta: 3 days, 16:08:59, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6773, loss_cls: 2.5211, loss: 2.5211, grad_norm: 3.2467 2020-08-04 12:03:40,945 - mmaction - INFO - Epoch [155][1160/3757] lr: 3.432e-02, eta: 3 days, 16:08:39, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6844, loss_cls: 2.5039, loss: 2.5039, grad_norm: 3.2586 2020-08-04 12:03:56,801 - mmaction - INFO - Epoch [155][1180/3757] lr: 3.432e-02, eta: 3 days, 16:08:19, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6719, loss_cls: 2.5425, loss: 2.5425, grad_norm: 3.3759 2020-08-04 12:04:12,627 - mmaction - INFO - Epoch [155][1200/3757] lr: 3.432e-02, eta: 3 days, 16:08:00, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6719, loss_cls: 2.5333, loss: 2.5333, grad_norm: 3.2879 2020-08-04 12:04:28,418 - mmaction - INFO - Epoch [155][1220/3757] lr: 3.432e-02, eta: 3 days, 16:07:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6539, loss_cls: 2.6363, loss: 2.6363, grad_norm: 3.2816 2020-08-04 12:04:44,255 - mmaction - INFO - Epoch [155][1240/3757] lr: 3.432e-02, eta: 3 days, 16:07:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6469, loss_cls: 2.6734, loss: 2.6734, grad_norm: 3.3811 2020-08-04 12:05:00,042 - mmaction - INFO - Epoch [155][1260/3757] lr: 3.432e-02, eta: 3 days, 16:07:01, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6977, loss_cls: 2.4693, loss: 2.4693, grad_norm: 3.2352 2020-08-04 12:05:15,817 - mmaction - INFO - Epoch [155][1280/3757] lr: 3.432e-02, eta: 3 days, 16:06:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6672, loss_cls: 2.5283, loss: 2.5283, grad_norm: 3.2805 2020-08-04 12:05:31,589 - mmaction - INFO - Epoch [155][1300/3757] lr: 3.432e-02, eta: 3 days, 16:06:21, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6648, loss_cls: 2.6309, loss: 2.6309, grad_norm: 3.3143 2020-08-04 12:05:47,338 - mmaction - INFO - Epoch [155][1320/3757] lr: 3.432e-02, eta: 3 days, 16:06:01, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6664, loss_cls: 2.5572, loss: 2.5572, grad_norm: 3.2323 2020-08-04 12:06:03,167 - mmaction - INFO - Epoch [155][1340/3757] lr: 3.432e-02, eta: 3 days, 16:05:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6469, loss_cls: 2.6441, loss: 2.6441, grad_norm: 3.2850 2020-08-04 12:06:18,915 - mmaction - INFO - Epoch [155][1360/3757] lr: 3.432e-02, eta: 3 days, 16:05:21, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6781, loss_cls: 2.5196, loss: 2.5196, grad_norm: 3.2354 2020-08-04 12:06:34,727 - mmaction - INFO - Epoch [155][1380/3757] lr: 3.432e-02, eta: 3 days, 16:05:02, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6703, loss_cls: 2.6151, loss: 2.6151, grad_norm: 3.2764 2020-08-04 12:06:50,535 - mmaction - INFO - Epoch [155][1400/3757] lr: 3.432e-02, eta: 3 days, 16:04:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6805, loss_cls: 2.5494, loss: 2.5494, grad_norm: 3.3894 2020-08-04 12:07:06,373 - mmaction - INFO - Epoch [155][1420/3757] lr: 3.432e-02, eta: 3 days, 16:04:22, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6922, loss_cls: 2.5011, loss: 2.5011, grad_norm: 3.3901 2020-08-04 12:07:22,257 - mmaction - INFO - Epoch [155][1440/3757] lr: 3.432e-02, eta: 3 days, 16:04:03, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6813, loss_cls: 2.5445, loss: 2.5445, grad_norm: 3.4561 2020-08-04 12:07:37,990 - mmaction - INFO - Epoch [155][1460/3757] lr: 3.432e-02, eta: 3 days, 16:03:43, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6523, loss_cls: 2.6600, loss: 2.6600, grad_norm: 3.3681 2020-08-04 12:07:53,705 - mmaction - INFO - Epoch [155][1480/3757] lr: 3.432e-02, eta: 3 days, 16:03:23, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6797, loss_cls: 2.5381, loss: 2.5381, grad_norm: 3.2600 2020-08-04 12:08:09,591 - mmaction - INFO - Epoch [155][1500/3757] lr: 3.432e-02, eta: 3 days, 16:03:04, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6508, loss_cls: 2.6147, loss: 2.6147, grad_norm: 3.2948 2020-08-04 12:08:25,338 - mmaction - INFO - Epoch [155][1520/3757] lr: 3.432e-02, eta: 3 days, 16:02:44, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6578, loss_cls: 2.5832, loss: 2.5832, grad_norm: 3.3859 2020-08-04 12:08:41,141 - mmaction - INFO - Epoch [155][1540/3757] lr: 3.432e-02, eta: 3 days, 16:02:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6695, loss_cls: 2.5996, loss: 2.5996, grad_norm: 3.2497 2020-08-04 12:08:56,983 - mmaction - INFO - Epoch [155][1560/3757] lr: 3.432e-02, eta: 3 days, 16:02:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6906, loss_cls: 2.4752, loss: 2.4752, grad_norm: 3.2982 2020-08-04 12:09:12,744 - mmaction - INFO - Epoch [155][1580/3757] lr: 3.432e-02, eta: 3 days, 16:01:44, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6820, loss_cls: 2.5504, loss: 2.5504, grad_norm: 3.3071 2020-08-04 12:09:28,539 - mmaction - INFO - Epoch [155][1600/3757] lr: 3.432e-02, eta: 3 days, 16:01:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6633, loss_cls: 2.5478, loss: 2.5478, grad_norm: 3.3559 2020-08-04 12:09:44,434 - mmaction - INFO - Epoch [155][1620/3757] lr: 3.432e-02, eta: 3 days, 16:01:05, time: 0.795, data_time: 0.008, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6687, loss_cls: 2.5494, loss: 2.5494, grad_norm: 3.3673 2020-08-04 12:10:00,233 - mmaction - INFO - Epoch [155][1640/3757] lr: 3.432e-02, eta: 3 days, 16:00:46, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6867, loss_cls: 2.5535, loss: 2.5535, grad_norm: 3.4063 2020-08-04 12:10:16,084 - mmaction - INFO - Epoch [155][1660/3757] lr: 3.432e-02, eta: 3 days, 16:00:26, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6648, loss_cls: 2.6383, loss: 2.6383, grad_norm: 3.4004 2020-08-04 12:10:31,914 - mmaction - INFO - Epoch [155][1680/3757] lr: 3.432e-02, eta: 3 days, 16:00:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6539, loss_cls: 2.6638, loss: 2.6638, grad_norm: 3.2303 2020-08-04 12:10:47,790 - mmaction - INFO - Epoch [155][1700/3757] lr: 3.432e-02, eta: 3 days, 15:59:47, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.7125, loss_cls: 2.3888, loss: 2.3888, grad_norm: 3.2595 2020-08-04 12:11:03,586 - mmaction - INFO - Epoch [155][1720/3757] lr: 3.432e-02, eta: 3 days, 15:59:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6727, loss_cls: 2.5287, loss: 2.5287, grad_norm: 3.3799 2020-08-04 12:11:19,368 - mmaction - INFO - Epoch [155][1740/3757] lr: 3.432e-02, eta: 3 days, 15:59:08, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6742, loss_cls: 2.5827, loss: 2.5827, grad_norm: 3.2509 2020-08-04 12:11:35,151 - mmaction - INFO - Epoch [155][1760/3757] lr: 3.432e-02, eta: 3 days, 15:58:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6828, loss_cls: 2.5268, loss: 2.5268, grad_norm: 3.2435 2020-08-04 12:11:50,963 - mmaction - INFO - Epoch [155][1780/3757] lr: 3.432e-02, eta: 3 days, 15:58:28, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6750, loss_cls: 2.6379, loss: 2.6379, grad_norm: 3.3554 2020-08-04 12:12:06,768 - mmaction - INFO - Epoch [155][1800/3757] lr: 3.432e-02, eta: 3 days, 15:58:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6844, loss_cls: 2.5125, loss: 2.5125, grad_norm: 3.4049 2020-08-04 12:12:22,620 - mmaction - INFO - Epoch [155][1820/3757] lr: 3.432e-02, eta: 3 days, 15:57:49, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6734, loss_cls: 2.5652, loss: 2.5652, grad_norm: 3.3685 2020-08-04 12:12:38,362 - mmaction - INFO - Epoch [155][1840/3757] lr: 3.432e-02, eta: 3 days, 15:57:29, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6680, loss_cls: 2.6490, loss: 2.6490, grad_norm: 3.3154 2020-08-04 12:12:54,199 - mmaction - INFO - Epoch [155][1860/3757] lr: 3.432e-02, eta: 3 days, 15:57:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6727, loss_cls: 2.5709, loss: 2.5709, grad_norm: 3.3226 2020-08-04 12:13:09,884 - mmaction - INFO - Epoch [155][1880/3757] lr: 3.432e-02, eta: 3 days, 15:56:49, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6672, loss_cls: 2.6309, loss: 2.6309, grad_norm: 3.3706 2020-08-04 12:13:25,707 - mmaction - INFO - Epoch [155][1900/3757] lr: 3.432e-02, eta: 3 days, 15:56:30, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6547, loss_cls: 2.6203, loss: 2.6203, grad_norm: 3.2665 2020-08-04 12:13:41,557 - mmaction - INFO - Epoch [155][1920/3757] lr: 3.432e-02, eta: 3 days, 15:56:10, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6703, loss_cls: 2.5928, loss: 2.5928, grad_norm: 3.3082 2020-08-04 12:13:57,311 - mmaction - INFO - Epoch [155][1940/3757] lr: 3.432e-02, eta: 3 days, 15:55:51, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6734, loss_cls: 2.5810, loss: 2.5810, grad_norm: 3.3536 2020-08-04 12:14:13,149 - mmaction - INFO - Epoch [155][1960/3757] lr: 3.432e-02, eta: 3 days, 15:55:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.6101, loss: 2.6101, grad_norm: 3.2711 2020-08-04 12:14:28,968 - mmaction - INFO - Epoch [155][1980/3757] lr: 3.432e-02, eta: 3 days, 15:55:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.5791, loss: 2.5791, grad_norm: 3.3957 2020-08-04 12:14:44,758 - mmaction - INFO - Epoch [155][2000/3757] lr: 3.432e-02, eta: 3 days, 15:54:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6562, loss_cls: 2.6856, loss: 2.6856, grad_norm: 3.4087 2020-08-04 12:15:00,576 - mmaction - INFO - Epoch [155][2020/3757] lr: 3.432e-02, eta: 3 days, 15:54:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6875, loss_cls: 2.4989, loss: 2.4989, grad_norm: 3.2959 2020-08-04 12:15:16,532 - mmaction - INFO - Epoch [155][2040/3757] lr: 3.432e-02, eta: 3 days, 15:54:13, time: 0.798, data_time: 0.007, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6578, loss_cls: 2.5915, loss: 2.5915, grad_norm: 3.2974 2020-08-04 12:15:32,221 - mmaction - INFO - Epoch [155][2060/3757] lr: 3.432e-02, eta: 3 days, 15:53:53, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6594, loss_cls: 2.5916, loss: 2.5916, grad_norm: 3.2806 2020-08-04 12:15:48,057 - mmaction - INFO - Epoch [155][2080/3757] lr: 3.432e-02, eta: 3 days, 15:53:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6852, loss_cls: 2.5383, loss: 2.5383, grad_norm: 3.3424 2020-08-04 12:16:03,836 - mmaction - INFO - Epoch [155][2100/3757] lr: 3.432e-02, eta: 3 days, 15:53:14, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6672, loss_cls: 2.6278, loss: 2.6278, grad_norm: 3.2665 2020-08-04 12:16:19,690 - mmaction - INFO - Epoch [155][2120/3757] lr: 3.432e-02, eta: 3 days, 15:52:54, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6594, loss_cls: 2.6178, loss: 2.6178, grad_norm: 3.3740 2020-08-04 12:16:35,487 - mmaction - INFO - Epoch [155][2140/3757] lr: 3.432e-02, eta: 3 days, 15:52:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6555, loss_cls: 2.6189, loss: 2.6189, grad_norm: 3.2529 2020-08-04 12:16:51,290 - mmaction - INFO - Epoch [155][2160/3757] lr: 3.432e-02, eta: 3 days, 15:52:15, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6594, loss_cls: 2.6449, loss: 2.6449, grad_norm: 3.3456 2020-08-04 12:17:07,142 - mmaction - INFO - Epoch [155][2180/3757] lr: 3.432e-02, eta: 3 days, 15:51:55, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6680, loss_cls: 2.5357, loss: 2.5357, grad_norm: 3.3400 2020-08-04 12:17:22,917 - mmaction - INFO - Epoch [155][2200/3757] lr: 3.432e-02, eta: 3 days, 15:51:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6719, loss_cls: 2.5684, loss: 2.5684, grad_norm: 3.3826 2020-08-04 12:17:38,705 - mmaction - INFO - Epoch [155][2220/3757] lr: 3.432e-02, eta: 3 days, 15:51:16, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6906, loss_cls: 2.5136, loss: 2.5136, grad_norm: 3.3258 2020-08-04 12:17:54,551 - mmaction - INFO - Epoch [155][2240/3757] lr: 3.432e-02, eta: 3 days, 15:50:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6664, loss_cls: 2.5632, loss: 2.5632, grad_norm: 3.2817 2020-08-04 12:18:10,349 - mmaction - INFO - Epoch [155][2260/3757] lr: 3.432e-02, eta: 3 days, 15:50:37, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6906, loss_cls: 2.5210, loss: 2.5210, grad_norm: 3.2578 2020-08-04 12:18:26,122 - mmaction - INFO - Epoch [155][2280/3757] lr: 3.432e-02, eta: 3 days, 15:50:17, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6687, loss_cls: 2.6659, loss: 2.6659, grad_norm: 3.2915 2020-08-04 12:18:41,894 - mmaction - INFO - Epoch [155][2300/3757] lr: 3.432e-02, eta: 3 days, 15:49:57, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6750, loss_cls: 2.5876, loss: 2.5876, grad_norm: 3.3412 2020-08-04 12:18:57,731 - mmaction - INFO - Epoch [155][2320/3757] lr: 3.432e-02, eta: 3 days, 15:49:38, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6844, loss_cls: 2.5519, loss: 2.5519, grad_norm: 3.2511 2020-08-04 12:19:13,608 - mmaction - INFO - Epoch [155][2340/3757] lr: 3.432e-02, eta: 3 days, 15:49:18, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6641, loss_cls: 2.5804, loss: 2.5804, grad_norm: 3.2362 2020-08-04 12:19:29,282 - mmaction - INFO - Epoch [155][2360/3757] lr: 3.432e-02, eta: 3 days, 15:48:58, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6727, loss_cls: 2.6116, loss: 2.6116, grad_norm: 3.3450 2020-08-04 12:19:45,161 - mmaction - INFO - Epoch [155][2380/3757] lr: 3.432e-02, eta: 3 days, 15:48:39, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6547, loss_cls: 2.6540, loss: 2.6540, grad_norm: 3.3202 2020-08-04 12:20:00,928 - mmaction - INFO - Epoch [155][2400/3757] lr: 3.432e-02, eta: 3 days, 15:48:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6781, loss_cls: 2.6236, loss: 2.6236, grad_norm: 3.4491 2020-08-04 12:20:16,758 - mmaction - INFO - Epoch [155][2420/3757] lr: 3.432e-02, eta: 3 days, 15:47:59, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.6253, loss: 2.6253, grad_norm: 3.2667 2020-08-04 12:20:32,557 - mmaction - INFO - Epoch [155][2440/3757] lr: 3.432e-02, eta: 3 days, 15:47:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6461, loss_cls: 2.6596, loss: 2.6596, grad_norm: 3.3383 2020-08-04 12:20:48,301 - mmaction - INFO - Epoch [155][2460/3757] lr: 3.432e-02, eta: 3 days, 15:47:20, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6586, loss_cls: 2.6148, loss: 2.6148, grad_norm: 3.2711 2020-08-04 12:21:04,176 - mmaction - INFO - Epoch [155][2480/3757] lr: 3.432e-02, eta: 3 days, 15:47:01, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.3969, top5_acc: 0.6570, loss_cls: 2.6694, loss: 2.6694, grad_norm: 3.3008 2020-08-04 12:21:20,005 - mmaction - INFO - Epoch [155][2500/3757] lr: 3.432e-02, eta: 3 days, 15:46:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6789, loss_cls: 2.5189, loss: 2.5189, grad_norm: 3.2321 2020-08-04 12:21:35,854 - mmaction - INFO - Epoch [155][2520/3757] lr: 3.432e-02, eta: 3 days, 15:46:22, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.5282, loss: 2.5282, grad_norm: 3.2821 2020-08-04 12:21:51,732 - mmaction - INFO - Epoch [155][2540/3757] lr: 3.432e-02, eta: 3 days, 15:46:02, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.6471, loss: 2.6471, grad_norm: 3.2904 2020-08-04 12:22:07,532 - mmaction - INFO - Epoch [155][2560/3757] lr: 3.432e-02, eta: 3 days, 15:45:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6633, loss_cls: 2.5987, loss: 2.5987, grad_norm: 3.2440 2020-08-04 12:22:23,266 - mmaction - INFO - Epoch [155][2580/3757] lr: 3.432e-02, eta: 3 days, 15:45:23, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6609, loss_cls: 2.5656, loss: 2.5656, grad_norm: 3.2639 2020-08-04 12:22:39,020 - mmaction - INFO - Epoch [155][2600/3757] lr: 3.432e-02, eta: 3 days, 15:45:03, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6633, loss_cls: 2.5764, loss: 2.5764, grad_norm: 3.2602 2020-08-04 12:22:54,887 - mmaction - INFO - Epoch [155][2620/3757] lr: 3.432e-02, eta: 3 days, 15:44:44, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6867, loss_cls: 2.5075, loss: 2.5075, grad_norm: 3.2192 2020-08-04 12:23:10,600 - mmaction - INFO - Epoch [155][2640/3757] lr: 3.432e-02, eta: 3 days, 15:44:24, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6695, loss_cls: 2.5230, loss: 2.5230, grad_norm: 3.2363 2020-08-04 12:23:26,435 - mmaction - INFO - Epoch [155][2660/3757] lr: 3.432e-02, eta: 3 days, 15:44:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6570, loss_cls: 2.6293, loss: 2.6293, grad_norm: 3.2277 2020-08-04 12:23:42,246 - mmaction - INFO - Epoch [155][2680/3757] lr: 3.432e-02, eta: 3 days, 15:43:45, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6523, loss_cls: 2.6142, loss: 2.6142, grad_norm: 3.2973 2020-08-04 12:23:58,100 - mmaction - INFO - Epoch [155][2700/3757] lr: 3.432e-02, eta: 3 days, 15:43:25, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6578, loss_cls: 2.5685, loss: 2.5685, grad_norm: 3.3028 2020-08-04 12:24:13,899 - mmaction - INFO - Epoch [155][2720/3757] lr: 3.432e-02, eta: 3 days, 15:43:05, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6594, loss_cls: 2.5864, loss: 2.5864, grad_norm: 3.2975 2020-08-04 12:24:29,725 - mmaction - INFO - Epoch [155][2740/3757] lr: 3.432e-02, eta: 3 days, 15:42:46, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6703, loss_cls: 2.5688, loss: 2.5688, grad_norm: 3.2243 2020-08-04 12:24:45,499 - mmaction - INFO - Epoch [155][2760/3757] lr: 3.432e-02, eta: 3 days, 15:42:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6562, loss_cls: 2.6415, loss: 2.6415, grad_norm: 3.2663 2020-08-04 12:25:01,323 - mmaction - INFO - Epoch [155][2780/3757] lr: 3.432e-02, eta: 3 days, 15:42:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6711, loss_cls: 2.5988, loss: 2.5988, grad_norm: 3.3483 2020-08-04 12:25:17,054 - mmaction - INFO - Epoch [155][2800/3757] lr: 3.432e-02, eta: 3 days, 15:41:47, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6930, loss_cls: 2.4968, loss: 2.4968, grad_norm: 3.2978 2020-08-04 12:25:32,886 - mmaction - INFO - Epoch [155][2820/3757] lr: 3.432e-02, eta: 3 days, 15:41:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6609, loss_cls: 2.5958, loss: 2.5958, grad_norm: 3.3335 2020-08-04 12:25:48,694 - mmaction - INFO - Epoch [155][2840/3757] lr: 3.432e-02, eta: 3 days, 15:41:08, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6617, loss_cls: 2.5898, loss: 2.5898, grad_norm: 3.4483 2020-08-04 12:26:04,513 - mmaction - INFO - Epoch [155][2860/3757] lr: 3.432e-02, eta: 3 days, 15:40:48, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6586, loss_cls: 2.6006, loss: 2.6006, grad_norm: 3.3150 2020-08-04 12:26:20,350 - mmaction - INFO - Epoch [155][2880/3757] lr: 3.432e-02, eta: 3 days, 15:40:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6820, loss_cls: 2.5539, loss: 2.5539, grad_norm: 3.3206 2020-08-04 12:26:36,293 - mmaction - INFO - Epoch [155][2900/3757] lr: 3.432e-02, eta: 3 days, 15:40:10, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6898, loss_cls: 2.4995, loss: 2.4995, grad_norm: 3.2848 2020-08-04 12:26:52,145 - mmaction - INFO - Epoch [155][2920/3757] lr: 3.432e-02, eta: 3 days, 15:39:50, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6625, loss_cls: 2.5748, loss: 2.5748, grad_norm: 3.3617 2020-08-04 12:27:07,970 - mmaction - INFO - Epoch [155][2940/3757] lr: 3.432e-02, eta: 3 days, 15:39:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6539, loss_cls: 2.7093, loss: 2.7093, grad_norm: 3.4418 2020-08-04 12:27:23,749 - mmaction - INFO - Epoch [155][2960/3757] lr: 3.432e-02, eta: 3 days, 15:39:11, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6508, loss_cls: 2.5796, loss: 2.5796, grad_norm: 3.2874 2020-08-04 12:27:39,642 - mmaction - INFO - Epoch [155][2980/3757] lr: 3.432e-02, eta: 3 days, 15:38:52, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6539, loss_cls: 2.6225, loss: 2.6225, grad_norm: 3.2557 2020-08-04 12:27:55,524 - mmaction - INFO - Epoch [155][3000/3757] lr: 3.432e-02, eta: 3 days, 15:38:32, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6742, loss_cls: 2.5341, loss: 2.5341, grad_norm: 3.2594 2020-08-04 12:28:11,341 - mmaction - INFO - Epoch [155][3020/3757] lr: 3.432e-02, eta: 3 days, 15:38:13, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6438, loss_cls: 2.6897, loss: 2.6897, grad_norm: 3.4258 2020-08-04 12:28:27,126 - mmaction - INFO - Epoch [155][3040/3757] lr: 3.432e-02, eta: 3 days, 15:37:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6898, loss_cls: 2.4869, loss: 2.4869, grad_norm: 3.3147 2020-08-04 12:28:42,947 - mmaction - INFO - Epoch [155][3060/3757] lr: 3.432e-02, eta: 3 days, 15:37:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6617, loss_cls: 2.6395, loss: 2.6395, grad_norm: 3.4213 2020-08-04 12:28:58,845 - mmaction - INFO - Epoch [155][3080/3757] lr: 3.432e-02, eta: 3 days, 15:37:14, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6656, loss_cls: 2.5739, loss: 2.5739, grad_norm: 3.2111 2020-08-04 12:29:14,684 - mmaction - INFO - Epoch [155][3100/3757] lr: 3.432e-02, eta: 3 days, 15:36:55, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6594, loss_cls: 2.5759, loss: 2.5759, grad_norm: 3.3402 2020-08-04 12:29:30,457 - mmaction - INFO - Epoch [155][3120/3757] lr: 3.432e-02, eta: 3 days, 15:36:35, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6742, loss_cls: 2.5190, loss: 2.5190, grad_norm: 3.3200 2020-08-04 12:29:46,225 - mmaction - INFO - Epoch [155][3140/3757] lr: 3.432e-02, eta: 3 days, 15:36:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6930, loss_cls: 2.5498, loss: 2.5498, grad_norm: 3.3947 2020-08-04 12:30:02,080 - mmaction - INFO - Epoch [155][3160/3757] lr: 3.432e-02, eta: 3 days, 15:35:56, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6773, loss_cls: 2.5611, loss: 2.5611, grad_norm: 3.4083 2020-08-04 12:30:17,805 - mmaction - INFO - Epoch [155][3180/3757] lr: 3.432e-02, eta: 3 days, 15:35:36, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6672, loss_cls: 2.5799, loss: 2.5799, grad_norm: 3.3459 2020-08-04 12:30:33,602 - mmaction - INFO - Epoch [155][3200/3757] lr: 3.432e-02, eta: 3 days, 15:35:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6961, loss_cls: 2.4287, loss: 2.4287, grad_norm: 3.2722 2020-08-04 12:30:49,473 - mmaction - INFO - Epoch [155][3220/3757] lr: 3.432e-02, eta: 3 days, 15:34:57, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6766, loss_cls: 2.5879, loss: 2.5879, grad_norm: 3.3715 2020-08-04 12:31:05,364 - mmaction - INFO - Epoch [155][3240/3757] lr: 3.432e-02, eta: 3 days, 15:34:38, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6562, loss_cls: 2.6383, loss: 2.6383, grad_norm: 3.2437 2020-08-04 12:31:21,209 - mmaction - INFO - Epoch [155][3260/3757] lr: 3.432e-02, eta: 3 days, 15:34:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6664, loss_cls: 2.6144, loss: 2.6144, grad_norm: 3.4236 2020-08-04 12:31:37,016 - mmaction - INFO - Epoch [155][3280/3757] lr: 3.432e-02, eta: 3 days, 15:33:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6711, loss_cls: 2.5989, loss: 2.5989, grad_norm: 3.3654 2020-08-04 12:31:52,780 - mmaction - INFO - Epoch [155][3300/3757] lr: 3.432e-02, eta: 3 days, 15:33:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6797, loss_cls: 2.5441, loss: 2.5441, grad_norm: 3.3619 2020-08-04 12:32:08,664 - mmaction - INFO - Epoch [155][3320/3757] lr: 3.432e-02, eta: 3 days, 15:33:20, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6828, loss_cls: 2.5831, loss: 2.5831, grad_norm: 3.4073 2020-08-04 12:32:24,396 - mmaction - INFO - Epoch [155][3340/3757] lr: 3.432e-02, eta: 3 days, 15:33:00, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6734, loss_cls: 2.5507, loss: 2.5507, grad_norm: 3.2930 2020-08-04 12:32:40,160 - mmaction - INFO - Epoch [155][3360/3757] lr: 3.432e-02, eta: 3 days, 15:32:41, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6703, loss_cls: 2.5668, loss: 2.5668, grad_norm: 3.3379 2020-08-04 12:32:56,055 - mmaction - INFO - Epoch [155][3380/3757] lr: 3.432e-02, eta: 3 days, 15:32:21, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6633, loss_cls: 2.5586, loss: 2.5586, grad_norm: 3.3470 2020-08-04 12:33:11,889 - mmaction - INFO - Epoch [155][3400/3757] lr: 3.432e-02, eta: 3 days, 15:32:02, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6500, loss_cls: 2.6640, loss: 2.6640, grad_norm: 3.3879 2020-08-04 12:33:27,638 - mmaction - INFO - Epoch [155][3420/3757] lr: 3.432e-02, eta: 3 days, 15:31:42, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6719, loss_cls: 2.5844, loss: 2.5844, grad_norm: 3.3112 2020-08-04 12:33:43,462 - mmaction - INFO - Epoch [155][3440/3757] lr: 3.432e-02, eta: 3 days, 15:31:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6758, loss_cls: 2.5453, loss: 2.5453, grad_norm: 3.2731 2020-08-04 12:33:59,228 - mmaction - INFO - Epoch [155][3460/3757] lr: 3.432e-02, eta: 3 days, 15:31:03, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6664, loss_cls: 2.5390, loss: 2.5390, grad_norm: 3.2351 2020-08-04 12:34:15,021 - mmaction - INFO - Epoch [155][3480/3757] lr: 3.432e-02, eta: 3 days, 15:30:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6789, loss_cls: 2.5574, loss: 2.5574, grad_norm: 3.4527 2020-08-04 12:34:30,848 - mmaction - INFO - Epoch [155][3500/3757] lr: 3.432e-02, eta: 3 days, 15:30:24, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6531, loss_cls: 2.6655, loss: 2.6655, grad_norm: 3.3868 2020-08-04 12:34:46,620 - mmaction - INFO - Epoch [155][3520/3757] lr: 3.432e-02, eta: 3 days, 15:30:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6945, loss_cls: 2.5644, loss: 2.5644, grad_norm: 3.3010 2020-08-04 12:35:02,617 - mmaction - INFO - Epoch [155][3540/3757] lr: 3.432e-02, eta: 3 days, 15:29:45, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6906, loss_cls: 2.4957, loss: 2.4957, grad_norm: 3.2591 2020-08-04 12:35:18,353 - mmaction - INFO - Epoch [155][3560/3757] lr: 3.432e-02, eta: 3 days, 15:29:26, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6687, loss_cls: 2.5696, loss: 2.5696, grad_norm: 3.4097 2020-08-04 12:35:34,158 - mmaction - INFO - Epoch [155][3580/3757] lr: 3.432e-02, eta: 3 days, 15:29:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6813, loss_cls: 2.4637, loss: 2.4637, grad_norm: 3.2332 2020-08-04 12:35:49,988 - mmaction - INFO - Epoch [155][3600/3757] lr: 3.432e-02, eta: 3 days, 15:28:47, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6547, loss_cls: 2.6017, loss: 2.6017, grad_norm: 3.3541 2020-08-04 12:36:05,792 - mmaction - INFO - Epoch [155][3620/3757] lr: 3.432e-02, eta: 3 days, 15:28:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3805, top5_acc: 0.6617, loss_cls: 2.6999, loss: 2.6999, grad_norm: 3.3873 2020-08-04 12:36:21,532 - mmaction - INFO - Epoch [155][3640/3757] lr: 3.432e-02, eta: 3 days, 15:28:07, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6781, loss_cls: 2.5785, loss: 2.5785, grad_norm: 3.3274 2020-08-04 12:36:37,345 - mmaction - INFO - Epoch [155][3660/3757] lr: 3.432e-02, eta: 3 days, 15:27:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6672, loss_cls: 2.5502, loss: 2.5502, grad_norm: 3.2727 2020-08-04 12:36:53,146 - mmaction - INFO - Epoch [155][3680/3757] lr: 3.432e-02, eta: 3 days, 15:27:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6586, loss_cls: 2.6318, loss: 2.6318, grad_norm: 3.2593 2020-08-04 12:37:08,996 - mmaction - INFO - Epoch [155][3700/3757] lr: 3.432e-02, eta: 3 days, 15:27:09, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6773, loss_cls: 2.4998, loss: 2.4998, grad_norm: 3.2244 2020-08-04 12:37:24,714 - mmaction - INFO - Epoch [155][3720/3757] lr: 3.432e-02, eta: 3 days, 15:26:49, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6492, loss_cls: 2.6855, loss: 2.6855, grad_norm: 3.3358 2020-08-04 12:37:40,544 - mmaction - INFO - Epoch [155][3740/3757] lr: 3.432e-02, eta: 3 days, 15:26:30, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6687, loss_cls: 2.5800, loss: 2.5800, grad_norm: 3.2701 2020-08-04 12:40:27,363 - mmaction - INFO - Epoch [156][20/3757] lr: 3.373e-02, eta: 3 days, 15:33:16, time: 7.384, data_time: 6.554, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6633, loss_cls: 2.6397, loss: 2.6397, grad_norm: 3.3319 2020-08-04 12:40:43,202 - mmaction - INFO - Epoch [156][40/3757] lr: 3.373e-02, eta: 3 days, 15:32:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6937, loss_cls: 2.5092, loss: 2.5092, grad_norm: 3.2488 2020-08-04 12:40:59,041 - mmaction - INFO - Epoch [156][60/3757] lr: 3.373e-02, eta: 3 days, 15:32:37, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6922, loss_cls: 2.4046, loss: 2.4046, grad_norm: 3.2828 2020-08-04 12:41:14,830 - mmaction - INFO - Epoch [156][80/3757] lr: 3.373e-02, eta: 3 days, 15:32:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6953, loss_cls: 2.4457, loss: 2.4457, grad_norm: 3.2606 2020-08-04 12:41:30,729 - mmaction - INFO - Epoch [156][100/3757] lr: 3.373e-02, eta: 3 days, 15:31:58, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6922, loss_cls: 2.4728, loss: 2.4728, grad_norm: 3.2733 2020-08-04 12:41:46,521 - mmaction - INFO - Epoch [156][120/3757] lr: 3.373e-02, eta: 3 days, 15:31:39, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4258, top5_acc: 0.7023, loss_cls: 2.4642, loss: 2.4642, grad_norm: 3.3719 2020-08-04 12:42:02,351 - mmaction - INFO - Epoch [156][140/3757] lr: 3.373e-02, eta: 3 days, 15:31:19, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6602, loss_cls: 2.6057, loss: 2.6057, grad_norm: 3.4059 2020-08-04 12:42:18,168 - mmaction - INFO - Epoch [156][160/3757] lr: 3.373e-02, eta: 3 days, 15:31:00, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6836, loss_cls: 2.4892, loss: 2.4892, grad_norm: 3.3173 2020-08-04 12:42:33,957 - mmaction - INFO - Epoch [156][180/3757] lr: 3.373e-02, eta: 3 days, 15:30:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6680, loss_cls: 2.5991, loss: 2.5991, grad_norm: 3.3470 2020-08-04 12:42:49,737 - mmaction - INFO - Epoch [156][200/3757] lr: 3.373e-02, eta: 3 days, 15:30:20, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.3971, loss: 2.3971, grad_norm: 3.2779 2020-08-04 12:43:05,597 - mmaction - INFO - Epoch [156][220/3757] lr: 3.373e-02, eta: 3 days, 15:30:01, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6727, loss_cls: 2.5744, loss: 2.5744, grad_norm: 3.2896 2020-08-04 12:43:21,338 - mmaction - INFO - Epoch [156][240/3757] lr: 3.373e-02, eta: 3 days, 15:29:41, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6820, loss_cls: 2.5298, loss: 2.5298, grad_norm: 3.3973 2020-08-04 12:43:37,173 - mmaction - INFO - Epoch [156][260/3757] lr: 3.373e-02, eta: 3 days, 15:29:21, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6828, loss_cls: 2.5344, loss: 2.5344, grad_norm: 3.3939 2020-08-04 12:43:52,981 - mmaction - INFO - Epoch [156][280/3757] lr: 3.373e-02, eta: 3 days, 15:29:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6711, loss_cls: 2.5419, loss: 2.5419, grad_norm: 3.2485 2020-08-04 12:44:08,855 - mmaction - INFO - Epoch [156][300/3757] lr: 3.373e-02, eta: 3 days, 15:28:42, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6852, loss_cls: 2.5022, loss: 2.5022, grad_norm: 3.2344 2020-08-04 12:44:24,692 - mmaction - INFO - Epoch [156][320/3757] lr: 3.373e-02, eta: 3 days, 15:28:23, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6820, loss_cls: 2.5051, loss: 2.5051, grad_norm: 3.3657 2020-08-04 12:44:40,461 - mmaction - INFO - Epoch [156][340/3757] lr: 3.373e-02, eta: 3 days, 15:28:03, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6844, loss_cls: 2.5276, loss: 2.5276, grad_norm: 3.3522 2020-08-04 12:44:56,257 - mmaction - INFO - Epoch [156][360/3757] lr: 3.373e-02, eta: 3 days, 15:27:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6820, loss_cls: 2.5625, loss: 2.5625, grad_norm: 3.3527 2020-08-04 12:45:12,065 - mmaction - INFO - Epoch [156][380/3757] lr: 3.373e-02, eta: 3 days, 15:27:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6813, loss_cls: 2.4539, loss: 2.4539, grad_norm: 3.2457 2020-08-04 12:45:27,840 - mmaction - INFO - Epoch [156][400/3757] lr: 3.373e-02, eta: 3 days, 15:27:04, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6734, loss_cls: 2.5535, loss: 2.5535, grad_norm: 3.3601 2020-08-04 12:45:43,666 - mmaction - INFO - Epoch [156][420/3757] lr: 3.373e-02, eta: 3 days, 15:26:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6914, loss_cls: 2.5001, loss: 2.5001, grad_norm: 3.3981 2020-08-04 12:45:59,510 - mmaction - INFO - Epoch [156][440/3757] lr: 3.373e-02, eta: 3 days, 15:26:25, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6844, loss_cls: 2.5295, loss: 2.5295, grad_norm: 3.3930 2020-08-04 12:46:15,277 - mmaction - INFO - Epoch [156][460/3757] lr: 3.373e-02, eta: 3 days, 15:26:06, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6719, loss_cls: 2.5468, loss: 2.5468, grad_norm: 3.3553 2020-08-04 12:46:31,521 - mmaction - INFO - Epoch [156][480/3757] lr: 3.373e-02, eta: 3 days, 15:25:48, time: 0.812, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6711, loss_cls: 2.5597, loss: 2.5597, grad_norm: 3.3527 2020-08-04 12:46:47,345 - mmaction - INFO - Epoch [156][500/3757] lr: 3.373e-02, eta: 3 days, 15:25:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.4817, loss: 2.4817, grad_norm: 3.2402 2020-08-04 12:47:03,650 - mmaction - INFO - Epoch [156][520/3757] lr: 3.373e-02, eta: 3 days, 15:25:10, time: 0.817, data_time: 0.005, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6742, loss_cls: 2.5878, loss: 2.5878, grad_norm: 3.3951 2020-08-04 12:47:19,498 - mmaction - INFO - Epoch [156][540/3757] lr: 3.373e-02, eta: 3 days, 15:24:51, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6742, loss_cls: 2.5259, loss: 2.5259, grad_norm: 3.2638 2020-08-04 12:47:35,445 - mmaction - INFO - Epoch [156][560/3757] lr: 3.373e-02, eta: 3 days, 15:24:32, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6727, loss_cls: 2.5350, loss: 2.5350, grad_norm: 3.3396 2020-08-04 12:47:51,653 - mmaction - INFO - Epoch [156][580/3757] lr: 3.373e-02, eta: 3 days, 15:24:13, time: 0.810, data_time: 0.025, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6906, loss_cls: 2.4726, loss: 2.4726, grad_norm: 3.2361 2020-08-04 12:48:07,706 - mmaction - INFO - Epoch [156][600/3757] lr: 3.373e-02, eta: 3 days, 15:23:55, time: 0.805, data_time: 0.018, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6687, loss_cls: 2.5722, loss: 2.5722, grad_norm: 3.4433 2020-08-04 12:48:23,873 - mmaction - INFO - Epoch [156][620/3757] lr: 3.373e-02, eta: 3 days, 15:23:37, time: 0.808, data_time: 0.022, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6641, loss_cls: 2.5523, loss: 2.5523, grad_norm: 3.3109 2020-08-04 12:48:39,988 - mmaction - INFO - Epoch [156][640/3757] lr: 3.373e-02, eta: 3 days, 15:23:18, time: 0.806, data_time: 0.022, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6734, loss_cls: 2.6014, loss: 2.6014, grad_norm: 3.3486 2020-08-04 12:48:56,095 - mmaction - INFO - Epoch [156][660/3757] lr: 3.373e-02, eta: 3 days, 15:23:00, time: 0.805, data_time: 0.011, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6898, loss_cls: 2.4829, loss: 2.4829, grad_norm: 3.3921 2020-08-04 12:49:12,282 - mmaction - INFO - Epoch [156][680/3757] lr: 3.373e-02, eta: 3 days, 15:22:42, time: 0.809, data_time: 0.026, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6648, loss_cls: 2.5272, loss: 2.5272, grad_norm: 3.3177 2020-08-04 12:49:28,114 - mmaction - INFO - Epoch [156][700/3757] lr: 3.373e-02, eta: 3 days, 15:22:22, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6695, loss_cls: 2.5643, loss: 2.5643, grad_norm: 3.2935 2020-08-04 12:49:43,928 - mmaction - INFO - Epoch [156][720/3757] lr: 3.373e-02, eta: 3 days, 15:22:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6531, loss_cls: 2.6577, loss: 2.6577, grad_norm: 3.3540 2020-08-04 12:49:59,770 - mmaction - INFO - Epoch [156][740/3757] lr: 3.373e-02, eta: 3 days, 15:21:43, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6820, loss_cls: 2.5404, loss: 2.5404, grad_norm: 3.2585 2020-08-04 12:50:15,544 - mmaction - INFO - Epoch [156][760/3757] lr: 3.373e-02, eta: 3 days, 15:21:23, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6828, loss_cls: 2.5491, loss: 2.5491, grad_norm: 3.2378 2020-08-04 12:50:32,618 - mmaction - INFO - Epoch [156][780/3757] lr: 3.373e-02, eta: 3 days, 15:21:08, time: 0.853, data_time: 0.067, memory: 6192, top1_acc: 0.4445, top5_acc: 0.7047, loss_cls: 2.4649, loss: 2.4649, grad_norm: 3.3072 2020-08-04 12:50:48,962 - mmaction - INFO - Epoch [156][800/3757] lr: 3.373e-02, eta: 3 days, 15:20:51, time: 0.817, data_time: 0.023, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6531, loss_cls: 2.6236, loss: 2.6236, grad_norm: 3.4076 2020-08-04 12:51:05,049 - mmaction - INFO - Epoch [156][820/3757] lr: 3.373e-02, eta: 3 days, 15:20:32, time: 0.805, data_time: 0.016, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6680, loss_cls: 2.5923, loss: 2.5923, grad_norm: 3.2051 2020-08-04 12:51:21,166 - mmaction - INFO - Epoch [156][840/3757] lr: 3.373e-02, eta: 3 days, 15:20:14, time: 0.806, data_time: 0.023, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6727, loss_cls: 2.5656, loss: 2.5656, grad_norm: 3.3473 2020-08-04 12:51:37,231 - mmaction - INFO - Epoch [156][860/3757] lr: 3.373e-02, eta: 3 days, 15:19:55, time: 0.803, data_time: 0.015, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6859, loss_cls: 2.4938, loss: 2.4938, grad_norm: 3.3096 2020-08-04 12:51:53,057 - mmaction - INFO - Epoch [156][880/3757] lr: 3.373e-02, eta: 3 days, 15:19:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6711, loss_cls: 2.6008, loss: 2.6008, grad_norm: 3.3894 2020-08-04 12:52:08,743 - mmaction - INFO - Epoch [156][900/3757] lr: 3.373e-02, eta: 3 days, 15:19:16, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6570, loss_cls: 2.6191, loss: 2.6191, grad_norm: 3.3221 2020-08-04 12:52:24,566 - mmaction - INFO - Epoch [156][920/3757] lr: 3.373e-02, eta: 3 days, 15:18:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6742, loss_cls: 2.5513, loss: 2.5513, grad_norm: 3.3152 2020-08-04 12:52:40,368 - mmaction - INFO - Epoch [156][940/3757] lr: 3.373e-02, eta: 3 days, 15:18:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6523, loss_cls: 2.5922, loss: 2.5922, grad_norm: 3.2212 2020-08-04 12:52:56,192 - mmaction - INFO - Epoch [156][960/3757] lr: 3.373e-02, eta: 3 days, 15:18:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6695, loss_cls: 2.6200, loss: 2.6200, grad_norm: 3.3702 2020-08-04 12:53:12,025 - mmaction - INFO - Epoch [156][980/3757] lr: 3.373e-02, eta: 3 days, 15:17:58, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6461, loss_cls: 2.6159, loss: 2.6159, grad_norm: 3.2727 2020-08-04 12:53:27,858 - mmaction - INFO - Epoch [156][1000/3757] lr: 3.373e-02, eta: 3 days, 15:17:38, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6898, loss_cls: 2.5361, loss: 2.5361, grad_norm: 3.3115 2020-08-04 12:53:43,648 - mmaction - INFO - Epoch [156][1020/3757] lr: 3.373e-02, eta: 3 days, 15:17:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6633, loss_cls: 2.6063, loss: 2.6063, grad_norm: 3.3200 2020-08-04 12:53:59,422 - mmaction - INFO - Epoch [156][1040/3757] lr: 3.373e-02, eta: 3 days, 15:16:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6805, loss_cls: 2.5918, loss: 2.5918, grad_norm: 3.2818 2020-08-04 12:54:15,242 - mmaction - INFO - Epoch [156][1060/3757] lr: 3.373e-02, eta: 3 days, 15:16:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6859, loss_cls: 2.4980, loss: 2.4980, grad_norm: 3.3219 2020-08-04 12:54:31,024 - mmaction - INFO - Epoch [156][1080/3757] lr: 3.373e-02, eta: 3 days, 15:16:20, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6844, loss_cls: 2.5593, loss: 2.5593, grad_norm: 3.4086 2020-08-04 12:54:46,836 - mmaction - INFO - Epoch [156][1100/3757] lr: 3.373e-02, eta: 3 days, 15:16:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6508, loss_cls: 2.6496, loss: 2.6496, grad_norm: 3.3309 2020-08-04 12:55:02,714 - mmaction - INFO - Epoch [156][1120/3757] lr: 3.373e-02, eta: 3 days, 15:15:41, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6828, loss_cls: 2.5704, loss: 2.5704, grad_norm: 3.2858 2020-08-04 12:55:18,449 - mmaction - INFO - Epoch [156][1140/3757] lr: 3.373e-02, eta: 3 days, 15:15:21, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6945, loss_cls: 2.4931, loss: 2.4931, grad_norm: 3.2553 2020-08-04 12:55:34,340 - mmaction - INFO - Epoch [156][1160/3757] lr: 3.373e-02, eta: 3 days, 15:15:02, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6945, loss_cls: 2.4485, loss: 2.4485, grad_norm: 3.2141 2020-08-04 12:55:50,157 - mmaction - INFO - Epoch [156][1180/3757] lr: 3.373e-02, eta: 3 days, 15:14:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6781, loss_cls: 2.5596, loss: 2.5596, grad_norm: 3.4103 2020-08-04 12:56:05,936 - mmaction - INFO - Epoch [156][1200/3757] lr: 3.373e-02, eta: 3 days, 15:14:23, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7031, loss_cls: 2.4350, loss: 2.4350, grad_norm: 3.3046 2020-08-04 12:56:21,780 - mmaction - INFO - Epoch [156][1220/3757] lr: 3.373e-02, eta: 3 days, 15:14:03, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6633, loss_cls: 2.5475, loss: 2.5475, grad_norm: 3.3175 2020-08-04 12:56:37,563 - mmaction - INFO - Epoch [156][1240/3757] lr: 3.373e-02, eta: 3 days, 15:13:44, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6789, loss_cls: 2.5240, loss: 2.5240, grad_norm: 3.3915 2020-08-04 12:56:53,573 - mmaction - INFO - Epoch [156][1260/3757] lr: 3.373e-02, eta: 3 days, 15:13:25, time: 0.800, data_time: 0.015, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6719, loss_cls: 2.6091, loss: 2.6091, grad_norm: 3.3914 2020-08-04 12:57:09,790 - mmaction - INFO - Epoch [156][1280/3757] lr: 3.373e-02, eta: 3 days, 15:13:07, time: 0.811, data_time: 0.025, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6805, loss_cls: 2.4938, loss: 2.4938, grad_norm: 3.3270 2020-08-04 12:57:25,668 - mmaction - INFO - Epoch [156][1300/3757] lr: 3.373e-02, eta: 3 days, 15:12:48, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6805, loss_cls: 2.5039, loss: 2.5039, grad_norm: 3.2771 2020-08-04 12:57:41,396 - mmaction - INFO - Epoch [156][1320/3757] lr: 3.373e-02, eta: 3 days, 15:12:28, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6977, loss_cls: 2.4834, loss: 2.4834, grad_norm: 3.2996 2020-08-04 12:57:57,168 - mmaction - INFO - Epoch [156][1340/3757] lr: 3.373e-02, eta: 3 days, 15:12:08, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6656, loss_cls: 2.6104, loss: 2.6104, grad_norm: 3.3141 2020-08-04 12:58:12,943 - mmaction - INFO - Epoch [156][1360/3757] lr: 3.373e-02, eta: 3 days, 15:11:48, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6625, loss_cls: 2.5818, loss: 2.5818, grad_norm: 3.3991 2020-08-04 12:58:28,713 - mmaction - INFO - Epoch [156][1380/3757] lr: 3.373e-02, eta: 3 days, 15:11:29, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6836, loss_cls: 2.5087, loss: 2.5087, grad_norm: 3.4290 2020-08-04 12:58:44,564 - mmaction - INFO - Epoch [156][1400/3757] lr: 3.373e-02, eta: 3 days, 15:11:09, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.7023, loss_cls: 2.4605, loss: 2.4605, grad_norm: 3.3982 2020-08-04 12:59:00,342 - mmaction - INFO - Epoch [156][1420/3757] lr: 3.373e-02, eta: 3 days, 15:10:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6602, loss_cls: 2.5693, loss: 2.5693, grad_norm: 3.3745 2020-08-04 12:59:16,192 - mmaction - INFO - Epoch [156][1440/3757] lr: 3.373e-02, eta: 3 days, 15:10:30, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6930, loss_cls: 2.5410, loss: 2.5410, grad_norm: 3.3408 2020-08-04 12:59:31,968 - mmaction - INFO - Epoch [156][1460/3757] lr: 3.373e-02, eta: 3 days, 15:10:11, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6937, loss_cls: 2.4894, loss: 2.4894, grad_norm: 3.3271 2020-08-04 12:59:47,718 - mmaction - INFO - Epoch [156][1480/3757] lr: 3.373e-02, eta: 3 days, 15:09:51, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6609, loss_cls: 2.5876, loss: 2.5876, grad_norm: 3.3457 2020-08-04 13:00:06,109 - mmaction - INFO - Epoch [156][1500/3757] lr: 3.373e-02, eta: 3 days, 15:09:38, time: 0.884, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6758, loss_cls: 2.5967, loss: 2.5967, grad_norm: 3.2692 2020-08-04 13:00:22,724 - mmaction - INFO - Epoch [156][1520/3757] lr: 3.373e-02, eta: 3 days, 15:09:24, time: 0.867, data_time: 0.047, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6797, loss_cls: 2.5495, loss: 2.5495, grad_norm: 3.3089 2020-08-04 13:00:38,514 - mmaction - INFO - Epoch [156][1540/3757] lr: 3.373e-02, eta: 3 days, 15:09:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6547, loss_cls: 2.6770, loss: 2.6770, grad_norm: 3.3297 2020-08-04 13:00:54,344 - mmaction - INFO - Epoch [156][1560/3757] lr: 3.373e-02, eta: 3 days, 15:08:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6789, loss_cls: 2.5159, loss: 2.5159, grad_norm: 3.2849 2020-08-04 13:01:10,186 - mmaction - INFO - Epoch [156][1580/3757] lr: 3.373e-02, eta: 3 days, 15:08:26, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6977, loss_cls: 2.4690, loss: 2.4690, grad_norm: 3.2959 2020-08-04 13:01:26,114 - mmaction - INFO - Epoch [156][1600/3757] lr: 3.373e-02, eta: 3 days, 15:08:07, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6633, loss_cls: 2.5989, loss: 2.5989, grad_norm: 3.4464 2020-08-04 13:01:41,907 - mmaction - INFO - Epoch [156][1620/3757] lr: 3.373e-02, eta: 3 days, 15:07:47, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6703, loss_cls: 2.5600, loss: 2.5600, grad_norm: 3.3562 2020-08-04 13:01:57,623 - mmaction - INFO - Epoch [156][1640/3757] lr: 3.373e-02, eta: 3 days, 15:07:27, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6789, loss_cls: 2.5303, loss: 2.5303, grad_norm: 3.3134 2020-08-04 13:02:13,423 - mmaction - INFO - Epoch [156][1660/3757] lr: 3.373e-02, eta: 3 days, 15:07:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6852, loss_cls: 2.5233, loss: 2.5233, grad_norm: 3.3358 2020-08-04 13:02:29,258 - mmaction - INFO - Epoch [156][1680/3757] lr: 3.373e-02, eta: 3 days, 15:06:48, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.6471, loss: 2.6471, grad_norm: 3.3832 2020-08-04 13:02:45,160 - mmaction - INFO - Epoch [156][1700/3757] lr: 3.373e-02, eta: 3 days, 15:06:29, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6609, loss_cls: 2.5906, loss: 2.5906, grad_norm: 3.3694 2020-08-04 13:03:01,004 - mmaction - INFO - Epoch [156][1720/3757] lr: 3.373e-02, eta: 3 days, 15:06:10, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6836, loss_cls: 2.4675, loss: 2.4675, grad_norm: 3.2549 2020-08-04 13:03:16,839 - mmaction - INFO - Epoch [156][1740/3757] lr: 3.373e-02, eta: 3 days, 15:05:50, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6789, loss_cls: 2.5407, loss: 2.5407, grad_norm: 3.3109 2020-08-04 13:03:32,597 - mmaction - INFO - Epoch [156][1760/3757] lr: 3.373e-02, eta: 3 days, 15:05:31, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6594, loss_cls: 2.6018, loss: 2.6018, grad_norm: 3.3484 2020-08-04 13:03:48,395 - mmaction - INFO - Epoch [156][1780/3757] lr: 3.373e-02, eta: 3 days, 15:05:11, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6570, loss_cls: 2.6812, loss: 2.6812, grad_norm: 3.3300 2020-08-04 13:04:04,157 - mmaction - INFO - Epoch [156][1800/3757] lr: 3.373e-02, eta: 3 days, 15:04:51, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6867, loss_cls: 2.5041, loss: 2.5041, grad_norm: 3.2642 2020-08-04 13:04:20,002 - mmaction - INFO - Epoch [156][1820/3757] lr: 3.373e-02, eta: 3 days, 15:04:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6742, loss_cls: 2.5721, loss: 2.5721, grad_norm: 3.3760 2020-08-04 13:04:35,878 - mmaction - INFO - Epoch [156][1840/3757] lr: 3.373e-02, eta: 3 days, 15:04:13, time: 0.794, data_time: 0.009, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6680, loss_cls: 2.5836, loss: 2.5836, grad_norm: 3.2818 2020-08-04 13:04:51,621 - mmaction - INFO - Epoch [156][1860/3757] lr: 3.373e-02, eta: 3 days, 15:03:53, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6773, loss_cls: 2.5476, loss: 2.5476, grad_norm: 3.2864 2020-08-04 13:05:07,514 - mmaction - INFO - Epoch [156][1880/3757] lr: 3.373e-02, eta: 3 days, 15:03:34, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6648, loss_cls: 2.6351, loss: 2.6351, grad_norm: 3.2712 2020-08-04 13:05:23,241 - mmaction - INFO - Epoch [156][1900/3757] lr: 3.373e-02, eta: 3 days, 15:03:14, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.5980, loss: 2.5980, grad_norm: 3.2956 2020-08-04 13:05:38,991 - mmaction - INFO - Epoch [156][1920/3757] lr: 3.373e-02, eta: 3 days, 15:02:54, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6828, loss_cls: 2.5321, loss: 2.5321, grad_norm: 3.3205 2020-08-04 13:05:54,740 - mmaction - INFO - Epoch [156][1940/3757] lr: 3.373e-02, eta: 3 days, 15:02:35, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6852, loss_cls: 2.5095, loss: 2.5095, grad_norm: 3.3657 2020-08-04 13:06:10,501 - mmaction - INFO - Epoch [156][1960/3757] lr: 3.373e-02, eta: 3 days, 15:02:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6852, loss_cls: 2.5247, loss: 2.5247, grad_norm: 3.2951 2020-08-04 13:06:26,324 - mmaction - INFO - Epoch [156][1980/3757] lr: 3.373e-02, eta: 3 days, 15:01:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6539, loss_cls: 2.6280, loss: 2.6280, grad_norm: 3.4031 2020-08-04 13:06:42,090 - mmaction - INFO - Epoch [156][2000/3757] lr: 3.373e-02, eta: 3 days, 15:01:36, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6422, loss_cls: 2.6996, loss: 2.6996, grad_norm: 3.3415 2020-08-04 13:06:57,854 - mmaction - INFO - Epoch [156][2020/3757] lr: 3.373e-02, eta: 3 days, 15:01:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6656, loss_cls: 2.5889, loss: 2.5889, grad_norm: 3.2631 2020-08-04 13:07:13,679 - mmaction - INFO - Epoch [156][2040/3757] lr: 3.373e-02, eta: 3 days, 15:00:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6719, loss_cls: 2.5629, loss: 2.5629, grad_norm: 3.3418 2020-08-04 13:07:29,518 - mmaction - INFO - Epoch [156][2060/3757] lr: 3.373e-02, eta: 3 days, 15:00:37, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6891, loss_cls: 2.4816, loss: 2.4816, grad_norm: 3.2911 2020-08-04 13:07:45,345 - mmaction - INFO - Epoch [156][2080/3757] lr: 3.373e-02, eta: 3 days, 15:00:18, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6602, loss_cls: 2.6153, loss: 2.6153, grad_norm: 3.2816 2020-08-04 13:08:01,212 - mmaction - INFO - Epoch [156][2100/3757] lr: 3.373e-02, eta: 3 days, 14:59:59, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6883, loss_cls: 2.4997, loss: 2.4997, grad_norm: 3.3706 2020-08-04 13:08:16,989 - mmaction - INFO - Epoch [156][2120/3757] lr: 3.373e-02, eta: 3 days, 14:59:39, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6516, loss_cls: 2.6401, loss: 2.6401, grad_norm: 3.4042 2020-08-04 13:08:32,864 - mmaction - INFO - Epoch [156][2140/3757] lr: 3.373e-02, eta: 3 days, 14:59:20, time: 0.794, data_time: 0.008, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6711, loss_cls: 2.5517, loss: 2.5517, grad_norm: 3.3256 2020-08-04 13:08:48,651 - mmaction - INFO - Epoch [156][2160/3757] lr: 3.373e-02, eta: 3 days, 14:59:00, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6781, loss_cls: 2.5656, loss: 2.5656, grad_norm: 3.4164 2020-08-04 13:09:04,437 - mmaction - INFO - Epoch [156][2180/3757] lr: 3.373e-02, eta: 3 days, 14:58:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6727, loss_cls: 2.5381, loss: 2.5381, grad_norm: 3.3707 2020-08-04 13:09:20,342 - mmaction - INFO - Epoch [156][2200/3757] lr: 3.373e-02, eta: 3 days, 14:58:22, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6797, loss_cls: 2.5004, loss: 2.5004, grad_norm: 3.4043 2020-08-04 13:09:36,178 - mmaction - INFO - Epoch [156][2220/3757] lr: 3.373e-02, eta: 3 days, 14:58:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6844, loss_cls: 2.5497, loss: 2.5497, grad_norm: 3.3576 2020-08-04 13:09:51,987 - mmaction - INFO - Epoch [156][2240/3757] lr: 3.373e-02, eta: 3 days, 14:57:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6516, loss_cls: 2.6000, loss: 2.6000, grad_norm: 3.3337 2020-08-04 13:10:07,879 - mmaction - INFO - Epoch [156][2260/3757] lr: 3.373e-02, eta: 3 days, 14:57:24, time: 0.795, data_time: 0.008, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6773, loss_cls: 2.5708, loss: 2.5708, grad_norm: 3.3154 2020-08-04 13:10:23,622 - mmaction - INFO - Epoch [156][2280/3757] lr: 3.373e-02, eta: 3 days, 14:57:04, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6617, loss_cls: 2.6257, loss: 2.6257, grad_norm: 3.3270 2020-08-04 13:10:39,398 - mmaction - INFO - Epoch [156][2300/3757] lr: 3.373e-02, eta: 3 days, 14:56:44, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6891, loss_cls: 2.5012, loss: 2.5012, grad_norm: 3.2545 2020-08-04 13:10:55,241 - mmaction - INFO - Epoch [156][2320/3757] lr: 3.373e-02, eta: 3 days, 14:56:25, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6961, loss_cls: 2.4439, loss: 2.4439, grad_norm: 3.4027 2020-08-04 13:11:11,142 - mmaction - INFO - Epoch [156][2340/3757] lr: 3.373e-02, eta: 3 days, 14:56:06, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6586, loss_cls: 2.6310, loss: 2.6310, grad_norm: 3.2632 2020-08-04 13:11:26,967 - mmaction - INFO - Epoch [156][2360/3757] lr: 3.373e-02, eta: 3 days, 14:55:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6664, loss_cls: 2.6351, loss: 2.6351, grad_norm: 3.2781 2020-08-04 13:11:42,742 - mmaction - INFO - Epoch [156][2380/3757] lr: 3.373e-02, eta: 3 days, 14:55:27, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6891, loss_cls: 2.4938, loss: 2.4938, grad_norm: 3.3310 2020-08-04 13:11:58,556 - mmaction - INFO - Epoch [156][2400/3757] lr: 3.373e-02, eta: 3 days, 14:55:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6734, loss_cls: 2.5384, loss: 2.5384, grad_norm: 3.2822 2020-08-04 13:12:14,353 - mmaction - INFO - Epoch [156][2420/3757] lr: 3.373e-02, eta: 3 days, 14:54:48, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6602, loss_cls: 2.5818, loss: 2.5818, grad_norm: 3.2777 2020-08-04 13:12:30,136 - mmaction - INFO - Epoch [156][2440/3757] lr: 3.373e-02, eta: 3 days, 14:54:28, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6617, loss_cls: 2.5806, loss: 2.5806, grad_norm: 3.2977 2020-08-04 13:12:45,975 - mmaction - INFO - Epoch [156][2460/3757] lr: 3.373e-02, eta: 3 days, 14:54:09, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6867, loss_cls: 2.4960, loss: 2.4960, grad_norm: 3.3147 2020-08-04 13:13:01,793 - mmaction - INFO - Epoch [156][2480/3757] lr: 3.373e-02, eta: 3 days, 14:53:50, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6742, loss_cls: 2.5084, loss: 2.5084, grad_norm: 3.4146 2020-08-04 13:13:17,599 - mmaction - INFO - Epoch [156][2500/3757] lr: 3.373e-02, eta: 3 days, 14:53:30, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6875, loss_cls: 2.5166, loss: 2.5166, grad_norm: 3.3370 2020-08-04 13:13:33,423 - mmaction - INFO - Epoch [156][2520/3757] lr: 3.373e-02, eta: 3 days, 14:53:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6687, loss_cls: 2.5364, loss: 2.5364, grad_norm: 3.3542 2020-08-04 13:13:49,224 - mmaction - INFO - Epoch [156][2540/3757] lr: 3.373e-02, eta: 3 days, 14:52:51, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6641, loss_cls: 2.6289, loss: 2.6289, grad_norm: 3.3846 2020-08-04 13:14:05,078 - mmaction - INFO - Epoch [156][2560/3757] lr: 3.373e-02, eta: 3 days, 14:52:32, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6898, loss_cls: 2.4929, loss: 2.4929, grad_norm: 3.3091 2020-08-04 13:14:20,874 - mmaction - INFO - Epoch [156][2580/3757] lr: 3.373e-02, eta: 3 days, 14:52:12, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6555, loss_cls: 2.6155, loss: 2.6155, grad_norm: 3.3334 2020-08-04 13:14:36,689 - mmaction - INFO - Epoch [156][2600/3757] lr: 3.373e-02, eta: 3 days, 14:51:53, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6703, loss_cls: 2.5962, loss: 2.5962, grad_norm: 3.3372 2020-08-04 13:14:52,510 - mmaction - INFO - Epoch [156][2620/3757] lr: 3.373e-02, eta: 3 days, 14:51:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6820, loss_cls: 2.5478, loss: 2.5478, grad_norm: 3.3881 2020-08-04 13:15:08,413 - mmaction - INFO - Epoch [156][2640/3757] lr: 3.373e-02, eta: 3 days, 14:51:15, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6781, loss_cls: 2.6254, loss: 2.6254, grad_norm: 3.4101 2020-08-04 13:15:24,228 - mmaction - INFO - Epoch [156][2660/3757] lr: 3.373e-02, eta: 3 days, 14:50:55, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6734, loss_cls: 2.5457, loss: 2.5457, grad_norm: 3.3777 2020-08-04 13:15:40,019 - mmaction - INFO - Epoch [156][2680/3757] lr: 3.373e-02, eta: 3 days, 14:50:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6734, loss_cls: 2.5480, loss: 2.5480, grad_norm: 3.3842 2020-08-04 13:15:55,786 - mmaction - INFO - Epoch [156][2700/3757] lr: 3.373e-02, eta: 3 days, 14:50:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6695, loss_cls: 2.5452, loss: 2.5452, grad_norm: 3.3846 2020-08-04 13:16:11,565 - mmaction - INFO - Epoch [156][2720/3757] lr: 3.373e-02, eta: 3 days, 14:49:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6789, loss_cls: 2.4801, loss: 2.4801, grad_norm: 3.3113 2020-08-04 13:16:27,378 - mmaction - INFO - Epoch [156][2740/3757] lr: 3.373e-02, eta: 3 days, 14:49:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6883, loss_cls: 2.4863, loss: 2.4863, grad_norm: 3.2476 2020-08-04 13:16:43,155 - mmaction - INFO - Epoch [156][2760/3757] lr: 3.373e-02, eta: 3 days, 14:49:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6609, loss_cls: 2.5707, loss: 2.5707, grad_norm: 3.2531 2020-08-04 13:16:58,935 - mmaction - INFO - Epoch [156][2780/3757] lr: 3.373e-02, eta: 3 days, 14:48:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6727, loss_cls: 2.5558, loss: 2.5558, grad_norm: 3.2953 2020-08-04 13:17:14,766 - mmaction - INFO - Epoch [156][2800/3757] lr: 3.373e-02, eta: 3 days, 14:48:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.7031, loss_cls: 2.4475, loss: 2.4475, grad_norm: 3.2450 2020-08-04 13:17:30,576 - mmaction - INFO - Epoch [156][2820/3757] lr: 3.373e-02, eta: 3 days, 14:48:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6734, loss_cls: 2.5755, loss: 2.5755, grad_norm: 3.3468 2020-08-04 13:17:46,361 - mmaction - INFO - Epoch [156][2840/3757] lr: 3.373e-02, eta: 3 days, 14:48:00, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6906, loss_cls: 2.5466, loss: 2.5466, grad_norm: 3.2871 2020-08-04 13:18:02,164 - mmaction - INFO - Epoch [156][2860/3757] lr: 3.373e-02, eta: 3 days, 14:47:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6797, loss_cls: 2.5407, loss: 2.5407, grad_norm: 3.3347 2020-08-04 13:18:17,905 - mmaction - INFO - Epoch [156][2880/3757] lr: 3.373e-02, eta: 3 days, 14:47:21, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6656, loss_cls: 2.6554, loss: 2.6554, grad_norm: 3.3934 2020-08-04 13:18:33,662 - mmaction - INFO - Epoch [156][2900/3757] lr: 3.373e-02, eta: 3 days, 14:47:01, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6609, loss_cls: 2.6259, loss: 2.6259, grad_norm: 3.3580 2020-08-04 13:18:49,421 - mmaction - INFO - Epoch [156][2920/3757] lr: 3.373e-02, eta: 3 days, 14:46:41, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6805, loss_cls: 2.4619, loss: 2.4619, grad_norm: 3.1609 2020-08-04 13:19:05,240 - mmaction - INFO - Epoch [156][2940/3757] lr: 3.373e-02, eta: 3 days, 14:46:22, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6836, loss_cls: 2.5369, loss: 2.5369, grad_norm: 3.3245 2020-08-04 13:19:21,053 - mmaction - INFO - Epoch [156][2960/3757] lr: 3.373e-02, eta: 3 days, 14:46:03, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6805, loss_cls: 2.5545, loss: 2.5545, grad_norm: 3.4094 2020-08-04 13:19:36,801 - mmaction - INFO - Epoch [156][2980/3757] lr: 3.373e-02, eta: 3 days, 14:45:43, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6687, loss_cls: 2.5717, loss: 2.5717, grad_norm: 3.3628 2020-08-04 13:19:52,595 - mmaction - INFO - Epoch [156][3000/3757] lr: 3.373e-02, eta: 3 days, 14:45:23, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6883, loss_cls: 2.4520, loss: 2.4520, grad_norm: 3.2824 2020-08-04 13:20:08,427 - mmaction - INFO - Epoch [156][3020/3757] lr: 3.373e-02, eta: 3 days, 14:45:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6859, loss_cls: 2.5538, loss: 2.5538, grad_norm: 3.3264 2020-08-04 13:20:24,226 - mmaction - INFO - Epoch [156][3040/3757] lr: 3.373e-02, eta: 3 days, 14:44:45, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6867, loss_cls: 2.4888, loss: 2.4888, grad_norm: 3.3539 2020-08-04 13:20:40,153 - mmaction - INFO - Epoch [156][3060/3757] lr: 3.373e-02, eta: 3 days, 14:44:26, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6625, loss_cls: 2.5743, loss: 2.5743, grad_norm: 3.3396 2020-08-04 13:20:55,981 - mmaction - INFO - Epoch [156][3080/3757] lr: 3.373e-02, eta: 3 days, 14:44:06, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6562, loss_cls: 2.6376, loss: 2.6376, grad_norm: 3.4073 2020-08-04 13:21:11,762 - mmaction - INFO - Epoch [156][3100/3757] lr: 3.373e-02, eta: 3 days, 14:43:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6711, loss_cls: 2.6045, loss: 2.6045, grad_norm: 3.3673 2020-08-04 13:21:27,531 - mmaction - INFO - Epoch [156][3120/3757] lr: 3.373e-02, eta: 3 days, 14:43:27, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6445, loss_cls: 2.7172, loss: 2.7172, grad_norm: 3.3522 2020-08-04 13:21:43,399 - mmaction - INFO - Epoch [156][3140/3757] lr: 3.373e-02, eta: 3 days, 14:43:08, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6859, loss_cls: 2.4957, loss: 2.4957, grad_norm: 3.2245 2020-08-04 13:21:59,232 - mmaction - INFO - Epoch [156][3160/3757] lr: 3.373e-02, eta: 3 days, 14:42:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6695, loss_cls: 2.5796, loss: 2.5796, grad_norm: 3.3726 2020-08-04 13:22:15,013 - mmaction - INFO - Epoch [156][3180/3757] lr: 3.373e-02, eta: 3 days, 14:42:29, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6680, loss_cls: 2.5061, loss: 2.5061, grad_norm: 3.3581 2020-08-04 13:22:30,806 - mmaction - INFO - Epoch [156][3200/3757] lr: 3.373e-02, eta: 3 days, 14:42:10, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6789, loss_cls: 2.5825, loss: 2.5825, grad_norm: 3.4165 2020-08-04 13:22:46,552 - mmaction - INFO - Epoch [156][3220/3757] lr: 3.373e-02, eta: 3 days, 14:41:50, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6945, loss_cls: 2.4932, loss: 2.4932, grad_norm: 3.3405 2020-08-04 13:23:02,385 - mmaction - INFO - Epoch [156][3240/3757] lr: 3.373e-02, eta: 3 days, 14:41:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6492, loss_cls: 2.6754, loss: 2.6754, grad_norm: 3.3692 2020-08-04 13:23:18,137 - mmaction - INFO - Epoch [156][3260/3757] lr: 3.373e-02, eta: 3 days, 14:41:11, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6891, loss_cls: 2.5304, loss: 2.5304, grad_norm: 3.3372 2020-08-04 13:23:33,995 - mmaction - INFO - Epoch [156][3280/3757] lr: 3.373e-02, eta: 3 days, 14:40:52, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6781, loss_cls: 2.5781, loss: 2.5781, grad_norm: 3.2850 2020-08-04 13:23:49,852 - mmaction - INFO - Epoch [156][3300/3757] lr: 3.373e-02, eta: 3 days, 14:40:33, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6617, loss_cls: 2.6068, loss: 2.6068, grad_norm: 3.3463 2020-08-04 13:24:05,526 - mmaction - INFO - Epoch [156][3320/3757] lr: 3.373e-02, eta: 3 days, 14:40:13, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6891, loss_cls: 2.4735, loss: 2.4735, grad_norm: 3.3102 2020-08-04 13:24:21,266 - mmaction - INFO - Epoch [156][3340/3757] lr: 3.373e-02, eta: 3 days, 14:39:53, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6695, loss_cls: 2.5971, loss: 2.5971, grad_norm: 3.3371 2020-08-04 13:24:37,061 - mmaction - INFO - Epoch [156][3360/3757] lr: 3.373e-02, eta: 3 days, 14:39:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6820, loss_cls: 2.5220, loss: 2.5220, grad_norm: 3.3466 2020-08-04 13:24:52,870 - mmaction - INFO - Epoch [156][3380/3757] lr: 3.373e-02, eta: 3 days, 14:39:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6758, loss_cls: 2.5278, loss: 2.5278, grad_norm: 3.3200 2020-08-04 13:25:08,667 - mmaction - INFO - Epoch [156][3400/3757] lr: 3.373e-02, eta: 3 days, 14:38:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6719, loss_cls: 2.5647, loss: 2.5647, grad_norm: 3.2858 2020-08-04 13:25:24,465 - mmaction - INFO - Epoch [156][3420/3757] lr: 3.373e-02, eta: 3 days, 14:38:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6789, loss_cls: 2.5309, loss: 2.5309, grad_norm: 3.3645 2020-08-04 13:25:40,258 - mmaction - INFO - Epoch [156][3440/3757] lr: 3.373e-02, eta: 3 days, 14:38:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6586, loss_cls: 2.6011, loss: 2.6011, grad_norm: 3.3511 2020-08-04 13:25:56,150 - mmaction - INFO - Epoch [156][3460/3757] lr: 3.373e-02, eta: 3 days, 14:37:57, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6844, loss_cls: 2.5102, loss: 2.5102, grad_norm: 3.3474 2020-08-04 13:26:12,114 - mmaction - INFO - Epoch [156][3480/3757] lr: 3.373e-02, eta: 3 days, 14:37:38, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6875, loss_cls: 2.5383, loss: 2.5383, grad_norm: 3.3122 2020-08-04 13:26:27,933 - mmaction - INFO - Epoch [156][3500/3757] lr: 3.373e-02, eta: 3 days, 14:37:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6617, loss_cls: 2.5397, loss: 2.5397, grad_norm: 3.3128 2020-08-04 13:26:43,767 - mmaction - INFO - Epoch [156][3520/3757] lr: 3.373e-02, eta: 3 days, 14:36:59, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6633, loss_cls: 2.5874, loss: 2.5874, grad_norm: 3.2916 2020-08-04 13:26:59,597 - mmaction - INFO - Epoch [156][3540/3757] lr: 3.373e-02, eta: 3 days, 14:36:40, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6844, loss_cls: 2.4925, loss: 2.4925, grad_norm: 3.2938 2020-08-04 13:27:15,379 - mmaction - INFO - Epoch [156][3560/3757] lr: 3.373e-02, eta: 3 days, 14:36:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6672, loss_cls: 2.6505, loss: 2.6505, grad_norm: 3.4728 2020-08-04 13:27:31,121 - mmaction - INFO - Epoch [156][3580/3757] lr: 3.373e-02, eta: 3 days, 14:36:01, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6836, loss_cls: 2.5428, loss: 2.5428, grad_norm: 3.3679 2020-08-04 13:27:46,952 - mmaction - INFO - Epoch [156][3600/3757] lr: 3.373e-02, eta: 3 days, 14:35:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6641, loss_cls: 2.6004, loss: 2.6004, grad_norm: 3.4347 2020-08-04 13:28:02,751 - mmaction - INFO - Epoch [156][3620/3757] lr: 3.373e-02, eta: 3 days, 14:35:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6773, loss_cls: 2.5020, loss: 2.5020, grad_norm: 3.2067 2020-08-04 13:28:18,553 - mmaction - INFO - Epoch [156][3640/3757] lr: 3.373e-02, eta: 3 days, 14:35:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6508, loss_cls: 2.6297, loss: 2.6297, grad_norm: 3.3650 2020-08-04 13:28:34,355 - mmaction - INFO - Epoch [156][3660/3757] lr: 3.373e-02, eta: 3 days, 14:34:44, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6570, loss_cls: 2.5908, loss: 2.5908, grad_norm: 3.4269 2020-08-04 13:28:50,131 - mmaction - INFO - Epoch [156][3680/3757] lr: 3.373e-02, eta: 3 days, 14:34:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6789, loss_cls: 2.5363, loss: 2.5363, grad_norm: 3.4380 2020-08-04 13:29:05,940 - mmaction - INFO - Epoch [156][3700/3757] lr: 3.373e-02, eta: 3 days, 14:34:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6734, loss_cls: 2.6273, loss: 2.6273, grad_norm: 3.4783 2020-08-04 13:29:21,726 - mmaction - INFO - Epoch [156][3720/3757] lr: 3.373e-02, eta: 3 days, 14:33:45, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6695, loss_cls: 2.6034, loss: 2.6034, grad_norm: 3.3257 2020-08-04 13:29:37,492 - mmaction - INFO - Epoch [156][3740/3757] lr: 3.373e-02, eta: 3 days, 14:33:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6633, loss_cls: 2.5778, loss: 2.5778, grad_norm: 3.3289 2020-08-04 13:30:09,539 - mmaction - INFO - Saving checkpoint at 156 epochs 2020-08-04 13:34:25,734 - mmaction - INFO - Epoch [157][20/3757] lr: 3.316e-02, eta: 3 days, 14:46:15, time: 12.729, data_time: 11.861, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6813, loss_cls: 2.5456, loss: 2.5456, grad_norm: 3.3661 2020-08-04 13:34:41,502 - mmaction - INFO - Epoch [157][40/3757] lr: 3.316e-02, eta: 3 days, 14:45:55, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.3875, top5_acc: 0.6461, loss_cls: 2.7376, loss: 2.7376, grad_norm: 3.4211 2020-08-04 13:34:57,338 - mmaction - INFO - Epoch [157][60/3757] lr: 3.316e-02, eta: 3 days, 14:45:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6672, loss_cls: 2.5781, loss: 2.5781, grad_norm: 3.3128 2020-08-04 13:35:13,165 - mmaction - INFO - Epoch [157][80/3757] lr: 3.316e-02, eta: 3 days, 14:45:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6773, loss_cls: 2.5382, loss: 2.5382, grad_norm: 3.3202 2020-08-04 13:35:29,077 - mmaction - INFO - Epoch [157][100/3757] lr: 3.316e-02, eta: 3 days, 14:44:57, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6867, loss_cls: 2.4571, loss: 2.4571, grad_norm: 3.3325 2020-08-04 13:35:44,766 - mmaction - INFO - Epoch [157][120/3757] lr: 3.316e-02, eta: 3 days, 14:44:37, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6805, loss_cls: 2.5317, loss: 2.5317, grad_norm: 3.4465 2020-08-04 13:36:00,604 - mmaction - INFO - Epoch [157][140/3757] lr: 3.316e-02, eta: 3 days, 14:44:17, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6703, loss_cls: 2.4730, loss: 2.4730, grad_norm: 3.3928 2020-08-04 13:36:16,397 - mmaction - INFO - Epoch [157][160/3757] lr: 3.316e-02, eta: 3 days, 14:43:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6875, loss_cls: 2.5074, loss: 2.5074, grad_norm: 3.4706 2020-08-04 13:36:32,197 - mmaction - INFO - Epoch [157][180/3757] lr: 3.316e-02, eta: 3 days, 14:43:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6852, loss_cls: 2.4858, loss: 2.4858, grad_norm: 3.3725 2020-08-04 13:36:47,983 - mmaction - INFO - Epoch [157][200/3757] lr: 3.316e-02, eta: 3 days, 14:43:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6977, loss_cls: 2.4509, loss: 2.4509, grad_norm: 3.3975 2020-08-04 13:37:03,823 - mmaction - INFO - Epoch [157][220/3757] lr: 3.316e-02, eta: 3 days, 14:42:59, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6875, loss_cls: 2.4890, loss: 2.4890, grad_norm: 3.3224 2020-08-04 13:37:19,626 - mmaction - INFO - Epoch [157][240/3757] lr: 3.316e-02, eta: 3 days, 14:42:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6820, loss_cls: 2.5352, loss: 2.5352, grad_norm: 3.3135 2020-08-04 13:37:35,373 - mmaction - INFO - Epoch [157][260/3757] lr: 3.316e-02, eta: 3 days, 14:42:20, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6633, loss_cls: 2.6071, loss: 2.6071, grad_norm: 3.3876 2020-08-04 13:37:51,301 - mmaction - INFO - Epoch [157][280/3757] lr: 3.316e-02, eta: 3 days, 14:42:01, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6695, loss_cls: 2.5889, loss: 2.5889, grad_norm: 3.3651 2020-08-04 13:38:07,148 - mmaction - INFO - Epoch [157][300/3757] lr: 3.316e-02, eta: 3 days, 14:41:41, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6859, loss_cls: 2.4815, loss: 2.4815, grad_norm: 3.2742 2020-08-04 13:38:22,992 - mmaction - INFO - Epoch [157][320/3757] lr: 3.316e-02, eta: 3 days, 14:41:22, time: 0.793, data_time: 0.008, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6813, loss_cls: 2.5175, loss: 2.5175, grad_norm: 3.3428 2020-08-04 13:38:38,803 - mmaction - INFO - Epoch [157][340/3757] lr: 3.316e-02, eta: 3 days, 14:41:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6734, loss_cls: 2.5660, loss: 2.5660, grad_norm: 3.4028 2020-08-04 13:38:54,620 - mmaction - INFO - Epoch [157][360/3757] lr: 3.316e-02, eta: 3 days, 14:40:43, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6742, loss_cls: 2.5329, loss: 2.5329, grad_norm: 3.4163 2020-08-04 13:39:10,499 - mmaction - INFO - Epoch [157][380/3757] lr: 3.316e-02, eta: 3 days, 14:40:23, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6711, loss_cls: 2.6067, loss: 2.6067, grad_norm: 3.4631 2020-08-04 13:39:26,353 - mmaction - INFO - Epoch [157][400/3757] lr: 3.316e-02, eta: 3 days, 14:40:04, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6703, loss_cls: 2.5936, loss: 2.5936, grad_norm: 3.4259 2020-08-04 13:39:42,284 - mmaction - INFO - Epoch [157][420/3757] lr: 3.316e-02, eta: 3 days, 14:39:45, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6680, loss_cls: 2.6053, loss: 2.6053, grad_norm: 3.3463 2020-08-04 13:39:58,020 - mmaction - INFO - Epoch [157][440/3757] lr: 3.316e-02, eta: 3 days, 14:39:25, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6664, loss_cls: 2.6025, loss: 2.6025, grad_norm: 3.3496 2020-08-04 13:40:13,828 - mmaction - INFO - Epoch [157][460/3757] lr: 3.316e-02, eta: 3 days, 14:39:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6984, loss_cls: 2.3687, loss: 2.3687, grad_norm: 3.2478 2020-08-04 13:40:29,740 - mmaction - INFO - Epoch [157][480/3757] lr: 3.316e-02, eta: 3 days, 14:38:46, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6836, loss_cls: 2.5441, loss: 2.5441, grad_norm: 3.4994 2020-08-04 13:40:45,557 - mmaction - INFO - Epoch [157][500/3757] lr: 3.316e-02, eta: 3 days, 14:38:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6773, loss_cls: 2.4975, loss: 2.4975, grad_norm: 3.4230 2020-08-04 13:41:01,351 - mmaction - INFO - Epoch [157][520/3757] lr: 3.316e-02, eta: 3 days, 14:38:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6562, loss_cls: 2.6088, loss: 2.6088, grad_norm: 3.4138 2020-08-04 13:41:17,208 - mmaction - INFO - Epoch [157][540/3757] lr: 3.316e-02, eta: 3 days, 14:37:48, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6687, loss_cls: 2.6013, loss: 2.6013, grad_norm: 3.4127 2020-08-04 13:41:33,095 - mmaction - INFO - Epoch [157][560/3757] lr: 3.316e-02, eta: 3 days, 14:37:29, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6758, loss_cls: 2.4893, loss: 2.4893, grad_norm: 3.3911 2020-08-04 13:41:48,986 - mmaction - INFO - Epoch [157][580/3757] lr: 3.316e-02, eta: 3 days, 14:37:10, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6578, loss_cls: 2.6271, loss: 2.6271, grad_norm: 3.3632 2020-08-04 13:42:04,830 - mmaction - INFO - Epoch [157][600/3757] lr: 3.316e-02, eta: 3 days, 14:36:50, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4414, top5_acc: 0.7055, loss_cls: 2.4273, loss: 2.4273, grad_norm: 3.3318 2020-08-04 13:42:20,620 - mmaction - INFO - Epoch [157][620/3757] lr: 3.316e-02, eta: 3 days, 14:36:31, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6883, loss_cls: 2.4572, loss: 2.4572, grad_norm: 3.3936 2020-08-04 13:42:36,473 - mmaction - INFO - Epoch [157][640/3757] lr: 3.316e-02, eta: 3 days, 14:36:11, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6883, loss_cls: 2.4906, loss: 2.4906, grad_norm: 3.2970 2020-08-04 13:42:52,443 - mmaction - INFO - Epoch [157][660/3757] lr: 3.316e-02, eta: 3 days, 14:35:52, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6742, loss_cls: 2.4833, loss: 2.4833, grad_norm: 3.2544 2020-08-04 13:43:08,180 - mmaction - INFO - Epoch [157][680/3757] lr: 3.316e-02, eta: 3 days, 14:35:32, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6789, loss_cls: 2.5130, loss: 2.5130, grad_norm: 3.3717 2020-08-04 13:43:23,951 - mmaction - INFO - Epoch [157][700/3757] lr: 3.316e-02, eta: 3 days, 14:35:13, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6687, loss_cls: 2.6076, loss: 2.6076, grad_norm: 3.4092 2020-08-04 13:43:39,708 - mmaction - INFO - Epoch [157][720/3757] lr: 3.316e-02, eta: 3 days, 14:34:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6758, loss_cls: 2.5786, loss: 2.5786, grad_norm: 3.3560 2020-08-04 13:43:55,514 - mmaction - INFO - Epoch [157][740/3757] lr: 3.316e-02, eta: 3 days, 14:34:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6914, loss_cls: 2.5038, loss: 2.5038, grad_norm: 3.3125 2020-08-04 13:44:11,379 - mmaction - INFO - Epoch [157][760/3757] lr: 3.316e-02, eta: 3 days, 14:34:14, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6937, loss_cls: 2.4674, loss: 2.4674, grad_norm: 3.3055 2020-08-04 13:44:27,177 - mmaction - INFO - Epoch [157][780/3757] lr: 3.316e-02, eta: 3 days, 14:33:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6773, loss_cls: 2.5947, loss: 2.5947, grad_norm: 3.3984 2020-08-04 13:44:43,072 - mmaction - INFO - Epoch [157][800/3757] lr: 3.316e-02, eta: 3 days, 14:33:35, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.3891, top5_acc: 0.6641, loss_cls: 2.6024, loss: 2.6024, grad_norm: 3.4657 2020-08-04 13:44:58,911 - mmaction - INFO - Epoch [157][820/3757] lr: 3.316e-02, eta: 3 days, 14:33:16, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6734, loss_cls: 2.5784, loss: 2.5784, grad_norm: 3.3310 2020-08-04 13:45:14,672 - mmaction - INFO - Epoch [157][840/3757] lr: 3.316e-02, eta: 3 days, 14:32:56, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6836, loss_cls: 2.5257, loss: 2.5257, grad_norm: 3.3935 2020-08-04 13:45:30,567 - mmaction - INFO - Epoch [157][860/3757] lr: 3.316e-02, eta: 3 days, 14:32:37, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6695, loss_cls: 2.5524, loss: 2.5524, grad_norm: 3.2873 2020-08-04 13:45:46,294 - mmaction - INFO - Epoch [157][880/3757] lr: 3.316e-02, eta: 3 days, 14:32:17, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6648, loss_cls: 2.6211, loss: 2.6211, grad_norm: 3.2996 2020-08-04 13:46:02,157 - mmaction - INFO - Epoch [157][900/3757] lr: 3.316e-02, eta: 3 days, 14:31:58, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6695, loss_cls: 2.5658, loss: 2.5658, grad_norm: 3.3341 2020-08-04 13:46:17,978 - mmaction - INFO - Epoch [157][920/3757] lr: 3.316e-02, eta: 3 days, 14:31:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6703, loss_cls: 2.5915, loss: 2.5915, grad_norm: 3.2964 2020-08-04 13:46:33,789 - mmaction - INFO - Epoch [157][940/3757] lr: 3.316e-02, eta: 3 days, 14:31:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6852, loss_cls: 2.5504, loss: 2.5504, grad_norm: 3.3794 2020-08-04 13:46:49,669 - mmaction - INFO - Epoch [157][960/3757] lr: 3.316e-02, eta: 3 days, 14:31:00, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6875, loss_cls: 2.4340, loss: 2.4340, grad_norm: 3.2505 2020-08-04 13:47:05,540 - mmaction - INFO - Epoch [157][980/3757] lr: 3.316e-02, eta: 3 days, 14:30:41, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6961, loss_cls: 2.4802, loss: 2.4802, grad_norm: 3.3431 2020-08-04 13:47:21,351 - mmaction - INFO - Epoch [157][1000/3757] lr: 3.316e-02, eta: 3 days, 14:30:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6977, loss_cls: 2.4469, loss: 2.4469, grad_norm: 3.3279 2020-08-04 13:47:37,119 - mmaction - INFO - Epoch [157][1020/3757] lr: 3.316e-02, eta: 3 days, 14:30:02, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6797, loss_cls: 2.5564, loss: 2.5564, grad_norm: 3.4231 2020-08-04 13:47:53,034 - mmaction - INFO - Epoch [157][1040/3757] lr: 3.316e-02, eta: 3 days, 14:29:42, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6680, loss_cls: 2.5620, loss: 2.5620, grad_norm: 3.3335 2020-08-04 13:48:08,804 - mmaction - INFO - Epoch [157][1060/3757] lr: 3.316e-02, eta: 3 days, 14:29:23, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6625, loss_cls: 2.6036, loss: 2.6036, grad_norm: 3.4786 2020-08-04 13:48:24,582 - mmaction - INFO - Epoch [157][1080/3757] lr: 3.316e-02, eta: 3 days, 14:29:03, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6680, loss_cls: 2.5377, loss: 2.5377, grad_norm: 3.4203 2020-08-04 13:48:40,449 - mmaction - INFO - Epoch [157][1100/3757] lr: 3.316e-02, eta: 3 days, 14:28:44, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6836, loss_cls: 2.4466, loss: 2.4466, grad_norm: 3.3254 2020-08-04 13:48:56,183 - mmaction - INFO - Epoch [157][1120/3757] lr: 3.316e-02, eta: 3 days, 14:28:24, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6469, loss_cls: 2.6653, loss: 2.6653, grad_norm: 3.4292 2020-08-04 13:49:12,051 - mmaction - INFO - Epoch [157][1140/3757] lr: 3.316e-02, eta: 3 days, 14:28:05, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6773, loss_cls: 2.5622, loss: 2.5622, grad_norm: 3.2739 2020-08-04 13:49:27,809 - mmaction - INFO - Epoch [157][1160/3757] lr: 3.316e-02, eta: 3 days, 14:27:45, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6531, loss_cls: 2.5847, loss: 2.5847, grad_norm: 3.2137 2020-08-04 13:49:43,595 - mmaction - INFO - Epoch [157][1180/3757] lr: 3.316e-02, eta: 3 days, 14:27:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6742, loss_cls: 2.5288, loss: 2.5288, grad_norm: 3.2832 2020-08-04 13:49:59,413 - mmaction - INFO - Epoch [157][1200/3757] lr: 3.316e-02, eta: 3 days, 14:27:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6641, loss_cls: 2.6030, loss: 2.6030, grad_norm: 3.3187 2020-08-04 13:50:15,235 - mmaction - INFO - Epoch [157][1220/3757] lr: 3.316e-02, eta: 3 days, 14:26:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6852, loss_cls: 2.4823, loss: 2.4823, grad_norm: 3.2471 2020-08-04 13:50:31,023 - mmaction - INFO - Epoch [157][1240/3757] lr: 3.316e-02, eta: 3 days, 14:26:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6805, loss_cls: 2.4864, loss: 2.4864, grad_norm: 3.2440 2020-08-04 13:50:46,759 - mmaction - INFO - Epoch [157][1260/3757] lr: 3.316e-02, eta: 3 days, 14:26:08, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6570, loss_cls: 2.6204, loss: 2.6204, grad_norm: 3.3646 2020-08-04 13:51:02,546 - mmaction - INFO - Epoch [157][1280/3757] lr: 3.316e-02, eta: 3 days, 14:25:48, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6672, loss_cls: 2.5810, loss: 2.5810, grad_norm: 3.2815 2020-08-04 13:51:18,392 - mmaction - INFO - Epoch [157][1300/3757] lr: 3.316e-02, eta: 3 days, 14:25:28, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6906, loss_cls: 2.4574, loss: 2.4574, grad_norm: 3.3475 2020-08-04 13:51:34,212 - mmaction - INFO - Epoch [157][1320/3757] lr: 3.316e-02, eta: 3 days, 14:25:09, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6695, loss_cls: 2.5300, loss: 2.5300, grad_norm: 3.3732 2020-08-04 13:51:50,090 - mmaction - INFO - Epoch [157][1340/3757] lr: 3.316e-02, eta: 3 days, 14:24:50, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6602, loss_cls: 2.6061, loss: 2.6061, grad_norm: 3.3522 2020-08-04 13:52:05,843 - mmaction - INFO - Epoch [157][1360/3757] lr: 3.316e-02, eta: 3 days, 14:24:30, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6680, loss_cls: 2.5931, loss: 2.5931, grad_norm: 3.2631 2020-08-04 13:52:21,724 - mmaction - INFO - Epoch [157][1380/3757] lr: 3.316e-02, eta: 3 days, 14:24:11, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6844, loss_cls: 2.5354, loss: 2.5354, grad_norm: 3.2519 2020-08-04 13:52:37,515 - mmaction - INFO - Epoch [157][1400/3757] lr: 3.316e-02, eta: 3 days, 14:23:51, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6836, loss_cls: 2.5324, loss: 2.5324, grad_norm: 3.3330 2020-08-04 13:52:53,371 - mmaction - INFO - Epoch [157][1420/3757] lr: 3.316e-02, eta: 3 days, 14:23:32, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6867, loss_cls: 2.4529, loss: 2.4529, grad_norm: 3.1524 2020-08-04 13:53:09,145 - mmaction - INFO - Epoch [157][1440/3757] lr: 3.316e-02, eta: 3 days, 14:23:13, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6641, loss_cls: 2.5830, loss: 2.5830, grad_norm: 3.2503 2020-08-04 13:53:25,015 - mmaction - INFO - Epoch [157][1460/3757] lr: 3.316e-02, eta: 3 days, 14:22:53, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7000, loss_cls: 2.4332, loss: 2.4332, grad_norm: 3.3194 2020-08-04 13:53:40,778 - mmaction - INFO - Epoch [157][1480/3757] lr: 3.316e-02, eta: 3 days, 14:22:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7055, loss_cls: 2.4101, loss: 2.4101, grad_norm: 3.4657 2020-08-04 13:53:56,652 - mmaction - INFO - Epoch [157][1500/3757] lr: 3.316e-02, eta: 3 days, 14:22:15, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.7023, loss_cls: 2.4596, loss: 2.4596, grad_norm: 3.3123 2020-08-04 13:54:12,489 - mmaction - INFO - Epoch [157][1520/3757] lr: 3.316e-02, eta: 3 days, 14:21:55, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6508, loss_cls: 2.6333, loss: 2.6333, grad_norm: 3.3452 2020-08-04 13:54:28,342 - mmaction - INFO - Epoch [157][1540/3757] lr: 3.316e-02, eta: 3 days, 14:21:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7195, loss_cls: 2.3454, loss: 2.3454, grad_norm: 3.2493 2020-08-04 13:54:44,173 - mmaction - INFO - Epoch [157][1560/3757] lr: 3.316e-02, eta: 3 days, 14:21:16, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6492, loss_cls: 2.6723, loss: 2.6723, grad_norm: 3.4808 2020-08-04 13:54:59,882 - mmaction - INFO - Epoch [157][1580/3757] lr: 3.316e-02, eta: 3 days, 14:20:57, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6789, loss_cls: 2.5755, loss: 2.5755, grad_norm: 3.4013 2020-08-04 13:55:15,612 - mmaction - INFO - Epoch [157][1600/3757] lr: 3.316e-02, eta: 3 days, 14:20:37, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6492, loss_cls: 2.6370, loss: 2.6370, grad_norm: 3.3635 2020-08-04 13:55:31,515 - mmaction - INFO - Epoch [157][1620/3757] lr: 3.316e-02, eta: 3 days, 14:20:18, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6805, loss_cls: 2.5301, loss: 2.5301, grad_norm: 3.3656 2020-08-04 13:55:47,369 - mmaction - INFO - Epoch [157][1640/3757] lr: 3.316e-02, eta: 3 days, 14:19:59, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6852, loss_cls: 2.5298, loss: 2.5298, grad_norm: 3.3908 2020-08-04 13:56:03,254 - mmaction - INFO - Epoch [157][1660/3757] lr: 3.316e-02, eta: 3 days, 14:19:39, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6664, loss_cls: 2.5965, loss: 2.5965, grad_norm: 3.3344 2020-08-04 13:56:19,149 - mmaction - INFO - Epoch [157][1680/3757] lr: 3.316e-02, eta: 3 days, 14:19:20, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6750, loss_cls: 2.5693, loss: 2.5693, grad_norm: 3.3687 2020-08-04 13:56:34,954 - mmaction - INFO - Epoch [157][1700/3757] lr: 3.316e-02, eta: 3 days, 14:19:01, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6719, loss_cls: 2.5409, loss: 2.5409, grad_norm: 3.3576 2020-08-04 13:56:50,691 - mmaction - INFO - Epoch [157][1720/3757] lr: 3.316e-02, eta: 3 days, 14:18:41, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6625, loss_cls: 2.6101, loss: 2.6101, grad_norm: 3.3796 2020-08-04 13:57:06,517 - mmaction - INFO - Epoch [157][1740/3757] lr: 3.316e-02, eta: 3 days, 14:18:22, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6781, loss_cls: 2.5552, loss: 2.5552, grad_norm: 3.3301 2020-08-04 13:57:22,378 - mmaction - INFO - Epoch [157][1760/3757] lr: 3.316e-02, eta: 3 days, 14:18:02, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6430, loss_cls: 2.6627, loss: 2.6627, grad_norm: 3.3301 2020-08-04 13:57:38,201 - mmaction - INFO - Epoch [157][1780/3757] lr: 3.316e-02, eta: 3 days, 14:17:43, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6883, loss_cls: 2.5165, loss: 2.5165, grad_norm: 3.3693 2020-08-04 13:57:54,024 - mmaction - INFO - Epoch [157][1800/3757] lr: 3.316e-02, eta: 3 days, 14:17:24, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6687, loss_cls: 2.5920, loss: 2.5920, grad_norm: 3.3955 2020-08-04 13:58:09,778 - mmaction - INFO - Epoch [157][1820/3757] lr: 3.316e-02, eta: 3 days, 14:17:04, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6805, loss_cls: 2.5286, loss: 2.5286, grad_norm: 3.3866 2020-08-04 13:58:25,568 - mmaction - INFO - Epoch [157][1840/3757] lr: 3.316e-02, eta: 3 days, 14:16:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6687, loss_cls: 2.5524, loss: 2.5524, grad_norm: 3.3582 2020-08-04 13:58:41,371 - mmaction - INFO - Epoch [157][1860/3757] lr: 3.316e-02, eta: 3 days, 14:16:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6719, loss_cls: 2.5524, loss: 2.5524, grad_norm: 3.3290 2020-08-04 13:58:58,069 - mmaction - INFO - Epoch [157][1880/3757] lr: 3.316e-02, eta: 3 days, 14:16:09, time: 0.832, data_time: 0.046, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6852, loss_cls: 2.5170, loss: 2.5170, grad_norm: 3.3019 2020-08-04 13:59:13,833 - mmaction - INFO - Epoch [157][1900/3757] lr: 3.316e-02, eta: 3 days, 14:15:49, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6836, loss_cls: 2.5277, loss: 2.5277, grad_norm: 3.3500 2020-08-04 13:59:29,609 - mmaction - INFO - Epoch [157][1920/3757] lr: 3.316e-02, eta: 3 days, 14:15:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6805, loss_cls: 2.5034, loss: 2.5034, grad_norm: 3.4187 2020-08-04 13:59:46,238 - mmaction - INFO - Epoch [157][1940/3757] lr: 3.316e-02, eta: 3 days, 14:15:13, time: 0.829, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6547, loss_cls: 2.5938, loss: 2.5938, grad_norm: 3.3811 2020-08-04 14:00:02,077 - mmaction - INFO - Epoch [157][1960/3757] lr: 3.316e-02, eta: 3 days, 14:14:54, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6844, loss_cls: 2.4861, loss: 2.4861, grad_norm: 3.2553 2020-08-04 14:00:26,306 - mmaction - INFO - Epoch [157][1980/3757] lr: 3.316e-02, eta: 3 days, 14:15:03, time: 1.209, data_time: 0.001, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6562, loss_cls: 2.6403, loss: 2.6403, grad_norm: 3.2890 2020-08-04 14:00:42,290 - mmaction - INFO - Epoch [157][2000/3757] lr: 3.316e-02, eta: 3 days, 14:14:45, time: 0.802, data_time: 0.013, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6750, loss_cls: 2.5312, loss: 2.5312, grad_norm: 3.3399 2020-08-04 14:00:58,172 - mmaction - INFO - Epoch [157][2020/3757] lr: 3.316e-02, eta: 3 days, 14:14:26, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6805, loss_cls: 2.4817, loss: 2.4817, grad_norm: 3.3354 2020-08-04 14:01:14,007 - mmaction - INFO - Epoch [157][2040/3757] lr: 3.316e-02, eta: 3 days, 14:14:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6805, loss_cls: 2.4993, loss: 2.4993, grad_norm: 3.3600 2020-08-04 14:01:29,836 - mmaction - INFO - Epoch [157][2060/3757] lr: 3.316e-02, eta: 3 days, 14:13:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6687, loss_cls: 2.5502, loss: 2.5502, grad_norm: 3.2283 2020-08-04 14:01:46,688 - mmaction - INFO - Epoch [157][2080/3757] lr: 3.316e-02, eta: 3 days, 14:13:31, time: 0.842, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6430, loss_cls: 2.6271, loss: 2.6271, grad_norm: 3.2358 2020-08-04 14:02:02,506 - mmaction - INFO - Epoch [157][2100/3757] lr: 3.316e-02, eta: 3 days, 14:13:12, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6852, loss_cls: 2.5022, loss: 2.5022, grad_norm: 3.2446 2020-08-04 14:02:18,412 - mmaction - INFO - Epoch [157][2120/3757] lr: 3.316e-02, eta: 3 days, 14:12:53, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6758, loss_cls: 2.5795, loss: 2.5795, grad_norm: 3.3824 2020-08-04 14:02:34,312 - mmaction - INFO - Epoch [157][2140/3757] lr: 3.316e-02, eta: 3 days, 14:12:34, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6570, loss_cls: 2.6002, loss: 2.6002, grad_norm: 3.4050 2020-08-04 14:02:50,116 - mmaction - INFO - Epoch [157][2160/3757] lr: 3.316e-02, eta: 3 days, 14:12:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6898, loss_cls: 2.4566, loss: 2.4566, grad_norm: 3.2810 2020-08-04 14:03:05,919 - mmaction - INFO - Epoch [157][2180/3757] lr: 3.316e-02, eta: 3 days, 14:11:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6781, loss_cls: 2.5001, loss: 2.5001, grad_norm: 3.4099 2020-08-04 14:03:21,748 - mmaction - INFO - Epoch [157][2200/3757] lr: 3.316e-02, eta: 3 days, 14:11:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6906, loss_cls: 2.4982, loss: 2.4982, grad_norm: 3.3857 2020-08-04 14:03:37,528 - mmaction - INFO - Epoch [157][2220/3757] lr: 3.316e-02, eta: 3 days, 14:11:16, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6875, loss_cls: 2.5155, loss: 2.5155, grad_norm: 3.5060 2020-08-04 14:03:53,408 - mmaction - INFO - Epoch [157][2240/3757] lr: 3.316e-02, eta: 3 days, 14:10:57, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6672, loss_cls: 2.6119, loss: 2.6119, grad_norm: 3.4165 2020-08-04 14:04:09,171 - mmaction - INFO - Epoch [157][2260/3757] lr: 3.316e-02, eta: 3 days, 14:10:37, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.5570, loss: 2.5570, grad_norm: 3.4704 2020-08-04 14:04:25,004 - mmaction - INFO - Epoch [157][2280/3757] lr: 3.316e-02, eta: 3 days, 14:10:18, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6586, loss_cls: 2.5842, loss: 2.5842, grad_norm: 3.4518 2020-08-04 14:04:40,766 - mmaction - INFO - Epoch [157][2300/3757] lr: 3.316e-02, eta: 3 days, 14:09:58, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6773, loss_cls: 2.5305, loss: 2.5305, grad_norm: 3.3697 2020-08-04 14:04:56,565 - mmaction - INFO - Epoch [157][2320/3757] lr: 3.316e-02, eta: 3 days, 14:09:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6977, loss_cls: 2.4247, loss: 2.4247, grad_norm: 3.4232 2020-08-04 14:05:12,445 - mmaction - INFO - Epoch [157][2340/3757] lr: 3.316e-02, eta: 3 days, 14:09:19, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6805, loss_cls: 2.5581, loss: 2.5581, grad_norm: 3.3994 2020-08-04 14:05:28,300 - mmaction - INFO - Epoch [157][2360/3757] lr: 3.316e-02, eta: 3 days, 14:09:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6695, loss_cls: 2.6099, loss: 2.6099, grad_norm: 3.4558 2020-08-04 14:05:44,088 - mmaction - INFO - Epoch [157][2380/3757] lr: 3.316e-02, eta: 3 days, 14:08:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6492, loss_cls: 2.6695, loss: 2.6695, grad_norm: 3.3061 2020-08-04 14:05:59,929 - mmaction - INFO - Epoch [157][2400/3757] lr: 3.316e-02, eta: 3 days, 14:08:21, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6641, loss_cls: 2.5563, loss: 2.5563, grad_norm: 3.3425 2020-08-04 14:06:15,783 - mmaction - INFO - Epoch [157][2420/3757] lr: 3.316e-02, eta: 3 days, 14:08:02, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6672, loss_cls: 2.5949, loss: 2.5949, grad_norm: 3.3795 2020-08-04 14:06:31,579 - mmaction - INFO - Epoch [157][2440/3757] lr: 3.316e-02, eta: 3 days, 14:07:43, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6578, loss_cls: 2.6430, loss: 2.6430, grad_norm: 3.3179 2020-08-04 14:06:47,375 - mmaction - INFO - Epoch [157][2460/3757] lr: 3.316e-02, eta: 3 days, 14:07:23, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6711, loss_cls: 2.6195, loss: 2.6195, grad_norm: 3.3221 2020-08-04 14:07:03,196 - mmaction - INFO - Epoch [157][2480/3757] lr: 3.316e-02, eta: 3 days, 14:07:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6758, loss_cls: 2.6104, loss: 2.6104, grad_norm: 3.3775 2020-08-04 14:07:18,969 - mmaction - INFO - Epoch [157][2500/3757] lr: 3.316e-02, eta: 3 days, 14:06:44, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6734, loss_cls: 2.5985, loss: 2.5985, grad_norm: 3.3083 2020-08-04 14:07:34,726 - mmaction - INFO - Epoch [157][2520/3757] lr: 3.316e-02, eta: 3 days, 14:06:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7133, loss_cls: 2.3913, loss: 2.3913, grad_norm: 3.2542 2020-08-04 14:07:50,521 - mmaction - INFO - Epoch [157][2540/3757] lr: 3.316e-02, eta: 3 days, 14:06:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6734, loss_cls: 2.5221, loss: 2.5221, grad_norm: 3.2798 2020-08-04 14:08:06,275 - mmaction - INFO - Epoch [157][2560/3757] lr: 3.316e-02, eta: 3 days, 14:05:46, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6687, loss_cls: 2.5510, loss: 2.5510, grad_norm: 3.2675 2020-08-04 14:08:22,050 - mmaction - INFO - Epoch [157][2580/3757] lr: 3.316e-02, eta: 3 days, 14:05:26, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6641, loss_cls: 2.5672, loss: 2.5672, grad_norm: 3.2650 2020-08-04 14:08:37,953 - mmaction - INFO - Epoch [157][2600/3757] lr: 3.316e-02, eta: 3 days, 14:05:07, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6844, loss_cls: 2.5637, loss: 2.5637, grad_norm: 3.3435 2020-08-04 14:08:53,671 - mmaction - INFO - Epoch [157][2620/3757] lr: 3.316e-02, eta: 3 days, 14:04:48, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6820, loss_cls: 2.5150, loss: 2.5150, grad_norm: 3.4006 2020-08-04 14:09:09,545 - mmaction - INFO - Epoch [157][2640/3757] lr: 3.316e-02, eta: 3 days, 14:04:28, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6727, loss_cls: 2.5409, loss: 2.5409, grad_norm: 3.3793 2020-08-04 14:09:25,220 - mmaction - INFO - Epoch [157][2660/3757] lr: 3.316e-02, eta: 3 days, 14:04:08, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6555, loss_cls: 2.6150, loss: 2.6150, grad_norm: 3.4582 2020-08-04 14:09:41,025 - mmaction - INFO - Epoch [157][2680/3757] lr: 3.316e-02, eta: 3 days, 14:03:49, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6703, loss_cls: 2.5173, loss: 2.5173, grad_norm: 3.2130 2020-08-04 14:09:56,783 - mmaction - INFO - Epoch [157][2700/3757] lr: 3.316e-02, eta: 3 days, 14:03:30, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6820, loss_cls: 2.5653, loss: 2.5653, grad_norm: 3.3528 2020-08-04 14:10:12,566 - mmaction - INFO - Epoch [157][2720/3757] lr: 3.316e-02, eta: 3 days, 14:03:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6687, loss_cls: 2.5632, loss: 2.5632, grad_norm: 3.3973 2020-08-04 14:10:28,334 - mmaction - INFO - Epoch [157][2740/3757] lr: 3.316e-02, eta: 3 days, 14:02:51, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6758, loss_cls: 2.5678, loss: 2.5678, grad_norm: 3.3649 2020-08-04 14:10:44,140 - mmaction - INFO - Epoch [157][2760/3757] lr: 3.316e-02, eta: 3 days, 14:02:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6680, loss_cls: 2.5822, loss: 2.5822, grad_norm: 3.4038 2020-08-04 14:11:00,022 - mmaction - INFO - Epoch [157][2780/3757] lr: 3.316e-02, eta: 3 days, 14:02:12, time: 0.795, data_time: 0.012, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6758, loss_cls: 2.5458, loss: 2.5458, grad_norm: 3.4195 2020-08-04 14:11:15,872 - mmaction - INFO - Epoch [157][2800/3757] lr: 3.316e-02, eta: 3 days, 14:01:53, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6703, loss_cls: 2.5729, loss: 2.5729, grad_norm: 3.4451 2020-08-04 14:11:31,692 - mmaction - INFO - Epoch [157][2820/3757] lr: 3.316e-02, eta: 3 days, 14:01:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6672, loss_cls: 2.5601, loss: 2.5601, grad_norm: 3.2042 2020-08-04 14:11:47,547 - mmaction - INFO - Epoch [157][2840/3757] lr: 3.316e-02, eta: 3 days, 14:01:14, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6734, loss_cls: 2.5179, loss: 2.5179, grad_norm: 3.4205 2020-08-04 14:12:03,360 - mmaction - INFO - Epoch [157][2860/3757] lr: 3.316e-02, eta: 3 days, 14:00:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6766, loss_cls: 2.5790, loss: 2.5790, grad_norm: 3.4690 2020-08-04 14:12:19,191 - mmaction - INFO - Epoch [157][2880/3757] lr: 3.316e-02, eta: 3 days, 14:00:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6586, loss_cls: 2.5914, loss: 2.5914, grad_norm: 3.3961 2020-08-04 14:12:35,039 - mmaction - INFO - Epoch [157][2900/3757] lr: 3.316e-02, eta: 3 days, 14:00:16, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6664, loss_cls: 2.6104, loss: 2.6104, grad_norm: 3.4707 2020-08-04 14:12:50,873 - mmaction - INFO - Epoch [157][2920/3757] lr: 3.316e-02, eta: 3 days, 13:59:57, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6891, loss_cls: 2.4729, loss: 2.4729, grad_norm: 3.3008 2020-08-04 14:13:06,662 - mmaction - INFO - Epoch [157][2940/3757] lr: 3.316e-02, eta: 3 days, 13:59:37, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6656, loss_cls: 2.5374, loss: 2.5374, grad_norm: 3.2721 2020-08-04 14:13:22,426 - mmaction - INFO - Epoch [157][2960/3757] lr: 3.316e-02, eta: 3 days, 13:59:18, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6680, loss_cls: 2.5707, loss: 2.5707, grad_norm: 3.2935 2020-08-04 14:13:38,287 - mmaction - INFO - Epoch [157][2980/3757] lr: 3.316e-02, eta: 3 days, 13:58:59, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6797, loss_cls: 2.5733, loss: 2.5733, grad_norm: 3.3488 2020-08-04 14:13:54,139 - mmaction - INFO - Epoch [157][3000/3757] lr: 3.316e-02, eta: 3 days, 13:58:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6656, loss_cls: 2.6558, loss: 2.6558, grad_norm: 3.4665 2020-08-04 14:14:09,940 - mmaction - INFO - Epoch [157][3020/3757] lr: 3.316e-02, eta: 3 days, 13:58:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.7008, loss_cls: 2.4640, loss: 2.4640, grad_norm: 3.4140 2020-08-04 14:14:25,774 - mmaction - INFO - Epoch [157][3040/3757] lr: 3.316e-02, eta: 3 days, 13:58:01, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6750, loss_cls: 2.5795, loss: 2.5795, grad_norm: 3.3803 2020-08-04 14:14:41,578 - mmaction - INFO - Epoch [157][3060/3757] lr: 3.316e-02, eta: 3 days, 13:57:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6805, loss_cls: 2.5278, loss: 2.5278, grad_norm: 3.3333 2020-08-04 14:14:57,376 - mmaction - INFO - Epoch [157][3080/3757] lr: 3.316e-02, eta: 3 days, 13:57:22, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6648, loss_cls: 2.5618, loss: 2.5618, grad_norm: 3.3862 2020-08-04 14:15:13,202 - mmaction - INFO - Epoch [157][3100/3757] lr: 3.316e-02, eta: 3 days, 13:57:03, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6781, loss_cls: 2.5085, loss: 2.5085, grad_norm: 3.3508 2020-08-04 14:15:28,977 - mmaction - INFO - Epoch [157][3120/3757] lr: 3.316e-02, eta: 3 days, 13:56:43, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6562, loss_cls: 2.6364, loss: 2.6364, grad_norm: 3.4264 2020-08-04 14:15:44,784 - mmaction - INFO - Epoch [157][3140/3757] lr: 3.316e-02, eta: 3 days, 13:56:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.7000, loss_cls: 2.4405, loss: 2.4405, grad_norm: 3.3028 2020-08-04 14:16:00,525 - mmaction - INFO - Epoch [157][3160/3757] lr: 3.316e-02, eta: 3 days, 13:56:04, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6875, loss_cls: 2.5381, loss: 2.5381, grad_norm: 3.3565 2020-08-04 14:16:16,371 - mmaction - INFO - Epoch [157][3180/3757] lr: 3.316e-02, eta: 3 days, 13:55:45, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6969, loss_cls: 2.4210, loss: 2.4210, grad_norm: 3.3296 2020-08-04 14:16:32,189 - mmaction - INFO - Epoch [157][3200/3757] lr: 3.316e-02, eta: 3 days, 13:55:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6727, loss_cls: 2.5866, loss: 2.5866, grad_norm: 3.2563 2020-08-04 14:16:47,964 - mmaction - INFO - Epoch [157][3220/3757] lr: 3.316e-02, eta: 3 days, 13:55:06, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6711, loss_cls: 2.5776, loss: 2.5776, grad_norm: 3.3177 2020-08-04 14:17:03,806 - mmaction - INFO - Epoch [157][3240/3757] lr: 3.316e-02, eta: 3 days, 13:54:47, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6719, loss_cls: 2.6314, loss: 2.6314, grad_norm: 3.5116 2020-08-04 14:17:19,570 - mmaction - INFO - Epoch [157][3260/3757] lr: 3.316e-02, eta: 3 days, 13:54:28, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6773, loss_cls: 2.5426, loss: 2.5426, grad_norm: 3.4114 2020-08-04 14:17:35,355 - mmaction - INFO - Epoch [157][3280/3757] lr: 3.316e-02, eta: 3 days, 13:54:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6656, loss_cls: 2.5895, loss: 2.5895, grad_norm: 3.5325 2020-08-04 14:17:51,196 - mmaction - INFO - Epoch [157][3300/3757] lr: 3.316e-02, eta: 3 days, 13:53:49, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6656, loss_cls: 2.5996, loss: 2.5996, grad_norm: 3.3736 2020-08-04 14:18:06,955 - mmaction - INFO - Epoch [157][3320/3757] lr: 3.316e-02, eta: 3 days, 13:53:29, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6852, loss_cls: 2.5296, loss: 2.5296, grad_norm: 3.3482 2020-08-04 14:18:22,708 - mmaction - INFO - Epoch [157][3340/3757] lr: 3.316e-02, eta: 3 days, 13:53:10, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6898, loss_cls: 2.5341, loss: 2.5341, grad_norm: 3.4507 2020-08-04 14:18:38,576 - mmaction - INFO - Epoch [157][3360/3757] lr: 3.316e-02, eta: 3 days, 13:52:51, time: 0.793, data_time: 0.008, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6906, loss_cls: 2.4521, loss: 2.4521, grad_norm: 3.3910 2020-08-04 14:18:54,401 - mmaction - INFO - Epoch [157][3380/3757] lr: 3.316e-02, eta: 3 days, 13:52:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6664, loss_cls: 2.6164, loss: 2.6164, grad_norm: 3.4036 2020-08-04 14:19:10,204 - mmaction - INFO - Epoch [157][3400/3757] lr: 3.316e-02, eta: 3 days, 13:52:12, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6758, loss_cls: 2.5511, loss: 2.5511, grad_norm: 3.3544 2020-08-04 14:19:26,030 - mmaction - INFO - Epoch [157][3420/3757] lr: 3.316e-02, eta: 3 days, 13:51:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6836, loss_cls: 2.4947, loss: 2.4947, grad_norm: 3.3633 2020-08-04 14:19:41,893 - mmaction - INFO - Epoch [157][3440/3757] lr: 3.316e-02, eta: 3 days, 13:51:34, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6281, loss_cls: 2.7244, loss: 2.7244, grad_norm: 3.3734 2020-08-04 14:19:57,706 - mmaction - INFO - Epoch [157][3460/3757] lr: 3.316e-02, eta: 3 days, 13:51:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6687, loss_cls: 2.5771, loss: 2.5771, grad_norm: 3.3756 2020-08-04 14:20:13,528 - mmaction - INFO - Epoch [157][3480/3757] lr: 3.316e-02, eta: 3 days, 13:50:55, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6734, loss_cls: 2.5667, loss: 2.5667, grad_norm: 3.3326 2020-08-04 14:20:29,321 - mmaction - INFO - Epoch [157][3500/3757] lr: 3.316e-02, eta: 3 days, 13:50:36, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6820, loss_cls: 2.4732, loss: 2.4732, grad_norm: 3.3838 2020-08-04 14:20:45,066 - mmaction - INFO - Epoch [157][3520/3757] lr: 3.316e-02, eta: 3 days, 13:50:16, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6492, loss_cls: 2.6451, loss: 2.6451, grad_norm: 3.2538 2020-08-04 14:21:00,897 - mmaction - INFO - Epoch [157][3540/3757] lr: 3.316e-02, eta: 3 days, 13:49:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6594, loss_cls: 2.6359, loss: 2.6359, grad_norm: 3.2912 2020-08-04 14:21:16,701 - mmaction - INFO - Epoch [157][3560/3757] lr: 3.316e-02, eta: 3 days, 13:49:37, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6695, loss_cls: 2.6268, loss: 2.6268, grad_norm: 3.3879 2020-08-04 14:21:32,520 - mmaction - INFO - Epoch [157][3580/3757] lr: 3.316e-02, eta: 3 days, 13:49:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6906, loss_cls: 2.4975, loss: 2.4975, grad_norm: 3.3211 2020-08-04 14:21:48,310 - mmaction - INFO - Epoch [157][3600/3757] lr: 3.316e-02, eta: 3 days, 13:48:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6320, loss_cls: 2.7174, loss: 2.7174, grad_norm: 3.3104 2020-08-04 14:22:04,051 - mmaction - INFO - Epoch [157][3620/3757] lr: 3.316e-02, eta: 3 days, 13:48:39, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6609, loss_cls: 2.6235, loss: 2.6235, grad_norm: 3.3219 2020-08-04 14:22:19,873 - mmaction - INFO - Epoch [157][3640/3757] lr: 3.316e-02, eta: 3 days, 13:48:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6953, loss_cls: 2.4492, loss: 2.4492, grad_norm: 3.3419 2020-08-04 14:22:35,669 - mmaction - INFO - Epoch [157][3660/3757] lr: 3.316e-02, eta: 3 days, 13:48:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6805, loss_cls: 2.5035, loss: 2.5035, grad_norm: 3.3379 2020-08-04 14:22:51,505 - mmaction - INFO - Epoch [157][3680/3757] lr: 3.316e-02, eta: 3 days, 13:47:41, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6883, loss_cls: 2.4976, loss: 2.4976, grad_norm: 3.2736 2020-08-04 14:23:07,243 - mmaction - INFO - Epoch [157][3700/3757] lr: 3.316e-02, eta: 3 days, 13:47:22, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6672, loss_cls: 2.5998, loss: 2.5998, grad_norm: 3.2889 2020-08-04 14:23:23,210 - mmaction - INFO - Epoch [157][3720/3757] lr: 3.316e-02, eta: 3 days, 13:47:03, time: 0.796, data_time: 0.000, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6937, loss_cls: 2.4435, loss: 2.4435, grad_norm: 3.2141 2020-08-04 14:23:39,120 - mmaction - INFO - Epoch [157][3740/3757] lr: 3.316e-02, eta: 3 days, 13:46:44, time: 0.797, data_time: 0.006, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6750, loss_cls: 2.5556, loss: 2.5556, grad_norm: 3.4001 2020-08-04 14:28:21,645 - mmaction - INFO - Epoch [158][20/3757] lr: 3.258e-02, eta: 3 days, 13:58:21, time: 12.190, data_time: 11.365, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6797, loss_cls: 2.5449, loss: 2.5449, grad_norm: 3.4860 2020-08-04 14:28:37,589 - mmaction - INFO - Epoch [158][40/3757] lr: 3.258e-02, eta: 3 days, 13:58:02, time: 0.797, data_time: 0.006, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6844, loss_cls: 2.4637, loss: 2.4637, grad_norm: 3.2274 2020-08-04 14:28:53,300 - mmaction - INFO - Epoch [158][60/3757] lr: 3.258e-02, eta: 3 days, 13:57:42, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6836, loss_cls: 2.4730, loss: 2.4730, grad_norm: 3.3549 2020-08-04 14:29:09,131 - mmaction - INFO - Epoch [158][80/3757] lr: 3.258e-02, eta: 3 days, 13:57:22, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6695, loss_cls: 2.5556, loss: 2.5556, grad_norm: 3.4348 2020-08-04 14:29:25,012 - mmaction - INFO - Epoch [158][100/3757] lr: 3.258e-02, eta: 3 days, 13:57:03, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7008, loss_cls: 2.4850, loss: 2.4850, grad_norm: 3.3416 2020-08-04 14:29:41,562 - mmaction - INFO - Epoch [158][120/3757] lr: 3.258e-02, eta: 3 days, 13:56:46, time: 0.827, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6797, loss_cls: 2.4826, loss: 2.4826, grad_norm: 3.3395 2020-08-04 14:29:57,537 - mmaction - INFO - Epoch [158][140/3757] lr: 3.258e-02, eta: 3 days, 13:56:27, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6859, loss_cls: 2.4970, loss: 2.4970, grad_norm: 3.3465 2020-08-04 14:30:13,344 - mmaction - INFO - Epoch [158][160/3757] lr: 3.258e-02, eta: 3 days, 13:56:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6891, loss_cls: 2.4850, loss: 2.4850, grad_norm: 3.3727 2020-08-04 14:30:29,418 - mmaction - INFO - Epoch [158][180/3757] lr: 3.258e-02, eta: 3 days, 13:55:49, time: 0.804, data_time: 0.016, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6867, loss_cls: 2.4930, loss: 2.4930, grad_norm: 3.3651 2020-08-04 14:30:45,557 - mmaction - INFO - Epoch [158][200/3757] lr: 3.258e-02, eta: 3 days, 13:55:31, time: 0.806, data_time: 0.021, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6773, loss_cls: 2.5319, loss: 2.5319, grad_norm: 3.2672 2020-08-04 14:31:01,759 - mmaction - INFO - Epoch [158][220/3757] lr: 3.258e-02, eta: 3 days, 13:55:13, time: 0.810, data_time: 0.024, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6734, loss_cls: 2.5758, loss: 2.5758, grad_norm: 3.3232 2020-08-04 14:31:17,618 - mmaction - INFO - Epoch [158][240/3757] lr: 3.258e-02, eta: 3 days, 13:54:53, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6703, loss_cls: 2.6037, loss: 2.6037, grad_norm: 3.3442 2020-08-04 14:31:33,482 - mmaction - INFO - Epoch [158][260/3757] lr: 3.258e-02, eta: 3 days, 13:54:34, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6461, loss_cls: 2.6181, loss: 2.6181, grad_norm: 3.4803 2020-08-04 14:31:49,314 - mmaction - INFO - Epoch [158][280/3757] lr: 3.258e-02, eta: 3 days, 13:54:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6617, loss_cls: 2.5844, loss: 2.5844, grad_norm: 3.3767 2020-08-04 14:32:05,105 - mmaction - INFO - Epoch [158][300/3757] lr: 3.258e-02, eta: 3 days, 13:53:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6805, loss_cls: 2.5785, loss: 2.5785, grad_norm: 3.3563 2020-08-04 14:32:20,882 - mmaction - INFO - Epoch [158][320/3757] lr: 3.258e-02, eta: 3 days, 13:53:36, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6805, loss_cls: 2.5067, loss: 2.5067, grad_norm: 3.2351 2020-08-04 14:32:36,718 - mmaction - INFO - Epoch [158][340/3757] lr: 3.258e-02, eta: 3 days, 13:53:16, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6953, loss_cls: 2.5081, loss: 2.5081, grad_norm: 3.3929 2020-08-04 14:32:52,660 - mmaction - INFO - Epoch [158][360/3757] lr: 3.258e-02, eta: 3 days, 13:52:57, time: 0.798, data_time: 0.006, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6719, loss_cls: 2.5877, loss: 2.5877, grad_norm: 3.4353 2020-08-04 14:33:08,337 - mmaction - INFO - Epoch [158][380/3757] lr: 3.258e-02, eta: 3 days, 13:52:37, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6734, loss_cls: 2.5284, loss: 2.5284, grad_norm: 3.3851 2020-08-04 14:33:24,226 - mmaction - INFO - Epoch [158][400/3757] lr: 3.258e-02, eta: 3 days, 13:52:18, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7094, loss_cls: 2.4019, loss: 2.4019, grad_norm: 3.4209 2020-08-04 14:33:40,065 - mmaction - INFO - Epoch [158][420/3757] lr: 3.258e-02, eta: 3 days, 13:51:59, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6852, loss_cls: 2.5363, loss: 2.5363, grad_norm: 3.5827 2020-08-04 14:33:56,163 - mmaction - INFO - Epoch [158][440/3757] lr: 3.258e-02, eta: 3 days, 13:51:40, time: 0.803, data_time: 0.001, memory: 6192, top1_acc: 0.3945, top5_acc: 0.6602, loss_cls: 2.6405, loss: 2.6405, grad_norm: 3.4272 2020-08-04 14:34:11,880 - mmaction - INFO - Epoch [158][460/3757] lr: 3.258e-02, eta: 3 days, 13:51:20, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6750, loss_cls: 2.5464, loss: 2.5464, grad_norm: 3.3050 2020-08-04 14:34:27,627 - mmaction - INFO - Epoch [158][480/3757] lr: 3.258e-02, eta: 3 days, 13:51:01, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6797, loss_cls: 2.5583, loss: 2.5583, grad_norm: 3.4054 2020-08-04 14:34:43,458 - mmaction - INFO - Epoch [158][500/3757] lr: 3.258e-02, eta: 3 days, 13:50:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6945, loss_cls: 2.4482, loss: 2.4482, grad_norm: 3.3120 2020-08-04 14:34:59,207 - mmaction - INFO - Epoch [158][520/3757] lr: 3.258e-02, eta: 3 days, 13:50:22, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6766, loss_cls: 2.5811, loss: 2.5811, grad_norm: 3.3510 2020-08-04 14:35:14,971 - mmaction - INFO - Epoch [158][540/3757] lr: 3.258e-02, eta: 3 days, 13:50:02, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7039, loss_cls: 2.3860, loss: 2.3860, grad_norm: 3.3220 2020-08-04 14:35:30,757 - mmaction - INFO - Epoch [158][560/3757] lr: 3.258e-02, eta: 3 days, 13:49:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6711, loss_cls: 2.5360, loss: 2.5360, grad_norm: 3.3998 2020-08-04 14:35:46,567 - mmaction - INFO - Epoch [158][580/3757] lr: 3.258e-02, eta: 3 days, 13:49:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6883, loss_cls: 2.4545, loss: 2.4545, grad_norm: 3.3884 2020-08-04 14:36:02,411 - mmaction - INFO - Epoch [158][600/3757] lr: 3.258e-02, eta: 3 days, 13:49:04, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6703, loss_cls: 2.6783, loss: 2.6783, grad_norm: 3.5720 2020-08-04 14:36:18,082 - mmaction - INFO - Epoch [158][620/3757] lr: 3.258e-02, eta: 3 days, 13:48:44, time: 0.784, data_time: 0.002, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.4788, loss: 2.4788, grad_norm: 3.3145 2020-08-04 14:36:33,787 - mmaction - INFO - Epoch [158][640/3757] lr: 3.258e-02, eta: 3 days, 13:48:24, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6766, loss_cls: 2.5521, loss: 2.5521, grad_norm: 3.3364 2020-08-04 14:36:49,652 - mmaction - INFO - Epoch [158][660/3757] lr: 3.258e-02, eta: 3 days, 13:48:05, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6898, loss_cls: 2.4885, loss: 2.4885, grad_norm: 3.3671 2020-08-04 14:37:05,340 - mmaction - INFO - Epoch [158][680/3757] lr: 3.258e-02, eta: 3 days, 13:47:45, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6906, loss_cls: 2.5105, loss: 2.5105, grad_norm: 3.3552 2020-08-04 14:37:21,224 - mmaction - INFO - Epoch [158][700/3757] lr: 3.258e-02, eta: 3 days, 13:47:26, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6703, loss_cls: 2.5730, loss: 2.5730, grad_norm: 3.3913 2020-08-04 14:37:37,044 - mmaction - INFO - Epoch [158][720/3757] lr: 3.258e-02, eta: 3 days, 13:47:06, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6719, loss_cls: 2.5741, loss: 2.5741, grad_norm: 3.4257 2020-08-04 14:37:52,952 - mmaction - INFO - Epoch [158][740/3757] lr: 3.258e-02, eta: 3 days, 13:46:47, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6945, loss_cls: 2.4992, loss: 2.4992, grad_norm: 3.3037 2020-08-04 14:38:08,658 - mmaction - INFO - Epoch [158][760/3757] lr: 3.258e-02, eta: 3 days, 13:46:27, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6766, loss_cls: 2.5396, loss: 2.5396, grad_norm: 3.4018 2020-08-04 14:38:24,543 - mmaction - INFO - Epoch [158][780/3757] lr: 3.258e-02, eta: 3 days, 13:46:08, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6828, loss_cls: 2.4854, loss: 2.4854, grad_norm: 3.2785 2020-08-04 14:38:40,224 - mmaction - INFO - Epoch [158][800/3757] lr: 3.258e-02, eta: 3 days, 13:45:48, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6789, loss_cls: 2.5311, loss: 2.5311, grad_norm: 3.3638 2020-08-04 14:38:56,067 - mmaction - INFO - Epoch [158][820/3757] lr: 3.258e-02, eta: 3 days, 13:45:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6758, loss_cls: 2.5234, loss: 2.5234, grad_norm: 3.4259 2020-08-04 14:39:11,869 - mmaction - INFO - Epoch [158][840/3757] lr: 3.258e-02, eta: 3 days, 13:45:09, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6969, loss_cls: 2.4498, loss: 2.4498, grad_norm: 3.3923 2020-08-04 14:39:27,799 - mmaction - INFO - Epoch [158][860/3757] lr: 3.258e-02, eta: 3 days, 13:44:50, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6797, loss_cls: 2.5323, loss: 2.5323, grad_norm: 3.3712 2020-08-04 14:39:43,441 - mmaction - INFO - Epoch [158][880/3757] lr: 3.258e-02, eta: 3 days, 13:44:30, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.6633, loss: 2.6633, grad_norm: 3.4858 2020-08-04 14:39:59,254 - mmaction - INFO - Epoch [158][900/3757] lr: 3.258e-02, eta: 3 days, 13:44:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6820, loss_cls: 2.5196, loss: 2.5196, grad_norm: 3.4071 2020-08-04 14:40:14,953 - mmaction - INFO - Epoch [158][920/3757] lr: 3.258e-02, eta: 3 days, 13:43:51, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6609, loss_cls: 2.6600, loss: 2.6600, grad_norm: 3.4873 2020-08-04 14:40:31,094 - mmaction - INFO - Epoch [158][940/3757] lr: 3.258e-02, eta: 3 days, 13:43:33, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6789, loss_cls: 2.4983, loss: 2.4983, grad_norm: 3.3818 2020-08-04 14:40:46,904 - mmaction - INFO - Epoch [158][960/3757] lr: 3.258e-02, eta: 3 days, 13:43:13, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6828, loss_cls: 2.5429, loss: 2.5429, grad_norm: 3.4371 2020-08-04 14:41:02,954 - mmaction - INFO - Epoch [158][980/3757] lr: 3.258e-02, eta: 3 days, 13:42:55, time: 0.803, data_time: 0.020, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6664, loss_cls: 2.5831, loss: 2.5831, grad_norm: 3.4498 2020-08-04 14:41:19,243 - mmaction - INFO - Epoch [158][1000/3757] lr: 3.258e-02, eta: 3 days, 13:42:37, time: 0.814, data_time: 0.022, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6734, loss_cls: 2.5635, loss: 2.5635, grad_norm: 3.3736 2020-08-04 14:41:34,938 - mmaction - INFO - Epoch [158][1020/3757] lr: 3.258e-02, eta: 3 days, 13:42:17, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6734, loss_cls: 2.5500, loss: 2.5500, grad_norm: 3.4438 2020-08-04 14:41:50,863 - mmaction - INFO - Epoch [158][1040/3757] lr: 3.258e-02, eta: 3 days, 13:41:58, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6930, loss_cls: 2.4473, loss: 2.4473, grad_norm: 3.3948 2020-08-04 14:42:06,608 - mmaction - INFO - Epoch [158][1060/3757] lr: 3.258e-02, eta: 3 days, 13:41:39, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6797, loss_cls: 2.5711, loss: 2.5711, grad_norm: 3.4091 2020-08-04 14:42:22,457 - mmaction - INFO - Epoch [158][1080/3757] lr: 3.258e-02, eta: 3 days, 13:41:19, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6875, loss_cls: 2.5649, loss: 2.5649, grad_norm: 3.3723 2020-08-04 14:42:38,247 - mmaction - INFO - Epoch [158][1100/3757] lr: 3.258e-02, eta: 3 days, 13:41:00, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6836, loss_cls: 2.4584, loss: 2.4584, grad_norm: 3.3414 2020-08-04 14:42:54,066 - mmaction - INFO - Epoch [158][1120/3757] lr: 3.258e-02, eta: 3 days, 13:40:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6742, loss_cls: 2.5558, loss: 2.5558, grad_norm: 3.4538 2020-08-04 14:43:09,737 - mmaction - INFO - Epoch [158][1140/3757] lr: 3.258e-02, eta: 3 days, 13:40:21, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.5744, loss: 2.5744, grad_norm: 3.4085 2020-08-04 14:43:25,664 - mmaction - INFO - Epoch [158][1160/3757] lr: 3.258e-02, eta: 3 days, 13:40:01, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6656, loss_cls: 2.6239, loss: 2.6239, grad_norm: 3.4776 2020-08-04 14:43:41,384 - mmaction - INFO - Epoch [158][1180/3757] lr: 3.258e-02, eta: 3 days, 13:39:42, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6734, loss_cls: 2.5171, loss: 2.5171, grad_norm: 3.3726 2020-08-04 14:43:57,185 - mmaction - INFO - Epoch [158][1200/3757] lr: 3.258e-02, eta: 3 days, 13:39:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6734, loss_cls: 2.6320, loss: 2.6320, grad_norm: 3.4678 2020-08-04 14:44:12,939 - mmaction - INFO - Epoch [158][1220/3757] lr: 3.258e-02, eta: 3 days, 13:39:03, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6883, loss_cls: 2.5425, loss: 2.5425, grad_norm: 3.3412 2020-08-04 14:44:28,738 - mmaction - INFO - Epoch [158][1240/3757] lr: 3.258e-02, eta: 3 days, 13:38:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6859, loss_cls: 2.5485, loss: 2.5485, grad_norm: 3.4455 2020-08-04 14:44:44,541 - mmaction - INFO - Epoch [158][1260/3757] lr: 3.258e-02, eta: 3 days, 13:38:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6844, loss_cls: 2.5168, loss: 2.5168, grad_norm: 3.4161 2020-08-04 14:45:00,425 - mmaction - INFO - Epoch [158][1280/3757] lr: 3.258e-02, eta: 3 days, 13:38:05, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6539, loss_cls: 2.5911, loss: 2.5911, grad_norm: 3.3951 2020-08-04 14:45:16,269 - mmaction - INFO - Epoch [158][1300/3757] lr: 3.258e-02, eta: 3 days, 13:37:45, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6797, loss_cls: 2.5181, loss: 2.5181, grad_norm: 3.3869 2020-08-04 14:45:32,617 - mmaction - INFO - Epoch [158][1320/3757] lr: 3.258e-02, eta: 3 days, 13:37:28, time: 0.817, data_time: 0.003, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7047, loss_cls: 2.3602, loss: 2.3602, grad_norm: 3.3707 2020-08-04 14:45:48,338 - mmaction - INFO - Epoch [158][1340/3757] lr: 3.258e-02, eta: 3 days, 13:37:08, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6992, loss_cls: 2.4456, loss: 2.4456, grad_norm: 3.4159 2020-08-04 14:46:04,065 - mmaction - INFO - Epoch [158][1360/3757] lr: 3.258e-02, eta: 3 days, 13:36:48, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6828, loss_cls: 2.4847, loss: 2.4847, grad_norm: 3.5116 2020-08-04 14:46:19,829 - mmaction - INFO - Epoch [158][1380/3757] lr: 3.258e-02, eta: 3 days, 13:36:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6828, loss_cls: 2.4748, loss: 2.4748, grad_norm: 3.4095 2020-08-04 14:46:35,699 - mmaction - INFO - Epoch [158][1400/3757] lr: 3.258e-02, eta: 3 days, 13:36:10, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6836, loss_cls: 2.4953, loss: 2.4953, grad_norm: 3.3527 2020-08-04 14:46:51,571 - mmaction - INFO - Epoch [158][1420/3757] lr: 3.258e-02, eta: 3 days, 13:35:50, time: 0.794, data_time: 0.010, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6547, loss_cls: 2.6119, loss: 2.6119, grad_norm: 3.3948 2020-08-04 14:47:07,349 - mmaction - INFO - Epoch [158][1440/3757] lr: 3.258e-02, eta: 3 days, 13:35:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6641, loss_cls: 2.6284, loss: 2.6284, grad_norm: 3.4277 2020-08-04 14:47:23,084 - mmaction - INFO - Epoch [158][1460/3757] lr: 3.258e-02, eta: 3 days, 13:35:11, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.7078, loss_cls: 2.4200, loss: 2.4200, grad_norm: 3.2501 2020-08-04 14:47:38,934 - mmaction - INFO - Epoch [158][1480/3757] lr: 3.258e-02, eta: 3 days, 13:34:52, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6734, loss_cls: 2.4599, loss: 2.4599, grad_norm: 3.2713 2020-08-04 14:47:54,627 - mmaction - INFO - Epoch [158][1500/3757] lr: 3.258e-02, eta: 3 days, 13:34:32, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6617, loss_cls: 2.6539, loss: 2.6539, grad_norm: 3.3881 2020-08-04 14:48:10,356 - mmaction - INFO - Epoch [158][1520/3757] lr: 3.258e-02, eta: 3 days, 13:34:13, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6859, loss_cls: 2.5041, loss: 2.5041, grad_norm: 3.2815 2020-08-04 14:48:26,150 - mmaction - INFO - Epoch [158][1540/3757] lr: 3.258e-02, eta: 3 days, 13:33:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6977, loss_cls: 2.4151, loss: 2.4151, grad_norm: 3.3759 2020-08-04 14:48:41,977 - mmaction - INFO - Epoch [158][1560/3757] lr: 3.258e-02, eta: 3 days, 13:33:34, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6539, loss_cls: 2.6111, loss: 2.6111, grad_norm: 3.5726 2020-08-04 14:48:57,770 - mmaction - INFO - Epoch [158][1580/3757] lr: 3.258e-02, eta: 3 days, 13:33:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6867, loss_cls: 2.5370, loss: 2.5370, grad_norm: 3.4720 2020-08-04 14:49:13,592 - mmaction - INFO - Epoch [158][1600/3757] lr: 3.258e-02, eta: 3 days, 13:32:55, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6797, loss_cls: 2.4977, loss: 2.4977, grad_norm: 3.3416 2020-08-04 14:49:29,406 - mmaction - INFO - Epoch [158][1620/3757] lr: 3.258e-02, eta: 3 days, 13:32:36, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6781, loss_cls: 2.5320, loss: 2.5320, grad_norm: 3.4100 2020-08-04 14:49:45,256 - mmaction - INFO - Epoch [158][1640/3757] lr: 3.258e-02, eta: 3 days, 13:32:16, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6828, loss_cls: 2.4871, loss: 2.4871, grad_norm: 3.3728 2020-08-04 14:50:01,036 - mmaction - INFO - Epoch [158][1660/3757] lr: 3.258e-02, eta: 3 days, 13:31:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6633, loss_cls: 2.5935, loss: 2.5935, grad_norm: 3.3968 2020-08-04 14:50:16,854 - mmaction - INFO - Epoch [158][1680/3757] lr: 3.258e-02, eta: 3 days, 13:31:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6828, loss_cls: 2.4981, loss: 2.4981, grad_norm: 3.3393 2020-08-04 14:50:32,622 - mmaction - INFO - Epoch [158][1700/3757] lr: 3.258e-02, eta: 3 days, 13:31:18, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6844, loss_cls: 2.5114, loss: 2.5114, grad_norm: 3.3868 2020-08-04 14:50:48,446 - mmaction - INFO - Epoch [158][1720/3757] lr: 3.258e-02, eta: 3 days, 13:30:59, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6727, loss_cls: 2.6005, loss: 2.6005, grad_norm: 3.3026 2020-08-04 14:51:04,285 - mmaction - INFO - Epoch [158][1740/3757] lr: 3.258e-02, eta: 3 days, 13:30:39, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6953, loss_cls: 2.4595, loss: 2.4595, grad_norm: 3.3644 2020-08-04 14:51:20,049 - mmaction - INFO - Epoch [158][1760/3757] lr: 3.258e-02, eta: 3 days, 13:30:20, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6766, loss_cls: 2.5485, loss: 2.5485, grad_norm: 3.4468 2020-08-04 14:51:36,002 - mmaction - INFO - Epoch [158][1780/3757] lr: 3.258e-02, eta: 3 days, 13:30:01, time: 0.797, data_time: 0.011, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6750, loss_cls: 2.5409, loss: 2.5409, grad_norm: 3.3538 2020-08-04 14:51:51,695 - mmaction - INFO - Epoch [158][1800/3757] lr: 3.258e-02, eta: 3 days, 13:29:41, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6664, loss_cls: 2.6185, loss: 2.6185, grad_norm: 3.4907 2020-08-04 14:52:07,510 - mmaction - INFO - Epoch [158][1820/3757] lr: 3.258e-02, eta: 3 days, 13:29:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6664, loss_cls: 2.6171, loss: 2.6171, grad_norm: 3.4711 2020-08-04 14:52:23,348 - mmaction - INFO - Epoch [158][1840/3757] lr: 3.258e-02, eta: 3 days, 13:29:03, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6602, loss_cls: 2.6206, loss: 2.6206, grad_norm: 3.3209 2020-08-04 14:52:39,131 - mmaction - INFO - Epoch [158][1860/3757] lr: 3.258e-02, eta: 3 days, 13:28:43, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6937, loss_cls: 2.4387, loss: 2.4387, grad_norm: 3.3196 2020-08-04 14:52:55,022 - mmaction - INFO - Epoch [158][1880/3757] lr: 3.258e-02, eta: 3 days, 13:28:24, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6992, loss_cls: 2.5043, loss: 2.5043, grad_norm: 3.3438 2020-08-04 14:53:10,839 - mmaction - INFO - Epoch [158][1900/3757] lr: 3.258e-02, eta: 3 days, 13:28:05, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6797, loss_cls: 2.5780, loss: 2.5780, grad_norm: 3.3850 2020-08-04 14:53:26,538 - mmaction - INFO - Epoch [158][1920/3757] lr: 3.258e-02, eta: 3 days, 13:27:45, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.5772, loss: 2.5772, grad_norm: 3.3485 2020-08-04 14:53:42,407 - mmaction - INFO - Epoch [158][1940/3757] lr: 3.258e-02, eta: 3 days, 13:27:26, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6766, loss_cls: 2.5512, loss: 2.5512, grad_norm: 3.3128 2020-08-04 14:53:58,213 - mmaction - INFO - Epoch [158][1960/3757] lr: 3.258e-02, eta: 3 days, 13:27:06, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6734, loss_cls: 2.5351, loss: 2.5351, grad_norm: 3.2994 2020-08-04 14:54:14,026 - mmaction - INFO - Epoch [158][1980/3757] lr: 3.258e-02, eta: 3 days, 13:26:47, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6922, loss_cls: 2.4765, loss: 2.4765, grad_norm: 3.2937 2020-08-04 14:54:29,854 - mmaction - INFO - Epoch [158][2000/3757] lr: 3.258e-02, eta: 3 days, 13:26:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6687, loss_cls: 2.5092, loss: 2.5092, grad_norm: 3.3293 2020-08-04 14:54:45,704 - mmaction - INFO - Epoch [158][2020/3757] lr: 3.258e-02, eta: 3 days, 13:26:09, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6781, loss_cls: 2.5159, loss: 2.5159, grad_norm: 3.3967 2020-08-04 14:55:01,513 - mmaction - INFO - Epoch [158][2040/3757] lr: 3.258e-02, eta: 3 days, 13:25:49, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6891, loss_cls: 2.5075, loss: 2.5075, grad_norm: 3.4530 2020-08-04 14:55:17,233 - mmaction - INFO - Epoch [158][2060/3757] lr: 3.258e-02, eta: 3 days, 13:25:30, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6477, loss_cls: 2.6631, loss: 2.6631, grad_norm: 3.3928 2020-08-04 14:55:33,018 - mmaction - INFO - Epoch [158][2080/3757] lr: 3.258e-02, eta: 3 days, 13:25:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6805, loss_cls: 2.5746, loss: 2.5746, grad_norm: 3.3700 2020-08-04 14:55:48,920 - mmaction - INFO - Epoch [158][2100/3757] lr: 3.258e-02, eta: 3 days, 13:24:51, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6867, loss_cls: 2.4771, loss: 2.4771, grad_norm: 3.3686 2020-08-04 14:56:04,698 - mmaction - INFO - Epoch [158][2120/3757] lr: 3.258e-02, eta: 3 days, 13:24:32, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6953, loss_cls: 2.4983, loss: 2.4983, grad_norm: 3.4238 2020-08-04 14:56:20,579 - mmaction - INFO - Epoch [158][2140/3757] lr: 3.258e-02, eta: 3 days, 13:24:13, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6977, loss_cls: 2.4558, loss: 2.4558, grad_norm: 3.3942 2020-08-04 14:56:36,242 - mmaction - INFO - Epoch [158][2160/3757] lr: 3.258e-02, eta: 3 days, 13:23:53, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6578, loss_cls: 2.5932, loss: 2.5932, grad_norm: 3.5003 2020-08-04 14:56:52,192 - mmaction - INFO - Epoch [158][2180/3757] lr: 3.258e-02, eta: 3 days, 13:23:34, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6734, loss_cls: 2.5813, loss: 2.5813, grad_norm: 3.3666 2020-08-04 14:57:07,890 - mmaction - INFO - Epoch [158][2200/3757] lr: 3.258e-02, eta: 3 days, 13:23:14, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6852, loss_cls: 2.4758, loss: 2.4758, grad_norm: 3.3320 2020-08-04 14:57:23,666 - mmaction - INFO - Epoch [158][2220/3757] lr: 3.258e-02, eta: 3 days, 13:22:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6945, loss_cls: 2.4420, loss: 2.4420, grad_norm: 3.4129 2020-08-04 14:57:39,503 - mmaction - INFO - Epoch [158][2240/3757] lr: 3.258e-02, eta: 3 days, 13:22:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6797, loss_cls: 2.5089, loss: 2.5089, grad_norm: 3.4148 2020-08-04 14:57:55,240 - mmaction - INFO - Epoch [158][2260/3757] lr: 3.258e-02, eta: 3 days, 13:22:16, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6586, loss_cls: 2.6224, loss: 2.6224, grad_norm: 3.4402 2020-08-04 14:58:11,205 - mmaction - INFO - Epoch [158][2280/3757] lr: 3.258e-02, eta: 3 days, 13:21:57, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6859, loss_cls: 2.5234, loss: 2.5234, grad_norm: 3.3447 2020-08-04 14:58:26,943 - mmaction - INFO - Epoch [158][2300/3757] lr: 3.258e-02, eta: 3 days, 13:21:37, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6758, loss_cls: 2.4972, loss: 2.4972, grad_norm: 3.2494 2020-08-04 14:58:42,812 - mmaction - INFO - Epoch [158][2320/3757] lr: 3.258e-02, eta: 3 days, 13:21:18, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6547, loss_cls: 2.7379, loss: 2.7379, grad_norm: 3.5345 2020-08-04 14:58:58,555 - mmaction - INFO - Epoch [158][2340/3757] lr: 3.258e-02, eta: 3 days, 13:20:59, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6953, loss_cls: 2.4922, loss: 2.4922, grad_norm: 3.3845 2020-08-04 14:59:14,438 - mmaction - INFO - Epoch [158][2360/3757] lr: 3.258e-02, eta: 3 days, 13:20:40, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6813, loss_cls: 2.5014, loss: 2.5014, grad_norm: 3.4833 2020-08-04 14:59:30,146 - mmaction - INFO - Epoch [158][2380/3757] lr: 3.258e-02, eta: 3 days, 13:20:20, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6836, loss_cls: 2.4712, loss: 2.4712, grad_norm: 3.4195 2020-08-04 14:59:46,060 - mmaction - INFO - Epoch [158][2400/3757] lr: 3.258e-02, eta: 3 days, 13:20:01, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.4726, loss: 2.4726, grad_norm: 3.4040 2020-08-04 15:00:01,791 - mmaction - INFO - Epoch [158][2420/3757] lr: 3.258e-02, eta: 3 days, 13:19:41, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6828, loss_cls: 2.5405, loss: 2.5405, grad_norm: 3.3934 2020-08-04 15:00:22,404 - mmaction - INFO - Epoch [158][2440/3757] lr: 3.258e-02, eta: 3 days, 13:19:38, time: 1.028, data_time: 0.002, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6734, loss_cls: 2.5872, loss: 2.5872, grad_norm: 3.4124 2020-08-04 15:00:38,275 - mmaction - INFO - Epoch [158][2460/3757] lr: 3.258e-02, eta: 3 days, 13:19:19, time: 0.796, data_time: 0.007, memory: 6192, top1_acc: 0.4633, top5_acc: 0.6852, loss_cls: 2.4837, loss: 2.4837, grad_norm: 3.4213 2020-08-04 15:00:54,018 - mmaction - INFO - Epoch [158][2480/3757] lr: 3.258e-02, eta: 3 days, 13:18:59, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6898, loss_cls: 2.5273, loss: 2.5273, grad_norm: 3.5632 2020-08-04 15:01:09,756 - mmaction - INFO - Epoch [158][2500/3757] lr: 3.258e-02, eta: 3 days, 13:18:40, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6703, loss_cls: 2.5760, loss: 2.5760, grad_norm: 3.3216 2020-08-04 15:01:25,538 - mmaction - INFO - Epoch [158][2520/3757] lr: 3.258e-02, eta: 3 days, 13:18:20, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6820, loss_cls: 2.5611, loss: 2.5611, grad_norm: 3.2843 2020-08-04 15:01:41,443 - mmaction - INFO - Epoch [158][2540/3757] lr: 3.258e-02, eta: 3 days, 13:18:01, time: 0.795, data_time: 0.008, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6562, loss_cls: 2.6114, loss: 2.6114, grad_norm: 3.2947 2020-08-04 15:01:57,633 - mmaction - INFO - Epoch [158][2560/3757] lr: 3.258e-02, eta: 3 days, 13:17:43, time: 0.811, data_time: 0.024, memory: 6192, top1_acc: 0.4250, top5_acc: 0.7023, loss_cls: 2.4988, loss: 2.4988, grad_norm: 3.3584 2020-08-04 15:02:13,480 - mmaction - INFO - Epoch [158][2580/3757] lr: 3.258e-02, eta: 3 days, 13:17:24, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6508, loss_cls: 2.6662, loss: 2.6662, grad_norm: 3.3902 2020-08-04 15:02:29,312 - mmaction - INFO - Epoch [158][2600/3757] lr: 3.258e-02, eta: 3 days, 13:17:05, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6898, loss_cls: 2.4912, loss: 2.4912, grad_norm: 3.3305 2020-08-04 15:02:45,152 - mmaction - INFO - Epoch [158][2620/3757] lr: 3.258e-02, eta: 3 days, 13:16:45, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6602, loss_cls: 2.6434, loss: 2.6434, grad_norm: 3.4802 2020-08-04 15:03:00,954 - mmaction - INFO - Epoch [158][2640/3757] lr: 3.258e-02, eta: 3 days, 13:16:26, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6727, loss_cls: 2.5653, loss: 2.5653, grad_norm: 3.3388 2020-08-04 15:03:16,683 - mmaction - INFO - Epoch [158][2660/3757] lr: 3.258e-02, eta: 3 days, 13:16:07, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6641, loss_cls: 2.5869, loss: 2.5869, grad_norm: 3.3223 2020-08-04 15:03:32,420 - mmaction - INFO - Epoch [158][2680/3757] lr: 3.258e-02, eta: 3 days, 13:15:47, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6875, loss_cls: 2.4938, loss: 2.4938, grad_norm: 3.3123 2020-08-04 15:03:48,149 - mmaction - INFO - Epoch [158][2700/3757] lr: 3.258e-02, eta: 3 days, 13:15:27, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6555, loss_cls: 2.6495, loss: 2.6495, grad_norm: 3.5619 2020-08-04 15:04:03,909 - mmaction - INFO - Epoch [158][2720/3757] lr: 3.258e-02, eta: 3 days, 13:15:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6820, loss_cls: 2.4803, loss: 2.4803, grad_norm: 3.3536 2020-08-04 15:04:19,756 - mmaction - INFO - Epoch [158][2740/3757] lr: 3.258e-02, eta: 3 days, 13:14:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6648, loss_cls: 2.5593, loss: 2.5593, grad_norm: 3.4032 2020-08-04 15:04:35,536 - mmaction - INFO - Epoch [158][2760/3757] lr: 3.258e-02, eta: 3 days, 13:14:29, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6617, loss_cls: 2.6048, loss: 2.6048, grad_norm: 3.4016 2020-08-04 15:04:51,396 - mmaction - INFO - Epoch [158][2780/3757] lr: 3.258e-02, eta: 3 days, 13:14:10, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6820, loss_cls: 2.5436, loss: 2.5436, grad_norm: 3.2805 2020-08-04 15:05:07,215 - mmaction - INFO - Epoch [158][2800/3757] lr: 3.258e-02, eta: 3 days, 13:13:51, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6750, loss_cls: 2.5808, loss: 2.5808, grad_norm: 3.2842 2020-08-04 15:05:22,928 - mmaction - INFO - Epoch [158][2820/3757] lr: 3.258e-02, eta: 3 days, 13:13:31, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6828, loss_cls: 2.5594, loss: 2.5594, grad_norm: 3.3513 2020-08-04 15:05:38,842 - mmaction - INFO - Epoch [158][2840/3757] lr: 3.258e-02, eta: 3 days, 13:13:12, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6844, loss_cls: 2.5017, loss: 2.5017, grad_norm: 3.3214 2020-08-04 15:05:54,700 - mmaction - INFO - Epoch [158][2860/3757] lr: 3.258e-02, eta: 3 days, 13:12:53, time: 0.792, data_time: 0.009, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6648, loss_cls: 2.5774, loss: 2.5774, grad_norm: 3.4185 2020-08-04 15:06:10,545 - mmaction - INFO - Epoch [158][2880/3757] lr: 3.258e-02, eta: 3 days, 13:12:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6664, loss_cls: 2.5556, loss: 2.5556, grad_norm: 3.3693 2020-08-04 15:06:26,343 - mmaction - INFO - Epoch [158][2900/3757] lr: 3.258e-02, eta: 3 days, 13:12:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6664, loss_cls: 2.5903, loss: 2.5903, grad_norm: 3.3833 2020-08-04 15:06:42,112 - mmaction - INFO - Epoch [158][2920/3757] lr: 3.258e-02, eta: 3 days, 13:11:55, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6625, loss_cls: 2.5714, loss: 2.5714, grad_norm: 3.3742 2020-08-04 15:07:02,915 - mmaction - INFO - Epoch [158][2940/3757] lr: 3.258e-02, eta: 3 days, 13:11:52, time: 1.041, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7055, loss_cls: 2.4644, loss: 2.4644, grad_norm: 3.3539 2020-08-04 15:07:18,705 - mmaction - INFO - Epoch [158][2960/3757] lr: 3.258e-02, eta: 3 days, 13:11:33, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6742, loss_cls: 2.5401, loss: 2.5401, grad_norm: 3.3962 2020-08-04 15:07:34,504 - mmaction - INFO - Epoch [158][2980/3757] lr: 3.258e-02, eta: 3 days, 13:11:13, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6914, loss_cls: 2.4924, loss: 2.4924, grad_norm: 3.4493 2020-08-04 15:07:50,188 - mmaction - INFO - Epoch [158][3000/3757] lr: 3.258e-02, eta: 3 days, 13:10:54, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6859, loss_cls: 2.4579, loss: 2.4579, grad_norm: 3.3705 2020-08-04 15:08:06,914 - mmaction - INFO - Epoch [158][3020/3757] lr: 3.258e-02, eta: 3 days, 13:10:38, time: 0.836, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6758, loss_cls: 2.5279, loss: 2.5279, grad_norm: 3.3931 2020-08-04 15:08:22,700 - mmaction - INFO - Epoch [158][3040/3757] lr: 3.258e-02, eta: 3 days, 13:10:18, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6750, loss_cls: 2.5773, loss: 2.5773, grad_norm: 3.2980 2020-08-04 15:08:38,579 - mmaction - INFO - Epoch [158][3060/3757] lr: 3.258e-02, eta: 3 days, 13:09:59, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6687, loss_cls: 2.5999, loss: 2.5999, grad_norm: 3.3553 2020-08-04 15:08:54,402 - mmaction - INFO - Epoch [158][3080/3757] lr: 3.258e-02, eta: 3 days, 13:09:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6656, loss_cls: 2.5930, loss: 2.5930, grad_norm: 3.4780 2020-08-04 15:09:10,186 - mmaction - INFO - Epoch [158][3100/3757] lr: 3.258e-02, eta: 3 days, 13:09:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.3992, top5_acc: 0.6695, loss_cls: 2.6312, loss: 2.6312, grad_norm: 3.4845 2020-08-04 15:09:25,993 - mmaction - INFO - Epoch [158][3120/3757] lr: 3.258e-02, eta: 3 days, 13:09:01, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6867, loss_cls: 2.5367, loss: 2.5367, grad_norm: 3.4604 2020-08-04 15:09:41,804 - mmaction - INFO - Epoch [158][3140/3757] lr: 3.258e-02, eta: 3 days, 13:08:42, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6789, loss_cls: 2.5631, loss: 2.5631, grad_norm: 3.3842 2020-08-04 15:09:57,610 - mmaction - INFO - Epoch [158][3160/3757] lr: 3.258e-02, eta: 3 days, 13:08:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6906, loss_cls: 2.4761, loss: 2.4761, grad_norm: 3.3181 2020-08-04 15:10:13,324 - mmaction - INFO - Epoch [158][3180/3757] lr: 3.258e-02, eta: 3 days, 13:08:03, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6875, loss_cls: 2.5111, loss: 2.5111, grad_norm: 3.4491 2020-08-04 15:10:29,084 - mmaction - INFO - Epoch [158][3200/3757] lr: 3.258e-02, eta: 3 days, 13:07:43, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6703, loss_cls: 2.5979, loss: 2.5979, grad_norm: 3.3818 2020-08-04 15:10:44,979 - mmaction - INFO - Epoch [158][3220/3757] lr: 3.258e-02, eta: 3 days, 13:07:24, time: 0.795, data_time: 0.009, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6719, loss_cls: 2.5348, loss: 2.5348, grad_norm: 3.4580 2020-08-04 15:11:00,750 - mmaction - INFO - Epoch [158][3240/3757] lr: 3.258e-02, eta: 3 days, 13:07:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6820, loss_cls: 2.5047, loss: 2.5047, grad_norm: 3.4180 2020-08-04 15:11:16,546 - mmaction - INFO - Epoch [158][3260/3757] lr: 3.258e-02, eta: 3 days, 13:06:46, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6727, loss_cls: 2.5120, loss: 2.5120, grad_norm: 3.2140 2020-08-04 15:11:32,302 - mmaction - INFO - Epoch [158][3280/3757] lr: 3.258e-02, eta: 3 days, 13:06:26, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6687, loss_cls: 2.5663, loss: 2.5663, grad_norm: 3.4485 2020-08-04 15:11:48,078 - mmaction - INFO - Epoch [158][3300/3757] lr: 3.258e-02, eta: 3 days, 13:06:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6672, loss_cls: 2.5779, loss: 2.5779, grad_norm: 3.3810 2020-08-04 15:12:03,909 - mmaction - INFO - Epoch [158][3320/3757] lr: 3.258e-02, eta: 3 days, 13:05:48, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6625, loss_cls: 2.6006, loss: 2.6006, grad_norm: 3.3072 2020-08-04 15:12:19,747 - mmaction - INFO - Epoch [158][3340/3757] lr: 3.258e-02, eta: 3 days, 13:05:28, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6992, loss_cls: 2.4066, loss: 2.4066, grad_norm: 3.3654 2020-08-04 15:12:35,568 - mmaction - INFO - Epoch [158][3360/3757] lr: 3.258e-02, eta: 3 days, 13:05:09, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6727, loss_cls: 2.5589, loss: 2.5589, grad_norm: 3.4554 2020-08-04 15:12:51,421 - mmaction - INFO - Epoch [158][3380/3757] lr: 3.258e-02, eta: 3 days, 13:04:50, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.6359, loss: 2.6359, grad_norm: 3.4253 2020-08-04 15:13:07,139 - mmaction - INFO - Epoch [158][3400/3757] lr: 3.258e-02, eta: 3 days, 13:04:30, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6711, loss_cls: 2.5536, loss: 2.5536, grad_norm: 3.3528 2020-08-04 15:13:23,022 - mmaction - INFO - Epoch [158][3420/3757] lr: 3.258e-02, eta: 3 days, 13:04:11, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7055, loss_cls: 2.4282, loss: 2.4282, grad_norm: 3.1755 2020-08-04 15:13:38,759 - mmaction - INFO - Epoch [158][3440/3757] lr: 3.258e-02, eta: 3 days, 13:03:52, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6500, loss_cls: 2.5992, loss: 2.5992, grad_norm: 3.3944 2020-08-04 15:13:54,611 - mmaction - INFO - Epoch [158][3460/3757] lr: 3.258e-02, eta: 3 days, 13:03:33, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6797, loss_cls: 2.5399, loss: 2.5399, grad_norm: 3.4041 2020-08-04 15:14:10,347 - mmaction - INFO - Epoch [158][3480/3757] lr: 3.258e-02, eta: 3 days, 13:03:13, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6891, loss_cls: 2.5411, loss: 2.5411, grad_norm: 3.3780 2020-08-04 15:14:26,205 - mmaction - INFO - Epoch [158][3500/3757] lr: 3.258e-02, eta: 3 days, 13:02:54, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6711, loss_cls: 2.5207, loss: 2.5207, grad_norm: 3.4271 2020-08-04 15:14:42,083 - mmaction - INFO - Epoch [158][3520/3757] lr: 3.258e-02, eta: 3 days, 13:02:35, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6828, loss_cls: 2.4974, loss: 2.4974, grad_norm: 3.2819 2020-08-04 15:14:57,851 - mmaction - INFO - Epoch [158][3540/3757] lr: 3.258e-02, eta: 3 days, 13:02:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6609, loss_cls: 2.6438, loss: 2.6438, grad_norm: 3.4933 2020-08-04 15:15:13,650 - mmaction - INFO - Epoch [158][3560/3757] lr: 3.258e-02, eta: 3 days, 13:01:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6813, loss_cls: 2.5089, loss: 2.5089, grad_norm: 3.3969 2020-08-04 15:15:29,477 - mmaction - INFO - Epoch [158][3580/3757] lr: 3.258e-02, eta: 3 days, 13:01:37, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6664, loss_cls: 2.5848, loss: 2.5848, grad_norm: 3.3394 2020-08-04 15:15:45,355 - mmaction - INFO - Epoch [158][3600/3757] lr: 3.258e-02, eta: 3 days, 13:01:18, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6742, loss_cls: 2.5551, loss: 2.5551, grad_norm: 3.3752 2020-08-04 15:16:01,104 - mmaction - INFO - Epoch [158][3620/3757] lr: 3.258e-02, eta: 3 days, 13:00:59, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6719, loss_cls: 2.5208, loss: 2.5208, grad_norm: 3.2966 2020-08-04 15:16:17,007 - mmaction - INFO - Epoch [158][3640/3757] lr: 3.258e-02, eta: 3 days, 13:00:40, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6789, loss_cls: 2.5408, loss: 2.5408, grad_norm: 3.3781 2020-08-04 15:16:32,669 - mmaction - INFO - Epoch [158][3660/3757] lr: 3.258e-02, eta: 3 days, 13:00:20, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6664, loss_cls: 2.5807, loss: 2.5807, grad_norm: 3.3931 2020-08-04 15:16:48,501 - mmaction - INFO - Epoch [158][3680/3757] lr: 3.258e-02, eta: 3 days, 13:00:01, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6719, loss_cls: 2.6186, loss: 2.6186, grad_norm: 3.4550 2020-08-04 15:17:04,227 - mmaction - INFO - Epoch [158][3700/3757] lr: 3.258e-02, eta: 3 days, 12:59:41, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6633, loss_cls: 2.5835, loss: 2.5835, grad_norm: 3.3761 2020-08-04 15:17:20,033 - mmaction - INFO - Epoch [158][3720/3757] lr: 3.258e-02, eta: 3 days, 12:59:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6680, loss_cls: 2.5865, loss: 2.5865, grad_norm: 3.4140 2020-08-04 15:17:35,868 - mmaction - INFO - Epoch [158][3740/3757] lr: 3.258e-02, eta: 3 days, 12:59:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6945, loss_cls: 2.4810, loss: 2.4810, grad_norm: 3.2704 2020-08-04 15:22:28,102 - mmaction - INFO - Epoch [159][20/3757] lr: 3.201e-02, eta: 3 days, 13:10:32, time: 12.556, data_time: 11.600, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6820, loss_cls: 2.5121, loss: 2.5121, grad_norm: 3.3366 2020-08-04 15:22:43,869 - mmaction - INFO - Epoch [159][40/3757] lr: 3.201e-02, eta: 3 days, 13:10:12, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6898, loss_cls: 2.5154, loss: 2.5154, grad_norm: 3.3678 2020-08-04 15:22:59,703 - mmaction - INFO - Epoch [159][60/3757] lr: 3.201e-02, eta: 3 days, 13:09:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6703, loss_cls: 2.5476, loss: 2.5476, grad_norm: 3.3621 2020-08-04 15:23:15,569 - mmaction - INFO - Epoch [159][80/3757] lr: 3.201e-02, eta: 3 days, 13:09:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6914, loss_cls: 2.4255, loss: 2.4255, grad_norm: 3.2480 2020-08-04 15:23:31,470 - mmaction - INFO - Epoch [159][100/3757] lr: 3.201e-02, eta: 3 days, 13:09:14, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6719, loss_cls: 2.5157, loss: 2.5157, grad_norm: 3.4236 2020-08-04 15:23:47,339 - mmaction - INFO - Epoch [159][120/3757] lr: 3.201e-02, eta: 3 days, 13:08:55, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6703, loss_cls: 2.6248, loss: 2.6248, grad_norm: 3.4565 2020-08-04 15:24:03,141 - mmaction - INFO - Epoch [159][140/3757] lr: 3.201e-02, eta: 3 days, 13:08:36, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6906, loss_cls: 2.4760, loss: 2.4760, grad_norm: 3.3713 2020-08-04 15:24:18,894 - mmaction - INFO - Epoch [159][160/3757] lr: 3.201e-02, eta: 3 days, 13:08:16, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6883, loss_cls: 2.5181, loss: 2.5181, grad_norm: 3.4263 2020-08-04 15:24:34,803 - mmaction - INFO - Epoch [159][180/3757] lr: 3.201e-02, eta: 3 days, 13:07:57, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6867, loss_cls: 2.4937, loss: 2.4937, grad_norm: 3.2326 2020-08-04 15:24:50,618 - mmaction - INFO - Epoch [159][200/3757] lr: 3.201e-02, eta: 3 days, 13:07:38, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6828, loss_cls: 2.4930, loss: 2.4930, grad_norm: 3.3736 2020-08-04 15:25:06,563 - mmaction - INFO - Epoch [159][220/3757] lr: 3.201e-02, eta: 3 days, 13:07:19, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6891, loss_cls: 2.4903, loss: 2.4903, grad_norm: 3.4241 2020-08-04 15:25:22,288 - mmaction - INFO - Epoch [159][240/3757] lr: 3.201e-02, eta: 3 days, 13:06:59, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6609, loss_cls: 2.5388, loss: 2.5388, grad_norm: 3.3098 2020-08-04 15:25:38,180 - mmaction - INFO - Epoch [159][260/3757] lr: 3.201e-02, eta: 3 days, 13:06:40, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6547, loss_cls: 2.5354, loss: 2.5354, grad_norm: 3.4006 2020-08-04 15:25:53,869 - mmaction - INFO - Epoch [159][280/3757] lr: 3.201e-02, eta: 3 days, 13:06:20, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6875, loss_cls: 2.4999, loss: 2.4999, grad_norm: 3.3256 2020-08-04 15:26:09,695 - mmaction - INFO - Epoch [159][300/3757] lr: 3.201e-02, eta: 3 days, 13:06:01, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6797, loss_cls: 2.5186, loss: 2.5186, grad_norm: 3.4992 2020-08-04 15:26:25,417 - mmaction - INFO - Epoch [159][320/3757] lr: 3.201e-02, eta: 3 days, 13:05:41, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6805, loss_cls: 2.4433, loss: 2.4433, grad_norm: 3.3793 2020-08-04 15:26:41,173 - mmaction - INFO - Epoch [159][340/3757] lr: 3.201e-02, eta: 3 days, 13:05:21, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.7031, loss_cls: 2.4650, loss: 2.4650, grad_norm: 3.3815 2020-08-04 15:26:57,013 - mmaction - INFO - Epoch [159][360/3757] lr: 3.201e-02, eta: 3 days, 13:05:02, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6766, loss_cls: 2.5639, loss: 2.5639, grad_norm: 3.4079 2020-08-04 15:27:12,827 - mmaction - INFO - Epoch [159][380/3757] lr: 3.201e-02, eta: 3 days, 13:04:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6984, loss_cls: 2.4432, loss: 2.4432, grad_norm: 3.3501 2020-08-04 15:27:28,605 - mmaction - INFO - Epoch [159][400/3757] lr: 3.201e-02, eta: 3 days, 13:04:23, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6867, loss_cls: 2.5227, loss: 2.5227, grad_norm: 3.4110 2020-08-04 15:27:44,322 - mmaction - INFO - Epoch [159][420/3757] lr: 3.201e-02, eta: 3 days, 13:04:04, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6781, loss_cls: 2.6245, loss: 2.6245, grad_norm: 3.4034 2020-08-04 15:28:00,170 - mmaction - INFO - Epoch [159][440/3757] lr: 3.201e-02, eta: 3 days, 13:03:44, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6789, loss_cls: 2.5029, loss: 2.5029, grad_norm: 3.3722 2020-08-04 15:28:16,020 - mmaction - INFO - Epoch [159][460/3757] lr: 3.201e-02, eta: 3 days, 13:03:25, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7055, loss_cls: 2.4484, loss: 2.4484, grad_norm: 3.2975 2020-08-04 15:28:31,854 - mmaction - INFO - Epoch [159][480/3757] lr: 3.201e-02, eta: 3 days, 13:03:06, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6820, loss_cls: 2.4924, loss: 2.4924, grad_norm: 3.4547 2020-08-04 15:28:47,680 - mmaction - INFO - Epoch [159][500/3757] lr: 3.201e-02, eta: 3 days, 13:02:46, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6680, loss_cls: 2.4953, loss: 2.4953, grad_norm: 3.4501 2020-08-04 15:29:03,500 - mmaction - INFO - Epoch [159][520/3757] lr: 3.201e-02, eta: 3 days, 13:02:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6961, loss_cls: 2.4474, loss: 2.4474, grad_norm: 3.4334 2020-08-04 15:29:19,321 - mmaction - INFO - Epoch [159][540/3757] lr: 3.201e-02, eta: 3 days, 13:02:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6945, loss_cls: 2.5224, loss: 2.5224, grad_norm: 3.4386 2020-08-04 15:29:35,153 - mmaction - INFO - Epoch [159][560/3757] lr: 3.201e-02, eta: 3 days, 13:01:48, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7031, loss_cls: 2.3848, loss: 2.3848, grad_norm: 3.3377 2020-08-04 15:29:50,961 - mmaction - INFO - Epoch [159][580/3757] lr: 3.201e-02, eta: 3 days, 13:01:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.7039, loss_cls: 2.4418, loss: 2.4418, grad_norm: 3.3857 2020-08-04 15:30:06,828 - mmaction - INFO - Epoch [159][600/3757] lr: 3.201e-02, eta: 3 days, 13:01:10, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6828, loss_cls: 2.5292, loss: 2.5292, grad_norm: 3.4214 2020-08-04 15:30:22,548 - mmaction - INFO - Epoch [159][620/3757] lr: 3.201e-02, eta: 3 days, 13:00:50, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6859, loss_cls: 2.5129, loss: 2.5129, grad_norm: 3.4975 2020-08-04 15:30:38,425 - mmaction - INFO - Epoch [159][640/3757] lr: 3.201e-02, eta: 3 days, 13:00:31, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6711, loss_cls: 2.5528, loss: 2.5528, grad_norm: 3.4097 2020-08-04 15:30:54,251 - mmaction - INFO - Epoch [159][660/3757] lr: 3.201e-02, eta: 3 days, 13:00:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6852, loss_cls: 2.5704, loss: 2.5704, grad_norm: 3.3076 2020-08-04 15:31:10,051 - mmaction - INFO - Epoch [159][680/3757] lr: 3.201e-02, eta: 3 days, 12:59:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6797, loss_cls: 2.4942, loss: 2.4942, grad_norm: 3.3605 2020-08-04 15:31:25,865 - mmaction - INFO - Epoch [159][700/3757] lr: 3.201e-02, eta: 3 days, 12:59:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6859, loss_cls: 2.5183, loss: 2.5183, grad_norm: 3.3908 2020-08-04 15:31:41,683 - mmaction - INFO - Epoch [159][720/3757] lr: 3.201e-02, eta: 3 days, 12:59:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6656, loss_cls: 2.5750, loss: 2.5750, grad_norm: 3.5418 2020-08-04 15:31:57,545 - mmaction - INFO - Epoch [159][740/3757] lr: 3.201e-02, eta: 3 days, 12:58:54, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6594, loss_cls: 2.5868, loss: 2.5868, grad_norm: 3.4442 2020-08-04 15:32:13,305 - mmaction - INFO - Epoch [159][760/3757] lr: 3.201e-02, eta: 3 days, 12:58:35, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6609, loss_cls: 2.5751, loss: 2.5751, grad_norm: 3.4451 2020-08-04 15:32:29,088 - mmaction - INFO - Epoch [159][780/3757] lr: 3.201e-02, eta: 3 days, 12:58:15, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6703, loss_cls: 2.5700, loss: 2.5700, grad_norm: 3.4055 2020-08-04 15:32:44,855 - mmaction - INFO - Epoch [159][800/3757] lr: 3.201e-02, eta: 3 days, 12:57:56, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6656, loss_cls: 2.5979, loss: 2.5979, grad_norm: 3.4571 2020-08-04 15:33:00,709 - mmaction - INFO - Epoch [159][820/3757] lr: 3.201e-02, eta: 3 days, 12:57:36, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6789, loss_cls: 2.5027, loss: 2.5027, grad_norm: 3.4077 2020-08-04 15:33:16,568 - mmaction - INFO - Epoch [159][840/3757] lr: 3.201e-02, eta: 3 days, 12:57:17, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6789, loss_cls: 2.4956, loss: 2.4956, grad_norm: 3.4122 2020-08-04 15:33:32,367 - mmaction - INFO - Epoch [159][860/3757] lr: 3.201e-02, eta: 3 days, 12:56:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6625, loss_cls: 2.5635, loss: 2.5635, grad_norm: 3.4606 2020-08-04 15:33:48,212 - mmaction - INFO - Epoch [159][880/3757] lr: 3.201e-02, eta: 3 days, 12:56:39, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6797, loss_cls: 2.5881, loss: 2.5881, grad_norm: 3.4869 2020-08-04 15:34:03,997 - mmaction - INFO - Epoch [159][900/3757] lr: 3.201e-02, eta: 3 days, 12:56:19, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6633, loss_cls: 2.6159, loss: 2.6159, grad_norm: 3.4567 2020-08-04 15:34:19,854 - mmaction - INFO - Epoch [159][920/3757] lr: 3.201e-02, eta: 3 days, 12:56:00, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6789, loss_cls: 2.4787, loss: 2.4787, grad_norm: 3.5003 2020-08-04 15:34:35,665 - mmaction - INFO - Epoch [159][940/3757] lr: 3.201e-02, eta: 3 days, 12:55:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6570, loss_cls: 2.5984, loss: 2.5984, grad_norm: 3.3506 2020-08-04 15:34:51,498 - mmaction - INFO - Epoch [159][960/3757] lr: 3.201e-02, eta: 3 days, 12:55:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6859, loss_cls: 2.4686, loss: 2.4686, grad_norm: 3.2978 2020-08-04 15:35:07,391 - mmaction - INFO - Epoch [159][980/3757] lr: 3.201e-02, eta: 3 days, 12:55:02, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6750, loss_cls: 2.4632, loss: 2.4632, grad_norm: 3.3473 2020-08-04 15:35:23,074 - mmaction - INFO - Epoch [159][1000/3757] lr: 3.201e-02, eta: 3 days, 12:54:42, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6828, loss_cls: 2.5462, loss: 2.5462, grad_norm: 3.4253 2020-08-04 15:35:38,865 - mmaction - INFO - Epoch [159][1020/3757] lr: 3.201e-02, eta: 3 days, 12:54:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6891, loss_cls: 2.4874, loss: 2.4874, grad_norm: 3.4791 2020-08-04 15:35:54,637 - mmaction - INFO - Epoch [159][1040/3757] lr: 3.201e-02, eta: 3 days, 12:54:03, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6797, loss_cls: 2.4629, loss: 2.4629, grad_norm: 3.3765 2020-08-04 15:36:10,409 - mmaction - INFO - Epoch [159][1060/3757] lr: 3.201e-02, eta: 3 days, 12:53:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6734, loss_cls: 2.5384, loss: 2.5384, grad_norm: 3.3573 2020-08-04 15:36:26,137 - mmaction - INFO - Epoch [159][1080/3757] lr: 3.201e-02, eta: 3 days, 12:53:24, time: 0.785, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.7023, loss_cls: 2.4457, loss: 2.4457, grad_norm: 3.3295 2020-08-04 15:36:41,955 - mmaction - INFO - Epoch [159][1100/3757] lr: 3.201e-02, eta: 3 days, 12:53:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6805, loss_cls: 2.4878, loss: 2.4878, grad_norm: 3.4670 2020-08-04 15:36:57,634 - mmaction - INFO - Epoch [159][1120/3757] lr: 3.201e-02, eta: 3 days, 12:52:45, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6961, loss_cls: 2.4521, loss: 2.4521, grad_norm: 3.5732 2020-08-04 15:37:14,613 - mmaction - INFO - Epoch [159][1140/3757] lr: 3.201e-02, eta: 3 days, 12:52:30, time: 0.849, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6680, loss_cls: 2.5592, loss: 2.5592, grad_norm: 3.4874 2020-08-04 15:37:30,426 - mmaction - INFO - Epoch [159][1160/3757] lr: 3.201e-02, eta: 3 days, 12:52:10, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6727, loss_cls: 2.5778, loss: 2.5778, grad_norm: 3.5329 2020-08-04 15:37:46,164 - mmaction - INFO - Epoch [159][1180/3757] lr: 3.201e-02, eta: 3 days, 12:51:51, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6945, loss_cls: 2.4236, loss: 2.4236, grad_norm: 3.3886 2020-08-04 15:38:01,911 - mmaction - INFO - Epoch [159][1200/3757] lr: 3.201e-02, eta: 3 days, 12:51:31, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6836, loss_cls: 2.4946, loss: 2.4946, grad_norm: 3.4406 2020-08-04 15:38:17,716 - mmaction - INFO - Epoch [159][1220/3757] lr: 3.201e-02, eta: 3 days, 12:51:12, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6797, loss_cls: 2.5321, loss: 2.5321, grad_norm: 3.4234 2020-08-04 15:38:33,518 - mmaction - INFO - Epoch [159][1240/3757] lr: 3.201e-02, eta: 3 days, 12:50:52, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6727, loss_cls: 2.5496, loss: 2.5496, grad_norm: 3.4670 2020-08-04 15:38:49,284 - mmaction - INFO - Epoch [159][1260/3757] lr: 3.201e-02, eta: 3 days, 12:50:33, time: 0.789, data_time: 0.008, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6680, loss_cls: 2.5341, loss: 2.5341, grad_norm: 3.4785 2020-08-04 15:39:05,123 - mmaction - INFO - Epoch [159][1280/3757] lr: 3.201e-02, eta: 3 days, 12:50:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.4912, loss: 2.4912, grad_norm: 3.4212 2020-08-04 15:39:20,937 - mmaction - INFO - Epoch [159][1300/3757] lr: 3.201e-02, eta: 3 days, 12:49:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6648, loss_cls: 2.6329, loss: 2.6329, grad_norm: 3.4589 2020-08-04 15:39:36,879 - mmaction - INFO - Epoch [159][1320/3757] lr: 3.201e-02, eta: 3 days, 12:49:35, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6766, loss_cls: 2.5571, loss: 2.5571, grad_norm: 3.3588 2020-08-04 15:39:52,700 - mmaction - INFO - Epoch [159][1340/3757] lr: 3.201e-02, eta: 3 days, 12:49:16, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6703, loss_cls: 2.5442, loss: 2.5442, grad_norm: 3.3596 2020-08-04 15:40:08,533 - mmaction - INFO - Epoch [159][1360/3757] lr: 3.201e-02, eta: 3 days, 12:48:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6789, loss_cls: 2.5455, loss: 2.5455, grad_norm: 3.3774 2020-08-04 15:40:24,260 - mmaction - INFO - Epoch [159][1380/3757] lr: 3.201e-02, eta: 3 days, 12:48:37, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6617, loss_cls: 2.5957, loss: 2.5957, grad_norm: 3.3657 2020-08-04 15:40:40,081 - mmaction - INFO - Epoch [159][1400/3757] lr: 3.201e-02, eta: 3 days, 12:48:18, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6727, loss_cls: 2.5075, loss: 2.5075, grad_norm: 3.3646 2020-08-04 15:40:55,866 - mmaction - INFO - Epoch [159][1420/3757] lr: 3.201e-02, eta: 3 days, 12:47:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6977, loss_cls: 2.4438, loss: 2.4438, grad_norm: 3.3725 2020-08-04 15:41:11,712 - mmaction - INFO - Epoch [159][1440/3757] lr: 3.201e-02, eta: 3 days, 12:47:39, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6703, loss_cls: 2.5782, loss: 2.5782, grad_norm: 3.4807 2020-08-04 15:41:27,502 - mmaction - INFO - Epoch [159][1460/3757] lr: 3.201e-02, eta: 3 days, 12:47:20, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.3961, top5_acc: 0.6516, loss_cls: 2.6776, loss: 2.6776, grad_norm: 3.4134 2020-08-04 15:41:48,432 - mmaction - INFO - Epoch [159][1480/3757] lr: 3.201e-02, eta: 3 days, 12:47:17, time: 1.047, data_time: 0.259, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6766, loss_cls: 2.4719, loss: 2.4719, grad_norm: 3.3377 2020-08-04 15:42:04,274 - mmaction - INFO - Epoch [159][1500/3757] lr: 3.201e-02, eta: 3 days, 12:46:58, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6883, loss_cls: 2.5099, loss: 2.5099, grad_norm: 3.4527 2020-08-04 15:42:20,073 - mmaction - INFO - Epoch [159][1520/3757] lr: 3.201e-02, eta: 3 days, 12:46:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6383, loss_cls: 2.6747, loss: 2.6747, grad_norm: 3.4334 2020-08-04 15:42:35,818 - mmaction - INFO - Epoch [159][1540/3757] lr: 3.201e-02, eta: 3 days, 12:46:19, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6781, loss_cls: 2.5462, loss: 2.5462, grad_norm: 3.3808 2020-08-04 15:42:51,695 - mmaction - INFO - Epoch [159][1560/3757] lr: 3.201e-02, eta: 3 days, 12:46:00, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6852, loss_cls: 2.4560, loss: 2.4560, grad_norm: 3.3241 2020-08-04 15:43:07,463 - mmaction - INFO - Epoch [159][1580/3757] lr: 3.201e-02, eta: 3 days, 12:45:40, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6539, loss_cls: 2.6209, loss: 2.6209, grad_norm: 3.3146 2020-08-04 15:43:23,371 - mmaction - INFO - Epoch [159][1600/3757] lr: 3.201e-02, eta: 3 days, 12:45:21, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6945, loss_cls: 2.4204, loss: 2.4204, grad_norm: 3.2081 2020-08-04 15:43:39,093 - mmaction - INFO - Epoch [159][1620/3757] lr: 3.201e-02, eta: 3 days, 12:45:02, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6883, loss_cls: 2.4677, loss: 2.4677, grad_norm: 3.3497 2020-08-04 15:43:54,939 - mmaction - INFO - Epoch [159][1640/3757] lr: 3.201e-02, eta: 3 days, 12:44:42, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6797, loss_cls: 2.5595, loss: 2.5595, grad_norm: 3.4523 2020-08-04 15:44:10,724 - mmaction - INFO - Epoch [159][1660/3757] lr: 3.201e-02, eta: 3 days, 12:44:23, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6914, loss_cls: 2.4226, loss: 2.4226, grad_norm: 3.3979 2020-08-04 15:44:26,556 - mmaction - INFO - Epoch [159][1680/3757] lr: 3.201e-02, eta: 3 days, 12:44:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6680, loss_cls: 2.5837, loss: 2.5837, grad_norm: 3.5622 2020-08-04 15:44:42,324 - mmaction - INFO - Epoch [159][1700/3757] lr: 3.201e-02, eta: 3 days, 12:43:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6813, loss_cls: 2.5844, loss: 2.5844, grad_norm: 3.4506 2020-08-04 15:44:58,133 - mmaction - INFO - Epoch [159][1720/3757] lr: 3.201e-02, eta: 3 days, 12:43:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6906, loss_cls: 2.5250, loss: 2.5250, grad_norm: 3.3682 2020-08-04 15:45:14,016 - mmaction - INFO - Epoch [159][1740/3757] lr: 3.201e-02, eta: 3 days, 12:43:06, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6687, loss_cls: 2.6221, loss: 2.6221, grad_norm: 3.5311 2020-08-04 15:45:29,815 - mmaction - INFO - Epoch [159][1760/3757] lr: 3.201e-02, eta: 3 days, 12:42:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6930, loss_cls: 2.5073, loss: 2.5073, grad_norm: 3.3747 2020-08-04 15:45:45,618 - mmaction - INFO - Epoch [159][1780/3757] lr: 3.201e-02, eta: 3 days, 12:42:27, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6875, loss_cls: 2.4867, loss: 2.4867, grad_norm: 3.2716 2020-08-04 15:46:01,425 - mmaction - INFO - Epoch [159][1800/3757] lr: 3.201e-02, eta: 3 days, 12:42:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6773, loss_cls: 2.5822, loss: 2.5822, grad_norm: 3.3337 2020-08-04 15:46:17,202 - mmaction - INFO - Epoch [159][1820/3757] lr: 3.201e-02, eta: 3 days, 12:41:48, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6875, loss_cls: 2.5053, loss: 2.5053, grad_norm: 3.4821 2020-08-04 15:46:33,062 - mmaction - INFO - Epoch [159][1840/3757] lr: 3.201e-02, eta: 3 days, 12:41:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6711, loss_cls: 2.5665, loss: 2.5665, grad_norm: 3.4312 2020-08-04 15:46:48,851 - mmaction - INFO - Epoch [159][1860/3757] lr: 3.201e-02, eta: 3 days, 12:41:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6625, loss_cls: 2.5869, loss: 2.5869, grad_norm: 3.4078 2020-08-04 15:47:04,732 - mmaction - INFO - Epoch [159][1880/3757] lr: 3.201e-02, eta: 3 days, 12:40:51, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6773, loss_cls: 2.5570, loss: 2.5570, grad_norm: 3.3936 2020-08-04 15:47:20,560 - mmaction - INFO - Epoch [159][1900/3757] lr: 3.201e-02, eta: 3 days, 12:40:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6711, loss_cls: 2.5647, loss: 2.5647, grad_norm: 3.4674 2020-08-04 15:47:36,335 - mmaction - INFO - Epoch [159][1920/3757] lr: 3.201e-02, eta: 3 days, 12:40:12, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6789, loss_cls: 2.5207, loss: 2.5207, grad_norm: 3.3765 2020-08-04 15:47:52,146 - mmaction - INFO - Epoch [159][1940/3757] lr: 3.201e-02, eta: 3 days, 12:39:53, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6891, loss_cls: 2.4761, loss: 2.4761, grad_norm: 3.4514 2020-08-04 15:48:07,915 - mmaction - INFO - Epoch [159][1960/3757] lr: 3.201e-02, eta: 3 days, 12:39:33, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6961, loss_cls: 2.4531, loss: 2.4531, grad_norm: 3.2989 2020-08-04 15:48:23,719 - mmaction - INFO - Epoch [159][1980/3757] lr: 3.201e-02, eta: 3 days, 12:39:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6852, loss_cls: 2.5496, loss: 2.5496, grad_norm: 3.4422 2020-08-04 15:48:39,507 - mmaction - INFO - Epoch [159][2000/3757] lr: 3.201e-02, eta: 3 days, 12:38:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6813, loss_cls: 2.5642, loss: 2.5642, grad_norm: 3.5290 2020-08-04 15:48:55,409 - mmaction - INFO - Epoch [159][2020/3757] lr: 3.201e-02, eta: 3 days, 12:38:36, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6828, loss_cls: 2.5229, loss: 2.5229, grad_norm: 3.3172 2020-08-04 15:49:11,217 - mmaction - INFO - Epoch [159][2040/3757] lr: 3.201e-02, eta: 3 days, 12:38:16, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6891, loss_cls: 2.5283, loss: 2.5283, grad_norm: 3.3112 2020-08-04 15:49:26,998 - mmaction - INFO - Epoch [159][2060/3757] lr: 3.201e-02, eta: 3 days, 12:37:57, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6984, loss_cls: 2.4366, loss: 2.4366, grad_norm: 3.3614 2020-08-04 15:49:42,856 - mmaction - INFO - Epoch [159][2080/3757] lr: 3.201e-02, eta: 3 days, 12:37:38, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6703, loss_cls: 2.5045, loss: 2.5045, grad_norm: 3.4671 2020-08-04 15:49:58,657 - mmaction - INFO - Epoch [159][2100/3757] lr: 3.201e-02, eta: 3 days, 12:37:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6883, loss_cls: 2.5246, loss: 2.5246, grad_norm: 3.5624 2020-08-04 15:50:14,475 - mmaction - INFO - Epoch [159][2120/3757] lr: 3.201e-02, eta: 3 days, 12:36:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6711, loss_cls: 2.5679, loss: 2.5679, grad_norm: 3.4232 2020-08-04 15:50:30,267 - mmaction - INFO - Epoch [159][2140/3757] lr: 3.201e-02, eta: 3 days, 12:36:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6719, loss_cls: 2.5560, loss: 2.5560, grad_norm: 3.4473 2020-08-04 15:50:46,053 - mmaction - INFO - Epoch [159][2160/3757] lr: 3.201e-02, eta: 3 days, 12:36:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6703, loss_cls: 2.5539, loss: 2.5539, grad_norm: 3.3926 2020-08-04 15:51:01,856 - mmaction - INFO - Epoch [159][2180/3757] lr: 3.201e-02, eta: 3 days, 12:36:01, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6766, loss_cls: 2.4970, loss: 2.4970, grad_norm: 3.3344 2020-08-04 15:51:17,686 - mmaction - INFO - Epoch [159][2200/3757] lr: 3.201e-02, eta: 3 days, 12:35:42, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6672, loss_cls: 2.5462, loss: 2.5462, grad_norm: 3.3371 2020-08-04 15:51:36,391 - mmaction - INFO - Epoch [159][2220/3757] lr: 3.201e-02, eta: 3 days, 12:35:32, time: 0.934, data_time: 0.003, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6875, loss_cls: 2.4938, loss: 2.4938, grad_norm: 3.4515 2020-08-04 15:51:55,465 - mmaction - INFO - Epoch [159][2240/3757] lr: 3.201e-02, eta: 3 days, 12:35:23, time: 0.954, data_time: 0.166, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6875, loss_cls: 2.5398, loss: 2.5398, grad_norm: 3.4518 2020-08-04 15:52:12,217 - mmaction - INFO - Epoch [159][2260/3757] lr: 3.201e-02, eta: 3 days, 12:35:07, time: 0.838, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6922, loss_cls: 2.5098, loss: 2.5098, grad_norm: 3.5060 2020-08-04 15:52:28,126 - mmaction - INFO - Epoch [159][2280/3757] lr: 3.201e-02, eta: 3 days, 12:34:48, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6742, loss_cls: 2.5771, loss: 2.5771, grad_norm: 3.4845 2020-08-04 15:52:44,073 - mmaction - INFO - Epoch [159][2300/3757] lr: 3.201e-02, eta: 3 days, 12:34:29, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6656, loss_cls: 2.5477, loss: 2.5477, grad_norm: 3.3642 2020-08-04 15:53:01,780 - mmaction - INFO - Epoch [159][2320/3757] lr: 3.201e-02, eta: 3 days, 12:34:15, time: 0.885, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7055, loss_cls: 2.3780, loss: 2.3780, grad_norm: 3.3535 2020-08-04 15:53:18,322 - mmaction - INFO - Epoch [159][2340/3757] lr: 3.201e-02, eta: 3 days, 12:33:59, time: 0.828, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7000, loss_cls: 2.4413, loss: 2.4413, grad_norm: 3.3967 2020-08-04 15:53:34,222 - mmaction - INFO - Epoch [159][2360/3757] lr: 3.201e-02, eta: 3 days, 12:33:40, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6680, loss_cls: 2.5205, loss: 2.5205, grad_norm: 3.4389 2020-08-04 15:53:50,406 - mmaction - INFO - Epoch [159][2380/3757] lr: 3.201e-02, eta: 3 days, 12:33:21, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6711, loss_cls: 2.5529, loss: 2.5529, grad_norm: 3.3637 2020-08-04 15:54:06,979 - mmaction - INFO - Epoch [159][2400/3757] lr: 3.201e-02, eta: 3 days, 12:33:05, time: 0.830, data_time: 0.005, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6555, loss_cls: 2.6767, loss: 2.6767, grad_norm: 3.5440 2020-08-04 15:54:23,254 - mmaction - INFO - Epoch [159][2420/3757] lr: 3.201e-02, eta: 3 days, 12:32:47, time: 0.814, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6883, loss_cls: 2.4881, loss: 2.4881, grad_norm: 3.4269 2020-08-04 15:54:43,298 - mmaction - INFO - Epoch [159][2440/3757] lr: 3.201e-02, eta: 3 days, 12:32:41, time: 1.001, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.7070, loss_cls: 2.4854, loss: 2.4854, grad_norm: 3.3879 2020-08-04 15:54:59,499 - mmaction - INFO - Epoch [159][2460/3757] lr: 3.201e-02, eta: 3 days, 12:32:23, time: 0.811, data_time: 0.005, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.3764, loss: 2.3764, grad_norm: 3.3575 2020-08-04 15:55:15,275 - mmaction - INFO - Epoch [159][2480/3757] lr: 3.201e-02, eta: 3 days, 12:32:03, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6797, loss_cls: 2.5107, loss: 2.5107, grad_norm: 3.5021 2020-08-04 15:55:31,151 - mmaction - INFO - Epoch [159][2500/3757] lr: 3.201e-02, eta: 3 days, 12:31:44, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6609, loss_cls: 2.6301, loss: 2.6301, grad_norm: 3.4743 2020-08-04 15:55:47,016 - mmaction - INFO - Epoch [159][2520/3757] lr: 3.201e-02, eta: 3 days, 12:31:25, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6859, loss_cls: 2.5176, loss: 2.5176, grad_norm: 3.3923 2020-08-04 15:56:02,913 - mmaction - INFO - Epoch [159][2540/3757] lr: 3.201e-02, eta: 3 days, 12:31:06, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7016, loss_cls: 2.4617, loss: 2.4617, grad_norm: 3.3787 2020-08-04 15:56:18,703 - mmaction - INFO - Epoch [159][2560/3757] lr: 3.201e-02, eta: 3 days, 12:30:47, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6734, loss_cls: 2.6751, loss: 2.6751, grad_norm: 3.3991 2020-08-04 15:56:34,484 - mmaction - INFO - Epoch [159][2580/3757] lr: 3.201e-02, eta: 3 days, 12:30:28, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6875, loss_cls: 2.4617, loss: 2.4617, grad_norm: 3.3152 2020-08-04 15:56:50,410 - mmaction - INFO - Epoch [159][2600/3757] lr: 3.201e-02, eta: 3 days, 12:30:09, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6805, loss_cls: 2.5226, loss: 2.5226, grad_norm: 3.3895 2020-08-04 15:57:06,217 - mmaction - INFO - Epoch [159][2620/3757] lr: 3.201e-02, eta: 3 days, 12:29:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.7023, loss_cls: 2.4334, loss: 2.4334, grad_norm: 3.3281 2020-08-04 15:57:22,550 - mmaction - INFO - Epoch [159][2640/3757] lr: 3.201e-02, eta: 3 days, 12:29:32, time: 0.815, data_time: 0.007, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6758, loss_cls: 2.5886, loss: 2.5886, grad_norm: 3.4606 2020-08-04 15:57:38,337 - mmaction - INFO - Epoch [159][2660/3757] lr: 3.201e-02, eta: 3 days, 12:29:12, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4492, top5_acc: 0.7172, loss_cls: 2.3669, loss: 2.3669, grad_norm: 3.3478 2020-08-04 15:57:54,125 - mmaction - INFO - Epoch [159][2680/3757] lr: 3.201e-02, eta: 3 days, 12:28:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6758, loss_cls: 2.5446, loss: 2.5446, grad_norm: 3.4679 2020-08-04 15:58:09,911 - mmaction - INFO - Epoch [159][2700/3757] lr: 3.201e-02, eta: 3 days, 12:28:34, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6609, loss_cls: 2.5841, loss: 2.5841, grad_norm: 3.4676 2020-08-04 15:58:25,787 - mmaction - INFO - Epoch [159][2720/3757] lr: 3.201e-02, eta: 3 days, 12:28:15, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6914, loss_cls: 2.4932, loss: 2.4932, grad_norm: 3.4514 2020-08-04 15:58:41,573 - mmaction - INFO - Epoch [159][2740/3757] lr: 3.201e-02, eta: 3 days, 12:27:55, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6695, loss_cls: 2.5854, loss: 2.5854, grad_norm: 3.5500 2020-08-04 15:58:57,428 - mmaction - INFO - Epoch [159][2760/3757] lr: 3.201e-02, eta: 3 days, 12:27:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6875, loss_cls: 2.5037, loss: 2.5037, grad_norm: 3.4814 2020-08-04 15:59:13,194 - mmaction - INFO - Epoch [159][2780/3757] lr: 3.201e-02, eta: 3 days, 12:27:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6719, loss_cls: 2.6141, loss: 2.6141, grad_norm: 3.6197 2020-08-04 15:59:29,066 - mmaction - INFO - Epoch [159][2800/3757] lr: 3.201e-02, eta: 3 days, 12:26:58, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6820, loss_cls: 2.5007, loss: 2.5007, grad_norm: 3.3692 2020-08-04 15:59:44,822 - mmaction - INFO - Epoch [159][2820/3757] lr: 3.201e-02, eta: 3 days, 12:26:38, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6734, loss_cls: 2.5693, loss: 2.5693, grad_norm: 3.3316 2020-08-04 16:00:00,632 - mmaction - INFO - Epoch [159][2840/3757] lr: 3.201e-02, eta: 3 days, 12:26:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6859, loss_cls: 2.5350, loss: 2.5350, grad_norm: 3.3427 2020-08-04 16:00:23,103 - mmaction - INFO - Epoch [159][2860/3757] lr: 3.201e-02, eta: 3 days, 12:26:21, time: 1.121, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6977, loss_cls: 2.4476, loss: 2.4476, grad_norm: 3.3672 2020-08-04 16:00:38,867 - mmaction - INFO - Epoch [159][2880/3757] lr: 3.201e-02, eta: 3 days, 12:26:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6883, loss_cls: 2.4807, loss: 2.4807, grad_norm: 3.5162 2020-08-04 16:00:54,625 - mmaction - INFO - Epoch [159][2900/3757] lr: 3.201e-02, eta: 3 days, 12:25:42, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6781, loss_cls: 2.5118, loss: 2.5118, grad_norm: 3.4784 2020-08-04 16:01:10,518 - mmaction - INFO - Epoch [159][2920/3757] lr: 3.201e-02, eta: 3 days, 12:25:23, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6773, loss_cls: 2.5285, loss: 2.5285, grad_norm: 3.3884 2020-08-04 16:01:26,335 - mmaction - INFO - Epoch [159][2940/3757] lr: 3.201e-02, eta: 3 days, 12:25:04, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6828, loss_cls: 2.5606, loss: 2.5606, grad_norm: 3.4278 2020-08-04 16:01:42,156 - mmaction - INFO - Epoch [159][2960/3757] lr: 3.201e-02, eta: 3 days, 12:24:44, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6867, loss_cls: 2.4088, loss: 2.4088, grad_norm: 3.3481 2020-08-04 16:01:57,985 - mmaction - INFO - Epoch [159][2980/3757] lr: 3.201e-02, eta: 3 days, 12:24:25, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6742, loss_cls: 2.6031, loss: 2.6031, grad_norm: 3.4036 2020-08-04 16:02:13,905 - mmaction - INFO - Epoch [159][3000/3757] lr: 3.201e-02, eta: 3 days, 12:24:06, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6852, loss_cls: 2.4771, loss: 2.4771, grad_norm: 3.5068 2020-08-04 16:02:29,665 - mmaction - INFO - Epoch [159][3020/3757] lr: 3.201e-02, eta: 3 days, 12:23:47, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6562, loss_cls: 2.5853, loss: 2.5853, grad_norm: 3.5222 2020-08-04 16:02:45,483 - mmaction - INFO - Epoch [159][3040/3757] lr: 3.201e-02, eta: 3 days, 12:23:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6719, loss_cls: 2.5487, loss: 2.5487, grad_norm: 3.4297 2020-08-04 16:03:01,279 - mmaction - INFO - Epoch [159][3060/3757] lr: 3.201e-02, eta: 3 days, 12:23:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6852, loss_cls: 2.5147, loss: 2.5147, grad_norm: 3.3161 2020-08-04 16:03:17,538 - mmaction - INFO - Epoch [159][3080/3757] lr: 3.201e-02, eta: 3 days, 12:22:50, time: 0.813, data_time: 0.027, memory: 6192, top1_acc: 0.4688, top5_acc: 0.6984, loss_cls: 2.4019, loss: 2.4019, grad_norm: 3.3841 2020-08-04 16:03:33,362 - mmaction - INFO - Epoch [159][3100/3757] lr: 3.201e-02, eta: 3 days, 12:22:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6813, loss_cls: 2.5399, loss: 2.5399, grad_norm: 3.4204 2020-08-04 16:03:49,131 - mmaction - INFO - Epoch [159][3120/3757] lr: 3.201e-02, eta: 3 days, 12:22:12, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6891, loss_cls: 2.4497, loss: 2.4497, grad_norm: 3.4141 2020-08-04 16:04:04,926 - mmaction - INFO - Epoch [159][3140/3757] lr: 3.201e-02, eta: 3 days, 12:21:53, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4031, top5_acc: 0.6727, loss_cls: 2.6474, loss: 2.6474, grad_norm: 3.4217 2020-08-04 16:04:20,725 - mmaction - INFO - Epoch [159][3160/3757] lr: 3.201e-02, eta: 3 days, 12:21:33, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6742, loss_cls: 2.5771, loss: 2.5771, grad_norm: 3.3062 2020-08-04 16:04:36,462 - mmaction - INFO - Epoch [159][3180/3757] lr: 3.201e-02, eta: 3 days, 12:21:14, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6898, loss_cls: 2.4293, loss: 2.4293, grad_norm: 3.3065 2020-08-04 16:04:52,212 - mmaction - INFO - Epoch [159][3200/3757] lr: 3.201e-02, eta: 3 days, 12:20:54, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6609, loss_cls: 2.6103, loss: 2.6103, grad_norm: 3.4776 2020-08-04 16:05:08,038 - mmaction - INFO - Epoch [159][3220/3757] lr: 3.201e-02, eta: 3 days, 12:20:35, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6703, loss_cls: 2.5706, loss: 2.5706, grad_norm: 3.3728 2020-08-04 16:05:23,821 - mmaction - INFO - Epoch [159][3240/3757] lr: 3.201e-02, eta: 3 days, 12:20:16, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7117, loss_cls: 2.3790, loss: 2.3790, grad_norm: 3.4593 2020-08-04 16:05:39,667 - mmaction - INFO - Epoch [159][3260/3757] lr: 3.201e-02, eta: 3 days, 12:19:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6789, loss_cls: 2.5251, loss: 2.5251, grad_norm: 3.4370 2020-08-04 16:05:55,464 - mmaction - INFO - Epoch [159][3280/3757] lr: 3.201e-02, eta: 3 days, 12:19:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6703, loss_cls: 2.5789, loss: 2.5789, grad_norm: 3.4206 2020-08-04 16:06:11,317 - mmaction - INFO - Epoch [159][3300/3757] lr: 3.201e-02, eta: 3 days, 12:19:18, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6789, loss_cls: 2.4887, loss: 2.4887, grad_norm: 3.4941 2020-08-04 16:06:27,143 - mmaction - INFO - Epoch [159][3320/3757] lr: 3.201e-02, eta: 3 days, 12:18:59, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6742, loss_cls: 2.5524, loss: 2.5524, grad_norm: 3.4785 2020-08-04 16:06:42,971 - mmaction - INFO - Epoch [159][3340/3757] lr: 3.201e-02, eta: 3 days, 12:18:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6641, loss_cls: 2.6537, loss: 2.6537, grad_norm: 3.5106 2020-08-04 16:06:58,794 - mmaction - INFO - Epoch [159][3360/3757] lr: 3.201e-02, eta: 3 days, 12:18:21, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6703, loss_cls: 2.5798, loss: 2.5798, grad_norm: 3.4194 2020-08-04 16:07:14,616 - mmaction - INFO - Epoch [159][3380/3757] lr: 3.201e-02, eta: 3 days, 12:18:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6820, loss_cls: 2.5156, loss: 2.5156, grad_norm: 3.3989 2020-08-04 16:07:30,367 - mmaction - INFO - Epoch [159][3400/3757] lr: 3.201e-02, eta: 3 days, 12:17:42, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6836, loss_cls: 2.5447, loss: 2.5447, grad_norm: 3.5091 2020-08-04 16:07:46,150 - mmaction - INFO - Epoch [159][3420/3757] lr: 3.201e-02, eta: 3 days, 12:17:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6672, loss_cls: 2.5635, loss: 2.5635, grad_norm: 3.5087 2020-08-04 16:08:02,049 - mmaction - INFO - Epoch [159][3440/3757] lr: 3.201e-02, eta: 3 days, 12:17:04, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6523, loss_cls: 2.6705, loss: 2.6705, grad_norm: 3.3376 2020-08-04 16:08:23,925 - mmaction - INFO - Epoch [159][3460/3757] lr: 3.201e-02, eta: 3 days, 12:17:04, time: 1.095, data_time: 0.005, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6742, loss_cls: 2.5018, loss: 2.5018, grad_norm: 3.3549 2020-08-04 16:08:39,705 - mmaction - INFO - Epoch [159][3480/3757] lr: 3.201e-02, eta: 3 days, 12:16:44, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6781, loss_cls: 2.5853, loss: 2.5853, grad_norm: 3.4814 2020-08-04 16:08:55,526 - mmaction - INFO - Epoch [159][3500/3757] lr: 3.201e-02, eta: 3 days, 12:16:25, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6711, loss_cls: 2.5644, loss: 2.5644, grad_norm: 3.4050 2020-08-04 16:09:11,982 - mmaction - INFO - Epoch [159][3520/3757] lr: 3.201e-02, eta: 3 days, 12:16:08, time: 0.822, data_time: 0.025, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6547, loss_cls: 2.6674, loss: 2.6674, grad_norm: 3.4611 2020-08-04 16:09:28,572 - mmaction - INFO - Epoch [159][3540/3757] lr: 3.201e-02, eta: 3 days, 12:15:51, time: 0.828, data_time: 0.004, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6594, loss_cls: 2.6672, loss: 2.6672, grad_norm: 3.4777 2020-08-04 16:09:45,343 - mmaction - INFO - Epoch [159][3560/3757] lr: 3.201e-02, eta: 3 days, 12:15:35, time: 0.840, data_time: 0.030, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6664, loss_cls: 2.5706, loss: 2.5706, grad_norm: 3.3139 2020-08-04 16:10:05,421 - mmaction - INFO - Epoch [159][3580/3757] lr: 3.201e-02, eta: 3 days, 12:15:29, time: 1.003, data_time: 0.003, memory: 6192, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.6276, loss: 2.6276, grad_norm: 3.3328 2020-08-04 16:10:21,110 - mmaction - INFO - Epoch [159][3600/3757] lr: 3.201e-02, eta: 3 days, 12:15:09, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6734, loss_cls: 2.5729, loss: 2.5729, grad_norm: 3.3241 2020-08-04 16:10:37,063 - mmaction - INFO - Epoch [159][3620/3757] lr: 3.201e-02, eta: 3 days, 12:14:51, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6672, loss_cls: 2.6141, loss: 2.6141, grad_norm: 3.3887 2020-08-04 16:10:52,776 - mmaction - INFO - Epoch [159][3640/3757] lr: 3.201e-02, eta: 3 days, 12:14:31, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6789, loss_cls: 2.5761, loss: 2.5761, grad_norm: 3.3870 2020-08-04 16:11:08,619 - mmaction - INFO - Epoch [159][3660/3757] lr: 3.201e-02, eta: 3 days, 12:14:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6727, loss_cls: 2.5584, loss: 2.5584, grad_norm: 3.3937 2020-08-04 16:11:24,463 - mmaction - INFO - Epoch [159][3680/3757] lr: 3.201e-02, eta: 3 days, 12:13:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6844, loss_cls: 2.5486, loss: 2.5486, grad_norm: 3.3235 2020-08-04 16:11:40,258 - mmaction - INFO - Epoch [159][3700/3757] lr: 3.201e-02, eta: 3 days, 12:13:33, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6727, loss_cls: 2.5881, loss: 2.5881, grad_norm: 3.3579 2020-08-04 16:11:56,121 - mmaction - INFO - Epoch [159][3720/3757] lr: 3.201e-02, eta: 3 days, 12:13:14, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6906, loss_cls: 2.4800, loss: 2.4800, grad_norm: 3.3307 2020-08-04 16:12:11,972 - mmaction - INFO - Epoch [159][3740/3757] lr: 3.201e-02, eta: 3 days, 12:12:55, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6789, loss_cls: 2.5702, loss: 2.5702, grad_norm: 3.4285 2020-08-04 16:16:19,893 - mmaction - INFO - Epoch [160][20/3757] lr: 3.143e-02, eta: 3 days, 12:21:54, time: 10.641, data_time: 9.647, memory: 6192, top1_acc: 0.4344, top5_acc: 0.7008, loss_cls: 2.4515, loss: 2.4515, grad_norm: 3.3442 2020-08-04 16:16:35,606 - mmaction - INFO - Epoch [160][40/3757] lr: 3.143e-02, eta: 3 days, 12:21:35, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6859, loss_cls: 2.4767, loss: 2.4767, grad_norm: 3.3869 2020-08-04 16:16:51,348 - mmaction - INFO - Epoch [160][60/3757] lr: 3.143e-02, eta: 3 days, 12:21:15, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6742, loss_cls: 2.4745, loss: 2.4745, grad_norm: 3.3720 2020-08-04 16:17:07,243 - mmaction - INFO - Epoch [160][80/3757] lr: 3.143e-02, eta: 3 days, 12:20:56, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.3427, loss: 2.3427, grad_norm: 3.3766 2020-08-04 16:17:23,074 - mmaction - INFO - Epoch [160][100/3757] lr: 3.143e-02, eta: 3 days, 12:20:37, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6766, loss_cls: 2.5177, loss: 2.5177, grad_norm: 3.4523 2020-08-04 16:17:38,850 - mmaction - INFO - Epoch [160][120/3757] lr: 3.143e-02, eta: 3 days, 12:20:17, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6883, loss_cls: 2.4361, loss: 2.4361, grad_norm: 3.3224 2020-08-04 16:17:54,752 - mmaction - INFO - Epoch [160][140/3757] lr: 3.143e-02, eta: 3 days, 12:19:58, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6750, loss_cls: 2.5195, loss: 2.5195, grad_norm: 3.3810 2020-08-04 16:18:10,615 - mmaction - INFO - Epoch [160][160/3757] lr: 3.143e-02, eta: 3 days, 12:19:39, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7094, loss_cls: 2.3795, loss: 2.3795, grad_norm: 3.4135 2020-08-04 16:18:26,432 - mmaction - INFO - Epoch [160][180/3757] lr: 3.143e-02, eta: 3 days, 12:19:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6680, loss_cls: 2.5748, loss: 2.5748, grad_norm: 3.4478 2020-08-04 16:18:42,315 - mmaction - INFO - Epoch [160][200/3757] lr: 3.143e-02, eta: 3 days, 12:19:01, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6828, loss_cls: 2.4788, loss: 2.4788, grad_norm: 3.3466 2020-08-04 16:18:58,173 - mmaction - INFO - Epoch [160][220/3757] lr: 3.143e-02, eta: 3 days, 12:18:41, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6852, loss_cls: 2.4809, loss: 2.4809, grad_norm: 3.3552 2020-08-04 16:19:13,972 - mmaction - INFO - Epoch [160][240/3757] lr: 3.143e-02, eta: 3 days, 12:18:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6625, loss_cls: 2.6079, loss: 2.6079, grad_norm: 3.4313 2020-08-04 16:19:29,818 - mmaction - INFO - Epoch [160][260/3757] lr: 3.143e-02, eta: 3 days, 12:18:03, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7102, loss_cls: 2.3381, loss: 2.3381, grad_norm: 3.3631 2020-08-04 16:19:45,665 - mmaction - INFO - Epoch [160][280/3757] lr: 3.143e-02, eta: 3 days, 12:17:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6914, loss_cls: 2.4675, loss: 2.4675, grad_norm: 3.4522 2020-08-04 16:20:01,462 - mmaction - INFO - Epoch [160][300/3757] lr: 3.143e-02, eta: 3 days, 12:17:24, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6867, loss_cls: 2.5449, loss: 2.5449, grad_norm: 3.4148 2020-08-04 16:20:17,249 - mmaction - INFO - Epoch [160][320/3757] lr: 3.143e-02, eta: 3 days, 12:17:05, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6883, loss_cls: 2.5185, loss: 2.5185, grad_norm: 3.4733 2020-08-04 16:20:33,087 - mmaction - INFO - Epoch [160][340/3757] lr: 3.143e-02, eta: 3 days, 12:16:45, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6523, loss_cls: 2.5627, loss: 2.5627, grad_norm: 3.4467 2020-08-04 16:20:48,998 - mmaction - INFO - Epoch [160][360/3757] lr: 3.143e-02, eta: 3 days, 12:16:26, time: 0.794, data_time: 0.007, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6828, loss_cls: 2.5008, loss: 2.5008, grad_norm: 3.4884 2020-08-04 16:21:04,886 - mmaction - INFO - Epoch [160][380/3757] lr: 3.143e-02, eta: 3 days, 12:16:07, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6961, loss_cls: 2.4807, loss: 2.4807, grad_norm: 3.4913 2020-08-04 16:21:21,048 - mmaction - INFO - Epoch [160][400/3757] lr: 3.143e-02, eta: 3 days, 12:15:49, time: 0.809, data_time: 0.005, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6750, loss_cls: 2.5225, loss: 2.5225, grad_norm: 3.3857 2020-08-04 16:21:36,957 - mmaction - INFO - Epoch [160][420/3757] lr: 3.143e-02, eta: 3 days, 12:15:30, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6883, loss_cls: 2.4741, loss: 2.4741, grad_norm: 3.4044 2020-08-04 16:21:52,778 - mmaction - INFO - Epoch [160][440/3757] lr: 3.143e-02, eta: 3 days, 12:15:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6820, loss_cls: 2.5185, loss: 2.5185, grad_norm: 3.3901 2020-08-04 16:22:08,494 - mmaction - INFO - Epoch [160][460/3757] lr: 3.143e-02, eta: 3 days, 12:14:51, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6953, loss_cls: 2.4393, loss: 2.4393, grad_norm: 3.3418 2020-08-04 16:22:24,259 - mmaction - INFO - Epoch [160][480/3757] lr: 3.143e-02, eta: 3 days, 12:14:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6922, loss_cls: 2.4384, loss: 2.4384, grad_norm: 3.3991 2020-08-04 16:22:40,071 - mmaction - INFO - Epoch [160][500/3757] lr: 3.143e-02, eta: 3 days, 12:14:12, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6953, loss_cls: 2.4220, loss: 2.4220, grad_norm: 3.3565 2020-08-04 16:22:55,901 - mmaction - INFO - Epoch [160][520/3757] lr: 3.143e-02, eta: 3 days, 12:13:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6773, loss_cls: 2.5081, loss: 2.5081, grad_norm: 3.4541 2020-08-04 16:23:11,602 - mmaction - INFO - Epoch [160][540/3757] lr: 3.143e-02, eta: 3 days, 12:13:33, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4398, top5_acc: 0.7047, loss_cls: 2.3960, loss: 2.3960, grad_norm: 3.3604 2020-08-04 16:23:27,422 - mmaction - INFO - Epoch [160][560/3757] lr: 3.143e-02, eta: 3 days, 12:13:14, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6695, loss_cls: 2.5409, loss: 2.5409, grad_norm: 3.3696 2020-08-04 16:23:43,266 - mmaction - INFO - Epoch [160][580/3757] lr: 3.143e-02, eta: 3 days, 12:12:55, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7016, loss_cls: 2.3939, loss: 2.3939, grad_norm: 3.2730 2020-08-04 16:23:59,070 - mmaction - INFO - Epoch [160][600/3757] lr: 3.143e-02, eta: 3 days, 12:12:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6945, loss_cls: 2.4473, loss: 2.4473, grad_norm: 3.3241 2020-08-04 16:24:14,838 - mmaction - INFO - Epoch [160][620/3757] lr: 3.143e-02, eta: 3 days, 12:12:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6961, loss_cls: 2.4788, loss: 2.4788, grad_norm: 3.4942 2020-08-04 16:24:30,607 - mmaction - INFO - Epoch [160][640/3757] lr: 3.143e-02, eta: 3 days, 12:11:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.7125, loss_cls: 2.4262, loss: 2.4262, grad_norm: 3.4008 2020-08-04 16:24:46,556 - mmaction - INFO - Epoch [160][660/3757] lr: 3.143e-02, eta: 3 days, 12:11:38, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6500, loss_cls: 2.6734, loss: 2.6734, grad_norm: 3.5886 2020-08-04 16:25:02,313 - mmaction - INFO - Epoch [160][680/3757] lr: 3.143e-02, eta: 3 days, 12:11:18, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6836, loss_cls: 2.4435, loss: 2.4435, grad_norm: 3.4376 2020-08-04 16:25:18,000 - mmaction - INFO - Epoch [160][700/3757] lr: 3.143e-02, eta: 3 days, 12:10:59, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6578, loss_cls: 2.5606, loss: 2.5606, grad_norm: 3.3720 2020-08-04 16:25:33,727 - mmaction - INFO - Epoch [160][720/3757] lr: 3.143e-02, eta: 3 days, 12:10:39, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6969, loss_cls: 2.4358, loss: 2.4358, grad_norm: 3.3922 2020-08-04 16:25:49,559 - mmaction - INFO - Epoch [160][740/3757] lr: 3.143e-02, eta: 3 days, 12:10:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6758, loss_cls: 2.5265, loss: 2.5265, grad_norm: 3.3615 2020-08-04 16:26:05,333 - mmaction - INFO - Epoch [160][760/3757] lr: 3.143e-02, eta: 3 days, 12:10:00, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6742, loss_cls: 2.5148, loss: 2.5148, grad_norm: 3.3602 2020-08-04 16:26:21,121 - mmaction - INFO - Epoch [160][780/3757] lr: 3.143e-02, eta: 3 days, 12:09:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6734, loss_cls: 2.5536, loss: 2.5536, grad_norm: 3.4407 2020-08-04 16:26:36,932 - mmaction - INFO - Epoch [160][800/3757] lr: 3.143e-02, eta: 3 days, 12:09:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6742, loss_cls: 2.5467, loss: 2.5467, grad_norm: 3.4375 2020-08-04 16:26:52,773 - mmaction - INFO - Epoch [160][820/3757] lr: 3.143e-02, eta: 3 days, 12:09:03, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6766, loss_cls: 2.4708, loss: 2.4708, grad_norm: 3.4496 2020-08-04 16:27:08,552 - mmaction - INFO - Epoch [160][840/3757] lr: 3.143e-02, eta: 3 days, 12:08:43, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6758, loss_cls: 2.5143, loss: 2.5143, grad_norm: 3.4225 2020-08-04 16:27:24,480 - mmaction - INFO - Epoch [160][860/3757] lr: 3.143e-02, eta: 3 days, 12:08:24, time: 0.796, data_time: 0.010, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6672, loss_cls: 2.5908, loss: 2.5908, grad_norm: 3.4299 2020-08-04 16:27:40,304 - mmaction - INFO - Epoch [160][880/3757] lr: 3.143e-02, eta: 3 days, 12:08:05, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6648, loss_cls: 2.5652, loss: 2.5652, grad_norm: 3.4059 2020-08-04 16:27:56,114 - mmaction - INFO - Epoch [160][900/3757] lr: 3.143e-02, eta: 3 days, 12:07:46, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6789, loss_cls: 2.5786, loss: 2.5786, grad_norm: 3.3672 2020-08-04 16:28:11,915 - mmaction - INFO - Epoch [160][920/3757] lr: 3.143e-02, eta: 3 days, 12:07:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6898, loss_cls: 2.4680, loss: 2.4680, grad_norm: 3.3456 2020-08-04 16:28:28,260 - mmaction - INFO - Epoch [160][940/3757] lr: 3.143e-02, eta: 3 days, 12:07:09, time: 0.816, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6719, loss_cls: 2.5256, loss: 2.5256, grad_norm: 3.4794 2020-08-04 16:28:44,074 - mmaction - INFO - Epoch [160][960/3757] lr: 3.143e-02, eta: 3 days, 12:06:49, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6719, loss_cls: 2.5319, loss: 2.5319, grad_norm: 3.5064 2020-08-04 16:29:03,960 - mmaction - INFO - Epoch [160][980/3757] lr: 3.143e-02, eta: 3 days, 12:06:43, time: 0.993, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6953, loss_cls: 2.4634, loss: 2.4634, grad_norm: 3.4408 2020-08-04 16:29:20,212 - mmaction - INFO - Epoch [160][1000/3757] lr: 3.143e-02, eta: 3 days, 12:06:25, time: 0.814, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6773, loss_cls: 2.4997, loss: 2.4997, grad_norm: 3.3901 2020-08-04 16:29:36,925 - mmaction - INFO - Epoch [160][1020/3757] lr: 3.143e-02, eta: 3 days, 12:06:08, time: 0.836, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6930, loss_cls: 2.4027, loss: 2.4027, grad_norm: 3.3667 2020-08-04 16:29:53,697 - mmaction - INFO - Epoch [160][1040/3757] lr: 3.143e-02, eta: 3 days, 12:05:52, time: 0.839, data_time: 0.047, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 2.4966, loss: 2.4966, grad_norm: 3.5794 2020-08-04 16:30:09,848 - mmaction - INFO - Epoch [160][1060/3757] lr: 3.143e-02, eta: 3 days, 12:05:34, time: 0.807, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6859, loss_cls: 2.4826, loss: 2.4826, grad_norm: 3.4196 2020-08-04 16:30:25,704 - mmaction - INFO - Epoch [160][1080/3757] lr: 3.143e-02, eta: 3 days, 12:05:14, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6891, loss_cls: 2.4607, loss: 2.4607, grad_norm: 3.3916 2020-08-04 16:30:41,488 - mmaction - INFO - Epoch [160][1100/3757] lr: 3.143e-02, eta: 3 days, 12:04:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6539, loss_cls: 2.6203, loss: 2.6203, grad_norm: 3.5317 2020-08-04 16:30:57,303 - mmaction - INFO - Epoch [160][1120/3757] lr: 3.143e-02, eta: 3 days, 12:04:36, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6508, loss_cls: 2.6203, loss: 2.6203, grad_norm: 3.4538 2020-08-04 16:31:13,146 - mmaction - INFO - Epoch [160][1140/3757] lr: 3.143e-02, eta: 3 days, 12:04:17, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6805, loss_cls: 2.4865, loss: 2.4865, grad_norm: 3.3886 2020-08-04 16:31:28,842 - mmaction - INFO - Epoch [160][1160/3757] lr: 3.143e-02, eta: 3 days, 12:03:57, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6969, loss_cls: 2.4490, loss: 2.4490, grad_norm: 3.2798 2020-08-04 16:31:44,561 - mmaction - INFO - Epoch [160][1180/3757] lr: 3.143e-02, eta: 3 days, 12:03:37, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6836, loss_cls: 2.5180, loss: 2.5180, grad_norm: 3.4486 2020-08-04 16:32:00,371 - mmaction - INFO - Epoch [160][1200/3757] lr: 3.143e-02, eta: 3 days, 12:03:18, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6945, loss_cls: 2.4689, loss: 2.4689, grad_norm: 3.4964 2020-08-04 16:32:16,121 - mmaction - INFO - Epoch [160][1220/3757] lr: 3.143e-02, eta: 3 days, 12:02:59, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6867, loss_cls: 2.4701, loss: 2.4701, grad_norm: 3.4272 2020-08-04 16:32:31,995 - mmaction - INFO - Epoch [160][1240/3757] lr: 3.143e-02, eta: 3 days, 12:02:39, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6586, loss_cls: 2.6055, loss: 2.6055, grad_norm: 3.5048 2020-08-04 16:32:47,825 - mmaction - INFO - Epoch [160][1260/3757] lr: 3.143e-02, eta: 3 days, 12:02:20, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6609, loss_cls: 2.6261, loss: 2.6261, grad_norm: 3.4855 2020-08-04 16:33:03,590 - mmaction - INFO - Epoch [160][1280/3757] lr: 3.143e-02, eta: 3 days, 12:02:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6586, loss_cls: 2.6298, loss: 2.6298, grad_norm: 3.4521 2020-08-04 16:33:19,345 - mmaction - INFO - Epoch [160][1300/3757] lr: 3.143e-02, eta: 3 days, 12:01:41, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6961, loss_cls: 2.3913, loss: 2.3913, grad_norm: 3.2628 2020-08-04 16:33:35,140 - mmaction - INFO - Epoch [160][1320/3757] lr: 3.143e-02, eta: 3 days, 12:01:22, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6672, loss_cls: 2.5869, loss: 2.5869, grad_norm: 3.4633 2020-08-04 16:33:50,932 - mmaction - INFO - Epoch [160][1340/3757] lr: 3.143e-02, eta: 3 days, 12:01:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6797, loss_cls: 2.5338, loss: 2.5338, grad_norm: 3.3411 2020-08-04 16:34:06,727 - mmaction - INFO - Epoch [160][1360/3757] lr: 3.143e-02, eta: 3 days, 12:00:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6766, loss_cls: 2.5084, loss: 2.5084, grad_norm: 3.3693 2020-08-04 16:34:22,520 - mmaction - INFO - Epoch [160][1380/3757] lr: 3.143e-02, eta: 3 days, 12:00:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6961, loss_cls: 2.4861, loss: 2.4861, grad_norm: 3.3155 2020-08-04 16:34:38,389 - mmaction - INFO - Epoch [160][1400/3757] lr: 3.143e-02, eta: 3 days, 12:00:05, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6383, loss_cls: 2.7110, loss: 2.7110, grad_norm: 3.5718 2020-08-04 16:34:54,258 - mmaction - INFO - Epoch [160][1420/3757] lr: 3.143e-02, eta: 3 days, 11:59:46, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6906, loss_cls: 2.4792, loss: 2.4792, grad_norm: 3.3280 2020-08-04 16:35:10,031 - mmaction - INFO - Epoch [160][1440/3757] lr: 3.143e-02, eta: 3 days, 11:59:26, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6766, loss_cls: 2.5071, loss: 2.5071, grad_norm: 3.3891 2020-08-04 16:35:25,753 - mmaction - INFO - Epoch [160][1460/3757] lr: 3.143e-02, eta: 3 days, 11:59:07, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6633, loss_cls: 2.6403, loss: 2.6403, grad_norm: 3.4344 2020-08-04 16:35:41,624 - mmaction - INFO - Epoch [160][1480/3757] lr: 3.143e-02, eta: 3 days, 11:58:48, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6656, loss_cls: 2.6070, loss: 2.6070, grad_norm: 3.4292 2020-08-04 16:35:57,553 - mmaction - INFO - Epoch [160][1500/3757] lr: 3.143e-02, eta: 3 days, 11:58:29, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6820, loss_cls: 2.4635, loss: 2.4635, grad_norm: 3.4012 2020-08-04 16:36:13,288 - mmaction - INFO - Epoch [160][1520/3757] lr: 3.143e-02, eta: 3 days, 11:58:09, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6578, loss_cls: 2.5839, loss: 2.5839, grad_norm: 3.4562 2020-08-04 16:36:29,079 - mmaction - INFO - Epoch [160][1540/3757] lr: 3.143e-02, eta: 3 days, 11:57:50, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6852, loss_cls: 2.5198, loss: 2.5198, grad_norm: 3.3926 2020-08-04 16:36:44,899 - mmaction - INFO - Epoch [160][1560/3757] lr: 3.143e-02, eta: 3 days, 11:57:31, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6672, loss_cls: 2.5554, loss: 2.5554, grad_norm: 3.2819 2020-08-04 16:37:00,630 - mmaction - INFO - Epoch [160][1580/3757] lr: 3.143e-02, eta: 3 days, 11:57:11, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6828, loss_cls: 2.5031, loss: 2.5031, grad_norm: 3.4097 2020-08-04 16:37:16,656 - mmaction - INFO - Epoch [160][1600/3757] lr: 3.143e-02, eta: 3 days, 11:56:53, time: 0.802, data_time: 0.011, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6578, loss_cls: 2.6011, loss: 2.6011, grad_norm: 3.4867 2020-08-04 16:37:32,347 - mmaction - INFO - Epoch [160][1620/3757] lr: 3.143e-02, eta: 3 days, 11:56:33, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6961, loss_cls: 2.4686, loss: 2.4686, grad_norm: 3.3840 2020-08-04 16:37:48,123 - mmaction - INFO - Epoch [160][1640/3757] lr: 3.143e-02, eta: 3 days, 11:56:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6422, loss_cls: 2.7152, loss: 2.7152, grad_norm: 3.3537 2020-08-04 16:38:03,913 - mmaction - INFO - Epoch [160][1660/3757] lr: 3.143e-02, eta: 3 days, 11:55:54, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6766, loss_cls: 2.5191, loss: 2.5191, grad_norm: 3.4024 2020-08-04 16:38:19,665 - mmaction - INFO - Epoch [160][1680/3757] lr: 3.143e-02, eta: 3 days, 11:55:35, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6664, loss_cls: 2.5984, loss: 2.5984, grad_norm: 3.3140 2020-08-04 16:38:35,489 - mmaction - INFO - Epoch [160][1700/3757] lr: 3.143e-02, eta: 3 days, 11:55:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6945, loss_cls: 2.5745, loss: 2.5745, grad_norm: 3.4312 2020-08-04 16:38:51,278 - mmaction - INFO - Epoch [160][1720/3757] lr: 3.143e-02, eta: 3 days, 11:54:56, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6820, loss_cls: 2.5448, loss: 2.5448, grad_norm: 3.4578 2020-08-04 16:39:07,101 - mmaction - INFO - Epoch [160][1740/3757] lr: 3.143e-02, eta: 3 days, 11:54:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6797, loss_cls: 2.5175, loss: 2.5175, grad_norm: 3.3642 2020-08-04 16:39:22,833 - mmaction - INFO - Epoch [160][1760/3757] lr: 3.143e-02, eta: 3 days, 11:54:18, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6875, loss_cls: 2.5026, loss: 2.5026, grad_norm: 3.3596 2020-08-04 16:39:38,674 - mmaction - INFO - Epoch [160][1780/3757] lr: 3.143e-02, eta: 3 days, 11:53:59, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6758, loss_cls: 2.5603, loss: 2.5603, grad_norm: 3.4249 2020-08-04 16:39:54,401 - mmaction - INFO - Epoch [160][1800/3757] lr: 3.143e-02, eta: 3 days, 11:53:39, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.7086, loss_cls: 2.3951, loss: 2.3951, grad_norm: 3.3398 2020-08-04 16:40:10,137 - mmaction - INFO - Epoch [160][1820/3757] lr: 3.143e-02, eta: 3 days, 11:53:20, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7023, loss_cls: 2.3755, loss: 2.3755, grad_norm: 3.4421 2020-08-04 16:40:25,896 - mmaction - INFO - Epoch [160][1840/3757] lr: 3.143e-02, eta: 3 days, 11:53:00, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6797, loss_cls: 2.5256, loss: 2.5256, grad_norm: 3.4558 2020-08-04 16:40:41,693 - mmaction - INFO - Epoch [160][1860/3757] lr: 3.143e-02, eta: 3 days, 11:52:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6742, loss_cls: 2.5636, loss: 2.5636, grad_norm: 3.4650 2020-08-04 16:40:57,443 - mmaction - INFO - Epoch [160][1880/3757] lr: 3.143e-02, eta: 3 days, 11:52:21, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6648, loss_cls: 2.6107, loss: 2.6107, grad_norm: 3.4875 2020-08-04 16:41:13,265 - mmaction - INFO - Epoch [160][1900/3757] lr: 3.143e-02, eta: 3 days, 11:52:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6844, loss_cls: 2.5051, loss: 2.5051, grad_norm: 3.3580 2020-08-04 16:41:29,062 - mmaction - INFO - Epoch [160][1920/3757] lr: 3.143e-02, eta: 3 days, 11:51:43, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6633, loss_cls: 2.5738, loss: 2.5738, grad_norm: 3.4662 2020-08-04 16:41:44,898 - mmaction - INFO - Epoch [160][1940/3757] lr: 3.143e-02, eta: 3 days, 11:51:24, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.7008, loss_cls: 2.4786, loss: 2.4786, grad_norm: 3.3071 2020-08-04 16:42:00,667 - mmaction - INFO - Epoch [160][1960/3757] lr: 3.143e-02, eta: 3 days, 11:51:04, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.7078, loss_cls: 2.4376, loss: 2.4376, grad_norm: 3.4442 2020-08-04 16:42:16,474 - mmaction - INFO - Epoch [160][1980/3757] lr: 3.143e-02, eta: 3 days, 11:50:45, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6844, loss_cls: 2.4684, loss: 2.4684, grad_norm: 3.4258 2020-08-04 16:42:32,282 - mmaction - INFO - Epoch [160][2000/3757] lr: 3.143e-02, eta: 3 days, 11:50:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6930, loss_cls: 2.4334, loss: 2.4334, grad_norm: 3.4331 2020-08-04 16:42:48,067 - mmaction - INFO - Epoch [160][2020/3757] lr: 3.143e-02, eta: 3 days, 11:50:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6703, loss_cls: 2.5385, loss: 2.5385, grad_norm: 3.5218 2020-08-04 16:43:03,968 - mmaction - INFO - Epoch [160][2040/3757] lr: 3.143e-02, eta: 3 days, 11:49:48, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6789, loss_cls: 2.5285, loss: 2.5285, grad_norm: 3.5032 2020-08-04 16:43:19,754 - mmaction - INFO - Epoch [160][2060/3757] lr: 3.143e-02, eta: 3 days, 11:49:28, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6969, loss_cls: 2.4743, loss: 2.4743, grad_norm: 3.3992 2020-08-04 16:43:35,511 - mmaction - INFO - Epoch [160][2080/3757] lr: 3.143e-02, eta: 3 days, 11:49:09, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6930, loss_cls: 2.5212, loss: 2.5212, grad_norm: 3.6325 2020-08-04 16:43:51,330 - mmaction - INFO - Epoch [160][2100/3757] lr: 3.143e-02, eta: 3 days, 11:48:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.7102, loss_cls: 2.4299, loss: 2.4299, grad_norm: 3.4868 2020-08-04 16:44:07,072 - mmaction - INFO - Epoch [160][2120/3757] lr: 3.143e-02, eta: 3 days, 11:48:30, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6852, loss_cls: 2.5059, loss: 2.5059, grad_norm: 3.6423 2020-08-04 16:44:22,862 - mmaction - INFO - Epoch [160][2140/3757] lr: 3.143e-02, eta: 3 days, 11:48:11, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6617, loss_cls: 2.5534, loss: 2.5534, grad_norm: 3.4933 2020-08-04 16:44:38,658 - mmaction - INFO - Epoch [160][2160/3757] lr: 3.143e-02, eta: 3 days, 11:47:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6383, loss_cls: 2.6934, loss: 2.6934, grad_norm: 3.4495 2020-08-04 16:44:54,466 - mmaction - INFO - Epoch [160][2180/3757] lr: 3.143e-02, eta: 3 days, 11:47:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6648, loss_cls: 2.5907, loss: 2.5907, grad_norm: 3.3962 2020-08-04 16:45:10,262 - mmaction - INFO - Epoch [160][2200/3757] lr: 3.143e-02, eta: 3 days, 11:47:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6695, loss_cls: 2.5996, loss: 2.5996, grad_norm: 3.3951 2020-08-04 16:45:26,062 - mmaction - INFO - Epoch [160][2220/3757] lr: 3.143e-02, eta: 3 days, 11:46:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6492, loss_cls: 2.5622, loss: 2.5622, grad_norm: 3.3860 2020-08-04 16:45:41,832 - mmaction - INFO - Epoch [160][2240/3757] lr: 3.143e-02, eta: 3 days, 11:46:35, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6984, loss_cls: 2.4733, loss: 2.4733, grad_norm: 3.4084 2020-08-04 16:45:57,633 - mmaction - INFO - Epoch [160][2260/3757] lr: 3.143e-02, eta: 3 days, 11:46:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6937, loss_cls: 2.4676, loss: 2.4676, grad_norm: 3.4604 2020-08-04 16:46:13,451 - mmaction - INFO - Epoch [160][2280/3757] lr: 3.143e-02, eta: 3 days, 11:45:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6711, loss_cls: 2.5632, loss: 2.5632, grad_norm: 3.4333 2020-08-04 16:46:29,243 - mmaction - INFO - Epoch [160][2300/3757] lr: 3.143e-02, eta: 3 days, 11:45:37, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6937, loss_cls: 2.5537, loss: 2.5537, grad_norm: 3.4110 2020-08-04 16:46:44,964 - mmaction - INFO - Epoch [160][2320/3757] lr: 3.143e-02, eta: 3 days, 11:45:17, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6836, loss_cls: 2.5164, loss: 2.5164, grad_norm: 3.4149 2020-08-04 16:47:00,797 - mmaction - INFO - Epoch [160][2340/3757] lr: 3.143e-02, eta: 3 days, 11:44:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6781, loss_cls: 2.5158, loss: 2.5158, grad_norm: 3.3464 2020-08-04 16:47:16,662 - mmaction - INFO - Epoch [160][2360/3757] lr: 3.143e-02, eta: 3 days, 11:44:39, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6789, loss_cls: 2.5203, loss: 2.5203, grad_norm: 3.4590 2020-08-04 16:47:32,459 - mmaction - INFO - Epoch [160][2380/3757] lr: 3.143e-02, eta: 3 days, 11:44:20, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6836, loss_cls: 2.5314, loss: 2.5314, grad_norm: 3.4441 2020-08-04 16:47:48,243 - mmaction - INFO - Epoch [160][2400/3757] lr: 3.143e-02, eta: 3 days, 11:44:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6945, loss_cls: 2.4876, loss: 2.4876, grad_norm: 3.3098 2020-08-04 16:48:04,021 - mmaction - INFO - Epoch [160][2420/3757] lr: 3.143e-02, eta: 3 days, 11:43:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.7008, loss_cls: 2.4217, loss: 2.4217, grad_norm: 3.4670 2020-08-04 16:48:19,812 - mmaction - INFO - Epoch [160][2440/3757] lr: 3.143e-02, eta: 3 days, 11:43:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6719, loss_cls: 2.6113, loss: 2.6113, grad_norm: 3.5564 2020-08-04 16:48:35,591 - mmaction - INFO - Epoch [160][2460/3757] lr: 3.143e-02, eta: 3 days, 11:43:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6742, loss_cls: 2.5523, loss: 2.5523, grad_norm: 3.4638 2020-08-04 16:48:51,413 - mmaction - INFO - Epoch [160][2480/3757] lr: 3.143e-02, eta: 3 days, 11:42:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6836, loss_cls: 2.4867, loss: 2.4867, grad_norm: 3.4129 2020-08-04 16:49:07,218 - mmaction - INFO - Epoch [160][2500/3757] lr: 3.143e-02, eta: 3 days, 11:42:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7078, loss_cls: 2.3579, loss: 2.3579, grad_norm: 3.3173 2020-08-04 16:49:23,009 - mmaction - INFO - Epoch [160][2520/3757] lr: 3.143e-02, eta: 3 days, 11:42:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6828, loss_cls: 2.5591, loss: 2.5591, grad_norm: 3.5243 2020-08-04 16:49:38,793 - mmaction - INFO - Epoch [160][2540/3757] lr: 3.143e-02, eta: 3 days, 11:41:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6969, loss_cls: 2.4130, loss: 2.4130, grad_norm: 3.3588 2020-08-04 16:49:54,554 - mmaction - INFO - Epoch [160][2560/3757] lr: 3.143e-02, eta: 3 days, 11:41:26, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.7031, loss_cls: 2.4260, loss: 2.4260, grad_norm: 3.4318 2020-08-04 16:50:10,343 - mmaction - INFO - Epoch [160][2580/3757] lr: 3.143e-02, eta: 3 days, 11:41:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6953, loss_cls: 2.4786, loss: 2.4786, grad_norm: 3.4766 2020-08-04 16:50:26,132 - mmaction - INFO - Epoch [160][2600/3757] lr: 3.143e-02, eta: 3 days, 11:40:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6594, loss_cls: 2.5619, loss: 2.5619, grad_norm: 3.4334 2020-08-04 16:50:41,925 - mmaction - INFO - Epoch [160][2620/3757] lr: 3.143e-02, eta: 3 days, 11:40:28, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6781, loss_cls: 2.5677, loss: 2.5677, grad_norm: 3.5427 2020-08-04 16:50:57,716 - mmaction - INFO - Epoch [160][2640/3757] lr: 3.143e-02, eta: 3 days, 11:40:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6930, loss_cls: 2.4923, loss: 2.4923, grad_norm: 3.3862 2020-08-04 16:51:13,494 - mmaction - INFO - Epoch [160][2660/3757] lr: 3.143e-02, eta: 3 days, 11:39:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6875, loss_cls: 2.4651, loss: 2.4651, grad_norm: 3.3687 2020-08-04 16:51:29,374 - mmaction - INFO - Epoch [160][2680/3757] lr: 3.143e-02, eta: 3 days, 11:39:31, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6695, loss_cls: 2.5785, loss: 2.5785, grad_norm: 3.5778 2020-08-04 16:51:45,209 - mmaction - INFO - Epoch [160][2700/3757] lr: 3.143e-02, eta: 3 days, 11:39:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6875, loss_cls: 2.5163, loss: 2.5163, grad_norm: 3.5422 2020-08-04 16:52:01,042 - mmaction - INFO - Epoch [160][2720/3757] lr: 3.143e-02, eta: 3 days, 11:38:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6719, loss_cls: 2.5703, loss: 2.5703, grad_norm: 3.3906 2020-08-04 16:52:16,828 - mmaction - INFO - Epoch [160][2740/3757] lr: 3.143e-02, eta: 3 days, 11:38:33, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6883, loss_cls: 2.4798, loss: 2.4798, grad_norm: 3.3400 2020-08-04 16:52:32,673 - mmaction - INFO - Epoch [160][2760/3757] lr: 3.143e-02, eta: 3 days, 11:38:14, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6781, loss_cls: 2.4912, loss: 2.4912, grad_norm: 3.3898 2020-08-04 16:52:48,446 - mmaction - INFO - Epoch [160][2780/3757] lr: 3.143e-02, eta: 3 days, 11:37:55, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6781, loss_cls: 2.5635, loss: 2.5635, grad_norm: 3.4952 2020-08-04 16:53:04,279 - mmaction - INFO - Epoch [160][2800/3757] lr: 3.143e-02, eta: 3 days, 11:37:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6773, loss_cls: 2.5170, loss: 2.5170, grad_norm: 3.4597 2020-08-04 16:53:20,058 - mmaction - INFO - Epoch [160][2820/3757] lr: 3.143e-02, eta: 3 days, 11:37:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6586, loss_cls: 2.6033, loss: 2.6033, grad_norm: 3.3707 2020-08-04 16:53:35,789 - mmaction - INFO - Epoch [160][2840/3757] lr: 3.143e-02, eta: 3 days, 11:36:57, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6781, loss_cls: 2.4698, loss: 2.4698, grad_norm: 3.3117 2020-08-04 16:53:51,651 - mmaction - INFO - Epoch [160][2860/3757] lr: 3.143e-02, eta: 3 days, 11:36:38, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.7094, loss_cls: 2.4567, loss: 2.4567, grad_norm: 3.4382 2020-08-04 16:54:07,447 - mmaction - INFO - Epoch [160][2880/3757] lr: 3.143e-02, eta: 3 days, 11:36:19, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6859, loss_cls: 2.4715, loss: 2.4715, grad_norm: 3.4024 2020-08-04 16:54:23,291 - mmaction - INFO - Epoch [160][2900/3757] lr: 3.143e-02, eta: 3 days, 11:36:00, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6664, loss_cls: 2.6154, loss: 2.6154, grad_norm: 3.5011 2020-08-04 16:54:39,135 - mmaction - INFO - Epoch [160][2920/3757] lr: 3.143e-02, eta: 3 days, 11:35:41, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7039, loss_cls: 2.4473, loss: 2.4473, grad_norm: 3.4473 2020-08-04 16:54:54,977 - mmaction - INFO - Epoch [160][2940/3757] lr: 3.143e-02, eta: 3 days, 11:35:22, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6734, loss_cls: 2.5043, loss: 2.5043, grad_norm: 3.4059 2020-08-04 16:55:10,759 - mmaction - INFO - Epoch [160][2960/3757] lr: 3.143e-02, eta: 3 days, 11:35:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6930, loss_cls: 2.5034, loss: 2.5034, grad_norm: 3.3674 2020-08-04 16:55:26,609 - mmaction - INFO - Epoch [160][2980/3757] lr: 3.143e-02, eta: 3 days, 11:34:43, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6625, loss_cls: 2.5843, loss: 2.5843, grad_norm: 3.4339 2020-08-04 16:55:42,419 - mmaction - INFO - Epoch [160][3000/3757] lr: 3.143e-02, eta: 3 days, 11:34:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6711, loss_cls: 2.4972, loss: 2.4972, grad_norm: 3.3575 2020-08-04 16:55:58,233 - mmaction - INFO - Epoch [160][3020/3757] lr: 3.143e-02, eta: 3 days, 11:34:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6961, loss_cls: 2.4911, loss: 2.4911, grad_norm: 3.3827 2020-08-04 16:56:14,044 - mmaction - INFO - Epoch [160][3040/3757] lr: 3.143e-02, eta: 3 days, 11:33:46, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6867, loss_cls: 2.4933, loss: 2.4933, grad_norm: 3.4896 2020-08-04 16:56:29,914 - mmaction - INFO - Epoch [160][3060/3757] lr: 3.143e-02, eta: 3 days, 11:33:27, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6484, loss_cls: 2.6420, loss: 2.6420, grad_norm: 3.5908 2020-08-04 16:56:45,668 - mmaction - INFO - Epoch [160][3080/3757] lr: 3.143e-02, eta: 3 days, 11:33:07, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6687, loss_cls: 2.5758, loss: 2.5758, grad_norm: 3.3857 2020-08-04 16:57:01,468 - mmaction - INFO - Epoch [160][3100/3757] lr: 3.143e-02, eta: 3 days, 11:32:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6945, loss_cls: 2.4318, loss: 2.4318, grad_norm: 3.4365 2020-08-04 16:57:17,317 - mmaction - INFO - Epoch [160][3120/3757] lr: 3.143e-02, eta: 3 days, 11:32:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6984, loss_cls: 2.4830, loss: 2.4830, grad_norm: 3.4495 2020-08-04 16:57:33,122 - mmaction - INFO - Epoch [160][3140/3757] lr: 3.143e-02, eta: 3 days, 11:32:10, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6711, loss_cls: 2.5473, loss: 2.5473, grad_norm: 3.4755 2020-08-04 16:57:48,965 - mmaction - INFO - Epoch [160][3160/3757] lr: 3.143e-02, eta: 3 days, 11:31:51, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6891, loss_cls: 2.5054, loss: 2.5054, grad_norm: 3.3950 2020-08-04 16:58:04,763 - mmaction - INFO - Epoch [160][3180/3757] lr: 3.143e-02, eta: 3 days, 11:31:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6602, loss_cls: 2.6143, loss: 2.6143, grad_norm: 3.3902 2020-08-04 16:58:20,653 - mmaction - INFO - Epoch [160][3200/3757] lr: 3.143e-02, eta: 3 days, 11:31:13, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6617, loss_cls: 2.5899, loss: 2.5899, grad_norm: 3.2891 2020-08-04 16:58:36,368 - mmaction - INFO - Epoch [160][3220/3757] lr: 3.143e-02, eta: 3 days, 11:30:53, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6602, loss_cls: 2.6147, loss: 2.6147, grad_norm: 3.3805 2020-08-04 16:58:52,126 - mmaction - INFO - Epoch [160][3240/3757] lr: 3.143e-02, eta: 3 days, 11:30:34, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6742, loss_cls: 2.5906, loss: 2.5906, grad_norm: 3.4770 2020-08-04 16:59:07,903 - mmaction - INFO - Epoch [160][3260/3757] lr: 3.143e-02, eta: 3 days, 11:30:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6687, loss_cls: 2.5940, loss: 2.5940, grad_norm: 3.4649 2020-08-04 16:59:23,681 - mmaction - INFO - Epoch [160][3280/3757] lr: 3.143e-02, eta: 3 days, 11:29:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6844, loss_cls: 2.5064, loss: 2.5064, grad_norm: 3.4218 2020-08-04 16:59:39,493 - mmaction - INFO - Epoch [160][3300/3757] lr: 3.143e-02, eta: 3 days, 11:29:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6984, loss_cls: 2.3895, loss: 2.3895, grad_norm: 3.3746 2020-08-04 16:59:55,279 - mmaction - INFO - Epoch [160][3320/3757] lr: 3.143e-02, eta: 3 days, 11:29:17, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6562, loss_cls: 2.6717, loss: 2.6717, grad_norm: 3.4694 2020-08-04 17:00:17,288 - mmaction - INFO - Epoch [160][3340/3757] lr: 3.143e-02, eta: 3 days, 11:29:16, time: 1.098, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6766, loss_cls: 2.5527, loss: 2.5527, grad_norm: 3.4573 2020-08-04 17:00:33,062 - mmaction - INFO - Epoch [160][3360/3757] lr: 3.143e-02, eta: 3 days, 11:28:57, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6711, loss_cls: 2.5732, loss: 2.5732, grad_norm: 3.4829 2020-08-04 17:00:48,896 - mmaction - INFO - Epoch [160][3380/3757] lr: 3.143e-02, eta: 3 days, 11:28:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6750, loss_cls: 2.5233, loss: 2.5233, grad_norm: 3.4470 2020-08-04 17:01:04,688 - mmaction - INFO - Epoch [160][3400/3757] lr: 3.143e-02, eta: 3 days, 11:28:19, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6711, loss_cls: 2.5612, loss: 2.5612, grad_norm: 3.4309 2020-08-04 17:01:20,428 - mmaction - INFO - Epoch [160][3420/3757] lr: 3.143e-02, eta: 3 days, 11:27:59, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6813, loss_cls: 2.5247, loss: 2.5247, grad_norm: 3.4363 2020-08-04 17:01:36,242 - mmaction - INFO - Epoch [160][3440/3757] lr: 3.143e-02, eta: 3 days, 11:27:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6961, loss_cls: 2.4986, loss: 2.4986, grad_norm: 3.4195 2020-08-04 17:01:51,986 - mmaction - INFO - Epoch [160][3460/3757] lr: 3.143e-02, eta: 3 days, 11:27:21, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6742, loss_cls: 2.5408, loss: 2.5408, grad_norm: 3.4362 2020-08-04 17:02:07,817 - mmaction - INFO - Epoch [160][3480/3757] lr: 3.143e-02, eta: 3 days, 11:27:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6641, loss_cls: 2.6543, loss: 2.6543, grad_norm: 3.5180 2020-08-04 17:02:23,604 - mmaction - INFO - Epoch [160][3500/3757] lr: 3.143e-02, eta: 3 days, 11:26:43, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6719, loss_cls: 2.5275, loss: 2.5275, grad_norm: 3.3792 2020-08-04 17:02:39,512 - mmaction - INFO - Epoch [160][3520/3757] lr: 3.143e-02, eta: 3 days, 11:26:24, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6609, loss_cls: 2.6128, loss: 2.6128, grad_norm: 3.3756 2020-08-04 17:02:55,320 - mmaction - INFO - Epoch [160][3540/3757] lr: 3.143e-02, eta: 3 days, 11:26:05, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6695, loss_cls: 2.5487, loss: 2.5487, grad_norm: 3.4173 2020-08-04 17:03:11,015 - mmaction - INFO - Epoch [160][3560/3757] lr: 3.143e-02, eta: 3 days, 11:25:45, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4047, top5_acc: 0.6492, loss_cls: 2.7040, loss: 2.7040, grad_norm: 3.4271 2020-08-04 17:03:26,784 - mmaction - INFO - Epoch [160][3580/3757] lr: 3.143e-02, eta: 3 days, 11:25:26, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6906, loss_cls: 2.5510, loss: 2.5510, grad_norm: 3.3376 2020-08-04 17:03:42,578 - mmaction - INFO - Epoch [160][3600/3757] lr: 3.143e-02, eta: 3 days, 11:25:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6523, loss_cls: 2.6920, loss: 2.6920, grad_norm: 3.3255 2020-08-04 17:03:58,488 - mmaction - INFO - Epoch [160][3620/3757] lr: 3.143e-02, eta: 3 days, 11:24:48, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6695, loss_cls: 2.5808, loss: 2.5808, grad_norm: 3.3284 2020-08-04 17:04:14,261 - mmaction - INFO - Epoch [160][3640/3757] lr: 3.143e-02, eta: 3 days, 11:24:28, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.7078, loss_cls: 2.4141, loss: 2.4141, grad_norm: 3.3736 2020-08-04 17:04:29,974 - mmaction - INFO - Epoch [160][3660/3757] lr: 3.143e-02, eta: 3 days, 11:24:09, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6953, loss_cls: 2.4687, loss: 2.4687, grad_norm: 3.3436 2020-08-04 17:04:45,741 - mmaction - INFO - Epoch [160][3680/3757] lr: 3.143e-02, eta: 3 days, 11:23:50, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6758, loss_cls: 2.5309, loss: 2.5309, grad_norm: 3.3718 2020-08-04 17:05:01,558 - mmaction - INFO - Epoch [160][3700/3757] lr: 3.143e-02, eta: 3 days, 11:23:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6633, loss_cls: 2.5871, loss: 2.5871, grad_norm: 3.4467 2020-08-04 17:05:17,339 - mmaction - INFO - Epoch [160][3720/3757] lr: 3.143e-02, eta: 3 days, 11:23:11, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6859, loss_cls: 2.5334, loss: 2.5334, grad_norm: 3.3750 2020-08-04 17:05:33,142 - mmaction - INFO - Epoch [160][3740/3757] lr: 3.143e-02, eta: 3 days, 11:22:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7102, loss_cls: 2.4455, loss: 2.4455, grad_norm: 3.3685 2020-08-04 17:05:51,756 - mmaction - INFO - Saving checkpoint at 160 epochs 2020-08-04 17:08:29,696 - mmaction - INFO - Epoch [161][20/3757] lr: 3.087e-02, eta: 3 days, 11:28:38, time: 7.823, data_time: 6.993, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6820, loss_cls: 2.4844, loss: 2.4844, grad_norm: 3.2658 2020-08-04 17:08:45,626 - mmaction - INFO - Epoch [161][40/3757] lr: 3.087e-02, eta: 3 days, 11:28:19, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6984, loss_cls: 2.4558, loss: 2.4558, grad_norm: 3.4173 2020-08-04 17:09:01,418 - mmaction - INFO - Epoch [161][60/3757] lr: 3.087e-02, eta: 3 days, 11:28:00, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6469, loss_cls: 2.6927, loss: 2.6927, grad_norm: 3.4505 2020-08-04 17:09:17,183 - mmaction - INFO - Epoch [161][80/3757] lr: 3.087e-02, eta: 3 days, 11:27:41, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4320, top5_acc: 0.7102, loss_cls: 2.4687, loss: 2.4687, grad_norm: 3.3187 2020-08-04 17:09:32,973 - mmaction - INFO - Epoch [161][100/3757] lr: 3.087e-02, eta: 3 days, 11:27:21, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6633, loss_cls: 2.5950, loss: 2.5950, grad_norm: 3.4755 2020-08-04 17:09:48,787 - mmaction - INFO - Epoch [161][120/3757] lr: 3.087e-02, eta: 3 days, 11:27:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6891, loss_cls: 2.5316, loss: 2.5316, grad_norm: 3.4472 2020-08-04 17:10:04,799 - mmaction - INFO - Epoch [161][140/3757] lr: 3.087e-02, eta: 3 days, 11:26:44, time: 0.801, data_time: 0.008, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6703, loss_cls: 2.5433, loss: 2.5433, grad_norm: 3.3744 2020-08-04 17:10:20,531 - mmaction - INFO - Epoch [161][160/3757] lr: 3.087e-02, eta: 3 days, 11:26:24, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6672, loss_cls: 2.5674, loss: 2.5674, grad_norm: 3.4120 2020-08-04 17:10:36,309 - mmaction - INFO - Epoch [161][180/3757] lr: 3.087e-02, eta: 3 days, 11:26:05, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6836, loss_cls: 2.4725, loss: 2.4725, grad_norm: 3.2946 2020-08-04 17:10:52,127 - mmaction - INFO - Epoch [161][200/3757] lr: 3.087e-02, eta: 3 days, 11:25:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6953, loss_cls: 2.4567, loss: 2.4567, grad_norm: 3.4074 2020-08-04 17:11:08,008 - mmaction - INFO - Epoch [161][220/3757] lr: 3.087e-02, eta: 3 days, 11:25:27, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.7078, loss_cls: 2.3830, loss: 2.3830, grad_norm: 3.4216 2020-08-04 17:11:23,884 - mmaction - INFO - Epoch [161][240/3757] lr: 3.087e-02, eta: 3 days, 11:25:08, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6828, loss_cls: 2.5141, loss: 2.5141, grad_norm: 3.4435 2020-08-04 17:11:39,889 - mmaction - INFO - Epoch [161][260/3757] lr: 3.087e-02, eta: 3 days, 11:24:49, time: 0.801, data_time: 0.012, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6828, loss_cls: 2.4944, loss: 2.4944, grad_norm: 3.3685 2020-08-04 17:11:55,705 - mmaction - INFO - Epoch [161][280/3757] lr: 3.087e-02, eta: 3 days, 11:24:30, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6664, loss_cls: 2.5766, loss: 2.5766, grad_norm: 3.5438 2020-08-04 17:12:11,538 - mmaction - INFO - Epoch [161][300/3757] lr: 3.087e-02, eta: 3 days, 11:24:11, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6734, loss_cls: 2.5985, loss: 2.5985, grad_norm: 3.4699 2020-08-04 17:12:27,298 - mmaction - INFO - Epoch [161][320/3757] lr: 3.087e-02, eta: 3 days, 11:23:51, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7047, loss_cls: 2.3742, loss: 2.3742, grad_norm: 3.2990 2020-08-04 17:12:43,161 - mmaction - INFO - Epoch [161][340/3757] lr: 3.087e-02, eta: 3 days, 11:23:32, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.7055, loss_cls: 2.3922, loss: 2.3922, grad_norm: 3.3158 2020-08-04 17:12:59,018 - mmaction - INFO - Epoch [161][360/3757] lr: 3.087e-02, eta: 3 days, 11:23:13, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6773, loss_cls: 2.5074, loss: 2.5074, grad_norm: 3.3533 2020-08-04 17:13:14,834 - mmaction - INFO - Epoch [161][380/3757] lr: 3.087e-02, eta: 3 days, 11:22:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.6969, loss_cls: 2.4051, loss: 2.4051, grad_norm: 3.3051 2020-08-04 17:13:30,690 - mmaction - INFO - Epoch [161][400/3757] lr: 3.087e-02, eta: 3 days, 11:22:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6852, loss_cls: 2.5169, loss: 2.5169, grad_norm: 3.4426 2020-08-04 17:13:46,490 - mmaction - INFO - Epoch [161][420/3757] lr: 3.087e-02, eta: 3 days, 11:22:16, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7008, loss_cls: 2.4339, loss: 2.4339, grad_norm: 3.3933 2020-08-04 17:14:02,278 - mmaction - INFO - Epoch [161][440/3757] lr: 3.087e-02, eta: 3 days, 11:21:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6898, loss_cls: 2.4850, loss: 2.4850, grad_norm: 3.4670 2020-08-04 17:14:18,090 - mmaction - INFO - Epoch [161][460/3757] lr: 3.087e-02, eta: 3 days, 11:21:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6695, loss_cls: 2.5630, loss: 2.5630, grad_norm: 3.5111 2020-08-04 17:14:34,034 - mmaction - INFO - Epoch [161][480/3757] lr: 3.087e-02, eta: 3 days, 11:21:18, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6906, loss_cls: 2.5193, loss: 2.5193, grad_norm: 3.3771 2020-08-04 17:14:49,815 - mmaction - INFO - Epoch [161][500/3757] lr: 3.087e-02, eta: 3 days, 11:20:59, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6961, loss_cls: 2.4186, loss: 2.4186, grad_norm: 3.3385 2020-08-04 17:15:05,663 - mmaction - INFO - Epoch [161][520/3757] lr: 3.087e-02, eta: 3 days, 11:20:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6727, loss_cls: 2.5329, loss: 2.5329, grad_norm: 3.4797 2020-08-04 17:15:21,418 - mmaction - INFO - Epoch [161][540/3757] lr: 3.087e-02, eta: 3 days, 11:20:21, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6820, loss_cls: 2.5197, loss: 2.5197, grad_norm: 3.5343 2020-08-04 17:15:37,202 - mmaction - INFO - Epoch [161][560/3757] lr: 3.087e-02, eta: 3 days, 11:20:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6687, loss_cls: 2.4866, loss: 2.4866, grad_norm: 3.4846 2020-08-04 17:15:53,005 - mmaction - INFO - Epoch [161][580/3757] lr: 3.087e-02, eta: 3 days, 11:19:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6828, loss_cls: 2.4666, loss: 2.4666, grad_norm: 3.4179 2020-08-04 17:16:08,847 - mmaction - INFO - Epoch [161][600/3757] lr: 3.087e-02, eta: 3 days, 11:19:23, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6906, loss_cls: 2.4604, loss: 2.4604, grad_norm: 3.5449 2020-08-04 17:16:24,677 - mmaction - INFO - Epoch [161][620/3757] lr: 3.087e-02, eta: 3 days, 11:19:04, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6719, loss_cls: 2.5286, loss: 2.5286, grad_norm: 3.3888 2020-08-04 17:16:40,500 - mmaction - INFO - Epoch [161][640/3757] lr: 3.087e-02, eta: 3 days, 11:18:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6586, loss_cls: 2.6150, loss: 2.6150, grad_norm: 3.5041 2020-08-04 17:16:56,292 - mmaction - INFO - Epoch [161][660/3757] lr: 3.087e-02, eta: 3 days, 11:18:25, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6648, loss_cls: 2.5747, loss: 2.5747, grad_norm: 3.4148 2020-08-04 17:17:12,052 - mmaction - INFO - Epoch [161][680/3757] lr: 3.087e-02, eta: 3 days, 11:18:06, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6750, loss_cls: 2.5151, loss: 2.5151, grad_norm: 3.3549 2020-08-04 17:17:27,815 - mmaction - INFO - Epoch [161][700/3757] lr: 3.087e-02, eta: 3 days, 11:17:47, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6680, loss_cls: 2.5738, loss: 2.5738, grad_norm: 3.4832 2020-08-04 17:17:44,716 - mmaction - INFO - Epoch [161][720/3757] lr: 3.087e-02, eta: 3 days, 11:17:31, time: 0.844, data_time: 0.053, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6813, loss_cls: 2.4904, loss: 2.4904, grad_norm: 3.3759 2020-08-04 17:18:00,501 - mmaction - INFO - Epoch [161][740/3757] lr: 3.087e-02, eta: 3 days, 11:17:12, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7023, loss_cls: 2.4316, loss: 2.4316, grad_norm: 3.3575 2020-08-04 17:18:16,388 - mmaction - INFO - Epoch [161][760/3757] lr: 3.087e-02, eta: 3 days, 11:16:53, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7109, loss_cls: 2.3819, loss: 2.3819, grad_norm: 3.4440 2020-08-04 17:18:32,123 - mmaction - INFO - Epoch [161][780/3757] lr: 3.087e-02, eta: 3 days, 11:16:33, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6930, loss_cls: 2.3814, loss: 2.3814, grad_norm: 3.4879 2020-08-04 17:18:47,985 - mmaction - INFO - Epoch [161][800/3757] lr: 3.087e-02, eta: 3 days, 11:16:14, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6711, loss_cls: 2.5586, loss: 2.5586, grad_norm: 3.5046 2020-08-04 17:19:03,730 - mmaction - INFO - Epoch [161][820/3757] lr: 3.087e-02, eta: 3 days, 11:15:55, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6773, loss_cls: 2.4865, loss: 2.4865, grad_norm: 3.4512 2020-08-04 17:19:19,570 - mmaction - INFO - Epoch [161][840/3757] lr: 3.087e-02, eta: 3 days, 11:15:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6578, loss_cls: 2.4598, loss: 2.4598, grad_norm: 3.4807 2020-08-04 17:19:35,360 - mmaction - INFO - Epoch [161][860/3757] lr: 3.087e-02, eta: 3 days, 11:15:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6875, loss_cls: 2.4947, loss: 2.4947, grad_norm: 3.5526 2020-08-04 17:19:51,235 - mmaction - INFO - Epoch [161][880/3757] lr: 3.087e-02, eta: 3 days, 11:14:57, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6703, loss_cls: 2.6102, loss: 2.6102, grad_norm: 3.5197 2020-08-04 17:20:07,056 - mmaction - INFO - Epoch [161][900/3757] lr: 3.087e-02, eta: 3 days, 11:14:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6836, loss_cls: 2.4646, loss: 2.4646, grad_norm: 3.4112 2020-08-04 17:20:22,747 - mmaction - INFO - Epoch [161][920/3757] lr: 3.087e-02, eta: 3 days, 11:14:19, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6719, loss_cls: 2.5573, loss: 2.5573, grad_norm: 3.4607 2020-08-04 17:20:38,726 - mmaction - INFO - Epoch [161][940/3757] lr: 3.087e-02, eta: 3 days, 11:14:00, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6703, loss_cls: 2.5124, loss: 2.5124, grad_norm: 3.5369 2020-08-04 17:20:54,448 - mmaction - INFO - Epoch [161][960/3757] lr: 3.087e-02, eta: 3 days, 11:13:41, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6891, loss_cls: 2.5300, loss: 2.5300, grad_norm: 3.4143 2020-08-04 17:21:10,231 - mmaction - INFO - Epoch [161][980/3757] lr: 3.087e-02, eta: 3 days, 11:13:21, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6906, loss_cls: 2.4145, loss: 2.4145, grad_norm: 3.4391 2020-08-04 17:21:26,034 - mmaction - INFO - Epoch [161][1000/3757] lr: 3.087e-02, eta: 3 days, 11:13:02, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6672, loss_cls: 2.5328, loss: 2.5328, grad_norm: 3.6047 2020-08-04 17:21:41,849 - mmaction - INFO - Epoch [161][1020/3757] lr: 3.087e-02, eta: 3 days, 11:12:43, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6602, loss_cls: 2.5948, loss: 2.5948, grad_norm: 3.5304 2020-08-04 17:21:57,620 - mmaction - INFO - Epoch [161][1040/3757] lr: 3.087e-02, eta: 3 days, 11:12:24, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6969, loss_cls: 2.4495, loss: 2.4495, grad_norm: 3.4310 2020-08-04 17:22:13,483 - mmaction - INFO - Epoch [161][1060/3757] lr: 3.087e-02, eta: 3 days, 11:12:05, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6898, loss_cls: 2.4403, loss: 2.4403, grad_norm: 3.4080 2020-08-04 17:22:29,203 - mmaction - INFO - Epoch [161][1080/3757] lr: 3.087e-02, eta: 3 days, 11:11:45, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.4459, loss: 2.4459, grad_norm: 3.4343 2020-08-04 17:22:45,067 - mmaction - INFO - Epoch [161][1100/3757] lr: 3.087e-02, eta: 3 days, 11:11:26, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6961, loss_cls: 2.4101, loss: 2.4101, grad_norm: 3.3892 2020-08-04 17:23:00,788 - mmaction - INFO - Epoch [161][1120/3757] lr: 3.087e-02, eta: 3 days, 11:11:07, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6750, loss_cls: 2.5979, loss: 2.5979, grad_norm: 3.4974 2020-08-04 17:23:16,668 - mmaction - INFO - Epoch [161][1140/3757] lr: 3.087e-02, eta: 3 days, 11:10:48, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6641, loss_cls: 2.5817, loss: 2.5817, grad_norm: 3.5275 2020-08-04 17:23:32,438 - mmaction - INFO - Epoch [161][1160/3757] lr: 3.087e-02, eta: 3 days, 11:10:29, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6844, loss_cls: 2.5229, loss: 2.5229, grad_norm: 3.3263 2020-08-04 17:23:48,266 - mmaction - INFO - Epoch [161][1180/3757] lr: 3.087e-02, eta: 3 days, 11:10:09, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6836, loss_cls: 2.5170, loss: 2.5170, grad_norm: 3.4551 2020-08-04 17:24:04,107 - mmaction - INFO - Epoch [161][1200/3757] lr: 3.087e-02, eta: 3 days, 11:09:50, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6813, loss_cls: 2.5520, loss: 2.5520, grad_norm: 3.3857 2020-08-04 17:24:19,950 - mmaction - INFO - Epoch [161][1220/3757] lr: 3.087e-02, eta: 3 days, 11:09:31, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.5284, loss: 2.5284, grad_norm: 3.4800 2020-08-04 17:24:35,722 - mmaction - INFO - Epoch [161][1240/3757] lr: 3.087e-02, eta: 3 days, 11:09:12, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6789, loss_cls: 2.5604, loss: 2.5604, grad_norm: 3.5486 2020-08-04 17:24:51,504 - mmaction - INFO - Epoch [161][1260/3757] lr: 3.087e-02, eta: 3 days, 11:08:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6656, loss_cls: 2.5723, loss: 2.5723, grad_norm: 3.4554 2020-08-04 17:25:07,229 - mmaction - INFO - Epoch [161][1280/3757] lr: 3.087e-02, eta: 3 days, 11:08:33, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6930, loss_cls: 2.4480, loss: 2.4480, grad_norm: 3.5095 2020-08-04 17:25:22,998 - mmaction - INFO - Epoch [161][1300/3757] lr: 3.087e-02, eta: 3 days, 11:08:14, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6875, loss_cls: 2.4987, loss: 2.4987, grad_norm: 3.4423 2020-08-04 17:25:38,807 - mmaction - INFO - Epoch [161][1320/3757] lr: 3.087e-02, eta: 3 days, 11:07:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6750, loss_cls: 2.5937, loss: 2.5937, grad_norm: 3.4566 2020-08-04 17:25:54,590 - mmaction - INFO - Epoch [161][1340/3757] lr: 3.087e-02, eta: 3 days, 11:07:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6961, loss_cls: 2.4197, loss: 2.4197, grad_norm: 3.3184 2020-08-04 17:26:10,345 - mmaction - INFO - Epoch [161][1360/3757] lr: 3.087e-02, eta: 3 days, 11:07:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6859, loss_cls: 2.4548, loss: 2.4548, grad_norm: 3.4411 2020-08-04 17:26:26,155 - mmaction - INFO - Epoch [161][1380/3757] lr: 3.087e-02, eta: 3 days, 11:06:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6766, loss_cls: 2.4958, loss: 2.4958, grad_norm: 3.4948 2020-08-04 17:26:41,944 - mmaction - INFO - Epoch [161][1400/3757] lr: 3.087e-02, eta: 3 days, 11:06:38, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6937, loss_cls: 2.4994, loss: 2.4994, grad_norm: 3.4783 2020-08-04 17:26:57,794 - mmaction - INFO - Epoch [161][1420/3757] lr: 3.087e-02, eta: 3 days, 11:06:19, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6977, loss_cls: 2.4710, loss: 2.4710, grad_norm: 3.4575 2020-08-04 17:27:13,716 - mmaction - INFO - Epoch [161][1440/3757] lr: 3.087e-02, eta: 3 days, 11:06:00, time: 0.794, data_time: 0.008, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6906, loss_cls: 2.4960, loss: 2.4960, grad_norm: 3.5299 2020-08-04 17:27:29,477 - mmaction - INFO - Epoch [161][1460/3757] lr: 3.087e-02, eta: 3 days, 11:05:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6922, loss_cls: 2.4009, loss: 2.4009, grad_norm: 3.5006 2020-08-04 17:27:45,361 - mmaction - INFO - Epoch [161][1480/3757] lr: 3.087e-02, eta: 3 days, 11:05:22, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6883, loss_cls: 2.4733, loss: 2.4733, grad_norm: 3.5709 2020-08-04 17:28:01,117 - mmaction - INFO - Epoch [161][1500/3757] lr: 3.087e-02, eta: 3 days, 11:05:03, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6695, loss_cls: 2.5443, loss: 2.5443, grad_norm: 3.5204 2020-08-04 17:28:16,917 - mmaction - INFO - Epoch [161][1520/3757] lr: 3.087e-02, eta: 3 days, 11:04:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6813, loss_cls: 2.5813, loss: 2.5813, grad_norm: 3.4422 2020-08-04 17:28:32,831 - mmaction - INFO - Epoch [161][1540/3757] lr: 3.087e-02, eta: 3 days, 11:04:25, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6758, loss_cls: 2.5285, loss: 2.5285, grad_norm: 3.4986 2020-08-04 17:28:48,724 - mmaction - INFO - Epoch [161][1560/3757] lr: 3.087e-02, eta: 3 days, 11:04:06, time: 0.795, data_time: 0.010, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6680, loss_cls: 2.5632, loss: 2.5632, grad_norm: 3.4391 2020-08-04 17:29:04,546 - mmaction - INFO - Epoch [161][1580/3757] lr: 3.087e-02, eta: 3 days, 11:03:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6766, loss_cls: 2.4717, loss: 2.4717, grad_norm: 3.3638 2020-08-04 17:29:20,289 - mmaction - INFO - Epoch [161][1600/3757] lr: 3.087e-02, eta: 3 days, 11:03:27, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6750, loss_cls: 2.5517, loss: 2.5517, grad_norm: 3.4189 2020-08-04 17:29:36,099 - mmaction - INFO - Epoch [161][1620/3757] lr: 3.087e-02, eta: 3 days, 11:03:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6820, loss_cls: 2.5550, loss: 2.5550, grad_norm: 3.4807 2020-08-04 17:29:51,930 - mmaction - INFO - Epoch [161][1640/3757] lr: 3.087e-02, eta: 3 days, 11:02:49, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6805, loss_cls: 2.4948, loss: 2.4948, grad_norm: 3.3916 2020-08-04 17:30:07,929 - mmaction - INFO - Epoch [161][1660/3757] lr: 3.087e-02, eta: 3 days, 11:02:30, time: 0.799, data_time: 0.012, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6898, loss_cls: 2.5197, loss: 2.5197, grad_norm: 3.4796 2020-08-04 17:30:23,719 - mmaction - INFO - Epoch [161][1680/3757] lr: 3.087e-02, eta: 3 days, 11:02:11, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6695, loss_cls: 2.5221, loss: 2.5221, grad_norm: 3.5968 2020-08-04 17:30:39,516 - mmaction - INFO - Epoch [161][1700/3757] lr: 3.087e-02, eta: 3 days, 11:01:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6883, loss_cls: 2.5305, loss: 2.5305, grad_norm: 3.4976 2020-08-04 17:30:55,178 - mmaction - INFO - Epoch [161][1720/3757] lr: 3.087e-02, eta: 3 days, 11:01:32, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6766, loss_cls: 2.5667, loss: 2.5667, grad_norm: 3.5193 2020-08-04 17:31:10,980 - mmaction - INFO - Epoch [161][1740/3757] lr: 3.087e-02, eta: 3 days, 11:01:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6609, loss_cls: 2.6506, loss: 2.6506, grad_norm: 3.4380 2020-08-04 17:31:26,642 - mmaction - INFO - Epoch [161][1760/3757] lr: 3.087e-02, eta: 3 days, 11:00:54, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6914, loss_cls: 2.4389, loss: 2.4389, grad_norm: 3.4064 2020-08-04 17:31:42,424 - mmaction - INFO - Epoch [161][1780/3757] lr: 3.087e-02, eta: 3 days, 11:00:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6898, loss_cls: 2.4744, loss: 2.4744, grad_norm: 3.4149 2020-08-04 17:31:58,188 - mmaction - INFO - Epoch [161][1800/3757] lr: 3.087e-02, eta: 3 days, 11:00:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7117, loss_cls: 2.3819, loss: 2.3819, grad_norm: 3.3606 2020-08-04 17:32:14,105 - mmaction - INFO - Epoch [161][1820/3757] lr: 3.087e-02, eta: 3 days, 10:59:56, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6758, loss_cls: 2.5464, loss: 2.5464, grad_norm: 3.5719 2020-08-04 17:32:29,828 - mmaction - INFO - Epoch [161][1840/3757] lr: 3.087e-02, eta: 3 days, 10:59:37, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6945, loss_cls: 2.5026, loss: 2.5026, grad_norm: 3.4388 2020-08-04 17:32:45,647 - mmaction - INFO - Epoch [161][1860/3757] lr: 3.087e-02, eta: 3 days, 10:59:18, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6773, loss_cls: 2.5507, loss: 2.5507, grad_norm: 3.5300 2020-08-04 17:33:01,465 - mmaction - INFO - Epoch [161][1880/3757] lr: 3.087e-02, eta: 3 days, 10:58:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6586, loss_cls: 2.6445, loss: 2.6445, grad_norm: 3.4248 2020-08-04 17:33:17,175 - mmaction - INFO - Epoch [161][1900/3757] lr: 3.087e-02, eta: 3 days, 10:58:39, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6813, loss_cls: 2.5500, loss: 2.5500, grad_norm: 3.4931 2020-08-04 17:33:32,977 - mmaction - INFO - Epoch [161][1920/3757] lr: 3.087e-02, eta: 3 days, 10:58:20, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6727, loss_cls: 2.5686, loss: 2.5686, grad_norm: 3.4386 2020-08-04 17:33:48,743 - mmaction - INFO - Epoch [161][1940/3757] lr: 3.087e-02, eta: 3 days, 10:58:01, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6773, loss_cls: 2.6059, loss: 2.6059, grad_norm: 3.5070 2020-08-04 17:34:04,605 - mmaction - INFO - Epoch [161][1960/3757] lr: 3.087e-02, eta: 3 days, 10:57:42, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6711, loss_cls: 2.5223, loss: 2.5223, grad_norm: 3.4560 2020-08-04 17:34:20,457 - mmaction - INFO - Epoch [161][1980/3757] lr: 3.087e-02, eta: 3 days, 10:57:23, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6727, loss_cls: 2.6182, loss: 2.6182, grad_norm: 3.4371 2020-08-04 17:34:36,217 - mmaction - INFO - Epoch [161][2000/3757] lr: 3.087e-02, eta: 3 days, 10:57:04, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6813, loss_cls: 2.5090, loss: 2.5090, grad_norm: 3.5433 2020-08-04 17:34:52,083 - mmaction - INFO - Epoch [161][2020/3757] lr: 3.087e-02, eta: 3 days, 10:56:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6578, loss_cls: 2.6089, loss: 2.6089, grad_norm: 3.5511 2020-08-04 17:35:07,834 - mmaction - INFO - Epoch [161][2040/3757] lr: 3.087e-02, eta: 3 days, 10:56:25, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.4391, top5_acc: 0.7023, loss_cls: 2.4625, loss: 2.4625, grad_norm: 3.5690 2020-08-04 17:35:23,680 - mmaction - INFO - Epoch [161][2060/3757] lr: 3.087e-02, eta: 3 days, 10:56:07, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6609, loss_cls: 2.5505, loss: 2.5505, grad_norm: 3.3906 2020-08-04 17:35:39,473 - mmaction - INFO - Epoch [161][2080/3757] lr: 3.087e-02, eta: 3 days, 10:55:47, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6687, loss_cls: 2.5566, loss: 2.5566, grad_norm: 3.4157 2020-08-04 17:35:55,242 - mmaction - INFO - Epoch [161][2100/3757] lr: 3.087e-02, eta: 3 days, 10:55:28, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6625, loss_cls: 2.6011, loss: 2.6011, grad_norm: 3.3552 2020-08-04 17:36:11,120 - mmaction - INFO - Epoch [161][2120/3757] lr: 3.087e-02, eta: 3 days, 10:55:09, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6875, loss_cls: 2.4822, loss: 2.4822, grad_norm: 3.3904 2020-08-04 17:36:26,943 - mmaction - INFO - Epoch [161][2140/3757] lr: 3.087e-02, eta: 3 days, 10:54:50, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4352, top5_acc: 0.7055, loss_cls: 2.4096, loss: 2.4096, grad_norm: 3.4532 2020-08-04 17:36:42,747 - mmaction - INFO - Epoch [161][2160/3757] lr: 3.087e-02, eta: 3 days, 10:54:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7039, loss_cls: 2.4792, loss: 2.4792, grad_norm: 3.5023 2020-08-04 17:36:58,513 - mmaction - INFO - Epoch [161][2180/3757] lr: 3.087e-02, eta: 3 days, 10:54:12, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7000, loss_cls: 2.4862, loss: 2.4862, grad_norm: 3.4617 2020-08-04 17:37:14,298 - mmaction - INFO - Epoch [161][2200/3757] lr: 3.087e-02, eta: 3 days, 10:53:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6672, loss_cls: 2.5811, loss: 2.5811, grad_norm: 3.5937 2020-08-04 17:37:30,085 - mmaction - INFO - Epoch [161][2220/3757] lr: 3.087e-02, eta: 3 days, 10:53:33, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6594, loss_cls: 2.5459, loss: 2.5459, grad_norm: 3.3921 2020-08-04 17:37:45,888 - mmaction - INFO - Epoch [161][2240/3757] lr: 3.087e-02, eta: 3 days, 10:53:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6781, loss_cls: 2.5278, loss: 2.5278, grad_norm: 3.4082 2020-08-04 17:38:01,640 - mmaction - INFO - Epoch [161][2260/3757] lr: 3.087e-02, eta: 3 days, 10:52:55, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6773, loss_cls: 2.5295, loss: 2.5295, grad_norm: 3.5248 2020-08-04 17:38:17,417 - mmaction - INFO - Epoch [161][2280/3757] lr: 3.087e-02, eta: 3 days, 10:52:36, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6914, loss_cls: 2.4698, loss: 2.4698, grad_norm: 3.4061 2020-08-04 17:38:33,240 - mmaction - INFO - Epoch [161][2300/3757] lr: 3.087e-02, eta: 3 days, 10:52:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6750, loss_cls: 2.5528, loss: 2.5528, grad_norm: 3.5289 2020-08-04 17:38:49,043 - mmaction - INFO - Epoch [161][2320/3757] lr: 3.087e-02, eta: 3 days, 10:51:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6680, loss_cls: 2.4765, loss: 2.4765, grad_norm: 3.3859 2020-08-04 17:39:04,888 - mmaction - INFO - Epoch [161][2340/3757] lr: 3.087e-02, eta: 3 days, 10:51:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6930, loss_cls: 2.4488, loss: 2.4488, grad_norm: 3.3760 2020-08-04 17:39:20,676 - mmaction - INFO - Epoch [161][2360/3757] lr: 3.087e-02, eta: 3 days, 10:51:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6898, loss_cls: 2.5191, loss: 2.5191, grad_norm: 3.4388 2020-08-04 17:39:36,455 - mmaction - INFO - Epoch [161][2380/3757] lr: 3.087e-02, eta: 3 days, 10:51:00, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6961, loss_cls: 2.4327, loss: 2.4327, grad_norm: 3.3667 2020-08-04 17:39:52,286 - mmaction - INFO - Epoch [161][2400/3757] lr: 3.087e-02, eta: 3 days, 10:50:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6984, loss_cls: 2.5285, loss: 2.5285, grad_norm: 3.4258 2020-08-04 17:40:08,049 - mmaction - INFO - Epoch [161][2420/3757] lr: 3.087e-02, eta: 3 days, 10:50:22, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4477, top5_acc: 0.7047, loss_cls: 2.4240, loss: 2.4240, grad_norm: 3.4035 2020-08-04 17:40:23,800 - mmaction - INFO - Epoch [161][2440/3757] lr: 3.087e-02, eta: 3 days, 10:50:03, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6930, loss_cls: 2.4549, loss: 2.4549, grad_norm: 3.3371 2020-08-04 17:40:39,577 - mmaction - INFO - Epoch [161][2460/3757] lr: 3.087e-02, eta: 3 days, 10:49:43, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6625, loss_cls: 2.6245, loss: 2.6245, grad_norm: 3.4751 2020-08-04 17:40:55,357 - mmaction - INFO - Epoch [161][2480/3757] lr: 3.087e-02, eta: 3 days, 10:49:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6781, loss_cls: 2.5290, loss: 2.5290, grad_norm: 3.3797 2020-08-04 17:41:11,150 - mmaction - INFO - Epoch [161][2500/3757] lr: 3.087e-02, eta: 3 days, 10:49:05, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6727, loss_cls: 2.5780, loss: 2.5780, grad_norm: 3.4825 2020-08-04 17:41:27,022 - mmaction - INFO - Epoch [161][2520/3757] lr: 3.087e-02, eta: 3 days, 10:48:46, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6680, loss_cls: 2.5770, loss: 2.5770, grad_norm: 3.3594 2020-08-04 17:41:42,927 - mmaction - INFO - Epoch [161][2540/3757] lr: 3.087e-02, eta: 3 days, 10:48:27, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4391, top5_acc: 0.7102, loss_cls: 2.4448, loss: 2.4448, grad_norm: 3.4058 2020-08-04 17:41:58,746 - mmaction - INFO - Epoch [161][2560/3757] lr: 3.087e-02, eta: 3 days, 10:48:08, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6836, loss_cls: 2.5161, loss: 2.5161, grad_norm: 3.5218 2020-08-04 17:42:14,616 - mmaction - INFO - Epoch [161][2580/3757] lr: 3.087e-02, eta: 3 days, 10:47:49, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6859, loss_cls: 2.4791, loss: 2.4791, grad_norm: 3.4632 2020-08-04 17:42:30,408 - mmaction - INFO - Epoch [161][2600/3757] lr: 3.087e-02, eta: 3 days, 10:47:30, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6961, loss_cls: 2.4913, loss: 2.4913, grad_norm: 3.4925 2020-08-04 17:42:46,179 - mmaction - INFO - Epoch [161][2620/3757] lr: 3.087e-02, eta: 3 days, 10:47:11, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6562, loss_cls: 2.5498, loss: 2.5498, grad_norm: 3.5897 2020-08-04 17:43:01,953 - mmaction - INFO - Epoch [161][2640/3757] lr: 3.087e-02, eta: 3 days, 10:46:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6789, loss_cls: 2.4752, loss: 2.4752, grad_norm: 3.5054 2020-08-04 17:43:17,712 - mmaction - INFO - Epoch [161][2660/3757] lr: 3.087e-02, eta: 3 days, 10:46:33, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6695, loss_cls: 2.6342, loss: 2.6342, grad_norm: 3.5097 2020-08-04 17:43:33,515 - mmaction - INFO - Epoch [161][2680/3757] lr: 3.087e-02, eta: 3 days, 10:46:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6859, loss_cls: 2.5031, loss: 2.5031, grad_norm: 3.3985 2020-08-04 17:43:49,337 - mmaction - INFO - Epoch [161][2700/3757] lr: 3.087e-02, eta: 3 days, 10:45:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6875, loss_cls: 2.5056, loss: 2.5056, grad_norm: 3.4213 2020-08-04 17:44:05,077 - mmaction - INFO - Epoch [161][2720/3757] lr: 3.087e-02, eta: 3 days, 10:45:35, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6828, loss_cls: 2.4952, loss: 2.4952, grad_norm: 3.3860 2020-08-04 17:44:20,873 - mmaction - INFO - Epoch [161][2740/3757] lr: 3.087e-02, eta: 3 days, 10:45:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6797, loss_cls: 2.5072, loss: 2.5072, grad_norm: 3.5297 2020-08-04 17:44:36,691 - mmaction - INFO - Epoch [161][2760/3757] lr: 3.087e-02, eta: 3 days, 10:44:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6758, loss_cls: 2.5822, loss: 2.5822, grad_norm: 3.4531 2020-08-04 17:44:52,473 - mmaction - INFO - Epoch [161][2780/3757] lr: 3.087e-02, eta: 3 days, 10:44:38, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6891, loss_cls: 2.5050, loss: 2.5050, grad_norm: 3.4019 2020-08-04 17:45:08,244 - mmaction - INFO - Epoch [161][2800/3757] lr: 3.087e-02, eta: 3 days, 10:44:19, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6672, loss_cls: 2.5671, loss: 2.5671, grad_norm: 3.5453 2020-08-04 17:45:24,168 - mmaction - INFO - Epoch [161][2820/3757] lr: 3.087e-02, eta: 3 days, 10:44:00, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6734, loss_cls: 2.6217, loss: 2.6217, grad_norm: 3.5160 2020-08-04 17:45:40,010 - mmaction - INFO - Epoch [161][2840/3757] lr: 3.087e-02, eta: 3 days, 10:43:41, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4055, top5_acc: 0.6687, loss_cls: 2.6406, loss: 2.6406, grad_norm: 3.4245 2020-08-04 17:45:55,832 - mmaction - INFO - Epoch [161][2860/3757] lr: 3.087e-02, eta: 3 days, 10:43:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6578, loss_cls: 2.6209, loss: 2.6209, grad_norm: 3.4772 2020-08-04 17:46:11,589 - mmaction - INFO - Epoch [161][2880/3757] lr: 3.087e-02, eta: 3 days, 10:43:03, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6758, loss_cls: 2.5081, loss: 2.5081, grad_norm: 3.3804 2020-08-04 17:46:27,415 - mmaction - INFO - Epoch [161][2900/3757] lr: 3.087e-02, eta: 3 days, 10:42:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6984, loss_cls: 2.4398, loss: 2.4398, grad_norm: 3.3923 2020-08-04 17:46:43,206 - mmaction - INFO - Epoch [161][2920/3757] lr: 3.087e-02, eta: 3 days, 10:42:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6750, loss_cls: 2.5079, loss: 2.5079, grad_norm: 3.5200 2020-08-04 17:46:58,984 - mmaction - INFO - Epoch [161][2940/3757] lr: 3.087e-02, eta: 3 days, 10:42:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6781, loss_cls: 2.5244, loss: 2.5244, grad_norm: 3.4521 2020-08-04 17:47:14,730 - mmaction - INFO - Epoch [161][2960/3757] lr: 3.087e-02, eta: 3 days, 10:41:46, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6836, loss_cls: 2.5099, loss: 2.5099, grad_norm: 3.5074 2020-08-04 17:47:30,526 - mmaction - INFO - Epoch [161][2980/3757] lr: 3.087e-02, eta: 3 days, 10:41:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6961, loss_cls: 2.4671, loss: 2.4671, grad_norm: 3.3872 2020-08-04 17:47:46,288 - mmaction - INFO - Epoch [161][3000/3757] lr: 3.087e-02, eta: 3 days, 10:41:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6664, loss_cls: 2.5397, loss: 2.5397, grad_norm: 3.4891 2020-08-04 17:48:02,121 - mmaction - INFO - Epoch [161][3020/3757] lr: 3.087e-02, eta: 3 days, 10:40:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6805, loss_cls: 2.5177, loss: 2.5177, grad_norm: 3.3477 2020-08-04 17:48:17,902 - mmaction - INFO - Epoch [161][3040/3757] lr: 3.087e-02, eta: 3 days, 10:40:30, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6961, loss_cls: 2.4631, loss: 2.4631, grad_norm: 3.3772 2020-08-04 17:48:33,720 - mmaction - INFO - Epoch [161][3060/3757] lr: 3.087e-02, eta: 3 days, 10:40:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6813, loss_cls: 2.4162, loss: 2.4162, grad_norm: 3.3668 2020-08-04 17:48:49,488 - mmaction - INFO - Epoch [161][3080/3757] lr: 3.087e-02, eta: 3 days, 10:39:51, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6828, loss_cls: 2.4385, loss: 2.4385, grad_norm: 3.3880 2020-08-04 17:49:05,265 - mmaction - INFO - Epoch [161][3100/3757] lr: 3.087e-02, eta: 3 days, 10:39:32, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6867, loss_cls: 2.5257, loss: 2.5257, grad_norm: 3.4414 2020-08-04 17:49:21,039 - mmaction - INFO - Epoch [161][3120/3757] lr: 3.087e-02, eta: 3 days, 10:39:13, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6680, loss_cls: 2.5935, loss: 2.5935, grad_norm: 3.4656 2020-08-04 17:49:36,850 - mmaction - INFO - Epoch [161][3140/3757] lr: 3.087e-02, eta: 3 days, 10:38:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6789, loss_cls: 2.5449, loss: 2.5449, grad_norm: 3.4416 2020-08-04 17:49:52,687 - mmaction - INFO - Epoch [161][3160/3757] lr: 3.087e-02, eta: 3 days, 10:38:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.5400, loss: 2.5400, grad_norm: 3.4459 2020-08-04 17:50:08,471 - mmaction - INFO - Epoch [161][3180/3757] lr: 3.087e-02, eta: 3 days, 10:38:16, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6922, loss_cls: 2.4936, loss: 2.4936, grad_norm: 3.5015 2020-08-04 17:50:24,162 - mmaction - INFO - Epoch [161][3200/3757] lr: 3.087e-02, eta: 3 days, 10:37:56, time: 0.784, data_time: 0.000, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6781, loss_cls: 2.5987, loss: 2.5987, grad_norm: 3.5793 2020-08-04 17:50:39,972 - mmaction - INFO - Epoch [161][3220/3757] lr: 3.087e-02, eta: 3 days, 10:37:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6891, loss_cls: 2.4499, loss: 2.4499, grad_norm: 3.4059 2020-08-04 17:50:55,780 - mmaction - INFO - Epoch [161][3240/3757] lr: 3.087e-02, eta: 3 days, 10:37:18, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.6922, loss_cls: 2.4209, loss: 2.4209, grad_norm: 3.3332 2020-08-04 17:51:11,607 - mmaction - INFO - Epoch [161][3260/3757] lr: 3.087e-02, eta: 3 days, 10:36:59, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6984, loss_cls: 2.4670, loss: 2.4670, grad_norm: 3.4660 2020-08-04 17:51:27,431 - mmaction - INFO - Epoch [161][3280/3757] lr: 3.087e-02, eta: 3 days, 10:36:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6664, loss_cls: 2.6443, loss: 2.6443, grad_norm: 3.4997 2020-08-04 17:51:43,494 - mmaction - INFO - Epoch [161][3300/3757] lr: 3.087e-02, eta: 3 days, 10:36:22, time: 0.801, data_time: 0.014, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6680, loss_cls: 2.5549, loss: 2.5549, grad_norm: 3.4365 2020-08-04 17:51:59,795 - mmaction - INFO - Epoch [161][3320/3757] lr: 3.087e-02, eta: 3 days, 10:36:04, time: 0.817, data_time: 0.026, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6773, loss_cls: 2.6096, loss: 2.6096, grad_norm: 3.4214 2020-08-04 17:52:15,780 - mmaction - INFO - Epoch [161][3340/3757] lr: 3.087e-02, eta: 3 days, 10:35:46, time: 0.799, data_time: 0.014, memory: 6192, top1_acc: 0.4477, top5_acc: 0.7297, loss_cls: 2.3207, loss: 2.3207, grad_norm: 3.3678 2020-08-04 17:52:32,014 - mmaction - INFO - Epoch [161][3360/3757] lr: 3.087e-02, eta: 3 days, 10:35:28, time: 0.810, data_time: 0.024, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6820, loss_cls: 2.5503, loss: 2.5503, grad_norm: 3.5015 2020-08-04 17:52:47,896 - mmaction - INFO - Epoch [161][3380/3757] lr: 3.087e-02, eta: 3 days, 10:35:09, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6578, loss_cls: 2.5790, loss: 2.5790, grad_norm: 3.4297 2020-08-04 17:53:03,745 - mmaction - INFO - Epoch [161][3400/3757] lr: 3.087e-02, eta: 3 days, 10:34:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6648, loss_cls: 2.5923, loss: 2.5923, grad_norm: 3.4798 2020-08-04 17:53:19,571 - mmaction - INFO - Epoch [161][3420/3757] lr: 3.087e-02, eta: 3 days, 10:34:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6727, loss_cls: 2.4978, loss: 2.4978, grad_norm: 3.3602 2020-08-04 17:53:35,470 - mmaction - INFO - Epoch [161][3440/3757] lr: 3.087e-02, eta: 3 days, 10:34:12, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6758, loss_cls: 2.4864, loss: 2.4864, grad_norm: 3.3093 2020-08-04 17:53:51,213 - mmaction - INFO - Epoch [161][3460/3757] lr: 3.087e-02, eta: 3 days, 10:33:53, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6906, loss_cls: 2.5331, loss: 2.5331, grad_norm: 3.4297 2020-08-04 17:54:07,016 - mmaction - INFO - Epoch [161][3480/3757] lr: 3.087e-02, eta: 3 days, 10:33:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6602, loss_cls: 2.5937, loss: 2.5937, grad_norm: 3.4695 2020-08-04 17:54:22,824 - mmaction - INFO - Epoch [161][3500/3757] lr: 3.087e-02, eta: 3 days, 10:33:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6750, loss_cls: 2.4997, loss: 2.4997, grad_norm: 3.3823 2020-08-04 17:54:38,697 - mmaction - INFO - Epoch [161][3520/3757] lr: 3.087e-02, eta: 3 days, 10:32:56, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6891, loss_cls: 2.4701, loss: 2.4701, grad_norm: 3.4912 2020-08-04 17:54:54,510 - mmaction - INFO - Epoch [161][3540/3757] lr: 3.087e-02, eta: 3 days, 10:32:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.3977, top5_acc: 0.6766, loss_cls: 2.5943, loss: 2.5943, grad_norm: 3.4314 2020-08-04 17:55:10,334 - mmaction - INFO - Epoch [161][3560/3757] lr: 3.087e-02, eta: 3 days, 10:32:18, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6523, loss_cls: 2.6320, loss: 2.6320, grad_norm: 3.5035 2020-08-04 17:55:26,096 - mmaction - INFO - Epoch [161][3580/3757] lr: 3.087e-02, eta: 3 days, 10:31:59, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6656, loss_cls: 2.5631, loss: 2.5631, grad_norm: 3.5071 2020-08-04 17:55:41,930 - mmaction - INFO - Epoch [161][3600/3757] lr: 3.087e-02, eta: 3 days, 10:31:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6633, loss_cls: 2.6150, loss: 2.6150, grad_norm: 3.4386 2020-08-04 17:55:57,685 - mmaction - INFO - Epoch [161][3620/3757] lr: 3.087e-02, eta: 3 days, 10:31:21, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6961, loss_cls: 2.4895, loss: 2.4895, grad_norm: 3.4556 2020-08-04 17:56:13,508 - mmaction - INFO - Epoch [161][3640/3757] lr: 3.087e-02, eta: 3 days, 10:31:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.5024, loss: 2.5024, grad_norm: 3.5296 2020-08-04 17:56:29,280 - mmaction - INFO - Epoch [161][3660/3757] lr: 3.087e-02, eta: 3 days, 10:30:43, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6945, loss_cls: 2.4481, loss: 2.4481, grad_norm: 3.3739 2020-08-04 17:56:45,083 - mmaction - INFO - Epoch [161][3680/3757] lr: 3.087e-02, eta: 3 days, 10:30:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6680, loss_cls: 2.5392, loss: 2.5392, grad_norm: 3.3927 2020-08-04 17:57:00,871 - mmaction - INFO - Epoch [161][3700/3757] lr: 3.087e-02, eta: 3 days, 10:30:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6969, loss_cls: 2.4312, loss: 2.4312, grad_norm: 3.4902 2020-08-04 17:57:16,587 - mmaction - INFO - Epoch [161][3720/3757] lr: 3.087e-02, eta: 3 days, 10:29:45, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6641, loss_cls: 2.6160, loss: 2.6160, grad_norm: 3.5123 2020-08-04 17:57:32,324 - mmaction - INFO - Epoch [161][3740/3757] lr: 3.087e-02, eta: 3 days, 10:29:26, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7023, loss_cls: 2.4055, loss: 2.4055, grad_norm: 3.3239 2020-08-04 18:01:05,329 - mmaction - INFO - Epoch [162][20/3757] lr: 3.030e-02, eta: 3 days, 10:36:50, time: 9.784, data_time: 8.948, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6820, loss_cls: 2.4720, loss: 2.4720, grad_norm: 3.3576 2020-08-04 18:01:21,160 - mmaction - INFO - Epoch [162][40/3757] lr: 3.030e-02, eta: 3 days, 10:36:31, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6937, loss_cls: 2.4915, loss: 2.4915, grad_norm: 3.4641 2020-08-04 18:01:36,937 - mmaction - INFO - Epoch [162][60/3757] lr: 3.030e-02, eta: 3 days, 10:36:12, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6820, loss_cls: 2.5323, loss: 2.5323, grad_norm: 3.4430 2020-08-04 18:01:52,717 - mmaction - INFO - Epoch [162][80/3757] lr: 3.030e-02, eta: 3 days, 10:35:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6766, loss_cls: 2.5062, loss: 2.5062, grad_norm: 3.4718 2020-08-04 18:02:08,527 - mmaction - INFO - Epoch [162][100/3757] lr: 3.030e-02, eta: 3 days, 10:35:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6789, loss_cls: 2.5428, loss: 2.5428, grad_norm: 3.5377 2020-08-04 18:02:24,362 - mmaction - INFO - Epoch [162][120/3757] lr: 3.030e-02, eta: 3 days, 10:35:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6945, loss_cls: 2.4845, loss: 2.4845, grad_norm: 3.4072 2020-08-04 18:02:40,229 - mmaction - INFO - Epoch [162][140/3757] lr: 3.030e-02, eta: 3 days, 10:34:55, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6664, loss_cls: 2.6001, loss: 2.6001, grad_norm: 3.5934 2020-08-04 18:02:55,923 - mmaction - INFO - Epoch [162][160/3757] lr: 3.030e-02, eta: 3 days, 10:34:36, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7102, loss_cls: 2.3663, loss: 2.3663, grad_norm: 3.4026 2020-08-04 18:03:11,608 - mmaction - INFO - Epoch [162][180/3757] lr: 3.030e-02, eta: 3 days, 10:34:16, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4273, top5_acc: 0.7039, loss_cls: 2.4899, loss: 2.4899, grad_norm: 3.5473 2020-08-04 18:03:27,452 - mmaction - INFO - Epoch [162][200/3757] lr: 3.030e-02, eta: 3 days, 10:33:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6906, loss_cls: 2.4778, loss: 2.4778, grad_norm: 3.4121 2020-08-04 18:03:43,182 - mmaction - INFO - Epoch [162][220/3757] lr: 3.030e-02, eta: 3 days, 10:33:38, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6977, loss_cls: 2.4498, loss: 2.4498, grad_norm: 3.4750 2020-08-04 18:03:59,071 - mmaction - INFO - Epoch [162][240/3757] lr: 3.030e-02, eta: 3 days, 10:33:19, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7023, loss_cls: 2.3835, loss: 2.3835, grad_norm: 3.3510 2020-08-04 18:04:14,882 - mmaction - INFO - Epoch [162][260/3757] lr: 3.030e-02, eta: 3 days, 10:33:00, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6820, loss_cls: 2.5300, loss: 2.5300, grad_norm: 3.4112 2020-08-04 18:04:30,663 - mmaction - INFO - Epoch [162][280/3757] lr: 3.030e-02, eta: 3 days, 10:32:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6984, loss_cls: 2.5072, loss: 2.5072, grad_norm: 3.4441 2020-08-04 18:04:46,539 - mmaction - INFO - Epoch [162][300/3757] lr: 3.030e-02, eta: 3 days, 10:32:22, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6813, loss_cls: 2.4554, loss: 2.4554, grad_norm: 3.5338 2020-08-04 18:05:02,374 - mmaction - INFO - Epoch [162][320/3757] lr: 3.030e-02, eta: 3 days, 10:32:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6992, loss_cls: 2.4728, loss: 2.4728, grad_norm: 3.5203 2020-08-04 18:05:18,208 - mmaction - INFO - Epoch [162][340/3757] lr: 3.030e-02, eta: 3 days, 10:31:44, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4719, top5_acc: 0.6883, loss_cls: 2.4634, loss: 2.4634, grad_norm: 3.4461 2020-08-04 18:05:33,976 - mmaction - INFO - Epoch [162][360/3757] lr: 3.030e-02, eta: 3 days, 10:31:25, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6859, loss_cls: 2.5156, loss: 2.5156, grad_norm: 3.5627 2020-08-04 18:05:49,779 - mmaction - INFO - Epoch [162][380/3757] lr: 3.030e-02, eta: 3 days, 10:31:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6586, loss_cls: 2.5464, loss: 2.5464, grad_norm: 3.4651 2020-08-04 18:06:05,623 - mmaction - INFO - Epoch [162][400/3757] lr: 3.030e-02, eta: 3 days, 10:30:46, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7039, loss_cls: 2.3722, loss: 2.3722, grad_norm: 3.2981 2020-08-04 18:06:21,412 - mmaction - INFO - Epoch [162][420/3757] lr: 3.030e-02, eta: 3 days, 10:30:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6781, loss_cls: 2.5034, loss: 2.5034, grad_norm: 3.5565 2020-08-04 18:06:37,238 - mmaction - INFO - Epoch [162][440/3757] lr: 3.030e-02, eta: 3 days, 10:30:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6711, loss_cls: 2.5728, loss: 2.5728, grad_norm: 3.5097 2020-08-04 18:06:53,021 - mmaction - INFO - Epoch [162][460/3757] lr: 3.030e-02, eta: 3 days, 10:29:49, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.7000, loss_cls: 2.4605, loss: 2.4605, grad_norm: 3.3982 2020-08-04 18:07:08,869 - mmaction - INFO - Epoch [162][480/3757] lr: 3.030e-02, eta: 3 days, 10:29:30, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6781, loss_cls: 2.5560, loss: 2.5560, grad_norm: 3.5020 2020-08-04 18:07:24,676 - mmaction - INFO - Epoch [162][500/3757] lr: 3.030e-02, eta: 3 days, 10:29:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6914, loss_cls: 2.4492, loss: 2.4492, grad_norm: 3.5093 2020-08-04 18:07:40,536 - mmaction - INFO - Epoch [162][520/3757] lr: 3.030e-02, eta: 3 days, 10:28:52, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6852, loss_cls: 2.4829, loss: 2.4829, grad_norm: 3.4951 2020-08-04 18:07:56,399 - mmaction - INFO - Epoch [162][540/3757] lr: 3.030e-02, eta: 3 days, 10:28:33, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6602, loss_cls: 2.6236, loss: 2.6236, grad_norm: 3.5264 2020-08-04 18:08:12,304 - mmaction - INFO - Epoch [162][560/3757] lr: 3.030e-02, eta: 3 days, 10:28:14, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6914, loss_cls: 2.4178, loss: 2.4178, grad_norm: 3.3561 2020-08-04 18:08:28,109 - mmaction - INFO - Epoch [162][580/3757] lr: 3.030e-02, eta: 3 days, 10:27:55, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6820, loss_cls: 2.4995, loss: 2.4995, grad_norm: 3.4428 2020-08-04 18:08:43,928 - mmaction - INFO - Epoch [162][600/3757] lr: 3.030e-02, eta: 3 days, 10:27:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6656, loss_cls: 2.5719, loss: 2.5719, grad_norm: 3.5318 2020-08-04 18:08:59,701 - mmaction - INFO - Epoch [162][620/3757] lr: 3.030e-02, eta: 3 days, 10:27:17, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6984, loss_cls: 2.4591, loss: 2.4591, grad_norm: 3.5011 2020-08-04 18:09:15,593 - mmaction - INFO - Epoch [162][640/3757] lr: 3.030e-02, eta: 3 days, 10:26:58, time: 0.795, data_time: 0.009, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6773, loss_cls: 2.5675, loss: 2.5675, grad_norm: 3.4876 2020-08-04 18:09:31,358 - mmaction - INFO - Epoch [162][660/3757] lr: 3.030e-02, eta: 3 days, 10:26:39, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6883, loss_cls: 2.4352, loss: 2.4352, grad_norm: 3.4629 2020-08-04 18:09:47,197 - mmaction - INFO - Epoch [162][680/3757] lr: 3.030e-02, eta: 3 days, 10:26:20, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6828, loss_cls: 2.5313, loss: 2.5313, grad_norm: 3.4679 2020-08-04 18:10:03,034 - mmaction - INFO - Epoch [162][700/3757] lr: 3.030e-02, eta: 3 days, 10:26:01, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6758, loss_cls: 2.5077, loss: 2.5077, grad_norm: 3.4978 2020-08-04 18:10:18,755 - mmaction - INFO - Epoch [162][720/3757] lr: 3.030e-02, eta: 3 days, 10:25:41, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6641, loss_cls: 2.5081, loss: 2.5081, grad_norm: 3.4408 2020-08-04 18:10:34,592 - mmaction - INFO - Epoch [162][740/3757] lr: 3.030e-02, eta: 3 days, 10:25:22, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6953, loss_cls: 2.4556, loss: 2.4556, grad_norm: 3.4755 2020-08-04 18:10:50,429 - mmaction - INFO - Epoch [162][760/3757] lr: 3.030e-02, eta: 3 days, 10:25:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6906, loss_cls: 2.4113, loss: 2.4113, grad_norm: 3.5036 2020-08-04 18:11:06,215 - mmaction - INFO - Epoch [162][780/3757] lr: 3.030e-02, eta: 3 days, 10:24:44, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6852, loss_cls: 2.5165, loss: 2.5165, grad_norm: 3.5459 2020-08-04 18:11:22,151 - mmaction - INFO - Epoch [162][800/3757] lr: 3.030e-02, eta: 3 days, 10:24:25, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6844, loss_cls: 2.5287, loss: 2.5287, grad_norm: 3.6040 2020-08-04 18:11:37,941 - mmaction - INFO - Epoch [162][820/3757] lr: 3.030e-02, eta: 3 days, 10:24:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6945, loss_cls: 2.4689, loss: 2.4689, grad_norm: 3.5126 2020-08-04 18:11:53,753 - mmaction - INFO - Epoch [162][840/3757] lr: 3.030e-02, eta: 3 days, 10:23:47, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6664, loss_cls: 2.5619, loss: 2.5619, grad_norm: 3.5427 2020-08-04 18:12:09,564 - mmaction - INFO - Epoch [162][860/3757] lr: 3.030e-02, eta: 3 days, 10:23:28, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6813, loss_cls: 2.4951, loss: 2.4951, grad_norm: 3.4068 2020-08-04 18:12:25,307 - mmaction - INFO - Epoch [162][880/3757] lr: 3.030e-02, eta: 3 days, 10:23:09, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6891, loss_cls: 2.4829, loss: 2.4829, grad_norm: 3.5354 2020-08-04 18:12:41,132 - mmaction - INFO - Epoch [162][900/3757] lr: 3.030e-02, eta: 3 days, 10:22:50, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6930, loss_cls: 2.4789, loss: 2.4789, grad_norm: 3.5979 2020-08-04 18:12:56,841 - mmaction - INFO - Epoch [162][920/3757] lr: 3.030e-02, eta: 3 days, 10:22:30, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4461, top5_acc: 0.7047, loss_cls: 2.3808, loss: 2.3808, grad_norm: 3.3711 2020-08-04 18:13:12,526 - mmaction - INFO - Epoch [162][940/3757] lr: 3.030e-02, eta: 3 days, 10:22:11, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6797, loss_cls: 2.5053, loss: 2.5053, grad_norm: 3.4807 2020-08-04 18:13:28,421 - mmaction - INFO - Epoch [162][960/3757] lr: 3.030e-02, eta: 3 days, 10:21:52, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6703, loss_cls: 2.5572, loss: 2.5572, grad_norm: 3.4815 2020-08-04 18:13:44,176 - mmaction - INFO - Epoch [162][980/3757] lr: 3.030e-02, eta: 3 days, 10:21:33, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6852, loss_cls: 2.4869, loss: 2.4869, grad_norm: 3.4650 2020-08-04 18:14:00,018 - mmaction - INFO - Epoch [162][1000/3757] lr: 3.030e-02, eta: 3 days, 10:21:14, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6789, loss_cls: 2.5617, loss: 2.5617, grad_norm: 3.4599 2020-08-04 18:14:15,738 - mmaction - INFO - Epoch [162][1020/3757] lr: 3.030e-02, eta: 3 days, 10:20:55, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6914, loss_cls: 2.4760, loss: 2.4760, grad_norm: 3.4597 2020-08-04 18:14:31,558 - mmaction - INFO - Epoch [162][1040/3757] lr: 3.030e-02, eta: 3 days, 10:20:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6711, loss_cls: 2.5144, loss: 2.5144, grad_norm: 3.4108 2020-08-04 18:14:47,407 - mmaction - INFO - Epoch [162][1060/3757] lr: 3.030e-02, eta: 3 days, 10:20:16, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6945, loss_cls: 2.4824, loss: 2.4824, grad_norm: 3.4735 2020-08-04 18:15:03,242 - mmaction - INFO - Epoch [162][1080/3757] lr: 3.030e-02, eta: 3 days, 10:19:57, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6852, loss_cls: 2.4976, loss: 2.4976, grad_norm: 3.4820 2020-08-04 18:15:19,005 - mmaction - INFO - Epoch [162][1100/3757] lr: 3.030e-02, eta: 3 days, 10:19:38, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6734, loss_cls: 2.4911, loss: 2.4911, grad_norm: 3.4258 2020-08-04 18:15:34,840 - mmaction - INFO - Epoch [162][1120/3757] lr: 3.030e-02, eta: 3 days, 10:19:19, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7055, loss_cls: 2.4002, loss: 2.4002, grad_norm: 3.4987 2020-08-04 18:15:50,679 - mmaction - INFO - Epoch [162][1140/3757] lr: 3.030e-02, eta: 3 days, 10:19:00, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6773, loss_cls: 2.5311, loss: 2.5311, grad_norm: 3.5198 2020-08-04 18:16:06,470 - mmaction - INFO - Epoch [162][1160/3757] lr: 3.030e-02, eta: 3 days, 10:18:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6945, loss_cls: 2.4518, loss: 2.4518, grad_norm: 3.4629 2020-08-04 18:16:22,266 - mmaction - INFO - Epoch [162][1180/3757] lr: 3.030e-02, eta: 3 days, 10:18:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6766, loss_cls: 2.5029, loss: 2.5029, grad_norm: 3.4493 2020-08-04 18:16:38,103 - mmaction - INFO - Epoch [162][1200/3757] lr: 3.030e-02, eta: 3 days, 10:18:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6828, loss_cls: 2.4868, loss: 2.4868, grad_norm: 3.4251 2020-08-04 18:16:53,930 - mmaction - INFO - Epoch [162][1220/3757] lr: 3.030e-02, eta: 3 days, 10:17:44, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6891, loss_cls: 2.4750, loss: 2.4750, grad_norm: 3.3895 2020-08-04 18:17:09,810 - mmaction - INFO - Epoch [162][1240/3757] lr: 3.030e-02, eta: 3 days, 10:17:25, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7086, loss_cls: 2.4023, loss: 2.4023, grad_norm: 3.4554 2020-08-04 18:17:25,554 - mmaction - INFO - Epoch [162][1260/3757] lr: 3.030e-02, eta: 3 days, 10:17:06, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6617, loss_cls: 2.5851, loss: 2.5851, grad_norm: 3.5528 2020-08-04 18:17:41,301 - mmaction - INFO - Epoch [162][1280/3757] lr: 3.030e-02, eta: 3 days, 10:16:47, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6859, loss_cls: 2.4610, loss: 2.4610, grad_norm: 3.4133 2020-08-04 18:17:57,210 - mmaction - INFO - Epoch [162][1300/3757] lr: 3.030e-02, eta: 3 days, 10:16:28, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7000, loss_cls: 2.4059, loss: 2.4059, grad_norm: 3.4035 2020-08-04 18:18:12,944 - mmaction - INFO - Epoch [162][1320/3757] lr: 3.030e-02, eta: 3 days, 10:16:09, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6906, loss_cls: 2.4962, loss: 2.4962, grad_norm: 3.6106 2020-08-04 18:18:28,697 - mmaction - INFO - Epoch [162][1340/3757] lr: 3.030e-02, eta: 3 days, 10:15:49, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6898, loss_cls: 2.5336, loss: 2.5336, grad_norm: 3.5367 2020-08-04 18:18:44,592 - mmaction - INFO - Epoch [162][1360/3757] lr: 3.030e-02, eta: 3 days, 10:15:30, time: 0.795, data_time: 0.010, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6977, loss_cls: 2.3664, loss: 2.3664, grad_norm: 3.4314 2020-08-04 18:19:00,386 - mmaction - INFO - Epoch [162][1380/3757] lr: 3.030e-02, eta: 3 days, 10:15:11, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7016, loss_cls: 2.3770, loss: 2.3770, grad_norm: 3.4243 2020-08-04 18:19:16,193 - mmaction - INFO - Epoch [162][1400/3757] lr: 3.030e-02, eta: 3 days, 10:14:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6844, loss_cls: 2.4814, loss: 2.4814, grad_norm: 3.5215 2020-08-04 18:19:31,975 - mmaction - INFO - Epoch [162][1420/3757] lr: 3.030e-02, eta: 3 days, 10:14:33, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6914, loss_cls: 2.5055, loss: 2.5055, grad_norm: 3.5141 2020-08-04 18:19:47,754 - mmaction - INFO - Epoch [162][1440/3757] lr: 3.030e-02, eta: 3 days, 10:14:14, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6820, loss_cls: 2.5005, loss: 2.5005, grad_norm: 3.5259 2020-08-04 18:20:03,531 - mmaction - INFO - Epoch [162][1460/3757] lr: 3.030e-02, eta: 3 days, 10:13:55, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.3984, top5_acc: 0.6625, loss_cls: 2.6509, loss: 2.6509, grad_norm: 3.5560 2020-08-04 18:20:19,212 - mmaction - INFO - Epoch [162][1480/3757] lr: 3.030e-02, eta: 3 days, 10:13:35, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6766, loss_cls: 2.5183, loss: 2.5183, grad_norm: 3.4388 2020-08-04 18:20:35,147 - mmaction - INFO - Epoch [162][1500/3757] lr: 3.030e-02, eta: 3 days, 10:13:17, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6602, loss_cls: 2.5727, loss: 2.5727, grad_norm: 3.4380 2020-08-04 18:20:50,893 - mmaction - INFO - Epoch [162][1520/3757] lr: 3.030e-02, eta: 3 days, 10:12:58, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6914, loss_cls: 2.4485, loss: 2.4485, grad_norm: 3.4631 2020-08-04 18:21:06,778 - mmaction - INFO - Epoch [162][1540/3757] lr: 3.030e-02, eta: 3 days, 10:12:39, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6977, loss_cls: 2.4102, loss: 2.4102, grad_norm: 3.5233 2020-08-04 18:21:22,656 - mmaction - INFO - Epoch [162][1560/3757] lr: 3.030e-02, eta: 3 days, 10:12:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6859, loss_cls: 2.5373, loss: 2.5373, grad_norm: 3.4834 2020-08-04 18:21:38,393 - mmaction - INFO - Epoch [162][1580/3757] lr: 3.030e-02, eta: 3 days, 10:12:01, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6742, loss_cls: 2.5380, loss: 2.5380, grad_norm: 3.4649 2020-08-04 18:21:54,190 - mmaction - INFO - Epoch [162][1600/3757] lr: 3.030e-02, eta: 3 days, 10:11:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6672, loss_cls: 2.6026, loss: 2.6026, grad_norm: 3.5368 2020-08-04 18:22:09,979 - mmaction - INFO - Epoch [162][1620/3757] lr: 3.030e-02, eta: 3 days, 10:11:22, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6578, loss_cls: 2.6160, loss: 2.6160, grad_norm: 3.4490 2020-08-04 18:22:25,791 - mmaction - INFO - Epoch [162][1640/3757] lr: 3.030e-02, eta: 3 days, 10:11:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6750, loss_cls: 2.4841, loss: 2.4841, grad_norm: 3.4173 2020-08-04 18:22:41,562 - mmaction - INFO - Epoch [162][1660/3757] lr: 3.030e-02, eta: 3 days, 10:10:44, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6672, loss_cls: 2.5083, loss: 2.5083, grad_norm: 3.5295 2020-08-04 18:22:57,334 - mmaction - INFO - Epoch [162][1680/3757] lr: 3.030e-02, eta: 3 days, 10:10:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6844, loss_cls: 2.5337, loss: 2.5337, grad_norm: 3.5181 2020-08-04 18:23:13,073 - mmaction - INFO - Epoch [162][1700/3757] lr: 3.030e-02, eta: 3 days, 10:10:06, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6789, loss_cls: 2.4489, loss: 2.4489, grad_norm: 3.3781 2020-08-04 18:23:29,010 - mmaction - INFO - Epoch [162][1720/3757] lr: 3.030e-02, eta: 3 days, 10:09:47, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6891, loss_cls: 2.5566, loss: 2.5566, grad_norm: 3.4515 2020-08-04 18:23:44,699 - mmaction - INFO - Epoch [162][1740/3757] lr: 3.030e-02, eta: 3 days, 10:09:28, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6641, loss_cls: 2.5400, loss: 2.5400, grad_norm: 3.4030 2020-08-04 18:24:00,502 - mmaction - INFO - Epoch [162][1760/3757] lr: 3.030e-02, eta: 3 days, 10:09:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.7031, loss_cls: 2.4253, loss: 2.4253, grad_norm: 3.4938 2020-08-04 18:24:16,235 - mmaction - INFO - Epoch [162][1780/3757] lr: 3.030e-02, eta: 3 days, 10:08:49, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6820, loss_cls: 2.5556, loss: 2.5556, grad_norm: 3.5370 2020-08-04 18:24:31,987 - mmaction - INFO - Epoch [162][1800/3757] lr: 3.030e-02, eta: 3 days, 10:08:30, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.7008, loss_cls: 2.4255, loss: 2.4255, grad_norm: 3.5482 2020-08-04 18:24:47,779 - mmaction - INFO - Epoch [162][1820/3757] lr: 3.030e-02, eta: 3 days, 10:08:11, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6930, loss_cls: 2.5267, loss: 2.5267, grad_norm: 3.6925 2020-08-04 18:25:03,682 - mmaction - INFO - Epoch [162][1840/3757] lr: 3.030e-02, eta: 3 days, 10:07:52, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7008, loss_cls: 2.4075, loss: 2.4075, grad_norm: 3.5118 2020-08-04 18:25:19,383 - mmaction - INFO - Epoch [162][1860/3757] lr: 3.030e-02, eta: 3 days, 10:07:33, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6641, loss_cls: 2.5507, loss: 2.5507, grad_norm: 3.6148 2020-08-04 18:25:35,224 - mmaction - INFO - Epoch [162][1880/3757] lr: 3.030e-02, eta: 3 days, 10:07:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6719, loss_cls: 2.5437, loss: 2.5437, grad_norm: 3.5406 2020-08-04 18:25:51,055 - mmaction - INFO - Epoch [162][1900/3757] lr: 3.030e-02, eta: 3 days, 10:06:55, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6727, loss_cls: 2.5920, loss: 2.5920, grad_norm: 3.4881 2020-08-04 18:26:06,897 - mmaction - INFO - Epoch [162][1920/3757] lr: 3.030e-02, eta: 3 days, 10:06:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6633, loss_cls: 2.6260, loss: 2.6260, grad_norm: 3.5753 2020-08-04 18:26:22,731 - mmaction - INFO - Epoch [162][1940/3757] lr: 3.030e-02, eta: 3 days, 10:06:17, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6430, loss_cls: 2.6619, loss: 2.6619, grad_norm: 3.4680 2020-08-04 18:26:38,545 - mmaction - INFO - Epoch [162][1960/3757] lr: 3.030e-02, eta: 3 days, 10:05:58, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6828, loss_cls: 2.5062, loss: 2.5062, grad_norm: 3.4211 2020-08-04 18:26:54,418 - mmaction - INFO - Epoch [162][1980/3757] lr: 3.030e-02, eta: 3 days, 10:05:39, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6891, loss_cls: 2.5398, loss: 2.5398, grad_norm: 3.4518 2020-08-04 18:27:10,091 - mmaction - INFO - Epoch [162][2000/3757] lr: 3.030e-02, eta: 3 days, 10:05:20, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6859, loss_cls: 2.4253, loss: 2.4253, grad_norm: 3.4251 2020-08-04 18:27:25,875 - mmaction - INFO - Epoch [162][2020/3757] lr: 3.030e-02, eta: 3 days, 10:05:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6703, loss_cls: 2.5783, loss: 2.5783, grad_norm: 3.5346 2020-08-04 18:27:41,652 - mmaction - INFO - Epoch [162][2040/3757] lr: 3.030e-02, eta: 3 days, 10:04:42, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6844, loss_cls: 2.5464, loss: 2.5464, grad_norm: 3.4017 2020-08-04 18:27:57,489 - mmaction - INFO - Epoch [162][2060/3757] lr: 3.030e-02, eta: 3 days, 10:04:23, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6914, loss_cls: 2.4850, loss: 2.4850, grad_norm: 3.4628 2020-08-04 18:28:13,212 - mmaction - INFO - Epoch [162][2080/3757] lr: 3.030e-02, eta: 3 days, 10:04:03, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6906, loss_cls: 2.4520, loss: 2.4520, grad_norm: 3.4880 2020-08-04 18:28:29,085 - mmaction - INFO - Epoch [162][2100/3757] lr: 3.030e-02, eta: 3 days, 10:03:45, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6625, loss_cls: 2.5263, loss: 2.5263, grad_norm: 3.4580 2020-08-04 18:28:44,790 - mmaction - INFO - Epoch [162][2120/3757] lr: 3.030e-02, eta: 3 days, 10:03:25, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7016, loss_cls: 2.3848, loss: 2.3848, grad_norm: 3.4955 2020-08-04 18:29:00,703 - mmaction - INFO - Epoch [162][2140/3757] lr: 3.030e-02, eta: 3 days, 10:03:07, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6719, loss_cls: 2.5716, loss: 2.5716, grad_norm: 3.5399 2020-08-04 18:29:16,418 - mmaction - INFO - Epoch [162][2160/3757] lr: 3.030e-02, eta: 3 days, 10:02:47, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6922, loss_cls: 2.4398, loss: 2.4398, grad_norm: 3.2749 2020-08-04 18:29:32,304 - mmaction - INFO - Epoch [162][2180/3757] lr: 3.030e-02, eta: 3 days, 10:02:28, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6727, loss_cls: 2.5547, loss: 2.5547, grad_norm: 3.4413 2020-08-04 18:29:48,029 - mmaction - INFO - Epoch [162][2200/3757] lr: 3.030e-02, eta: 3 days, 10:02:09, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6711, loss_cls: 2.5851, loss: 2.5851, grad_norm: 3.5006 2020-08-04 18:30:03,895 - mmaction - INFO - Epoch [162][2220/3757] lr: 3.030e-02, eta: 3 days, 10:01:50, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6852, loss_cls: 2.4750, loss: 2.4750, grad_norm: 3.4546 2020-08-04 18:30:19,568 - mmaction - INFO - Epoch [162][2240/3757] lr: 3.030e-02, eta: 3 days, 10:01:31, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6984, loss_cls: 2.4262, loss: 2.4262, grad_norm: 3.4140 2020-08-04 18:30:35,440 - mmaction - INFO - Epoch [162][2260/3757] lr: 3.030e-02, eta: 3 days, 10:01:12, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6836, loss_cls: 2.5530, loss: 2.5530, grad_norm: 3.5430 2020-08-04 18:30:51,143 - mmaction - INFO - Epoch [162][2280/3757] lr: 3.030e-02, eta: 3 days, 10:00:53, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6719, loss_cls: 2.5407, loss: 2.5407, grad_norm: 3.5022 2020-08-04 18:31:07,036 - mmaction - INFO - Epoch [162][2300/3757] lr: 3.030e-02, eta: 3 days, 10:00:34, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6758, loss_cls: 2.5415, loss: 2.5415, grad_norm: 3.4029 2020-08-04 18:31:22,824 - mmaction - INFO - Epoch [162][2320/3757] lr: 3.030e-02, eta: 3 days, 10:00:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6953, loss_cls: 2.4349, loss: 2.4349, grad_norm: 3.5025 2020-08-04 18:31:38,605 - mmaction - INFO - Epoch [162][2340/3757] lr: 3.030e-02, eta: 3 days, 9:59:56, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6586, loss_cls: 2.5845, loss: 2.5845, grad_norm: 3.5554 2020-08-04 18:31:54,470 - mmaction - INFO - Epoch [162][2360/3757] lr: 3.030e-02, eta: 3 days, 9:59:37, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6789, loss_cls: 2.5271, loss: 2.5271, grad_norm: 3.4603 2020-08-04 18:32:10,317 - mmaction - INFO - Epoch [162][2380/3757] lr: 3.030e-02, eta: 3 days, 9:59:18, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6984, loss_cls: 2.4334, loss: 2.4334, grad_norm: 3.4845 2020-08-04 18:32:26,197 - mmaction - INFO - Epoch [162][2400/3757] lr: 3.030e-02, eta: 3 days, 9:58:59, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6797, loss_cls: 2.4554, loss: 2.4554, grad_norm: 3.4387 2020-08-04 18:32:42,036 - mmaction - INFO - Epoch [162][2420/3757] lr: 3.030e-02, eta: 3 days, 9:58:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6867, loss_cls: 2.4664, loss: 2.4664, grad_norm: 3.4868 2020-08-04 18:32:57,819 - mmaction - INFO - Epoch [162][2440/3757] lr: 3.030e-02, eta: 3 days, 9:58:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6945, loss_cls: 2.4232, loss: 2.4232, grad_norm: 3.5156 2020-08-04 18:33:13,612 - mmaction - INFO - Epoch [162][2460/3757] lr: 3.030e-02, eta: 3 days, 9:58:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6844, loss_cls: 2.4862, loss: 2.4862, grad_norm: 3.5453 2020-08-04 18:33:29,472 - mmaction - INFO - Epoch [162][2480/3757] lr: 3.030e-02, eta: 3 days, 9:57:43, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6883, loss_cls: 2.4911, loss: 2.4911, grad_norm: 3.4553 2020-08-04 18:33:45,272 - mmaction - INFO - Epoch [162][2500/3757] lr: 3.030e-02, eta: 3 days, 9:57:24, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6797, loss_cls: 2.4624, loss: 2.4624, grad_norm: 3.4625 2020-08-04 18:34:01,056 - mmaction - INFO - Epoch [162][2520/3757] lr: 3.030e-02, eta: 3 days, 9:57:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7133, loss_cls: 2.3594, loss: 2.3594, grad_norm: 3.3565 2020-08-04 18:34:16,878 - mmaction - INFO - Epoch [162][2540/3757] lr: 3.030e-02, eta: 3 days, 9:56:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6781, loss_cls: 2.5410, loss: 2.5410, grad_norm: 3.4508 2020-08-04 18:34:32,687 - mmaction - INFO - Epoch [162][2560/3757] lr: 3.030e-02, eta: 3 days, 9:56:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6852, loss_cls: 2.5503, loss: 2.5503, grad_norm: 3.5141 2020-08-04 18:34:48,490 - mmaction - INFO - Epoch [162][2580/3757] lr: 3.030e-02, eta: 3 days, 9:56:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6844, loss_cls: 2.4775, loss: 2.4775, grad_norm: 3.4832 2020-08-04 18:35:04,368 - mmaction - INFO - Epoch [162][2600/3757] lr: 3.030e-02, eta: 3 days, 9:55:49, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7039, loss_cls: 2.3576, loss: 2.3576, grad_norm: 3.3676 2020-08-04 18:35:20,062 - mmaction - INFO - Epoch [162][2620/3757] lr: 3.030e-02, eta: 3 days, 9:55:30, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6969, loss_cls: 2.4642, loss: 2.4642, grad_norm: 3.4800 2020-08-04 18:35:36,011 - mmaction - INFO - Epoch [162][2640/3757] lr: 3.030e-02, eta: 3 days, 9:55:12, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6883, loss_cls: 2.4565, loss: 2.4565, grad_norm: 3.3808 2020-08-04 18:35:51,705 - mmaction - INFO - Epoch [162][2660/3757] lr: 3.030e-02, eta: 3 days, 9:54:52, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6531, loss_cls: 2.5769, loss: 2.5769, grad_norm: 3.4420 2020-08-04 18:36:07,459 - mmaction - INFO - Epoch [162][2680/3757] lr: 3.030e-02, eta: 3 days, 9:54:33, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6703, loss_cls: 2.5368, loss: 2.5368, grad_norm: 3.4595 2020-08-04 18:36:23,257 - mmaction - INFO - Epoch [162][2700/3757] lr: 3.030e-02, eta: 3 days, 9:54:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6937, loss_cls: 2.5102, loss: 2.5102, grad_norm: 3.3694 2020-08-04 18:36:39,069 - mmaction - INFO - Epoch [162][2720/3757] lr: 3.030e-02, eta: 3 days, 9:53:55, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6719, loss_cls: 2.5749, loss: 2.5749, grad_norm: 3.5127 2020-08-04 18:36:54,916 - mmaction - INFO - Epoch [162][2740/3757] lr: 3.030e-02, eta: 3 days, 9:53:36, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6789, loss_cls: 2.5869, loss: 2.5869, grad_norm: 3.5977 2020-08-04 18:37:10,627 - mmaction - INFO - Epoch [162][2760/3757] lr: 3.030e-02, eta: 3 days, 9:53:17, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6922, loss_cls: 2.4604, loss: 2.4604, grad_norm: 3.5062 2020-08-04 18:37:26,455 - mmaction - INFO - Epoch [162][2780/3757] lr: 3.030e-02, eta: 3 days, 9:52:58, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6875, loss_cls: 2.5336, loss: 2.5336, grad_norm: 3.5713 2020-08-04 18:37:42,220 - mmaction - INFO - Epoch [162][2800/3757] lr: 3.030e-02, eta: 3 days, 9:52:39, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6727, loss_cls: 2.5558, loss: 2.5558, grad_norm: 3.6054 2020-08-04 18:37:57,965 - mmaction - INFO - Epoch [162][2820/3757] lr: 3.030e-02, eta: 3 days, 9:52:20, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6609, loss_cls: 2.6352, loss: 2.6352, grad_norm: 3.5506 2020-08-04 18:38:13,753 - mmaction - INFO - Epoch [162][2840/3757] lr: 3.030e-02, eta: 3 days, 9:52:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6883, loss_cls: 2.5225, loss: 2.5225, grad_norm: 3.4156 2020-08-04 18:38:29,526 - mmaction - INFO - Epoch [162][2860/3757] lr: 3.030e-02, eta: 3 days, 9:51:41, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6570, loss_cls: 2.5741, loss: 2.5741, grad_norm: 3.4886 2020-08-04 18:38:45,321 - mmaction - INFO - Epoch [162][2880/3757] lr: 3.030e-02, eta: 3 days, 9:51:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6750, loss_cls: 2.5821, loss: 2.5821, grad_norm: 3.5386 2020-08-04 18:39:01,225 - mmaction - INFO - Epoch [162][2900/3757] lr: 3.030e-02, eta: 3 days, 9:51:04, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6742, loss_cls: 2.5556, loss: 2.5556, grad_norm: 3.5091 2020-08-04 18:39:16,989 - mmaction - INFO - Epoch [162][2920/3757] lr: 3.030e-02, eta: 3 days, 9:50:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6922, loss_cls: 2.4900, loss: 2.4900, grad_norm: 3.4499 2020-08-04 18:39:32,820 - mmaction - INFO - Epoch [162][2940/3757] lr: 3.030e-02, eta: 3 days, 9:50:26, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6742, loss_cls: 2.5466, loss: 2.5466, grad_norm: 3.4362 2020-08-04 18:39:48,592 - mmaction - INFO - Epoch [162][2960/3757] lr: 3.030e-02, eta: 3 days, 9:50:07, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6711, loss_cls: 2.5270, loss: 2.5270, grad_norm: 3.4447 2020-08-04 18:40:04,387 - mmaction - INFO - Epoch [162][2980/3757] lr: 3.030e-02, eta: 3 days, 9:49:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6719, loss_cls: 2.5260, loss: 2.5260, grad_norm: 3.4784 2020-08-04 18:40:20,124 - mmaction - INFO - Epoch [162][3000/3757] lr: 3.030e-02, eta: 3 days, 9:49:28, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6828, loss_cls: 2.4643, loss: 2.4643, grad_norm: 3.3810 2020-08-04 18:40:35,944 - mmaction - INFO - Epoch [162][3020/3757] lr: 3.030e-02, eta: 3 days, 9:49:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6852, loss_cls: 2.4680, loss: 2.4680, grad_norm: 3.4638 2020-08-04 18:40:51,682 - mmaction - INFO - Epoch [162][3040/3757] lr: 3.030e-02, eta: 3 days, 9:48:50, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6789, loss_cls: 2.5173, loss: 2.5173, grad_norm: 3.4895 2020-08-04 18:41:07,482 - mmaction - INFO - Epoch [162][3060/3757] lr: 3.030e-02, eta: 3 days, 9:48:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6750, loss_cls: 2.4796, loss: 2.4796, grad_norm: 3.3775 2020-08-04 18:41:23,299 - mmaction - INFO - Epoch [162][3080/3757] lr: 3.030e-02, eta: 3 days, 9:48:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6813, loss_cls: 2.4236, loss: 2.4236, grad_norm: 3.4228 2020-08-04 18:41:39,092 - mmaction - INFO - Epoch [162][3100/3757] lr: 3.030e-02, eta: 3 days, 9:47:53, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6797, loss_cls: 2.5370, loss: 2.5370, grad_norm: 3.4854 2020-08-04 18:41:54,925 - mmaction - INFO - Epoch [162][3120/3757] lr: 3.030e-02, eta: 3 days, 9:47:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.6906, loss_cls: 2.4059, loss: 2.4059, grad_norm: 3.3721 2020-08-04 18:42:10,587 - mmaction - INFO - Epoch [162][3140/3757] lr: 3.030e-02, eta: 3 days, 9:47:15, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6500, loss_cls: 2.6347, loss: 2.6347, grad_norm: 3.4731 2020-08-04 18:42:26,513 - mmaction - INFO - Epoch [162][3160/3757] lr: 3.030e-02, eta: 3 days, 9:46:56, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6789, loss_cls: 2.4745, loss: 2.4745, grad_norm: 3.4218 2020-08-04 18:42:42,189 - mmaction - INFO - Epoch [162][3180/3757] lr: 3.030e-02, eta: 3 days, 9:46:37, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6641, loss_cls: 2.5701, loss: 2.5701, grad_norm: 3.5493 2020-08-04 18:42:58,111 - mmaction - INFO - Epoch [162][3200/3757] lr: 3.030e-02, eta: 3 days, 9:46:18, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6883, loss_cls: 2.4708, loss: 2.4708, grad_norm: 3.4126 2020-08-04 18:43:13,814 - mmaction - INFO - Epoch [162][3220/3757] lr: 3.030e-02, eta: 3 days, 9:45:59, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4305, top5_acc: 0.7047, loss_cls: 2.4194, loss: 2.4194, grad_norm: 3.4087 2020-08-04 18:43:29,667 - mmaction - INFO - Epoch [162][3240/3757] lr: 3.030e-02, eta: 3 days, 9:45:40, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.7000, loss_cls: 2.4338, loss: 2.4338, grad_norm: 3.4905 2020-08-04 18:43:45,462 - mmaction - INFO - Epoch [162][3260/3757] lr: 3.030e-02, eta: 3 days, 9:45:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6852, loss_cls: 2.4721, loss: 2.4721, grad_norm: 3.3613 2020-08-04 18:44:01,291 - mmaction - INFO - Epoch [162][3280/3757] lr: 3.030e-02, eta: 3 days, 9:45:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6695, loss_cls: 2.5609, loss: 2.5609, grad_norm: 3.5654 2020-08-04 18:44:17,112 - mmaction - INFO - Epoch [162][3300/3757] lr: 3.030e-02, eta: 3 days, 9:44:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6750, loss_cls: 2.5198, loss: 2.5198, grad_norm: 3.3867 2020-08-04 18:44:32,897 - mmaction - INFO - Epoch [162][3320/3757] lr: 3.030e-02, eta: 3 days, 9:44:24, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.4540, loss: 2.4540, grad_norm: 3.4652 2020-08-04 18:44:48,667 - mmaction - INFO - Epoch [162][3340/3757] lr: 3.030e-02, eta: 3 days, 9:44:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6813, loss_cls: 2.5590, loss: 2.5590, grad_norm: 3.6347 2020-08-04 18:45:04,578 - mmaction - INFO - Epoch [162][3360/3757] lr: 3.030e-02, eta: 3 days, 9:43:47, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6828, loss_cls: 2.4697, loss: 2.4697, grad_norm: 3.4979 2020-08-04 18:45:20,341 - mmaction - INFO - Epoch [162][3380/3757] lr: 3.030e-02, eta: 3 days, 9:43:28, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6898, loss_cls: 2.5228, loss: 2.5228, grad_norm: 3.5097 2020-08-04 18:45:36,263 - mmaction - INFO - Epoch [162][3400/3757] lr: 3.030e-02, eta: 3 days, 9:43:09, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6586, loss_cls: 2.5962, loss: 2.5962, grad_norm: 3.4672 2020-08-04 18:45:52,020 - mmaction - INFO - Epoch [162][3420/3757] lr: 3.030e-02, eta: 3 days, 9:42:50, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6602, loss_cls: 2.5406, loss: 2.5406, grad_norm: 3.4198 2020-08-04 18:46:07,833 - mmaction - INFO - Epoch [162][3440/3757] lr: 3.030e-02, eta: 3 days, 9:42:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6797, loss_cls: 2.4805, loss: 2.4805, grad_norm: 3.4132 2020-08-04 18:46:23,569 - mmaction - INFO - Epoch [162][3460/3757] lr: 3.030e-02, eta: 3 days, 9:42:12, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6766, loss_cls: 2.5411, loss: 2.5411, grad_norm: 3.5168 2020-08-04 18:46:39,362 - mmaction - INFO - Epoch [162][3480/3757] lr: 3.030e-02, eta: 3 days, 9:41:53, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6742, loss_cls: 2.5085, loss: 2.5085, grad_norm: 3.4556 2020-08-04 18:46:55,137 - mmaction - INFO - Epoch [162][3500/3757] lr: 3.030e-02, eta: 3 days, 9:41:34, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.5334, loss: 2.5334, grad_norm: 3.4595 2020-08-04 18:47:10,936 - mmaction - INFO - Epoch [162][3520/3757] lr: 3.030e-02, eta: 3 days, 9:41:15, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6844, loss_cls: 2.5060, loss: 2.5060, grad_norm: 3.6029 2020-08-04 18:47:26,756 - mmaction - INFO - Epoch [162][3540/3757] lr: 3.030e-02, eta: 3 days, 9:40:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6719, loss_cls: 2.5469, loss: 2.5469, grad_norm: 3.5394 2020-08-04 18:47:42,536 - mmaction - INFO - Epoch [162][3560/3757] lr: 3.030e-02, eta: 3 days, 9:40:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6734, loss_cls: 2.5583, loss: 2.5583, grad_norm: 3.5868 2020-08-04 18:47:58,340 - mmaction - INFO - Epoch [162][3580/3757] lr: 3.030e-02, eta: 3 days, 9:40:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6500, loss_cls: 2.6598, loss: 2.6598, grad_norm: 3.5151 2020-08-04 18:48:14,079 - mmaction - INFO - Epoch [162][3600/3757] lr: 3.030e-02, eta: 3 days, 9:39:59, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4023, top5_acc: 0.6461, loss_cls: 2.7167, loss: 2.7167, grad_norm: 3.4328 2020-08-04 18:48:29,885 - mmaction - INFO - Epoch [162][3620/3757] lr: 3.030e-02, eta: 3 days, 9:39:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6641, loss_cls: 2.5407, loss: 2.5407, grad_norm: 3.3324 2020-08-04 18:48:45,691 - mmaction - INFO - Epoch [162][3640/3757] lr: 3.030e-02, eta: 3 days, 9:39:21, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6609, loss_cls: 2.5825, loss: 2.5825, grad_norm: 3.6216 2020-08-04 18:49:01,489 - mmaction - INFO - Epoch [162][3660/3757] lr: 3.030e-02, eta: 3 days, 9:39:02, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6633, loss_cls: 2.5694, loss: 2.5694, grad_norm: 3.4467 2020-08-04 18:49:17,348 - mmaction - INFO - Epoch [162][3680/3757] lr: 3.030e-02, eta: 3 days, 9:38:43, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6852, loss_cls: 2.5456, loss: 2.5456, grad_norm: 3.5035 2020-08-04 18:49:33,159 - mmaction - INFO - Epoch [162][3700/3757] lr: 3.030e-02, eta: 3 days, 9:38:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6664, loss_cls: 2.5509, loss: 2.5509, grad_norm: 3.3428 2020-08-04 18:49:49,028 - mmaction - INFO - Epoch [162][3720/3757] lr: 3.030e-02, eta: 3 days, 9:38:05, time: 0.794, data_time: 0.011, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7148, loss_cls: 2.4176, loss: 2.4176, grad_norm: 3.4422 2020-08-04 18:50:04,982 - mmaction - INFO - Epoch [162][3740/3757] lr: 3.030e-02, eta: 3 days, 9:37:47, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6883, loss_cls: 2.5586, loss: 2.5586, grad_norm: 3.4742 2020-08-04 18:53:07,027 - mmaction - INFO - Epoch [163][20/3757] lr: 2.974e-02, eta: 3 days, 9:43:22, time: 8.159, data_time: 7.307, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6914, loss_cls: 2.5292, loss: 2.5292, grad_norm: 3.5193 2020-08-04 18:53:22,791 - mmaction - INFO - Epoch [163][40/3757] lr: 2.974e-02, eta: 3 days, 9:43:03, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7016, loss_cls: 2.4191, loss: 2.4191, grad_norm: 3.4492 2020-08-04 18:53:38,506 - mmaction - INFO - Epoch [163][60/3757] lr: 2.974e-02, eta: 3 days, 9:42:43, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6930, loss_cls: 2.4499, loss: 2.4499, grad_norm: 3.4406 2020-08-04 18:53:54,373 - mmaction - INFO - Epoch [163][80/3757] lr: 2.974e-02, eta: 3 days, 9:42:24, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6836, loss_cls: 2.4765, loss: 2.4765, grad_norm: 3.4509 2020-08-04 18:54:10,193 - mmaction - INFO - Epoch [163][100/3757] lr: 2.974e-02, eta: 3 days, 9:42:05, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7055, loss_cls: 2.4176, loss: 2.4176, grad_norm: 3.4811 2020-08-04 18:54:26,055 - mmaction - INFO - Epoch [163][120/3757] lr: 2.974e-02, eta: 3 days, 9:41:47, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6953, loss_cls: 2.4744, loss: 2.4744, grad_norm: 3.5405 2020-08-04 18:54:41,864 - mmaction - INFO - Epoch [163][140/3757] lr: 2.974e-02, eta: 3 days, 9:41:28, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6937, loss_cls: 2.5027, loss: 2.5027, grad_norm: 3.5471 2020-08-04 18:54:57,700 - mmaction - INFO - Epoch [163][160/3757] lr: 2.974e-02, eta: 3 days, 9:41:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6914, loss_cls: 2.4713, loss: 2.4713, grad_norm: 3.4626 2020-08-04 18:55:13,550 - mmaction - INFO - Epoch [163][180/3757] lr: 2.974e-02, eta: 3 days, 9:40:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6937, loss_cls: 2.4258, loss: 2.4258, grad_norm: 3.3663 2020-08-04 18:55:29,386 - mmaction - INFO - Epoch [163][200/3757] lr: 2.974e-02, eta: 3 days, 9:40:31, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6820, loss_cls: 2.4995, loss: 2.4995, grad_norm: 3.4381 2020-08-04 18:55:45,287 - mmaction - INFO - Epoch [163][220/3757] lr: 2.974e-02, eta: 3 days, 9:40:12, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7086, loss_cls: 2.3876, loss: 2.3876, grad_norm: 3.4821 2020-08-04 18:56:01,049 - mmaction - INFO - Epoch [163][240/3757] lr: 2.974e-02, eta: 3 days, 9:39:53, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6734, loss_cls: 2.5449, loss: 2.5449, grad_norm: 3.5713 2020-08-04 18:56:16,940 - mmaction - INFO - Epoch [163][260/3757] lr: 2.974e-02, eta: 3 days, 9:39:34, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6984, loss_cls: 2.4818, loss: 2.4818, grad_norm: 3.4165 2020-08-04 18:56:32,583 - mmaction - INFO - Epoch [163][280/3757] lr: 2.974e-02, eta: 3 days, 9:39:15, time: 0.783, data_time: 0.002, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6734, loss_cls: 2.5878, loss: 2.5878, grad_norm: 3.5440 2020-08-04 18:56:48,436 - mmaction - INFO - Epoch [163][300/3757] lr: 2.974e-02, eta: 3 days, 9:38:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6555, loss_cls: 2.5582, loss: 2.5582, grad_norm: 3.4836 2020-08-04 18:57:04,144 - mmaction - INFO - Epoch [163][320/3757] lr: 2.974e-02, eta: 3 days, 9:38:36, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7125, loss_cls: 2.3660, loss: 2.3660, grad_norm: 3.3546 2020-08-04 18:57:19,988 - mmaction - INFO - Epoch [163][340/3757] lr: 2.974e-02, eta: 3 days, 9:38:18, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6813, loss_cls: 2.5458, loss: 2.5458, grad_norm: 3.5449 2020-08-04 18:57:35,771 - mmaction - INFO - Epoch [163][360/3757] lr: 2.974e-02, eta: 3 days, 9:37:58, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6711, loss_cls: 2.5510, loss: 2.5510, grad_norm: 3.4748 2020-08-04 18:57:51,595 - mmaction - INFO - Epoch [163][380/3757] lr: 2.974e-02, eta: 3 days, 9:37:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.7000, loss_cls: 2.4479, loss: 2.4479, grad_norm: 3.4832 2020-08-04 18:58:07,393 - mmaction - INFO - Epoch [163][400/3757] lr: 2.974e-02, eta: 3 days, 9:37:20, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6867, loss_cls: 2.5030, loss: 2.5030, grad_norm: 3.4299 2020-08-04 18:58:23,278 - mmaction - INFO - Epoch [163][420/3757] lr: 2.974e-02, eta: 3 days, 9:37:02, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6945, loss_cls: 2.4874, loss: 2.4874, grad_norm: 3.4733 2020-08-04 18:58:39,096 - mmaction - INFO - Epoch [163][440/3757] lr: 2.974e-02, eta: 3 days, 9:36:43, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6844, loss_cls: 2.4262, loss: 2.4262, grad_norm: 3.4575 2020-08-04 18:58:54,861 - mmaction - INFO - Epoch [163][460/3757] lr: 2.974e-02, eta: 3 days, 9:36:24, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6883, loss_cls: 2.4817, loss: 2.4817, grad_norm: 3.5866 2020-08-04 18:59:10,670 - mmaction - INFO - Epoch [163][480/3757] lr: 2.974e-02, eta: 3 days, 9:36:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7023, loss_cls: 2.4758, loss: 2.4758, grad_norm: 3.5101 2020-08-04 18:59:26,463 - mmaction - INFO - Epoch [163][500/3757] lr: 2.974e-02, eta: 3 days, 9:35:46, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.7000, loss_cls: 2.3928, loss: 2.3928, grad_norm: 3.4929 2020-08-04 18:59:42,265 - mmaction - INFO - Epoch [163][520/3757] lr: 2.974e-02, eta: 3 days, 9:35:27, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6867, loss_cls: 2.4893, loss: 2.4893, grad_norm: 3.4877 2020-08-04 18:59:58,083 - mmaction - INFO - Epoch [163][540/3757] lr: 2.974e-02, eta: 3 days, 9:35:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6914, loss_cls: 2.4738, loss: 2.4738, grad_norm: 3.4923 2020-08-04 19:00:18,305 - mmaction - INFO - Epoch [163][560/3757] lr: 2.974e-02, eta: 3 days, 9:35:01, time: 1.009, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.7055, loss_cls: 2.5022, loss: 2.5022, grad_norm: 3.5215 2020-08-04 19:00:34,109 - mmaction - INFO - Epoch [163][580/3757] lr: 2.974e-02, eta: 3 days, 9:34:42, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6844, loss_cls: 2.5030, loss: 2.5030, grad_norm: 3.4837 2020-08-04 19:00:49,918 - mmaction - INFO - Epoch [163][600/3757] lr: 2.974e-02, eta: 3 days, 9:34:23, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6766, loss_cls: 2.5766, loss: 2.5766, grad_norm: 3.5550 2020-08-04 19:01:05,666 - mmaction - INFO - Epoch [163][620/3757] lr: 2.974e-02, eta: 3 days, 9:34:04, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6867, loss_cls: 2.4824, loss: 2.4824, grad_norm: 3.4756 2020-08-04 19:01:21,427 - mmaction - INFO - Epoch [163][640/3757] lr: 2.974e-02, eta: 3 days, 9:33:44, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6875, loss_cls: 2.4290, loss: 2.4290, grad_norm: 3.6049 2020-08-04 19:01:37,176 - mmaction - INFO - Epoch [163][660/3757] lr: 2.974e-02, eta: 3 days, 9:33:25, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6711, loss_cls: 2.4794, loss: 2.4794, grad_norm: 3.5344 2020-08-04 19:01:52,975 - mmaction - INFO - Epoch [163][680/3757] lr: 2.974e-02, eta: 3 days, 9:33:06, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6555, loss_cls: 2.5923, loss: 2.5923, grad_norm: 3.5727 2020-08-04 19:02:09,595 - mmaction - INFO - Epoch [163][700/3757] lr: 2.974e-02, eta: 3 days, 9:32:49, time: 0.833, data_time: 0.006, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6883, loss_cls: 2.5275, loss: 2.5275, grad_norm: 3.4456 2020-08-04 19:02:25,707 - mmaction - INFO - Epoch [163][720/3757] lr: 2.974e-02, eta: 3 days, 9:32:31, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6922, loss_cls: 2.4329, loss: 2.4329, grad_norm: 3.4839 2020-08-04 19:02:42,455 - mmaction - INFO - Epoch [163][740/3757] lr: 2.974e-02, eta: 3 days, 9:32:15, time: 0.837, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6805, loss_cls: 2.4993, loss: 2.4993, grad_norm: 3.4980 2020-08-04 19:02:58,193 - mmaction - INFO - Epoch [163][760/3757] lr: 2.974e-02, eta: 3 days, 9:31:56, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6766, loss_cls: 2.5560, loss: 2.5560, grad_norm: 3.4977 2020-08-04 19:03:15,149 - mmaction - INFO - Epoch [163][780/3757] lr: 2.974e-02, eta: 3 days, 9:31:40, time: 0.849, data_time: 0.064, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6898, loss_cls: 2.5219, loss: 2.5219, grad_norm: 3.4290 2020-08-04 19:03:32,409 - mmaction - INFO - Epoch [163][800/3757] lr: 2.974e-02, eta: 3 days, 9:31:25, time: 0.864, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6609, loss_cls: 2.5615, loss: 2.5615, grad_norm: 3.5155 2020-08-04 19:03:48,296 - mmaction - INFO - Epoch [163][820/3757] lr: 2.974e-02, eta: 3 days, 9:31:06, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6750, loss_cls: 2.5684, loss: 2.5684, grad_norm: 3.4428 2020-08-04 19:04:04,223 - mmaction - INFO - Epoch [163][840/3757] lr: 2.974e-02, eta: 3 days, 9:30:47, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6883, loss_cls: 2.4853, loss: 2.4853, grad_norm: 3.4717 2020-08-04 19:04:20,527 - mmaction - INFO - Epoch [163][860/3757] lr: 2.974e-02, eta: 3 days, 9:30:30, time: 0.815, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6977, loss_cls: 2.4538, loss: 2.4538, grad_norm: 3.4907 2020-08-04 19:04:36,327 - mmaction - INFO - Epoch [163][880/3757] lr: 2.974e-02, eta: 3 days, 9:30:11, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6742, loss_cls: 2.5474, loss: 2.5474, grad_norm: 3.4766 2020-08-04 19:04:52,146 - mmaction - INFO - Epoch [163][900/3757] lr: 2.974e-02, eta: 3 days, 9:29:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6797, loss_cls: 2.5369, loss: 2.5369, grad_norm: 3.5783 2020-08-04 19:05:07,917 - mmaction - INFO - Epoch [163][920/3757] lr: 2.974e-02, eta: 3 days, 9:29:33, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6687, loss_cls: 2.5651, loss: 2.5651, grad_norm: 3.4863 2020-08-04 19:05:23,658 - mmaction - INFO - Epoch [163][940/3757] lr: 2.974e-02, eta: 3 days, 9:29:14, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6930, loss_cls: 2.4379, loss: 2.4379, grad_norm: 3.3996 2020-08-04 19:05:39,384 - mmaction - INFO - Epoch [163][960/3757] lr: 2.974e-02, eta: 3 days, 9:28:54, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6898, loss_cls: 2.5250, loss: 2.5250, grad_norm: 3.5104 2020-08-04 19:05:55,073 - mmaction - INFO - Epoch [163][980/3757] lr: 2.974e-02, eta: 3 days, 9:28:35, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6805, loss_cls: 2.4903, loss: 2.4903, grad_norm: 3.5092 2020-08-04 19:06:10,905 - mmaction - INFO - Epoch [163][1000/3757] lr: 2.974e-02, eta: 3 days, 9:28:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6758, loss_cls: 2.5167, loss: 2.5167, grad_norm: 3.5244 2020-08-04 19:06:26,721 - mmaction - INFO - Epoch [163][1020/3757] lr: 2.974e-02, eta: 3 days, 9:27:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6648, loss_cls: 2.4910, loss: 2.4910, grad_norm: 3.4193 2020-08-04 19:06:42,491 - mmaction - INFO - Epoch [163][1040/3757] lr: 2.974e-02, eta: 3 days, 9:27:38, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6781, loss_cls: 2.5177, loss: 2.5177, grad_norm: 3.4929 2020-08-04 19:06:58,328 - mmaction - INFO - Epoch [163][1060/3757] lr: 2.974e-02, eta: 3 days, 9:27:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7047, loss_cls: 2.4148, loss: 2.4148, grad_norm: 3.3986 2020-08-04 19:07:14,265 - mmaction - INFO - Epoch [163][1080/3757] lr: 2.974e-02, eta: 3 days, 9:27:01, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6672, loss_cls: 2.5178, loss: 2.5178, grad_norm: 3.5714 2020-08-04 19:07:30,102 - mmaction - INFO - Epoch [163][1100/3757] lr: 2.974e-02, eta: 3 days, 9:26:42, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6828, loss_cls: 2.4701, loss: 2.4701, grad_norm: 3.4134 2020-08-04 19:07:45,880 - mmaction - INFO - Epoch [163][1120/3757] lr: 2.974e-02, eta: 3 days, 9:26:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6852, loss_cls: 2.4696, loss: 2.4696, grad_norm: 3.5259 2020-08-04 19:08:01,749 - mmaction - INFO - Epoch [163][1140/3757] lr: 2.974e-02, eta: 3 days, 9:26:04, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6805, loss_cls: 2.5530, loss: 2.5530, grad_norm: 3.4824 2020-08-04 19:08:17,525 - mmaction - INFO - Epoch [163][1160/3757] lr: 2.974e-02, eta: 3 days, 9:25:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.4570, loss: 2.4570, grad_norm: 3.4621 2020-08-04 19:08:33,292 - mmaction - INFO - Epoch [163][1180/3757] lr: 2.974e-02, eta: 3 days, 9:25:26, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6961, loss_cls: 2.4409, loss: 2.4409, grad_norm: 3.4355 2020-08-04 19:08:49,112 - mmaction - INFO - Epoch [163][1200/3757] lr: 2.974e-02, eta: 3 days, 9:25:07, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6578, loss_cls: 2.5588, loss: 2.5588, grad_norm: 3.4382 2020-08-04 19:09:05,008 - mmaction - INFO - Epoch [163][1220/3757] lr: 2.974e-02, eta: 3 days, 9:24:48, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6711, loss_cls: 2.5829, loss: 2.5829, grad_norm: 3.5469 2020-08-04 19:09:20,830 - mmaction - INFO - Epoch [163][1240/3757] lr: 2.974e-02, eta: 3 days, 9:24:29, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6875, loss_cls: 2.4867, loss: 2.4867, grad_norm: 3.5517 2020-08-04 19:09:36,637 - mmaction - INFO - Epoch [163][1260/3757] lr: 2.974e-02, eta: 3 days, 9:24:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6875, loss_cls: 2.5337, loss: 2.5337, grad_norm: 3.4555 2020-08-04 19:09:52,431 - mmaction - INFO - Epoch [163][1280/3757] lr: 2.974e-02, eta: 3 days, 9:23:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6852, loss_cls: 2.5271, loss: 2.5271, grad_norm: 3.4076 2020-08-04 19:10:08,173 - mmaction - INFO - Epoch [163][1300/3757] lr: 2.974e-02, eta: 3 days, 9:23:32, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6875, loss_cls: 2.4868, loss: 2.4868, grad_norm: 3.3950 2020-08-04 19:10:23,966 - mmaction - INFO - Epoch [163][1320/3757] lr: 2.974e-02, eta: 3 days, 9:23:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6734, loss_cls: 2.5276, loss: 2.5276, grad_norm: 3.5320 2020-08-04 19:10:39,747 - mmaction - INFO - Epoch [163][1340/3757] lr: 2.974e-02, eta: 3 days, 9:22:54, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6750, loss_cls: 2.5166, loss: 2.5166, grad_norm: 3.5933 2020-08-04 19:10:55,517 - mmaction - INFO - Epoch [163][1360/3757] lr: 2.974e-02, eta: 3 days, 9:22:35, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6586, loss_cls: 2.6405, loss: 2.6405, grad_norm: 3.5568 2020-08-04 19:11:11,318 - mmaction - INFO - Epoch [163][1380/3757] lr: 2.974e-02, eta: 3 days, 9:22:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6813, loss_cls: 2.4684, loss: 2.4684, grad_norm: 3.4245 2020-08-04 19:11:27,135 - mmaction - INFO - Epoch [163][1400/3757] lr: 2.974e-02, eta: 3 days, 9:21:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6875, loss_cls: 2.4957, loss: 2.4957, grad_norm: 3.5052 2020-08-04 19:11:42,885 - mmaction - INFO - Epoch [163][1420/3757] lr: 2.974e-02, eta: 3 days, 9:21:38, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6844, loss_cls: 2.4833, loss: 2.4833, grad_norm: 3.4183 2020-08-04 19:11:58,659 - mmaction - INFO - Epoch [163][1440/3757] lr: 2.974e-02, eta: 3 days, 9:21:19, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6875, loss_cls: 2.4791, loss: 2.4791, grad_norm: 3.5662 2020-08-04 19:12:14,508 - mmaction - INFO - Epoch [163][1460/3757] lr: 2.974e-02, eta: 3 days, 9:21:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6930, loss_cls: 2.4767, loss: 2.4767, grad_norm: 3.4805 2020-08-04 19:12:30,307 - mmaction - INFO - Epoch [163][1480/3757] lr: 2.974e-02, eta: 3 days, 9:20:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6844, loss_cls: 2.5399, loss: 2.5399, grad_norm: 3.4350 2020-08-04 19:12:46,073 - mmaction - INFO - Epoch [163][1500/3757] lr: 2.974e-02, eta: 3 days, 9:20:22, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7148, loss_cls: 2.3484, loss: 2.3484, grad_norm: 3.3839 2020-08-04 19:13:01,931 - mmaction - INFO - Epoch [163][1520/3757] lr: 2.974e-02, eta: 3 days, 9:20:03, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6883, loss_cls: 2.4546, loss: 2.4546, grad_norm: 3.5017 2020-08-04 19:13:17,722 - mmaction - INFO - Epoch [163][1540/3757] lr: 2.974e-02, eta: 3 days, 9:19:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6820, loss_cls: 2.4612, loss: 2.4612, grad_norm: 3.4873 2020-08-04 19:13:33,579 - mmaction - INFO - Epoch [163][1560/3757] lr: 2.974e-02, eta: 3 days, 9:19:25, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7031, loss_cls: 2.3766, loss: 2.3766, grad_norm: 3.4676 2020-08-04 19:13:49,403 - mmaction - INFO - Epoch [163][1580/3757] lr: 2.974e-02, eta: 3 days, 9:19:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6703, loss_cls: 2.5929, loss: 2.5929, grad_norm: 3.5608 2020-08-04 19:14:05,258 - mmaction - INFO - Epoch [163][1600/3757] lr: 2.974e-02, eta: 3 days, 9:18:47, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4414, top5_acc: 0.7039, loss_cls: 2.4733, loss: 2.4733, grad_norm: 3.4599 2020-08-04 19:14:21,104 - mmaction - INFO - Epoch [163][1620/3757] lr: 2.974e-02, eta: 3 days, 9:18:29, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6820, loss_cls: 2.5531, loss: 2.5531, grad_norm: 3.4541 2020-08-04 19:14:36,899 - mmaction - INFO - Epoch [163][1640/3757] lr: 2.974e-02, eta: 3 days, 9:18:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6867, loss_cls: 2.4869, loss: 2.4869, grad_norm: 3.4514 2020-08-04 19:14:52,665 - mmaction - INFO - Epoch [163][1660/3757] lr: 2.974e-02, eta: 3 days, 9:17:51, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6633, loss_cls: 2.5825, loss: 2.5825, grad_norm: 3.5104 2020-08-04 19:15:08,454 - mmaction - INFO - Epoch [163][1680/3757] lr: 2.974e-02, eta: 3 days, 9:17:32, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7234, loss_cls: 2.3458, loss: 2.3458, grad_norm: 3.4520 2020-08-04 19:15:24,245 - mmaction - INFO - Epoch [163][1700/3757] lr: 2.974e-02, eta: 3 days, 9:17:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7094, loss_cls: 2.3843, loss: 2.3843, grad_norm: 3.5175 2020-08-04 19:15:40,058 - mmaction - INFO - Epoch [163][1720/3757] lr: 2.974e-02, eta: 3 days, 9:16:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7031, loss_cls: 2.3754, loss: 2.3754, grad_norm: 3.5126 2020-08-04 19:15:55,805 - mmaction - INFO - Epoch [163][1740/3757] lr: 2.974e-02, eta: 3 days, 9:16:35, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6766, loss_cls: 2.5343, loss: 2.5343, grad_norm: 3.7164 2020-08-04 19:16:11,577 - mmaction - INFO - Epoch [163][1760/3757] lr: 2.974e-02, eta: 3 days, 9:16:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6672, loss_cls: 2.5081, loss: 2.5081, grad_norm: 3.4918 2020-08-04 19:16:27,373 - mmaction - INFO - Epoch [163][1780/3757] lr: 2.974e-02, eta: 3 days, 9:15:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6828, loss_cls: 2.4492, loss: 2.4492, grad_norm: 3.4566 2020-08-04 19:16:43,244 - mmaction - INFO - Epoch [163][1800/3757] lr: 2.974e-02, eta: 3 days, 9:15:38, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6961, loss_cls: 2.4394, loss: 2.4394, grad_norm: 3.4541 2020-08-04 19:16:58,954 - mmaction - INFO - Epoch [163][1820/3757] lr: 2.974e-02, eta: 3 days, 9:15:19, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6828, loss_cls: 2.4455, loss: 2.4455, grad_norm: 3.4598 2020-08-04 19:17:14,928 - mmaction - INFO - Epoch [163][1840/3757] lr: 2.974e-02, eta: 3 days, 9:15:00, time: 0.799, data_time: 0.011, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7117, loss_cls: 2.4000, loss: 2.4000, grad_norm: 3.5197 2020-08-04 19:17:30,717 - mmaction - INFO - Epoch [163][1860/3757] lr: 2.974e-02, eta: 3 days, 9:14:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6680, loss_cls: 2.5784, loss: 2.5784, grad_norm: 3.5462 2020-08-04 19:17:46,461 - mmaction - INFO - Epoch [163][1880/3757] lr: 2.974e-02, eta: 3 days, 9:14:22, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6742, loss_cls: 2.5472, loss: 2.5472, grad_norm: 3.5443 2020-08-04 19:18:02,279 - mmaction - INFO - Epoch [163][1900/3757] lr: 2.974e-02, eta: 3 days, 9:14:03, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6961, loss_cls: 2.4198, loss: 2.4198, grad_norm: 3.4817 2020-08-04 19:18:18,065 - mmaction - INFO - Epoch [163][1920/3757] lr: 2.974e-02, eta: 3 days, 9:13:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6883, loss_cls: 2.4666, loss: 2.4666, grad_norm: 3.5165 2020-08-04 19:18:33,819 - mmaction - INFO - Epoch [163][1940/3757] lr: 2.974e-02, eta: 3 days, 9:13:25, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6969, loss_cls: 2.4435, loss: 2.4435, grad_norm: 3.4542 2020-08-04 19:18:49,672 - mmaction - INFO - Epoch [163][1960/3757] lr: 2.974e-02, eta: 3 days, 9:13:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6844, loss_cls: 2.4987, loss: 2.4987, grad_norm: 3.4870 2020-08-04 19:19:05,547 - mmaction - INFO - Epoch [163][1980/3757] lr: 2.974e-02, eta: 3 days, 9:12:47, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6852, loss_cls: 2.4888, loss: 2.4888, grad_norm: 3.4279 2020-08-04 19:19:21,344 - mmaction - INFO - Epoch [163][2000/3757] lr: 2.974e-02, eta: 3 days, 9:12:28, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6914, loss_cls: 2.4305, loss: 2.4305, grad_norm: 3.5298 2020-08-04 19:19:37,105 - mmaction - INFO - Epoch [163][2020/3757] lr: 2.974e-02, eta: 3 days, 9:12:09, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6836, loss_cls: 2.5155, loss: 2.5155, grad_norm: 3.4057 2020-08-04 19:19:52,856 - mmaction - INFO - Epoch [163][2040/3757] lr: 2.974e-02, eta: 3 days, 9:11:50, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6844, loss_cls: 2.4447, loss: 2.4447, grad_norm: 3.4615 2020-08-04 19:20:08,610 - mmaction - INFO - Epoch [163][2060/3757] lr: 2.974e-02, eta: 3 days, 9:11:31, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6484, loss_cls: 2.5774, loss: 2.5774, grad_norm: 3.4929 2020-08-04 19:20:24,438 - mmaction - INFO - Epoch [163][2080/3757] lr: 2.974e-02, eta: 3 days, 9:11:12, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6766, loss_cls: 2.5690, loss: 2.5690, grad_norm: 3.5160 2020-08-04 19:20:40,233 - mmaction - INFO - Epoch [163][2100/3757] lr: 2.974e-02, eta: 3 days, 9:10:53, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7055, loss_cls: 2.4195, loss: 2.4195, grad_norm: 3.4509 2020-08-04 19:20:56,020 - mmaction - INFO - Epoch [163][2120/3757] lr: 2.974e-02, eta: 3 days, 9:10:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6805, loss_cls: 2.5076, loss: 2.5076, grad_norm: 3.5698 2020-08-04 19:21:11,759 - mmaction - INFO - Epoch [163][2140/3757] lr: 2.974e-02, eta: 3 days, 9:10:15, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6695, loss_cls: 2.4958, loss: 2.4958, grad_norm: 3.5330 2020-08-04 19:21:27,579 - mmaction - INFO - Epoch [163][2160/3757] lr: 2.974e-02, eta: 3 days, 9:09:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6648, loss_cls: 2.5106, loss: 2.5106, grad_norm: 3.5076 2020-08-04 19:21:43,292 - mmaction - INFO - Epoch [163][2180/3757] lr: 2.974e-02, eta: 3 days, 9:09:37, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6930, loss_cls: 2.4659, loss: 2.4659, grad_norm: 3.5673 2020-08-04 19:21:59,087 - mmaction - INFO - Epoch [163][2200/3757] lr: 2.974e-02, eta: 3 days, 9:09:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6711, loss_cls: 2.5363, loss: 2.5363, grad_norm: 3.6682 2020-08-04 19:22:14,894 - mmaction - INFO - Epoch [163][2220/3757] lr: 2.974e-02, eta: 3 days, 9:08:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6773, loss_cls: 2.5143, loss: 2.5143, grad_norm: 3.5707 2020-08-04 19:22:30,652 - mmaction - INFO - Epoch [163][2240/3757] lr: 2.974e-02, eta: 3 days, 9:08:40, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6969, loss_cls: 2.5001, loss: 2.5001, grad_norm: 3.4930 2020-08-04 19:22:46,509 - mmaction - INFO - Epoch [163][2260/3757] lr: 2.974e-02, eta: 3 days, 9:08:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6805, loss_cls: 2.5017, loss: 2.5017, grad_norm: 3.4964 2020-08-04 19:23:02,351 - mmaction - INFO - Epoch [163][2280/3757] lr: 2.974e-02, eta: 3 days, 9:08:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.5208, loss: 2.5208, grad_norm: 3.4735 2020-08-04 19:23:18,160 - mmaction - INFO - Epoch [163][2300/3757] lr: 2.974e-02, eta: 3 days, 9:07:44, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6695, loss_cls: 2.5260, loss: 2.5260, grad_norm: 3.4841 2020-08-04 19:23:33,932 - mmaction - INFO - Epoch [163][2320/3757] lr: 2.974e-02, eta: 3 days, 9:07:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6664, loss_cls: 2.5874, loss: 2.5874, grad_norm: 3.4863 2020-08-04 19:23:49,720 - mmaction - INFO - Epoch [163][2340/3757] lr: 2.974e-02, eta: 3 days, 9:07:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6781, loss_cls: 2.5071, loss: 2.5071, grad_norm: 3.3517 2020-08-04 19:24:05,520 - mmaction - INFO - Epoch [163][2360/3757] lr: 2.974e-02, eta: 3 days, 9:06:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6766, loss_cls: 2.5318, loss: 2.5318, grad_norm: 3.4655 2020-08-04 19:24:21,340 - mmaction - INFO - Epoch [163][2380/3757] lr: 2.974e-02, eta: 3 days, 9:06:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6789, loss_cls: 2.4624, loss: 2.4624, grad_norm: 3.3878 2020-08-04 19:24:37,190 - mmaction - INFO - Epoch [163][2400/3757] lr: 2.974e-02, eta: 3 days, 9:06:09, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6797, loss_cls: 2.4825, loss: 2.4825, grad_norm: 3.5721 2020-08-04 19:24:53,689 - mmaction - INFO - Epoch [163][2420/3757] lr: 2.974e-02, eta: 3 days, 9:05:52, time: 0.826, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.5007, loss: 2.5007, grad_norm: 3.4990 2020-08-04 19:25:09,500 - mmaction - INFO - Epoch [163][2440/3757] lr: 2.974e-02, eta: 3 days, 9:05:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6852, loss_cls: 2.5009, loss: 2.5009, grad_norm: 3.5045 2020-08-04 19:25:25,426 - mmaction - INFO - Epoch [163][2460/3757] lr: 2.974e-02, eta: 3 days, 9:05:15, time: 0.796, data_time: 0.012, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6781, loss_cls: 2.5062, loss: 2.5062, grad_norm: 3.4395 2020-08-04 19:25:42,137 - mmaction - INFO - Epoch [163][2480/3757] lr: 2.974e-02, eta: 3 days, 9:04:58, time: 0.836, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6633, loss_cls: 2.5822, loss: 2.5822, grad_norm: 3.4979 2020-08-04 19:25:57,949 - mmaction - INFO - Epoch [163][2500/3757] lr: 2.974e-02, eta: 3 days, 9:04:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7023, loss_cls: 2.4440, loss: 2.4440, grad_norm: 3.3993 2020-08-04 19:26:13,822 - mmaction - INFO - Epoch [163][2520/3757] lr: 2.974e-02, eta: 3 days, 9:04:21, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6766, loss_cls: 2.5489, loss: 2.5489, grad_norm: 3.5239 2020-08-04 19:26:34,460 - mmaction - INFO - Epoch [163][2540/3757] lr: 2.974e-02, eta: 3 days, 9:04:14, time: 1.029, data_time: 0.001, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7023, loss_cls: 2.4296, loss: 2.4296, grad_norm: 3.5444 2020-08-04 19:26:50,214 - mmaction - INFO - Epoch [163][2560/3757] lr: 2.974e-02, eta: 3 days, 9:03:56, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6875, loss_cls: 2.4995, loss: 2.4995, grad_norm: 3.4331 2020-08-04 19:27:05,962 - mmaction - INFO - Epoch [163][2580/3757] lr: 2.974e-02, eta: 3 days, 9:03:37, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6594, loss_cls: 2.6132, loss: 2.6132, grad_norm: 3.4586 2020-08-04 19:27:21,748 - mmaction - INFO - Epoch [163][2600/3757] lr: 2.974e-02, eta: 3 days, 9:03:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6758, loss_cls: 2.5063, loss: 2.5063, grad_norm: 3.5612 2020-08-04 19:27:37,563 - mmaction - INFO - Epoch [163][2620/3757] lr: 2.974e-02, eta: 3 days, 9:02:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6531, loss_cls: 2.6424, loss: 2.6424, grad_norm: 3.6371 2020-08-04 19:27:53,315 - mmaction - INFO - Epoch [163][2640/3757] lr: 2.974e-02, eta: 3 days, 9:02:40, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6922, loss_cls: 2.5677, loss: 2.5677, grad_norm: 3.5191 2020-08-04 19:28:09,100 - mmaction - INFO - Epoch [163][2660/3757] lr: 2.974e-02, eta: 3 days, 9:02:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6883, loss_cls: 2.4906, loss: 2.4906, grad_norm: 3.4821 2020-08-04 19:28:24,866 - mmaction - INFO - Epoch [163][2680/3757] lr: 2.974e-02, eta: 3 days, 9:02:02, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6875, loss_cls: 2.4522, loss: 2.4522, grad_norm: 3.4760 2020-08-04 19:28:40,667 - mmaction - INFO - Epoch [163][2700/3757] lr: 2.974e-02, eta: 3 days, 9:01:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6672, loss_cls: 2.5387, loss: 2.5387, grad_norm: 3.5203 2020-08-04 19:28:56,469 - mmaction - INFO - Epoch [163][2720/3757] lr: 2.974e-02, eta: 3 days, 9:01:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6953, loss_cls: 2.4669, loss: 2.4669, grad_norm: 3.4743 2020-08-04 19:29:12,296 - mmaction - INFO - Epoch [163][2740/3757] lr: 2.974e-02, eta: 3 days, 9:01:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6797, loss_cls: 2.5151, loss: 2.5151, grad_norm: 3.4191 2020-08-04 19:29:28,043 - mmaction - INFO - Epoch [163][2760/3757] lr: 2.974e-02, eta: 3 days, 9:00:46, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6984, loss_cls: 2.3704, loss: 2.3704, grad_norm: 3.4198 2020-08-04 19:29:43,777 - mmaction - INFO - Epoch [163][2780/3757] lr: 2.974e-02, eta: 3 days, 9:00:27, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 2.5068, loss: 2.5068, grad_norm: 3.4885 2020-08-04 19:29:59,616 - mmaction - INFO - Epoch [163][2800/3757] lr: 2.974e-02, eta: 3 days, 9:00:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6984, loss_cls: 2.4373, loss: 2.4373, grad_norm: 3.4484 2020-08-04 19:30:15,376 - mmaction - INFO - Epoch [163][2820/3757] lr: 2.974e-02, eta: 3 days, 8:59:49, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6852, loss_cls: 2.4865, loss: 2.4865, grad_norm: 3.5546 2020-08-04 19:30:31,102 - mmaction - INFO - Epoch [163][2840/3757] lr: 2.974e-02, eta: 3 days, 8:59:30, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6750, loss_cls: 2.5419, loss: 2.5419, grad_norm: 3.5876 2020-08-04 19:30:46,852 - mmaction - INFO - Epoch [163][2860/3757] lr: 2.974e-02, eta: 3 days, 8:59:11, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6930, loss_cls: 2.4103, loss: 2.4103, grad_norm: 3.4860 2020-08-04 19:31:02,638 - mmaction - INFO - Epoch [163][2880/3757] lr: 2.974e-02, eta: 3 days, 8:58:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6852, loss_cls: 2.5231, loss: 2.5231, grad_norm: 3.5579 2020-08-04 19:31:18,339 - mmaction - INFO - Epoch [163][2900/3757] lr: 2.974e-02, eta: 3 days, 8:58:33, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6984, loss_cls: 2.4196, loss: 2.4196, grad_norm: 3.5000 2020-08-04 19:31:34,034 - mmaction - INFO - Epoch [163][2920/3757] lr: 2.974e-02, eta: 3 days, 8:58:13, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6750, loss_cls: 2.5818, loss: 2.5818, grad_norm: 3.6225 2020-08-04 19:31:49,705 - mmaction - INFO - Epoch [163][2940/3757] lr: 2.974e-02, eta: 3 days, 8:57:54, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4281, top5_acc: 0.7008, loss_cls: 2.4752, loss: 2.4752, grad_norm: 3.4815 2020-08-04 19:32:05,548 - mmaction - INFO - Epoch [163][2960/3757] lr: 2.974e-02, eta: 3 days, 8:57:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6836, loss_cls: 2.4858, loss: 2.4858, grad_norm: 3.4539 2020-08-04 19:32:21,327 - mmaction - INFO - Epoch [163][2980/3757] lr: 2.974e-02, eta: 3 days, 8:57:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6875, loss_cls: 2.5101, loss: 2.5101, grad_norm: 3.5270 2020-08-04 19:32:37,069 - mmaction - INFO - Epoch [163][3000/3757] lr: 2.974e-02, eta: 3 days, 8:56:57, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6789, loss_cls: 2.5618, loss: 2.5618, grad_norm: 3.5727 2020-08-04 19:32:52,864 - mmaction - INFO - Epoch [163][3020/3757] lr: 2.974e-02, eta: 3 days, 8:56:38, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4492, top5_acc: 0.7094, loss_cls: 2.3768, loss: 2.3768, grad_norm: 3.3902 2020-08-04 19:33:08,551 - mmaction - INFO - Epoch [163][3040/3757] lr: 2.974e-02, eta: 3 days, 8:56:19, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6797, loss_cls: 2.5304, loss: 2.5304, grad_norm: 3.5862 2020-08-04 19:33:24,391 - mmaction - INFO - Epoch [163][3060/3757] lr: 2.974e-02, eta: 3 days, 8:56:00, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6977, loss_cls: 2.4312, loss: 2.4312, grad_norm: 3.5567 2020-08-04 19:33:40,178 - mmaction - INFO - Epoch [163][3080/3757] lr: 2.974e-02, eta: 3 days, 8:55:41, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6758, loss_cls: 2.5589, loss: 2.5589, grad_norm: 3.6221 2020-08-04 19:33:55,877 - mmaction - INFO - Epoch [163][3100/3757] lr: 2.974e-02, eta: 3 days, 8:55:22, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6758, loss_cls: 2.5574, loss: 2.5574, grad_norm: 3.5241 2020-08-04 19:34:11,630 - mmaction - INFO - Epoch [163][3120/3757] lr: 2.974e-02, eta: 3 days, 8:55:03, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6477, loss_cls: 2.6906, loss: 2.6906, grad_norm: 3.5911 2020-08-04 19:34:27,462 - mmaction - INFO - Epoch [163][3140/3757] lr: 2.974e-02, eta: 3 days, 8:54:44, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6813, loss_cls: 2.4981, loss: 2.4981, grad_norm: 3.5415 2020-08-04 19:34:43,228 - mmaction - INFO - Epoch [163][3160/3757] lr: 2.974e-02, eta: 3 days, 8:54:25, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6672, loss_cls: 2.5607, loss: 2.5607, grad_norm: 3.4882 2020-08-04 19:34:59,005 - mmaction - INFO - Epoch [163][3180/3757] lr: 2.974e-02, eta: 3 days, 8:54:06, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6859, loss_cls: 2.5563, loss: 2.5563, grad_norm: 3.5296 2020-08-04 19:35:14,815 - mmaction - INFO - Epoch [163][3200/3757] lr: 2.974e-02, eta: 3 days, 8:53:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.6875, loss_cls: 2.4521, loss: 2.4521, grad_norm: 3.4285 2020-08-04 19:35:30,685 - mmaction - INFO - Epoch [163][3220/3757] lr: 2.974e-02, eta: 3 days, 8:53:29, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6852, loss_cls: 2.5036, loss: 2.5036, grad_norm: 3.5810 2020-08-04 19:35:46,588 - mmaction - INFO - Epoch [163][3240/3757] lr: 2.974e-02, eta: 3 days, 8:53:10, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6945, loss_cls: 2.4677, loss: 2.4677, grad_norm: 3.3979 2020-08-04 19:36:02,414 - mmaction - INFO - Epoch [163][3260/3757] lr: 2.974e-02, eta: 3 days, 8:52:51, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6961, loss_cls: 2.4012, loss: 2.4012, grad_norm: 3.5640 2020-08-04 19:36:18,104 - mmaction - INFO - Epoch [163][3280/3757] lr: 2.974e-02, eta: 3 days, 8:52:32, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6930, loss_cls: 2.4498, loss: 2.4498, grad_norm: 3.5091 2020-08-04 19:36:33,869 - mmaction - INFO - Epoch [163][3300/3757] lr: 2.974e-02, eta: 3 days, 8:52:13, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7000, loss_cls: 2.4820, loss: 2.4820, grad_norm: 3.4824 2020-08-04 19:36:49,594 - mmaction - INFO - Epoch [163][3320/3757] lr: 2.974e-02, eta: 3 days, 8:51:54, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6961, loss_cls: 2.3742, loss: 2.3742, grad_norm: 3.4219 2020-08-04 19:37:05,313 - mmaction - INFO - Epoch [163][3340/3757] lr: 2.974e-02, eta: 3 days, 8:51:35, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6602, loss_cls: 2.5748, loss: 2.5748, grad_norm: 3.5237 2020-08-04 19:37:21,101 - mmaction - INFO - Epoch [163][3360/3757] lr: 2.974e-02, eta: 3 days, 8:51:16, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6766, loss_cls: 2.5336, loss: 2.5336, grad_norm: 3.4336 2020-08-04 19:37:36,948 - mmaction - INFO - Epoch [163][3380/3757] lr: 2.974e-02, eta: 3 days, 8:50:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6922, loss_cls: 2.4823, loss: 2.4823, grad_norm: 3.4366 2020-08-04 19:37:52,763 - mmaction - INFO - Epoch [163][3400/3757] lr: 2.974e-02, eta: 3 days, 8:50:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6617, loss_cls: 2.5693, loss: 2.5693, grad_norm: 3.5181 2020-08-04 19:38:08,544 - mmaction - INFO - Epoch [163][3420/3757] lr: 2.974e-02, eta: 3 days, 8:50:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6687, loss_cls: 2.5245, loss: 2.5245, grad_norm: 3.6133 2020-08-04 19:38:24,308 - mmaction - INFO - Epoch [163][3440/3757] lr: 2.974e-02, eta: 3 days, 8:50:01, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6789, loss_cls: 2.5414, loss: 2.5414, grad_norm: 3.4289 2020-08-04 19:38:40,100 - mmaction - INFO - Epoch [163][3460/3757] lr: 2.974e-02, eta: 3 days, 8:49:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6805, loss_cls: 2.4792, loss: 2.4792, grad_norm: 3.4950 2020-08-04 19:38:55,913 - mmaction - INFO - Epoch [163][3480/3757] lr: 2.974e-02, eta: 3 days, 8:49:23, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6953, loss_cls: 2.4518, loss: 2.4518, grad_norm: 3.5143 2020-08-04 19:39:11,761 - mmaction - INFO - Epoch [163][3500/3757] lr: 2.974e-02, eta: 3 days, 8:49:04, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6766, loss_cls: 2.5521, loss: 2.5521, grad_norm: 3.5494 2020-08-04 19:39:27,632 - mmaction - INFO - Epoch [163][3520/3757] lr: 2.974e-02, eta: 3 days, 8:48:45, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6891, loss_cls: 2.5090, loss: 2.5090, grad_norm: 3.3992 2020-08-04 19:39:43,413 - mmaction - INFO - Epoch [163][3540/3757] lr: 2.974e-02, eta: 3 days, 8:48:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6906, loss_cls: 2.4437, loss: 2.4437, grad_norm: 3.3340 2020-08-04 19:39:59,178 - mmaction - INFO - Epoch [163][3560/3757] lr: 2.974e-02, eta: 3 days, 8:48:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.7047, loss_cls: 2.4598, loss: 2.4598, grad_norm: 3.4865 2020-08-04 19:40:14,998 - mmaction - INFO - Epoch [163][3580/3757] lr: 2.974e-02, eta: 3 days, 8:47:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6617, loss_cls: 2.6374, loss: 2.6374, grad_norm: 3.5500 2020-08-04 19:40:30,674 - mmaction - INFO - Epoch [163][3600/3757] lr: 2.974e-02, eta: 3 days, 8:47:29, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4000, top5_acc: 0.6766, loss_cls: 2.6274, loss: 2.6274, grad_norm: 3.5889 2020-08-04 19:40:46,442 - mmaction - INFO - Epoch [163][3620/3757] lr: 2.974e-02, eta: 3 days, 8:47:10, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6953, loss_cls: 2.4534, loss: 2.4534, grad_norm: 3.4088 2020-08-04 19:41:02,220 - mmaction - INFO - Epoch [163][3640/3757] lr: 2.974e-02, eta: 3 days, 8:46:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6836, loss_cls: 2.4976, loss: 2.4976, grad_norm: 3.4503 2020-08-04 19:41:18,044 - mmaction - INFO - Epoch [163][3660/3757] lr: 2.974e-02, eta: 3 days, 8:46:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4016, top5_acc: 0.6719, loss_cls: 2.5720, loss: 2.5720, grad_norm: 3.5228 2020-08-04 19:41:33,875 - mmaction - INFO - Epoch [163][3680/3757] lr: 2.974e-02, eta: 3 days, 8:46:14, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6742, loss_cls: 2.5412, loss: 2.5412, grad_norm: 3.5635 2020-08-04 19:41:49,694 - mmaction - INFO - Epoch [163][3700/3757] lr: 2.974e-02, eta: 3 days, 8:45:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6539, loss_cls: 2.5880, loss: 2.5880, grad_norm: 3.5724 2020-08-04 19:42:05,475 - mmaction - INFO - Epoch [163][3720/3757] lr: 2.974e-02, eta: 3 days, 8:45:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6844, loss_cls: 2.5005, loss: 2.5005, grad_norm: 3.4848 2020-08-04 19:42:21,249 - mmaction - INFO - Epoch [163][3740/3757] lr: 2.974e-02, eta: 3 days, 8:45:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.4199, loss: 2.4199, grad_norm: 3.4551 2020-08-04 19:45:43,659 - mmaction - INFO - Epoch [164][20/3757] lr: 2.918e-02, eta: 3 days, 8:51:13, time: 8.806, data_time: 7.993, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6789, loss_cls: 2.4558, loss: 2.4558, grad_norm: 3.4507 2020-08-04 19:45:59,470 - mmaction - INFO - Epoch [164][40/3757] lr: 2.918e-02, eta: 3 days, 8:50:54, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6820, loss_cls: 2.4650, loss: 2.4650, grad_norm: 3.4825 2020-08-04 19:46:15,262 - mmaction - INFO - Epoch [164][60/3757] lr: 2.918e-02, eta: 3 days, 8:50:35, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7031, loss_cls: 2.3845, loss: 2.3845, grad_norm: 3.5423 2020-08-04 19:46:31,120 - mmaction - INFO - Epoch [164][80/3757] lr: 2.918e-02, eta: 3 days, 8:50:16, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6781, loss_cls: 2.5106, loss: 2.5106, grad_norm: 3.4257 2020-08-04 19:46:46,971 - mmaction - INFO - Epoch [164][100/3757] lr: 2.918e-02, eta: 3 days, 8:49:57, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.6992, loss_cls: 2.3940, loss: 2.3940, grad_norm: 3.4304 2020-08-04 19:47:02,817 - mmaction - INFO - Epoch [164][120/3757] lr: 2.918e-02, eta: 3 days, 8:49:38, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6844, loss_cls: 2.4485, loss: 2.4485, grad_norm: 3.4247 2020-08-04 19:47:18,627 - mmaction - INFO - Epoch [164][140/3757] lr: 2.918e-02, eta: 3 days, 8:49:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7016, loss_cls: 2.4101, loss: 2.4101, grad_norm: 3.6014 2020-08-04 19:47:34,580 - mmaction - INFO - Epoch [164][160/3757] lr: 2.918e-02, eta: 3 days, 8:49:01, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.7000, loss_cls: 2.4371, loss: 2.4371, grad_norm: 3.5677 2020-08-04 19:47:50,421 - mmaction - INFO - Epoch [164][180/3757] lr: 2.918e-02, eta: 3 days, 8:48:42, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6680, loss_cls: 2.5633, loss: 2.5633, grad_norm: 3.6599 2020-08-04 19:48:06,243 - mmaction - INFO - Epoch [164][200/3757] lr: 2.918e-02, eta: 3 days, 8:48:23, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.7008, loss_cls: 2.4466, loss: 2.4466, grad_norm: 3.5668 2020-08-04 19:48:22,069 - mmaction - INFO - Epoch [164][220/3757] lr: 2.918e-02, eta: 3 days, 8:48:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6805, loss_cls: 2.5039, loss: 2.5039, grad_norm: 3.5752 2020-08-04 19:48:37,917 - mmaction - INFO - Epoch [164][240/3757] lr: 2.918e-02, eta: 3 days, 8:47:45, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6852, loss_cls: 2.4186, loss: 2.4186, grad_norm: 3.4546 2020-08-04 19:48:53,765 - mmaction - INFO - Epoch [164][260/3757] lr: 2.918e-02, eta: 3 days, 8:47:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6781, loss_cls: 2.5310, loss: 2.5310, grad_norm: 3.4279 2020-08-04 19:49:09,570 - mmaction - INFO - Epoch [164][280/3757] lr: 2.918e-02, eta: 3 days, 8:47:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6781, loss_cls: 2.6050, loss: 2.6050, grad_norm: 3.6619 2020-08-04 19:49:25,508 - mmaction - INFO - Epoch [164][300/3757] lr: 2.918e-02, eta: 3 days, 8:46:49, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6930, loss_cls: 2.4722, loss: 2.4722, grad_norm: 3.4754 2020-08-04 19:49:41,275 - mmaction - INFO - Epoch [164][320/3757] lr: 2.918e-02, eta: 3 days, 8:46:30, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.7078, loss_cls: 2.4432, loss: 2.4432, grad_norm: 3.6167 2020-08-04 19:49:57,019 - mmaction - INFO - Epoch [164][340/3757] lr: 2.918e-02, eta: 3 days, 8:46:11, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6906, loss_cls: 2.4923, loss: 2.4923, grad_norm: 3.6374 2020-08-04 19:50:12,917 - mmaction - INFO - Epoch [164][360/3757] lr: 2.918e-02, eta: 3 days, 8:45:52, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6898, loss_cls: 2.5232, loss: 2.5232, grad_norm: 3.4995 2020-08-04 19:50:28,703 - mmaction - INFO - Epoch [164][380/3757] lr: 2.918e-02, eta: 3 days, 8:45:33, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7102, loss_cls: 2.4276, loss: 2.4276, grad_norm: 3.6206 2020-08-04 19:50:44,532 - mmaction - INFO - Epoch [164][400/3757] lr: 2.918e-02, eta: 3 days, 8:45:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4008, top5_acc: 0.6734, loss_cls: 2.5639, loss: 2.5639, grad_norm: 3.6831 2020-08-04 19:51:00,335 - mmaction - INFO - Epoch [164][420/3757] lr: 2.918e-02, eta: 3 days, 8:44:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6937, loss_cls: 2.4673, loss: 2.4673, grad_norm: 3.5249 2020-08-04 19:51:16,153 - mmaction - INFO - Epoch [164][440/3757] lr: 2.918e-02, eta: 3 days, 8:44:37, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6859, loss_cls: 2.4551, loss: 2.4551, grad_norm: 3.4799 2020-08-04 19:51:32,041 - mmaction - INFO - Epoch [164][460/3757] lr: 2.918e-02, eta: 3 days, 8:44:18, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6727, loss_cls: 2.4879, loss: 2.4879, grad_norm: 3.5856 2020-08-04 19:51:47,877 - mmaction - INFO - Epoch [164][480/3757] lr: 2.918e-02, eta: 3 days, 8:43:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4703, top5_acc: 0.6836, loss_cls: 2.4043, loss: 2.4043, grad_norm: 3.5100 2020-08-04 19:52:03,657 - mmaction - INFO - Epoch [164][500/3757] lr: 2.918e-02, eta: 3 days, 8:43:40, time: 0.793, data_time: 0.007, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6844, loss_cls: 2.5501, loss: 2.5501, grad_norm: 3.5584 2020-08-04 19:52:19,426 - mmaction - INFO - Epoch [164][520/3757] lr: 2.918e-02, eta: 3 days, 8:43:21, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6898, loss_cls: 2.4968, loss: 2.4968, grad_norm: 3.5236 2020-08-04 19:52:35,217 - mmaction - INFO - Epoch [164][540/3757] lr: 2.918e-02, eta: 3 days, 8:43:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.7086, loss_cls: 2.4559, loss: 2.4559, grad_norm: 3.5788 2020-08-04 19:52:51,087 - mmaction - INFO - Epoch [164][560/3757] lr: 2.918e-02, eta: 3 days, 8:42:43, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6844, loss_cls: 2.4699, loss: 2.4699, grad_norm: 3.5394 2020-08-04 19:53:06,797 - mmaction - INFO - Epoch [164][580/3757] lr: 2.918e-02, eta: 3 days, 8:42:24, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7031, loss_cls: 2.3777, loss: 2.3777, grad_norm: 3.4510 2020-08-04 19:53:22,664 - mmaction - INFO - Epoch [164][600/3757] lr: 2.918e-02, eta: 3 days, 8:42:05, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6875, loss_cls: 2.5593, loss: 2.5593, grad_norm: 3.5793 2020-08-04 19:53:38,355 - mmaction - INFO - Epoch [164][620/3757] lr: 2.918e-02, eta: 3 days, 8:41:46, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6773, loss_cls: 2.4947, loss: 2.4947, grad_norm: 3.5390 2020-08-04 19:53:54,151 - mmaction - INFO - Epoch [164][640/3757] lr: 2.918e-02, eta: 3 days, 8:41:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6867, loss_cls: 2.4813, loss: 2.4813, grad_norm: 3.4829 2020-08-04 19:54:10,028 - mmaction - INFO - Epoch [164][660/3757] lr: 2.918e-02, eta: 3 days, 8:41:09, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6867, loss_cls: 2.5377, loss: 2.5377, grad_norm: 3.4789 2020-08-04 19:54:25,873 - mmaction - INFO - Epoch [164][680/3757] lr: 2.918e-02, eta: 3 days, 8:40:50, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.7000, loss_cls: 2.4015, loss: 2.4015, grad_norm: 3.4570 2020-08-04 19:54:41,633 - mmaction - INFO - Epoch [164][700/3757] lr: 2.918e-02, eta: 3 days, 8:40:31, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6859, loss_cls: 2.4588, loss: 2.4588, grad_norm: 3.5188 2020-08-04 19:54:57,535 - mmaction - INFO - Epoch [164][720/3757] lr: 2.918e-02, eta: 3 days, 8:40:12, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6961, loss_cls: 2.3893, loss: 2.3893, grad_norm: 3.3486 2020-08-04 19:55:13,279 - mmaction - INFO - Epoch [164][740/3757] lr: 2.918e-02, eta: 3 days, 8:39:53, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6961, loss_cls: 2.4364, loss: 2.4364, grad_norm: 3.5988 2020-08-04 19:55:29,039 - mmaction - INFO - Epoch [164][760/3757] lr: 2.918e-02, eta: 3 days, 8:39:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7070, loss_cls: 2.3752, loss: 2.3752, grad_norm: 3.5053 2020-08-04 19:55:44,850 - mmaction - INFO - Epoch [164][780/3757] lr: 2.918e-02, eta: 3 days, 8:39:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6867, loss_cls: 2.5230, loss: 2.5230, grad_norm: 3.4734 2020-08-04 19:56:00,796 - mmaction - INFO - Epoch [164][800/3757] lr: 2.918e-02, eta: 3 days, 8:38:57, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.6984, loss_cls: 2.3818, loss: 2.3818, grad_norm: 3.4980 2020-08-04 19:56:16,511 - mmaction - INFO - Epoch [164][820/3757] lr: 2.918e-02, eta: 3 days, 8:38:38, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6953, loss_cls: 2.4402, loss: 2.4402, grad_norm: 3.5568 2020-08-04 19:56:32,222 - mmaction - INFO - Epoch [164][840/3757] lr: 2.918e-02, eta: 3 days, 8:38:18, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6664, loss_cls: 2.5178, loss: 2.5178, grad_norm: 3.5412 2020-08-04 19:56:48,000 - mmaction - INFO - Epoch [164][860/3757] lr: 2.918e-02, eta: 3 days, 8:37:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6984, loss_cls: 2.4163, loss: 2.4163, grad_norm: 3.5039 2020-08-04 19:57:03,815 - mmaction - INFO - Epoch [164][880/3757] lr: 2.918e-02, eta: 3 days, 8:37:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6813, loss_cls: 2.4559, loss: 2.4559, grad_norm: 3.5869 2020-08-04 19:57:19,580 - mmaction - INFO - Epoch [164][900/3757] lr: 2.918e-02, eta: 3 days, 8:37:22, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6813, loss_cls: 2.4354, loss: 2.4354, grad_norm: 3.5862 2020-08-04 19:57:35,365 - mmaction - INFO - Epoch [164][920/3757] lr: 2.918e-02, eta: 3 days, 8:37:03, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.7133, loss_cls: 2.4356, loss: 2.4356, grad_norm: 3.4925 2020-08-04 19:57:51,191 - mmaction - INFO - Epoch [164][940/3757] lr: 2.918e-02, eta: 3 days, 8:36:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.7031, loss_cls: 2.4013, loss: 2.4013, grad_norm: 3.6049 2020-08-04 19:58:07,087 - mmaction - INFO - Epoch [164][960/3757] lr: 2.918e-02, eta: 3 days, 8:36:25, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.6859, loss_cls: 2.4575, loss: 2.4575, grad_norm: 3.5435 2020-08-04 19:58:22,962 - mmaction - INFO - Epoch [164][980/3757] lr: 2.918e-02, eta: 3 days, 8:36:06, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6961, loss_cls: 2.4386, loss: 2.4386, grad_norm: 3.5329 2020-08-04 19:58:38,807 - mmaction - INFO - Epoch [164][1000/3757] lr: 2.918e-02, eta: 3 days, 8:35:48, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6945, loss_cls: 2.4569, loss: 2.4569, grad_norm: 3.5883 2020-08-04 19:58:54,628 - mmaction - INFO - Epoch [164][1020/3757] lr: 2.918e-02, eta: 3 days, 8:35:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6805, loss_cls: 2.4752, loss: 2.4752, grad_norm: 3.6209 2020-08-04 19:59:10,424 - mmaction - INFO - Epoch [164][1040/3757] lr: 2.918e-02, eta: 3 days, 8:35:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6758, loss_cls: 2.5761, loss: 2.5761, grad_norm: 3.5991 2020-08-04 19:59:26,282 - mmaction - INFO - Epoch [164][1060/3757] lr: 2.918e-02, eta: 3 days, 8:34:51, time: 0.792, data_time: 0.007, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6781, loss_cls: 2.5217, loss: 2.5217, grad_norm: 3.5741 2020-08-04 19:59:42,164 - mmaction - INFO - Epoch [164][1080/3757] lr: 2.918e-02, eta: 3 days, 8:34:32, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6945, loss_cls: 2.4096, loss: 2.4096, grad_norm: 3.4981 2020-08-04 19:59:57,994 - mmaction - INFO - Epoch [164][1100/3757] lr: 2.918e-02, eta: 3 days, 8:34:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6703, loss_cls: 2.5556, loss: 2.5556, grad_norm: 3.5180 2020-08-04 20:00:18,034 - mmaction - INFO - Epoch [164][1120/3757] lr: 2.918e-02, eta: 3 days, 8:34:06, time: 0.998, data_time: 0.005, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.4821, loss: 2.4821, grad_norm: 3.4532 2020-08-04 20:00:33,865 - mmaction - INFO - Epoch [164][1140/3757] lr: 2.918e-02, eta: 3 days, 8:33:47, time: 0.795, data_time: 0.008, memory: 6192, top1_acc: 0.4672, top5_acc: 0.6898, loss_cls: 2.4600, loss: 2.4600, grad_norm: 3.4623 2020-08-04 20:00:49,677 - mmaction - INFO - Epoch [164][1160/3757] lr: 2.918e-02, eta: 3 days, 8:33:28, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7023, loss_cls: 2.4007, loss: 2.4007, grad_norm: 3.5256 2020-08-04 20:01:05,482 - mmaction - INFO - Epoch [164][1180/3757] lr: 2.918e-02, eta: 3 days, 8:33:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6961, loss_cls: 2.4114, loss: 2.4114, grad_norm: 3.6316 2020-08-04 20:01:21,375 - mmaction - INFO - Epoch [164][1200/3757] lr: 2.918e-02, eta: 3 days, 8:32:50, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6758, loss_cls: 2.4743, loss: 2.4743, grad_norm: 3.5122 2020-08-04 20:01:37,248 - mmaction - INFO - Epoch [164][1220/3757] lr: 2.918e-02, eta: 3 days, 8:32:32, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6914, loss_cls: 2.4037, loss: 2.4037, grad_norm: 3.4938 2020-08-04 20:01:53,036 - mmaction - INFO - Epoch [164][1240/3757] lr: 2.918e-02, eta: 3 days, 8:32:13, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4453, top5_acc: 0.7148, loss_cls: 2.3961, loss: 2.3961, grad_norm: 3.6137 2020-08-04 20:02:08,778 - mmaction - INFO - Epoch [164][1260/3757] lr: 2.918e-02, eta: 3 days, 8:31:54, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6891, loss_cls: 2.4824, loss: 2.4824, grad_norm: 3.6547 2020-08-04 20:02:24,517 - mmaction - INFO - Epoch [164][1280/3757] lr: 2.918e-02, eta: 3 days, 8:31:35, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7148, loss_cls: 2.4112, loss: 2.4112, grad_norm: 3.5689 2020-08-04 20:02:40,315 - mmaction - INFO - Epoch [164][1300/3757] lr: 2.918e-02, eta: 3 days, 8:31:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6797, loss_cls: 2.4190, loss: 2.4190, grad_norm: 3.5323 2020-08-04 20:02:56,192 - mmaction - INFO - Epoch [164][1320/3757] lr: 2.918e-02, eta: 3 days, 8:30:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6828, loss_cls: 2.4982, loss: 2.4982, grad_norm: 3.5827 2020-08-04 20:03:12,022 - mmaction - INFO - Epoch [164][1340/3757] lr: 2.918e-02, eta: 3 days, 8:30:38, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6937, loss_cls: 2.4699, loss: 2.4699, grad_norm: 3.4969 2020-08-04 20:03:27,893 - mmaction - INFO - Epoch [164][1360/3757] lr: 2.918e-02, eta: 3 days, 8:30:20, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6641, loss_cls: 2.5504, loss: 2.5504, grad_norm: 3.4826 2020-08-04 20:03:43,703 - mmaction - INFO - Epoch [164][1380/3757] lr: 2.918e-02, eta: 3 days, 8:30:01, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6937, loss_cls: 2.4554, loss: 2.4554, grad_norm: 3.5094 2020-08-04 20:03:59,455 - mmaction - INFO - Epoch [164][1400/3757] lr: 2.918e-02, eta: 3 days, 8:29:42, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6875, loss_cls: 2.4456, loss: 2.4456, grad_norm: 3.4196 2020-08-04 20:04:15,298 - mmaction - INFO - Epoch [164][1420/3757] lr: 2.918e-02, eta: 3 days, 8:29:23, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7063, loss_cls: 2.4353, loss: 2.4353, grad_norm: 3.4397 2020-08-04 20:04:31,087 - mmaction - INFO - Epoch [164][1440/3757] lr: 2.918e-02, eta: 3 days, 8:29:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6750, loss_cls: 2.5328, loss: 2.5328, grad_norm: 3.5028 2020-08-04 20:04:46,870 - mmaction - INFO - Epoch [164][1460/3757] lr: 2.918e-02, eta: 3 days, 8:28:45, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6953, loss_cls: 2.4377, loss: 2.4377, grad_norm: 3.5586 2020-08-04 20:05:02,888 - mmaction - INFO - Epoch [164][1480/3757] lr: 2.918e-02, eta: 3 days, 8:28:27, time: 0.802, data_time: 0.005, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6859, loss_cls: 2.5259, loss: 2.5259, grad_norm: 3.6321 2020-08-04 20:05:18,596 - mmaction - INFO - Epoch [164][1500/3757] lr: 2.918e-02, eta: 3 days, 8:28:08, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6891, loss_cls: 2.4142, loss: 2.4142, grad_norm: 3.5459 2020-08-04 20:05:34,415 - mmaction - INFO - Epoch [164][1520/3757] lr: 2.918e-02, eta: 3 days, 8:27:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6828, loss_cls: 2.4915, loss: 2.4915, grad_norm: 3.6328 2020-08-04 20:05:50,157 - mmaction - INFO - Epoch [164][1540/3757] lr: 2.918e-02, eta: 3 days, 8:27:30, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6992, loss_cls: 2.4663, loss: 2.4663, grad_norm: 3.5833 2020-08-04 20:06:05,912 - mmaction - INFO - Epoch [164][1560/3757] lr: 2.918e-02, eta: 3 days, 8:27:11, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6891, loss_cls: 2.4671, loss: 2.4671, grad_norm: 3.5928 2020-08-04 20:06:21,709 - mmaction - INFO - Epoch [164][1580/3757] lr: 2.918e-02, eta: 3 days, 8:26:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6758, loss_cls: 2.5648, loss: 2.5648, grad_norm: 3.5869 2020-08-04 20:06:37,617 - mmaction - INFO - Epoch [164][1600/3757] lr: 2.918e-02, eta: 3 days, 8:26:33, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.3961, loss: 2.3961, grad_norm: 3.5244 2020-08-04 20:06:53,353 - mmaction - INFO - Epoch [164][1620/3757] lr: 2.918e-02, eta: 3 days, 8:26:14, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6898, loss_cls: 2.4904, loss: 2.4904, grad_norm: 3.5533 2020-08-04 20:07:09,163 - mmaction - INFO - Epoch [164][1640/3757] lr: 2.918e-02, eta: 3 days, 8:25:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6719, loss_cls: 2.5352, loss: 2.5352, grad_norm: 3.4036 2020-08-04 20:07:24,964 - mmaction - INFO - Epoch [164][1660/3757] lr: 2.918e-02, eta: 3 days, 8:25:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6672, loss_cls: 2.5963, loss: 2.5963, grad_norm: 3.6443 2020-08-04 20:07:40,782 - mmaction - INFO - Epoch [164][1680/3757] lr: 2.918e-02, eta: 3 days, 8:25:18, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6664, loss_cls: 2.5446, loss: 2.5446, grad_norm: 3.5350 2020-08-04 20:07:56,611 - mmaction - INFO - Epoch [164][1700/3757] lr: 2.918e-02, eta: 3 days, 8:24:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6992, loss_cls: 2.4565, loss: 2.4565, grad_norm: 3.6350 2020-08-04 20:08:12,370 - mmaction - INFO - Epoch [164][1720/3757] lr: 2.918e-02, eta: 3 days, 8:24:40, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6734, loss_cls: 2.5387, loss: 2.5387, grad_norm: 3.5693 2020-08-04 20:08:28,170 - mmaction - INFO - Epoch [164][1740/3757] lr: 2.918e-02, eta: 3 days, 8:24:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6773, loss_cls: 2.4907, loss: 2.4907, grad_norm: 3.4652 2020-08-04 20:08:43,943 - mmaction - INFO - Epoch [164][1760/3757] lr: 2.918e-02, eta: 3 days, 8:24:02, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6805, loss_cls: 2.5288, loss: 2.5288, grad_norm: 3.5123 2020-08-04 20:08:59,745 - mmaction - INFO - Epoch [164][1780/3757] lr: 2.918e-02, eta: 3 days, 8:23:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6930, loss_cls: 2.4284, loss: 2.4284, grad_norm: 3.3420 2020-08-04 20:09:15,533 - mmaction - INFO - Epoch [164][1800/3757] lr: 2.918e-02, eta: 3 days, 8:23:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6750, loss_cls: 2.4939, loss: 2.4939, grad_norm: 3.5418 2020-08-04 20:09:31,297 - mmaction - INFO - Epoch [164][1820/3757] lr: 2.918e-02, eta: 3 days, 8:23:05, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6820, loss_cls: 2.4354, loss: 2.4354, grad_norm: 3.4491 2020-08-04 20:09:47,134 - mmaction - INFO - Epoch [164][1840/3757] lr: 2.918e-02, eta: 3 days, 8:22:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6875, loss_cls: 2.5200, loss: 2.5200, grad_norm: 3.6518 2020-08-04 20:10:02,983 - mmaction - INFO - Epoch [164][1860/3757] lr: 2.918e-02, eta: 3 days, 8:22:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6922, loss_cls: 2.4683, loss: 2.4683, grad_norm: 3.4522 2020-08-04 20:10:18,712 - mmaction - INFO - Epoch [164][1880/3757] lr: 2.918e-02, eta: 3 days, 8:22:09, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6773, loss_cls: 2.4928, loss: 2.4928, grad_norm: 3.4769 2020-08-04 20:10:34,552 - mmaction - INFO - Epoch [164][1900/3757] lr: 2.918e-02, eta: 3 days, 8:21:50, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6875, loss_cls: 2.4803, loss: 2.4803, grad_norm: 3.5427 2020-08-04 20:10:50,254 - mmaction - INFO - Epoch [164][1920/3757] lr: 2.918e-02, eta: 3 days, 8:21:31, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6898, loss_cls: 2.5115, loss: 2.5115, grad_norm: 3.6006 2020-08-04 20:11:06,174 - mmaction - INFO - Epoch [164][1940/3757] lr: 2.918e-02, eta: 3 days, 8:21:12, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6742, loss_cls: 2.5126, loss: 2.5126, grad_norm: 3.5168 2020-08-04 20:11:21,910 - mmaction - INFO - Epoch [164][1960/3757] lr: 2.918e-02, eta: 3 days, 8:20:53, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6742, loss_cls: 2.5356, loss: 2.5356, grad_norm: 3.6248 2020-08-04 20:11:37,722 - mmaction - INFO - Epoch [164][1980/3757] lr: 2.918e-02, eta: 3 days, 8:20:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6906, loss_cls: 2.5414, loss: 2.5414, grad_norm: 3.6138 2020-08-04 20:11:53,520 - mmaction - INFO - Epoch [164][2000/3757] lr: 2.918e-02, eta: 3 days, 8:20:16, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6984, loss_cls: 2.4358, loss: 2.4358, grad_norm: 3.4821 2020-08-04 20:12:09,353 - mmaction - INFO - Epoch [164][2020/3757] lr: 2.918e-02, eta: 3 days, 8:19:57, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6828, loss_cls: 2.4958, loss: 2.4958, grad_norm: 3.5294 2020-08-04 20:12:25,226 - mmaction - INFO - Epoch [164][2040/3757] lr: 2.918e-02, eta: 3 days, 8:19:38, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6922, loss_cls: 2.4700, loss: 2.4700, grad_norm: 3.4796 2020-08-04 20:12:41,164 - mmaction - INFO - Epoch [164][2060/3757] lr: 2.918e-02, eta: 3 days, 8:19:20, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6906, loss_cls: 2.4284, loss: 2.4284, grad_norm: 3.4695 2020-08-04 20:12:56,852 - mmaction - INFO - Epoch [164][2080/3757] lr: 2.918e-02, eta: 3 days, 8:19:00, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6742, loss_cls: 2.5978, loss: 2.5978, grad_norm: 3.4313 2020-08-04 20:13:12,599 - mmaction - INFO - Epoch [164][2100/3757] lr: 2.918e-02, eta: 3 days, 8:18:42, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6961, loss_cls: 2.4386, loss: 2.4386, grad_norm: 3.5376 2020-08-04 20:13:28,384 - mmaction - INFO - Epoch [164][2120/3757] lr: 2.918e-02, eta: 3 days, 8:18:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6711, loss_cls: 2.5411, loss: 2.5411, grad_norm: 3.6671 2020-08-04 20:13:44,144 - mmaction - INFO - Epoch [164][2140/3757] lr: 2.918e-02, eta: 3 days, 8:18:04, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6977, loss_cls: 2.4774, loss: 2.4774, grad_norm: 3.6251 2020-08-04 20:13:59,895 - mmaction - INFO - Epoch [164][2160/3757] lr: 2.918e-02, eta: 3 days, 8:17:45, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6898, loss_cls: 2.4792, loss: 2.4792, grad_norm: 3.5292 2020-08-04 20:14:15,758 - mmaction - INFO - Epoch [164][2180/3757] lr: 2.918e-02, eta: 3 days, 8:17:26, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6578, loss_cls: 2.5657, loss: 2.5657, grad_norm: 3.5134 2020-08-04 20:14:31,568 - mmaction - INFO - Epoch [164][2200/3757] lr: 2.918e-02, eta: 3 days, 8:17:07, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6867, loss_cls: 2.4629, loss: 2.4629, grad_norm: 3.4741 2020-08-04 20:14:47,333 - mmaction - INFO - Epoch [164][2220/3757] lr: 2.918e-02, eta: 3 days, 8:16:48, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.7141, loss_cls: 2.4233, loss: 2.4233, grad_norm: 3.5457 2020-08-04 20:15:03,213 - mmaction - INFO - Epoch [164][2240/3757] lr: 2.918e-02, eta: 3 days, 8:16:30, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.7078, loss_cls: 2.4100, loss: 2.4100, grad_norm: 3.5357 2020-08-04 20:15:18,905 - mmaction - INFO - Epoch [164][2260/3757] lr: 2.918e-02, eta: 3 days, 8:16:10, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6797, loss_cls: 2.4840, loss: 2.4840, grad_norm: 3.4767 2020-08-04 20:15:34,722 - mmaction - INFO - Epoch [164][2280/3757] lr: 2.918e-02, eta: 3 days, 8:15:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6937, loss_cls: 2.4167, loss: 2.4167, grad_norm: 3.4846 2020-08-04 20:15:50,515 - mmaction - INFO - Epoch [164][2300/3757] lr: 2.918e-02, eta: 3 days, 8:15:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6891, loss_cls: 2.4744, loss: 2.4744, grad_norm: 3.5343 2020-08-04 20:16:06,311 - mmaction - INFO - Epoch [164][2320/3757] lr: 2.918e-02, eta: 3 days, 8:15:14, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6859, loss_cls: 2.4953, loss: 2.4953, grad_norm: 3.5122 2020-08-04 20:16:22,059 - mmaction - INFO - Epoch [164][2340/3757] lr: 2.918e-02, eta: 3 days, 8:14:55, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6930, loss_cls: 2.4008, loss: 2.4008, grad_norm: 3.4865 2020-08-04 20:16:37,854 - mmaction - INFO - Epoch [164][2360/3757] lr: 2.918e-02, eta: 3 days, 8:14:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6578, loss_cls: 2.5906, loss: 2.5906, grad_norm: 3.5218 2020-08-04 20:16:53,641 - mmaction - INFO - Epoch [164][2380/3757] lr: 2.918e-02, eta: 3 days, 8:14:17, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6805, loss_cls: 2.5224, loss: 2.5224, grad_norm: 3.5008 2020-08-04 20:17:09,396 - mmaction - INFO - Epoch [164][2400/3757] lr: 2.918e-02, eta: 3 days, 8:13:58, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6680, loss_cls: 2.5670, loss: 2.5670, grad_norm: 3.5160 2020-08-04 20:17:25,139 - mmaction - INFO - Epoch [164][2420/3757] lr: 2.918e-02, eta: 3 days, 8:13:39, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6711, loss_cls: 2.4985, loss: 2.4985, grad_norm: 3.4680 2020-08-04 20:17:40,983 - mmaction - INFO - Epoch [164][2440/3757] lr: 2.918e-02, eta: 3 days, 8:13:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6820, loss_cls: 2.4634, loss: 2.4634, grad_norm: 3.4406 2020-08-04 20:17:56,729 - mmaction - INFO - Epoch [164][2460/3757] lr: 2.918e-02, eta: 3 days, 8:13:02, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6930, loss_cls: 2.4497, loss: 2.4497, grad_norm: 3.3808 2020-08-04 20:18:12,624 - mmaction - INFO - Epoch [164][2480/3757] lr: 2.918e-02, eta: 3 days, 8:12:43, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6805, loss_cls: 2.5161, loss: 2.5161, grad_norm: 3.5171 2020-08-04 20:18:28,388 - mmaction - INFO - Epoch [164][2500/3757] lr: 2.918e-02, eta: 3 days, 8:12:24, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6742, loss_cls: 2.4826, loss: 2.4826, grad_norm: 3.4192 2020-08-04 20:18:44,174 - mmaction - INFO - Epoch [164][2520/3757] lr: 2.918e-02, eta: 3 days, 8:12:05, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6844, loss_cls: 2.4325, loss: 2.4325, grad_norm: 3.5284 2020-08-04 20:19:00,011 - mmaction - INFO - Epoch [164][2540/3757] lr: 2.918e-02, eta: 3 days, 8:11:46, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6820, loss_cls: 2.4850, loss: 2.4850, grad_norm: 3.5538 2020-08-04 20:19:15,786 - mmaction - INFO - Epoch [164][2560/3757] lr: 2.918e-02, eta: 3 days, 8:11:27, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6797, loss_cls: 2.5853, loss: 2.5853, grad_norm: 3.6886 2020-08-04 20:19:31,638 - mmaction - INFO - Epoch [164][2580/3757] lr: 2.918e-02, eta: 3 days, 8:11:09, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.7039, loss_cls: 2.4467, loss: 2.4467, grad_norm: 3.5151 2020-08-04 20:19:47,377 - mmaction - INFO - Epoch [164][2600/3757] lr: 2.918e-02, eta: 3 days, 8:10:50, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6898, loss_cls: 2.4971, loss: 2.4971, grad_norm: 3.5613 2020-08-04 20:20:03,182 - mmaction - INFO - Epoch [164][2620/3757] lr: 2.918e-02, eta: 3 days, 8:10:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6820, loss_cls: 2.5024, loss: 2.5024, grad_norm: 3.5137 2020-08-04 20:20:18,863 - mmaction - INFO - Epoch [164][2640/3757] lr: 2.918e-02, eta: 3 days, 8:10:12, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6836, loss_cls: 2.4870, loss: 2.4870, grad_norm: 3.5121 2020-08-04 20:20:34,764 - mmaction - INFO - Epoch [164][2660/3757] lr: 2.918e-02, eta: 3 days, 8:09:53, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6937, loss_cls: 2.3811, loss: 2.3811, grad_norm: 3.5332 2020-08-04 20:20:50,470 - mmaction - INFO - Epoch [164][2680/3757] lr: 2.918e-02, eta: 3 days, 8:09:34, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6766, loss_cls: 2.5402, loss: 2.5402, grad_norm: 3.5919 2020-08-04 20:21:06,337 - mmaction - INFO - Epoch [164][2700/3757] lr: 2.918e-02, eta: 3 days, 8:09:15, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6859, loss_cls: 2.4704, loss: 2.4704, grad_norm: 3.5151 2020-08-04 20:21:22,077 - mmaction - INFO - Epoch [164][2720/3757] lr: 2.918e-02, eta: 3 days, 8:08:57, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7047, loss_cls: 2.4295, loss: 2.4295, grad_norm: 3.5759 2020-08-04 20:21:37,929 - mmaction - INFO - Epoch [164][2740/3757] lr: 2.918e-02, eta: 3 days, 8:08:38, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.7070, loss_cls: 2.4782, loss: 2.4782, grad_norm: 3.5802 2020-08-04 20:21:53,627 - mmaction - INFO - Epoch [164][2760/3757] lr: 2.918e-02, eta: 3 days, 8:08:19, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6781, loss_cls: 2.5400, loss: 2.5400, grad_norm: 3.5191 2020-08-04 20:22:09,362 - mmaction - INFO - Epoch [164][2780/3757] lr: 2.918e-02, eta: 3 days, 8:08:00, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6852, loss_cls: 2.5332, loss: 2.5332, grad_norm: 3.5730 2020-08-04 20:22:25,084 - mmaction - INFO - Epoch [164][2800/3757] lr: 2.918e-02, eta: 3 days, 8:07:41, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6773, loss_cls: 2.5628, loss: 2.5628, grad_norm: 3.5312 2020-08-04 20:22:40,966 - mmaction - INFO - Epoch [164][2820/3757] lr: 2.918e-02, eta: 3 days, 8:07:22, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6820, loss_cls: 2.4859, loss: 2.4859, grad_norm: 3.5374 2020-08-04 20:22:56,632 - mmaction - INFO - Epoch [164][2840/3757] lr: 2.918e-02, eta: 3 days, 8:07:03, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6727, loss_cls: 2.4927, loss: 2.4927, grad_norm: 3.5395 2020-08-04 20:23:12,381 - mmaction - INFO - Epoch [164][2860/3757] lr: 2.918e-02, eta: 3 days, 8:06:44, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6828, loss_cls: 2.4775, loss: 2.4775, grad_norm: 3.5378 2020-08-04 20:23:28,242 - mmaction - INFO - Epoch [164][2880/3757] lr: 2.918e-02, eta: 3 days, 8:06:25, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6687, loss_cls: 2.5852, loss: 2.5852, grad_norm: 3.5745 2020-08-04 20:23:44,064 - mmaction - INFO - Epoch [164][2900/3757] lr: 2.918e-02, eta: 3 days, 8:06:07, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.7023, loss_cls: 2.4597, loss: 2.4597, grad_norm: 3.5043 2020-08-04 20:23:59,856 - mmaction - INFO - Epoch [164][2920/3757] lr: 2.918e-02, eta: 3 days, 8:05:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6953, loss_cls: 2.4400, loss: 2.4400, grad_norm: 3.3607 2020-08-04 20:24:15,687 - mmaction - INFO - Epoch [164][2940/3757] lr: 2.918e-02, eta: 3 days, 8:05:29, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6930, loss_cls: 2.4287, loss: 2.4287, grad_norm: 3.4590 2020-08-04 20:24:31,493 - mmaction - INFO - Epoch [164][2960/3757] lr: 2.918e-02, eta: 3 days, 8:05:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6836, loss_cls: 2.5022, loss: 2.5022, grad_norm: 3.5014 2020-08-04 20:24:47,256 - mmaction - INFO - Epoch [164][2980/3757] lr: 2.918e-02, eta: 3 days, 8:04:51, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6813, loss_cls: 2.5106, loss: 2.5106, grad_norm: 3.4786 2020-08-04 20:25:03,141 - mmaction - INFO - Epoch [164][3000/3757] lr: 2.918e-02, eta: 3 days, 8:04:33, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6789, loss_cls: 2.4744, loss: 2.4744, grad_norm: 3.5076 2020-08-04 20:25:18,868 - mmaction - INFO - Epoch [164][3020/3757] lr: 2.918e-02, eta: 3 days, 8:04:14, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4273, top5_acc: 0.7023, loss_cls: 2.4707, loss: 2.4707, grad_norm: 3.5537 2020-08-04 20:25:34,679 - mmaction - INFO - Epoch [164][3040/3757] lr: 2.918e-02, eta: 3 days, 8:03:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6867, loss_cls: 2.4736, loss: 2.4736, grad_norm: 3.6308 2020-08-04 20:25:50,503 - mmaction - INFO - Epoch [164][3060/3757] lr: 2.918e-02, eta: 3 days, 8:03:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6922, loss_cls: 2.4220, loss: 2.4220, grad_norm: 3.4240 2020-08-04 20:26:06,281 - mmaction - INFO - Epoch [164][3080/3757] lr: 2.918e-02, eta: 3 days, 8:03:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6773, loss_cls: 2.4852, loss: 2.4852, grad_norm: 3.5303 2020-08-04 20:26:22,048 - mmaction - INFO - Epoch [164][3100/3757] lr: 2.918e-02, eta: 3 days, 8:02:58, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6742, loss_cls: 2.5547, loss: 2.5547, grad_norm: 3.4410 2020-08-04 20:26:37,913 - mmaction - INFO - Epoch [164][3120/3757] lr: 2.918e-02, eta: 3 days, 8:02:40, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.4201, loss: 2.4201, grad_norm: 3.3948 2020-08-04 20:26:53,690 - mmaction - INFO - Epoch [164][3140/3757] lr: 2.918e-02, eta: 3 days, 8:02:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7102, loss_cls: 2.3645, loss: 2.3645, grad_norm: 3.4452 2020-08-04 20:27:09,484 - mmaction - INFO - Epoch [164][3160/3757] lr: 2.918e-02, eta: 3 days, 8:02:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6852, loss_cls: 2.4832, loss: 2.4832, grad_norm: 3.5748 2020-08-04 20:27:25,242 - mmaction - INFO - Epoch [164][3180/3757] lr: 2.918e-02, eta: 3 days, 8:01:43, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6672, loss_cls: 2.5581, loss: 2.5581, grad_norm: 3.4991 2020-08-04 20:27:41,098 - mmaction - INFO - Epoch [164][3200/3757] lr: 2.918e-02, eta: 3 days, 8:01:24, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6914, loss_cls: 2.4385, loss: 2.4385, grad_norm: 3.5558 2020-08-04 20:27:56,970 - mmaction - INFO - Epoch [164][3220/3757] lr: 2.918e-02, eta: 3 days, 8:01:06, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6773, loss_cls: 2.5466, loss: 2.5466, grad_norm: 3.5008 2020-08-04 20:28:12,733 - mmaction - INFO - Epoch [164][3240/3757] lr: 2.918e-02, eta: 3 days, 8:00:47, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6875, loss_cls: 2.5085, loss: 2.5085, grad_norm: 3.5345 2020-08-04 20:28:28,547 - mmaction - INFO - Epoch [164][3260/3757] lr: 2.918e-02, eta: 3 days, 8:00:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6781, loss_cls: 2.5451, loss: 2.5451, grad_norm: 3.7062 2020-08-04 20:28:44,341 - mmaction - INFO - Epoch [164][3280/3757] lr: 2.918e-02, eta: 3 days, 8:00:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6453, loss_cls: 2.6863, loss: 2.6863, grad_norm: 3.6694 2020-08-04 20:29:00,162 - mmaction - INFO - Epoch [164][3300/3757] lr: 2.918e-02, eta: 3 days, 7:59:51, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6828, loss_cls: 2.4385, loss: 2.4385, grad_norm: 3.4491 2020-08-04 20:29:15,986 - mmaction - INFO - Epoch [164][3320/3757] lr: 2.918e-02, eta: 3 days, 7:59:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6734, loss_cls: 2.5639, loss: 2.5639, grad_norm: 3.5041 2020-08-04 20:29:31,785 - mmaction - INFO - Epoch [164][3340/3757] lr: 2.918e-02, eta: 3 days, 7:59:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7023, loss_cls: 2.4109, loss: 2.4109, grad_norm: 3.5001 2020-08-04 20:29:47,589 - mmaction - INFO - Epoch [164][3360/3757] lr: 2.918e-02, eta: 3 days, 7:58:54, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6922, loss_cls: 2.4677, loss: 2.4677, grad_norm: 3.5128 2020-08-04 20:30:03,507 - mmaction - INFO - Epoch [164][3380/3757] lr: 2.918e-02, eta: 3 days, 7:58:36, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6906, loss_cls: 2.4252, loss: 2.4252, grad_norm: 3.4750 2020-08-04 20:30:19,268 - mmaction - INFO - Epoch [164][3400/3757] lr: 2.918e-02, eta: 3 days, 7:58:17, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6891, loss_cls: 2.5248, loss: 2.5248, grad_norm: 3.5376 2020-08-04 20:30:35,086 - mmaction - INFO - Epoch [164][3420/3757] lr: 2.918e-02, eta: 3 days, 7:57:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6781, loss_cls: 2.4877, loss: 2.4877, grad_norm: 3.5201 2020-08-04 20:30:50,859 - mmaction - INFO - Epoch [164][3440/3757] lr: 2.918e-02, eta: 3 days, 7:57:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6789, loss_cls: 2.4745, loss: 2.4745, grad_norm: 3.5472 2020-08-04 20:31:06,605 - mmaction - INFO - Epoch [164][3460/3757] lr: 2.918e-02, eta: 3 days, 7:57:20, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6797, loss_cls: 2.4595, loss: 2.4595, grad_norm: 3.4610 2020-08-04 20:31:22,455 - mmaction - INFO - Epoch [164][3480/3757] lr: 2.918e-02, eta: 3 days, 7:57:02, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6734, loss_cls: 2.5882, loss: 2.5882, grad_norm: 3.5263 2020-08-04 20:31:38,282 - mmaction - INFO - Epoch [164][3500/3757] lr: 2.918e-02, eta: 3 days, 7:56:43, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.4960, loss: 2.4960, grad_norm: 3.4446 2020-08-04 20:31:54,092 - mmaction - INFO - Epoch [164][3520/3757] lr: 2.918e-02, eta: 3 days, 7:56:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6875, loss_cls: 2.5095, loss: 2.5095, grad_norm: 3.5821 2020-08-04 20:32:09,921 - mmaction - INFO - Epoch [164][3540/3757] lr: 2.918e-02, eta: 3 days, 7:56:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6727, loss_cls: 2.5132, loss: 2.5132, grad_norm: 3.4891 2020-08-04 20:32:25,605 - mmaction - INFO - Epoch [164][3560/3757] lr: 2.918e-02, eta: 3 days, 7:55:46, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7039, loss_cls: 2.3907, loss: 2.3907, grad_norm: 3.5420 2020-08-04 20:32:41,406 - mmaction - INFO - Epoch [164][3580/3757] lr: 2.918e-02, eta: 3 days, 7:55:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6672, loss_cls: 2.5895, loss: 2.5895, grad_norm: 3.5941 2020-08-04 20:32:57,228 - mmaction - INFO - Epoch [164][3600/3757] lr: 2.918e-02, eta: 3 days, 7:55:09, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6906, loss_cls: 2.4582, loss: 2.4582, grad_norm: 3.4174 2020-08-04 20:33:13,050 - mmaction - INFO - Epoch [164][3620/3757] lr: 2.918e-02, eta: 3 days, 7:54:50, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6711, loss_cls: 2.5600, loss: 2.5600, grad_norm: 3.5210 2020-08-04 20:33:28,841 - mmaction - INFO - Epoch [164][3640/3757] lr: 2.918e-02, eta: 3 days, 7:54:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6687, loss_cls: 2.5791, loss: 2.5791, grad_norm: 3.5849 2020-08-04 20:33:44,655 - mmaction - INFO - Epoch [164][3660/3757] lr: 2.918e-02, eta: 3 days, 7:54:12, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6930, loss_cls: 2.4818, loss: 2.4818, grad_norm: 3.5861 2020-08-04 20:34:00,540 - mmaction - INFO - Epoch [164][3680/3757] lr: 2.918e-02, eta: 3 days, 7:53:54, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6719, loss_cls: 2.5815, loss: 2.5815, grad_norm: 3.5408 2020-08-04 20:34:16,307 - mmaction - INFO - Epoch [164][3700/3757] lr: 2.918e-02, eta: 3 days, 7:53:35, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6727, loss_cls: 2.4919, loss: 2.4919, grad_norm: 3.4582 2020-08-04 20:34:32,087 - mmaction - INFO - Epoch [164][3720/3757] lr: 2.918e-02, eta: 3 days, 7:53:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6789, loss_cls: 2.4593, loss: 2.4593, grad_norm: 3.5315 2020-08-04 20:34:47,898 - mmaction - INFO - Epoch [164][3740/3757] lr: 2.918e-02, eta: 3 days, 7:52:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6828, loss_cls: 2.4898, loss: 2.4898, grad_norm: 3.5817 2020-08-04 20:35:05,808 - mmaction - INFO - Saving checkpoint at 164 epochs 2020-08-04 20:37:33,689 - mmaction - INFO - Epoch [165][20/3757] lr: 2.862e-02, eta: 3 days, 7:57:23, time: 7.336, data_time: 6.473, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7031, loss_cls: 2.4156, loss: 2.4156, grad_norm: 3.5530 2020-08-04 20:37:49,488 - mmaction - INFO - Epoch [165][40/3757] lr: 2.862e-02, eta: 3 days, 7:57:04, time: 0.793, data_time: 0.009, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6867, loss_cls: 2.4661, loss: 2.4661, grad_norm: 3.5109 2020-08-04 20:38:05,330 - mmaction - INFO - Epoch [165][60/3757] lr: 2.862e-02, eta: 3 days, 7:56:45, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6945, loss_cls: 2.4720, loss: 2.4720, grad_norm: 3.5069 2020-08-04 20:38:21,104 - mmaction - INFO - Epoch [165][80/3757] lr: 2.862e-02, eta: 3 days, 7:56:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6781, loss_cls: 2.5438, loss: 2.5438, grad_norm: 3.6631 2020-08-04 20:38:36,919 - mmaction - INFO - Epoch [165][100/3757] lr: 2.862e-02, eta: 3 days, 7:56:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6875, loss_cls: 2.4462, loss: 2.4462, grad_norm: 3.4793 2020-08-04 20:38:52,698 - mmaction - INFO - Epoch [165][120/3757] lr: 2.862e-02, eta: 3 days, 7:55:49, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6742, loss_cls: 2.4648, loss: 2.4648, grad_norm: 3.4945 2020-08-04 20:39:08,611 - mmaction - INFO - Epoch [165][140/3757] lr: 2.862e-02, eta: 3 days, 7:55:30, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6922, loss_cls: 2.4525, loss: 2.4525, grad_norm: 3.5545 2020-08-04 20:39:24,441 - mmaction - INFO - Epoch [165][160/3757] lr: 2.862e-02, eta: 3 days, 7:55:11, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.4965, loss: 2.4965, grad_norm: 3.5321 2020-08-04 20:39:40,173 - mmaction - INFO - Epoch [165][180/3757] lr: 2.862e-02, eta: 3 days, 7:54:52, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6797, loss_cls: 2.4303, loss: 2.4303, grad_norm: 3.5055 2020-08-04 20:39:55,980 - mmaction - INFO - Epoch [165][200/3757] lr: 2.862e-02, eta: 3 days, 7:54:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7070, loss_cls: 2.3617, loss: 2.3617, grad_norm: 3.4959 2020-08-04 20:40:11,844 - mmaction - INFO - Epoch [165][220/3757] lr: 2.862e-02, eta: 3 days, 7:54:15, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6789, loss_cls: 2.5126, loss: 2.5126, grad_norm: 3.5116 2020-08-04 20:40:27,706 - mmaction - INFO - Epoch [165][240/3757] lr: 2.862e-02, eta: 3 days, 7:53:56, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6898, loss_cls: 2.4642, loss: 2.4642, grad_norm: 3.4527 2020-08-04 20:40:43,534 - mmaction - INFO - Epoch [165][260/3757] lr: 2.862e-02, eta: 3 days, 7:53:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6797, loss_cls: 2.5250, loss: 2.5250, grad_norm: 3.5374 2020-08-04 20:40:59,348 - mmaction - INFO - Epoch [165][280/3757] lr: 2.862e-02, eta: 3 days, 7:53:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6828, loss_cls: 2.4719, loss: 2.4719, grad_norm: 3.4808 2020-08-04 20:41:15,092 - mmaction - INFO - Epoch [165][300/3757] lr: 2.862e-02, eta: 3 days, 7:53:00, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7102, loss_cls: 2.4145, loss: 2.4145, grad_norm: 3.4953 2020-08-04 20:41:30,890 - mmaction - INFO - Epoch [165][320/3757] lr: 2.862e-02, eta: 3 days, 7:52:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6992, loss_cls: 2.4227, loss: 2.4227, grad_norm: 3.5482 2020-08-04 20:41:46,663 - mmaction - INFO - Epoch [165][340/3757] lr: 2.862e-02, eta: 3 days, 7:52:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7039, loss_cls: 2.4070, loss: 2.4070, grad_norm: 3.4863 2020-08-04 20:42:02,560 - mmaction - INFO - Epoch [165][360/3757] lr: 2.862e-02, eta: 3 days, 7:52:03, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6781, loss_cls: 2.5122, loss: 2.5122, grad_norm: 3.5566 2020-08-04 20:42:18,325 - mmaction - INFO - Epoch [165][380/3757] lr: 2.862e-02, eta: 3 days, 7:51:44, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6773, loss_cls: 2.5116, loss: 2.5116, grad_norm: 3.5500 2020-08-04 20:42:34,052 - mmaction - INFO - Epoch [165][400/3757] lr: 2.862e-02, eta: 3 days, 7:51:25, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6836, loss_cls: 2.4548, loss: 2.4548, grad_norm: 3.5589 2020-08-04 20:42:49,887 - mmaction - INFO - Epoch [165][420/3757] lr: 2.862e-02, eta: 3 days, 7:51:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7258, loss_cls: 2.3094, loss: 2.3094, grad_norm: 3.5007 2020-08-04 20:43:05,710 - mmaction - INFO - Epoch [165][440/3757] lr: 2.862e-02, eta: 3 days, 7:50:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6695, loss_cls: 2.5157, loss: 2.5157, grad_norm: 3.5190 2020-08-04 20:43:21,531 - mmaction - INFO - Epoch [165][460/3757] lr: 2.862e-02, eta: 3 days, 7:50:29, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.5734, loss: 2.5734, grad_norm: 3.5457 2020-08-04 20:43:37,352 - mmaction - INFO - Epoch [165][480/3757] lr: 2.862e-02, eta: 3 days, 7:50:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6914, loss_cls: 2.4583, loss: 2.4583, grad_norm: 3.4384 2020-08-04 20:43:53,148 - mmaction - INFO - Epoch [165][500/3757] lr: 2.862e-02, eta: 3 days, 7:49:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4641, top5_acc: 0.6930, loss_cls: 2.4169, loss: 2.4169, grad_norm: 3.4557 2020-08-04 20:44:08,976 - mmaction - INFO - Epoch [165][520/3757] lr: 2.862e-02, eta: 3 days, 7:49:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7164, loss_cls: 2.3610, loss: 2.3610, grad_norm: 3.4885 2020-08-04 20:44:24,771 - mmaction - INFO - Epoch [165][540/3757] lr: 2.862e-02, eta: 3 days, 7:49:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6797, loss_cls: 2.5349, loss: 2.5349, grad_norm: 3.5916 2020-08-04 20:44:40,655 - mmaction - INFO - Epoch [165][560/3757] lr: 2.862e-02, eta: 3 days, 7:48:55, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6750, loss_cls: 2.5431, loss: 2.5431, grad_norm: 3.5737 2020-08-04 20:44:56,430 - mmaction - INFO - Epoch [165][580/3757] lr: 2.862e-02, eta: 3 days, 7:48:37, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6695, loss_cls: 2.4804, loss: 2.4804, grad_norm: 3.5905 2020-08-04 20:45:12,223 - mmaction - INFO - Epoch [165][600/3757] lr: 2.862e-02, eta: 3 days, 7:48:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 2.5433, loss: 2.5433, grad_norm: 3.6344 2020-08-04 20:45:28,062 - mmaction - INFO - Epoch [165][620/3757] lr: 2.862e-02, eta: 3 days, 7:47:59, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6945, loss_cls: 2.4552, loss: 2.4552, grad_norm: 3.5878 2020-08-04 20:45:43,929 - mmaction - INFO - Epoch [165][640/3757] lr: 2.862e-02, eta: 3 days, 7:47:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4039, top5_acc: 0.6625, loss_cls: 2.6696, loss: 2.6696, grad_norm: 3.6359 2020-08-04 20:45:59,767 - mmaction - INFO - Epoch [165][660/3757] lr: 2.862e-02, eta: 3 days, 7:47:22, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6750, loss_cls: 2.5259, loss: 2.5259, grad_norm: 3.4180 2020-08-04 20:46:15,596 - mmaction - INFO - Epoch [165][680/3757] lr: 2.862e-02, eta: 3 days, 7:47:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6734, loss_cls: 2.5643, loss: 2.5643, grad_norm: 3.5035 2020-08-04 20:46:31,455 - mmaction - INFO - Epoch [165][700/3757] lr: 2.862e-02, eta: 3 days, 7:46:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6945, loss_cls: 2.4484, loss: 2.4484, grad_norm: 3.5230 2020-08-04 20:46:47,259 - mmaction - INFO - Epoch [165][720/3757] lr: 2.862e-02, eta: 3 days, 7:46:25, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6953, loss_cls: 2.4700, loss: 2.4700, grad_norm: 3.5389 2020-08-04 20:47:03,066 - mmaction - INFO - Epoch [165][740/3757] lr: 2.862e-02, eta: 3 days, 7:46:06, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6828, loss_cls: 2.4991, loss: 2.4991, grad_norm: 3.5214 2020-08-04 20:47:18,824 - mmaction - INFO - Epoch [165][760/3757] lr: 2.862e-02, eta: 3 days, 7:45:48, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6922, loss_cls: 2.4828, loss: 2.4828, grad_norm: 3.5655 2020-08-04 20:47:34,605 - mmaction - INFO - Epoch [165][780/3757] lr: 2.862e-02, eta: 3 days, 7:45:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6734, loss_cls: 2.5628, loss: 2.5628, grad_norm: 3.5017 2020-08-04 20:47:50,499 - mmaction - INFO - Epoch [165][800/3757] lr: 2.862e-02, eta: 3 days, 7:45:10, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6930, loss_cls: 2.4131, loss: 2.4131, grad_norm: 3.4457 2020-08-04 20:48:06,138 - mmaction - INFO - Epoch [165][820/3757] lr: 2.862e-02, eta: 3 days, 7:44:51, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6844, loss_cls: 2.4648, loss: 2.4648, grad_norm: 3.5573 2020-08-04 20:48:21,912 - mmaction - INFO - Epoch [165][840/3757] lr: 2.862e-02, eta: 3 days, 7:44:32, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.4655, loss: 2.4655, grad_norm: 3.5533 2020-08-04 20:48:37,739 - mmaction - INFO - Epoch [165][860/3757] lr: 2.862e-02, eta: 3 days, 7:44:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.7094, loss_cls: 2.4387, loss: 2.4387, grad_norm: 3.5868 2020-08-04 20:48:53,620 - mmaction - INFO - Epoch [165][880/3757] lr: 2.862e-02, eta: 3 days, 7:43:55, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7031, loss_cls: 2.3915, loss: 2.3915, grad_norm: 3.4173 2020-08-04 20:49:09,476 - mmaction - INFO - Epoch [165][900/3757] lr: 2.862e-02, eta: 3 days, 7:43:36, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7055, loss_cls: 2.4502, loss: 2.4502, grad_norm: 3.5955 2020-08-04 20:49:25,209 - mmaction - INFO - Epoch [165][920/3757] lr: 2.862e-02, eta: 3 days, 7:43:17, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6883, loss_cls: 2.4716, loss: 2.4716, grad_norm: 3.5513 2020-08-04 20:49:40,975 - mmaction - INFO - Epoch [165][940/3757] lr: 2.862e-02, eta: 3 days, 7:42:58, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6805, loss_cls: 2.5022, loss: 2.5022, grad_norm: 3.5579 2020-08-04 20:49:56,827 - mmaction - INFO - Epoch [165][960/3757] lr: 2.862e-02, eta: 3 days, 7:42:40, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6937, loss_cls: 2.4280, loss: 2.4280, grad_norm: 3.4475 2020-08-04 20:50:12,629 - mmaction - INFO - Epoch [165][980/3757] lr: 2.862e-02, eta: 3 days, 7:42:21, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6953, loss_cls: 2.4547, loss: 2.4547, grad_norm: 3.5783 2020-08-04 20:50:28,458 - mmaction - INFO - Epoch [165][1000/3757] lr: 2.862e-02, eta: 3 days, 7:42:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6891, loss_cls: 2.4678, loss: 2.4678, grad_norm: 3.6036 2020-08-04 20:50:44,258 - mmaction - INFO - Epoch [165][1020/3757] lr: 2.862e-02, eta: 3 days, 7:41:43, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6797, loss_cls: 2.5835, loss: 2.5835, grad_norm: 3.5946 2020-08-04 20:51:00,068 - mmaction - INFO - Epoch [165][1040/3757] lr: 2.862e-02, eta: 3 days, 7:41:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6883, loss_cls: 2.5071, loss: 2.5071, grad_norm: 3.4998 2020-08-04 20:51:15,831 - mmaction - INFO - Epoch [165][1060/3757] lr: 2.862e-02, eta: 3 days, 7:41:06, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6711, loss_cls: 2.4913, loss: 2.4913, grad_norm: 3.5035 2020-08-04 20:51:31,647 - mmaction - INFO - Epoch [165][1080/3757] lr: 2.862e-02, eta: 3 days, 7:40:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6898, loss_cls: 2.4310, loss: 2.4310, grad_norm: 3.5201 2020-08-04 20:51:47,421 - mmaction - INFO - Epoch [165][1100/3757] lr: 2.862e-02, eta: 3 days, 7:40:28, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6852, loss_cls: 2.4471, loss: 2.4471, grad_norm: 3.5407 2020-08-04 20:52:03,230 - mmaction - INFO - Epoch [165][1120/3757] lr: 2.862e-02, eta: 3 days, 7:40:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6711, loss_cls: 2.5007, loss: 2.5007, grad_norm: 3.5663 2020-08-04 20:52:18,923 - mmaction - INFO - Epoch [165][1140/3757] lr: 2.862e-02, eta: 3 days, 7:39:50, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4406, top5_acc: 0.7055, loss_cls: 2.4094, loss: 2.4094, grad_norm: 3.5205 2020-08-04 20:52:34,797 - mmaction - INFO - Epoch [165][1160/3757] lr: 2.862e-02, eta: 3 days, 7:39:32, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.4078, loss: 2.4078, grad_norm: 3.5464 2020-08-04 20:52:50,711 - mmaction - INFO - Epoch [165][1180/3757] lr: 2.862e-02, eta: 3 days, 7:39:13, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6844, loss_cls: 2.5373, loss: 2.5373, grad_norm: 3.5860 2020-08-04 20:53:06,513 - mmaction - INFO - Epoch [165][1200/3757] lr: 2.862e-02, eta: 3 days, 7:38:54, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6656, loss_cls: 2.4501, loss: 2.4501, grad_norm: 3.4962 2020-08-04 20:53:22,243 - mmaction - INFO - Epoch [165][1220/3757] lr: 2.862e-02, eta: 3 days, 7:38:35, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6797, loss_cls: 2.4595, loss: 2.4595, grad_norm: 3.4284 2020-08-04 20:53:38,083 - mmaction - INFO - Epoch [165][1240/3757] lr: 2.862e-02, eta: 3 days, 7:38:17, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6742, loss_cls: 2.5865, loss: 2.5865, grad_norm: 3.5362 2020-08-04 20:53:53,917 - mmaction - INFO - Epoch [165][1260/3757] lr: 2.862e-02, eta: 3 days, 7:37:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6898, loss_cls: 2.4773, loss: 2.4773, grad_norm: 3.4264 2020-08-04 20:54:09,727 - mmaction - INFO - Epoch [165][1280/3757] lr: 2.862e-02, eta: 3 days, 7:37:39, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6891, loss_cls: 2.4671, loss: 2.4671, grad_norm: 3.4138 2020-08-04 20:54:25,503 - mmaction - INFO - Epoch [165][1300/3757] lr: 2.862e-02, eta: 3 days, 7:37:20, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7008, loss_cls: 2.4125, loss: 2.4125, grad_norm: 3.4560 2020-08-04 20:54:41,306 - mmaction - INFO - Epoch [165][1320/3757] lr: 2.862e-02, eta: 3 days, 7:37:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6578, loss_cls: 2.5513, loss: 2.5513, grad_norm: 3.5817 2020-08-04 20:54:57,127 - mmaction - INFO - Epoch [165][1340/3757] lr: 2.862e-02, eta: 3 days, 7:36:43, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6852, loss_cls: 2.5095, loss: 2.5095, grad_norm: 3.6085 2020-08-04 20:55:12,901 - mmaction - INFO - Epoch [165][1360/3757] lr: 2.862e-02, eta: 3 days, 7:36:24, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.7141, loss_cls: 2.3998, loss: 2.3998, grad_norm: 3.4829 2020-08-04 20:55:28,748 - mmaction - INFO - Epoch [165][1380/3757] lr: 2.862e-02, eta: 3 days, 7:36:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.3432, loss: 2.3432, grad_norm: 3.5909 2020-08-04 20:55:44,518 - mmaction - INFO - Epoch [165][1400/3757] lr: 2.862e-02, eta: 3 days, 7:35:46, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6805, loss_cls: 2.5121, loss: 2.5121, grad_norm: 3.6074 2020-08-04 20:56:00,288 - mmaction - INFO - Epoch [165][1420/3757] lr: 2.862e-02, eta: 3 days, 7:35:27, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6930, loss_cls: 2.4556, loss: 2.4556, grad_norm: 3.4789 2020-08-04 20:56:16,192 - mmaction - INFO - Epoch [165][1440/3757] lr: 2.862e-02, eta: 3 days, 7:35:09, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7016, loss_cls: 2.4638, loss: 2.4638, grad_norm: 3.5600 2020-08-04 20:56:32,033 - mmaction - INFO - Epoch [165][1460/3757] lr: 2.862e-02, eta: 3 days, 7:34:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.7016, loss_cls: 2.4199, loss: 2.4199, grad_norm: 3.5327 2020-08-04 20:56:47,806 - mmaction - INFO - Epoch [165][1480/3757] lr: 2.862e-02, eta: 3 days, 7:34:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6953, loss_cls: 2.4324, loss: 2.4324, grad_norm: 3.4853 2020-08-04 20:57:03,598 - mmaction - INFO - Epoch [165][1500/3757] lr: 2.862e-02, eta: 3 days, 7:34:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6906, loss_cls: 2.5767, loss: 2.5767, grad_norm: 3.6255 2020-08-04 20:57:19,462 - mmaction - INFO - Epoch [165][1520/3757] lr: 2.862e-02, eta: 3 days, 7:33:54, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6984, loss_cls: 2.3875, loss: 2.3875, grad_norm: 3.4493 2020-08-04 20:57:35,274 - mmaction - INFO - Epoch [165][1540/3757] lr: 2.862e-02, eta: 3 days, 7:33:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7016, loss_cls: 2.4136, loss: 2.4136, grad_norm: 3.5939 2020-08-04 20:57:51,118 - mmaction - INFO - Epoch [165][1560/3757] lr: 2.862e-02, eta: 3 days, 7:33:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.7031, loss_cls: 2.4827, loss: 2.4827, grad_norm: 3.5844 2020-08-04 20:58:06,907 - mmaction - INFO - Epoch [165][1580/3757] lr: 2.862e-02, eta: 3 days, 7:32:58, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6914, loss_cls: 2.4200, loss: 2.4200, grad_norm: 3.5170 2020-08-04 20:58:22,677 - mmaction - INFO - Epoch [165][1600/3757] lr: 2.862e-02, eta: 3 days, 7:32:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6602, loss_cls: 2.6130, loss: 2.6130, grad_norm: 3.5819 2020-08-04 20:58:38,560 - mmaction - INFO - Epoch [165][1620/3757] lr: 2.862e-02, eta: 3 days, 7:32:20, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6977, loss_cls: 2.3721, loss: 2.3721, grad_norm: 3.5472 2020-08-04 20:58:54,331 - mmaction - INFO - Epoch [165][1640/3757] lr: 2.862e-02, eta: 3 days, 7:32:02, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6641, loss_cls: 2.5549, loss: 2.5549, grad_norm: 3.5699 2020-08-04 20:59:10,124 - mmaction - INFO - Epoch [165][1660/3757] lr: 2.862e-02, eta: 3 days, 7:31:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6945, loss_cls: 2.4589, loss: 2.4589, grad_norm: 3.4914 2020-08-04 20:59:25,912 - mmaction - INFO - Epoch [165][1680/3757] lr: 2.862e-02, eta: 3 days, 7:31:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7039, loss_cls: 2.4299, loss: 2.4299, grad_norm: 3.5436 2020-08-04 20:59:41,773 - mmaction - INFO - Epoch [165][1700/3757] lr: 2.862e-02, eta: 3 days, 7:31:05, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6859, loss_cls: 2.5244, loss: 2.5244, grad_norm: 3.5901 2020-08-04 20:59:57,693 - mmaction - INFO - Epoch [165][1720/3757] lr: 2.862e-02, eta: 3 days, 7:30:47, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6828, loss_cls: 2.4795, loss: 2.4795, grad_norm: 3.4578 2020-08-04 21:00:26,669 - mmaction - INFO - Epoch [165][1740/3757] lr: 2.862e-02, eta: 3 days, 7:31:00, time: 1.432, data_time: 0.005, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6984, loss_cls: 2.4522, loss: 2.4522, grad_norm: 3.5237 2020-08-04 21:00:42,540 - mmaction - INFO - Epoch [165][1760/3757] lr: 2.862e-02, eta: 3 days, 7:30:43, time: 0.810, data_time: 0.024, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6906, loss_cls: 2.3951, loss: 2.3951, grad_norm: 3.4768 2020-08-04 21:00:58,385 - mmaction - INFO - Epoch [165][1780/3757] lr: 2.862e-02, eta: 3 days, 7:30:24, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6883, loss_cls: 2.4651, loss: 2.4651, grad_norm: 3.5237 2020-08-04 21:01:14,267 - mmaction - INFO - Epoch [165][1800/3757] lr: 2.862e-02, eta: 3 days, 7:30:05, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.7117, loss_cls: 2.4700, loss: 2.4700, grad_norm: 3.5563 2020-08-04 21:01:30,041 - mmaction - INFO - Epoch [165][1820/3757] lr: 2.862e-02, eta: 3 days, 7:29:47, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6883, loss_cls: 2.4859, loss: 2.4859, grad_norm: 3.5104 2020-08-04 21:01:45,814 - mmaction - INFO - Epoch [165][1840/3757] lr: 2.862e-02, eta: 3 days, 7:29:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6859, loss_cls: 2.5556, loss: 2.5556, grad_norm: 3.6130 2020-08-04 21:02:01,624 - mmaction - INFO - Epoch [165][1860/3757] lr: 2.862e-02, eta: 3 days, 7:29:09, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6844, loss_cls: 2.5165, loss: 2.5165, grad_norm: 3.4884 2020-08-04 21:02:17,414 - mmaction - INFO - Epoch [165][1880/3757] lr: 2.862e-02, eta: 3 days, 7:28:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7164, loss_cls: 2.3489, loss: 2.3489, grad_norm: 3.4778 2020-08-04 21:02:33,233 - mmaction - INFO - Epoch [165][1900/3757] lr: 2.862e-02, eta: 3 days, 7:28:31, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.4436, loss: 2.4436, grad_norm: 3.4931 2020-08-04 21:02:48,945 - mmaction - INFO - Epoch [165][1920/3757] lr: 2.862e-02, eta: 3 days, 7:28:12, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7047, loss_cls: 2.3977, loss: 2.3977, grad_norm: 3.4491 2020-08-04 21:03:04,790 - mmaction - INFO - Epoch [165][1940/3757] lr: 2.862e-02, eta: 3 days, 7:27:54, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6984, loss_cls: 2.3915, loss: 2.3915, grad_norm: 3.5680 2020-08-04 21:03:20,604 - mmaction - INFO - Epoch [165][1960/3757] lr: 2.862e-02, eta: 3 days, 7:27:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6750, loss_cls: 2.5439, loss: 2.5439, grad_norm: 3.5908 2020-08-04 21:03:36,421 - mmaction - INFO - Epoch [165][1980/3757] lr: 2.862e-02, eta: 3 days, 7:27:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7000, loss_cls: 2.4015, loss: 2.4015, grad_norm: 3.5495 2020-08-04 21:03:52,192 - mmaction - INFO - Epoch [165][2000/3757] lr: 2.862e-02, eta: 3 days, 7:26:57, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4109, top5_acc: 0.6633, loss_cls: 2.5824, loss: 2.5824, grad_norm: 3.6956 2020-08-04 21:04:08,008 - mmaction - INFO - Epoch [165][2020/3757] lr: 2.862e-02, eta: 3 days, 7:26:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6906, loss_cls: 2.4996, loss: 2.4996, grad_norm: 3.5191 2020-08-04 21:04:23,803 - mmaction - INFO - Epoch [165][2040/3757] lr: 2.862e-02, eta: 3 days, 7:26:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6844, loss_cls: 2.5021, loss: 2.5021, grad_norm: 3.4817 2020-08-04 21:04:39,619 - mmaction - INFO - Epoch [165][2060/3757] lr: 2.862e-02, eta: 3 days, 7:26:01, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6836, loss_cls: 2.4780, loss: 2.4780, grad_norm: 3.4393 2020-08-04 21:04:55,407 - mmaction - INFO - Epoch [165][2080/3757] lr: 2.862e-02, eta: 3 days, 7:25:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6781, loss_cls: 2.4947, loss: 2.4947, grad_norm: 3.5807 2020-08-04 21:05:11,199 - mmaction - INFO - Epoch [165][2100/3757] lr: 2.862e-02, eta: 3 days, 7:25:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6883, loss_cls: 2.5148, loss: 2.5148, grad_norm: 3.5394 2020-08-04 21:05:27,022 - mmaction - INFO - Epoch [165][2120/3757] lr: 2.862e-02, eta: 3 days, 7:25:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6734, loss_cls: 2.5507, loss: 2.5507, grad_norm: 3.6619 2020-08-04 21:05:42,790 - mmaction - INFO - Epoch [165][2140/3757] lr: 2.862e-02, eta: 3 days, 7:24:46, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6961, loss_cls: 2.4723, loss: 2.4723, grad_norm: 3.6992 2020-08-04 21:05:58,603 - mmaction - INFO - Epoch [165][2160/3757] lr: 2.862e-02, eta: 3 days, 7:24:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6937, loss_cls: 2.4827, loss: 2.4827, grad_norm: 3.6391 2020-08-04 21:06:14,367 - mmaction - INFO - Epoch [165][2180/3757] lr: 2.862e-02, eta: 3 days, 7:24:08, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6883, loss_cls: 2.4836, loss: 2.4836, grad_norm: 3.6365 2020-08-04 21:06:30,119 - mmaction - INFO - Epoch [165][2200/3757] lr: 2.862e-02, eta: 3 days, 7:23:50, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6922, loss_cls: 2.4797, loss: 2.4797, grad_norm: 3.6842 2020-08-04 21:06:45,869 - mmaction - INFO - Epoch [165][2220/3757] lr: 2.862e-02, eta: 3 days, 7:23:31, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4133, top5_acc: 0.6859, loss_cls: 2.5754, loss: 2.5754, grad_norm: 3.5852 2020-08-04 21:07:01,720 - mmaction - INFO - Epoch [165][2240/3757] lr: 2.862e-02, eta: 3 days, 7:23:12, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6922, loss_cls: 2.4421, loss: 2.4421, grad_norm: 3.5474 2020-08-04 21:07:17,556 - mmaction - INFO - Epoch [165][2260/3757] lr: 2.862e-02, eta: 3 days, 7:22:54, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6734, loss_cls: 2.5233, loss: 2.5233, grad_norm: 3.5349 2020-08-04 21:07:33,365 - mmaction - INFO - Epoch [165][2280/3757] lr: 2.862e-02, eta: 3 days, 7:22:35, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7102, loss_cls: 2.3652, loss: 2.3652, grad_norm: 3.5101 2020-08-04 21:07:49,156 - mmaction - INFO - Epoch [165][2300/3757] lr: 2.862e-02, eta: 3 days, 7:22:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7180, loss_cls: 2.3590, loss: 2.3590, grad_norm: 3.6255 2020-08-04 21:08:05,027 - mmaction - INFO - Epoch [165][2320/3757] lr: 2.862e-02, eta: 3 days, 7:21:57, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6828, loss_cls: 2.4747, loss: 2.4747, grad_norm: 3.6224 2020-08-04 21:08:20,860 - mmaction - INFO - Epoch [165][2340/3757] lr: 2.862e-02, eta: 3 days, 7:21:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6805, loss_cls: 2.5485, loss: 2.5485, grad_norm: 3.5836 2020-08-04 21:08:36,683 - mmaction - INFO - Epoch [165][2360/3757] lr: 2.862e-02, eta: 3 days, 7:21:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6937, loss_cls: 2.5392, loss: 2.5392, grad_norm: 3.5450 2020-08-04 21:08:52,456 - mmaction - INFO - Epoch [165][2380/3757] lr: 2.862e-02, eta: 3 days, 7:21:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6766, loss_cls: 2.5266, loss: 2.5266, grad_norm: 3.5633 2020-08-04 21:09:08,227 - mmaction - INFO - Epoch [165][2400/3757] lr: 2.862e-02, eta: 3 days, 7:20:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6852, loss_cls: 2.5120, loss: 2.5120, grad_norm: 3.5056 2020-08-04 21:09:24,045 - mmaction - INFO - Epoch [165][2420/3757] lr: 2.862e-02, eta: 3 days, 7:20:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6898, loss_cls: 2.4672, loss: 2.4672, grad_norm: 3.4103 2020-08-04 21:09:39,799 - mmaction - INFO - Epoch [165][2440/3757] lr: 2.862e-02, eta: 3 days, 7:20:05, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6898, loss_cls: 2.4533, loss: 2.4533, grad_norm: 3.5245 2020-08-04 21:09:55,652 - mmaction - INFO - Epoch [165][2460/3757] lr: 2.862e-02, eta: 3 days, 7:19:46, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6828, loss_cls: 2.4751, loss: 2.4751, grad_norm: 3.4990 2020-08-04 21:10:11,570 - mmaction - INFO - Epoch [165][2480/3757] lr: 2.862e-02, eta: 3 days, 7:19:28, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6969, loss_cls: 2.4334, loss: 2.4334, grad_norm: 3.6011 2020-08-04 21:10:27,356 - mmaction - INFO - Epoch [165][2500/3757] lr: 2.862e-02, eta: 3 days, 7:19:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6820, loss_cls: 2.4833, loss: 2.4833, grad_norm: 3.5681 2020-08-04 21:10:43,168 - mmaction - INFO - Epoch [165][2520/3757] lr: 2.862e-02, eta: 3 days, 7:18:50, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6656, loss_cls: 2.5734, loss: 2.5734, grad_norm: 3.5819 2020-08-04 21:10:58,983 - mmaction - INFO - Epoch [165][2540/3757] lr: 2.862e-02, eta: 3 days, 7:18:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6773, loss_cls: 2.5184, loss: 2.5184, grad_norm: 3.5021 2020-08-04 21:11:14,812 - mmaction - INFO - Epoch [165][2560/3757] lr: 2.862e-02, eta: 3 days, 7:18:13, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6922, loss_cls: 2.4563, loss: 2.4563, grad_norm: 3.4689 2020-08-04 21:11:30,602 - mmaction - INFO - Epoch [165][2580/3757] lr: 2.862e-02, eta: 3 days, 7:17:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6922, loss_cls: 2.5093, loss: 2.5093, grad_norm: 3.6681 2020-08-04 21:11:46,421 - mmaction - INFO - Epoch [165][2600/3757] lr: 2.862e-02, eta: 3 days, 7:17:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7023, loss_cls: 2.4140, loss: 2.4140, grad_norm: 3.5099 2020-08-04 21:12:02,186 - mmaction - INFO - Epoch [165][2620/3757] lr: 2.862e-02, eta: 3 days, 7:17:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6867, loss_cls: 2.4331, loss: 2.4331, grad_norm: 3.5267 2020-08-04 21:12:17,988 - mmaction - INFO - Epoch [165][2640/3757] lr: 2.862e-02, eta: 3 days, 7:16:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6758, loss_cls: 2.5634, loss: 2.5634, grad_norm: 3.6952 2020-08-04 21:12:33,792 - mmaction - INFO - Epoch [165][2660/3757] lr: 2.862e-02, eta: 3 days, 7:16:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6867, loss_cls: 2.5077, loss: 2.5077, grad_norm: 3.5581 2020-08-04 21:12:49,592 - mmaction - INFO - Epoch [165][2680/3757] lr: 2.862e-02, eta: 3 days, 7:16:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6922, loss_cls: 2.4289, loss: 2.4289, grad_norm: 3.4412 2020-08-04 21:13:05,365 - mmaction - INFO - Epoch [165][2700/3757] lr: 2.862e-02, eta: 3 days, 7:16:02, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6961, loss_cls: 2.4668, loss: 2.4668, grad_norm: 3.6019 2020-08-04 21:13:21,157 - mmaction - INFO - Epoch [165][2720/3757] lr: 2.862e-02, eta: 3 days, 7:15:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6797, loss_cls: 2.5074, loss: 2.5074, grad_norm: 3.5863 2020-08-04 21:13:37,003 - mmaction - INFO - Epoch [165][2740/3757] lr: 2.862e-02, eta: 3 days, 7:15:24, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6766, loss_cls: 2.5014, loss: 2.5014, grad_norm: 3.6548 2020-08-04 21:13:52,775 - mmaction - INFO - Epoch [165][2760/3757] lr: 2.862e-02, eta: 3 days, 7:15:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6805, loss_cls: 2.5160, loss: 2.5160, grad_norm: 3.5284 2020-08-04 21:14:08,592 - mmaction - INFO - Epoch [165][2780/3757] lr: 2.862e-02, eta: 3 days, 7:14:47, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6984, loss_cls: 2.4055, loss: 2.4055, grad_norm: 3.3951 2020-08-04 21:14:24,463 - mmaction - INFO - Epoch [165][2800/3757] lr: 2.862e-02, eta: 3 days, 7:14:28, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7008, loss_cls: 2.3977, loss: 2.3977, grad_norm: 3.5294 2020-08-04 21:14:40,278 - mmaction - INFO - Epoch [165][2820/3757] lr: 2.862e-02, eta: 3 days, 7:14:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6773, loss_cls: 2.5575, loss: 2.5575, grad_norm: 3.5944 2020-08-04 21:14:56,078 - mmaction - INFO - Epoch [165][2840/3757] lr: 2.862e-02, eta: 3 days, 7:13:51, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6922, loss_cls: 2.4909, loss: 2.4909, grad_norm: 3.4684 2020-08-04 21:15:11,878 - mmaction - INFO - Epoch [165][2860/3757] lr: 2.862e-02, eta: 3 days, 7:13:32, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6695, loss_cls: 2.5499, loss: 2.5499, grad_norm: 3.6518 2020-08-04 21:15:27,685 - mmaction - INFO - Epoch [165][2880/3757] lr: 2.862e-02, eta: 3 days, 7:13:13, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6922, loss_cls: 2.5307, loss: 2.5307, grad_norm: 3.5676 2020-08-04 21:15:43,507 - mmaction - INFO - Epoch [165][2900/3757] lr: 2.862e-02, eta: 3 days, 7:12:55, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7273, loss_cls: 2.3416, loss: 2.3416, grad_norm: 3.4422 2020-08-04 21:15:59,233 - mmaction - INFO - Epoch [165][2920/3757] lr: 2.862e-02, eta: 3 days, 7:12:36, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6961, loss_cls: 2.5110, loss: 2.5110, grad_norm: 3.5110 2020-08-04 21:16:15,077 - mmaction - INFO - Epoch [165][2940/3757] lr: 2.862e-02, eta: 3 days, 7:12:17, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6898, loss_cls: 2.4595, loss: 2.4595, grad_norm: 3.5478 2020-08-04 21:16:30,809 - mmaction - INFO - Epoch [165][2960/3757] lr: 2.862e-02, eta: 3 days, 7:11:58, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6898, loss_cls: 2.4626, loss: 2.4626, grad_norm: 3.4980 2020-08-04 21:16:46,589 - mmaction - INFO - Epoch [165][2980/3757] lr: 2.862e-02, eta: 3 days, 7:11:39, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6781, loss_cls: 2.4856, loss: 2.4856, grad_norm: 3.6158 2020-08-04 21:17:02,331 - mmaction - INFO - Epoch [165][3000/3757] lr: 2.862e-02, eta: 3 days, 7:11:21, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.4871, loss: 2.4871, grad_norm: 3.7081 2020-08-04 21:17:18,111 - mmaction - INFO - Epoch [165][3020/3757] lr: 2.862e-02, eta: 3 days, 7:11:02, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6914, loss_cls: 2.4801, loss: 2.4801, grad_norm: 3.6203 2020-08-04 21:17:33,936 - mmaction - INFO - Epoch [165][3040/3757] lr: 2.862e-02, eta: 3 days, 7:10:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6914, loss_cls: 2.4690, loss: 2.4690, grad_norm: 3.6582 2020-08-04 21:17:49,820 - mmaction - INFO - Epoch [165][3060/3757] lr: 2.862e-02, eta: 3 days, 7:10:25, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6805, loss_cls: 2.4840, loss: 2.4840, grad_norm: 3.4936 2020-08-04 21:18:05,604 - mmaction - INFO - Epoch [165][3080/3757] lr: 2.862e-02, eta: 3 days, 7:10:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.7008, loss_cls: 2.4538, loss: 2.4538, grad_norm: 3.5841 2020-08-04 21:18:21,342 - mmaction - INFO - Epoch [165][3100/3757] lr: 2.862e-02, eta: 3 days, 7:09:47, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6813, loss_cls: 2.4949, loss: 2.4949, grad_norm: 3.6552 2020-08-04 21:18:37,120 - mmaction - INFO - Epoch [165][3120/3757] lr: 2.862e-02, eta: 3 days, 7:09:28, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6750, loss_cls: 2.5182, loss: 2.5182, grad_norm: 3.5729 2020-08-04 21:18:52,900 - mmaction - INFO - Epoch [165][3140/3757] lr: 2.862e-02, eta: 3 days, 7:09:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6687, loss_cls: 2.5083, loss: 2.5083, grad_norm: 3.5232 2020-08-04 21:19:08,658 - mmaction - INFO - Epoch [165][3160/3757] lr: 2.862e-02, eta: 3 days, 7:08:51, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6844, loss_cls: 2.4960, loss: 2.4960, grad_norm: 3.5862 2020-08-04 21:19:24,455 - mmaction - INFO - Epoch [165][3180/3757] lr: 2.862e-02, eta: 3 days, 7:08:32, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6586, loss_cls: 2.6281, loss: 2.6281, grad_norm: 3.6874 2020-08-04 21:19:40,283 - mmaction - INFO - Epoch [165][3200/3757] lr: 2.862e-02, eta: 3 days, 7:08:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6914, loss_cls: 2.4818, loss: 2.4818, grad_norm: 3.4418 2020-08-04 21:19:56,090 - mmaction - INFO - Epoch [165][3220/3757] lr: 2.862e-02, eta: 3 days, 7:07:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6867, loss_cls: 2.4528, loss: 2.4528, grad_norm: 3.4674 2020-08-04 21:20:12,000 - mmaction - INFO - Epoch [165][3240/3757] lr: 2.862e-02, eta: 3 days, 7:07:36, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6828, loss_cls: 2.5303, loss: 2.5303, grad_norm: 3.5325 2020-08-04 21:20:27,785 - mmaction - INFO - Epoch [165][3260/3757] lr: 2.862e-02, eta: 3 days, 7:07:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6836, loss_cls: 2.4825, loss: 2.4825, grad_norm: 3.5883 2020-08-04 21:20:43,747 - mmaction - INFO - Epoch [165][3280/3757] lr: 2.862e-02, eta: 3 days, 7:06:59, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6789, loss_cls: 2.5430, loss: 2.5430, grad_norm: 3.6433 2020-08-04 21:20:59,527 - mmaction - INFO - Epoch [165][3300/3757] lr: 2.862e-02, eta: 3 days, 7:06:40, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6883, loss_cls: 2.4510, loss: 2.4510, grad_norm: 3.4852 2020-08-04 21:21:15,210 - mmaction - INFO - Epoch [165][3320/3757] lr: 2.862e-02, eta: 3 days, 7:06:21, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6922, loss_cls: 2.4980, loss: 2.4980, grad_norm: 3.4215 2020-08-04 21:21:31,037 - mmaction - INFO - Epoch [165][3340/3757] lr: 2.862e-02, eta: 3 days, 7:06:03, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6859, loss_cls: 2.4866, loss: 2.4866, grad_norm: 3.5176 2020-08-04 21:21:46,761 - mmaction - INFO - Epoch [165][3360/3757] lr: 2.862e-02, eta: 3 days, 7:05:44, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6867, loss_cls: 2.5011, loss: 2.5011, grad_norm: 3.6828 2020-08-04 21:22:02,636 - mmaction - INFO - Epoch [165][3380/3757] lr: 2.862e-02, eta: 3 days, 7:05:25, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6734, loss_cls: 2.5728, loss: 2.5728, grad_norm: 3.5795 2020-08-04 21:22:18,304 - mmaction - INFO - Epoch [165][3400/3757] lr: 2.862e-02, eta: 3 days, 7:05:06, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6906, loss_cls: 2.4824, loss: 2.4824, grad_norm: 3.6117 2020-08-04 21:22:34,083 - mmaction - INFO - Epoch [165][3420/3757] lr: 2.862e-02, eta: 3 days, 7:04:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6930, loss_cls: 2.4625, loss: 2.4625, grad_norm: 3.5134 2020-08-04 21:22:49,865 - mmaction - INFO - Epoch [165][3440/3757] lr: 2.862e-02, eta: 3 days, 7:04:29, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6930, loss_cls: 2.4698, loss: 2.4698, grad_norm: 3.4881 2020-08-04 21:23:05,808 - mmaction - INFO - Epoch [165][3460/3757] lr: 2.862e-02, eta: 3 days, 7:04:10, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6719, loss_cls: 2.5152, loss: 2.5152, grad_norm: 3.4862 2020-08-04 21:23:21,695 - mmaction - INFO - Epoch [165][3480/3757] lr: 2.862e-02, eta: 3 days, 7:03:52, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6930, loss_cls: 2.4762, loss: 2.4762, grad_norm: 3.4729 2020-08-04 21:23:37,497 - mmaction - INFO - Epoch [165][3500/3757] lr: 2.862e-02, eta: 3 days, 7:03:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6828, loss_cls: 2.4852, loss: 2.4852, grad_norm: 3.5272 2020-08-04 21:23:53,400 - mmaction - INFO - Epoch [165][3520/3757] lr: 2.862e-02, eta: 3 days, 7:03:15, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6766, loss_cls: 2.5615, loss: 2.5615, grad_norm: 3.6353 2020-08-04 21:24:09,241 - mmaction - INFO - Epoch [165][3540/3757] lr: 2.862e-02, eta: 3 days, 7:02:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.7086, loss_cls: 2.4806, loss: 2.4806, grad_norm: 3.5400 2020-08-04 21:24:24,984 - mmaction - INFO - Epoch [165][3560/3757] lr: 2.862e-02, eta: 3 days, 7:02:37, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6883, loss_cls: 2.4444, loss: 2.4444, grad_norm: 3.6088 2020-08-04 21:24:40,737 - mmaction - INFO - Epoch [165][3580/3757] lr: 2.862e-02, eta: 3 days, 7:02:19, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7141, loss_cls: 2.3927, loss: 2.3927, grad_norm: 3.5019 2020-08-04 21:24:56,579 - mmaction - INFO - Epoch [165][3600/3757] lr: 2.862e-02, eta: 3 days, 7:02:00, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6773, loss_cls: 2.5322, loss: 2.5322, grad_norm: 3.4292 2020-08-04 21:25:12,390 - mmaction - INFO - Epoch [165][3620/3757] lr: 2.862e-02, eta: 3 days, 7:01:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6852, loss_cls: 2.4839, loss: 2.4839, grad_norm: 3.5768 2020-08-04 21:25:28,138 - mmaction - INFO - Epoch [165][3640/3757] lr: 2.862e-02, eta: 3 days, 7:01:22, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6742, loss_cls: 2.5146, loss: 2.5146, grad_norm: 3.5588 2020-08-04 21:25:44,026 - mmaction - INFO - Epoch [165][3660/3757] lr: 2.862e-02, eta: 3 days, 7:01:04, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6820, loss_cls: 2.5060, loss: 2.5060, grad_norm: 3.5260 2020-08-04 21:25:59,849 - mmaction - INFO - Epoch [165][3680/3757] lr: 2.862e-02, eta: 3 days, 7:00:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6859, loss_cls: 2.4386, loss: 2.4386, grad_norm: 3.4915 2020-08-04 21:26:15,651 - mmaction - INFO - Epoch [165][3700/3757] lr: 2.862e-02, eta: 3 days, 7:00:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6883, loss_cls: 2.5404, loss: 2.5404, grad_norm: 3.6137 2020-08-04 21:26:31,475 - mmaction - INFO - Epoch [165][3720/3757] lr: 2.862e-02, eta: 3 days, 7:00:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6836, loss_cls: 2.5264, loss: 2.5264, grad_norm: 3.4935 2020-08-04 21:26:47,362 - mmaction - INFO - Epoch [165][3740/3757] lr: 2.862e-02, eta: 3 days, 6:59:50, time: 0.794, data_time: 0.008, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6844, loss_cls: 2.5282, loss: 2.5282, grad_norm: 3.5619 2020-08-04 21:30:19,414 - mmaction - INFO - Epoch [166][20/3757] lr: 2.807e-02, eta: 3 days, 7:05:26, time: 9.008, data_time: 8.114, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6687, loss_cls: 2.5962, loss: 2.5962, grad_norm: 3.5296 2020-08-04 21:30:35,213 - mmaction - INFO - Epoch [166][40/3757] lr: 2.807e-02, eta: 3 days, 7:05:07, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6867, loss_cls: 2.5102, loss: 2.5102, grad_norm: 3.4698 2020-08-04 21:30:50,926 - mmaction - INFO - Epoch [166][60/3757] lr: 2.807e-02, eta: 3 days, 7:04:48, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6906, loss_cls: 2.4659, loss: 2.4659, grad_norm: 3.5001 2020-08-04 21:31:06,745 - mmaction - INFO - Epoch [166][80/3757] lr: 2.807e-02, eta: 3 days, 7:04:30, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.7055, loss_cls: 2.4472, loss: 2.4472, grad_norm: 3.7132 2020-08-04 21:31:22,563 - mmaction - INFO - Epoch [166][100/3757] lr: 2.807e-02, eta: 3 days, 7:04:11, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7000, loss_cls: 2.4174, loss: 2.4174, grad_norm: 3.6954 2020-08-04 21:31:38,449 - mmaction - INFO - Epoch [166][120/3757] lr: 2.807e-02, eta: 3 days, 7:03:52, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6805, loss_cls: 2.5580, loss: 2.5580, grad_norm: 3.6518 2020-08-04 21:31:54,301 - mmaction - INFO - Epoch [166][140/3757] lr: 2.807e-02, eta: 3 days, 7:03:34, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6805, loss_cls: 2.5018, loss: 2.5018, grad_norm: 3.5040 2020-08-04 21:32:10,007 - mmaction - INFO - Epoch [166][160/3757] lr: 2.807e-02, eta: 3 days, 7:03:15, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6844, loss_cls: 2.4462, loss: 2.4462, grad_norm: 3.5457 2020-08-04 21:32:25,883 - mmaction - INFO - Epoch [166][180/3757] lr: 2.807e-02, eta: 3 days, 7:02:56, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6758, loss_cls: 2.5679, loss: 2.5679, grad_norm: 3.6285 2020-08-04 21:32:41,749 - mmaction - INFO - Epoch [166][200/3757] lr: 2.807e-02, eta: 3 days, 7:02:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.7016, loss_cls: 2.4177, loss: 2.4177, grad_norm: 3.5382 2020-08-04 21:32:57,569 - mmaction - INFO - Epoch [166][220/3757] lr: 2.807e-02, eta: 3 days, 7:02:19, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.4690, loss: 2.4690, grad_norm: 3.6149 2020-08-04 21:33:13,366 - mmaction - INFO - Epoch [166][240/3757] lr: 2.807e-02, eta: 3 days, 7:02:00, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.3814, loss: 2.3814, grad_norm: 3.5041 2020-08-04 21:33:29,129 - mmaction - INFO - Epoch [166][260/3757] lr: 2.807e-02, eta: 3 days, 7:01:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6961, loss_cls: 2.4460, loss: 2.4460, grad_norm: 3.5926 2020-08-04 21:33:44,942 - mmaction - INFO - Epoch [166][280/3757] lr: 2.807e-02, eta: 3 days, 7:01:23, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7031, loss_cls: 2.4179, loss: 2.4179, grad_norm: 3.6514 2020-08-04 21:34:00,772 - mmaction - INFO - Epoch [166][300/3757] lr: 2.807e-02, eta: 3 days, 7:01:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7070, loss_cls: 2.3812, loss: 2.3812, grad_norm: 3.4704 2020-08-04 21:34:16,571 - mmaction - INFO - Epoch [166][320/3757] lr: 2.807e-02, eta: 3 days, 7:00:45, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4641, top5_acc: 0.6898, loss_cls: 2.4164, loss: 2.4164, grad_norm: 3.5012 2020-08-04 21:34:32,392 - mmaction - INFO - Epoch [166][340/3757] lr: 2.807e-02, eta: 3 days, 7:00:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6656, loss_cls: 2.5429, loss: 2.5429, grad_norm: 3.5965 2020-08-04 21:34:48,176 - mmaction - INFO - Epoch [166][360/3757] lr: 2.807e-02, eta: 3 days, 7:00:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6992, loss_cls: 2.4578, loss: 2.4578, grad_norm: 3.4899 2020-08-04 21:35:04,007 - mmaction - INFO - Epoch [166][380/3757] lr: 2.807e-02, eta: 3 days, 6:59:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6914, loss_cls: 2.4077, loss: 2.4077, grad_norm: 3.5603 2020-08-04 21:35:19,704 - mmaction - INFO - Epoch [166][400/3757] lr: 2.807e-02, eta: 3 days, 6:59:30, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6836, loss_cls: 2.5169, loss: 2.5169, grad_norm: 3.5912 2020-08-04 21:35:35,656 - mmaction - INFO - Epoch [166][420/3757] lr: 2.807e-02, eta: 3 days, 6:59:12, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6852, loss_cls: 2.4166, loss: 2.4166, grad_norm: 3.4885 2020-08-04 21:35:51,456 - mmaction - INFO - Epoch [166][440/3757] lr: 2.807e-02, eta: 3 days, 6:58:53, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6992, loss_cls: 2.4641, loss: 2.4641, grad_norm: 3.6382 2020-08-04 21:36:07,196 - mmaction - INFO - Epoch [166][460/3757] lr: 2.807e-02, eta: 3 days, 6:58:34, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6922, loss_cls: 2.5002, loss: 2.5002, grad_norm: 3.6246 2020-08-04 21:36:23,071 - mmaction - INFO - Epoch [166][480/3757] lr: 2.807e-02, eta: 3 days, 6:58:15, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6617, loss_cls: 2.5391, loss: 2.5391, grad_norm: 3.6137 2020-08-04 21:36:38,796 - mmaction - INFO - Epoch [166][500/3757] lr: 2.807e-02, eta: 3 days, 6:57:57, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6711, loss_cls: 2.4954, loss: 2.4954, grad_norm: 3.5276 2020-08-04 21:36:54,686 - mmaction - INFO - Epoch [166][520/3757] lr: 2.807e-02, eta: 3 days, 6:57:38, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7016, loss_cls: 2.4052, loss: 2.4052, grad_norm: 3.5424 2020-08-04 21:37:10,450 - mmaction - INFO - Epoch [166][540/3757] lr: 2.807e-02, eta: 3 days, 6:57:19, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6891, loss_cls: 2.4802, loss: 2.4802, grad_norm: 3.4985 2020-08-04 21:37:26,341 - mmaction - INFO - Epoch [166][560/3757] lr: 2.807e-02, eta: 3 days, 6:57:01, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7070, loss_cls: 2.4306, loss: 2.4306, grad_norm: 3.6828 2020-08-04 21:37:42,077 - mmaction - INFO - Epoch [166][580/3757] lr: 2.807e-02, eta: 3 days, 6:56:42, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6687, loss_cls: 2.5785, loss: 2.5785, grad_norm: 3.7289 2020-08-04 21:37:58,026 - mmaction - INFO - Epoch [166][600/3757] lr: 2.807e-02, eta: 3 days, 6:56:23, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7172, loss_cls: 2.3453, loss: 2.3453, grad_norm: 3.5211 2020-08-04 21:38:13,750 - mmaction - INFO - Epoch [166][620/3757] lr: 2.807e-02, eta: 3 days, 6:56:04, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4437, top5_acc: 0.7063, loss_cls: 2.3911, loss: 2.3911, grad_norm: 3.5283 2020-08-04 21:38:29,663 - mmaction - INFO - Epoch [166][640/3757] lr: 2.807e-02, eta: 3 days, 6:55:46, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6641, loss_cls: 2.5958, loss: 2.5958, grad_norm: 3.6299 2020-08-04 21:38:45,357 - mmaction - INFO - Epoch [166][660/3757] lr: 2.807e-02, eta: 3 days, 6:55:27, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6891, loss_cls: 2.5357, loss: 2.5357, grad_norm: 3.6038 2020-08-04 21:39:01,240 - mmaction - INFO - Epoch [166][680/3757] lr: 2.807e-02, eta: 3 days, 6:55:08, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6953, loss_cls: 2.4808, loss: 2.4808, grad_norm: 3.5764 2020-08-04 21:39:17,036 - mmaction - INFO - Epoch [166][700/3757] lr: 2.807e-02, eta: 3 days, 6:54:50, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6859, loss_cls: 2.4982, loss: 2.4982, grad_norm: 3.5150 2020-08-04 21:39:32,864 - mmaction - INFO - Epoch [166][720/3757] lr: 2.807e-02, eta: 3 days, 6:54:31, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6898, loss_cls: 2.4347, loss: 2.4347, grad_norm: 3.5495 2020-08-04 21:39:48,598 - mmaction - INFO - Epoch [166][740/3757] lr: 2.807e-02, eta: 3 days, 6:54:12, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6883, loss_cls: 2.4503, loss: 2.4503, grad_norm: 3.6147 2020-08-04 21:40:04,513 - mmaction - INFO - Epoch [166][760/3757] lr: 2.807e-02, eta: 3 days, 6:53:54, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6883, loss_cls: 2.5191, loss: 2.5191, grad_norm: 3.5816 2020-08-04 21:40:20,226 - mmaction - INFO - Epoch [166][780/3757] lr: 2.807e-02, eta: 3 days, 6:53:35, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6875, loss_cls: 2.5437, loss: 2.5437, grad_norm: 3.6441 2020-08-04 21:40:36,060 - mmaction - INFO - Epoch [166][800/3757] lr: 2.807e-02, eta: 3 days, 6:53:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6641, loss_cls: 2.5624, loss: 2.5624, grad_norm: 3.6377 2020-08-04 21:40:51,897 - mmaction - INFO - Epoch [166][820/3757] lr: 2.807e-02, eta: 3 days, 6:52:57, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6727, loss_cls: 2.4923, loss: 2.4923, grad_norm: 3.5913 2020-08-04 21:41:07,773 - mmaction - INFO - Epoch [166][840/3757] lr: 2.807e-02, eta: 3 days, 6:52:39, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6984, loss_cls: 2.4433, loss: 2.4433, grad_norm: 3.6053 2020-08-04 21:41:23,670 - mmaction - INFO - Epoch [166][860/3757] lr: 2.807e-02, eta: 3 days, 6:52:20, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6875, loss_cls: 2.4373, loss: 2.4373, grad_norm: 3.5326 2020-08-04 21:41:39,508 - mmaction - INFO - Epoch [166][880/3757] lr: 2.807e-02, eta: 3 days, 6:52:02, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.6969, loss_cls: 2.4009, loss: 2.4009, grad_norm: 3.5619 2020-08-04 21:41:55,348 - mmaction - INFO - Epoch [166][900/3757] lr: 2.807e-02, eta: 3 days, 6:51:43, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6805, loss_cls: 2.4973, loss: 2.4973, grad_norm: 3.5445 2020-08-04 21:42:11,041 - mmaction - INFO - Epoch [166][920/3757] lr: 2.807e-02, eta: 3 days, 6:51:24, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6867, loss_cls: 2.5149, loss: 2.5149, grad_norm: 3.5301 2020-08-04 21:42:26,875 - mmaction - INFO - Epoch [166][940/3757] lr: 2.807e-02, eta: 3 days, 6:51:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6922, loss_cls: 2.5051, loss: 2.5051, grad_norm: 3.4739 2020-08-04 21:42:42,696 - mmaction - INFO - Epoch [166][960/3757] lr: 2.807e-02, eta: 3 days, 6:50:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6891, loss_cls: 2.4131, loss: 2.4131, grad_norm: 3.6252 2020-08-04 21:42:58,479 - mmaction - INFO - Epoch [166][980/3757] lr: 2.807e-02, eta: 3 days, 6:50:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.7148, loss_cls: 2.3989, loss: 2.3989, grad_norm: 3.6947 2020-08-04 21:43:14,260 - mmaction - INFO - Epoch [166][1000/3757] lr: 2.807e-02, eta: 3 days, 6:50:09, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7078, loss_cls: 2.4174, loss: 2.4174, grad_norm: 3.5797 2020-08-04 21:43:30,073 - mmaction - INFO - Epoch [166][1020/3757] lr: 2.807e-02, eta: 3 days, 6:49:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6914, loss_cls: 2.4766, loss: 2.4766, grad_norm: 3.5479 2020-08-04 21:43:45,861 - mmaction - INFO - Epoch [166][1040/3757] lr: 2.807e-02, eta: 3 days, 6:49:32, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4094, top5_acc: 0.6703, loss_cls: 2.5570, loss: 2.5570, grad_norm: 3.5947 2020-08-04 21:44:01,678 - mmaction - INFO - Epoch [166][1060/3757] lr: 2.807e-02, eta: 3 days, 6:49:13, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6781, loss_cls: 2.4713, loss: 2.4713, grad_norm: 3.5913 2020-08-04 21:44:17,537 - mmaction - INFO - Epoch [166][1080/3757] lr: 2.807e-02, eta: 3 days, 6:48:55, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7000, loss_cls: 2.4185, loss: 2.4185, grad_norm: 3.6575 2020-08-04 21:44:33,368 - mmaction - INFO - Epoch [166][1100/3757] lr: 2.807e-02, eta: 3 days, 6:48:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6953, loss_cls: 2.4883, loss: 2.4883, grad_norm: 3.5791 2020-08-04 21:44:49,191 - mmaction - INFO - Epoch [166][1120/3757] lr: 2.807e-02, eta: 3 days, 6:48:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7164, loss_cls: 2.3378, loss: 2.3378, grad_norm: 3.5128 2020-08-04 21:45:05,132 - mmaction - INFO - Epoch [166][1140/3757] lr: 2.807e-02, eta: 3 days, 6:47:59, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6992, loss_cls: 2.3884, loss: 2.3884, grad_norm: 3.5472 2020-08-04 21:45:20,797 - mmaction - INFO - Epoch [166][1160/3757] lr: 2.807e-02, eta: 3 days, 6:47:40, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6766, loss_cls: 2.5235, loss: 2.5235, grad_norm: 3.5796 2020-08-04 21:45:36,600 - mmaction - INFO - Epoch [166][1180/3757] lr: 2.807e-02, eta: 3 days, 6:47:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7039, loss_cls: 2.4211, loss: 2.4211, grad_norm: 3.4464 2020-08-04 21:45:52,345 - mmaction - INFO - Epoch [166][1200/3757] lr: 2.807e-02, eta: 3 days, 6:47:02, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6945, loss_cls: 2.4144, loss: 2.4144, grad_norm: 3.5224 2020-08-04 21:46:08,143 - mmaction - INFO - Epoch [166][1220/3757] lr: 2.807e-02, eta: 3 days, 6:46:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7078, loss_cls: 2.3908, loss: 2.3908, grad_norm: 3.5953 2020-08-04 21:46:23,958 - mmaction - INFO - Epoch [166][1240/3757] lr: 2.807e-02, eta: 3 days, 6:46:25, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7016, loss_cls: 2.4013, loss: 2.4013, grad_norm: 3.4729 2020-08-04 21:46:39,731 - mmaction - INFO - Epoch [166][1260/3757] lr: 2.807e-02, eta: 3 days, 6:46:06, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6734, loss_cls: 2.5367, loss: 2.5367, grad_norm: 3.5207 2020-08-04 21:46:55,534 - mmaction - INFO - Epoch [166][1280/3757] lr: 2.807e-02, eta: 3 days, 6:45:47, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.7148, loss_cls: 2.4341, loss: 2.4341, grad_norm: 3.5808 2020-08-04 21:47:11,317 - mmaction - INFO - Epoch [166][1300/3757] lr: 2.807e-02, eta: 3 days, 6:45:29, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6672, loss_cls: 2.6016, loss: 2.6016, grad_norm: 3.6475 2020-08-04 21:47:27,091 - mmaction - INFO - Epoch [166][1320/3757] lr: 2.807e-02, eta: 3 days, 6:45:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6945, loss_cls: 2.4453, loss: 2.4453, grad_norm: 3.5350 2020-08-04 21:47:42,935 - mmaction - INFO - Epoch [166][1340/3757] lr: 2.807e-02, eta: 3 days, 6:44:51, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7023, loss_cls: 2.3784, loss: 2.3784, grad_norm: 3.4958 2020-08-04 21:47:58,702 - mmaction - INFO - Epoch [166][1360/3757] lr: 2.807e-02, eta: 3 days, 6:44:32, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6836, loss_cls: 2.5176, loss: 2.5176, grad_norm: 3.6143 2020-08-04 21:48:14,549 - mmaction - INFO - Epoch [166][1380/3757] lr: 2.807e-02, eta: 3 days, 6:44:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6773, loss_cls: 2.5186, loss: 2.5186, grad_norm: 3.6887 2020-08-04 21:48:30,417 - mmaction - INFO - Epoch [166][1400/3757] lr: 2.807e-02, eta: 3 days, 6:43:55, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6945, loss_cls: 2.4298, loss: 2.4298, grad_norm: 3.7112 2020-08-04 21:48:46,163 - mmaction - INFO - Epoch [166][1420/3757] lr: 2.807e-02, eta: 3 days, 6:43:36, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6828, loss_cls: 2.5297, loss: 2.5297, grad_norm: 3.5747 2020-08-04 21:49:01,918 - mmaction - INFO - Epoch [166][1440/3757] lr: 2.807e-02, eta: 3 days, 6:43:18, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.7055, loss_cls: 2.4393, loss: 2.4393, grad_norm: 3.6495 2020-08-04 21:49:17,671 - mmaction - INFO - Epoch [166][1460/3757] lr: 2.807e-02, eta: 3 days, 6:42:59, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6852, loss_cls: 2.5143, loss: 2.5143, grad_norm: 3.5920 2020-08-04 21:49:33,518 - mmaction - INFO - Epoch [166][1480/3757] lr: 2.807e-02, eta: 3 days, 6:42:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6820, loss_cls: 2.4211, loss: 2.4211, grad_norm: 3.5580 2020-08-04 21:49:49,338 - mmaction - INFO - Epoch [166][1500/3757] lr: 2.807e-02, eta: 3 days, 6:42:22, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6773, loss_cls: 2.5563, loss: 2.5563, grad_norm: 3.6774 2020-08-04 21:50:05,212 - mmaction - INFO - Epoch [166][1520/3757] lr: 2.807e-02, eta: 3 days, 6:42:03, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6875, loss_cls: 2.5223, loss: 2.5223, grad_norm: 3.5756 2020-08-04 21:50:20,973 - mmaction - INFO - Epoch [166][1540/3757] lr: 2.807e-02, eta: 3 days, 6:41:44, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7031, loss_cls: 2.3936, loss: 2.3936, grad_norm: 3.5674 2020-08-04 21:50:36,782 - mmaction - INFO - Epoch [166][1560/3757] lr: 2.807e-02, eta: 3 days, 6:41:26, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6875, loss_cls: 2.5095, loss: 2.5095, grad_norm: 3.7171 2020-08-04 21:50:52,569 - mmaction - INFO - Epoch [166][1580/3757] lr: 2.807e-02, eta: 3 days, 6:41:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6875, loss_cls: 2.4723, loss: 2.4723, grad_norm: 3.5497 2020-08-04 21:51:08,326 - mmaction - INFO - Epoch [166][1600/3757] lr: 2.807e-02, eta: 3 days, 6:40:48, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6945, loss_cls: 2.4377, loss: 2.4377, grad_norm: 3.6143 2020-08-04 21:51:24,174 - mmaction - INFO - Epoch [166][1620/3757] lr: 2.807e-02, eta: 3 days, 6:40:30, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6937, loss_cls: 2.4943, loss: 2.4943, grad_norm: 3.6333 2020-08-04 21:51:39,991 - mmaction - INFO - Epoch [166][1640/3757] lr: 2.807e-02, eta: 3 days, 6:40:11, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7234, loss_cls: 2.3682, loss: 2.3682, grad_norm: 3.6189 2020-08-04 21:51:55,808 - mmaction - INFO - Epoch [166][1660/3757] lr: 2.807e-02, eta: 3 days, 6:39:52, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6836, loss_cls: 2.4787, loss: 2.4787, grad_norm: 3.6278 2020-08-04 21:52:11,569 - mmaction - INFO - Epoch [166][1680/3757] lr: 2.807e-02, eta: 3 days, 6:39:33, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6945, loss_cls: 2.3967, loss: 2.3967, grad_norm: 3.5101 2020-08-04 21:52:27,450 - mmaction - INFO - Epoch [166][1700/3757] lr: 2.807e-02, eta: 3 days, 6:39:15, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7008, loss_cls: 2.3998, loss: 2.3998, grad_norm: 3.5762 2020-08-04 21:52:43,184 - mmaction - INFO - Epoch [166][1720/3757] lr: 2.807e-02, eta: 3 days, 6:38:56, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6797, loss_cls: 2.4953, loss: 2.4953, grad_norm: 3.6746 2020-08-04 21:52:58,982 - mmaction - INFO - Epoch [166][1740/3757] lr: 2.807e-02, eta: 3 days, 6:38:37, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6742, loss_cls: 2.5524, loss: 2.5524, grad_norm: 3.6151 2020-08-04 21:53:14,831 - mmaction - INFO - Epoch [166][1760/3757] lr: 2.807e-02, eta: 3 days, 6:38:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.7047, loss_cls: 2.4494, loss: 2.4494, grad_norm: 3.5871 2020-08-04 21:53:30,657 - mmaction - INFO - Epoch [166][1780/3757] lr: 2.807e-02, eta: 3 days, 6:38:00, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6883, loss_cls: 2.4709, loss: 2.4709, grad_norm: 3.6583 2020-08-04 21:53:46,365 - mmaction - INFO - Epoch [166][1800/3757] lr: 2.807e-02, eta: 3 days, 6:37:41, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6953, loss_cls: 2.4547, loss: 2.4547, grad_norm: 3.5720 2020-08-04 21:54:02,163 - mmaction - INFO - Epoch [166][1820/3757] lr: 2.807e-02, eta: 3 days, 6:37:23, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6852, loss_cls: 2.4467, loss: 2.4467, grad_norm: 3.4643 2020-08-04 21:54:17,943 - mmaction - INFO - Epoch [166][1840/3757] lr: 2.807e-02, eta: 3 days, 6:37:04, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6930, loss_cls: 2.4686, loss: 2.4686, grad_norm: 3.4707 2020-08-04 21:54:33,753 - mmaction - INFO - Epoch [166][1860/3757] lr: 2.807e-02, eta: 3 days, 6:36:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6813, loss_cls: 2.4984, loss: 2.4984, grad_norm: 3.5267 2020-08-04 21:54:49,494 - mmaction - INFO - Epoch [166][1880/3757] lr: 2.807e-02, eta: 3 days, 6:36:26, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6805, loss_cls: 2.4755, loss: 2.4755, grad_norm: 3.5940 2020-08-04 21:55:05,356 - mmaction - INFO - Epoch [166][1900/3757] lr: 2.807e-02, eta: 3 days, 6:36:08, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6797, loss_cls: 2.4763, loss: 2.4763, grad_norm: 3.5596 2020-08-04 21:55:21,066 - mmaction - INFO - Epoch [166][1920/3757] lr: 2.807e-02, eta: 3 days, 6:35:49, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7063, loss_cls: 2.4060, loss: 2.4060, grad_norm: 3.4600 2020-08-04 21:55:36,893 - mmaction - INFO - Epoch [166][1940/3757] lr: 2.807e-02, eta: 3 days, 6:35:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6750, loss_cls: 2.5200, loss: 2.5200, grad_norm: 3.6023 2020-08-04 21:55:52,674 - mmaction - INFO - Epoch [166][1960/3757] lr: 2.807e-02, eta: 3 days, 6:35:12, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.6977, loss_cls: 2.3885, loss: 2.3885, grad_norm: 3.5517 2020-08-04 21:56:08,469 - mmaction - INFO - Epoch [166][1980/3757] lr: 2.807e-02, eta: 3 days, 6:34:53, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7008, loss_cls: 2.4052, loss: 2.4052, grad_norm: 3.5496 2020-08-04 21:56:24,274 - mmaction - INFO - Epoch [166][2000/3757] lr: 2.807e-02, eta: 3 days, 6:34:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6828, loss_cls: 2.4830, loss: 2.4830, grad_norm: 3.6208 2020-08-04 21:56:40,003 - mmaction - INFO - Epoch [166][2020/3757] lr: 2.807e-02, eta: 3 days, 6:34:15, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7133, loss_cls: 2.3535, loss: 2.3535, grad_norm: 3.6170 2020-08-04 21:56:55,779 - mmaction - INFO - Epoch [166][2040/3757] lr: 2.807e-02, eta: 3 days, 6:33:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6875, loss_cls: 2.4869, loss: 2.4869, grad_norm: 3.5977 2020-08-04 21:57:11,569 - mmaction - INFO - Epoch [166][2060/3757] lr: 2.807e-02, eta: 3 days, 6:33:38, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6570, loss_cls: 2.6607, loss: 2.6607, grad_norm: 3.6258 2020-08-04 21:57:27,423 - mmaction - INFO - Epoch [166][2080/3757] lr: 2.807e-02, eta: 3 days, 6:33:19, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6797, loss_cls: 2.5133, loss: 2.5133, grad_norm: 3.4738 2020-08-04 21:57:43,214 - mmaction - INFO - Epoch [166][2100/3757] lr: 2.807e-02, eta: 3 days, 6:33:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6977, loss_cls: 2.3650, loss: 2.3650, grad_norm: 3.5000 2020-08-04 21:57:58,995 - mmaction - INFO - Epoch [166][2120/3757] lr: 2.807e-02, eta: 3 days, 6:32:42, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6906, loss_cls: 2.5136, loss: 2.5136, grad_norm: 3.6471 2020-08-04 21:58:14,784 - mmaction - INFO - Epoch [166][2140/3757] lr: 2.807e-02, eta: 3 days, 6:32:23, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6914, loss_cls: 2.5050, loss: 2.5050, grad_norm: 3.6003 2020-08-04 21:58:30,559 - mmaction - INFO - Epoch [166][2160/3757] lr: 2.807e-02, eta: 3 days, 6:32:04, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7063, loss_cls: 2.4075, loss: 2.4075, grad_norm: 3.6036 2020-08-04 21:58:46,396 - mmaction - INFO - Epoch [166][2180/3757] lr: 2.807e-02, eta: 3 days, 6:31:46, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7109, loss_cls: 2.3374, loss: 2.3374, grad_norm: 3.5013 2020-08-04 21:59:02,291 - mmaction - INFO - Epoch [166][2200/3757] lr: 2.807e-02, eta: 3 days, 6:31:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6562, loss_cls: 2.5983, loss: 2.5983, grad_norm: 3.6585 2020-08-04 21:59:18,027 - mmaction - INFO - Epoch [166][2220/3757] lr: 2.807e-02, eta: 3 days, 6:31:09, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6898, loss_cls: 2.4479, loss: 2.4479, grad_norm: 3.5971 2020-08-04 21:59:33,765 - mmaction - INFO - Epoch [166][2240/3757] lr: 2.807e-02, eta: 3 days, 6:30:50, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6969, loss_cls: 2.4188, loss: 2.4188, grad_norm: 3.5147 2020-08-04 21:59:49,552 - mmaction - INFO - Epoch [166][2260/3757] lr: 2.807e-02, eta: 3 days, 6:30:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.7055, loss_cls: 2.4470, loss: 2.4470, grad_norm: 3.7004 2020-08-04 22:00:10,253 - mmaction - INFO - Epoch [166][2280/3757] lr: 2.807e-02, eta: 3 days, 6:30:24, time: 1.024, data_time: 0.012, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6828, loss_cls: 2.4871, loss: 2.4871, grad_norm: 3.6079 2020-08-04 22:00:26,036 - mmaction - INFO - Epoch [166][2300/3757] lr: 2.807e-02, eta: 3 days, 6:30:05, time: 0.800, data_time: 0.013, memory: 6192, top1_acc: 0.4414, top5_acc: 0.7031, loss_cls: 2.4693, loss: 2.4693, grad_norm: 3.5933 2020-08-04 22:00:41,892 - mmaction - INFO - Epoch [166][2320/3757] lr: 2.807e-02, eta: 3 days, 6:29:47, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6734, loss_cls: 2.5519, loss: 2.5519, grad_norm: 3.5131 2020-08-04 22:00:57,735 - mmaction - INFO - Epoch [166][2340/3757] lr: 2.807e-02, eta: 3 days, 6:29:28, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6992, loss_cls: 2.4387, loss: 2.4387, grad_norm: 3.5237 2020-08-04 22:01:13,655 - mmaction - INFO - Epoch [166][2360/3757] lr: 2.807e-02, eta: 3 days, 6:29:10, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6977, loss_cls: 2.4437, loss: 2.4437, grad_norm: 3.5420 2020-08-04 22:01:29,417 - mmaction - INFO - Epoch [166][2380/3757] lr: 2.807e-02, eta: 3 days, 6:28:51, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4688, top5_acc: 0.6953, loss_cls: 2.3737, loss: 2.3737, grad_norm: 3.5080 2020-08-04 22:01:45,175 - mmaction - INFO - Epoch [166][2400/3757] lr: 2.807e-02, eta: 3 days, 6:28:32, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.5023, loss: 2.5023, grad_norm: 3.7217 2020-08-04 22:02:01,039 - mmaction - INFO - Epoch [166][2420/3757] lr: 2.807e-02, eta: 3 days, 6:28:14, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6797, loss_cls: 2.4939, loss: 2.4939, grad_norm: 3.6294 2020-08-04 22:02:16,961 - mmaction - INFO - Epoch [166][2440/3757] lr: 2.807e-02, eta: 3 days, 6:27:55, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6906, loss_cls: 2.4728, loss: 2.4728, grad_norm: 3.5961 2020-08-04 22:02:32,680 - mmaction - INFO - Epoch [166][2460/3757] lr: 2.807e-02, eta: 3 days, 6:27:37, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6758, loss_cls: 2.4967, loss: 2.4967, grad_norm: 3.6387 2020-08-04 22:02:48,622 - mmaction - INFO - Epoch [166][2480/3757] lr: 2.807e-02, eta: 3 days, 6:27:18, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6719, loss_cls: 2.5259, loss: 2.5259, grad_norm: 3.6446 2020-08-04 22:03:04,328 - mmaction - INFO - Epoch [166][2500/3757] lr: 2.807e-02, eta: 3 days, 6:26:59, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6867, loss_cls: 2.5203, loss: 2.5203, grad_norm: 3.6402 2020-08-04 22:03:20,282 - mmaction - INFO - Epoch [166][2520/3757] lr: 2.807e-02, eta: 3 days, 6:26:41, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6883, loss_cls: 2.4389, loss: 2.4389, grad_norm: 3.4997 2020-08-04 22:03:35,931 - mmaction - INFO - Epoch [166][2540/3757] lr: 2.807e-02, eta: 3 days, 6:26:22, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6883, loss_cls: 2.4567, loss: 2.4567, grad_norm: 3.6206 2020-08-04 22:03:51,745 - mmaction - INFO - Epoch [166][2560/3757] lr: 2.807e-02, eta: 3 days, 6:26:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6852, loss_cls: 2.4600, loss: 2.4600, grad_norm: 3.5403 2020-08-04 22:04:07,549 - mmaction - INFO - Epoch [166][2580/3757] lr: 2.807e-02, eta: 3 days, 6:25:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6797, loss_cls: 2.4772, loss: 2.4772, grad_norm: 3.5612 2020-08-04 22:04:23,342 - mmaction - INFO - Epoch [166][2600/3757] lr: 2.807e-02, eta: 3 days, 6:25:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6859, loss_cls: 2.5437, loss: 2.5437, grad_norm: 3.5373 2020-08-04 22:04:39,171 - mmaction - INFO - Epoch [166][2620/3757] lr: 2.807e-02, eta: 3 days, 6:25:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6945, loss_cls: 2.3711, loss: 2.3711, grad_norm: 3.5307 2020-08-04 22:04:54,911 - mmaction - INFO - Epoch [166][2640/3757] lr: 2.807e-02, eta: 3 days, 6:24:49, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6734, loss_cls: 2.5619, loss: 2.5619, grad_norm: 3.6079 2020-08-04 22:05:10,736 - mmaction - INFO - Epoch [166][2660/3757] lr: 2.807e-02, eta: 3 days, 6:24:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6867, loss_cls: 2.5236, loss: 2.5236, grad_norm: 3.5884 2020-08-04 22:05:26,480 - mmaction - INFO - Epoch [166][2680/3757] lr: 2.807e-02, eta: 3 days, 6:24:11, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6750, loss_cls: 2.5099, loss: 2.5099, grad_norm: 3.6252 2020-08-04 22:05:42,290 - mmaction - INFO - Epoch [166][2700/3757] lr: 2.807e-02, eta: 3 days, 6:23:53, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6617, loss_cls: 2.5828, loss: 2.5828, grad_norm: 3.6063 2020-08-04 22:05:58,043 - mmaction - INFO - Epoch [166][2720/3757] lr: 2.807e-02, eta: 3 days, 6:23:34, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7070, loss_cls: 2.4184, loss: 2.4184, grad_norm: 3.5254 2020-08-04 22:06:13,945 - mmaction - INFO - Epoch [166][2740/3757] lr: 2.807e-02, eta: 3 days, 6:23:16, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6922, loss_cls: 2.5560, loss: 2.5560, grad_norm: 3.5753 2020-08-04 22:06:29,608 - mmaction - INFO - Epoch [166][2760/3757] lr: 2.807e-02, eta: 3 days, 6:22:57, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6836, loss_cls: 2.4554, loss: 2.4554, grad_norm: 3.5513 2020-08-04 22:06:45,362 - mmaction - INFO - Epoch [166][2780/3757] lr: 2.807e-02, eta: 3 days, 6:22:38, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7203, loss_cls: 2.3873, loss: 2.3873, grad_norm: 3.4956 2020-08-04 22:07:01,130 - mmaction - INFO - Epoch [166][2800/3757] lr: 2.807e-02, eta: 3 days, 6:22:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6867, loss_cls: 2.4516, loss: 2.4516, grad_norm: 3.7248 2020-08-04 22:07:16,887 - mmaction - INFO - Epoch [166][2820/3757] lr: 2.807e-02, eta: 3 days, 6:22:00, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6898, loss_cls: 2.4586, loss: 2.4586, grad_norm: 3.5703 2020-08-04 22:07:32,723 - mmaction - INFO - Epoch [166][2840/3757] lr: 2.807e-02, eta: 3 days, 6:21:42, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6680, loss_cls: 2.5700, loss: 2.5700, grad_norm: 3.5394 2020-08-04 22:07:48,553 - mmaction - INFO - Epoch [166][2860/3757] lr: 2.807e-02, eta: 3 days, 6:21:23, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6914, loss_cls: 2.4301, loss: 2.4301, grad_norm: 3.5456 2020-08-04 22:08:04,320 - mmaction - INFO - Epoch [166][2880/3757] lr: 2.807e-02, eta: 3 days, 6:21:04, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7070, loss_cls: 2.3375, loss: 2.3375, grad_norm: 3.4185 2020-08-04 22:08:20,191 - mmaction - INFO - Epoch [166][2900/3757] lr: 2.807e-02, eta: 3 days, 6:20:46, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6891, loss_cls: 2.4550, loss: 2.4550, grad_norm: 3.5623 2020-08-04 22:08:35,884 - mmaction - INFO - Epoch [166][2920/3757] lr: 2.807e-02, eta: 3 days, 6:20:27, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6977, loss_cls: 2.4343, loss: 2.4343, grad_norm: 3.5519 2020-08-04 22:08:51,700 - mmaction - INFO - Epoch [166][2940/3757] lr: 2.807e-02, eta: 3 days, 6:20:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6727, loss_cls: 2.5248, loss: 2.5248, grad_norm: 3.6077 2020-08-04 22:09:07,577 - mmaction - INFO - Epoch [166][2960/3757] lr: 2.807e-02, eta: 3 days, 6:19:50, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6773, loss_cls: 2.5423, loss: 2.5423, grad_norm: 3.6734 2020-08-04 22:09:23,347 - mmaction - INFO - Epoch [166][2980/3757] lr: 2.807e-02, eta: 3 days, 6:19:31, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6734, loss_cls: 2.4599, loss: 2.4599, grad_norm: 3.5169 2020-08-04 22:09:39,179 - mmaction - INFO - Epoch [166][3000/3757] lr: 2.807e-02, eta: 3 days, 6:19:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7125, loss_cls: 2.3841, loss: 2.3841, grad_norm: 3.6643 2020-08-04 22:09:55,048 - mmaction - INFO - Epoch [166][3020/3757] lr: 2.807e-02, eta: 3 days, 6:18:54, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6859, loss_cls: 2.5249, loss: 2.5249, grad_norm: 3.6635 2020-08-04 22:10:10,770 - mmaction - INFO - Epoch [166][3040/3757] lr: 2.807e-02, eta: 3 days, 6:18:35, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6867, loss_cls: 2.4835, loss: 2.4835, grad_norm: 3.6599 2020-08-04 22:10:26,528 - mmaction - INFO - Epoch [166][3060/3757] lr: 2.807e-02, eta: 3 days, 6:18:17, time: 0.788, data_time: 0.000, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6742, loss_cls: 2.5240, loss: 2.5240, grad_norm: 3.5578 2020-08-04 22:10:42,331 - mmaction - INFO - Epoch [166][3080/3757] lr: 2.807e-02, eta: 3 days, 6:17:58, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6844, loss_cls: 2.4680, loss: 2.4680, grad_norm: 3.5077 2020-08-04 22:10:58,105 - mmaction - INFO - Epoch [166][3100/3757] lr: 2.807e-02, eta: 3 days, 6:17:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6969, loss_cls: 2.4260, loss: 2.4260, grad_norm: 3.5765 2020-08-04 22:11:13,904 - mmaction - INFO - Epoch [166][3120/3757] lr: 2.807e-02, eta: 3 days, 6:17:21, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6797, loss_cls: 2.5096, loss: 2.5096, grad_norm: 3.6431 2020-08-04 22:11:29,581 - mmaction - INFO - Epoch [166][3140/3757] lr: 2.807e-02, eta: 3 days, 6:17:02, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6867, loss_cls: 2.4881, loss: 2.4881, grad_norm: 3.5573 2020-08-04 22:11:45,411 - mmaction - INFO - Epoch [166][3160/3757] lr: 2.807e-02, eta: 3 days, 6:16:43, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6766, loss_cls: 2.5468, loss: 2.5468, grad_norm: 3.4749 2020-08-04 22:12:01,088 - mmaction - INFO - Epoch [166][3180/3757] lr: 2.807e-02, eta: 3 days, 6:16:24, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6969, loss_cls: 2.4548, loss: 2.4548, grad_norm: 3.6371 2020-08-04 22:12:17,015 - mmaction - INFO - Epoch [166][3200/3757] lr: 2.807e-02, eta: 3 days, 6:16:06, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6828, loss_cls: 2.4671, loss: 2.4671, grad_norm: 3.6356 2020-08-04 22:12:32,755 - mmaction - INFO - Epoch [166][3220/3757] lr: 2.807e-02, eta: 3 days, 6:15:47, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.3930, top5_acc: 0.6578, loss_cls: 2.6491, loss: 2.6491, grad_norm: 3.6310 2020-08-04 22:12:48,625 - mmaction - INFO - Epoch [166][3240/3757] lr: 2.807e-02, eta: 3 days, 6:15:29, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6758, loss_cls: 2.5331, loss: 2.5331, grad_norm: 3.4936 2020-08-04 22:13:04,350 - mmaction - INFO - Epoch [166][3260/3757] lr: 2.807e-02, eta: 3 days, 6:15:10, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.4114, loss: 2.4114, grad_norm: 3.5095 2020-08-04 22:13:20,237 - mmaction - INFO - Epoch [166][3280/3757] lr: 2.807e-02, eta: 3 days, 6:14:51, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4461, top5_acc: 0.7070, loss_cls: 2.4031, loss: 2.4031, grad_norm: 3.6932 2020-08-04 22:13:35,934 - mmaction - INFO - Epoch [166][3300/3757] lr: 2.807e-02, eta: 3 days, 6:14:33, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6742, loss_cls: 2.4630, loss: 2.4630, grad_norm: 3.6074 2020-08-04 22:13:51,686 - mmaction - INFO - Epoch [166][3320/3757] lr: 2.807e-02, eta: 3 days, 6:14:14, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6836, loss_cls: 2.4435, loss: 2.4435, grad_norm: 3.5555 2020-08-04 22:14:07,521 - mmaction - INFO - Epoch [166][3340/3757] lr: 2.807e-02, eta: 3 days, 6:13:55, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6789, loss_cls: 2.4883, loss: 2.4883, grad_norm: 3.5632 2020-08-04 22:14:23,315 - mmaction - INFO - Epoch [166][3360/3757] lr: 2.807e-02, eta: 3 days, 6:13:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7195, loss_cls: 2.3001, loss: 2.3001, grad_norm: 3.5340 2020-08-04 22:14:39,175 - mmaction - INFO - Epoch [166][3380/3757] lr: 2.807e-02, eta: 3 days, 6:13:18, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6867, loss_cls: 2.5099, loss: 2.5099, grad_norm: 3.5530 2020-08-04 22:14:54,980 - mmaction - INFO - Epoch [166][3400/3757] lr: 2.807e-02, eta: 3 days, 6:12:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6883, loss_cls: 2.3975, loss: 2.3975, grad_norm: 3.5481 2020-08-04 22:15:10,791 - mmaction - INFO - Epoch [166][3420/3757] lr: 2.807e-02, eta: 3 days, 6:12:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6875, loss_cls: 2.4342, loss: 2.4342, grad_norm: 3.5828 2020-08-04 22:15:26,570 - mmaction - INFO - Epoch [166][3440/3757] lr: 2.807e-02, eta: 3 days, 6:12:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6781, loss_cls: 2.5745, loss: 2.5745, grad_norm: 3.5285 2020-08-04 22:15:42,331 - mmaction - INFO - Epoch [166][3460/3757] lr: 2.807e-02, eta: 3 days, 6:12:03, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6914, loss_cls: 2.4599, loss: 2.4599, grad_norm: 3.5317 2020-08-04 22:15:58,228 - mmaction - INFO - Epoch [166][3480/3757] lr: 2.807e-02, eta: 3 days, 6:11:45, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6797, loss_cls: 2.5231, loss: 2.5231, grad_norm: 3.5848 2020-08-04 22:16:13,982 - mmaction - INFO - Epoch [166][3500/3757] lr: 2.807e-02, eta: 3 days, 6:11:26, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6891, loss_cls: 2.4694, loss: 2.4694, grad_norm: 3.6210 2020-08-04 22:16:29,781 - mmaction - INFO - Epoch [166][3520/3757] lr: 2.807e-02, eta: 3 days, 6:11:08, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6711, loss_cls: 2.5019, loss: 2.5019, grad_norm: 3.5211 2020-08-04 22:16:45,575 - mmaction - INFO - Epoch [166][3540/3757] lr: 2.807e-02, eta: 3 days, 6:10:49, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.6891, loss_cls: 2.4311, loss: 2.4311, grad_norm: 3.5111 2020-08-04 22:17:01,313 - mmaction - INFO - Epoch [166][3560/3757] lr: 2.807e-02, eta: 3 days, 6:10:30, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6977, loss_cls: 2.4508, loss: 2.4508, grad_norm: 3.6339 2020-08-04 22:17:17,130 - mmaction - INFO - Epoch [166][3580/3757] lr: 2.807e-02, eta: 3 days, 6:10:12, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6633, loss_cls: 2.5585, loss: 2.5585, grad_norm: 3.5989 2020-08-04 22:17:32,981 - mmaction - INFO - Epoch [166][3600/3757] lr: 2.807e-02, eta: 3 days, 6:09:53, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6758, loss_cls: 2.5763, loss: 2.5763, grad_norm: 3.6429 2020-08-04 22:17:50,735 - mmaction - INFO - Epoch [166][3620/3757] lr: 2.807e-02, eta: 3 days, 6:09:39, time: 0.888, data_time: 0.001, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7078, loss_cls: 2.4092, loss: 2.4092, grad_norm: 3.5877 2020-08-04 22:18:19,677 - mmaction - INFO - Epoch [166][3640/3757] lr: 2.807e-02, eta: 3 days, 6:09:52, time: 1.447, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6734, loss_cls: 2.5595, loss: 2.5595, grad_norm: 3.5436 2020-08-04 22:18:36,528 - mmaction - INFO - Epoch [166][3660/3757] lr: 2.807e-02, eta: 3 days, 6:09:36, time: 0.842, data_time: 0.001, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6852, loss_cls: 2.4799, loss: 2.4799, grad_norm: 3.4110 2020-08-04 22:18:52,616 - mmaction - INFO - Epoch [166][3680/3757] lr: 2.807e-02, eta: 3 days, 6:09:18, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7047, loss_cls: 2.4342, loss: 2.4342, grad_norm: 3.6262 2020-08-04 22:19:16,606 - mmaction - INFO - Epoch [166][3700/3757] lr: 2.807e-02, eta: 3 days, 6:09:18, time: 1.198, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6609, loss_cls: 2.4830, loss: 2.4830, grad_norm: 3.6563 2020-08-04 22:19:35,593 - mmaction - INFO - Epoch [166][3720/3757] lr: 2.807e-02, eta: 3 days, 6:09:07, time: 0.951, data_time: 0.004, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7078, loss_cls: 2.3590, loss: 2.3590, grad_norm: 3.6380 2020-08-04 22:19:52,049 - mmaction - INFO - Epoch [166][3740/3757] lr: 2.807e-02, eta: 3 days, 6:08:50, time: 0.822, data_time: 0.004, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6937, loss_cls: 2.4483, loss: 2.4483, grad_norm: 3.5318 2020-08-04 22:24:31,935 - mmaction - INFO - Epoch [167][20/3757] lr: 2.752e-02, eta: 3 days, 6:17:01, time: 12.558, data_time: 11.739, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6844, loss_cls: 2.5263, loss: 2.5263, grad_norm: 3.5754 2020-08-04 22:24:47,826 - mmaction - INFO - Epoch [167][40/3757] lr: 2.752e-02, eta: 3 days, 6:16:43, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6797, loss_cls: 2.4810, loss: 2.4810, grad_norm: 3.4290 2020-08-04 22:25:03,974 - mmaction - INFO - Epoch [167][60/3757] lr: 2.752e-02, eta: 3 days, 6:16:25, time: 0.808, data_time: 0.011, memory: 6192, top1_acc: 0.4398, top5_acc: 0.7141, loss_cls: 2.4429, loss: 2.4429, grad_norm: 3.6125 2020-08-04 22:25:19,765 - mmaction - INFO - Epoch [167][80/3757] lr: 2.752e-02, eta: 3 days, 6:16:06, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4719, top5_acc: 0.6953, loss_cls: 2.3828, loss: 2.3828, grad_norm: 3.4567 2020-08-04 22:25:36,136 - mmaction - INFO - Epoch [167][100/3757] lr: 2.752e-02, eta: 3 days, 6:15:49, time: 0.819, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6852, loss_cls: 2.4229, loss: 2.4229, grad_norm: 3.5558 2020-08-04 22:26:01,344 - mmaction - INFO - Epoch [167][120/3757] lr: 2.752e-02, eta: 3 days, 6:15:52, time: 1.260, data_time: 0.001, memory: 6192, top1_acc: 0.4328, top5_acc: 0.7047, loss_cls: 2.4514, loss: 2.4514, grad_norm: 3.5250 2020-08-04 22:26:17,093 - mmaction - INFO - Epoch [167][140/3757] lr: 2.752e-02, eta: 3 days, 6:15:34, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6883, loss_cls: 2.4616, loss: 2.4616, grad_norm: 3.5390 2020-08-04 22:26:32,968 - mmaction - INFO - Epoch [167][160/3757] lr: 2.752e-02, eta: 3 days, 6:15:15, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6906, loss_cls: 2.4334, loss: 2.4334, grad_norm: 3.5319 2020-08-04 22:26:48,687 - mmaction - INFO - Epoch [167][180/3757] lr: 2.752e-02, eta: 3 days, 6:14:56, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6906, loss_cls: 2.5003, loss: 2.5003, grad_norm: 3.5955 2020-08-04 22:27:04,724 - mmaction - INFO - Epoch [167][200/3757] lr: 2.752e-02, eta: 3 days, 6:14:38, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7023, loss_cls: 2.4153, loss: 2.4153, grad_norm: 3.5685 2020-08-04 22:27:20,473 - mmaction - INFO - Epoch [167][220/3757] lr: 2.752e-02, eta: 3 days, 6:14:19, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7164, loss_cls: 2.3572, loss: 2.3572, grad_norm: 3.5829 2020-08-04 22:27:36,177 - mmaction - INFO - Epoch [167][240/3757] lr: 2.752e-02, eta: 3 days, 6:14:00, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6875, loss_cls: 2.4603, loss: 2.4603, grad_norm: 3.6696 2020-08-04 22:27:52,067 - mmaction - INFO - Epoch [167][260/3757] lr: 2.752e-02, eta: 3 days, 6:13:42, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6828, loss_cls: 2.5330, loss: 2.5330, grad_norm: 3.6270 2020-08-04 22:28:07,926 - mmaction - INFO - Epoch [167][280/3757] lr: 2.752e-02, eta: 3 days, 6:13:23, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6883, loss_cls: 2.4652, loss: 2.4652, grad_norm: 3.5157 2020-08-04 22:28:23,738 - mmaction - INFO - Epoch [167][300/3757] lr: 2.752e-02, eta: 3 days, 6:13:04, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7047, loss_cls: 2.3122, loss: 2.3122, grad_norm: 3.5956 2020-08-04 22:28:39,610 - mmaction - INFO - Epoch [167][320/3757] lr: 2.752e-02, eta: 3 days, 6:12:46, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6977, loss_cls: 2.4272, loss: 2.4272, grad_norm: 3.5727 2020-08-04 22:28:55,455 - mmaction - INFO - Epoch [167][340/3757] lr: 2.752e-02, eta: 3 days, 6:12:27, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6930, loss_cls: 2.4396, loss: 2.4396, grad_norm: 3.5661 2020-08-04 22:29:11,249 - mmaction - INFO - Epoch [167][360/3757] lr: 2.752e-02, eta: 3 days, 6:12:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6781, loss_cls: 2.4523, loss: 2.4523, grad_norm: 3.6184 2020-08-04 22:29:27,041 - mmaction - INFO - Epoch [167][380/3757] lr: 2.752e-02, eta: 3 days, 6:11:50, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6914, loss_cls: 2.4382, loss: 2.4382, grad_norm: 3.5462 2020-08-04 22:29:42,871 - mmaction - INFO - Epoch [167][400/3757] lr: 2.752e-02, eta: 3 days, 6:11:31, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7070, loss_cls: 2.3969, loss: 2.3969, grad_norm: 3.6404 2020-08-04 22:29:58,679 - mmaction - INFO - Epoch [167][420/3757] lr: 2.752e-02, eta: 3 days, 6:11:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6805, loss_cls: 2.5230, loss: 2.5230, grad_norm: 3.6033 2020-08-04 22:30:14,468 - mmaction - INFO - Epoch [167][440/3757] lr: 2.752e-02, eta: 3 days, 6:10:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6953, loss_cls: 2.3507, loss: 2.3507, grad_norm: 3.4914 2020-08-04 22:30:30,257 - mmaction - INFO - Epoch [167][460/3757] lr: 2.752e-02, eta: 3 days, 6:10:35, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.7016, loss_cls: 2.3617, loss: 2.3617, grad_norm: 3.5336 2020-08-04 22:30:46,043 - mmaction - INFO - Epoch [167][480/3757] lr: 2.752e-02, eta: 3 days, 6:10:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6930, loss_cls: 2.4960, loss: 2.4960, grad_norm: 3.7577 2020-08-04 22:31:01,816 - mmaction - INFO - Epoch [167][500/3757] lr: 2.752e-02, eta: 3 days, 6:09:57, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6750, loss_cls: 2.5206, loss: 2.5206, grad_norm: 3.6530 2020-08-04 22:31:17,630 - mmaction - INFO - Epoch [167][520/3757] lr: 2.752e-02, eta: 3 days, 6:09:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6906, loss_cls: 2.4865, loss: 2.4865, grad_norm: 3.6583 2020-08-04 22:31:33,542 - mmaction - INFO - Epoch [167][540/3757] lr: 2.752e-02, eta: 3 days, 6:09:20, time: 0.796, data_time: 0.008, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6977, loss_cls: 2.4638, loss: 2.4638, grad_norm: 3.5830 2020-08-04 22:31:49,387 - mmaction - INFO - Epoch [167][560/3757] lr: 2.752e-02, eta: 3 days, 6:09:01, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7047, loss_cls: 2.3588, loss: 2.3588, grad_norm: 3.5315 2020-08-04 22:32:05,216 - mmaction - INFO - Epoch [167][580/3757] lr: 2.752e-02, eta: 3 days, 6:08:43, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6891, loss_cls: 2.4615, loss: 2.4615, grad_norm: 3.6305 2020-08-04 22:32:20,935 - mmaction - INFO - Epoch [167][600/3757] lr: 2.752e-02, eta: 3 days, 6:08:24, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7117, loss_cls: 2.3349, loss: 2.3349, grad_norm: 3.5700 2020-08-04 22:32:36,756 - mmaction - INFO - Epoch [167][620/3757] lr: 2.752e-02, eta: 3 days, 6:08:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6789, loss_cls: 2.5022, loss: 2.5022, grad_norm: 3.5593 2020-08-04 22:32:52,660 - mmaction - INFO - Epoch [167][640/3757] lr: 2.752e-02, eta: 3 days, 6:07:47, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6945, loss_cls: 2.4185, loss: 2.4185, grad_norm: 3.5874 2020-08-04 22:33:08,393 - mmaction - INFO - Epoch [167][660/3757] lr: 2.752e-02, eta: 3 days, 6:07:28, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6914, loss_cls: 2.5159, loss: 2.5159, grad_norm: 3.6511 2020-08-04 22:33:24,337 - mmaction - INFO - Epoch [167][680/3757] lr: 2.752e-02, eta: 3 days, 6:07:10, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6859, loss_cls: 2.4661, loss: 2.4661, grad_norm: 3.6439 2020-08-04 22:33:40,027 - mmaction - INFO - Epoch [167][700/3757] lr: 2.752e-02, eta: 3 days, 6:06:51, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6930, loss_cls: 2.4334, loss: 2.4334, grad_norm: 3.6261 2020-08-04 22:33:55,882 - mmaction - INFO - Epoch [167][720/3757] lr: 2.752e-02, eta: 3 days, 6:06:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6930, loss_cls: 2.3807, loss: 2.3807, grad_norm: 3.6659 2020-08-04 22:34:11,624 - mmaction - INFO - Epoch [167][740/3757] lr: 2.752e-02, eta: 3 days, 6:06:13, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6555, loss_cls: 2.5458, loss: 2.5458, grad_norm: 3.5955 2020-08-04 22:34:27,409 - mmaction - INFO - Epoch [167][760/3757] lr: 2.752e-02, eta: 3 days, 6:05:54, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7094, loss_cls: 2.3731, loss: 2.3731, grad_norm: 3.5045 2020-08-04 22:34:43,176 - mmaction - INFO - Epoch [167][780/3757] lr: 2.752e-02, eta: 3 days, 6:05:36, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6727, loss_cls: 2.5820, loss: 2.5820, grad_norm: 3.6512 2020-08-04 22:34:59,007 - mmaction - INFO - Epoch [167][800/3757] lr: 2.752e-02, eta: 3 days, 6:05:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6883, loss_cls: 2.4702, loss: 2.4702, grad_norm: 3.6133 2020-08-04 22:35:14,813 - mmaction - INFO - Epoch [167][820/3757] lr: 2.752e-02, eta: 3 days, 6:04:58, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6906, loss_cls: 2.4414, loss: 2.4414, grad_norm: 3.5972 2020-08-04 22:35:30,703 - mmaction - INFO - Epoch [167][840/3757] lr: 2.752e-02, eta: 3 days, 6:04:40, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7070, loss_cls: 2.4504, loss: 2.4504, grad_norm: 3.7143 2020-08-04 22:35:46,465 - mmaction - INFO - Epoch [167][860/3757] lr: 2.752e-02, eta: 3 days, 6:04:21, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6930, loss_cls: 2.4591, loss: 2.4591, grad_norm: 3.5979 2020-08-04 22:36:02,222 - mmaction - INFO - Epoch [167][880/3757] lr: 2.752e-02, eta: 3 days, 6:04:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6906, loss_cls: 2.3956, loss: 2.3956, grad_norm: 3.5366 2020-08-04 22:36:17,991 - mmaction - INFO - Epoch [167][900/3757] lr: 2.752e-02, eta: 3 days, 6:03:43, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6625, loss_cls: 2.5319, loss: 2.5319, grad_norm: 3.6770 2020-08-04 22:36:33,821 - mmaction - INFO - Epoch [167][920/3757] lr: 2.752e-02, eta: 3 days, 6:03:25, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6828, loss_cls: 2.5444, loss: 2.5444, grad_norm: 3.5472 2020-08-04 22:36:49,674 - mmaction - INFO - Epoch [167][940/3757] lr: 2.752e-02, eta: 3 days, 6:03:06, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6883, loss_cls: 2.4207, loss: 2.4207, grad_norm: 3.4856 2020-08-04 22:37:05,819 - mmaction - INFO - Epoch [167][960/3757] lr: 2.752e-02, eta: 3 days, 6:02:48, time: 0.807, data_time: 0.018, memory: 6192, top1_acc: 0.4062, top5_acc: 0.6656, loss_cls: 2.5984, loss: 2.5984, grad_norm: 3.7200 2020-08-04 22:37:21,693 - mmaction - INFO - Epoch [167][980/3757] lr: 2.752e-02, eta: 3 days, 6:02:30, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6836, loss_cls: 2.4787, loss: 2.4787, grad_norm: 3.5752 2020-08-04 22:37:37,492 - mmaction - INFO - Epoch [167][1000/3757] lr: 2.752e-02, eta: 3 days, 6:02:11, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6984, loss_cls: 2.4107, loss: 2.4107, grad_norm: 3.5753 2020-08-04 22:37:53,329 - mmaction - INFO - Epoch [167][1020/3757] lr: 2.752e-02, eta: 3 days, 6:01:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6969, loss_cls: 2.4023, loss: 2.4023, grad_norm: 3.6338 2020-08-04 22:38:09,202 - mmaction - INFO - Epoch [167][1040/3757] lr: 2.752e-02, eta: 3 days, 6:01:34, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7156, loss_cls: 2.3485, loss: 2.3485, grad_norm: 3.5768 2020-08-04 22:38:25,001 - mmaction - INFO - Epoch [167][1060/3757] lr: 2.752e-02, eta: 3 days, 6:01:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7000, loss_cls: 2.3793, loss: 2.3793, grad_norm: 3.5267 2020-08-04 22:38:40,770 - mmaction - INFO - Epoch [167][1080/3757] lr: 2.752e-02, eta: 3 days, 6:00:57, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6945, loss_cls: 2.4554, loss: 2.4554, grad_norm: 3.6022 2020-08-04 22:38:56,587 - mmaction - INFO - Epoch [167][1100/3757] lr: 2.752e-02, eta: 3 days, 6:00:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6844, loss_cls: 2.4718, loss: 2.4718, grad_norm: 3.5968 2020-08-04 22:39:12,365 - mmaction - INFO - Epoch [167][1120/3757] lr: 2.752e-02, eta: 3 days, 6:00:19, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6789, loss_cls: 2.5106, loss: 2.5106, grad_norm: 3.6825 2020-08-04 22:39:28,116 - mmaction - INFO - Epoch [167][1140/3757] lr: 2.752e-02, eta: 3 days, 6:00:00, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6961, loss_cls: 2.4164, loss: 2.4164, grad_norm: 3.5410 2020-08-04 22:39:43,851 - mmaction - INFO - Epoch [167][1160/3757] lr: 2.752e-02, eta: 3 days, 5:59:41, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6789, loss_cls: 2.4853, loss: 2.4853, grad_norm: 3.5978 2020-08-04 22:39:59,620 - mmaction - INFO - Epoch [167][1180/3757] lr: 2.752e-02, eta: 3 days, 5:59:23, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6867, loss_cls: 2.4908, loss: 2.4908, grad_norm: 3.6072 2020-08-04 22:40:15,469 - mmaction - INFO - Epoch [167][1200/3757] lr: 2.752e-02, eta: 3 days, 5:59:04, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6977, loss_cls: 2.3994, loss: 2.3994, grad_norm: 3.5020 2020-08-04 22:40:31,302 - mmaction - INFO - Epoch [167][1220/3757] lr: 2.752e-02, eta: 3 days, 5:58:46, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.7055, loss_cls: 2.3953, loss: 2.3953, grad_norm: 3.5475 2020-08-04 22:40:47,143 - mmaction - INFO - Epoch [167][1240/3757] lr: 2.752e-02, eta: 3 days, 5:58:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6656, loss_cls: 2.4977, loss: 2.4977, grad_norm: 3.6595 2020-08-04 22:41:02,860 - mmaction - INFO - Epoch [167][1260/3757] lr: 2.752e-02, eta: 3 days, 5:58:08, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.4304, loss: 2.4304, grad_norm: 3.5537 2020-08-04 22:41:18,610 - mmaction - INFO - Epoch [167][1280/3757] lr: 2.752e-02, eta: 3 days, 5:57:49, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6859, loss_cls: 2.4688, loss: 2.4688, grad_norm: 3.6114 2020-08-04 22:41:34,472 - mmaction - INFO - Epoch [167][1300/3757] lr: 2.752e-02, eta: 3 days, 5:57:31, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6680, loss_cls: 2.4978, loss: 2.4978, grad_norm: 3.5841 2020-08-04 22:41:50,348 - mmaction - INFO - Epoch [167][1320/3757] lr: 2.752e-02, eta: 3 days, 5:57:12, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7063, loss_cls: 2.4027, loss: 2.4027, grad_norm: 3.4803 2020-08-04 22:42:06,020 - mmaction - INFO - Epoch [167][1340/3757] lr: 2.752e-02, eta: 3 days, 5:56:53, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6828, loss_cls: 2.4778, loss: 2.4778, grad_norm: 3.5720 2020-08-04 22:42:21,874 - mmaction - INFO - Epoch [167][1360/3757] lr: 2.752e-02, eta: 3 days, 5:56:35, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6914, loss_cls: 2.5741, loss: 2.5741, grad_norm: 3.6450 2020-08-04 22:42:37,554 - mmaction - INFO - Epoch [167][1380/3757] lr: 2.752e-02, eta: 3 days, 5:56:16, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7031, loss_cls: 2.3542, loss: 2.3542, grad_norm: 3.4552 2020-08-04 22:42:53,464 - mmaction - INFO - Epoch [167][1400/3757] lr: 2.752e-02, eta: 3 days, 5:55:57, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7086, loss_cls: 2.3195, loss: 2.3195, grad_norm: 3.5812 2020-08-04 22:43:09,236 - mmaction - INFO - Epoch [167][1420/3757] lr: 2.752e-02, eta: 3 days, 5:55:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6984, loss_cls: 2.4333, loss: 2.4333, grad_norm: 3.7737 2020-08-04 22:43:25,028 - mmaction - INFO - Epoch [167][1440/3757] lr: 2.752e-02, eta: 3 days, 5:55:20, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4070, top5_acc: 0.6781, loss_cls: 2.5853, loss: 2.5853, grad_norm: 3.7038 2020-08-04 22:43:40,800 - mmaction - INFO - Epoch [167][1460/3757] lr: 2.752e-02, eta: 3 days, 5:55:01, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6750, loss_cls: 2.5122, loss: 2.5122, grad_norm: 3.6462 2020-08-04 22:43:56,535 - mmaction - INFO - Epoch [167][1480/3757] lr: 2.752e-02, eta: 3 days, 5:54:42, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6937, loss_cls: 2.4629, loss: 2.4629, grad_norm: 3.5389 2020-08-04 22:44:12,407 - mmaction - INFO - Epoch [167][1500/3757] lr: 2.752e-02, eta: 3 days, 5:54:24, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6797, loss_cls: 2.4881, loss: 2.4881, grad_norm: 3.6816 2020-08-04 22:44:28,199 - mmaction - INFO - Epoch [167][1520/3757] lr: 2.752e-02, eta: 3 days, 5:54:05, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7039, loss_cls: 2.3740, loss: 2.3740, grad_norm: 3.5753 2020-08-04 22:44:44,102 - mmaction - INFO - Epoch [167][1540/3757] lr: 2.752e-02, eta: 3 days, 5:53:47, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.7031, loss_cls: 2.3951, loss: 2.3951, grad_norm: 3.6065 2020-08-04 22:44:59,827 - mmaction - INFO - Epoch [167][1560/3757] lr: 2.752e-02, eta: 3 days, 5:53:28, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6859, loss_cls: 2.5032, loss: 2.5032, grad_norm: 3.5312 2020-08-04 22:45:15,743 - mmaction - INFO - Epoch [167][1580/3757] lr: 2.752e-02, eta: 3 days, 5:53:09, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7172, loss_cls: 2.2995, loss: 2.2995, grad_norm: 3.6194 2020-08-04 22:45:31,520 - mmaction - INFO - Epoch [167][1600/3757] lr: 2.752e-02, eta: 3 days, 5:52:51, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7117, loss_cls: 2.3232, loss: 2.3232, grad_norm: 3.6089 2020-08-04 22:45:47,330 - mmaction - INFO - Epoch [167][1620/3757] lr: 2.752e-02, eta: 3 days, 5:52:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6961, loss_cls: 2.4702, loss: 2.4702, grad_norm: 3.6569 2020-08-04 22:46:03,108 - mmaction - INFO - Epoch [167][1640/3757] lr: 2.752e-02, eta: 3 days, 5:52:13, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6672, loss_cls: 2.5605, loss: 2.5605, grad_norm: 3.5563 2020-08-04 22:46:18,780 - mmaction - INFO - Epoch [167][1660/3757] lr: 2.752e-02, eta: 3 days, 5:51:54, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6875, loss_cls: 2.4473, loss: 2.4473, grad_norm: 3.6191 2020-08-04 22:46:34,713 - mmaction - INFO - Epoch [167][1680/3757] lr: 2.752e-02, eta: 3 days, 5:51:36, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6805, loss_cls: 2.5472, loss: 2.5472, grad_norm: 3.6760 2020-08-04 22:46:50,479 - mmaction - INFO - Epoch [167][1700/3757] lr: 2.752e-02, eta: 3 days, 5:51:17, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6891, loss_cls: 2.4437, loss: 2.4437, grad_norm: 3.7372 2020-08-04 22:47:06,411 - mmaction - INFO - Epoch [167][1720/3757] lr: 2.752e-02, eta: 3 days, 5:50:59, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6797, loss_cls: 2.5154, loss: 2.5154, grad_norm: 3.5882 2020-08-04 22:47:22,263 - mmaction - INFO - Epoch [167][1740/3757] lr: 2.752e-02, eta: 3 days, 5:50:40, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7133, loss_cls: 2.3725, loss: 2.3725, grad_norm: 3.5415 2020-08-04 22:47:37,937 - mmaction - INFO - Epoch [167][1760/3757] lr: 2.752e-02, eta: 3 days, 5:50:21, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6648, loss_cls: 2.6107, loss: 2.6107, grad_norm: 3.5991 2020-08-04 22:47:53,748 - mmaction - INFO - Epoch [167][1780/3757] lr: 2.752e-02, eta: 3 days, 5:50:03, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7109, loss_cls: 2.3877, loss: 2.3877, grad_norm: 3.4179 2020-08-04 22:48:09,601 - mmaction - INFO - Epoch [167][1800/3757] lr: 2.752e-02, eta: 3 days, 5:49:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6914, loss_cls: 2.4632, loss: 2.4632, grad_norm: 3.5178 2020-08-04 22:48:25,329 - mmaction - INFO - Epoch [167][1820/3757] lr: 2.752e-02, eta: 3 days, 5:49:25, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6750, loss_cls: 2.4851, loss: 2.4851, grad_norm: 3.6179 2020-08-04 22:48:41,118 - mmaction - INFO - Epoch [167][1840/3757] lr: 2.752e-02, eta: 3 days, 5:49:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4641, top5_acc: 0.6992, loss_cls: 2.4122, loss: 2.4122, grad_norm: 3.6297 2020-08-04 22:48:56,944 - mmaction - INFO - Epoch [167][1860/3757] lr: 2.752e-02, eta: 3 days, 5:48:48, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7016, loss_cls: 2.4075, loss: 2.4075, grad_norm: 3.5794 2020-08-04 22:49:12,762 - mmaction - INFO - Epoch [167][1880/3757] lr: 2.752e-02, eta: 3 days, 5:48:29, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6609, loss_cls: 2.5198, loss: 2.5198, grad_norm: 3.6529 2020-08-04 22:49:28,620 - mmaction - INFO - Epoch [167][1900/3757] lr: 2.752e-02, eta: 3 days, 5:48:11, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6773, loss_cls: 2.5889, loss: 2.5889, grad_norm: 3.7584 2020-08-04 22:49:44,492 - mmaction - INFO - Epoch [167][1920/3757] lr: 2.752e-02, eta: 3 days, 5:47:52, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6781, loss_cls: 2.5110, loss: 2.5110, grad_norm: 3.5543 2020-08-04 22:50:00,194 - mmaction - INFO - Epoch [167][1940/3757] lr: 2.752e-02, eta: 3 days, 5:47:33, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7195, loss_cls: 2.3833, loss: 2.3833, grad_norm: 3.5701 2020-08-04 22:50:15,999 - mmaction - INFO - Epoch [167][1960/3757] lr: 2.752e-02, eta: 3 days, 5:47:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6906, loss_cls: 2.4838, loss: 2.4838, grad_norm: 3.6381 2020-08-04 22:50:31,737 - mmaction - INFO - Epoch [167][1980/3757] lr: 2.752e-02, eta: 3 days, 5:46:56, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7023, loss_cls: 2.4297, loss: 2.4297, grad_norm: 3.6999 2020-08-04 22:50:47,479 - mmaction - INFO - Epoch [167][2000/3757] lr: 2.752e-02, eta: 3 days, 5:46:37, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6984, loss_cls: 2.4187, loss: 2.4187, grad_norm: 3.6233 2020-08-04 22:51:03,265 - mmaction - INFO - Epoch [167][2020/3757] lr: 2.752e-02, eta: 3 days, 5:46:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6867, loss_cls: 2.4711, loss: 2.4711, grad_norm: 3.6741 2020-08-04 22:51:19,041 - mmaction - INFO - Epoch [167][2040/3757] lr: 2.752e-02, eta: 3 days, 5:46:00, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6906, loss_cls: 2.5019, loss: 2.5019, grad_norm: 3.7598 2020-08-04 22:51:34,914 - mmaction - INFO - Epoch [167][2060/3757] lr: 2.752e-02, eta: 3 days, 5:45:41, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7148, loss_cls: 2.3463, loss: 2.3463, grad_norm: 3.4947 2020-08-04 22:51:50,801 - mmaction - INFO - Epoch [167][2080/3757] lr: 2.752e-02, eta: 3 days, 5:45:23, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6742, loss_cls: 2.5146, loss: 2.5146, grad_norm: 3.5498 2020-08-04 22:52:06,589 - mmaction - INFO - Epoch [167][2100/3757] lr: 2.752e-02, eta: 3 days, 5:45:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6758, loss_cls: 2.5985, loss: 2.5985, grad_norm: 3.5650 2020-08-04 22:52:22,371 - mmaction - INFO - Epoch [167][2120/3757] lr: 2.752e-02, eta: 3 days, 5:44:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.7023, loss_cls: 2.4591, loss: 2.4591, grad_norm: 3.5434 2020-08-04 22:52:38,172 - mmaction - INFO - Epoch [167][2140/3757] lr: 2.752e-02, eta: 3 days, 5:44:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7258, loss_cls: 2.3762, loss: 2.3762, grad_norm: 3.5704 2020-08-04 22:52:54,066 - mmaction - INFO - Epoch [167][2160/3757] lr: 2.752e-02, eta: 3 days, 5:44:08, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6953, loss_cls: 2.4807, loss: 2.4807, grad_norm: 3.6829 2020-08-04 22:53:09,746 - mmaction - INFO - Epoch [167][2180/3757] lr: 2.752e-02, eta: 3 days, 5:43:50, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6852, loss_cls: 2.5409, loss: 2.5409, grad_norm: 3.6710 2020-08-04 22:53:25,595 - mmaction - INFO - Epoch [167][2200/3757] lr: 2.752e-02, eta: 3 days, 5:43:31, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6586, loss_cls: 2.6159, loss: 2.6159, grad_norm: 3.6430 2020-08-04 22:53:41,263 - mmaction - INFO - Epoch [167][2220/3757] lr: 2.752e-02, eta: 3 days, 5:43:12, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4453, top5_acc: 0.7008, loss_cls: 2.4342, loss: 2.4342, grad_norm: 3.6475 2020-08-04 22:53:57,048 - mmaction - INFO - Epoch [167][2240/3757] lr: 2.752e-02, eta: 3 days, 5:42:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6867, loss_cls: 2.4234, loss: 2.4234, grad_norm: 3.6047 2020-08-04 22:54:12,872 - mmaction - INFO - Epoch [167][2260/3757] lr: 2.752e-02, eta: 3 days, 5:42:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6937, loss_cls: 2.4698, loss: 2.4698, grad_norm: 3.6659 2020-08-04 22:54:28,651 - mmaction - INFO - Epoch [167][2280/3757] lr: 2.752e-02, eta: 3 days, 5:42:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6945, loss_cls: 2.4433, loss: 2.4433, grad_norm: 3.5981 2020-08-04 22:54:44,433 - mmaction - INFO - Epoch [167][2300/3757] lr: 2.752e-02, eta: 3 days, 5:41:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6836, loss_cls: 2.4608, loss: 2.4608, grad_norm: 3.5183 2020-08-04 22:55:00,216 - mmaction - INFO - Epoch [167][2320/3757] lr: 2.752e-02, eta: 3 days, 5:41:39, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6562, loss_cls: 2.5809, loss: 2.5809, grad_norm: 3.5936 2020-08-04 22:55:15,999 - mmaction - INFO - Epoch [167][2340/3757] lr: 2.752e-02, eta: 3 days, 5:41:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6813, loss_cls: 2.4385, loss: 2.4385, grad_norm: 3.5678 2020-08-04 22:55:31,819 - mmaction - INFO - Epoch [167][2360/3757] lr: 2.752e-02, eta: 3 days, 5:41:01, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7148, loss_cls: 2.3644, loss: 2.3644, grad_norm: 3.5810 2020-08-04 22:55:47,621 - mmaction - INFO - Epoch [167][2380/3757] lr: 2.752e-02, eta: 3 days, 5:40:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6992, loss_cls: 2.4264, loss: 2.4264, grad_norm: 3.6856 2020-08-04 22:56:03,493 - mmaction - INFO - Epoch [167][2400/3757] lr: 2.752e-02, eta: 3 days, 5:40:24, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.7078, loss_cls: 2.4688, loss: 2.4688, grad_norm: 3.7663 2020-08-04 22:56:19,200 - mmaction - INFO - Epoch [167][2420/3757] lr: 2.752e-02, eta: 3 days, 5:40:05, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6727, loss_cls: 2.5313, loss: 2.5313, grad_norm: 3.6154 2020-08-04 22:56:34,939 - mmaction - INFO - Epoch [167][2440/3757] lr: 2.752e-02, eta: 3 days, 5:39:47, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6961, loss_cls: 2.4022, loss: 2.4022, grad_norm: 3.5080 2020-08-04 22:56:50,761 - mmaction - INFO - Epoch [167][2460/3757] lr: 2.752e-02, eta: 3 days, 5:39:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7133, loss_cls: 2.3158, loss: 2.3158, grad_norm: 3.5765 2020-08-04 22:57:06,637 - mmaction - INFO - Epoch [167][2480/3757] lr: 2.752e-02, eta: 3 days, 5:39:10, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6797, loss_cls: 2.4837, loss: 2.4837, grad_norm: 3.5977 2020-08-04 22:57:22,496 - mmaction - INFO - Epoch [167][2500/3757] lr: 2.752e-02, eta: 3 days, 5:38:51, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6859, loss_cls: 2.4751, loss: 2.4751, grad_norm: 3.6830 2020-08-04 22:57:38,242 - mmaction - INFO - Epoch [167][2520/3757] lr: 2.752e-02, eta: 3 days, 5:38:32, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6992, loss_cls: 2.4716, loss: 2.4716, grad_norm: 3.6337 2020-08-04 22:57:54,120 - mmaction - INFO - Epoch [167][2540/3757] lr: 2.752e-02, eta: 3 days, 5:38:14, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.6937, loss_cls: 2.3652, loss: 2.3652, grad_norm: 3.5248 2020-08-04 22:58:09,852 - mmaction - INFO - Epoch [167][2560/3757] lr: 2.752e-02, eta: 3 days, 5:37:55, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6883, loss_cls: 2.4211, loss: 2.4211, grad_norm: 3.6085 2020-08-04 22:58:25,743 - mmaction - INFO - Epoch [167][2580/3757] lr: 2.752e-02, eta: 3 days, 5:37:37, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6695, loss_cls: 2.5575, loss: 2.5575, grad_norm: 3.5689 2020-08-04 22:58:41,450 - mmaction - INFO - Epoch [167][2600/3757] lr: 2.752e-02, eta: 3 days, 5:37:18, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6617, loss_cls: 2.6024, loss: 2.6024, grad_norm: 3.5015 2020-08-04 22:58:57,362 - mmaction - INFO - Epoch [167][2620/3757] lr: 2.752e-02, eta: 3 days, 5:36:59, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6836, loss_cls: 2.4799, loss: 2.4799, grad_norm: 3.5523 2020-08-04 22:59:13,059 - mmaction - INFO - Epoch [167][2640/3757] lr: 2.752e-02, eta: 3 days, 5:36:41, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6773, loss_cls: 2.5478, loss: 2.5478, grad_norm: 3.6785 2020-08-04 22:59:28,961 - mmaction - INFO - Epoch [167][2660/3757] lr: 2.752e-02, eta: 3 days, 5:36:22, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7094, loss_cls: 2.4025, loss: 2.4025, grad_norm: 3.5845 2020-08-04 22:59:44,742 - mmaction - INFO - Epoch [167][2680/3757] lr: 2.752e-02, eta: 3 days, 5:36:03, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6656, loss_cls: 2.5606, loss: 2.5606, grad_norm: 3.6338 2020-08-04 23:00:00,593 - mmaction - INFO - Epoch [167][2700/3757] lr: 2.752e-02, eta: 3 days, 5:35:45, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6820, loss_cls: 2.4638, loss: 2.4638, grad_norm: 3.5145 2020-08-04 23:00:27,183 - mmaction - INFO - Epoch [167][2720/3757] lr: 2.752e-02, eta: 3 days, 5:35:50, time: 1.296, data_time: 0.029, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6758, loss_cls: 2.4899, loss: 2.4899, grad_norm: 3.5049 2020-08-04 23:00:42,971 - mmaction - INFO - Epoch [167][2740/3757] lr: 2.752e-02, eta: 3 days, 5:35:33, time: 0.823, data_time: 0.039, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6820, loss_cls: 2.4982, loss: 2.4982, grad_norm: 3.4916 2020-08-04 23:00:58,826 - mmaction - INFO - Epoch [167][2760/3757] lr: 2.752e-02, eta: 3 days, 5:35:14, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6844, loss_cls: 2.4981, loss: 2.4981, grad_norm: 3.5497 2020-08-04 23:01:14,567 - mmaction - INFO - Epoch [167][2780/3757] lr: 2.752e-02, eta: 3 days, 5:34:55, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6883, loss_cls: 2.4871, loss: 2.4871, grad_norm: 3.5126 2020-08-04 23:01:30,320 - mmaction - INFO - Epoch [167][2800/3757] lr: 2.752e-02, eta: 3 days, 5:34:37, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7023, loss_cls: 2.3941, loss: 2.3941, grad_norm: 3.5942 2020-08-04 23:01:46,032 - mmaction - INFO - Epoch [167][2820/3757] lr: 2.752e-02, eta: 3 days, 5:34:18, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4477, top5_acc: 0.7016, loss_cls: 2.4088, loss: 2.4088, grad_norm: 3.5535 2020-08-04 23:02:01,668 - mmaction - INFO - Epoch [167][2840/3757] lr: 2.752e-02, eta: 3 days, 5:33:59, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.4707, loss: 2.4707, grad_norm: 3.6144 2020-08-04 23:02:17,500 - mmaction - INFO - Epoch [167][2860/3757] lr: 2.752e-02, eta: 3 days, 5:33:40, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6789, loss_cls: 2.5368, loss: 2.5368, grad_norm: 3.6780 2020-08-04 23:02:33,250 - mmaction - INFO - Epoch [167][2880/3757] lr: 2.752e-02, eta: 3 days, 5:33:21, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4789, top5_acc: 0.6969, loss_cls: 2.3608, loss: 2.3608, grad_norm: 3.4974 2020-08-04 23:02:49,275 - mmaction - INFO - Epoch [167][2900/3757] lr: 2.752e-02, eta: 3 days, 5:33:03, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6914, loss_cls: 2.4441, loss: 2.4441, grad_norm: 3.7056 2020-08-04 23:03:05,032 - mmaction - INFO - Epoch [167][2920/3757] lr: 2.752e-02, eta: 3 days, 5:32:45, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.4453, loss: 2.4453, grad_norm: 3.5583 2020-08-04 23:03:20,909 - mmaction - INFO - Epoch [167][2940/3757] lr: 2.752e-02, eta: 3 days, 5:32:26, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7008, loss_cls: 2.4085, loss: 2.4085, grad_norm: 3.6149 2020-08-04 23:03:36,644 - mmaction - INFO - Epoch [167][2960/3757] lr: 2.752e-02, eta: 3 days, 5:32:07, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6875, loss_cls: 2.5320, loss: 2.5320, grad_norm: 3.6227 2020-08-04 23:03:52,437 - mmaction - INFO - Epoch [167][2980/3757] lr: 2.752e-02, eta: 3 days, 5:31:49, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6859, loss_cls: 2.4577, loss: 2.4577, grad_norm: 3.5495 2020-08-04 23:04:08,276 - mmaction - INFO - Epoch [167][3000/3757] lr: 2.752e-02, eta: 3 days, 5:31:30, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6852, loss_cls: 2.5342, loss: 2.5342, grad_norm: 3.6371 2020-08-04 23:04:24,004 - mmaction - INFO - Epoch [167][3020/3757] lr: 2.752e-02, eta: 3 days, 5:31:11, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4359, top5_acc: 0.7000, loss_cls: 2.4547, loss: 2.4547, grad_norm: 3.5999 2020-08-04 23:04:39,892 - mmaction - INFO - Epoch [167][3040/3757] lr: 2.752e-02, eta: 3 days, 5:30:53, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6898, loss_cls: 2.5126, loss: 2.5126, grad_norm: 3.6159 2020-08-04 23:04:55,593 - mmaction - INFO - Epoch [167][3060/3757] lr: 2.752e-02, eta: 3 days, 5:30:34, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6937, loss_cls: 2.4579, loss: 2.4579, grad_norm: 3.5828 2020-08-04 23:05:11,486 - mmaction - INFO - Epoch [167][3080/3757] lr: 2.752e-02, eta: 3 days, 5:30:16, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7000, loss_cls: 2.4225, loss: 2.4225, grad_norm: 3.6390 2020-08-04 23:05:27,148 - mmaction - INFO - Epoch [167][3100/3757] lr: 2.752e-02, eta: 3 days, 5:29:57, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6852, loss_cls: 2.4346, loss: 2.4346, grad_norm: 3.5542 2020-08-04 23:05:42,995 - mmaction - INFO - Epoch [167][3120/3757] lr: 2.752e-02, eta: 3 days, 5:29:38, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6648, loss_cls: 2.6120, loss: 2.6120, grad_norm: 3.7010 2020-08-04 23:05:58,881 - mmaction - INFO - Epoch [167][3140/3757] lr: 2.752e-02, eta: 3 days, 5:29:20, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6852, loss_cls: 2.4779, loss: 2.4779, grad_norm: 3.5561 2020-08-04 23:06:14,564 - mmaction - INFO - Epoch [167][3160/3757] lr: 2.752e-02, eta: 3 days, 5:29:01, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7008, loss_cls: 2.4454, loss: 2.4454, grad_norm: 3.5662 2020-08-04 23:06:30,434 - mmaction - INFO - Epoch [167][3180/3757] lr: 2.752e-02, eta: 3 days, 5:28:42, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7078, loss_cls: 2.3667, loss: 2.3667, grad_norm: 3.5371 2020-08-04 23:06:46,193 - mmaction - INFO - Epoch [167][3200/3757] lr: 2.752e-02, eta: 3 days, 5:28:24, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7141, loss_cls: 2.3782, loss: 2.3782, grad_norm: 3.5150 2020-08-04 23:07:02,061 - mmaction - INFO - Epoch [167][3220/3757] lr: 2.752e-02, eta: 3 days, 5:28:05, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7016, loss_cls: 2.4303, loss: 2.4303, grad_norm: 3.5462 2020-08-04 23:07:17,830 - mmaction - INFO - Epoch [167][3240/3757] lr: 2.752e-02, eta: 3 days, 5:27:47, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6828, loss_cls: 2.4821, loss: 2.4821, grad_norm: 3.6572 2020-08-04 23:07:33,699 - mmaction - INFO - Epoch [167][3260/3757] lr: 2.752e-02, eta: 3 days, 5:27:28, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7016, loss_cls: 2.4019, loss: 2.4019, grad_norm: 3.5831 2020-08-04 23:07:49,452 - mmaction - INFO - Epoch [167][3280/3757] lr: 2.752e-02, eta: 3 days, 5:27:09, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6766, loss_cls: 2.5544, loss: 2.5544, grad_norm: 3.7826 2020-08-04 23:08:05,328 - mmaction - INFO - Epoch [167][3300/3757] lr: 2.752e-02, eta: 3 days, 5:26:51, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.7094, loss_cls: 2.4366, loss: 2.4366, grad_norm: 3.6692 2020-08-04 23:08:21,063 - mmaction - INFO - Epoch [167][3320/3757] lr: 2.752e-02, eta: 3 days, 5:26:32, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6984, loss_cls: 2.5032, loss: 2.5032, grad_norm: 3.6883 2020-08-04 23:08:36,948 - mmaction - INFO - Epoch [167][3340/3757] lr: 2.752e-02, eta: 3 days, 5:26:14, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6703, loss_cls: 2.5211, loss: 2.5211, grad_norm: 3.7014 2020-08-04 23:08:52,642 - mmaction - INFO - Epoch [167][3360/3757] lr: 2.752e-02, eta: 3 days, 5:25:55, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6805, loss_cls: 2.5092, loss: 2.5092, grad_norm: 3.5847 2020-08-04 23:09:08,482 - mmaction - INFO - Epoch [167][3380/3757] lr: 2.752e-02, eta: 3 days, 5:25:36, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6922, loss_cls: 2.4257, loss: 2.4257, grad_norm: 3.5278 2020-08-04 23:09:24,144 - mmaction - INFO - Epoch [167][3400/3757] lr: 2.752e-02, eta: 3 days, 5:25:18, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7039, loss_cls: 2.4517, loss: 2.4517, grad_norm: 3.6842 2020-08-04 23:09:40,104 - mmaction - INFO - Epoch [167][3420/3757] lr: 2.752e-02, eta: 3 days, 5:24:59, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7047, loss_cls: 2.3736, loss: 2.3736, grad_norm: 3.5090 2020-08-04 23:09:55,764 - mmaction - INFO - Epoch [167][3440/3757] lr: 2.752e-02, eta: 3 days, 5:24:40, time: 0.783, data_time: 0.002, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6687, loss_cls: 2.5377, loss: 2.5377, grad_norm: 3.5827 2020-08-04 23:10:11,689 - mmaction - INFO - Epoch [167][3460/3757] lr: 2.752e-02, eta: 3 days, 5:24:22, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6711, loss_cls: 2.5736, loss: 2.5736, grad_norm: 3.6551 2020-08-04 23:10:27,378 - mmaction - INFO - Epoch [167][3480/3757] lr: 2.752e-02, eta: 3 days, 5:24:03, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6719, loss_cls: 2.4875, loss: 2.4875, grad_norm: 3.5730 2020-08-04 23:10:43,145 - mmaction - INFO - Epoch [167][3500/3757] lr: 2.752e-02, eta: 3 days, 5:23:45, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6914, loss_cls: 2.4409, loss: 2.4409, grad_norm: 3.6025 2020-08-04 23:10:58,940 - mmaction - INFO - Epoch [167][3520/3757] lr: 2.752e-02, eta: 3 days, 5:23:26, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6828, loss_cls: 2.5591, loss: 2.5591, grad_norm: 3.6702 2020-08-04 23:11:14,896 - mmaction - INFO - Epoch [167][3540/3757] lr: 2.752e-02, eta: 3 days, 5:23:08, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6859, loss_cls: 2.5006, loss: 2.5006, grad_norm: 3.5325 2020-08-04 23:11:30,751 - mmaction - INFO - Epoch [167][3560/3757] lr: 2.752e-02, eta: 3 days, 5:22:49, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6875, loss_cls: 2.4303, loss: 2.4303, grad_norm: 3.5215 2020-08-04 23:11:46,501 - mmaction - INFO - Epoch [167][3580/3757] lr: 2.752e-02, eta: 3 days, 5:22:30, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6844, loss_cls: 2.4861, loss: 2.4861, grad_norm: 3.5743 2020-08-04 23:12:02,214 - mmaction - INFO - Epoch [167][3600/3757] lr: 2.752e-02, eta: 3 days, 5:22:12, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.4641, top5_acc: 0.6914, loss_cls: 2.4226, loss: 2.4226, grad_norm: 3.4696 2020-08-04 23:12:18,081 - mmaction - INFO - Epoch [167][3620/3757] lr: 2.752e-02, eta: 3 days, 5:21:53, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6961, loss_cls: 2.4409, loss: 2.4409, grad_norm: 3.5860 2020-08-04 23:12:33,889 - mmaction - INFO - Epoch [167][3640/3757] lr: 2.752e-02, eta: 3 days, 5:21:35, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6828, loss_cls: 2.5037, loss: 2.5037, grad_norm: 3.5558 2020-08-04 23:12:49,728 - mmaction - INFO - Epoch [167][3660/3757] lr: 2.752e-02, eta: 3 days, 5:21:16, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6922, loss_cls: 2.4764, loss: 2.4764, grad_norm: 3.5655 2020-08-04 23:13:05,567 - mmaction - INFO - Epoch [167][3680/3757] lr: 2.752e-02, eta: 3 days, 5:20:58, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6945, loss_cls: 2.4575, loss: 2.4575, grad_norm: 3.5641 2020-08-04 23:13:21,355 - mmaction - INFO - Epoch [167][3700/3757] lr: 2.752e-02, eta: 3 days, 5:20:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7078, loss_cls: 2.3967, loss: 2.3967, grad_norm: 3.5398 2020-08-04 23:13:37,102 - mmaction - INFO - Epoch [167][3720/3757] lr: 2.752e-02, eta: 3 days, 5:20:20, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6984, loss_cls: 2.4496, loss: 2.4496, grad_norm: 3.6081 2020-08-04 23:13:52,871 - mmaction - INFO - Epoch [167][3740/3757] lr: 2.752e-02, eta: 3 days, 5:20:02, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6766, loss_cls: 2.5360, loss: 2.5360, grad_norm: 3.4778 2020-08-04 23:18:01,963 - mmaction - INFO - Epoch [168][20/3757] lr: 2.697e-02, eta: 3 days, 5:26:28, time: 10.683, data_time: 9.814, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6961, loss_cls: 2.4364, loss: 2.4364, grad_norm: 3.5167 2020-08-04 23:18:17,705 - mmaction - INFO - Epoch [168][40/3757] lr: 2.697e-02, eta: 3 days, 5:26:09, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7031, loss_cls: 2.3984, loss: 2.3984, grad_norm: 3.6399 2020-08-04 23:18:33,533 - mmaction - INFO - Epoch [168][60/3757] lr: 2.697e-02, eta: 3 days, 5:25:51, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6789, loss_cls: 2.4965, loss: 2.4965, grad_norm: 3.6179 2020-08-04 23:18:49,377 - mmaction - INFO - Epoch [168][80/3757] lr: 2.697e-02, eta: 3 days, 5:25:32, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7203, loss_cls: 2.3282, loss: 2.3282, grad_norm: 3.5921 2020-08-04 23:19:05,090 - mmaction - INFO - Epoch [168][100/3757] lr: 2.697e-02, eta: 3 days, 5:25:13, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6859, loss_cls: 2.4305, loss: 2.4305, grad_norm: 3.6514 2020-08-04 23:19:20,969 - mmaction - INFO - Epoch [168][120/3757] lr: 2.697e-02, eta: 3 days, 5:24:55, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6828, loss_cls: 2.5103, loss: 2.5103, grad_norm: 3.5758 2020-08-04 23:19:36,776 - mmaction - INFO - Epoch [168][140/3757] lr: 2.697e-02, eta: 3 days, 5:24:36, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.5860, loss: 2.5860, grad_norm: 3.7380 2020-08-04 23:19:52,556 - mmaction - INFO - Epoch [168][160/3757] lr: 2.697e-02, eta: 3 days, 5:24:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6937, loss_cls: 2.4342, loss: 2.4342, grad_norm: 3.5295 2020-08-04 23:20:08,369 - mmaction - INFO - Epoch [168][180/3757] lr: 2.697e-02, eta: 3 days, 5:23:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7023, loss_cls: 2.4307, loss: 2.4307, grad_norm: 3.5789 2020-08-04 23:20:24,050 - mmaction - INFO - Epoch [168][200/3757] lr: 2.697e-02, eta: 3 days, 5:23:40, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6898, loss_cls: 2.4611, loss: 2.4611, grad_norm: 3.5728 2020-08-04 23:20:39,915 - mmaction - INFO - Epoch [168][220/3757] lr: 2.697e-02, eta: 3 days, 5:23:21, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6930, loss_cls: 2.4701, loss: 2.4701, grad_norm: 3.5405 2020-08-04 23:20:55,723 - mmaction - INFO - Epoch [168][240/3757] lr: 2.697e-02, eta: 3 days, 5:23:03, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6758, loss_cls: 2.4880, loss: 2.4880, grad_norm: 3.4949 2020-08-04 23:21:11,513 - mmaction - INFO - Epoch [168][260/3757] lr: 2.697e-02, eta: 3 days, 5:22:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.7016, loss_cls: 2.3727, loss: 2.3727, grad_norm: 3.5011 2020-08-04 23:21:27,342 - mmaction - INFO - Epoch [168][280/3757] lr: 2.697e-02, eta: 3 days, 5:22:25, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.5297, loss: 2.5297, grad_norm: 3.6283 2020-08-04 23:21:43,197 - mmaction - INFO - Epoch [168][300/3757] lr: 2.697e-02, eta: 3 days, 5:22:07, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6781, loss_cls: 2.5058, loss: 2.5058, grad_norm: 3.6892 2020-08-04 23:21:58,981 - mmaction - INFO - Epoch [168][320/3757] lr: 2.697e-02, eta: 3 days, 5:21:48, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6945, loss_cls: 2.4247, loss: 2.4247, grad_norm: 3.5438 2020-08-04 23:22:14,630 - mmaction - INFO - Epoch [168][340/3757] lr: 2.697e-02, eta: 3 days, 5:21:29, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6797, loss_cls: 2.4464, loss: 2.4464, grad_norm: 3.6402 2020-08-04 23:22:30,439 - mmaction - INFO - Epoch [168][360/3757] lr: 2.697e-02, eta: 3 days, 5:21:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6750, loss_cls: 2.4867, loss: 2.4867, grad_norm: 3.7705 2020-08-04 23:22:46,271 - mmaction - INFO - Epoch [168][380/3757] lr: 2.697e-02, eta: 3 days, 5:20:52, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6734, loss_cls: 2.5189, loss: 2.5189, grad_norm: 3.5931 2020-08-04 23:23:02,100 - mmaction - INFO - Epoch [168][400/3757] lr: 2.697e-02, eta: 3 days, 5:20:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6969, loss_cls: 2.3882, loss: 2.3882, grad_norm: 3.5575 2020-08-04 23:23:17,871 - mmaction - INFO - Epoch [168][420/3757] lr: 2.697e-02, eta: 3 days, 5:20:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6813, loss_cls: 2.5002, loss: 2.5002, grad_norm: 3.6625 2020-08-04 23:23:33,739 - mmaction - INFO - Epoch [168][440/3757] lr: 2.697e-02, eta: 3 days, 5:19:56, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7148, loss_cls: 2.3770, loss: 2.3770, grad_norm: 3.4672 2020-08-04 23:23:49,503 - mmaction - INFO - Epoch [168][460/3757] lr: 2.697e-02, eta: 3 days, 5:19:37, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7195, loss_cls: 2.3319, loss: 2.3319, grad_norm: 3.4342 2020-08-04 23:24:05,353 - mmaction - INFO - Epoch [168][480/3757] lr: 2.697e-02, eta: 3 days, 5:19:19, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6984, loss_cls: 2.4024, loss: 2.4024, grad_norm: 3.6458 2020-08-04 23:24:21,190 - mmaction - INFO - Epoch [168][500/3757] lr: 2.697e-02, eta: 3 days, 5:19:00, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7063, loss_cls: 2.3984, loss: 2.3984, grad_norm: 3.6228 2020-08-04 23:24:37,030 - mmaction - INFO - Epoch [168][520/3757] lr: 2.697e-02, eta: 3 days, 5:18:42, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6922, loss_cls: 2.4041, loss: 2.4041, grad_norm: 3.6168 2020-08-04 23:24:52,862 - mmaction - INFO - Epoch [168][540/3757] lr: 2.697e-02, eta: 3 days, 5:18:23, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7016, loss_cls: 2.4031, loss: 2.4031, grad_norm: 3.5877 2020-08-04 23:25:08,638 - mmaction - INFO - Epoch [168][560/3757] lr: 2.697e-02, eta: 3 days, 5:18:04, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6773, loss_cls: 2.4814, loss: 2.4814, grad_norm: 3.5689 2020-08-04 23:25:24,425 - mmaction - INFO - Epoch [168][580/3757] lr: 2.697e-02, eta: 3 days, 5:17:46, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7016, loss_cls: 2.4316, loss: 2.4316, grad_norm: 3.5930 2020-08-04 23:25:40,256 - mmaction - INFO - Epoch [168][600/3757] lr: 2.697e-02, eta: 3 days, 5:17:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6836, loss_cls: 2.4558, loss: 2.4558, grad_norm: 3.6878 2020-08-04 23:25:56,069 - mmaction - INFO - Epoch [168][620/3757] lr: 2.697e-02, eta: 3 days, 5:17:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7070, loss_cls: 2.3775, loss: 2.3775, grad_norm: 3.6351 2020-08-04 23:26:11,833 - mmaction - INFO - Epoch [168][640/3757] lr: 2.697e-02, eta: 3 days, 5:16:50, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7141, loss_cls: 2.3080, loss: 2.3080, grad_norm: 3.5259 2020-08-04 23:26:27,640 - mmaction - INFO - Epoch [168][660/3757] lr: 2.697e-02, eta: 3 days, 5:16:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6945, loss_cls: 2.3659, loss: 2.3659, grad_norm: 3.5844 2020-08-04 23:26:43,433 - mmaction - INFO - Epoch [168][680/3757] lr: 2.697e-02, eta: 3 days, 5:16:12, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6977, loss_cls: 2.4417, loss: 2.4417, grad_norm: 3.6832 2020-08-04 23:26:59,240 - mmaction - INFO - Epoch [168][700/3757] lr: 2.697e-02, eta: 3 days, 5:15:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6711, loss_cls: 2.4506, loss: 2.4506, grad_norm: 3.6411 2020-08-04 23:27:15,098 - mmaction - INFO - Epoch [168][720/3757] lr: 2.697e-02, eta: 3 days, 5:15:35, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6930, loss_cls: 2.4332, loss: 2.4332, grad_norm: 3.6207 2020-08-04 23:27:31,801 - mmaction - INFO - Epoch [168][740/3757] lr: 2.697e-02, eta: 3 days, 5:15:19, time: 0.836, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6914, loss_cls: 2.5332, loss: 2.5332, grad_norm: 3.6363 2020-08-04 23:27:47,658 - mmaction - INFO - Epoch [168][760/3757] lr: 2.697e-02, eta: 3 days, 5:15:00, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6922, loss_cls: 2.4835, loss: 2.4835, grad_norm: 3.5600 2020-08-04 23:28:03,613 - mmaction - INFO - Epoch [168][780/3757] lr: 2.697e-02, eta: 3 days, 5:14:42, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6852, loss_cls: 2.5085, loss: 2.5085, grad_norm: 3.6232 2020-08-04 23:28:19,471 - mmaction - INFO - Epoch [168][800/3757] lr: 2.697e-02, eta: 3 days, 5:14:23, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.7016, loss_cls: 2.4307, loss: 2.4307, grad_norm: 3.6259 2020-08-04 23:28:35,370 - mmaction - INFO - Epoch [168][820/3757] lr: 2.697e-02, eta: 3 days, 5:14:05, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6922, loss_cls: 2.3996, loss: 2.3996, grad_norm: 3.6740 2020-08-04 23:28:52,052 - mmaction - INFO - Epoch [168][840/3757] lr: 2.697e-02, eta: 3 days, 5:13:48, time: 0.834, data_time: 0.006, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6852, loss_cls: 2.5464, loss: 2.5464, grad_norm: 3.7135 2020-08-04 23:29:07,843 - mmaction - INFO - Epoch [168][860/3757] lr: 2.697e-02, eta: 3 days, 5:13:30, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6992, loss_cls: 2.3826, loss: 2.3826, grad_norm: 3.6763 2020-08-04 23:29:23,605 - mmaction - INFO - Epoch [168][880/3757] lr: 2.697e-02, eta: 3 days, 5:13:11, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.7000, loss_cls: 2.4231, loss: 2.4231, grad_norm: 3.5782 2020-08-04 23:29:39,611 - mmaction - INFO - Epoch [168][900/3757] lr: 2.697e-02, eta: 3 days, 5:12:53, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6875, loss_cls: 2.4442, loss: 2.4442, grad_norm: 3.5259 2020-08-04 23:29:55,483 - mmaction - INFO - Epoch [168][920/3757] lr: 2.697e-02, eta: 3 days, 5:12:34, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6820, loss_cls: 2.4635, loss: 2.4635, grad_norm: 3.7362 2020-08-04 23:30:11,255 - mmaction - INFO - Epoch [168][940/3757] lr: 2.697e-02, eta: 3 days, 5:12:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7078, loss_cls: 2.4007, loss: 2.4007, grad_norm: 3.6723 2020-08-04 23:30:27,077 - mmaction - INFO - Epoch [168][960/3757] lr: 2.697e-02, eta: 3 days, 5:11:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.6930, loss_cls: 2.4244, loss: 2.4244, grad_norm: 3.6663 2020-08-04 23:30:42,917 - mmaction - INFO - Epoch [168][980/3757] lr: 2.697e-02, eta: 3 days, 5:11:38, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6969, loss_cls: 2.4462, loss: 2.4462, grad_norm: 3.6009 2020-08-04 23:30:58,725 - mmaction - INFO - Epoch [168][1000/3757] lr: 2.697e-02, eta: 3 days, 5:11:20, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6852, loss_cls: 2.5608, loss: 2.5608, grad_norm: 3.6522 2020-08-04 23:31:14,480 - mmaction - INFO - Epoch [168][1020/3757] lr: 2.697e-02, eta: 3 days, 5:11:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6906, loss_cls: 2.5031, loss: 2.5031, grad_norm: 3.6284 2020-08-04 23:31:30,310 - mmaction - INFO - Epoch [168][1040/3757] lr: 2.697e-02, eta: 3 days, 5:10:42, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6961, loss_cls: 2.4365, loss: 2.4365, grad_norm: 3.4601 2020-08-04 23:31:46,074 - mmaction - INFO - Epoch [168][1060/3757] lr: 2.697e-02, eta: 3 days, 5:10:24, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6836, loss_cls: 2.4301, loss: 2.4301, grad_norm: 3.6064 2020-08-04 23:32:01,929 - mmaction - INFO - Epoch [168][1080/3757] lr: 2.697e-02, eta: 3 days, 5:10:05, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7164, loss_cls: 2.3194, loss: 2.3194, grad_norm: 3.4467 2020-08-04 23:32:17,638 - mmaction - INFO - Epoch [168][1100/3757] lr: 2.697e-02, eta: 3 days, 5:09:46, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7039, loss_cls: 2.3957, loss: 2.3957, grad_norm: 3.6345 2020-08-04 23:32:33,526 - mmaction - INFO - Epoch [168][1120/3757] lr: 2.697e-02, eta: 3 days, 5:09:28, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7039, loss_cls: 2.4602, loss: 2.4602, grad_norm: 3.6831 2020-08-04 23:32:49,238 - mmaction - INFO - Epoch [168][1140/3757] lr: 2.697e-02, eta: 3 days, 5:09:09, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6906, loss_cls: 2.4601, loss: 2.4601, grad_norm: 3.6009 2020-08-04 23:33:05,124 - mmaction - INFO - Epoch [168][1160/3757] lr: 2.697e-02, eta: 3 days, 5:08:51, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6852, loss_cls: 2.5155, loss: 2.5155, grad_norm: 3.7238 2020-08-04 23:33:20,811 - mmaction - INFO - Epoch [168][1180/3757] lr: 2.697e-02, eta: 3 days, 5:08:32, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7078, loss_cls: 2.3400, loss: 2.3400, grad_norm: 3.5391 2020-08-04 23:33:36,702 - mmaction - INFO - Epoch [168][1200/3757] lr: 2.697e-02, eta: 3 days, 5:08:13, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6953, loss_cls: 2.4337, loss: 2.4337, grad_norm: 3.6159 2020-08-04 23:33:52,343 - mmaction - INFO - Epoch [168][1220/3757] lr: 2.697e-02, eta: 3 days, 5:07:54, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6922, loss_cls: 2.4692, loss: 2.4692, grad_norm: 3.5742 2020-08-04 23:34:08,161 - mmaction - INFO - Epoch [168][1240/3757] lr: 2.697e-02, eta: 3 days, 5:07:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6977, loss_cls: 2.4368, loss: 2.4368, grad_norm: 3.5715 2020-08-04 23:34:23,904 - mmaction - INFO - Epoch [168][1260/3757] lr: 2.697e-02, eta: 3 days, 5:07:17, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6930, loss_cls: 2.3840, loss: 2.3840, grad_norm: 3.5172 2020-08-04 23:34:39,684 - mmaction - INFO - Epoch [168][1280/3757] lr: 2.697e-02, eta: 3 days, 5:06:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6906, loss_cls: 2.4488, loss: 2.4488, grad_norm: 3.6811 2020-08-04 23:34:55,370 - mmaction - INFO - Epoch [168][1300/3757] lr: 2.697e-02, eta: 3 days, 5:06:39, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6867, loss_cls: 2.4498, loss: 2.4498, grad_norm: 3.5246 2020-08-04 23:35:11,164 - mmaction - INFO - Epoch [168][1320/3757] lr: 2.697e-02, eta: 3 days, 5:06:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6914, loss_cls: 2.4901, loss: 2.4901, grad_norm: 3.7703 2020-08-04 23:35:26,931 - mmaction - INFO - Epoch [168][1340/3757] lr: 2.697e-02, eta: 3 days, 5:06:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7172, loss_cls: 2.3683, loss: 2.3683, grad_norm: 3.5988 2020-08-04 23:35:42,718 - mmaction - INFO - Epoch [168][1360/3757] lr: 2.697e-02, eta: 3 days, 5:05:43, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.3919, loss: 2.3919, grad_norm: 3.5903 2020-08-04 23:35:58,547 - mmaction - INFO - Epoch [168][1380/3757] lr: 2.697e-02, eta: 3 days, 5:05:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7086, loss_cls: 2.4206, loss: 2.4206, grad_norm: 3.5526 2020-08-04 23:36:14,296 - mmaction - INFO - Epoch [168][1400/3757] lr: 2.697e-02, eta: 3 days, 5:05:06, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7188, loss_cls: 2.3421, loss: 2.3421, grad_norm: 3.6219 2020-08-04 23:36:30,118 - mmaction - INFO - Epoch [168][1420/3757] lr: 2.697e-02, eta: 3 days, 5:04:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6961, loss_cls: 2.4281, loss: 2.4281, grad_norm: 3.6877 2020-08-04 23:36:45,945 - mmaction - INFO - Epoch [168][1440/3757] lr: 2.697e-02, eta: 3 days, 5:04:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6820, loss_cls: 2.4923, loss: 2.4923, grad_norm: 3.5791 2020-08-04 23:37:01,732 - mmaction - INFO - Epoch [168][1460/3757] lr: 2.697e-02, eta: 3 days, 5:04:10, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6883, loss_cls: 2.5014, loss: 2.5014, grad_norm: 3.6447 2020-08-04 23:37:17,515 - mmaction - INFO - Epoch [168][1480/3757] lr: 2.697e-02, eta: 3 days, 5:03:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6883, loss_cls: 2.4997, loss: 2.4997, grad_norm: 3.6316 2020-08-04 23:37:33,327 - mmaction - INFO - Epoch [168][1500/3757] lr: 2.697e-02, eta: 3 days, 5:03:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7016, loss_cls: 2.4309, loss: 2.4309, grad_norm: 3.6327 2020-08-04 23:37:49,104 - mmaction - INFO - Epoch [168][1520/3757] lr: 2.697e-02, eta: 3 days, 5:03:14, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6906, loss_cls: 2.4808, loss: 2.4808, grad_norm: 3.7325 2020-08-04 23:38:04,891 - mmaction - INFO - Epoch [168][1540/3757] lr: 2.697e-02, eta: 3 days, 5:02:56, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7258, loss_cls: 2.3108, loss: 2.3108, grad_norm: 3.4799 2020-08-04 23:38:21,187 - mmaction - INFO - Epoch [168][1560/3757] lr: 2.697e-02, eta: 3 days, 5:02:38, time: 0.815, data_time: 0.025, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6687, loss_cls: 2.5560, loss: 2.5560, grad_norm: 3.6727 2020-08-04 23:38:37,298 - mmaction - INFO - Epoch [168][1580/3757] lr: 2.697e-02, eta: 3 days, 5:02:20, time: 0.806, data_time: 0.019, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6781, loss_cls: 2.5470, loss: 2.5470, grad_norm: 3.6761 2020-08-04 23:38:53,491 - mmaction - INFO - Epoch [168][1600/3757] lr: 2.697e-02, eta: 3 days, 5:02:03, time: 0.809, data_time: 0.024, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6820, loss_cls: 2.4458, loss: 2.4458, grad_norm: 3.5374 2020-08-04 23:39:09,608 - mmaction - INFO - Epoch [168][1620/3757] lr: 2.697e-02, eta: 3 days, 5:01:45, time: 0.806, data_time: 0.020, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6977, loss_cls: 2.4822, loss: 2.4822, grad_norm: 3.6815 2020-08-04 23:39:25,425 - mmaction - INFO - Epoch [168][1640/3757] lr: 2.697e-02, eta: 3 days, 5:01:26, time: 0.790, data_time: 0.007, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7133, loss_cls: 2.4077, loss: 2.4077, grad_norm: 3.5987 2020-08-04 23:39:41,233 - mmaction - INFO - Epoch [168][1660/3757] lr: 2.697e-02, eta: 3 days, 5:01:08, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6852, loss_cls: 2.4795, loss: 2.4795, grad_norm: 3.5600 2020-08-04 23:39:57,040 - mmaction - INFO - Epoch [168][1680/3757] lr: 2.697e-02, eta: 3 days, 5:00:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6750, loss_cls: 2.5008, loss: 2.5008, grad_norm: 3.6768 2020-08-04 23:40:12,807 - mmaction - INFO - Epoch [168][1700/3757] lr: 2.697e-02, eta: 3 days, 5:00:30, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6711, loss_cls: 2.5085, loss: 2.5085, grad_norm: 3.7166 2020-08-04 23:40:28,999 - mmaction - INFO - Epoch [168][1720/3757] lr: 2.697e-02, eta: 3 days, 5:00:13, time: 0.809, data_time: 0.017, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6922, loss_cls: 2.4627, loss: 2.4627, grad_norm: 3.6672 2020-08-04 23:40:45,127 - mmaction - INFO - Epoch [168][1740/3757] lr: 2.697e-02, eta: 3 days, 4:59:55, time: 0.807, data_time: 0.023, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6922, loss_cls: 2.4525, loss: 2.4525, grad_norm: 3.7160 2020-08-04 23:41:01,210 - mmaction - INFO - Epoch [168][1760/3757] lr: 2.697e-02, eta: 3 days, 4:59:37, time: 0.804, data_time: 0.018, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6805, loss_cls: 2.5242, loss: 2.5242, grad_norm: 3.5421 2020-08-04 23:41:17,347 - mmaction - INFO - Epoch [168][1780/3757] lr: 2.697e-02, eta: 3 days, 4:59:19, time: 0.806, data_time: 0.020, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6805, loss_cls: 2.5267, loss: 2.5267, grad_norm: 3.6162 2020-08-04 23:41:33,132 - mmaction - INFO - Epoch [168][1800/3757] lr: 2.697e-02, eta: 3 days, 4:59:00, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7117, loss_cls: 2.3865, loss: 2.3865, grad_norm: 3.6652 2020-08-04 23:41:48,946 - mmaction - INFO - Epoch [168][1820/3757] lr: 2.697e-02, eta: 3 days, 4:58:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6922, loss_cls: 2.3618, loss: 2.3618, grad_norm: 3.6155 2020-08-04 23:42:04,702 - mmaction - INFO - Epoch [168][1840/3757] lr: 2.697e-02, eta: 3 days, 4:58:23, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6656, loss_cls: 2.5318, loss: 2.5318, grad_norm: 3.7161 2020-08-04 23:42:20,523 - mmaction - INFO - Epoch [168][1860/3757] lr: 2.697e-02, eta: 3 days, 4:58:04, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6953, loss_cls: 2.4374, loss: 2.4374, grad_norm: 3.6682 2020-08-04 23:42:36,341 - mmaction - INFO - Epoch [168][1880/3757] lr: 2.697e-02, eta: 3 days, 4:57:46, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6953, loss_cls: 2.4658, loss: 2.4658, grad_norm: 3.6691 2020-08-04 23:42:52,145 - mmaction - INFO - Epoch [168][1900/3757] lr: 2.697e-02, eta: 3 days, 4:57:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6961, loss_cls: 2.4004, loss: 2.4004, grad_norm: 3.5491 2020-08-04 23:43:08,022 - mmaction - INFO - Epoch [168][1920/3757] lr: 2.697e-02, eta: 3 days, 4:57:09, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6977, loss_cls: 2.4250, loss: 2.4250, grad_norm: 3.6011 2020-08-04 23:43:23,779 - mmaction - INFO - Epoch [168][1940/3757] lr: 2.697e-02, eta: 3 days, 4:56:50, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7023, loss_cls: 2.3548, loss: 2.3548, grad_norm: 3.5642 2020-08-04 23:43:39,502 - mmaction - INFO - Epoch [168][1960/3757] lr: 2.697e-02, eta: 3 days, 4:56:31, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6648, loss_cls: 2.5879, loss: 2.5879, grad_norm: 3.7314 2020-08-04 23:43:55,307 - mmaction - INFO - Epoch [168][1980/3757] lr: 2.697e-02, eta: 3 days, 4:56:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6789, loss_cls: 2.5053, loss: 2.5053, grad_norm: 3.6324 2020-08-04 23:44:11,109 - mmaction - INFO - Epoch [168][2000/3757] lr: 2.697e-02, eta: 3 days, 4:55:54, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.4127, loss: 2.4127, grad_norm: 3.5641 2020-08-04 23:44:26,927 - mmaction - INFO - Epoch [168][2020/3757] lr: 2.697e-02, eta: 3 days, 4:55:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6805, loss_cls: 2.4464, loss: 2.4464, grad_norm: 3.6384 2020-08-04 23:44:42,749 - mmaction - INFO - Epoch [168][2040/3757] lr: 2.697e-02, eta: 3 days, 4:55:17, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6797, loss_cls: 2.5244, loss: 2.5244, grad_norm: 3.6083 2020-08-04 23:44:58,560 - mmaction - INFO - Epoch [168][2060/3757] lr: 2.697e-02, eta: 3 days, 4:54:58, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.6953, loss_cls: 2.3850, loss: 2.3850, grad_norm: 3.5627 2020-08-04 23:45:14,414 - mmaction - INFO - Epoch [168][2080/3757] lr: 2.697e-02, eta: 3 days, 4:54:40, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6813, loss_cls: 2.5112, loss: 2.5112, grad_norm: 3.7866 2020-08-04 23:45:30,130 - mmaction - INFO - Epoch [168][2100/3757] lr: 2.697e-02, eta: 3 days, 4:54:21, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7266, loss_cls: 2.3661, loss: 2.3661, grad_norm: 3.5834 2020-08-04 23:45:45,940 - mmaction - INFO - Epoch [168][2120/3757] lr: 2.697e-02, eta: 3 days, 4:54:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7094, loss_cls: 2.3181, loss: 2.3181, grad_norm: 3.6391 2020-08-04 23:46:01,853 - mmaction - INFO - Epoch [168][2140/3757] lr: 2.697e-02, eta: 3 days, 4:53:44, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6820, loss_cls: 2.5421, loss: 2.5421, grad_norm: 3.8424 2020-08-04 23:46:17,652 - mmaction - INFO - Epoch [168][2160/3757] lr: 2.697e-02, eta: 3 days, 4:53:26, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6773, loss_cls: 2.5203, loss: 2.5203, grad_norm: 3.7315 2020-08-04 23:46:33,448 - mmaction - INFO - Epoch [168][2180/3757] lr: 2.697e-02, eta: 3 days, 4:53:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6898, loss_cls: 2.4315, loss: 2.4315, grad_norm: 3.5639 2020-08-04 23:46:49,236 - mmaction - INFO - Epoch [168][2200/3757] lr: 2.697e-02, eta: 3 days, 4:52:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6844, loss_cls: 2.4521, loss: 2.4521, grad_norm: 3.5028 2020-08-04 23:47:05,111 - mmaction - INFO - Epoch [168][2220/3757] lr: 2.697e-02, eta: 3 days, 4:52:30, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4078, top5_acc: 0.6672, loss_cls: 2.5970, loss: 2.5970, grad_norm: 3.6613 2020-08-04 23:47:20,859 - mmaction - INFO - Epoch [168][2240/3757] lr: 2.697e-02, eta: 3 days, 4:52:11, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6836, loss_cls: 2.5626, loss: 2.5626, grad_norm: 3.6290 2020-08-04 23:47:36,694 - mmaction - INFO - Epoch [168][2260/3757] lr: 2.697e-02, eta: 3 days, 4:51:53, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.4147, loss: 2.4147, grad_norm: 3.4999 2020-08-04 23:47:52,483 - mmaction - INFO - Epoch [168][2280/3757] lr: 2.697e-02, eta: 3 days, 4:51:34, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7008, loss_cls: 2.4131, loss: 2.4131, grad_norm: 3.6379 2020-08-04 23:48:08,255 - mmaction - INFO - Epoch [168][2300/3757] lr: 2.697e-02, eta: 3 days, 4:51:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6883, loss_cls: 2.4529, loss: 2.4529, grad_norm: 3.5523 2020-08-04 23:48:24,030 - mmaction - INFO - Epoch [168][2320/3757] lr: 2.697e-02, eta: 3 days, 4:50:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6781, loss_cls: 2.5275, loss: 2.5275, grad_norm: 3.6353 2020-08-04 23:48:39,828 - mmaction - INFO - Epoch [168][2340/3757] lr: 2.697e-02, eta: 3 days, 4:50:38, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6914, loss_cls: 2.4617, loss: 2.4617, grad_norm: 3.7139 2020-08-04 23:48:55,641 - mmaction - INFO - Epoch [168][2360/3757] lr: 2.697e-02, eta: 3 days, 4:50:20, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.5318, loss: 2.5318, grad_norm: 3.7233 2020-08-04 23:49:11,431 - mmaction - INFO - Epoch [168][2380/3757] lr: 2.697e-02, eta: 3 days, 4:50:01, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6766, loss_cls: 2.4669, loss: 2.4669, grad_norm: 3.5750 2020-08-04 23:49:27,264 - mmaction - INFO - Epoch [168][2400/3757] lr: 2.697e-02, eta: 3 days, 4:49:42, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6977, loss_cls: 2.4450, loss: 2.4450, grad_norm: 3.5651 2020-08-04 23:49:43,005 - mmaction - INFO - Epoch [168][2420/3757] lr: 2.697e-02, eta: 3 days, 4:49:24, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4117, top5_acc: 0.6672, loss_cls: 2.6089, loss: 2.6089, grad_norm: 3.7797 2020-08-04 23:49:58,798 - mmaction - INFO - Epoch [168][2440/3757] lr: 2.697e-02, eta: 3 days, 4:49:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6922, loss_cls: 2.5078, loss: 2.5078, grad_norm: 3.6383 2020-08-04 23:50:14,587 - mmaction - INFO - Epoch [168][2460/3757] lr: 2.697e-02, eta: 3 days, 4:48:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6883, loss_cls: 2.4417, loss: 2.4417, grad_norm: 3.5122 2020-08-04 23:50:30,496 - mmaction - INFO - Epoch [168][2480/3757] lr: 2.697e-02, eta: 3 days, 4:48:28, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6937, loss_cls: 2.4176, loss: 2.4176, grad_norm: 3.5505 2020-08-04 23:50:46,361 - mmaction - INFO - Epoch [168][2500/3757] lr: 2.697e-02, eta: 3 days, 4:48:10, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6672, loss_cls: 2.5453, loss: 2.5453, grad_norm: 3.7165 2020-08-04 23:51:02,020 - mmaction - INFO - Epoch [168][2520/3757] lr: 2.697e-02, eta: 3 days, 4:47:51, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6914, loss_cls: 2.3828, loss: 2.3828, grad_norm: 3.6402 2020-08-04 23:51:17,845 - mmaction - INFO - Epoch [168][2540/3757] lr: 2.697e-02, eta: 3 days, 4:47:32, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6836, loss_cls: 2.4691, loss: 2.4691, grad_norm: 3.5695 2020-08-04 23:51:33,589 - mmaction - INFO - Epoch [168][2560/3757] lr: 2.697e-02, eta: 3 days, 4:47:14, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7047, loss_cls: 2.3512, loss: 2.3512, grad_norm: 3.5553 2020-08-04 23:51:49,353 - mmaction - INFO - Epoch [168][2580/3757] lr: 2.697e-02, eta: 3 days, 4:46:55, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.7000, loss_cls: 2.4359, loss: 2.4359, grad_norm: 3.6546 2020-08-04 23:52:05,161 - mmaction - INFO - Epoch [168][2600/3757] lr: 2.697e-02, eta: 3 days, 4:46:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7016, loss_cls: 2.4035, loss: 2.4035, grad_norm: 3.5872 2020-08-04 23:52:21,090 - mmaction - INFO - Epoch [168][2620/3757] lr: 2.697e-02, eta: 3 days, 4:46:18, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7016, loss_cls: 2.4175, loss: 2.4175, grad_norm: 3.6691 2020-08-04 23:52:36,964 - mmaction - INFO - Epoch [168][2640/3757] lr: 2.697e-02, eta: 3 days, 4:46:00, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.4111, loss: 2.4111, grad_norm: 3.6827 2020-08-04 23:52:52,750 - mmaction - INFO - Epoch [168][2660/3757] lr: 2.697e-02, eta: 3 days, 4:45:41, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6867, loss_cls: 2.4588, loss: 2.4588, grad_norm: 3.7100 2020-08-04 23:53:08,562 - mmaction - INFO - Epoch [168][2680/3757] lr: 2.697e-02, eta: 3 days, 4:45:23, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7063, loss_cls: 2.4073, loss: 2.4073, grad_norm: 3.6316 2020-08-04 23:53:24,279 - mmaction - INFO - Epoch [168][2700/3757] lr: 2.697e-02, eta: 3 days, 4:45:04, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6984, loss_cls: 2.4522, loss: 2.4522, grad_norm: 3.7142 2020-08-04 23:53:39,966 - mmaction - INFO - Epoch [168][2720/3757] lr: 2.697e-02, eta: 3 days, 4:44:45, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4828, top5_acc: 0.6984, loss_cls: 2.3447, loss: 2.3447, grad_norm: 3.5935 2020-08-04 23:53:55,807 - mmaction - INFO - Epoch [168][2740/3757] lr: 2.697e-02, eta: 3 days, 4:44:27, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6852, loss_cls: 2.4812, loss: 2.4812, grad_norm: 3.6880 2020-08-04 23:54:11,581 - mmaction - INFO - Epoch [168][2760/3757] lr: 2.697e-02, eta: 3 days, 4:44:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6844, loss_cls: 2.5292, loss: 2.5292, grad_norm: 3.7064 2020-08-04 23:54:27,430 - mmaction - INFO - Epoch [168][2780/3757] lr: 2.697e-02, eta: 3 days, 4:43:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.6875, loss_cls: 2.3697, loss: 2.3697, grad_norm: 3.5463 2020-08-04 23:54:43,177 - mmaction - INFO - Epoch [168][2800/3757] lr: 2.697e-02, eta: 3 days, 4:43:31, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7070, loss_cls: 2.3876, loss: 2.3876, grad_norm: 3.6680 2020-08-04 23:54:59,024 - mmaction - INFO - Epoch [168][2820/3757] lr: 2.697e-02, eta: 3 days, 4:43:12, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7016, loss_cls: 2.4274, loss: 2.4274, grad_norm: 3.7310 2020-08-04 23:55:14,808 - mmaction - INFO - Epoch [168][2840/3757] lr: 2.697e-02, eta: 3 days, 4:42:54, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6727, loss_cls: 2.5193, loss: 2.5193, grad_norm: 3.6726 2020-08-04 23:55:30,658 - mmaction - INFO - Epoch [168][2860/3757] lr: 2.697e-02, eta: 3 days, 4:42:35, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6672, loss_cls: 2.5520, loss: 2.5520, grad_norm: 3.6457 2020-08-04 23:55:46,811 - mmaction - INFO - Epoch [168][2880/3757] lr: 2.697e-02, eta: 3 days, 4:42:17, time: 0.807, data_time: 0.016, memory: 6192, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.4229, loss: 2.4229, grad_norm: 3.5767 2020-08-04 23:56:02,583 - mmaction - INFO - Epoch [168][2900/3757] lr: 2.697e-02, eta: 3 days, 4:41:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4102, top5_acc: 0.6672, loss_cls: 2.5427, loss: 2.5427, grad_norm: 3.7549 2020-08-04 23:56:18,466 - mmaction - INFO - Epoch [168][2920/3757] lr: 2.697e-02, eta: 3 days, 4:41:40, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7289, loss_cls: 2.3075, loss: 2.3075, grad_norm: 3.5869 2020-08-04 23:56:34,196 - mmaction - INFO - Epoch [168][2940/3757] lr: 2.697e-02, eta: 3 days, 4:41:22, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6828, loss_cls: 2.4846, loss: 2.4846, grad_norm: 3.7922 2020-08-04 23:56:50,057 - mmaction - INFO - Epoch [168][2960/3757] lr: 2.697e-02, eta: 3 days, 4:41:03, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6617, loss_cls: 2.5813, loss: 2.5813, grad_norm: 3.6778 2020-08-04 23:57:05,761 - mmaction - INFO - Epoch [168][2980/3757] lr: 2.697e-02, eta: 3 days, 4:40:44, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6711, loss_cls: 2.4938, loss: 2.4938, grad_norm: 3.6174 2020-08-04 23:57:21,527 - mmaction - INFO - Epoch [168][3000/3757] lr: 2.697e-02, eta: 3 days, 4:40:26, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6875, loss_cls: 2.5011, loss: 2.5011, grad_norm: 3.7095 2020-08-04 23:57:37,239 - mmaction - INFO - Epoch [168][3020/3757] lr: 2.697e-02, eta: 3 days, 4:40:07, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6781, loss_cls: 2.5287, loss: 2.5287, grad_norm: 3.6035 2020-08-04 23:57:53,125 - mmaction - INFO - Epoch [168][3040/3757] lr: 2.697e-02, eta: 3 days, 4:39:49, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6641, loss_cls: 2.5244, loss: 2.5244, grad_norm: 3.6191 2020-08-04 23:58:08,903 - mmaction - INFO - Epoch [168][3060/3757] lr: 2.697e-02, eta: 3 days, 4:39:30, time: 0.790, data_time: 0.007, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6641, loss_cls: 2.5561, loss: 2.5561, grad_norm: 3.6448 2020-08-04 23:58:24,769 - mmaction - INFO - Epoch [168][3080/3757] lr: 2.697e-02, eta: 3 days, 4:39:12, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7023, loss_cls: 2.4152, loss: 2.4152, grad_norm: 3.7036 2020-08-04 23:58:40,410 - mmaction - INFO - Epoch [168][3100/3757] lr: 2.697e-02, eta: 3 days, 4:38:53, time: 0.781, data_time: 0.001, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6922, loss_cls: 2.4562, loss: 2.4562, grad_norm: 3.6623 2020-08-04 23:58:56,167 - mmaction - INFO - Epoch [168][3120/3757] lr: 2.697e-02, eta: 3 days, 4:38:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4086, top5_acc: 0.6680, loss_cls: 2.5996, loss: 2.5996, grad_norm: 3.5299 2020-08-04 23:59:11,949 - mmaction - INFO - Epoch [168][3140/3757] lr: 2.697e-02, eta: 3 days, 4:38:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7188, loss_cls: 2.3368, loss: 2.3368, grad_norm: 3.4874 2020-08-04 23:59:27,789 - mmaction - INFO - Epoch [168][3160/3757] lr: 2.697e-02, eta: 3 days, 4:37:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6727, loss_cls: 2.5608, loss: 2.5608, grad_norm: 3.7138 2020-08-04 23:59:43,623 - mmaction - INFO - Epoch [168][3180/3757] lr: 2.697e-02, eta: 3 days, 4:37:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7172, loss_cls: 2.3869, loss: 2.3869, grad_norm: 3.6456 2020-08-04 23:59:59,414 - mmaction - INFO - Epoch [168][3200/3757] lr: 2.697e-02, eta: 3 days, 4:37:20, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6922, loss_cls: 2.4653, loss: 2.4653, grad_norm: 3.7413 2020-08-05 00:00:19,610 - mmaction - INFO - Epoch [168][3220/3757] lr: 2.697e-02, eta: 3 days, 4:37:11, time: 0.997, data_time: 0.009, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6914, loss_cls: 2.4370, loss: 2.4370, grad_norm: 3.6740 2020-08-05 00:00:35,565 - mmaction - INFO - Epoch [168][3240/3757] lr: 2.697e-02, eta: 3 days, 4:36:53, time: 0.812, data_time: 0.023, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6820, loss_cls: 2.4996, loss: 2.4996, grad_norm: 3.6855 2020-08-05 00:00:51,366 - mmaction - INFO - Epoch [168][3260/3757] lr: 2.697e-02, eta: 3 days, 4:36:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6937, loss_cls: 2.4571, loss: 2.4571, grad_norm: 3.6126 2020-08-05 00:01:07,131 - mmaction - INFO - Epoch [168][3280/3757] lr: 2.697e-02, eta: 3 days, 4:36:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6766, loss_cls: 2.4643, loss: 2.4643, grad_norm: 3.5771 2020-08-05 00:01:22,925 - mmaction - INFO - Epoch [168][3300/3757] lr: 2.697e-02, eta: 3 days, 4:35:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6727, loss_cls: 2.5702, loss: 2.5702, grad_norm: 3.6586 2020-08-05 00:01:38,626 - mmaction - INFO - Epoch [168][3320/3757] lr: 2.697e-02, eta: 3 days, 4:35:38, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6633, loss_cls: 2.6143, loss: 2.6143, grad_norm: 3.6488 2020-08-05 00:01:54,423 - mmaction - INFO - Epoch [168][3340/3757] lr: 2.697e-02, eta: 3 days, 4:35:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.7008, loss_cls: 2.4393, loss: 2.4393, grad_norm: 3.6043 2020-08-05 00:02:10,236 - mmaction - INFO - Epoch [168][3360/3757] lr: 2.697e-02, eta: 3 days, 4:35:01, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6813, loss_cls: 2.5234, loss: 2.5234, grad_norm: 3.6593 2020-08-05 00:02:26,003 - mmaction - INFO - Epoch [168][3380/3757] lr: 2.697e-02, eta: 3 days, 4:34:43, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6836, loss_cls: 2.4846, loss: 2.4846, grad_norm: 3.6671 2020-08-05 00:02:41,767 - mmaction - INFO - Epoch [168][3400/3757] lr: 2.697e-02, eta: 3 days, 4:34:24, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6891, loss_cls: 2.4667, loss: 2.4667, grad_norm: 3.5788 2020-08-05 00:02:57,614 - mmaction - INFO - Epoch [168][3420/3757] lr: 2.697e-02, eta: 3 days, 4:34:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6875, loss_cls: 2.4696, loss: 2.4696, grad_norm: 3.6117 2020-08-05 00:03:13,422 - mmaction - INFO - Epoch [168][3440/3757] lr: 2.697e-02, eta: 3 days, 4:33:47, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6937, loss_cls: 2.4576, loss: 2.4576, grad_norm: 3.6503 2020-08-05 00:03:29,180 - mmaction - INFO - Epoch [168][3460/3757] lr: 2.697e-02, eta: 3 days, 4:33:28, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6766, loss_cls: 2.5620, loss: 2.5620, grad_norm: 3.6569 2020-08-05 00:03:44,896 - mmaction - INFO - Epoch [168][3480/3757] lr: 2.697e-02, eta: 3 days, 4:33:10, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.3860, loss: 2.3860, grad_norm: 3.6080 2020-08-05 00:04:00,612 - mmaction - INFO - Epoch [168][3500/3757] lr: 2.697e-02, eta: 3 days, 4:32:51, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6828, loss_cls: 2.4531, loss: 2.4531, grad_norm: 3.5778 2020-08-05 00:04:16,394 - mmaction - INFO - Epoch [168][3520/3757] lr: 2.697e-02, eta: 3 days, 4:32:32, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6602, loss_cls: 2.6115, loss: 2.6115, grad_norm: 3.6326 2020-08-05 00:04:32,162 - mmaction - INFO - Epoch [168][3540/3757] lr: 2.697e-02, eta: 3 days, 4:32:14, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6883, loss_cls: 2.5167, loss: 2.5167, grad_norm: 3.5884 2020-08-05 00:04:47,994 - mmaction - INFO - Epoch [168][3560/3757] lr: 2.697e-02, eta: 3 days, 4:31:55, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6961, loss_cls: 2.4237, loss: 2.4237, grad_norm: 3.5444 2020-08-05 00:05:03,848 - mmaction - INFO - Epoch [168][3580/3757] lr: 2.697e-02, eta: 3 days, 4:31:37, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.7023, loss_cls: 2.4773, loss: 2.4773, grad_norm: 3.7205 2020-08-05 00:05:19,572 - mmaction - INFO - Epoch [168][3600/3757] lr: 2.697e-02, eta: 3 days, 4:31:18, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6734, loss_cls: 2.5447, loss: 2.5447, grad_norm: 3.8051 2020-08-05 00:05:35,274 - mmaction - INFO - Epoch [168][3620/3757] lr: 2.697e-02, eta: 3 days, 4:30:59, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6875, loss_cls: 2.5058, loss: 2.5058, grad_norm: 3.6692 2020-08-05 00:05:50,953 - mmaction - INFO - Epoch [168][3640/3757] lr: 2.697e-02, eta: 3 days, 4:30:41, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6945, loss_cls: 2.4281, loss: 2.4281, grad_norm: 3.5603 2020-08-05 00:06:06,706 - mmaction - INFO - Epoch [168][3660/3757] lr: 2.697e-02, eta: 3 days, 4:30:22, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6562, loss_cls: 2.6242, loss: 2.6242, grad_norm: 3.7167 2020-08-05 00:06:22,358 - mmaction - INFO - Epoch [168][3680/3757] lr: 2.697e-02, eta: 3 days, 4:30:03, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6828, loss_cls: 2.4379, loss: 2.4379, grad_norm: 3.5316 2020-08-05 00:06:38,375 - mmaction - INFO - Epoch [168][3700/3757] lr: 2.697e-02, eta: 3 days, 4:29:45, time: 0.801, data_time: 0.014, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6898, loss_cls: 2.4752, loss: 2.4752, grad_norm: 3.6455 2020-08-05 00:06:54,091 - mmaction - INFO - Epoch [168][3720/3757] lr: 2.697e-02, eta: 3 days, 4:29:26, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6664, loss_cls: 2.5822, loss: 2.5822, grad_norm: 3.5832 2020-08-05 00:07:09,908 - mmaction - INFO - Epoch [168][3740/3757] lr: 2.697e-02, eta: 3 days, 4:29:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6797, loss_cls: 2.5054, loss: 2.5054, grad_norm: 3.6149 2020-08-05 00:07:37,765 - mmaction - INFO - Saving checkpoint at 168 epochs 2020-08-05 00:11:05,372 - mmaction - INFO - Epoch [169][20/3757] lr: 2.643e-02, eta: 3 days, 4:34:59, time: 10.231, data_time: 9.363, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7109, loss_cls: 2.4231, loss: 2.4231, grad_norm: 3.5663 2020-08-05 00:11:21,285 - mmaction - INFO - Epoch [169][40/3757] lr: 2.643e-02, eta: 3 days, 4:34:41, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6945, loss_cls: 2.4585, loss: 2.4585, grad_norm: 3.7284 2020-08-05 00:11:37,006 - mmaction - INFO - Epoch [169][60/3757] lr: 2.643e-02, eta: 3 days, 4:34:22, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7148, loss_cls: 2.3986, loss: 2.3986, grad_norm: 3.6220 2020-08-05 00:11:52,841 - mmaction - INFO - Epoch [169][80/3757] lr: 2.643e-02, eta: 3 days, 4:34:04, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6898, loss_cls: 2.5141, loss: 2.5141, grad_norm: 3.5950 2020-08-05 00:12:08,577 - mmaction - INFO - Epoch [169][100/3757] lr: 2.643e-02, eta: 3 days, 4:33:45, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6867, loss_cls: 2.4455, loss: 2.4455, grad_norm: 3.6175 2020-08-05 00:12:24,357 - mmaction - INFO - Epoch [169][120/3757] lr: 2.643e-02, eta: 3 days, 4:33:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6641, loss_cls: 2.5688, loss: 2.5688, grad_norm: 3.6631 2020-08-05 00:12:40,266 - mmaction - INFO - Epoch [169][140/3757] lr: 2.643e-02, eta: 3 days, 4:33:08, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6898, loss_cls: 2.4553, loss: 2.4553, grad_norm: 3.5660 2020-08-05 00:12:55,994 - mmaction - INFO - Epoch [169][160/3757] lr: 2.643e-02, eta: 3 days, 4:32:49, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7133, loss_cls: 2.3895, loss: 2.3895, grad_norm: 3.7212 2020-08-05 00:13:11,750 - mmaction - INFO - Epoch [169][180/3757] lr: 2.643e-02, eta: 3 days, 4:32:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.7031, loss_cls: 2.3937, loss: 2.3937, grad_norm: 3.6229 2020-08-05 00:13:27,516 - mmaction - INFO - Epoch [169][200/3757] lr: 2.643e-02, eta: 3 days, 4:32:12, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7258, loss_cls: 2.2813, loss: 2.2813, grad_norm: 3.5518 2020-08-05 00:13:43,349 - mmaction - INFO - Epoch [169][220/3757] lr: 2.643e-02, eta: 3 days, 4:31:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6891, loss_cls: 2.4296, loss: 2.4296, grad_norm: 3.6547 2020-08-05 00:13:59,219 - mmaction - INFO - Epoch [169][240/3757] lr: 2.643e-02, eta: 3 days, 4:31:35, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6719, loss_cls: 2.5587, loss: 2.5587, grad_norm: 3.6777 2020-08-05 00:14:15,049 - mmaction - INFO - Epoch [169][260/3757] lr: 2.643e-02, eta: 3 days, 4:31:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6922, loss_cls: 2.4322, loss: 2.4322, grad_norm: 3.6741 2020-08-05 00:14:30,847 - mmaction - INFO - Epoch [169][280/3757] lr: 2.643e-02, eta: 3 days, 4:30:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7141, loss_cls: 2.3443, loss: 2.3443, grad_norm: 3.6768 2020-08-05 00:14:46,692 - mmaction - INFO - Epoch [169][300/3757] lr: 2.643e-02, eta: 3 days, 4:30:39, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7164, loss_cls: 2.2839, loss: 2.2839, grad_norm: 3.4660 2020-08-05 00:15:02,523 - mmaction - INFO - Epoch [169][320/3757] lr: 2.643e-02, eta: 3 days, 4:30:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6758, loss_cls: 2.5274, loss: 2.5274, grad_norm: 3.7428 2020-08-05 00:15:18,280 - mmaction - INFO - Epoch [169][340/3757] lr: 2.643e-02, eta: 3 days, 4:30:02, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7102, loss_cls: 2.2953, loss: 2.2953, grad_norm: 3.6481 2020-08-05 00:15:34,457 - mmaction - INFO - Epoch [169][360/3757] lr: 2.643e-02, eta: 3 days, 4:29:44, time: 0.810, data_time: 0.005, memory: 6192, top1_acc: 0.4375, top5_acc: 0.7055, loss_cls: 2.3765, loss: 2.3765, grad_norm: 3.7555 2020-08-05 00:15:50,193 - mmaction - INFO - Epoch [169][380/3757] lr: 2.643e-02, eta: 3 days, 4:29:25, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4461, top5_acc: 0.7047, loss_cls: 2.4042, loss: 2.4042, grad_norm: 3.7294 2020-08-05 00:16:05,992 - mmaction - INFO - Epoch [169][400/3757] lr: 2.643e-02, eta: 3 days, 4:29:07, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6875, loss_cls: 2.4177, loss: 2.4177, grad_norm: 3.6643 2020-08-05 00:16:21,808 - mmaction - INFO - Epoch [169][420/3757] lr: 2.643e-02, eta: 3 days, 4:28:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6617, loss_cls: 2.6014, loss: 2.6014, grad_norm: 3.8546 2020-08-05 00:16:37,576 - mmaction - INFO - Epoch [169][440/3757] lr: 2.643e-02, eta: 3 days, 4:28:29, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7352, loss_cls: 2.2001, loss: 2.2001, grad_norm: 3.5382 2020-08-05 00:16:53,682 - mmaction - INFO - Epoch [169][460/3757] lr: 2.643e-02, eta: 3 days, 4:28:12, time: 0.805, data_time: 0.016, memory: 6192, top1_acc: 0.4320, top5_acc: 0.7086, loss_cls: 2.4500, loss: 2.4500, grad_norm: 3.7504 2020-08-05 00:17:09,451 - mmaction - INFO - Epoch [169][480/3757] lr: 2.643e-02, eta: 3 days, 4:27:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6898, loss_cls: 2.4593, loss: 2.4593, grad_norm: 3.5286 2020-08-05 00:17:25,227 - mmaction - INFO - Epoch [169][500/3757] lr: 2.643e-02, eta: 3 days, 4:27:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7055, loss_cls: 2.3944, loss: 2.3944, grad_norm: 3.6494 2020-08-05 00:17:41,079 - mmaction - INFO - Epoch [169][520/3757] lr: 2.643e-02, eta: 3 days, 4:27:16, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6664, loss_cls: 2.5397, loss: 2.5397, grad_norm: 3.6693 2020-08-05 00:17:56,908 - mmaction - INFO - Epoch [169][540/3757] lr: 2.643e-02, eta: 3 days, 4:26:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7109, loss_cls: 2.3636, loss: 2.3636, grad_norm: 3.6037 2020-08-05 00:18:12,769 - mmaction - INFO - Epoch [169][560/3757] lr: 2.643e-02, eta: 3 days, 4:26:39, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4453, top5_acc: 0.7016, loss_cls: 2.4350, loss: 2.4350, grad_norm: 3.6348 2020-08-05 00:18:28,436 - mmaction - INFO - Epoch [169][580/3757] lr: 2.643e-02, eta: 3 days, 4:26:20, time: 0.784, data_time: 0.002, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6891, loss_cls: 2.4001, loss: 2.4001, grad_norm: 3.6829 2020-08-05 00:18:44,285 - mmaction - INFO - Epoch [169][600/3757] lr: 2.643e-02, eta: 3 days, 4:26:01, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6719, loss_cls: 2.4662, loss: 2.4662, grad_norm: 3.6217 2020-08-05 00:19:00,077 - mmaction - INFO - Epoch [169][620/3757] lr: 2.643e-02, eta: 3 days, 4:25:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7164, loss_cls: 2.3486, loss: 2.3486, grad_norm: 3.5292 2020-08-05 00:19:15,862 - mmaction - INFO - Epoch [169][640/3757] lr: 2.643e-02, eta: 3 days, 4:25:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6898, loss_cls: 2.4881, loss: 2.4881, grad_norm: 3.6847 2020-08-05 00:19:31,740 - mmaction - INFO - Epoch [169][660/3757] lr: 2.643e-02, eta: 3 days, 4:25:06, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7070, loss_cls: 2.3790, loss: 2.3790, grad_norm: 3.6723 2020-08-05 00:19:47,420 - mmaction - INFO - Epoch [169][680/3757] lr: 2.643e-02, eta: 3 days, 4:24:47, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6914, loss_cls: 2.4522, loss: 2.4522, grad_norm: 3.6465 2020-08-05 00:20:03,257 - mmaction - INFO - Epoch [169][700/3757] lr: 2.643e-02, eta: 3 days, 4:24:28, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6953, loss_cls: 2.4045, loss: 2.4045, grad_norm: 3.6590 2020-08-05 00:20:18,976 - mmaction - INFO - Epoch [169][720/3757] lr: 2.643e-02, eta: 3 days, 4:24:10, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6922, loss_cls: 2.4148, loss: 2.4148, grad_norm: 3.6303 2020-08-05 00:20:34,729 - mmaction - INFO - Epoch [169][740/3757] lr: 2.643e-02, eta: 3 days, 4:23:51, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6977, loss_cls: 2.4313, loss: 2.4313, grad_norm: 3.6617 2020-08-05 00:20:50,572 - mmaction - INFO - Epoch [169][760/3757] lr: 2.643e-02, eta: 3 days, 4:23:32, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6789, loss_cls: 2.4843, loss: 2.4843, grad_norm: 3.8516 2020-08-05 00:21:06,320 - mmaction - INFO - Epoch [169][780/3757] lr: 2.643e-02, eta: 3 days, 4:23:14, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6992, loss_cls: 2.4286, loss: 2.4286, grad_norm: 3.7614 2020-08-05 00:21:22,154 - mmaction - INFO - Epoch [169][800/3757] lr: 2.643e-02, eta: 3 days, 4:22:55, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6914, loss_cls: 2.4283, loss: 2.4283, grad_norm: 3.6481 2020-08-05 00:21:37,895 - mmaction - INFO - Epoch [169][820/3757] lr: 2.643e-02, eta: 3 days, 4:22:37, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6891, loss_cls: 2.3940, loss: 2.3940, grad_norm: 3.6104 2020-08-05 00:21:53,741 - mmaction - INFO - Epoch [169][840/3757] lr: 2.643e-02, eta: 3 days, 4:22:18, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7086, loss_cls: 2.3256, loss: 2.3256, grad_norm: 3.6179 2020-08-05 00:22:09,546 - mmaction - INFO - Epoch [169][860/3757] lr: 2.643e-02, eta: 3 days, 4:21:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6867, loss_cls: 2.4708, loss: 2.4708, grad_norm: 3.7206 2020-08-05 00:22:25,332 - mmaction - INFO - Epoch [169][880/3757] lr: 2.643e-02, eta: 3 days, 4:21:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7234, loss_cls: 2.3178, loss: 2.3178, grad_norm: 3.6676 2020-08-05 00:22:41,108 - mmaction - INFO - Epoch [169][900/3757] lr: 2.643e-02, eta: 3 days, 4:21:22, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.4387, loss: 2.4387, grad_norm: 3.7081 2020-08-05 00:22:56,953 - mmaction - INFO - Epoch [169][920/3757] lr: 2.643e-02, eta: 3 days, 4:21:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7055, loss_cls: 2.4104, loss: 2.4104, grad_norm: 3.6156 2020-08-05 00:23:12,822 - mmaction - INFO - Epoch [169][940/3757] lr: 2.643e-02, eta: 3 days, 4:20:45, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7070, loss_cls: 2.3603, loss: 2.3603, grad_norm: 3.6714 2020-08-05 00:23:28,607 - mmaction - INFO - Epoch [169][960/3757] lr: 2.643e-02, eta: 3 days, 4:20:27, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7063, loss_cls: 2.3787, loss: 2.3787, grad_norm: 3.7217 2020-08-05 00:23:44,379 - mmaction - INFO - Epoch [169][980/3757] lr: 2.643e-02, eta: 3 days, 4:20:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.6977, loss_cls: 2.4232, loss: 2.4232, grad_norm: 3.5976 2020-08-05 00:24:00,169 - mmaction - INFO - Epoch [169][1000/3757] lr: 2.643e-02, eta: 3 days, 4:19:49, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.7117, loss_cls: 2.3586, loss: 2.3586, grad_norm: 3.5433 2020-08-05 00:24:16,069 - mmaction - INFO - Epoch [169][1020/3757] lr: 2.643e-02, eta: 3 days, 4:19:31, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7109, loss_cls: 2.3733, loss: 2.3733, grad_norm: 3.6704 2020-08-05 00:24:31,866 - mmaction - INFO - Epoch [169][1040/3757] lr: 2.643e-02, eta: 3 days, 4:19:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6828, loss_cls: 2.4992, loss: 2.4992, grad_norm: 3.6882 2020-08-05 00:24:47,685 - mmaction - INFO - Epoch [169][1060/3757] lr: 2.643e-02, eta: 3 days, 4:18:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6867, loss_cls: 2.4832, loss: 2.4832, grad_norm: 3.6907 2020-08-05 00:25:03,505 - mmaction - INFO - Epoch [169][1080/3757] lr: 2.643e-02, eta: 3 days, 4:18:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6578, loss_cls: 2.5635, loss: 2.5635, grad_norm: 3.7410 2020-08-05 00:25:19,306 - mmaction - INFO - Epoch [169][1100/3757] lr: 2.643e-02, eta: 3 days, 4:18:17, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6992, loss_cls: 2.3716, loss: 2.3716, grad_norm: 3.6412 2020-08-05 00:25:35,166 - mmaction - INFO - Epoch [169][1120/3757] lr: 2.643e-02, eta: 3 days, 4:17:58, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6883, loss_cls: 2.4677, loss: 2.4677, grad_norm: 3.6750 2020-08-05 00:25:50,952 - mmaction - INFO - Epoch [169][1140/3757] lr: 2.643e-02, eta: 3 days, 4:17:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6961, loss_cls: 2.4187, loss: 2.4187, grad_norm: 3.7811 2020-08-05 00:26:06,784 - mmaction - INFO - Epoch [169][1160/3757] lr: 2.643e-02, eta: 3 days, 4:17:21, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.7031, loss_cls: 2.4634, loss: 2.4634, grad_norm: 3.7066 2020-08-05 00:26:22,590 - mmaction - INFO - Epoch [169][1180/3757] lr: 2.643e-02, eta: 3 days, 4:17:03, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.4484, loss: 2.4484, grad_norm: 3.7094 2020-08-05 00:26:38,457 - mmaction - INFO - Epoch [169][1200/3757] lr: 2.643e-02, eta: 3 days, 4:16:44, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6945, loss_cls: 2.4931, loss: 2.4931, grad_norm: 3.6218 2020-08-05 00:26:54,220 - mmaction - INFO - Epoch [169][1220/3757] lr: 2.643e-02, eta: 3 days, 4:16:26, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6891, loss_cls: 2.4958, loss: 2.4958, grad_norm: 3.7172 2020-08-05 00:27:10,052 - mmaction - INFO - Epoch [169][1240/3757] lr: 2.643e-02, eta: 3 days, 4:16:07, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6992, loss_cls: 2.3807, loss: 2.3807, grad_norm: 3.6546 2020-08-05 00:27:25,855 - mmaction - INFO - Epoch [169][1260/3757] lr: 2.643e-02, eta: 3 days, 4:15:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6883, loss_cls: 2.4928, loss: 2.4928, grad_norm: 3.7656 2020-08-05 00:27:41,707 - mmaction - INFO - Epoch [169][1280/3757] lr: 2.643e-02, eta: 3 days, 4:15:30, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.6171, loss: 2.6171, grad_norm: 3.7715 2020-08-05 00:27:57,594 - mmaction - INFO - Epoch [169][1300/3757] lr: 2.643e-02, eta: 3 days, 4:15:12, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.4080, loss: 2.4080, grad_norm: 3.5604 2020-08-05 00:28:13,355 - mmaction - INFO - Epoch [169][1320/3757] lr: 2.643e-02, eta: 3 days, 4:14:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6891, loss_cls: 2.4319, loss: 2.4319, grad_norm: 3.6840 2020-08-05 00:28:29,097 - mmaction - INFO - Epoch [169][1340/3757] lr: 2.643e-02, eta: 3 days, 4:14:34, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4641, top5_acc: 0.6984, loss_cls: 2.3561, loss: 2.3561, grad_norm: 3.5899 2020-08-05 00:28:44,847 - mmaction - INFO - Epoch [169][1360/3757] lr: 2.643e-02, eta: 3 days, 4:14:16, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7141, loss_cls: 2.3423, loss: 2.3423, grad_norm: 3.7029 2020-08-05 00:29:00,707 - mmaction - INFO - Epoch [169][1380/3757] lr: 2.643e-02, eta: 3 days, 4:13:57, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6891, loss_cls: 2.4699, loss: 2.4699, grad_norm: 3.6070 2020-08-05 00:29:16,494 - mmaction - INFO - Epoch [169][1400/3757] lr: 2.643e-02, eta: 3 days, 4:13:39, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6664, loss_cls: 2.5531, loss: 2.5531, grad_norm: 3.8111 2020-08-05 00:29:32,306 - mmaction - INFO - Epoch [169][1420/3757] lr: 2.643e-02, eta: 3 days, 4:13:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6742, loss_cls: 2.5412, loss: 2.5412, grad_norm: 3.6121 2020-08-05 00:29:48,121 - mmaction - INFO - Epoch [169][1440/3757] lr: 2.643e-02, eta: 3 days, 4:13:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6992, loss_cls: 2.4381, loss: 2.4381, grad_norm: 3.7542 2020-08-05 00:30:04,019 - mmaction - INFO - Epoch [169][1460/3757] lr: 2.643e-02, eta: 3 days, 4:12:43, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6961, loss_cls: 2.4396, loss: 2.4396, grad_norm: 3.7301 2020-08-05 00:30:19,793 - mmaction - INFO - Epoch [169][1480/3757] lr: 2.643e-02, eta: 3 days, 4:12:25, time: 0.789, data_time: 0.007, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6789, loss_cls: 2.4889, loss: 2.4889, grad_norm: 3.6986 2020-08-05 00:30:35,552 - mmaction - INFO - Epoch [169][1500/3757] lr: 2.643e-02, eta: 3 days, 4:12:06, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6797, loss_cls: 2.4994, loss: 2.4994, grad_norm: 3.7159 2020-08-05 00:30:51,341 - mmaction - INFO - Epoch [169][1520/3757] lr: 2.643e-02, eta: 3 days, 4:11:47, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7016, loss_cls: 2.3962, loss: 2.3962, grad_norm: 3.6894 2020-08-05 00:31:07,149 - mmaction - INFO - Epoch [169][1540/3757] lr: 2.643e-02, eta: 3 days, 4:11:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6992, loss_cls: 2.3743, loss: 2.3743, grad_norm: 3.6113 2020-08-05 00:31:22,931 - mmaction - INFO - Epoch [169][1560/3757] lr: 2.643e-02, eta: 3 days, 4:11:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6828, loss_cls: 2.4639, loss: 2.4639, grad_norm: 3.6421 2020-08-05 00:31:38,857 - mmaction - INFO - Epoch [169][1580/3757] lr: 2.643e-02, eta: 3 days, 4:10:52, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6797, loss_cls: 2.4727, loss: 2.4727, grad_norm: 3.5680 2020-08-05 00:31:54,543 - mmaction - INFO - Epoch [169][1600/3757] lr: 2.643e-02, eta: 3 days, 4:10:33, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6844, loss_cls: 2.4742, loss: 2.4742, grad_norm: 3.6702 2020-08-05 00:32:11,141 - mmaction - INFO - Epoch [169][1620/3757] lr: 2.643e-02, eta: 3 days, 4:10:16, time: 0.829, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6914, loss_cls: 2.4940, loss: 2.4940, grad_norm: 3.8022 2020-08-05 00:32:27,051 - mmaction - INFO - Epoch [169][1640/3757] lr: 2.643e-02, eta: 3 days, 4:09:58, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6961, loss_cls: 2.4048, loss: 2.4048, grad_norm: 3.6922 2020-08-05 00:32:42,908 - mmaction - INFO - Epoch [169][1660/3757] lr: 2.643e-02, eta: 3 days, 4:09:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7016, loss_cls: 2.4162, loss: 2.4162, grad_norm: 3.7185 2020-08-05 00:32:58,679 - mmaction - INFO - Epoch [169][1680/3757] lr: 2.643e-02, eta: 3 days, 4:09:21, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6977, loss_cls: 2.4413, loss: 2.4413, grad_norm: 3.5382 2020-08-05 00:33:14,460 - mmaction - INFO - Epoch [169][1700/3757] lr: 2.643e-02, eta: 3 days, 4:09:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.6961, loss_cls: 2.3518, loss: 2.3518, grad_norm: 3.6126 2020-08-05 00:33:30,291 - mmaction - INFO - Epoch [169][1720/3757] lr: 2.643e-02, eta: 3 days, 4:08:44, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7219, loss_cls: 2.3593, loss: 2.3593, grad_norm: 3.6673 2020-08-05 00:33:46,078 - mmaction - INFO - Epoch [169][1740/3757] lr: 2.643e-02, eta: 3 days, 4:08:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6875, loss_cls: 2.4080, loss: 2.4080, grad_norm: 3.7180 2020-08-05 00:34:01,877 - mmaction - INFO - Epoch [169][1760/3757] lr: 2.643e-02, eta: 3 days, 4:08:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6961, loss_cls: 2.4158, loss: 2.4158, grad_norm: 3.6814 2020-08-05 00:34:17,611 - mmaction - INFO - Epoch [169][1780/3757] lr: 2.643e-02, eta: 3 days, 4:07:48, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6805, loss_cls: 2.5322, loss: 2.5322, grad_norm: 3.7430 2020-08-05 00:34:33,459 - mmaction - INFO - Epoch [169][1800/3757] lr: 2.643e-02, eta: 3 days, 4:07:30, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6852, loss_cls: 2.5529, loss: 2.5529, grad_norm: 3.6467 2020-08-05 00:34:49,238 - mmaction - INFO - Epoch [169][1820/3757] lr: 2.643e-02, eta: 3 days, 4:07:11, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7188, loss_cls: 2.3299, loss: 2.3299, grad_norm: 3.5533 2020-08-05 00:35:05,129 - mmaction - INFO - Epoch [169][1840/3757] lr: 2.643e-02, eta: 3 days, 4:06:53, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6937, loss_cls: 2.4650, loss: 2.4650, grad_norm: 3.6166 2020-08-05 00:35:20,796 - mmaction - INFO - Epoch [169][1860/3757] lr: 2.643e-02, eta: 3 days, 4:06:34, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7000, loss_cls: 2.4580, loss: 2.4580, grad_norm: 3.6859 2020-08-05 00:35:36,597 - mmaction - INFO - Epoch [169][1880/3757] lr: 2.643e-02, eta: 3 days, 4:06:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6883, loss_cls: 2.5097, loss: 2.5097, grad_norm: 3.6840 2020-08-05 00:35:52,420 - mmaction - INFO - Epoch [169][1900/3757] lr: 2.643e-02, eta: 3 days, 4:05:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6867, loss_cls: 2.4591, loss: 2.4591, grad_norm: 3.6195 2020-08-05 00:36:08,257 - mmaction - INFO - Epoch [169][1920/3757] lr: 2.643e-02, eta: 3 days, 4:05:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6930, loss_cls: 2.4362, loss: 2.4362, grad_norm: 3.6941 2020-08-05 00:36:24,065 - mmaction - INFO - Epoch [169][1940/3757] lr: 2.643e-02, eta: 3 days, 4:05:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6859, loss_cls: 2.4353, loss: 2.4353, grad_norm: 3.6084 2020-08-05 00:36:39,864 - mmaction - INFO - Epoch [169][1960/3757] lr: 2.643e-02, eta: 3 days, 4:05:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6914, loss_cls: 2.4564, loss: 2.4564, grad_norm: 3.6414 2020-08-05 00:36:55,716 - mmaction - INFO - Epoch [169][1980/3757] lr: 2.643e-02, eta: 3 days, 4:04:43, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7078, loss_cls: 2.4055, loss: 2.4055, grad_norm: 3.6044 2020-08-05 00:37:11,509 - mmaction - INFO - Epoch [169][2000/3757] lr: 2.643e-02, eta: 3 days, 4:04:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6844, loss_cls: 2.4584, loss: 2.4584, grad_norm: 3.6311 2020-08-05 00:37:27,302 - mmaction - INFO - Epoch [169][2020/3757] lr: 2.643e-02, eta: 3 days, 4:04:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6836, loss_cls: 2.4865, loss: 2.4865, grad_norm: 3.7858 2020-08-05 00:37:43,130 - mmaction - INFO - Epoch [169][2040/3757] lr: 2.643e-02, eta: 3 days, 4:03:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6914, loss_cls: 2.4033, loss: 2.4033, grad_norm: 3.6567 2020-08-05 00:37:58,953 - mmaction - INFO - Epoch [169][2060/3757] lr: 2.643e-02, eta: 3 days, 4:03:29, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6906, loss_cls: 2.4807, loss: 2.4807, grad_norm: 3.6118 2020-08-05 00:38:14,784 - mmaction - INFO - Epoch [169][2080/3757] lr: 2.643e-02, eta: 3 days, 4:03:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7008, loss_cls: 2.4087, loss: 2.4087, grad_norm: 3.6603 2020-08-05 00:38:30,510 - mmaction - INFO - Epoch [169][2100/3757] lr: 2.643e-02, eta: 3 days, 4:02:52, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6914, loss_cls: 2.4047, loss: 2.4047, grad_norm: 3.6071 2020-08-05 00:38:46,298 - mmaction - INFO - Epoch [169][2120/3757] lr: 2.643e-02, eta: 3 days, 4:02:33, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.4726, loss: 2.4726, grad_norm: 3.6603 2020-08-05 00:39:02,161 - mmaction - INFO - Epoch [169][2140/3757] lr: 2.643e-02, eta: 3 days, 4:02:15, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4219, top5_acc: 0.6805, loss_cls: 2.5095, loss: 2.5095, grad_norm: 3.7522 2020-08-05 00:39:17,962 - mmaction - INFO - Epoch [169][2160/3757] lr: 2.643e-02, eta: 3 days, 4:01:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6555, loss_cls: 2.6231, loss: 2.6231, grad_norm: 3.6916 2020-08-05 00:39:33,758 - mmaction - INFO - Epoch [169][2180/3757] lr: 2.643e-02, eta: 3 days, 4:01:38, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6891, loss_cls: 2.4219, loss: 2.4219, grad_norm: 3.5317 2020-08-05 00:39:49,553 - mmaction - INFO - Epoch [169][2200/3757] lr: 2.643e-02, eta: 3 days, 4:01:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6937, loss_cls: 2.4568, loss: 2.4568, grad_norm: 3.5940 2020-08-05 00:40:05,397 - mmaction - INFO - Epoch [169][2220/3757] lr: 2.643e-02, eta: 3 days, 4:01:01, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6898, loss_cls: 2.4374, loss: 2.4374, grad_norm: 3.6132 2020-08-05 00:40:21,107 - mmaction - INFO - Epoch [169][2240/3757] lr: 2.643e-02, eta: 3 days, 4:00:42, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7063, loss_cls: 2.4759, loss: 2.4759, grad_norm: 3.6673 2020-08-05 00:40:36,998 - mmaction - INFO - Epoch [169][2260/3757] lr: 2.643e-02, eta: 3 days, 4:00:24, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6687, loss_cls: 2.5349, loss: 2.5349, grad_norm: 3.6884 2020-08-05 00:40:52,822 - mmaction - INFO - Epoch [169][2280/3757] lr: 2.643e-02, eta: 3 days, 4:00:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6828, loss_cls: 2.5461, loss: 2.5461, grad_norm: 3.6463 2020-08-05 00:41:08,738 - mmaction - INFO - Epoch [169][2300/3757] lr: 2.643e-02, eta: 3 days, 3:59:47, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.6961, loss_cls: 2.4220, loss: 2.4220, grad_norm: 3.6618 2020-08-05 00:41:24,489 - mmaction - INFO - Epoch [169][2320/3757] lr: 2.643e-02, eta: 3 days, 3:59:28, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6664, loss_cls: 2.5362, loss: 2.5362, grad_norm: 3.7437 2020-08-05 00:41:40,293 - mmaction - INFO - Epoch [169][2340/3757] lr: 2.643e-02, eta: 3 days, 3:59:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7008, loss_cls: 2.3593, loss: 2.3593, grad_norm: 3.5419 2020-08-05 00:41:56,118 - mmaction - INFO - Epoch [169][2360/3757] lr: 2.643e-02, eta: 3 days, 3:58:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7016, loss_cls: 2.3384, loss: 2.3384, grad_norm: 3.5462 2020-08-05 00:42:11,936 - mmaction - INFO - Epoch [169][2380/3757] lr: 2.643e-02, eta: 3 days, 3:58:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6820, loss_cls: 2.4677, loss: 2.4677, grad_norm: 3.6375 2020-08-05 00:42:27,858 - mmaction - INFO - Epoch [169][2400/3757] lr: 2.643e-02, eta: 3 days, 3:58:14, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6930, loss_cls: 2.4638, loss: 2.4638, grad_norm: 3.6764 2020-08-05 00:42:43,571 - mmaction - INFO - Epoch [169][2420/3757] lr: 2.643e-02, eta: 3 days, 3:57:56, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4180, top5_acc: 0.6711, loss_cls: 2.5422, loss: 2.5422, grad_norm: 3.8471 2020-08-05 00:42:59,292 - mmaction - INFO - Epoch [169][2440/3757] lr: 2.643e-02, eta: 3 days, 3:57:37, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6742, loss_cls: 2.5110, loss: 2.5110, grad_norm: 3.6399 2020-08-05 00:43:15,118 - mmaction - INFO - Epoch [169][2460/3757] lr: 2.643e-02, eta: 3 days, 3:57:19, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6945, loss_cls: 2.4722, loss: 2.4722, grad_norm: 3.7273 2020-08-05 00:43:30,939 - mmaction - INFO - Epoch [169][2480/3757] lr: 2.643e-02, eta: 3 days, 3:57:00, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6758, loss_cls: 2.4640, loss: 2.4640, grad_norm: 3.7224 2020-08-05 00:43:46,660 - mmaction - INFO - Epoch [169][2500/3757] lr: 2.643e-02, eta: 3 days, 3:56:41, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.7031, loss_cls: 2.4354, loss: 2.4354, grad_norm: 3.7445 2020-08-05 00:44:02,548 - mmaction - INFO - Epoch [169][2520/3757] lr: 2.643e-02, eta: 3 days, 3:56:23, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7078, loss_cls: 2.4221, loss: 2.4221, grad_norm: 3.5380 2020-08-05 00:44:18,215 - mmaction - INFO - Epoch [169][2540/3757] lr: 2.643e-02, eta: 3 days, 3:56:04, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6781, loss_cls: 2.5367, loss: 2.5367, grad_norm: 3.6686 2020-08-05 00:44:34,026 - mmaction - INFO - Epoch [169][2560/3757] lr: 2.643e-02, eta: 3 days, 3:55:46, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7094, loss_cls: 2.4118, loss: 2.4118, grad_norm: 3.6272 2020-08-05 00:44:49,854 - mmaction - INFO - Epoch [169][2580/3757] lr: 2.643e-02, eta: 3 days, 3:55:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4477, top5_acc: 0.7031, loss_cls: 2.4374, loss: 2.4374, grad_norm: 3.7412 2020-08-05 00:45:05,773 - mmaction - INFO - Epoch [169][2600/3757] lr: 2.643e-02, eta: 3 days, 3:55:09, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6953, loss_cls: 2.4271, loss: 2.4271, grad_norm: 3.5921 2020-08-05 00:45:21,525 - mmaction - INFO - Epoch [169][2620/3757] lr: 2.643e-02, eta: 3 days, 3:54:50, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7047, loss_cls: 2.3789, loss: 2.3789, grad_norm: 3.6242 2020-08-05 00:45:37,320 - mmaction - INFO - Epoch [169][2640/3757] lr: 2.643e-02, eta: 3 days, 3:54:32, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6914, loss_cls: 2.4393, loss: 2.4393, grad_norm: 3.6992 2020-08-05 00:45:53,030 - mmaction - INFO - Epoch [169][2660/3757] lr: 2.643e-02, eta: 3 days, 3:54:13, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7023, loss_cls: 2.4038, loss: 2.4038, grad_norm: 3.6372 2020-08-05 00:46:08,894 - mmaction - INFO - Epoch [169][2680/3757] lr: 2.643e-02, eta: 3 days, 3:53:55, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6930, loss_cls: 2.4289, loss: 2.4289, grad_norm: 3.6808 2020-08-05 00:46:24,727 - mmaction - INFO - Epoch [169][2700/3757] lr: 2.643e-02, eta: 3 days, 3:53:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.7008, loss_cls: 2.5309, loss: 2.5309, grad_norm: 3.5822 2020-08-05 00:46:40,545 - mmaction - INFO - Epoch [169][2720/3757] lr: 2.643e-02, eta: 3 days, 3:53:18, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6953, loss_cls: 2.4720, loss: 2.4720, grad_norm: 3.6015 2020-08-05 00:46:56,322 - mmaction - INFO - Epoch [169][2740/3757] lr: 2.643e-02, eta: 3 days, 3:52:59, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6914, loss_cls: 2.3992, loss: 2.3992, grad_norm: 3.5757 2020-08-05 00:47:12,202 - mmaction - INFO - Epoch [169][2760/3757] lr: 2.643e-02, eta: 3 days, 3:52:41, time: 0.796, data_time: 0.010, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6789, loss_cls: 2.4997, loss: 2.4997, grad_norm: 3.7382 2020-08-05 00:47:28,006 - mmaction - INFO - Epoch [169][2780/3757] lr: 2.643e-02, eta: 3 days, 3:52:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.6992, loss_cls: 2.4039, loss: 2.4039, grad_norm: 3.6655 2020-08-05 00:47:43,839 - mmaction - INFO - Epoch [169][2800/3757] lr: 2.643e-02, eta: 3 days, 3:52:04, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.7078, loss_cls: 2.3875, loss: 2.3875, grad_norm: 3.6500 2020-08-05 00:47:59,594 - mmaction - INFO - Epoch [169][2820/3757] lr: 2.643e-02, eta: 3 days, 3:51:45, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6992, loss_cls: 2.4344, loss: 2.4344, grad_norm: 3.6930 2020-08-05 00:48:15,400 - mmaction - INFO - Epoch [169][2840/3757] lr: 2.643e-02, eta: 3 days, 3:51:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.7055, loss_cls: 2.4141, loss: 2.4141, grad_norm: 3.6777 2020-08-05 00:48:31,224 - mmaction - INFO - Epoch [169][2860/3757] lr: 2.643e-02, eta: 3 days, 3:51:08, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6898, loss_cls: 2.4705, loss: 2.4705, grad_norm: 3.7578 2020-08-05 00:48:47,043 - mmaction - INFO - Epoch [169][2880/3757] lr: 2.643e-02, eta: 3 days, 3:50:50, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6867, loss_cls: 2.4456, loss: 2.4456, grad_norm: 3.5670 2020-08-05 00:49:02,845 - mmaction - INFO - Epoch [169][2900/3757] lr: 2.643e-02, eta: 3 days, 3:50:32, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6906, loss_cls: 2.4644, loss: 2.4644, grad_norm: 3.6524 2020-08-05 00:49:18,637 - mmaction - INFO - Epoch [169][2920/3757] lr: 2.643e-02, eta: 3 days, 3:50:13, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7086, loss_cls: 2.4226, loss: 2.4226, grad_norm: 3.5993 2020-08-05 00:49:34,389 - mmaction - INFO - Epoch [169][2940/3757] lr: 2.643e-02, eta: 3 days, 3:49:54, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6922, loss_cls: 2.4362, loss: 2.4362, grad_norm: 3.5872 2020-08-05 00:49:50,162 - mmaction - INFO - Epoch [169][2960/3757] lr: 2.643e-02, eta: 3 days, 3:49:36, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6648, loss_cls: 2.5179, loss: 2.5179, grad_norm: 3.6472 2020-08-05 00:50:05,957 - mmaction - INFO - Epoch [169][2980/3757] lr: 2.643e-02, eta: 3 days, 3:49:17, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6828, loss_cls: 2.5177, loss: 2.5177, grad_norm: 3.7107 2020-08-05 00:50:21,628 - mmaction - INFO - Epoch [169][3000/3757] lr: 2.643e-02, eta: 3 days, 3:48:59, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6570, loss_cls: 2.5903, loss: 2.5903, grad_norm: 3.6640 2020-08-05 00:50:37,442 - mmaction - INFO - Epoch [169][3020/3757] lr: 2.643e-02, eta: 3 days, 3:48:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6586, loss_cls: 2.5789, loss: 2.5789, grad_norm: 3.6765 2020-08-05 00:50:53,271 - mmaction - INFO - Epoch [169][3040/3757] lr: 2.643e-02, eta: 3 days, 3:48:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6742, loss_cls: 2.5264, loss: 2.5264, grad_norm: 3.6354 2020-08-05 00:51:08,992 - mmaction - INFO - Epoch [169][3060/3757] lr: 2.643e-02, eta: 3 days, 3:48:03, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7016, loss_cls: 2.3566, loss: 2.3566, grad_norm: 3.6096 2020-08-05 00:51:24,773 - mmaction - INFO - Epoch [169][3080/3757] lr: 2.643e-02, eta: 3 days, 3:47:44, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6797, loss_cls: 2.4497, loss: 2.4497, grad_norm: 3.6087 2020-08-05 00:51:40,682 - mmaction - INFO - Epoch [169][3100/3757] lr: 2.643e-02, eta: 3 days, 3:47:26, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6961, loss_cls: 2.4166, loss: 2.4166, grad_norm: 3.6098 2020-08-05 00:51:56,435 - mmaction - INFO - Epoch [169][3120/3757] lr: 2.643e-02, eta: 3 days, 3:47:08, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6750, loss_cls: 2.4735, loss: 2.4735, grad_norm: 3.5748 2020-08-05 00:52:12,183 - mmaction - INFO - Epoch [169][3140/3757] lr: 2.643e-02, eta: 3 days, 3:46:49, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6687, loss_cls: 2.5458, loss: 2.5458, grad_norm: 3.7282 2020-08-05 00:52:27,985 - mmaction - INFO - Epoch [169][3160/3757] lr: 2.643e-02, eta: 3 days, 3:46:30, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7008, loss_cls: 2.4096, loss: 2.4096, grad_norm: 3.6144 2020-08-05 00:52:43,815 - mmaction - INFO - Epoch [169][3180/3757] lr: 2.643e-02, eta: 3 days, 3:46:12, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7031, loss_cls: 2.3904, loss: 2.3904, grad_norm: 3.6325 2020-08-05 00:52:59,646 - mmaction - INFO - Epoch [169][3200/3757] lr: 2.643e-02, eta: 3 days, 3:45:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6867, loss_cls: 2.4693, loss: 2.4693, grad_norm: 3.7339 2020-08-05 00:53:15,367 - mmaction - INFO - Epoch [169][3220/3757] lr: 2.643e-02, eta: 3 days, 3:45:35, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.5233, loss: 2.5233, grad_norm: 3.7203 2020-08-05 00:53:31,172 - mmaction - INFO - Epoch [169][3240/3757] lr: 2.643e-02, eta: 3 days, 3:45:16, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7063, loss_cls: 2.4301, loss: 2.4301, grad_norm: 3.6113 2020-08-05 00:53:46,962 - mmaction - INFO - Epoch [169][3260/3757] lr: 2.643e-02, eta: 3 days, 3:44:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6625, loss_cls: 2.5784, loss: 2.5784, grad_norm: 3.6977 2020-08-05 00:54:02,780 - mmaction - INFO - Epoch [169][3280/3757] lr: 2.643e-02, eta: 3 days, 3:44:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7133, loss_cls: 2.3216, loss: 2.3216, grad_norm: 3.6708 2020-08-05 00:54:18,540 - mmaction - INFO - Epoch [169][3300/3757] lr: 2.643e-02, eta: 3 days, 3:44:21, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6977, loss_cls: 2.4598, loss: 2.4598, grad_norm: 3.6469 2020-08-05 00:54:34,366 - mmaction - INFO - Epoch [169][3320/3757] lr: 2.643e-02, eta: 3 days, 3:44:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7039, loss_cls: 2.3931, loss: 2.3931, grad_norm: 3.6369 2020-08-05 00:54:50,150 - mmaction - INFO - Epoch [169][3340/3757] lr: 2.643e-02, eta: 3 days, 3:43:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6867, loss_cls: 2.4840, loss: 2.4840, grad_norm: 3.7472 2020-08-05 00:55:05,944 - mmaction - INFO - Epoch [169][3360/3757] lr: 2.643e-02, eta: 3 days, 3:43:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6813, loss_cls: 2.5860, loss: 2.5860, grad_norm: 3.7334 2020-08-05 00:55:21,655 - mmaction - INFO - Epoch [169][3380/3757] lr: 2.643e-02, eta: 3 days, 3:43:07, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7203, loss_cls: 2.3492, loss: 2.3492, grad_norm: 3.5951 2020-08-05 00:55:37,561 - mmaction - INFO - Epoch [169][3400/3757] lr: 2.643e-02, eta: 3 days, 3:42:48, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6633, loss_cls: 2.5727, loss: 2.5727, grad_norm: 3.6895 2020-08-05 00:55:53,325 - mmaction - INFO - Epoch [169][3420/3757] lr: 2.643e-02, eta: 3 days, 3:42:30, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7055, loss_cls: 2.3959, loss: 2.3959, grad_norm: 3.5443 2020-08-05 00:56:08,983 - mmaction - INFO - Epoch [169][3440/3757] lr: 2.643e-02, eta: 3 days, 3:42:11, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6883, loss_cls: 2.4868, loss: 2.4868, grad_norm: 3.6740 2020-08-05 00:56:24,759 - mmaction - INFO - Epoch [169][3460/3757] lr: 2.643e-02, eta: 3 days, 3:41:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.7141, loss_cls: 2.4178, loss: 2.4178, grad_norm: 3.6413 2020-08-05 00:56:40,594 - mmaction - INFO - Epoch [169][3480/3757] lr: 2.643e-02, eta: 3 days, 3:41:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6820, loss_cls: 2.4862, loss: 2.4862, grad_norm: 3.5707 2020-08-05 00:56:56,367 - mmaction - INFO - Epoch [169][3500/3757] lr: 2.643e-02, eta: 3 days, 3:41:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.4640, loss: 2.4640, grad_norm: 3.8870 2020-08-05 00:57:12,138 - mmaction - INFO - Epoch [169][3520/3757] lr: 2.643e-02, eta: 3 days, 3:40:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6945, loss_cls: 2.4057, loss: 2.4057, grad_norm: 3.6793 2020-08-05 00:57:27,939 - mmaction - INFO - Epoch [169][3540/3757] lr: 2.643e-02, eta: 3 days, 3:40:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6898, loss_cls: 2.4739, loss: 2.4739, grad_norm: 3.7816 2020-08-05 00:57:43,773 - mmaction - INFO - Epoch [169][3560/3757] lr: 2.643e-02, eta: 3 days, 3:40:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6789, loss_cls: 2.5513, loss: 2.5513, grad_norm: 3.7013 2020-08-05 00:57:59,540 - mmaction - INFO - Epoch [169][3580/3757] lr: 2.643e-02, eta: 3 days, 3:40:02, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6789, loss_cls: 2.5377, loss: 2.5377, grad_norm: 3.7072 2020-08-05 00:58:15,463 - mmaction - INFO - Epoch [169][3600/3757] lr: 2.643e-02, eta: 3 days, 3:39:43, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6789, loss_cls: 2.5034, loss: 2.5034, grad_norm: 3.5360 2020-08-05 00:58:31,231 - mmaction - INFO - Epoch [169][3620/3757] lr: 2.643e-02, eta: 3 days, 3:39:25, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4492, top5_acc: 0.7063, loss_cls: 2.4318, loss: 2.4318, grad_norm: 3.6515 2020-08-05 00:58:47,006 - mmaction - INFO - Epoch [169][3640/3757] lr: 2.643e-02, eta: 3 days, 3:39:06, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6883, loss_cls: 2.4881, loss: 2.4881, grad_norm: 3.6965 2020-08-05 00:59:02,759 - mmaction - INFO - Epoch [169][3660/3757] lr: 2.643e-02, eta: 3 days, 3:38:48, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6703, loss_cls: 2.4967, loss: 2.4967, grad_norm: 3.5679 2020-08-05 00:59:18,563 - mmaction - INFO - Epoch [169][3680/3757] lr: 2.643e-02, eta: 3 days, 3:38:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6719, loss_cls: 2.5442, loss: 2.5442, grad_norm: 3.6848 2020-08-05 00:59:34,361 - mmaction - INFO - Epoch [169][3700/3757] lr: 2.643e-02, eta: 3 days, 3:38:11, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7008, loss_cls: 2.4063, loss: 2.4063, grad_norm: 3.6424 2020-08-05 00:59:50,122 - mmaction - INFO - Epoch [169][3720/3757] lr: 2.643e-02, eta: 3 days, 3:37:52, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6766, loss_cls: 2.4563, loss: 2.4563, grad_norm: 3.5809 2020-08-05 01:00:22,812 - mmaction - INFO - Epoch [169][3740/3757] lr: 2.643e-02, eta: 3 days, 3:38:09, time: 1.616, data_time: 0.019, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7102, loss_cls: 2.3311, loss: 2.3311, grad_norm: 3.5533 2020-08-05 01:05:30,722 - mmaction - INFO - Epoch [170][20/3757] lr: 2.589e-02, eta: 3 days, 3:46:02, time: 13.417, data_time: 12.597, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6961, loss_cls: 2.3798, loss: 2.3798, grad_norm: 3.6871 2020-08-05 01:05:46,491 - mmaction - INFO - Epoch [170][40/3757] lr: 2.589e-02, eta: 3 days, 3:45:43, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7031, loss_cls: 2.4092, loss: 2.4092, grad_norm: 3.6841 2020-08-05 01:06:02,247 - mmaction - INFO - Epoch [170][60/3757] lr: 2.589e-02, eta: 3 days, 3:45:24, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6805, loss_cls: 2.4759, loss: 2.4759, grad_norm: 3.7257 2020-08-05 01:06:18,158 - mmaction - INFO - Epoch [170][80/3757] lr: 2.589e-02, eta: 3 days, 3:45:06, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6813, loss_cls: 2.5191, loss: 2.5191, grad_norm: 3.6422 2020-08-05 01:06:33,987 - mmaction - INFO - Epoch [170][100/3757] lr: 2.589e-02, eta: 3 days, 3:44:48, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7031, loss_cls: 2.4027, loss: 2.4027, grad_norm: 3.5200 2020-08-05 01:06:49,855 - mmaction - INFO - Epoch [170][120/3757] lr: 2.589e-02, eta: 3 days, 3:44:29, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7211, loss_cls: 2.3515, loss: 2.3515, grad_norm: 3.6562 2020-08-05 01:07:05,667 - mmaction - INFO - Epoch [170][140/3757] lr: 2.589e-02, eta: 3 days, 3:44:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6922, loss_cls: 2.4073, loss: 2.4073, grad_norm: 3.5800 2020-08-05 01:07:21,519 - mmaction - INFO - Epoch [170][160/3757] lr: 2.589e-02, eta: 3 days, 3:43:52, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6828, loss_cls: 2.4782, loss: 2.4782, grad_norm: 3.6850 2020-08-05 01:07:37,301 - mmaction - INFO - Epoch [170][180/3757] lr: 2.589e-02, eta: 3 days, 3:43:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7125, loss_cls: 2.3745, loss: 2.3745, grad_norm: 3.6726 2020-08-05 01:07:53,079 - mmaction - INFO - Epoch [170][200/3757] lr: 2.589e-02, eta: 3 days, 3:43:15, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7078, loss_cls: 2.4279, loss: 2.4279, grad_norm: 3.7006 2020-08-05 01:08:08,882 - mmaction - INFO - Epoch [170][220/3757] lr: 2.589e-02, eta: 3 days, 3:42:56, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6758, loss_cls: 2.4962, loss: 2.4962, grad_norm: 3.7131 2020-08-05 01:08:24,722 - mmaction - INFO - Epoch [170][240/3757] lr: 2.589e-02, eta: 3 days, 3:42:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7047, loss_cls: 2.3877, loss: 2.3877, grad_norm: 3.6082 2020-08-05 01:08:40,617 - mmaction - INFO - Epoch [170][260/3757] lr: 2.589e-02, eta: 3 days, 3:42:19, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6977, loss_cls: 2.4225, loss: 2.4225, grad_norm: 3.6311 2020-08-05 01:08:56,421 - mmaction - INFO - Epoch [170][280/3757] lr: 2.589e-02, eta: 3 days, 3:42:01, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4445, top5_acc: 0.7000, loss_cls: 2.4042, loss: 2.4042, grad_norm: 3.6236 2020-08-05 01:09:12,312 - mmaction - INFO - Epoch [170][300/3757] lr: 2.589e-02, eta: 3 days, 3:41:43, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6828, loss_cls: 2.4258, loss: 2.4258, grad_norm: 3.6102 2020-08-05 01:09:28,191 - mmaction - INFO - Epoch [170][320/3757] lr: 2.589e-02, eta: 3 days, 3:41:24, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4477, top5_acc: 0.7000, loss_cls: 2.4207, loss: 2.4207, grad_norm: 3.6609 2020-08-05 01:09:43,883 - mmaction - INFO - Epoch [170][340/3757] lr: 2.589e-02, eta: 3 days, 3:41:05, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6992, loss_cls: 2.4551, loss: 2.4551, grad_norm: 3.8035 2020-08-05 01:09:59,615 - mmaction - INFO - Epoch [170][360/3757] lr: 2.589e-02, eta: 3 days, 3:40:47, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7047, loss_cls: 2.4028, loss: 2.4028, grad_norm: 3.6665 2020-08-05 01:10:15,467 - mmaction - INFO - Epoch [170][380/3757] lr: 2.589e-02, eta: 3 days, 3:40:28, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.6875, loss_cls: 2.4522, loss: 2.4522, grad_norm: 3.5860 2020-08-05 01:10:31,274 - mmaction - INFO - Epoch [170][400/3757] lr: 2.589e-02, eta: 3 days, 3:40:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7094, loss_cls: 2.3566, loss: 2.3566, grad_norm: 3.7088 2020-08-05 01:10:47,098 - mmaction - INFO - Epoch [170][420/3757] lr: 2.589e-02, eta: 3 days, 3:39:51, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6891, loss_cls: 2.3879, loss: 2.3879, grad_norm: 3.7090 2020-08-05 01:11:02,893 - mmaction - INFO - Epoch [170][440/3757] lr: 2.589e-02, eta: 3 days, 3:39:33, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7070, loss_cls: 2.3450, loss: 2.3450, grad_norm: 3.6059 2020-08-05 01:11:18,653 - mmaction - INFO - Epoch [170][460/3757] lr: 2.589e-02, eta: 3 days, 3:39:14, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6898, loss_cls: 2.4358, loss: 2.4358, grad_norm: 3.6829 2020-08-05 01:11:34,426 - mmaction - INFO - Epoch [170][480/3757] lr: 2.589e-02, eta: 3 days, 3:38:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6836, loss_cls: 2.4843, loss: 2.4843, grad_norm: 3.5424 2020-08-05 01:11:50,196 - mmaction - INFO - Epoch [170][500/3757] lr: 2.589e-02, eta: 3 days, 3:38:37, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.6984, loss_cls: 2.3843, loss: 2.3843, grad_norm: 3.5645 2020-08-05 01:12:06,012 - mmaction - INFO - Epoch [170][520/3757] lr: 2.589e-02, eta: 3 days, 3:38:18, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6898, loss_cls: 2.4715, loss: 2.4715, grad_norm: 3.7787 2020-08-05 01:12:21,896 - mmaction - INFO - Epoch [170][540/3757] lr: 2.589e-02, eta: 3 days, 3:38:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6961, loss_cls: 2.3811, loss: 2.3811, grad_norm: 3.5752 2020-08-05 01:12:37,714 - mmaction - INFO - Epoch [170][560/3757] lr: 2.589e-02, eta: 3 days, 3:37:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7023, loss_cls: 2.3432, loss: 2.3432, grad_norm: 3.6405 2020-08-05 01:12:53,549 - mmaction - INFO - Epoch [170][580/3757] lr: 2.589e-02, eta: 3 days, 3:37:23, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7008, loss_cls: 2.3714, loss: 2.3714, grad_norm: 3.7466 2020-08-05 01:13:09,273 - mmaction - INFO - Epoch [170][600/3757] lr: 2.589e-02, eta: 3 days, 3:37:04, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4492, top5_acc: 0.7250, loss_cls: 2.3311, loss: 2.3311, grad_norm: 3.6039 2020-08-05 01:13:25,123 - mmaction - INFO - Epoch [170][620/3757] lr: 2.589e-02, eta: 3 days, 3:36:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6719, loss_cls: 2.5405, loss: 2.5405, grad_norm: 3.6976 2020-08-05 01:13:40,851 - mmaction - INFO - Epoch [170][640/3757] lr: 2.589e-02, eta: 3 days, 3:36:27, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7086, loss_cls: 2.3503, loss: 2.3503, grad_norm: 3.5333 2020-08-05 01:13:56,677 - mmaction - INFO - Epoch [170][660/3757] lr: 2.589e-02, eta: 3 days, 3:36:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7031, loss_cls: 2.3728, loss: 2.3728, grad_norm: 3.6101 2020-08-05 01:14:12,433 - mmaction - INFO - Epoch [170][680/3757] lr: 2.589e-02, eta: 3 days, 3:35:50, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6883, loss_cls: 2.4185, loss: 2.4185, grad_norm: 3.7018 2020-08-05 01:14:28,297 - mmaction - INFO - Epoch [170][700/3757] lr: 2.589e-02, eta: 3 days, 3:35:31, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6977, loss_cls: 2.4882, loss: 2.4882, grad_norm: 3.7974 2020-08-05 01:14:44,030 - mmaction - INFO - Epoch [170][720/3757] lr: 2.589e-02, eta: 3 days, 3:35:13, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6883, loss_cls: 2.4059, loss: 2.4059, grad_norm: 3.6233 2020-08-05 01:14:59,886 - mmaction - INFO - Epoch [170][740/3757] lr: 2.589e-02, eta: 3 days, 3:34:54, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6937, loss_cls: 2.4108, loss: 2.4108, grad_norm: 3.7339 2020-08-05 01:15:15,696 - mmaction - INFO - Epoch [170][760/3757] lr: 2.589e-02, eta: 3 days, 3:34:36, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7156, loss_cls: 2.3312, loss: 2.3312, grad_norm: 3.8142 2020-08-05 01:15:31,476 - mmaction - INFO - Epoch [170][780/3757] lr: 2.589e-02, eta: 3 days, 3:34:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7016, loss_cls: 2.3145, loss: 2.3145, grad_norm: 3.7432 2020-08-05 01:15:47,213 - mmaction - INFO - Epoch [170][800/3757] lr: 2.589e-02, eta: 3 days, 3:33:58, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6937, loss_cls: 2.4493, loss: 2.4493, grad_norm: 3.7258 2020-08-05 01:16:02,972 - mmaction - INFO - Epoch [170][820/3757] lr: 2.589e-02, eta: 3 days, 3:33:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7047, loss_cls: 2.3755, loss: 2.3755, grad_norm: 3.7165 2020-08-05 01:16:18,748 - mmaction - INFO - Epoch [170][840/3757] lr: 2.589e-02, eta: 3 days, 3:33:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6805, loss_cls: 2.4815, loss: 2.4815, grad_norm: 3.7690 2020-08-05 01:16:34,546 - mmaction - INFO - Epoch [170][860/3757] lr: 2.589e-02, eta: 3 days, 3:33:02, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7047, loss_cls: 2.3133, loss: 2.3133, grad_norm: 3.6537 2020-08-05 01:16:50,266 - mmaction - INFO - Epoch [170][880/3757] lr: 2.589e-02, eta: 3 days, 3:32:44, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7195, loss_cls: 2.3131, loss: 2.3131, grad_norm: 3.6789 2020-08-05 01:17:06,028 - mmaction - INFO - Epoch [170][900/3757] lr: 2.589e-02, eta: 3 days, 3:32:25, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6609, loss_cls: 2.5696, loss: 2.5696, grad_norm: 3.7701 2020-08-05 01:17:21,855 - mmaction - INFO - Epoch [170][920/3757] lr: 2.589e-02, eta: 3 days, 3:32:07, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.4201, loss: 2.4201, grad_norm: 3.7082 2020-08-05 01:17:37,732 - mmaction - INFO - Epoch [170][940/3757] lr: 2.589e-02, eta: 3 days, 3:31:48, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6922, loss_cls: 2.4170, loss: 2.4170, grad_norm: 3.6852 2020-08-05 01:17:53,516 - mmaction - INFO - Epoch [170][960/3757] lr: 2.589e-02, eta: 3 days, 3:31:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6836, loss_cls: 2.4331, loss: 2.4331, grad_norm: 3.6188 2020-08-05 01:18:09,267 - mmaction - INFO - Epoch [170][980/3757] lr: 2.589e-02, eta: 3 days, 3:31:11, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7031, loss_cls: 2.3942, loss: 2.3942, grad_norm: 3.7016 2020-08-05 01:18:25,046 - mmaction - INFO - Epoch [170][1000/3757] lr: 2.589e-02, eta: 3 days, 3:30:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7102, loss_cls: 2.3974, loss: 2.3974, grad_norm: 3.6698 2020-08-05 01:18:40,857 - mmaction - INFO - Epoch [170][1020/3757] lr: 2.589e-02, eta: 3 days, 3:30:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7008, loss_cls: 2.3850, loss: 2.3850, grad_norm: 3.6566 2020-08-05 01:18:56,702 - mmaction - INFO - Epoch [170][1040/3757] lr: 2.589e-02, eta: 3 days, 3:30:15, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7055, loss_cls: 2.3750, loss: 2.3750, grad_norm: 3.6840 2020-08-05 01:19:12,544 - mmaction - INFO - Epoch [170][1060/3757] lr: 2.589e-02, eta: 3 days, 3:29:57, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6883, loss_cls: 2.4144, loss: 2.4144, grad_norm: 3.6041 2020-08-05 01:19:28,407 - mmaction - INFO - Epoch [170][1080/3757] lr: 2.589e-02, eta: 3 days, 3:29:39, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7078, loss_cls: 2.3826, loss: 2.3826, grad_norm: 3.7373 2020-08-05 01:19:44,300 - mmaction - INFO - Epoch [170][1100/3757] lr: 2.589e-02, eta: 3 days, 3:29:20, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7023, loss_cls: 2.4469, loss: 2.4469, grad_norm: 3.6611 2020-08-05 01:20:00,049 - mmaction - INFO - Epoch [170][1120/3757] lr: 2.589e-02, eta: 3 days, 3:29:02, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6906, loss_cls: 2.4853, loss: 2.4853, grad_norm: 3.6847 2020-08-05 01:20:15,921 - mmaction - INFO - Epoch [170][1140/3757] lr: 2.589e-02, eta: 3 days, 3:28:43, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6883, loss_cls: 2.4613, loss: 2.4613, grad_norm: 3.7283 2020-08-05 01:20:31,702 - mmaction - INFO - Epoch [170][1160/3757] lr: 2.589e-02, eta: 3 days, 3:28:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6984, loss_cls: 2.4125, loss: 2.4125, grad_norm: 3.7015 2020-08-05 01:20:47,551 - mmaction - INFO - Epoch [170][1180/3757] lr: 2.589e-02, eta: 3 days, 3:28:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6891, loss_cls: 2.4303, loss: 2.4303, grad_norm: 3.6556 2020-08-05 01:21:03,283 - mmaction - INFO - Epoch [170][1200/3757] lr: 2.589e-02, eta: 3 days, 3:27:48, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7023, loss_cls: 2.3874, loss: 2.3874, grad_norm: 3.6605 2020-08-05 01:21:19,125 - mmaction - INFO - Epoch [170][1220/3757] lr: 2.589e-02, eta: 3 days, 3:27:29, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6719, loss_cls: 2.5713, loss: 2.5713, grad_norm: 3.8040 2020-08-05 01:21:34,872 - mmaction - INFO - Epoch [170][1240/3757] lr: 2.589e-02, eta: 3 days, 3:27:10, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7023, loss_cls: 2.3957, loss: 2.3957, grad_norm: 3.5563 2020-08-05 01:21:50,664 - mmaction - INFO - Epoch [170][1260/3757] lr: 2.589e-02, eta: 3 days, 3:26:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6883, loss_cls: 2.3945, loss: 2.3945, grad_norm: 3.6467 2020-08-05 01:22:06,481 - mmaction - INFO - Epoch [170][1280/3757] lr: 2.589e-02, eta: 3 days, 3:26:33, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6992, loss_cls: 2.4019, loss: 2.4019, grad_norm: 3.6462 2020-08-05 01:22:22,355 - mmaction - INFO - Epoch [170][1300/3757] lr: 2.589e-02, eta: 3 days, 3:26:15, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6906, loss_cls: 2.4625, loss: 2.4625, grad_norm: 3.8076 2020-08-05 01:22:38,037 - mmaction - INFO - Epoch [170][1320/3757] lr: 2.589e-02, eta: 3 days, 3:25:56, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6977, loss_cls: 2.4546, loss: 2.4546, grad_norm: 3.7742 2020-08-05 01:22:53,849 - mmaction - INFO - Epoch [170][1340/3757] lr: 2.589e-02, eta: 3 days, 3:25:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6789, loss_cls: 2.5482, loss: 2.5482, grad_norm: 3.7789 2020-08-05 01:23:09,573 - mmaction - INFO - Epoch [170][1360/3757] lr: 2.589e-02, eta: 3 days, 3:25:19, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6992, loss_cls: 2.4536, loss: 2.4536, grad_norm: 3.6510 2020-08-05 01:23:25,250 - mmaction - INFO - Epoch [170][1380/3757] lr: 2.589e-02, eta: 3 days, 3:25:00, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6922, loss_cls: 2.4302, loss: 2.4302, grad_norm: 3.7138 2020-08-05 01:23:40,993 - mmaction - INFO - Epoch [170][1400/3757] lr: 2.589e-02, eta: 3 days, 3:24:42, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7023, loss_cls: 2.4157, loss: 2.4157, grad_norm: 3.7485 2020-08-05 01:23:56,805 - mmaction - INFO - Epoch [170][1420/3757] lr: 2.589e-02, eta: 3 days, 3:24:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6781, loss_cls: 2.4986, loss: 2.4986, grad_norm: 3.6781 2020-08-05 01:24:12,628 - mmaction - INFO - Epoch [170][1440/3757] lr: 2.589e-02, eta: 3 days, 3:24:05, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4672, top5_acc: 0.6891, loss_cls: 2.4317, loss: 2.4317, grad_norm: 3.7753 2020-08-05 01:24:28,429 - mmaction - INFO - Epoch [170][1460/3757] lr: 2.589e-02, eta: 3 days, 3:23:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6789, loss_cls: 2.4691, loss: 2.4691, grad_norm: 3.5865 2020-08-05 01:24:44,198 - mmaction - INFO - Epoch [170][1480/3757] lr: 2.589e-02, eta: 3 days, 3:23:27, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7109, loss_cls: 2.3530, loss: 2.3530, grad_norm: 3.6161 2020-08-05 01:24:59,968 - mmaction - INFO - Epoch [170][1500/3757] lr: 2.589e-02, eta: 3 days, 3:23:09, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6898, loss_cls: 2.4748, loss: 2.4748, grad_norm: 3.7439 2020-08-05 01:25:15,724 - mmaction - INFO - Epoch [170][1520/3757] lr: 2.589e-02, eta: 3 days, 3:22:50, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.4978, loss: 2.4978, grad_norm: 3.6236 2020-08-05 01:25:31,645 - mmaction - INFO - Epoch [170][1540/3757] lr: 2.589e-02, eta: 3 days, 3:22:32, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6961, loss_cls: 2.4284, loss: 2.4284, grad_norm: 3.6432 2020-08-05 01:25:47,353 - mmaction - INFO - Epoch [170][1560/3757] lr: 2.589e-02, eta: 3 days, 3:22:13, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6969, loss_cls: 2.4096, loss: 2.4096, grad_norm: 3.6522 2020-08-05 01:26:03,171 - mmaction - INFO - Epoch [170][1580/3757] lr: 2.589e-02, eta: 3 days, 3:21:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6883, loss_cls: 2.4762, loss: 2.4762, grad_norm: 3.5930 2020-08-05 01:26:18,995 - mmaction - INFO - Epoch [170][1600/3757] lr: 2.589e-02, eta: 3 days, 3:21:36, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6969, loss_cls: 2.4092, loss: 2.4092, grad_norm: 3.6812 2020-08-05 01:26:34,666 - mmaction - INFO - Epoch [170][1620/3757] lr: 2.589e-02, eta: 3 days, 3:21:17, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7180, loss_cls: 2.3891, loss: 2.3891, grad_norm: 3.7567 2020-08-05 01:26:50,472 - mmaction - INFO - Epoch [170][1640/3757] lr: 2.589e-02, eta: 3 days, 3:20:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6898, loss_cls: 2.4793, loss: 2.4793, grad_norm: 3.7485 2020-08-05 01:27:06,266 - mmaction - INFO - Epoch [170][1660/3757] lr: 2.589e-02, eta: 3 days, 3:20:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6953, loss_cls: 2.4409, loss: 2.4409, grad_norm: 3.5863 2020-08-05 01:27:22,109 - mmaction - INFO - Epoch [170][1680/3757] lr: 2.589e-02, eta: 3 days, 3:20:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7016, loss_cls: 2.3341, loss: 2.3341, grad_norm: 3.6094 2020-08-05 01:27:37,960 - mmaction - INFO - Epoch [170][1700/3757] lr: 2.589e-02, eta: 3 days, 3:20:04, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7039, loss_cls: 2.3805, loss: 2.3805, grad_norm: 3.6327 2020-08-05 01:27:53,742 - mmaction - INFO - Epoch [170][1720/3757] lr: 2.589e-02, eta: 3 days, 3:19:45, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6875, loss_cls: 2.4504, loss: 2.4504, grad_norm: 3.8153 2020-08-05 01:28:09,679 - mmaction - INFO - Epoch [170][1740/3757] lr: 2.589e-02, eta: 3 days, 3:19:27, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6828, loss_cls: 2.4472, loss: 2.4472, grad_norm: 3.6535 2020-08-05 01:28:25,455 - mmaction - INFO - Epoch [170][1760/3757] lr: 2.589e-02, eta: 3 days, 3:19:08, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7203, loss_cls: 2.3301, loss: 2.3301, grad_norm: 3.7188 2020-08-05 01:28:41,242 - mmaction - INFO - Epoch [170][1780/3757] lr: 2.589e-02, eta: 3 days, 3:18:50, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7055, loss_cls: 2.4435, loss: 2.4435, grad_norm: 3.7093 2020-08-05 01:28:57,023 - mmaction - INFO - Epoch [170][1800/3757] lr: 2.589e-02, eta: 3 days, 3:18:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.4440, loss: 2.4440, grad_norm: 3.7406 2020-08-05 01:29:12,807 - mmaction - INFO - Epoch [170][1820/3757] lr: 2.589e-02, eta: 3 days, 3:18:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.7016, loss_cls: 2.4539, loss: 2.4539, grad_norm: 3.6053 2020-08-05 01:29:28,702 - mmaction - INFO - Epoch [170][1840/3757] lr: 2.589e-02, eta: 3 days, 3:17:54, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6750, loss_cls: 2.4946, loss: 2.4946, grad_norm: 3.6956 2020-08-05 01:29:44,575 - mmaction - INFO - Epoch [170][1860/3757] lr: 2.589e-02, eta: 3 days, 3:17:36, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7141, loss_cls: 2.3606, loss: 2.3606, grad_norm: 3.6121 2020-08-05 01:30:00,360 - mmaction - INFO - Epoch [170][1880/3757] lr: 2.589e-02, eta: 3 days, 3:17:17, time: 0.788, data_time: 0.006, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6969, loss_cls: 2.4849, loss: 2.4849, grad_norm: 3.8343 2020-08-05 01:30:16,204 - mmaction - INFO - Epoch [170][1900/3757] lr: 2.589e-02, eta: 3 days, 3:16:59, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6891, loss_cls: 2.5111, loss: 2.5111, grad_norm: 3.7812 2020-08-05 01:30:31,934 - mmaction - INFO - Epoch [170][1920/3757] lr: 2.589e-02, eta: 3 days, 3:16:40, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6914, loss_cls: 2.4428, loss: 2.4428, grad_norm: 3.7307 2020-08-05 01:30:47,787 - mmaction - INFO - Epoch [170][1940/3757] lr: 2.589e-02, eta: 3 days, 3:16:22, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6953, loss_cls: 2.4294, loss: 2.4294, grad_norm: 3.6854 2020-08-05 01:31:03,619 - mmaction - INFO - Epoch [170][1960/3757] lr: 2.589e-02, eta: 3 days, 3:16:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7063, loss_cls: 2.3600, loss: 2.3600, grad_norm: 3.6417 2020-08-05 01:31:19,439 - mmaction - INFO - Epoch [170][1980/3757] lr: 2.589e-02, eta: 3 days, 3:15:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6766, loss_cls: 2.5230, loss: 2.5230, grad_norm: 3.6549 2020-08-05 01:31:35,251 - mmaction - INFO - Epoch [170][2000/3757] lr: 2.589e-02, eta: 3 days, 3:15:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7148, loss_cls: 2.2996, loss: 2.2996, grad_norm: 3.5843 2020-08-05 01:31:51,153 - mmaction - INFO - Epoch [170][2020/3757] lr: 2.589e-02, eta: 3 days, 3:15:08, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6922, loss_cls: 2.4634, loss: 2.4634, grad_norm: 3.7292 2020-08-05 01:32:06,868 - mmaction - INFO - Epoch [170][2040/3757] lr: 2.589e-02, eta: 3 days, 3:14:49, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7063, loss_cls: 2.3808, loss: 2.3808, grad_norm: 3.5636 2020-08-05 01:32:22,694 - mmaction - INFO - Epoch [170][2060/3757] lr: 2.589e-02, eta: 3 days, 3:14:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6852, loss_cls: 2.4343, loss: 2.4343, grad_norm: 3.8222 2020-08-05 01:32:38,527 - mmaction - INFO - Epoch [170][2080/3757] lr: 2.589e-02, eta: 3 days, 3:14:13, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7102, loss_cls: 2.3910, loss: 2.3910, grad_norm: 3.6270 2020-08-05 01:32:54,385 - mmaction - INFO - Epoch [170][2100/3757] lr: 2.589e-02, eta: 3 days, 3:13:54, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6883, loss_cls: 2.5032, loss: 2.5032, grad_norm: 3.7124 2020-08-05 01:33:10,097 - mmaction - INFO - Epoch [170][2120/3757] lr: 2.589e-02, eta: 3 days, 3:13:35, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6992, loss_cls: 2.4380, loss: 2.4380, grad_norm: 3.7953 2020-08-05 01:33:26,019 - mmaction - INFO - Epoch [170][2140/3757] lr: 2.589e-02, eta: 3 days, 3:13:17, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6766, loss_cls: 2.4381, loss: 2.4381, grad_norm: 3.6475 2020-08-05 01:33:41,705 - mmaction - INFO - Epoch [170][2160/3757] lr: 2.589e-02, eta: 3 days, 3:12:58, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4359, top5_acc: 0.7000, loss_cls: 2.4261, loss: 2.4261, grad_norm: 3.6759 2020-08-05 01:33:57,474 - mmaction - INFO - Epoch [170][2180/3757] lr: 2.589e-02, eta: 3 days, 3:12:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6875, loss_cls: 2.4550, loss: 2.4550, grad_norm: 3.6823 2020-08-05 01:34:13,252 - mmaction - INFO - Epoch [170][2200/3757] lr: 2.589e-02, eta: 3 days, 3:12:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6914, loss_cls: 2.4874, loss: 2.4874, grad_norm: 3.6048 2020-08-05 01:34:29,146 - mmaction - INFO - Epoch [170][2220/3757] lr: 2.589e-02, eta: 3 days, 3:12:03, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.7055, loss_cls: 2.3833, loss: 2.3833, grad_norm: 3.6174 2020-08-05 01:34:44,938 - mmaction - INFO - Epoch [170][2240/3757] lr: 2.589e-02, eta: 3 days, 3:11:44, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6930, loss_cls: 2.5117, loss: 2.5117, grad_norm: 3.6007 2020-08-05 01:35:00,853 - mmaction - INFO - Epoch [170][2260/3757] lr: 2.589e-02, eta: 3 days, 3:11:26, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6758, loss_cls: 2.5272, loss: 2.5272, grad_norm: 3.6459 2020-08-05 01:35:16,717 - mmaction - INFO - Epoch [170][2280/3757] lr: 2.589e-02, eta: 3 days, 3:11:08, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4445, top5_acc: 0.7133, loss_cls: 2.3216, loss: 2.3216, grad_norm: 3.5028 2020-08-05 01:35:32,512 - mmaction - INFO - Epoch [170][2300/3757] lr: 2.589e-02, eta: 3 days, 3:10:49, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7086, loss_cls: 2.3572, loss: 2.3572, grad_norm: 3.6949 2020-08-05 01:35:48,251 - mmaction - INFO - Epoch [170][2320/3757] lr: 2.589e-02, eta: 3 days, 3:10:31, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7094, loss_cls: 2.4031, loss: 2.4031, grad_norm: 3.7569 2020-08-05 01:36:04,153 - mmaction - INFO - Epoch [170][2340/3757] lr: 2.589e-02, eta: 3 days, 3:10:12, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4477, top5_acc: 0.7117, loss_cls: 2.3687, loss: 2.3687, grad_norm: 3.7804 2020-08-05 01:36:20,000 - mmaction - INFO - Epoch [170][2360/3757] lr: 2.589e-02, eta: 3 days, 3:09:54, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7023, loss_cls: 2.3494, loss: 2.3494, grad_norm: 3.5741 2020-08-05 01:36:35,673 - mmaction - INFO - Epoch [170][2380/3757] lr: 2.589e-02, eta: 3 days, 3:09:35, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6914, loss_cls: 2.4568, loss: 2.4568, grad_norm: 3.7584 2020-08-05 01:36:51,451 - mmaction - INFO - Epoch [170][2400/3757] lr: 2.589e-02, eta: 3 days, 3:09:17, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.4179, loss: 2.4179, grad_norm: 3.6539 2020-08-05 01:37:07,317 - mmaction - INFO - Epoch [170][2420/3757] lr: 2.589e-02, eta: 3 days, 3:08:58, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7023, loss_cls: 2.4235, loss: 2.4235, grad_norm: 3.6223 2020-08-05 01:37:23,101 - mmaction - INFO - Epoch [170][2440/3757] lr: 2.589e-02, eta: 3 days, 3:08:40, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6844, loss_cls: 2.4322, loss: 2.4322, grad_norm: 3.7499 2020-08-05 01:37:38,890 - mmaction - INFO - Epoch [170][2460/3757] lr: 2.589e-02, eta: 3 days, 3:08:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7109, loss_cls: 2.3992, loss: 2.3992, grad_norm: 3.7073 2020-08-05 01:37:54,635 - mmaction - INFO - Epoch [170][2480/3757] lr: 2.589e-02, eta: 3 days, 3:08:03, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6930, loss_cls: 2.4309, loss: 2.4309, grad_norm: 3.6940 2020-08-05 01:38:10,374 - mmaction - INFO - Epoch [170][2500/3757] lr: 2.589e-02, eta: 3 days, 3:07:44, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.6844, loss_cls: 2.4367, loss: 2.4367, grad_norm: 3.6410 2020-08-05 01:38:26,222 - mmaction - INFO - Epoch [170][2520/3757] lr: 2.589e-02, eta: 3 days, 3:07:26, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6930, loss_cls: 2.3853, loss: 2.3853, grad_norm: 3.6950 2020-08-05 01:38:42,062 - mmaction - INFO - Epoch [170][2540/3757] lr: 2.589e-02, eta: 3 days, 3:07:07, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6820, loss_cls: 2.5068, loss: 2.5068, grad_norm: 3.7034 2020-08-05 01:38:57,804 - mmaction - INFO - Epoch [170][2560/3757] lr: 2.589e-02, eta: 3 days, 3:06:49, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6992, loss_cls: 2.4039, loss: 2.4039, grad_norm: 3.6544 2020-08-05 01:39:13,579 - mmaction - INFO - Epoch [170][2580/3757] lr: 2.589e-02, eta: 3 days, 3:06:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.3612, loss: 2.3612, grad_norm: 3.6399 2020-08-05 01:39:29,433 - mmaction - INFO - Epoch [170][2600/3757] lr: 2.589e-02, eta: 3 days, 3:06:12, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6937, loss_cls: 2.4586, loss: 2.4586, grad_norm: 3.8253 2020-08-05 01:39:45,184 - mmaction - INFO - Epoch [170][2620/3757] lr: 2.589e-02, eta: 3 days, 3:05:53, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6781, loss_cls: 2.5331, loss: 2.5331, grad_norm: 3.9170 2020-08-05 01:40:00,894 - mmaction - INFO - Epoch [170][2640/3757] lr: 2.589e-02, eta: 3 days, 3:05:34, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6703, loss_cls: 2.5198, loss: 2.5198, grad_norm: 3.6455 2020-08-05 01:40:16,788 - mmaction - INFO - Epoch [170][2660/3757] lr: 2.589e-02, eta: 3 days, 3:05:16, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6953, loss_cls: 2.4464, loss: 2.4464, grad_norm: 3.6797 2020-08-05 01:40:32,449 - mmaction - INFO - Epoch [170][2680/3757] lr: 2.589e-02, eta: 3 days, 3:04:57, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6914, loss_cls: 2.4522, loss: 2.4522, grad_norm: 3.6931 2020-08-05 01:40:48,235 - mmaction - INFO - Epoch [170][2700/3757] lr: 2.589e-02, eta: 3 days, 3:04:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6914, loss_cls: 2.4974, loss: 2.4974, grad_norm: 3.6890 2020-08-05 01:41:04,013 - mmaction - INFO - Epoch [170][2720/3757] lr: 2.589e-02, eta: 3 days, 3:04:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6961, loss_cls: 2.4757, loss: 2.4757, grad_norm: 3.7172 2020-08-05 01:41:19,837 - mmaction - INFO - Epoch [170][2740/3757] lr: 2.589e-02, eta: 3 days, 3:04:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.3911, loss: 2.3911, grad_norm: 3.6316 2020-08-05 01:41:35,561 - mmaction - INFO - Epoch [170][2760/3757] lr: 2.589e-02, eta: 3 days, 3:03:43, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6852, loss_cls: 2.4804, loss: 2.4804, grad_norm: 3.7273 2020-08-05 01:41:51,442 - mmaction - INFO - Epoch [170][2780/3757] lr: 2.589e-02, eta: 3 days, 3:03:25, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6781, loss_cls: 2.5044, loss: 2.5044, grad_norm: 3.7352 2020-08-05 01:42:07,267 - mmaction - INFO - Epoch [170][2800/3757] lr: 2.589e-02, eta: 3 days, 3:03:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6953, loss_cls: 2.4756, loss: 2.4756, grad_norm: 3.6108 2020-08-05 01:42:23,122 - mmaction - INFO - Epoch [170][2820/3757] lr: 2.589e-02, eta: 3 days, 3:02:48, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6781, loss_cls: 2.4679, loss: 2.4679, grad_norm: 3.5481 2020-08-05 01:42:39,003 - mmaction - INFO - Epoch [170][2840/3757] lr: 2.589e-02, eta: 3 days, 3:02:30, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6953, loss_cls: 2.4136, loss: 2.4136, grad_norm: 3.7090 2020-08-05 01:42:54,814 - mmaction - INFO - Epoch [170][2860/3757] lr: 2.589e-02, eta: 3 days, 3:02:11, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6945, loss_cls: 2.4194, loss: 2.4194, grad_norm: 3.7679 2020-08-05 01:43:10,612 - mmaction - INFO - Epoch [170][2880/3757] lr: 2.589e-02, eta: 3 days, 3:01:53, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6906, loss_cls: 2.4562, loss: 2.4562, grad_norm: 3.6990 2020-08-05 01:43:26,311 - mmaction - INFO - Epoch [170][2900/3757] lr: 2.589e-02, eta: 3 days, 3:01:34, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4227, top5_acc: 0.6758, loss_cls: 2.5743, loss: 2.5743, grad_norm: 3.7537 2020-08-05 01:43:42,078 - mmaction - INFO - Epoch [170][2920/3757] lr: 2.589e-02, eta: 3 days, 3:01:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6805, loss_cls: 2.5679, loss: 2.5679, grad_norm: 3.6625 2020-08-05 01:43:57,971 - mmaction - INFO - Epoch [170][2940/3757] lr: 2.589e-02, eta: 3 days, 3:00:57, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6914, loss_cls: 2.4381, loss: 2.4381, grad_norm: 3.6642 2020-08-05 01:44:13,818 - mmaction - INFO - Epoch [170][2960/3757] lr: 2.589e-02, eta: 3 days, 3:00:39, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6820, loss_cls: 2.5155, loss: 2.5155, grad_norm: 3.6935 2020-08-05 01:44:29,613 - mmaction - INFO - Epoch [170][2980/3757] lr: 2.589e-02, eta: 3 days, 3:00:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6789, loss_cls: 2.4882, loss: 2.4882, grad_norm: 3.6389 2020-08-05 01:44:45,493 - mmaction - INFO - Epoch [170][3000/3757] lr: 2.589e-02, eta: 3 days, 3:00:02, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7016, loss_cls: 2.4349, loss: 2.4349, grad_norm: 3.6768 2020-08-05 01:45:01,146 - mmaction - INFO - Epoch [170][3020/3757] lr: 2.589e-02, eta: 3 days, 2:59:43, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4156, top5_acc: 0.6742, loss_cls: 2.5183, loss: 2.5183, grad_norm: 3.6817 2020-08-05 01:45:16,931 - mmaction - INFO - Epoch [170][3040/3757] lr: 2.589e-02, eta: 3 days, 2:59:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6984, loss_cls: 2.4183, loss: 2.4183, grad_norm: 3.6309 2020-08-05 01:45:32,752 - mmaction - INFO - Epoch [170][3060/3757] lr: 2.589e-02, eta: 3 days, 2:59:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6883, loss_cls: 2.4970, loss: 2.4970, grad_norm: 3.7861 2020-08-05 01:45:48,521 - mmaction - INFO - Epoch [170][3080/3757] lr: 2.589e-02, eta: 3 days, 2:58:48, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6898, loss_cls: 2.4538, loss: 2.4538, grad_norm: 3.7450 2020-08-05 01:46:04,312 - mmaction - INFO - Epoch [170][3100/3757] lr: 2.589e-02, eta: 3 days, 2:58:29, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6852, loss_cls: 2.4597, loss: 2.4597, grad_norm: 3.5614 2020-08-05 01:46:20,083 - mmaction - INFO - Epoch [170][3120/3757] lr: 2.589e-02, eta: 3 days, 2:58:11, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7172, loss_cls: 2.3205, loss: 2.3205, grad_norm: 3.6415 2020-08-05 01:46:35,892 - mmaction - INFO - Epoch [170][3140/3757] lr: 2.589e-02, eta: 3 days, 2:57:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6898, loss_cls: 2.4220, loss: 2.4220, grad_norm: 3.6583 2020-08-05 01:46:51,737 - mmaction - INFO - Epoch [170][3160/3757] lr: 2.589e-02, eta: 3 days, 2:57:34, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6633, loss_cls: 2.5773, loss: 2.5773, grad_norm: 3.6170 2020-08-05 01:47:07,602 - mmaction - INFO - Epoch [170][3180/3757] lr: 2.589e-02, eta: 3 days, 2:57:16, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6922, loss_cls: 2.4002, loss: 2.4002, grad_norm: 3.5748 2020-08-05 01:47:23,385 - mmaction - INFO - Epoch [170][3200/3757] lr: 2.589e-02, eta: 3 days, 2:56:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6930, loss_cls: 2.4447, loss: 2.4447, grad_norm: 3.7310 2020-08-05 01:47:39,187 - mmaction - INFO - Epoch [170][3220/3757] lr: 2.589e-02, eta: 3 days, 2:56:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6914, loss_cls: 2.4289, loss: 2.4289, grad_norm: 3.6366 2020-08-05 01:47:55,112 - mmaction - INFO - Epoch [170][3240/3757] lr: 2.589e-02, eta: 3 days, 2:56:21, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.4274, loss: 2.4274, grad_norm: 3.6935 2020-08-05 01:48:10,864 - mmaction - INFO - Epoch [170][3260/3757] lr: 2.589e-02, eta: 3 days, 2:56:02, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6867, loss_cls: 2.5266, loss: 2.5266, grad_norm: 3.7286 2020-08-05 01:48:26,665 - mmaction - INFO - Epoch [170][3280/3757] lr: 2.589e-02, eta: 3 days, 2:55:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6922, loss_cls: 2.4102, loss: 2.4102, grad_norm: 3.6717 2020-08-05 01:48:42,436 - mmaction - INFO - Epoch [170][3300/3757] lr: 2.589e-02, eta: 3 days, 2:55:25, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7305, loss_cls: 2.3110, loss: 2.3110, grad_norm: 3.6075 2020-08-05 01:48:58,222 - mmaction - INFO - Epoch [170][3320/3757] lr: 2.589e-02, eta: 3 days, 2:55:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.7016, loss_cls: 2.3961, loss: 2.3961, grad_norm: 3.8073 2020-08-05 01:49:14,060 - mmaction - INFO - Epoch [170][3340/3757] lr: 2.589e-02, eta: 3 days, 2:54:48, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6852, loss_cls: 2.5055, loss: 2.5055, grad_norm: 3.6984 2020-08-05 01:49:29,813 - mmaction - INFO - Epoch [170][3360/3757] lr: 2.589e-02, eta: 3 days, 2:54:30, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6922, loss_cls: 2.4711, loss: 2.4711, grad_norm: 3.8081 2020-08-05 01:49:45,640 - mmaction - INFO - Epoch [170][3380/3757] lr: 2.589e-02, eta: 3 days, 2:54:11, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7070, loss_cls: 2.3217, loss: 2.3217, grad_norm: 3.7033 2020-08-05 01:50:01,352 - mmaction - INFO - Epoch [170][3400/3757] lr: 2.589e-02, eta: 3 days, 2:53:52, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6891, loss_cls: 2.4496, loss: 2.4496, grad_norm: 3.7742 2020-08-05 01:50:17,184 - mmaction - INFO - Epoch [170][3420/3757] lr: 2.589e-02, eta: 3 days, 2:53:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7117, loss_cls: 2.4083, loss: 2.4083, grad_norm: 3.6767 2020-08-05 01:50:32,984 - mmaction - INFO - Epoch [170][3440/3757] lr: 2.589e-02, eta: 3 days, 2:53:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6836, loss_cls: 2.4948, loss: 2.4948, grad_norm: 3.7145 2020-08-05 01:50:48,757 - mmaction - INFO - Epoch [170][3460/3757] lr: 2.589e-02, eta: 3 days, 2:52:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.7016, loss_cls: 2.4448, loss: 2.4448, grad_norm: 3.6704 2020-08-05 01:51:04,584 - mmaction - INFO - Epoch [170][3480/3757] lr: 2.589e-02, eta: 3 days, 2:52:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6937, loss_cls: 2.5219, loss: 2.5219, grad_norm: 3.7374 2020-08-05 01:51:20,347 - mmaction - INFO - Epoch [170][3500/3757] lr: 2.589e-02, eta: 3 days, 2:52:20, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7156, loss_cls: 2.3507, loss: 2.3507, grad_norm: 3.5647 2020-08-05 01:51:36,164 - mmaction - INFO - Epoch [170][3520/3757] lr: 2.589e-02, eta: 3 days, 2:52:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6898, loss_cls: 2.5227, loss: 2.5227, grad_norm: 3.7385 2020-08-05 01:51:51,981 - mmaction - INFO - Epoch [170][3540/3757] lr: 2.589e-02, eta: 3 days, 2:51:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.3508, loss: 2.3508, grad_norm: 3.6626 2020-08-05 01:52:07,793 - mmaction - INFO - Epoch [170][3560/3757] lr: 2.589e-02, eta: 3 days, 2:51:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6664, loss_cls: 2.5255, loss: 2.5255, grad_norm: 3.7860 2020-08-05 01:52:23,556 - mmaction - INFO - Epoch [170][3580/3757] lr: 2.589e-02, eta: 3 days, 2:51:06, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6883, loss_cls: 2.4879, loss: 2.4879, grad_norm: 3.6013 2020-08-05 01:52:39,350 - mmaction - INFO - Epoch [170][3600/3757] lr: 2.589e-02, eta: 3 days, 2:50:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6695, loss_cls: 2.5256, loss: 2.5256, grad_norm: 3.7263 2020-08-05 01:52:55,172 - mmaction - INFO - Epoch [170][3620/3757] lr: 2.589e-02, eta: 3 days, 2:50:29, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7047, loss_cls: 2.4291, loss: 2.4291, grad_norm: 3.6405 2020-08-05 01:53:10,979 - mmaction - INFO - Epoch [170][3640/3757] lr: 2.589e-02, eta: 3 days, 2:50:11, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6922, loss_cls: 2.4222, loss: 2.4222, grad_norm: 3.6643 2020-08-05 01:53:26,845 - mmaction - INFO - Epoch [170][3660/3757] lr: 2.589e-02, eta: 3 days, 2:49:53, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7016, loss_cls: 2.3098, loss: 2.3098, grad_norm: 3.5726 2020-08-05 01:53:42,537 - mmaction - INFO - Epoch [170][3680/3757] lr: 2.589e-02, eta: 3 days, 2:49:34, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6844, loss_cls: 2.4932, loss: 2.4932, grad_norm: 3.6293 2020-08-05 01:53:58,323 - mmaction - INFO - Epoch [170][3700/3757] lr: 2.589e-02, eta: 3 days, 2:49:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6937, loss_cls: 2.4634, loss: 2.4634, grad_norm: 3.6842 2020-08-05 01:54:14,181 - mmaction - INFO - Epoch [170][3720/3757] lr: 2.589e-02, eta: 3 days, 2:48:57, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6773, loss_cls: 2.4633, loss: 2.4633, grad_norm: 3.6228 2020-08-05 01:54:30,032 - mmaction - INFO - Epoch [170][3740/3757] lr: 2.589e-02, eta: 3 days, 2:48:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6781, loss_cls: 2.5234, loss: 2.5234, grad_norm: 3.7893 2020-08-05 01:59:14,315 - mmaction - INFO - Epoch [171][20/3757] lr: 2.536e-02, eta: 3 days, 2:55:42, time: 12.635, data_time: 11.553, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6930, loss_cls: 2.4120, loss: 2.4120, grad_norm: 3.6294 2020-08-05 01:59:30,394 - mmaction - INFO - Epoch [171][40/3757] lr: 2.536e-02, eta: 3 days, 2:55:24, time: 0.807, data_time: 0.014, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7180, loss_cls: 2.3803, loss: 2.3803, grad_norm: 3.7815 2020-08-05 01:59:46,247 - mmaction - INFO - Epoch [171][60/3757] lr: 2.536e-02, eta: 3 days, 2:55:06, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7078, loss_cls: 2.3556, loss: 2.3556, grad_norm: 3.6367 2020-08-05 02:00:02,035 - mmaction - INFO - Epoch [171][80/3757] lr: 2.536e-02, eta: 3 days, 2:54:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6930, loss_cls: 2.3873, loss: 2.3873, grad_norm: 3.7035 2020-08-05 02:00:21,610 - mmaction - INFO - Epoch [171][100/3757] lr: 2.536e-02, eta: 3 days, 2:54:36, time: 0.969, data_time: 0.001, memory: 6192, top1_acc: 0.4148, top5_acc: 0.6672, loss_cls: 2.5705, loss: 2.5705, grad_norm: 3.8026 2020-08-05 02:00:37,590 - mmaction - INFO - Epoch [171][120/3757] lr: 2.536e-02, eta: 3 days, 2:54:18, time: 0.809, data_time: 0.014, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7086, loss_cls: 2.3406, loss: 2.3406, grad_norm: 3.6605 2020-08-05 02:00:53,393 - mmaction - INFO - Epoch [171][140/3757] lr: 2.536e-02, eta: 3 days, 2:54:00, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6984, loss_cls: 2.3837, loss: 2.3837, grad_norm: 3.5889 2020-08-05 02:01:09,224 - mmaction - INFO - Epoch [171][160/3757] lr: 2.536e-02, eta: 3 days, 2:53:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6852, loss_cls: 2.5117, loss: 2.5117, grad_norm: 3.8200 2020-08-05 02:01:24,938 - mmaction - INFO - Epoch [171][180/3757] lr: 2.536e-02, eta: 3 days, 2:53:23, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7047, loss_cls: 2.3332, loss: 2.3332, grad_norm: 3.7299 2020-08-05 02:01:40,775 - mmaction - INFO - Epoch [171][200/3757] lr: 2.536e-02, eta: 3 days, 2:53:04, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7172, loss_cls: 2.3404, loss: 2.3404, grad_norm: 3.7025 2020-08-05 02:01:56,518 - mmaction - INFO - Epoch [171][220/3757] lr: 2.536e-02, eta: 3 days, 2:52:46, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6953, loss_cls: 2.3907, loss: 2.3907, grad_norm: 3.7338 2020-08-05 02:02:12,298 - mmaction - INFO - Epoch [171][240/3757] lr: 2.536e-02, eta: 3 days, 2:52:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6953, loss_cls: 2.4160, loss: 2.4160, grad_norm: 3.7044 2020-08-05 02:02:28,086 - mmaction - INFO - Epoch [171][260/3757] lr: 2.536e-02, eta: 3 days, 2:52:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6977, loss_cls: 2.4104, loss: 2.4104, grad_norm: 3.6069 2020-08-05 02:02:43,876 - mmaction - INFO - Epoch [171][280/3757] lr: 2.536e-02, eta: 3 days, 2:51:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7117, loss_cls: 2.3081, loss: 2.3081, grad_norm: 3.7036 2020-08-05 02:02:59,718 - mmaction - INFO - Epoch [171][300/3757] lr: 2.536e-02, eta: 3 days, 2:51:32, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6945, loss_cls: 2.4692, loss: 2.4692, grad_norm: 3.7700 2020-08-05 02:03:15,531 - mmaction - INFO - Epoch [171][320/3757] lr: 2.536e-02, eta: 3 days, 2:51:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7016, loss_cls: 2.3683, loss: 2.3683, grad_norm: 3.6009 2020-08-05 02:03:31,405 - mmaction - INFO - Epoch [171][340/3757] lr: 2.536e-02, eta: 3 days, 2:50:55, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7055, loss_cls: 2.3898, loss: 2.3898, grad_norm: 3.6362 2020-08-05 02:03:47,088 - mmaction - INFO - Epoch [171][360/3757] lr: 2.536e-02, eta: 3 days, 2:50:36, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7016, loss_cls: 2.3430, loss: 2.3430, grad_norm: 3.6227 2020-08-05 02:04:02,839 - mmaction - INFO - Epoch [171][380/3757] lr: 2.536e-02, eta: 3 days, 2:50:17, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6836, loss_cls: 2.4780, loss: 2.4780, grad_norm: 3.7855 2020-08-05 02:04:18,646 - mmaction - INFO - Epoch [171][400/3757] lr: 2.536e-02, eta: 3 days, 2:49:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.6875, loss_cls: 2.3674, loss: 2.3674, grad_norm: 3.6502 2020-08-05 02:04:34,477 - mmaction - INFO - Epoch [171][420/3757] lr: 2.536e-02, eta: 3 days, 2:49:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7109, loss_cls: 2.3786, loss: 2.3786, grad_norm: 3.7700 2020-08-05 02:04:50,287 - mmaction - INFO - Epoch [171][440/3757] lr: 2.536e-02, eta: 3 days, 2:49:22, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4680, top5_acc: 0.6969, loss_cls: 2.3826, loss: 2.3826, grad_norm: 3.6686 2020-08-05 02:05:06,120 - mmaction - INFO - Epoch [171][460/3757] lr: 2.536e-02, eta: 3 days, 2:49:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7047, loss_cls: 2.4005, loss: 2.4005, grad_norm: 3.7310 2020-08-05 02:05:21,907 - mmaction - INFO - Epoch [171][480/3757] lr: 2.536e-02, eta: 3 days, 2:48:45, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6797, loss_cls: 2.4770, loss: 2.4770, grad_norm: 3.7944 2020-08-05 02:05:37,577 - mmaction - INFO - Epoch [171][500/3757] lr: 2.536e-02, eta: 3 days, 2:48:26, time: 0.785, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6828, loss_cls: 2.4625, loss: 2.4625, grad_norm: 3.7990 2020-08-05 02:05:53,481 - mmaction - INFO - Epoch [171][520/3757] lr: 2.536e-02, eta: 3 days, 2:48:08, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6937, loss_cls: 2.4721, loss: 2.4721, grad_norm: 3.6632 2020-08-05 02:06:09,240 - mmaction - INFO - Epoch [171][540/3757] lr: 2.536e-02, eta: 3 days, 2:47:49, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6664, loss_cls: 2.5051, loss: 2.5051, grad_norm: 3.7134 2020-08-05 02:06:25,030 - mmaction - INFO - Epoch [171][560/3757] lr: 2.536e-02, eta: 3 days, 2:47:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.7117, loss_cls: 2.3748, loss: 2.3748, grad_norm: 3.6075 2020-08-05 02:06:40,922 - mmaction - INFO - Epoch [171][580/3757] lr: 2.536e-02, eta: 3 days, 2:47:12, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6836, loss_cls: 2.4605, loss: 2.4605, grad_norm: 3.6969 2020-08-05 02:06:56,841 - mmaction - INFO - Epoch [171][600/3757] lr: 2.536e-02, eta: 3 days, 2:46:54, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7141, loss_cls: 2.3861, loss: 2.3861, grad_norm: 3.7089 2020-08-05 02:07:12,626 - mmaction - INFO - Epoch [171][620/3757] lr: 2.536e-02, eta: 3 days, 2:46:35, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6930, loss_cls: 2.3835, loss: 2.3835, grad_norm: 3.7638 2020-08-05 02:07:28,494 - mmaction - INFO - Epoch [171][640/3757] lr: 2.536e-02, eta: 3 days, 2:46:17, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6906, loss_cls: 2.3903, loss: 2.3903, grad_norm: 3.7065 2020-08-05 02:07:44,349 - mmaction - INFO - Epoch [171][660/3757] lr: 2.536e-02, eta: 3 days, 2:45:59, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7133, loss_cls: 2.3895, loss: 2.3895, grad_norm: 3.7252 2020-08-05 02:08:00,187 - mmaction - INFO - Epoch [171][680/3757] lr: 2.536e-02, eta: 3 days, 2:45:40, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6937, loss_cls: 2.4638, loss: 2.4638, grad_norm: 3.6911 2020-08-05 02:08:16,203 - mmaction - INFO - Epoch [171][700/3757] lr: 2.536e-02, eta: 3 days, 2:45:22, time: 0.801, data_time: 0.013, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.5155, loss: 2.5155, grad_norm: 3.7395 2020-08-05 02:08:32,032 - mmaction - INFO - Epoch [171][720/3757] lr: 2.536e-02, eta: 3 days, 2:45:04, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7250, loss_cls: 2.2721, loss: 2.2721, grad_norm: 3.6343 2020-08-05 02:08:47,803 - mmaction - INFO - Epoch [171][740/3757] lr: 2.536e-02, eta: 3 days, 2:44:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7078, loss_cls: 2.4264, loss: 2.4264, grad_norm: 3.7010 2020-08-05 02:09:03,636 - mmaction - INFO - Epoch [171][760/3757] lr: 2.536e-02, eta: 3 days, 2:44:27, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7148, loss_cls: 2.3591, loss: 2.3591, grad_norm: 3.6161 2020-08-05 02:09:19,388 - mmaction - INFO - Epoch [171][780/3757] lr: 2.536e-02, eta: 3 days, 2:44:08, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7195, loss_cls: 2.3289, loss: 2.3289, grad_norm: 3.6681 2020-08-05 02:09:35,234 - mmaction - INFO - Epoch [171][800/3757] lr: 2.536e-02, eta: 3 days, 2:43:50, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4773, top5_acc: 0.6961, loss_cls: 2.3887, loss: 2.3887, grad_norm: 3.6183 2020-08-05 02:09:51,131 - mmaction - INFO - Epoch [171][820/3757] lr: 2.536e-02, eta: 3 days, 2:43:31, time: 0.796, data_time: 0.012, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7070, loss_cls: 2.3879, loss: 2.3879, grad_norm: 3.6207 2020-08-05 02:10:06,994 - mmaction - INFO - Epoch [171][840/3757] lr: 2.536e-02, eta: 3 days, 2:43:13, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6906, loss_cls: 2.4693, loss: 2.4693, grad_norm: 3.7574 2020-08-05 02:10:22,781 - mmaction - INFO - Epoch [171][860/3757] lr: 2.536e-02, eta: 3 days, 2:42:54, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6977, loss_cls: 2.4113, loss: 2.4113, grad_norm: 3.6957 2020-08-05 02:10:38,554 - mmaction - INFO - Epoch [171][880/3757] lr: 2.536e-02, eta: 3 days, 2:42:36, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6727, loss_cls: 2.5345, loss: 2.5345, grad_norm: 3.6427 2020-08-05 02:10:54,412 - mmaction - INFO - Epoch [171][900/3757] lr: 2.536e-02, eta: 3 days, 2:42:17, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6758, loss_cls: 2.4111, loss: 2.4111, grad_norm: 3.6017 2020-08-05 02:11:10,231 - mmaction - INFO - Epoch [171][920/3757] lr: 2.536e-02, eta: 3 days, 2:41:59, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6828, loss_cls: 2.4247, loss: 2.4247, grad_norm: 3.5354 2020-08-05 02:11:25,992 - mmaction - INFO - Epoch [171][940/3757] lr: 2.536e-02, eta: 3 days, 2:41:40, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4492, top5_acc: 0.7023, loss_cls: 2.4445, loss: 2.4445, grad_norm: 3.7176 2020-08-05 02:11:41,726 - mmaction - INFO - Epoch [171][960/3757] lr: 2.536e-02, eta: 3 days, 2:41:22, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6922, loss_cls: 2.4047, loss: 2.4047, grad_norm: 3.6267 2020-08-05 02:11:57,579 - mmaction - INFO - Epoch [171][980/3757] lr: 2.536e-02, eta: 3 days, 2:41:03, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6883, loss_cls: 2.4223, loss: 2.4223, grad_norm: 3.6903 2020-08-05 02:12:13,472 - mmaction - INFO - Epoch [171][1000/3757] lr: 2.536e-02, eta: 3 days, 2:40:45, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7039, loss_cls: 2.3603, loss: 2.3603, grad_norm: 3.5702 2020-08-05 02:12:29,316 - mmaction - INFO - Epoch [171][1020/3757] lr: 2.536e-02, eta: 3 days, 2:40:26, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6805, loss_cls: 2.4819, loss: 2.4819, grad_norm: 3.7955 2020-08-05 02:12:45,113 - mmaction - INFO - Epoch [171][1040/3757] lr: 2.536e-02, eta: 3 days, 2:40:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7109, loss_cls: 2.3705, loss: 2.3705, grad_norm: 3.5573 2020-08-05 02:13:00,983 - mmaction - INFO - Epoch [171][1060/3757] lr: 2.536e-02, eta: 3 days, 2:39:50, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6805, loss_cls: 2.5290, loss: 2.5290, grad_norm: 3.6184 2020-08-05 02:13:16,797 - mmaction - INFO - Epoch [171][1080/3757] lr: 2.536e-02, eta: 3 days, 2:39:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7031, loss_cls: 2.4255, loss: 2.4255, grad_norm: 3.7089 2020-08-05 02:13:32,591 - mmaction - INFO - Epoch [171][1100/3757] lr: 2.536e-02, eta: 3 days, 2:39:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.4300, loss: 2.4300, grad_norm: 3.5641 2020-08-05 02:13:48,410 - mmaction - INFO - Epoch [171][1120/3757] lr: 2.536e-02, eta: 3 days, 2:38:54, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7016, loss_cls: 2.3978, loss: 2.3978, grad_norm: 3.6021 2020-08-05 02:14:04,212 - mmaction - INFO - Epoch [171][1140/3757] lr: 2.536e-02, eta: 3 days, 2:38:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6906, loss_cls: 2.4863, loss: 2.4863, grad_norm: 3.7468 2020-08-05 02:14:20,125 - mmaction - INFO - Epoch [171][1160/3757] lr: 2.536e-02, eta: 3 days, 2:38:17, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7016, loss_cls: 2.3986, loss: 2.3986, grad_norm: 3.6962 2020-08-05 02:14:35,877 - mmaction - INFO - Epoch [171][1180/3757] lr: 2.536e-02, eta: 3 days, 2:37:59, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7211, loss_cls: 2.2696, loss: 2.2696, grad_norm: 3.5640 2020-08-05 02:14:51,613 - mmaction - INFO - Epoch [171][1200/3757] lr: 2.536e-02, eta: 3 days, 2:37:40, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6914, loss_cls: 2.4348, loss: 2.4348, grad_norm: 3.7568 2020-08-05 02:15:07,362 - mmaction - INFO - Epoch [171][1220/3757] lr: 2.536e-02, eta: 3 days, 2:37:22, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7000, loss_cls: 2.3727, loss: 2.3727, grad_norm: 3.6734 2020-08-05 02:15:23,292 - mmaction - INFO - Epoch [171][1240/3757] lr: 2.536e-02, eta: 3 days, 2:37:03, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6906, loss_cls: 2.3993, loss: 2.3993, grad_norm: 3.6027 2020-08-05 02:15:39,014 - mmaction - INFO - Epoch [171][1260/3757] lr: 2.536e-02, eta: 3 days, 2:36:45, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4633, top5_acc: 0.6977, loss_cls: 2.3521, loss: 2.3521, grad_norm: 3.6420 2020-08-05 02:15:54,777 - mmaction - INFO - Epoch [171][1280/3757] lr: 2.536e-02, eta: 3 days, 2:36:26, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6750, loss_cls: 2.5689, loss: 2.5689, grad_norm: 3.7596 2020-08-05 02:16:10,635 - mmaction - INFO - Epoch [171][1300/3757] lr: 2.536e-02, eta: 3 days, 2:36:08, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.7008, loss_cls: 2.4248, loss: 2.4248, grad_norm: 3.6333 2020-08-05 02:16:26,577 - mmaction - INFO - Epoch [171][1320/3757] lr: 2.536e-02, eta: 3 days, 2:35:50, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6727, loss_cls: 2.5439, loss: 2.5439, grad_norm: 3.7437 2020-08-05 02:16:42,367 - mmaction - INFO - Epoch [171][1340/3757] lr: 2.536e-02, eta: 3 days, 2:35:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.6922, loss_cls: 2.3958, loss: 2.3958, grad_norm: 3.6121 2020-08-05 02:16:58,212 - mmaction - INFO - Epoch [171][1360/3757] lr: 2.536e-02, eta: 3 days, 2:35:13, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6820, loss_cls: 2.4382, loss: 2.4382, grad_norm: 3.6434 2020-08-05 02:17:14,058 - mmaction - INFO - Epoch [171][1380/3757] lr: 2.536e-02, eta: 3 days, 2:34:54, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6844, loss_cls: 2.4563, loss: 2.4563, grad_norm: 3.6931 2020-08-05 02:17:29,788 - mmaction - INFO - Epoch [171][1400/3757] lr: 2.536e-02, eta: 3 days, 2:34:36, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7188, loss_cls: 2.3089, loss: 2.3089, grad_norm: 3.6407 2020-08-05 02:17:45,614 - mmaction - INFO - Epoch [171][1420/3757] lr: 2.536e-02, eta: 3 days, 2:34:17, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7148, loss_cls: 2.3472, loss: 2.3472, grad_norm: 3.6827 2020-08-05 02:18:01,459 - mmaction - INFO - Epoch [171][1440/3757] lr: 2.536e-02, eta: 3 days, 2:33:59, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6766, loss_cls: 2.5459, loss: 2.5459, grad_norm: 3.7667 2020-08-05 02:18:17,292 - mmaction - INFO - Epoch [171][1460/3757] lr: 2.536e-02, eta: 3 days, 2:33:40, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6844, loss_cls: 2.4347, loss: 2.4347, grad_norm: 3.6142 2020-08-05 02:18:33,176 - mmaction - INFO - Epoch [171][1480/3757] lr: 2.536e-02, eta: 3 days, 2:33:22, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7234, loss_cls: 2.3420, loss: 2.3420, grad_norm: 3.6135 2020-08-05 02:18:48,974 - mmaction - INFO - Epoch [171][1500/3757] lr: 2.536e-02, eta: 3 days, 2:33:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7016, loss_cls: 2.4247, loss: 2.4247, grad_norm: 3.7821 2020-08-05 02:19:04,864 - mmaction - INFO - Epoch [171][1520/3757] lr: 2.536e-02, eta: 3 days, 2:32:45, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6836, loss_cls: 2.4817, loss: 2.4817, grad_norm: 3.7711 2020-08-05 02:19:20,614 - mmaction - INFO - Epoch [171][1540/3757] lr: 2.536e-02, eta: 3 days, 2:32:27, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7008, loss_cls: 2.3680, loss: 2.3680, grad_norm: 3.6403 2020-08-05 02:19:36,540 - mmaction - INFO - Epoch [171][1560/3757] lr: 2.536e-02, eta: 3 days, 2:32:08, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.6906, loss_cls: 2.3923, loss: 2.3923, grad_norm: 3.5910 2020-08-05 02:19:52,329 - mmaction - INFO - Epoch [171][1580/3757] lr: 2.536e-02, eta: 3 days, 2:31:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6914, loss_cls: 2.3979, loss: 2.3979, grad_norm: 3.7737 2020-08-05 02:20:08,131 - mmaction - INFO - Epoch [171][1600/3757] lr: 2.536e-02, eta: 3 days, 2:31:31, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7063, loss_cls: 2.4134, loss: 2.4134, grad_norm: 3.7680 2020-08-05 02:20:23,851 - mmaction - INFO - Epoch [171][1620/3757] lr: 2.536e-02, eta: 3 days, 2:31:13, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6773, loss_cls: 2.4705, loss: 2.4705, grad_norm: 3.6550 2020-08-05 02:20:39,661 - mmaction - INFO - Epoch [171][1640/3757] lr: 2.536e-02, eta: 3 days, 2:30:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7047, loss_cls: 2.3842, loss: 2.3842, grad_norm: 3.7184 2020-08-05 02:20:55,642 - mmaction - INFO - Epoch [171][1660/3757] lr: 2.536e-02, eta: 3 days, 2:30:36, time: 0.799, data_time: 0.008, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6977, loss_cls: 2.4583, loss: 2.4583, grad_norm: 3.7236 2020-08-05 02:21:11,468 - mmaction - INFO - Epoch [171][1680/3757] lr: 2.536e-02, eta: 3 days, 2:30:18, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7016, loss_cls: 2.3808, loss: 2.3808, grad_norm: 3.7461 2020-08-05 02:21:27,155 - mmaction - INFO - Epoch [171][1700/3757] lr: 2.536e-02, eta: 3 days, 2:29:59, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6977, loss_cls: 2.4385, loss: 2.4385, grad_norm: 3.6909 2020-08-05 02:21:42,928 - mmaction - INFO - Epoch [171][1720/3757] lr: 2.536e-02, eta: 3 days, 2:29:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6930, loss_cls: 2.4008, loss: 2.4008, grad_norm: 3.7028 2020-08-05 02:21:58,801 - mmaction - INFO - Epoch [171][1740/3757] lr: 2.536e-02, eta: 3 days, 2:29:22, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6742, loss_cls: 2.4957, loss: 2.4957, grad_norm: 3.7996 2020-08-05 02:22:14,594 - mmaction - INFO - Epoch [171][1760/3757] lr: 2.536e-02, eta: 3 days, 2:29:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.7063, loss_cls: 2.4237, loss: 2.4237, grad_norm: 3.7281 2020-08-05 02:22:30,470 - mmaction - INFO - Epoch [171][1780/3757] lr: 2.536e-02, eta: 3 days, 2:28:45, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7008, loss_cls: 2.4456, loss: 2.4456, grad_norm: 3.6436 2020-08-05 02:22:46,283 - mmaction - INFO - Epoch [171][1800/3757] lr: 2.536e-02, eta: 3 days, 2:28:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7055, loss_cls: 2.4116, loss: 2.4116, grad_norm: 3.7049 2020-08-05 02:23:02,091 - mmaction - INFO - Epoch [171][1820/3757] lr: 2.536e-02, eta: 3 days, 2:28:08, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6813, loss_cls: 2.4966, loss: 2.4966, grad_norm: 3.6641 2020-08-05 02:23:17,945 - mmaction - INFO - Epoch [171][1840/3757] lr: 2.536e-02, eta: 3 days, 2:27:50, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6992, loss_cls: 2.4176, loss: 2.4176, grad_norm: 3.6862 2020-08-05 02:23:33,669 - mmaction - INFO - Epoch [171][1860/3757] lr: 2.536e-02, eta: 3 days, 2:27:31, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6961, loss_cls: 2.4301, loss: 2.4301, grad_norm: 3.6610 2020-08-05 02:23:49,408 - mmaction - INFO - Epoch [171][1880/3757] lr: 2.536e-02, eta: 3 days, 2:27:13, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6875, loss_cls: 2.4684, loss: 2.4684, grad_norm: 3.6604 2020-08-05 02:24:05,215 - mmaction - INFO - Epoch [171][1900/3757] lr: 2.536e-02, eta: 3 days, 2:26:54, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6891, loss_cls: 2.4699, loss: 2.4699, grad_norm: 3.7666 2020-08-05 02:24:20,995 - mmaction - INFO - Epoch [171][1920/3757] lr: 2.536e-02, eta: 3 days, 2:26:36, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4711, top5_acc: 0.6937, loss_cls: 2.4081, loss: 2.4081, grad_norm: 3.6399 2020-08-05 02:24:36,866 - mmaction - INFO - Epoch [171][1940/3757] lr: 2.536e-02, eta: 3 days, 2:26:18, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6906, loss_cls: 2.4150, loss: 2.4150, grad_norm: 3.6568 2020-08-05 02:24:52,598 - mmaction - INFO - Epoch [171][1960/3757] lr: 2.536e-02, eta: 3 days, 2:25:59, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6977, loss_cls: 2.4129, loss: 2.4129, grad_norm: 3.6954 2020-08-05 02:25:08,392 - mmaction - INFO - Epoch [171][1980/3757] lr: 2.536e-02, eta: 3 days, 2:25:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7016, loss_cls: 2.4080, loss: 2.4080, grad_norm: 3.6761 2020-08-05 02:25:24,284 - mmaction - INFO - Epoch [171][2000/3757] lr: 2.536e-02, eta: 3 days, 2:25:22, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6687, loss_cls: 2.5272, loss: 2.5272, grad_norm: 3.7604 2020-08-05 02:25:40,039 - mmaction - INFO - Epoch [171][2020/3757] lr: 2.536e-02, eta: 3 days, 2:25:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6883, loss_cls: 2.4047, loss: 2.4047, grad_norm: 3.7628 2020-08-05 02:25:55,813 - mmaction - INFO - Epoch [171][2040/3757] lr: 2.536e-02, eta: 3 days, 2:24:45, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.4362, loss: 2.4362, grad_norm: 3.7996 2020-08-05 02:26:11,645 - mmaction - INFO - Epoch [171][2060/3757] lr: 2.536e-02, eta: 3 days, 2:24:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4164, top5_acc: 0.6969, loss_cls: 2.5148, loss: 2.5148, grad_norm: 3.7868 2020-08-05 02:26:27,471 - mmaction - INFO - Epoch [171][2080/3757] lr: 2.536e-02, eta: 3 days, 2:24:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6914, loss_cls: 2.4489, loss: 2.4489, grad_norm: 3.6813 2020-08-05 02:26:44,216 - mmaction - INFO - Epoch [171][2100/3757] lr: 2.536e-02, eta: 3 days, 2:23:52, time: 0.838, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7047, loss_cls: 2.4082, loss: 2.4082, grad_norm: 3.6804 2020-08-05 02:26:59,991 - mmaction - INFO - Epoch [171][2120/3757] lr: 2.536e-02, eta: 3 days, 2:23:33, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6789, loss_cls: 2.5829, loss: 2.5829, grad_norm: 3.8505 2020-08-05 02:27:15,738 - mmaction - INFO - Epoch [171][2140/3757] lr: 2.536e-02, eta: 3 days, 2:23:15, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7047, loss_cls: 2.3809, loss: 2.3809, grad_norm: 3.6738 2020-08-05 02:27:31,578 - mmaction - INFO - Epoch [171][2160/3757] lr: 2.536e-02, eta: 3 days, 2:22:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6977, loss_cls: 2.4327, loss: 2.4327, grad_norm: 3.7064 2020-08-05 02:27:47,431 - mmaction - INFO - Epoch [171][2180/3757] lr: 2.536e-02, eta: 3 days, 2:22:38, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7031, loss_cls: 2.3683, loss: 2.3683, grad_norm: 3.7481 2020-08-05 02:28:03,268 - mmaction - INFO - Epoch [171][2200/3757] lr: 2.536e-02, eta: 3 days, 2:22:19, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6750, loss_cls: 2.5260, loss: 2.5260, grad_norm: 3.7729 2020-08-05 02:28:19,058 - mmaction - INFO - Epoch [171][2220/3757] lr: 2.536e-02, eta: 3 days, 2:22:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.7063, loss_cls: 2.4598, loss: 2.4598, grad_norm: 3.7604 2020-08-05 02:28:34,859 - mmaction - INFO - Epoch [171][2240/3757] lr: 2.536e-02, eta: 3 days, 2:21:42, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7281, loss_cls: 2.2358, loss: 2.2358, grad_norm: 3.6470 2020-08-05 02:28:50,695 - mmaction - INFO - Epoch [171][2260/3757] lr: 2.536e-02, eta: 3 days, 2:21:24, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6766, loss_cls: 2.4632, loss: 2.4632, grad_norm: 3.7741 2020-08-05 02:29:06,524 - mmaction - INFO - Epoch [171][2280/3757] lr: 2.536e-02, eta: 3 days, 2:21:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7031, loss_cls: 2.4222, loss: 2.4222, grad_norm: 3.7025 2020-08-05 02:29:22,357 - mmaction - INFO - Epoch [171][2300/3757] lr: 2.536e-02, eta: 3 days, 2:20:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6953, loss_cls: 2.4250, loss: 2.4250, grad_norm: 3.8095 2020-08-05 02:29:38,186 - mmaction - INFO - Epoch [171][2320/3757] lr: 2.536e-02, eta: 3 days, 2:20:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7195, loss_cls: 2.3578, loss: 2.3578, grad_norm: 3.7295 2020-08-05 02:29:54,020 - mmaction - INFO - Epoch [171][2340/3757] lr: 2.536e-02, eta: 3 days, 2:20:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6867, loss_cls: 2.4948, loss: 2.4948, grad_norm: 3.8849 2020-08-05 02:30:09,816 - mmaction - INFO - Epoch [171][2360/3757] lr: 2.536e-02, eta: 3 days, 2:19:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7078, loss_cls: 2.4137, loss: 2.4137, grad_norm: 3.8230 2020-08-05 02:30:25,587 - mmaction - INFO - Epoch [171][2380/3757] lr: 2.536e-02, eta: 3 days, 2:19:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7141, loss_cls: 2.3457, loss: 2.3457, grad_norm: 3.6139 2020-08-05 02:30:41,326 - mmaction - INFO - Epoch [171][2400/3757] lr: 2.536e-02, eta: 3 days, 2:19:15, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6594, loss_cls: 2.5647, loss: 2.5647, grad_norm: 3.7033 2020-08-05 02:30:57,122 - mmaction - INFO - Epoch [171][2420/3757] lr: 2.536e-02, eta: 3 days, 2:18:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6891, loss_cls: 2.4248, loss: 2.4248, grad_norm: 3.7201 2020-08-05 02:31:12,932 - mmaction - INFO - Epoch [171][2440/3757] lr: 2.536e-02, eta: 3 days, 2:18:38, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6969, loss_cls: 2.4521, loss: 2.4521, grad_norm: 3.8667 2020-08-05 02:31:28,742 - mmaction - INFO - Epoch [171][2460/3757] lr: 2.536e-02, eta: 3 days, 2:18:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6969, loss_cls: 2.4354, loss: 2.4354, grad_norm: 3.7665 2020-08-05 02:31:44,590 - mmaction - INFO - Epoch [171][2480/3757] lr: 2.536e-02, eta: 3 days, 2:18:01, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6781, loss_cls: 2.5200, loss: 2.5200, grad_norm: 3.6462 2020-08-05 02:32:00,470 - mmaction - INFO - Epoch [171][2500/3757] lr: 2.536e-02, eta: 3 days, 2:17:43, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7016, loss_cls: 2.4078, loss: 2.4078, grad_norm: 3.6976 2020-08-05 02:32:16,180 - mmaction - INFO - Epoch [171][2520/3757] lr: 2.536e-02, eta: 3 days, 2:17:24, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6898, loss_cls: 2.4485, loss: 2.4485, grad_norm: 3.6862 2020-08-05 02:32:32,018 - mmaction - INFO - Epoch [171][2540/3757] lr: 2.536e-02, eta: 3 days, 2:17:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6937, loss_cls: 2.4553, loss: 2.4553, grad_norm: 3.7318 2020-08-05 02:32:47,782 - mmaction - INFO - Epoch [171][2560/3757] lr: 2.536e-02, eta: 3 days, 2:16:47, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6891, loss_cls: 2.4512, loss: 2.4512, grad_norm: 3.6611 2020-08-05 02:33:03,515 - mmaction - INFO - Epoch [171][2580/3757] lr: 2.536e-02, eta: 3 days, 2:16:29, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6906, loss_cls: 2.4487, loss: 2.4487, grad_norm: 3.6984 2020-08-05 02:33:19,287 - mmaction - INFO - Epoch [171][2600/3757] lr: 2.536e-02, eta: 3 days, 2:16:10, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6805, loss_cls: 2.4523, loss: 2.4523, grad_norm: 3.6432 2020-08-05 02:33:35,110 - mmaction - INFO - Epoch [171][2620/3757] lr: 2.536e-02, eta: 3 days, 2:15:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6789, loss_cls: 2.4471, loss: 2.4471, grad_norm: 3.6788 2020-08-05 02:33:50,885 - mmaction - INFO - Epoch [171][2640/3757] lr: 2.536e-02, eta: 3 days, 2:15:33, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6875, loss_cls: 2.4708, loss: 2.4708, grad_norm: 3.6719 2020-08-05 02:34:06,715 - mmaction - INFO - Epoch [171][2660/3757] lr: 2.536e-02, eta: 3 days, 2:15:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.7008, loss_cls: 2.4689, loss: 2.4689, grad_norm: 3.8129 2020-08-05 02:34:22,499 - mmaction - INFO - Epoch [171][2680/3757] lr: 2.536e-02, eta: 3 days, 2:14:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6797, loss_cls: 2.5624, loss: 2.5624, grad_norm: 3.7277 2020-08-05 02:34:38,311 - mmaction - INFO - Epoch [171][2700/3757] lr: 2.536e-02, eta: 3 days, 2:14:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7031, loss_cls: 2.3725, loss: 2.3725, grad_norm: 3.6227 2020-08-05 02:34:54,132 - mmaction - INFO - Epoch [171][2720/3757] lr: 2.536e-02, eta: 3 days, 2:14:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6883, loss_cls: 2.4289, loss: 2.4289, grad_norm: 3.6523 2020-08-05 02:35:10,068 - mmaction - INFO - Epoch [171][2740/3757] lr: 2.536e-02, eta: 3 days, 2:14:01, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.7109, loss_cls: 2.4021, loss: 2.4021, grad_norm: 3.6792 2020-08-05 02:35:25,883 - mmaction - INFO - Epoch [171][2760/3757] lr: 2.536e-02, eta: 3 days, 2:13:43, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7078, loss_cls: 2.4520, loss: 2.4520, grad_norm: 3.7726 2020-08-05 02:35:41,706 - mmaction - INFO - Epoch [171][2780/3757] lr: 2.536e-02, eta: 3 days, 2:13:25, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.4087, loss: 2.4087, grad_norm: 3.7422 2020-08-05 02:35:57,485 - mmaction - INFO - Epoch [171][2800/3757] lr: 2.536e-02, eta: 3 days, 2:13:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6930, loss_cls: 2.4873, loss: 2.4873, grad_norm: 3.6351 2020-08-05 02:36:13,305 - mmaction - INFO - Epoch [171][2820/3757] lr: 2.536e-02, eta: 3 days, 2:12:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7047, loss_cls: 2.3880, loss: 2.3880, grad_norm: 3.7184 2020-08-05 02:36:29,094 - mmaction - INFO - Epoch [171][2840/3757] lr: 2.536e-02, eta: 3 days, 2:12:29, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6930, loss_cls: 2.4561, loss: 2.4561, grad_norm: 3.7934 2020-08-05 02:36:44,910 - mmaction - INFO - Epoch [171][2860/3757] lr: 2.536e-02, eta: 3 days, 2:12:11, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7141, loss_cls: 2.3264, loss: 2.3264, grad_norm: 3.7439 2020-08-05 02:37:00,834 - mmaction - INFO - Epoch [171][2880/3757] lr: 2.536e-02, eta: 3 days, 2:11:53, time: 0.795, data_time: 0.010, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6906, loss_cls: 2.4445, loss: 2.4445, grad_norm: 3.7888 2020-08-05 02:37:16,679 - mmaction - INFO - Epoch [171][2900/3757] lr: 2.536e-02, eta: 3 days, 2:11:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6703, loss_cls: 2.5091, loss: 2.5091, grad_norm: 3.6837 2020-08-05 02:37:32,416 - mmaction - INFO - Epoch [171][2920/3757] lr: 2.536e-02, eta: 3 days, 2:11:16, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7141, loss_cls: 2.3007, loss: 2.3007, grad_norm: 3.6247 2020-08-05 02:37:48,256 - mmaction - INFO - Epoch [171][2940/3757] lr: 2.536e-02, eta: 3 days, 2:10:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6844, loss_cls: 2.3957, loss: 2.3957, grad_norm: 3.6482 2020-08-05 02:38:04,046 - mmaction - INFO - Epoch [171][2960/3757] lr: 2.536e-02, eta: 3 days, 2:10:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6836, loss_cls: 2.5180, loss: 2.5180, grad_norm: 3.7969 2020-08-05 02:38:19,914 - mmaction - INFO - Epoch [171][2980/3757] lr: 2.536e-02, eta: 3 days, 2:10:21, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4164, top5_acc: 0.7047, loss_cls: 2.4509, loss: 2.4509, grad_norm: 3.7388 2020-08-05 02:38:35,776 - mmaction - INFO - Epoch [171][3000/3757] lr: 2.536e-02, eta: 3 days, 2:10:02, time: 0.793, data_time: 0.009, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6750, loss_cls: 2.5151, loss: 2.5151, grad_norm: 3.7361 2020-08-05 02:38:51,626 - mmaction - INFO - Epoch [171][3020/3757] lr: 2.536e-02, eta: 3 days, 2:09:44, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6922, loss_cls: 2.4875, loss: 2.4875, grad_norm: 3.6524 2020-08-05 02:39:07,362 - mmaction - INFO - Epoch [171][3040/3757] lr: 2.536e-02, eta: 3 days, 2:09:25, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7109, loss_cls: 2.3815, loss: 2.3815, grad_norm: 3.7651 2020-08-05 02:39:23,140 - mmaction - INFO - Epoch [171][3060/3757] lr: 2.536e-02, eta: 3 days, 2:09:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6859, loss_cls: 2.4812, loss: 2.4812, grad_norm: 3.8144 2020-08-05 02:39:38,919 - mmaction - INFO - Epoch [171][3080/3757] lr: 2.536e-02, eta: 3 days, 2:08:48, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6945, loss_cls: 2.4481, loss: 2.4481, grad_norm: 3.6761 2020-08-05 02:39:54,727 - mmaction - INFO - Epoch [171][3100/3757] lr: 2.536e-02, eta: 3 days, 2:08:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6742, loss_cls: 2.5607, loss: 2.5607, grad_norm: 3.7841 2020-08-05 02:40:10,540 - mmaction - INFO - Epoch [171][3120/3757] lr: 2.536e-02, eta: 3 days, 2:08:12, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.7117, loss_cls: 2.4011, loss: 2.4011, grad_norm: 3.7024 2020-08-05 02:40:26,326 - mmaction - INFO - Epoch [171][3140/3757] lr: 2.536e-02, eta: 3 days, 2:07:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.6992, loss_cls: 2.4807, loss: 2.4807, grad_norm: 3.8641 2020-08-05 02:40:42,210 - mmaction - INFO - Epoch [171][3160/3757] lr: 2.536e-02, eta: 3 days, 2:07:35, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7078, loss_cls: 2.3897, loss: 2.3897, grad_norm: 3.7948 2020-08-05 02:40:57,939 - mmaction - INFO - Epoch [171][3180/3757] lr: 2.536e-02, eta: 3 days, 2:07:16, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6984, loss_cls: 2.4257, loss: 2.4257, grad_norm: 3.6673 2020-08-05 02:41:13,775 - mmaction - INFO - Epoch [171][3200/3757] lr: 2.536e-02, eta: 3 days, 2:06:58, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6914, loss_cls: 2.4348, loss: 2.4348, grad_norm: 3.6201 2020-08-05 02:41:29,534 - mmaction - INFO - Epoch [171][3220/3757] lr: 2.536e-02, eta: 3 days, 2:06:39, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6859, loss_cls: 2.4993, loss: 2.4993, grad_norm: 3.7634 2020-08-05 02:41:45,321 - mmaction - INFO - Epoch [171][3240/3757] lr: 2.536e-02, eta: 3 days, 2:06:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.6953, loss_cls: 2.3937, loss: 2.3937, grad_norm: 3.6871 2020-08-05 02:42:01,180 - mmaction - INFO - Epoch [171][3260/3757] lr: 2.536e-02, eta: 3 days, 2:06:03, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.7000, loss_cls: 2.4666, loss: 2.4666, grad_norm: 3.8947 2020-08-05 02:42:17,007 - mmaction - INFO - Epoch [171][3280/3757] lr: 2.536e-02, eta: 3 days, 2:05:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6922, loss_cls: 2.4437, loss: 2.4437, grad_norm: 3.7587 2020-08-05 02:42:32,927 - mmaction - INFO - Epoch [171][3300/3757] lr: 2.536e-02, eta: 3 days, 2:05:26, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7086, loss_cls: 2.3734, loss: 2.3734, grad_norm: 3.6528 2020-08-05 02:42:48,749 - mmaction - INFO - Epoch [171][3320/3757] lr: 2.536e-02, eta: 3 days, 2:05:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7070, loss_cls: 2.4451, loss: 2.4451, grad_norm: 3.5772 2020-08-05 02:43:04,587 - mmaction - INFO - Epoch [171][3340/3757] lr: 2.536e-02, eta: 3 days, 2:04:49, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6898, loss_cls: 2.4304, loss: 2.4304, grad_norm: 3.7098 2020-08-05 02:43:20,437 - mmaction - INFO - Epoch [171][3360/3757] lr: 2.536e-02, eta: 3 days, 2:04:31, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6977, loss_cls: 2.4166, loss: 2.4166, grad_norm: 3.7367 2020-08-05 02:43:36,271 - mmaction - INFO - Epoch [171][3380/3757] lr: 2.536e-02, eta: 3 days, 2:04:13, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7031, loss_cls: 2.4449, loss: 2.4449, grad_norm: 3.7116 2020-08-05 02:43:52,631 - mmaction - INFO - Epoch [171][3400/3757] lr: 2.536e-02, eta: 3 days, 2:03:55, time: 0.818, data_time: 0.001, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6961, loss_cls: 2.3857, loss: 2.3857, grad_norm: 3.7377 2020-08-05 02:44:08,497 - mmaction - INFO - Epoch [171][3420/3757] lr: 2.536e-02, eta: 3 days, 2:03:37, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.7023, loss_cls: 2.3593, loss: 2.3593, grad_norm: 3.5597 2020-08-05 02:44:24,371 - mmaction - INFO - Epoch [171][3440/3757] lr: 2.536e-02, eta: 3 days, 2:03:19, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7125, loss_cls: 2.3626, loss: 2.3626, grad_norm: 3.7604 2020-08-05 02:44:43,126 - mmaction - INFO - Epoch [171][3460/3757] lr: 2.536e-02, eta: 3 days, 2:03:06, time: 0.938, data_time: 0.003, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6945, loss_cls: 2.4274, loss: 2.4274, grad_norm: 3.7702 2020-08-05 02:44:58,901 - mmaction - INFO - Epoch [171][3480/3757] lr: 2.536e-02, eta: 3 days, 2:02:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7141, loss_cls: 2.3255, loss: 2.3255, grad_norm: 3.6397 2020-08-05 02:45:14,792 - mmaction - INFO - Epoch [171][3500/3757] lr: 2.536e-02, eta: 3 days, 2:02:29, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6859, loss_cls: 2.4576, loss: 2.4576, grad_norm: 3.7948 2020-08-05 02:45:30,584 - mmaction - INFO - Epoch [171][3520/3757] lr: 2.536e-02, eta: 3 days, 2:02:11, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6969, loss_cls: 2.4403, loss: 2.4403, grad_norm: 3.6749 2020-08-05 02:45:46,391 - mmaction - INFO - Epoch [171][3540/3757] lr: 2.536e-02, eta: 3 days, 2:01:53, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6891, loss_cls: 2.4212, loss: 2.4212, grad_norm: 3.6749 2020-08-05 02:46:02,169 - mmaction - INFO - Epoch [171][3560/3757] lr: 2.536e-02, eta: 3 days, 2:01:34, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6805, loss_cls: 2.5400, loss: 2.5400, grad_norm: 3.8184 2020-08-05 02:46:17,906 - mmaction - INFO - Epoch [171][3580/3757] lr: 2.536e-02, eta: 3 days, 2:01:16, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6852, loss_cls: 2.4607, loss: 2.4607, grad_norm: 3.8062 2020-08-05 02:46:33,659 - mmaction - INFO - Epoch [171][3600/3757] lr: 2.536e-02, eta: 3 days, 2:00:57, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6937, loss_cls: 2.3983, loss: 2.3983, grad_norm: 3.6894 2020-08-05 02:46:49,424 - mmaction - INFO - Epoch [171][3620/3757] lr: 2.536e-02, eta: 3 days, 2:00:39, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7117, loss_cls: 2.3455, loss: 2.3455, grad_norm: 3.7764 2020-08-05 02:47:05,258 - mmaction - INFO - Epoch [171][3640/3757] lr: 2.536e-02, eta: 3 days, 2:00:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6977, loss_cls: 2.4218, loss: 2.4218, grad_norm: 3.8069 2020-08-05 02:47:20,972 - mmaction - INFO - Epoch [171][3660/3757] lr: 2.536e-02, eta: 3 days, 2:00:02, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6984, loss_cls: 2.4542, loss: 2.4542, grad_norm: 3.7589 2020-08-05 02:47:36,904 - mmaction - INFO - Epoch [171][3680/3757] lr: 2.536e-02, eta: 3 days, 1:59:44, time: 0.796, data_time: 0.009, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6937, loss_cls: 2.4481, loss: 2.4481, grad_norm: 3.7028 2020-08-05 02:47:52,768 - mmaction - INFO - Epoch [171][3700/3757] lr: 2.536e-02, eta: 3 days, 1:59:25, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.4095, loss: 2.4095, grad_norm: 3.6555 2020-08-05 02:48:08,626 - mmaction - INFO - Epoch [171][3720/3757] lr: 2.536e-02, eta: 3 days, 1:59:07, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6883, loss_cls: 2.4544, loss: 2.4544, grad_norm: 3.6667 2020-08-05 02:48:24,485 - mmaction - INFO - Epoch [171][3740/3757] lr: 2.536e-02, eta: 3 days, 1:58:49, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6836, loss_cls: 2.4712, loss: 2.4712, grad_norm: 3.8504 2020-08-05 02:52:59,181 - mmaction - INFO - Epoch [172][20/3757] lr: 2.482e-02, eta: 3 days, 2:05:02, time: 11.776, data_time: 10.842, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7031, loss_cls: 2.3995, loss: 2.3995, grad_norm: 3.6377 2020-08-05 02:53:14,902 - mmaction - INFO - Epoch [172][40/3757] lr: 2.482e-02, eta: 3 days, 2:04:44, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7102, loss_cls: 2.3491, loss: 2.3491, grad_norm: 3.7275 2020-08-05 02:53:30,813 - mmaction - INFO - Epoch [172][60/3757] lr: 2.482e-02, eta: 3 days, 2:04:25, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7227, loss_cls: 2.2939, loss: 2.2939, grad_norm: 3.7855 2020-08-05 02:53:46,582 - mmaction - INFO - Epoch [172][80/3757] lr: 2.482e-02, eta: 3 days, 2:04:07, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6969, loss_cls: 2.4417, loss: 2.4417, grad_norm: 3.8809 2020-08-05 02:54:02,366 - mmaction - INFO - Epoch [172][100/3757] lr: 2.482e-02, eta: 3 days, 2:03:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6797, loss_cls: 2.4749, loss: 2.4749, grad_norm: 3.8772 2020-08-05 02:54:18,122 - mmaction - INFO - Epoch [172][120/3757] lr: 2.482e-02, eta: 3 days, 2:03:30, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6969, loss_cls: 2.4089, loss: 2.4089, grad_norm: 3.7724 2020-08-05 02:54:33,883 - mmaction - INFO - Epoch [172][140/3757] lr: 2.482e-02, eta: 3 days, 2:03:11, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7016, loss_cls: 2.4182, loss: 2.4182, grad_norm: 3.6983 2020-08-05 02:54:49,672 - mmaction - INFO - Epoch [172][160/3757] lr: 2.482e-02, eta: 3 days, 2:02:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6922, loss_cls: 2.3945, loss: 2.3945, grad_norm: 3.6530 2020-08-05 02:55:05,529 - mmaction - INFO - Epoch [172][180/3757] lr: 2.482e-02, eta: 3 days, 2:02:34, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7227, loss_cls: 2.3155, loss: 2.3155, grad_norm: 3.7986 2020-08-05 02:55:21,238 - mmaction - INFO - Epoch [172][200/3757] lr: 2.482e-02, eta: 3 days, 2:02:16, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6937, loss_cls: 2.3944, loss: 2.3944, grad_norm: 3.8713 2020-08-05 02:55:36,956 - mmaction - INFO - Epoch [172][220/3757] lr: 2.482e-02, eta: 3 days, 2:01:57, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6852, loss_cls: 2.4813, loss: 2.4813, grad_norm: 3.7924 2020-08-05 02:55:52,791 - mmaction - INFO - Epoch [172][240/3757] lr: 2.482e-02, eta: 3 days, 2:01:39, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6711, loss_cls: 2.4888, loss: 2.4888, grad_norm: 3.7878 2020-08-05 02:56:08,631 - mmaction - INFO - Epoch [172][260/3757] lr: 2.482e-02, eta: 3 days, 2:01:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6984, loss_cls: 2.4499, loss: 2.4499, grad_norm: 3.7337 2020-08-05 02:56:24,419 - mmaction - INFO - Epoch [172][280/3757] lr: 2.482e-02, eta: 3 days, 2:01:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7008, loss_cls: 2.3763, loss: 2.3763, grad_norm: 3.8021 2020-08-05 02:56:40,242 - mmaction - INFO - Epoch [172][300/3757] lr: 2.482e-02, eta: 3 days, 2:00:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.7102, loss_cls: 2.3705, loss: 2.3705, grad_norm: 3.7395 2020-08-05 02:56:56,037 - mmaction - INFO - Epoch [172][320/3757] lr: 2.482e-02, eta: 3 days, 2:00:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7109, loss_cls: 2.3453, loss: 2.3453, grad_norm: 3.7686 2020-08-05 02:57:12,086 - mmaction - INFO - Epoch [172][340/3757] lr: 2.482e-02, eta: 3 days, 2:00:07, time: 0.802, data_time: 0.016, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6844, loss_cls: 2.3461, loss: 2.3461, grad_norm: 3.8440 2020-08-05 02:57:27,873 - mmaction - INFO - Epoch [172][360/3757] lr: 2.482e-02, eta: 3 days, 1:59:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6883, loss_cls: 2.4067, loss: 2.4067, grad_norm: 3.7336 2020-08-05 02:57:43,685 - mmaction - INFO - Epoch [172][380/3757] lr: 2.482e-02, eta: 3 days, 1:59:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6992, loss_cls: 2.3949, loss: 2.3949, grad_norm: 3.8090 2020-08-05 02:57:59,515 - mmaction - INFO - Epoch [172][400/3757] lr: 2.482e-02, eta: 3 days, 1:59:11, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6977, loss_cls: 2.4554, loss: 2.4554, grad_norm: 3.8670 2020-08-05 02:58:15,432 - mmaction - INFO - Epoch [172][420/3757] lr: 2.482e-02, eta: 3 days, 1:58:53, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6977, loss_cls: 2.4974, loss: 2.4974, grad_norm: 3.8402 2020-08-05 02:58:31,307 - mmaction - INFO - Epoch [172][440/3757] lr: 2.482e-02, eta: 3 days, 1:58:35, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7109, loss_cls: 2.3740, loss: 2.3740, grad_norm: 3.8403 2020-08-05 02:58:46,995 - mmaction - INFO - Epoch [172][460/3757] lr: 2.482e-02, eta: 3 days, 1:58:16, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6930, loss_cls: 2.4677, loss: 2.4677, grad_norm: 3.7919 2020-08-05 02:59:02,814 - mmaction - INFO - Epoch [172][480/3757] lr: 2.482e-02, eta: 3 days, 1:57:58, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.6906, loss_cls: 2.4491, loss: 2.4491, grad_norm: 3.6838 2020-08-05 02:59:18,560 - mmaction - INFO - Epoch [172][500/3757] lr: 2.482e-02, eta: 3 days, 1:57:39, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6977, loss_cls: 2.4098, loss: 2.4098, grad_norm: 3.7157 2020-08-05 02:59:34,344 - mmaction - INFO - Epoch [172][520/3757] lr: 2.482e-02, eta: 3 days, 1:57:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7117, loss_cls: 2.4048, loss: 2.4048, grad_norm: 3.7363 2020-08-05 02:59:50,193 - mmaction - INFO - Epoch [172][540/3757] lr: 2.482e-02, eta: 3 days, 1:57:02, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.7211, loss_cls: 2.3690, loss: 2.3690, grad_norm: 3.7891 2020-08-05 03:00:09,656 - mmaction - INFO - Epoch [172][560/3757] lr: 2.482e-02, eta: 3 days, 1:56:51, time: 0.967, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7148, loss_cls: 2.3420, loss: 2.3420, grad_norm: 3.6991 2020-08-05 03:00:25,459 - mmaction - INFO - Epoch [172][580/3757] lr: 2.482e-02, eta: 3 days, 1:56:32, time: 0.797, data_time: 0.010, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6945, loss_cls: 2.4226, loss: 2.4226, grad_norm: 3.7941 2020-08-05 03:00:41,319 - mmaction - INFO - Epoch [172][600/3757] lr: 2.482e-02, eta: 3 days, 1:56:14, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7016, loss_cls: 2.3940, loss: 2.3940, grad_norm: 3.6626 2020-08-05 03:00:57,205 - mmaction - INFO - Epoch [172][620/3757] lr: 2.482e-02, eta: 3 days, 1:55:56, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7195, loss_cls: 2.3930, loss: 2.3930, grad_norm: 3.9005 2020-08-05 03:01:12,927 - mmaction - INFO - Epoch [172][640/3757] lr: 2.482e-02, eta: 3 days, 1:55:37, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7023, loss_cls: 2.3975, loss: 2.3975, grad_norm: 3.9839 2020-08-05 03:01:28,771 - mmaction - INFO - Epoch [172][660/3757] lr: 2.482e-02, eta: 3 days, 1:55:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.3949, loss: 2.3949, grad_norm: 3.7651 2020-08-05 03:01:44,558 - mmaction - INFO - Epoch [172][680/3757] lr: 2.482e-02, eta: 3 days, 1:55:00, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4352, top5_acc: 0.7016, loss_cls: 2.4627, loss: 2.4627, grad_norm: 3.8473 2020-08-05 03:02:00,403 - mmaction - INFO - Epoch [172][700/3757] lr: 2.482e-02, eta: 3 days, 1:54:42, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7195, loss_cls: 2.3257, loss: 2.3257, grad_norm: 3.7409 2020-08-05 03:02:16,274 - mmaction - INFO - Epoch [172][720/3757] lr: 2.482e-02, eta: 3 days, 1:54:24, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6859, loss_cls: 2.4653, loss: 2.4653, grad_norm: 3.8591 2020-08-05 03:02:32,146 - mmaction - INFO - Epoch [172][740/3757] lr: 2.482e-02, eta: 3 days, 1:54:05, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6945, loss_cls: 2.4677, loss: 2.4677, grad_norm: 3.7375 2020-08-05 03:02:47,946 - mmaction - INFO - Epoch [172][760/3757] lr: 2.482e-02, eta: 3 days, 1:53:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6969, loss_cls: 2.4303, loss: 2.4303, grad_norm: 3.6598 2020-08-05 03:03:03,756 - mmaction - INFO - Epoch [172][780/3757] lr: 2.482e-02, eta: 3 days, 1:53:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.7094, loss_cls: 2.3949, loss: 2.3949, grad_norm: 3.7620 2020-08-05 03:03:19,578 - mmaction - INFO - Epoch [172][800/3757] lr: 2.482e-02, eta: 3 days, 1:53:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6820, loss_cls: 2.4548, loss: 2.4548, grad_norm: 3.8183 2020-08-05 03:03:35,344 - mmaction - INFO - Epoch [172][820/3757] lr: 2.482e-02, eta: 3 days, 1:52:51, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.3394, loss: 2.3394, grad_norm: 3.7501 2020-08-05 03:03:51,099 - mmaction - INFO - Epoch [172][840/3757] lr: 2.482e-02, eta: 3 days, 1:52:33, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7148, loss_cls: 2.2929, loss: 2.2929, grad_norm: 3.7375 2020-08-05 03:04:06,940 - mmaction - INFO - Epoch [172][860/3757] lr: 2.482e-02, eta: 3 days, 1:52:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7227, loss_cls: 2.3696, loss: 2.3696, grad_norm: 3.7558 2020-08-05 03:04:22,798 - mmaction - INFO - Epoch [172][880/3757] lr: 2.482e-02, eta: 3 days, 1:51:56, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6914, loss_cls: 2.4727, loss: 2.4727, grad_norm: 3.9231 2020-08-05 03:04:38,596 - mmaction - INFO - Epoch [172][900/3757] lr: 2.482e-02, eta: 3 days, 1:51:38, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7070, loss_cls: 2.3497, loss: 2.3497, grad_norm: 3.7579 2020-08-05 03:04:54,388 - mmaction - INFO - Epoch [172][920/3757] lr: 2.482e-02, eta: 3 days, 1:51:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7023, loss_cls: 2.4228, loss: 2.4228, grad_norm: 3.8369 2020-08-05 03:05:10,231 - mmaction - INFO - Epoch [172][940/3757] lr: 2.482e-02, eta: 3 days, 1:51:01, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6766, loss_cls: 2.5028, loss: 2.5028, grad_norm: 3.6341 2020-08-05 03:05:25,928 - mmaction - INFO - Epoch [172][960/3757] lr: 2.482e-02, eta: 3 days, 1:50:42, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6914, loss_cls: 2.4637, loss: 2.4637, grad_norm: 3.7294 2020-08-05 03:05:41,713 - mmaction - INFO - Epoch [172][980/3757] lr: 2.482e-02, eta: 3 days, 1:50:23, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7219, loss_cls: 2.3388, loss: 2.3388, grad_norm: 3.6727 2020-08-05 03:05:57,513 - mmaction - INFO - Epoch [172][1000/3757] lr: 2.482e-02, eta: 3 days, 1:50:05, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6727, loss_cls: 2.4422, loss: 2.4422, grad_norm: 3.8912 2020-08-05 03:06:13,409 - mmaction - INFO - Epoch [172][1020/3757] lr: 2.482e-02, eta: 3 days, 1:49:47, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6953, loss_cls: 2.3797, loss: 2.3797, grad_norm: 3.6782 2020-08-05 03:06:29,083 - mmaction - INFO - Epoch [172][1040/3757] lr: 2.482e-02, eta: 3 days, 1:49:28, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6820, loss_cls: 2.4406, loss: 2.4406, grad_norm: 3.7162 2020-08-05 03:06:44,863 - mmaction - INFO - Epoch [172][1060/3757] lr: 2.482e-02, eta: 3 days, 1:49:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7063, loss_cls: 2.3571, loss: 2.3571, grad_norm: 3.8429 2020-08-05 03:07:00,680 - mmaction - INFO - Epoch [172][1080/3757] lr: 2.482e-02, eta: 3 days, 1:48:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.4735, loss: 2.4735, grad_norm: 3.7877 2020-08-05 03:07:16,488 - mmaction - INFO - Epoch [172][1100/3757] lr: 2.482e-02, eta: 3 days, 1:48:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4773, top5_acc: 0.6914, loss_cls: 2.3789, loss: 2.3789, grad_norm: 3.7969 2020-08-05 03:07:32,390 - mmaction - INFO - Epoch [172][1120/3757] lr: 2.482e-02, eta: 3 days, 1:48:14, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6859, loss_cls: 2.4442, loss: 2.4442, grad_norm: 3.7356 2020-08-05 03:07:48,136 - mmaction - INFO - Epoch [172][1140/3757] lr: 2.482e-02, eta: 3 days, 1:47:56, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7031, loss_cls: 2.4194, loss: 2.4194, grad_norm: 3.8191 2020-08-05 03:08:03,917 - mmaction - INFO - Epoch [172][1160/3757] lr: 2.482e-02, eta: 3 days, 1:47:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6945, loss_cls: 2.4742, loss: 2.4742, grad_norm: 3.8427 2020-08-05 03:08:19,674 - mmaction - INFO - Epoch [172][1180/3757] lr: 2.482e-02, eta: 3 days, 1:47:19, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.6937, loss_cls: 2.3808, loss: 2.3808, grad_norm: 3.6772 2020-08-05 03:08:35,515 - mmaction - INFO - Epoch [172][1200/3757] lr: 2.482e-02, eta: 3 days, 1:47:01, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7133, loss_cls: 2.3274, loss: 2.3274, grad_norm: 3.7745 2020-08-05 03:08:51,253 - mmaction - INFO - Epoch [172][1220/3757] lr: 2.482e-02, eta: 3 days, 1:46:42, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7039, loss_cls: 2.3749, loss: 2.3749, grad_norm: 3.7833 2020-08-05 03:09:07,043 - mmaction - INFO - Epoch [172][1240/3757] lr: 2.482e-02, eta: 3 days, 1:46:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.3611, loss: 2.3611, grad_norm: 3.7243 2020-08-05 03:09:22,850 - mmaction - INFO - Epoch [172][1260/3757] lr: 2.482e-02, eta: 3 days, 1:46:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6961, loss_cls: 2.4519, loss: 2.4519, grad_norm: 3.7982 2020-08-05 03:09:38,671 - mmaction - INFO - Epoch [172][1280/3757] lr: 2.482e-02, eta: 3 days, 1:45:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.4592, loss: 2.4592, grad_norm: 3.7531 2020-08-05 03:09:54,557 - mmaction - INFO - Epoch [172][1300/3757] lr: 2.482e-02, eta: 3 days, 1:45:28, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.6984, loss_cls: 2.3861, loss: 2.3861, grad_norm: 3.8621 2020-08-05 03:10:10,561 - mmaction - INFO - Epoch [172][1320/3757] lr: 2.482e-02, eta: 3 days, 1:45:10, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6930, loss_cls: 2.4269, loss: 2.4269, grad_norm: 3.7081 2020-08-05 03:10:26,276 - mmaction - INFO - Epoch [172][1340/3757] lr: 2.482e-02, eta: 3 days, 1:44:52, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7156, loss_cls: 2.3134, loss: 2.3134, grad_norm: 3.6587 2020-08-05 03:10:42,103 - mmaction - INFO - Epoch [172][1360/3757] lr: 2.482e-02, eta: 3 days, 1:44:33, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7141, loss_cls: 2.4098, loss: 2.4098, grad_norm: 3.7770 2020-08-05 03:10:57,870 - mmaction - INFO - Epoch [172][1380/3757] lr: 2.482e-02, eta: 3 days, 1:44:15, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7180, loss_cls: 2.3897, loss: 2.3897, grad_norm: 3.7463 2020-08-05 03:11:13,672 - mmaction - INFO - Epoch [172][1400/3757] lr: 2.482e-02, eta: 3 days, 1:43:56, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6891, loss_cls: 2.5138, loss: 2.5138, grad_norm: 3.7744 2020-08-05 03:11:29,509 - mmaction - INFO - Epoch [172][1420/3757] lr: 2.482e-02, eta: 3 days, 1:43:38, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7070, loss_cls: 2.3740, loss: 2.3740, grad_norm: 3.6316 2020-08-05 03:11:45,238 - mmaction - INFO - Epoch [172][1440/3757] lr: 2.482e-02, eta: 3 days, 1:43:19, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4602, top5_acc: 0.6937, loss_cls: 2.4035, loss: 2.4035, grad_norm: 3.7328 2020-08-05 03:12:01,068 - mmaction - INFO - Epoch [172][1460/3757] lr: 2.482e-02, eta: 3 days, 1:43:01, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4477, top5_acc: 0.7109, loss_cls: 2.3729, loss: 2.3729, grad_norm: 3.7253 2020-08-05 03:12:16,905 - mmaction - INFO - Epoch [172][1480/3757] lr: 2.482e-02, eta: 3 days, 1:42:43, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6945, loss_cls: 2.4604, loss: 2.4604, grad_norm: 3.8849 2020-08-05 03:12:32,646 - mmaction - INFO - Epoch [172][1500/3757] lr: 2.482e-02, eta: 3 days, 1:42:24, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4195, top5_acc: 0.6758, loss_cls: 2.5130, loss: 2.5130, grad_norm: 3.8283 2020-08-05 03:12:48,482 - mmaction - INFO - Epoch [172][1520/3757] lr: 2.482e-02, eta: 3 days, 1:42:06, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7070, loss_cls: 2.4497, loss: 2.4497, grad_norm: 3.6808 2020-08-05 03:13:04,374 - mmaction - INFO - Epoch [172][1540/3757] lr: 2.482e-02, eta: 3 days, 1:41:47, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6922, loss_cls: 2.4023, loss: 2.4023, grad_norm: 3.6759 2020-08-05 03:13:20,122 - mmaction - INFO - Epoch [172][1560/3757] lr: 2.482e-02, eta: 3 days, 1:41:29, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6852, loss_cls: 2.4826, loss: 2.4826, grad_norm: 3.8528 2020-08-05 03:13:35,932 - mmaction - INFO - Epoch [172][1580/3757] lr: 2.482e-02, eta: 3 days, 1:41:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6742, loss_cls: 2.5278, loss: 2.5278, grad_norm: 3.7889 2020-08-05 03:13:51,663 - mmaction - INFO - Epoch [172][1600/3757] lr: 2.482e-02, eta: 3 days, 1:40:52, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6867, loss_cls: 2.4511, loss: 2.4511, grad_norm: 3.6887 2020-08-05 03:14:07,474 - mmaction - INFO - Epoch [172][1620/3757] lr: 2.482e-02, eta: 3 days, 1:40:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6922, loss_cls: 2.4000, loss: 2.4000, grad_norm: 3.7751 2020-08-05 03:14:23,233 - mmaction - INFO - Epoch [172][1640/3757] lr: 2.482e-02, eta: 3 days, 1:40:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6977, loss_cls: 2.4055, loss: 2.4055, grad_norm: 3.8628 2020-08-05 03:14:39,024 - mmaction - INFO - Epoch [172][1660/3757] lr: 2.482e-02, eta: 3 days, 1:39:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6953, loss_cls: 2.4302, loss: 2.4302, grad_norm: 3.7828 2020-08-05 03:14:54,852 - mmaction - INFO - Epoch [172][1680/3757] lr: 2.482e-02, eta: 3 days, 1:39:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7133, loss_cls: 2.3147, loss: 2.3147, grad_norm: 3.6165 2020-08-05 03:15:10,891 - mmaction - INFO - Epoch [172][1700/3757] lr: 2.482e-02, eta: 3 days, 1:39:20, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.4664, top5_acc: 0.6984, loss_cls: 2.4025, loss: 2.4025, grad_norm: 3.6047 2020-08-05 03:15:26,648 - mmaction - INFO - Epoch [172][1720/3757] lr: 2.482e-02, eta: 3 days, 1:39:02, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6969, loss_cls: 2.3999, loss: 2.3999, grad_norm: 3.6654 2020-08-05 03:15:42,482 - mmaction - INFO - Epoch [172][1740/3757] lr: 2.482e-02, eta: 3 days, 1:38:43, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.6945, loss_cls: 2.4216, loss: 2.4216, grad_norm: 3.6738 2020-08-05 03:15:58,338 - mmaction - INFO - Epoch [172][1760/3757] lr: 2.482e-02, eta: 3 days, 1:38:25, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7172, loss_cls: 2.3616, loss: 2.3616, grad_norm: 3.6309 2020-08-05 03:16:14,177 - mmaction - INFO - Epoch [172][1780/3757] lr: 2.482e-02, eta: 3 days, 1:38:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6859, loss_cls: 2.4477, loss: 2.4477, grad_norm: 3.7258 2020-08-05 03:16:29,948 - mmaction - INFO - Epoch [172][1800/3757] lr: 2.482e-02, eta: 3 days, 1:37:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7000, loss_cls: 2.3694, loss: 2.3694, grad_norm: 3.6856 2020-08-05 03:16:45,737 - mmaction - INFO - Epoch [172][1820/3757] lr: 2.482e-02, eta: 3 days, 1:37:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.7023, loss_cls: 2.4375, loss: 2.4375, grad_norm: 3.7840 2020-08-05 03:17:01,636 - mmaction - INFO - Epoch [172][1840/3757] lr: 2.482e-02, eta: 3 days, 1:37:11, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6781, loss_cls: 2.4922, loss: 2.4922, grad_norm: 3.7446 2020-08-05 03:17:17,427 - mmaction - INFO - Epoch [172][1860/3757] lr: 2.482e-02, eta: 3 days, 1:36:53, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7188, loss_cls: 2.3649, loss: 2.3649, grad_norm: 3.7657 2020-08-05 03:17:33,263 - mmaction - INFO - Epoch [172][1880/3757] lr: 2.482e-02, eta: 3 days, 1:36:35, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7156, loss_cls: 2.3372, loss: 2.3372, grad_norm: 3.7647 2020-08-05 03:17:49,175 - mmaction - INFO - Epoch [172][1900/3757] lr: 2.482e-02, eta: 3 days, 1:36:16, time: 0.796, data_time: 0.011, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6891, loss_cls: 2.4683, loss: 2.4683, grad_norm: 3.6994 2020-08-05 03:18:04,967 - mmaction - INFO - Epoch [172][1920/3757] lr: 2.482e-02, eta: 3 days, 1:35:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6961, loss_cls: 2.3799, loss: 2.3799, grad_norm: 3.6849 2020-08-05 03:18:20,743 - mmaction - INFO - Epoch [172][1940/3757] lr: 2.482e-02, eta: 3 days, 1:35:39, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7133, loss_cls: 2.3190, loss: 2.3190, grad_norm: 3.8037 2020-08-05 03:18:36,609 - mmaction - INFO - Epoch [172][1960/3757] lr: 2.482e-02, eta: 3 days, 1:35:21, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6953, loss_cls: 2.4751, loss: 2.4751, grad_norm: 3.7804 2020-08-05 03:18:52,455 - mmaction - INFO - Epoch [172][1980/3757] lr: 2.482e-02, eta: 3 days, 1:35:03, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6961, loss_cls: 2.3751, loss: 2.3751, grad_norm: 3.7912 2020-08-05 03:19:08,183 - mmaction - INFO - Epoch [172][2000/3757] lr: 2.482e-02, eta: 3 days, 1:34:44, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7047, loss_cls: 2.3690, loss: 2.3690, grad_norm: 3.7616 2020-08-05 03:19:24,017 - mmaction - INFO - Epoch [172][2020/3757] lr: 2.482e-02, eta: 3 days, 1:34:26, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.7023, loss_cls: 2.4101, loss: 2.4101, grad_norm: 3.7871 2020-08-05 03:19:39,825 - mmaction - INFO - Epoch [172][2040/3757] lr: 2.482e-02, eta: 3 days, 1:34:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6820, loss_cls: 2.4505, loss: 2.4505, grad_norm: 3.7225 2020-08-05 03:19:55,631 - mmaction - INFO - Epoch [172][2060/3757] lr: 2.482e-02, eta: 3 days, 1:33:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6883, loss_cls: 2.4479, loss: 2.4479, grad_norm: 3.7244 2020-08-05 03:20:11,507 - mmaction - INFO - Epoch [172][2080/3757] lr: 2.482e-02, eta: 3 days, 1:33:31, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7016, loss_cls: 2.3549, loss: 2.3549, grad_norm: 3.7373 2020-08-05 03:20:27,201 - mmaction - INFO - Epoch [172][2100/3757] lr: 2.482e-02, eta: 3 days, 1:33:12, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6906, loss_cls: 2.4533, loss: 2.4533, grad_norm: 3.8658 2020-08-05 03:20:43,018 - mmaction - INFO - Epoch [172][2120/3757] lr: 2.482e-02, eta: 3 days, 1:32:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7172, loss_cls: 2.3683, loss: 2.3683, grad_norm: 3.7087 2020-08-05 03:20:58,788 - mmaction - INFO - Epoch [172][2140/3757] lr: 2.482e-02, eta: 3 days, 1:32:35, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6930, loss_cls: 2.4413, loss: 2.4413, grad_norm: 3.7629 2020-08-05 03:21:14,610 - mmaction - INFO - Epoch [172][2160/3757] lr: 2.482e-02, eta: 3 days, 1:32:17, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6953, loss_cls: 2.4273, loss: 2.4273, grad_norm: 3.7833 2020-08-05 03:21:30,384 - mmaction - INFO - Epoch [172][2180/3757] lr: 2.482e-02, eta: 3 days, 1:31:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.3930, loss: 2.3930, grad_norm: 3.8269 2020-08-05 03:21:46,173 - mmaction - INFO - Epoch [172][2200/3757] lr: 2.482e-02, eta: 3 days, 1:31:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6875, loss_cls: 2.4769, loss: 2.4769, grad_norm: 3.8799 2020-08-05 03:22:01,932 - mmaction - INFO - Epoch [172][2220/3757] lr: 2.482e-02, eta: 3 days, 1:31:21, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6945, loss_cls: 2.4721, loss: 2.4721, grad_norm: 3.8543 2020-08-05 03:22:17,780 - mmaction - INFO - Epoch [172][2240/3757] lr: 2.482e-02, eta: 3 days, 1:31:03, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.7109, loss_cls: 2.3783, loss: 2.3783, grad_norm: 3.8213 2020-08-05 03:22:33,574 - mmaction - INFO - Epoch [172][2260/3757] lr: 2.482e-02, eta: 3 days, 1:30:45, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7039, loss_cls: 2.3924, loss: 2.3924, grad_norm: 3.8812 2020-08-05 03:22:49,382 - mmaction - INFO - Epoch [172][2280/3757] lr: 2.482e-02, eta: 3 days, 1:30:26, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7133, loss_cls: 2.3925, loss: 2.3925, grad_norm: 3.8995 2020-08-05 03:23:05,245 - mmaction - INFO - Epoch [172][2300/3757] lr: 2.482e-02, eta: 3 days, 1:30:08, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6773, loss_cls: 2.5046, loss: 2.5046, grad_norm: 3.8147 2020-08-05 03:23:20,967 - mmaction - INFO - Epoch [172][2320/3757] lr: 2.482e-02, eta: 3 days, 1:29:49, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6992, loss_cls: 2.4232, loss: 2.4232, grad_norm: 3.7876 2020-08-05 03:23:36,790 - mmaction - INFO - Epoch [172][2340/3757] lr: 2.482e-02, eta: 3 days, 1:29:31, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4445, top5_acc: 0.7000, loss_cls: 2.4487, loss: 2.4487, grad_norm: 3.7054 2020-08-05 03:23:52,532 - mmaction - INFO - Epoch [172][2360/3757] lr: 2.482e-02, eta: 3 days, 1:29:12, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7023, loss_cls: 2.3888, loss: 2.3888, grad_norm: 3.7076 2020-08-05 03:24:08,323 - mmaction - INFO - Epoch [172][2380/3757] lr: 2.482e-02, eta: 3 days, 1:28:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6734, loss_cls: 2.4950, loss: 2.4950, grad_norm: 3.8367 2020-08-05 03:24:24,152 - mmaction - INFO - Epoch [172][2400/3757] lr: 2.482e-02, eta: 3 days, 1:28:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6930, loss_cls: 2.4232, loss: 2.4232, grad_norm: 3.6982 2020-08-05 03:24:40,013 - mmaction - INFO - Epoch [172][2420/3757] lr: 2.482e-02, eta: 3 days, 1:28:17, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7023, loss_cls: 2.3704, loss: 2.3704, grad_norm: 3.7182 2020-08-05 03:24:55,844 - mmaction - INFO - Epoch [172][2440/3757] lr: 2.482e-02, eta: 3 days, 1:27:59, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.7031, loss_cls: 2.4639, loss: 2.4639, grad_norm: 3.8324 2020-08-05 03:25:11,655 - mmaction - INFO - Epoch [172][2460/3757] lr: 2.482e-02, eta: 3 days, 1:27:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6859, loss_cls: 2.4581, loss: 2.4581, grad_norm: 3.7493 2020-08-05 03:25:27,507 - mmaction - INFO - Epoch [172][2480/3757] lr: 2.482e-02, eta: 3 days, 1:27:22, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7125, loss_cls: 2.3661, loss: 2.3661, grad_norm: 3.7673 2020-08-05 03:25:43,152 - mmaction - INFO - Epoch [172][2500/3757] lr: 2.482e-02, eta: 3 days, 1:27:04, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6945, loss_cls: 2.4404, loss: 2.4404, grad_norm: 3.6191 2020-08-05 03:25:59,060 - mmaction - INFO - Epoch [172][2520/3757] lr: 2.482e-02, eta: 3 days, 1:26:45, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6969, loss_cls: 2.4585, loss: 2.4585, grad_norm: 3.8094 2020-08-05 03:26:14,825 - mmaction - INFO - Epoch [172][2540/3757] lr: 2.482e-02, eta: 3 days, 1:26:27, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6789, loss_cls: 2.5299, loss: 2.5299, grad_norm: 3.8074 2020-08-05 03:26:30,640 - mmaction - INFO - Epoch [172][2560/3757] lr: 2.482e-02, eta: 3 days, 1:26:09, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.7195, loss_cls: 2.3912, loss: 2.3912, grad_norm: 3.7248 2020-08-05 03:26:46,476 - mmaction - INFO - Epoch [172][2580/3757] lr: 2.482e-02, eta: 3 days, 1:25:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6719, loss_cls: 2.5561, loss: 2.5561, grad_norm: 3.7646 2020-08-05 03:27:02,278 - mmaction - INFO - Epoch [172][2600/3757] lr: 2.482e-02, eta: 3 days, 1:25:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7008, loss_cls: 2.3490, loss: 2.3490, grad_norm: 3.5910 2020-08-05 03:27:17,995 - mmaction - INFO - Epoch [172][2620/3757] lr: 2.482e-02, eta: 3 days, 1:25:13, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7000, loss_cls: 2.3833, loss: 2.3833, grad_norm: 3.6850 2020-08-05 03:27:33,773 - mmaction - INFO - Epoch [172][2640/3757] lr: 2.482e-02, eta: 3 days, 1:24:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7164, loss_cls: 2.3505, loss: 2.3505, grad_norm: 3.6894 2020-08-05 03:27:49,546 - mmaction - INFO - Epoch [172][2660/3757] lr: 2.482e-02, eta: 3 days, 1:24:36, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7070, loss_cls: 2.3641, loss: 2.3641, grad_norm: 3.7976 2020-08-05 03:28:05,347 - mmaction - INFO - Epoch [172][2680/3757] lr: 2.482e-02, eta: 3 days, 1:24:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7070, loss_cls: 2.4586, loss: 2.4586, grad_norm: 3.7334 2020-08-05 03:28:21,144 - mmaction - INFO - Epoch [172][2700/3757] lr: 2.482e-02, eta: 3 days, 1:24:00, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6992, loss_cls: 2.4100, loss: 2.4100, grad_norm: 3.8800 2020-08-05 03:28:36,969 - mmaction - INFO - Epoch [172][2720/3757] lr: 2.482e-02, eta: 3 days, 1:23:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6937, loss_cls: 2.3968, loss: 2.3968, grad_norm: 3.8619 2020-08-05 03:28:52,800 - mmaction - INFO - Epoch [172][2740/3757] lr: 2.482e-02, eta: 3 days, 1:23:23, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6898, loss_cls: 2.4746, loss: 2.4746, grad_norm: 3.7844 2020-08-05 03:29:08,649 - mmaction - INFO - Epoch [172][2760/3757] lr: 2.482e-02, eta: 3 days, 1:23:04, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6953, loss_cls: 2.4312, loss: 2.4312, grad_norm: 3.7851 2020-08-05 03:29:24,440 - mmaction - INFO - Epoch [172][2780/3757] lr: 2.482e-02, eta: 3 days, 1:22:46, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6961, loss_cls: 2.3903, loss: 2.3903, grad_norm: 3.7348 2020-08-05 03:29:40,348 - mmaction - INFO - Epoch [172][2800/3757] lr: 2.482e-02, eta: 3 days, 1:22:28, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7180, loss_cls: 2.3462, loss: 2.3462, grad_norm: 3.6814 2020-08-05 03:29:56,054 - mmaction - INFO - Epoch [172][2820/3757] lr: 2.482e-02, eta: 3 days, 1:22:09, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7109, loss_cls: 2.3625, loss: 2.3625, grad_norm: 3.7589 2020-08-05 03:30:11,837 - mmaction - INFO - Epoch [172][2840/3757] lr: 2.482e-02, eta: 3 days, 1:21:51, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6984, loss_cls: 2.4349, loss: 2.4349, grad_norm: 3.6893 2020-08-05 03:30:27,685 - mmaction - INFO - Epoch [172][2860/3757] lr: 2.482e-02, eta: 3 days, 1:21:33, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7156, loss_cls: 2.3651, loss: 2.3651, grad_norm: 3.7690 2020-08-05 03:30:43,505 - mmaction - INFO - Epoch [172][2880/3757] lr: 2.482e-02, eta: 3 days, 1:21:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7070, loss_cls: 2.3515, loss: 2.3515, grad_norm: 3.7616 2020-08-05 03:30:59,272 - mmaction - INFO - Epoch [172][2900/3757] lr: 2.482e-02, eta: 3 days, 1:20:56, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6867, loss_cls: 2.4382, loss: 2.4382, grad_norm: 3.6938 2020-08-05 03:31:15,178 - mmaction - INFO - Epoch [172][2920/3757] lr: 2.482e-02, eta: 3 days, 1:20:38, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7320, loss_cls: 2.3355, loss: 2.3355, grad_norm: 3.8016 2020-08-05 03:31:30,987 - mmaction - INFO - Epoch [172][2940/3757] lr: 2.482e-02, eta: 3 days, 1:20:19, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7188, loss_cls: 2.3142, loss: 2.3142, grad_norm: 3.7294 2020-08-05 03:31:46,745 - mmaction - INFO - Epoch [172][2960/3757] lr: 2.482e-02, eta: 3 days, 1:20:01, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4398, top5_acc: 0.7078, loss_cls: 2.3704, loss: 2.3704, grad_norm: 3.7615 2020-08-05 03:32:02,534 - mmaction - INFO - Epoch [172][2980/3757] lr: 2.482e-02, eta: 3 days, 1:19:42, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6945, loss_cls: 2.4808, loss: 2.4808, grad_norm: 3.7319 2020-08-05 03:32:18,342 - mmaction - INFO - Epoch [172][3000/3757] lr: 2.482e-02, eta: 3 days, 1:19:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6859, loss_cls: 2.4551, loss: 2.4551, grad_norm: 3.7270 2020-08-05 03:32:34,246 - mmaction - INFO - Epoch [172][3020/3757] lr: 2.482e-02, eta: 3 days, 1:19:06, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6695, loss_cls: 2.5372, loss: 2.5372, grad_norm: 3.7139 2020-08-05 03:32:50,131 - mmaction - INFO - Epoch [172][3040/3757] lr: 2.482e-02, eta: 3 days, 1:18:47, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7047, loss_cls: 2.3533, loss: 2.3533, grad_norm: 3.7084 2020-08-05 03:33:05,947 - mmaction - INFO - Epoch [172][3060/3757] lr: 2.482e-02, eta: 3 days, 1:18:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6891, loss_cls: 2.4927, loss: 2.4927, grad_norm: 3.8196 2020-08-05 03:33:21,670 - mmaction - INFO - Epoch [172][3080/3757] lr: 2.482e-02, eta: 3 days, 1:18:11, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6906, loss_cls: 2.4499, loss: 2.4499, grad_norm: 3.7180 2020-08-05 03:33:37,435 - mmaction - INFO - Epoch [172][3100/3757] lr: 2.482e-02, eta: 3 days, 1:17:52, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6937, loss_cls: 2.4606, loss: 2.4606, grad_norm: 3.7452 2020-08-05 03:33:53,325 - mmaction - INFO - Epoch [172][3120/3757] lr: 2.482e-02, eta: 3 days, 1:17:34, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6930, loss_cls: 2.4392, loss: 2.4392, grad_norm: 3.6566 2020-08-05 03:34:09,097 - mmaction - INFO - Epoch [172][3140/3757] lr: 2.482e-02, eta: 3 days, 1:17:15, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4188, top5_acc: 0.6883, loss_cls: 2.4964, loss: 2.4964, grad_norm: 3.8009 2020-08-05 03:34:24,917 - mmaction - INFO - Epoch [172][3160/3757] lr: 2.482e-02, eta: 3 days, 1:16:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6852, loss_cls: 2.4562, loss: 2.4562, grad_norm: 3.6864 2020-08-05 03:34:40,681 - mmaction - INFO - Epoch [172][3180/3757] lr: 2.482e-02, eta: 3 days, 1:16:39, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6930, loss_cls: 2.4234, loss: 2.4234, grad_norm: 3.7538 2020-08-05 03:34:56,447 - mmaction - INFO - Epoch [172][3200/3757] lr: 2.482e-02, eta: 3 days, 1:16:20, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7000, loss_cls: 2.4278, loss: 2.4278, grad_norm: 3.7062 2020-08-05 03:35:12,211 - mmaction - INFO - Epoch [172][3220/3757] lr: 2.482e-02, eta: 3 days, 1:16:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6789, loss_cls: 2.4923, loss: 2.4923, grad_norm: 3.7525 2020-08-05 03:35:27,996 - mmaction - INFO - Epoch [172][3240/3757] lr: 2.482e-02, eta: 3 days, 1:15:43, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7148, loss_cls: 2.3435, loss: 2.3435, grad_norm: 3.6739 2020-08-05 03:35:43,772 - mmaction - INFO - Epoch [172][3260/3757] lr: 2.482e-02, eta: 3 days, 1:15:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6930, loss_cls: 2.4207, loss: 2.4207, grad_norm: 3.7618 2020-08-05 03:35:59,581 - mmaction - INFO - Epoch [172][3280/3757] lr: 2.482e-02, eta: 3 days, 1:15:06, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6953, loss_cls: 2.4184, loss: 2.4184, grad_norm: 3.7357 2020-08-05 03:36:15,373 - mmaction - INFO - Epoch [172][3300/3757] lr: 2.482e-02, eta: 3 days, 1:14:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7031, loss_cls: 2.3703, loss: 2.3703, grad_norm: 3.6998 2020-08-05 03:36:31,197 - mmaction - INFO - Epoch [172][3320/3757] lr: 2.482e-02, eta: 3 days, 1:14:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.4011, loss: 2.4011, grad_norm: 3.7854 2020-08-05 03:36:46,975 - mmaction - INFO - Epoch [172][3340/3757] lr: 2.482e-02, eta: 3 days, 1:14:11, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7164, loss_cls: 2.3064, loss: 2.3064, grad_norm: 3.6940 2020-08-05 03:37:02,757 - mmaction - INFO - Epoch [172][3360/3757] lr: 2.482e-02, eta: 3 days, 1:13:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7203, loss_cls: 2.3439, loss: 2.3439, grad_norm: 3.7329 2020-08-05 03:37:18,539 - mmaction - INFO - Epoch [172][3380/3757] lr: 2.482e-02, eta: 3 days, 1:13:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6852, loss_cls: 2.5240, loss: 2.5240, grad_norm: 3.7556 2020-08-05 03:37:34,267 - mmaction - INFO - Epoch [172][3400/3757] lr: 2.482e-02, eta: 3 days, 1:13:16, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6883, loss_cls: 2.4650, loss: 2.4650, grad_norm: 3.9550 2020-08-05 03:37:50,055 - mmaction - INFO - Epoch [172][3420/3757] lr: 2.482e-02, eta: 3 days, 1:12:58, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4672, top5_acc: 0.6836, loss_cls: 2.4459, loss: 2.4459, grad_norm: 3.6657 2020-08-05 03:38:06,081 - mmaction - INFO - Epoch [172][3440/3757] lr: 2.482e-02, eta: 3 days, 1:12:40, time: 0.801, data_time: 0.010, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6977, loss_cls: 2.4259, loss: 2.4259, grad_norm: 3.7569 2020-08-05 03:38:21,887 - mmaction - INFO - Epoch [172][3460/3757] lr: 2.482e-02, eta: 3 days, 1:12:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6844, loss_cls: 2.5334, loss: 2.5334, grad_norm: 3.7893 2020-08-05 03:38:37,677 - mmaction - INFO - Epoch [172][3480/3757] lr: 2.482e-02, eta: 3 days, 1:12:03, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6922, loss_cls: 2.4624, loss: 2.4624, grad_norm: 3.7849 2020-08-05 03:38:53,511 - mmaction - INFO - Epoch [172][3500/3757] lr: 2.482e-02, eta: 3 days, 1:11:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6961, loss_cls: 2.4858, loss: 2.4858, grad_norm: 3.8029 2020-08-05 03:39:09,302 - mmaction - INFO - Epoch [172][3520/3757] lr: 2.482e-02, eta: 3 days, 1:11:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6906, loss_cls: 2.4731, loss: 2.4731, grad_norm: 3.8167 2020-08-05 03:39:25,081 - mmaction - INFO - Epoch [172][3540/3757] lr: 2.482e-02, eta: 3 days, 1:11:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6898, loss_cls: 2.3897, loss: 2.3897, grad_norm: 3.6856 2020-08-05 03:39:41,004 - mmaction - INFO - Epoch [172][3560/3757] lr: 2.482e-02, eta: 3 days, 1:10:50, time: 0.796, data_time: 0.010, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6984, loss_cls: 2.4054, loss: 2.4054, grad_norm: 3.6277 2020-08-05 03:39:56,827 - mmaction - INFO - Epoch [172][3580/3757] lr: 2.482e-02, eta: 3 days, 1:10:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4688, top5_acc: 0.6891, loss_cls: 2.4376, loss: 2.4376, grad_norm: 3.6583 2020-08-05 03:40:12,619 - mmaction - INFO - Epoch [172][3600/3757] lr: 2.482e-02, eta: 3 days, 1:10:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6984, loss_cls: 2.3888, loss: 2.3888, grad_norm: 3.5262 2020-08-05 03:40:28,359 - mmaction - INFO - Epoch [172][3620/3757] lr: 2.482e-02, eta: 3 days, 1:09:54, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7031, loss_cls: 2.3812, loss: 2.3812, grad_norm: 3.6716 2020-08-05 03:40:44,137 - mmaction - INFO - Epoch [172][3640/3757] lr: 2.482e-02, eta: 3 days, 1:09:36, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7031, loss_cls: 2.4191, loss: 2.4191, grad_norm: 3.7247 2020-08-05 03:40:59,989 - mmaction - INFO - Epoch [172][3660/3757] lr: 2.482e-02, eta: 3 days, 1:09:18, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7031, loss_cls: 2.4098, loss: 2.4098, grad_norm: 3.7800 2020-08-05 03:41:15,747 - mmaction - INFO - Epoch [172][3680/3757] lr: 2.482e-02, eta: 3 days, 1:08:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6805, loss_cls: 2.5165, loss: 2.5165, grad_norm: 3.7117 2020-08-05 03:41:31,581 - mmaction - INFO - Epoch [172][3700/3757] lr: 2.482e-02, eta: 3 days, 1:08:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3517, loss: 2.3517, grad_norm: 3.7589 2020-08-05 03:41:47,330 - mmaction - INFO - Epoch [172][3720/3757] lr: 2.482e-02, eta: 3 days, 1:08:22, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4664, top5_acc: 0.6984, loss_cls: 2.3846, loss: 2.3846, grad_norm: 3.7484 2020-08-05 03:42:03,134 - mmaction - INFO - Epoch [172][3740/3757] lr: 2.482e-02, eta: 3 days, 1:08:04, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6836, loss_cls: 2.5143, loss: 2.5143, grad_norm: 3.7703 2020-08-05 03:42:41,755 - mmaction - INFO - Saving checkpoint at 172 epochs 2020-08-05 03:46:43,575 - mmaction - INFO - Epoch [173][20/3757] lr: 2.429e-02, eta: 3 days, 1:14:12, time: 11.985, data_time: 11.015, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.5357, loss: 2.5357, grad_norm: 3.7924 2020-08-05 03:46:59,445 - mmaction - INFO - Epoch [173][40/3757] lr: 2.429e-02, eta: 3 days, 1:13:54, time: 0.797, data_time: 0.007, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7141, loss_cls: 2.3964, loss: 2.3964, grad_norm: 3.8105 2020-08-05 03:47:15,266 - mmaction - INFO - Epoch [173][60/3757] lr: 2.429e-02, eta: 3 days, 1:13:35, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7156, loss_cls: 2.3655, loss: 2.3655, grad_norm: 3.5964 2020-08-05 03:47:31,101 - mmaction - INFO - Epoch [173][80/3757] lr: 2.429e-02, eta: 3 days, 1:13:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6680, loss_cls: 2.4834, loss: 2.4834, grad_norm: 3.7172 2020-08-05 03:47:47,686 - mmaction - INFO - Epoch [173][100/3757] lr: 2.429e-02, eta: 3 days, 1:13:00, time: 0.830, data_time: 0.007, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7312, loss_cls: 2.2889, loss: 2.2889, grad_norm: 3.6142 2020-08-05 03:48:03,583 - mmaction - INFO - Epoch [173][120/3757] lr: 2.429e-02, eta: 3 days, 1:12:42, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7242, loss_cls: 2.2866, loss: 2.2866, grad_norm: 3.7292 2020-08-05 03:48:25,190 - mmaction - INFO - Epoch [173][140/3757] lr: 2.429e-02, eta: 3 days, 1:12:34, time: 1.080, data_time: 0.003, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7016, loss_cls: 2.3782, loss: 2.3782, grad_norm: 3.7015 2020-08-05 03:48:41,412 - mmaction - INFO - Epoch [173][160/3757] lr: 2.429e-02, eta: 3 days, 1:12:17, time: 0.812, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7180, loss_cls: 2.2952, loss: 2.2952, grad_norm: 3.6891 2020-08-05 03:48:57,233 - mmaction - INFO - Epoch [173][180/3757] lr: 2.429e-02, eta: 3 days, 1:11:58, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7125, loss_cls: 2.2965, loss: 2.2965, grad_norm: 3.5957 2020-08-05 03:49:13,038 - mmaction - INFO - Epoch [173][200/3757] lr: 2.429e-02, eta: 3 days, 1:11:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6891, loss_cls: 2.4161, loss: 2.4161, grad_norm: 3.7491 2020-08-05 03:49:28,844 - mmaction - INFO - Epoch [173][220/3757] lr: 2.429e-02, eta: 3 days, 1:11:21, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6758, loss_cls: 2.4604, loss: 2.4604, grad_norm: 3.6214 2020-08-05 03:49:44,739 - mmaction - INFO - Epoch [173][240/3757] lr: 2.429e-02, eta: 3 days, 1:11:03, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6961, loss_cls: 2.4465, loss: 2.4465, grad_norm: 3.7292 2020-08-05 03:50:00,571 - mmaction - INFO - Epoch [173][260/3757] lr: 2.429e-02, eta: 3 days, 1:10:45, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6953, loss_cls: 2.3626, loss: 2.3626, grad_norm: 3.7104 2020-08-05 03:50:16,261 - mmaction - INFO - Epoch [173][280/3757] lr: 2.429e-02, eta: 3 days, 1:10:26, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7133, loss_cls: 2.3664, loss: 2.3664, grad_norm: 3.8695 2020-08-05 03:50:32,090 - mmaction - INFO - Epoch [173][300/3757] lr: 2.429e-02, eta: 3 days, 1:10:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6953, loss_cls: 2.3837, loss: 2.3837, grad_norm: 3.6844 2020-08-05 03:50:47,956 - mmaction - INFO - Epoch [173][320/3757] lr: 2.429e-02, eta: 3 days, 1:09:49, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.6922, loss_cls: 2.3448, loss: 2.3448, grad_norm: 3.7231 2020-08-05 03:51:03,780 - mmaction - INFO - Epoch [173][340/3757] lr: 2.429e-02, eta: 3 days, 1:09:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4641, top5_acc: 0.6992, loss_cls: 2.3759, loss: 2.3759, grad_norm: 3.7531 2020-08-05 03:51:19,560 - mmaction - INFO - Epoch [173][360/3757] lr: 2.429e-02, eta: 3 days, 1:09:12, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7063, loss_cls: 2.4012, loss: 2.4012, grad_norm: 3.8862 2020-08-05 03:51:35,341 - mmaction - INFO - Epoch [173][380/3757] lr: 2.429e-02, eta: 3 days, 1:08:54, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6984, loss_cls: 2.3377, loss: 2.3377, grad_norm: 3.8147 2020-08-05 03:51:51,187 - mmaction - INFO - Epoch [173][400/3757] lr: 2.429e-02, eta: 3 days, 1:08:36, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6961, loss_cls: 2.4091, loss: 2.4091, grad_norm: 3.8320 2020-08-05 03:52:06,986 - mmaction - INFO - Epoch [173][420/3757] lr: 2.429e-02, eta: 3 days, 1:08:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4492, top5_acc: 0.7344, loss_cls: 2.3515, loss: 2.3515, grad_norm: 3.7959 2020-08-05 03:52:22,788 - mmaction - INFO - Epoch [173][440/3757] lr: 2.429e-02, eta: 3 days, 1:07:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7070, loss_cls: 2.3935, loss: 2.3935, grad_norm: 3.8277 2020-08-05 03:52:38,583 - mmaction - INFO - Epoch [173][460/3757] lr: 2.429e-02, eta: 3 days, 1:07:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6969, loss_cls: 2.3881, loss: 2.3881, grad_norm: 3.9221 2020-08-05 03:52:54,486 - mmaction - INFO - Epoch [173][480/3757] lr: 2.429e-02, eta: 3 days, 1:07:22, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.7023, loss_cls: 2.3965, loss: 2.3965, grad_norm: 3.7703 2020-08-05 03:53:10,296 - mmaction - INFO - Epoch [173][500/3757] lr: 2.429e-02, eta: 3 days, 1:07:04, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6852, loss_cls: 2.4320, loss: 2.4320, grad_norm: 3.7307 2020-08-05 03:53:26,032 - mmaction - INFO - Epoch [173][520/3757] lr: 2.429e-02, eta: 3 days, 1:06:45, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7188, loss_cls: 2.3062, loss: 2.3062, grad_norm: 3.8304 2020-08-05 03:53:41,902 - mmaction - INFO - Epoch [173][540/3757] lr: 2.429e-02, eta: 3 days, 1:06:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4672, top5_acc: 0.6977, loss_cls: 2.3713, loss: 2.3713, grad_norm: 3.7616 2020-08-05 03:53:57,742 - mmaction - INFO - Epoch [173][560/3757] lr: 2.429e-02, eta: 3 days, 1:06:08, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7023, loss_cls: 2.3534, loss: 2.3534, grad_norm: 3.6781 2020-08-05 03:54:13,513 - mmaction - INFO - Epoch [173][580/3757] lr: 2.429e-02, eta: 3 days, 1:05:50, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7117, loss_cls: 2.3755, loss: 2.3755, grad_norm: 3.8021 2020-08-05 03:54:29,177 - mmaction - INFO - Epoch [173][600/3757] lr: 2.429e-02, eta: 3 days, 1:05:31, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7141, loss_cls: 2.3157, loss: 2.3157, grad_norm: 3.6682 2020-08-05 03:54:45,060 - mmaction - INFO - Epoch [173][620/3757] lr: 2.429e-02, eta: 3 days, 1:05:13, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7172, loss_cls: 2.2723, loss: 2.2723, grad_norm: 3.6669 2020-08-05 03:55:00,894 - mmaction - INFO - Epoch [173][640/3757] lr: 2.429e-02, eta: 3 days, 1:04:55, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7016, loss_cls: 2.3742, loss: 2.3742, grad_norm: 3.7063 2020-08-05 03:55:16,606 - mmaction - INFO - Epoch [173][660/3757] lr: 2.429e-02, eta: 3 days, 1:04:36, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.4221, loss: 2.4221, grad_norm: 3.8150 2020-08-05 03:55:32,403 - mmaction - INFO - Epoch [173][680/3757] lr: 2.429e-02, eta: 3 days, 1:04:18, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.7180, loss_cls: 2.3600, loss: 2.3600, grad_norm: 3.8358 2020-08-05 03:55:48,221 - mmaction - INFO - Epoch [173][700/3757] lr: 2.429e-02, eta: 3 days, 1:03:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7156, loss_cls: 2.3263, loss: 2.3263, grad_norm: 3.7828 2020-08-05 03:56:03,912 - mmaction - INFO - Epoch [173][720/3757] lr: 2.429e-02, eta: 3 days, 1:03:41, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6992, loss_cls: 2.4131, loss: 2.4131, grad_norm: 3.8207 2020-08-05 03:56:19,884 - mmaction - INFO - Epoch [173][740/3757] lr: 2.429e-02, eta: 3 days, 1:03:22, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6992, loss_cls: 2.4092, loss: 2.4092, grad_norm: 3.8131 2020-08-05 03:56:35,700 - mmaction - INFO - Epoch [173][760/3757] lr: 2.429e-02, eta: 3 days, 1:03:04, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7141, loss_cls: 2.2932, loss: 2.2932, grad_norm: 3.7102 2020-08-05 03:56:51,530 - mmaction - INFO - Epoch [173][780/3757] lr: 2.429e-02, eta: 3 days, 1:02:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6930, loss_cls: 2.4278, loss: 2.4278, grad_norm: 3.8401 2020-08-05 03:57:07,490 - mmaction - INFO - Epoch [173][800/3757] lr: 2.429e-02, eta: 3 days, 1:02:28, time: 0.798, data_time: 0.013, memory: 6192, top1_acc: 0.4602, top5_acc: 0.6961, loss_cls: 2.3967, loss: 2.3967, grad_norm: 3.7246 2020-08-05 03:57:23,287 - mmaction - INFO - Epoch [173][820/3757] lr: 2.429e-02, eta: 3 days, 1:02:09, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6922, loss_cls: 2.4126, loss: 2.4126, grad_norm: 3.7929 2020-08-05 03:57:39,086 - mmaction - INFO - Epoch [173][840/3757] lr: 2.429e-02, eta: 3 days, 1:01:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7055, loss_cls: 2.3549, loss: 2.3549, grad_norm: 3.6418 2020-08-05 03:57:54,962 - mmaction - INFO - Epoch [173][860/3757] lr: 2.429e-02, eta: 3 days, 1:01:32, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6742, loss_cls: 2.5351, loss: 2.5351, grad_norm: 3.8160 2020-08-05 03:58:10,792 - mmaction - INFO - Epoch [173][880/3757] lr: 2.429e-02, eta: 3 days, 1:01:14, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7039, loss_cls: 2.4006, loss: 2.4006, grad_norm: 3.7511 2020-08-05 03:58:26,658 - mmaction - INFO - Epoch [173][900/3757] lr: 2.429e-02, eta: 3 days, 1:00:56, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7250, loss_cls: 2.2866, loss: 2.2866, grad_norm: 3.6488 2020-08-05 03:58:42,418 - mmaction - INFO - Epoch [173][920/3757] lr: 2.429e-02, eta: 3 days, 1:00:37, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6953, loss_cls: 2.3908, loss: 2.3908, grad_norm: 3.7751 2020-08-05 03:58:58,234 - mmaction - INFO - Epoch [173][940/3757] lr: 2.429e-02, eta: 3 days, 1:00:19, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.6836, loss_cls: 2.4315, loss: 2.4315, grad_norm: 3.7777 2020-08-05 03:59:14,016 - mmaction - INFO - Epoch [173][960/3757] lr: 2.429e-02, eta: 3 days, 1:00:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7055, loss_cls: 2.4063, loss: 2.4063, grad_norm: 3.8398 2020-08-05 03:59:29,833 - mmaction - INFO - Epoch [173][980/3757] lr: 2.429e-02, eta: 3 days, 0:59:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6773, loss_cls: 2.4907, loss: 2.4907, grad_norm: 3.8184 2020-08-05 03:59:45,628 - mmaction - INFO - Epoch [173][1000/3757] lr: 2.429e-02, eta: 3 days, 0:59:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7047, loss_cls: 2.4199, loss: 2.4199, grad_norm: 3.9108 2020-08-05 04:00:01,353 - mmaction - INFO - Epoch [173][1020/3757] lr: 2.429e-02, eta: 3 days, 0:59:05, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6969, loss_cls: 2.4333, loss: 2.4333, grad_norm: 3.8116 2020-08-05 04:00:24,475 - mmaction - INFO - Epoch [173][1040/3757] lr: 2.429e-02, eta: 3 days, 0:59:00, time: 1.145, data_time: 0.035, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6969, loss_cls: 2.4485, loss: 2.4485, grad_norm: 3.8250 2020-08-05 04:00:40,394 - mmaction - INFO - Epoch [173][1060/3757] lr: 2.429e-02, eta: 3 days, 0:58:42, time: 0.806, data_time: 0.016, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7133, loss_cls: 2.2784, loss: 2.2784, grad_norm: 3.7322 2020-08-05 04:00:56,233 - mmaction - INFO - Epoch [173][1080/3757] lr: 2.429e-02, eta: 3 days, 0:58:24, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7180, loss_cls: 2.3242, loss: 2.3242, grad_norm: 3.8069 2020-08-05 04:01:12,055 - mmaction - INFO - Epoch [173][1100/3757] lr: 2.429e-02, eta: 3 days, 0:58:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6750, loss_cls: 2.4935, loss: 2.4935, grad_norm: 3.7635 2020-08-05 04:01:27,829 - mmaction - INFO - Epoch [173][1120/3757] lr: 2.429e-02, eta: 3 days, 0:57:47, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6805, loss_cls: 2.4914, loss: 2.4914, grad_norm: 3.7670 2020-08-05 04:01:43,686 - mmaction - INFO - Epoch [173][1140/3757] lr: 2.429e-02, eta: 3 days, 0:57:29, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6969, loss_cls: 2.4078, loss: 2.4078, grad_norm: 3.7564 2020-08-05 04:01:59,509 - mmaction - INFO - Epoch [173][1160/3757] lr: 2.429e-02, eta: 3 days, 0:57:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6891, loss_cls: 2.4284, loss: 2.4284, grad_norm: 3.8509 2020-08-05 04:02:15,308 - mmaction - INFO - Epoch [173][1180/3757] lr: 2.429e-02, eta: 3 days, 0:56:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7063, loss_cls: 2.3705, loss: 2.3705, grad_norm: 3.7502 2020-08-05 04:02:31,101 - mmaction - INFO - Epoch [173][1200/3757] lr: 2.429e-02, eta: 3 days, 0:56:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4125, top5_acc: 0.6664, loss_cls: 2.5839, loss: 2.5839, grad_norm: 3.7970 2020-08-05 04:02:46,920 - mmaction - INFO - Epoch [173][1220/3757] lr: 2.429e-02, eta: 3 days, 0:56:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6945, loss_cls: 2.4466, loss: 2.4466, grad_norm: 3.7903 2020-08-05 04:03:02,597 - mmaction - INFO - Epoch [173][1240/3757] lr: 2.429e-02, eta: 3 days, 0:55:57, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6992, loss_cls: 2.3922, loss: 2.3922, grad_norm: 3.8533 2020-08-05 04:03:18,414 - mmaction - INFO - Epoch [173][1260/3757] lr: 2.429e-02, eta: 3 days, 0:55:38, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.7008, loss_cls: 2.4699, loss: 2.4699, grad_norm: 3.9120 2020-08-05 04:03:34,214 - mmaction - INFO - Epoch [173][1280/3757] lr: 2.429e-02, eta: 3 days, 0:55:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6961, loss_cls: 2.4367, loss: 2.4367, grad_norm: 3.8179 2020-08-05 04:03:49,895 - mmaction - INFO - Epoch [173][1300/3757] lr: 2.429e-02, eta: 3 days, 0:55:01, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7102, loss_cls: 2.3360, loss: 2.3360, grad_norm: 3.7771 2020-08-05 04:04:05,689 - mmaction - INFO - Epoch [173][1320/3757] lr: 2.429e-02, eta: 3 days, 0:54:43, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6969, loss_cls: 2.4545, loss: 2.4545, grad_norm: 3.8873 2020-08-05 04:04:21,465 - mmaction - INFO - Epoch [173][1340/3757] lr: 2.429e-02, eta: 3 days, 0:54:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6836, loss_cls: 2.4790, loss: 2.4790, grad_norm: 3.8132 2020-08-05 04:04:37,386 - mmaction - INFO - Epoch [173][1360/3757] lr: 2.429e-02, eta: 3 days, 0:54:06, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7000, loss_cls: 2.4081, loss: 2.4081, grad_norm: 3.8050 2020-08-05 04:04:53,162 - mmaction - INFO - Epoch [173][1380/3757] lr: 2.429e-02, eta: 3 days, 0:53:48, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7109, loss_cls: 2.3599, loss: 2.3599, grad_norm: 3.7868 2020-08-05 04:05:09,009 - mmaction - INFO - Epoch [173][1400/3757] lr: 2.429e-02, eta: 3 days, 0:53:29, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6852, loss_cls: 2.4644, loss: 2.4644, grad_norm: 3.8651 2020-08-05 04:05:24,700 - mmaction - INFO - Epoch [173][1420/3757] lr: 2.429e-02, eta: 3 days, 0:53:11, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7078, loss_cls: 2.3397, loss: 2.3397, grad_norm: 3.7952 2020-08-05 04:05:40,569 - mmaction - INFO - Epoch [173][1440/3757] lr: 2.429e-02, eta: 3 days, 0:52:52, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6883, loss_cls: 2.4795, loss: 2.4795, grad_norm: 3.8621 2020-08-05 04:05:56,441 - mmaction - INFO - Epoch [173][1460/3757] lr: 2.429e-02, eta: 3 days, 0:52:34, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4258, top5_acc: 0.6750, loss_cls: 2.5425, loss: 2.5425, grad_norm: 3.7670 2020-08-05 04:06:12,271 - mmaction - INFO - Epoch [173][1480/3757] lr: 2.429e-02, eta: 3 days, 0:52:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7055, loss_cls: 2.4054, loss: 2.4054, grad_norm: 3.7484 2020-08-05 04:06:28,119 - mmaction - INFO - Epoch [173][1500/3757] lr: 2.429e-02, eta: 3 days, 0:51:57, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.7008, loss_cls: 2.4213, loss: 2.4213, grad_norm: 3.7699 2020-08-05 04:06:43,868 - mmaction - INFO - Epoch [173][1520/3757] lr: 2.429e-02, eta: 3 days, 0:51:39, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4203, top5_acc: 0.6797, loss_cls: 2.5318, loss: 2.5318, grad_norm: 3.8353 2020-08-05 04:06:59,683 - mmaction - INFO - Epoch [173][1540/3757] lr: 2.429e-02, eta: 3 days, 0:51:21, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7203, loss_cls: 2.3680, loss: 2.3680, grad_norm: 3.6671 2020-08-05 04:07:15,577 - mmaction - INFO - Epoch [173][1560/3757] lr: 2.429e-02, eta: 3 days, 0:51:02, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6555, loss_cls: 2.5560, loss: 2.5560, grad_norm: 3.7696 2020-08-05 04:07:31,290 - mmaction - INFO - Epoch [173][1580/3757] lr: 2.429e-02, eta: 3 days, 0:50:44, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6961, loss_cls: 2.4141, loss: 2.4141, grad_norm: 3.8015 2020-08-05 04:07:47,307 - mmaction - INFO - Epoch [173][1600/3757] lr: 2.429e-02, eta: 3 days, 0:50:26, time: 0.801, data_time: 0.013, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 2.4226, loss: 2.4226, grad_norm: 3.8291 2020-08-05 04:08:03,191 - mmaction - INFO - Epoch [173][1620/3757] lr: 2.429e-02, eta: 3 days, 0:50:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6781, loss_cls: 2.4677, loss: 2.4677, grad_norm: 3.7684 2020-08-05 04:08:19,345 - mmaction - INFO - Epoch [173][1640/3757] lr: 2.429e-02, eta: 3 days, 0:49:50, time: 0.809, data_time: 0.020, memory: 6192, top1_acc: 0.4383, top5_acc: 0.7047, loss_cls: 2.4131, loss: 2.4131, grad_norm: 4.0227 2020-08-05 04:08:35,115 - mmaction - INFO - Epoch [173][1660/3757] lr: 2.429e-02, eta: 3 days, 0:49:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.6992, loss_cls: 2.3667, loss: 2.3667, grad_norm: 3.7803 2020-08-05 04:08:50,935 - mmaction - INFO - Epoch [173][1680/3757] lr: 2.429e-02, eta: 3 days, 0:49:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6930, loss_cls: 2.4245, loss: 2.4245, grad_norm: 3.8517 2020-08-05 04:09:06,808 - mmaction - INFO - Epoch [173][1700/3757] lr: 2.429e-02, eta: 3 days, 0:48:55, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6969, loss_cls: 2.4538, loss: 2.4538, grad_norm: 3.7099 2020-08-05 04:09:22,492 - mmaction - INFO - Epoch [173][1720/3757] lr: 2.429e-02, eta: 3 days, 0:48:36, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4602, top5_acc: 0.6937, loss_cls: 2.4051, loss: 2.4051, grad_norm: 3.6569 2020-08-05 04:09:38,429 - mmaction - INFO - Epoch [173][1740/3757] lr: 2.429e-02, eta: 3 days, 0:48:18, time: 0.797, data_time: 0.012, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6898, loss_cls: 2.4517, loss: 2.4517, grad_norm: 3.7294 2020-08-05 04:09:54,291 - mmaction - INFO - Epoch [173][1760/3757] lr: 2.429e-02, eta: 3 days, 0:48:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6867, loss_cls: 2.4724, loss: 2.4724, grad_norm: 3.7962 2020-08-05 04:10:10,067 - mmaction - INFO - Epoch [173][1780/3757] lr: 2.429e-02, eta: 3 days, 0:47:41, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7055, loss_cls: 2.4118, loss: 2.4118, grad_norm: 3.7588 2020-08-05 04:10:25,732 - mmaction - INFO - Epoch [173][1800/3757] lr: 2.429e-02, eta: 3 days, 0:47:23, time: 0.785, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6898, loss_cls: 2.4772, loss: 2.4772, grad_norm: 3.9170 2020-08-05 04:10:41,578 - mmaction - INFO - Epoch [173][1820/3757] lr: 2.429e-02, eta: 3 days, 0:47:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6633, loss_cls: 2.5267, loss: 2.5267, grad_norm: 3.7605 2020-08-05 04:10:57,399 - mmaction - INFO - Epoch [173][1840/3757] lr: 2.429e-02, eta: 3 days, 0:46:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6922, loss_cls: 2.4697, loss: 2.4697, grad_norm: 3.8187 2020-08-05 04:11:13,199 - mmaction - INFO - Epoch [173][1860/3757] lr: 2.429e-02, eta: 3 days, 0:46:27, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6789, loss_cls: 2.4408, loss: 2.4408, grad_norm: 3.6946 2020-08-05 04:11:29,015 - mmaction - INFO - Epoch [173][1880/3757] lr: 2.429e-02, eta: 3 days, 0:46:09, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7039, loss_cls: 2.3542, loss: 2.3542, grad_norm: 3.6575 2020-08-05 04:11:44,908 - mmaction - INFO - Epoch [173][1900/3757] lr: 2.429e-02, eta: 3 days, 0:45:51, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6773, loss_cls: 2.5185, loss: 2.5185, grad_norm: 3.7589 2020-08-05 04:12:00,643 - mmaction - INFO - Epoch [173][1920/3757] lr: 2.429e-02, eta: 3 days, 0:45:32, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7023, loss_cls: 2.3639, loss: 2.3639, grad_norm: 3.7320 2020-08-05 04:12:16,342 - mmaction - INFO - Epoch [173][1940/3757] lr: 2.429e-02, eta: 3 days, 0:45:14, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7180, loss_cls: 2.3149, loss: 2.3149, grad_norm: 3.7752 2020-08-05 04:12:32,118 - mmaction - INFO - Epoch [173][1960/3757] lr: 2.429e-02, eta: 3 days, 0:44:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6875, loss_cls: 2.3990, loss: 2.3990, grad_norm: 3.7855 2020-08-05 04:12:47,911 - mmaction - INFO - Epoch [173][1980/3757] lr: 2.429e-02, eta: 3 days, 0:44:37, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6805, loss_cls: 2.4995, loss: 2.4995, grad_norm: 3.9184 2020-08-05 04:13:03,687 - mmaction - INFO - Epoch [173][2000/3757] lr: 2.429e-02, eta: 3 days, 0:44:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.4468, loss: 2.4468, grad_norm: 3.8142 2020-08-05 04:13:19,446 - mmaction - INFO - Epoch [173][2020/3757] lr: 2.429e-02, eta: 3 days, 0:44:00, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6992, loss_cls: 2.4220, loss: 2.4220, grad_norm: 3.8039 2020-08-05 04:13:35,286 - mmaction - INFO - Epoch [173][2040/3757] lr: 2.429e-02, eta: 3 days, 0:43:42, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7125, loss_cls: 2.4041, loss: 2.4041, grad_norm: 3.7008 2020-08-05 04:13:51,056 - mmaction - INFO - Epoch [173][2060/3757] lr: 2.429e-02, eta: 3 days, 0:43:23, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6898, loss_cls: 2.4715, loss: 2.4715, grad_norm: 3.7067 2020-08-05 04:14:06,812 - mmaction - INFO - Epoch [173][2080/3757] lr: 2.429e-02, eta: 3 days, 0:43:05, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.7023, loss_cls: 2.4041, loss: 2.4041, grad_norm: 3.6510 2020-08-05 04:14:22,608 - mmaction - INFO - Epoch [173][2100/3757] lr: 2.429e-02, eta: 3 days, 0:42:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6875, loss_cls: 2.4555, loss: 2.4555, grad_norm: 3.7277 2020-08-05 04:14:38,437 - mmaction - INFO - Epoch [173][2120/3757] lr: 2.429e-02, eta: 3 days, 0:42:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6836, loss_cls: 2.4388, loss: 2.4388, grad_norm: 3.7810 2020-08-05 04:14:54,319 - mmaction - INFO - Epoch [173][2140/3757] lr: 2.429e-02, eta: 3 days, 0:42:10, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7102, loss_cls: 2.3222, loss: 2.3222, grad_norm: 3.7237 2020-08-05 04:15:10,117 - mmaction - INFO - Epoch [173][2160/3757] lr: 2.429e-02, eta: 3 days, 0:41:52, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6680, loss_cls: 2.5776, loss: 2.5776, grad_norm: 3.9649 2020-08-05 04:15:25,904 - mmaction - INFO - Epoch [173][2180/3757] lr: 2.429e-02, eta: 3 days, 0:41:33, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7133, loss_cls: 2.3615, loss: 2.3615, grad_norm: 3.7267 2020-08-05 04:15:41,819 - mmaction - INFO - Epoch [173][2200/3757] lr: 2.429e-02, eta: 3 days, 0:41:15, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6961, loss_cls: 2.4026, loss: 2.4026, grad_norm: 3.7650 2020-08-05 04:15:57,600 - mmaction - INFO - Epoch [173][2220/3757] lr: 2.429e-02, eta: 3 days, 0:40:57, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7117, loss_cls: 2.3325, loss: 2.3325, grad_norm: 3.7154 2020-08-05 04:16:13,296 - mmaction - INFO - Epoch [173][2240/3757] lr: 2.429e-02, eta: 3 days, 0:40:38, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7000, loss_cls: 2.3742, loss: 2.3742, grad_norm: 3.7898 2020-08-05 04:16:29,054 - mmaction - INFO - Epoch [173][2260/3757] lr: 2.429e-02, eta: 3 days, 0:40:19, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.7141, loss_cls: 2.3795, loss: 2.3795, grad_norm: 3.8827 2020-08-05 04:16:44,838 - mmaction - INFO - Epoch [173][2280/3757] lr: 2.429e-02, eta: 3 days, 0:40:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7055, loss_cls: 2.3546, loss: 2.3546, grad_norm: 3.7243 2020-08-05 04:17:00,620 - mmaction - INFO - Epoch [173][2300/3757] lr: 2.429e-02, eta: 3 days, 0:39:43, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7102, loss_cls: 2.3527, loss: 2.3527, grad_norm: 3.7380 2020-08-05 04:17:16,452 - mmaction - INFO - Epoch [173][2320/3757] lr: 2.429e-02, eta: 3 days, 0:39:24, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6836, loss_cls: 2.4942, loss: 2.4942, grad_norm: 3.9756 2020-08-05 04:17:32,227 - mmaction - INFO - Epoch [173][2340/3757] lr: 2.429e-02, eta: 3 days, 0:39:06, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6953, loss_cls: 2.4288, loss: 2.4288, grad_norm: 3.7516 2020-08-05 04:17:47,994 - mmaction - INFO - Epoch [173][2360/3757] lr: 2.429e-02, eta: 3 days, 0:38:47, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7023, loss_cls: 2.4010, loss: 2.4010, grad_norm: 3.8072 2020-08-05 04:18:03,795 - mmaction - INFO - Epoch [173][2380/3757] lr: 2.429e-02, eta: 3 days, 0:38:29, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7000, loss_cls: 2.4012, loss: 2.4012, grad_norm: 3.8081 2020-08-05 04:18:19,638 - mmaction - INFO - Epoch [173][2400/3757] lr: 2.429e-02, eta: 3 days, 0:38:11, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6867, loss_cls: 2.4476, loss: 2.4476, grad_norm: 3.7999 2020-08-05 04:18:35,609 - mmaction - INFO - Epoch [173][2420/3757] lr: 2.429e-02, eta: 3 days, 0:37:53, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7008, loss_cls: 2.3455, loss: 2.3455, grad_norm: 3.7182 2020-08-05 04:18:51,357 - mmaction - INFO - Epoch [173][2440/3757] lr: 2.429e-02, eta: 3 days, 0:37:34, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7000, loss_cls: 2.4394, loss: 2.4394, grad_norm: 3.8143 2020-08-05 04:19:07,133 - mmaction - INFO - Epoch [173][2460/3757] lr: 2.429e-02, eta: 3 days, 0:37:16, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4211, top5_acc: 0.6641, loss_cls: 2.5376, loss: 2.5376, grad_norm: 3.7445 2020-08-05 04:19:23,081 - mmaction - INFO - Epoch [173][2480/3757] lr: 2.429e-02, eta: 3 days, 0:36:58, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7125, loss_cls: 2.2657, loss: 2.2657, grad_norm: 3.6939 2020-08-05 04:19:38,799 - mmaction - INFO - Epoch [173][2500/3757] lr: 2.429e-02, eta: 3 days, 0:36:39, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7289, loss_cls: 2.2241, loss: 2.2241, grad_norm: 3.7291 2020-08-05 04:19:54,613 - mmaction - INFO - Epoch [173][2520/3757] lr: 2.429e-02, eta: 3 days, 0:36:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.7008, loss_cls: 2.4092, loss: 2.4092, grad_norm: 3.7296 2020-08-05 04:20:10,428 - mmaction - INFO - Epoch [173][2540/3757] lr: 2.429e-02, eta: 3 days, 0:36:03, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.7188, loss_cls: 2.3980, loss: 2.3980, grad_norm: 3.8623 2020-08-05 04:20:26,275 - mmaction - INFO - Epoch [173][2560/3757] lr: 2.429e-02, eta: 3 days, 0:35:44, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7180, loss_cls: 2.3303, loss: 2.3303, grad_norm: 3.8152 2020-08-05 04:20:42,054 - mmaction - INFO - Epoch [173][2580/3757] lr: 2.429e-02, eta: 3 days, 0:35:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7164, loss_cls: 2.2914, loss: 2.2914, grad_norm: 3.7739 2020-08-05 04:20:57,884 - mmaction - INFO - Epoch [173][2600/3757] lr: 2.429e-02, eta: 3 days, 0:35:08, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.6906, loss_cls: 2.4629, loss: 2.4629, grad_norm: 3.8096 2020-08-05 04:21:13,726 - mmaction - INFO - Epoch [173][2620/3757] lr: 2.429e-02, eta: 3 days, 0:34:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.6914, loss_cls: 2.3803, loss: 2.3803, grad_norm: 3.6712 2020-08-05 04:21:29,464 - mmaction - INFO - Epoch [173][2640/3757] lr: 2.429e-02, eta: 3 days, 0:34:31, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4445, top5_acc: 0.7070, loss_cls: 2.4214, loss: 2.4214, grad_norm: 3.8030 2020-08-05 04:21:45,233 - mmaction - INFO - Epoch [173][2660/3757] lr: 2.429e-02, eta: 3 days, 0:34:12, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6977, loss_cls: 2.4160, loss: 2.4160, grad_norm: 3.7435 2020-08-05 04:22:01,092 - mmaction - INFO - Epoch [173][2680/3757] lr: 2.429e-02, eta: 3 days, 0:33:54, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.7023, loss_cls: 2.3714, loss: 2.3714, grad_norm: 3.6449 2020-08-05 04:22:16,933 - mmaction - INFO - Epoch [173][2700/3757] lr: 2.429e-02, eta: 3 days, 0:33:36, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6977, loss_cls: 2.4876, loss: 2.4876, grad_norm: 3.6604 2020-08-05 04:22:32,798 - mmaction - INFO - Epoch [173][2720/3757] lr: 2.429e-02, eta: 3 days, 0:33:18, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6852, loss_cls: 2.4979, loss: 2.4979, grad_norm: 3.8373 2020-08-05 04:22:48,652 - mmaction - INFO - Epoch [173][2740/3757] lr: 2.429e-02, eta: 3 days, 0:32:59, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7172, loss_cls: 2.3732, loss: 2.3732, grad_norm: 3.6990 2020-08-05 04:23:04,399 - mmaction - INFO - Epoch [173][2760/3757] lr: 2.429e-02, eta: 3 days, 0:32:41, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.7156, loss_cls: 2.4062, loss: 2.4062, grad_norm: 3.8395 2020-08-05 04:23:20,190 - mmaction - INFO - Epoch [173][2780/3757] lr: 2.429e-02, eta: 3 days, 0:32:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6750, loss_cls: 2.5685, loss: 2.5685, grad_norm: 3.8457 2020-08-05 04:23:36,001 - mmaction - INFO - Epoch [173][2800/3757] lr: 2.429e-02, eta: 3 days, 0:32:04, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.7008, loss_cls: 2.4242, loss: 2.4242, grad_norm: 3.8111 2020-08-05 04:23:51,768 - mmaction - INFO - Epoch [173][2820/3757] lr: 2.429e-02, eta: 3 days, 0:31:46, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7016, loss_cls: 2.3579, loss: 2.3579, grad_norm: 3.6935 2020-08-05 04:24:07,655 - mmaction - INFO - Epoch [173][2840/3757] lr: 2.429e-02, eta: 3 days, 0:31:27, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7172, loss_cls: 2.3450, loss: 2.3450, grad_norm: 3.7809 2020-08-05 04:24:23,362 - mmaction - INFO - Epoch [173][2860/3757] lr: 2.429e-02, eta: 3 days, 0:31:09, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7063, loss_cls: 2.3425, loss: 2.3425, grad_norm: 3.6918 2020-08-05 04:24:39,154 - mmaction - INFO - Epoch [173][2880/3757] lr: 2.429e-02, eta: 3 days, 0:30:50, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6914, loss_cls: 2.4196, loss: 2.4196, grad_norm: 3.7860 2020-08-05 04:24:55,061 - mmaction - INFO - Epoch [173][2900/3757] lr: 2.429e-02, eta: 3 days, 0:30:32, time: 0.796, data_time: 0.006, memory: 6192, top1_acc: 0.4719, top5_acc: 0.6906, loss_cls: 2.3625, loss: 2.3625, grad_norm: 3.7591 2020-08-05 04:25:10,774 - mmaction - INFO - Epoch [173][2920/3757] lr: 2.429e-02, eta: 3 days, 0:30:14, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6969, loss_cls: 2.4434, loss: 2.4434, grad_norm: 3.8213 2020-08-05 04:25:26,505 - mmaction - INFO - Epoch [173][2940/3757] lr: 2.429e-02, eta: 3 days, 0:29:55, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7086, loss_cls: 2.3534, loss: 2.3534, grad_norm: 3.7851 2020-08-05 04:25:42,408 - mmaction - INFO - Epoch [173][2960/3757] lr: 2.429e-02, eta: 3 days, 0:29:37, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6820, loss_cls: 2.4601, loss: 2.4601, grad_norm: 3.8073 2020-08-05 04:25:58,132 - mmaction - INFO - Epoch [173][2980/3757] lr: 2.429e-02, eta: 3 days, 0:29:19, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6836, loss_cls: 2.4122, loss: 2.4122, grad_norm: 3.8949 2020-08-05 04:26:14,008 - mmaction - INFO - Epoch [173][3000/3757] lr: 2.429e-02, eta: 3 days, 0:29:00, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7094, loss_cls: 2.3568, loss: 2.3568, grad_norm: 3.7361 2020-08-05 04:26:29,798 - mmaction - INFO - Epoch [173][3020/3757] lr: 2.429e-02, eta: 3 days, 0:28:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6961, loss_cls: 2.4415, loss: 2.4415, grad_norm: 3.7942 2020-08-05 04:26:45,710 - mmaction - INFO - Epoch [173][3040/3757] lr: 2.429e-02, eta: 3 days, 0:28:24, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7133, loss_cls: 2.4134, loss: 2.4134, grad_norm: 3.6962 2020-08-05 04:27:01,365 - mmaction - INFO - Epoch [173][3060/3757] lr: 2.429e-02, eta: 3 days, 0:28:05, time: 0.784, data_time: 0.002, memory: 6192, top1_acc: 0.4398, top5_acc: 0.7094, loss_cls: 2.4361, loss: 2.4361, grad_norm: 3.8130 2020-08-05 04:27:17,583 - mmaction - INFO - Epoch [173][3080/3757] lr: 2.429e-02, eta: 3 days, 0:27:48, time: 0.810, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6898, loss_cls: 2.4340, loss: 2.4340, grad_norm: 3.7751 2020-08-05 04:27:33,388 - mmaction - INFO - Epoch [173][3100/3757] lr: 2.429e-02, eta: 3 days, 0:27:29, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7211, loss_cls: 2.3087, loss: 2.3087, grad_norm: 3.6700 2020-08-05 04:27:49,221 - mmaction - INFO - Epoch [173][3120/3757] lr: 2.429e-02, eta: 3 days, 0:27:11, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6992, loss_cls: 2.4136, loss: 2.4136, grad_norm: 3.7892 2020-08-05 04:28:05,022 - mmaction - INFO - Epoch [173][3140/3757] lr: 2.429e-02, eta: 3 days, 0:26:53, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6898, loss_cls: 2.4491, loss: 2.4491, grad_norm: 3.8291 2020-08-05 04:28:20,914 - mmaction - INFO - Epoch [173][3160/3757] lr: 2.429e-02, eta: 3 days, 0:26:35, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.7031, loss_cls: 2.4306, loss: 2.4306, grad_norm: 3.8055 2020-08-05 04:28:36,796 - mmaction - INFO - Epoch [173][3180/3757] lr: 2.429e-02, eta: 3 days, 0:26:16, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6891, loss_cls: 2.4394, loss: 2.4394, grad_norm: 3.7913 2020-08-05 04:28:52,554 - mmaction - INFO - Epoch [173][3200/3757] lr: 2.429e-02, eta: 3 days, 0:25:58, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6875, loss_cls: 2.4799, loss: 2.4799, grad_norm: 3.7179 2020-08-05 04:29:08,296 - mmaction - INFO - Epoch [173][3220/3757] lr: 2.429e-02, eta: 3 days, 0:25:39, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6898, loss_cls: 2.4277, loss: 2.4277, grad_norm: 3.7540 2020-08-05 04:29:24,046 - mmaction - INFO - Epoch [173][3240/3757] lr: 2.429e-02, eta: 3 days, 0:25:21, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6914, loss_cls: 2.4459, loss: 2.4459, grad_norm: 3.8516 2020-08-05 04:29:39,790 - mmaction - INFO - Epoch [173][3260/3757] lr: 2.429e-02, eta: 3 days, 0:25:03, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7172, loss_cls: 2.3824, loss: 2.3824, grad_norm: 3.8263 2020-08-05 04:29:55,626 - mmaction - INFO - Epoch [173][3280/3757] lr: 2.429e-02, eta: 3 days, 0:24:44, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6883, loss_cls: 2.5324, loss: 2.5324, grad_norm: 3.8764 2020-08-05 04:30:11,401 - mmaction - INFO - Epoch [173][3300/3757] lr: 2.429e-02, eta: 3 days, 0:24:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6937, loss_cls: 2.4192, loss: 2.4192, grad_norm: 3.6868 2020-08-05 04:30:27,217 - mmaction - INFO - Epoch [173][3320/3757] lr: 2.429e-02, eta: 3 days, 0:24:08, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.7008, loss_cls: 2.4082, loss: 2.4082, grad_norm: 3.7571 2020-08-05 04:30:42,944 - mmaction - INFO - Epoch [173][3340/3757] lr: 2.429e-02, eta: 3 days, 0:23:49, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6766, loss_cls: 2.4939, loss: 2.4939, grad_norm: 3.8149 2020-08-05 04:30:58,700 - mmaction - INFO - Epoch [173][3360/3757] lr: 2.429e-02, eta: 3 days, 0:23:31, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6945, loss_cls: 2.4538, loss: 2.4538, grad_norm: 3.7302 2020-08-05 04:31:14,493 - mmaction - INFO - Epoch [173][3380/3757] lr: 2.429e-02, eta: 3 days, 0:23:12, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.7109, loss_cls: 2.3772, loss: 2.3772, grad_norm: 3.9104 2020-08-05 04:31:30,257 - mmaction - INFO - Epoch [173][3400/3757] lr: 2.429e-02, eta: 3 days, 0:22:54, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7211, loss_cls: 2.3330, loss: 2.3330, grad_norm: 3.8139 2020-08-05 04:31:46,163 - mmaction - INFO - Epoch [173][3420/3757] lr: 2.429e-02, eta: 3 days, 0:22:36, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7086, loss_cls: 2.4251, loss: 2.4251, grad_norm: 3.7510 2020-08-05 04:32:02,181 - mmaction - INFO - Epoch [173][3440/3757] lr: 2.429e-02, eta: 3 days, 0:22:18, time: 0.799, data_time: 0.010, memory: 6192, top1_acc: 0.4719, top5_acc: 0.6703, loss_cls: 2.4421, loss: 2.4421, grad_norm: 3.7621 2020-08-05 04:32:17,984 - mmaction - INFO - Epoch [173][3460/3757] lr: 2.429e-02, eta: 3 days, 0:21:59, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6844, loss_cls: 2.4980, loss: 2.4980, grad_norm: 3.8376 2020-08-05 04:32:33,797 - mmaction - INFO - Epoch [173][3480/3757] lr: 2.429e-02, eta: 3 days, 0:21:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6906, loss_cls: 2.4482, loss: 2.4482, grad_norm: 3.7358 2020-08-05 04:32:49,597 - mmaction - INFO - Epoch [173][3500/3757] lr: 2.429e-02, eta: 3 days, 0:21:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6891, loss_cls: 2.4692, loss: 2.4692, grad_norm: 3.6663 2020-08-05 04:33:05,397 - mmaction - INFO - Epoch [173][3520/3757] lr: 2.429e-02, eta: 3 days, 0:21:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7078, loss_cls: 2.3799, loss: 2.3799, grad_norm: 3.7060 2020-08-05 04:33:21,198 - mmaction - INFO - Epoch [173][3540/3757] lr: 2.429e-02, eta: 3 days, 0:20:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6898, loss_cls: 2.4582, loss: 2.4582, grad_norm: 3.6937 2020-08-05 04:33:37,011 - mmaction - INFO - Epoch [173][3560/3757] lr: 2.429e-02, eta: 3 days, 0:20:28, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.7039, loss_cls: 2.4387, loss: 2.4387, grad_norm: 3.8061 2020-08-05 04:33:52,754 - mmaction - INFO - Epoch [173][3580/3757] lr: 2.429e-02, eta: 3 days, 0:20:09, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6969, loss_cls: 2.3851, loss: 2.3851, grad_norm: 3.7756 2020-08-05 04:34:08,595 - mmaction - INFO - Epoch [173][3600/3757] lr: 2.429e-02, eta: 3 days, 0:19:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6898, loss_cls: 2.4362, loss: 2.4362, grad_norm: 3.7788 2020-08-05 04:34:24,467 - mmaction - INFO - Epoch [173][3620/3757] lr: 2.429e-02, eta: 3 days, 0:19:33, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6695, loss_cls: 2.4833, loss: 2.4833, grad_norm: 3.8632 2020-08-05 04:34:40,284 - mmaction - INFO - Epoch [173][3640/3757] lr: 2.429e-02, eta: 3 days, 0:19:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7227, loss_cls: 2.3565, loss: 2.3565, grad_norm: 3.8025 2020-08-05 04:34:56,202 - mmaction - INFO - Epoch [173][3660/3757] lr: 2.429e-02, eta: 3 days, 0:18:56, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.7008, loss_cls: 2.3932, loss: 2.3932, grad_norm: 3.7366 2020-08-05 04:35:11,958 - mmaction - INFO - Epoch [173][3680/3757] lr: 2.429e-02, eta: 3 days, 0:18:38, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6859, loss_cls: 2.4540, loss: 2.4540, grad_norm: 3.7597 2020-08-05 04:35:27,808 - mmaction - INFO - Epoch [173][3700/3757] lr: 2.429e-02, eta: 3 days, 0:18:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6969, loss_cls: 2.3895, loss: 2.3895, grad_norm: 3.6900 2020-08-05 04:35:43,634 - mmaction - INFO - Epoch [173][3720/3757] lr: 2.429e-02, eta: 3 days, 0:18:01, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6828, loss_cls: 2.4621, loss: 2.4621, grad_norm: 3.7348 2020-08-05 04:35:59,478 - mmaction - INFO - Epoch [173][3740/3757] lr: 2.429e-02, eta: 3 days, 0:17:43, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6773, loss_cls: 2.4539, loss: 2.4539, grad_norm: 3.8427 2020-08-05 04:40:02,334 - mmaction - INFO - Epoch [174][20/3757] lr: 2.377e-02, eta: 3 days, 0:22:35, time: 10.298, data_time: 9.428, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6898, loss_cls: 2.4084, loss: 2.4084, grad_norm: 3.8313 2020-08-05 04:40:18,159 - mmaction - INFO - Epoch [174][40/3757] lr: 2.377e-02, eta: 3 days, 0:22:17, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7297, loss_cls: 2.3084, loss: 2.3084, grad_norm: 3.6483 2020-08-05 04:40:33,994 - mmaction - INFO - Epoch [174][60/3757] lr: 2.377e-02, eta: 3 days, 0:21:59, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7164, loss_cls: 2.2918, loss: 2.2918, grad_norm: 3.7011 2020-08-05 04:40:49,798 - mmaction - INFO - Epoch [174][80/3757] lr: 2.377e-02, eta: 3 days, 0:21:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6898, loss_cls: 2.4283, loss: 2.4283, grad_norm: 3.8492 2020-08-05 04:41:05,712 - mmaction - INFO - Epoch [174][100/3757] lr: 2.377e-02, eta: 3 days, 0:21:22, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7008, loss_cls: 2.4141, loss: 2.4141, grad_norm: 3.7906 2020-08-05 04:41:21,610 - mmaction - INFO - Epoch [174][120/3757] lr: 2.377e-02, eta: 3 days, 0:21:04, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4688, top5_acc: 0.6930, loss_cls: 2.3978, loss: 2.3978, grad_norm: 3.7011 2020-08-05 04:41:37,438 - mmaction - INFO - Epoch [174][140/3757] lr: 2.377e-02, eta: 3 days, 0:20:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7094, loss_cls: 2.3266, loss: 2.3266, grad_norm: 3.7275 2020-08-05 04:41:53,474 - mmaction - INFO - Epoch [174][160/3757] lr: 2.377e-02, eta: 3 days, 0:20:27, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7117, loss_cls: 2.3740, loss: 2.3740, grad_norm: 3.7916 2020-08-05 04:42:09,336 - mmaction - INFO - Epoch [174][180/3757] lr: 2.377e-02, eta: 3 days, 0:20:09, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7117, loss_cls: 2.3415, loss: 2.3415, grad_norm: 3.7432 2020-08-05 04:42:25,157 - mmaction - INFO - Epoch [174][200/3757] lr: 2.377e-02, eta: 3 days, 0:19:51, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7039, loss_cls: 2.4031, loss: 2.4031, grad_norm: 3.8108 2020-08-05 04:42:41,050 - mmaction - INFO - Epoch [174][220/3757] lr: 2.377e-02, eta: 3 days, 0:19:33, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7109, loss_cls: 2.3976, loss: 2.3976, grad_norm: 3.7583 2020-08-05 04:42:57,527 - mmaction - INFO - Epoch [174][240/3757] lr: 2.377e-02, eta: 3 days, 0:19:15, time: 0.825, data_time: 0.005, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7180, loss_cls: 2.3672, loss: 2.3672, grad_norm: 3.8014 2020-08-05 04:43:13,393 - mmaction - INFO - Epoch [174][260/3757] lr: 2.377e-02, eta: 3 days, 0:18:57, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6992, loss_cls: 2.5015, loss: 2.5015, grad_norm: 3.8926 2020-08-05 04:43:29,239 - mmaction - INFO - Epoch [174][280/3757] lr: 2.377e-02, eta: 3 days, 0:18:39, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6898, loss_cls: 2.4234, loss: 2.4234, grad_norm: 3.8270 2020-08-05 04:43:45,019 - mmaction - INFO - Epoch [174][300/3757] lr: 2.377e-02, eta: 3 days, 0:18:20, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.6969, loss_cls: 2.3683, loss: 2.3683, grad_norm: 3.7224 2020-08-05 04:44:00,806 - mmaction - INFO - Epoch [174][320/3757] lr: 2.377e-02, eta: 3 days, 0:18:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7086, loss_cls: 2.3591, loss: 2.3591, grad_norm: 3.7656 2020-08-05 04:44:16,605 - mmaction - INFO - Epoch [174][340/3757] lr: 2.377e-02, eta: 3 days, 0:17:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.7023, loss_cls: 2.3876, loss: 2.3876, grad_norm: 3.8118 2020-08-05 04:44:32,408 - mmaction - INFO - Epoch [174][360/3757] lr: 2.377e-02, eta: 3 days, 0:17:25, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6891, loss_cls: 2.5079, loss: 2.5079, grad_norm: 3.8571 2020-08-05 04:44:48,204 - mmaction - INFO - Epoch [174][380/3757] lr: 2.377e-02, eta: 3 days, 0:17:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6836, loss_cls: 2.4690, loss: 2.4690, grad_norm: 3.8082 2020-08-05 04:45:04,046 - mmaction - INFO - Epoch [174][400/3757] lr: 2.377e-02, eta: 3 days, 0:16:49, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6891, loss_cls: 2.3957, loss: 2.3957, grad_norm: 3.8214 2020-08-05 04:45:19,709 - mmaction - INFO - Epoch [174][420/3757] lr: 2.377e-02, eta: 3 days, 0:16:30, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7102, loss_cls: 2.3218, loss: 2.3218, grad_norm: 3.7161 2020-08-05 04:45:35,594 - mmaction - INFO - Epoch [174][440/3757] lr: 2.377e-02, eta: 3 days, 0:16:12, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.6937, loss_cls: 2.3969, loss: 2.3969, grad_norm: 3.7191 2020-08-05 04:45:52,513 - mmaction - INFO - Epoch [174][460/3757] lr: 2.377e-02, eta: 3 days, 0:15:55, time: 0.845, data_time: 0.003, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6906, loss_cls: 2.4245, loss: 2.4245, grad_norm: 3.7665 2020-08-05 04:46:08,281 - mmaction - INFO - Epoch [174][480/3757] lr: 2.377e-02, eta: 3 days, 0:15:37, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7070, loss_cls: 2.3343, loss: 2.3343, grad_norm: 3.8897 2020-08-05 04:46:24,090 - mmaction - INFO - Epoch [174][500/3757] lr: 2.377e-02, eta: 3 days, 0:15:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6914, loss_cls: 2.4383, loss: 2.4383, grad_norm: 3.7679 2020-08-05 04:46:39,928 - mmaction - INFO - Epoch [174][520/3757] lr: 2.377e-02, eta: 3 days, 0:15:00, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7023, loss_cls: 2.3926, loss: 2.3926, grad_norm: 3.8671 2020-08-05 04:46:55,777 - mmaction - INFO - Epoch [174][540/3757] lr: 2.377e-02, eta: 3 days, 0:14:42, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7234, loss_cls: 2.3240, loss: 2.3240, grad_norm: 3.7086 2020-08-05 04:47:11,603 - mmaction - INFO - Epoch [174][560/3757] lr: 2.377e-02, eta: 3 days, 0:14:24, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7117, loss_cls: 2.3810, loss: 2.3810, grad_norm: 3.8422 2020-08-05 04:47:27,338 - mmaction - INFO - Epoch [174][580/3757] lr: 2.377e-02, eta: 3 days, 0:14:05, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7031, loss_cls: 2.3412, loss: 2.3412, grad_norm: 3.7328 2020-08-05 04:47:43,125 - mmaction - INFO - Epoch [174][600/3757] lr: 2.377e-02, eta: 3 days, 0:13:47, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7055, loss_cls: 2.3751, loss: 2.3751, grad_norm: 3.7265 2020-08-05 04:47:58,943 - mmaction - INFO - Epoch [174][620/3757] lr: 2.377e-02, eta: 3 days, 0:13:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6859, loss_cls: 2.4079, loss: 2.4079, grad_norm: 3.8339 2020-08-05 04:48:14,740 - mmaction - INFO - Epoch [174][640/3757] lr: 2.377e-02, eta: 3 days, 0:13:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7055, loss_cls: 2.3421, loss: 2.3421, grad_norm: 3.7326 2020-08-05 04:48:30,487 - mmaction - INFO - Epoch [174][660/3757] lr: 2.377e-02, eta: 3 days, 0:12:52, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7070, loss_cls: 2.3646, loss: 2.3646, grad_norm: 3.7155 2020-08-05 04:48:46,250 - mmaction - INFO - Epoch [174][680/3757] lr: 2.377e-02, eta: 3 days, 0:12:33, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6922, loss_cls: 2.4127, loss: 2.4127, grad_norm: 3.8742 2020-08-05 04:49:02,084 - mmaction - INFO - Epoch [174][700/3757] lr: 2.377e-02, eta: 3 days, 0:12:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6883, loss_cls: 2.4571, loss: 2.4571, grad_norm: 3.8641 2020-08-05 04:49:17,896 - mmaction - INFO - Epoch [174][720/3757] lr: 2.377e-02, eta: 3 days, 0:11:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.6930, loss_cls: 2.4561, loss: 2.4561, grad_norm: 3.8068 2020-08-05 04:49:33,748 - mmaction - INFO - Epoch [174][740/3757] lr: 2.377e-02, eta: 3 days, 0:11:38, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6914, loss_cls: 2.4749, loss: 2.4749, grad_norm: 3.7690 2020-08-05 04:49:49,520 - mmaction - INFO - Epoch [174][760/3757] lr: 2.377e-02, eta: 3 days, 0:11:20, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.7031, loss_cls: 2.3926, loss: 2.3926, grad_norm: 3.7621 2020-08-05 04:50:05,453 - mmaction - INFO - Epoch [174][780/3757] lr: 2.377e-02, eta: 3 days, 0:11:02, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7055, loss_cls: 2.4139, loss: 2.4139, grad_norm: 3.8147 2020-08-05 04:50:21,129 - mmaction - INFO - Epoch [174][800/3757] lr: 2.377e-02, eta: 3 days, 0:10:43, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7195, loss_cls: 2.3717, loss: 2.3717, grad_norm: 3.7071 2020-08-05 04:50:36,948 - mmaction - INFO - Epoch [174][820/3757] lr: 2.377e-02, eta: 3 days, 0:10:25, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7063, loss_cls: 2.3732, loss: 2.3732, grad_norm: 3.8021 2020-08-05 04:50:52,768 - mmaction - INFO - Epoch [174][840/3757] lr: 2.377e-02, eta: 3 days, 0:10:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7219, loss_cls: 2.2583, loss: 2.2583, grad_norm: 3.8280 2020-08-05 04:51:08,560 - mmaction - INFO - Epoch [174][860/3757] lr: 2.377e-02, eta: 3 days, 0:09:48, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7266, loss_cls: 2.3049, loss: 2.3049, grad_norm: 3.9131 2020-08-05 04:51:24,431 - mmaction - INFO - Epoch [174][880/3757] lr: 2.377e-02, eta: 3 days, 0:09:30, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.6984, loss_cls: 2.3447, loss: 2.3447, grad_norm: 3.8429 2020-08-05 04:51:40,274 - mmaction - INFO - Epoch [174][900/3757] lr: 2.377e-02, eta: 3 days, 0:09:11, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.6922, loss_cls: 2.3909, loss: 2.3909, grad_norm: 3.8405 2020-08-05 04:51:56,096 - mmaction - INFO - Epoch [174][920/3757] lr: 2.377e-02, eta: 3 days, 0:08:53, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7102, loss_cls: 2.3179, loss: 2.3179, grad_norm: 3.8426 2020-08-05 04:52:11,865 - mmaction - INFO - Epoch [174][940/3757] lr: 2.377e-02, eta: 3 days, 0:08:35, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6898, loss_cls: 2.4228, loss: 2.4228, grad_norm: 3.8812 2020-08-05 04:52:27,635 - mmaction - INFO - Epoch [174][960/3757] lr: 2.377e-02, eta: 3 days, 0:08:16, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6992, loss_cls: 2.4522, loss: 2.4522, grad_norm: 3.8825 2020-08-05 04:52:43,452 - mmaction - INFO - Epoch [174][980/3757] lr: 2.377e-02, eta: 3 days, 0:07:58, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7234, loss_cls: 2.2873, loss: 2.2873, grad_norm: 3.7306 2020-08-05 04:52:59,247 - mmaction - INFO - Epoch [174][1000/3757] lr: 2.377e-02, eta: 3 days, 0:07:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7078, loss_cls: 2.3555, loss: 2.3555, grad_norm: 3.8249 2020-08-05 04:53:15,131 - mmaction - INFO - Epoch [174][1020/3757] lr: 2.377e-02, eta: 3 days, 0:07:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7055, loss_cls: 2.4067, loss: 2.4067, grad_norm: 3.8051 2020-08-05 04:53:30,849 - mmaction - INFO - Epoch [174][1040/3757] lr: 2.377e-02, eta: 3 days, 0:07:03, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7312, loss_cls: 2.3652, loss: 2.3652, grad_norm: 3.8432 2020-08-05 04:53:46,635 - mmaction - INFO - Epoch [174][1060/3757] lr: 2.377e-02, eta: 3 days, 0:06:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7188, loss_cls: 2.2908, loss: 2.2908, grad_norm: 3.8197 2020-08-05 04:54:02,401 - mmaction - INFO - Epoch [174][1080/3757] lr: 2.377e-02, eta: 3 days, 0:06:26, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7109, loss_cls: 2.3276, loss: 2.3276, grad_norm: 3.8277 2020-08-05 04:54:18,187 - mmaction - INFO - Epoch [174][1100/3757] lr: 2.377e-02, eta: 3 days, 0:06:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6820, loss_cls: 2.4244, loss: 2.4244, grad_norm: 3.7958 2020-08-05 04:54:33,936 - mmaction - INFO - Epoch [174][1120/3757] lr: 2.377e-02, eta: 3 days, 0:05:49, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7203, loss_cls: 2.3240, loss: 2.3240, grad_norm: 3.7609 2020-08-05 04:54:49,840 - mmaction - INFO - Epoch [174][1140/3757] lr: 2.377e-02, eta: 3 days, 0:05:31, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7047, loss_cls: 2.3834, loss: 2.3834, grad_norm: 3.7175 2020-08-05 04:55:05,601 - mmaction - INFO - Epoch [174][1160/3757] lr: 2.377e-02, eta: 3 days, 0:05:13, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6898, loss_cls: 2.4239, loss: 2.4239, grad_norm: 3.8365 2020-08-05 04:55:21,320 - mmaction - INFO - Epoch [174][1180/3757] lr: 2.377e-02, eta: 3 days, 0:04:54, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7031, loss_cls: 2.3722, loss: 2.3722, grad_norm: 3.7844 2020-08-05 04:55:37,138 - mmaction - INFO - Epoch [174][1200/3757] lr: 2.377e-02, eta: 3 days, 0:04:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7242, loss_cls: 2.3330, loss: 2.3330, grad_norm: 3.8471 2020-08-05 04:55:52,857 - mmaction - INFO - Epoch [174][1220/3757] lr: 2.377e-02, eta: 3 days, 0:04:17, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7008, loss_cls: 2.4312, loss: 2.4312, grad_norm: 3.8152 2020-08-05 04:56:08,749 - mmaction - INFO - Epoch [174][1240/3757] lr: 2.377e-02, eta: 3 days, 0:03:59, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6945, loss_cls: 2.4010, loss: 2.4010, grad_norm: 3.7457 2020-08-05 04:56:24,519 - mmaction - INFO - Epoch [174][1260/3757] lr: 2.377e-02, eta: 3 days, 0:03:41, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4383, top5_acc: 0.7023, loss_cls: 2.4204, loss: 2.4204, grad_norm: 3.7827 2020-08-05 04:56:40,335 - mmaction - INFO - Epoch [174][1280/3757] lr: 2.377e-02, eta: 3 days, 0:03:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6813, loss_cls: 2.4544, loss: 2.4544, grad_norm: 3.7568 2020-08-05 04:56:56,121 - mmaction - INFO - Epoch [174][1300/3757] lr: 2.377e-02, eta: 3 days, 0:03:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6945, loss_cls: 2.4225, loss: 2.4225, grad_norm: 3.8248 2020-08-05 04:57:11,879 - mmaction - INFO - Epoch [174][1320/3757] lr: 2.377e-02, eta: 3 days, 0:02:45, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6789, loss_cls: 2.4676, loss: 2.4676, grad_norm: 3.8093 2020-08-05 04:57:27,641 - mmaction - INFO - Epoch [174][1340/3757] lr: 2.377e-02, eta: 3 days, 0:02:27, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7133, loss_cls: 2.3460, loss: 2.3460, grad_norm: 3.6965 2020-08-05 04:57:43,424 - mmaction - INFO - Epoch [174][1360/3757] lr: 2.377e-02, eta: 3 days, 0:02:09, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7086, loss_cls: 2.3506, loss: 2.3506, grad_norm: 3.8282 2020-08-05 04:57:59,285 - mmaction - INFO - Epoch [174][1380/3757] lr: 2.377e-02, eta: 3 days, 0:01:50, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6984, loss_cls: 2.4232, loss: 2.4232, grad_norm: 3.7381 2020-08-05 04:58:15,040 - mmaction - INFO - Epoch [174][1400/3757] lr: 2.377e-02, eta: 3 days, 0:01:32, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7031, loss_cls: 2.4011, loss: 2.4011, grad_norm: 3.8005 2020-08-05 04:58:30,839 - mmaction - INFO - Epoch [174][1420/3757] lr: 2.377e-02, eta: 3 days, 0:01:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6930, loss_cls: 2.4405, loss: 2.4405, grad_norm: 3.8641 2020-08-05 04:58:46,633 - mmaction - INFO - Epoch [174][1440/3757] lr: 2.377e-02, eta: 3 days, 0:00:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.6641, loss_cls: 2.5444, loss: 2.5444, grad_norm: 3.9117 2020-08-05 04:59:02,458 - mmaction - INFO - Epoch [174][1460/3757] lr: 2.377e-02, eta: 3 days, 0:00:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7023, loss_cls: 2.3788, loss: 2.3788, grad_norm: 3.7806 2020-08-05 04:59:18,330 - mmaction - INFO - Epoch [174][1480/3757] lr: 2.377e-02, eta: 3 days, 0:00:19, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6789, loss_cls: 2.4707, loss: 2.4707, grad_norm: 3.7850 2020-08-05 04:59:34,102 - mmaction - INFO - Epoch [174][1500/3757] lr: 2.377e-02, eta: 3 days, 0:00:00, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7109, loss_cls: 2.2863, loss: 2.2863, grad_norm: 3.7630 2020-08-05 04:59:49,892 - mmaction - INFO - Epoch [174][1520/3757] lr: 2.377e-02, eta: 2 days, 23:59:42, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.4430, top5_acc: 0.7055, loss_cls: 2.3847, loss: 2.3847, grad_norm: 3.9390 2020-08-05 05:00:13,480 - mmaction - INFO - Epoch [174][1540/3757] lr: 2.377e-02, eta: 2 days, 23:59:37, time: 1.163, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7031, loss_cls: 2.4067, loss: 2.4067, grad_norm: 3.8788 2020-08-05 05:00:29,519 - mmaction - INFO - Epoch [174][1560/3757] lr: 2.377e-02, eta: 2 days, 23:59:20, time: 0.817, data_time: 0.020, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6945, loss_cls: 2.4136, loss: 2.4136, grad_norm: 3.8277 2020-08-05 05:00:46,042 - mmaction - INFO - Epoch [174][1580/3757] lr: 2.377e-02, eta: 2 days, 23:59:03, time: 0.827, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6914, loss_cls: 2.4241, loss: 2.4241, grad_norm: 3.8104 2020-08-05 05:01:01,856 - mmaction - INFO - Epoch [174][1600/3757] lr: 2.377e-02, eta: 2 days, 23:58:44, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6867, loss_cls: 2.3866, loss: 2.3866, grad_norm: 3.8468 2020-08-05 05:01:17,731 - mmaction - INFO - Epoch [174][1620/3757] lr: 2.377e-02, eta: 2 days, 23:58:26, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6914, loss_cls: 2.4752, loss: 2.4752, grad_norm: 3.8092 2020-08-05 05:01:33,592 - mmaction - INFO - Epoch [174][1640/3757] lr: 2.377e-02, eta: 2 days, 23:58:08, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7000, loss_cls: 2.4188, loss: 2.4188, grad_norm: 3.8965 2020-08-05 05:01:49,484 - mmaction - INFO - Epoch [174][1660/3757] lr: 2.377e-02, eta: 2 days, 23:57:50, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7039, loss_cls: 2.3477, loss: 2.3477, grad_norm: 3.8938 2020-08-05 05:02:05,239 - mmaction - INFO - Epoch [174][1680/3757] lr: 2.377e-02, eta: 2 days, 23:57:31, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6773, loss_cls: 2.5332, loss: 2.5332, grad_norm: 3.7645 2020-08-05 05:02:21,035 - mmaction - INFO - Epoch [174][1700/3757] lr: 2.377e-02, eta: 2 days, 23:57:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6914, loss_cls: 2.4554, loss: 2.4554, grad_norm: 3.7529 2020-08-05 05:02:36,844 - mmaction - INFO - Epoch [174][1720/3757] lr: 2.377e-02, eta: 2 days, 23:56:55, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7109, loss_cls: 2.3572, loss: 2.3572, grad_norm: 3.7660 2020-08-05 05:02:52,721 - mmaction - INFO - Epoch [174][1740/3757] lr: 2.377e-02, eta: 2 days, 23:56:37, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.7063, loss_cls: 2.3577, loss: 2.3577, grad_norm: 3.8170 2020-08-05 05:03:08,453 - mmaction - INFO - Epoch [174][1760/3757] lr: 2.377e-02, eta: 2 days, 23:56:18, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7031, loss_cls: 2.3916, loss: 2.3916, grad_norm: 3.8560 2020-08-05 05:03:24,319 - mmaction - INFO - Epoch [174][1780/3757] lr: 2.377e-02, eta: 2 days, 23:56:00, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6937, loss_cls: 2.4401, loss: 2.4401, grad_norm: 3.7925 2020-08-05 05:03:40,060 - mmaction - INFO - Epoch [174][1800/3757] lr: 2.377e-02, eta: 2 days, 23:55:41, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7094, loss_cls: 2.3532, loss: 2.3532, grad_norm: 3.6337 2020-08-05 05:03:55,877 - mmaction - INFO - Epoch [174][1820/3757] lr: 2.377e-02, eta: 2 days, 23:55:23, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.3029, loss: 2.3029, grad_norm: 3.7426 2020-08-05 05:04:11,691 - mmaction - INFO - Epoch [174][1840/3757] lr: 2.377e-02, eta: 2 days, 23:55:05, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6906, loss_cls: 2.4546, loss: 2.4546, grad_norm: 3.8708 2020-08-05 05:04:27,465 - mmaction - INFO - Epoch [174][1860/3757] lr: 2.377e-02, eta: 2 days, 23:54:46, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7078, loss_cls: 2.4067, loss: 2.4067, grad_norm: 3.9052 2020-08-05 05:04:47,189 - mmaction - INFO - Epoch [174][1880/3757] lr: 2.377e-02, eta: 2 days, 23:54:35, time: 0.986, data_time: 0.191, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6984, loss_cls: 2.4313, loss: 2.4313, grad_norm: 3.8296 2020-08-05 05:05:03,097 - mmaction - INFO - Epoch [174][1900/3757] lr: 2.377e-02, eta: 2 days, 23:54:17, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6828, loss_cls: 2.4421, loss: 2.4421, grad_norm: 3.8746 2020-08-05 05:05:18,805 - mmaction - INFO - Epoch [174][1920/3757] lr: 2.377e-02, eta: 2 days, 23:53:58, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6953, loss_cls: 2.4406, loss: 2.4406, grad_norm: 3.8878 2020-08-05 05:05:34,726 - mmaction - INFO - Epoch [174][1940/3757] lr: 2.377e-02, eta: 2 days, 23:53:40, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7055, loss_cls: 2.3993, loss: 2.3993, grad_norm: 3.9015 2020-08-05 05:05:50,511 - mmaction - INFO - Epoch [174][1960/3757] lr: 2.377e-02, eta: 2 days, 23:53:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6852, loss_cls: 2.4862, loss: 2.4862, grad_norm: 4.0376 2020-08-05 05:06:06,314 - mmaction - INFO - Epoch [174][1980/3757] lr: 2.377e-02, eta: 2 days, 23:53:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4320, top5_acc: 0.7031, loss_cls: 2.4565, loss: 2.4565, grad_norm: 3.7862 2020-08-05 05:06:22,182 - mmaction - INFO - Epoch [174][2000/3757] lr: 2.377e-02, eta: 2 days, 23:52:45, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.4200, loss: 2.4200, grad_norm: 3.8278 2020-08-05 05:06:37,967 - mmaction - INFO - Epoch [174][2020/3757] lr: 2.377e-02, eta: 2 days, 23:52:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6945, loss_cls: 2.4413, loss: 2.4413, grad_norm: 3.7752 2020-08-05 05:06:53,765 - mmaction - INFO - Epoch [174][2040/3757] lr: 2.377e-02, eta: 2 days, 23:52:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7266, loss_cls: 2.3323, loss: 2.3323, grad_norm: 3.9705 2020-08-05 05:07:09,589 - mmaction - INFO - Epoch [174][2060/3757] lr: 2.377e-02, eta: 2 days, 23:51:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6891, loss_cls: 2.4406, loss: 2.4406, grad_norm: 3.9926 2020-08-05 05:07:25,480 - mmaction - INFO - Epoch [174][2080/3757] lr: 2.377e-02, eta: 2 days, 23:51:32, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.3336, loss: 2.3336, grad_norm: 3.8455 2020-08-05 05:07:41,187 - mmaction - INFO - Epoch [174][2100/3757] lr: 2.377e-02, eta: 2 days, 23:51:14, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7133, loss_cls: 2.3175, loss: 2.3175, grad_norm: 3.8351 2020-08-05 05:07:56,941 - mmaction - INFO - Epoch [174][2120/3757] lr: 2.377e-02, eta: 2 days, 23:50:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7063, loss_cls: 2.3501, loss: 2.3501, grad_norm: 3.6997 2020-08-05 05:08:12,859 - mmaction - INFO - Epoch [174][2140/3757] lr: 2.377e-02, eta: 2 days, 23:50:37, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.6977, loss_cls: 2.3838, loss: 2.3838, grad_norm: 3.9066 2020-08-05 05:08:28,661 - mmaction - INFO - Epoch [174][2160/3757] lr: 2.377e-02, eta: 2 days, 23:50:19, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6992, loss_cls: 2.4194, loss: 2.4194, grad_norm: 3.8040 2020-08-05 05:08:44,510 - mmaction - INFO - Epoch [174][2180/3757] lr: 2.377e-02, eta: 2 days, 23:50:01, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7164, loss_cls: 2.2675, loss: 2.2675, grad_norm: 3.8014 2020-08-05 05:09:00,371 - mmaction - INFO - Epoch [174][2200/3757] lr: 2.377e-02, eta: 2 days, 23:49:42, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6914, loss_cls: 2.4456, loss: 2.4456, grad_norm: 3.9296 2020-08-05 05:09:16,288 - mmaction - INFO - Epoch [174][2220/3757] lr: 2.377e-02, eta: 2 days, 23:49:24, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7055, loss_cls: 2.3702, loss: 2.3702, grad_norm: 3.8699 2020-08-05 05:09:32,017 - mmaction - INFO - Epoch [174][2240/3757] lr: 2.377e-02, eta: 2 days, 23:49:06, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4758, top5_acc: 0.6977, loss_cls: 2.3432, loss: 2.3432, grad_norm: 3.8468 2020-08-05 05:09:47,935 - mmaction - INFO - Epoch [174][2260/3757] lr: 2.377e-02, eta: 2 days, 23:48:48, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6805, loss_cls: 2.5211, loss: 2.5211, grad_norm: 3.7927 2020-08-05 05:10:03,831 - mmaction - INFO - Epoch [174][2280/3757] lr: 2.377e-02, eta: 2 days, 23:48:30, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.7031, loss_cls: 2.4138, loss: 2.4138, grad_norm: 3.8161 2020-08-05 05:10:19,492 - mmaction - INFO - Epoch [174][2300/3757] lr: 2.377e-02, eta: 2 days, 23:48:11, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7109, loss_cls: 2.3891, loss: 2.3891, grad_norm: 3.7840 2020-08-05 05:10:35,288 - mmaction - INFO - Epoch [174][2320/3757] lr: 2.377e-02, eta: 2 days, 23:47:53, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.7008, loss_cls: 2.4159, loss: 2.4159, grad_norm: 3.8698 2020-08-05 05:10:51,141 - mmaction - INFO - Epoch [174][2340/3757] lr: 2.377e-02, eta: 2 days, 23:47:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7156, loss_cls: 2.3681, loss: 2.3681, grad_norm: 3.8221 2020-08-05 05:11:06,828 - mmaction - INFO - Epoch [174][2360/3757] lr: 2.377e-02, eta: 2 days, 23:47:16, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7008, loss_cls: 2.4942, loss: 2.4942, grad_norm: 3.9070 2020-08-05 05:11:22,611 - mmaction - INFO - Epoch [174][2380/3757] lr: 2.377e-02, eta: 2 days, 23:46:57, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7078, loss_cls: 2.3331, loss: 2.3331, grad_norm: 3.7064 2020-08-05 05:11:38,420 - mmaction - INFO - Epoch [174][2400/3757] lr: 2.377e-02, eta: 2 days, 23:46:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.6945, loss_cls: 2.3566, loss: 2.3566, grad_norm: 3.7829 2020-08-05 05:11:54,239 - mmaction - INFO - Epoch [174][2420/3757] lr: 2.377e-02, eta: 2 days, 23:46:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.6953, loss_cls: 2.3549, loss: 2.3549, grad_norm: 3.7610 2020-08-05 05:12:10,069 - mmaction - INFO - Epoch [174][2440/3757] lr: 2.377e-02, eta: 2 days, 23:46:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6844, loss_cls: 2.4633, loss: 2.4633, grad_norm: 3.7563 2020-08-05 05:12:25,769 - mmaction - INFO - Epoch [174][2460/3757] lr: 2.377e-02, eta: 2 days, 23:45:44, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6937, loss_cls: 2.4208, loss: 2.4208, grad_norm: 3.8580 2020-08-05 05:12:41,573 - mmaction - INFO - Epoch [174][2480/3757] lr: 2.377e-02, eta: 2 days, 23:45:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6992, loss_cls: 2.4070, loss: 2.4070, grad_norm: 3.8470 2020-08-05 05:12:57,291 - mmaction - INFO - Epoch [174][2500/3757] lr: 2.377e-02, eta: 2 days, 23:45:07, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7203, loss_cls: 2.3392, loss: 2.3392, grad_norm: 3.7697 2020-08-05 05:13:13,029 - mmaction - INFO - Epoch [174][2520/3757] lr: 2.377e-02, eta: 2 days, 23:44:49, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6930, loss_cls: 2.4371, loss: 2.4371, grad_norm: 3.8959 2020-08-05 05:13:28,947 - mmaction - INFO - Epoch [174][2540/3757] lr: 2.377e-02, eta: 2 days, 23:44:31, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6750, loss_cls: 2.4522, loss: 2.4522, grad_norm: 3.9314 2020-08-05 05:13:44,745 - mmaction - INFO - Epoch [174][2560/3757] lr: 2.377e-02, eta: 2 days, 23:44:12, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6906, loss_cls: 2.4634, loss: 2.4634, grad_norm: 3.7436 2020-08-05 05:14:00,543 - mmaction - INFO - Epoch [174][2580/3757] lr: 2.377e-02, eta: 2 days, 23:43:54, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.4275, loss: 2.4275, grad_norm: 3.8044 2020-08-05 05:14:17,082 - mmaction - INFO - Epoch [174][2600/3757] lr: 2.377e-02, eta: 2 days, 23:43:37, time: 0.827, data_time: 0.004, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7125, loss_cls: 2.3520, loss: 2.3520, grad_norm: 3.9064 2020-08-05 05:14:32,988 - mmaction - INFO - Epoch [174][2620/3757] lr: 2.377e-02, eta: 2 days, 23:43:19, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.6922, loss_cls: 2.4345, loss: 2.4345, grad_norm: 3.7922 2020-08-05 05:14:48,863 - mmaction - INFO - Epoch [174][2640/3757] lr: 2.377e-02, eta: 2 days, 23:43:01, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6750, loss_cls: 2.4458, loss: 2.4458, grad_norm: 3.8069 2020-08-05 05:15:04,765 - mmaction - INFO - Epoch [174][2660/3757] lr: 2.377e-02, eta: 2 days, 23:42:43, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6930, loss_cls: 2.4222, loss: 2.4222, grad_norm: 3.9323 2020-08-05 05:15:20,499 - mmaction - INFO - Epoch [174][2680/3757] lr: 2.377e-02, eta: 2 days, 23:42:24, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6766, loss_cls: 2.4501, loss: 2.4501, grad_norm: 3.7129 2020-08-05 05:15:36,225 - mmaction - INFO - Epoch [174][2700/3757] lr: 2.377e-02, eta: 2 days, 23:42:06, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4602, top5_acc: 0.6805, loss_cls: 2.4197, loss: 2.4197, grad_norm: 3.7183 2020-08-05 05:15:52,073 - mmaction - INFO - Epoch [174][2720/3757] lr: 2.377e-02, eta: 2 days, 23:41:47, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7234, loss_cls: 2.3157, loss: 2.3157, grad_norm: 3.7882 2020-08-05 05:16:07,957 - mmaction - INFO - Epoch [174][2740/3757] lr: 2.377e-02, eta: 2 days, 23:41:29, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7242, loss_cls: 2.2535, loss: 2.2535, grad_norm: 3.7461 2020-08-05 05:16:23,805 - mmaction - INFO - Epoch [174][2760/3757] lr: 2.377e-02, eta: 2 days, 23:41:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7016, loss_cls: 2.3783, loss: 2.3783, grad_norm: 3.8115 2020-08-05 05:16:39,600 - mmaction - INFO - Epoch [174][2780/3757] lr: 2.377e-02, eta: 2 days, 23:40:53, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6906, loss_cls: 2.4387, loss: 2.4387, grad_norm: 3.7310 2020-08-05 05:16:55,360 - mmaction - INFO - Epoch [174][2800/3757] lr: 2.377e-02, eta: 2 days, 23:40:34, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.6844, loss_cls: 2.4380, loss: 2.4380, grad_norm: 3.7786 2020-08-05 05:17:11,200 - mmaction - INFO - Epoch [174][2820/3757] lr: 2.377e-02, eta: 2 days, 23:40:16, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.6992, loss_cls: 2.4069, loss: 2.4069, grad_norm: 3.8521 2020-08-05 05:17:27,109 - mmaction - INFO - Epoch [174][2840/3757] lr: 2.377e-02, eta: 2 days, 23:39:58, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6992, loss_cls: 2.4626, loss: 2.4626, grad_norm: 3.7965 2020-08-05 05:17:42,917 - mmaction - INFO - Epoch [174][2860/3757] lr: 2.377e-02, eta: 2 days, 23:39:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.7047, loss_cls: 2.4293, loss: 2.4293, grad_norm: 3.9046 2020-08-05 05:17:58,741 - mmaction - INFO - Epoch [174][2880/3757] lr: 2.377e-02, eta: 2 days, 23:39:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7055, loss_cls: 2.3551, loss: 2.3551, grad_norm: 3.7386 2020-08-05 05:18:14,508 - mmaction - INFO - Epoch [174][2900/3757] lr: 2.377e-02, eta: 2 days, 23:39:03, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7031, loss_cls: 2.3405, loss: 2.3405, grad_norm: 3.8164 2020-08-05 05:18:30,377 - mmaction - INFO - Epoch [174][2920/3757] lr: 2.377e-02, eta: 2 days, 23:38:45, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6844, loss_cls: 2.4529, loss: 2.4529, grad_norm: 3.8020 2020-08-05 05:18:46,128 - mmaction - INFO - Epoch [174][2940/3757] lr: 2.377e-02, eta: 2 days, 23:38:26, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7117, loss_cls: 2.2941, loss: 2.2941, grad_norm: 3.8107 2020-08-05 05:19:01,917 - mmaction - INFO - Epoch [174][2960/3757] lr: 2.377e-02, eta: 2 days, 23:38:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6898, loss_cls: 2.4795, loss: 2.4795, grad_norm: 3.7907 2020-08-05 05:19:17,848 - mmaction - INFO - Epoch [174][2980/3757] lr: 2.377e-02, eta: 2 days, 23:37:50, time: 0.796, data_time: 0.009, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6914, loss_cls: 2.4666, loss: 2.4666, grad_norm: 3.8762 2020-08-05 05:19:33,560 - mmaction - INFO - Epoch [174][3000/3757] lr: 2.377e-02, eta: 2 days, 23:37:32, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4641, top5_acc: 0.6984, loss_cls: 2.3773, loss: 2.3773, grad_norm: 3.8515 2020-08-05 05:19:49,373 - mmaction - INFO - Epoch [174][3020/3757] lr: 2.377e-02, eta: 2 days, 23:37:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6898, loss_cls: 2.4388, loss: 2.4388, grad_norm: 3.8690 2020-08-05 05:20:05,332 - mmaction - INFO - Epoch [174][3040/3757] lr: 2.377e-02, eta: 2 days, 23:36:55, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6875, loss_cls: 2.4528, loss: 2.4528, grad_norm: 3.8729 2020-08-05 05:20:21,099 - mmaction - INFO - Epoch [174][3060/3757] lr: 2.377e-02, eta: 2 days, 23:36:37, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6859, loss_cls: 2.4633, loss: 2.4633, grad_norm: 3.9405 2020-08-05 05:20:36,796 - mmaction - INFO - Epoch [174][3080/3757] lr: 2.377e-02, eta: 2 days, 23:36:18, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7125, loss_cls: 2.3714, loss: 2.3714, grad_norm: 3.7874 2020-08-05 05:20:52,744 - mmaction - INFO - Epoch [174][3100/3757] lr: 2.377e-02, eta: 2 days, 23:36:00, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6859, loss_cls: 2.5231, loss: 2.5231, grad_norm: 3.9008 2020-08-05 05:21:08,503 - mmaction - INFO - Epoch [174][3120/3757] lr: 2.377e-02, eta: 2 days, 23:35:42, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6852, loss_cls: 2.5099, loss: 2.5099, grad_norm: 3.7655 2020-08-05 05:21:24,357 - mmaction - INFO - Epoch [174][3140/3757] lr: 2.377e-02, eta: 2 days, 23:35:24, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7063, loss_cls: 2.3798, loss: 2.3798, grad_norm: 3.7388 2020-08-05 05:21:40,208 - mmaction - INFO - Epoch [174][3160/3757] lr: 2.377e-02, eta: 2 days, 23:35:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7141, loss_cls: 2.3638, loss: 2.3638, grad_norm: 3.6384 2020-08-05 05:21:56,047 - mmaction - INFO - Epoch [174][3180/3757] lr: 2.377e-02, eta: 2 days, 23:34:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7047, loss_cls: 2.3475, loss: 2.3475, grad_norm: 3.7079 2020-08-05 05:22:11,788 - mmaction - INFO - Epoch [174][3200/3757] lr: 2.377e-02, eta: 2 days, 23:34:29, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7086, loss_cls: 2.3567, loss: 2.3567, grad_norm: 3.6805 2020-08-05 05:22:27,563 - mmaction - INFO - Epoch [174][3220/3757] lr: 2.377e-02, eta: 2 days, 23:34:11, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.3728, loss: 2.3728, grad_norm: 3.8026 2020-08-05 05:22:43,366 - mmaction - INFO - Epoch [174][3240/3757] lr: 2.377e-02, eta: 2 days, 23:33:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7258, loss_cls: 2.3770, loss: 2.3770, grad_norm: 3.9418 2020-08-05 05:22:59,199 - mmaction - INFO - Epoch [174][3260/3757] lr: 2.377e-02, eta: 2 days, 23:33:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6930, loss_cls: 2.4430, loss: 2.4430, grad_norm: 3.7824 2020-08-05 05:23:14,992 - mmaction - INFO - Epoch [174][3280/3757] lr: 2.377e-02, eta: 2 days, 23:33:16, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7102, loss_cls: 2.3459, loss: 2.3459, grad_norm: 3.8037 2020-08-05 05:23:30,666 - mmaction - INFO - Epoch [174][3300/3757] lr: 2.377e-02, eta: 2 days, 23:32:57, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7039, loss_cls: 2.3736, loss: 2.3736, grad_norm: 3.8117 2020-08-05 05:23:46,471 - mmaction - INFO - Epoch [174][3320/3757] lr: 2.377e-02, eta: 2 days, 23:32:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7047, loss_cls: 2.3754, loss: 2.3754, grad_norm: 3.7825 2020-08-05 05:24:02,313 - mmaction - INFO - Epoch [174][3340/3757] lr: 2.377e-02, eta: 2 days, 23:32:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6844, loss_cls: 2.4750, loss: 2.4750, grad_norm: 3.8533 2020-08-05 05:24:18,071 - mmaction - INFO - Epoch [174][3360/3757] lr: 2.377e-02, eta: 2 days, 23:32:02, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7070, loss_cls: 2.3151, loss: 2.3151, grad_norm: 3.6459 2020-08-05 05:24:33,885 - mmaction - INFO - Epoch [174][3380/3757] lr: 2.377e-02, eta: 2 days, 23:31:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7117, loss_cls: 2.3394, loss: 2.3394, grad_norm: 3.8001 2020-08-05 05:24:49,626 - mmaction - INFO - Epoch [174][3400/3757] lr: 2.377e-02, eta: 2 days, 23:31:26, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7195, loss_cls: 2.3282, loss: 2.3282, grad_norm: 3.7815 2020-08-05 05:25:05,502 - mmaction - INFO - Epoch [174][3420/3757] lr: 2.377e-02, eta: 2 days, 23:31:07, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6867, loss_cls: 2.4622, loss: 2.4622, grad_norm: 3.7442 2020-08-05 05:25:21,237 - mmaction - INFO - Epoch [174][3440/3757] lr: 2.377e-02, eta: 2 days, 23:30:49, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7055, loss_cls: 2.3529, loss: 2.3529, grad_norm: 3.8179 2020-08-05 05:25:37,033 - mmaction - INFO - Epoch [174][3460/3757] lr: 2.377e-02, eta: 2 days, 23:30:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6734, loss_cls: 2.5887, loss: 2.5887, grad_norm: 3.9023 2020-08-05 05:25:52,738 - mmaction - INFO - Epoch [174][3480/3757] lr: 2.377e-02, eta: 2 days, 23:30:12, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4445, top5_acc: 0.7102, loss_cls: 2.4472, loss: 2.4472, grad_norm: 3.7316 2020-08-05 05:26:08,513 - mmaction - INFO - Epoch [174][3500/3757] lr: 2.377e-02, eta: 2 days, 23:29:54, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4711, top5_acc: 0.6977, loss_cls: 2.3931, loss: 2.3931, grad_norm: 3.6488 2020-08-05 05:26:24,264 - mmaction - INFO - Epoch [174][3520/3757] lr: 2.377e-02, eta: 2 days, 23:29:36, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6758, loss_cls: 2.4913, loss: 2.4913, grad_norm: 3.7425 2020-08-05 05:26:40,114 - mmaction - INFO - Epoch [174][3540/3757] lr: 2.377e-02, eta: 2 days, 23:29:17, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6852, loss_cls: 2.4467, loss: 2.4467, grad_norm: 3.7027 2020-08-05 05:26:55,965 - mmaction - INFO - Epoch [174][3560/3757] lr: 2.377e-02, eta: 2 days, 23:28:59, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4641, top5_acc: 0.6984, loss_cls: 2.3744, loss: 2.3744, grad_norm: 3.6827 2020-08-05 05:27:11,804 - mmaction - INFO - Epoch [174][3580/3757] lr: 2.377e-02, eta: 2 days, 23:28:41, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6844, loss_cls: 2.4790, loss: 2.4790, grad_norm: 3.9061 2020-08-05 05:27:27,673 - mmaction - INFO - Epoch [174][3600/3757] lr: 2.377e-02, eta: 2 days, 23:28:23, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7383, loss_cls: 2.2178, loss: 2.2178, grad_norm: 3.7093 2020-08-05 05:27:43,412 - mmaction - INFO - Epoch [174][3620/3757] lr: 2.377e-02, eta: 2 days, 23:28:04, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6898, loss_cls: 2.4749, loss: 2.4749, grad_norm: 3.8396 2020-08-05 05:28:00,070 - mmaction - INFO - Epoch [174][3640/3757] lr: 2.377e-02, eta: 2 days, 23:27:48, time: 0.833, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7063, loss_cls: 2.3601, loss: 2.3601, grad_norm: 3.7777 2020-08-05 05:28:15,991 - mmaction - INFO - Epoch [174][3660/3757] lr: 2.377e-02, eta: 2 days, 23:27:29, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6977, loss_cls: 2.4527, loss: 2.4527, grad_norm: 3.7791 2020-08-05 05:28:31,766 - mmaction - INFO - Epoch [174][3680/3757] lr: 2.377e-02, eta: 2 days, 23:27:11, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7078, loss_cls: 2.3924, loss: 2.3924, grad_norm: 3.7955 2020-08-05 05:28:47,982 - mmaction - INFO - Epoch [174][3700/3757] lr: 2.377e-02, eta: 2 days, 23:26:54, time: 0.810, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6883, loss_cls: 2.4840, loss: 2.4840, grad_norm: 3.9016 2020-08-05 05:29:03,813 - mmaction - INFO - Epoch [174][3720/3757] lr: 2.377e-02, eta: 2 days, 23:26:35, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6906, loss_cls: 2.4343, loss: 2.4343, grad_norm: 3.7718 2020-08-05 05:29:19,645 - mmaction - INFO - Epoch [174][3740/3757] lr: 2.377e-02, eta: 2 days, 23:26:17, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7031, loss_cls: 2.4077, loss: 2.4077, grad_norm: 3.8052 2020-08-05 05:34:15,449 - mmaction - INFO - Epoch [175][20/3757] lr: 2.325e-02, eta: 2 days, 23:32:30, time: 12.860, data_time: 12.039, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7188, loss_cls: 2.2900, loss: 2.2900, grad_norm: 3.6869 2020-08-05 05:34:31,283 - mmaction - INFO - Epoch [175][40/3757] lr: 2.325e-02, eta: 2 days, 23:32:11, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6992, loss_cls: 2.4024, loss: 2.4024, grad_norm: 3.7928 2020-08-05 05:34:47,201 - mmaction - INFO - Epoch [175][60/3757] lr: 2.325e-02, eta: 2 days, 23:31:53, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7141, loss_cls: 2.2782, loss: 2.2782, grad_norm: 3.6977 2020-08-05 05:35:03,060 - mmaction - INFO - Epoch [175][80/3757] lr: 2.325e-02, eta: 2 days, 23:31:35, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7023, loss_cls: 2.3355, loss: 2.3355, grad_norm: 3.7862 2020-08-05 05:35:18,894 - mmaction - INFO - Epoch [175][100/3757] lr: 2.325e-02, eta: 2 days, 23:31:17, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6750, loss_cls: 2.4544, loss: 2.4544, grad_norm: 3.8369 2020-08-05 05:35:34,631 - mmaction - INFO - Epoch [175][120/3757] lr: 2.325e-02, eta: 2 days, 23:30:58, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6797, loss_cls: 2.4455, loss: 2.4455, grad_norm: 3.8097 2020-08-05 05:35:50,465 - mmaction - INFO - Epoch [175][140/3757] lr: 2.325e-02, eta: 2 days, 23:30:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7047, loss_cls: 2.3505, loss: 2.3505, grad_norm: 3.8244 2020-08-05 05:36:06,188 - mmaction - INFO - Epoch [175][160/3757] lr: 2.325e-02, eta: 2 days, 23:30:21, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7125, loss_cls: 2.3260, loss: 2.3260, grad_norm: 3.7327 2020-08-05 05:36:22,032 - mmaction - INFO - Epoch [175][180/3757] lr: 2.325e-02, eta: 2 days, 23:30:03, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7180, loss_cls: 2.3546, loss: 2.3546, grad_norm: 3.7214 2020-08-05 05:36:37,797 - mmaction - INFO - Epoch [175][200/3757] lr: 2.325e-02, eta: 2 days, 23:29:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7133, loss_cls: 2.3022, loss: 2.3022, grad_norm: 3.8515 2020-08-05 05:36:53,609 - mmaction - INFO - Epoch [175][220/3757] lr: 2.325e-02, eta: 2 days, 23:29:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7047, loss_cls: 2.3477, loss: 2.3477, grad_norm: 3.7791 2020-08-05 05:37:09,449 - mmaction - INFO - Epoch [175][240/3757] lr: 2.325e-02, eta: 2 days, 23:29:08, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6961, loss_cls: 2.4125, loss: 2.4125, grad_norm: 3.9158 2020-08-05 05:37:25,251 - mmaction - INFO - Epoch [175][260/3757] lr: 2.325e-02, eta: 2 days, 23:28:50, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.7000, loss_cls: 2.4021, loss: 2.4021, grad_norm: 3.8609 2020-08-05 05:37:41,037 - mmaction - INFO - Epoch [175][280/3757] lr: 2.325e-02, eta: 2 days, 23:28:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6992, loss_cls: 2.4427, loss: 2.4427, grad_norm: 3.9048 2020-08-05 05:37:56,900 - mmaction - INFO - Epoch [175][300/3757] lr: 2.325e-02, eta: 2 days, 23:28:13, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7234, loss_cls: 2.2638, loss: 2.2638, grad_norm: 3.7093 2020-08-05 05:38:12,773 - mmaction - INFO - Epoch [175][320/3757] lr: 2.325e-02, eta: 2 days, 23:27:55, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6977, loss_cls: 2.4193, loss: 2.4193, grad_norm: 3.8431 2020-08-05 05:38:28,664 - mmaction - INFO - Epoch [175][340/3757] lr: 2.325e-02, eta: 2 days, 23:27:37, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7133, loss_cls: 2.3789, loss: 2.3789, grad_norm: 3.9033 2020-08-05 05:38:44,514 - mmaction - INFO - Epoch [175][360/3757] lr: 2.325e-02, eta: 2 days, 23:27:18, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6789, loss_cls: 2.4874, loss: 2.4874, grad_norm: 3.8634 2020-08-05 05:39:00,369 - mmaction - INFO - Epoch [175][380/3757] lr: 2.325e-02, eta: 2 days, 23:27:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6945, loss_cls: 2.4485, loss: 2.4485, grad_norm: 3.7592 2020-08-05 05:39:16,205 - mmaction - INFO - Epoch [175][400/3757] lr: 2.325e-02, eta: 2 days, 23:26:42, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7023, loss_cls: 2.3342, loss: 2.3342, grad_norm: 3.7174 2020-08-05 05:39:31,980 - mmaction - INFO - Epoch [175][420/3757] lr: 2.325e-02, eta: 2 days, 23:26:23, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7266, loss_cls: 2.2798, loss: 2.2798, grad_norm: 3.7311 2020-08-05 05:39:47,781 - mmaction - INFO - Epoch [175][440/3757] lr: 2.325e-02, eta: 2 days, 23:26:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6844, loss_cls: 2.4168, loss: 2.4168, grad_norm: 3.8272 2020-08-05 05:40:03,606 - mmaction - INFO - Epoch [175][460/3757] lr: 2.325e-02, eta: 2 days, 23:25:47, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7055, loss_cls: 2.3763, loss: 2.3763, grad_norm: 3.8351 2020-08-05 05:40:19,410 - mmaction - INFO - Epoch [175][480/3757] lr: 2.325e-02, eta: 2 days, 23:25:28, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4492, top5_acc: 0.7086, loss_cls: 2.3861, loss: 2.3861, grad_norm: 3.9095 2020-08-05 05:40:35,215 - mmaction - INFO - Epoch [175][500/3757] lr: 2.325e-02, eta: 2 days, 23:25:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7125, loss_cls: 2.3121, loss: 2.3121, grad_norm: 3.9233 2020-08-05 05:40:51,014 - mmaction - INFO - Epoch [175][520/3757] lr: 2.325e-02, eta: 2 days, 23:24:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6969, loss_cls: 2.3748, loss: 2.3748, grad_norm: 3.8470 2020-08-05 05:41:06,780 - mmaction - INFO - Epoch [175][540/3757] lr: 2.325e-02, eta: 2 days, 23:24:33, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7086, loss_cls: 2.3262, loss: 2.3262, grad_norm: 3.8437 2020-08-05 05:41:22,532 - mmaction - INFO - Epoch [175][560/3757] lr: 2.325e-02, eta: 2 days, 23:24:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6977, loss_cls: 2.4323, loss: 2.4323, grad_norm: 3.9051 2020-08-05 05:41:38,345 - mmaction - INFO - Epoch [175][580/3757] lr: 2.325e-02, eta: 2 days, 23:23:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7078, loss_cls: 2.3273, loss: 2.3273, grad_norm: 3.7678 2020-08-05 05:41:54,041 - mmaction - INFO - Epoch [175][600/3757] lr: 2.325e-02, eta: 2 days, 23:23:38, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7000, loss_cls: 2.3652, loss: 2.3652, grad_norm: 3.7693 2020-08-05 05:42:09,834 - mmaction - INFO - Epoch [175][620/3757] lr: 2.325e-02, eta: 2 days, 23:23:20, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7164, loss_cls: 2.3710, loss: 2.3710, grad_norm: 3.8207 2020-08-05 05:42:25,616 - mmaction - INFO - Epoch [175][640/3757] lr: 2.325e-02, eta: 2 days, 23:23:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7000, loss_cls: 2.4045, loss: 2.4045, grad_norm: 3.7369 2020-08-05 05:42:41,503 - mmaction - INFO - Epoch [175][660/3757] lr: 2.325e-02, eta: 2 days, 23:22:43, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7180, loss_cls: 2.2832, loss: 2.2832, grad_norm: 3.7663 2020-08-05 05:42:57,333 - mmaction - INFO - Epoch [175][680/3757] lr: 2.325e-02, eta: 2 days, 23:22:25, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6883, loss_cls: 2.4389, loss: 2.4389, grad_norm: 3.8201 2020-08-05 05:43:13,865 - mmaction - INFO - Epoch [175][700/3757] lr: 2.325e-02, eta: 2 days, 23:22:08, time: 0.826, data_time: 0.001, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6930, loss_cls: 2.4072, loss: 2.4072, grad_norm: 3.8453 2020-08-05 05:43:30,506 - mmaction - INFO - Epoch [175][720/3757] lr: 2.325e-02, eta: 2 days, 23:21:51, time: 0.832, data_time: 0.003, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7094, loss_cls: 2.3792, loss: 2.3792, grad_norm: 3.7602 2020-08-05 05:43:46,313 - mmaction - INFO - Epoch [175][740/3757] lr: 2.325e-02, eta: 2 days, 23:21:33, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7172, loss_cls: 2.3552, loss: 2.3552, grad_norm: 3.9753 2020-08-05 05:44:02,143 - mmaction - INFO - Epoch [175][760/3757] lr: 2.325e-02, eta: 2 days, 23:21:14, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.4271, loss: 2.4271, grad_norm: 3.9640 2020-08-05 05:44:17,875 - mmaction - INFO - Epoch [175][780/3757] lr: 2.325e-02, eta: 2 days, 23:20:56, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4602, top5_acc: 0.6945, loss_cls: 2.4586, loss: 2.4586, grad_norm: 3.9271 2020-08-05 05:44:33,757 - mmaction - INFO - Epoch [175][800/3757] lr: 2.325e-02, eta: 2 days, 23:20:38, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6977, loss_cls: 2.4023, loss: 2.4023, grad_norm: 3.8238 2020-08-05 05:44:49,535 - mmaction - INFO - Epoch [175][820/3757] lr: 2.325e-02, eta: 2 days, 23:20:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7070, loss_cls: 2.3604, loss: 2.3604, grad_norm: 3.7647 2020-08-05 05:45:05,369 - mmaction - INFO - Epoch [175][840/3757] lr: 2.325e-02, eta: 2 days, 23:20:01, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7164, loss_cls: 2.3358, loss: 2.3358, grad_norm: 3.7630 2020-08-05 05:45:21,092 - mmaction - INFO - Epoch [175][860/3757] lr: 2.325e-02, eta: 2 days, 23:19:42, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7141, loss_cls: 2.3462, loss: 2.3462, grad_norm: 3.8490 2020-08-05 05:45:36,792 - mmaction - INFO - Epoch [175][880/3757] lr: 2.325e-02, eta: 2 days, 23:19:24, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4672, top5_acc: 0.6953, loss_cls: 2.3862, loss: 2.3862, grad_norm: 3.8138 2020-08-05 05:45:52,606 - mmaction - INFO - Epoch [175][900/3757] lr: 2.325e-02, eta: 2 days, 23:19:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4773, top5_acc: 0.6953, loss_cls: 2.3902, loss: 2.3902, grad_norm: 3.8857 2020-08-05 05:46:08,421 - mmaction - INFO - Epoch [175][920/3757] lr: 2.325e-02, eta: 2 days, 23:18:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6859, loss_cls: 2.4468, loss: 2.4468, grad_norm: 3.9144 2020-08-05 05:46:24,196 - mmaction - INFO - Epoch [175][940/3757] lr: 2.325e-02, eta: 2 days, 23:18:29, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.7000, loss_cls: 2.4255, loss: 2.4255, grad_norm: 3.9364 2020-08-05 05:46:39,993 - mmaction - INFO - Epoch [175][960/3757] lr: 2.325e-02, eta: 2 days, 23:18:11, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7094, loss_cls: 2.3707, loss: 2.3707, grad_norm: 3.7842 2020-08-05 05:46:55,806 - mmaction - INFO - Epoch [175][980/3757] lr: 2.325e-02, eta: 2 days, 23:17:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7188, loss_cls: 2.3234, loss: 2.3234, grad_norm: 3.8291 2020-08-05 05:47:11,618 - mmaction - INFO - Epoch [175][1000/3757] lr: 2.325e-02, eta: 2 days, 23:17:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7023, loss_cls: 2.3653, loss: 2.3653, grad_norm: 3.8987 2020-08-05 05:47:27,351 - mmaction - INFO - Epoch [175][1020/3757] lr: 2.325e-02, eta: 2 days, 23:17:15, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7055, loss_cls: 2.3530, loss: 2.3530, grad_norm: 3.9206 2020-08-05 05:47:43,134 - mmaction - INFO - Epoch [175][1040/3757] lr: 2.325e-02, eta: 2 days, 23:16:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4141, top5_acc: 0.6883, loss_cls: 2.4959, loss: 2.4959, grad_norm: 3.9229 2020-08-05 05:47:58,903 - mmaction - INFO - Epoch [175][1060/3757] lr: 2.325e-02, eta: 2 days, 23:16:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7234, loss_cls: 2.3089, loss: 2.3089, grad_norm: 3.8255 2020-08-05 05:48:14,701 - mmaction - INFO - Epoch [175][1080/3757] lr: 2.325e-02, eta: 2 days, 23:16:20, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7016, loss_cls: 2.3580, loss: 2.3580, grad_norm: 3.9339 2020-08-05 05:48:30,631 - mmaction - INFO - Epoch [175][1100/3757] lr: 2.325e-02, eta: 2 days, 23:16:02, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.6961, loss_cls: 2.3479, loss: 2.3479, grad_norm: 3.9621 2020-08-05 05:48:46,380 - mmaction - INFO - Epoch [175][1120/3757] lr: 2.325e-02, eta: 2 days, 23:15:44, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7102, loss_cls: 2.2503, loss: 2.2503, grad_norm: 3.7848 2020-08-05 05:49:02,266 - mmaction - INFO - Epoch [175][1140/3757] lr: 2.325e-02, eta: 2 days, 23:15:26, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7102, loss_cls: 2.4497, loss: 2.4497, grad_norm: 3.9825 2020-08-05 05:49:17,921 - mmaction - INFO - Epoch [175][1160/3757] lr: 2.325e-02, eta: 2 days, 23:15:07, time: 0.784, data_time: 0.002, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6945, loss_cls: 2.4661, loss: 2.4661, grad_norm: 3.8637 2020-08-05 05:49:33,778 - mmaction - INFO - Epoch [175][1180/3757] lr: 2.325e-02, eta: 2 days, 23:14:49, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7258, loss_cls: 2.3042, loss: 2.3042, grad_norm: 3.7846 2020-08-05 05:49:49,577 - mmaction - INFO - Epoch [175][1200/3757] lr: 2.325e-02, eta: 2 days, 23:14:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7102, loss_cls: 2.3752, loss: 2.3752, grad_norm: 3.8320 2020-08-05 05:50:05,325 - mmaction - INFO - Epoch [175][1220/3757] lr: 2.325e-02, eta: 2 days, 23:14:12, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7203, loss_cls: 2.3410, loss: 2.3410, grad_norm: 3.7742 2020-08-05 05:50:21,000 - mmaction - INFO - Epoch [175][1240/3757] lr: 2.325e-02, eta: 2 days, 23:13:54, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7164, loss_cls: 2.3532, loss: 2.3532, grad_norm: 3.7739 2020-08-05 05:50:36,787 - mmaction - INFO - Epoch [175][1260/3757] lr: 2.325e-02, eta: 2 days, 23:13:35, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6937, loss_cls: 2.4665, loss: 2.4665, grad_norm: 3.9163 2020-08-05 05:50:52,595 - mmaction - INFO - Epoch [175][1280/3757] lr: 2.325e-02, eta: 2 days, 23:13:17, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7086, loss_cls: 2.3332, loss: 2.3332, grad_norm: 3.8411 2020-08-05 05:51:08,260 - mmaction - INFO - Epoch [175][1300/3757] lr: 2.325e-02, eta: 2 days, 23:12:58, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7211, loss_cls: 2.3170, loss: 2.3170, grad_norm: 3.8328 2020-08-05 05:51:24,092 - mmaction - INFO - Epoch [175][1320/3757] lr: 2.325e-02, eta: 2 days, 23:12:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6969, loss_cls: 2.3571, loss: 2.3571, grad_norm: 3.9020 2020-08-05 05:51:39,828 - mmaction - INFO - Epoch [175][1340/3757] lr: 2.325e-02, eta: 2 days, 23:12:22, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.6945, loss_cls: 2.3579, loss: 2.3579, grad_norm: 3.7734 2020-08-05 05:51:55,762 - mmaction - INFO - Epoch [175][1360/3757] lr: 2.325e-02, eta: 2 days, 23:12:03, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7180, loss_cls: 2.3212, loss: 2.3212, grad_norm: 3.8410 2020-08-05 05:52:11,529 - mmaction - INFO - Epoch [175][1380/3757] lr: 2.325e-02, eta: 2 days, 23:11:45, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6813, loss_cls: 2.4599, loss: 2.4599, grad_norm: 3.8341 2020-08-05 05:52:27,284 - mmaction - INFO - Epoch [175][1400/3757] lr: 2.325e-02, eta: 2 days, 23:11:27, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6875, loss_cls: 2.4754, loss: 2.4754, grad_norm: 3.8036 2020-08-05 05:52:43,177 - mmaction - INFO - Epoch [175][1420/3757] lr: 2.325e-02, eta: 2 days, 23:11:09, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6852, loss_cls: 2.4689, loss: 2.4689, grad_norm: 3.8110 2020-08-05 05:52:59,043 - mmaction - INFO - Epoch [175][1440/3757] lr: 2.325e-02, eta: 2 days, 23:10:50, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6852, loss_cls: 2.4470, loss: 2.4470, grad_norm: 3.7578 2020-08-05 05:53:14,762 - mmaction - INFO - Epoch [175][1460/3757] lr: 2.325e-02, eta: 2 days, 23:10:32, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6797, loss_cls: 2.4828, loss: 2.4828, grad_norm: 3.7640 2020-08-05 05:53:30,540 - mmaction - INFO - Epoch [175][1480/3757] lr: 2.325e-02, eta: 2 days, 23:10:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7086, loss_cls: 2.3690, loss: 2.3690, grad_norm: 3.8699 2020-08-05 05:53:46,431 - mmaction - INFO - Epoch [175][1500/3757] lr: 2.325e-02, eta: 2 days, 23:09:55, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6820, loss_cls: 2.4646, loss: 2.4646, grad_norm: 3.9695 2020-08-05 05:54:02,166 - mmaction - INFO - Epoch [175][1520/3757] lr: 2.325e-02, eta: 2 days, 23:09:37, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7141, loss_cls: 2.3738, loss: 2.3738, grad_norm: 3.8522 2020-08-05 05:54:17,971 - mmaction - INFO - Epoch [175][1540/3757] lr: 2.325e-02, eta: 2 days, 23:09:19, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6977, loss_cls: 2.3962, loss: 2.3962, grad_norm: 3.8046 2020-08-05 05:54:33,814 - mmaction - INFO - Epoch [175][1560/3757] lr: 2.325e-02, eta: 2 days, 23:09:00, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.6867, loss_cls: 2.4189, loss: 2.4189, grad_norm: 3.9024 2020-08-05 05:54:49,468 - mmaction - INFO - Epoch [175][1580/3757] lr: 2.325e-02, eta: 2 days, 23:08:42, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6945, loss_cls: 2.3774, loss: 2.3774, grad_norm: 3.8288 2020-08-05 05:55:05,336 - mmaction - INFO - Epoch [175][1600/3757] lr: 2.325e-02, eta: 2 days, 23:08:24, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7102, loss_cls: 2.4233, loss: 2.4233, grad_norm: 3.7590 2020-08-05 05:55:21,037 - mmaction - INFO - Epoch [175][1620/3757] lr: 2.325e-02, eta: 2 days, 23:08:05, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7047, loss_cls: 2.3423, loss: 2.3423, grad_norm: 3.7774 2020-08-05 05:55:36,790 - mmaction - INFO - Epoch [175][1640/3757] lr: 2.325e-02, eta: 2 days, 23:07:47, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7117, loss_cls: 2.2963, loss: 2.2963, grad_norm: 3.8503 2020-08-05 05:55:52,594 - mmaction - INFO - Epoch [175][1660/3757] lr: 2.325e-02, eta: 2 days, 23:07:28, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.4152, loss: 2.4152, grad_norm: 3.8156 2020-08-05 05:56:08,404 - mmaction - INFO - Epoch [175][1680/3757] lr: 2.325e-02, eta: 2 days, 23:07:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6898, loss_cls: 2.4187, loss: 2.4187, grad_norm: 3.9133 2020-08-05 05:56:24,346 - mmaction - INFO - Epoch [175][1700/3757] lr: 2.325e-02, eta: 2 days, 23:06:52, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7016, loss_cls: 2.3952, loss: 2.3952, grad_norm: 3.9112 2020-08-05 05:56:40,086 - mmaction - INFO - Epoch [175][1720/3757] lr: 2.325e-02, eta: 2 days, 23:06:34, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7000, loss_cls: 2.3523, loss: 2.3523, grad_norm: 3.8614 2020-08-05 05:56:55,925 - mmaction - INFO - Epoch [175][1740/3757] lr: 2.325e-02, eta: 2 days, 23:06:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7281, loss_cls: 2.3203, loss: 2.3203, grad_norm: 3.7745 2020-08-05 05:57:11,682 - mmaction - INFO - Epoch [175][1760/3757] lr: 2.325e-02, eta: 2 days, 23:05:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6766, loss_cls: 2.5004, loss: 2.5004, grad_norm: 3.9767 2020-08-05 05:57:27,568 - mmaction - INFO - Epoch [175][1780/3757] lr: 2.325e-02, eta: 2 days, 23:05:39, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6953, loss_cls: 2.4010, loss: 2.4010, grad_norm: 3.8552 2020-08-05 05:57:43,358 - mmaction - INFO - Epoch [175][1800/3757] lr: 2.325e-02, eta: 2 days, 23:05:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7211, loss_cls: 2.2771, loss: 2.2771, grad_norm: 3.7752 2020-08-05 05:57:59,115 - mmaction - INFO - Epoch [175][1820/3757] lr: 2.325e-02, eta: 2 days, 23:05:02, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6953, loss_cls: 2.3733, loss: 2.3733, grad_norm: 3.8346 2020-08-05 05:58:14,922 - mmaction - INFO - Epoch [175][1840/3757] lr: 2.325e-02, eta: 2 days, 23:04:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6852, loss_cls: 2.4207, loss: 2.4207, grad_norm: 3.8615 2020-08-05 05:58:30,790 - mmaction - INFO - Epoch [175][1860/3757] lr: 2.325e-02, eta: 2 days, 23:04:26, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.7070, loss_cls: 2.4305, loss: 2.4305, grad_norm: 3.7993 2020-08-05 05:58:46,670 - mmaction - INFO - Epoch [175][1880/3757] lr: 2.325e-02, eta: 2 days, 23:04:08, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6813, loss_cls: 2.4066, loss: 2.4066, grad_norm: 3.6972 2020-08-05 05:59:02,436 - mmaction - INFO - Epoch [175][1900/3757] lr: 2.325e-02, eta: 2 days, 23:03:49, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6828, loss_cls: 2.4906, loss: 2.4906, grad_norm: 3.8433 2020-08-05 05:59:18,209 - mmaction - INFO - Epoch [175][1920/3757] lr: 2.325e-02, eta: 2 days, 23:03:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6961, loss_cls: 2.4718, loss: 2.4718, grad_norm: 3.8190 2020-08-05 05:59:34,083 - mmaction - INFO - Epoch [175][1940/3757] lr: 2.325e-02, eta: 2 days, 23:03:13, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7164, loss_cls: 2.3261, loss: 2.3261, grad_norm: 3.7752 2020-08-05 05:59:49,901 - mmaction - INFO - Epoch [175][1960/3757] lr: 2.325e-02, eta: 2 days, 23:02:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.3559, loss: 2.3559, grad_norm: 3.9291 2020-08-05 06:00:11,876 - mmaction - INFO - Epoch [175][1980/3757] lr: 2.325e-02, eta: 2 days, 23:02:46, time: 1.086, data_time: 0.012, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7086, loss_cls: 2.3286, loss: 2.3286, grad_norm: 3.9081 2020-08-05 06:00:27,707 - mmaction - INFO - Epoch [175][2000/3757] lr: 2.325e-02, eta: 2 days, 23:02:29, time: 0.804, data_time: 0.018, memory: 6192, top1_acc: 0.4453, top5_acc: 0.7063, loss_cls: 2.4214, loss: 2.4214, grad_norm: 3.7122 2020-08-05 06:00:43,461 - mmaction - INFO - Epoch [175][2020/3757] lr: 2.325e-02, eta: 2 days, 23:02:10, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7039, loss_cls: 2.4227, loss: 2.4227, grad_norm: 3.8357 2020-08-05 06:00:59,271 - mmaction - INFO - Epoch [175][2040/3757] lr: 2.325e-02, eta: 2 days, 23:01:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7180, loss_cls: 2.3359, loss: 2.3359, grad_norm: 3.9455 2020-08-05 06:01:15,061 - mmaction - INFO - Epoch [175][2060/3757] lr: 2.325e-02, eta: 2 days, 23:01:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7117, loss_cls: 2.3920, loss: 2.3920, grad_norm: 3.9645 2020-08-05 06:01:30,791 - mmaction - INFO - Epoch [175][2080/3757] lr: 2.325e-02, eta: 2 days, 23:01:15, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4672, top5_acc: 0.6984, loss_cls: 2.3630, loss: 2.3630, grad_norm: 3.8636 2020-08-05 06:01:46,623 - mmaction - INFO - Epoch [175][2100/3757] lr: 2.325e-02, eta: 2 days, 23:00:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.4940, loss: 2.4940, grad_norm: 3.8060 2020-08-05 06:02:02,530 - mmaction - INFO - Epoch [175][2120/3757] lr: 2.325e-02, eta: 2 days, 23:00:39, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7031, loss_cls: 2.3875, loss: 2.3875, grad_norm: 3.7310 2020-08-05 06:02:18,272 - mmaction - INFO - Epoch [175][2140/3757] lr: 2.325e-02, eta: 2 days, 23:00:20, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7063, loss_cls: 2.3436, loss: 2.3436, grad_norm: 3.8984 2020-08-05 06:02:33,976 - mmaction - INFO - Epoch [175][2160/3757] lr: 2.325e-02, eta: 2 days, 23:00:02, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7148, loss_cls: 2.3799, loss: 2.3799, grad_norm: 3.8227 2020-08-05 06:02:49,749 - mmaction - INFO - Epoch [175][2180/3757] lr: 2.325e-02, eta: 2 days, 22:59:44, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7141, loss_cls: 2.3556, loss: 2.3556, grad_norm: 3.7461 2020-08-05 06:03:05,536 - mmaction - INFO - Epoch [175][2200/3757] lr: 2.325e-02, eta: 2 days, 22:59:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6852, loss_cls: 2.4995, loss: 2.4995, grad_norm: 3.8807 2020-08-05 06:03:21,301 - mmaction - INFO - Epoch [175][2220/3757] lr: 2.325e-02, eta: 2 days, 22:59:07, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7141, loss_cls: 2.3190, loss: 2.3190, grad_norm: 3.7555 2020-08-05 06:03:37,114 - mmaction - INFO - Epoch [175][2240/3757] lr: 2.325e-02, eta: 2 days, 22:58:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6922, loss_cls: 2.4653, loss: 2.4653, grad_norm: 3.9233 2020-08-05 06:03:52,902 - mmaction - INFO - Epoch [175][2260/3757] lr: 2.325e-02, eta: 2 days, 22:58:30, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6891, loss_cls: 2.4468, loss: 2.4468, grad_norm: 3.8346 2020-08-05 06:04:08,741 - mmaction - INFO - Epoch [175][2280/3757] lr: 2.325e-02, eta: 2 days, 22:58:12, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7047, loss_cls: 2.3721, loss: 2.3721, grad_norm: 3.7594 2020-08-05 06:04:24,614 - mmaction - INFO - Epoch [175][2300/3757] lr: 2.325e-02, eta: 2 days, 22:57:54, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7047, loss_cls: 2.3730, loss: 2.3730, grad_norm: 3.7323 2020-08-05 06:04:40,438 - mmaction - INFO - Epoch [175][2320/3757] lr: 2.325e-02, eta: 2 days, 22:57:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6820, loss_cls: 2.4707, loss: 2.4707, grad_norm: 3.8446 2020-08-05 06:04:56,282 - mmaction - INFO - Epoch [175][2340/3757] lr: 2.325e-02, eta: 2 days, 22:57:17, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6961, loss_cls: 2.4857, loss: 2.4857, grad_norm: 3.8434 2020-08-05 06:05:12,002 - mmaction - INFO - Epoch [175][2360/3757] lr: 2.325e-02, eta: 2 days, 22:56:59, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7172, loss_cls: 2.3130, loss: 2.3130, grad_norm: 3.7188 2020-08-05 06:05:27,851 - mmaction - INFO - Epoch [175][2380/3757] lr: 2.325e-02, eta: 2 days, 22:56:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7008, loss_cls: 2.4035, loss: 2.4035, grad_norm: 3.7073 2020-08-05 06:05:43,616 - mmaction - INFO - Epoch [175][2400/3757] lr: 2.325e-02, eta: 2 days, 22:56:22, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.4734, top5_acc: 0.6937, loss_cls: 2.3664, loss: 2.3664, grad_norm: 3.6441 2020-08-05 06:05:59,361 - mmaction - INFO - Epoch [175][2420/3757] lr: 2.325e-02, eta: 2 days, 22:56:04, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4398, top5_acc: 0.7039, loss_cls: 2.3979, loss: 2.3979, grad_norm: 3.8040 2020-08-05 06:06:15,135 - mmaction - INFO - Epoch [175][2440/3757] lr: 2.325e-02, eta: 2 days, 22:55:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.6828, loss_cls: 2.4226, loss: 2.4226, grad_norm: 3.7923 2020-08-05 06:06:30,911 - mmaction - INFO - Epoch [175][2460/3757] lr: 2.325e-02, eta: 2 days, 22:55:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7125, loss_cls: 2.3109, loss: 2.3109, grad_norm: 3.8567 2020-08-05 06:06:46,715 - mmaction - INFO - Epoch [175][2480/3757] lr: 2.325e-02, eta: 2 days, 22:55:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7086, loss_cls: 2.3269, loss: 2.3269, grad_norm: 3.7970 2020-08-05 06:07:02,635 - mmaction - INFO - Epoch [175][2500/3757] lr: 2.325e-02, eta: 2 days, 22:54:51, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6789, loss_cls: 2.4657, loss: 2.4657, grad_norm: 3.8037 2020-08-05 06:07:18,353 - mmaction - INFO - Epoch [175][2520/3757] lr: 2.325e-02, eta: 2 days, 22:54:33, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7063, loss_cls: 2.3347, loss: 2.3347, grad_norm: 3.8590 2020-08-05 06:07:34,612 - mmaction - INFO - Epoch [175][2540/3757] lr: 2.325e-02, eta: 2 days, 22:54:15, time: 0.814, data_time: 0.024, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7031, loss_cls: 2.3356, loss: 2.3356, grad_norm: 3.8525 2020-08-05 06:07:50,598 - mmaction - INFO - Epoch [175][2560/3757] lr: 2.325e-02, eta: 2 days, 22:53:57, time: 0.799, data_time: 0.014, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6820, loss_cls: 2.4136, loss: 2.4136, grad_norm: 3.8827 2020-08-05 06:08:06,730 - mmaction - INFO - Epoch [175][2580/3757] lr: 2.325e-02, eta: 2 days, 22:53:39, time: 0.806, data_time: 0.020, memory: 6192, top1_acc: 0.4648, top5_acc: 0.6914, loss_cls: 2.4306, loss: 2.4306, grad_norm: 3.8112 2020-08-05 06:08:22,602 - mmaction - INFO - Epoch [175][2600/3757] lr: 2.325e-02, eta: 2 days, 22:53:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7031, loss_cls: 2.3934, loss: 2.3934, grad_norm: 3.8047 2020-08-05 06:08:38,433 - mmaction - INFO - Epoch [175][2620/3757] lr: 2.325e-02, eta: 2 days, 22:53:03, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7281, loss_cls: 2.3261, loss: 2.3261, grad_norm: 3.8226 2020-08-05 06:08:54,216 - mmaction - INFO - Epoch [175][2640/3757] lr: 2.325e-02, eta: 2 days, 22:52:45, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7195, loss_cls: 2.3306, loss: 2.3306, grad_norm: 3.7967 2020-08-05 06:09:10,012 - mmaction - INFO - Epoch [175][2660/3757] lr: 2.325e-02, eta: 2 days, 22:52:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7188, loss_cls: 2.3280, loss: 2.3280, grad_norm: 3.7901 2020-08-05 06:09:25,769 - mmaction - INFO - Epoch [175][2680/3757] lr: 2.325e-02, eta: 2 days, 22:52:08, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6859, loss_cls: 2.4967, loss: 2.4967, grad_norm: 3.9241 2020-08-05 06:09:41,489 - mmaction - INFO - Epoch [175][2700/3757] lr: 2.325e-02, eta: 2 days, 22:51:49, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6930, loss_cls: 2.4533, loss: 2.4533, grad_norm: 3.6972 2020-08-05 06:09:57,257 - mmaction - INFO - Epoch [175][2720/3757] lr: 2.325e-02, eta: 2 days, 22:51:31, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7234, loss_cls: 2.3629, loss: 2.3629, grad_norm: 3.8964 2020-08-05 06:10:13,054 - mmaction - INFO - Epoch [175][2740/3757] lr: 2.325e-02, eta: 2 days, 22:51:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.3331, loss: 2.3331, grad_norm: 3.8571 2020-08-05 06:10:28,841 - mmaction - INFO - Epoch [175][2760/3757] lr: 2.325e-02, eta: 2 days, 22:50:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7047, loss_cls: 2.3594, loss: 2.3594, grad_norm: 3.7612 2020-08-05 06:10:44,614 - mmaction - INFO - Epoch [175][2780/3757] lr: 2.325e-02, eta: 2 days, 22:50:36, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6914, loss_cls: 2.4684, loss: 2.4684, grad_norm: 3.8574 2020-08-05 06:11:00,440 - mmaction - INFO - Epoch [175][2800/3757] lr: 2.325e-02, eta: 2 days, 22:50:18, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6992, loss_cls: 2.4102, loss: 2.4102, grad_norm: 3.8842 2020-08-05 06:11:16,214 - mmaction - INFO - Epoch [175][2820/3757] lr: 2.325e-02, eta: 2 days, 22:50:00, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.6937, loss_cls: 2.3691, loss: 2.3691, grad_norm: 3.8007 2020-08-05 06:11:32,065 - mmaction - INFO - Epoch [175][2840/3757] lr: 2.325e-02, eta: 2 days, 22:49:41, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6906, loss_cls: 2.4001, loss: 2.4001, grad_norm: 3.7210 2020-08-05 06:11:47,904 - mmaction - INFO - Epoch [175][2860/3757] lr: 2.325e-02, eta: 2 days, 22:49:23, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7016, loss_cls: 2.3950, loss: 2.3950, grad_norm: 3.8118 2020-08-05 06:12:03,804 - mmaction - INFO - Epoch [175][2880/3757] lr: 2.325e-02, eta: 2 days, 22:49:05, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6930, loss_cls: 2.4321, loss: 2.4321, grad_norm: 3.8177 2020-08-05 06:12:19,580 - mmaction - INFO - Epoch [175][2900/3757] lr: 2.325e-02, eta: 2 days, 22:48:47, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6930, loss_cls: 2.4337, loss: 2.4337, grad_norm: 3.7687 2020-08-05 06:12:35,383 - mmaction - INFO - Epoch [175][2920/3757] lr: 2.325e-02, eta: 2 days, 22:48:29, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7047, loss_cls: 2.3911, loss: 2.3911, grad_norm: 3.8689 2020-08-05 06:12:51,169 - mmaction - INFO - Epoch [175][2940/3757] lr: 2.325e-02, eta: 2 days, 22:48:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6883, loss_cls: 2.4634, loss: 2.4634, grad_norm: 3.8439 2020-08-05 06:13:06,861 - mmaction - INFO - Epoch [175][2960/3757] lr: 2.325e-02, eta: 2 days, 22:47:52, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7047, loss_cls: 2.3630, loss: 2.3630, grad_norm: 3.7568 2020-08-05 06:13:22,711 - mmaction - INFO - Epoch [175][2980/3757] lr: 2.325e-02, eta: 2 days, 22:47:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6883, loss_cls: 2.4317, loss: 2.4317, grad_norm: 3.8151 2020-08-05 06:13:38,494 - mmaction - INFO - Epoch [175][3000/3757] lr: 2.325e-02, eta: 2 days, 22:47:15, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4477, top5_acc: 0.7102, loss_cls: 2.3775, loss: 2.3775, grad_norm: 3.8506 2020-08-05 06:13:54,263 - mmaction - INFO - Epoch [175][3020/3757] lr: 2.325e-02, eta: 2 days, 22:46:57, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.3658, loss: 2.3658, grad_norm: 3.7873 2020-08-05 06:14:10,082 - mmaction - INFO - Epoch [175][3040/3757] lr: 2.325e-02, eta: 2 days, 22:46:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6820, loss_cls: 2.4513, loss: 2.4513, grad_norm: 3.7233 2020-08-05 06:14:25,890 - mmaction - INFO - Epoch [175][3060/3757] lr: 2.325e-02, eta: 2 days, 22:46:20, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4477, top5_acc: 0.7070, loss_cls: 2.3868, loss: 2.3868, grad_norm: 3.8309 2020-08-05 06:14:41,652 - mmaction - INFO - Epoch [175][3080/3757] lr: 2.325e-02, eta: 2 days, 22:46:02, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7031, loss_cls: 2.3661, loss: 2.3661, grad_norm: 3.8267 2020-08-05 06:14:57,444 - mmaction - INFO - Epoch [175][3100/3757] lr: 2.325e-02, eta: 2 days, 22:45:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7133, loss_cls: 2.3757, loss: 2.3757, grad_norm: 3.7642 2020-08-05 06:15:13,298 - mmaction - INFO - Epoch [175][3120/3757] lr: 2.325e-02, eta: 2 days, 22:45:26, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6828, loss_cls: 2.4775, loss: 2.4775, grad_norm: 3.8425 2020-08-05 06:15:28,990 - mmaction - INFO - Epoch [175][3140/3757] lr: 2.325e-02, eta: 2 days, 22:45:07, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7141, loss_cls: 2.3376, loss: 2.3376, grad_norm: 3.8804 2020-08-05 06:15:44,792 - mmaction - INFO - Epoch [175][3160/3757] lr: 2.325e-02, eta: 2 days, 22:44:49, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6945, loss_cls: 2.4647, loss: 2.4647, grad_norm: 3.7885 2020-08-05 06:16:00,548 - mmaction - INFO - Epoch [175][3180/3757] lr: 2.325e-02, eta: 2 days, 22:44:31, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.6930, loss_cls: 2.3361, loss: 2.3361, grad_norm: 3.7393 2020-08-05 06:16:16,374 - mmaction - INFO - Epoch [175][3200/3757] lr: 2.325e-02, eta: 2 days, 22:44:12, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6898, loss_cls: 2.4082, loss: 2.4082, grad_norm: 3.7984 2020-08-05 06:16:32,495 - mmaction - INFO - Epoch [175][3220/3757] lr: 2.325e-02, eta: 2 days, 22:43:55, time: 0.806, data_time: 0.021, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6984, loss_cls: 2.3902, loss: 2.3902, grad_norm: 3.8207 2020-08-05 06:16:48,319 - mmaction - INFO - Epoch [175][3240/3757] lr: 2.325e-02, eta: 2 days, 22:43:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7031, loss_cls: 2.3449, loss: 2.3449, grad_norm: 3.9008 2020-08-05 06:17:04,221 - mmaction - INFO - Epoch [175][3260/3757] lr: 2.325e-02, eta: 2 days, 22:43:18, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7047, loss_cls: 2.4031, loss: 2.4031, grad_norm: 3.9640 2020-08-05 06:17:19,900 - mmaction - INFO - Epoch [175][3280/3757] lr: 2.325e-02, eta: 2 days, 22:43:00, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4477, top5_acc: 0.7000, loss_cls: 2.4318, loss: 2.4318, grad_norm: 3.8736 2020-08-05 06:17:35,727 - mmaction - INFO - Epoch [175][3300/3757] lr: 2.325e-02, eta: 2 days, 22:42:42, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7289, loss_cls: 2.3101, loss: 2.3101, grad_norm: 3.7820 2020-08-05 06:17:51,616 - mmaction - INFO - Epoch [175][3320/3757] lr: 2.325e-02, eta: 2 days, 22:42:23, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6836, loss_cls: 2.4136, loss: 2.4136, grad_norm: 3.8300 2020-08-05 06:18:07,428 - mmaction - INFO - Epoch [175][3340/3757] lr: 2.325e-02, eta: 2 days, 22:42:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6922, loss_cls: 2.4359, loss: 2.4359, grad_norm: 3.8233 2020-08-05 06:18:23,244 - mmaction - INFO - Epoch [175][3360/3757] lr: 2.325e-02, eta: 2 days, 22:41:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6867, loss_cls: 2.4333, loss: 2.4333, grad_norm: 3.8838 2020-08-05 06:18:39,071 - mmaction - INFO - Epoch [175][3380/3757] lr: 2.325e-02, eta: 2 days, 22:41:29, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6969, loss_cls: 2.4054, loss: 2.4054, grad_norm: 3.8325 2020-08-05 06:18:54,929 - mmaction - INFO - Epoch [175][3400/3757] lr: 2.325e-02, eta: 2 days, 22:41:11, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.4030, loss: 2.4030, grad_norm: 3.8310 2020-08-05 06:19:10,617 - mmaction - INFO - Epoch [175][3420/3757] lr: 2.325e-02, eta: 2 days, 22:40:52, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6922, loss_cls: 2.4176, loss: 2.4176, grad_norm: 3.8408 2020-08-05 06:19:26,423 - mmaction - INFO - Epoch [175][3440/3757] lr: 2.325e-02, eta: 2 days, 22:40:34, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6922, loss_cls: 2.4330, loss: 2.4330, grad_norm: 3.8539 2020-08-05 06:19:42,170 - mmaction - INFO - Epoch [175][3460/3757] lr: 2.325e-02, eta: 2 days, 22:40:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6883, loss_cls: 2.4684, loss: 2.4684, grad_norm: 3.8754 2020-08-05 06:19:57,978 - mmaction - INFO - Epoch [175][3480/3757] lr: 2.325e-02, eta: 2 days, 22:39:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6781, loss_cls: 2.4952, loss: 2.4952, grad_norm: 3.8830 2020-08-05 06:20:13,739 - mmaction - INFO - Epoch [175][3500/3757] lr: 2.325e-02, eta: 2 days, 22:39:39, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.7156, loss_cls: 2.4272, loss: 2.4272, grad_norm: 3.8752 2020-08-05 06:20:29,546 - mmaction - INFO - Epoch [175][3520/3757] lr: 2.325e-02, eta: 2 days, 22:39:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7164, loss_cls: 2.3441, loss: 2.3441, grad_norm: 3.8389 2020-08-05 06:20:45,496 - mmaction - INFO - Epoch [175][3540/3757] lr: 2.325e-02, eta: 2 days, 22:39:03, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.4564, loss: 2.4564, grad_norm: 3.8608 2020-08-05 06:21:01,172 - mmaction - INFO - Epoch [175][3560/3757] lr: 2.325e-02, eta: 2 days, 22:38:44, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7125, loss_cls: 2.3030, loss: 2.3030, grad_norm: 3.7019 2020-08-05 06:21:17,059 - mmaction - INFO - Epoch [175][3580/3757] lr: 2.325e-02, eta: 2 days, 22:38:26, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.7016, loss_cls: 2.4668, loss: 2.4668, grad_norm: 3.8017 2020-08-05 06:21:32,912 - mmaction - INFO - Epoch [175][3600/3757] lr: 2.325e-02, eta: 2 days, 22:38:08, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6953, loss_cls: 2.4468, loss: 2.4468, grad_norm: 3.7174 2020-08-05 06:21:48,707 - mmaction - INFO - Epoch [175][3620/3757] lr: 2.325e-02, eta: 2 days, 22:37:50, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6711, loss_cls: 2.5126, loss: 2.5126, grad_norm: 3.8175 2020-08-05 06:22:04,549 - mmaction - INFO - Epoch [175][3640/3757] lr: 2.325e-02, eta: 2 days, 22:37:31, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4406, top5_acc: 0.7125, loss_cls: 2.4296, loss: 2.4296, grad_norm: 3.8716 2020-08-05 06:22:20,383 - mmaction - INFO - Epoch [175][3660/3757] lr: 2.325e-02, eta: 2 days, 22:37:13, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.4456, loss: 2.4456, grad_norm: 3.9879 2020-08-05 06:22:36,124 - mmaction - INFO - Epoch [175][3680/3757] lr: 2.325e-02, eta: 2 days, 22:36:55, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6859, loss_cls: 2.4853, loss: 2.4853, grad_norm: 3.9542 2020-08-05 06:22:51,933 - mmaction - INFO - Epoch [175][3700/3757] lr: 2.325e-02, eta: 2 days, 22:36:37, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7078, loss_cls: 2.4212, loss: 2.4212, grad_norm: 3.7722 2020-08-05 06:23:07,680 - mmaction - INFO - Epoch [175][3720/3757] lr: 2.325e-02, eta: 2 days, 22:36:18, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4648, top5_acc: 0.6945, loss_cls: 2.3900, loss: 2.3900, grad_norm: 3.8452 2020-08-05 06:23:23,391 - mmaction - INFO - Epoch [175][3740/3757] lr: 2.325e-02, eta: 2 days, 22:36:00, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6883, loss_cls: 2.4589, loss: 2.4589, grad_norm: 3.9407 2020-08-05 06:27:47,535 - mmaction - INFO - Epoch [176][20/3757] lr: 2.273e-02, eta: 2 days, 22:41:01, time: 11.184, data_time: 10.221, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7242, loss_cls: 2.3191, loss: 2.3191, grad_norm: 3.8657 2020-08-05 06:28:03,266 - mmaction - INFO - Epoch [176][40/3757] lr: 2.273e-02, eta: 2 days, 22:40:43, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6984, loss_cls: 2.3765, loss: 2.3765, grad_norm: 3.8021 2020-08-05 06:28:19,168 - mmaction - INFO - Epoch [176][60/3757] lr: 2.273e-02, eta: 2 days, 22:40:25, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7070, loss_cls: 2.3445, loss: 2.3445, grad_norm: 3.8243 2020-08-05 06:28:35,022 - mmaction - INFO - Epoch [176][80/3757] lr: 2.273e-02, eta: 2 days, 22:40:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6992, loss_cls: 2.4367, loss: 2.4367, grad_norm: 3.9634 2020-08-05 06:28:50,872 - mmaction - INFO - Epoch [176][100/3757] lr: 2.273e-02, eta: 2 days, 22:39:48, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6992, loss_cls: 2.3611, loss: 2.3611, grad_norm: 3.9915 2020-08-05 06:29:06,689 - mmaction - INFO - Epoch [176][120/3757] lr: 2.273e-02, eta: 2 days, 22:39:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7164, loss_cls: 2.2946, loss: 2.2946, grad_norm: 3.8297 2020-08-05 06:29:22,595 - mmaction - INFO - Epoch [176][140/3757] lr: 2.273e-02, eta: 2 days, 22:39:12, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7070, loss_cls: 2.3645, loss: 2.3645, grad_norm: 3.8639 2020-08-05 06:29:38,379 - mmaction - INFO - Epoch [176][160/3757] lr: 2.273e-02, eta: 2 days, 22:38:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6937, loss_cls: 2.4383, loss: 2.4383, grad_norm: 3.8202 2020-08-05 06:29:54,230 - mmaction - INFO - Epoch [176][180/3757] lr: 2.273e-02, eta: 2 days, 22:38:35, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7117, loss_cls: 2.3321, loss: 2.3321, grad_norm: 3.8176 2020-08-05 06:30:10,080 - mmaction - INFO - Epoch [176][200/3757] lr: 2.273e-02, eta: 2 days, 22:38:17, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.3800, loss: 2.3800, grad_norm: 4.0423 2020-08-05 06:30:25,841 - mmaction - INFO - Epoch [176][220/3757] lr: 2.273e-02, eta: 2 days, 22:37:59, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.3302, loss: 2.3302, grad_norm: 3.8036 2020-08-05 06:30:42,718 - mmaction - INFO - Epoch [176][240/3757] lr: 2.273e-02, eta: 2 days, 22:37:42, time: 0.844, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6922, loss_cls: 2.4300, loss: 2.4300, grad_norm: 3.8793 2020-08-05 06:30:59,272 - mmaction - INFO - Epoch [176][260/3757] lr: 2.273e-02, eta: 2 days, 22:37:25, time: 0.829, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6930, loss_cls: 2.4145, loss: 2.4145, grad_norm: 3.8751 2020-08-05 06:31:15,957 - mmaction - INFO - Epoch [176][280/3757] lr: 2.273e-02, eta: 2 days, 22:37:08, time: 0.834, data_time: 0.049, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7094, loss_cls: 2.3487, loss: 2.3487, grad_norm: 3.8112 2020-08-05 06:31:32,054 - mmaction - INFO - Epoch [176][300/3757] lr: 2.273e-02, eta: 2 days, 22:36:50, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7078, loss_cls: 2.3367, loss: 2.3367, grad_norm: 3.7864 2020-08-05 06:31:47,807 - mmaction - INFO - Epoch [176][320/3757] lr: 2.273e-02, eta: 2 days, 22:36:32, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7055, loss_cls: 2.3436, loss: 2.3436, grad_norm: 3.9552 2020-08-05 06:32:03,981 - mmaction - INFO - Epoch [176][340/3757] lr: 2.273e-02, eta: 2 days, 22:36:14, time: 0.809, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7023, loss_cls: 2.4130, loss: 2.4130, grad_norm: 3.8456 2020-08-05 06:32:19,797 - mmaction - INFO - Epoch [176][360/3757] lr: 2.273e-02, eta: 2 days, 22:35:56, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6836, loss_cls: 2.4530, loss: 2.4530, grad_norm: 3.8281 2020-08-05 06:32:35,711 - mmaction - INFO - Epoch [176][380/3757] lr: 2.273e-02, eta: 2 days, 22:35:38, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7258, loss_cls: 2.2611, loss: 2.2611, grad_norm: 3.7191 2020-08-05 06:32:51,524 - mmaction - INFO - Epoch [176][400/3757] lr: 2.273e-02, eta: 2 days, 22:35:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7219, loss_cls: 2.2459, loss: 2.2459, grad_norm: 3.8297 2020-08-05 06:33:07,347 - mmaction - INFO - Epoch [176][420/3757] lr: 2.273e-02, eta: 2 days, 22:35:01, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7008, loss_cls: 2.3532, loss: 2.3532, grad_norm: 3.7424 2020-08-05 06:33:23,184 - mmaction - INFO - Epoch [176][440/3757] lr: 2.273e-02, eta: 2 days, 22:34:43, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7078, loss_cls: 2.3707, loss: 2.3707, grad_norm: 3.9194 2020-08-05 06:33:38,964 - mmaction - INFO - Epoch [176][460/3757] lr: 2.273e-02, eta: 2 days, 22:34:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7070, loss_cls: 2.3760, loss: 2.3760, grad_norm: 3.8135 2020-08-05 06:33:54,773 - mmaction - INFO - Epoch [176][480/3757] lr: 2.273e-02, eta: 2 days, 22:34:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7242, loss_cls: 2.2636, loss: 2.2636, grad_norm: 3.7777 2020-08-05 06:34:10,618 - mmaction - INFO - Epoch [176][500/3757] lr: 2.273e-02, eta: 2 days, 22:33:48, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.3683, loss: 2.3683, grad_norm: 3.9220 2020-08-05 06:34:26,415 - mmaction - INFO - Epoch [176][520/3757] lr: 2.273e-02, eta: 2 days, 22:33:30, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7172, loss_cls: 2.3393, loss: 2.3393, grad_norm: 3.8511 2020-08-05 06:34:42,224 - mmaction - INFO - Epoch [176][540/3757] lr: 2.273e-02, eta: 2 days, 22:33:12, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7195, loss_cls: 2.3012, loss: 2.3012, grad_norm: 3.8902 2020-08-05 06:34:58,103 - mmaction - INFO - Epoch [176][560/3757] lr: 2.273e-02, eta: 2 days, 22:32:54, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7047, loss_cls: 2.3592, loss: 2.3592, grad_norm: 3.9359 2020-08-05 06:35:14,012 - mmaction - INFO - Epoch [176][580/3757] lr: 2.273e-02, eta: 2 days, 22:32:35, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7016, loss_cls: 2.3813, loss: 2.3813, grad_norm: 3.8488 2020-08-05 06:35:29,787 - mmaction - INFO - Epoch [176][600/3757] lr: 2.273e-02, eta: 2 days, 22:32:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7078, loss_cls: 2.4045, loss: 2.4045, grad_norm: 3.8794 2020-08-05 06:35:45,557 - mmaction - INFO - Epoch [176][620/3757] lr: 2.273e-02, eta: 2 days, 22:31:59, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6727, loss_cls: 2.4274, loss: 2.4274, grad_norm: 3.9653 2020-08-05 06:36:01,317 - mmaction - INFO - Epoch [176][640/3757] lr: 2.273e-02, eta: 2 days, 22:31:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7164, loss_cls: 2.3457, loss: 2.3457, grad_norm: 3.9252 2020-08-05 06:36:17,136 - mmaction - INFO - Epoch [176][660/3757] lr: 2.273e-02, eta: 2 days, 22:31:22, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6797, loss_cls: 2.5346, loss: 2.5346, grad_norm: 3.8894 2020-08-05 06:36:32,900 - mmaction - INFO - Epoch [176][680/3757] lr: 2.273e-02, eta: 2 days, 22:31:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.6961, loss_cls: 2.3787, loss: 2.3787, grad_norm: 3.7727 2020-08-05 06:36:48,688 - mmaction - INFO - Epoch [176][700/3757] lr: 2.273e-02, eta: 2 days, 22:30:45, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7234, loss_cls: 2.2884, loss: 2.2884, grad_norm: 3.7639 2020-08-05 06:37:04,451 - mmaction - INFO - Epoch [176][720/3757] lr: 2.273e-02, eta: 2 days, 22:30:27, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7008, loss_cls: 2.3875, loss: 2.3875, grad_norm: 3.8728 2020-08-05 06:37:20,256 - mmaction - INFO - Epoch [176][740/3757] lr: 2.273e-02, eta: 2 days, 22:30:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7039, loss_cls: 2.2847, loss: 2.2847, grad_norm: 3.8424 2020-08-05 06:37:36,044 - mmaction - INFO - Epoch [176][760/3757] lr: 2.273e-02, eta: 2 days, 22:29:50, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7195, loss_cls: 2.2601, loss: 2.2601, grad_norm: 3.7869 2020-08-05 06:37:51,824 - mmaction - INFO - Epoch [176][780/3757] lr: 2.273e-02, eta: 2 days, 22:29:32, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.6977, loss_cls: 2.4156, loss: 2.4156, grad_norm: 4.0123 2020-08-05 06:38:07,654 - mmaction - INFO - Epoch [176][800/3757] lr: 2.273e-02, eta: 2 days, 22:29:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7242, loss_cls: 2.2722, loss: 2.2722, grad_norm: 3.7341 2020-08-05 06:38:23,481 - mmaction - INFO - Epoch [176][820/3757] lr: 2.273e-02, eta: 2 days, 22:28:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.6789, loss_cls: 2.4467, loss: 2.4467, grad_norm: 3.9059 2020-08-05 06:38:39,216 - mmaction - INFO - Epoch [176][840/3757] lr: 2.273e-02, eta: 2 days, 22:28:37, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7195, loss_cls: 2.3050, loss: 2.3050, grad_norm: 3.7669 2020-08-05 06:38:55,078 - mmaction - INFO - Epoch [176][860/3757] lr: 2.273e-02, eta: 2 days, 22:28:19, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.3304, loss: 2.3304, grad_norm: 3.8437 2020-08-05 06:39:10,879 - mmaction - INFO - Epoch [176][880/3757] lr: 2.273e-02, eta: 2 days, 22:28:01, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6914, loss_cls: 2.4475, loss: 2.4475, grad_norm: 3.8757 2020-08-05 06:39:26,694 - mmaction - INFO - Epoch [176][900/3757] lr: 2.273e-02, eta: 2 days, 22:27:42, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4672, top5_acc: 0.6977, loss_cls: 2.3258, loss: 2.3258, grad_norm: 3.8533 2020-08-05 06:39:42,493 - mmaction - INFO - Epoch [176][920/3757] lr: 2.273e-02, eta: 2 days, 22:27:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6961, loss_cls: 2.4140, loss: 2.4140, grad_norm: 3.8512 2020-08-05 06:39:58,296 - mmaction - INFO - Epoch [176][940/3757] lr: 2.273e-02, eta: 2 days, 22:27:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7141, loss_cls: 2.3178, loss: 2.3178, grad_norm: 3.8685 2020-08-05 06:40:14,059 - mmaction - INFO - Epoch [176][960/3757] lr: 2.273e-02, eta: 2 days, 22:26:48, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7078, loss_cls: 2.3169, loss: 2.3169, grad_norm: 3.7981 2020-08-05 06:40:29,871 - mmaction - INFO - Epoch [176][980/3757] lr: 2.273e-02, eta: 2 days, 22:26:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7023, loss_cls: 2.3410, loss: 2.3410, grad_norm: 3.8893 2020-08-05 06:40:45,686 - mmaction - INFO - Epoch [176][1000/3757] lr: 2.273e-02, eta: 2 days, 22:26:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7203, loss_cls: 2.3512, loss: 2.3512, grad_norm: 3.8175 2020-08-05 06:41:01,446 - mmaction - INFO - Epoch [176][1020/3757] lr: 2.273e-02, eta: 2 days, 22:25:53, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7109, loss_cls: 2.2721, loss: 2.2721, grad_norm: 3.8321 2020-08-05 06:41:17,307 - mmaction - INFO - Epoch [176][1040/3757] lr: 2.273e-02, eta: 2 days, 22:25:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6906, loss_cls: 2.4808, loss: 2.4808, grad_norm: 3.9559 2020-08-05 06:41:33,138 - mmaction - INFO - Epoch [176][1060/3757] lr: 2.273e-02, eta: 2 days, 22:25:16, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7133, loss_cls: 2.3695, loss: 2.3695, grad_norm: 3.9473 2020-08-05 06:41:48,897 - mmaction - INFO - Epoch [176][1080/3757] lr: 2.273e-02, eta: 2 days, 22:24:58, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7172, loss_cls: 2.3759, loss: 2.3759, grad_norm: 3.8907 2020-08-05 06:42:04,656 - mmaction - INFO - Epoch [176][1100/3757] lr: 2.273e-02, eta: 2 days, 22:24:39, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7094, loss_cls: 2.3714, loss: 2.3714, grad_norm: 3.8842 2020-08-05 06:42:20,417 - mmaction - INFO - Epoch [176][1120/3757] lr: 2.273e-02, eta: 2 days, 22:24:21, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7047, loss_cls: 2.3204, loss: 2.3204, grad_norm: 3.7661 2020-08-05 06:42:36,214 - mmaction - INFO - Epoch [176][1140/3757] lr: 2.273e-02, eta: 2 days, 22:24:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6813, loss_cls: 2.4687, loss: 2.4687, grad_norm: 3.8760 2020-08-05 06:42:52,094 - mmaction - INFO - Epoch [176][1160/3757] lr: 2.273e-02, eta: 2 days, 22:23:45, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6891, loss_cls: 2.4482, loss: 2.4482, grad_norm: 3.9877 2020-08-05 06:43:07,785 - mmaction - INFO - Epoch [176][1180/3757] lr: 2.273e-02, eta: 2 days, 22:23:26, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6969, loss_cls: 2.4322, loss: 2.4322, grad_norm: 3.9039 2020-08-05 06:43:23,633 - mmaction - INFO - Epoch [176][1200/3757] lr: 2.273e-02, eta: 2 days, 22:23:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7023, loss_cls: 2.3128, loss: 2.3128, grad_norm: 3.7784 2020-08-05 06:43:39,533 - mmaction - INFO - Epoch [176][1220/3757] lr: 2.273e-02, eta: 2 days, 22:22:50, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6883, loss_cls: 2.4792, loss: 2.4792, grad_norm: 4.0327 2020-08-05 06:43:55,304 - mmaction - INFO - Epoch [176][1240/3757] lr: 2.273e-02, eta: 2 days, 22:22:32, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7117, loss_cls: 2.3526, loss: 2.3526, grad_norm: 3.9027 2020-08-05 06:44:11,180 - mmaction - INFO - Epoch [176][1260/3757] lr: 2.273e-02, eta: 2 days, 22:22:13, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4477, top5_acc: 0.7023, loss_cls: 2.4014, loss: 2.4014, grad_norm: 3.8700 2020-08-05 06:44:27,064 - mmaction - INFO - Epoch [176][1280/3757] lr: 2.273e-02, eta: 2 days, 22:21:55, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6969, loss_cls: 2.4221, loss: 2.4221, grad_norm: 3.9366 2020-08-05 06:44:42,803 - mmaction - INFO - Epoch [176][1300/3757] lr: 2.273e-02, eta: 2 days, 22:21:37, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6898, loss_cls: 2.4998, loss: 2.4998, grad_norm: 3.9449 2020-08-05 06:44:58,657 - mmaction - INFO - Epoch [176][1320/3757] lr: 2.273e-02, eta: 2 days, 22:21:19, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.6914, loss_cls: 2.4045, loss: 2.4045, grad_norm: 3.7741 2020-08-05 06:45:14,409 - mmaction - INFO - Epoch [176][1340/3757] lr: 2.273e-02, eta: 2 days, 22:21:00, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7406, loss_cls: 2.2002, loss: 2.2002, grad_norm: 3.7468 2020-08-05 06:45:30,140 - mmaction - INFO - Epoch [176][1360/3757] lr: 2.273e-02, eta: 2 days, 22:20:42, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4320, top5_acc: 0.6711, loss_cls: 2.5475, loss: 2.5475, grad_norm: 3.8600 2020-08-05 06:45:45,963 - mmaction - INFO - Epoch [176][1380/3757] lr: 2.273e-02, eta: 2 days, 22:20:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7063, loss_cls: 2.3432, loss: 2.3432, grad_norm: 3.7884 2020-08-05 06:46:01,751 - mmaction - INFO - Epoch [176][1400/3757] lr: 2.273e-02, eta: 2 days, 22:20:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7078, loss_cls: 2.4508, loss: 2.4508, grad_norm: 3.9489 2020-08-05 06:46:17,507 - mmaction - INFO - Epoch [176][1420/3757] lr: 2.273e-02, eta: 2 days, 22:19:47, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6930, loss_cls: 2.4126, loss: 2.4126, grad_norm: 3.7162 2020-08-05 06:46:33,273 - mmaction - INFO - Epoch [176][1440/3757] lr: 2.273e-02, eta: 2 days, 22:19:29, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7063, loss_cls: 2.3426, loss: 2.3426, grad_norm: 3.8725 2020-08-05 06:46:49,087 - mmaction - INFO - Epoch [176][1460/3757] lr: 2.273e-02, eta: 2 days, 22:19:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4297, top5_acc: 0.7023, loss_cls: 2.4370, loss: 2.4370, grad_norm: 3.9420 2020-08-05 06:47:04,899 - mmaction - INFO - Epoch [176][1480/3757] lr: 2.273e-02, eta: 2 days, 22:18:52, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.7031, loss_cls: 2.3828, loss: 2.3828, grad_norm: 3.8049 2020-08-05 06:47:20,768 - mmaction - INFO - Epoch [176][1500/3757] lr: 2.273e-02, eta: 2 days, 22:18:34, time: 0.793, data_time: 0.009, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7164, loss_cls: 2.3078, loss: 2.3078, grad_norm: 3.7674 2020-08-05 06:47:36,563 - mmaction - INFO - Epoch [176][1520/3757] lr: 2.273e-02, eta: 2 days, 22:18:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6961, loss_cls: 2.3923, loss: 2.3923, grad_norm: 3.9339 2020-08-05 06:47:52,436 - mmaction - INFO - Epoch [176][1540/3757] lr: 2.273e-02, eta: 2 days, 22:17:58, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.7008, loss_cls: 2.4241, loss: 2.4241, grad_norm: 3.8700 2020-08-05 06:48:08,256 - mmaction - INFO - Epoch [176][1560/3757] lr: 2.273e-02, eta: 2 days, 22:17:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7070, loss_cls: 2.3205, loss: 2.3205, grad_norm: 3.8899 2020-08-05 06:48:24,033 - mmaction - INFO - Epoch [176][1580/3757] lr: 2.273e-02, eta: 2 days, 22:17:21, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7180, loss_cls: 2.3478, loss: 2.3478, grad_norm: 3.7937 2020-08-05 06:48:39,834 - mmaction - INFO - Epoch [176][1600/3757] lr: 2.273e-02, eta: 2 days, 22:17:03, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7305, loss_cls: 2.2565, loss: 2.2565, grad_norm: 3.8195 2020-08-05 06:48:55,954 - mmaction - INFO - Epoch [176][1620/3757] lr: 2.273e-02, eta: 2 days, 22:16:45, time: 0.807, data_time: 0.013, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7078, loss_cls: 2.3596, loss: 2.3596, grad_norm: 3.9647 2020-08-05 06:49:11,599 - mmaction - INFO - Epoch [176][1640/3757] lr: 2.273e-02, eta: 2 days, 22:16:26, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6930, loss_cls: 2.4494, loss: 2.4494, grad_norm: 3.9425 2020-08-05 06:49:27,358 - mmaction - INFO - Epoch [176][1660/3757] lr: 2.273e-02, eta: 2 days, 22:16:08, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6937, loss_cls: 2.4041, loss: 2.4041, grad_norm: 3.8843 2020-08-05 06:49:43,173 - mmaction - INFO - Epoch [176][1680/3757] lr: 2.273e-02, eta: 2 days, 22:15:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4352, top5_acc: 0.6719, loss_cls: 2.4775, loss: 2.4775, grad_norm: 3.9192 2020-08-05 06:49:58,934 - mmaction - INFO - Epoch [176][1700/3757] lr: 2.273e-02, eta: 2 days, 22:15:32, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7148, loss_cls: 2.3074, loss: 2.3074, grad_norm: 3.7649 2020-08-05 06:50:14,722 - mmaction - INFO - Epoch [176][1720/3757] lr: 2.273e-02, eta: 2 days, 22:15:13, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7055, loss_cls: 2.3605, loss: 2.3605, grad_norm: 3.8620 2020-08-05 06:50:30,485 - mmaction - INFO - Epoch [176][1740/3757] lr: 2.273e-02, eta: 2 days, 22:14:55, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7125, loss_cls: 2.3407, loss: 2.3407, grad_norm: 3.7793 2020-08-05 06:50:46,279 - mmaction - INFO - Epoch [176][1760/3757] lr: 2.273e-02, eta: 2 days, 22:14:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7203, loss_cls: 2.2977, loss: 2.2977, grad_norm: 3.8089 2020-08-05 06:51:02,044 - mmaction - INFO - Epoch [176][1780/3757] lr: 2.273e-02, eta: 2 days, 22:14:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7125, loss_cls: 2.3148, loss: 2.3148, grad_norm: 3.8206 2020-08-05 06:51:17,777 - mmaction - INFO - Epoch [176][1800/3757] lr: 2.273e-02, eta: 2 days, 22:14:00, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7078, loss_cls: 2.3937, loss: 2.3937, grad_norm: 3.9201 2020-08-05 06:51:33,571 - mmaction - INFO - Epoch [176][1820/3757] lr: 2.273e-02, eta: 2 days, 22:13:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7039, loss_cls: 2.4279, loss: 2.4279, grad_norm: 3.9011 2020-08-05 06:51:49,319 - mmaction - INFO - Epoch [176][1840/3757] lr: 2.273e-02, eta: 2 days, 22:13:23, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7094, loss_cls: 2.3351, loss: 2.3351, grad_norm: 3.7925 2020-08-05 06:52:05,141 - mmaction - INFO - Epoch [176][1860/3757] lr: 2.273e-02, eta: 2 days, 22:13:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7031, loss_cls: 2.4104, loss: 2.4104, grad_norm: 3.9340 2020-08-05 06:52:20,966 - mmaction - INFO - Epoch [176][1880/3757] lr: 2.273e-02, eta: 2 days, 22:12:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7141, loss_cls: 2.3565, loss: 2.3565, grad_norm: 3.9271 2020-08-05 06:52:36,729 - mmaction - INFO - Epoch [176][1900/3757] lr: 2.273e-02, eta: 2 days, 22:12:28, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.6844, loss_cls: 2.4009, loss: 2.4009, grad_norm: 3.8689 2020-08-05 06:52:52,595 - mmaction - INFO - Epoch [176][1920/3757] lr: 2.273e-02, eta: 2 days, 22:12:10, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7102, loss_cls: 2.3755, loss: 2.3755, grad_norm: 3.8514 2020-08-05 06:53:08,259 - mmaction - INFO - Epoch [176][1940/3757] lr: 2.273e-02, eta: 2 days, 22:11:52, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7016, loss_cls: 2.3855, loss: 2.3855, grad_norm: 3.8531 2020-08-05 06:53:24,029 - mmaction - INFO - Epoch [176][1960/3757] lr: 2.273e-02, eta: 2 days, 22:11:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4234, top5_acc: 0.6859, loss_cls: 2.5060, loss: 2.5060, grad_norm: 3.8325 2020-08-05 06:53:39,769 - mmaction - INFO - Epoch [176][1980/3757] lr: 2.273e-02, eta: 2 days, 22:11:15, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6984, loss_cls: 2.3139, loss: 2.3139, grad_norm: 3.7075 2020-08-05 06:53:55,611 - mmaction - INFO - Epoch [176][2000/3757] lr: 2.273e-02, eta: 2 days, 22:10:57, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6922, loss_cls: 2.3756, loss: 2.3756, grad_norm: 3.8708 2020-08-05 06:54:11,433 - mmaction - INFO - Epoch [176][2020/3757] lr: 2.273e-02, eta: 2 days, 22:10:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.7086, loss_cls: 2.3795, loss: 2.3795, grad_norm: 3.9278 2020-08-05 06:54:27,236 - mmaction - INFO - Epoch [176][2040/3757] lr: 2.273e-02, eta: 2 days, 22:10:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7180, loss_cls: 2.3150, loss: 2.3150, grad_norm: 3.9051 2020-08-05 06:54:42,977 - mmaction - INFO - Epoch [176][2060/3757] lr: 2.273e-02, eta: 2 days, 22:10:02, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4664, top5_acc: 0.6906, loss_cls: 2.3838, loss: 2.3838, grad_norm: 3.8766 2020-08-05 06:54:58,831 - mmaction - INFO - Epoch [176][2080/3757] lr: 2.273e-02, eta: 2 days, 22:09:44, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7047, loss_cls: 2.3778, loss: 2.3778, grad_norm: 3.8229 2020-08-05 06:55:14,644 - mmaction - INFO - Epoch [176][2100/3757] lr: 2.273e-02, eta: 2 days, 22:09:26, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6977, loss_cls: 2.4051, loss: 2.4051, grad_norm: 3.8675 2020-08-05 06:55:30,408 - mmaction - INFO - Epoch [176][2120/3757] lr: 2.273e-02, eta: 2 days, 22:09:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.7055, loss_cls: 2.4378, loss: 2.4378, grad_norm: 3.8843 2020-08-05 06:55:46,245 - mmaction - INFO - Epoch [176][2140/3757] lr: 2.273e-02, eta: 2 days, 22:08:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7227, loss_cls: 2.2744, loss: 2.2744, grad_norm: 3.9529 2020-08-05 06:56:02,029 - mmaction - INFO - Epoch [176][2160/3757] lr: 2.273e-02, eta: 2 days, 22:08:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7008, loss_cls: 2.3663, loss: 2.3663, grad_norm: 3.7850 2020-08-05 06:56:17,837 - mmaction - INFO - Epoch [176][2180/3757] lr: 2.273e-02, eta: 2 days, 22:08:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6859, loss_cls: 2.4616, loss: 2.4616, grad_norm: 3.8934 2020-08-05 06:56:33,667 - mmaction - INFO - Epoch [176][2200/3757] lr: 2.273e-02, eta: 2 days, 22:07:54, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6945, loss_cls: 2.3720, loss: 2.3720, grad_norm: 3.8934 2020-08-05 06:56:49,389 - mmaction - INFO - Epoch [176][2220/3757] lr: 2.273e-02, eta: 2 days, 22:07:36, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6984, loss_cls: 2.4103, loss: 2.4103, grad_norm: 3.9294 2020-08-05 06:57:05,206 - mmaction - INFO - Epoch [176][2240/3757] lr: 2.273e-02, eta: 2 days, 22:07:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7125, loss_cls: 2.3497, loss: 2.3497, grad_norm: 3.9098 2020-08-05 06:57:20,994 - mmaction - INFO - Epoch [176][2260/3757] lr: 2.273e-02, eta: 2 days, 22:07:00, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7000, loss_cls: 2.3935, loss: 2.3935, grad_norm: 3.8919 2020-08-05 06:57:36,794 - mmaction - INFO - Epoch [176][2280/3757] lr: 2.273e-02, eta: 2 days, 22:06:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6977, loss_cls: 2.4163, loss: 2.4163, grad_norm: 3.8376 2020-08-05 06:57:52,579 - mmaction - INFO - Epoch [176][2300/3757] lr: 2.273e-02, eta: 2 days, 22:06:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7227, loss_cls: 2.3489, loss: 2.3489, grad_norm: 3.8791 2020-08-05 06:58:08,389 - mmaction - INFO - Epoch [176][2320/3757] lr: 2.273e-02, eta: 2 days, 22:06:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6969, loss_cls: 2.4009, loss: 2.4009, grad_norm: 3.7751 2020-08-05 06:58:24,230 - mmaction - INFO - Epoch [176][2340/3757] lr: 2.273e-02, eta: 2 days, 22:05:47, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7086, loss_cls: 2.3589, loss: 2.3589, grad_norm: 3.8424 2020-08-05 06:58:39,988 - mmaction - INFO - Epoch [176][2360/3757] lr: 2.273e-02, eta: 2 days, 22:05:28, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7117, loss_cls: 2.3291, loss: 2.3291, grad_norm: 3.7955 2020-08-05 06:58:55,766 - mmaction - INFO - Epoch [176][2380/3757] lr: 2.273e-02, eta: 2 days, 22:05:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6969, loss_cls: 2.3712, loss: 2.3712, grad_norm: 3.7521 2020-08-05 06:59:11,584 - mmaction - INFO - Epoch [176][2400/3757] lr: 2.273e-02, eta: 2 days, 22:04:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7203, loss_cls: 2.3149, loss: 2.3149, grad_norm: 3.8732 2020-08-05 06:59:27,381 - mmaction - INFO - Epoch [176][2420/3757] lr: 2.273e-02, eta: 2 days, 22:04:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.3837, loss: 2.3837, grad_norm: 3.8964 2020-08-05 06:59:43,196 - mmaction - INFO - Epoch [176][2440/3757] lr: 2.273e-02, eta: 2 days, 22:04:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7164, loss_cls: 2.3587, loss: 2.3587, grad_norm: 3.9293 2020-08-05 06:59:58,999 - mmaction - INFO - Epoch [176][2460/3757] lr: 2.273e-02, eta: 2 days, 22:03:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6969, loss_cls: 2.3887, loss: 2.3887, grad_norm: 3.8629 2020-08-05 07:00:19,500 - mmaction - INFO - Epoch [176][2480/3757] lr: 2.273e-02, eta: 2 days, 22:03:46, time: 1.017, data_time: 0.008, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7000, loss_cls: 2.4045, loss: 2.4045, grad_norm: 3.7870 2020-08-05 07:00:35,823 - mmaction - INFO - Epoch [176][2500/3757] lr: 2.273e-02, eta: 2 days, 22:03:29, time: 0.825, data_time: 0.015, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6906, loss_cls: 2.4393, loss: 2.4393, grad_norm: 3.8928 2020-08-05 07:00:56,564 - mmaction - INFO - Epoch [176][2520/3757] lr: 2.273e-02, eta: 2 days, 22:03:19, time: 1.037, data_time: 0.242, memory: 6192, top1_acc: 0.4695, top5_acc: 0.6945, loss_cls: 2.3633, loss: 2.3633, grad_norm: 3.8858 2020-08-05 07:01:13,036 - mmaction - INFO - Epoch [176][2540/3757] lr: 2.273e-02, eta: 2 days, 22:03:02, time: 0.823, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7000, loss_cls: 2.4148, loss: 2.4148, grad_norm: 3.8537 2020-08-05 07:01:29,504 - mmaction - INFO - Epoch [176][2560/3757] lr: 2.273e-02, eta: 2 days, 22:02:45, time: 0.824, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7102, loss_cls: 2.3969, loss: 2.3969, grad_norm: 3.8538 2020-08-05 07:01:49,522 - mmaction - INFO - Epoch [176][2580/3757] lr: 2.273e-02, eta: 2 days, 22:02:34, time: 1.000, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7180, loss_cls: 2.3462, loss: 2.3462, grad_norm: 3.8620 2020-08-05 07:02:05,504 - mmaction - INFO - Epoch [176][2600/3757] lr: 2.273e-02, eta: 2 days, 22:02:16, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7133, loss_cls: 2.3676, loss: 2.3676, grad_norm: 3.9459 2020-08-05 07:02:21,747 - mmaction - INFO - Epoch [176][2620/3757] lr: 2.273e-02, eta: 2 days, 22:01:59, time: 0.813, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7016, loss_cls: 2.4189, loss: 2.4189, grad_norm: 3.9029 2020-08-05 07:03:44,307 - mmaction - INFO - Epoch [176][2640/3757] lr: 2.273e-02, eta: 2 days, 22:03:33, time: 4.128, data_time: 3.341, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6852, loss_cls: 2.4622, loss: 2.4622, grad_norm: 3.8266 2020-08-05 07:03:59,985 - mmaction - INFO - Epoch [176][2660/3757] lr: 2.273e-02, eta: 2 days, 22:03:14, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4633, top5_acc: 0.6805, loss_cls: 2.4240, loss: 2.4240, grad_norm: 3.7940 2020-08-05 07:04:15,802 - mmaction - INFO - Epoch [176][2680/3757] lr: 2.273e-02, eta: 2 days, 22:02:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7148, loss_cls: 2.2955, loss: 2.2955, grad_norm: 3.7138 2020-08-05 07:04:31,747 - mmaction - INFO - Epoch [176][2700/3757] lr: 2.273e-02, eta: 2 days, 22:02:38, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7258, loss_cls: 2.3428, loss: 2.3428, grad_norm: 3.7558 2020-08-05 07:04:47,500 - mmaction - INFO - Epoch [176][2720/3757] lr: 2.273e-02, eta: 2 days, 22:02:20, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6906, loss_cls: 2.4235, loss: 2.4235, grad_norm: 3.8373 2020-08-05 07:05:03,446 - mmaction - INFO - Epoch [176][2740/3757] lr: 2.273e-02, eta: 2 days, 22:02:02, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7016, loss_cls: 2.3566, loss: 2.3566, grad_norm: 3.8814 2020-08-05 07:05:19,300 - mmaction - INFO - Epoch [176][2760/3757] lr: 2.273e-02, eta: 2 days, 22:01:43, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7211, loss_cls: 2.3494, loss: 2.3494, grad_norm: 3.8707 2020-08-05 07:05:35,183 - mmaction - INFO - Epoch [176][2780/3757] lr: 2.273e-02, eta: 2 days, 22:01:25, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6828, loss_cls: 2.4726, loss: 2.4726, grad_norm: 3.8737 2020-08-05 07:05:50,956 - mmaction - INFO - Epoch [176][2800/3757] lr: 2.273e-02, eta: 2 days, 22:01:07, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7164, loss_cls: 2.3514, loss: 2.3514, grad_norm: 3.8634 2020-08-05 07:06:06,755 - mmaction - INFO - Epoch [176][2820/3757] lr: 2.273e-02, eta: 2 days, 22:00:49, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7047, loss_cls: 2.3972, loss: 2.3972, grad_norm: 3.8774 2020-08-05 07:06:22,604 - mmaction - INFO - Epoch [176][2840/3757] lr: 2.273e-02, eta: 2 days, 22:00:31, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7141, loss_cls: 2.3701, loss: 2.3701, grad_norm: 3.9155 2020-08-05 07:06:38,419 - mmaction - INFO - Epoch [176][2860/3757] lr: 2.273e-02, eta: 2 days, 22:00:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7156, loss_cls: 2.3522, loss: 2.3522, grad_norm: 3.7753 2020-08-05 07:06:54,197 - mmaction - INFO - Epoch [176][2880/3757] lr: 2.273e-02, eta: 2 days, 21:59:54, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7344, loss_cls: 2.2605, loss: 2.2605, grad_norm: 3.7472 2020-08-05 07:07:09,999 - mmaction - INFO - Epoch [176][2900/3757] lr: 2.273e-02, eta: 2 days, 21:59:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7070, loss_cls: 2.3921, loss: 2.3921, grad_norm: 3.8971 2020-08-05 07:07:25,757 - mmaction - INFO - Epoch [176][2920/3757] lr: 2.273e-02, eta: 2 days, 21:59:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7031, loss_cls: 2.4325, loss: 2.4325, grad_norm: 3.9988 2020-08-05 07:07:41,651 - mmaction - INFO - Epoch [176][2940/3757] lr: 2.273e-02, eta: 2 days, 21:58:59, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6766, loss_cls: 2.4820, loss: 2.4820, grad_norm: 3.7451 2020-08-05 07:07:57,411 - mmaction - INFO - Epoch [176][2960/3757] lr: 2.273e-02, eta: 2 days, 21:58:41, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.6969, loss_cls: 2.3703, loss: 2.3703, grad_norm: 3.7522 2020-08-05 07:08:13,202 - mmaction - INFO - Epoch [176][2980/3757] lr: 2.273e-02, eta: 2 days, 21:58:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.4184, loss: 2.4184, grad_norm: 3.8544 2020-08-05 07:08:29,010 - mmaction - INFO - Epoch [176][3000/3757] lr: 2.273e-02, eta: 2 days, 21:58:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6977, loss_cls: 2.4390, loss: 2.4390, grad_norm: 3.9252 2020-08-05 07:08:44,889 - mmaction - INFO - Epoch [176][3020/3757] lr: 2.273e-02, eta: 2 days, 21:57:46, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7063, loss_cls: 2.3491, loss: 2.3491, grad_norm: 3.6541 2020-08-05 07:09:00,726 - mmaction - INFO - Epoch [176][3040/3757] lr: 2.273e-02, eta: 2 days, 21:57:28, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7148, loss_cls: 2.3371, loss: 2.3371, grad_norm: 3.7269 2020-08-05 07:09:16,561 - mmaction - INFO - Epoch [176][3060/3757] lr: 2.273e-02, eta: 2 days, 21:57:10, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.6992, loss_cls: 2.3487, loss: 2.3487, grad_norm: 3.8007 2020-08-05 07:09:32,427 - mmaction - INFO - Epoch [176][3080/3757] lr: 2.273e-02, eta: 2 days, 21:56:52, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.4063, loss: 2.4063, grad_norm: 3.8880 2020-08-05 07:09:48,268 - mmaction - INFO - Epoch [176][3100/3757] lr: 2.273e-02, eta: 2 days, 21:56:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6930, loss_cls: 2.4839, loss: 2.4839, grad_norm: 3.8785 2020-08-05 07:10:04,082 - mmaction - INFO - Epoch [176][3120/3757] lr: 2.273e-02, eta: 2 days, 21:56:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7227, loss_cls: 2.3219, loss: 2.3219, grad_norm: 3.9137 2020-08-05 07:10:19,792 - mmaction - INFO - Epoch [176][3140/3757] lr: 2.273e-02, eta: 2 days, 21:55:57, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7039, loss_cls: 2.3158, loss: 2.3158, grad_norm: 3.7177 2020-08-05 07:10:35,622 - mmaction - INFO - Epoch [176][3160/3757] lr: 2.273e-02, eta: 2 days, 21:55:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.7023, loss_cls: 2.3979, loss: 2.3979, grad_norm: 3.9349 2020-08-05 07:10:51,449 - mmaction - INFO - Epoch [176][3180/3757] lr: 2.273e-02, eta: 2 days, 21:55:21, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7172, loss_cls: 2.3229, loss: 2.3229, grad_norm: 3.9161 2020-08-05 07:11:07,257 - mmaction - INFO - Epoch [176][3200/3757] lr: 2.273e-02, eta: 2 days, 21:55:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7016, loss_cls: 2.3978, loss: 2.3978, grad_norm: 3.8232 2020-08-05 07:11:23,022 - mmaction - INFO - Epoch [176][3220/3757] lr: 2.273e-02, eta: 2 days, 21:54:44, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7211, loss_cls: 2.2694, loss: 2.2694, grad_norm: 3.7709 2020-08-05 07:11:38,903 - mmaction - INFO - Epoch [176][3240/3757] lr: 2.273e-02, eta: 2 days, 21:54:26, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7086, loss_cls: 2.3873, loss: 2.3873, grad_norm: 3.8557 2020-08-05 07:11:54,674 - mmaction - INFO - Epoch [176][3260/3757] lr: 2.273e-02, eta: 2 days, 21:54:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.3440, loss: 2.3440, grad_norm: 3.8836 2020-08-05 07:12:10,449 - mmaction - INFO - Epoch [176][3280/3757] lr: 2.273e-02, eta: 2 days, 21:53:49, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7031, loss_cls: 2.4078, loss: 2.4078, grad_norm: 3.9298 2020-08-05 07:12:26,240 - mmaction - INFO - Epoch [176][3300/3757] lr: 2.273e-02, eta: 2 days, 21:53:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7133, loss_cls: 2.3793, loss: 2.3793, grad_norm: 3.9088 2020-08-05 07:12:42,039 - mmaction - INFO - Epoch [176][3320/3757] lr: 2.273e-02, eta: 2 days, 21:53:13, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7086, loss_cls: 2.3517, loss: 2.3517, grad_norm: 3.9083 2020-08-05 07:12:57,947 - mmaction - INFO - Epoch [176][3340/3757] lr: 2.273e-02, eta: 2 days, 21:52:55, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7016, loss_cls: 2.3445, loss: 2.3445, grad_norm: 3.8171 2020-08-05 07:13:13,753 - mmaction - INFO - Epoch [176][3360/3757] lr: 2.273e-02, eta: 2 days, 21:52:36, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7008, loss_cls: 2.3801, loss: 2.3801, grad_norm: 3.9276 2020-08-05 07:13:29,509 - mmaction - INFO - Epoch [176][3380/3757] lr: 2.273e-02, eta: 2 days, 21:52:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6922, loss_cls: 2.4690, loss: 2.4690, grad_norm: 4.0294 2020-08-05 07:13:45,307 - mmaction - INFO - Epoch [176][3400/3757] lr: 2.273e-02, eta: 2 days, 21:52:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6789, loss_cls: 2.5119, loss: 2.5119, grad_norm: 3.7953 2020-08-05 07:14:01,130 - mmaction - INFO - Epoch [176][3420/3757] lr: 2.273e-02, eta: 2 days, 21:51:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6922, loss_cls: 2.4426, loss: 2.4426, grad_norm: 3.8098 2020-08-05 07:14:16,953 - mmaction - INFO - Epoch [176][3440/3757] lr: 2.273e-02, eta: 2 days, 21:51:23, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6859, loss_cls: 2.4137, loss: 2.4137, grad_norm: 3.9835 2020-08-05 07:14:32,753 - mmaction - INFO - Epoch [176][3460/3757] lr: 2.273e-02, eta: 2 days, 21:51:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6953, loss_cls: 2.4056, loss: 2.4056, grad_norm: 3.8942 2020-08-05 07:14:48,529 - mmaction - INFO - Epoch [176][3480/3757] lr: 2.273e-02, eta: 2 days, 21:50:47, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.6984, loss_cls: 2.3556, loss: 2.3556, grad_norm: 3.8537 2020-08-05 07:15:04,438 - mmaction - INFO - Epoch [176][3500/3757] lr: 2.273e-02, eta: 2 days, 21:50:29, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7039, loss_cls: 2.3471, loss: 2.3471, grad_norm: 3.7688 2020-08-05 07:15:20,136 - mmaction - INFO - Epoch [176][3520/3757] lr: 2.273e-02, eta: 2 days, 21:50:10, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6898, loss_cls: 2.3564, loss: 2.3564, grad_norm: 3.8899 2020-08-05 07:15:35,876 - mmaction - INFO - Epoch [176][3540/3757] lr: 2.273e-02, eta: 2 days, 21:49:52, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6914, loss_cls: 2.4398, loss: 2.4398, grad_norm: 4.0058 2020-08-05 07:15:51,686 - mmaction - INFO - Epoch [176][3560/3757] lr: 2.273e-02, eta: 2 days, 21:49:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6867, loss_cls: 2.4931, loss: 2.4931, grad_norm: 3.9583 2020-08-05 07:16:07,494 - mmaction - INFO - Epoch [176][3580/3757] lr: 2.273e-02, eta: 2 days, 21:49:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7039, loss_cls: 2.3683, loss: 2.3683, grad_norm: 3.8658 2020-08-05 07:16:23,295 - mmaction - INFO - Epoch [176][3600/3757] lr: 2.273e-02, eta: 2 days, 21:48:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6922, loss_cls: 2.3745, loss: 2.3745, grad_norm: 3.8628 2020-08-05 07:16:39,093 - mmaction - INFO - Epoch [176][3620/3757] lr: 2.273e-02, eta: 2 days, 21:48:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7250, loss_cls: 2.2959, loss: 2.2959, grad_norm: 3.8629 2020-08-05 07:16:54,882 - mmaction - INFO - Epoch [176][3640/3757] lr: 2.273e-02, eta: 2 days, 21:48:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.7047, loss_cls: 2.4169, loss: 2.4169, grad_norm: 4.0012 2020-08-05 07:17:10,670 - mmaction - INFO - Epoch [176][3660/3757] lr: 2.273e-02, eta: 2 days, 21:48:03, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6984, loss_cls: 2.3906, loss: 2.3906, grad_norm: 3.8884 2020-08-05 07:17:26,502 - mmaction - INFO - Epoch [176][3680/3757] lr: 2.273e-02, eta: 2 days, 21:47:44, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6937, loss_cls: 2.4285, loss: 2.4285, grad_norm: 3.8857 2020-08-05 07:17:42,156 - mmaction - INFO - Epoch [176][3700/3757] lr: 2.273e-02, eta: 2 days, 21:47:26, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7125, loss_cls: 2.3753, loss: 2.3753, grad_norm: 3.8483 2020-08-05 07:17:57,971 - mmaction - INFO - Epoch [176][3720/3757] lr: 2.273e-02, eta: 2 days, 21:47:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6875, loss_cls: 2.4759, loss: 2.4759, grad_norm: 3.9438 2020-08-05 07:18:13,764 - mmaction - INFO - Epoch [176][3740/3757] lr: 2.273e-02, eta: 2 days, 21:46:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7086, loss_cls: 2.3180, loss: 2.3180, grad_norm: 3.8221 2020-08-05 07:18:55,021 - mmaction - INFO - Saving checkpoint at 176 epochs 2020-08-05 07:22:51,261 - mmaction - INFO - Epoch [177][20/3757] lr: 2.222e-02, eta: 2 days, 21:51:58, time: 11.721, data_time: 10.890, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7289, loss_cls: 2.2764, loss: 2.2764, grad_norm: 3.8278 2020-08-05 07:23:07,006 - mmaction - INFO - Epoch [177][40/3757] lr: 2.222e-02, eta: 2 days, 21:51:39, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7031, loss_cls: 2.3122, loss: 2.3122, grad_norm: 3.7974 2020-08-05 07:23:22,806 - mmaction - INFO - Epoch [177][60/3757] lr: 2.222e-02, eta: 2 days, 21:51:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6969, loss_cls: 2.3788, loss: 2.3788, grad_norm: 3.8758 2020-08-05 07:23:38,642 - mmaction - INFO - Epoch [177][80/3757] lr: 2.222e-02, eta: 2 days, 21:51:03, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7203, loss_cls: 2.3078, loss: 2.3078, grad_norm: 3.8300 2020-08-05 07:23:54,493 - mmaction - INFO - Epoch [177][100/3757] lr: 2.222e-02, eta: 2 days, 21:50:44, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6961, loss_cls: 2.3923, loss: 2.3923, grad_norm: 3.9078 2020-08-05 07:24:10,395 - mmaction - INFO - Epoch [177][120/3757] lr: 2.222e-02, eta: 2 days, 21:50:26, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6867, loss_cls: 2.4196, loss: 2.4196, grad_norm: 3.8799 2020-08-05 07:24:26,182 - mmaction - INFO - Epoch [177][140/3757] lr: 2.222e-02, eta: 2 days, 21:50:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7016, loss_cls: 2.3704, loss: 2.3704, grad_norm: 3.9103 2020-08-05 07:24:43,585 - mmaction - INFO - Epoch [177][160/3757] lr: 2.222e-02, eta: 2 days, 21:49:52, time: 0.869, data_time: 0.002, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7195, loss_cls: 2.2690, loss: 2.2690, grad_norm: 3.7979 2020-08-05 07:24:59,379 - mmaction - INFO - Epoch [177][180/3757] lr: 2.222e-02, eta: 2 days, 21:49:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.7000, loss_cls: 2.3879, loss: 2.3879, grad_norm: 3.9308 2020-08-05 07:25:15,183 - mmaction - INFO - Epoch [177][200/3757] lr: 2.222e-02, eta: 2 days, 21:49:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7273, loss_cls: 2.2894, loss: 2.2894, grad_norm: 3.9488 2020-08-05 07:25:30,918 - mmaction - INFO - Epoch [177][220/3757] lr: 2.222e-02, eta: 2 days, 21:48:57, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.4750, top5_acc: 0.6984, loss_cls: 2.3385, loss: 2.3385, grad_norm: 3.7823 2020-08-05 07:25:46,737 - mmaction - INFO - Epoch [177][240/3757] lr: 2.222e-02, eta: 2 days, 21:48:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6773, loss_cls: 2.4781, loss: 2.4781, grad_norm: 3.8340 2020-08-05 07:26:02,512 - mmaction - INFO - Epoch [177][260/3757] lr: 2.222e-02, eta: 2 days, 21:48:21, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.4430, top5_acc: 0.7086, loss_cls: 2.3668, loss: 2.3668, grad_norm: 3.8779 2020-08-05 07:26:18,269 - mmaction - INFO - Epoch [177][280/3757] lr: 2.222e-02, eta: 2 days, 21:48:02, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4492, top5_acc: 0.7094, loss_cls: 2.3056, loss: 2.3056, grad_norm: 3.8379 2020-08-05 07:26:34,141 - mmaction - INFO - Epoch [177][300/3757] lr: 2.222e-02, eta: 2 days, 21:47:44, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6945, loss_cls: 2.3618, loss: 2.3618, grad_norm: 3.8984 2020-08-05 07:26:49,964 - mmaction - INFO - Epoch [177][320/3757] lr: 2.222e-02, eta: 2 days, 21:47:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7047, loss_cls: 2.3361, loss: 2.3361, grad_norm: 3.9145 2020-08-05 07:27:05,702 - mmaction - INFO - Epoch [177][340/3757] lr: 2.222e-02, eta: 2 days, 21:47:08, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7070, loss_cls: 2.3673, loss: 2.3673, grad_norm: 3.7812 2020-08-05 07:27:21,759 - mmaction - INFO - Epoch [177][360/3757] lr: 2.222e-02, eta: 2 days, 21:46:50, time: 0.803, data_time: 0.016, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7234, loss_cls: 2.2445, loss: 2.2445, grad_norm: 3.8693 2020-08-05 07:27:37,937 - mmaction - INFO - Epoch [177][380/3757] lr: 2.222e-02, eta: 2 days, 21:46:32, time: 0.810, data_time: 0.024, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6953, loss_cls: 2.4374, loss: 2.4374, grad_norm: 3.9767 2020-08-05 07:27:54,068 - mmaction - INFO - Epoch [177][400/3757] lr: 2.222e-02, eta: 2 days, 21:46:14, time: 0.806, data_time: 0.017, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7242, loss_cls: 2.2448, loss: 2.2448, grad_norm: 3.7746 2020-08-05 07:28:10,222 - mmaction - INFO - Epoch [177][420/3757] lr: 2.222e-02, eta: 2 days, 21:45:57, time: 0.808, data_time: 0.021, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7078, loss_cls: 2.3163, loss: 2.3163, grad_norm: 3.8791 2020-08-05 07:28:26,004 - mmaction - INFO - Epoch [177][440/3757] lr: 2.222e-02, eta: 2 days, 21:45:38, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7039, loss_cls: 2.3030, loss: 2.3030, grad_norm: 3.7868 2020-08-05 07:28:41,759 - mmaction - INFO - Epoch [177][460/3757] lr: 2.222e-02, eta: 2 days, 21:45:20, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7227, loss_cls: 2.2370, loss: 2.2370, grad_norm: 3.8017 2020-08-05 07:28:57,847 - mmaction - INFO - Epoch [177][480/3757] lr: 2.222e-02, eta: 2 days, 21:45:02, time: 0.804, data_time: 0.017, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7031, loss_cls: 2.3051, loss: 2.3051, grad_norm: 3.9516 2020-08-05 07:29:13,990 - mmaction - INFO - Epoch [177][500/3757] lr: 2.222e-02, eta: 2 days, 21:44:44, time: 0.808, data_time: 0.023, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6937, loss_cls: 2.4156, loss: 2.4156, grad_norm: 4.0355 2020-08-05 07:29:29,975 - mmaction - INFO - Epoch [177][520/3757] lr: 2.222e-02, eta: 2 days, 21:44:26, time: 0.799, data_time: 0.012, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7086, loss_cls: 2.3778, loss: 2.3778, grad_norm: 3.8807 2020-08-05 07:29:45,842 - mmaction - INFO - Epoch [177][540/3757] lr: 2.222e-02, eta: 2 days, 21:44:08, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7070, loss_cls: 2.2996, loss: 2.2996, grad_norm: 3.6924 2020-08-05 07:30:01,586 - mmaction - INFO - Epoch [177][560/3757] lr: 2.222e-02, eta: 2 days, 21:43:50, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7023, loss_cls: 2.3857, loss: 2.3857, grad_norm: 3.8646 2020-08-05 07:30:17,469 - mmaction - INFO - Epoch [177][580/3757] lr: 2.222e-02, eta: 2 days, 21:43:32, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7336, loss_cls: 2.2297, loss: 2.2297, grad_norm: 3.8384 2020-08-05 07:30:33,192 - mmaction - INFO - Epoch [177][600/3757] lr: 2.222e-02, eta: 2 days, 21:43:13, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7055, loss_cls: 2.3419, loss: 2.3419, grad_norm: 3.9503 2020-08-05 07:30:49,059 - mmaction - INFO - Epoch [177][620/3757] lr: 2.222e-02, eta: 2 days, 21:42:55, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6922, loss_cls: 2.3820, loss: 2.3820, grad_norm: 3.8456 2020-08-05 07:31:04,889 - mmaction - INFO - Epoch [177][640/3757] lr: 2.222e-02, eta: 2 days, 21:42:37, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7086, loss_cls: 2.3319, loss: 2.3319, grad_norm: 3.8793 2020-08-05 07:31:20,734 - mmaction - INFO - Epoch [177][660/3757] lr: 2.222e-02, eta: 2 days, 21:42:19, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6961, loss_cls: 2.4025, loss: 2.4025, grad_norm: 3.9054 2020-08-05 07:31:36,619 - mmaction - INFO - Epoch [177][680/3757] lr: 2.222e-02, eta: 2 days, 21:42:01, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.6945, loss_cls: 2.3652, loss: 2.3652, grad_norm: 3.8175 2020-08-05 07:31:52,440 - mmaction - INFO - Epoch [177][700/3757] lr: 2.222e-02, eta: 2 days, 21:41:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7172, loss_cls: 2.2193, loss: 2.2193, grad_norm: 3.7073 2020-08-05 07:32:08,227 - mmaction - INFO - Epoch [177][720/3757] lr: 2.222e-02, eta: 2 days, 21:41:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7055, loss_cls: 2.3607, loss: 2.3607, grad_norm: 3.8414 2020-08-05 07:32:24,002 - mmaction - INFO - Epoch [177][740/3757] lr: 2.222e-02, eta: 2 days, 21:41:06, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6773, loss_cls: 2.5028, loss: 2.5028, grad_norm: 3.8261 2020-08-05 07:32:39,809 - mmaction - INFO - Epoch [177][760/3757] lr: 2.222e-02, eta: 2 days, 21:40:47, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7016, loss_cls: 2.3737, loss: 2.3737, grad_norm: 3.8154 2020-08-05 07:32:55,612 - mmaction - INFO - Epoch [177][780/3757] lr: 2.222e-02, eta: 2 days, 21:40:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4641, top5_acc: 0.6937, loss_cls: 2.4161, loss: 2.4161, grad_norm: 3.8680 2020-08-05 07:33:11,371 - mmaction - INFO - Epoch [177][800/3757] lr: 2.222e-02, eta: 2 days, 21:40:11, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4422, top5_acc: 0.7039, loss_cls: 2.4322, loss: 2.4322, grad_norm: 3.9273 2020-08-05 07:33:27,174 - mmaction - INFO - Epoch [177][820/3757] lr: 2.222e-02, eta: 2 days, 21:39:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7102, loss_cls: 2.3254, loss: 2.3254, grad_norm: 3.7254 2020-08-05 07:33:43,079 - mmaction - INFO - Epoch [177][840/3757] lr: 2.222e-02, eta: 2 days, 21:39:34, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7172, loss_cls: 2.2659, loss: 2.2659, grad_norm: 3.7175 2020-08-05 07:33:58,856 - mmaction - INFO - Epoch [177][860/3757] lr: 2.222e-02, eta: 2 days, 21:39:16, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7180, loss_cls: 2.2439, loss: 2.2439, grad_norm: 3.7442 2020-08-05 07:34:14,721 - mmaction - INFO - Epoch [177][880/3757] lr: 2.222e-02, eta: 2 days, 21:38:58, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.6961, loss_cls: 2.3941, loss: 2.3941, grad_norm: 3.8776 2020-08-05 07:34:30,402 - mmaction - INFO - Epoch [177][900/3757] lr: 2.222e-02, eta: 2 days, 21:38:39, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4336, top5_acc: 0.6945, loss_cls: 2.4226, loss: 2.4226, grad_norm: 3.9324 2020-08-05 07:34:46,176 - mmaction - INFO - Epoch [177][920/3757] lr: 2.222e-02, eta: 2 days, 21:38:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.6945, loss_cls: 2.4183, loss: 2.4183, grad_norm: 3.9133 2020-08-05 07:35:01,950 - mmaction - INFO - Epoch [177][940/3757] lr: 2.222e-02, eta: 2 days, 21:38:03, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7297, loss_cls: 2.2684, loss: 2.2684, grad_norm: 3.8603 2020-08-05 07:35:17,642 - mmaction - INFO - Epoch [177][960/3757] lr: 2.222e-02, eta: 2 days, 21:37:44, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7164, loss_cls: 2.3067, loss: 2.3067, grad_norm: 4.0083 2020-08-05 07:35:33,403 - mmaction - INFO - Epoch [177][980/3757] lr: 2.222e-02, eta: 2 days, 21:37:26, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7000, loss_cls: 2.3542, loss: 2.3542, grad_norm: 3.7871 2020-08-05 07:35:49,219 - mmaction - INFO - Epoch [177][1000/3757] lr: 2.222e-02, eta: 2 days, 21:37:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.6969, loss_cls: 2.3693, loss: 2.3693, grad_norm: 3.7593 2020-08-05 07:36:05,040 - mmaction - INFO - Epoch [177][1020/3757] lr: 2.222e-02, eta: 2 days, 21:36:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6945, loss_cls: 2.4121, loss: 2.4121, grad_norm: 3.7953 2020-08-05 07:36:20,791 - mmaction - INFO - Epoch [177][1040/3757] lr: 2.222e-02, eta: 2 days, 21:36:31, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7125, loss_cls: 2.3463, loss: 2.3463, grad_norm: 4.0085 2020-08-05 07:36:36,643 - mmaction - INFO - Epoch [177][1060/3757] lr: 2.222e-02, eta: 2 days, 21:36:13, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7094, loss_cls: 2.3356, loss: 2.3356, grad_norm: 3.9021 2020-08-05 07:36:52,500 - mmaction - INFO - Epoch [177][1080/3757] lr: 2.222e-02, eta: 2 days, 21:35:55, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.6969, loss_cls: 2.3384, loss: 2.3384, grad_norm: 3.8512 2020-08-05 07:37:08,292 - mmaction - INFO - Epoch [177][1100/3757] lr: 2.222e-02, eta: 2 days, 21:35:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6859, loss_cls: 2.4633, loss: 2.4633, grad_norm: 3.8813 2020-08-05 07:37:24,100 - mmaction - INFO - Epoch [177][1120/3757] lr: 2.222e-02, eta: 2 days, 21:35:18, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.6906, loss_cls: 2.3347, loss: 2.3347, grad_norm: 3.7953 2020-08-05 07:37:39,954 - mmaction - INFO - Epoch [177][1140/3757] lr: 2.222e-02, eta: 2 days, 21:35:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7055, loss_cls: 2.3728, loss: 2.3728, grad_norm: 3.8886 2020-08-05 07:37:55,729 - mmaction - INFO - Epoch [177][1160/3757] lr: 2.222e-02, eta: 2 days, 21:34:42, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7180, loss_cls: 2.3182, loss: 2.3182, grad_norm: 3.8550 2020-08-05 07:38:11,632 - mmaction - INFO - Epoch [177][1180/3757] lr: 2.222e-02, eta: 2 days, 21:34:24, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6859, loss_cls: 2.4290, loss: 2.4290, grad_norm: 3.8801 2020-08-05 07:38:27,467 - mmaction - INFO - Epoch [177][1200/3757] lr: 2.222e-02, eta: 2 days, 21:34:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7156, loss_cls: 2.3126, loss: 2.3126, grad_norm: 3.8243 2020-08-05 07:38:43,253 - mmaction - INFO - Epoch [177][1220/3757] lr: 2.222e-02, eta: 2 days, 21:33:47, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2971, loss: 2.2971, grad_norm: 3.8932 2020-08-05 07:38:59,095 - mmaction - INFO - Epoch [177][1240/3757] lr: 2.222e-02, eta: 2 days, 21:33:29, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7070, loss_cls: 2.3662, loss: 2.3662, grad_norm: 3.9284 2020-08-05 07:39:14,880 - mmaction - INFO - Epoch [177][1260/3757] lr: 2.222e-02, eta: 2 days, 21:33:11, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7117, loss_cls: 2.2920, loss: 2.2920, grad_norm: 3.8522 2020-08-05 07:39:30,658 - mmaction - INFO - Epoch [177][1280/3757] lr: 2.222e-02, eta: 2 days, 21:32:52, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.4633, top5_acc: 0.6945, loss_cls: 2.4023, loss: 2.4023, grad_norm: 3.8952 2020-08-05 07:39:46,419 - mmaction - INFO - Epoch [177][1300/3757] lr: 2.222e-02, eta: 2 days, 21:32:34, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7141, loss_cls: 2.3381, loss: 2.3381, grad_norm: 3.9752 2020-08-05 07:40:02,248 - mmaction - INFO - Epoch [177][1320/3757] lr: 2.222e-02, eta: 2 days, 21:32:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.6961, loss_cls: 2.3924, loss: 2.3924, grad_norm: 4.0290 2020-08-05 07:40:17,936 - mmaction - INFO - Epoch [177][1340/3757] lr: 2.222e-02, eta: 2 days, 21:31:57, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7180, loss_cls: 2.2590, loss: 2.2590, grad_norm: 3.7764 2020-08-05 07:40:33,700 - mmaction - INFO - Epoch [177][1360/3757] lr: 2.222e-02, eta: 2 days, 21:31:39, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4250, top5_acc: 0.7016, loss_cls: 2.4531, loss: 2.4531, grad_norm: 3.9937 2020-08-05 07:40:49,491 - mmaction - INFO - Epoch [177][1380/3757] lr: 2.222e-02, eta: 2 days, 21:31:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6977, loss_cls: 2.4297, loss: 2.4297, grad_norm: 3.9683 2020-08-05 07:41:05,325 - mmaction - INFO - Epoch [177][1400/3757] lr: 2.222e-02, eta: 2 days, 21:31:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6828, loss_cls: 2.4424, loss: 2.4424, grad_norm: 3.9807 2020-08-05 07:41:21,107 - mmaction - INFO - Epoch [177][1420/3757] lr: 2.222e-02, eta: 2 days, 21:30:44, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6937, loss_cls: 2.4029, loss: 2.4029, grad_norm: 3.8354 2020-08-05 07:41:36,879 - mmaction - INFO - Epoch [177][1440/3757] lr: 2.222e-02, eta: 2 days, 21:30:26, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.3361, loss: 2.3361, grad_norm: 3.7647 2020-08-05 07:41:52,559 - mmaction - INFO - Epoch [177][1460/3757] lr: 2.222e-02, eta: 2 days, 21:30:07, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6969, loss_cls: 2.3889, loss: 2.3889, grad_norm: 3.8918 2020-08-05 07:42:08,312 - mmaction - INFO - Epoch [177][1480/3757] lr: 2.222e-02, eta: 2 days, 21:29:49, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7055, loss_cls: 2.4111, loss: 2.4111, grad_norm: 3.9135 2020-08-05 07:42:24,181 - mmaction - INFO - Epoch [177][1500/3757] lr: 2.222e-02, eta: 2 days, 21:29:31, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7102, loss_cls: 2.3984, loss: 2.3984, grad_norm: 3.8497 2020-08-05 07:42:39,973 - mmaction - INFO - Epoch [177][1520/3757] lr: 2.222e-02, eta: 2 days, 21:29:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7102, loss_cls: 2.3664, loss: 2.3664, grad_norm: 3.9820 2020-08-05 07:42:55,821 - mmaction - INFO - Epoch [177][1540/3757] lr: 2.222e-02, eta: 2 days, 21:28:55, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7000, loss_cls: 2.4225, loss: 2.4225, grad_norm: 3.8909 2020-08-05 07:43:11,659 - mmaction - INFO - Epoch [177][1560/3757] lr: 2.222e-02, eta: 2 days, 21:28:36, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7156, loss_cls: 2.3366, loss: 2.3366, grad_norm: 3.8341 2020-08-05 07:43:27,425 - mmaction - INFO - Epoch [177][1580/3757] lr: 2.222e-02, eta: 2 days, 21:28:18, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7078, loss_cls: 2.3084, loss: 2.3084, grad_norm: 3.8793 2020-08-05 07:43:43,275 - mmaction - INFO - Epoch [177][1600/3757] lr: 2.222e-02, eta: 2 days, 21:28:00, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7352, loss_cls: 2.2360, loss: 2.2360, grad_norm: 3.9534 2020-08-05 07:43:58,932 - mmaction - INFO - Epoch [177][1620/3757] lr: 2.222e-02, eta: 2 days, 21:27:41, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4602, top5_acc: 0.6953, loss_cls: 2.3996, loss: 2.3996, grad_norm: 3.9423 2020-08-05 07:44:14,792 - mmaction - INFO - Epoch [177][1640/3757] lr: 2.222e-02, eta: 2 days, 21:27:23, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7016, loss_cls: 2.3703, loss: 2.3703, grad_norm: 3.9264 2020-08-05 07:44:30,451 - mmaction - INFO - Epoch [177][1660/3757] lr: 2.222e-02, eta: 2 days, 21:27:05, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7039, loss_cls: 2.3903, loss: 2.3903, grad_norm: 3.8699 2020-08-05 07:44:46,252 - mmaction - INFO - Epoch [177][1680/3757] lr: 2.222e-02, eta: 2 days, 21:26:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6930, loss_cls: 2.4309, loss: 2.4309, grad_norm: 3.9203 2020-08-05 07:45:02,028 - mmaction - INFO - Epoch [177][1700/3757] lr: 2.222e-02, eta: 2 days, 21:26:28, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7016, loss_cls: 2.3335, loss: 2.3335, grad_norm: 3.8019 2020-08-05 07:45:17,734 - mmaction - INFO - Epoch [177][1720/3757] lr: 2.222e-02, eta: 2 days, 21:26:10, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7023, loss_cls: 2.4154, loss: 2.4154, grad_norm: 3.9359 2020-08-05 07:45:33,520 - mmaction - INFO - Epoch [177][1740/3757] lr: 2.222e-02, eta: 2 days, 21:25:51, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7211, loss_cls: 2.3237, loss: 2.3237, grad_norm: 3.8062 2020-08-05 07:45:49,360 - mmaction - INFO - Epoch [177][1760/3757] lr: 2.222e-02, eta: 2 days, 21:25:33, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7180, loss_cls: 2.3407, loss: 2.3407, grad_norm: 3.9399 2020-08-05 07:46:05,145 - mmaction - INFO - Epoch [177][1780/3757] lr: 2.222e-02, eta: 2 days, 21:25:15, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7000, loss_cls: 2.2993, loss: 2.2993, grad_norm: 3.8558 2020-08-05 07:46:20,866 - mmaction - INFO - Epoch [177][1800/3757] lr: 2.222e-02, eta: 2 days, 21:24:57, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6852, loss_cls: 2.4423, loss: 2.4423, grad_norm: 4.0094 2020-08-05 07:46:36,697 - mmaction - INFO - Epoch [177][1820/3757] lr: 2.222e-02, eta: 2 days, 21:24:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6898, loss_cls: 2.4680, loss: 2.4680, grad_norm: 3.8691 2020-08-05 07:46:52,520 - mmaction - INFO - Epoch [177][1840/3757] lr: 2.222e-02, eta: 2 days, 21:24:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6930, loss_cls: 2.4668, loss: 2.4668, grad_norm: 3.8973 2020-08-05 07:47:08,318 - mmaction - INFO - Epoch [177][1860/3757] lr: 2.222e-02, eta: 2 days, 21:24:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7102, loss_cls: 2.3166, loss: 2.3166, grad_norm: 3.8450 2020-08-05 07:47:24,129 - mmaction - INFO - Epoch [177][1880/3757] lr: 2.222e-02, eta: 2 days, 21:23:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7039, loss_cls: 2.4113, loss: 2.4113, grad_norm: 3.9426 2020-08-05 07:47:39,925 - mmaction - INFO - Epoch [177][1900/3757] lr: 2.222e-02, eta: 2 days, 21:23:25, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7063, loss_cls: 2.3340, loss: 2.3340, grad_norm: 3.7787 2020-08-05 07:47:55,791 - mmaction - INFO - Epoch [177][1920/3757] lr: 2.222e-02, eta: 2 days, 21:23:07, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7297, loss_cls: 2.2172, loss: 2.2172, grad_norm: 3.7371 2020-08-05 07:48:11,566 - mmaction - INFO - Epoch [177][1940/3757] lr: 2.222e-02, eta: 2 days, 21:22:49, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7008, loss_cls: 2.4115, loss: 2.4115, grad_norm: 3.8685 2020-08-05 07:48:27,394 - mmaction - INFO - Epoch [177][1960/3757] lr: 2.222e-02, eta: 2 days, 21:22:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7203, loss_cls: 2.2987, loss: 2.2987, grad_norm: 3.8165 2020-08-05 07:48:43,147 - mmaction - INFO - Epoch [177][1980/3757] lr: 2.222e-02, eta: 2 days, 21:22:12, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6992, loss_cls: 2.3954, loss: 2.3954, grad_norm: 3.8862 2020-08-05 07:48:58,949 - mmaction - INFO - Epoch [177][2000/3757] lr: 2.222e-02, eta: 2 days, 21:21:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7047, loss_cls: 2.3504, loss: 2.3504, grad_norm: 3.8305 2020-08-05 07:49:14,719 - mmaction - INFO - Epoch [177][2020/3757] lr: 2.222e-02, eta: 2 days, 21:21:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7328, loss_cls: 2.2861, loss: 2.2861, grad_norm: 3.8052 2020-08-05 07:49:30,566 - mmaction - INFO - Epoch [177][2040/3757] lr: 2.222e-02, eta: 2 days, 21:21:18, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.2438, loss: 2.2438, grad_norm: 3.8296 2020-08-05 07:49:46,342 - mmaction - INFO - Epoch [177][2060/3757] lr: 2.222e-02, eta: 2 days, 21:20:59, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7273, loss_cls: 2.2731, loss: 2.2731, grad_norm: 3.8697 2020-08-05 07:50:02,191 - mmaction - INFO - Epoch [177][2080/3757] lr: 2.222e-02, eta: 2 days, 21:20:41, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7016, loss_cls: 2.3857, loss: 2.3857, grad_norm: 3.9523 2020-08-05 07:50:18,003 - mmaction - INFO - Epoch [177][2100/3757] lr: 2.222e-02, eta: 2 days, 21:20:23, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7094, loss_cls: 2.3819, loss: 2.3819, grad_norm: 3.8157 2020-08-05 07:50:33,814 - mmaction - INFO - Epoch [177][2120/3757] lr: 2.222e-02, eta: 2 days, 21:20:05, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6906, loss_cls: 2.4175, loss: 2.4175, grad_norm: 3.9181 2020-08-05 07:50:49,585 - mmaction - INFO - Epoch [177][2140/3757] lr: 2.222e-02, eta: 2 days, 21:19:47, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7063, loss_cls: 2.3705, loss: 2.3705, grad_norm: 3.8537 2020-08-05 07:51:05,386 - mmaction - INFO - Epoch [177][2160/3757] lr: 2.222e-02, eta: 2 days, 21:19:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7031, loss_cls: 2.4127, loss: 2.4127, grad_norm: 3.9002 2020-08-05 07:51:21,144 - mmaction - INFO - Epoch [177][2180/3757] lr: 2.222e-02, eta: 2 days, 21:19:10, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6805, loss_cls: 2.4748, loss: 2.4748, grad_norm: 3.8807 2020-08-05 07:51:36,981 - mmaction - INFO - Epoch [177][2200/3757] lr: 2.222e-02, eta: 2 days, 21:18:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.6969, loss_cls: 2.3759, loss: 2.3759, grad_norm: 3.9043 2020-08-05 07:51:52,793 - mmaction - INFO - Epoch [177][2220/3757] lr: 2.222e-02, eta: 2 days, 21:18:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7344, loss_cls: 2.2227, loss: 2.2227, grad_norm: 3.7976 2020-08-05 07:52:08,620 - mmaction - INFO - Epoch [177][2240/3757] lr: 2.222e-02, eta: 2 days, 21:18:15, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7016, loss_cls: 2.3870, loss: 2.3870, grad_norm: 4.0760 2020-08-05 07:52:24,389 - mmaction - INFO - Epoch [177][2260/3757] lr: 2.222e-02, eta: 2 days, 21:17:57, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7078, loss_cls: 2.3672, loss: 2.3672, grad_norm: 3.8790 2020-08-05 07:52:40,240 - mmaction - INFO - Epoch [177][2280/3757] lr: 2.222e-02, eta: 2 days, 21:17:39, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4266, top5_acc: 0.6758, loss_cls: 2.5271, loss: 2.5271, grad_norm: 4.0269 2020-08-05 07:52:56,051 - mmaction - INFO - Epoch [177][2300/3757] lr: 2.222e-02, eta: 2 days, 21:17:21, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6836, loss_cls: 2.4449, loss: 2.4449, grad_norm: 3.8063 2020-08-05 07:53:11,840 - mmaction - INFO - Epoch [177][2320/3757] lr: 2.222e-02, eta: 2 days, 21:17:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.7070, loss_cls: 2.4040, loss: 2.4040, grad_norm: 3.7596 2020-08-05 07:53:27,699 - mmaction - INFO - Epoch [177][2340/3757] lr: 2.222e-02, eta: 2 days, 21:16:44, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4281, top5_acc: 0.7141, loss_cls: 2.4432, loss: 2.4432, grad_norm: 3.9544 2020-08-05 07:53:43,512 - mmaction - INFO - Epoch [177][2360/3757] lr: 2.222e-02, eta: 2 days, 21:16:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7180, loss_cls: 2.3472, loss: 2.3472, grad_norm: 3.9058 2020-08-05 07:53:59,256 - mmaction - INFO - Epoch [177][2380/3757] lr: 2.222e-02, eta: 2 days, 21:16:08, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.6977, loss_cls: 2.3507, loss: 2.3507, grad_norm: 3.8144 2020-08-05 07:54:15,087 - mmaction - INFO - Epoch [177][2400/3757] lr: 2.222e-02, eta: 2 days, 21:15:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6891, loss_cls: 2.4462, loss: 2.4462, grad_norm: 3.9102 2020-08-05 07:54:30,776 - mmaction - INFO - Epoch [177][2420/3757] lr: 2.222e-02, eta: 2 days, 21:15:31, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7016, loss_cls: 2.3945, loss: 2.3945, grad_norm: 3.8768 2020-08-05 07:54:46,591 - mmaction - INFO - Epoch [177][2440/3757] lr: 2.222e-02, eta: 2 days, 21:15:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6945, loss_cls: 2.4446, loss: 2.4446, grad_norm: 3.9064 2020-08-05 07:55:02,397 - mmaction - INFO - Epoch [177][2460/3757] lr: 2.222e-02, eta: 2 days, 21:14:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7086, loss_cls: 2.3584, loss: 2.3584, grad_norm: 3.8901 2020-08-05 07:55:18,167 - mmaction - INFO - Epoch [177][2480/3757] lr: 2.222e-02, eta: 2 days, 21:14:36, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6961, loss_cls: 2.3702, loss: 2.3702, grad_norm: 3.8944 2020-08-05 07:55:34,195 - mmaction - INFO - Epoch [177][2500/3757] lr: 2.222e-02, eta: 2 days, 21:14:19, time: 0.801, data_time: 0.015, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7086, loss_cls: 2.3672, loss: 2.3672, grad_norm: 3.9313 2020-08-05 07:55:50,269 - mmaction - INFO - Epoch [177][2520/3757] lr: 2.222e-02, eta: 2 days, 21:14:01, time: 0.804, data_time: 0.021, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7242, loss_cls: 2.2846, loss: 2.2846, grad_norm: 3.8898 2020-08-05 07:56:06,335 - mmaction - INFO - Epoch [177][2540/3757] lr: 2.222e-02, eta: 2 days, 21:13:43, time: 0.803, data_time: 0.017, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6984, loss_cls: 2.3703, loss: 2.3703, grad_norm: 3.9491 2020-08-05 07:56:22,135 - mmaction - INFO - Epoch [177][2560/3757] lr: 2.222e-02, eta: 2 days, 21:13:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7234, loss_cls: 2.3338, loss: 2.3338, grad_norm: 3.9560 2020-08-05 07:56:37,932 - mmaction - INFO - Epoch [177][2580/3757] lr: 2.222e-02, eta: 2 days, 21:13:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7156, loss_cls: 2.3277, loss: 2.3277, grad_norm: 3.8248 2020-08-05 07:56:53,758 - mmaction - INFO - Epoch [177][2600/3757] lr: 2.222e-02, eta: 2 days, 21:12:48, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7063, loss_cls: 2.3853, loss: 2.3853, grad_norm: 4.0777 2020-08-05 07:57:09,552 - mmaction - INFO - Epoch [177][2620/3757] lr: 2.222e-02, eta: 2 days, 21:12:30, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7180, loss_cls: 2.3310, loss: 2.3310, grad_norm: 3.8974 2020-08-05 07:57:25,346 - mmaction - INFO - Epoch [177][2640/3757] lr: 2.222e-02, eta: 2 days, 21:12:12, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7102, loss_cls: 2.3471, loss: 2.3471, grad_norm: 3.8804 2020-08-05 07:57:41,100 - mmaction - INFO - Epoch [177][2660/3757] lr: 2.222e-02, eta: 2 days, 21:11:54, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7242, loss_cls: 2.2551, loss: 2.2551, grad_norm: 3.8591 2020-08-05 07:57:56,858 - mmaction - INFO - Epoch [177][2680/3757] lr: 2.222e-02, eta: 2 days, 21:11:35, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7289, loss_cls: 2.2611, loss: 2.2611, grad_norm: 3.8750 2020-08-05 07:58:12,615 - mmaction - INFO - Epoch [177][2700/3757] lr: 2.222e-02, eta: 2 days, 21:11:17, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7148, loss_cls: 2.2819, loss: 2.2819, grad_norm: 3.9636 2020-08-05 07:58:28,400 - mmaction - INFO - Epoch [177][2720/3757] lr: 2.222e-02, eta: 2 days, 21:10:59, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7086, loss_cls: 2.3124, loss: 2.3124, grad_norm: 3.9615 2020-08-05 07:58:44,196 - mmaction - INFO - Epoch [177][2740/3757] lr: 2.222e-02, eta: 2 days, 21:10:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.6875, loss_cls: 2.4267, loss: 2.4267, grad_norm: 3.9438 2020-08-05 07:58:59,984 - mmaction - INFO - Epoch [177][2760/3757] lr: 2.222e-02, eta: 2 days, 21:10:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6898, loss_cls: 2.4403, loss: 2.4403, grad_norm: 3.9335 2020-08-05 07:59:15,774 - mmaction - INFO - Epoch [177][2780/3757] lr: 2.222e-02, eta: 2 days, 21:10:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6813, loss_cls: 2.4135, loss: 2.4135, grad_norm: 3.8755 2020-08-05 07:59:36,594 - mmaction - INFO - Epoch [177][2800/3757] lr: 2.222e-02, eta: 2 days, 21:09:54, time: 1.041, data_time: 0.234, memory: 6192, top1_acc: 0.4242, top5_acc: 0.6789, loss_cls: 2.5235, loss: 2.5235, grad_norm: 4.0010 2020-08-05 07:59:52,733 - mmaction - INFO - Epoch [177][2820/3757] lr: 2.222e-02, eta: 2 days, 21:09:36, time: 0.807, data_time: 0.019, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6969, loss_cls: 2.4474, loss: 2.4474, grad_norm: 3.9348 2020-08-05 08:00:14,417 - mmaction - INFO - Epoch [177][2840/3757] lr: 2.222e-02, eta: 2 days, 21:09:27, time: 1.071, data_time: 0.036, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7164, loss_cls: 2.4132, loss: 2.4132, grad_norm: 3.9114 2020-08-05 08:00:30,562 - mmaction - INFO - Epoch [177][2860/3757] lr: 2.222e-02, eta: 2 days, 21:09:10, time: 0.818, data_time: 0.031, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7070, loss_cls: 2.3649, loss: 2.3649, grad_norm: 3.7809 2020-08-05 08:00:46,336 - mmaction - INFO - Epoch [177][2880/3757] lr: 2.222e-02, eta: 2 days, 21:08:52, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6820, loss_cls: 2.4530, loss: 2.4530, grad_norm: 3.9028 2020-08-05 08:01:02,375 - mmaction - INFO - Epoch [177][2900/3757] lr: 2.222e-02, eta: 2 days, 21:08:34, time: 0.801, data_time: 0.013, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7070, loss_cls: 2.3444, loss: 2.3444, grad_norm: 3.8346 2020-08-05 08:01:18,123 - mmaction - INFO - Epoch [177][2920/3757] lr: 2.222e-02, eta: 2 days, 21:08:15, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.7000, loss_cls: 2.3893, loss: 2.3893, grad_norm: 3.8814 2020-08-05 08:01:33,951 - mmaction - INFO - Epoch [177][2940/3757] lr: 2.222e-02, eta: 2 days, 21:07:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6969, loss_cls: 2.4154, loss: 2.4154, grad_norm: 3.9223 2020-08-05 08:01:49,731 - mmaction - INFO - Epoch [177][2960/3757] lr: 2.222e-02, eta: 2 days, 21:07:39, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6898, loss_cls: 2.4799, loss: 2.4799, grad_norm: 4.0355 2020-08-05 08:02:05,592 - mmaction - INFO - Epoch [177][2980/3757] lr: 2.222e-02, eta: 2 days, 21:07:21, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7164, loss_cls: 2.3888, loss: 2.3888, grad_norm: 3.8578 2020-08-05 08:02:21,253 - mmaction - INFO - Epoch [177][3000/3757] lr: 2.222e-02, eta: 2 days, 21:07:02, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6984, loss_cls: 2.4218, loss: 2.4218, grad_norm: 3.8195 2020-08-05 08:02:37,066 - mmaction - INFO - Epoch [177][3020/3757] lr: 2.222e-02, eta: 2 days, 21:06:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7023, loss_cls: 2.4199, loss: 2.4199, grad_norm: 3.8667 2020-08-05 08:02:52,859 - mmaction - INFO - Epoch [177][3040/3757] lr: 2.222e-02, eta: 2 days, 21:06:26, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7055, loss_cls: 2.4006, loss: 2.4006, grad_norm: 3.8872 2020-08-05 08:03:08,543 - mmaction - INFO - Epoch [177][3060/3757] lr: 2.222e-02, eta: 2 days, 21:06:08, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7063, loss_cls: 2.3603, loss: 2.3603, grad_norm: 3.7215 2020-08-05 08:03:24,452 - mmaction - INFO - Epoch [177][3080/3757] lr: 2.222e-02, eta: 2 days, 21:05:50, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6969, loss_cls: 2.3870, loss: 2.3870, grad_norm: 3.8583 2020-08-05 08:03:40,205 - mmaction - INFO - Epoch [177][3100/3757] lr: 2.222e-02, eta: 2 days, 21:05:31, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7188, loss_cls: 2.3110, loss: 2.3110, grad_norm: 3.8088 2020-08-05 08:03:55,968 - mmaction - INFO - Epoch [177][3120/3757] lr: 2.222e-02, eta: 2 days, 21:05:13, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6789, loss_cls: 2.4248, loss: 2.4248, grad_norm: 3.8147 2020-08-05 08:04:11,780 - mmaction - INFO - Epoch [177][3140/3757] lr: 2.222e-02, eta: 2 days, 21:04:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7125, loss_cls: 2.3030, loss: 2.3030, grad_norm: 3.8961 2020-08-05 08:04:27,447 - mmaction - INFO - Epoch [177][3160/3757] lr: 2.222e-02, eta: 2 days, 21:04:36, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6695, loss_cls: 2.4997, loss: 2.4997, grad_norm: 3.9324 2020-08-05 08:04:43,271 - mmaction - INFO - Epoch [177][3180/3757] lr: 2.222e-02, eta: 2 days, 21:04:18, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7055, loss_cls: 2.3334, loss: 2.3334, grad_norm: 3.8423 2020-08-05 08:04:59,136 - mmaction - INFO - Epoch [177][3200/3757] lr: 2.222e-02, eta: 2 days, 21:04:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6844, loss_cls: 2.4794, loss: 2.4794, grad_norm: 3.9900 2020-08-05 08:05:14,965 - mmaction - INFO - Epoch [177][3220/3757] lr: 2.222e-02, eta: 2 days, 21:03:42, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7070, loss_cls: 2.3508, loss: 2.3508, grad_norm: 3.8017 2020-08-05 08:05:30,748 - mmaction - INFO - Epoch [177][3240/3757] lr: 2.222e-02, eta: 2 days, 21:03:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7109, loss_cls: 2.3367, loss: 2.3367, grad_norm: 3.8160 2020-08-05 08:05:46,509 - mmaction - INFO - Epoch [177][3260/3757] lr: 2.222e-02, eta: 2 days, 21:03:05, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6914, loss_cls: 2.3591, loss: 2.3591, grad_norm: 4.0313 2020-08-05 08:06:02,269 - mmaction - INFO - Epoch [177][3280/3757] lr: 2.222e-02, eta: 2 days, 21:02:47, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7422, loss_cls: 2.2312, loss: 2.2312, grad_norm: 3.9523 2020-08-05 08:06:18,013 - mmaction - INFO - Epoch [177][3300/3757] lr: 2.222e-02, eta: 2 days, 21:02:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7055, loss_cls: 2.3181, loss: 2.3181, grad_norm: 3.8912 2020-08-05 08:06:33,768 - mmaction - INFO - Epoch [177][3320/3757] lr: 2.222e-02, eta: 2 days, 21:02:10, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7070, loss_cls: 2.3807, loss: 2.3807, grad_norm: 3.8311 2020-08-05 08:06:49,562 - mmaction - INFO - Epoch [177][3340/3757] lr: 2.222e-02, eta: 2 days, 21:01:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7352, loss_cls: 2.2655, loss: 2.2655, grad_norm: 3.9000 2020-08-05 08:07:05,367 - mmaction - INFO - Epoch [177][3360/3757] lr: 2.222e-02, eta: 2 days, 21:01:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6953, loss_cls: 2.4181, loss: 2.4181, grad_norm: 3.8980 2020-08-05 08:07:21,137 - mmaction - INFO - Epoch [177][3380/3757] lr: 2.222e-02, eta: 2 days, 21:01:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6859, loss_cls: 2.4784, loss: 2.4784, grad_norm: 3.8655 2020-08-05 08:07:36,941 - mmaction - INFO - Epoch [177][3400/3757] lr: 2.222e-02, eta: 2 days, 21:00:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4359, top5_acc: 0.7109, loss_cls: 2.3932, loss: 2.3932, grad_norm: 3.9454 2020-08-05 08:07:52,699 - mmaction - INFO - Epoch [177][3420/3757] lr: 2.222e-02, eta: 2 days, 21:00:39, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7055, loss_cls: 2.2639, loss: 2.2639, grad_norm: 4.0051 2020-08-05 08:08:08,527 - mmaction - INFO - Epoch [177][3440/3757] lr: 2.222e-02, eta: 2 days, 21:00:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.3551, loss: 2.3551, grad_norm: 3.9839 2020-08-05 08:08:24,302 - mmaction - INFO - Epoch [177][3460/3757] lr: 2.222e-02, eta: 2 days, 21:00:03, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7047, loss_cls: 2.4151, loss: 2.4151, grad_norm: 3.9499 2020-08-05 08:08:40,066 - mmaction - INFO - Epoch [177][3480/3757] lr: 2.222e-02, eta: 2 days, 20:59:45, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6805, loss_cls: 2.5324, loss: 2.5324, grad_norm: 3.9913 2020-08-05 08:08:55,822 - mmaction - INFO - Epoch [177][3500/3757] lr: 2.222e-02, eta: 2 days, 20:59:26, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7188, loss_cls: 2.3719, loss: 2.3719, grad_norm: 3.9866 2020-08-05 08:09:11,701 - mmaction - INFO - Epoch [177][3520/3757] lr: 2.222e-02, eta: 2 days, 20:59:08, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7031, loss_cls: 2.4332, loss: 2.4332, grad_norm: 3.9932 2020-08-05 08:09:27,484 - mmaction - INFO - Epoch [177][3540/3757] lr: 2.222e-02, eta: 2 days, 20:58:50, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4305, top5_acc: 0.6898, loss_cls: 2.4997, loss: 2.4997, grad_norm: 3.9699 2020-08-05 08:09:43,329 - mmaction - INFO - Epoch [177][3560/3757] lr: 2.222e-02, eta: 2 days, 20:58:32, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6883, loss_cls: 2.4737, loss: 2.4737, grad_norm: 3.8657 2020-08-05 08:09:59,156 - mmaction - INFO - Epoch [177][3580/3757] lr: 2.222e-02, eta: 2 days, 20:58:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7070, loss_cls: 2.3308, loss: 2.3308, grad_norm: 3.8293 2020-08-05 08:10:14,969 - mmaction - INFO - Epoch [177][3600/3757] lr: 2.222e-02, eta: 2 days, 20:57:55, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4289, top5_acc: 0.6961, loss_cls: 2.4301, loss: 2.4301, grad_norm: 4.0335 2020-08-05 08:10:30,750 - mmaction - INFO - Epoch [177][3620/3757] lr: 2.222e-02, eta: 2 days, 20:57:37, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7070, loss_cls: 2.3519, loss: 2.3519, grad_norm: 3.7656 2020-08-05 08:10:46,578 - mmaction - INFO - Epoch [177][3640/3757] lr: 2.222e-02, eta: 2 days, 20:57:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6914, loss_cls: 2.4173, loss: 2.4173, grad_norm: 3.9149 2020-08-05 08:11:02,376 - mmaction - INFO - Epoch [177][3660/3757] lr: 2.222e-02, eta: 2 days, 20:57:01, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6922, loss_cls: 2.4571, loss: 2.4571, grad_norm: 3.9431 2020-08-05 08:11:18,114 - mmaction - INFO - Epoch [177][3680/3757] lr: 2.222e-02, eta: 2 days, 20:56:43, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6937, loss_cls: 2.4182, loss: 2.4182, grad_norm: 3.8755 2020-08-05 08:11:33,901 - mmaction - INFO - Epoch [177][3700/3757] lr: 2.222e-02, eta: 2 days, 20:56:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6992, loss_cls: 2.4238, loss: 2.4238, grad_norm: 3.9595 2020-08-05 08:11:49,744 - mmaction - INFO - Epoch [177][3720/3757] lr: 2.222e-02, eta: 2 days, 20:56:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7125, loss_cls: 2.3650, loss: 2.3650, grad_norm: 3.9015 2020-08-05 08:12:05,501 - mmaction - INFO - Epoch [177][3740/3757] lr: 2.222e-02, eta: 2 days, 20:55:48, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7156, loss_cls: 2.3121, loss: 2.3121, grad_norm: 3.8775 2020-08-05 08:16:28,375 - mmaction - INFO - Epoch [178][20/3757] lr: 2.171e-02, eta: 2 days, 21:00:27, time: 11.159, data_time: 10.215, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7047, loss_cls: 2.3685, loss: 2.3685, grad_norm: 3.8346 2020-08-05 08:16:44,101 - mmaction - INFO - Epoch [178][40/3757] lr: 2.171e-02, eta: 2 days, 21:00:09, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4477, top5_acc: 0.7156, loss_cls: 2.3741, loss: 2.3741, grad_norm: 3.9705 2020-08-05 08:16:59,974 - mmaction - INFO - Epoch [178][60/3757] lr: 2.171e-02, eta: 2 days, 20:59:50, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6844, loss_cls: 2.4423, loss: 2.4423, grad_norm: 3.9912 2020-08-05 08:17:15,790 - mmaction - INFO - Epoch [178][80/3757] lr: 2.171e-02, eta: 2 days, 20:59:32, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7133, loss_cls: 2.2840, loss: 2.2840, grad_norm: 3.8581 2020-08-05 08:17:31,668 - mmaction - INFO - Epoch [178][100/3757] lr: 2.171e-02, eta: 2 days, 20:59:14, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7305, loss_cls: 2.2522, loss: 2.2522, grad_norm: 3.8125 2020-08-05 08:17:47,489 - mmaction - INFO - Epoch [178][120/3757] lr: 2.171e-02, eta: 2 days, 20:58:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.6867, loss_cls: 2.3766, loss: 2.3766, grad_norm: 3.9159 2020-08-05 08:18:03,418 - mmaction - INFO - Epoch [178][140/3757] lr: 2.171e-02, eta: 2 days, 20:58:38, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4273, top5_acc: 0.6789, loss_cls: 2.4899, loss: 2.4899, grad_norm: 4.0247 2020-08-05 08:18:19,254 - mmaction - INFO - Epoch [178][160/3757] lr: 2.171e-02, eta: 2 days, 20:58:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7188, loss_cls: 2.3412, loss: 2.3412, grad_norm: 3.9370 2020-08-05 08:18:35,079 - mmaction - INFO - Epoch [178][180/3757] lr: 2.171e-02, eta: 2 days, 20:58:01, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7195, loss_cls: 2.3194, loss: 2.3194, grad_norm: 3.9278 2020-08-05 08:18:50,827 - mmaction - INFO - Epoch [178][200/3757] lr: 2.171e-02, eta: 2 days, 20:57:43, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6969, loss_cls: 2.3859, loss: 2.3859, grad_norm: 3.8940 2020-08-05 08:19:06,811 - mmaction - INFO - Epoch [178][220/3757] lr: 2.171e-02, eta: 2 days, 20:57:25, time: 0.799, data_time: 0.012, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7234, loss_cls: 2.2939, loss: 2.2939, grad_norm: 3.9658 2020-08-05 08:19:22,583 - mmaction - INFO - Epoch [178][240/3757] lr: 2.171e-02, eta: 2 days, 20:57:07, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7102, loss_cls: 2.3244, loss: 2.3244, grad_norm: 4.0269 2020-08-05 08:19:38,421 - mmaction - INFO - Epoch [178][260/3757] lr: 2.171e-02, eta: 2 days, 20:56:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6961, loss_cls: 2.3375, loss: 2.3375, grad_norm: 3.9729 2020-08-05 08:19:54,166 - mmaction - INFO - Epoch [178][280/3757] lr: 2.171e-02, eta: 2 days, 20:56:30, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7328, loss_cls: 2.2692, loss: 2.2692, grad_norm: 3.9114 2020-08-05 08:20:10,002 - mmaction - INFO - Epoch [178][300/3757] lr: 2.171e-02, eta: 2 days, 20:56:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7141, loss_cls: 2.3438, loss: 2.3438, grad_norm: 3.9606 2020-08-05 08:20:25,767 - mmaction - INFO - Epoch [178][320/3757] lr: 2.171e-02, eta: 2 days, 20:55:54, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7242, loss_cls: 2.2573, loss: 2.2573, grad_norm: 3.8182 2020-08-05 08:20:41,630 - mmaction - INFO - Epoch [178][340/3757] lr: 2.171e-02, eta: 2 days, 20:55:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6961, loss_cls: 2.4079, loss: 2.4079, grad_norm: 4.0402 2020-08-05 08:20:57,408 - mmaction - INFO - Epoch [178][360/3757] lr: 2.171e-02, eta: 2 days, 20:55:17, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7266, loss_cls: 2.2519, loss: 2.2519, grad_norm: 3.8982 2020-08-05 08:21:13,271 - mmaction - INFO - Epoch [178][380/3757] lr: 2.171e-02, eta: 2 days, 20:54:59, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7039, loss_cls: 2.3726, loss: 2.3726, grad_norm: 3.9537 2020-08-05 08:21:29,041 - mmaction - INFO - Epoch [178][400/3757] lr: 2.171e-02, eta: 2 days, 20:54:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7023, loss_cls: 2.3875, loss: 2.3875, grad_norm: 3.9353 2020-08-05 08:21:44,826 - mmaction - INFO - Epoch [178][420/3757] lr: 2.171e-02, eta: 2 days, 20:54:23, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7211, loss_cls: 2.2699, loss: 2.2699, grad_norm: 3.8752 2020-08-05 08:22:00,598 - mmaction - INFO - Epoch [178][440/3757] lr: 2.171e-02, eta: 2 days, 20:54:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7281, loss_cls: 2.2700, loss: 2.2700, grad_norm: 3.9923 2020-08-05 08:22:16,507 - mmaction - INFO - Epoch [178][460/3757] lr: 2.171e-02, eta: 2 days, 20:53:46, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7117, loss_cls: 2.2958, loss: 2.2958, grad_norm: 3.8617 2020-08-05 08:22:32,272 - mmaction - INFO - Epoch [178][480/3757] lr: 2.171e-02, eta: 2 days, 20:53:28, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7047, loss_cls: 2.3523, loss: 2.3523, grad_norm: 3.9378 2020-08-05 08:22:48,091 - mmaction - INFO - Epoch [178][500/3757] lr: 2.171e-02, eta: 2 days, 20:53:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7008, loss_cls: 2.3668, loss: 2.3668, grad_norm: 3.8894 2020-08-05 08:23:03,856 - mmaction - INFO - Epoch [178][520/3757] lr: 2.171e-02, eta: 2 days, 20:52:51, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7234, loss_cls: 2.2866, loss: 2.2866, grad_norm: 3.8320 2020-08-05 08:23:19,660 - mmaction - INFO - Epoch [178][540/3757] lr: 2.171e-02, eta: 2 days, 20:52:33, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7078, loss_cls: 2.3416, loss: 2.3416, grad_norm: 3.8538 2020-08-05 08:23:35,449 - mmaction - INFO - Epoch [178][560/3757] lr: 2.171e-02, eta: 2 days, 20:52:15, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7344, loss_cls: 2.2436, loss: 2.2436, grad_norm: 3.9673 2020-08-05 08:23:51,214 - mmaction - INFO - Epoch [178][580/3757] lr: 2.171e-02, eta: 2 days, 20:51:57, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7172, loss_cls: 2.3238, loss: 2.3238, grad_norm: 3.9946 2020-08-05 08:24:07,034 - mmaction - INFO - Epoch [178][600/3757] lr: 2.171e-02, eta: 2 days, 20:51:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7117, loss_cls: 2.3683, loss: 2.3683, grad_norm: 3.9546 2020-08-05 08:24:22,671 - mmaction - INFO - Epoch [178][620/3757] lr: 2.171e-02, eta: 2 days, 20:51:20, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6969, loss_cls: 2.3833, loss: 2.3833, grad_norm: 3.9123 2020-08-05 08:24:38,420 - mmaction - INFO - Epoch [178][640/3757] lr: 2.171e-02, eta: 2 days, 20:51:02, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.2915, loss: 2.2915, grad_norm: 3.8928 2020-08-05 08:24:54,313 - mmaction - INFO - Epoch [178][660/3757] lr: 2.171e-02, eta: 2 days, 20:50:43, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7133, loss_cls: 2.3274, loss: 2.3274, grad_norm: 3.8836 2020-08-05 08:25:10,138 - mmaction - INFO - Epoch [178][680/3757] lr: 2.171e-02, eta: 2 days, 20:50:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4391, top5_acc: 0.7117, loss_cls: 2.4182, loss: 2.4182, grad_norm: 3.9341 2020-08-05 08:25:25,955 - mmaction - INFO - Epoch [178][700/3757] lr: 2.171e-02, eta: 2 days, 20:50:07, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7055, loss_cls: 2.3343, loss: 2.3343, grad_norm: 3.9298 2020-08-05 08:25:41,737 - mmaction - INFO - Epoch [178][720/3757] lr: 2.171e-02, eta: 2 days, 20:49:49, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6984, loss_cls: 2.3580, loss: 2.3580, grad_norm: 3.9551 2020-08-05 08:25:57,554 - mmaction - INFO - Epoch [178][740/3757] lr: 2.171e-02, eta: 2 days, 20:49:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7211, loss_cls: 2.2832, loss: 2.2832, grad_norm: 3.9343 2020-08-05 08:26:13,328 - mmaction - INFO - Epoch [178][760/3757] lr: 2.171e-02, eta: 2 days, 20:49:12, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4703, top5_acc: 0.6914, loss_cls: 2.3756, loss: 2.3756, grad_norm: 3.9727 2020-08-05 08:26:29,119 - mmaction - INFO - Epoch [178][780/3757] lr: 2.171e-02, eta: 2 days, 20:48:54, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7203, loss_cls: 2.2754, loss: 2.2754, grad_norm: 3.9528 2020-08-05 08:26:44,931 - mmaction - INFO - Epoch [178][800/3757] lr: 2.171e-02, eta: 2 days, 20:48:36, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6984, loss_cls: 2.3291, loss: 2.3291, grad_norm: 3.9801 2020-08-05 08:27:00,683 - mmaction - INFO - Epoch [178][820/3757] lr: 2.171e-02, eta: 2 days, 20:48:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.6945, loss_cls: 2.4025, loss: 2.4025, grad_norm: 3.9194 2020-08-05 08:27:16,525 - mmaction - INFO - Epoch [178][840/3757] lr: 2.171e-02, eta: 2 days, 20:47:59, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6930, loss_cls: 2.4331, loss: 2.4331, grad_norm: 4.0174 2020-08-05 08:27:32,452 - mmaction - INFO - Epoch [178][860/3757] lr: 2.171e-02, eta: 2 days, 20:47:41, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7063, loss_cls: 2.2747, loss: 2.2747, grad_norm: 3.8335 2020-08-05 08:27:48,284 - mmaction - INFO - Epoch [178][880/3757] lr: 2.171e-02, eta: 2 days, 20:47:23, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7008, loss_cls: 2.4069, loss: 2.4069, grad_norm: 3.9074 2020-08-05 08:28:04,197 - mmaction - INFO - Epoch [178][900/3757] lr: 2.171e-02, eta: 2 days, 20:47:05, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7031, loss_cls: 2.3565, loss: 2.3565, grad_norm: 3.7900 2020-08-05 08:28:20,015 - mmaction - INFO - Epoch [178][920/3757] lr: 2.171e-02, eta: 2 days, 20:46:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7063, loss_cls: 2.3459, loss: 2.3459, grad_norm: 3.8854 2020-08-05 08:28:35,816 - mmaction - INFO - Epoch [178][940/3757] lr: 2.171e-02, eta: 2 days, 20:46:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6797, loss_cls: 2.4546, loss: 2.4546, grad_norm: 3.9940 2020-08-05 08:28:51,678 - mmaction - INFO - Epoch [178][960/3757] lr: 2.171e-02, eta: 2 days, 20:46:10, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7086, loss_cls: 2.3513, loss: 2.3513, grad_norm: 3.9476 2020-08-05 08:29:07,475 - mmaction - INFO - Epoch [178][980/3757] lr: 2.171e-02, eta: 2 days, 20:45:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7219, loss_cls: 2.3672, loss: 2.3672, grad_norm: 4.0040 2020-08-05 08:29:23,638 - mmaction - INFO - Epoch [178][1000/3757] lr: 2.171e-02, eta: 2 days, 20:45:35, time: 0.809, data_time: 0.023, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6867, loss_cls: 2.3939, loss: 2.3939, grad_norm: 4.0136 2020-08-05 08:29:39,739 - mmaction - INFO - Epoch [178][1020/3757] lr: 2.171e-02, eta: 2 days, 20:45:17, time: 0.805, data_time: 0.014, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6969, loss_cls: 2.4300, loss: 2.4300, grad_norm: 4.0108 2020-08-05 08:29:55,819 - mmaction - INFO - Epoch [178][1040/3757] lr: 2.171e-02, eta: 2 days, 20:44:59, time: 0.804, data_time: 0.020, memory: 6192, top1_acc: 0.4680, top5_acc: 0.6984, loss_cls: 2.3757, loss: 2.3757, grad_norm: 3.9833 2020-08-05 08:30:11,878 - mmaction - INFO - Epoch [178][1060/3757] lr: 2.171e-02, eta: 2 days, 20:44:41, time: 0.803, data_time: 0.017, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7039, loss_cls: 2.2813, loss: 2.2813, grad_norm: 3.7477 2020-08-05 08:30:27,625 - mmaction - INFO - Epoch [178][1080/3757] lr: 2.171e-02, eta: 2 days, 20:44:23, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7258, loss_cls: 2.2754, loss: 2.2754, grad_norm: 3.8914 2020-08-05 08:30:43,429 - mmaction - INFO - Epoch [178][1100/3757] lr: 2.171e-02, eta: 2 days, 20:44:05, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7188, loss_cls: 2.3027, loss: 2.3027, grad_norm: 3.9827 2020-08-05 08:30:59,282 - mmaction - INFO - Epoch [178][1120/3757] lr: 2.171e-02, eta: 2 days, 20:43:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.2106, loss: 2.2106, grad_norm: 3.8687 2020-08-05 08:31:15,049 - mmaction - INFO - Epoch [178][1140/3757] lr: 2.171e-02, eta: 2 days, 20:43:28, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7023, loss_cls: 2.3658, loss: 2.3658, grad_norm: 3.9167 2020-08-05 08:31:31,249 - mmaction - INFO - Epoch [178][1160/3757] lr: 2.171e-02, eta: 2 days, 20:43:11, time: 0.809, data_time: 0.024, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6805, loss_cls: 2.4688, loss: 2.4688, grad_norm: 4.0245 2020-08-05 08:31:47,455 - mmaction - INFO - Epoch [178][1180/3757] lr: 2.171e-02, eta: 2 days, 20:42:53, time: 0.811, data_time: 0.023, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7008, loss_cls: 2.4080, loss: 2.4080, grad_norm: 3.9656 2020-08-05 08:32:03,504 - mmaction - INFO - Epoch [178][1200/3757] lr: 2.171e-02, eta: 2 days, 20:42:35, time: 0.802, data_time: 0.015, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7273, loss_cls: 2.2544, loss: 2.2544, grad_norm: 3.9568 2020-08-05 08:32:19,335 - mmaction - INFO - Epoch [178][1220/3757] lr: 2.171e-02, eta: 2 days, 20:42:17, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6906, loss_cls: 2.4511, loss: 2.4511, grad_norm: 3.9392 2020-08-05 08:32:35,169 - mmaction - INFO - Epoch [178][1240/3757] lr: 2.171e-02, eta: 2 days, 20:41:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7000, loss_cls: 2.3817, loss: 2.3817, grad_norm: 3.9555 2020-08-05 08:32:51,026 - mmaction - INFO - Epoch [178][1260/3757] lr: 2.171e-02, eta: 2 days, 20:41:41, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7266, loss_cls: 2.3394, loss: 2.3394, grad_norm: 3.8870 2020-08-05 08:33:06,770 - mmaction - INFO - Epoch [178][1280/3757] lr: 2.171e-02, eta: 2 days, 20:41:22, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4703, top5_acc: 0.6922, loss_cls: 2.3640, loss: 2.3640, grad_norm: 3.7940 2020-08-05 08:33:22,560 - mmaction - INFO - Epoch [178][1300/3757] lr: 2.171e-02, eta: 2 days, 20:41:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7141, loss_cls: 2.3055, loss: 2.3055, grad_norm: 4.0002 2020-08-05 08:33:38,447 - mmaction - INFO - Epoch [178][1320/3757] lr: 2.171e-02, eta: 2 days, 20:40:46, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7172, loss_cls: 2.3454, loss: 2.3454, grad_norm: 3.9553 2020-08-05 08:33:54,259 - mmaction - INFO - Epoch [178][1340/3757] lr: 2.171e-02, eta: 2 days, 20:40:28, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7133, loss_cls: 2.3129, loss: 2.3129, grad_norm: 3.9684 2020-08-05 08:34:10,033 - mmaction - INFO - Epoch [178][1360/3757] lr: 2.171e-02, eta: 2 days, 20:40:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7141, loss_cls: 2.3267, loss: 2.3267, grad_norm: 4.0007 2020-08-05 08:34:25,799 - mmaction - INFO - Epoch [178][1380/3757] lr: 2.171e-02, eta: 2 days, 20:39:51, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7125, loss_cls: 2.3821, loss: 2.3821, grad_norm: 3.9616 2020-08-05 08:34:41,612 - mmaction - INFO - Epoch [178][1400/3757] lr: 2.171e-02, eta: 2 days, 20:39:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7047, loss_cls: 2.3729, loss: 2.3729, grad_norm: 3.9480 2020-08-05 08:34:57,424 - mmaction - INFO - Epoch [178][1420/3757] lr: 2.171e-02, eta: 2 days, 20:39:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6781, loss_cls: 2.4134, loss: 2.4134, grad_norm: 3.9556 2020-08-05 08:35:13,268 - mmaction - INFO - Epoch [178][1440/3757] lr: 2.171e-02, eta: 2 days, 20:38:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7047, loss_cls: 2.3406, loss: 2.3406, grad_norm: 3.8160 2020-08-05 08:35:29,079 - mmaction - INFO - Epoch [178][1460/3757] lr: 2.171e-02, eta: 2 days, 20:38:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.7000, loss_cls: 2.4461, loss: 2.4461, grad_norm: 3.9617 2020-08-05 08:35:44,881 - mmaction - INFO - Epoch [178][1480/3757] lr: 2.171e-02, eta: 2 days, 20:38:20, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7055, loss_cls: 2.3672, loss: 2.3672, grad_norm: 3.9283 2020-08-05 08:36:00,739 - mmaction - INFO - Epoch [178][1500/3757] lr: 2.171e-02, eta: 2 days, 20:38:02, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7289, loss_cls: 2.2359, loss: 2.2359, grad_norm: 3.8798 2020-08-05 08:36:16,527 - mmaction - INFO - Epoch [178][1520/3757] lr: 2.171e-02, eta: 2 days, 20:37:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7289, loss_cls: 2.2938, loss: 2.2938, grad_norm: 3.9669 2020-08-05 08:36:32,271 - mmaction - INFO - Epoch [178][1540/3757] lr: 2.171e-02, eta: 2 days, 20:37:26, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7438, loss_cls: 2.2160, loss: 2.2160, grad_norm: 3.9471 2020-08-05 08:36:48,110 - mmaction - INFO - Epoch [178][1560/3757] lr: 2.171e-02, eta: 2 days, 20:37:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7203, loss_cls: 2.3124, loss: 2.3124, grad_norm: 4.0098 2020-08-05 08:37:03,894 - mmaction - INFO - Epoch [178][1580/3757] lr: 2.171e-02, eta: 2 days, 20:36:49, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6922, loss_cls: 2.4661, loss: 2.4661, grad_norm: 3.9715 2020-08-05 08:37:19,688 - mmaction - INFO - Epoch [178][1600/3757] lr: 2.171e-02, eta: 2 days, 20:36:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.6945, loss_cls: 2.4188, loss: 2.4188, grad_norm: 4.0614 2020-08-05 08:37:35,567 - mmaction - INFO - Epoch [178][1620/3757] lr: 2.171e-02, eta: 2 days, 20:36:13, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4375, top5_acc: 0.6906, loss_cls: 2.4368, loss: 2.4368, grad_norm: 3.9343 2020-08-05 08:37:51,355 - mmaction - INFO - Epoch [178][1640/3757] lr: 2.171e-02, eta: 2 days, 20:35:55, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.6953, loss_cls: 2.3806, loss: 2.3806, grad_norm: 3.8263 2020-08-05 08:38:07,183 - mmaction - INFO - Epoch [178][1660/3757] lr: 2.171e-02, eta: 2 days, 20:35:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.3024, loss: 2.3024, grad_norm: 3.9230 2020-08-05 08:38:22,965 - mmaction - INFO - Epoch [178][1680/3757] lr: 2.171e-02, eta: 2 days, 20:35:18, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7234, loss_cls: 2.2453, loss: 2.2453, grad_norm: 3.8261 2020-08-05 08:38:38,771 - mmaction - INFO - Epoch [178][1700/3757] lr: 2.171e-02, eta: 2 days, 20:35:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7164, loss_cls: 2.2973, loss: 2.2973, grad_norm: 3.9803 2020-08-05 08:38:54,599 - mmaction - INFO - Epoch [178][1720/3757] lr: 2.171e-02, eta: 2 days, 20:34:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7117, loss_cls: 2.3250, loss: 2.3250, grad_norm: 3.9766 2020-08-05 08:39:10,352 - mmaction - INFO - Epoch [178][1740/3757] lr: 2.171e-02, eta: 2 days, 20:34:24, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7164, loss_cls: 2.3552, loss: 2.3552, grad_norm: 3.9952 2020-08-05 08:39:26,131 - mmaction - INFO - Epoch [178][1760/3757] lr: 2.171e-02, eta: 2 days, 20:34:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7156, loss_cls: 2.2970, loss: 2.2970, grad_norm: 4.0656 2020-08-05 08:39:41,917 - mmaction - INFO - Epoch [178][1780/3757] lr: 2.171e-02, eta: 2 days, 20:33:47, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7102, loss_cls: 2.3454, loss: 2.3454, grad_norm: 3.8871 2020-08-05 08:39:57,714 - mmaction - INFO - Epoch [178][1800/3757] lr: 2.171e-02, eta: 2 days, 20:33:29, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7047, loss_cls: 2.4052, loss: 2.4052, grad_norm: 4.0013 2020-08-05 08:40:13,476 - mmaction - INFO - Epoch [178][1820/3757] lr: 2.171e-02, eta: 2 days, 20:33:11, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7000, loss_cls: 2.4029, loss: 2.4029, grad_norm: 3.9908 2020-08-05 08:40:29,326 - mmaction - INFO - Epoch [178][1840/3757] lr: 2.171e-02, eta: 2 days, 20:32:53, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4813, top5_acc: 0.6922, loss_cls: 2.3197, loss: 2.3197, grad_norm: 3.9427 2020-08-05 08:40:45,136 - mmaction - INFO - Epoch [178][1860/3757] lr: 2.171e-02, eta: 2 days, 20:32:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7078, loss_cls: 2.3955, loss: 2.3955, grad_norm: 4.0375 2020-08-05 08:41:00,960 - mmaction - INFO - Epoch [178][1880/3757] lr: 2.171e-02, eta: 2 days, 20:32:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7172, loss_cls: 2.3128, loss: 2.3128, grad_norm: 3.8061 2020-08-05 08:41:16,730 - mmaction - INFO - Epoch [178][1900/3757] lr: 2.171e-02, eta: 2 days, 20:31:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7070, loss_cls: 2.3020, loss: 2.3020, grad_norm: 3.8654 2020-08-05 08:41:32,469 - mmaction - INFO - Epoch [178][1920/3757] lr: 2.171e-02, eta: 2 days, 20:31:40, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6961, loss_cls: 2.3910, loss: 2.3910, grad_norm: 3.9482 2020-08-05 08:41:48,268 - mmaction - INFO - Epoch [178][1940/3757] lr: 2.171e-02, eta: 2 days, 20:31:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7211, loss_cls: 2.3260, loss: 2.3260, grad_norm: 3.8519 2020-08-05 08:42:04,047 - mmaction - INFO - Epoch [178][1960/3757] lr: 2.171e-02, eta: 2 days, 20:31:03, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7055, loss_cls: 2.3579, loss: 2.3579, grad_norm: 3.9627 2020-08-05 08:42:19,881 - mmaction - INFO - Epoch [178][1980/3757] lr: 2.171e-02, eta: 2 days, 20:30:45, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.7039, loss_cls: 2.3823, loss: 2.3823, grad_norm: 4.0107 2020-08-05 08:42:35,791 - mmaction - INFO - Epoch [178][2000/3757] lr: 2.171e-02, eta: 2 days, 20:30:27, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.6984, loss_cls: 2.3738, loss: 2.3738, grad_norm: 3.9372 2020-08-05 08:42:51,675 - mmaction - INFO - Epoch [178][2020/3757] lr: 2.171e-02, eta: 2 days, 20:30:09, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7016, loss_cls: 2.3865, loss: 2.3865, grad_norm: 3.9620 2020-08-05 08:43:07,386 - mmaction - INFO - Epoch [178][2040/3757] lr: 2.171e-02, eta: 2 days, 20:29:51, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.2287, loss: 2.2287, grad_norm: 3.9320 2020-08-05 08:43:23,130 - mmaction - INFO - Epoch [178][2060/3757] lr: 2.171e-02, eta: 2 days, 20:29:32, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6977, loss_cls: 2.3373, loss: 2.3373, grad_norm: 4.0238 2020-08-05 08:43:38,921 - mmaction - INFO - Epoch [178][2080/3757] lr: 2.171e-02, eta: 2 days, 20:29:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7141, loss_cls: 2.3561, loss: 2.3561, grad_norm: 4.0142 2020-08-05 08:43:54,679 - mmaction - INFO - Epoch [178][2100/3757] lr: 2.171e-02, eta: 2 days, 20:28:56, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.7000, loss_cls: 2.4000, loss: 2.4000, grad_norm: 4.0115 2020-08-05 08:44:10,466 - mmaction - INFO - Epoch [178][2120/3757] lr: 2.171e-02, eta: 2 days, 20:28:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7039, loss_cls: 2.4107, loss: 2.4107, grad_norm: 3.9426 2020-08-05 08:44:26,225 - mmaction - INFO - Epoch [178][2140/3757] lr: 2.171e-02, eta: 2 days, 20:28:19, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6914, loss_cls: 2.4109, loss: 2.4109, grad_norm: 4.0267 2020-08-05 08:44:42,000 - mmaction - INFO - Epoch [178][2160/3757] lr: 2.171e-02, eta: 2 days, 20:28:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.4079, loss: 2.4079, grad_norm: 3.9738 2020-08-05 08:44:57,790 - mmaction - INFO - Epoch [178][2180/3757] lr: 2.171e-02, eta: 2 days, 20:27:43, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.7039, loss_cls: 2.3665, loss: 2.3665, grad_norm: 3.8744 2020-08-05 08:45:13,612 - mmaction - INFO - Epoch [178][2200/3757] lr: 2.171e-02, eta: 2 days, 20:27:25, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7055, loss_cls: 2.3408, loss: 2.3408, grad_norm: 3.9354 2020-08-05 08:45:29,442 - mmaction - INFO - Epoch [178][2220/3757] lr: 2.171e-02, eta: 2 days, 20:27:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7109, loss_cls: 2.3375, loss: 2.3375, grad_norm: 3.8723 2020-08-05 08:45:45,214 - mmaction - INFO - Epoch [178][2240/3757] lr: 2.171e-02, eta: 2 days, 20:26:48, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.6953, loss_cls: 2.4054, loss: 2.4054, grad_norm: 3.8759 2020-08-05 08:46:01,064 - mmaction - INFO - Epoch [178][2260/3757] lr: 2.171e-02, eta: 2 days, 20:26:30, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7070, loss_cls: 2.4323, loss: 2.4323, grad_norm: 3.9104 2020-08-05 08:46:16,771 - mmaction - INFO - Epoch [178][2280/3757] lr: 2.171e-02, eta: 2 days, 20:26:12, time: 0.785, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7016, loss_cls: 2.3651, loss: 2.3651, grad_norm: 3.8188 2020-08-05 08:46:32,531 - mmaction - INFO - Epoch [178][2300/3757] lr: 2.171e-02, eta: 2 days, 20:25:54, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4367, top5_acc: 0.6875, loss_cls: 2.4334, loss: 2.4334, grad_norm: 4.0075 2020-08-05 08:46:48,295 - mmaction - INFO - Epoch [178][2320/3757] lr: 2.171e-02, eta: 2 days, 20:25:35, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4359, top5_acc: 0.6984, loss_cls: 2.4564, loss: 2.4564, grad_norm: 4.0256 2020-08-05 08:47:04,101 - mmaction - INFO - Epoch [178][2340/3757] lr: 2.171e-02, eta: 2 days, 20:25:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7000, loss_cls: 2.4204, loss: 2.4204, grad_norm: 3.9568 2020-08-05 08:47:19,929 - mmaction - INFO - Epoch [178][2360/3757] lr: 2.171e-02, eta: 2 days, 20:24:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6883, loss_cls: 2.4622, loss: 2.4622, grad_norm: 3.9625 2020-08-05 08:47:35,682 - mmaction - INFO - Epoch [178][2380/3757] lr: 2.171e-02, eta: 2 days, 20:24:41, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7102, loss_cls: 2.3306, loss: 2.3306, grad_norm: 3.8076 2020-08-05 08:47:51,476 - mmaction - INFO - Epoch [178][2400/3757] lr: 2.171e-02, eta: 2 days, 20:24:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7281, loss_cls: 2.3259, loss: 2.3259, grad_norm: 3.8817 2020-08-05 08:48:07,236 - mmaction - INFO - Epoch [178][2420/3757] lr: 2.171e-02, eta: 2 days, 20:24:04, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6953, loss_cls: 2.4166, loss: 2.4166, grad_norm: 3.9924 2020-08-05 08:48:23,039 - mmaction - INFO - Epoch [178][2440/3757] lr: 2.171e-02, eta: 2 days, 20:23:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7070, loss_cls: 2.3995, loss: 2.3995, grad_norm: 3.9421 2020-08-05 08:48:38,839 - mmaction - INFO - Epoch [178][2460/3757] lr: 2.171e-02, eta: 2 days, 20:23:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.7203, loss_cls: 2.3562, loss: 2.3562, grad_norm: 3.9917 2020-08-05 08:48:54,673 - mmaction - INFO - Epoch [178][2480/3757] lr: 2.171e-02, eta: 2 days, 20:23:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6766, loss_cls: 2.4576, loss: 2.4576, grad_norm: 3.9875 2020-08-05 08:49:10,460 - mmaction - INFO - Epoch [178][2500/3757] lr: 2.171e-02, eta: 2 days, 20:22:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7031, loss_cls: 2.3985, loss: 2.3985, grad_norm: 4.0333 2020-08-05 08:49:26,285 - mmaction - INFO - Epoch [178][2520/3757] lr: 2.171e-02, eta: 2 days, 20:22:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7234, loss_cls: 2.3653, loss: 2.3653, grad_norm: 3.9617 2020-08-05 08:49:42,108 - mmaction - INFO - Epoch [178][2540/3757] lr: 2.171e-02, eta: 2 days, 20:22:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6984, loss_cls: 2.3912, loss: 2.3912, grad_norm: 3.8431 2020-08-05 08:49:57,914 - mmaction - INFO - Epoch [178][2560/3757] lr: 2.171e-02, eta: 2 days, 20:21:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7008, loss_cls: 2.3764, loss: 2.3764, grad_norm: 3.9764 2020-08-05 08:50:13,667 - mmaction - INFO - Epoch [178][2580/3757] lr: 2.171e-02, eta: 2 days, 20:21:39, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.6984, loss_cls: 2.3784, loss: 2.3784, grad_norm: 4.0769 2020-08-05 08:50:29,686 - mmaction - INFO - Epoch [178][2600/3757] lr: 2.171e-02, eta: 2 days, 20:21:21, time: 0.800, data_time: 0.011, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7164, loss_cls: 2.3310, loss: 2.3310, grad_norm: 3.8922 2020-08-05 08:50:45,481 - mmaction - INFO - Epoch [178][2620/3757] lr: 2.171e-02, eta: 2 days, 20:21:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6937, loss_cls: 2.4853, loss: 2.4853, grad_norm: 4.1297 2020-08-05 08:51:01,267 - mmaction - INFO - Epoch [178][2640/3757] lr: 2.171e-02, eta: 2 days, 20:20:44, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7203, loss_cls: 2.2799, loss: 2.2799, grad_norm: 3.8718 2020-08-05 08:51:17,073 - mmaction - INFO - Epoch [178][2660/3757] lr: 2.171e-02, eta: 2 days, 20:20:26, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7141, loss_cls: 2.3675, loss: 2.3675, grad_norm: 4.0200 2020-08-05 08:51:32,944 - mmaction - INFO - Epoch [178][2680/3757] lr: 2.171e-02, eta: 2 days, 20:20:08, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4313, top5_acc: 0.6828, loss_cls: 2.4614, loss: 2.4614, grad_norm: 4.0052 2020-08-05 08:51:48,686 - mmaction - INFO - Epoch [178][2700/3757] lr: 2.171e-02, eta: 2 days, 20:19:50, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6906, loss_cls: 2.4708, loss: 2.4708, grad_norm: 3.7660 2020-08-05 08:52:04,505 - mmaction - INFO - Epoch [178][2720/3757] lr: 2.171e-02, eta: 2 days, 20:19:32, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7125, loss_cls: 2.3450, loss: 2.3450, grad_norm: 3.8698 2020-08-05 08:52:20,290 - mmaction - INFO - Epoch [178][2740/3757] lr: 2.171e-02, eta: 2 days, 20:19:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7125, loss_cls: 2.3433, loss: 2.3433, grad_norm: 3.8540 2020-08-05 08:52:35,978 - mmaction - INFO - Epoch [178][2760/3757] lr: 2.171e-02, eta: 2 days, 20:18:55, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6922, loss_cls: 2.4503, loss: 2.4503, grad_norm: 4.0511 2020-08-05 08:52:51,837 - mmaction - INFO - Epoch [178][2780/3757] lr: 2.171e-02, eta: 2 days, 20:18:37, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7344, loss_cls: 2.2906, loss: 2.2906, grad_norm: 3.7878 2020-08-05 08:53:07,474 - mmaction - INFO - Epoch [178][2800/3757] lr: 2.171e-02, eta: 2 days, 20:18:19, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.3265, loss: 2.3265, grad_norm: 3.9452 2020-08-05 08:53:23,232 - mmaction - INFO - Epoch [178][2820/3757] lr: 2.171e-02, eta: 2 days, 20:18:00, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7133, loss_cls: 2.3771, loss: 2.3771, grad_norm: 4.0581 2020-08-05 08:53:39,050 - mmaction - INFO - Epoch [178][2840/3757] lr: 2.171e-02, eta: 2 days, 20:17:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7273, loss_cls: 2.2562, loss: 2.2562, grad_norm: 3.8731 2020-08-05 08:53:54,864 - mmaction - INFO - Epoch [178][2860/3757] lr: 2.171e-02, eta: 2 days, 20:17:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7078, loss_cls: 2.3444, loss: 2.3444, grad_norm: 3.9583 2020-08-05 08:54:10,723 - mmaction - INFO - Epoch [178][2880/3757] lr: 2.171e-02, eta: 2 days, 20:17:06, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7148, loss_cls: 2.3828, loss: 2.3828, grad_norm: 3.9635 2020-08-05 08:54:26,576 - mmaction - INFO - Epoch [178][2900/3757] lr: 2.171e-02, eta: 2 days, 20:16:48, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4688, top5_acc: 0.6922, loss_cls: 2.4145, loss: 2.4145, grad_norm: 3.9663 2020-08-05 08:54:42,367 - mmaction - INFO - Epoch [178][2920/3757] lr: 2.171e-02, eta: 2 days, 20:16:30, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4695, top5_acc: 0.6953, loss_cls: 2.3938, loss: 2.3938, grad_norm: 3.9373 2020-08-05 08:54:58,209 - mmaction - INFO - Epoch [178][2940/3757] lr: 2.171e-02, eta: 2 days, 20:16:11, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6977, loss_cls: 2.4172, loss: 2.4172, grad_norm: 3.9260 2020-08-05 08:55:14,079 - mmaction - INFO - Epoch [178][2960/3757] lr: 2.171e-02, eta: 2 days, 20:15:53, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7039, loss_cls: 2.3927, loss: 2.3927, grad_norm: 3.8714 2020-08-05 08:55:29,855 - mmaction - INFO - Epoch [178][2980/3757] lr: 2.171e-02, eta: 2 days, 20:15:35, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7203, loss_cls: 2.2797, loss: 2.2797, grad_norm: 3.8454 2020-08-05 08:55:45,601 - mmaction - INFO - Epoch [178][3000/3757] lr: 2.171e-02, eta: 2 days, 20:15:17, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7133, loss_cls: 2.2922, loss: 2.2922, grad_norm: 3.9005 2020-08-05 08:56:01,412 - mmaction - INFO - Epoch [178][3020/3757] lr: 2.171e-02, eta: 2 days, 20:14:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.6977, loss_cls: 2.3718, loss: 2.3718, grad_norm: 3.9157 2020-08-05 08:56:17,239 - mmaction - INFO - Epoch [178][3040/3757] lr: 2.171e-02, eta: 2 days, 20:14:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.6930, loss_cls: 2.3593, loss: 2.3593, grad_norm: 3.8472 2020-08-05 08:56:33,042 - mmaction - INFO - Epoch [178][3060/3757] lr: 2.171e-02, eta: 2 days, 20:14:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6977, loss_cls: 2.4499, loss: 2.4499, grad_norm: 4.0035 2020-08-05 08:56:48,841 - mmaction - INFO - Epoch [178][3080/3757] lr: 2.171e-02, eta: 2 days, 20:14:04, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7047, loss_cls: 2.3184, loss: 2.3184, grad_norm: 3.8586 2020-08-05 08:57:04,710 - mmaction - INFO - Epoch [178][3100/3757] lr: 2.171e-02, eta: 2 days, 20:13:46, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7055, loss_cls: 2.3698, loss: 2.3698, grad_norm: 3.9163 2020-08-05 08:57:20,572 - mmaction - INFO - Epoch [178][3120/3757] lr: 2.171e-02, eta: 2 days, 20:13:28, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.7031, loss_cls: 2.4299, loss: 2.4299, grad_norm: 3.9500 2020-08-05 08:57:36,436 - mmaction - INFO - Epoch [178][3140/3757] lr: 2.171e-02, eta: 2 days, 20:13:10, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7117, loss_cls: 2.3636, loss: 2.3636, grad_norm: 3.9701 2020-08-05 08:57:52,224 - mmaction - INFO - Epoch [178][3160/3757] lr: 2.171e-02, eta: 2 days, 20:12:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7234, loss_cls: 2.2783, loss: 2.2783, grad_norm: 3.9476 2020-08-05 08:58:08,028 - mmaction - INFO - Epoch [178][3180/3757] lr: 2.171e-02, eta: 2 days, 20:12:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7070, loss_cls: 2.3558, loss: 2.3558, grad_norm: 3.9917 2020-08-05 08:58:23,855 - mmaction - INFO - Epoch [178][3200/3757] lr: 2.171e-02, eta: 2 days, 20:12:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7016, loss_cls: 2.4422, loss: 2.4422, grad_norm: 4.0622 2020-08-05 08:58:39,660 - mmaction - INFO - Epoch [178][3220/3757] lr: 2.171e-02, eta: 2 days, 20:11:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7023, loss_cls: 2.3733, loss: 2.3733, grad_norm: 3.9626 2020-08-05 08:58:55,491 - mmaction - INFO - Epoch [178][3240/3757] lr: 2.171e-02, eta: 2 days, 20:11:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.7039, loss_cls: 2.4453, loss: 2.4453, grad_norm: 4.0862 2020-08-05 08:59:11,350 - mmaction - INFO - Epoch [178][3260/3757] lr: 2.171e-02, eta: 2 days, 20:11:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6977, loss_cls: 2.4545, loss: 2.4545, grad_norm: 4.0648 2020-08-05 08:59:27,136 - mmaction - INFO - Epoch [178][3280/3757] lr: 2.171e-02, eta: 2 days, 20:11:03, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7156, loss_cls: 2.3887, loss: 2.3887, grad_norm: 3.8560 2020-08-05 08:59:42,946 - mmaction - INFO - Epoch [178][3300/3757] lr: 2.171e-02, eta: 2 days, 20:10:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7133, loss_cls: 2.3651, loss: 2.3651, grad_norm: 3.9542 2020-08-05 08:59:58,757 - mmaction - INFO - Epoch [178][3320/3757] lr: 2.171e-02, eta: 2 days, 20:10:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7102, loss_cls: 2.3347, loss: 2.3347, grad_norm: 3.8682 2020-08-05 09:00:19,253 - mmaction - INFO - Epoch [178][3340/3757] lr: 2.171e-02, eta: 2 days, 20:10:15, time: 1.014, data_time: 0.006, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7156, loss_cls: 2.3211, loss: 2.3211, grad_norm: 3.9685 2020-08-05 09:00:35,395 - mmaction - INFO - Epoch [178][3360/3757] lr: 2.171e-02, eta: 2 days, 20:09:58, time: 0.818, data_time: 0.026, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6984, loss_cls: 2.3725, loss: 2.3725, grad_norm: 3.9499 2020-08-05 09:00:51,237 - mmaction - INFO - Epoch [178][3380/3757] lr: 2.171e-02, eta: 2 days, 20:09:40, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7102, loss_cls: 2.4083, loss: 2.4083, grad_norm: 3.9947 2020-08-05 09:01:07,040 - mmaction - INFO - Epoch [178][3400/3757] lr: 2.171e-02, eta: 2 days, 20:09:22, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.3302, loss: 2.3302, grad_norm: 3.8227 2020-08-05 09:01:22,842 - mmaction - INFO - Epoch [178][3420/3757] lr: 2.171e-02, eta: 2 days, 20:09:04, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6969, loss_cls: 2.4363, loss: 2.4363, grad_norm: 3.9930 2020-08-05 09:01:38,684 - mmaction - INFO - Epoch [178][3440/3757] lr: 2.171e-02, eta: 2 days, 20:08:46, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.6836, loss_cls: 2.4153, loss: 2.4153, grad_norm: 3.7866 2020-08-05 09:01:54,445 - mmaction - INFO - Epoch [178][3460/3757] lr: 2.171e-02, eta: 2 days, 20:08:27, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.2752, loss: 2.2752, grad_norm: 3.7732 2020-08-05 09:02:10,182 - mmaction - INFO - Epoch [178][3480/3757] lr: 2.171e-02, eta: 2 days, 20:08:09, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7188, loss_cls: 2.3360, loss: 2.3360, grad_norm: 3.9594 2020-08-05 09:02:25,972 - mmaction - INFO - Epoch [178][3500/3757] lr: 2.171e-02, eta: 2 days, 20:07:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7156, loss_cls: 2.3342, loss: 2.3342, grad_norm: 3.7549 2020-08-05 09:02:41,771 - mmaction - INFO - Epoch [178][3520/3757] lr: 2.171e-02, eta: 2 days, 20:07:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7102, loss_cls: 2.3863, loss: 2.3863, grad_norm: 3.9620 2020-08-05 09:02:57,563 - mmaction - INFO - Epoch [178][3540/3757] lr: 2.171e-02, eta: 2 days, 20:07:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7000, loss_cls: 2.3743, loss: 2.3743, grad_norm: 3.8400 2020-08-05 09:03:13,391 - mmaction - INFO - Epoch [178][3560/3757] lr: 2.171e-02, eta: 2 days, 20:06:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7016, loss_cls: 2.3910, loss: 2.3910, grad_norm: 3.9865 2020-08-05 09:03:29,246 - mmaction - INFO - Epoch [178][3580/3757] lr: 2.171e-02, eta: 2 days, 20:06:38, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.6914, loss_cls: 2.4222, loss: 2.4222, grad_norm: 3.9385 2020-08-05 09:03:45,057 - mmaction - INFO - Epoch [178][3600/3757] lr: 2.171e-02, eta: 2 days, 20:06:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6922, loss_cls: 2.4253, loss: 2.4253, grad_norm: 3.9559 2020-08-05 09:04:00,883 - mmaction - INFO - Epoch [178][3620/3757] lr: 2.171e-02, eta: 2 days, 20:06:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6937, loss_cls: 2.4253, loss: 2.4253, grad_norm: 3.9808 2020-08-05 09:04:16,611 - mmaction - INFO - Epoch [178][3640/3757] lr: 2.171e-02, eta: 2 days, 20:05:44, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7047, loss_cls: 2.3944, loss: 2.3944, grad_norm: 3.9598 2020-08-05 09:04:32,356 - mmaction - INFO - Epoch [178][3660/3757] lr: 2.171e-02, eta: 2 days, 20:05:26, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7000, loss_cls: 2.3569, loss: 2.3569, grad_norm: 3.9437 2020-08-05 09:04:48,166 - mmaction - INFO - Epoch [178][3680/3757] lr: 2.171e-02, eta: 2 days, 20:05:07, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4406, top5_acc: 0.6930, loss_cls: 2.4440, loss: 2.4440, grad_norm: 3.9434 2020-08-05 09:05:04,010 - mmaction - INFO - Epoch [178][3700/3757] lr: 2.171e-02, eta: 2 days, 20:04:49, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6961, loss_cls: 2.4051, loss: 2.4051, grad_norm: 3.9363 2020-08-05 09:05:19,697 - mmaction - INFO - Epoch [178][3720/3757] lr: 2.171e-02, eta: 2 days, 20:04:31, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7094, loss_cls: 2.3281, loss: 2.3281, grad_norm: 3.9430 2020-08-05 09:05:35,471 - mmaction - INFO - Epoch [178][3740/3757] lr: 2.171e-02, eta: 2 days, 20:04:13, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4398, top5_acc: 0.7039, loss_cls: 2.4575, loss: 2.4575, grad_norm: 3.9460 2020-08-05 09:10:08,751 - mmaction - INFO - Epoch [179][20/3757] lr: 2.121e-02, eta: 2 days, 20:08:47, time: 11.321, data_time: 10.483, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7133, loss_cls: 2.3492, loss: 2.3492, grad_norm: 3.8862 2020-08-05 09:10:24,510 - mmaction - INFO - Epoch [179][40/3757] lr: 2.121e-02, eta: 2 days, 20:08:28, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7297, loss_cls: 2.1880, loss: 2.1880, grad_norm: 3.9534 2020-08-05 09:10:40,275 - mmaction - INFO - Epoch [179][60/3757] lr: 2.121e-02, eta: 2 days, 20:08:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.6813, loss_cls: 2.3972, loss: 2.3972, grad_norm: 3.8877 2020-08-05 09:10:56,064 - mmaction - INFO - Epoch [179][80/3757] lr: 2.121e-02, eta: 2 days, 20:07:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7117, loss_cls: 2.4017, loss: 2.4017, grad_norm: 3.8869 2020-08-05 09:11:11,891 - mmaction - INFO - Epoch [179][100/3757] lr: 2.121e-02, eta: 2 days, 20:07:34, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7117, loss_cls: 2.3119, loss: 2.3119, grad_norm: 3.9010 2020-08-05 09:11:27,806 - mmaction - INFO - Epoch [179][120/3757] lr: 2.121e-02, eta: 2 days, 20:07:16, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6898, loss_cls: 2.4810, loss: 2.4810, grad_norm: 3.9722 2020-08-05 09:11:43,681 - mmaction - INFO - Epoch [179][140/3757] lr: 2.121e-02, eta: 2 days, 20:06:58, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7156, loss_cls: 2.4038, loss: 2.4038, grad_norm: 3.8674 2020-08-05 09:11:59,463 - mmaction - INFO - Epoch [179][160/3757] lr: 2.121e-02, eta: 2 days, 20:06:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7188, loss_cls: 2.3078, loss: 2.3078, grad_norm: 3.9883 2020-08-05 09:12:15,371 - mmaction - INFO - Epoch [179][180/3757] lr: 2.121e-02, eta: 2 days, 20:06:21, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6875, loss_cls: 2.4661, loss: 2.4661, grad_norm: 3.9778 2020-08-05 09:12:31,125 - mmaction - INFO - Epoch [179][200/3757] lr: 2.121e-02, eta: 2 days, 20:06:03, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7070, loss_cls: 2.3601, loss: 2.3601, grad_norm: 3.8102 2020-08-05 09:12:46,880 - mmaction - INFO - Epoch [179][220/3757] lr: 2.121e-02, eta: 2 days, 20:05:45, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7172, loss_cls: 2.3578, loss: 2.3578, grad_norm: 3.9025 2020-08-05 09:13:02,729 - mmaction - INFO - Epoch [179][240/3757] lr: 2.121e-02, eta: 2 days, 20:05:27, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.3775, loss: 2.3775, grad_norm: 3.9991 2020-08-05 09:13:18,536 - mmaction - INFO - Epoch [179][260/3757] lr: 2.121e-02, eta: 2 days, 20:05:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7141, loss_cls: 2.2713, loss: 2.2713, grad_norm: 3.9708 2020-08-05 09:13:34,902 - mmaction - INFO - Epoch [179][280/3757] lr: 2.121e-02, eta: 2 days, 20:04:51, time: 0.818, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.6937, loss_cls: 2.3728, loss: 2.3728, grad_norm: 3.9778 2020-08-05 09:13:50,776 - mmaction - INFO - Epoch [179][300/3757] lr: 2.121e-02, eta: 2 days, 20:04:33, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.7000, loss_cls: 2.2932, loss: 2.2932, grad_norm: 4.0016 2020-08-05 09:14:06,575 - mmaction - INFO - Epoch [179][320/3757] lr: 2.121e-02, eta: 2 days, 20:04:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7039, loss_cls: 2.3753, loss: 2.3753, grad_norm: 4.0972 2020-08-05 09:14:22,379 - mmaction - INFO - Epoch [179][340/3757] lr: 2.121e-02, eta: 2 days, 20:03:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7141, loss_cls: 2.3172, loss: 2.3172, grad_norm: 3.8811 2020-08-05 09:14:38,149 - mmaction - INFO - Epoch [179][360/3757] lr: 2.121e-02, eta: 2 days, 20:03:38, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7211, loss_cls: 2.2911, loss: 2.2911, grad_norm: 3.9767 2020-08-05 09:14:54,028 - mmaction - INFO - Epoch [179][380/3757] lr: 2.121e-02, eta: 2 days, 20:03:20, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3125, loss: 2.3125, grad_norm: 3.9778 2020-08-05 09:15:09,862 - mmaction - INFO - Epoch [179][400/3757] lr: 2.121e-02, eta: 2 days, 20:03:02, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7094, loss_cls: 2.3558, loss: 2.3558, grad_norm: 3.9456 2020-08-05 09:15:25,732 - mmaction - INFO - Epoch [179][420/3757] lr: 2.121e-02, eta: 2 days, 20:02:44, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7063, loss_cls: 2.3296, loss: 2.3296, grad_norm: 3.8380 2020-08-05 09:15:41,554 - mmaction - INFO - Epoch [179][440/3757] lr: 2.121e-02, eta: 2 days, 20:02:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7227, loss_cls: 2.2651, loss: 2.2651, grad_norm: 3.8594 2020-08-05 09:15:57,404 - mmaction - INFO - Epoch [179][460/3757] lr: 2.121e-02, eta: 2 days, 20:02:08, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7242, loss_cls: 2.2840, loss: 2.2840, grad_norm: 3.8865 2020-08-05 09:16:13,247 - mmaction - INFO - Epoch [179][480/3757] lr: 2.121e-02, eta: 2 days, 20:01:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7023, loss_cls: 2.3982, loss: 2.3982, grad_norm: 4.0618 2020-08-05 09:16:29,118 - mmaction - INFO - Epoch [179][500/3757] lr: 2.121e-02, eta: 2 days, 20:01:31, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7195, loss_cls: 2.2983, loss: 2.2983, grad_norm: 4.0815 2020-08-05 09:16:44,811 - mmaction - INFO - Epoch [179][520/3757] lr: 2.121e-02, eta: 2 days, 20:01:13, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7242, loss_cls: 2.3043, loss: 2.3043, grad_norm: 3.9915 2020-08-05 09:17:00,705 - mmaction - INFO - Epoch [179][540/3757] lr: 2.121e-02, eta: 2 days, 20:00:55, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.6945, loss_cls: 2.3657, loss: 2.3657, grad_norm: 3.9027 2020-08-05 09:17:16,666 - mmaction - INFO - Epoch [179][560/3757] lr: 2.121e-02, eta: 2 days, 20:00:37, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7266, loss_cls: 2.2948, loss: 2.2948, grad_norm: 4.0184 2020-08-05 09:17:32,401 - mmaction - INFO - Epoch [179][580/3757] lr: 2.121e-02, eta: 2 days, 20:00:19, time: 0.787, data_time: 0.000, memory: 6192, top1_acc: 0.4633, top5_acc: 0.6922, loss_cls: 2.3862, loss: 2.3862, grad_norm: 4.0892 2020-08-05 09:17:48,242 - mmaction - INFO - Epoch [179][600/3757] lr: 2.121e-02, eta: 2 days, 20:00:01, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7242, loss_cls: 2.2725, loss: 2.2725, grad_norm: 4.1835 2020-08-05 09:18:04,063 - mmaction - INFO - Epoch [179][620/3757] lr: 2.121e-02, eta: 2 days, 19:59:42, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6813, loss_cls: 2.4705, loss: 2.4705, grad_norm: 3.9825 2020-08-05 09:18:19,916 - mmaction - INFO - Epoch [179][640/3757] lr: 2.121e-02, eta: 2 days, 19:59:24, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7047, loss_cls: 2.3640, loss: 2.3640, grad_norm: 4.0246 2020-08-05 09:18:35,695 - mmaction - INFO - Epoch [179][660/3757] lr: 2.121e-02, eta: 2 days, 19:59:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7180, loss_cls: 2.3312, loss: 2.3312, grad_norm: 3.9936 2020-08-05 09:18:51,600 - mmaction - INFO - Epoch [179][680/3757] lr: 2.121e-02, eta: 2 days, 19:58:48, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7086, loss_cls: 2.3996, loss: 2.3996, grad_norm: 3.9217 2020-08-05 09:19:07,352 - mmaction - INFO - Epoch [179][700/3757] lr: 2.121e-02, eta: 2 days, 19:58:30, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7242, loss_cls: 2.2547, loss: 2.2547, grad_norm: 4.0951 2020-08-05 09:19:23,196 - mmaction - INFO - Epoch [179][720/3757] lr: 2.121e-02, eta: 2 days, 19:58:12, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7094, loss_cls: 2.2989, loss: 2.2989, grad_norm: 3.9435 2020-08-05 09:19:39,048 - mmaction - INFO - Epoch [179][740/3757] lr: 2.121e-02, eta: 2 days, 19:57:54, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7234, loss_cls: 2.2882, loss: 2.2882, grad_norm: 3.8987 2020-08-05 09:19:54,907 - mmaction - INFO - Epoch [179][760/3757] lr: 2.121e-02, eta: 2 days, 19:57:35, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7047, loss_cls: 2.3924, loss: 2.3924, grad_norm: 3.9525 2020-08-05 09:20:10,740 - mmaction - INFO - Epoch [179][780/3757] lr: 2.121e-02, eta: 2 days, 19:57:17, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7086, loss_cls: 2.4204, loss: 2.4204, grad_norm: 3.9314 2020-08-05 09:20:26,551 - mmaction - INFO - Epoch [179][800/3757] lr: 2.121e-02, eta: 2 days, 19:56:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7031, loss_cls: 2.3666, loss: 2.3666, grad_norm: 3.8601 2020-08-05 09:20:42,348 - mmaction - INFO - Epoch [179][820/3757] lr: 2.121e-02, eta: 2 days, 19:56:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.3506, loss: 2.3506, grad_norm: 3.9892 2020-08-05 09:20:58,133 - mmaction - INFO - Epoch [179][840/3757] lr: 2.121e-02, eta: 2 days, 19:56:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7258, loss_cls: 2.2562, loss: 2.2562, grad_norm: 3.9028 2020-08-05 09:21:13,968 - mmaction - INFO - Epoch [179][860/3757] lr: 2.121e-02, eta: 2 days, 19:56:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7281, loss_cls: 2.2367, loss: 2.2367, grad_norm: 3.9072 2020-08-05 09:21:29,795 - mmaction - INFO - Epoch [179][880/3757] lr: 2.121e-02, eta: 2 days, 19:55:46, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.2922, loss: 2.2922, grad_norm: 3.9959 2020-08-05 09:21:45,591 - mmaction - INFO - Epoch [179][900/3757] lr: 2.121e-02, eta: 2 days, 19:55:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7273, loss_cls: 2.2131, loss: 2.2131, grad_norm: 3.8525 2020-08-05 09:22:01,472 - mmaction - INFO - Epoch [179][920/3757] lr: 2.121e-02, eta: 2 days, 19:55:10, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7156, loss_cls: 2.3318, loss: 2.3318, grad_norm: 4.0648 2020-08-05 09:22:17,266 - mmaction - INFO - Epoch [179][940/3757] lr: 2.121e-02, eta: 2 days, 19:54:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6977, loss_cls: 2.3692, loss: 2.3692, grad_norm: 4.0061 2020-08-05 09:22:33,062 - mmaction - INFO - Epoch [179][960/3757] lr: 2.121e-02, eta: 2 days, 19:54:34, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7234, loss_cls: 2.3041, loss: 2.3041, grad_norm: 4.0778 2020-08-05 09:22:48,957 - mmaction - INFO - Epoch [179][980/3757] lr: 2.121e-02, eta: 2 days, 19:54:16, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7242, loss_cls: 2.2653, loss: 2.2653, grad_norm: 3.9344 2020-08-05 09:23:04,790 - mmaction - INFO - Epoch [179][1000/3757] lr: 2.121e-02, eta: 2 days, 19:53:58, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7445, loss_cls: 2.1953, loss: 2.1953, grad_norm: 3.8289 2020-08-05 09:23:20,651 - mmaction - INFO - Epoch [179][1020/3757] lr: 2.121e-02, eta: 2 days, 19:53:39, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7047, loss_cls: 2.3852, loss: 2.3852, grad_norm: 4.0066 2020-08-05 09:23:36,376 - mmaction - INFO - Epoch [179][1040/3757] lr: 2.121e-02, eta: 2 days, 19:53:21, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7086, loss_cls: 2.3221, loss: 2.3221, grad_norm: 3.9512 2020-08-05 09:23:52,197 - mmaction - INFO - Epoch [179][1060/3757] lr: 2.121e-02, eta: 2 days, 19:53:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7258, loss_cls: 2.2773, loss: 2.2773, grad_norm: 3.9782 2020-08-05 09:24:08,048 - mmaction - INFO - Epoch [179][1080/3757] lr: 2.121e-02, eta: 2 days, 19:52:45, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7055, loss_cls: 2.4028, loss: 2.4028, grad_norm: 3.9696 2020-08-05 09:24:23,846 - mmaction - INFO - Epoch [179][1100/3757] lr: 2.121e-02, eta: 2 days, 19:52:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6953, loss_cls: 2.4137, loss: 2.4137, grad_norm: 3.9974 2020-08-05 09:24:39,611 - mmaction - INFO - Epoch [179][1120/3757] lr: 2.121e-02, eta: 2 days, 19:52:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7188, loss_cls: 2.3804, loss: 2.3804, grad_norm: 3.8544 2020-08-05 09:24:55,486 - mmaction - INFO - Epoch [179][1140/3757] lr: 2.121e-02, eta: 2 days, 19:51:50, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4688, top5_acc: 0.6891, loss_cls: 2.3918, loss: 2.3918, grad_norm: 4.0470 2020-08-05 09:25:11,316 - mmaction - INFO - Epoch [179][1160/3757] lr: 2.121e-02, eta: 2 days, 19:51:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6883, loss_cls: 2.4209, loss: 2.4209, grad_norm: 4.0213 2020-08-05 09:25:27,125 - mmaction - INFO - Epoch [179][1180/3757] lr: 2.121e-02, eta: 2 days, 19:51:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4477, top5_acc: 0.7016, loss_cls: 2.4734, loss: 2.4734, grad_norm: 4.0215 2020-08-05 09:25:43,031 - mmaction - INFO - Epoch [179][1200/3757] lr: 2.121e-02, eta: 2 days, 19:50:56, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7258, loss_cls: 2.2758, loss: 2.2758, grad_norm: 4.0573 2020-08-05 09:25:58,888 - mmaction - INFO - Epoch [179][1220/3757] lr: 2.121e-02, eta: 2 days, 19:50:38, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7148, loss_cls: 2.2863, loss: 2.2863, grad_norm: 3.9889 2020-08-05 09:26:14,701 - mmaction - INFO - Epoch [179][1240/3757] lr: 2.121e-02, eta: 2 days, 19:50:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.7078, loss_cls: 2.3115, loss: 2.3115, grad_norm: 4.0422 2020-08-05 09:26:30,444 - mmaction - INFO - Epoch [179][1260/3757] lr: 2.121e-02, eta: 2 days, 19:50:01, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7398, loss_cls: 2.2256, loss: 2.2256, grad_norm: 3.9744 2020-08-05 09:26:46,249 - mmaction - INFO - Epoch [179][1280/3757] lr: 2.121e-02, eta: 2 days, 19:49:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6844, loss_cls: 2.4790, loss: 2.4790, grad_norm: 3.9839 2020-08-05 09:27:02,049 - mmaction - INFO - Epoch [179][1300/3757] lr: 2.121e-02, eta: 2 days, 19:49:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7148, loss_cls: 2.3498, loss: 2.3498, grad_norm: 3.9289 2020-08-05 09:27:18,214 - mmaction - INFO - Epoch [179][1320/3757] lr: 2.121e-02, eta: 2 days, 19:49:07, time: 0.808, data_time: 0.023, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7203, loss_cls: 2.2750, loss: 2.2750, grad_norm: 3.9400 2020-08-05 09:27:34,256 - mmaction - INFO - Epoch [179][1340/3757] lr: 2.121e-02, eta: 2 days, 19:48:50, time: 0.803, data_time: 0.016, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7141, loss_cls: 2.3522, loss: 2.3522, grad_norm: 3.8995 2020-08-05 09:27:50,528 - mmaction - INFO - Epoch [179][1360/3757] lr: 2.121e-02, eta: 2 days, 19:48:32, time: 0.814, data_time: 0.023, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7328, loss_cls: 2.2447, loss: 2.2447, grad_norm: 3.9817 2020-08-05 09:28:06,356 - mmaction - INFO - Epoch [179][1380/3757] lr: 2.121e-02, eta: 2 days, 19:48:14, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7148, loss_cls: 2.2423, loss: 2.2423, grad_norm: 3.9478 2020-08-05 09:28:22,154 - mmaction - INFO - Epoch [179][1400/3757] lr: 2.121e-02, eta: 2 days, 19:47:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7117, loss_cls: 2.3604, loss: 2.3604, grad_norm: 4.1204 2020-08-05 09:28:37,969 - mmaction - INFO - Epoch [179][1420/3757] lr: 2.121e-02, eta: 2 days, 19:47:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6883, loss_cls: 2.4566, loss: 2.4566, grad_norm: 3.9425 2020-08-05 09:28:53,733 - mmaction - INFO - Epoch [179][1440/3757] lr: 2.121e-02, eta: 2 days, 19:47:19, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7234, loss_cls: 2.2879, loss: 2.2879, grad_norm: 3.9308 2020-08-05 09:29:09,516 - mmaction - INFO - Epoch [179][1460/3757] lr: 2.121e-02, eta: 2 days, 19:47:01, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7141, loss_cls: 2.3400, loss: 2.3400, grad_norm: 4.0060 2020-08-05 09:29:25,696 - mmaction - INFO - Epoch [179][1480/3757] lr: 2.121e-02, eta: 2 days, 19:46:44, time: 0.808, data_time: 0.023, memory: 6192, top1_acc: 0.4492, top5_acc: 0.6992, loss_cls: 2.4259, loss: 2.4259, grad_norm: 4.0800 2020-08-05 09:29:41,722 - mmaction - INFO - Epoch [179][1500/3757] lr: 2.121e-02, eta: 2 days, 19:46:26, time: 0.802, data_time: 0.015, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7055, loss_cls: 2.3924, loss: 2.3924, grad_norm: 3.8999 2020-08-05 09:29:57,866 - mmaction - INFO - Epoch [179][1520/3757] lr: 2.121e-02, eta: 2 days, 19:46:08, time: 0.806, data_time: 0.023, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7125, loss_cls: 2.3344, loss: 2.3344, grad_norm: 4.0149 2020-08-05 09:30:13,965 - mmaction - INFO - Epoch [179][1540/3757] lr: 2.121e-02, eta: 2 days, 19:45:50, time: 0.805, data_time: 0.019, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7063, loss_cls: 2.3527, loss: 2.3527, grad_norm: 3.9804 2020-08-05 09:30:29,722 - mmaction - INFO - Epoch [179][1560/3757] lr: 2.121e-02, eta: 2 days, 19:45:32, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7039, loss_cls: 2.3435, loss: 2.3435, grad_norm: 3.9770 2020-08-05 09:30:45,506 - mmaction - INFO - Epoch [179][1580/3757] lr: 2.121e-02, eta: 2 days, 19:45:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7273, loss_cls: 2.2132, loss: 2.2132, grad_norm: 3.9808 2020-08-05 09:31:01,717 - mmaction - INFO - Epoch [179][1600/3757] lr: 2.121e-02, eta: 2 days, 19:44:56, time: 0.811, data_time: 0.024, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7070, loss_cls: 2.4163, loss: 2.4163, grad_norm: 4.1206 2020-08-05 09:31:17,838 - mmaction - INFO - Epoch [179][1620/3757] lr: 2.121e-02, eta: 2 days, 19:44:39, time: 0.806, data_time: 0.018, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7234, loss_cls: 2.2759, loss: 2.2759, grad_norm: 3.9164 2020-08-05 09:31:33,632 - mmaction - INFO - Epoch [179][1640/3757] lr: 2.121e-02, eta: 2 days, 19:44:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6898, loss_cls: 2.4123, loss: 2.4123, grad_norm: 4.1283 2020-08-05 09:31:49,360 - mmaction - INFO - Epoch [179][1660/3757] lr: 2.121e-02, eta: 2 days, 19:44:02, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4383, top5_acc: 0.7047, loss_cls: 2.4033, loss: 2.4033, grad_norm: 4.0257 2020-08-05 09:32:05,131 - mmaction - INFO - Epoch [179][1680/3757] lr: 2.121e-02, eta: 2 days, 19:43:44, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4430, top5_acc: 0.7023, loss_cls: 2.4422, loss: 2.4422, grad_norm: 4.0385 2020-08-05 09:32:20,959 - mmaction - INFO - Epoch [179][1700/3757] lr: 2.121e-02, eta: 2 days, 19:43:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7258, loss_cls: 2.3004, loss: 2.3004, grad_norm: 3.9715 2020-08-05 09:32:36,738 - mmaction - INFO - Epoch [179][1720/3757] lr: 2.121e-02, eta: 2 days, 19:43:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7039, loss_cls: 2.3309, loss: 2.3309, grad_norm: 3.9024 2020-08-05 09:32:52,640 - mmaction - INFO - Epoch [179][1740/3757] lr: 2.121e-02, eta: 2 days, 19:42:50, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.3750, loss: 2.3750, grad_norm: 4.0230 2020-08-05 09:33:08,310 - mmaction - INFO - Epoch [179][1760/3757] lr: 2.121e-02, eta: 2 days, 19:42:31, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4492, top5_acc: 0.7227, loss_cls: 2.3551, loss: 2.3551, grad_norm: 4.0531 2020-08-05 09:33:24,091 - mmaction - INFO - Epoch [179][1780/3757] lr: 2.121e-02, eta: 2 days, 19:42:13, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7125, loss_cls: 2.3746, loss: 2.3746, grad_norm: 4.0766 2020-08-05 09:33:39,890 - mmaction - INFO - Epoch [179][1800/3757] lr: 2.121e-02, eta: 2 days, 19:41:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6992, loss_cls: 2.3986, loss: 2.3986, grad_norm: 4.0314 2020-08-05 09:33:55,695 - mmaction - INFO - Epoch [179][1820/3757] lr: 2.121e-02, eta: 2 days, 19:41:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.3926, loss: 2.3926, grad_norm: 4.0420 2020-08-05 09:34:11,512 - mmaction - INFO - Epoch [179][1840/3757] lr: 2.121e-02, eta: 2 days, 19:41:19, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7195, loss_cls: 2.2728, loss: 2.2728, grad_norm: 3.9043 2020-08-05 09:34:27,317 - mmaction - INFO - Epoch [179][1860/3757] lr: 2.121e-02, eta: 2 days, 19:41:00, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7352, loss_cls: 2.2867, loss: 2.2867, grad_norm: 4.0331 2020-08-05 09:34:43,110 - mmaction - INFO - Epoch [179][1880/3757] lr: 2.121e-02, eta: 2 days, 19:40:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7195, loss_cls: 2.2908, loss: 2.2908, grad_norm: 3.9297 2020-08-05 09:34:58,980 - mmaction - INFO - Epoch [179][1900/3757] lr: 2.121e-02, eta: 2 days, 19:40:24, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.3362, loss: 2.3362, grad_norm: 4.0008 2020-08-05 09:35:14,753 - mmaction - INFO - Epoch [179][1920/3757] lr: 2.121e-02, eta: 2 days, 19:40:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6883, loss_cls: 2.4273, loss: 2.4273, grad_norm: 4.0328 2020-08-05 09:35:30,553 - mmaction - INFO - Epoch [179][1940/3757] lr: 2.121e-02, eta: 2 days, 19:39:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6930, loss_cls: 2.4520, loss: 2.4520, grad_norm: 4.1074 2020-08-05 09:35:46,398 - mmaction - INFO - Epoch [179][1960/3757] lr: 2.121e-02, eta: 2 days, 19:39:30, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6961, loss_cls: 2.3787, loss: 2.3787, grad_norm: 4.0161 2020-08-05 09:36:02,176 - mmaction - INFO - Epoch [179][1980/3757] lr: 2.121e-02, eta: 2 days, 19:39:12, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7148, loss_cls: 2.3309, loss: 2.3309, grad_norm: 3.9687 2020-08-05 09:36:17,999 - mmaction - INFO - Epoch [179][2000/3757] lr: 2.121e-02, eta: 2 days, 19:38:53, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6852, loss_cls: 2.4751, loss: 2.4751, grad_norm: 4.0783 2020-08-05 09:36:33,814 - mmaction - INFO - Epoch [179][2020/3757] lr: 2.121e-02, eta: 2 days, 19:38:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7273, loss_cls: 2.3027, loss: 2.3027, grad_norm: 3.9475 2020-08-05 09:36:49,715 - mmaction - INFO - Epoch [179][2040/3757] lr: 2.121e-02, eta: 2 days, 19:38:17, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7133, loss_cls: 2.2870, loss: 2.2870, grad_norm: 3.8951 2020-08-05 09:37:05,507 - mmaction - INFO - Epoch [179][2060/3757] lr: 2.121e-02, eta: 2 days, 19:37:59, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7141, loss_cls: 2.3187, loss: 2.3187, grad_norm: 3.9720 2020-08-05 09:37:21,347 - mmaction - INFO - Epoch [179][2080/3757] lr: 2.121e-02, eta: 2 days, 19:37:41, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7109, loss_cls: 2.3522, loss: 2.3522, grad_norm: 4.0454 2020-08-05 09:37:37,163 - mmaction - INFO - Epoch [179][2100/3757] lr: 2.121e-02, eta: 2 days, 19:37:23, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7070, loss_cls: 2.3907, loss: 2.3907, grad_norm: 3.9732 2020-08-05 09:37:52,959 - mmaction - INFO - Epoch [179][2120/3757] lr: 2.121e-02, eta: 2 days, 19:37:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7180, loss_cls: 2.3604, loss: 2.3604, grad_norm: 4.1402 2020-08-05 09:38:08,753 - mmaction - INFO - Epoch [179][2140/3757] lr: 2.121e-02, eta: 2 days, 19:36:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7227, loss_cls: 2.2468, loss: 2.2468, grad_norm: 3.9176 2020-08-05 09:38:24,564 - mmaction - INFO - Epoch [179][2160/3757] lr: 2.121e-02, eta: 2 days, 19:36:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7117, loss_cls: 2.2778, loss: 2.2778, grad_norm: 4.0712 2020-08-05 09:38:40,470 - mmaction - INFO - Epoch [179][2180/3757] lr: 2.121e-02, eta: 2 days, 19:36:10, time: 0.795, data_time: 0.009, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7320, loss_cls: 2.2068, loss: 2.2068, grad_norm: 3.9060 2020-08-05 09:38:56,228 - mmaction - INFO - Epoch [179][2200/3757] lr: 2.121e-02, eta: 2 days, 19:35:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.3571, loss: 2.3571, grad_norm: 3.9675 2020-08-05 09:39:12,052 - mmaction - INFO - Epoch [179][2220/3757] lr: 2.121e-02, eta: 2 days, 19:35:34, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6922, loss_cls: 2.4176, loss: 2.4176, grad_norm: 4.0439 2020-08-05 09:39:27,859 - mmaction - INFO - Epoch [179][2240/3757] lr: 2.121e-02, eta: 2 days, 19:35:16, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6937, loss_cls: 2.4507, loss: 2.4507, grad_norm: 4.0654 2020-08-05 09:39:43,719 - mmaction - INFO - Epoch [179][2260/3757] lr: 2.121e-02, eta: 2 days, 19:34:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7094, loss_cls: 2.3632, loss: 2.3632, grad_norm: 3.9893 2020-08-05 09:39:59,459 - mmaction - INFO - Epoch [179][2280/3757] lr: 2.121e-02, eta: 2 days, 19:34:39, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7063, loss_cls: 2.2911, loss: 2.2911, grad_norm: 3.9601 2020-08-05 09:40:15,157 - mmaction - INFO - Epoch [179][2300/3757] lr: 2.121e-02, eta: 2 days, 19:34:21, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4492, top5_acc: 0.7125, loss_cls: 2.3892, loss: 2.3892, grad_norm: 4.0540 2020-08-05 09:40:30,959 - mmaction - INFO - Epoch [179][2320/3757] lr: 2.121e-02, eta: 2 days, 19:34:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7016, loss_cls: 2.3477, loss: 2.3477, grad_norm: 3.9582 2020-08-05 09:40:46,711 - mmaction - INFO - Epoch [179][2340/3757] lr: 2.121e-02, eta: 2 days, 19:33:45, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.6992, loss_cls: 2.3782, loss: 2.3782, grad_norm: 3.8928 2020-08-05 09:41:02,454 - mmaction - INFO - Epoch [179][2360/3757] lr: 2.121e-02, eta: 2 days, 19:33:27, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.3116, loss: 2.3116, grad_norm: 3.8406 2020-08-05 09:41:18,267 - mmaction - INFO - Epoch [179][2380/3757] lr: 2.121e-02, eta: 2 days, 19:33:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7391, loss_cls: 2.2628, loss: 2.2628, grad_norm: 3.9311 2020-08-05 09:41:34,019 - mmaction - INFO - Epoch [179][2400/3757] lr: 2.121e-02, eta: 2 days, 19:32:50, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7297, loss_cls: 2.2432, loss: 2.2432, grad_norm: 3.9779 2020-08-05 09:41:49,760 - mmaction - INFO - Epoch [179][2420/3757] lr: 2.121e-02, eta: 2 days, 19:32:32, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6867, loss_cls: 2.4185, loss: 2.4185, grad_norm: 3.9924 2020-08-05 09:42:05,555 - mmaction - INFO - Epoch [179][2440/3757] lr: 2.121e-02, eta: 2 days, 19:32:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7047, loss_cls: 2.3344, loss: 2.3344, grad_norm: 3.8527 2020-08-05 09:42:21,318 - mmaction - INFO - Epoch [179][2460/3757] lr: 2.121e-02, eta: 2 days, 19:31:56, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6992, loss_cls: 2.4011, loss: 2.4011, grad_norm: 4.0656 2020-08-05 09:42:37,094 - mmaction - INFO - Epoch [179][2480/3757] lr: 2.121e-02, eta: 2 days, 19:31:37, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.6977, loss_cls: 2.3476, loss: 2.3476, grad_norm: 3.9567 2020-08-05 09:42:52,945 - mmaction - INFO - Epoch [179][2500/3757] lr: 2.121e-02, eta: 2 days, 19:31:19, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7117, loss_cls: 2.3636, loss: 2.3636, grad_norm: 3.9331 2020-08-05 09:43:08,703 - mmaction - INFO - Epoch [179][2520/3757] lr: 2.121e-02, eta: 2 days, 19:31:01, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7211, loss_cls: 2.2945, loss: 2.2945, grad_norm: 3.9665 2020-08-05 09:43:24,505 - mmaction - INFO - Epoch [179][2540/3757] lr: 2.121e-02, eta: 2 days, 19:30:43, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7344, loss_cls: 2.2921, loss: 2.2921, grad_norm: 3.9983 2020-08-05 09:43:40,326 - mmaction - INFO - Epoch [179][2560/3757] lr: 2.121e-02, eta: 2 days, 19:30:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7039, loss_cls: 2.3447, loss: 2.3447, grad_norm: 3.9574 2020-08-05 09:43:56,139 - mmaction - INFO - Epoch [179][2580/3757] lr: 2.121e-02, eta: 2 days, 19:30:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.6789, loss_cls: 2.4400, loss: 2.4400, grad_norm: 4.0142 2020-08-05 09:44:11,878 - mmaction - INFO - Epoch [179][2600/3757] lr: 2.121e-02, eta: 2 days, 19:29:48, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.3604, loss: 2.3604, grad_norm: 3.9234 2020-08-05 09:44:27,635 - mmaction - INFO - Epoch [179][2620/3757] lr: 2.121e-02, eta: 2 days, 19:29:30, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6922, loss_cls: 2.4310, loss: 2.4310, grad_norm: 3.8878 2020-08-05 09:44:43,425 - mmaction - INFO - Epoch [179][2640/3757] lr: 2.121e-02, eta: 2 days, 19:29:12, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.6977, loss_cls: 2.3739, loss: 2.3739, grad_norm: 3.8713 2020-08-05 09:44:59,182 - mmaction - INFO - Epoch [179][2660/3757] lr: 2.121e-02, eta: 2 days, 19:28:54, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7086, loss_cls: 2.3890, loss: 2.3890, grad_norm: 4.0330 2020-08-05 09:45:15,005 - mmaction - INFO - Epoch [179][2680/3757] lr: 2.121e-02, eta: 2 days, 19:28:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7031, loss_cls: 2.3943, loss: 2.3943, grad_norm: 4.1113 2020-08-05 09:45:30,773 - mmaction - INFO - Epoch [179][2700/3757] lr: 2.121e-02, eta: 2 days, 19:28:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7031, loss_cls: 2.3882, loss: 2.3882, grad_norm: 4.0498 2020-08-05 09:45:46,620 - mmaction - INFO - Epoch [179][2720/3757] lr: 2.121e-02, eta: 2 days, 19:27:59, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7219, loss_cls: 2.2872, loss: 2.2872, grad_norm: 4.0009 2020-08-05 09:46:02,399 - mmaction - INFO - Epoch [179][2740/3757] lr: 2.121e-02, eta: 2 days, 19:27:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7406, loss_cls: 2.1856, loss: 2.1856, grad_norm: 3.8918 2020-08-05 09:46:18,166 - mmaction - INFO - Epoch [179][2760/3757] lr: 2.121e-02, eta: 2 days, 19:27:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7234, loss_cls: 2.2614, loss: 2.2614, grad_norm: 4.1332 2020-08-05 09:46:33,879 - mmaction - INFO - Epoch [179][2780/3757] lr: 2.121e-02, eta: 2 days, 19:27:05, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6875, loss_cls: 2.4343, loss: 2.4343, grad_norm: 3.9187 2020-08-05 09:46:49,642 - mmaction - INFO - Epoch [179][2800/3757] lr: 2.121e-02, eta: 2 days, 19:26:47, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7367, loss_cls: 2.2867, loss: 2.2867, grad_norm: 3.9382 2020-08-05 09:47:05,425 - mmaction - INFO - Epoch [179][2820/3757] lr: 2.121e-02, eta: 2 days, 19:26:28, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7125, loss_cls: 2.2956, loss: 2.2956, grad_norm: 3.8717 2020-08-05 09:47:21,167 - mmaction - INFO - Epoch [179][2840/3757] lr: 2.121e-02, eta: 2 days, 19:26:10, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7141, loss_cls: 2.3595, loss: 2.3595, grad_norm: 3.9882 2020-08-05 09:47:36,955 - mmaction - INFO - Epoch [179][2860/3757] lr: 2.121e-02, eta: 2 days, 19:25:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7141, loss_cls: 2.2909, loss: 2.2909, grad_norm: 4.0523 2020-08-05 09:47:52,695 - mmaction - INFO - Epoch [179][2880/3757] lr: 2.121e-02, eta: 2 days, 19:25:34, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4414, top5_acc: 0.6883, loss_cls: 2.4594, loss: 2.4594, grad_norm: 4.0575 2020-08-05 09:48:08,538 - mmaction - INFO - Epoch [179][2900/3757] lr: 2.121e-02, eta: 2 days, 19:25:16, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7102, loss_cls: 2.3371, loss: 2.3371, grad_norm: 3.9094 2020-08-05 09:48:24,385 - mmaction - INFO - Epoch [179][2920/3757] lr: 2.121e-02, eta: 2 days, 19:24:58, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7117, loss_cls: 2.3796, loss: 2.3796, grad_norm: 3.8547 2020-08-05 09:48:40,170 - mmaction - INFO - Epoch [179][2940/3757] lr: 2.121e-02, eta: 2 days, 19:24:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6992, loss_cls: 2.3922, loss: 2.3922, grad_norm: 3.9758 2020-08-05 09:48:55,904 - mmaction - INFO - Epoch [179][2960/3757] lr: 2.121e-02, eta: 2 days, 19:24:21, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4414, top5_acc: 0.7023, loss_cls: 2.4131, loss: 2.4131, grad_norm: 4.0259 2020-08-05 09:49:11,772 - mmaction - INFO - Epoch [179][2980/3757] lr: 2.121e-02, eta: 2 days, 19:24:03, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6906, loss_cls: 2.4053, loss: 2.4053, grad_norm: 3.8303 2020-08-05 09:49:27,423 - mmaction - INFO - Epoch [179][3000/3757] lr: 2.121e-02, eta: 2 days, 19:23:45, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.2403, loss: 2.2403, grad_norm: 3.8884 2020-08-05 09:49:43,185 - mmaction - INFO - Epoch [179][3020/3757] lr: 2.121e-02, eta: 2 days, 19:23:27, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7047, loss_cls: 2.3322, loss: 2.3322, grad_norm: 3.9377 2020-08-05 09:49:58,980 - mmaction - INFO - Epoch [179][3040/3757] lr: 2.121e-02, eta: 2 days, 19:23:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7242, loss_cls: 2.3202, loss: 2.3202, grad_norm: 4.0892 2020-08-05 09:50:14,799 - mmaction - INFO - Epoch [179][3060/3757] lr: 2.121e-02, eta: 2 days, 19:22:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6820, loss_cls: 2.4994, loss: 2.4994, grad_norm: 4.0436 2020-08-05 09:50:30,591 - mmaction - INFO - Epoch [179][3080/3757] lr: 2.121e-02, eta: 2 days, 19:22:32, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7156, loss_cls: 2.2924, loss: 2.2924, grad_norm: 3.8282 2020-08-05 09:50:46,350 - mmaction - INFO - Epoch [179][3100/3757] lr: 2.121e-02, eta: 2 days, 19:22:14, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7031, loss_cls: 2.3454, loss: 2.3454, grad_norm: 4.0486 2020-08-05 09:51:02,149 - mmaction - INFO - Epoch [179][3120/3757] lr: 2.121e-02, eta: 2 days, 19:21:56, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7281, loss_cls: 2.2322, loss: 2.2322, grad_norm: 3.9037 2020-08-05 09:51:17,980 - mmaction - INFO - Epoch [179][3140/3757] lr: 2.121e-02, eta: 2 days, 19:21:38, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6969, loss_cls: 2.4452, loss: 2.4452, grad_norm: 3.9900 2020-08-05 09:51:33,725 - mmaction - INFO - Epoch [179][3160/3757] lr: 2.121e-02, eta: 2 days, 19:21:19, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6922, loss_cls: 2.4288, loss: 2.4288, grad_norm: 4.0566 2020-08-05 09:51:49,539 - mmaction - INFO - Epoch [179][3180/3757] lr: 2.121e-02, eta: 2 days, 19:21:01, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7000, loss_cls: 2.3344, loss: 2.3344, grad_norm: 4.0004 2020-08-05 09:52:05,283 - mmaction - INFO - Epoch [179][3200/3757] lr: 2.121e-02, eta: 2 days, 19:20:43, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6781, loss_cls: 2.4171, loss: 2.4171, grad_norm: 3.9880 2020-08-05 09:52:21,104 - mmaction - INFO - Epoch [179][3220/3757] lr: 2.121e-02, eta: 2 days, 19:20:25, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6820, loss_cls: 2.4594, loss: 2.4594, grad_norm: 4.0184 2020-08-05 09:52:36,896 - mmaction - INFO - Epoch [179][3240/3757] lr: 2.121e-02, eta: 2 days, 19:20:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7172, loss_cls: 2.3176, loss: 2.3176, grad_norm: 3.9956 2020-08-05 09:52:52,702 - mmaction - INFO - Epoch [179][3260/3757] lr: 2.121e-02, eta: 2 days, 19:19:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7195, loss_cls: 2.3109, loss: 2.3109, grad_norm: 3.9751 2020-08-05 09:53:08,402 - mmaction - INFO - Epoch [179][3280/3757] lr: 2.121e-02, eta: 2 days, 19:19:30, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4719, top5_acc: 0.6992, loss_cls: 2.4088, loss: 2.4088, grad_norm: 4.0144 2020-08-05 09:53:24,152 - mmaction - INFO - Epoch [179][3300/3757] lr: 2.121e-02, eta: 2 days, 19:19:12, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7008, loss_cls: 2.3717, loss: 2.3717, grad_norm: 4.0535 2020-08-05 09:53:40,024 - mmaction - INFO - Epoch [179][3320/3757] lr: 2.121e-02, eta: 2 days, 19:18:54, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7188, loss_cls: 2.3485, loss: 2.3485, grad_norm: 3.9838 2020-08-05 09:53:55,797 - mmaction - INFO - Epoch [179][3340/3757] lr: 2.121e-02, eta: 2 days, 19:18:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6906, loss_cls: 2.4645, loss: 2.4645, grad_norm: 4.0128 2020-08-05 09:54:11,586 - mmaction - INFO - Epoch [179][3360/3757] lr: 2.121e-02, eta: 2 days, 19:18:18, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7203, loss_cls: 2.3476, loss: 2.3476, grad_norm: 3.9861 2020-08-05 09:54:27,463 - mmaction - INFO - Epoch [179][3380/3757] lr: 2.121e-02, eta: 2 days, 19:18:00, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6984, loss_cls: 2.4623, loss: 2.4623, grad_norm: 4.0244 2020-08-05 09:54:43,233 - mmaction - INFO - Epoch [179][3400/3757] lr: 2.121e-02, eta: 2 days, 19:17:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7117, loss_cls: 2.3528, loss: 2.3528, grad_norm: 3.8413 2020-08-05 09:54:59,019 - mmaction - INFO - Epoch [179][3420/3757] lr: 2.121e-02, eta: 2 days, 19:17:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6922, loss_cls: 2.3964, loss: 2.3964, grad_norm: 4.0244 2020-08-05 09:55:14,867 - mmaction - INFO - Epoch [179][3440/3757] lr: 2.121e-02, eta: 2 days, 19:17:05, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6867, loss_cls: 2.4360, loss: 2.4360, grad_norm: 3.8927 2020-08-05 09:55:30,655 - mmaction - INFO - Epoch [179][3460/3757] lr: 2.121e-02, eta: 2 days, 19:16:47, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6937, loss_cls: 2.4981, loss: 2.4981, grad_norm: 4.1247 2020-08-05 09:55:46,401 - mmaction - INFO - Epoch [179][3480/3757] lr: 2.121e-02, eta: 2 days, 19:16:29, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7203, loss_cls: 2.2562, loss: 2.2562, grad_norm: 3.8325 2020-08-05 09:56:02,222 - mmaction - INFO - Epoch [179][3500/3757] lr: 2.121e-02, eta: 2 days, 19:16:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6891, loss_cls: 2.4290, loss: 2.4290, grad_norm: 4.0165 2020-08-05 09:56:18,067 - mmaction - INFO - Epoch [179][3520/3757] lr: 2.121e-02, eta: 2 days, 19:15:53, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7148, loss_cls: 2.3315, loss: 2.3315, grad_norm: 3.9938 2020-08-05 09:56:33,821 - mmaction - INFO - Epoch [179][3540/3757] lr: 2.121e-02, eta: 2 days, 19:15:35, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7055, loss_cls: 2.3723, loss: 2.3723, grad_norm: 3.9702 2020-08-05 09:56:49,577 - mmaction - INFO - Epoch [179][3560/3757] lr: 2.121e-02, eta: 2 days, 19:15:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4383, top5_acc: 0.6633, loss_cls: 2.5119, loss: 2.5119, grad_norm: 4.0376 2020-08-05 09:57:05,298 - mmaction - INFO - Epoch [179][3580/3757] lr: 2.121e-02, eta: 2 days, 19:14:58, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7055, loss_cls: 2.3837, loss: 2.3837, grad_norm: 3.9068 2020-08-05 09:57:21,045 - mmaction - INFO - Epoch [179][3600/3757] lr: 2.121e-02, eta: 2 days, 19:14:40, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7148, loss_cls: 2.3582, loss: 2.3582, grad_norm: 3.9929 2020-08-05 09:57:36,883 - mmaction - INFO - Epoch [179][3620/3757] lr: 2.121e-02, eta: 2 days, 19:14:22, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6992, loss_cls: 2.4528, loss: 2.4528, grad_norm: 4.1729 2020-08-05 09:57:52,638 - mmaction - INFO - Epoch [179][3640/3757] lr: 2.121e-02, eta: 2 days, 19:14:04, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.6883, loss_cls: 2.3807, loss: 2.3807, grad_norm: 3.8988 2020-08-05 09:58:08,482 - mmaction - INFO - Epoch [179][3660/3757] lr: 2.121e-02, eta: 2 days, 19:13:46, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7000, loss_cls: 2.3721, loss: 2.3721, grad_norm: 3.9920 2020-08-05 09:58:24,236 - mmaction - INFO - Epoch [179][3680/3757] lr: 2.121e-02, eta: 2 days, 19:13:28, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6867, loss_cls: 2.4611, loss: 2.4611, grad_norm: 3.9507 2020-08-05 09:58:40,074 - mmaction - INFO - Epoch [179][3700/3757] lr: 2.121e-02, eta: 2 days, 19:13:09, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.6953, loss_cls: 2.3963, loss: 2.3963, grad_norm: 3.9413 2020-08-05 09:58:55,884 - mmaction - INFO - Epoch [179][3720/3757] lr: 2.121e-02, eta: 2 days, 19:12:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7156, loss_cls: 2.2991, loss: 2.2991, grad_norm: 3.9051 2020-08-05 09:59:11,643 - mmaction - INFO - Epoch [179][3740/3757] lr: 2.121e-02, eta: 2 days, 19:12:33, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7172, loss_cls: 2.3005, loss: 2.3005, grad_norm: 4.0252 2020-08-05 10:03:50,299 - mmaction - INFO - Epoch [180][20/3757] lr: 2.071e-02, eta: 2 days, 19:17:27, time: 12.322, data_time: 11.305, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2309, loss: 2.2309, grad_norm: 3.9250 2020-08-05 10:04:06,095 - mmaction - INFO - Epoch [180][40/3757] lr: 2.071e-02, eta: 2 days, 19:17:10, time: 0.797, data_time: 0.010, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7297, loss_cls: 2.2439, loss: 2.2439, grad_norm: 3.9640 2020-08-05 10:04:22,040 - mmaction - INFO - Epoch [180][60/3757] lr: 2.071e-02, eta: 2 days, 19:16:52, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7148, loss_cls: 2.3559, loss: 2.3559, grad_norm: 3.9884 2020-08-05 10:04:37,810 - mmaction - INFO - Epoch [180][80/3757] lr: 2.071e-02, eta: 2 days, 19:16:33, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7352, loss_cls: 2.1870, loss: 2.1870, grad_norm: 3.9237 2020-08-05 10:04:53,625 - mmaction - INFO - Epoch [180][100/3757] lr: 2.071e-02, eta: 2 days, 19:16:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7148, loss_cls: 2.3040, loss: 2.3040, grad_norm: 4.1323 2020-08-05 10:05:09,539 - mmaction - INFO - Epoch [180][120/3757] lr: 2.071e-02, eta: 2 days, 19:15:57, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7305, loss_cls: 2.2796, loss: 2.2796, grad_norm: 4.2106 2020-08-05 10:05:25,293 - mmaction - INFO - Epoch [180][140/3757] lr: 2.071e-02, eta: 2 days, 19:15:39, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7281, loss_cls: 2.2473, loss: 2.2473, grad_norm: 3.9241 2020-08-05 10:05:41,111 - mmaction - INFO - Epoch [180][160/3757] lr: 2.071e-02, eta: 2 days, 19:15:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7109, loss_cls: 2.3447, loss: 2.3447, grad_norm: 4.0214 2020-08-05 10:05:56,957 - mmaction - INFO - Epoch [180][180/3757] lr: 2.071e-02, eta: 2 days, 19:15:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7297, loss_cls: 2.3023, loss: 2.3023, grad_norm: 4.0366 2020-08-05 10:06:12,929 - mmaction - INFO - Epoch [180][200/3757] lr: 2.071e-02, eta: 2 days, 19:14:45, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7258, loss_cls: 2.2367, loss: 2.2367, grad_norm: 4.0337 2020-08-05 10:06:28,619 - mmaction - INFO - Epoch [180][220/3757] lr: 2.071e-02, eta: 2 days, 19:14:26, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7172, loss_cls: 2.3213, loss: 2.3213, grad_norm: 4.1373 2020-08-05 10:06:44,433 - mmaction - INFO - Epoch [180][240/3757] lr: 2.071e-02, eta: 2 days, 19:14:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7273, loss_cls: 2.2586, loss: 2.2586, grad_norm: 4.0032 2020-08-05 10:07:00,213 - mmaction - INFO - Epoch [180][260/3757] lr: 2.071e-02, eta: 2 days, 19:13:50, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.6844, loss_cls: 2.4190, loss: 2.4190, grad_norm: 4.1272 2020-08-05 10:07:16,157 - mmaction - INFO - Epoch [180][280/3757] lr: 2.071e-02, eta: 2 days, 19:13:32, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7172, loss_cls: 2.2667, loss: 2.2667, grad_norm: 4.0098 2020-08-05 10:07:31,970 - mmaction - INFO - Epoch [180][300/3757] lr: 2.071e-02, eta: 2 days, 19:13:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6867, loss_cls: 2.4514, loss: 2.4514, grad_norm: 4.1026 2020-08-05 10:07:47,804 - mmaction - INFO - Epoch [180][320/3757] lr: 2.071e-02, eta: 2 days, 19:12:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.2872, loss: 2.2872, grad_norm: 3.9826 2020-08-05 10:08:03,564 - mmaction - INFO - Epoch [180][340/3757] lr: 2.071e-02, eta: 2 days, 19:12:38, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7328, loss_cls: 2.2332, loss: 2.2332, grad_norm: 3.9376 2020-08-05 10:08:19,392 - mmaction - INFO - Epoch [180][360/3757] lr: 2.071e-02, eta: 2 days, 19:12:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7039, loss_cls: 2.3521, loss: 2.3521, grad_norm: 4.0083 2020-08-05 10:08:35,902 - mmaction - INFO - Epoch [180][380/3757] lr: 2.071e-02, eta: 2 days, 19:12:02, time: 0.827, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7242, loss_cls: 2.2738, loss: 2.2738, grad_norm: 3.9019 2020-08-05 10:08:51,715 - mmaction - INFO - Epoch [180][400/3757] lr: 2.071e-02, eta: 2 days, 19:11:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7109, loss_cls: 2.3284, loss: 2.3284, grad_norm: 4.0634 2020-08-05 10:09:07,572 - mmaction - INFO - Epoch [180][420/3757] lr: 2.071e-02, eta: 2 days, 19:11:26, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7352, loss_cls: 2.2692, loss: 2.2692, grad_norm: 3.9782 2020-08-05 10:09:23,437 - mmaction - INFO - Epoch [180][440/3757] lr: 2.071e-02, eta: 2 days, 19:11:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7359, loss_cls: 2.2086, loss: 2.2086, grad_norm: 3.8473 2020-08-05 10:09:39,172 - mmaction - INFO - Epoch [180][460/3757] lr: 2.071e-02, eta: 2 days, 19:10:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7117, loss_cls: 2.3195, loss: 2.3195, grad_norm: 3.9983 2020-08-05 10:09:55,003 - mmaction - INFO - Epoch [180][480/3757] lr: 2.071e-02, eta: 2 days, 19:10:32, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7117, loss_cls: 2.3076, loss: 2.3076, grad_norm: 4.0623 2020-08-05 10:10:10,821 - mmaction - INFO - Epoch [180][500/3757] lr: 2.071e-02, eta: 2 days, 19:10:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7242, loss_cls: 2.1970, loss: 2.1970, grad_norm: 4.0908 2020-08-05 10:10:26,616 - mmaction - INFO - Epoch [180][520/3757] lr: 2.071e-02, eta: 2 days, 19:09:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7234, loss_cls: 2.2947, loss: 2.2947, grad_norm: 4.0976 2020-08-05 10:10:42,337 - mmaction - INFO - Epoch [180][540/3757] lr: 2.071e-02, eta: 2 days, 19:09:37, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.3081, loss: 2.3081, grad_norm: 3.9601 2020-08-05 10:10:58,161 - mmaction - INFO - Epoch [180][560/3757] lr: 2.071e-02, eta: 2 days, 19:09:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7102, loss_cls: 2.3357, loss: 2.3357, grad_norm: 3.9945 2020-08-05 10:11:13,869 - mmaction - INFO - Epoch [180][580/3757] lr: 2.071e-02, eta: 2 days, 19:09:01, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3486, loss: 2.3486, grad_norm: 4.0348 2020-08-05 10:11:29,627 - mmaction - INFO - Epoch [180][600/3757] lr: 2.071e-02, eta: 2 days, 19:08:42, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7266, loss_cls: 2.3043, loss: 2.3043, grad_norm: 4.0154 2020-08-05 10:11:45,536 - mmaction - INFO - Epoch [180][620/3757] lr: 2.071e-02, eta: 2 days, 19:08:24, time: 0.796, data_time: 0.009, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7320, loss_cls: 2.2464, loss: 2.2464, grad_norm: 3.9680 2020-08-05 10:12:01,333 - mmaction - INFO - Epoch [180][640/3757] lr: 2.071e-02, eta: 2 days, 19:08:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7063, loss_cls: 2.3432, loss: 2.3432, grad_norm: 4.0457 2020-08-05 10:12:17,089 - mmaction - INFO - Epoch [180][660/3757] lr: 2.071e-02, eta: 2 days, 19:07:48, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7289, loss_cls: 2.2320, loss: 2.2320, grad_norm: 4.0156 2020-08-05 10:12:33,210 - mmaction - INFO - Epoch [180][680/3757] lr: 2.071e-02, eta: 2 days, 19:07:30, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7133, loss_cls: 2.3015, loss: 2.3015, grad_norm: 4.1619 2020-08-05 10:12:48,879 - mmaction - INFO - Epoch [180][700/3757] lr: 2.071e-02, eta: 2 days, 19:07:12, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7102, loss_cls: 2.3227, loss: 2.3227, grad_norm: 3.9958 2020-08-05 10:13:04,683 - mmaction - INFO - Epoch [180][720/3757] lr: 2.071e-02, eta: 2 days, 19:06:54, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7273, loss_cls: 2.2726, loss: 2.2726, grad_norm: 4.0543 2020-08-05 10:13:20,436 - mmaction - INFO - Epoch [180][740/3757] lr: 2.071e-02, eta: 2 days, 19:06:35, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6969, loss_cls: 2.4356, loss: 2.4356, grad_norm: 4.0910 2020-08-05 10:13:36,207 - mmaction - INFO - Epoch [180][760/3757] lr: 2.071e-02, eta: 2 days, 19:06:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7297, loss_cls: 2.2725, loss: 2.2725, grad_norm: 3.9510 2020-08-05 10:13:52,008 - mmaction - INFO - Epoch [180][780/3757] lr: 2.071e-02, eta: 2 days, 19:05:59, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7383, loss_cls: 2.2324, loss: 2.2324, grad_norm: 4.0209 2020-08-05 10:14:07,788 - mmaction - INFO - Epoch [180][800/3757] lr: 2.071e-02, eta: 2 days, 19:05:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7102, loss_cls: 2.3440, loss: 2.3440, grad_norm: 3.9033 2020-08-05 10:14:23,580 - mmaction - INFO - Epoch [180][820/3757] lr: 2.071e-02, eta: 2 days, 19:05:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.7008, loss_cls: 2.4203, loss: 2.4203, grad_norm: 4.1442 2020-08-05 10:14:39,437 - mmaction - INFO - Epoch [180][840/3757] lr: 2.071e-02, eta: 2 days, 19:05:05, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7109, loss_cls: 2.4078, loss: 2.4078, grad_norm: 4.0210 2020-08-05 10:14:55,194 - mmaction - INFO - Epoch [180][860/3757] lr: 2.071e-02, eta: 2 days, 19:04:46, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7211, loss_cls: 2.2386, loss: 2.2386, grad_norm: 3.8222 2020-08-05 10:15:10,954 - mmaction - INFO - Epoch [180][880/3757] lr: 2.071e-02, eta: 2 days, 19:04:28, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7180, loss_cls: 2.2913, loss: 2.2913, grad_norm: 3.9033 2020-08-05 10:15:26,712 - mmaction - INFO - Epoch [180][900/3757] lr: 2.071e-02, eta: 2 days, 19:04:10, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7312, loss_cls: 2.2227, loss: 2.2227, grad_norm: 3.9990 2020-08-05 10:15:42,509 - mmaction - INFO - Epoch [180][920/3757] lr: 2.071e-02, eta: 2 days, 19:03:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7000, loss_cls: 2.3379, loss: 2.3379, grad_norm: 3.9861 2020-08-05 10:15:58,301 - mmaction - INFO - Epoch [180][940/3757] lr: 2.071e-02, eta: 2 days, 19:03:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7266, loss_cls: 2.2257, loss: 2.2257, grad_norm: 3.8543 2020-08-05 10:16:14,175 - mmaction - INFO - Epoch [180][960/3757] lr: 2.071e-02, eta: 2 days, 19:03:16, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6953, loss_cls: 2.4123, loss: 2.4123, grad_norm: 4.0515 2020-08-05 10:16:29,986 - mmaction - INFO - Epoch [180][980/3757] lr: 2.071e-02, eta: 2 days, 19:02:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4734, top5_acc: 0.6891, loss_cls: 2.3570, loss: 2.3570, grad_norm: 3.9583 2020-08-05 10:16:45,798 - mmaction - INFO - Epoch [180][1000/3757] lr: 2.071e-02, eta: 2 days, 19:02:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7094, loss_cls: 2.4067, loss: 2.4067, grad_norm: 4.1435 2020-08-05 10:17:01,642 - mmaction - INFO - Epoch [180][1020/3757] lr: 2.071e-02, eta: 2 days, 19:02:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.7156, loss_cls: 2.4003, loss: 2.4003, grad_norm: 4.1655 2020-08-05 10:17:17,428 - mmaction - INFO - Epoch [180][1040/3757] lr: 2.071e-02, eta: 2 days, 19:02:03, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7094, loss_cls: 2.3293, loss: 2.3293, grad_norm: 3.9714 2020-08-05 10:17:33,088 - mmaction - INFO - Epoch [180][1060/3757] lr: 2.071e-02, eta: 2 days, 19:01:45, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7328, loss_cls: 2.2584, loss: 2.2584, grad_norm: 3.9016 2020-08-05 10:17:48,912 - mmaction - INFO - Epoch [180][1080/3757] lr: 2.071e-02, eta: 2 days, 19:01:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.6875, loss_cls: 2.4111, loss: 2.4111, grad_norm: 4.0796 2020-08-05 10:18:04,732 - mmaction - INFO - Epoch [180][1100/3757] lr: 2.071e-02, eta: 2 days, 19:01:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7281, loss_cls: 2.2702, loss: 2.2702, grad_norm: 4.0097 2020-08-05 10:18:20,505 - mmaction - INFO - Epoch [180][1120/3757] lr: 2.071e-02, eta: 2 days, 19:00:50, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7227, loss_cls: 2.2765, loss: 2.2765, grad_norm: 3.9720 2020-08-05 10:18:36,262 - mmaction - INFO - Epoch [180][1140/3757] lr: 2.071e-02, eta: 2 days, 19:00:32, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7250, loss_cls: 2.2475, loss: 2.2475, grad_norm: 3.9380 2020-08-05 10:18:52,093 - mmaction - INFO - Epoch [180][1160/3757] lr: 2.071e-02, eta: 2 days, 19:00:14, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7109, loss_cls: 2.3295, loss: 2.3295, grad_norm: 4.0525 2020-08-05 10:19:07,940 - mmaction - INFO - Epoch [180][1180/3757] lr: 2.071e-02, eta: 2 days, 18:59:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4773, top5_acc: 0.6930, loss_cls: 2.3121, loss: 2.3121, grad_norm: 3.9818 2020-08-05 10:19:23,712 - mmaction - INFO - Epoch [180][1200/3757] lr: 2.071e-02, eta: 2 days, 18:59:38, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6906, loss_cls: 2.4550, loss: 2.4550, grad_norm: 4.0667 2020-08-05 10:19:39,475 - mmaction - INFO - Epoch [180][1220/3757] lr: 2.071e-02, eta: 2 days, 18:59:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7133, loss_cls: 2.2822, loss: 2.2822, grad_norm: 3.9155 2020-08-05 10:19:55,221 - mmaction - INFO - Epoch [180][1240/3757] lr: 2.071e-02, eta: 2 days, 18:59:01, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7188, loss_cls: 2.2766, loss: 2.2766, grad_norm: 3.9116 2020-08-05 10:20:11,023 - mmaction - INFO - Epoch [180][1260/3757] lr: 2.071e-02, eta: 2 days, 18:58:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7156, loss_cls: 2.3290, loss: 2.3290, grad_norm: 3.8850 2020-08-05 10:20:26,756 - mmaction - INFO - Epoch [180][1280/3757] lr: 2.071e-02, eta: 2 days, 18:58:25, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7086, loss_cls: 2.3688, loss: 2.3688, grad_norm: 3.9551 2020-08-05 10:20:42,596 - mmaction - INFO - Epoch [180][1300/3757] lr: 2.071e-02, eta: 2 days, 18:58:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7070, loss_cls: 2.3280, loss: 2.3280, grad_norm: 3.9978 2020-08-05 10:20:58,376 - mmaction - INFO - Epoch [180][1320/3757] lr: 2.071e-02, eta: 2 days, 18:57:49, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7156, loss_cls: 2.3033, loss: 2.3033, grad_norm: 3.9098 2020-08-05 10:21:14,162 - mmaction - INFO - Epoch [180][1340/3757] lr: 2.071e-02, eta: 2 days, 18:57:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7086, loss_cls: 2.2866, loss: 2.2866, grad_norm: 3.9146 2020-08-05 10:21:29,947 - mmaction - INFO - Epoch [180][1360/3757] lr: 2.071e-02, eta: 2 days, 18:57:12, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7164, loss_cls: 2.3180, loss: 2.3180, grad_norm: 4.0208 2020-08-05 10:21:45,858 - mmaction - INFO - Epoch [180][1380/3757] lr: 2.071e-02, eta: 2 days, 18:56:54, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7203, loss_cls: 2.2696, loss: 2.2696, grad_norm: 4.0320 2020-08-05 10:22:01,610 - mmaction - INFO - Epoch [180][1400/3757] lr: 2.071e-02, eta: 2 days, 18:56:36, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6930, loss_cls: 2.3919, loss: 2.3919, grad_norm: 4.1584 2020-08-05 10:22:17,438 - mmaction - INFO - Epoch [180][1420/3757] lr: 2.071e-02, eta: 2 days, 18:56:18, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7109, loss_cls: 2.3536, loss: 2.3536, grad_norm: 4.0350 2020-08-05 10:22:33,197 - mmaction - INFO - Epoch [180][1440/3757] lr: 2.071e-02, eta: 2 days, 18:56:00, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7133, loss_cls: 2.3457, loss: 2.3457, grad_norm: 3.9850 2020-08-05 10:22:48,989 - mmaction - INFO - Epoch [180][1460/3757] lr: 2.071e-02, eta: 2 days, 18:55:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7188, loss_cls: 2.3075, loss: 2.3075, grad_norm: 3.8742 2020-08-05 10:23:04,822 - mmaction - INFO - Epoch [180][1480/3757] lr: 2.071e-02, eta: 2 days, 18:55:23, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7172, loss_cls: 2.2661, loss: 2.2661, grad_norm: 4.1144 2020-08-05 10:23:20,587 - mmaction - INFO - Epoch [180][1500/3757] lr: 2.071e-02, eta: 2 days, 18:55:05, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7023, loss_cls: 2.3864, loss: 2.3864, grad_norm: 4.0513 2020-08-05 10:23:36,384 - mmaction - INFO - Epoch [180][1520/3757] lr: 2.071e-02, eta: 2 days, 18:54:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7141, loss_cls: 2.3340, loss: 2.3340, grad_norm: 3.9623 2020-08-05 10:23:52,179 - mmaction - INFO - Epoch [180][1540/3757] lr: 2.071e-02, eta: 2 days, 18:54:29, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6797, loss_cls: 2.4807, loss: 2.4807, grad_norm: 4.0781 2020-08-05 10:24:07,895 - mmaction - INFO - Epoch [180][1560/3757] lr: 2.071e-02, eta: 2 days, 18:54:11, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7172, loss_cls: 2.3451, loss: 2.3451, grad_norm: 3.9753 2020-08-05 10:24:23,701 - mmaction - INFO - Epoch [180][1580/3757] lr: 2.071e-02, eta: 2 days, 18:53:53, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6930, loss_cls: 2.4120, loss: 2.4120, grad_norm: 3.9249 2020-08-05 10:24:39,458 - mmaction - INFO - Epoch [180][1600/3757] lr: 2.071e-02, eta: 2 days, 18:53:34, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7070, loss_cls: 2.3965, loss: 2.3965, grad_norm: 4.0822 2020-08-05 10:24:55,240 - mmaction - INFO - Epoch [180][1620/3757] lr: 2.071e-02, eta: 2 days, 18:53:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6859, loss_cls: 2.4494, loss: 2.4494, grad_norm: 4.1392 2020-08-05 10:25:11,036 - mmaction - INFO - Epoch [180][1640/3757] lr: 2.071e-02, eta: 2 days, 18:52:58, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7117, loss_cls: 2.3329, loss: 2.3329, grad_norm: 4.0663 2020-08-05 10:25:26,801 - mmaction - INFO - Epoch [180][1660/3757] lr: 2.071e-02, eta: 2 days, 18:52:40, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7125, loss_cls: 2.2893, loss: 2.2893, grad_norm: 3.8543 2020-08-05 10:25:42,619 - mmaction - INFO - Epoch [180][1680/3757] lr: 2.071e-02, eta: 2 days, 18:52:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.7070, loss_cls: 2.4141, loss: 2.4141, grad_norm: 3.9689 2020-08-05 10:25:58,385 - mmaction - INFO - Epoch [180][1700/3757] lr: 2.071e-02, eta: 2 days, 18:52:03, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6891, loss_cls: 2.4396, loss: 2.4396, grad_norm: 3.9879 2020-08-05 10:26:14,154 - mmaction - INFO - Epoch [180][1720/3757] lr: 2.071e-02, eta: 2 days, 18:51:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.2823, loss: 2.2823, grad_norm: 3.9745 2020-08-05 10:26:29,978 - mmaction - INFO - Epoch [180][1740/3757] lr: 2.071e-02, eta: 2 days, 18:51:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7352, loss_cls: 2.2012, loss: 2.2012, grad_norm: 3.9113 2020-08-05 10:26:45,835 - mmaction - INFO - Epoch [180][1760/3757] lr: 2.071e-02, eta: 2 days, 18:51:09, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6969, loss_cls: 2.3891, loss: 2.3891, grad_norm: 4.2282 2020-08-05 10:27:01,603 - mmaction - INFO - Epoch [180][1780/3757] lr: 2.071e-02, eta: 2 days, 18:50:51, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.6914, loss_cls: 2.4142, loss: 2.4142, grad_norm: 4.0208 2020-08-05 10:27:17,435 - mmaction - INFO - Epoch [180][1800/3757] lr: 2.071e-02, eta: 2 days, 18:50:33, time: 0.792, data_time: 0.011, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7031, loss_cls: 2.3915, loss: 2.3915, grad_norm: 4.1271 2020-08-05 10:27:33,160 - mmaction - INFO - Epoch [180][1820/3757] lr: 2.071e-02, eta: 2 days, 18:50:15, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7039, loss_cls: 2.3278, loss: 2.3278, grad_norm: 3.9292 2020-08-05 10:27:49,013 - mmaction - INFO - Epoch [180][1840/3757] lr: 2.071e-02, eta: 2 days, 18:49:57, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7219, loss_cls: 2.3221, loss: 2.3221, grad_norm: 3.9073 2020-08-05 10:28:04,742 - mmaction - INFO - Epoch [180][1860/3757] lr: 2.071e-02, eta: 2 days, 18:49:38, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7250, loss_cls: 2.3194, loss: 2.3194, grad_norm: 4.1120 2020-08-05 10:28:20,575 - mmaction - INFO - Epoch [180][1880/3757] lr: 2.071e-02, eta: 2 days, 18:49:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7164, loss_cls: 2.3267, loss: 2.3267, grad_norm: 3.9952 2020-08-05 10:28:36,436 - mmaction - INFO - Epoch [180][1900/3757] lr: 2.071e-02, eta: 2 days, 18:49:02, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7070, loss_cls: 2.2913, loss: 2.2913, grad_norm: 4.0239 2020-08-05 10:28:52,301 - mmaction - INFO - Epoch [180][1920/3757] lr: 2.071e-02, eta: 2 days, 18:48:44, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7328, loss_cls: 2.1922, loss: 2.1922, grad_norm: 3.8105 2020-08-05 10:29:08,029 - mmaction - INFO - Epoch [180][1940/3757] lr: 2.071e-02, eta: 2 days, 18:48:26, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7109, loss_cls: 2.3143, loss: 2.3143, grad_norm: 3.9297 2020-08-05 10:29:23,805 - mmaction - INFO - Epoch [180][1960/3757] lr: 2.071e-02, eta: 2 days, 18:48:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7039, loss_cls: 2.3212, loss: 2.3212, grad_norm: 3.9230 2020-08-05 10:29:39,532 - mmaction - INFO - Epoch [180][1980/3757] lr: 2.071e-02, eta: 2 days, 18:47:49, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7117, loss_cls: 2.3116, loss: 2.3116, grad_norm: 3.9659 2020-08-05 10:29:55,312 - mmaction - INFO - Epoch [180][2000/3757] lr: 2.071e-02, eta: 2 days, 18:47:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7133, loss_cls: 2.2915, loss: 2.2915, grad_norm: 3.9647 2020-08-05 10:30:11,138 - mmaction - INFO - Epoch [180][2020/3757] lr: 2.071e-02, eta: 2 days, 18:47:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7148, loss_cls: 2.3261, loss: 2.3261, grad_norm: 4.0231 2020-08-05 10:30:27,012 - mmaction - INFO - Epoch [180][2040/3757] lr: 2.071e-02, eta: 2 days, 18:46:55, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7133, loss_cls: 2.3085, loss: 2.3085, grad_norm: 4.0227 2020-08-05 10:30:42,777 - mmaction - INFO - Epoch [180][2060/3757] lr: 2.071e-02, eta: 2 days, 18:46:37, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7117, loss_cls: 2.3456, loss: 2.3456, grad_norm: 4.0780 2020-08-05 10:30:58,628 - mmaction - INFO - Epoch [180][2080/3757] lr: 2.071e-02, eta: 2 days, 18:46:19, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.6883, loss_cls: 2.4078, loss: 2.4078, grad_norm: 4.0919 2020-08-05 10:31:14,364 - mmaction - INFO - Epoch [180][2100/3757] lr: 2.071e-02, eta: 2 days, 18:46:01, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7109, loss_cls: 2.2771, loss: 2.2771, grad_norm: 3.8933 2020-08-05 10:31:30,158 - mmaction - INFO - Epoch [180][2120/3757] lr: 2.071e-02, eta: 2 days, 18:45:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7078, loss_cls: 2.3575, loss: 2.3575, grad_norm: 4.0331 2020-08-05 10:31:45,899 - mmaction - INFO - Epoch [180][2140/3757] lr: 2.071e-02, eta: 2 days, 18:45:24, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7102, loss_cls: 2.3285, loss: 2.3285, grad_norm: 4.0100 2020-08-05 10:32:01,705 - mmaction - INFO - Epoch [180][2160/3757] lr: 2.071e-02, eta: 2 days, 18:45:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.6984, loss_cls: 2.3526, loss: 2.3526, grad_norm: 4.0235 2020-08-05 10:32:17,508 - mmaction - INFO - Epoch [180][2180/3757] lr: 2.071e-02, eta: 2 days, 18:44:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7039, loss_cls: 2.3845, loss: 2.3845, grad_norm: 3.9629 2020-08-05 10:32:33,230 - mmaction - INFO - Epoch [180][2200/3757] lr: 2.071e-02, eta: 2 days, 18:44:30, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7070, loss_cls: 2.3977, loss: 2.3977, grad_norm: 4.0217 2020-08-05 10:32:48,967 - mmaction - INFO - Epoch [180][2220/3757] lr: 2.071e-02, eta: 2 days, 18:44:12, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7250, loss_cls: 2.3084, loss: 2.3084, grad_norm: 4.0176 2020-08-05 10:33:04,760 - mmaction - INFO - Epoch [180][2240/3757] lr: 2.071e-02, eta: 2 days, 18:43:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7156, loss_cls: 2.3196, loss: 2.3196, grad_norm: 4.0781 2020-08-05 10:33:20,608 - mmaction - INFO - Epoch [180][2260/3757] lr: 2.071e-02, eta: 2 days, 18:43:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7234, loss_cls: 2.2709, loss: 2.2709, grad_norm: 3.9987 2020-08-05 10:33:36,425 - mmaction - INFO - Epoch [180][2280/3757] lr: 2.071e-02, eta: 2 days, 18:43:17, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7227, loss_cls: 2.3011, loss: 2.3011, grad_norm: 4.0257 2020-08-05 10:33:52,220 - mmaction - INFO - Epoch [180][2300/3757] lr: 2.071e-02, eta: 2 days, 18:42:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.6969, loss_cls: 2.3997, loss: 2.3997, grad_norm: 3.9381 2020-08-05 10:34:08,017 - mmaction - INFO - Epoch [180][2320/3757] lr: 2.071e-02, eta: 2 days, 18:42:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7063, loss_cls: 2.3556, loss: 2.3556, grad_norm: 3.9732 2020-08-05 10:34:23,781 - mmaction - INFO - Epoch [180][2340/3757] lr: 2.071e-02, eta: 2 days, 18:42:23, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4492, top5_acc: 0.7102, loss_cls: 2.3809, loss: 2.3809, grad_norm: 4.1546 2020-08-05 10:34:39,541 - mmaction - INFO - Epoch [180][2360/3757] lr: 2.071e-02, eta: 2 days, 18:42:05, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7109, loss_cls: 2.3382, loss: 2.3382, grad_norm: 4.0820 2020-08-05 10:34:55,323 - mmaction - INFO - Epoch [180][2380/3757] lr: 2.071e-02, eta: 2 days, 18:41:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7031, loss_cls: 2.3691, loss: 2.3691, grad_norm: 4.0555 2020-08-05 10:35:11,168 - mmaction - INFO - Epoch [180][2400/3757] lr: 2.071e-02, eta: 2 days, 18:41:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4414, top5_acc: 0.7016, loss_cls: 2.3954, loss: 2.3954, grad_norm: 4.1604 2020-08-05 10:35:26,966 - mmaction - INFO - Epoch [180][2420/3757] lr: 2.071e-02, eta: 2 days, 18:41:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7086, loss_cls: 2.3426, loss: 2.3426, grad_norm: 4.0648 2020-08-05 10:35:42,834 - mmaction - INFO - Epoch [180][2440/3757] lr: 2.071e-02, eta: 2 days, 18:40:52, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7086, loss_cls: 2.3302, loss: 2.3302, grad_norm: 3.9157 2020-08-05 10:35:58,638 - mmaction - INFO - Epoch [180][2460/3757] lr: 2.071e-02, eta: 2 days, 18:40:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7055, loss_cls: 2.3638, loss: 2.3638, grad_norm: 4.0628 2020-08-05 10:36:14,425 - mmaction - INFO - Epoch [180][2480/3757] lr: 2.071e-02, eta: 2 days, 18:40:16, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6969, loss_cls: 2.4250, loss: 2.4250, grad_norm: 4.1244 2020-08-05 10:36:30,234 - mmaction - INFO - Epoch [180][2500/3757] lr: 2.071e-02, eta: 2 days, 18:39:58, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7109, loss_cls: 2.3410, loss: 2.3410, grad_norm: 4.0369 2020-08-05 10:36:46,026 - mmaction - INFO - Epoch [180][2520/3757] lr: 2.071e-02, eta: 2 days, 18:39:40, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6875, loss_cls: 2.4752, loss: 2.4752, grad_norm: 4.1532 2020-08-05 10:37:01,820 - mmaction - INFO - Epoch [180][2540/3757] lr: 2.071e-02, eta: 2 days, 18:39:22, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7172, loss_cls: 2.3153, loss: 2.3153, grad_norm: 4.0224 2020-08-05 10:37:17,599 - mmaction - INFO - Epoch [180][2560/3757] lr: 2.071e-02, eta: 2 days, 18:39:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7016, loss_cls: 2.4064, loss: 2.4064, grad_norm: 4.1143 2020-08-05 10:37:33,385 - mmaction - INFO - Epoch [180][2580/3757] lr: 2.071e-02, eta: 2 days, 18:38:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6875, loss_cls: 2.4650, loss: 2.4650, grad_norm: 4.0898 2020-08-05 10:37:49,145 - mmaction - INFO - Epoch [180][2600/3757] lr: 2.071e-02, eta: 2 days, 18:38:27, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.6891, loss_cls: 2.4049, loss: 2.4049, grad_norm: 4.0181 2020-08-05 10:38:04,944 - mmaction - INFO - Epoch [180][2620/3757] lr: 2.071e-02, eta: 2 days, 18:38:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7000, loss_cls: 2.3683, loss: 2.3683, grad_norm: 4.0229 2020-08-05 10:38:20,756 - mmaction - INFO - Epoch [180][2640/3757] lr: 2.071e-02, eta: 2 days, 18:37:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.2821, loss: 2.2821, grad_norm: 3.9332 2020-08-05 10:38:36,486 - mmaction - INFO - Epoch [180][2660/3757] lr: 2.071e-02, eta: 2 days, 18:37:33, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4773, top5_acc: 0.6922, loss_cls: 2.3502, loss: 2.3502, grad_norm: 4.0239 2020-08-05 10:38:52,360 - mmaction - INFO - Epoch [180][2680/3757] lr: 2.071e-02, eta: 2 days, 18:37:15, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7164, loss_cls: 2.3357, loss: 2.3357, grad_norm: 3.9651 2020-08-05 10:39:08,191 - mmaction - INFO - Epoch [180][2700/3757] lr: 2.071e-02, eta: 2 days, 18:36:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.3367, loss: 2.3367, grad_norm: 3.9988 2020-08-05 10:39:23,933 - mmaction - INFO - Epoch [180][2720/3757] lr: 2.071e-02, eta: 2 days, 18:36:39, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7164, loss_cls: 2.3593, loss: 2.3593, grad_norm: 3.9924 2020-08-05 10:39:39,764 - mmaction - INFO - Epoch [180][2740/3757] lr: 2.071e-02, eta: 2 days, 18:36:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7367, loss_cls: 2.1872, loss: 2.1872, grad_norm: 3.8276 2020-08-05 10:39:55,426 - mmaction - INFO - Epoch [180][2760/3757] lr: 2.071e-02, eta: 2 days, 18:36:02, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4664, top5_acc: 0.6922, loss_cls: 2.3939, loss: 2.3939, grad_norm: 4.0261 2020-08-05 10:40:11,194 - mmaction - INFO - Epoch [180][2780/3757] lr: 2.071e-02, eta: 2 days, 18:35:44, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7141, loss_cls: 2.2871, loss: 2.2871, grad_norm: 3.9699 2020-08-05 10:40:26,914 - mmaction - INFO - Epoch [180][2800/3757] lr: 2.071e-02, eta: 2 days, 18:35:26, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7172, loss_cls: 2.2661, loss: 2.2661, grad_norm: 4.0426 2020-08-05 10:40:42,680 - mmaction - INFO - Epoch [180][2820/3757] lr: 2.071e-02, eta: 2 days, 18:35:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7164, loss_cls: 2.3151, loss: 2.3151, grad_norm: 4.1687 2020-08-05 10:40:58,443 - mmaction - INFO - Epoch [180][2840/3757] lr: 2.071e-02, eta: 2 days, 18:34:49, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7070, loss_cls: 2.3601, loss: 2.3601, grad_norm: 4.0165 2020-08-05 10:41:14,252 - mmaction - INFO - Epoch [180][2860/3757] lr: 2.071e-02, eta: 2 days, 18:34:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7180, loss_cls: 2.2669, loss: 2.2669, grad_norm: 4.0023 2020-08-05 10:41:30,078 - mmaction - INFO - Epoch [180][2880/3757] lr: 2.071e-02, eta: 2 days, 18:34:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7047, loss_cls: 2.3893, loss: 2.3893, grad_norm: 4.0439 2020-08-05 10:41:45,866 - mmaction - INFO - Epoch [180][2900/3757] lr: 2.071e-02, eta: 2 days, 18:33:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7063, loss_cls: 2.3784, loss: 2.3784, grad_norm: 4.1090 2020-08-05 10:42:01,664 - mmaction - INFO - Epoch [180][2920/3757] lr: 2.071e-02, eta: 2 days, 18:33:37, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7117, loss_cls: 2.2928, loss: 2.2928, grad_norm: 3.8959 2020-08-05 10:42:17,534 - mmaction - INFO - Epoch [180][2940/3757] lr: 2.071e-02, eta: 2 days, 18:33:19, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7086, loss_cls: 2.3122, loss: 2.3122, grad_norm: 3.9908 2020-08-05 10:42:33,367 - mmaction - INFO - Epoch [180][2960/3757] lr: 2.071e-02, eta: 2 days, 18:33:01, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7383, loss_cls: 2.2306, loss: 2.2306, grad_norm: 3.9117 2020-08-05 10:42:49,169 - mmaction - INFO - Epoch [180][2980/3757] lr: 2.071e-02, eta: 2 days, 18:32:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7047, loss_cls: 2.3443, loss: 2.3443, grad_norm: 4.0390 2020-08-05 10:43:04,957 - mmaction - INFO - Epoch [180][3000/3757] lr: 2.071e-02, eta: 2 days, 18:32:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.7031, loss_cls: 2.3706, loss: 2.3706, grad_norm: 4.0677 2020-08-05 10:43:20,705 - mmaction - INFO - Epoch [180][3020/3757] lr: 2.071e-02, eta: 2 days, 18:32:07, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6984, loss_cls: 2.4219, loss: 2.4219, grad_norm: 4.1281 2020-08-05 10:43:36,533 - mmaction - INFO - Epoch [180][3040/3757] lr: 2.071e-02, eta: 2 days, 18:31:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7164, loss_cls: 2.3690, loss: 2.3690, grad_norm: 4.1349 2020-08-05 10:43:52,275 - mmaction - INFO - Epoch [180][3060/3757] lr: 2.071e-02, eta: 2 days, 18:31:30, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6945, loss_cls: 2.4207, loss: 2.4207, grad_norm: 3.9104 2020-08-05 10:44:08,039 - mmaction - INFO - Epoch [180][3080/3757] lr: 2.071e-02, eta: 2 days, 18:31:12, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6930, loss_cls: 2.4523, loss: 2.4523, grad_norm: 4.0137 2020-08-05 10:44:23,824 - mmaction - INFO - Epoch [180][3100/3757] lr: 2.071e-02, eta: 2 days, 18:30:54, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6984, loss_cls: 2.3381, loss: 2.3381, grad_norm: 4.0422 2020-08-05 10:44:39,701 - mmaction - INFO - Epoch [180][3120/3757] lr: 2.071e-02, eta: 2 days, 18:30:36, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7070, loss_cls: 2.3491, loss: 2.3491, grad_norm: 4.0124 2020-08-05 10:44:55,481 - mmaction - INFO - Epoch [180][3140/3757] lr: 2.071e-02, eta: 2 days, 18:30:18, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7117, loss_cls: 2.3464, loss: 2.3464, grad_norm: 4.0137 2020-08-05 10:45:11,371 - mmaction - INFO - Epoch [180][3160/3757] lr: 2.071e-02, eta: 2 days, 18:30:00, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6969, loss_cls: 2.3651, loss: 2.3651, grad_norm: 3.9637 2020-08-05 10:45:27,155 - mmaction - INFO - Epoch [180][3180/3757] lr: 2.071e-02, eta: 2 days, 18:29:42, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6930, loss_cls: 2.3918, loss: 2.3918, grad_norm: 4.0797 2020-08-05 10:45:43,029 - mmaction - INFO - Epoch [180][3200/3757] lr: 2.071e-02, eta: 2 days, 18:29:24, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7039, loss_cls: 2.3235, loss: 2.3235, grad_norm: 4.0371 2020-08-05 10:45:58,777 - mmaction - INFO - Epoch [180][3220/3757] lr: 2.071e-02, eta: 2 days, 18:29:06, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7242, loss_cls: 2.3173, loss: 2.3173, grad_norm: 4.1102 2020-08-05 10:46:14,564 - mmaction - INFO - Epoch [180][3240/3757] lr: 2.071e-02, eta: 2 days, 18:28:47, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7156, loss_cls: 2.2482, loss: 2.2482, grad_norm: 4.0480 2020-08-05 10:46:30,382 - mmaction - INFO - Epoch [180][3260/3757] lr: 2.071e-02, eta: 2 days, 18:28:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7148, loss_cls: 2.2431, loss: 2.2431, grad_norm: 3.9781 2020-08-05 10:46:46,253 - mmaction - INFO - Epoch [180][3280/3757] lr: 2.071e-02, eta: 2 days, 18:28:11, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7320, loss_cls: 2.2345, loss: 2.2345, grad_norm: 4.0106 2020-08-05 10:47:01,988 - mmaction - INFO - Epoch [180][3300/3757] lr: 2.071e-02, eta: 2 days, 18:27:53, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.6914, loss_cls: 2.4127, loss: 2.4127, grad_norm: 4.0382 2020-08-05 10:47:17,772 - mmaction - INFO - Epoch [180][3320/3757] lr: 2.071e-02, eta: 2 days, 18:27:35, time: 0.789, data_time: 0.007, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7125, loss_cls: 2.3691, loss: 2.3691, grad_norm: 4.0709 2020-08-05 10:47:33,599 - mmaction - INFO - Epoch [180][3340/3757] lr: 2.071e-02, eta: 2 days, 18:27:17, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7281, loss_cls: 2.3132, loss: 2.3132, grad_norm: 4.0188 2020-08-05 10:47:49,298 - mmaction - INFO - Epoch [180][3360/3757] lr: 2.071e-02, eta: 2 days, 18:26:59, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7070, loss_cls: 2.3620, loss: 2.3620, grad_norm: 4.0764 2020-08-05 10:48:05,099 - mmaction - INFO - Epoch [180][3380/3757] lr: 2.071e-02, eta: 2 days, 18:26:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7125, loss_cls: 2.3109, loss: 2.3109, grad_norm: 4.0395 2020-08-05 10:48:20,843 - mmaction - INFO - Epoch [180][3400/3757] lr: 2.071e-02, eta: 2 days, 18:26:22, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7047, loss_cls: 2.3952, loss: 2.3952, grad_norm: 4.0221 2020-08-05 10:48:36,679 - mmaction - INFO - Epoch [180][3420/3757] lr: 2.071e-02, eta: 2 days, 18:26:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7422, loss_cls: 2.2378, loss: 2.2378, grad_norm: 4.0209 2020-08-05 10:48:52,456 - mmaction - INFO - Epoch [180][3440/3757] lr: 2.071e-02, eta: 2 days, 18:25:46, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3527, loss: 2.3527, grad_norm: 4.0721 2020-08-05 10:49:08,231 - mmaction - INFO - Epoch [180][3460/3757] lr: 2.071e-02, eta: 2 days, 18:25:28, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.6953, loss_cls: 2.3915, loss: 2.3915, grad_norm: 4.0272 2020-08-05 10:49:24,041 - mmaction - INFO - Epoch [180][3480/3757] lr: 2.071e-02, eta: 2 days, 18:25:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7000, loss_cls: 2.4244, loss: 2.4244, grad_norm: 4.0222 2020-08-05 10:49:39,874 - mmaction - INFO - Epoch [180][3500/3757] lr: 2.071e-02, eta: 2 days, 18:24:52, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7086, loss_cls: 2.3840, loss: 2.3840, grad_norm: 4.0871 2020-08-05 10:49:55,627 - mmaction - INFO - Epoch [180][3520/3757] lr: 2.071e-02, eta: 2 days, 18:24:34, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7109, loss_cls: 2.2764, loss: 2.2764, grad_norm: 3.9687 2020-08-05 10:50:11,495 - mmaction - INFO - Epoch [180][3540/3757] lr: 2.071e-02, eta: 2 days, 18:24:16, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6883, loss_cls: 2.4807, loss: 2.4807, grad_norm: 4.0073 2020-08-05 10:50:27,191 - mmaction - INFO - Epoch [180][3560/3757] lr: 2.071e-02, eta: 2 days, 18:23:58, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7008, loss_cls: 2.3332, loss: 2.3332, grad_norm: 4.0127 2020-08-05 10:50:42,976 - mmaction - INFO - Epoch [180][3580/3757] lr: 2.071e-02, eta: 2 days, 18:23:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6969, loss_cls: 2.4365, loss: 2.4365, grad_norm: 3.9398 2020-08-05 10:50:58,767 - mmaction - INFO - Epoch [180][3600/3757] lr: 2.071e-02, eta: 2 days, 18:23:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7109, loss_cls: 2.3144, loss: 2.3144, grad_norm: 3.9373 2020-08-05 10:51:14,581 - mmaction - INFO - Epoch [180][3620/3757] lr: 2.071e-02, eta: 2 days, 18:23:03, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7148, loss_cls: 2.3317, loss: 2.3317, grad_norm: 4.0848 2020-08-05 10:51:30,342 - mmaction - INFO - Epoch [180][3640/3757] lr: 2.071e-02, eta: 2 days, 18:22:45, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7063, loss_cls: 2.3546, loss: 2.3546, grad_norm: 4.0103 2020-08-05 10:51:46,052 - mmaction - INFO - Epoch [180][3660/3757] lr: 2.071e-02, eta: 2 days, 18:22:27, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6922, loss_cls: 2.4364, loss: 2.4364, grad_norm: 4.0715 2020-08-05 10:52:01,879 - mmaction - INFO - Epoch [180][3680/3757] lr: 2.071e-02, eta: 2 days, 18:22:09, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7148, loss_cls: 2.3594, loss: 2.3594, grad_norm: 4.0150 2020-08-05 10:52:17,622 - mmaction - INFO - Epoch [180][3700/3757] lr: 2.071e-02, eta: 2 days, 18:21:51, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.3991, loss: 2.3991, grad_norm: 4.0946 2020-08-05 10:52:33,460 - mmaction - INFO - Epoch [180][3720/3757] lr: 2.071e-02, eta: 2 days, 18:21:33, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4172, top5_acc: 0.6891, loss_cls: 2.4329, loss: 2.4329, grad_norm: 4.0779 2020-08-05 10:52:49,249 - mmaction - INFO - Epoch [180][3740/3757] lr: 2.071e-02, eta: 2 days, 18:21:15, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.6984, loss_cls: 2.3290, loss: 2.3290, grad_norm: 4.0723 2020-08-05 10:53:19,445 - mmaction - INFO - Saving checkpoint at 180 epochs 2020-08-05 10:57:32,305 - mmaction - INFO - Epoch [181][20/3757] lr: 2.022e-02, eta: 2 days, 18:26:05, time: 12.556, data_time: 11.471, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2713, loss: 2.2713, grad_norm: 3.8777 2020-08-05 10:57:48,023 - mmaction - INFO - Epoch [181][40/3757] lr: 2.022e-02, eta: 2 days, 18:25:47, time: 0.792, data_time: 0.008, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7250, loss_cls: 2.2343, loss: 2.2343, grad_norm: 4.0183 2020-08-05 10:58:03,792 - mmaction - INFO - Epoch [181][60/3757] lr: 2.022e-02, eta: 2 days, 18:25:29, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7258, loss_cls: 2.2330, loss: 2.2330, grad_norm: 3.9864 2020-08-05 10:58:19,645 - mmaction - INFO - Epoch [181][80/3757] lr: 2.022e-02, eta: 2 days, 18:25:11, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6797, loss_cls: 2.4057, loss: 2.4057, grad_norm: 4.0310 2020-08-05 10:58:35,422 - mmaction - INFO - Epoch [181][100/3757] lr: 2.022e-02, eta: 2 days, 18:24:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6852, loss_cls: 2.4194, loss: 2.4194, grad_norm: 3.9915 2020-08-05 10:58:51,299 - mmaction - INFO - Epoch [181][120/3757] lr: 2.022e-02, eta: 2 days, 18:24:35, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7086, loss_cls: 2.3534, loss: 2.3534, grad_norm: 3.9192 2020-08-05 10:59:06,986 - mmaction - INFO - Epoch [181][140/3757] lr: 2.022e-02, eta: 2 days, 18:24:16, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6789, loss_cls: 2.3756, loss: 2.3756, grad_norm: 3.9776 2020-08-05 10:59:22,822 - mmaction - INFO - Epoch [181][160/3757] lr: 2.022e-02, eta: 2 days, 18:23:58, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7219, loss_cls: 2.2336, loss: 2.2336, grad_norm: 4.0413 2020-08-05 10:59:38,603 - mmaction - INFO - Epoch [181][180/3757] lr: 2.022e-02, eta: 2 days, 18:23:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7180, loss_cls: 2.2789, loss: 2.2789, grad_norm: 3.9664 2020-08-05 10:59:54,502 - mmaction - INFO - Epoch [181][200/3757] lr: 2.022e-02, eta: 2 days, 18:23:22, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6945, loss_cls: 2.3985, loss: 2.3985, grad_norm: 4.0971 2020-08-05 11:00:15,930 - mmaction - INFO - Epoch [181][220/3757] lr: 2.022e-02, eta: 2 days, 18:23:12, time: 1.060, data_time: 0.005, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7055, loss_cls: 2.3296, loss: 2.3296, grad_norm: 4.0428 2020-08-05 11:00:31,663 - mmaction - INFO - Epoch [181][240/3757] lr: 2.022e-02, eta: 2 days, 18:22:54, time: 0.798, data_time: 0.015, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7117, loss_cls: 2.3319, loss: 2.3319, grad_norm: 4.0336 2020-08-05 11:00:47,420 - mmaction - INFO - Epoch [181][260/3757] lr: 2.022e-02, eta: 2 days, 18:22:36, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7258, loss_cls: 2.2623, loss: 2.2623, grad_norm: 3.9091 2020-08-05 11:01:03,259 - mmaction - INFO - Epoch [181][280/3757] lr: 2.022e-02, eta: 2 days, 18:22:18, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7172, loss_cls: 2.2263, loss: 2.2263, grad_norm: 3.9457 2020-08-05 11:01:19,078 - mmaction - INFO - Epoch [181][300/3757] lr: 2.022e-02, eta: 2 days, 18:22:00, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7188, loss_cls: 2.2777, loss: 2.2777, grad_norm: 4.0021 2020-08-05 11:01:34,970 - mmaction - INFO - Epoch [181][320/3757] lr: 2.022e-02, eta: 2 days, 18:21:42, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7094, loss_cls: 2.3171, loss: 2.3171, grad_norm: 3.8902 2020-08-05 11:01:50,723 - mmaction - INFO - Epoch [181][340/3757] lr: 2.022e-02, eta: 2 days, 18:21:23, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7414, loss_cls: 2.2169, loss: 2.2169, grad_norm: 3.9492 2020-08-05 11:02:06,481 - mmaction - INFO - Epoch [181][360/3757] lr: 2.022e-02, eta: 2 days, 18:21:05, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7359, loss_cls: 2.2591, loss: 2.2591, grad_norm: 4.0081 2020-08-05 11:02:22,312 - mmaction - INFO - Epoch [181][380/3757] lr: 2.022e-02, eta: 2 days, 18:20:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7164, loss_cls: 2.3075, loss: 2.3075, grad_norm: 4.0325 2020-08-05 11:02:38,080 - mmaction - INFO - Epoch [181][400/3757] lr: 2.022e-02, eta: 2 days, 18:20:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.6977, loss_cls: 2.3228, loss: 2.3228, grad_norm: 4.0299 2020-08-05 11:02:53,855 - mmaction - INFO - Epoch [181][420/3757] lr: 2.022e-02, eta: 2 days, 18:20:11, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7008, loss_cls: 2.3213, loss: 2.3213, grad_norm: 4.0026 2020-08-05 11:03:09,663 - mmaction - INFO - Epoch [181][440/3757] lr: 2.022e-02, eta: 2 days, 18:19:53, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7234, loss_cls: 2.2658, loss: 2.2658, grad_norm: 3.9546 2020-08-05 11:03:25,484 - mmaction - INFO - Epoch [181][460/3757] lr: 2.022e-02, eta: 2 days, 18:19:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7117, loss_cls: 2.3157, loss: 2.3157, grad_norm: 4.0070 2020-08-05 11:03:41,389 - mmaction - INFO - Epoch [181][480/3757] lr: 2.022e-02, eta: 2 days, 18:19:17, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7188, loss_cls: 2.3194, loss: 2.3194, grad_norm: 4.0551 2020-08-05 11:03:57,094 - mmaction - INFO - Epoch [181][500/3757] lr: 2.022e-02, eta: 2 days, 18:18:58, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7234, loss_cls: 2.2672, loss: 2.2672, grad_norm: 4.0209 2020-08-05 11:04:12,898 - mmaction - INFO - Epoch [181][520/3757] lr: 2.022e-02, eta: 2 days, 18:18:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7133, loss_cls: 2.3635, loss: 2.3635, grad_norm: 4.0486 2020-08-05 11:04:28,631 - mmaction - INFO - Epoch [181][540/3757] lr: 2.022e-02, eta: 2 days, 18:18:22, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7195, loss_cls: 2.2715, loss: 2.2715, grad_norm: 3.8500 2020-08-05 11:04:44,479 - mmaction - INFO - Epoch [181][560/3757] lr: 2.022e-02, eta: 2 days, 18:18:04, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7188, loss_cls: 2.2987, loss: 2.2987, grad_norm: 3.9538 2020-08-05 11:05:00,324 - mmaction - INFO - Epoch [181][580/3757] lr: 2.022e-02, eta: 2 days, 18:17:46, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7039, loss_cls: 2.4029, loss: 2.4029, grad_norm: 4.1156 2020-08-05 11:05:16,165 - mmaction - INFO - Epoch [181][600/3757] lr: 2.022e-02, eta: 2 days, 18:17:28, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4492, top5_acc: 0.7078, loss_cls: 2.3479, loss: 2.3479, grad_norm: 4.1107 2020-08-05 11:05:31,977 - mmaction - INFO - Epoch [181][620/3757] lr: 2.022e-02, eta: 2 days, 18:17:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7188, loss_cls: 2.2916, loss: 2.2916, grad_norm: 4.0337 2020-08-05 11:05:47,798 - mmaction - INFO - Epoch [181][640/3757] lr: 2.022e-02, eta: 2 days, 18:16:51, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7188, loss_cls: 2.3001, loss: 2.3001, grad_norm: 4.1286 2020-08-05 11:06:03,622 - mmaction - INFO - Epoch [181][660/3757] lr: 2.022e-02, eta: 2 days, 18:16:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7227, loss_cls: 2.3251, loss: 2.3251, grad_norm: 4.0795 2020-08-05 11:06:19,470 - mmaction - INFO - Epoch [181][680/3757] lr: 2.022e-02, eta: 2 days, 18:16:15, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7016, loss_cls: 2.3882, loss: 2.3882, grad_norm: 4.0635 2020-08-05 11:06:35,258 - mmaction - INFO - Epoch [181][700/3757] lr: 2.022e-02, eta: 2 days, 18:15:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7125, loss_cls: 2.3255, loss: 2.3255, grad_norm: 3.9388 2020-08-05 11:06:51,120 - mmaction - INFO - Epoch [181][720/3757] lr: 2.022e-02, eta: 2 days, 18:15:39, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7094, loss_cls: 2.2764, loss: 2.2764, grad_norm: 3.9305 2020-08-05 11:07:06,957 - mmaction - INFO - Epoch [181][740/3757] lr: 2.022e-02, eta: 2 days, 18:15:21, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7219, loss_cls: 2.3279, loss: 2.3279, grad_norm: 4.0876 2020-08-05 11:07:22,743 - mmaction - INFO - Epoch [181][760/3757] lr: 2.022e-02, eta: 2 days, 18:15:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7258, loss_cls: 2.3091, loss: 2.3091, grad_norm: 4.0590 2020-08-05 11:07:38,545 - mmaction - INFO - Epoch [181][780/3757] lr: 2.022e-02, eta: 2 days, 18:14:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4805, top5_acc: 0.6961, loss_cls: 2.3584, loss: 2.3584, grad_norm: 4.0922 2020-08-05 11:07:54,368 - mmaction - INFO - Epoch [181][800/3757] lr: 2.022e-02, eta: 2 days, 18:14:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7172, loss_cls: 2.3034, loss: 2.3034, grad_norm: 4.0341 2020-08-05 11:08:10,178 - mmaction - INFO - Epoch [181][820/3757] lr: 2.022e-02, eta: 2 days, 18:14:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7000, loss_cls: 2.4170, loss: 2.4170, grad_norm: 4.0454 2020-08-05 11:08:26,050 - mmaction - INFO - Epoch [181][840/3757] lr: 2.022e-02, eta: 2 days, 18:13:51, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7305, loss_cls: 2.2612, loss: 2.2612, grad_norm: 4.0443 2020-08-05 11:08:41,768 - mmaction - INFO - Epoch [181][860/3757] lr: 2.022e-02, eta: 2 days, 18:13:32, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7227, loss_cls: 2.2786, loss: 2.2786, grad_norm: 4.1776 2020-08-05 11:08:57,602 - mmaction - INFO - Epoch [181][880/3757] lr: 2.022e-02, eta: 2 days, 18:13:14, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7133, loss_cls: 2.3105, loss: 2.3105, grad_norm: 4.0162 2020-08-05 11:09:13,367 - mmaction - INFO - Epoch [181][900/3757] lr: 2.022e-02, eta: 2 days, 18:12:56, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6961, loss_cls: 2.3992, loss: 2.3992, grad_norm: 4.1439 2020-08-05 11:09:29,173 - mmaction - INFO - Epoch [181][920/3757] lr: 2.022e-02, eta: 2 days, 18:12:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6977, loss_cls: 2.3432, loss: 2.3432, grad_norm: 4.0351 2020-08-05 11:09:44,975 - mmaction - INFO - Epoch [181][940/3757] lr: 2.022e-02, eta: 2 days, 18:12:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7211, loss_cls: 2.2553, loss: 2.2553, grad_norm: 4.0737 2020-08-05 11:10:00,754 - mmaction - INFO - Epoch [181][960/3757] lr: 2.022e-02, eta: 2 days, 18:12:02, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7297, loss_cls: 2.2874, loss: 2.2874, grad_norm: 4.0447 2020-08-05 11:10:16,536 - mmaction - INFO - Epoch [181][980/3757] lr: 2.022e-02, eta: 2 days, 18:11:43, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7172, loss_cls: 2.2655, loss: 2.2655, grad_norm: 4.0870 2020-08-05 11:10:32,358 - mmaction - INFO - Epoch [181][1000/3757] lr: 2.022e-02, eta: 2 days, 18:11:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7094, loss_cls: 2.3332, loss: 2.3332, grad_norm: 4.0818 2020-08-05 11:10:48,168 - mmaction - INFO - Epoch [181][1020/3757] lr: 2.022e-02, eta: 2 days, 18:11:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7133, loss_cls: 2.2964, loss: 2.2964, grad_norm: 3.9704 2020-08-05 11:11:03,964 - mmaction - INFO - Epoch [181][1040/3757] lr: 2.022e-02, eta: 2 days, 18:10:49, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7172, loss_cls: 2.3125, loss: 2.3125, grad_norm: 4.0042 2020-08-05 11:11:19,898 - mmaction - INFO - Epoch [181][1060/3757] lr: 2.022e-02, eta: 2 days, 18:10:31, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7008, loss_cls: 2.3279, loss: 2.3279, grad_norm: 4.0274 2020-08-05 11:11:35,721 - mmaction - INFO - Epoch [181][1080/3757] lr: 2.022e-02, eta: 2 days, 18:10:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7242, loss_cls: 2.2774, loss: 2.2774, grad_norm: 3.9953 2020-08-05 11:11:51,651 - mmaction - INFO - Epoch [181][1100/3757] lr: 2.022e-02, eta: 2 days, 18:09:55, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7016, loss_cls: 2.3628, loss: 2.3628, grad_norm: 4.1313 2020-08-05 11:12:07,456 - mmaction - INFO - Epoch [181][1120/3757] lr: 2.022e-02, eta: 2 days, 18:09:37, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7305, loss_cls: 2.2387, loss: 2.2387, grad_norm: 4.0846 2020-08-05 11:12:23,364 - mmaction - INFO - Epoch [181][1140/3757] lr: 2.022e-02, eta: 2 days, 18:09:19, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7227, loss_cls: 2.2760, loss: 2.2760, grad_norm: 4.0712 2020-08-05 11:12:39,159 - mmaction - INFO - Epoch [181][1160/3757] lr: 2.022e-02, eta: 2 days, 18:09:01, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7063, loss_cls: 2.3230, loss: 2.3230, grad_norm: 4.0381 2020-08-05 11:12:54,940 - mmaction - INFO - Epoch [181][1180/3757] lr: 2.022e-02, eta: 2 days, 18:08:43, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7141, loss_cls: 2.2624, loss: 2.2624, grad_norm: 4.0418 2020-08-05 11:13:10,854 - mmaction - INFO - Epoch [181][1200/3757] lr: 2.022e-02, eta: 2 days, 18:08:25, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7172, loss_cls: 2.3330, loss: 2.3330, grad_norm: 3.9935 2020-08-05 11:13:26,630 - mmaction - INFO - Epoch [181][1220/3757] lr: 2.022e-02, eta: 2 days, 18:08:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7141, loss_cls: 2.2945, loss: 2.2945, grad_norm: 4.2198 2020-08-05 11:13:42,417 - mmaction - INFO - Epoch [181][1240/3757] lr: 2.022e-02, eta: 2 days, 18:07:49, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7117, loss_cls: 2.3087, loss: 2.3087, grad_norm: 4.1895 2020-08-05 11:13:58,226 - mmaction - INFO - Epoch [181][1260/3757] lr: 2.022e-02, eta: 2 days, 18:07:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6984, loss_cls: 2.3958, loss: 2.3958, grad_norm: 4.2433 2020-08-05 11:14:13,993 - mmaction - INFO - Epoch [181][1280/3757] lr: 2.022e-02, eta: 2 days, 18:07:12, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7078, loss_cls: 2.3410, loss: 2.3410, grad_norm: 4.1286 2020-08-05 11:14:29,775 - mmaction - INFO - Epoch [181][1300/3757] lr: 2.022e-02, eta: 2 days, 18:06:54, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7156, loss_cls: 2.2910, loss: 2.2910, grad_norm: 4.0933 2020-08-05 11:14:45,441 - mmaction - INFO - Epoch [181][1320/3757] lr: 2.022e-02, eta: 2 days, 18:06:36, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6852, loss_cls: 2.4295, loss: 2.4295, grad_norm: 3.9763 2020-08-05 11:15:01,271 - mmaction - INFO - Epoch [181][1340/3757] lr: 2.022e-02, eta: 2 days, 18:06:18, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7227, loss_cls: 2.2803, loss: 2.2803, grad_norm: 3.9890 2020-08-05 11:15:16,993 - mmaction - INFO - Epoch [181][1360/3757] lr: 2.022e-02, eta: 2 days, 18:06:00, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7328, loss_cls: 2.1900, loss: 2.1900, grad_norm: 3.8897 2020-08-05 11:15:32,738 - mmaction - INFO - Epoch [181][1380/3757] lr: 2.022e-02, eta: 2 days, 18:05:41, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.3460, loss: 2.3460, grad_norm: 3.9318 2020-08-05 11:15:48,475 - mmaction - INFO - Epoch [181][1400/3757] lr: 2.022e-02, eta: 2 days, 18:05:23, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7102, loss_cls: 2.2528, loss: 2.2528, grad_norm: 3.8631 2020-08-05 11:16:04,285 - mmaction - INFO - Epoch [181][1420/3757] lr: 2.022e-02, eta: 2 days, 18:05:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7125, loss_cls: 2.2866, loss: 2.2866, grad_norm: 3.9414 2020-08-05 11:16:20,025 - mmaction - INFO - Epoch [181][1440/3757] lr: 2.022e-02, eta: 2 days, 18:04:47, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7156, loss_cls: 2.3145, loss: 2.3145, grad_norm: 4.0727 2020-08-05 11:16:35,871 - mmaction - INFO - Epoch [181][1460/3757] lr: 2.022e-02, eta: 2 days, 18:04:29, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7164, loss_cls: 2.2637, loss: 2.2637, grad_norm: 4.0063 2020-08-05 11:16:51,622 - mmaction - INFO - Epoch [181][1480/3757] lr: 2.022e-02, eta: 2 days, 18:04:11, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.6906, loss_cls: 2.4113, loss: 2.4113, grad_norm: 4.0918 2020-08-05 11:17:07,408 - mmaction - INFO - Epoch [181][1500/3757] lr: 2.022e-02, eta: 2 days, 18:03:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7008, loss_cls: 2.3625, loss: 2.3625, grad_norm: 4.0443 2020-08-05 11:17:23,223 - mmaction - INFO - Epoch [181][1520/3757] lr: 2.022e-02, eta: 2 days, 18:03:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7141, loss_cls: 2.2849, loss: 2.2849, grad_norm: 4.0200 2020-08-05 11:17:39,062 - mmaction - INFO - Epoch [181][1540/3757] lr: 2.022e-02, eta: 2 days, 18:03:16, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7102, loss_cls: 2.3554, loss: 2.3554, grad_norm: 4.0590 2020-08-05 11:17:54,985 - mmaction - INFO - Epoch [181][1560/3757] lr: 2.022e-02, eta: 2 days, 18:02:58, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7289, loss_cls: 2.2378, loss: 2.2378, grad_norm: 3.9759 2020-08-05 11:18:10,792 - mmaction - INFO - Epoch [181][1580/3757] lr: 2.022e-02, eta: 2 days, 18:02:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7156, loss_cls: 2.2829, loss: 2.2829, grad_norm: 4.1169 2020-08-05 11:18:26,547 - mmaction - INFO - Epoch [181][1600/3757] lr: 2.022e-02, eta: 2 days, 18:02:22, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6859, loss_cls: 2.5012, loss: 2.5012, grad_norm: 4.2256 2020-08-05 11:18:42,370 - mmaction - INFO - Epoch [181][1620/3757] lr: 2.022e-02, eta: 2 days, 18:02:04, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7039, loss_cls: 2.3275, loss: 2.3275, grad_norm: 3.9510 2020-08-05 11:18:58,289 - mmaction - INFO - Epoch [181][1640/3757] lr: 2.022e-02, eta: 2 days, 18:01:46, time: 0.795, data_time: 0.009, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7125, loss_cls: 2.3047, loss: 2.3047, grad_norm: 3.9611 2020-08-05 11:19:13,975 - mmaction - INFO - Epoch [181][1660/3757] lr: 2.022e-02, eta: 2 days, 18:01:28, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6992, loss_cls: 2.4134, loss: 2.4134, grad_norm: 4.1176 2020-08-05 11:19:29,716 - mmaction - INFO - Epoch [181][1680/3757] lr: 2.022e-02, eta: 2 days, 18:01:10, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7102, loss_cls: 2.2944, loss: 2.2944, grad_norm: 3.9891 2020-08-05 11:19:45,607 - mmaction - INFO - Epoch [181][1700/3757] lr: 2.022e-02, eta: 2 days, 18:00:52, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7383, loss_cls: 2.2144, loss: 2.2144, grad_norm: 4.0868 2020-08-05 11:20:01,428 - mmaction - INFO - Epoch [181][1720/3757] lr: 2.022e-02, eta: 2 days, 18:00:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7000, loss_cls: 2.3693, loss: 2.3693, grad_norm: 4.0713 2020-08-05 11:20:17,249 - mmaction - INFO - Epoch [181][1740/3757] lr: 2.022e-02, eta: 2 days, 18:00:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7070, loss_cls: 2.2649, loss: 2.2649, grad_norm: 4.0301 2020-08-05 11:20:33,018 - mmaction - INFO - Epoch [181][1760/3757] lr: 2.022e-02, eta: 2 days, 17:59:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6891, loss_cls: 2.3745, loss: 2.3745, grad_norm: 4.0083 2020-08-05 11:20:48,841 - mmaction - INFO - Epoch [181][1780/3757] lr: 2.022e-02, eta: 2 days, 17:59:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7133, loss_cls: 2.3424, loss: 2.3424, grad_norm: 3.9668 2020-08-05 11:21:04,692 - mmaction - INFO - Epoch [181][1800/3757] lr: 2.022e-02, eta: 2 days, 17:59:21, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6977, loss_cls: 2.3918, loss: 2.3918, grad_norm: 4.0389 2020-08-05 11:21:20,434 - mmaction - INFO - Epoch [181][1820/3757] lr: 2.022e-02, eta: 2 days, 17:59:03, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7258, loss_cls: 2.3024, loss: 2.3024, grad_norm: 4.0974 2020-08-05 11:21:36,240 - mmaction - INFO - Epoch [181][1840/3757] lr: 2.022e-02, eta: 2 days, 17:58:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7141, loss_cls: 2.3193, loss: 2.3193, grad_norm: 4.0887 2020-08-05 11:21:52,101 - mmaction - INFO - Epoch [181][1860/3757] lr: 2.022e-02, eta: 2 days, 17:58:27, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7031, loss_cls: 2.3994, loss: 2.3994, grad_norm: 4.1116 2020-08-05 11:22:07,909 - mmaction - INFO - Epoch [181][1880/3757] lr: 2.022e-02, eta: 2 days, 17:58:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7086, loss_cls: 2.3069, loss: 2.3069, grad_norm: 4.0685 2020-08-05 11:22:23,690 - mmaction - INFO - Epoch [181][1900/3757] lr: 2.022e-02, eta: 2 days, 17:57:51, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7188, loss_cls: 2.2916, loss: 2.2916, grad_norm: 4.0120 2020-08-05 11:22:39,456 - mmaction - INFO - Epoch [181][1920/3757] lr: 2.022e-02, eta: 2 days, 17:57:33, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7023, loss_cls: 2.3608, loss: 2.3608, grad_norm: 4.0639 2020-08-05 11:22:55,306 - mmaction - INFO - Epoch [181][1940/3757] lr: 2.022e-02, eta: 2 days, 17:57:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7258, loss_cls: 2.2907, loss: 2.2907, grad_norm: 4.0389 2020-08-05 11:23:11,085 - mmaction - INFO - Epoch [181][1960/3757] lr: 2.022e-02, eta: 2 days, 17:56:56, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6859, loss_cls: 2.4059, loss: 2.4059, grad_norm: 4.1716 2020-08-05 11:23:26,848 - mmaction - INFO - Epoch [181][1980/3757] lr: 2.022e-02, eta: 2 days, 17:56:38, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7070, loss_cls: 2.3674, loss: 2.3674, grad_norm: 3.9887 2020-08-05 11:23:42,630 - mmaction - INFO - Epoch [181][2000/3757] lr: 2.022e-02, eta: 2 days, 17:56:20, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7125, loss_cls: 2.3254, loss: 2.3254, grad_norm: 3.8951 2020-08-05 11:23:58,419 - mmaction - INFO - Epoch [181][2020/3757] lr: 2.022e-02, eta: 2 days, 17:56:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7109, loss_cls: 2.3186, loss: 2.3186, grad_norm: 3.9127 2020-08-05 11:24:14,266 - mmaction - INFO - Epoch [181][2040/3757] lr: 2.022e-02, eta: 2 days, 17:55:44, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7078, loss_cls: 2.3119, loss: 2.3119, grad_norm: 4.0329 2020-08-05 11:24:30,055 - mmaction - INFO - Epoch [181][2060/3757] lr: 2.022e-02, eta: 2 days, 17:55:26, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7000, loss_cls: 2.3552, loss: 2.3552, grad_norm: 4.1013 2020-08-05 11:24:45,804 - mmaction - INFO - Epoch [181][2080/3757] lr: 2.022e-02, eta: 2 days, 17:55:08, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7258, loss_cls: 2.3352, loss: 2.3352, grad_norm: 4.0523 2020-08-05 11:25:01,660 - mmaction - INFO - Epoch [181][2100/3757] lr: 2.022e-02, eta: 2 days, 17:54:50, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7102, loss_cls: 2.3820, loss: 2.3820, grad_norm: 4.0257 2020-08-05 11:25:17,414 - mmaction - INFO - Epoch [181][2120/3757] lr: 2.022e-02, eta: 2 days, 17:54:31, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7305, loss_cls: 2.2378, loss: 2.2378, grad_norm: 4.1244 2020-08-05 11:25:33,243 - mmaction - INFO - Epoch [181][2140/3757] lr: 2.022e-02, eta: 2 days, 17:54:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.6961, loss_cls: 2.3882, loss: 2.3882, grad_norm: 4.1202 2020-08-05 11:25:49,122 - mmaction - INFO - Epoch [181][2160/3757] lr: 2.022e-02, eta: 2 days, 17:53:55, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7117, loss_cls: 2.3892, loss: 2.3892, grad_norm: 4.0201 2020-08-05 11:26:04,909 - mmaction - INFO - Epoch [181][2180/3757] lr: 2.022e-02, eta: 2 days, 17:53:37, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7094, loss_cls: 2.3878, loss: 2.3878, grad_norm: 3.9361 2020-08-05 11:26:20,692 - mmaction - INFO - Epoch [181][2200/3757] lr: 2.022e-02, eta: 2 days, 17:53:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6836, loss_cls: 2.4172, loss: 2.4172, grad_norm: 4.0350 2020-08-05 11:26:36,460 - mmaction - INFO - Epoch [181][2220/3757] lr: 2.022e-02, eta: 2 days, 17:53:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7133, loss_cls: 2.3499, loss: 2.3499, grad_norm: 3.9777 2020-08-05 11:26:52,258 - mmaction - INFO - Epoch [181][2240/3757] lr: 2.022e-02, eta: 2 days, 17:52:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7188, loss_cls: 2.3005, loss: 2.3005, grad_norm: 3.9337 2020-08-05 11:27:08,131 - mmaction - INFO - Epoch [181][2260/3757] lr: 2.022e-02, eta: 2 days, 17:52:25, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7016, loss_cls: 2.3196, loss: 2.3196, grad_norm: 4.1475 2020-08-05 11:27:24,038 - mmaction - INFO - Epoch [181][2280/3757] lr: 2.022e-02, eta: 2 days, 17:52:07, time: 0.795, data_time: 0.008, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7180, loss_cls: 2.3494, loss: 2.3494, grad_norm: 4.2018 2020-08-05 11:27:39,859 - mmaction - INFO - Epoch [181][2300/3757] lr: 2.022e-02, eta: 2 days, 17:51:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.6984, loss_cls: 2.3821, loss: 2.3821, grad_norm: 4.0497 2020-08-05 11:27:55,985 - mmaction - INFO - Epoch [181][2320/3757] lr: 2.022e-02, eta: 2 days, 17:51:31, time: 0.807, data_time: 0.024, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7078, loss_cls: 2.3623, loss: 2.3623, grad_norm: 4.0138 2020-08-05 11:28:12,121 - mmaction - INFO - Epoch [181][2340/3757] lr: 2.022e-02, eta: 2 days, 17:51:14, time: 0.807, data_time: 0.016, memory: 6192, top1_acc: 0.4633, top5_acc: 0.6875, loss_cls: 2.3800, loss: 2.3800, grad_norm: 3.9363 2020-08-05 11:28:28,263 - mmaction - INFO - Epoch [181][2360/3757] lr: 2.022e-02, eta: 2 days, 17:50:56, time: 0.807, data_time: 0.022, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7172, loss_cls: 2.2928, loss: 2.2928, grad_norm: 4.0912 2020-08-05 11:28:44,431 - mmaction - INFO - Epoch [181][2380/3757] lr: 2.022e-02, eta: 2 days, 17:50:39, time: 0.808, data_time: 0.018, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7047, loss_cls: 2.4014, loss: 2.4014, grad_norm: 4.1535 2020-08-05 11:29:00,470 - mmaction - INFO - Epoch [181][2400/3757] lr: 2.022e-02, eta: 2 days, 17:50:21, time: 0.800, data_time: 0.018, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7086, loss_cls: 2.3596, loss: 2.3596, grad_norm: 4.1018 2020-08-05 11:29:16,636 - mmaction - INFO - Epoch [181][2420/3757] lr: 2.022e-02, eta: 2 days, 17:50:03, time: 0.808, data_time: 0.019, memory: 6192, top1_acc: 0.4742, top5_acc: 0.6992, loss_cls: 2.3638, loss: 2.3638, grad_norm: 4.1185 2020-08-05 11:29:32,496 - mmaction - INFO - Epoch [181][2440/3757] lr: 2.022e-02, eta: 2 days, 17:49:45, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7297, loss_cls: 2.2157, loss: 2.2157, grad_norm: 3.9779 2020-08-05 11:29:48,261 - mmaction - INFO - Epoch [181][2460/3757] lr: 2.022e-02, eta: 2 days, 17:49:27, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7227, loss_cls: 2.3146, loss: 2.3146, grad_norm: 4.1489 2020-08-05 11:30:04,166 - mmaction - INFO - Epoch [181][2480/3757] lr: 2.022e-02, eta: 2 days, 17:49:09, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7258, loss_cls: 2.2455, loss: 2.2455, grad_norm: 3.8905 2020-08-05 11:30:20,040 - mmaction - INFO - Epoch [181][2500/3757] lr: 2.022e-02, eta: 2 days, 17:48:51, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7117, loss_cls: 2.3594, loss: 2.3594, grad_norm: 3.9615 2020-08-05 11:30:36,110 - mmaction - INFO - Epoch [181][2520/3757] lr: 2.022e-02, eta: 2 days, 17:48:33, time: 0.804, data_time: 0.019, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.1956, loss: 2.1956, grad_norm: 4.0477 2020-08-05 11:30:52,241 - mmaction - INFO - Epoch [181][2540/3757] lr: 2.022e-02, eta: 2 days, 17:48:16, time: 0.806, data_time: 0.021, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7086, loss_cls: 2.3650, loss: 2.3650, grad_norm: 4.0304 2020-08-05 11:31:08,478 - mmaction - INFO - Epoch [181][2560/3757] lr: 2.022e-02, eta: 2 days, 17:47:58, time: 0.811, data_time: 0.018, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7219, loss_cls: 2.2998, loss: 2.2998, grad_norm: 4.1082 2020-08-05 11:31:24,703 - mmaction - INFO - Epoch [181][2580/3757] lr: 2.022e-02, eta: 2 days, 17:47:41, time: 0.811, data_time: 0.026, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7102, loss_cls: 2.2628, loss: 2.2628, grad_norm: 3.9534 2020-08-05 11:31:40,535 - mmaction - INFO - Epoch [181][2600/3757] lr: 2.022e-02, eta: 2 days, 17:47:23, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7133, loss_cls: 2.3402, loss: 2.3402, grad_norm: 4.0301 2020-08-05 11:31:56,328 - mmaction - INFO - Epoch [181][2620/3757] lr: 2.022e-02, eta: 2 days, 17:47:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7055, loss_cls: 2.4019, loss: 2.4019, grad_norm: 4.1752 2020-08-05 11:32:12,183 - mmaction - INFO - Epoch [181][2640/3757] lr: 2.022e-02, eta: 2 days, 17:46:47, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.4121, loss: 2.4121, grad_norm: 4.1146 2020-08-05 11:32:27,998 - mmaction - INFO - Epoch [181][2660/3757] lr: 2.022e-02, eta: 2 days, 17:46:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7102, loss_cls: 2.3663, loss: 2.3663, grad_norm: 4.2260 2020-08-05 11:32:43,776 - mmaction - INFO - Epoch [181][2680/3757] lr: 2.022e-02, eta: 2 days, 17:46:11, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6992, loss_cls: 2.4093, loss: 2.4093, grad_norm: 4.1837 2020-08-05 11:32:59,582 - mmaction - INFO - Epoch [181][2700/3757] lr: 2.022e-02, eta: 2 days, 17:45:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7156, loss_cls: 2.3952, loss: 2.3952, grad_norm: 4.1776 2020-08-05 11:33:15,355 - mmaction - INFO - Epoch [181][2720/3757] lr: 2.022e-02, eta: 2 days, 17:45:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7406, loss_cls: 2.1936, loss: 2.1936, grad_norm: 3.8905 2020-08-05 11:33:31,223 - mmaction - INFO - Epoch [181][2740/3757] lr: 2.022e-02, eta: 2 days, 17:45:16, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7000, loss_cls: 2.3666, loss: 2.3666, grad_norm: 4.0286 2020-08-05 11:33:46,950 - mmaction - INFO - Epoch [181][2760/3757] lr: 2.022e-02, eta: 2 days, 17:44:58, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2959, loss: 2.2959, grad_norm: 4.0262 2020-08-05 11:34:02,671 - mmaction - INFO - Epoch [181][2780/3757] lr: 2.022e-02, eta: 2 days, 17:44:40, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4672, top5_acc: 0.6984, loss_cls: 2.3695, loss: 2.3695, grad_norm: 4.0769 2020-08-05 11:34:18,577 - mmaction - INFO - Epoch [181][2800/3757] lr: 2.022e-02, eta: 2 days, 17:44:22, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7156, loss_cls: 2.2884, loss: 2.2884, grad_norm: 4.0975 2020-08-05 11:34:34,399 - mmaction - INFO - Epoch [181][2820/3757] lr: 2.022e-02, eta: 2 days, 17:44:04, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7039, loss_cls: 2.3626, loss: 2.3626, grad_norm: 4.0896 2020-08-05 11:34:50,222 - mmaction - INFO - Epoch [181][2840/3757] lr: 2.022e-02, eta: 2 days, 17:43:46, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7125, loss_cls: 2.3410, loss: 2.3410, grad_norm: 4.0006 2020-08-05 11:35:06,096 - mmaction - INFO - Epoch [181][2860/3757] lr: 2.022e-02, eta: 2 days, 17:43:28, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4453, top5_acc: 0.6875, loss_cls: 2.4610, loss: 2.4610, grad_norm: 4.1788 2020-08-05 11:35:21,773 - mmaction - INFO - Epoch [181][2880/3757] lr: 2.022e-02, eta: 2 days, 17:43:10, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6969, loss_cls: 2.3866, loss: 2.3866, grad_norm: 3.9517 2020-08-05 11:35:37,554 - mmaction - INFO - Epoch [181][2900/3757] lr: 2.022e-02, eta: 2 days, 17:42:52, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6883, loss_cls: 2.4314, loss: 2.4314, grad_norm: 4.1814 2020-08-05 11:35:53,430 - mmaction - INFO - Epoch [181][2920/3757] lr: 2.022e-02, eta: 2 days, 17:42:34, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.6984, loss_cls: 2.4144, loss: 2.4144, grad_norm: 4.0326 2020-08-05 11:36:09,201 - mmaction - INFO - Epoch [181][2940/3757] lr: 2.022e-02, eta: 2 days, 17:42:15, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4391, top5_acc: 0.6977, loss_cls: 2.4365, loss: 2.4365, grad_norm: 4.0030 2020-08-05 11:36:24,978 - mmaction - INFO - Epoch [181][2960/3757] lr: 2.022e-02, eta: 2 days, 17:41:57, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7039, loss_cls: 2.3831, loss: 2.3831, grad_norm: 4.0434 2020-08-05 11:36:40,752 - mmaction - INFO - Epoch [181][2980/3757] lr: 2.022e-02, eta: 2 days, 17:41:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7227, loss_cls: 2.3530, loss: 2.3530, grad_norm: 4.0852 2020-08-05 11:36:56,507 - mmaction - INFO - Epoch [181][3000/3757] lr: 2.022e-02, eta: 2 days, 17:41:21, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7086, loss_cls: 2.3617, loss: 2.3617, grad_norm: 3.9729 2020-08-05 11:37:12,345 - mmaction - INFO - Epoch [181][3020/3757] lr: 2.022e-02, eta: 2 days, 17:41:03, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7039, loss_cls: 2.3076, loss: 2.3076, grad_norm: 4.0203 2020-08-05 11:37:28,075 - mmaction - INFO - Epoch [181][3040/3757] lr: 2.022e-02, eta: 2 days, 17:40:45, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7164, loss_cls: 2.2582, loss: 2.2582, grad_norm: 4.0039 2020-08-05 11:37:43,850 - mmaction - INFO - Epoch [181][3060/3757] lr: 2.022e-02, eta: 2 days, 17:40:27, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.7047, loss_cls: 2.3889, loss: 2.3889, grad_norm: 4.1957 2020-08-05 11:37:59,688 - mmaction - INFO - Epoch [181][3080/3757] lr: 2.022e-02, eta: 2 days, 17:40:09, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7109, loss_cls: 2.3442, loss: 2.3442, grad_norm: 4.1359 2020-08-05 11:38:15,427 - mmaction - INFO - Epoch [181][3100/3757] lr: 2.022e-02, eta: 2 days, 17:39:51, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7117, loss_cls: 2.4104, loss: 2.4104, grad_norm: 3.9410 2020-08-05 11:38:31,236 - mmaction - INFO - Epoch [181][3120/3757] lr: 2.022e-02, eta: 2 days, 17:39:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7289, loss_cls: 2.2443, loss: 2.2443, grad_norm: 3.9487 2020-08-05 11:38:47,215 - mmaction - INFO - Epoch [181][3140/3757] lr: 2.022e-02, eta: 2 days, 17:39:15, time: 0.800, data_time: 0.011, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7047, loss_cls: 2.3434, loss: 2.3434, grad_norm: 4.0583 2020-08-05 11:39:02,995 - mmaction - INFO - Epoch [181][3160/3757] lr: 2.022e-02, eta: 2 days, 17:38:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7297, loss_cls: 2.2657, loss: 2.2657, grad_norm: 3.9562 2020-08-05 11:39:18,742 - mmaction - INFO - Epoch [181][3180/3757] lr: 2.022e-02, eta: 2 days, 17:38:38, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4773, top5_acc: 0.6984, loss_cls: 2.3406, loss: 2.3406, grad_norm: 3.8552 2020-08-05 11:39:34,572 - mmaction - INFO - Epoch [181][3200/3757] lr: 2.022e-02, eta: 2 days, 17:38:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7039, loss_cls: 2.3533, loss: 2.3533, grad_norm: 4.0378 2020-08-05 11:39:50,386 - mmaction - INFO - Epoch [181][3220/3757] lr: 2.022e-02, eta: 2 days, 17:38:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7109, loss_cls: 2.3596, loss: 2.3596, grad_norm: 4.0975 2020-08-05 11:40:06,257 - mmaction - INFO - Epoch [181][3240/3757] lr: 2.022e-02, eta: 2 days, 17:37:44, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7102, loss_cls: 2.3613, loss: 2.3613, grad_norm: 4.0688 2020-08-05 11:40:21,929 - mmaction - INFO - Epoch [181][3260/3757] lr: 2.022e-02, eta: 2 days, 17:37:26, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6992, loss_cls: 2.4528, loss: 2.4528, grad_norm: 4.1931 2020-08-05 11:40:37,702 - mmaction - INFO - Epoch [181][3280/3757] lr: 2.022e-02, eta: 2 days, 17:37:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7156, loss_cls: 2.3407, loss: 2.3407, grad_norm: 4.0189 2020-08-05 11:40:53,476 - mmaction - INFO - Epoch [181][3300/3757] lr: 2.022e-02, eta: 2 days, 17:36:50, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7102, loss_cls: 2.3040, loss: 2.3040, grad_norm: 4.0225 2020-08-05 11:41:09,353 - mmaction - INFO - Epoch [181][3320/3757] lr: 2.022e-02, eta: 2 days, 17:36:32, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7055, loss_cls: 2.3523, loss: 2.3523, grad_norm: 4.0171 2020-08-05 11:41:25,188 - mmaction - INFO - Epoch [181][3340/3757] lr: 2.022e-02, eta: 2 days, 17:36:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7203, loss_cls: 2.2838, loss: 2.2838, grad_norm: 3.9603 2020-08-05 11:41:40,888 - mmaction - INFO - Epoch [181][3360/3757] lr: 2.022e-02, eta: 2 days, 17:35:56, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4477, top5_acc: 0.6844, loss_cls: 2.4247, loss: 2.4247, grad_norm: 3.9172 2020-08-05 11:41:56,809 - mmaction - INFO - Epoch [181][3380/3757] lr: 2.022e-02, eta: 2 days, 17:35:38, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7109, loss_cls: 2.3577, loss: 2.3577, grad_norm: 3.9787 2020-08-05 11:42:12,634 - mmaction - INFO - Epoch [181][3400/3757] lr: 2.022e-02, eta: 2 days, 17:35:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.6984, loss_cls: 2.4153, loss: 2.4153, grad_norm: 4.0394 2020-08-05 11:42:28,344 - mmaction - INFO - Epoch [181][3420/3757] lr: 2.022e-02, eta: 2 days, 17:35:02, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7203, loss_cls: 2.3107, loss: 2.3107, grad_norm: 4.0021 2020-08-05 11:42:44,082 - mmaction - INFO - Epoch [181][3440/3757] lr: 2.022e-02, eta: 2 days, 17:34:43, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7047, loss_cls: 2.3344, loss: 2.3344, grad_norm: 4.0731 2020-08-05 11:42:59,846 - mmaction - INFO - Epoch [181][3460/3757] lr: 2.022e-02, eta: 2 days, 17:34:25, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4367, top5_acc: 0.7102, loss_cls: 2.3833, loss: 2.3833, grad_norm: 4.0708 2020-08-05 11:43:15,579 - mmaction - INFO - Epoch [181][3480/3757] lr: 2.022e-02, eta: 2 days, 17:34:07, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7086, loss_cls: 2.2970, loss: 2.2970, grad_norm: 4.0369 2020-08-05 11:43:31,342 - mmaction - INFO - Epoch [181][3500/3757] lr: 2.022e-02, eta: 2 days, 17:33:49, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7023, loss_cls: 2.3804, loss: 2.3804, grad_norm: 4.1277 2020-08-05 11:43:47,114 - mmaction - INFO - Epoch [181][3520/3757] lr: 2.022e-02, eta: 2 days, 17:33:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.6914, loss_cls: 2.3398, loss: 2.3398, grad_norm: 3.9231 2020-08-05 11:44:02,924 - mmaction - INFO - Epoch [181][3540/3757] lr: 2.022e-02, eta: 2 days, 17:33:13, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7242, loss_cls: 2.2866, loss: 2.2866, grad_norm: 4.1042 2020-08-05 11:44:18,751 - mmaction - INFO - Epoch [181][3560/3757] lr: 2.022e-02, eta: 2 days, 17:32:55, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7133, loss_cls: 2.3657, loss: 2.3657, grad_norm: 4.0228 2020-08-05 11:44:34,558 - mmaction - INFO - Epoch [181][3580/3757] lr: 2.022e-02, eta: 2 days, 17:32:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6898, loss_cls: 2.4062, loss: 2.4062, grad_norm: 4.0007 2020-08-05 11:44:50,408 - mmaction - INFO - Epoch [181][3600/3757] lr: 2.022e-02, eta: 2 days, 17:32:19, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7039, loss_cls: 2.3500, loss: 2.3500, grad_norm: 3.9382 2020-08-05 11:45:06,214 - mmaction - INFO - Epoch [181][3620/3757] lr: 2.022e-02, eta: 2 days, 17:32:01, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7344, loss_cls: 2.2329, loss: 2.2329, grad_norm: 4.0097 2020-08-05 11:45:21,922 - mmaction - INFO - Epoch [181][3640/3757] lr: 2.022e-02, eta: 2 days, 17:31:43, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.2361, loss: 2.2361, grad_norm: 4.0240 2020-08-05 11:45:37,720 - mmaction - INFO - Epoch [181][3660/3757] lr: 2.022e-02, eta: 2 days, 17:31:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7086, loss_cls: 2.3363, loss: 2.3363, grad_norm: 4.0359 2020-08-05 11:45:53,551 - mmaction - INFO - Epoch [181][3680/3757] lr: 2.022e-02, eta: 2 days, 17:31:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7234, loss_cls: 2.2155, loss: 2.2155, grad_norm: 3.9493 2020-08-05 11:46:09,412 - mmaction - INFO - Epoch [181][3700/3757] lr: 2.022e-02, eta: 2 days, 17:30:48, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7133, loss_cls: 2.3225, loss: 2.3225, grad_norm: 4.0510 2020-08-05 11:46:25,216 - mmaction - INFO - Epoch [181][3720/3757] lr: 2.022e-02, eta: 2 days, 17:30:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7180, loss_cls: 2.3175, loss: 2.3175, grad_norm: 4.0966 2020-08-05 11:46:41,030 - mmaction - INFO - Epoch [181][3740/3757] lr: 2.022e-02, eta: 2 days, 17:30:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7195, loss_cls: 2.3081, loss: 2.3081, grad_norm: 4.0725 2020-08-05 11:50:42,388 - mmaction - INFO - Epoch [182][20/3757] lr: 1.972e-02, eta: 2 days, 17:33:48, time: 10.272, data_time: 9.310, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7000, loss_cls: 2.3639, loss: 2.3639, grad_norm: 4.0674 2020-08-05 11:50:58,169 - mmaction - INFO - Epoch [182][40/3757] lr: 1.972e-02, eta: 2 days, 17:33:30, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7156, loss_cls: 2.3068, loss: 2.3068, grad_norm: 3.9795 2020-08-05 11:51:13,824 - mmaction - INFO - Epoch [182][60/3757] lr: 1.972e-02, eta: 2 days, 17:33:12, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6789, loss_cls: 2.4570, loss: 2.4570, grad_norm: 4.1544 2020-08-05 11:51:29,596 - mmaction - INFO - Epoch [182][80/3757] lr: 1.972e-02, eta: 2 days, 17:32:54, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7094, loss_cls: 2.3003, loss: 2.3003, grad_norm: 3.9234 2020-08-05 11:51:45,435 - mmaction - INFO - Epoch [182][100/3757] lr: 1.972e-02, eta: 2 days, 17:32:36, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.2132, loss: 2.2132, grad_norm: 4.0388 2020-08-05 11:52:01,176 - mmaction - INFO - Epoch [182][120/3757] lr: 1.972e-02, eta: 2 days, 17:32:17, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7086, loss_cls: 2.3018, loss: 2.3018, grad_norm: 4.0326 2020-08-05 11:52:17,017 - mmaction - INFO - Epoch [182][140/3757] lr: 1.972e-02, eta: 2 days, 17:31:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.6977, loss_cls: 2.3578, loss: 2.3578, grad_norm: 3.9506 2020-08-05 11:52:32,715 - mmaction - INFO - Epoch [182][160/3757] lr: 1.972e-02, eta: 2 days, 17:31:41, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7141, loss_cls: 2.3313, loss: 2.3313, grad_norm: 4.0440 2020-08-05 11:52:48,445 - mmaction - INFO - Epoch [182][180/3757] lr: 1.972e-02, eta: 2 days, 17:31:23, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7305, loss_cls: 2.2354, loss: 2.2354, grad_norm: 4.1327 2020-08-05 11:53:04,227 - mmaction - INFO - Epoch [182][200/3757] lr: 1.972e-02, eta: 2 days, 17:31:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7078, loss_cls: 2.3476, loss: 2.3476, grad_norm: 4.1505 2020-08-05 11:53:20,047 - mmaction - INFO - Epoch [182][220/3757] lr: 1.972e-02, eta: 2 days, 17:30:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7133, loss_cls: 2.3403, loss: 2.3403, grad_norm: 4.0760 2020-08-05 11:53:35,823 - mmaction - INFO - Epoch [182][240/3757] lr: 1.972e-02, eta: 2 days, 17:30:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7148, loss_cls: 2.3145, loss: 2.3145, grad_norm: 4.1096 2020-08-05 11:53:51,640 - mmaction - INFO - Epoch [182][260/3757] lr: 1.972e-02, eta: 2 days, 17:30:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6859, loss_cls: 2.4361, loss: 2.4361, grad_norm: 4.1640 2020-08-05 11:54:07,407 - mmaction - INFO - Epoch [182][280/3757] lr: 1.972e-02, eta: 2 days, 17:29:52, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7086, loss_cls: 2.4111, loss: 2.4111, grad_norm: 4.1503 2020-08-05 11:54:23,245 - mmaction - INFO - Epoch [182][300/3757] lr: 1.972e-02, eta: 2 days, 17:29:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7148, loss_cls: 2.3626, loss: 2.3626, grad_norm: 4.2598 2020-08-05 11:54:39,012 - mmaction - INFO - Epoch [182][320/3757] lr: 1.972e-02, eta: 2 days, 17:29:16, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7320, loss_cls: 2.2295, loss: 2.2295, grad_norm: 3.9451 2020-08-05 11:54:54,785 - mmaction - INFO - Epoch [182][340/3757] lr: 1.972e-02, eta: 2 days, 17:28:58, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7086, loss_cls: 2.2972, loss: 2.2972, grad_norm: 3.9865 2020-08-05 11:55:10,580 - mmaction - INFO - Epoch [182][360/3757] lr: 1.972e-02, eta: 2 days, 17:28:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7266, loss_cls: 2.2671, loss: 2.2671, grad_norm: 3.9970 2020-08-05 11:55:26,412 - mmaction - INFO - Epoch [182][380/3757] lr: 1.972e-02, eta: 2 days, 17:28:22, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6945, loss_cls: 2.4237, loss: 2.4237, grad_norm: 4.1263 2020-08-05 11:55:42,154 - mmaction - INFO - Epoch [182][400/3757] lr: 1.972e-02, eta: 2 days, 17:28:04, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7031, loss_cls: 2.2631, loss: 2.2631, grad_norm: 4.0348 2020-08-05 11:55:57,904 - mmaction - INFO - Epoch [182][420/3757] lr: 1.972e-02, eta: 2 days, 17:27:46, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7102, loss_cls: 2.3175, loss: 2.3175, grad_norm: 3.9832 2020-08-05 11:56:13,671 - mmaction - INFO - Epoch [182][440/3757] lr: 1.972e-02, eta: 2 days, 17:27:27, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6844, loss_cls: 2.4131, loss: 2.4131, grad_norm: 4.1014 2020-08-05 11:56:29,468 - mmaction - INFO - Epoch [182][460/3757] lr: 1.972e-02, eta: 2 days, 17:27:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7289, loss_cls: 2.2411, loss: 2.2411, grad_norm: 3.9206 2020-08-05 11:56:45,285 - mmaction - INFO - Epoch [182][480/3757] lr: 1.972e-02, eta: 2 days, 17:26:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7234, loss_cls: 2.2997, loss: 2.2997, grad_norm: 4.0128 2020-08-05 11:57:01,092 - mmaction - INFO - Epoch [182][500/3757] lr: 1.972e-02, eta: 2 days, 17:26:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7102, loss_cls: 2.3256, loss: 2.3256, grad_norm: 4.1318 2020-08-05 11:57:16,912 - mmaction - INFO - Epoch [182][520/3757] lr: 1.972e-02, eta: 2 days, 17:26:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7320, loss_cls: 2.2320, loss: 2.2320, grad_norm: 3.9130 2020-08-05 11:57:32,780 - mmaction - INFO - Epoch [182][540/3757] lr: 1.972e-02, eta: 2 days, 17:25:57, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7086, loss_cls: 2.2990, loss: 2.2990, grad_norm: 4.0611 2020-08-05 11:57:48,590 - mmaction - INFO - Epoch [182][560/3757] lr: 1.972e-02, eta: 2 days, 17:25:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7078, loss_cls: 2.3546, loss: 2.3546, grad_norm: 4.0295 2020-08-05 11:58:04,470 - mmaction - INFO - Epoch [182][580/3757] lr: 1.972e-02, eta: 2 days, 17:25:21, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7203, loss_cls: 2.2336, loss: 2.2336, grad_norm: 4.0068 2020-08-05 11:58:20,356 - mmaction - INFO - Epoch [182][600/3757] lr: 1.972e-02, eta: 2 days, 17:25:03, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7219, loss_cls: 2.3024, loss: 2.3024, grad_norm: 4.1451 2020-08-05 11:58:36,171 - mmaction - INFO - Epoch [182][620/3757] lr: 1.972e-02, eta: 2 days, 17:24:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7086, loss_cls: 2.3663, loss: 2.3663, grad_norm: 4.0887 2020-08-05 11:58:52,011 - mmaction - INFO - Epoch [182][640/3757] lr: 1.972e-02, eta: 2 days, 17:24:27, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7227, loss_cls: 2.2623, loss: 2.2623, grad_norm: 4.0002 2020-08-05 11:59:07,816 - mmaction - INFO - Epoch [182][660/3757] lr: 1.972e-02, eta: 2 days, 17:24:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.2160, loss: 2.2160, grad_norm: 4.0816 2020-08-05 11:59:23,590 - mmaction - INFO - Epoch [182][680/3757] lr: 1.972e-02, eta: 2 days, 17:23:51, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7141, loss_cls: 2.3260, loss: 2.3260, grad_norm: 4.2208 2020-08-05 11:59:39,431 - mmaction - INFO - Epoch [182][700/3757] lr: 1.972e-02, eta: 2 days, 17:23:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7266, loss_cls: 2.2859, loss: 2.2859, grad_norm: 4.1468 2020-08-05 11:59:55,346 - mmaction - INFO - Epoch [182][720/3757] lr: 1.972e-02, eta: 2 days, 17:23:15, time: 0.796, data_time: 0.010, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7266, loss_cls: 2.2633, loss: 2.2633, grad_norm: 3.9628 2020-08-05 12:00:15,795 - mmaction - INFO - Epoch [182][740/3757] lr: 1.972e-02, eta: 2 days, 17:23:03, time: 1.013, data_time: 0.003, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7086, loss_cls: 2.3101, loss: 2.3101, grad_norm: 3.9038 2020-08-05 12:00:31,569 - mmaction - INFO - Epoch [182][760/3757] lr: 1.972e-02, eta: 2 days, 17:22:45, time: 0.798, data_time: 0.015, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7031, loss_cls: 2.3209, loss: 2.3209, grad_norm: 3.9668 2020-08-05 12:00:47,396 - mmaction - INFO - Epoch [182][780/3757] lr: 1.972e-02, eta: 2 days, 17:22:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7180, loss_cls: 2.3242, loss: 2.3242, grad_norm: 4.1068 2020-08-05 12:01:03,194 - mmaction - INFO - Epoch [182][800/3757] lr: 1.972e-02, eta: 2 days, 17:22:09, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7102, loss_cls: 2.3593, loss: 2.3593, grad_norm: 4.2039 2020-08-05 12:01:18,987 - mmaction - INFO - Epoch [182][820/3757] lr: 1.972e-02, eta: 2 days, 17:21:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7063, loss_cls: 2.3494, loss: 2.3494, grad_norm: 4.0980 2020-08-05 12:01:34,715 - mmaction - INFO - Epoch [182][840/3757] lr: 1.972e-02, eta: 2 days, 17:21:33, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4633, top5_acc: 0.6961, loss_cls: 2.3529, loss: 2.3529, grad_norm: 4.0364 2020-08-05 12:01:50,516 - mmaction - INFO - Epoch [182][860/3757] lr: 1.972e-02, eta: 2 days, 17:21:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7023, loss_cls: 2.3434, loss: 2.3434, grad_norm: 4.0814 2020-08-05 12:02:06,328 - mmaction - INFO - Epoch [182][880/3757] lr: 1.972e-02, eta: 2 days, 17:20:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7250, loss_cls: 2.3393, loss: 2.3393, grad_norm: 4.1159 2020-08-05 12:02:22,041 - mmaction - INFO - Epoch [182][900/3757] lr: 1.972e-02, eta: 2 days, 17:20:38, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7234, loss_cls: 2.2079, loss: 2.2079, grad_norm: 3.9102 2020-08-05 12:02:37,985 - mmaction - INFO - Epoch [182][920/3757] lr: 1.972e-02, eta: 2 days, 17:20:20, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7328, loss_cls: 2.2393, loss: 2.2393, grad_norm: 4.1882 2020-08-05 12:02:53,737 - mmaction - INFO - Epoch [182][940/3757] lr: 1.972e-02, eta: 2 days, 17:20:02, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7063, loss_cls: 2.3720, loss: 2.3720, grad_norm: 4.1543 2020-08-05 12:03:09,552 - mmaction - INFO - Epoch [182][960/3757] lr: 1.972e-02, eta: 2 days, 17:19:44, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7133, loss_cls: 2.2986, loss: 2.2986, grad_norm: 4.1168 2020-08-05 12:03:25,445 - mmaction - INFO - Epoch [182][980/3757] lr: 1.972e-02, eta: 2 days, 17:19:26, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7109, loss_cls: 2.3418, loss: 2.3418, grad_norm: 4.1424 2020-08-05 12:03:41,089 - mmaction - INFO - Epoch [182][1000/3757] lr: 1.972e-02, eta: 2 days, 17:19:08, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7492, loss_cls: 2.1486, loss: 2.1486, grad_norm: 3.9506 2020-08-05 12:03:56,912 - mmaction - INFO - Epoch [182][1020/3757] lr: 1.972e-02, eta: 2 days, 17:18:50, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3410, loss: 2.3410, grad_norm: 4.2045 2020-08-05 12:04:12,772 - mmaction - INFO - Epoch [182][1040/3757] lr: 1.972e-02, eta: 2 days, 17:18:32, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7297, loss_cls: 2.2231, loss: 2.2231, grad_norm: 4.0552 2020-08-05 12:04:28,955 - mmaction - INFO - Epoch [182][1060/3757] lr: 1.972e-02, eta: 2 days, 17:18:14, time: 0.810, data_time: 0.001, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7242, loss_cls: 2.2787, loss: 2.2787, grad_norm: 4.0314 2020-08-05 12:04:44,764 - mmaction - INFO - Epoch [182][1080/3757] lr: 1.972e-02, eta: 2 days, 17:17:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.7000, loss_cls: 2.3885, loss: 2.3885, grad_norm: 4.2194 2020-08-05 12:05:00,599 - mmaction - INFO - Epoch [182][1100/3757] lr: 1.972e-02, eta: 2 days, 17:17:38, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7102, loss_cls: 2.2936, loss: 2.2936, grad_norm: 3.9917 2020-08-05 12:05:16,399 - mmaction - INFO - Epoch [182][1120/3757] lr: 1.972e-02, eta: 2 days, 17:17:20, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7352, loss_cls: 2.2368, loss: 2.2368, grad_norm: 4.0528 2020-08-05 12:05:32,199 - mmaction - INFO - Epoch [182][1140/3757] lr: 1.972e-02, eta: 2 days, 17:17:02, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7109, loss_cls: 2.3239, loss: 2.3239, grad_norm: 4.1043 2020-08-05 12:05:49,774 - mmaction - INFO - Epoch [182][1160/3757] lr: 1.972e-02, eta: 2 days, 17:16:47, time: 0.878, data_time: 0.001, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7297, loss_cls: 2.3307, loss: 2.3307, grad_norm: 4.0747 2020-08-05 12:06:05,501 - mmaction - INFO - Epoch [182][1180/3757] lr: 1.972e-02, eta: 2 days, 17:16:28, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7266, loss_cls: 2.2306, loss: 2.2306, grad_norm: 4.0858 2020-08-05 12:06:21,224 - mmaction - INFO - Epoch [182][1200/3757] lr: 1.972e-02, eta: 2 days, 17:16:10, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7203, loss_cls: 2.3110, loss: 2.3110, grad_norm: 4.1017 2020-08-05 12:06:37,143 - mmaction - INFO - Epoch [182][1220/3757] lr: 1.972e-02, eta: 2 days, 17:15:52, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7008, loss_cls: 2.3133, loss: 2.3133, grad_norm: 4.1568 2020-08-05 12:06:52,882 - mmaction - INFO - Epoch [182][1240/3757] lr: 1.972e-02, eta: 2 days, 17:15:34, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7117, loss_cls: 2.3107, loss: 2.3107, grad_norm: 4.1120 2020-08-05 12:07:09,102 - mmaction - INFO - Epoch [182][1260/3757] lr: 1.972e-02, eta: 2 days, 17:15:17, time: 0.811, data_time: 0.025, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7234, loss_cls: 2.2475, loss: 2.2475, grad_norm: 4.0800 2020-08-05 12:07:24,995 - mmaction - INFO - Epoch [182][1280/3757] lr: 1.972e-02, eta: 2 days, 17:14:59, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7211, loss_cls: 2.2374, loss: 2.2374, grad_norm: 3.9989 2020-08-05 12:07:40,784 - mmaction - INFO - Epoch [182][1300/3757] lr: 1.972e-02, eta: 2 days, 17:14:41, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7023, loss_cls: 2.4210, loss: 2.4210, grad_norm: 4.1969 2020-08-05 12:07:56,639 - mmaction - INFO - Epoch [182][1320/3757] lr: 1.972e-02, eta: 2 days, 17:14:23, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.3645, loss: 2.3645, grad_norm: 4.1342 2020-08-05 12:08:12,468 - mmaction - INFO - Epoch [182][1340/3757] lr: 1.972e-02, eta: 2 days, 17:14:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6922, loss_cls: 2.3845, loss: 2.3845, grad_norm: 4.0282 2020-08-05 12:08:28,270 - mmaction - INFO - Epoch [182][1360/3757] lr: 1.972e-02, eta: 2 days, 17:13:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7117, loss_cls: 2.3183, loss: 2.3183, grad_norm: 4.0732 2020-08-05 12:08:44,087 - mmaction - INFO - Epoch [182][1380/3757] lr: 1.972e-02, eta: 2 days, 17:13:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.3531, loss: 2.3531, grad_norm: 4.1313 2020-08-05 12:08:59,863 - mmaction - INFO - Epoch [182][1400/3757] lr: 1.972e-02, eta: 2 days, 17:13:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7078, loss_cls: 2.3697, loss: 2.3697, grad_norm: 4.1161 2020-08-05 12:09:15,651 - mmaction - INFO - Epoch [182][1420/3757] lr: 1.972e-02, eta: 2 days, 17:12:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7023, loss_cls: 2.3570, loss: 2.3570, grad_norm: 4.1005 2020-08-05 12:09:31,520 - mmaction - INFO - Epoch [182][1440/3757] lr: 1.972e-02, eta: 2 days, 17:12:34, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7141, loss_cls: 2.2969, loss: 2.2969, grad_norm: 4.0026 2020-08-05 12:09:47,458 - mmaction - INFO - Epoch [182][1460/3757] lr: 1.972e-02, eta: 2 days, 17:12:16, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7141, loss_cls: 2.3054, loss: 2.3054, grad_norm: 4.0071 2020-08-05 12:10:03,215 - mmaction - INFO - Epoch [182][1480/3757] lr: 1.972e-02, eta: 2 days, 17:11:58, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7109, loss_cls: 2.3714, loss: 2.3714, grad_norm: 4.1325 2020-08-05 12:10:18,910 - mmaction - INFO - Epoch [182][1500/3757] lr: 1.972e-02, eta: 2 days, 17:11:40, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7219, loss_cls: 2.2457, loss: 2.2457, grad_norm: 3.9860 2020-08-05 12:10:34,699 - mmaction - INFO - Epoch [182][1520/3757] lr: 1.972e-02, eta: 2 days, 17:11:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7352, loss_cls: 2.2487, loss: 2.2487, grad_norm: 4.1083 2020-08-05 12:10:50,490 - mmaction - INFO - Epoch [182][1540/3757] lr: 1.972e-02, eta: 2 days, 17:11:04, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.2671, loss: 2.2671, grad_norm: 4.0919 2020-08-05 12:11:06,366 - mmaction - INFO - Epoch [182][1560/3757] lr: 1.972e-02, eta: 2 days, 17:10:46, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7156, loss_cls: 2.3044, loss: 2.3044, grad_norm: 4.0884 2020-08-05 12:11:22,046 - mmaction - INFO - Epoch [182][1580/3757] lr: 1.972e-02, eta: 2 days, 17:10:28, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7125, loss_cls: 2.3301, loss: 2.3301, grad_norm: 4.0972 2020-08-05 12:11:37,897 - mmaction - INFO - Epoch [182][1600/3757] lr: 1.972e-02, eta: 2 days, 17:10:10, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7219, loss_cls: 2.2662, loss: 2.2662, grad_norm: 4.0322 2020-08-05 12:11:53,790 - mmaction - INFO - Epoch [182][1620/3757] lr: 1.972e-02, eta: 2 days, 17:09:52, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7242, loss_cls: 2.2816, loss: 2.2816, grad_norm: 4.1372 2020-08-05 12:12:09,582 - mmaction - INFO - Epoch [182][1640/3757] lr: 1.972e-02, eta: 2 days, 17:09:34, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2961, loss: 2.2961, grad_norm: 3.9515 2020-08-05 12:12:25,352 - mmaction - INFO - Epoch [182][1660/3757] lr: 1.972e-02, eta: 2 days, 17:09:16, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4602, top5_acc: 0.6961, loss_cls: 2.3482, loss: 2.3482, grad_norm: 3.9736 2020-08-05 12:12:41,229 - mmaction - INFO - Epoch [182][1680/3757] lr: 1.972e-02, eta: 2 days, 17:08:58, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7008, loss_cls: 2.2822, loss: 2.2822, grad_norm: 4.0176 2020-08-05 12:12:57,018 - mmaction - INFO - Epoch [182][1700/3757] lr: 1.972e-02, eta: 2 days, 17:08:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7172, loss_cls: 2.2762, loss: 2.2762, grad_norm: 4.0681 2020-08-05 12:13:12,805 - mmaction - INFO - Epoch [182][1720/3757] lr: 1.972e-02, eta: 2 days, 17:08:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7172, loss_cls: 2.2977, loss: 2.2977, grad_norm: 4.0987 2020-08-05 12:13:28,700 - mmaction - INFO - Epoch [182][1740/3757] lr: 1.972e-02, eta: 2 days, 17:08:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4727, top5_acc: 0.6945, loss_cls: 2.4000, loss: 2.4000, grad_norm: 4.1282 2020-08-05 12:13:44,412 - mmaction - INFO - Epoch [182][1760/3757] lr: 1.972e-02, eta: 2 days, 17:07:45, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7164, loss_cls: 2.3235, loss: 2.3235, grad_norm: 4.0911 2020-08-05 12:14:00,234 - mmaction - INFO - Epoch [182][1780/3757] lr: 1.972e-02, eta: 2 days, 17:07:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7094, loss_cls: 2.3449, loss: 2.3449, grad_norm: 4.1490 2020-08-05 12:14:16,011 - mmaction - INFO - Epoch [182][1800/3757] lr: 1.972e-02, eta: 2 days, 17:07:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2753, loss: 2.2753, grad_norm: 4.1076 2020-08-05 12:14:31,825 - mmaction - INFO - Epoch [182][1820/3757] lr: 1.972e-02, eta: 2 days, 17:06:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7336, loss_cls: 2.2050, loss: 2.2050, grad_norm: 4.1003 2020-08-05 12:14:47,565 - mmaction - INFO - Epoch [182][1840/3757] lr: 1.972e-02, eta: 2 days, 17:06:33, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7156, loss_cls: 2.3052, loss: 2.3052, grad_norm: 4.0721 2020-08-05 12:15:03,389 - mmaction - INFO - Epoch [182][1860/3757] lr: 1.972e-02, eta: 2 days, 17:06:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7109, loss_cls: 2.3084, loss: 2.3084, grad_norm: 4.1793 2020-08-05 12:15:24,420 - mmaction - INFO - Epoch [182][1880/3757] lr: 1.972e-02, eta: 2 days, 17:06:04, time: 1.051, data_time: 0.001, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7023, loss_cls: 2.3769, loss: 2.3769, grad_norm: 4.2205 2020-08-05 12:15:40,226 - mmaction - INFO - Epoch [182][1900/3757] lr: 1.972e-02, eta: 2 days, 17:05:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7023, loss_cls: 2.3639, loss: 2.3639, grad_norm: 4.0781 2020-08-05 12:15:55,946 - mmaction - INFO - Epoch [182][1920/3757] lr: 1.972e-02, eta: 2 days, 17:05:28, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7312, loss_cls: 2.2610, loss: 2.2610, grad_norm: 4.0790 2020-08-05 12:16:11,853 - mmaction - INFO - Epoch [182][1940/3757] lr: 1.972e-02, eta: 2 days, 17:05:10, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.6977, loss_cls: 2.3548, loss: 2.3548, grad_norm: 4.0147 2020-08-05 12:16:27,596 - mmaction - INFO - Epoch [182][1960/3757] lr: 1.972e-02, eta: 2 days, 17:04:52, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7086, loss_cls: 2.3481, loss: 2.3481, grad_norm: 4.3198 2020-08-05 12:16:43,482 - mmaction - INFO - Epoch [182][1980/3757] lr: 1.972e-02, eta: 2 days, 17:04:34, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7023, loss_cls: 2.3242, loss: 2.3242, grad_norm: 4.2184 2020-08-05 12:16:59,214 - mmaction - INFO - Epoch [182][2000/3757] lr: 1.972e-02, eta: 2 days, 17:04:16, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7297, loss_cls: 2.2557, loss: 2.2557, grad_norm: 4.0679 2020-08-05 12:17:15,070 - mmaction - INFO - Epoch [182][2020/3757] lr: 1.972e-02, eta: 2 days, 17:03:58, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7063, loss_cls: 2.3268, loss: 2.3268, grad_norm: 4.1610 2020-08-05 12:17:30,787 - mmaction - INFO - Epoch [182][2040/3757] lr: 1.972e-02, eta: 2 days, 17:03:40, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7188, loss_cls: 2.3251, loss: 2.3251, grad_norm: 4.1255 2020-08-05 12:17:46,477 - mmaction - INFO - Epoch [182][2060/3757] lr: 1.972e-02, eta: 2 days, 17:03:21, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7117, loss_cls: 2.3275, loss: 2.3275, grad_norm: 4.0973 2020-08-05 12:18:02,265 - mmaction - INFO - Epoch [182][2080/3757] lr: 1.972e-02, eta: 2 days, 17:03:03, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7195, loss_cls: 2.2803, loss: 2.2803, grad_norm: 4.0377 2020-08-05 12:18:18,419 - mmaction - INFO - Epoch [182][2100/3757] lr: 1.972e-02, eta: 2 days, 17:02:46, time: 0.807, data_time: 0.012, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7047, loss_cls: 2.3256, loss: 2.3256, grad_norm: 4.0877 2020-08-05 12:18:34,167 - mmaction - INFO - Epoch [182][2120/3757] lr: 1.972e-02, eta: 2 days, 17:02:28, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7266, loss_cls: 2.2322, loss: 2.2322, grad_norm: 4.0756 2020-08-05 12:18:50,011 - mmaction - INFO - Epoch [182][2140/3757] lr: 1.972e-02, eta: 2 days, 17:02:10, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7008, loss_cls: 2.3483, loss: 2.3483, grad_norm: 4.0799 2020-08-05 12:19:05,830 - mmaction - INFO - Epoch [182][2160/3757] lr: 1.972e-02, eta: 2 days, 17:01:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7102, loss_cls: 2.3849, loss: 2.3849, grad_norm: 3.9929 2020-08-05 12:19:21,573 - mmaction - INFO - Epoch [182][2180/3757] lr: 1.972e-02, eta: 2 days, 17:01:33, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7016, loss_cls: 2.3708, loss: 2.3708, grad_norm: 4.0218 2020-08-05 12:19:37,389 - mmaction - INFO - Epoch [182][2200/3757] lr: 1.972e-02, eta: 2 days, 17:01:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7039, loss_cls: 2.3559, loss: 2.3559, grad_norm: 3.9604 2020-08-05 12:19:53,232 - mmaction - INFO - Epoch [182][2220/3757] lr: 1.972e-02, eta: 2 days, 17:00:57, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7055, loss_cls: 2.3593, loss: 2.3593, grad_norm: 4.0002 2020-08-05 12:20:09,029 - mmaction - INFO - Epoch [182][2240/3757] lr: 1.972e-02, eta: 2 days, 17:00:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.2012, loss: 2.2012, grad_norm: 3.9102 2020-08-05 12:20:24,887 - mmaction - INFO - Epoch [182][2260/3757] lr: 1.972e-02, eta: 2 days, 17:00:21, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4461, top5_acc: 0.7164, loss_cls: 2.3408, loss: 2.3408, grad_norm: 4.0945 2020-08-05 12:20:40,723 - mmaction - INFO - Epoch [182][2280/3757] lr: 1.972e-02, eta: 2 days, 17:00:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7211, loss_cls: 2.2498, loss: 2.2498, grad_norm: 4.1207 2020-08-05 12:20:56,409 - mmaction - INFO - Epoch [182][2300/3757] lr: 1.972e-02, eta: 2 days, 16:59:45, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7164, loss_cls: 2.3033, loss: 2.3033, grad_norm: 4.1017 2020-08-05 12:21:12,237 - mmaction - INFO - Epoch [182][2320/3757] lr: 1.972e-02, eta: 2 days, 16:59:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.2702, loss: 2.2702, grad_norm: 4.0937 2020-08-05 12:21:28,149 - mmaction - INFO - Epoch [182][2340/3757] lr: 1.972e-02, eta: 2 days, 16:59:09, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7125, loss_cls: 2.3646, loss: 2.3646, grad_norm: 4.1788 2020-08-05 12:21:43,907 - mmaction - INFO - Epoch [182][2360/3757] lr: 1.972e-02, eta: 2 days, 16:58:51, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7063, loss_cls: 2.3494, loss: 2.3494, grad_norm: 4.1181 2020-08-05 12:21:59,670 - mmaction - INFO - Epoch [182][2380/3757] lr: 1.972e-02, eta: 2 days, 16:58:33, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7305, loss_cls: 2.1934, loss: 2.1934, grad_norm: 4.0979 2020-08-05 12:22:15,480 - mmaction - INFO - Epoch [182][2400/3757] lr: 1.972e-02, eta: 2 days, 16:58:15, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7172, loss_cls: 2.3299, loss: 2.3299, grad_norm: 3.9528 2020-08-05 12:22:31,864 - mmaction - INFO - Epoch [182][2420/3757] lr: 1.972e-02, eta: 2 days, 16:57:58, time: 0.820, data_time: 0.031, memory: 6192, top1_acc: 0.4531, top5_acc: 0.6898, loss_cls: 2.3819, loss: 2.3819, grad_norm: 3.9818 2020-08-05 12:22:47,661 - mmaction - INFO - Epoch [182][2440/3757] lr: 1.972e-02, eta: 2 days, 16:57:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7148, loss_cls: 2.2738, loss: 2.2738, grad_norm: 4.0768 2020-08-05 12:23:03,466 - mmaction - INFO - Epoch [182][2460/3757] lr: 1.972e-02, eta: 2 days, 16:57:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7156, loss_cls: 2.3034, loss: 2.3034, grad_norm: 4.1217 2020-08-05 12:23:19,289 - mmaction - INFO - Epoch [182][2480/3757] lr: 1.972e-02, eta: 2 days, 16:57:04, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7414, loss_cls: 2.1552, loss: 2.1552, grad_norm: 3.9342 2020-08-05 12:23:35,049 - mmaction - INFO - Epoch [182][2500/3757] lr: 1.972e-02, eta: 2 days, 16:56:45, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7328, loss_cls: 2.2550, loss: 2.2550, grad_norm: 4.0822 2020-08-05 12:23:50,795 - mmaction - INFO - Epoch [182][2520/3757] lr: 1.972e-02, eta: 2 days, 16:56:27, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7164, loss_cls: 2.2857, loss: 2.2857, grad_norm: 4.0775 2020-08-05 12:24:06,655 - mmaction - INFO - Epoch [182][2540/3757] lr: 1.972e-02, eta: 2 days, 16:56:09, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7070, loss_cls: 2.3858, loss: 2.3858, grad_norm: 4.1203 2020-08-05 12:24:22,439 - mmaction - INFO - Epoch [182][2560/3757] lr: 1.972e-02, eta: 2 days, 16:55:51, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.6953, loss_cls: 2.3253, loss: 2.3253, grad_norm: 4.1868 2020-08-05 12:24:38,247 - mmaction - INFO - Epoch [182][2580/3757] lr: 1.972e-02, eta: 2 days, 16:55:33, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7203, loss_cls: 2.2938, loss: 2.2938, grad_norm: 4.0295 2020-08-05 12:24:54,075 - mmaction - INFO - Epoch [182][2600/3757] lr: 1.972e-02, eta: 2 days, 16:55:15, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7070, loss_cls: 2.3360, loss: 2.3360, grad_norm: 4.0311 2020-08-05 12:25:09,893 - mmaction - INFO - Epoch [182][2620/3757] lr: 1.972e-02, eta: 2 days, 16:54:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7234, loss_cls: 2.2304, loss: 2.2304, grad_norm: 4.1693 2020-08-05 12:25:25,698 - mmaction - INFO - Epoch [182][2640/3757] lr: 1.972e-02, eta: 2 days, 16:54:39, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7227, loss_cls: 2.2936, loss: 2.2936, grad_norm: 4.2059 2020-08-05 12:25:41,594 - mmaction - INFO - Epoch [182][2660/3757] lr: 1.972e-02, eta: 2 days, 16:54:21, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7188, loss_cls: 2.3460, loss: 2.3460, grad_norm: 4.1848 2020-08-05 12:25:57,256 - mmaction - INFO - Epoch [182][2680/3757] lr: 1.972e-02, eta: 2 days, 16:54:03, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7094, loss_cls: 2.3625, loss: 2.3625, grad_norm: 4.1787 2020-08-05 12:26:12,991 - mmaction - INFO - Epoch [182][2700/3757] lr: 1.972e-02, eta: 2 days, 16:53:45, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7078, loss_cls: 2.2837, loss: 2.2837, grad_norm: 4.0600 2020-08-05 12:26:28,707 - mmaction - INFO - Epoch [182][2720/3757] lr: 1.972e-02, eta: 2 days, 16:53:27, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7141, loss_cls: 2.3363, loss: 2.3363, grad_norm: 4.0232 2020-08-05 12:26:44,541 - mmaction - INFO - Epoch [182][2740/3757] lr: 1.972e-02, eta: 2 days, 16:53:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7125, loss_cls: 2.2797, loss: 2.2797, grad_norm: 4.0762 2020-08-05 12:27:00,315 - mmaction - INFO - Epoch [182][2760/3757] lr: 1.972e-02, eta: 2 days, 16:52:51, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7039, loss_cls: 2.3711, loss: 2.3711, grad_norm: 4.0089 2020-08-05 12:27:16,094 - mmaction - INFO - Epoch [182][2780/3757] lr: 1.972e-02, eta: 2 days, 16:52:33, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7164, loss_cls: 2.2530, loss: 2.2530, grad_norm: 4.0519 2020-08-05 12:27:31,927 - mmaction - INFO - Epoch [182][2800/3757] lr: 1.972e-02, eta: 2 days, 16:52:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7039, loss_cls: 2.4099, loss: 2.4099, grad_norm: 4.1139 2020-08-05 12:27:47,714 - mmaction - INFO - Epoch [182][2820/3757] lr: 1.972e-02, eta: 2 days, 16:51:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4461, top5_acc: 0.7031, loss_cls: 2.3838, loss: 2.3838, grad_norm: 4.1052 2020-08-05 12:28:03,541 - mmaction - INFO - Epoch [182][2840/3757] lr: 1.972e-02, eta: 2 days, 16:51:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6937, loss_cls: 2.3626, loss: 2.3626, grad_norm: 4.1176 2020-08-05 12:28:19,311 - mmaction - INFO - Epoch [182][2860/3757] lr: 1.972e-02, eta: 2 days, 16:51:20, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3041, loss: 2.3041, grad_norm: 4.0254 2020-08-05 12:28:35,066 - mmaction - INFO - Epoch [182][2880/3757] lr: 1.972e-02, eta: 2 days, 16:51:02, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6961, loss_cls: 2.4185, loss: 2.4185, grad_norm: 4.1270 2020-08-05 12:28:50,916 - mmaction - INFO - Epoch [182][2900/3757] lr: 1.972e-02, eta: 2 days, 16:50:44, time: 0.793, data_time: 0.009, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7211, loss_cls: 2.2590, loss: 2.2590, grad_norm: 3.9718 2020-08-05 12:29:06,699 - mmaction - INFO - Epoch [182][2920/3757] lr: 1.972e-02, eta: 2 days, 16:50:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.6867, loss_cls: 2.4140, loss: 2.4140, grad_norm: 4.0045 2020-08-05 12:29:22,433 - mmaction - INFO - Epoch [182][2940/3757] lr: 1.972e-02, eta: 2 days, 16:50:08, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7031, loss_cls: 2.3521, loss: 2.3521, grad_norm: 3.9891 2020-08-05 12:29:38,260 - mmaction - INFO - Epoch [182][2960/3757] lr: 1.972e-02, eta: 2 days, 16:49:50, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7242, loss_cls: 2.3334, loss: 2.3334, grad_norm: 4.1148 2020-08-05 12:29:54,032 - mmaction - INFO - Epoch [182][2980/3757] lr: 1.972e-02, eta: 2 days, 16:49:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7242, loss_cls: 2.2532, loss: 2.2532, grad_norm: 4.0919 2020-08-05 12:30:09,941 - mmaction - INFO - Epoch [182][3000/3757] lr: 1.972e-02, eta: 2 days, 16:49:14, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7188, loss_cls: 2.3200, loss: 2.3200, grad_norm: 4.0862 2020-08-05 12:30:25,815 - mmaction - INFO - Epoch [182][3020/3757] lr: 1.972e-02, eta: 2 days, 16:48:56, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7219, loss_cls: 2.3009, loss: 2.3009, grad_norm: 4.0667 2020-08-05 12:30:41,593 - mmaction - INFO - Epoch [182][3040/3757] lr: 1.972e-02, eta: 2 days, 16:48:38, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4492, top5_acc: 0.7008, loss_cls: 2.3828, loss: 2.3828, grad_norm: 4.3391 2020-08-05 12:30:57,421 - mmaction - INFO - Epoch [182][3060/3757] lr: 1.972e-02, eta: 2 days, 16:48:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7078, loss_cls: 2.3310, loss: 2.3310, grad_norm: 4.0705 2020-08-05 12:31:13,135 - mmaction - INFO - Epoch [182][3080/3757] lr: 1.972e-02, eta: 2 days, 16:48:02, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7500, loss_cls: 2.1886, loss: 2.1886, grad_norm: 3.9910 2020-08-05 12:31:28,970 - mmaction - INFO - Epoch [182][3100/3757] lr: 1.972e-02, eta: 2 days, 16:47:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7125, loss_cls: 2.2827, loss: 2.2827, grad_norm: 4.0110 2020-08-05 12:31:44,721 - mmaction - INFO - Epoch [182][3120/3757] lr: 1.972e-02, eta: 2 days, 16:47:26, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7203, loss_cls: 2.2743, loss: 2.2743, grad_norm: 3.9935 2020-08-05 12:32:00,479 - mmaction - INFO - Epoch [182][3140/3757] lr: 1.972e-02, eta: 2 days, 16:47:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.6977, loss_cls: 2.4047, loss: 2.4047, grad_norm: 4.0333 2020-08-05 12:32:16,245 - mmaction - INFO - Epoch [182][3160/3757] lr: 1.972e-02, eta: 2 days, 16:46:50, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7055, loss_cls: 2.3396, loss: 2.3396, grad_norm: 3.9961 2020-08-05 12:32:32,060 - mmaction - INFO - Epoch [182][3180/3757] lr: 1.972e-02, eta: 2 days, 16:46:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4773, top5_acc: 0.6984, loss_cls: 2.3159, loss: 2.3159, grad_norm: 3.9742 2020-08-05 12:32:47,728 - mmaction - INFO - Epoch [182][3200/3757] lr: 1.972e-02, eta: 2 days, 16:46:14, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6961, loss_cls: 2.3555, loss: 2.3555, grad_norm: 4.0250 2020-08-05 12:33:03,582 - mmaction - INFO - Epoch [182][3220/3757] lr: 1.972e-02, eta: 2 days, 16:45:56, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7320, loss_cls: 2.1898, loss: 2.1898, grad_norm: 3.9551 2020-08-05 12:33:19,359 - mmaction - INFO - Epoch [182][3240/3757] lr: 1.972e-02, eta: 2 days, 16:45:37, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7055, loss_cls: 2.3552, loss: 2.3552, grad_norm: 4.1468 2020-08-05 12:33:35,086 - mmaction - INFO - Epoch [182][3260/3757] lr: 1.972e-02, eta: 2 days, 16:45:19, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7023, loss_cls: 2.4243, loss: 2.4243, grad_norm: 4.1881 2020-08-05 12:33:50,836 - mmaction - INFO - Epoch [182][3280/3757] lr: 1.972e-02, eta: 2 days, 16:45:01, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7156, loss_cls: 2.2910, loss: 2.2910, grad_norm: 4.0815 2020-08-05 12:34:06,597 - mmaction - INFO - Epoch [182][3300/3757] lr: 1.972e-02, eta: 2 days, 16:44:43, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7320, loss_cls: 2.2457, loss: 2.2457, grad_norm: 4.0840 2020-08-05 12:34:22,393 - mmaction - INFO - Epoch [182][3320/3757] lr: 1.972e-02, eta: 2 days, 16:44:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7117, loss_cls: 2.2997, loss: 2.2997, grad_norm: 4.2282 2020-08-05 12:34:38,154 - mmaction - INFO - Epoch [182][3340/3757] lr: 1.972e-02, eta: 2 days, 16:44:07, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7219, loss_cls: 2.3376, loss: 2.3376, grad_norm: 4.2021 2020-08-05 12:34:53,950 - mmaction - INFO - Epoch [182][3360/3757] lr: 1.972e-02, eta: 2 days, 16:43:49, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7156, loss_cls: 2.3065, loss: 2.3065, grad_norm: 4.1755 2020-08-05 12:35:09,746 - mmaction - INFO - Epoch [182][3380/3757] lr: 1.972e-02, eta: 2 days, 16:43:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.2773, loss: 2.2773, grad_norm: 4.0767 2020-08-05 12:35:25,533 - mmaction - INFO - Epoch [182][3400/3757] lr: 1.972e-02, eta: 2 days, 16:43:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7219, loss_cls: 2.2618, loss: 2.2618, grad_norm: 4.0937 2020-08-05 12:35:41,305 - mmaction - INFO - Epoch [182][3420/3757] lr: 1.972e-02, eta: 2 days, 16:42:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6953, loss_cls: 2.3759, loss: 2.3759, grad_norm: 4.1230 2020-08-05 12:35:57,127 - mmaction - INFO - Epoch [182][3440/3757] lr: 1.972e-02, eta: 2 days, 16:42:37, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7242, loss_cls: 2.3404, loss: 2.3404, grad_norm: 4.1708 2020-08-05 12:36:12,900 - mmaction - INFO - Epoch [182][3460/3757] lr: 1.972e-02, eta: 2 days, 16:42:19, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7117, loss_cls: 2.2954, loss: 2.2954, grad_norm: 4.0010 2020-08-05 12:36:28,661 - mmaction - INFO - Epoch [182][3480/3757] lr: 1.972e-02, eta: 2 days, 16:42:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6945, loss_cls: 2.4006, loss: 2.4006, grad_norm: 4.0669 2020-08-05 12:36:44,529 - mmaction - INFO - Epoch [182][3500/3757] lr: 1.972e-02, eta: 2 days, 16:41:43, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6914, loss_cls: 2.4460, loss: 2.4460, grad_norm: 4.0857 2020-08-05 12:37:00,349 - mmaction - INFO - Epoch [182][3520/3757] lr: 1.972e-02, eta: 2 days, 16:41:25, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6922, loss_cls: 2.4134, loss: 2.4134, grad_norm: 4.0951 2020-08-05 12:37:16,209 - mmaction - INFO - Epoch [182][3540/3757] lr: 1.972e-02, eta: 2 days, 16:41:07, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7305, loss_cls: 2.3243, loss: 2.3243, grad_norm: 3.9916 2020-08-05 12:37:32,155 - mmaction - INFO - Epoch [182][3560/3757] lr: 1.972e-02, eta: 2 days, 16:40:49, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7406, loss_cls: 2.2172, loss: 2.2172, grad_norm: 3.9656 2020-08-05 12:37:47,859 - mmaction - INFO - Epoch [182][3580/3757] lr: 1.972e-02, eta: 2 days, 16:40:31, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4430, top5_acc: 0.6969, loss_cls: 2.4497, loss: 2.4497, grad_norm: 4.1333 2020-08-05 12:38:03,674 - mmaction - INFO - Epoch [182][3600/3757] lr: 1.972e-02, eta: 2 days, 16:40:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7266, loss_cls: 2.3308, loss: 2.3308, grad_norm: 4.1804 2020-08-05 12:38:19,560 - mmaction - INFO - Epoch [182][3620/3757] lr: 1.972e-02, eta: 2 days, 16:39:55, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7039, loss_cls: 2.3034, loss: 2.3034, grad_norm: 4.1281 2020-08-05 12:38:35,351 - mmaction - INFO - Epoch [182][3640/3757] lr: 1.972e-02, eta: 2 days, 16:39:37, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.2237, loss: 2.2237, grad_norm: 4.0352 2020-08-05 12:38:51,079 - mmaction - INFO - Epoch [182][3660/3757] lr: 1.972e-02, eta: 2 days, 16:39:19, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7211, loss_cls: 2.3289, loss: 2.3289, grad_norm: 4.0890 2020-08-05 12:39:06,916 - mmaction - INFO - Epoch [182][3680/3757] lr: 1.972e-02, eta: 2 days, 16:39:01, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7086, loss_cls: 2.3247, loss: 2.3247, grad_norm: 4.0841 2020-08-05 12:39:22,707 - mmaction - INFO - Epoch [182][3700/3757] lr: 1.972e-02, eta: 2 days, 16:38:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7031, loss_cls: 2.4097, loss: 2.4097, grad_norm: 4.2593 2020-08-05 12:39:38,528 - mmaction - INFO - Epoch [182][3720/3757] lr: 1.972e-02, eta: 2 days, 16:38:25, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7164, loss_cls: 2.2975, loss: 2.2975, grad_norm: 4.0979 2020-08-05 12:39:58,242 - mmaction - INFO - Epoch [182][3740/3757] lr: 1.972e-02, eta: 2 days, 16:38:12, time: 0.984, data_time: 0.201, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7008, loss_cls: 2.3507, loss: 2.3507, grad_norm: 4.1147 2020-08-05 12:43:59,790 - mmaction - INFO - Epoch [183][20/3757] lr: 1.924e-02, eta: 2 days, 16:41:40, time: 10.272, data_time: 9.367, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7023, loss_cls: 2.3507, loss: 2.3507, grad_norm: 4.0649 2020-08-05 12:44:15,597 - mmaction - INFO - Epoch [183][40/3757] lr: 1.924e-02, eta: 2 days, 16:41:22, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7328, loss_cls: 2.2502, loss: 2.2502, grad_norm: 4.0063 2020-08-05 12:44:31,437 - mmaction - INFO - Epoch [183][60/3757] lr: 1.924e-02, eta: 2 days, 16:41:04, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7234, loss_cls: 2.2483, loss: 2.2483, grad_norm: 4.0889 2020-08-05 12:44:47,162 - mmaction - INFO - Epoch [183][80/3757] lr: 1.924e-02, eta: 2 days, 16:40:46, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7117, loss_cls: 2.3176, loss: 2.3176, grad_norm: 4.1542 2020-08-05 12:45:03,037 - mmaction - INFO - Epoch [183][100/3757] lr: 1.924e-02, eta: 2 days, 16:40:28, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7320, loss_cls: 2.2498, loss: 2.2498, grad_norm: 4.1026 2020-08-05 12:45:18,830 - mmaction - INFO - Epoch [183][120/3757] lr: 1.924e-02, eta: 2 days, 16:40:10, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.2707, loss: 2.2707, grad_norm: 4.0740 2020-08-05 12:45:34,672 - mmaction - INFO - Epoch [183][140/3757] lr: 1.924e-02, eta: 2 days, 16:39:52, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7211, loss_cls: 2.2682, loss: 2.2682, grad_norm: 4.0012 2020-08-05 12:45:50,400 - mmaction - INFO - Epoch [183][160/3757] lr: 1.924e-02, eta: 2 days, 16:39:34, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7352, loss_cls: 2.2394, loss: 2.2394, grad_norm: 4.0773 2020-08-05 12:46:06,209 - mmaction - INFO - Epoch [183][180/3757] lr: 1.924e-02, eta: 2 days, 16:39:16, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.2002, loss: 2.2002, grad_norm: 3.9234 2020-08-05 12:46:22,061 - mmaction - INFO - Epoch [183][200/3757] lr: 1.924e-02, eta: 2 days, 16:38:58, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7000, loss_cls: 2.3412, loss: 2.3412, grad_norm: 4.1343 2020-08-05 12:46:37,969 - mmaction - INFO - Epoch [183][220/3757] lr: 1.924e-02, eta: 2 days, 16:38:40, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7320, loss_cls: 2.1847, loss: 2.1847, grad_norm: 4.0657 2020-08-05 12:46:53,809 - mmaction - INFO - Epoch [183][240/3757] lr: 1.924e-02, eta: 2 days, 16:38:22, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7219, loss_cls: 2.2665, loss: 2.2665, grad_norm: 4.1185 2020-08-05 12:47:09,674 - mmaction - INFO - Epoch [183][260/3757] lr: 1.924e-02, eta: 2 days, 16:38:04, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7227, loss_cls: 2.2448, loss: 2.2448, grad_norm: 4.0007 2020-08-05 12:47:25,480 - mmaction - INFO - Epoch [183][280/3757] lr: 1.924e-02, eta: 2 days, 16:37:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7273, loss_cls: 2.2657, loss: 2.2657, grad_norm: 4.0995 2020-08-05 12:47:41,297 - mmaction - INFO - Epoch [183][300/3757] lr: 1.924e-02, eta: 2 days, 16:37:28, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7320, loss_cls: 2.2818, loss: 2.2818, grad_norm: 4.1661 2020-08-05 12:47:57,166 - mmaction - INFO - Epoch [183][320/3757] lr: 1.924e-02, eta: 2 days, 16:37:10, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7055, loss_cls: 2.3513, loss: 2.3513, grad_norm: 4.0643 2020-08-05 12:48:12,921 - mmaction - INFO - Epoch [183][340/3757] lr: 1.924e-02, eta: 2 days, 16:36:52, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7055, loss_cls: 2.3718, loss: 2.3718, grad_norm: 4.1127 2020-08-05 12:48:28,823 - mmaction - INFO - Epoch [183][360/3757] lr: 1.924e-02, eta: 2 days, 16:36:34, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7016, loss_cls: 2.3105, loss: 2.3105, grad_norm: 4.0188 2020-08-05 12:48:44,675 - mmaction - INFO - Epoch [183][380/3757] lr: 1.924e-02, eta: 2 days, 16:36:16, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7281, loss_cls: 2.2611, loss: 2.2611, grad_norm: 4.1271 2020-08-05 12:49:00,333 - mmaction - INFO - Epoch [183][400/3757] lr: 1.924e-02, eta: 2 days, 16:35:57, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7133, loss_cls: 2.3100, loss: 2.3100, grad_norm: 4.1304 2020-08-05 12:49:16,084 - mmaction - INFO - Epoch [183][420/3757] lr: 1.924e-02, eta: 2 days, 16:35:39, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7172, loss_cls: 2.3017, loss: 2.3017, grad_norm: 4.0342 2020-08-05 12:49:31,871 - mmaction - INFO - Epoch [183][440/3757] lr: 1.924e-02, eta: 2 days, 16:35:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7211, loss_cls: 2.2456, loss: 2.2456, grad_norm: 4.0288 2020-08-05 12:49:47,672 - mmaction - INFO - Epoch [183][460/3757] lr: 1.924e-02, eta: 2 days, 16:35:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7242, loss_cls: 2.2179, loss: 2.2179, grad_norm: 4.0147 2020-08-05 12:50:03,589 - mmaction - INFO - Epoch [183][480/3757] lr: 1.924e-02, eta: 2 days, 16:34:45, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7117, loss_cls: 2.3705, loss: 2.3705, grad_norm: 4.1089 2020-08-05 12:50:19,251 - mmaction - INFO - Epoch [183][500/3757] lr: 1.924e-02, eta: 2 days, 16:34:27, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7305, loss_cls: 2.3047, loss: 2.3047, grad_norm: 4.0926 2020-08-05 12:50:35,085 - mmaction - INFO - Epoch [183][520/3757] lr: 1.924e-02, eta: 2 days, 16:34:09, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.6937, loss_cls: 2.3667, loss: 2.3667, grad_norm: 4.1555 2020-08-05 12:50:50,917 - mmaction - INFO - Epoch [183][540/3757] lr: 1.924e-02, eta: 2 days, 16:33:51, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7203, loss_cls: 2.2799, loss: 2.2799, grad_norm: 3.9662 2020-08-05 12:51:06,715 - mmaction - INFO - Epoch [183][560/3757] lr: 1.924e-02, eta: 2 days, 16:33:33, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7172, loss_cls: 2.2863, loss: 2.2863, grad_norm: 3.9225 2020-08-05 12:51:22,612 - mmaction - INFO - Epoch [183][580/3757] lr: 1.924e-02, eta: 2 days, 16:33:15, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7312, loss_cls: 2.2440, loss: 2.2440, grad_norm: 4.1521 2020-08-05 12:51:38,337 - mmaction - INFO - Epoch [183][600/3757] lr: 1.924e-02, eta: 2 days, 16:32:57, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7195, loss_cls: 2.2605, loss: 2.2605, grad_norm: 4.1097 2020-08-05 12:51:54,132 - mmaction - INFO - Epoch [183][620/3757] lr: 1.924e-02, eta: 2 days, 16:32:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7258, loss_cls: 2.2607, loss: 2.2607, grad_norm: 3.9987 2020-08-05 12:52:09,969 - mmaction - INFO - Epoch [183][640/3757] lr: 1.924e-02, eta: 2 days, 16:32:21, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7195, loss_cls: 2.2768, loss: 2.2768, grad_norm: 4.1778 2020-08-05 12:52:25,781 - mmaction - INFO - Epoch [183][660/3757] lr: 1.924e-02, eta: 2 days, 16:32:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7273, loss_cls: 2.2443, loss: 2.2443, grad_norm: 4.0833 2020-08-05 12:52:41,676 - mmaction - INFO - Epoch [183][680/3757] lr: 1.924e-02, eta: 2 days, 16:31:45, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.3244, loss: 2.3244, grad_norm: 4.1307 2020-08-05 12:52:57,525 - mmaction - INFO - Epoch [183][700/3757] lr: 1.924e-02, eta: 2 days, 16:31:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7242, loss_cls: 2.2444, loss: 2.2444, grad_norm: 3.9476 2020-08-05 12:53:13,429 - mmaction - INFO - Epoch [183][720/3757] lr: 1.924e-02, eta: 2 days, 16:31:09, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7148, loss_cls: 2.2886, loss: 2.2886, grad_norm: 4.0817 2020-08-05 12:53:29,179 - mmaction - INFO - Epoch [183][740/3757] lr: 1.924e-02, eta: 2 days, 16:30:51, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.2729, loss: 2.2729, grad_norm: 4.0622 2020-08-05 12:53:44,888 - mmaction - INFO - Epoch [183][760/3757] lr: 1.924e-02, eta: 2 days, 16:30:33, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7031, loss_cls: 2.3069, loss: 2.3069, grad_norm: 4.1650 2020-08-05 12:54:00,741 - mmaction - INFO - Epoch [183][780/3757] lr: 1.924e-02, eta: 2 days, 16:30:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7055, loss_cls: 2.3333, loss: 2.3333, grad_norm: 4.1673 2020-08-05 12:54:16,607 - mmaction - INFO - Epoch [183][800/3757] lr: 1.924e-02, eta: 2 days, 16:29:57, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7133, loss_cls: 2.2789, loss: 2.2789, grad_norm: 4.1446 2020-08-05 12:54:32,441 - mmaction - INFO - Epoch [183][820/3757] lr: 1.924e-02, eta: 2 days, 16:29:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7148, loss_cls: 2.3367, loss: 2.3367, grad_norm: 4.1798 2020-08-05 12:54:48,265 - mmaction - INFO - Epoch [183][840/3757] lr: 1.924e-02, eta: 2 days, 16:29:21, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7250, loss_cls: 2.2150, loss: 2.2150, grad_norm: 4.0128 2020-08-05 12:55:04,141 - mmaction - INFO - Epoch [183][860/3757] lr: 1.924e-02, eta: 2 days, 16:29:03, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7047, loss_cls: 2.3803, loss: 2.3803, grad_norm: 4.1986 2020-08-05 12:55:19,811 - mmaction - INFO - Epoch [183][880/3757] lr: 1.924e-02, eta: 2 days, 16:28:45, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7312, loss_cls: 2.2593, loss: 2.2593, grad_norm: 4.1086 2020-08-05 12:55:35,673 - mmaction - INFO - Epoch [183][900/3757] lr: 1.924e-02, eta: 2 days, 16:28:27, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7164, loss_cls: 2.2566, loss: 2.2566, grad_norm: 4.0477 2020-08-05 12:55:51,430 - mmaction - INFO - Epoch [183][920/3757] lr: 1.924e-02, eta: 2 days, 16:28:09, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7234, loss_cls: 2.2771, loss: 2.2771, grad_norm: 4.0508 2020-08-05 12:56:07,250 - mmaction - INFO - Epoch [183][940/3757] lr: 1.924e-02, eta: 2 days, 16:27:51, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7172, loss_cls: 2.2819, loss: 2.2819, grad_norm: 4.1731 2020-08-05 12:56:23,035 - mmaction - INFO - Epoch [183][960/3757] lr: 1.924e-02, eta: 2 days, 16:27:32, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7250, loss_cls: 2.2598, loss: 2.2598, grad_norm: 4.0779 2020-08-05 12:56:38,686 - mmaction - INFO - Epoch [183][980/3757] lr: 1.924e-02, eta: 2 days, 16:27:14, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7289, loss_cls: 2.2114, loss: 2.2114, grad_norm: 4.0561 2020-08-05 12:56:54,550 - mmaction - INFO - Epoch [183][1000/3757] lr: 1.924e-02, eta: 2 days, 16:26:56, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7000, loss_cls: 2.3500, loss: 2.3500, grad_norm: 4.0668 2020-08-05 12:57:10,372 - mmaction - INFO - Epoch [183][1020/3757] lr: 1.924e-02, eta: 2 days, 16:26:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7227, loss_cls: 2.2341, loss: 2.2341, grad_norm: 3.9901 2020-08-05 12:57:26,168 - mmaction - INFO - Epoch [183][1040/3757] lr: 1.924e-02, eta: 2 days, 16:26:20, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6984, loss_cls: 2.3622, loss: 2.3622, grad_norm: 4.1307 2020-08-05 12:57:42,121 - mmaction - INFO - Epoch [183][1060/3757] lr: 1.924e-02, eta: 2 days, 16:26:02, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7063, loss_cls: 2.2763, loss: 2.2763, grad_norm: 4.0497 2020-08-05 12:57:58,413 - mmaction - INFO - Epoch [183][1080/3757] lr: 1.924e-02, eta: 2 days, 16:25:45, time: 0.814, data_time: 0.002, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7102, loss_cls: 2.3559, loss: 2.3559, grad_norm: 4.1502 2020-08-05 12:58:14,387 - mmaction - INFO - Epoch [183][1100/3757] lr: 1.924e-02, eta: 2 days, 16:25:27, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7000, loss_cls: 2.3602, loss: 2.3602, grad_norm: 4.1562 2020-08-05 12:58:30,198 - mmaction - INFO - Epoch [183][1120/3757] lr: 1.924e-02, eta: 2 days, 16:25:09, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4688, top5_acc: 0.6953, loss_cls: 2.3415, loss: 2.3415, grad_norm: 4.0419 2020-08-05 12:58:46,467 - mmaction - INFO - Epoch [183][1140/3757] lr: 1.924e-02, eta: 2 days, 16:24:52, time: 0.814, data_time: 0.001, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7211, loss_cls: 2.3103, loss: 2.3103, grad_norm: 4.1448 2020-08-05 12:59:02,390 - mmaction - INFO - Epoch [183][1160/3757] lr: 1.924e-02, eta: 2 days, 16:24:34, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7133, loss_cls: 2.3033, loss: 2.3033, grad_norm: 4.1027 2020-08-05 12:59:18,309 - mmaction - INFO - Epoch [183][1180/3757] lr: 1.924e-02, eta: 2 days, 16:24:16, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7203, loss_cls: 2.2598, loss: 2.2598, grad_norm: 4.1038 2020-08-05 12:59:34,365 - mmaction - INFO - Epoch [183][1200/3757] lr: 1.924e-02, eta: 2 days, 16:23:58, time: 0.803, data_time: 0.001, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7258, loss_cls: 2.2531, loss: 2.2531, grad_norm: 3.9943 2020-08-05 12:59:50,309 - mmaction - INFO - Epoch [183][1220/3757] lr: 1.924e-02, eta: 2 days, 16:23:40, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7250, loss_cls: 2.3211, loss: 2.3211, grad_norm: 4.2392 2020-08-05 13:00:14,276 - mmaction - INFO - Epoch [183][1240/3757] lr: 1.924e-02, eta: 2 days, 16:23:33, time: 1.185, data_time: 0.005, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7109, loss_cls: 2.4026, loss: 2.4026, grad_norm: 4.1207 2020-08-05 13:00:30,411 - mmaction - INFO - Epoch [183][1260/3757] lr: 1.924e-02, eta: 2 days, 16:23:16, time: 0.818, data_time: 0.016, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7156, loss_cls: 2.2891, loss: 2.2891, grad_norm: 3.9961 2020-08-05 13:00:46,300 - mmaction - INFO - Epoch [183][1280/3757] lr: 1.924e-02, eta: 2 days, 16:22:58, time: 0.797, data_time: 0.006, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7219, loss_cls: 2.2562, loss: 2.2562, grad_norm: 4.1450 2020-08-05 13:01:02,374 - mmaction - INFO - Epoch [183][1300/3757] lr: 1.924e-02, eta: 2 days, 16:22:40, time: 0.803, data_time: 0.011, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7078, loss_cls: 2.3260, loss: 2.3260, grad_norm: 4.2142 2020-08-05 13:01:18,222 - mmaction - INFO - Epoch [183][1320/3757] lr: 1.924e-02, eta: 2 days, 16:22:22, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7164, loss_cls: 2.2991, loss: 2.2991, grad_norm: 4.2554 2020-08-05 13:01:34,957 - mmaction - INFO - Epoch [183][1340/3757] lr: 1.924e-02, eta: 2 days, 16:22:06, time: 0.837, data_time: 0.001, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7227, loss_cls: 2.2601, loss: 2.2601, grad_norm: 4.1917 2020-08-05 13:01:50,785 - mmaction - INFO - Epoch [183][1360/3757] lr: 1.924e-02, eta: 2 days, 16:21:48, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7063, loss_cls: 2.3773, loss: 2.3773, grad_norm: 4.2791 2020-08-05 13:02:06,751 - mmaction - INFO - Epoch [183][1380/3757] lr: 1.924e-02, eta: 2 days, 16:21:30, time: 0.799, data_time: 0.002, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6969, loss_cls: 2.4020, loss: 2.4020, grad_norm: 4.0896 2020-08-05 13:02:22,669 - mmaction - INFO - Epoch [183][1400/3757] lr: 1.924e-02, eta: 2 days, 16:21:12, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6805, loss_cls: 2.4221, loss: 2.4221, grad_norm: 4.1115 2020-08-05 13:02:38,546 - mmaction - INFO - Epoch [183][1420/3757] lr: 1.924e-02, eta: 2 days, 16:20:54, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7289, loss_cls: 2.2221, loss: 2.2221, grad_norm: 3.9458 2020-08-05 13:02:54,450 - mmaction - INFO - Epoch [183][1440/3757] lr: 1.924e-02, eta: 2 days, 16:20:36, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7211, loss_cls: 2.2110, loss: 2.2110, grad_norm: 3.9473 2020-08-05 13:03:10,301 - mmaction - INFO - Epoch [183][1460/3757] lr: 1.924e-02, eta: 2 days, 16:20:18, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7320, loss_cls: 2.2771, loss: 2.2771, grad_norm: 4.1367 2020-08-05 13:03:26,230 - mmaction - INFO - Epoch [183][1480/3757] lr: 1.924e-02, eta: 2 days, 16:20:00, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7211, loss_cls: 2.2468, loss: 2.2468, grad_norm: 4.1637 2020-08-05 13:03:42,222 - mmaction - INFO - Epoch [183][1500/3757] lr: 1.924e-02, eta: 2 days, 16:19:42, time: 0.800, data_time: 0.002, memory: 6192, top1_acc: 0.4500, top5_acc: 0.6906, loss_cls: 2.3992, loss: 2.3992, grad_norm: 4.1593 2020-08-05 13:03:58,072 - mmaction - INFO - Epoch [183][1520/3757] lr: 1.924e-02, eta: 2 days, 16:19:24, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7133, loss_cls: 2.2817, loss: 2.2817, grad_norm: 4.0310 2020-08-05 13:04:14,062 - mmaction - INFO - Epoch [183][1540/3757] lr: 1.924e-02, eta: 2 days, 16:19:07, time: 0.801, data_time: 0.002, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7359, loss_cls: 2.3434, loss: 2.3434, grad_norm: 4.2172 2020-08-05 13:04:29,895 - mmaction - INFO - Epoch [183][1560/3757] lr: 1.924e-02, eta: 2 days, 16:18:49, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7070, loss_cls: 2.3202, loss: 2.3202, grad_norm: 4.1554 2020-08-05 13:04:45,762 - mmaction - INFO - Epoch [183][1580/3757] lr: 1.924e-02, eta: 2 days, 16:18:31, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7102, loss_cls: 2.3509, loss: 2.3509, grad_norm: 4.2177 2020-08-05 13:05:01,628 - mmaction - INFO - Epoch [183][1600/3757] lr: 1.924e-02, eta: 2 days, 16:18:13, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7094, loss_cls: 2.3035, loss: 2.3035, grad_norm: 4.1463 2020-08-05 13:05:17,554 - mmaction - INFO - Epoch [183][1620/3757] lr: 1.924e-02, eta: 2 days, 16:17:55, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.2151, loss: 2.2151, grad_norm: 4.0892 2020-08-05 13:05:33,518 - mmaction - INFO - Epoch [183][1640/3757] lr: 1.924e-02, eta: 2 days, 16:17:37, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7039, loss_cls: 2.3345, loss: 2.3345, grad_norm: 4.1285 2020-08-05 13:05:49,336 - mmaction - INFO - Epoch [183][1660/3757] lr: 1.924e-02, eta: 2 days, 16:17:19, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2452, loss: 2.2452, grad_norm: 4.1413 2020-08-05 13:06:05,235 - mmaction - INFO - Epoch [183][1680/3757] lr: 1.924e-02, eta: 2 days, 16:17:01, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7016, loss_cls: 2.3414, loss: 2.3414, grad_norm: 4.0834 2020-08-05 13:06:21,037 - mmaction - INFO - Epoch [183][1700/3757] lr: 1.924e-02, eta: 2 days, 16:16:43, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7156, loss_cls: 2.2344, loss: 2.2344, grad_norm: 4.0886 2020-08-05 13:06:36,819 - mmaction - INFO - Epoch [183][1720/3757] lr: 1.924e-02, eta: 2 days, 16:16:25, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7188, loss_cls: 2.2660, loss: 2.2660, grad_norm: 4.0663 2020-08-05 13:06:52,605 - mmaction - INFO - Epoch [183][1740/3757] lr: 1.924e-02, eta: 2 days, 16:16:07, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7148, loss_cls: 2.3281, loss: 2.3281, grad_norm: 4.1815 2020-08-05 13:07:08,429 - mmaction - INFO - Epoch [183][1760/3757] lr: 1.924e-02, eta: 2 days, 16:15:49, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4422, top5_acc: 0.6891, loss_cls: 2.4502, loss: 2.4502, grad_norm: 4.1996 2020-08-05 13:07:24,268 - mmaction - INFO - Epoch [183][1780/3757] lr: 1.924e-02, eta: 2 days, 16:15:31, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2444, loss: 2.2444, grad_norm: 4.1004 2020-08-05 13:07:40,113 - mmaction - INFO - Epoch [183][1800/3757] lr: 1.924e-02, eta: 2 days, 16:15:13, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7312, loss_cls: 2.2940, loss: 2.2940, grad_norm: 4.1592 2020-08-05 13:07:55,960 - mmaction - INFO - Epoch [183][1820/3757] lr: 1.924e-02, eta: 2 days, 16:14:55, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.3715, loss: 2.3715, grad_norm: 4.3154 2020-08-05 13:08:11,784 - mmaction - INFO - Epoch [183][1840/3757] lr: 1.924e-02, eta: 2 days, 16:14:37, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7328, loss_cls: 2.2229, loss: 2.2229, grad_norm: 4.0455 2020-08-05 13:08:27,556 - mmaction - INFO - Epoch [183][1860/3757] lr: 1.924e-02, eta: 2 days, 16:14:19, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7125, loss_cls: 2.3154, loss: 2.3154, grad_norm: 4.1312 2020-08-05 13:08:43,407 - mmaction - INFO - Epoch [183][1880/3757] lr: 1.924e-02, eta: 2 days, 16:14:01, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4750, top5_acc: 0.6992, loss_cls: 2.3464, loss: 2.3464, grad_norm: 4.1270 2020-08-05 13:08:59,215 - mmaction - INFO - Epoch [183][1900/3757] lr: 1.924e-02, eta: 2 days, 16:13:43, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7055, loss_cls: 2.3321, loss: 2.3321, grad_norm: 4.1118 2020-08-05 13:09:15,053 - mmaction - INFO - Epoch [183][1920/3757] lr: 1.924e-02, eta: 2 days, 16:13:25, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7164, loss_cls: 2.3021, loss: 2.3021, grad_norm: 4.0781 2020-08-05 13:09:30,885 - mmaction - INFO - Epoch [183][1940/3757] lr: 1.924e-02, eta: 2 days, 16:13:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7188, loss_cls: 2.2931, loss: 2.2931, grad_norm: 4.0319 2020-08-05 13:09:46,603 - mmaction - INFO - Epoch [183][1960/3757] lr: 1.924e-02, eta: 2 days, 16:12:49, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7078, loss_cls: 2.3255, loss: 2.3255, grad_norm: 4.1341 2020-08-05 13:10:02,500 - mmaction - INFO - Epoch [183][1980/3757] lr: 1.924e-02, eta: 2 days, 16:12:31, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7133, loss_cls: 2.3072, loss: 2.3072, grad_norm: 4.0342 2020-08-05 13:10:18,205 - mmaction - INFO - Epoch [183][2000/3757] lr: 1.924e-02, eta: 2 days, 16:12:13, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7195, loss_cls: 2.2970, loss: 2.2970, grad_norm: 4.0372 2020-08-05 13:10:33,971 - mmaction - INFO - Epoch [183][2020/3757] lr: 1.924e-02, eta: 2 days, 16:11:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7031, loss_cls: 2.3302, loss: 2.3302, grad_norm: 4.2097 2020-08-05 13:10:49,747 - mmaction - INFO - Epoch [183][2040/3757] lr: 1.924e-02, eta: 2 days, 16:11:37, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7102, loss_cls: 2.3395, loss: 2.3395, grad_norm: 4.1552 2020-08-05 13:11:05,530 - mmaction - INFO - Epoch [183][2060/3757] lr: 1.924e-02, eta: 2 days, 16:11:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7336, loss_cls: 2.2376, loss: 2.2376, grad_norm: 4.2024 2020-08-05 13:11:21,339 - mmaction - INFO - Epoch [183][2080/3757] lr: 1.924e-02, eta: 2 days, 16:11:01, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7297, loss_cls: 2.2347, loss: 2.2347, grad_norm: 4.0587 2020-08-05 13:11:37,151 - mmaction - INFO - Epoch [183][2100/3757] lr: 1.924e-02, eta: 2 days, 16:10:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7164, loss_cls: 2.3676, loss: 2.3676, grad_norm: 4.2004 2020-08-05 13:11:52,902 - mmaction - INFO - Epoch [183][2120/3757] lr: 1.924e-02, eta: 2 days, 16:10:25, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.6953, loss_cls: 2.3804, loss: 2.3804, grad_norm: 4.1496 2020-08-05 13:12:08,660 - mmaction - INFO - Epoch [183][2140/3757] lr: 1.924e-02, eta: 2 days, 16:10:07, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7141, loss_cls: 2.3006, loss: 2.3006, grad_norm: 4.0499 2020-08-05 13:12:24,457 - mmaction - INFO - Epoch [183][2160/3757] lr: 1.924e-02, eta: 2 days, 16:09:49, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7070, loss_cls: 2.3363, loss: 2.3363, grad_norm: 4.1473 2020-08-05 13:12:40,338 - mmaction - INFO - Epoch [183][2180/3757] lr: 1.924e-02, eta: 2 days, 16:09:31, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7148, loss_cls: 2.3241, loss: 2.3241, grad_norm: 4.1214 2020-08-05 13:12:56,161 - mmaction - INFO - Epoch [183][2200/3757] lr: 1.924e-02, eta: 2 days, 16:09:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7078, loss_cls: 2.3589, loss: 2.3589, grad_norm: 4.1470 2020-08-05 13:13:11,937 - mmaction - INFO - Epoch [183][2220/3757] lr: 1.924e-02, eta: 2 days, 16:08:55, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7195, loss_cls: 2.2873, loss: 2.2873, grad_norm: 4.0321 2020-08-05 13:13:27,684 - mmaction - INFO - Epoch [183][2240/3757] lr: 1.924e-02, eta: 2 days, 16:08:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7172, loss_cls: 2.2628, loss: 2.2628, grad_norm: 4.1656 2020-08-05 13:13:43,449 - mmaction - INFO - Epoch [183][2260/3757] lr: 1.924e-02, eta: 2 days, 16:08:19, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7297, loss_cls: 2.2743, loss: 2.2743, grad_norm: 4.1325 2020-08-05 13:13:59,203 - mmaction - INFO - Epoch [183][2280/3757] lr: 1.924e-02, eta: 2 days, 16:08:00, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7086, loss_cls: 2.3684, loss: 2.3684, grad_norm: 4.2417 2020-08-05 13:14:14,987 - mmaction - INFO - Epoch [183][2300/3757] lr: 1.924e-02, eta: 2 days, 16:07:42, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7070, loss_cls: 2.3162, loss: 2.3162, grad_norm: 4.1712 2020-08-05 13:14:30,777 - mmaction - INFO - Epoch [183][2320/3757] lr: 1.924e-02, eta: 2 days, 16:07:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7086, loss_cls: 2.3085, loss: 2.3085, grad_norm: 4.1048 2020-08-05 13:14:46,642 - mmaction - INFO - Epoch [183][2340/3757] lr: 1.924e-02, eta: 2 days, 16:07:06, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7242, loss_cls: 2.2369, loss: 2.2369, grad_norm: 4.1131 2020-08-05 13:15:02,330 - mmaction - INFO - Epoch [183][2360/3757] lr: 1.924e-02, eta: 2 days, 16:06:48, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4805, top5_acc: 0.6898, loss_cls: 2.3275, loss: 2.3275, grad_norm: 4.0981 2020-08-05 13:15:18,048 - mmaction - INFO - Epoch [183][2380/3757] lr: 1.924e-02, eta: 2 days, 16:06:30, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7102, loss_cls: 2.3619, loss: 2.3619, grad_norm: 4.2298 2020-08-05 13:15:33,784 - mmaction - INFO - Epoch [183][2400/3757] lr: 1.924e-02, eta: 2 days, 16:06:12, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7289, loss_cls: 2.3514, loss: 2.3514, grad_norm: 3.9943 2020-08-05 13:15:49,600 - mmaction - INFO - Epoch [183][2420/3757] lr: 1.924e-02, eta: 2 days, 16:05:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7125, loss_cls: 2.2978, loss: 2.2978, grad_norm: 4.1270 2020-08-05 13:16:05,279 - mmaction - INFO - Epoch [183][2440/3757] lr: 1.924e-02, eta: 2 days, 16:05:36, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7000, loss_cls: 2.3746, loss: 2.3746, grad_norm: 4.1911 2020-08-05 13:16:20,965 - mmaction - INFO - Epoch [183][2460/3757] lr: 1.924e-02, eta: 2 days, 16:05:18, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7109, loss_cls: 2.3696, loss: 2.3696, grad_norm: 4.1606 2020-08-05 13:16:36,929 - mmaction - INFO - Epoch [183][2480/3757] lr: 1.924e-02, eta: 2 days, 16:05:00, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7086, loss_cls: 2.3124, loss: 2.3124, grad_norm: 4.0716 2020-08-05 13:16:52,714 - mmaction - INFO - Epoch [183][2500/3757] lr: 1.924e-02, eta: 2 days, 16:04:42, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7094, loss_cls: 2.3273, loss: 2.3273, grad_norm: 4.1258 2020-08-05 13:17:08,500 - mmaction - INFO - Epoch [183][2520/3757] lr: 1.924e-02, eta: 2 days, 16:04:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7117, loss_cls: 2.3082, loss: 2.3082, grad_norm: 4.1571 2020-08-05 13:17:24,181 - mmaction - INFO - Epoch [183][2540/3757] lr: 1.924e-02, eta: 2 days, 16:04:06, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7070, loss_cls: 2.3335, loss: 2.3335, grad_norm: 4.1039 2020-08-05 13:17:40,003 - mmaction - INFO - Epoch [183][2560/3757] lr: 1.924e-02, eta: 2 days, 16:03:48, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7109, loss_cls: 2.3233, loss: 2.3233, grad_norm: 4.0629 2020-08-05 13:17:55,718 - mmaction - INFO - Epoch [183][2580/3757] lr: 1.924e-02, eta: 2 days, 16:03:30, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7117, loss_cls: 2.3099, loss: 2.3099, grad_norm: 4.0959 2020-08-05 13:18:11,488 - mmaction - INFO - Epoch [183][2600/3757] lr: 1.924e-02, eta: 2 days, 16:03:11, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7164, loss_cls: 2.3159, loss: 2.3159, grad_norm: 4.0443 2020-08-05 13:18:27,314 - mmaction - INFO - Epoch [183][2620/3757] lr: 1.924e-02, eta: 2 days, 16:02:53, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7094, loss_cls: 2.3440, loss: 2.3440, grad_norm: 4.2584 2020-08-05 13:18:43,125 - mmaction - INFO - Epoch [183][2640/3757] lr: 1.924e-02, eta: 2 days, 16:02:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7063, loss_cls: 2.4079, loss: 2.4079, grad_norm: 4.2390 2020-08-05 13:18:58,936 - mmaction - INFO - Epoch [183][2660/3757] lr: 1.924e-02, eta: 2 days, 16:02:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7008, loss_cls: 2.3726, loss: 2.3726, grad_norm: 4.2113 2020-08-05 13:19:14,636 - mmaction - INFO - Epoch [183][2680/3757] lr: 1.924e-02, eta: 2 days, 16:01:59, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7047, loss_cls: 2.3735, loss: 2.3735, grad_norm: 4.1535 2020-08-05 13:19:30,419 - mmaction - INFO - Epoch [183][2700/3757] lr: 1.924e-02, eta: 2 days, 16:01:41, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7109, loss_cls: 2.3037, loss: 2.3037, grad_norm: 4.1641 2020-08-05 13:19:46,285 - mmaction - INFO - Epoch [183][2720/3757] lr: 1.924e-02, eta: 2 days, 16:01:23, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7211, loss_cls: 2.2914, loss: 2.2914, grad_norm: 4.1237 2020-08-05 13:20:02,014 - mmaction - INFO - Epoch [183][2740/3757] lr: 1.924e-02, eta: 2 days, 16:01:05, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7102, loss_cls: 2.3099, loss: 2.3099, grad_norm: 4.0299 2020-08-05 13:20:17,676 - mmaction - INFO - Epoch [183][2760/3757] lr: 1.924e-02, eta: 2 days, 16:00:47, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7273, loss_cls: 2.3120, loss: 2.3120, grad_norm: 4.0422 2020-08-05 13:20:33,490 - mmaction - INFO - Epoch [183][2780/3757] lr: 1.924e-02, eta: 2 days, 16:00:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7031, loss_cls: 2.3306, loss: 2.3306, grad_norm: 4.0420 2020-08-05 13:20:49,159 - mmaction - INFO - Epoch [183][2800/3757] lr: 1.924e-02, eta: 2 days, 16:00:11, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7148, loss_cls: 2.3230, loss: 2.3230, grad_norm: 4.1973 2020-08-05 13:21:04,912 - mmaction - INFO - Epoch [183][2820/3757] lr: 1.924e-02, eta: 2 days, 15:59:53, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7266, loss_cls: 2.2673, loss: 2.2673, grad_norm: 4.1848 2020-08-05 13:21:20,927 - mmaction - INFO - Epoch [183][2840/3757] lr: 1.924e-02, eta: 2 days, 15:59:35, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7133, loss_cls: 2.3150, loss: 2.3150, grad_norm: 4.2015 2020-08-05 13:21:36,645 - mmaction - INFO - Epoch [183][2860/3757] lr: 1.924e-02, eta: 2 days, 15:59:17, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7172, loss_cls: 2.3094, loss: 2.3094, grad_norm: 4.0834 2020-08-05 13:21:52,431 - mmaction - INFO - Epoch [183][2880/3757] lr: 1.924e-02, eta: 2 days, 15:58:59, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7359, loss_cls: 2.2008, loss: 2.2008, grad_norm: 4.1104 2020-08-05 13:22:08,211 - mmaction - INFO - Epoch [183][2900/3757] lr: 1.924e-02, eta: 2 days, 15:58:41, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7312, loss_cls: 2.2473, loss: 2.2473, grad_norm: 4.0619 2020-08-05 13:22:24,008 - mmaction - INFO - Epoch [183][2920/3757] lr: 1.924e-02, eta: 2 days, 15:58:23, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7102, loss_cls: 2.3461, loss: 2.3461, grad_norm: 4.0630 2020-08-05 13:22:39,793 - mmaction - INFO - Epoch [183][2940/3757] lr: 1.924e-02, eta: 2 days, 15:58:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7125, loss_cls: 2.2873, loss: 2.2873, grad_norm: 4.1241 2020-08-05 13:22:55,759 - mmaction - INFO - Epoch [183][2960/3757] lr: 1.924e-02, eta: 2 days, 15:57:47, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7320, loss_cls: 2.2639, loss: 2.2639, grad_norm: 4.1197 2020-08-05 13:23:11,453 - mmaction - INFO - Epoch [183][2980/3757] lr: 1.924e-02, eta: 2 days, 15:57:29, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7102, loss_cls: 2.3191, loss: 2.3191, grad_norm: 4.1085 2020-08-05 13:23:27,175 - mmaction - INFO - Epoch [183][3000/3757] lr: 1.924e-02, eta: 2 days, 15:57:11, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7219, loss_cls: 2.2201, loss: 2.2201, grad_norm: 4.0531 2020-08-05 13:23:42,884 - mmaction - INFO - Epoch [183][3020/3757] lr: 1.924e-02, eta: 2 days, 15:56:53, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6828, loss_cls: 2.3988, loss: 2.3988, grad_norm: 4.1776 2020-08-05 13:23:58,694 - mmaction - INFO - Epoch [183][3040/3757] lr: 1.924e-02, eta: 2 days, 15:56:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7148, loss_cls: 2.2902, loss: 2.2902, grad_norm: 3.9404 2020-08-05 13:24:14,494 - mmaction - INFO - Epoch [183][3060/3757] lr: 1.924e-02, eta: 2 days, 15:56:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7172, loss_cls: 2.2973, loss: 2.2973, grad_norm: 4.1255 2020-08-05 13:24:30,241 - mmaction - INFO - Epoch [183][3080/3757] lr: 1.924e-02, eta: 2 days, 15:55:59, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7391, loss_cls: 2.1934, loss: 2.1934, grad_norm: 4.0300 2020-08-05 13:24:46,015 - mmaction - INFO - Epoch [183][3100/3757] lr: 1.924e-02, eta: 2 days, 15:55:41, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7172, loss_cls: 2.2947, loss: 2.2947, grad_norm: 4.0908 2020-08-05 13:25:01,801 - mmaction - INFO - Epoch [183][3120/3757] lr: 1.924e-02, eta: 2 days, 15:55:23, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7227, loss_cls: 2.3323, loss: 2.3323, grad_norm: 4.0887 2020-08-05 13:25:17,600 - mmaction - INFO - Epoch [183][3140/3757] lr: 1.924e-02, eta: 2 days, 15:55:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.2929, loss: 2.2929, grad_norm: 4.1282 2020-08-05 13:25:33,376 - mmaction - INFO - Epoch [183][3160/3757] lr: 1.924e-02, eta: 2 days, 15:54:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7125, loss_cls: 2.2756, loss: 2.2756, grad_norm: 4.2312 2020-08-05 13:25:49,136 - mmaction - INFO - Epoch [183][3180/3757] lr: 1.924e-02, eta: 2 days, 15:54:29, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6977, loss_cls: 2.4225, loss: 2.4225, grad_norm: 4.1553 2020-08-05 13:26:04,979 - mmaction - INFO - Epoch [183][3200/3757] lr: 1.924e-02, eta: 2 days, 15:54:11, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7281, loss_cls: 2.2829, loss: 2.2829, grad_norm: 3.9853 2020-08-05 13:26:20,797 - mmaction - INFO - Epoch [183][3220/3757] lr: 1.924e-02, eta: 2 days, 15:53:53, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7000, loss_cls: 2.3164, loss: 2.3164, grad_norm: 4.0425 2020-08-05 13:26:36,622 - mmaction - INFO - Epoch [183][3240/3757] lr: 1.924e-02, eta: 2 days, 15:53:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7320, loss_cls: 2.2203, loss: 2.2203, grad_norm: 4.0224 2020-08-05 13:26:52,408 - mmaction - INFO - Epoch [183][3260/3757] lr: 1.924e-02, eta: 2 days, 15:53:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7125, loss_cls: 2.3365, loss: 2.3365, grad_norm: 4.1709 2020-08-05 13:27:08,193 - mmaction - INFO - Epoch [183][3280/3757] lr: 1.924e-02, eta: 2 days, 15:52:59, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7070, loss_cls: 2.3849, loss: 2.3849, grad_norm: 4.1273 2020-08-05 13:27:23,932 - mmaction - INFO - Epoch [183][3300/3757] lr: 1.924e-02, eta: 2 days, 15:52:41, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7172, loss_cls: 2.2680, loss: 2.2680, grad_norm: 4.1225 2020-08-05 13:27:39,717 - mmaction - INFO - Epoch [183][3320/3757] lr: 1.924e-02, eta: 2 days, 15:52:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7117, loss_cls: 2.3531, loss: 2.3531, grad_norm: 4.0816 2020-08-05 13:27:55,520 - mmaction - INFO - Epoch [183][3340/3757] lr: 1.924e-02, eta: 2 days, 15:52:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7148, loss_cls: 2.2961, loss: 2.2961, grad_norm: 4.1533 2020-08-05 13:28:11,287 - mmaction - INFO - Epoch [183][3360/3757] lr: 1.924e-02, eta: 2 days, 15:51:47, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7094, loss_cls: 2.3242, loss: 2.3242, grad_norm: 4.0471 2020-08-05 13:28:27,068 - mmaction - INFO - Epoch [183][3380/3757] lr: 1.924e-02, eta: 2 days, 15:51:29, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7117, loss_cls: 2.3560, loss: 2.3560, grad_norm: 4.1089 2020-08-05 13:28:42,844 - mmaction - INFO - Epoch [183][3400/3757] lr: 1.924e-02, eta: 2 days, 15:51:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7383, loss_cls: 2.2864, loss: 2.2864, grad_norm: 4.0617 2020-08-05 13:28:58,646 - mmaction - INFO - Epoch [183][3420/3757] lr: 1.924e-02, eta: 2 days, 15:50:53, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7211, loss_cls: 2.3211, loss: 2.3211, grad_norm: 4.1861 2020-08-05 13:29:14,463 - mmaction - INFO - Epoch [183][3440/3757] lr: 1.924e-02, eta: 2 days, 15:50:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7148, loss_cls: 2.3059, loss: 2.3059, grad_norm: 4.1977 2020-08-05 13:29:30,243 - mmaction - INFO - Epoch [183][3460/3757] lr: 1.924e-02, eta: 2 days, 15:50:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7234, loss_cls: 2.2560, loss: 2.2560, grad_norm: 4.1621 2020-08-05 13:29:46,021 - mmaction - INFO - Epoch [183][3480/3757] lr: 1.924e-02, eta: 2 days, 15:49:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7047, loss_cls: 2.3544, loss: 2.3544, grad_norm: 4.1654 2020-08-05 13:30:01,933 - mmaction - INFO - Epoch [183][3500/3757] lr: 1.924e-02, eta: 2 days, 15:49:41, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7164, loss_cls: 2.2868, loss: 2.2868, grad_norm: 4.0308 2020-08-05 13:30:17,618 - mmaction - INFO - Epoch [183][3520/3757] lr: 1.924e-02, eta: 2 days, 15:49:22, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7070, loss_cls: 2.2448, loss: 2.2448, grad_norm: 4.1937 2020-08-05 13:30:33,417 - mmaction - INFO - Epoch [183][3540/3757] lr: 1.924e-02, eta: 2 days, 15:49:05, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7297, loss_cls: 2.1854, loss: 2.1854, grad_norm: 4.1336 2020-08-05 13:30:49,198 - mmaction - INFO - Epoch [183][3560/3757] lr: 1.924e-02, eta: 2 days, 15:48:47, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7148, loss_cls: 2.3145, loss: 2.3145, grad_norm: 4.3417 2020-08-05 13:31:05,040 - mmaction - INFO - Epoch [183][3580/3757] lr: 1.924e-02, eta: 2 days, 15:48:29, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7164, loss_cls: 2.2551, loss: 2.2551, grad_norm: 4.1694 2020-08-05 13:31:20,900 - mmaction - INFO - Epoch [183][3600/3757] lr: 1.924e-02, eta: 2 days, 15:48:11, time: 0.793, data_time: 0.008, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7102, loss_cls: 2.3578, loss: 2.3578, grad_norm: 4.0849 2020-08-05 13:31:36,701 - mmaction - INFO - Epoch [183][3620/3757] lr: 1.924e-02, eta: 2 days, 15:47:53, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7117, loss_cls: 2.3702, loss: 2.3702, grad_norm: 4.1846 2020-08-05 13:31:52,438 - mmaction - INFO - Epoch [183][3640/3757] lr: 1.924e-02, eta: 2 days, 15:47:35, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7172, loss_cls: 2.2942, loss: 2.2942, grad_norm: 4.0696 2020-08-05 13:32:08,191 - mmaction - INFO - Epoch [183][3660/3757] lr: 1.924e-02, eta: 2 days, 15:47:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6875, loss_cls: 2.4238, loss: 2.4238, grad_norm: 4.1969 2020-08-05 13:32:23,885 - mmaction - INFO - Epoch [183][3680/3757] lr: 1.924e-02, eta: 2 days, 15:46:58, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7164, loss_cls: 2.2770, loss: 2.2770, grad_norm: 4.0231 2020-08-05 13:32:39,816 - mmaction - INFO - Epoch [183][3700/3757] lr: 1.924e-02, eta: 2 days, 15:46:41, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.7148, loss_cls: 2.3643, loss: 2.3643, grad_norm: 4.0746 2020-08-05 13:32:55,597 - mmaction - INFO - Epoch [183][3720/3757] lr: 1.924e-02, eta: 2 days, 15:46:23, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7305, loss_cls: 2.2384, loss: 2.2384, grad_norm: 4.1117 2020-08-05 13:33:11,334 - mmaction - INFO - Epoch [183][3740/3757] lr: 1.924e-02, eta: 2 days, 15:46:05, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7023, loss_cls: 2.4050, loss: 2.4050, grad_norm: 4.3346 2020-08-05 13:37:39,498 - mmaction - INFO - Epoch [184][20/3757] lr: 1.876e-02, eta: 2 days, 15:49:53, time: 11.314, data_time: 10.491, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7234, loss_cls: 2.2610, loss: 2.2610, grad_norm: 4.2106 2020-08-05 13:37:55,306 - mmaction - INFO - Epoch [184][40/3757] lr: 1.876e-02, eta: 2 days, 15:49:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7063, loss_cls: 2.3694, loss: 2.3694, grad_norm: 4.1696 2020-08-05 13:38:11,307 - mmaction - INFO - Epoch [184][60/3757] lr: 1.876e-02, eta: 2 days, 15:49:17, time: 0.800, data_time: 0.010, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7125, loss_cls: 2.2857, loss: 2.2857, grad_norm: 4.0330 2020-08-05 13:38:27,062 - mmaction - INFO - Epoch [184][80/3757] lr: 1.876e-02, eta: 2 days, 15:48:59, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7141, loss_cls: 2.2426, loss: 2.2426, grad_norm: 4.0344 2020-08-05 13:38:42,816 - mmaction - INFO - Epoch [184][100/3757] lr: 1.876e-02, eta: 2 days, 15:48:41, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7211, loss_cls: 2.2989, loss: 2.2989, grad_norm: 4.2109 2020-08-05 13:38:58,628 - mmaction - INFO - Epoch [184][120/3757] lr: 1.876e-02, eta: 2 days, 15:48:23, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7023, loss_cls: 2.3562, loss: 2.3562, grad_norm: 4.1522 2020-08-05 13:39:14,420 - mmaction - INFO - Epoch [184][140/3757] lr: 1.876e-02, eta: 2 days, 15:48:05, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7242, loss_cls: 2.2290, loss: 2.2290, grad_norm: 3.9852 2020-08-05 13:39:30,224 - mmaction - INFO - Epoch [184][160/3757] lr: 1.876e-02, eta: 2 days, 15:47:47, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7234, loss_cls: 2.3096, loss: 2.3096, grad_norm: 4.2840 2020-08-05 13:39:46,012 - mmaction - INFO - Epoch [184][180/3757] lr: 1.876e-02, eta: 2 days, 15:47:29, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7195, loss_cls: 2.2939, loss: 2.2939, grad_norm: 4.0869 2020-08-05 13:40:01,823 - mmaction - INFO - Epoch [184][200/3757] lr: 1.876e-02, eta: 2 days, 15:47:11, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7234, loss_cls: 2.2581, loss: 2.2581, grad_norm: 4.0573 2020-08-05 13:40:17,631 - mmaction - INFO - Epoch [184][220/3757] lr: 1.876e-02, eta: 2 days, 15:46:53, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7164, loss_cls: 2.3228, loss: 2.3228, grad_norm: 4.1532 2020-08-05 13:40:33,400 - mmaction - INFO - Epoch [184][240/3757] lr: 1.876e-02, eta: 2 days, 15:46:35, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7211, loss_cls: 2.3348, loss: 2.3348, grad_norm: 4.1130 2020-08-05 13:40:49,208 - mmaction - INFO - Epoch [184][260/3757] lr: 1.876e-02, eta: 2 days, 15:46:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7250, loss_cls: 2.3577, loss: 2.3577, grad_norm: 4.1757 2020-08-05 13:41:04,955 - mmaction - INFO - Epoch [184][280/3757] lr: 1.876e-02, eta: 2 days, 15:45:59, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7492, loss_cls: 2.1294, loss: 2.1294, grad_norm: 3.9882 2020-08-05 13:41:20,761 - mmaction - INFO - Epoch [184][300/3757] lr: 1.876e-02, eta: 2 days, 15:45:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7070, loss_cls: 2.3094, loss: 2.3094, grad_norm: 4.1440 2020-08-05 13:41:36,574 - mmaction - INFO - Epoch [184][320/3757] lr: 1.876e-02, eta: 2 days, 15:45:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7531, loss_cls: 2.1856, loss: 2.1856, grad_norm: 4.1613 2020-08-05 13:41:52,524 - mmaction - INFO - Epoch [184][340/3757] lr: 1.876e-02, eta: 2 days, 15:45:05, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7234, loss_cls: 2.2216, loss: 2.2216, grad_norm: 4.1973 2020-08-05 13:42:08,345 - mmaction - INFO - Epoch [184][360/3757] lr: 1.876e-02, eta: 2 days, 15:44:47, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7438, loss_cls: 2.2162, loss: 2.2162, grad_norm: 4.1642 2020-08-05 13:42:24,169 - mmaction - INFO - Epoch [184][380/3757] lr: 1.876e-02, eta: 2 days, 15:44:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7172, loss_cls: 2.3091, loss: 2.3091, grad_norm: 4.2108 2020-08-05 13:42:39,975 - mmaction - INFO - Epoch [184][400/3757] lr: 1.876e-02, eta: 2 days, 15:44:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.2413, loss: 2.2413, grad_norm: 4.1209 2020-08-05 13:42:55,978 - mmaction - INFO - Epoch [184][420/3757] lr: 1.876e-02, eta: 2 days, 15:43:53, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7266, loss_cls: 2.2486, loss: 2.2486, grad_norm: 4.1723 2020-08-05 13:43:11,723 - mmaction - INFO - Epoch [184][440/3757] lr: 1.876e-02, eta: 2 days, 15:43:35, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7312, loss_cls: 2.2587, loss: 2.2587, grad_norm: 4.3446 2020-08-05 13:43:27,571 - mmaction - INFO - Epoch [184][460/3757] lr: 1.876e-02, eta: 2 days, 15:43:17, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7039, loss_cls: 2.3532, loss: 2.3532, grad_norm: 4.2245 2020-08-05 13:43:43,288 - mmaction - INFO - Epoch [184][480/3757] lr: 1.876e-02, eta: 2 days, 15:42:59, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7195, loss_cls: 2.3192, loss: 2.3192, grad_norm: 4.2047 2020-08-05 13:43:59,074 - mmaction - INFO - Epoch [184][500/3757] lr: 1.876e-02, eta: 2 days, 15:42:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7336, loss_cls: 2.2276, loss: 2.2276, grad_norm: 4.1134 2020-08-05 13:44:14,925 - mmaction - INFO - Epoch [184][520/3757] lr: 1.876e-02, eta: 2 days, 15:42:23, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7219, loss_cls: 2.3201, loss: 2.3201, grad_norm: 4.1388 2020-08-05 13:44:30,698 - mmaction - INFO - Epoch [184][540/3757] lr: 1.876e-02, eta: 2 days, 15:42:05, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7305, loss_cls: 2.2479, loss: 2.2479, grad_norm: 4.1180 2020-08-05 13:44:46,464 - mmaction - INFO - Epoch [184][560/3757] lr: 1.876e-02, eta: 2 days, 15:41:47, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7156, loss_cls: 2.3021, loss: 2.3021, grad_norm: 4.1012 2020-08-05 13:45:02,255 - mmaction - INFO - Epoch [184][580/3757] lr: 1.876e-02, eta: 2 days, 15:41:29, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7195, loss_cls: 2.2732, loss: 2.2732, grad_norm: 4.0836 2020-08-05 13:45:17,976 - mmaction - INFO - Epoch [184][600/3757] lr: 1.876e-02, eta: 2 days, 15:41:10, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.2393, loss: 2.2393, grad_norm: 4.1936 2020-08-05 13:45:33,792 - mmaction - INFO - Epoch [184][620/3757] lr: 1.876e-02, eta: 2 days, 15:40:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7031, loss_cls: 2.3542, loss: 2.3542, grad_norm: 4.1761 2020-08-05 13:45:49,552 - mmaction - INFO - Epoch [184][640/3757] lr: 1.876e-02, eta: 2 days, 15:40:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7203, loss_cls: 2.2844, loss: 2.2844, grad_norm: 4.0854 2020-08-05 13:46:05,326 - mmaction - INFO - Epoch [184][660/3757] lr: 1.876e-02, eta: 2 days, 15:40:16, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7211, loss_cls: 2.2744, loss: 2.2744, grad_norm: 4.1007 2020-08-05 13:46:21,067 - mmaction - INFO - Epoch [184][680/3757] lr: 1.876e-02, eta: 2 days, 15:39:58, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7250, loss_cls: 2.2201, loss: 2.2201, grad_norm: 4.1158 2020-08-05 13:46:36,870 - mmaction - INFO - Epoch [184][700/3757] lr: 1.876e-02, eta: 2 days, 15:39:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7477, loss_cls: 2.1943, loss: 2.1943, grad_norm: 4.2091 2020-08-05 13:46:52,686 - mmaction - INFO - Epoch [184][720/3757] lr: 1.876e-02, eta: 2 days, 15:39:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7156, loss_cls: 2.2970, loss: 2.2970, grad_norm: 4.1421 2020-08-05 13:47:08,493 - mmaction - INFO - Epoch [184][740/3757] lr: 1.876e-02, eta: 2 days, 15:39:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7195, loss_cls: 2.3176, loss: 2.3176, grad_norm: 4.2549 2020-08-05 13:47:24,319 - mmaction - INFO - Epoch [184][760/3757] lr: 1.876e-02, eta: 2 days, 15:38:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7273, loss_cls: 2.2446, loss: 2.2446, grad_norm: 4.0867 2020-08-05 13:47:40,156 - mmaction - INFO - Epoch [184][780/3757] lr: 1.876e-02, eta: 2 days, 15:38:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.3629, loss: 2.3629, grad_norm: 4.1979 2020-08-05 13:47:55,907 - mmaction - INFO - Epoch [184][800/3757] lr: 1.876e-02, eta: 2 days, 15:38:10, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7305, loss_cls: 2.2432, loss: 2.2432, grad_norm: 4.0985 2020-08-05 13:48:11,735 - mmaction - INFO - Epoch [184][820/3757] lr: 1.876e-02, eta: 2 days, 15:37:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7266, loss_cls: 2.2160, loss: 2.2160, grad_norm: 3.9906 2020-08-05 13:48:27,508 - mmaction - INFO - Epoch [184][840/3757] lr: 1.876e-02, eta: 2 days, 15:37:34, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7258, loss_cls: 2.2537, loss: 2.2537, grad_norm: 4.1186 2020-08-05 13:48:43,324 - mmaction - INFO - Epoch [184][860/3757] lr: 1.876e-02, eta: 2 days, 15:37:16, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7148, loss_cls: 2.3467, loss: 2.3467, grad_norm: 4.0955 2020-08-05 13:48:59,127 - mmaction - INFO - Epoch [184][880/3757] lr: 1.876e-02, eta: 2 days, 15:36:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7063, loss_cls: 2.2943, loss: 2.2943, grad_norm: 4.0860 2020-08-05 13:49:14,942 - mmaction - INFO - Epoch [184][900/3757] lr: 1.876e-02, eta: 2 days, 15:36:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7156, loss_cls: 2.3193, loss: 2.3193, grad_norm: 4.1951 2020-08-05 13:49:30,765 - mmaction - INFO - Epoch [184][920/3757] lr: 1.876e-02, eta: 2 days, 15:36:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7242, loss_cls: 2.2862, loss: 2.2862, grad_norm: 4.2723 2020-08-05 13:49:46,496 - mmaction - INFO - Epoch [184][940/3757] lr: 1.876e-02, eta: 2 days, 15:36:04, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7125, loss_cls: 2.2997, loss: 2.2997, grad_norm: 4.1703 2020-08-05 13:50:02,382 - mmaction - INFO - Epoch [184][960/3757] lr: 1.876e-02, eta: 2 days, 15:35:46, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7109, loss_cls: 2.3274, loss: 2.3274, grad_norm: 4.1606 2020-08-05 13:50:18,102 - mmaction - INFO - Epoch [184][980/3757] lr: 1.876e-02, eta: 2 days, 15:35:28, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7250, loss_cls: 2.2971, loss: 2.2971, grad_norm: 3.9904 2020-08-05 13:50:33,966 - mmaction - INFO - Epoch [184][1000/3757] lr: 1.876e-02, eta: 2 days, 15:35:10, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7047, loss_cls: 2.3704, loss: 2.3704, grad_norm: 3.9576 2020-08-05 13:50:49,824 - mmaction - INFO - Epoch [184][1020/3757] lr: 1.876e-02, eta: 2 days, 15:34:52, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7445, loss_cls: 2.1884, loss: 2.1884, grad_norm: 3.9863 2020-08-05 13:51:05,615 - mmaction - INFO - Epoch [184][1040/3757] lr: 1.876e-02, eta: 2 days, 15:34:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.6992, loss_cls: 2.3764, loss: 2.3764, grad_norm: 4.1296 2020-08-05 13:51:21,425 - mmaction - INFO - Epoch [184][1060/3757] lr: 1.876e-02, eta: 2 days, 15:34:16, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7156, loss_cls: 2.2768, loss: 2.2768, grad_norm: 4.1746 2020-08-05 13:51:37,175 - mmaction - INFO - Epoch [184][1080/3757] lr: 1.876e-02, eta: 2 days, 15:33:58, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7141, loss_cls: 2.2998, loss: 2.2998, grad_norm: 4.1396 2020-08-05 13:51:52,963 - mmaction - INFO - Epoch [184][1100/3757] lr: 1.876e-02, eta: 2 days, 15:33:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7125, loss_cls: 2.3037, loss: 2.3037, grad_norm: 4.1487 2020-08-05 13:52:08,756 - mmaction - INFO - Epoch [184][1120/3757] lr: 1.876e-02, eta: 2 days, 15:33:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7117, loss_cls: 2.3301, loss: 2.3301, grad_norm: 4.1773 2020-08-05 13:52:24,611 - mmaction - INFO - Epoch [184][1140/3757] lr: 1.876e-02, eta: 2 days, 15:33:04, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7203, loss_cls: 2.2897, loss: 2.2897, grad_norm: 4.0798 2020-08-05 13:52:40,362 - mmaction - INFO - Epoch [184][1160/3757] lr: 1.876e-02, eta: 2 days, 15:32:46, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7328, loss_cls: 2.2488, loss: 2.2488, grad_norm: 4.1335 2020-08-05 13:52:56,215 - mmaction - INFO - Epoch [184][1180/3757] lr: 1.876e-02, eta: 2 days, 15:32:28, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7242, loss_cls: 2.2921, loss: 2.2921, grad_norm: 4.1528 2020-08-05 13:53:11,924 - mmaction - INFO - Epoch [184][1200/3757] lr: 1.876e-02, eta: 2 days, 15:32:10, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7156, loss_cls: 2.2994, loss: 2.2994, grad_norm: 4.1658 2020-08-05 13:53:27,885 - mmaction - INFO - Epoch [184][1220/3757] lr: 1.876e-02, eta: 2 days, 15:31:52, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7047, loss_cls: 2.3628, loss: 2.3628, grad_norm: 4.1524 2020-08-05 13:53:43,549 - mmaction - INFO - Epoch [184][1240/3757] lr: 1.876e-02, eta: 2 days, 15:31:34, time: 0.784, data_time: 0.002, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7227, loss_cls: 2.2573, loss: 2.2573, grad_norm: 4.1295 2020-08-05 13:53:59,358 - mmaction - INFO - Epoch [184][1260/3757] lr: 1.876e-02, eta: 2 days, 15:31:16, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7203, loss_cls: 2.3030, loss: 2.3030, grad_norm: 4.1801 2020-08-05 13:54:15,079 - mmaction - INFO - Epoch [184][1280/3757] lr: 1.876e-02, eta: 2 days, 15:30:58, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7305, loss_cls: 2.2687, loss: 2.2687, grad_norm: 4.1189 2020-08-05 13:54:30,951 - mmaction - INFO - Epoch [184][1300/3757] lr: 1.876e-02, eta: 2 days, 15:30:40, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7117, loss_cls: 2.3603, loss: 2.3603, grad_norm: 4.1529 2020-08-05 13:54:46,727 - mmaction - INFO - Epoch [184][1320/3757] lr: 1.876e-02, eta: 2 days, 15:30:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7195, loss_cls: 2.2900, loss: 2.2900, grad_norm: 4.0956 2020-08-05 13:55:02,587 - mmaction - INFO - Epoch [184][1340/3757] lr: 1.876e-02, eta: 2 days, 15:30:04, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7227, loss_cls: 2.2267, loss: 2.2267, grad_norm: 4.0121 2020-08-05 13:55:18,328 - mmaction - INFO - Epoch [184][1360/3757] lr: 1.876e-02, eta: 2 days, 15:29:46, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7344, loss_cls: 2.2275, loss: 2.2275, grad_norm: 4.1361 2020-08-05 13:55:34,119 - mmaction - INFO - Epoch [184][1380/3757] lr: 1.876e-02, eta: 2 days, 15:29:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7031, loss_cls: 2.3428, loss: 2.3428, grad_norm: 4.2752 2020-08-05 13:55:49,949 - mmaction - INFO - Epoch [184][1400/3757] lr: 1.876e-02, eta: 2 days, 15:29:10, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7375, loss_cls: 2.2294, loss: 2.2294, grad_norm: 4.0745 2020-08-05 13:56:05,789 - mmaction - INFO - Epoch [184][1420/3757] lr: 1.876e-02, eta: 2 days, 15:28:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7156, loss_cls: 2.3115, loss: 2.3115, grad_norm: 4.1079 2020-08-05 13:56:21,619 - mmaction - INFO - Epoch [184][1440/3757] lr: 1.876e-02, eta: 2 days, 15:28:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.6953, loss_cls: 2.3741, loss: 2.3741, grad_norm: 4.2065 2020-08-05 13:56:37,481 - mmaction - INFO - Epoch [184][1460/3757] lr: 1.876e-02, eta: 2 days, 15:28:16, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7312, loss_cls: 2.2050, loss: 2.2050, grad_norm: 4.0268 2020-08-05 13:56:53,253 - mmaction - INFO - Epoch [184][1480/3757] lr: 1.876e-02, eta: 2 days, 15:27:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7336, loss_cls: 2.2745, loss: 2.2745, grad_norm: 4.1224 2020-08-05 13:57:09,063 - mmaction - INFO - Epoch [184][1500/3757] lr: 1.876e-02, eta: 2 days, 15:27:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7328, loss_cls: 2.1481, loss: 2.1481, grad_norm: 4.1216 2020-08-05 13:57:25,007 - mmaction - INFO - Epoch [184][1520/3757] lr: 1.876e-02, eta: 2 days, 15:27:22, time: 0.797, data_time: 0.012, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7305, loss_cls: 2.2439, loss: 2.2439, grad_norm: 4.2707 2020-08-05 13:57:40,759 - mmaction - INFO - Epoch [184][1540/3757] lr: 1.876e-02, eta: 2 days, 15:27:04, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7414, loss_cls: 2.2045, loss: 2.2045, grad_norm: 4.2227 2020-08-05 13:57:56,540 - mmaction - INFO - Epoch [184][1560/3757] lr: 1.876e-02, eta: 2 days, 15:26:46, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7156, loss_cls: 2.3405, loss: 2.3405, grad_norm: 4.2855 2020-08-05 13:58:12,305 - mmaction - INFO - Epoch [184][1580/3757] lr: 1.876e-02, eta: 2 days, 15:26:28, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7102, loss_cls: 2.2913, loss: 2.2913, grad_norm: 4.2673 2020-08-05 13:58:28,068 - mmaction - INFO - Epoch [184][1600/3757] lr: 1.876e-02, eta: 2 days, 15:26:10, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7148, loss_cls: 2.3612, loss: 2.3612, grad_norm: 4.2455 2020-08-05 13:58:43,792 - mmaction - INFO - Epoch [184][1620/3757] lr: 1.876e-02, eta: 2 days, 15:25:52, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7477, loss_cls: 2.1897, loss: 2.1897, grad_norm: 4.0842 2020-08-05 13:58:59,596 - mmaction - INFO - Epoch [184][1640/3757] lr: 1.876e-02, eta: 2 days, 15:25:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7227, loss_cls: 2.2784, loss: 2.2784, grad_norm: 4.1207 2020-08-05 13:59:15,429 - mmaction - INFO - Epoch [184][1660/3757] lr: 1.876e-02, eta: 2 days, 15:25:16, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7281, loss_cls: 2.2756, loss: 2.2756, grad_norm: 4.2749 2020-08-05 13:59:31,139 - mmaction - INFO - Epoch [184][1680/3757] lr: 1.876e-02, eta: 2 days, 15:24:58, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7039, loss_cls: 2.3391, loss: 2.3391, grad_norm: 4.0298 2020-08-05 13:59:46,890 - mmaction - INFO - Epoch [184][1700/3757] lr: 1.876e-02, eta: 2 days, 15:24:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6977, loss_cls: 2.4071, loss: 2.4071, grad_norm: 4.2377 2020-08-05 14:00:05,277 - mmaction - INFO - Epoch [184][1720/3757] lr: 1.876e-02, eta: 2 days, 15:24:22, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4492, top5_acc: 0.7055, loss_cls: 2.3198, loss: 2.3198, grad_norm: 4.2323 2020-08-05 14:00:28,507 - mmaction - INFO - Epoch [184][1740/3757] lr: 1.876e-02, eta: 2 days, 15:24:17, time: 1.284, data_time: 0.140, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7312, loss_cls: 2.2856, loss: 2.2856, grad_norm: 4.1190 2020-08-05 14:00:44,285 - mmaction - INFO - Epoch [184][1760/3757] lr: 1.876e-02, eta: 2 days, 15:23:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2312, loss: 2.2312, grad_norm: 4.0770 2020-08-05 14:01:00,182 - mmaction - INFO - Epoch [184][1780/3757] lr: 1.876e-02, eta: 2 days, 15:23:41, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7289, loss_cls: 2.2126, loss: 2.2126, grad_norm: 4.0791 2020-08-05 14:01:16,079 - mmaction - INFO - Epoch [184][1800/3757] lr: 1.876e-02, eta: 2 days, 15:23:23, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7180, loss_cls: 2.3209, loss: 2.3209, grad_norm: 4.1528 2020-08-05 14:01:31,785 - mmaction - INFO - Epoch [184][1820/3757] lr: 1.876e-02, eta: 2 days, 15:23:05, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4547, top5_acc: 0.6906, loss_cls: 2.3699, loss: 2.3699, grad_norm: 4.1276 2020-08-05 14:01:47,560 - mmaction - INFO - Epoch [184][1840/3757] lr: 1.876e-02, eta: 2 days, 15:22:47, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7438, loss_cls: 2.1727, loss: 2.1727, grad_norm: 4.1748 2020-08-05 14:02:03,264 - mmaction - INFO - Epoch [184][1860/3757] lr: 1.876e-02, eta: 2 days, 15:22:29, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7133, loss_cls: 2.3449, loss: 2.3449, grad_norm: 4.3259 2020-08-05 14:02:19,155 - mmaction - INFO - Epoch [184][1880/3757] lr: 1.876e-02, eta: 2 days, 15:22:11, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7063, loss_cls: 2.2907, loss: 2.2907, grad_norm: 4.0334 2020-08-05 14:02:34,835 - mmaction - INFO - Epoch [184][1900/3757] lr: 1.876e-02, eta: 2 days, 15:21:53, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7031, loss_cls: 2.3049, loss: 2.3049, grad_norm: 4.1659 2020-08-05 14:02:50,607 - mmaction - INFO - Epoch [184][1920/3757] lr: 1.876e-02, eta: 2 days, 15:21:35, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7266, loss_cls: 2.2508, loss: 2.2508, grad_norm: 4.1488 2020-08-05 14:03:06,352 - mmaction - INFO - Epoch [184][1940/3757] lr: 1.876e-02, eta: 2 days, 15:21:17, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7031, loss_cls: 2.3341, loss: 2.3341, grad_norm: 4.1964 2020-08-05 14:03:22,154 - mmaction - INFO - Epoch [184][1960/3757] lr: 1.876e-02, eta: 2 days, 15:20:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.3440, loss: 2.3440, grad_norm: 4.1819 2020-08-05 14:03:37,855 - mmaction - INFO - Epoch [184][1980/3757] lr: 1.876e-02, eta: 2 days, 15:20:41, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7195, loss_cls: 2.2750, loss: 2.2750, grad_norm: 4.1449 2020-08-05 14:03:53,664 - mmaction - INFO - Epoch [184][2000/3757] lr: 1.876e-02, eta: 2 days, 15:20:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7070, loss_cls: 2.3381, loss: 2.3381, grad_norm: 4.2577 2020-08-05 14:04:09,406 - mmaction - INFO - Epoch [184][2020/3757] lr: 1.876e-02, eta: 2 days, 15:20:05, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4344, top5_acc: 0.6930, loss_cls: 2.4423, loss: 2.4423, grad_norm: 4.1748 2020-08-05 14:04:25,198 - mmaction - INFO - Epoch [184][2040/3757] lr: 1.876e-02, eta: 2 days, 15:19:47, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7266, loss_cls: 2.2302, loss: 2.2302, grad_norm: 3.9254 2020-08-05 14:04:41,030 - mmaction - INFO - Epoch [184][2060/3757] lr: 1.876e-02, eta: 2 days, 15:19:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7117, loss_cls: 2.3226, loss: 2.3226, grad_norm: 3.9936 2020-08-05 14:04:56,798 - mmaction - INFO - Epoch [184][2080/3757] lr: 1.876e-02, eta: 2 days, 15:19:11, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7070, loss_cls: 2.2814, loss: 2.2814, grad_norm: 3.9820 2020-08-05 14:05:12,624 - mmaction - INFO - Epoch [184][2100/3757] lr: 1.876e-02, eta: 2 days, 15:18:53, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7109, loss_cls: 2.3424, loss: 2.3424, grad_norm: 4.0910 2020-08-05 14:05:28,396 - mmaction - INFO - Epoch [184][2120/3757] lr: 1.876e-02, eta: 2 days, 15:18:35, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7234, loss_cls: 2.3155, loss: 2.3155, grad_norm: 4.0409 2020-08-05 14:05:44,155 - mmaction - INFO - Epoch [184][2140/3757] lr: 1.876e-02, eta: 2 days, 15:18:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7172, loss_cls: 2.2817, loss: 2.2817, grad_norm: 4.0939 2020-08-05 14:05:59,940 - mmaction - INFO - Epoch [184][2160/3757] lr: 1.876e-02, eta: 2 days, 15:17:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7141, loss_cls: 2.2918, loss: 2.2918, grad_norm: 4.2427 2020-08-05 14:06:15,720 - mmaction - INFO - Epoch [184][2180/3757] lr: 1.876e-02, eta: 2 days, 15:17:41, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7008, loss_cls: 2.3859, loss: 2.3859, grad_norm: 4.1385 2020-08-05 14:06:31,575 - mmaction - INFO - Epoch [184][2200/3757] lr: 1.876e-02, eta: 2 days, 15:17:23, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7320, loss_cls: 2.2337, loss: 2.2337, grad_norm: 4.1907 2020-08-05 14:06:47,278 - mmaction - INFO - Epoch [184][2220/3757] lr: 1.876e-02, eta: 2 days, 15:17:05, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4805, top5_acc: 0.6953, loss_cls: 2.3677, loss: 2.3677, grad_norm: 4.2218 2020-08-05 14:07:03,137 - mmaction - INFO - Epoch [184][2240/3757] lr: 1.876e-02, eta: 2 days, 15:16:47, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7172, loss_cls: 2.2989, loss: 2.2989, grad_norm: 4.1496 2020-08-05 14:07:18,935 - mmaction - INFO - Epoch [184][2260/3757] lr: 1.876e-02, eta: 2 days, 15:16:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7133, loss_cls: 2.2985, loss: 2.2985, grad_norm: 4.2245 2020-08-05 14:07:34,726 - mmaction - INFO - Epoch [184][2280/3757] lr: 1.876e-02, eta: 2 days, 15:16:11, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7008, loss_cls: 2.3542, loss: 2.3542, grad_norm: 4.2188 2020-08-05 14:07:50,496 - mmaction - INFO - Epoch [184][2300/3757] lr: 1.876e-02, eta: 2 days, 15:15:53, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2966, loss: 2.2966, grad_norm: 4.0616 2020-08-05 14:08:06,368 - mmaction - INFO - Epoch [184][2320/3757] lr: 1.876e-02, eta: 2 days, 15:15:35, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4703, top5_acc: 0.6984, loss_cls: 2.3526, loss: 2.3526, grad_norm: 4.1414 2020-08-05 14:08:22,133 - mmaction - INFO - Epoch [184][2340/3757] lr: 1.876e-02, eta: 2 days, 15:15:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7133, loss_cls: 2.3354, loss: 2.3354, grad_norm: 4.1479 2020-08-05 14:08:37,930 - mmaction - INFO - Epoch [184][2360/3757] lr: 1.876e-02, eta: 2 days, 15:14:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6961, loss_cls: 2.4449, loss: 2.4449, grad_norm: 4.2147 2020-08-05 14:08:53,731 - mmaction - INFO - Epoch [184][2380/3757] lr: 1.876e-02, eta: 2 days, 15:14:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7031, loss_cls: 2.4079, loss: 2.4079, grad_norm: 4.2077 2020-08-05 14:09:09,424 - mmaction - INFO - Epoch [184][2400/3757] lr: 1.876e-02, eta: 2 days, 15:14:23, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7125, loss_cls: 2.2516, loss: 2.2516, grad_norm: 4.0880 2020-08-05 14:09:25,332 - mmaction - INFO - Epoch [184][2420/3757] lr: 1.876e-02, eta: 2 days, 15:14:05, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7195, loss_cls: 2.2533, loss: 2.2533, grad_norm: 4.1607 2020-08-05 14:09:40,986 - mmaction - INFO - Epoch [184][2440/3757] lr: 1.876e-02, eta: 2 days, 15:13:47, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7086, loss_cls: 2.2903, loss: 2.2903, grad_norm: 4.1763 2020-08-05 14:09:56,750 - mmaction - INFO - Epoch [184][2460/3757] lr: 1.876e-02, eta: 2 days, 15:13:29, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7086, loss_cls: 2.3658, loss: 2.3658, grad_norm: 4.1758 2020-08-05 14:10:12,549 - mmaction - INFO - Epoch [184][2480/3757] lr: 1.876e-02, eta: 2 days, 15:13:11, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7102, loss_cls: 2.3559, loss: 2.3559, grad_norm: 4.1659 2020-08-05 14:10:28,408 - mmaction - INFO - Epoch [184][2500/3757] lr: 1.876e-02, eta: 2 days, 15:12:53, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7266, loss_cls: 2.2671, loss: 2.2671, grad_norm: 4.1399 2020-08-05 14:10:44,110 - mmaction - INFO - Epoch [184][2520/3757] lr: 1.876e-02, eta: 2 days, 15:12:35, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7031, loss_cls: 2.3466, loss: 2.3466, grad_norm: 4.2923 2020-08-05 14:10:59,821 - mmaction - INFO - Epoch [184][2540/3757] lr: 1.876e-02, eta: 2 days, 15:12:17, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6953, loss_cls: 2.4514, loss: 2.4514, grad_norm: 4.2476 2020-08-05 14:11:15,650 - mmaction - INFO - Epoch [184][2560/3757] lr: 1.876e-02, eta: 2 days, 15:11:59, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7148, loss_cls: 2.3462, loss: 2.3462, grad_norm: 4.1706 2020-08-05 14:11:31,356 - mmaction - INFO - Epoch [184][2580/3757] lr: 1.876e-02, eta: 2 days, 15:11:41, time: 0.785, data_time: 0.003, memory: 6192, top1_acc: 0.4586, top5_acc: 0.6945, loss_cls: 2.4153, loss: 2.4153, grad_norm: 4.2063 2020-08-05 14:11:47,151 - mmaction - INFO - Epoch [184][2600/3757] lr: 1.876e-02, eta: 2 days, 15:11:23, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7344, loss_cls: 2.2426, loss: 2.2426, grad_norm: 4.2325 2020-08-05 14:12:02,975 - mmaction - INFO - Epoch [184][2620/3757] lr: 1.876e-02, eta: 2 days, 15:11:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7148, loss_cls: 2.2652, loss: 2.2652, grad_norm: 4.1121 2020-08-05 14:12:18,769 - mmaction - INFO - Epoch [184][2640/3757] lr: 1.876e-02, eta: 2 days, 15:10:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7070, loss_cls: 2.2805, loss: 2.2805, grad_norm: 4.1936 2020-08-05 14:12:34,563 - mmaction - INFO - Epoch [184][2660/3757] lr: 1.876e-02, eta: 2 days, 15:10:29, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7234, loss_cls: 2.2979, loss: 2.2979, grad_norm: 4.3153 2020-08-05 14:12:50,425 - mmaction - INFO - Epoch [184][2680/3757] lr: 1.876e-02, eta: 2 days, 15:10:11, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7164, loss_cls: 2.2783, loss: 2.2783, grad_norm: 4.2889 2020-08-05 14:13:06,145 - mmaction - INFO - Epoch [184][2700/3757] lr: 1.876e-02, eta: 2 days, 15:09:53, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4648, top5_acc: 0.6992, loss_cls: 2.3291, loss: 2.3291, grad_norm: 4.2425 2020-08-05 14:13:22,045 - mmaction - INFO - Epoch [184][2720/3757] lr: 1.876e-02, eta: 2 days, 15:09:35, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7148, loss_cls: 2.2969, loss: 2.2969, grad_norm: 4.2982 2020-08-05 14:13:37,816 - mmaction - INFO - Epoch [184][2740/3757] lr: 1.876e-02, eta: 2 days, 15:09:17, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7109, loss_cls: 2.3519, loss: 2.3519, grad_norm: 4.1229 2020-08-05 14:13:53,667 - mmaction - INFO - Epoch [184][2760/3757] lr: 1.876e-02, eta: 2 days, 15:08:59, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7094, loss_cls: 2.3704, loss: 2.3704, grad_norm: 4.1970 2020-08-05 14:14:09,458 - mmaction - INFO - Epoch [184][2780/3757] lr: 1.876e-02, eta: 2 days, 15:08:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7297, loss_cls: 2.2672, loss: 2.2672, grad_norm: 4.0932 2020-08-05 14:14:25,207 - mmaction - INFO - Epoch [184][2800/3757] lr: 1.876e-02, eta: 2 days, 15:08:23, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7211, loss_cls: 2.2445, loss: 2.2445, grad_norm: 4.1708 2020-08-05 14:14:41,029 - mmaction - INFO - Epoch [184][2820/3757] lr: 1.876e-02, eta: 2 days, 15:08:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7156, loss_cls: 2.2810, loss: 2.2810, grad_norm: 4.1201 2020-08-05 14:14:56,793 - mmaction - INFO - Epoch [184][2840/3757] lr: 1.876e-02, eta: 2 days, 15:07:47, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7422, loss_cls: 2.3036, loss: 2.3036, grad_norm: 4.2360 2020-08-05 14:15:12,585 - mmaction - INFO - Epoch [184][2860/3757] lr: 1.876e-02, eta: 2 days, 15:07:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7195, loss_cls: 2.3482, loss: 2.3482, grad_norm: 4.2793 2020-08-05 14:15:28,358 - mmaction - INFO - Epoch [184][2880/3757] lr: 1.876e-02, eta: 2 days, 15:07:11, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7125, loss_cls: 2.2800, loss: 2.2800, grad_norm: 4.1941 2020-08-05 14:15:44,129 - mmaction - INFO - Epoch [184][2900/3757] lr: 1.876e-02, eta: 2 days, 15:06:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7195, loss_cls: 2.3064, loss: 2.3064, grad_norm: 4.1649 2020-08-05 14:15:59,979 - mmaction - INFO - Epoch [184][2920/3757] lr: 1.876e-02, eta: 2 days, 15:06:35, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7063, loss_cls: 2.2651, loss: 2.2651, grad_norm: 4.2919 2020-08-05 14:16:15,635 - mmaction - INFO - Epoch [184][2940/3757] lr: 1.876e-02, eta: 2 days, 15:06:17, time: 0.784, data_time: 0.002, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7031, loss_cls: 2.3393, loss: 2.3393, grad_norm: 4.2317 2020-08-05 14:16:31,463 - mmaction - INFO - Epoch [184][2960/3757] lr: 1.876e-02, eta: 2 days, 15:05:59, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4547, top5_acc: 0.7141, loss_cls: 2.3170, loss: 2.3170, grad_norm: 4.0930 2020-08-05 14:16:47,662 - mmaction - INFO - Epoch [184][2980/3757] lr: 1.876e-02, eta: 2 days, 15:05:42, time: 0.810, data_time: 0.027, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7203, loss_cls: 2.2339, loss: 2.2339, grad_norm: 4.1123 2020-08-05 14:17:03,704 - mmaction - INFO - Epoch [184][3000/3757] lr: 1.876e-02, eta: 2 days, 15:05:24, time: 0.802, data_time: 0.017, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7156, loss_cls: 2.2582, loss: 2.2582, grad_norm: 4.1210 2020-08-05 14:17:19,466 - mmaction - INFO - Epoch [184][3020/3757] lr: 1.876e-02, eta: 2 days, 15:05:06, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7102, loss_cls: 2.2773, loss: 2.2773, grad_norm: 4.0997 2020-08-05 14:17:35,274 - mmaction - INFO - Epoch [184][3040/3757] lr: 1.876e-02, eta: 2 days, 15:04:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7297, loss_cls: 2.2375, loss: 2.2375, grad_norm: 4.1283 2020-08-05 14:17:50,997 - mmaction - INFO - Epoch [184][3060/3757] lr: 1.876e-02, eta: 2 days, 15:04:30, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7195, loss_cls: 2.2666, loss: 2.2666, grad_norm: 4.1374 2020-08-05 14:18:06,793 - mmaction - INFO - Epoch [184][3080/3757] lr: 1.876e-02, eta: 2 days, 15:04:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7039, loss_cls: 2.3604, loss: 2.3604, grad_norm: 4.1094 2020-08-05 14:18:22,636 - mmaction - INFO - Epoch [184][3100/3757] lr: 1.876e-02, eta: 2 days, 15:03:54, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7172, loss_cls: 2.3344, loss: 2.3344, grad_norm: 4.1136 2020-08-05 14:18:38,532 - mmaction - INFO - Epoch [184][3120/3757] lr: 1.876e-02, eta: 2 days, 15:03:36, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7078, loss_cls: 2.3249, loss: 2.3249, grad_norm: 4.1916 2020-08-05 14:18:54,373 - mmaction - INFO - Epoch [184][3140/3757] lr: 1.876e-02, eta: 2 days, 15:03:18, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7391, loss_cls: 2.3021, loss: 2.3021, grad_norm: 4.2660 2020-08-05 14:19:10,062 - mmaction - INFO - Epoch [184][3160/3757] lr: 1.876e-02, eta: 2 days, 15:03:00, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7047, loss_cls: 2.3874, loss: 2.3874, grad_norm: 4.2770 2020-08-05 14:19:25,835 - mmaction - INFO - Epoch [184][3180/3757] lr: 1.876e-02, eta: 2 days, 15:02:42, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7414, loss_cls: 2.2723, loss: 2.2723, grad_norm: 4.1760 2020-08-05 14:19:41,620 - mmaction - INFO - Epoch [184][3200/3757] lr: 1.876e-02, eta: 2 days, 15:02:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7148, loss_cls: 2.3108, loss: 2.3108, grad_norm: 4.0233 2020-08-05 14:19:57,469 - mmaction - INFO - Epoch [184][3220/3757] lr: 1.876e-02, eta: 2 days, 15:02:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7023, loss_cls: 2.4186, loss: 2.4186, grad_norm: 4.1990 2020-08-05 14:20:13,235 - mmaction - INFO - Epoch [184][3240/3757] lr: 1.876e-02, eta: 2 days, 15:01:48, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.3075, loss: 2.3075, grad_norm: 4.0936 2020-08-05 14:20:29,008 - mmaction - INFO - Epoch [184][3260/3757] lr: 1.876e-02, eta: 2 days, 15:01:30, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7008, loss_cls: 2.3848, loss: 2.3848, grad_norm: 4.1567 2020-08-05 14:20:44,852 - mmaction - INFO - Epoch [184][3280/3757] lr: 1.876e-02, eta: 2 days, 15:01:12, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7156, loss_cls: 2.2744, loss: 2.2744, grad_norm: 4.1064 2020-08-05 14:21:00,551 - mmaction - INFO - Epoch [184][3300/3757] lr: 1.876e-02, eta: 2 days, 15:00:54, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.3608, loss: 2.3608, grad_norm: 4.2207 2020-08-05 14:21:16,298 - mmaction - INFO - Epoch [184][3320/3757] lr: 1.876e-02, eta: 2 days, 15:00:36, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.4578, loss: 2.4578, grad_norm: 4.2077 2020-08-05 14:21:32,035 - mmaction - INFO - Epoch [184][3340/3757] lr: 1.876e-02, eta: 2 days, 15:00:18, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7227, loss_cls: 2.2701, loss: 2.2701, grad_norm: 4.0861 2020-08-05 14:21:47,825 - mmaction - INFO - Epoch [184][3360/3757] lr: 1.876e-02, eta: 2 days, 15:00:00, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4516, top5_acc: 0.7031, loss_cls: 2.3587, loss: 2.3587, grad_norm: 4.1855 2020-08-05 14:22:03,672 - mmaction - INFO - Epoch [184][3380/3757] lr: 1.876e-02, eta: 2 days, 14:59:42, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7242, loss_cls: 2.2788, loss: 2.2788, grad_norm: 4.1157 2020-08-05 14:22:19,562 - mmaction - INFO - Epoch [184][3400/3757] lr: 1.876e-02, eta: 2 days, 14:59:24, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7172, loss_cls: 2.3140, loss: 2.3140, grad_norm: 4.0722 2020-08-05 14:22:35,418 - mmaction - INFO - Epoch [184][3420/3757] lr: 1.876e-02, eta: 2 days, 14:59:06, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7000, loss_cls: 2.3731, loss: 2.3731, grad_norm: 4.2217 2020-08-05 14:22:51,204 - mmaction - INFO - Epoch [184][3440/3757] lr: 1.876e-02, eta: 2 days, 14:58:49, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7180, loss_cls: 2.3015, loss: 2.3015, grad_norm: 4.2160 2020-08-05 14:23:06,964 - mmaction - INFO - Epoch [184][3460/3757] lr: 1.876e-02, eta: 2 days, 14:58:31, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7391, loss_cls: 2.1796, loss: 2.1796, grad_norm: 4.1882 2020-08-05 14:23:22,816 - mmaction - INFO - Epoch [184][3480/3757] lr: 1.876e-02, eta: 2 days, 14:58:13, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7180, loss_cls: 2.2466, loss: 2.2466, grad_norm: 4.0408 2020-08-05 14:23:38,529 - mmaction - INFO - Epoch [184][3500/3757] lr: 1.876e-02, eta: 2 days, 14:57:55, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7047, loss_cls: 2.3026, loss: 2.3026, grad_norm: 4.1603 2020-08-05 14:23:54,184 - mmaction - INFO - Epoch [184][3520/3757] lr: 1.876e-02, eta: 2 days, 14:57:36, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7125, loss_cls: 2.3271, loss: 2.3271, grad_norm: 4.1545 2020-08-05 14:24:10,014 - mmaction - INFO - Epoch [184][3540/3757] lr: 1.876e-02, eta: 2 days, 14:57:18, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7156, loss_cls: 2.3023, loss: 2.3023, grad_norm: 4.1813 2020-08-05 14:24:25,806 - mmaction - INFO - Epoch [184][3560/3757] lr: 1.876e-02, eta: 2 days, 14:57:00, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.6977, loss_cls: 2.3349, loss: 2.3349, grad_norm: 4.1023 2020-08-05 14:24:41,599 - mmaction - INFO - Epoch [184][3580/3757] lr: 1.876e-02, eta: 2 days, 14:56:43, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7156, loss_cls: 2.2931, loss: 2.2931, grad_norm: 4.0823 2020-08-05 14:24:57,372 - mmaction - INFO - Epoch [184][3600/3757] lr: 1.876e-02, eta: 2 days, 14:56:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7023, loss_cls: 2.3533, loss: 2.3533, grad_norm: 4.2458 2020-08-05 14:25:13,182 - mmaction - INFO - Epoch [184][3620/3757] lr: 1.876e-02, eta: 2 days, 14:56:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.6922, loss_cls: 2.4228, loss: 2.4228, grad_norm: 4.2642 2020-08-05 14:25:28,952 - mmaction - INFO - Epoch [184][3640/3757] lr: 1.876e-02, eta: 2 days, 14:55:49, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4844, top5_acc: 0.6969, loss_cls: 2.3157, loss: 2.3157, grad_norm: 4.1593 2020-08-05 14:25:44,828 - mmaction - INFO - Epoch [184][3660/3757] lr: 1.876e-02, eta: 2 days, 14:55:31, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7234, loss_cls: 2.2858, loss: 2.2858, grad_norm: 4.1745 2020-08-05 14:26:00,891 - mmaction - INFO - Epoch [184][3680/3757] lr: 1.876e-02, eta: 2 days, 14:55:13, time: 0.805, data_time: 0.005, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7094, loss_cls: 2.3097, loss: 2.3097, grad_norm: 4.3107 2020-08-05 14:26:18,610 - mmaction - INFO - Epoch [184][3700/3757] lr: 1.876e-02, eta: 2 days, 14:54:58, time: 0.886, data_time: 0.003, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7242, loss_cls: 2.2675, loss: 2.2675, grad_norm: 4.1876 2020-08-05 14:26:34,834 - mmaction - INFO - Epoch [184][3720/3757] lr: 1.876e-02, eta: 2 days, 14:54:40, time: 0.810, data_time: 0.003, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7172, loss_cls: 2.2344, loss: 2.2344, grad_norm: 4.1005 2020-08-05 14:26:50,862 - mmaction - INFO - Epoch [184][3740/3757] lr: 1.876e-02, eta: 2 days, 14:54:23, time: 0.803, data_time: 0.005, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7203, loss_cls: 2.2780, loss: 2.2780, grad_norm: 4.2580 2020-08-05 14:27:29,446 - mmaction - INFO - Saving checkpoint at 184 epochs 2020-08-05 14:31:06,394 - mmaction - INFO - Epoch [185][20/3757] lr: 1.828e-02, eta: 2 days, 14:57:49, time: 10.798, data_time: 9.982, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7375, loss_cls: 2.1562, loss: 2.1562, grad_norm: 4.0847 2020-08-05 14:31:22,135 - mmaction - INFO - Epoch [185][40/3757] lr: 1.828e-02, eta: 2 days, 14:57:31, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7148, loss_cls: 2.2782, loss: 2.2782, grad_norm: 4.1256 2020-08-05 14:31:37,975 - mmaction - INFO - Epoch [185][60/3757] lr: 1.828e-02, eta: 2 days, 14:57:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7500, loss_cls: 2.1607, loss: 2.1607, grad_norm: 4.1731 2020-08-05 14:31:53,810 - mmaction - INFO - Epoch [185][80/3757] lr: 1.828e-02, eta: 2 days, 14:56:55, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7109, loss_cls: 2.3011, loss: 2.3011, grad_norm: 4.3033 2020-08-05 14:32:09,683 - mmaction - INFO - Epoch [185][100/3757] lr: 1.828e-02, eta: 2 days, 14:56:38, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7227, loss_cls: 2.3183, loss: 2.3183, grad_norm: 4.1958 2020-08-05 14:32:25,523 - mmaction - INFO - Epoch [185][120/3757] lr: 1.828e-02, eta: 2 days, 14:56:20, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.4469, top5_acc: 0.7266, loss_cls: 2.2900, loss: 2.2900, grad_norm: 4.1910 2020-08-05 14:32:41,332 - mmaction - INFO - Epoch [185][140/3757] lr: 1.828e-02, eta: 2 days, 14:56:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7164, loss_cls: 2.3245, loss: 2.3245, grad_norm: 4.2214 2020-08-05 14:32:57,183 - mmaction - INFO - Epoch [185][160/3757] lr: 1.828e-02, eta: 2 days, 14:55:44, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7312, loss_cls: 2.1843, loss: 2.1843, grad_norm: 4.0612 2020-08-05 14:33:12,918 - mmaction - INFO - Epoch [185][180/3757] lr: 1.828e-02, eta: 2 days, 14:55:26, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7320, loss_cls: 2.2606, loss: 2.2606, grad_norm: 4.2918 2020-08-05 14:33:28,712 - mmaction - INFO - Epoch [185][200/3757] lr: 1.828e-02, eta: 2 days, 14:55:08, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7203, loss_cls: 2.2634, loss: 2.2634, grad_norm: 4.0962 2020-08-05 14:33:44,494 - mmaction - INFO - Epoch [185][220/3757] lr: 1.828e-02, eta: 2 days, 14:54:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7492, loss_cls: 2.1223, loss: 2.1223, grad_norm: 4.1420 2020-08-05 14:34:00,242 - mmaction - INFO - Epoch [185][240/3757] lr: 1.828e-02, eta: 2 days, 14:54:32, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7328, loss_cls: 2.2378, loss: 2.2378, grad_norm: 4.2495 2020-08-05 14:34:16,172 - mmaction - INFO - Epoch [185][260/3757] lr: 1.828e-02, eta: 2 days, 14:54:14, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7555, loss_cls: 2.1205, loss: 2.1205, grad_norm: 4.0566 2020-08-05 14:34:31,951 - mmaction - INFO - Epoch [185][280/3757] lr: 1.828e-02, eta: 2 days, 14:53:56, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7203, loss_cls: 2.2843, loss: 2.2843, grad_norm: 4.2343 2020-08-05 14:34:47,787 - mmaction - INFO - Epoch [185][300/3757] lr: 1.828e-02, eta: 2 days, 14:53:38, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.2562, loss: 2.2562, grad_norm: 4.0886 2020-08-05 14:35:03,543 - mmaction - INFO - Epoch [185][320/3757] lr: 1.828e-02, eta: 2 days, 14:53:20, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7109, loss_cls: 2.3418, loss: 2.3418, grad_norm: 4.4223 2020-08-05 14:35:19,339 - mmaction - INFO - Epoch [185][340/3757] lr: 1.828e-02, eta: 2 days, 14:53:02, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7109, loss_cls: 2.3017, loss: 2.3017, grad_norm: 4.0727 2020-08-05 14:35:35,152 - mmaction - INFO - Epoch [185][360/3757] lr: 1.828e-02, eta: 2 days, 14:52:44, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7320, loss_cls: 2.2335, loss: 2.2335, grad_norm: 3.9780 2020-08-05 14:35:50,826 - mmaction - INFO - Epoch [185][380/3757] lr: 1.828e-02, eta: 2 days, 14:52:26, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7297, loss_cls: 2.2505, loss: 2.2505, grad_norm: 4.2170 2020-08-05 14:36:06,602 - mmaction - INFO - Epoch [185][400/3757] lr: 1.828e-02, eta: 2 days, 14:52:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7102, loss_cls: 2.2786, loss: 2.2786, grad_norm: 4.1032 2020-08-05 14:36:22,326 - mmaction - INFO - Epoch [185][420/3757] lr: 1.828e-02, eta: 2 days, 14:51:50, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7242, loss_cls: 2.2736, loss: 2.2736, grad_norm: 4.2284 2020-08-05 14:36:38,213 - mmaction - INFO - Epoch [185][440/3757] lr: 1.828e-02, eta: 2 days, 14:51:32, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7266, loss_cls: 2.2756, loss: 2.2756, grad_norm: 4.0475 2020-08-05 14:36:53,970 - mmaction - INFO - Epoch [185][460/3757] lr: 1.828e-02, eta: 2 days, 14:51:14, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7234, loss_cls: 2.3131, loss: 2.3131, grad_norm: 4.2855 2020-08-05 14:37:09,879 - mmaction - INFO - Epoch [185][480/3757] lr: 1.828e-02, eta: 2 days, 14:50:56, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.2381, loss: 2.2381, grad_norm: 4.1849 2020-08-05 14:37:25,580 - mmaction - INFO - Epoch [185][500/3757] lr: 1.828e-02, eta: 2 days, 14:50:38, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4711, top5_acc: 0.6984, loss_cls: 2.3625, loss: 2.3625, grad_norm: 4.3008 2020-08-05 14:37:41,389 - mmaction - INFO - Epoch [185][520/3757] lr: 1.828e-02, eta: 2 days, 14:50:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7094, loss_cls: 2.3134, loss: 2.3134, grad_norm: 4.1264 2020-08-05 14:37:57,177 - mmaction - INFO - Epoch [185][540/3757] lr: 1.828e-02, eta: 2 days, 14:50:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.2889, loss: 2.2889, grad_norm: 4.1238 2020-08-05 14:38:13,086 - mmaction - INFO - Epoch [185][560/3757] lr: 1.828e-02, eta: 2 days, 14:49:44, time: 0.796, data_time: 0.010, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7359, loss_cls: 2.2019, loss: 2.2019, grad_norm: 4.1289 2020-08-05 14:38:28,929 - mmaction - INFO - Epoch [185][580/3757] lr: 1.828e-02, eta: 2 days, 14:49:26, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7156, loss_cls: 2.2438, loss: 2.2438, grad_norm: 4.3066 2020-08-05 14:38:44,799 - mmaction - INFO - Epoch [185][600/3757] lr: 1.828e-02, eta: 2 days, 14:49:08, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7188, loss_cls: 2.2946, loss: 2.2946, grad_norm: 4.1756 2020-08-05 14:39:00,521 - mmaction - INFO - Epoch [185][620/3757] lr: 1.828e-02, eta: 2 days, 14:48:50, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7320, loss_cls: 2.2419, loss: 2.2419, grad_norm: 4.2043 2020-08-05 14:39:16,302 - mmaction - INFO - Epoch [185][640/3757] lr: 1.828e-02, eta: 2 days, 14:48:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7508, loss_cls: 2.1586, loss: 2.1586, grad_norm: 4.1416 2020-08-05 14:39:32,168 - mmaction - INFO - Epoch [185][660/3757] lr: 1.828e-02, eta: 2 days, 14:48:14, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7117, loss_cls: 2.3214, loss: 2.3214, grad_norm: 4.2545 2020-08-05 14:39:47,965 - mmaction - INFO - Epoch [185][680/3757] lr: 1.828e-02, eta: 2 days, 14:47:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7203, loss_cls: 2.1986, loss: 2.1986, grad_norm: 4.0635 2020-08-05 14:40:03,799 - mmaction - INFO - Epoch [185][700/3757] lr: 1.828e-02, eta: 2 days, 14:47:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7156, loss_cls: 2.2699, loss: 2.2699, grad_norm: 4.2030 2020-08-05 14:40:19,564 - mmaction - INFO - Epoch [185][720/3757] lr: 1.828e-02, eta: 2 days, 14:47:20, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7352, loss_cls: 2.2458, loss: 2.2458, grad_norm: 4.1964 2020-08-05 14:40:35,320 - mmaction - INFO - Epoch [185][740/3757] lr: 1.828e-02, eta: 2 days, 14:47:02, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6977, loss_cls: 2.3752, loss: 2.3752, grad_norm: 4.3040 2020-08-05 14:40:51,119 - mmaction - INFO - Epoch [185][760/3757] lr: 1.828e-02, eta: 2 days, 14:46:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7258, loss_cls: 2.2886, loss: 2.2886, grad_norm: 4.2856 2020-08-05 14:41:06,947 - mmaction - INFO - Epoch [185][780/3757] lr: 1.828e-02, eta: 2 days, 14:46:26, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1742, loss: 2.1742, grad_norm: 4.1692 2020-08-05 14:41:22,732 - mmaction - INFO - Epoch [185][800/3757] lr: 1.828e-02, eta: 2 days, 14:46:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7383, loss_cls: 2.1260, loss: 2.1260, grad_norm: 4.0414 2020-08-05 14:41:38,470 - mmaction - INFO - Epoch [185][820/3757] lr: 1.828e-02, eta: 2 days, 14:45:50, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7188, loss_cls: 2.2917, loss: 2.2917, grad_norm: 4.2113 2020-08-05 14:41:54,257 - mmaction - INFO - Epoch [185][840/3757] lr: 1.828e-02, eta: 2 days, 14:45:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7070, loss_cls: 2.2997, loss: 2.2997, grad_norm: 4.1438 2020-08-05 14:42:09,984 - mmaction - INFO - Epoch [185][860/3757] lr: 1.828e-02, eta: 2 days, 14:45:14, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7297, loss_cls: 2.2296, loss: 2.2296, grad_norm: 4.0856 2020-08-05 14:42:25,834 - mmaction - INFO - Epoch [185][880/3757] lr: 1.828e-02, eta: 2 days, 14:44:56, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7375, loss_cls: 2.2437, loss: 2.2437, grad_norm: 4.1347 2020-08-05 14:42:41,669 - mmaction - INFO - Epoch [185][900/3757] lr: 1.828e-02, eta: 2 days, 14:44:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7305, loss_cls: 2.2583, loss: 2.2583, grad_norm: 4.2348 2020-08-05 14:42:57,486 - mmaction - INFO - Epoch [185][920/3757] lr: 1.828e-02, eta: 2 days, 14:44:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3374, loss: 2.3374, grad_norm: 4.2322 2020-08-05 14:43:13,289 - mmaction - INFO - Epoch [185][940/3757] lr: 1.828e-02, eta: 2 days, 14:44:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.6953, loss_cls: 2.2996, loss: 2.2996, grad_norm: 4.1230 2020-08-05 14:43:28,970 - mmaction - INFO - Epoch [185][960/3757] lr: 1.828e-02, eta: 2 days, 14:43:44, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7117, loss_cls: 2.2863, loss: 2.2863, grad_norm: 4.1587 2020-08-05 14:43:44,656 - mmaction - INFO - Epoch [185][980/3757] lr: 1.828e-02, eta: 2 days, 14:43:26, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6914, loss_cls: 2.3965, loss: 2.3965, grad_norm: 4.1920 2020-08-05 14:44:00,307 - mmaction - INFO - Epoch [185][1000/3757] lr: 1.828e-02, eta: 2 days, 14:43:08, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7367, loss_cls: 2.1986, loss: 2.1986, grad_norm: 4.2783 2020-08-05 14:44:16,096 - mmaction - INFO - Epoch [185][1020/3757] lr: 1.828e-02, eta: 2 days, 14:42:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7141, loss_cls: 2.3405, loss: 2.3405, grad_norm: 4.2836 2020-08-05 14:44:31,942 - mmaction - INFO - Epoch [185][1040/3757] lr: 1.828e-02, eta: 2 days, 14:42:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7148, loss_cls: 2.3549, loss: 2.3549, grad_norm: 4.2098 2020-08-05 14:44:47,700 - mmaction - INFO - Epoch [185][1060/3757] lr: 1.828e-02, eta: 2 days, 14:42:14, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7320, loss_cls: 2.2023, loss: 2.2023, grad_norm: 4.1473 2020-08-05 14:45:03,648 - mmaction - INFO - Epoch [185][1080/3757] lr: 1.828e-02, eta: 2 days, 14:41:56, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7203, loss_cls: 2.2350, loss: 2.2350, grad_norm: 4.1207 2020-08-05 14:45:19,334 - mmaction - INFO - Epoch [185][1100/3757] lr: 1.828e-02, eta: 2 days, 14:41:38, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4328, top5_acc: 0.6844, loss_cls: 2.4664, loss: 2.4664, grad_norm: 4.2210 2020-08-05 14:45:35,098 - mmaction - INFO - Epoch [185][1120/3757] lr: 1.828e-02, eta: 2 days, 14:41:20, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7164, loss_cls: 2.3232, loss: 2.3232, grad_norm: 4.0953 2020-08-05 14:45:50,892 - mmaction - INFO - Epoch [185][1140/3757] lr: 1.828e-02, eta: 2 days, 14:41:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4484, top5_acc: 0.6977, loss_cls: 2.3808, loss: 2.3808, grad_norm: 4.0684 2020-08-05 14:46:06,663 - mmaction - INFO - Epoch [185][1160/3757] lr: 1.828e-02, eta: 2 days, 14:40:44, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7258, loss_cls: 2.2317, loss: 2.2317, grad_norm: 4.1864 2020-08-05 14:46:22,488 - mmaction - INFO - Epoch [185][1180/3757] lr: 1.828e-02, eta: 2 days, 14:40:26, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7195, loss_cls: 2.2795, loss: 2.2795, grad_norm: 4.1883 2020-08-05 14:46:38,267 - mmaction - INFO - Epoch [185][1200/3757] lr: 1.828e-02, eta: 2 days, 14:40:08, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7055, loss_cls: 2.3720, loss: 2.3720, grad_norm: 4.1702 2020-08-05 14:46:54,432 - mmaction - INFO - Epoch [185][1220/3757] lr: 1.828e-02, eta: 2 days, 14:39:51, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7320, loss_cls: 2.2637, loss: 2.2637, grad_norm: 4.2387 2020-08-05 14:47:10,223 - mmaction - INFO - Epoch [185][1240/3757] lr: 1.828e-02, eta: 2 days, 14:39:33, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7125, loss_cls: 2.2914, loss: 2.2914, grad_norm: 4.2132 2020-08-05 14:47:25,935 - mmaction - INFO - Epoch [185][1260/3757] lr: 1.828e-02, eta: 2 days, 14:39:14, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7250, loss_cls: 2.2619, loss: 2.2619, grad_norm: 4.2220 2020-08-05 14:47:41,753 - mmaction - INFO - Epoch [185][1280/3757] lr: 1.828e-02, eta: 2 days, 14:38:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7094, loss_cls: 2.2242, loss: 2.2242, grad_norm: 4.1624 2020-08-05 14:47:57,510 - mmaction - INFO - Epoch [185][1300/3757] lr: 1.828e-02, eta: 2 days, 14:38:38, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7055, loss_cls: 2.3111, loss: 2.3111, grad_norm: 4.2186 2020-08-05 14:48:13,301 - mmaction - INFO - Epoch [185][1320/3757] lr: 1.828e-02, eta: 2 days, 14:38:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7211, loss_cls: 2.2519, loss: 2.2519, grad_norm: 4.2016 2020-08-05 14:48:29,108 - mmaction - INFO - Epoch [185][1340/3757] lr: 1.828e-02, eta: 2 days, 14:38:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.2089, loss: 2.2089, grad_norm: 4.0729 2020-08-05 14:48:44,848 - mmaction - INFO - Epoch [185][1360/3757] lr: 1.828e-02, eta: 2 days, 14:37:45, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7211, loss_cls: 2.2777, loss: 2.2777, grad_norm: 4.2270 2020-08-05 14:49:00,598 - mmaction - INFO - Epoch [185][1380/3757] lr: 1.828e-02, eta: 2 days, 14:37:26, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7172, loss_cls: 2.3145, loss: 2.3145, grad_norm: 4.2517 2020-08-05 14:49:16,370 - mmaction - INFO - Epoch [185][1400/3757] lr: 1.828e-02, eta: 2 days, 14:37:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7406, loss_cls: 2.1974, loss: 2.1974, grad_norm: 4.1778 2020-08-05 14:49:32,150 - mmaction - INFO - Epoch [185][1420/3757] lr: 1.828e-02, eta: 2 days, 14:36:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7289, loss_cls: 2.2728, loss: 2.2728, grad_norm: 4.2350 2020-08-05 14:49:47,944 - mmaction - INFO - Epoch [185][1440/3757] lr: 1.828e-02, eta: 2 days, 14:36:33, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.2636, loss: 2.2636, grad_norm: 4.2179 2020-08-05 14:50:03,783 - mmaction - INFO - Epoch [185][1460/3757] lr: 1.828e-02, eta: 2 days, 14:36:15, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7109, loss_cls: 2.3624, loss: 2.3624, grad_norm: 4.2822 2020-08-05 14:50:19,573 - mmaction - INFO - Epoch [185][1480/3757] lr: 1.828e-02, eta: 2 days, 14:35:57, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7156, loss_cls: 2.2763, loss: 2.2763, grad_norm: 4.1297 2020-08-05 14:50:35,280 - mmaction - INFO - Epoch [185][1500/3757] lr: 1.828e-02, eta: 2 days, 14:35:38, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7070, loss_cls: 2.3031, loss: 2.3031, grad_norm: 4.1930 2020-08-05 14:50:51,048 - mmaction - INFO - Epoch [185][1520/3757] lr: 1.828e-02, eta: 2 days, 14:35:21, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7195, loss_cls: 2.2739, loss: 2.2739, grad_norm: 4.2670 2020-08-05 14:51:06,869 - mmaction - INFO - Epoch [185][1540/3757] lr: 1.828e-02, eta: 2 days, 14:35:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7086, loss_cls: 2.2730, loss: 2.2730, grad_norm: 4.1315 2020-08-05 14:51:22,534 - mmaction - INFO - Epoch [185][1560/3757] lr: 1.828e-02, eta: 2 days, 14:34:44, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7188, loss_cls: 2.2368, loss: 2.2368, grad_norm: 4.1652 2020-08-05 14:51:38,383 - mmaction - INFO - Epoch [185][1580/3757] lr: 1.828e-02, eta: 2 days, 14:34:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2555, loss: 2.2555, grad_norm: 4.1141 2020-08-05 14:51:54,079 - mmaction - INFO - Epoch [185][1600/3757] lr: 1.828e-02, eta: 2 days, 14:34:08, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7102, loss_cls: 2.3406, loss: 2.3406, grad_norm: 4.2272 2020-08-05 14:52:09,899 - mmaction - INFO - Epoch [185][1620/3757] lr: 1.828e-02, eta: 2 days, 14:33:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7172, loss_cls: 2.3072, loss: 2.3072, grad_norm: 4.2488 2020-08-05 14:52:25,675 - mmaction - INFO - Epoch [185][1640/3757] lr: 1.828e-02, eta: 2 days, 14:33:33, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7172, loss_cls: 2.2908, loss: 2.2908, grad_norm: 4.2375 2020-08-05 14:52:41,404 - mmaction - INFO - Epoch [185][1660/3757] lr: 1.828e-02, eta: 2 days, 14:33:14, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7227, loss_cls: 2.2635, loss: 2.2635, grad_norm: 4.1017 2020-08-05 14:52:57,197 - mmaction - INFO - Epoch [185][1680/3757] lr: 1.828e-02, eta: 2 days, 14:32:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6984, loss_cls: 2.3607, loss: 2.3607, grad_norm: 4.2959 2020-08-05 14:53:13,057 - mmaction - INFO - Epoch [185][1700/3757] lr: 1.828e-02, eta: 2 days, 14:32:39, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7016, loss_cls: 2.3861, loss: 2.3861, grad_norm: 4.1589 2020-08-05 14:53:28,849 - mmaction - INFO - Epoch [185][1720/3757] lr: 1.828e-02, eta: 2 days, 14:32:21, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7422, loss_cls: 2.1542, loss: 2.1542, grad_norm: 4.0875 2020-08-05 14:53:44,499 - mmaction - INFO - Epoch [185][1740/3757] lr: 1.828e-02, eta: 2 days, 14:32:03, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7320, loss_cls: 2.1860, loss: 2.1860, grad_norm: 4.1505 2020-08-05 14:54:00,292 - mmaction - INFO - Epoch [185][1760/3757] lr: 1.828e-02, eta: 2 days, 14:31:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7102, loss_cls: 2.3163, loss: 2.3163, grad_norm: 4.3230 2020-08-05 14:54:16,080 - mmaction - INFO - Epoch [185][1780/3757] lr: 1.828e-02, eta: 2 days, 14:31:27, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7547, loss_cls: 2.1795, loss: 2.1795, grad_norm: 4.1134 2020-08-05 14:54:31,861 - mmaction - INFO - Epoch [185][1800/3757] lr: 1.828e-02, eta: 2 days, 14:31:09, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7273, loss_cls: 2.2074, loss: 2.2074, grad_norm: 4.1546 2020-08-05 14:54:47,673 - mmaction - INFO - Epoch [185][1820/3757] lr: 1.828e-02, eta: 2 days, 14:30:51, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.6953, loss_cls: 2.3657, loss: 2.3657, grad_norm: 4.1885 2020-08-05 14:55:03,523 - mmaction - INFO - Epoch [185][1840/3757] lr: 1.828e-02, eta: 2 days, 14:30:33, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7133, loss_cls: 2.3672, loss: 2.3672, grad_norm: 4.2845 2020-08-05 14:55:19,283 - mmaction - INFO - Epoch [185][1860/3757] lr: 1.828e-02, eta: 2 days, 14:30:15, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7242, loss_cls: 2.2592, loss: 2.2592, grad_norm: 4.3259 2020-08-05 14:55:35,184 - mmaction - INFO - Epoch [185][1880/3757] lr: 1.828e-02, eta: 2 days, 14:29:57, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7203, loss_cls: 2.2885, loss: 2.2885, grad_norm: 4.0890 2020-08-05 14:55:50,843 - mmaction - INFO - Epoch [185][1900/3757] lr: 1.828e-02, eta: 2 days, 14:29:39, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7273, loss_cls: 2.3043, loss: 2.3043, grad_norm: 4.2647 2020-08-05 14:56:06,615 - mmaction - INFO - Epoch [185][1920/3757] lr: 1.828e-02, eta: 2 days, 14:29:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7203, loss_cls: 2.3241, loss: 2.3241, grad_norm: 4.2594 2020-08-05 14:56:22,294 - mmaction - INFO - Epoch [185][1940/3757] lr: 1.828e-02, eta: 2 days, 14:29:03, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7063, loss_cls: 2.3154, loss: 2.3154, grad_norm: 4.2058 2020-08-05 14:56:38,061 - mmaction - INFO - Epoch [185][1960/3757] lr: 1.828e-02, eta: 2 days, 14:28:45, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7234, loss_cls: 2.3170, loss: 2.3170, grad_norm: 4.2038 2020-08-05 14:56:53,820 - mmaction - INFO - Epoch [185][1980/3757] lr: 1.828e-02, eta: 2 days, 14:28:27, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7227, loss_cls: 2.2781, loss: 2.2781, grad_norm: 4.1971 2020-08-05 14:57:09,703 - mmaction - INFO - Epoch [185][2000/3757] lr: 1.828e-02, eta: 2 days, 14:28:09, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6961, loss_cls: 2.3956, loss: 2.3956, grad_norm: 4.4118 2020-08-05 14:57:25,390 - mmaction - INFO - Epoch [185][2020/3757] lr: 1.828e-02, eta: 2 days, 14:27:51, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7070, loss_cls: 2.3600, loss: 2.3600, grad_norm: 4.1211 2020-08-05 14:57:41,312 - mmaction - INFO - Epoch [185][2040/3757] lr: 1.828e-02, eta: 2 days, 14:27:33, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7063, loss_cls: 2.2994, loss: 2.2994, grad_norm: 4.0294 2020-08-05 14:57:56,991 - mmaction - INFO - Epoch [185][2060/3757] lr: 1.828e-02, eta: 2 days, 14:27:15, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7312, loss_cls: 2.2656, loss: 2.2656, grad_norm: 4.0974 2020-08-05 14:58:12,913 - mmaction - INFO - Epoch [185][2080/3757] lr: 1.828e-02, eta: 2 days, 14:26:57, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7086, loss_cls: 2.2776, loss: 2.2776, grad_norm: 4.1450 2020-08-05 14:58:28,581 - mmaction - INFO - Epoch [185][2100/3757] lr: 1.828e-02, eta: 2 days, 14:26:39, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7188, loss_cls: 2.2664, loss: 2.2664, grad_norm: 4.1352 2020-08-05 14:58:44,363 - mmaction - INFO - Epoch [185][2120/3757] lr: 1.828e-02, eta: 2 days, 14:26:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7164, loss_cls: 2.2925, loss: 2.2925, grad_norm: 4.1259 2020-08-05 14:59:00,039 - mmaction - INFO - Epoch [185][2140/3757] lr: 1.828e-02, eta: 2 days, 14:26:03, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7094, loss_cls: 2.2988, loss: 2.2988, grad_norm: 4.3230 2020-08-05 14:59:15,776 - mmaction - INFO - Epoch [185][2160/3757] lr: 1.828e-02, eta: 2 days, 14:25:45, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7203, loss_cls: 2.2610, loss: 2.2610, grad_norm: 4.2633 2020-08-05 14:59:31,475 - mmaction - INFO - Epoch [185][2180/3757] lr: 1.828e-02, eta: 2 days, 14:25:27, time: 0.784, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7406, loss_cls: 2.2464, loss: 2.2464, grad_norm: 4.3496 2020-08-05 14:59:47,247 - mmaction - INFO - Epoch [185][2200/3757] lr: 1.828e-02, eta: 2 days, 14:25:09, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7086, loss_cls: 2.2874, loss: 2.2874, grad_norm: 4.2065 2020-08-05 15:00:06,012 - mmaction - INFO - Epoch [185][2220/3757] lr: 1.828e-02, eta: 2 days, 14:24:53, time: 0.872, data_time: 0.001, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7109, loss_cls: 2.3229, loss: 2.3229, grad_norm: 4.2252 2020-08-05 15:00:23,869 - mmaction - INFO - Epoch [185][2240/3757] lr: 1.828e-02, eta: 2 days, 14:24:39, time: 0.959, data_time: 0.078, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7242, loss_cls: 2.2738, loss: 2.2738, grad_norm: 4.1651 2020-08-05 15:00:39,742 - mmaction - INFO - Epoch [185][2260/3757] lr: 1.828e-02, eta: 2 days, 14:24:21, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7219, loss_cls: 2.2786, loss: 2.2786, grad_norm: 4.1507 2020-08-05 15:00:55,469 - mmaction - INFO - Epoch [185][2280/3757] lr: 1.828e-02, eta: 2 days, 14:24:03, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.3141, loss: 2.3141, grad_norm: 4.3140 2020-08-05 15:01:11,280 - mmaction - INFO - Epoch [185][2300/3757] lr: 1.828e-02, eta: 2 days, 14:23:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7180, loss_cls: 2.2547, loss: 2.2547, grad_norm: 4.1579 2020-08-05 15:01:27,086 - mmaction - INFO - Epoch [185][2320/3757] lr: 1.828e-02, eta: 2 days, 14:23:27, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7367, loss_cls: 2.2254, loss: 2.2254, grad_norm: 4.2094 2020-08-05 15:01:42,843 - mmaction - INFO - Epoch [185][2340/3757] lr: 1.828e-02, eta: 2 days, 14:23:09, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7336, loss_cls: 2.2491, loss: 2.2491, grad_norm: 4.1773 2020-08-05 15:01:58,648 - mmaction - INFO - Epoch [185][2360/3757] lr: 1.828e-02, eta: 2 days, 14:22:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7281, loss_cls: 2.2404, loss: 2.2404, grad_norm: 4.1313 2020-08-05 15:02:14,438 - mmaction - INFO - Epoch [185][2380/3757] lr: 1.828e-02, eta: 2 days, 14:22:33, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7164, loss_cls: 2.3030, loss: 2.3030, grad_norm: 4.1897 2020-08-05 15:02:30,216 - mmaction - INFO - Epoch [185][2400/3757] lr: 1.828e-02, eta: 2 days, 14:22:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7070, loss_cls: 2.3747, loss: 2.3747, grad_norm: 4.2935 2020-08-05 15:02:46,034 - mmaction - INFO - Epoch [185][2420/3757] lr: 1.828e-02, eta: 2 days, 14:21:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7133, loss_cls: 2.2845, loss: 2.2845, grad_norm: 4.2845 2020-08-05 15:03:01,767 - mmaction - INFO - Epoch [185][2440/3757] lr: 1.828e-02, eta: 2 days, 14:21:40, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.3470, loss: 2.3470, grad_norm: 4.3237 2020-08-05 15:03:17,608 - mmaction - INFO - Epoch [185][2460/3757] lr: 1.828e-02, eta: 2 days, 14:21:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7188, loss_cls: 2.3202, loss: 2.3202, grad_norm: 4.3348 2020-08-05 15:03:33,559 - mmaction - INFO - Epoch [185][2480/3757] lr: 1.828e-02, eta: 2 days, 14:21:04, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7328, loss_cls: 2.2708, loss: 2.2708, grad_norm: 4.3051 2020-08-05 15:03:49,289 - mmaction - INFO - Epoch [185][2500/3757] lr: 1.828e-02, eta: 2 days, 14:20:46, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7164, loss_cls: 2.3393, loss: 2.3393, grad_norm: 4.2334 2020-08-05 15:04:05,062 - mmaction - INFO - Epoch [185][2520/3757] lr: 1.828e-02, eta: 2 days, 14:20:28, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7203, loss_cls: 2.2850, loss: 2.2850, grad_norm: 4.0959 2020-08-05 15:04:20,849 - mmaction - INFO - Epoch [185][2540/3757] lr: 1.828e-02, eta: 2 days, 14:20:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7156, loss_cls: 2.3030, loss: 2.3030, grad_norm: 4.1670 2020-08-05 15:04:36,675 - mmaction - INFO - Epoch [185][2560/3757] lr: 1.828e-02, eta: 2 days, 14:19:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7141, loss_cls: 2.2985, loss: 2.2985, grad_norm: 4.2027 2020-08-05 15:04:52,470 - mmaction - INFO - Epoch [185][2580/3757] lr: 1.828e-02, eta: 2 days, 14:19:34, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.3252, loss: 2.3252, grad_norm: 4.1325 2020-08-05 15:05:08,313 - mmaction - INFO - Epoch [185][2600/3757] lr: 1.828e-02, eta: 2 days, 14:19:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7133, loss_cls: 2.3349, loss: 2.3349, grad_norm: 4.2073 2020-08-05 15:05:24,162 - mmaction - INFO - Epoch [185][2620/3757] lr: 1.828e-02, eta: 2 days, 14:18:58, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7336, loss_cls: 2.2679, loss: 2.2679, grad_norm: 4.1126 2020-08-05 15:05:39,941 - mmaction - INFO - Epoch [185][2640/3757] lr: 1.828e-02, eta: 2 days, 14:18:40, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7203, loss_cls: 2.2613, loss: 2.2613, grad_norm: 4.2406 2020-08-05 15:05:55,700 - mmaction - INFO - Epoch [185][2660/3757] lr: 1.828e-02, eta: 2 days, 14:18:22, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7023, loss_cls: 2.2930, loss: 2.2930, grad_norm: 4.1479 2020-08-05 15:06:11,455 - mmaction - INFO - Epoch [185][2680/3757] lr: 1.828e-02, eta: 2 days, 14:18:04, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7109, loss_cls: 2.3149, loss: 2.3149, grad_norm: 4.2223 2020-08-05 15:06:27,308 - mmaction - INFO - Epoch [185][2700/3757] lr: 1.828e-02, eta: 2 days, 14:17:46, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7156, loss_cls: 2.3552, loss: 2.3552, grad_norm: 4.2637 2020-08-05 15:06:43,093 - mmaction - INFO - Epoch [185][2720/3757] lr: 1.828e-02, eta: 2 days, 14:17:28, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7063, loss_cls: 2.3102, loss: 2.3102, grad_norm: 4.1464 2020-08-05 15:06:58,738 - mmaction - INFO - Epoch [185][2740/3757] lr: 1.828e-02, eta: 2 days, 14:17:10, time: 0.783, data_time: 0.002, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7180, loss_cls: 2.2975, loss: 2.2975, grad_norm: 4.1838 2020-08-05 15:07:14,494 - mmaction - INFO - Epoch [185][2760/3757] lr: 1.828e-02, eta: 2 days, 14:16:52, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7047, loss_cls: 2.3608, loss: 2.3608, grad_norm: 4.2142 2020-08-05 15:07:30,263 - mmaction - INFO - Epoch [185][2780/3757] lr: 1.828e-02, eta: 2 days, 14:16:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7227, loss_cls: 2.2836, loss: 2.2836, grad_norm: 4.1975 2020-08-05 15:07:46,866 - mmaction - INFO - Epoch [185][2800/3757] lr: 1.828e-02, eta: 2 days, 14:16:17, time: 0.830, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7047, loss_cls: 2.2828, loss: 2.2828, grad_norm: 4.2139 2020-08-05 15:08:02,967 - mmaction - INFO - Epoch [185][2820/3757] lr: 1.828e-02, eta: 2 days, 14:16:00, time: 0.805, data_time: 0.012, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.2292, loss: 2.2292, grad_norm: 4.0406 2020-08-05 15:08:18,918 - mmaction - INFO - Epoch [185][2840/3757] lr: 1.828e-02, eta: 2 days, 14:15:42, time: 0.798, data_time: 0.014, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7398, loss_cls: 2.1980, loss: 2.1980, grad_norm: 4.0556 2020-08-05 15:08:34,746 - mmaction - INFO - Epoch [185][2860/3757] lr: 1.828e-02, eta: 2 days, 14:15:24, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7266, loss_cls: 2.1970, loss: 2.1970, grad_norm: 4.1595 2020-08-05 15:08:50,530 - mmaction - INFO - Epoch [185][2880/3757] lr: 1.828e-02, eta: 2 days, 14:15:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7031, loss_cls: 2.3633, loss: 2.3633, grad_norm: 4.2444 2020-08-05 15:09:07,266 - mmaction - INFO - Epoch [185][2900/3757] lr: 1.828e-02, eta: 2 days, 14:14:50, time: 0.837, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.6992, loss_cls: 2.3157, loss: 2.3157, grad_norm: 4.1689 2020-08-05 15:10:58,466 - mmaction - INFO - Epoch [185][2920/3757] lr: 1.828e-02, eta: 2 days, 14:16:31, time: 5.560, data_time: 4.763, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7039, loss_cls: 2.2974, loss: 2.2974, grad_norm: 4.0979 2020-08-05 15:11:14,397 - mmaction - INFO - Epoch [185][2940/3757] lr: 1.828e-02, eta: 2 days, 14:16:13, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7102, loss_cls: 2.3483, loss: 2.3483, grad_norm: 4.1559 2020-08-05 15:11:30,531 - mmaction - INFO - Epoch [185][2960/3757] lr: 1.828e-02, eta: 2 days, 14:15:56, time: 0.807, data_time: 0.001, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7000, loss_cls: 2.3645, loss: 2.3645, grad_norm: 4.2433 2020-08-05 15:11:46,415 - mmaction - INFO - Epoch [185][2980/3757] lr: 1.828e-02, eta: 2 days, 14:15:38, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7180, loss_cls: 2.2808, loss: 2.2808, grad_norm: 4.1021 2020-08-05 15:12:02,321 - mmaction - INFO - Epoch [185][3000/3757] lr: 1.828e-02, eta: 2 days, 14:15:20, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7141, loss_cls: 2.2700, loss: 2.2700, grad_norm: 4.1375 2020-08-05 15:12:18,102 - mmaction - INFO - Epoch [185][3020/3757] lr: 1.828e-02, eta: 2 days, 14:15:02, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7406, loss_cls: 2.2192, loss: 2.2192, grad_norm: 4.2115 2020-08-05 15:12:33,993 - mmaction - INFO - Epoch [185][3040/3757] lr: 1.828e-02, eta: 2 days, 14:14:44, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7164, loss_cls: 2.3164, loss: 2.3164, grad_norm: 4.2020 2020-08-05 15:12:49,744 - mmaction - INFO - Epoch [185][3060/3757] lr: 1.828e-02, eta: 2 days, 14:14:26, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7234, loss_cls: 2.2983, loss: 2.2983, grad_norm: 4.1547 2020-08-05 15:13:05,477 - mmaction - INFO - Epoch [185][3080/3757] lr: 1.828e-02, eta: 2 days, 14:14:08, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7336, loss_cls: 2.2472, loss: 2.2472, grad_norm: 4.1873 2020-08-05 15:13:22,782 - mmaction - INFO - Epoch [185][3100/3757] lr: 1.828e-02, eta: 2 days, 14:13:52, time: 0.864, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7188, loss_cls: 2.2703, loss: 2.2703, grad_norm: 4.2335 2020-08-05 15:13:38,540 - mmaction - INFO - Epoch [185][3120/3757] lr: 1.828e-02, eta: 2 days, 14:13:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6945, loss_cls: 2.3380, loss: 2.3380, grad_norm: 4.2878 2020-08-05 15:13:54,449 - mmaction - INFO - Epoch [185][3140/3757] lr: 1.828e-02, eta: 2 days, 14:13:16, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7188, loss_cls: 2.3207, loss: 2.3207, grad_norm: 4.2308 2020-08-05 15:14:10,139 - mmaction - INFO - Epoch [185][3160/3757] lr: 1.828e-02, eta: 2 days, 14:12:58, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7008, loss_cls: 2.3688, loss: 2.3688, grad_norm: 4.2741 2020-08-05 15:14:25,880 - mmaction - INFO - Epoch [185][3180/3757] lr: 1.828e-02, eta: 2 days, 14:12:40, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7156, loss_cls: 2.2882, loss: 2.2882, grad_norm: 4.0660 2020-08-05 15:14:41,762 - mmaction - INFO - Epoch [185][3200/3757] lr: 1.828e-02, eta: 2 days, 14:12:23, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7148, loss_cls: 2.3618, loss: 2.3618, grad_norm: 4.1936 2020-08-05 15:14:58,425 - mmaction - INFO - Epoch [185][3220/3757] lr: 1.828e-02, eta: 2 days, 14:12:06, time: 0.833, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7148, loss_cls: 2.2421, loss: 2.2421, grad_norm: 4.1549 2020-08-05 15:15:14,237 - mmaction - INFO - Epoch [185][3240/3757] lr: 1.828e-02, eta: 2 days, 14:11:48, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7250, loss_cls: 2.2942, loss: 2.2942, grad_norm: 4.1267 2020-08-05 15:15:30,022 - mmaction - INFO - Epoch [185][3260/3757] lr: 1.828e-02, eta: 2 days, 14:11:30, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.2198, loss: 2.2198, grad_norm: 4.2017 2020-08-05 15:15:45,818 - mmaction - INFO - Epoch [185][3280/3757] lr: 1.828e-02, eta: 2 days, 14:11:12, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7156, loss_cls: 2.2552, loss: 2.2552, grad_norm: 4.0230 2020-08-05 15:16:01,582 - mmaction - INFO - Epoch [185][3300/3757] lr: 1.828e-02, eta: 2 days, 14:10:54, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7172, loss_cls: 2.2033, loss: 2.2033, grad_norm: 4.1480 2020-08-05 15:16:17,391 - mmaction - INFO - Epoch [185][3320/3757] lr: 1.828e-02, eta: 2 days, 14:10:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7109, loss_cls: 2.3136, loss: 2.3136, grad_norm: 4.1939 2020-08-05 15:16:33,188 - mmaction - INFO - Epoch [185][3340/3757] lr: 1.828e-02, eta: 2 days, 14:10:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7094, loss_cls: 2.2703, loss: 2.2703, grad_norm: 4.0170 2020-08-05 15:16:49,043 - mmaction - INFO - Epoch [185][3360/3757] lr: 1.828e-02, eta: 2 days, 14:10:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7344, loss_cls: 2.2396, loss: 2.2396, grad_norm: 4.1499 2020-08-05 15:17:04,808 - mmaction - INFO - Epoch [185][3380/3757] lr: 1.828e-02, eta: 2 days, 14:09:42, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7312, loss_cls: 2.2824, loss: 2.2824, grad_norm: 4.2195 2020-08-05 15:17:20,664 - mmaction - INFO - Epoch [185][3400/3757] lr: 1.828e-02, eta: 2 days, 14:09:24, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7078, loss_cls: 2.3312, loss: 2.3312, grad_norm: 4.3142 2020-08-05 15:17:36,526 - mmaction - INFO - Epoch [185][3420/3757] lr: 1.828e-02, eta: 2 days, 14:09:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7305, loss_cls: 2.2163, loss: 2.2163, grad_norm: 4.1337 2020-08-05 15:17:52,346 - mmaction - INFO - Epoch [185][3440/3757] lr: 1.828e-02, eta: 2 days, 14:08:48, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7180, loss_cls: 2.3301, loss: 2.3301, grad_norm: 4.2426 2020-08-05 15:18:08,142 - mmaction - INFO - Epoch [185][3460/3757] lr: 1.828e-02, eta: 2 days, 14:08:30, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7203, loss_cls: 2.2810, loss: 2.2810, grad_norm: 4.1714 2020-08-05 15:18:24,005 - mmaction - INFO - Epoch [185][3480/3757] lr: 1.828e-02, eta: 2 days, 14:08:13, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7234, loss_cls: 2.2463, loss: 2.2463, grad_norm: 4.1214 2020-08-05 15:18:39,865 - mmaction - INFO - Epoch [185][3500/3757] lr: 1.828e-02, eta: 2 days, 14:07:55, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7148, loss_cls: 2.2843, loss: 2.2843, grad_norm: 4.1118 2020-08-05 15:18:55,702 - mmaction - INFO - Epoch [185][3520/3757] lr: 1.828e-02, eta: 2 days, 14:07:37, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2013, loss: 2.2013, grad_norm: 4.0636 2020-08-05 15:19:11,522 - mmaction - INFO - Epoch [185][3540/3757] lr: 1.828e-02, eta: 2 days, 14:07:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7031, loss_cls: 2.3911, loss: 2.3911, grad_norm: 4.2636 2020-08-05 15:19:27,321 - mmaction - INFO - Epoch [185][3560/3757] lr: 1.828e-02, eta: 2 days, 14:07:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7320, loss_cls: 2.2435, loss: 2.2435, grad_norm: 4.2059 2020-08-05 15:19:43,113 - mmaction - INFO - Epoch [185][3580/3757] lr: 1.828e-02, eta: 2 days, 14:06:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7016, loss_cls: 2.4082, loss: 2.4082, grad_norm: 4.2129 2020-08-05 15:19:58,902 - mmaction - INFO - Epoch [185][3600/3757] lr: 1.828e-02, eta: 2 days, 14:06:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.7195, loss_cls: 2.3538, loss: 2.3538, grad_norm: 4.2281 2020-08-05 15:20:14,801 - mmaction - INFO - Epoch [185][3620/3757] lr: 1.828e-02, eta: 2 days, 14:06:07, time: 0.793, data_time: 0.011, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7180, loss_cls: 2.2319, loss: 2.2319, grad_norm: 4.0744 2020-08-05 15:20:30,576 - mmaction - INFO - Epoch [185][3640/3757] lr: 1.828e-02, eta: 2 days, 14:05:49, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7164, loss_cls: 2.3129, loss: 2.3129, grad_norm: 4.2818 2020-08-05 15:20:46,389 - mmaction - INFO - Epoch [185][3660/3757] lr: 1.828e-02, eta: 2 days, 14:05:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7242, loss_cls: 2.2642, loss: 2.2642, grad_norm: 4.1404 2020-08-05 15:21:02,096 - mmaction - INFO - Epoch [185][3680/3757] lr: 1.828e-02, eta: 2 days, 14:05:13, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7031, loss_cls: 2.4160, loss: 2.4160, grad_norm: 4.2301 2020-08-05 15:21:17,918 - mmaction - INFO - Epoch [185][3700/3757] lr: 1.828e-02, eta: 2 days, 14:04:55, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.2920, loss: 2.2920, grad_norm: 4.2356 2020-08-05 15:21:33,723 - mmaction - INFO - Epoch [185][3720/3757] lr: 1.828e-02, eta: 2 days, 14:04:37, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7297, loss_cls: 2.3102, loss: 2.3102, grad_norm: 4.3650 2020-08-05 15:21:49,483 - mmaction - INFO - Epoch [185][3740/3757] lr: 1.828e-02, eta: 2 days, 14:04:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7063, loss_cls: 2.3170, loss: 2.3170, grad_norm: 4.2055 2020-08-05 15:26:52,389 - mmaction - INFO - Epoch [186][20/3757] lr: 1.781e-02, eta: 2 days, 14:08:26, time: 12.685, data_time: 11.646, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.1649, loss: 2.1649, grad_norm: 4.0510 2020-08-05 15:27:08,117 - mmaction - INFO - Epoch [186][40/3757] lr: 1.781e-02, eta: 2 days, 14:08:08, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7203, loss_cls: 2.2611, loss: 2.2611, grad_norm: 4.2235 2020-08-05 15:27:23,823 - mmaction - INFO - Epoch [186][60/3757] lr: 1.781e-02, eta: 2 days, 14:07:50, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7336, loss_cls: 2.2643, loss: 2.2643, grad_norm: 4.1313 2020-08-05 15:27:39,626 - mmaction - INFO - Epoch [186][80/3757] lr: 1.781e-02, eta: 2 days, 14:07:32, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7055, loss_cls: 2.2885, loss: 2.2885, grad_norm: 4.2662 2020-08-05 15:27:55,421 - mmaction - INFO - Epoch [186][100/3757] lr: 1.781e-02, eta: 2 days, 14:07:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7023, loss_cls: 2.3888, loss: 2.3888, grad_norm: 4.2587 2020-08-05 15:28:11,205 - mmaction - INFO - Epoch [186][120/3757] lr: 1.781e-02, eta: 2 days, 14:06:56, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7234, loss_cls: 2.2592, loss: 2.2592, grad_norm: 4.1417 2020-08-05 15:28:27,025 - mmaction - INFO - Epoch [186][140/3757] lr: 1.781e-02, eta: 2 days, 14:06:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7336, loss_cls: 2.2181, loss: 2.2181, grad_norm: 4.1026 2020-08-05 15:28:42,835 - mmaction - INFO - Epoch [186][160/3757] lr: 1.781e-02, eta: 2 days, 14:06:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7109, loss_cls: 2.3315, loss: 2.3315, grad_norm: 4.2201 2020-08-05 15:28:58,648 - mmaction - INFO - Epoch [186][180/3757] lr: 1.781e-02, eta: 2 days, 14:06:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7297, loss_cls: 2.2314, loss: 2.2314, grad_norm: 4.0528 2020-08-05 15:29:14,407 - mmaction - INFO - Epoch [186][200/3757] lr: 1.781e-02, eta: 2 days, 14:05:44, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7586, loss_cls: 2.1846, loss: 2.1846, grad_norm: 4.1240 2020-08-05 15:29:30,282 - mmaction - INFO - Epoch [186][220/3757] lr: 1.781e-02, eta: 2 days, 14:05:26, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7258, loss_cls: 2.2705, loss: 2.2705, grad_norm: 4.2002 2020-08-05 15:29:46,117 - mmaction - INFO - Epoch [186][240/3757] lr: 1.781e-02, eta: 2 days, 14:05:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7328, loss_cls: 2.2511, loss: 2.2511, grad_norm: 4.1363 2020-08-05 15:30:02,018 - mmaction - INFO - Epoch [186][260/3757] lr: 1.781e-02, eta: 2 days, 14:04:50, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7148, loss_cls: 2.3244, loss: 2.3244, grad_norm: 4.1840 2020-08-05 15:30:17,744 - mmaction - INFO - Epoch [186][280/3757] lr: 1.781e-02, eta: 2 days, 14:04:32, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7258, loss_cls: 2.2931, loss: 2.2931, grad_norm: 4.2867 2020-08-05 15:30:33,503 - mmaction - INFO - Epoch [186][300/3757] lr: 1.781e-02, eta: 2 days, 14:04:14, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7414, loss_cls: 2.1782, loss: 2.1782, grad_norm: 4.1381 2020-08-05 15:30:49,373 - mmaction - INFO - Epoch [186][320/3757] lr: 1.781e-02, eta: 2 days, 14:03:56, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7312, loss_cls: 2.1602, loss: 2.1602, grad_norm: 4.1283 2020-08-05 15:31:05,090 - mmaction - INFO - Epoch [186][340/3757] lr: 1.781e-02, eta: 2 days, 14:03:38, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7297, loss_cls: 2.2763, loss: 2.2763, grad_norm: 4.2905 2020-08-05 15:31:21,016 - mmaction - INFO - Epoch [186][360/3757] lr: 1.781e-02, eta: 2 days, 14:03:20, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.6922, loss_cls: 2.3455, loss: 2.3455, grad_norm: 4.2220 2020-08-05 15:31:36,898 - mmaction - INFO - Epoch [186][380/3757] lr: 1.781e-02, eta: 2 days, 14:03:02, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7008, loss_cls: 2.3421, loss: 2.3421, grad_norm: 4.2170 2020-08-05 15:31:52,743 - mmaction - INFO - Epoch [186][400/3757] lr: 1.781e-02, eta: 2 days, 14:02:44, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.2974, loss: 2.2974, grad_norm: 4.2386 2020-08-05 15:32:08,666 - mmaction - INFO - Epoch [186][420/3757] lr: 1.781e-02, eta: 2 days, 14:02:26, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.4578, top5_acc: 0.6844, loss_cls: 2.3890, loss: 2.3890, grad_norm: 4.3311 2020-08-05 15:32:24,626 - mmaction - INFO - Epoch [186][440/3757] lr: 1.781e-02, eta: 2 days, 14:02:09, time: 0.799, data_time: 0.002, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7141, loss_cls: 2.3472, loss: 2.3472, grad_norm: 4.3298 2020-08-05 15:32:40,620 - mmaction - INFO - Epoch [186][460/3757] lr: 1.781e-02, eta: 2 days, 14:01:51, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7305, loss_cls: 2.2423, loss: 2.2423, grad_norm: 4.2624 2020-08-05 15:32:56,407 - mmaction - INFO - Epoch [186][480/3757] lr: 1.781e-02, eta: 2 days, 14:01:33, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4539, top5_acc: 0.6859, loss_cls: 2.4184, loss: 2.4184, grad_norm: 4.2084 2020-08-05 15:33:12,333 - mmaction - INFO - Epoch [186][500/3757] lr: 1.781e-02, eta: 2 days, 14:01:15, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7414, loss_cls: 2.2455, loss: 2.2455, grad_norm: 4.1450 2020-08-05 15:33:28,155 - mmaction - INFO - Epoch [186][520/3757] lr: 1.781e-02, eta: 2 days, 14:00:57, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7375, loss_cls: 2.1805, loss: 2.1805, grad_norm: 4.1249 2020-08-05 15:33:44,224 - mmaction - INFO - Epoch [186][540/3757] lr: 1.781e-02, eta: 2 days, 14:00:39, time: 0.804, data_time: 0.001, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7367, loss_cls: 2.2131, loss: 2.2131, grad_norm: 4.2794 2020-08-05 15:34:00,025 - mmaction - INFO - Epoch [186][560/3757] lr: 1.781e-02, eta: 2 days, 14:00:21, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.1812, loss: 2.1812, grad_norm: 4.2335 2020-08-05 15:34:15,804 - mmaction - INFO - Epoch [186][580/3757] lr: 1.781e-02, eta: 2 days, 14:00:04, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7141, loss_cls: 2.3231, loss: 2.3231, grad_norm: 4.2418 2020-08-05 15:34:31,684 - mmaction - INFO - Epoch [186][600/3757] lr: 1.781e-02, eta: 2 days, 13:59:46, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7125, loss_cls: 2.2744, loss: 2.2744, grad_norm: 4.3531 2020-08-05 15:34:47,534 - mmaction - INFO - Epoch [186][620/3757] lr: 1.781e-02, eta: 2 days, 13:59:28, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7453, loss_cls: 2.1945, loss: 2.1945, grad_norm: 4.3212 2020-08-05 15:35:03,279 - mmaction - INFO - Epoch [186][640/3757] lr: 1.781e-02, eta: 2 days, 13:59:10, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7312, loss_cls: 2.2562, loss: 2.2562, grad_norm: 4.1896 2020-08-05 15:35:19,072 - mmaction - INFO - Epoch [186][660/3757] lr: 1.781e-02, eta: 2 days, 13:58:52, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7070, loss_cls: 2.2901, loss: 2.2901, grad_norm: 4.1372 2020-08-05 15:35:34,991 - mmaction - INFO - Epoch [186][680/3757] lr: 1.781e-02, eta: 2 days, 13:58:34, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7250, loss_cls: 2.3065, loss: 2.3065, grad_norm: 4.0272 2020-08-05 15:35:50,809 - mmaction - INFO - Epoch [186][700/3757] lr: 1.781e-02, eta: 2 days, 13:58:16, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7195, loss_cls: 2.2970, loss: 2.2970, grad_norm: 4.2434 2020-08-05 15:36:06,720 - mmaction - INFO - Epoch [186][720/3757] lr: 1.781e-02, eta: 2 days, 13:57:58, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7102, loss_cls: 2.3004, loss: 2.3004, grad_norm: 4.2512 2020-08-05 15:36:22,487 - mmaction - INFO - Epoch [186][740/3757] lr: 1.781e-02, eta: 2 days, 13:57:40, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7258, loss_cls: 2.2117, loss: 2.2117, grad_norm: 4.0490 2020-08-05 15:36:38,225 - mmaction - INFO - Epoch [186][760/3757] lr: 1.781e-02, eta: 2 days, 13:57:22, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7234, loss_cls: 2.3138, loss: 2.3138, grad_norm: 4.2581 2020-08-05 15:36:54,108 - mmaction - INFO - Epoch [186][780/3757] lr: 1.781e-02, eta: 2 days, 13:57:04, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7578, loss_cls: 2.1451, loss: 2.1451, grad_norm: 4.1576 2020-08-05 15:37:09,912 - mmaction - INFO - Epoch [186][800/3757] lr: 1.781e-02, eta: 2 days, 13:56:46, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4484, top5_acc: 0.7258, loss_cls: 2.3443, loss: 2.3443, grad_norm: 4.3237 2020-08-05 15:37:25,952 - mmaction - INFO - Epoch [186][820/3757] lr: 1.781e-02, eta: 2 days, 13:56:28, time: 0.801, data_time: 0.014, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7195, loss_cls: 2.2612, loss: 2.2612, grad_norm: 4.1891 2020-08-05 15:37:41,795 - mmaction - INFO - Epoch [186][840/3757] lr: 1.781e-02, eta: 2 days, 13:56:11, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7273, loss_cls: 2.2174, loss: 2.2174, grad_norm: 4.1929 2020-08-05 15:37:57,510 - mmaction - INFO - Epoch [186][860/3757] lr: 1.781e-02, eta: 2 days, 13:55:52, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7211, loss_cls: 2.2844, loss: 2.2844, grad_norm: 4.2283 2020-08-05 15:38:13,339 - mmaction - INFO - Epoch [186][880/3757] lr: 1.781e-02, eta: 2 days, 13:55:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7266, loss_cls: 2.2870, loss: 2.2870, grad_norm: 4.2489 2020-08-05 15:38:29,152 - mmaction - INFO - Epoch [186][900/3757] lr: 1.781e-02, eta: 2 days, 13:55:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7305, loss_cls: 2.2844, loss: 2.2844, grad_norm: 4.2546 2020-08-05 15:38:44,937 - mmaction - INFO - Epoch [186][920/3757] lr: 1.781e-02, eta: 2 days, 13:54:59, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7258, loss_cls: 2.2748, loss: 2.2748, grad_norm: 4.2616 2020-08-05 15:39:00,851 - mmaction - INFO - Epoch [186][940/3757] lr: 1.781e-02, eta: 2 days, 13:54:41, time: 0.795, data_time: 0.011, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7203, loss_cls: 2.2140, loss: 2.2140, grad_norm: 4.1836 2020-08-05 15:39:16,596 - mmaction - INFO - Epoch [186][960/3757] lr: 1.781e-02, eta: 2 days, 13:54:23, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7094, loss_cls: 2.3381, loss: 2.3381, grad_norm: 4.2954 2020-08-05 15:39:32,430 - mmaction - INFO - Epoch [186][980/3757] lr: 1.781e-02, eta: 2 days, 13:54:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7312, loss_cls: 2.2486, loss: 2.2486, grad_norm: 4.2376 2020-08-05 15:39:48,189 - mmaction - INFO - Epoch [186][1000/3757] lr: 1.781e-02, eta: 2 days, 13:53:47, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7195, loss_cls: 2.2711, loss: 2.2711, grad_norm: 4.0983 2020-08-05 15:40:04,000 - mmaction - INFO - Epoch [186][1020/3757] lr: 1.781e-02, eta: 2 days, 13:53:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.6953, loss_cls: 2.3993, loss: 2.3993, grad_norm: 4.2010 2020-08-05 15:40:19,773 - mmaction - INFO - Epoch [186][1040/3757] lr: 1.781e-02, eta: 2 days, 13:53:11, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7234, loss_cls: 2.2571, loss: 2.2571, grad_norm: 4.1409 2020-08-05 15:40:35,514 - mmaction - INFO - Epoch [186][1060/3757] lr: 1.781e-02, eta: 2 days, 13:52:53, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7242, loss_cls: 2.3181, loss: 2.3181, grad_norm: 4.2708 2020-08-05 15:40:51,188 - mmaction - INFO - Epoch [186][1080/3757] lr: 1.781e-02, eta: 2 days, 13:52:35, time: 0.784, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7109, loss_cls: 2.2955, loss: 2.2955, grad_norm: 4.3247 2020-08-05 15:41:06,949 - mmaction - INFO - Epoch [186][1100/3757] lr: 1.781e-02, eta: 2 days, 13:52:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7211, loss_cls: 2.2634, loss: 2.2634, grad_norm: 4.2897 2020-08-05 15:41:22,735 - mmaction - INFO - Epoch [186][1120/3757] lr: 1.781e-02, eta: 2 days, 13:51:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7367, loss_cls: 2.2276, loss: 2.2276, grad_norm: 4.3660 2020-08-05 15:41:38,971 - mmaction - INFO - Epoch [186][1140/3757] lr: 1.781e-02, eta: 2 days, 13:51:41, time: 0.812, data_time: 0.022, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7242, loss_cls: 2.3261, loss: 2.3261, grad_norm: 4.1656 2020-08-05 15:41:55,194 - mmaction - INFO - Epoch [186][1160/3757] lr: 1.781e-02, eta: 2 days, 13:51:24, time: 0.811, data_time: 0.024, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7469, loss_cls: 2.2471, loss: 2.2471, grad_norm: 4.1528 2020-08-05 15:42:11,295 - mmaction - INFO - Epoch [186][1180/3757] lr: 1.781e-02, eta: 2 days, 13:51:06, time: 0.804, data_time: 0.017, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7297, loss_cls: 2.1720, loss: 2.1720, grad_norm: 4.1134 2020-08-05 15:42:27,037 - mmaction - INFO - Epoch [186][1200/3757] lr: 1.781e-02, eta: 2 days, 13:50:48, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7328, loss_cls: 2.1906, loss: 2.1906, grad_norm: 4.2508 2020-08-05 15:42:42,788 - mmaction - INFO - Epoch [186][1220/3757] lr: 1.781e-02, eta: 2 days, 13:50:30, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7352, loss_cls: 2.2133, loss: 2.2133, grad_norm: 4.1191 2020-08-05 15:42:58,502 - mmaction - INFO - Epoch [186][1240/3757] lr: 1.781e-02, eta: 2 days, 13:50:12, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7039, loss_cls: 2.2538, loss: 2.2538, grad_norm: 4.2101 2020-08-05 15:43:14,213 - mmaction - INFO - Epoch [186][1260/3757] lr: 1.781e-02, eta: 2 days, 13:49:54, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7203, loss_cls: 2.2526, loss: 2.2526, grad_norm: 4.1817 2020-08-05 15:43:30,038 - mmaction - INFO - Epoch [186][1280/3757] lr: 1.781e-02, eta: 2 days, 13:49:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7336, loss_cls: 2.2770, loss: 2.2770, grad_norm: 4.2134 2020-08-05 15:43:45,774 - mmaction - INFO - Epoch [186][1300/3757] lr: 1.781e-02, eta: 2 days, 13:49:18, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.2044, loss: 2.2044, grad_norm: 4.2120 2020-08-05 15:44:01,597 - mmaction - INFO - Epoch [186][1320/3757] lr: 1.781e-02, eta: 2 days, 13:49:00, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7156, loss_cls: 2.2785, loss: 2.2785, grad_norm: 4.3184 2020-08-05 15:44:17,311 - mmaction - INFO - Epoch [186][1340/3757] lr: 1.781e-02, eta: 2 days, 13:48:42, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7195, loss_cls: 2.2153, loss: 2.2153, grad_norm: 4.1917 2020-08-05 15:44:33,153 - mmaction - INFO - Epoch [186][1360/3757] lr: 1.781e-02, eta: 2 days, 13:48:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7266, loss_cls: 2.2413, loss: 2.2413, grad_norm: 4.1558 2020-08-05 15:44:48,904 - mmaction - INFO - Epoch [186][1380/3757] lr: 1.781e-02, eta: 2 days, 13:48:06, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7359, loss_cls: 2.2290, loss: 2.2290, grad_norm: 4.2245 2020-08-05 15:45:04,758 - mmaction - INFO - Epoch [186][1400/3757] lr: 1.781e-02, eta: 2 days, 13:47:48, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7180, loss_cls: 2.2934, loss: 2.2934, grad_norm: 4.2443 2020-08-05 15:45:20,513 - mmaction - INFO - Epoch [186][1420/3757] lr: 1.781e-02, eta: 2 days, 13:47:30, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7219, loss_cls: 2.2861, loss: 2.2861, grad_norm: 4.4754 2020-08-05 15:45:36,282 - mmaction - INFO - Epoch [186][1440/3757] lr: 1.781e-02, eta: 2 days, 13:47:12, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7234, loss_cls: 2.2428, loss: 2.2428, grad_norm: 4.3029 2020-08-05 15:45:52,042 - mmaction - INFO - Epoch [186][1460/3757] lr: 1.781e-02, eta: 2 days, 13:46:54, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7227, loss_cls: 2.2292, loss: 2.2292, grad_norm: 4.3579 2020-08-05 15:46:07,953 - mmaction - INFO - Epoch [186][1480/3757] lr: 1.781e-02, eta: 2 days, 13:46:36, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7141, loss_cls: 2.2548, loss: 2.2548, grad_norm: 4.1520 2020-08-05 15:46:23,660 - mmaction - INFO - Epoch [186][1500/3757] lr: 1.781e-02, eta: 2 days, 13:46:18, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7258, loss_cls: 2.2568, loss: 2.2568, grad_norm: 4.2642 2020-08-05 15:46:39,497 - mmaction - INFO - Epoch [186][1520/3757] lr: 1.781e-02, eta: 2 days, 13:46:00, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7133, loss_cls: 2.3511, loss: 2.3511, grad_norm: 4.3717 2020-08-05 15:46:55,264 - mmaction - INFO - Epoch [186][1540/3757] lr: 1.781e-02, eta: 2 days, 13:45:42, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7211, loss_cls: 2.3760, loss: 2.3760, grad_norm: 4.1556 2020-08-05 15:47:11,067 - mmaction - INFO - Epoch [186][1560/3757] lr: 1.781e-02, eta: 2 days, 13:45:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7141, loss_cls: 2.2604, loss: 2.2604, grad_norm: 4.2344 2020-08-05 15:47:26,827 - mmaction - INFO - Epoch [186][1580/3757] lr: 1.781e-02, eta: 2 days, 13:45:06, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7078, loss_cls: 2.2671, loss: 2.2671, grad_norm: 4.1877 2020-08-05 15:47:42,737 - mmaction - INFO - Epoch [186][1600/3757] lr: 1.781e-02, eta: 2 days, 13:44:49, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7273, loss_cls: 2.2339, loss: 2.2339, grad_norm: 4.2330 2020-08-05 15:47:58,538 - mmaction - INFO - Epoch [186][1620/3757] lr: 1.781e-02, eta: 2 days, 13:44:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7063, loss_cls: 2.3088, loss: 2.3088, grad_norm: 4.2642 2020-08-05 15:48:14,318 - mmaction - INFO - Epoch [186][1640/3757] lr: 1.781e-02, eta: 2 days, 13:44:13, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7258, loss_cls: 2.2349, loss: 2.2349, grad_norm: 4.2195 2020-08-05 15:48:30,099 - mmaction - INFO - Epoch [186][1660/3757] lr: 1.781e-02, eta: 2 days, 13:43:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7328, loss_cls: 2.2237, loss: 2.2237, grad_norm: 4.1962 2020-08-05 15:48:45,893 - mmaction - INFO - Epoch [186][1680/3757] lr: 1.781e-02, eta: 2 days, 13:43:37, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4453, top5_acc: 0.7117, loss_cls: 2.3740, loss: 2.3740, grad_norm: 4.3199 2020-08-05 15:49:01,685 - mmaction - INFO - Epoch [186][1700/3757] lr: 1.781e-02, eta: 2 days, 13:43:19, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7023, loss_cls: 2.3758, loss: 2.3758, grad_norm: 4.2789 2020-08-05 15:49:17,474 - mmaction - INFO - Epoch [186][1720/3757] lr: 1.781e-02, eta: 2 days, 13:43:01, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7133, loss_cls: 2.3643, loss: 2.3643, grad_norm: 4.3044 2020-08-05 15:49:33,251 - mmaction - INFO - Epoch [186][1740/3757] lr: 1.781e-02, eta: 2 days, 13:42:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4445, top5_acc: 0.6852, loss_cls: 2.4436, loss: 2.4436, grad_norm: 4.3892 2020-08-05 15:49:49,068 - mmaction - INFO - Epoch [186][1760/3757] lr: 1.781e-02, eta: 2 days, 13:42:25, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7102, loss_cls: 2.3431, loss: 2.3431, grad_norm: 4.2446 2020-08-05 15:50:04,892 - mmaction - INFO - Epoch [186][1780/3757] lr: 1.781e-02, eta: 2 days, 13:42:07, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7117, loss_cls: 2.2748, loss: 2.2748, grad_norm: 4.1516 2020-08-05 15:50:20,641 - mmaction - INFO - Epoch [186][1800/3757] lr: 1.781e-02, eta: 2 days, 13:41:49, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4695, top5_acc: 0.6922, loss_cls: 2.3477, loss: 2.3477, grad_norm: 4.1972 2020-08-05 15:50:36,423 - mmaction - INFO - Epoch [186][1820/3757] lr: 1.781e-02, eta: 2 days, 13:41:31, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7203, loss_cls: 2.3072, loss: 2.3072, grad_norm: 4.3541 2020-08-05 15:50:52,149 - mmaction - INFO - Epoch [186][1840/3757] lr: 1.781e-02, eta: 2 days, 13:41:13, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7258, loss_cls: 2.2490, loss: 2.2490, grad_norm: 4.2598 2020-08-05 15:51:07,990 - mmaction - INFO - Epoch [186][1860/3757] lr: 1.781e-02, eta: 2 days, 13:40:55, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7117, loss_cls: 2.3355, loss: 2.3355, grad_norm: 4.2880 2020-08-05 15:51:24,068 - mmaction - INFO - Epoch [186][1880/3757] lr: 1.781e-02, eta: 2 days, 13:40:37, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7086, loss_cls: 2.3202, loss: 2.3202, grad_norm: 4.2596 2020-08-05 15:51:40,039 - mmaction - INFO - Epoch [186][1900/3757] lr: 1.781e-02, eta: 2 days, 13:40:20, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7094, loss_cls: 2.2950, loss: 2.2950, grad_norm: 4.1471 2020-08-05 15:51:56,270 - mmaction - INFO - Epoch [186][1920/3757] lr: 1.781e-02, eta: 2 days, 13:40:02, time: 0.811, data_time: 0.009, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7219, loss_cls: 2.3108, loss: 2.3108, grad_norm: 4.2071 2020-08-05 15:52:12,444 - mmaction - INFO - Epoch [186][1940/3757] lr: 1.781e-02, eta: 2 days, 13:39:45, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7172, loss_cls: 2.2259, loss: 2.2259, grad_norm: 4.2742 2020-08-05 15:52:28,620 - mmaction - INFO - Epoch [186][1960/3757] lr: 1.781e-02, eta: 2 days, 13:39:27, time: 0.808, data_time: 0.005, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7148, loss_cls: 2.2536, loss: 2.2536, grad_norm: 4.2230 2020-08-05 15:52:44,715 - mmaction - INFO - Epoch [186][1980/3757] lr: 1.781e-02, eta: 2 days, 13:39:10, time: 0.806, data_time: 0.005, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7242, loss_cls: 2.2360, loss: 2.2360, grad_norm: 4.2673 2020-08-05 15:53:00,941 - mmaction - INFO - Epoch [186][2000/3757] lr: 1.781e-02, eta: 2 days, 13:38:52, time: 0.811, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.1921, loss: 2.1921, grad_norm: 4.2300 2020-08-05 15:53:16,977 - mmaction - INFO - Epoch [186][2020/3757] lr: 1.781e-02, eta: 2 days, 13:38:35, time: 0.801, data_time: 0.002, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7102, loss_cls: 2.3396, loss: 2.3396, grad_norm: 4.3877 2020-08-05 15:53:33,099 - mmaction - INFO - Epoch [186][2040/3757] lr: 1.781e-02, eta: 2 days, 13:38:17, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7156, loss_cls: 2.2535, loss: 2.2535, grad_norm: 4.2268 2020-08-05 15:53:49,258 - mmaction - INFO - Epoch [186][2060/3757] lr: 1.781e-02, eta: 2 days, 13:38:00, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7195, loss_cls: 2.2682, loss: 2.2682, grad_norm: 4.3563 2020-08-05 15:54:05,451 - mmaction - INFO - Epoch [186][2080/3757] lr: 1.781e-02, eta: 2 days, 13:37:42, time: 0.810, data_time: 0.004, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7242, loss_cls: 2.2277, loss: 2.2277, grad_norm: 4.1694 2020-08-05 15:54:21,606 - mmaction - INFO - Epoch [186][2100/3757] lr: 1.781e-02, eta: 2 days, 13:37:25, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7109, loss_cls: 2.2890, loss: 2.2890, grad_norm: 4.2347 2020-08-05 15:54:37,789 - mmaction - INFO - Epoch [186][2120/3757] lr: 1.781e-02, eta: 2 days, 13:37:07, time: 0.807, data_time: 0.005, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7031, loss_cls: 2.3585, loss: 2.3585, grad_norm: 4.1966 2020-08-05 15:54:53,809 - mmaction - INFO - Epoch [186][2140/3757] lr: 1.781e-02, eta: 2 days, 13:36:49, time: 0.803, data_time: 0.006, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7039, loss_cls: 2.3163, loss: 2.3163, grad_norm: 4.2794 2020-08-05 15:55:09,915 - mmaction - INFO - Epoch [186][2160/3757] lr: 1.781e-02, eta: 2 days, 13:36:32, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7422, loss_cls: 2.2381, loss: 2.2381, grad_norm: 4.2296 2020-08-05 15:55:25,663 - mmaction - INFO - Epoch [186][2180/3757] lr: 1.781e-02, eta: 2 days, 13:36:14, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7383, loss_cls: 2.1759, loss: 2.1759, grad_norm: 4.2680 2020-08-05 15:55:41,488 - mmaction - INFO - Epoch [186][2200/3757] lr: 1.781e-02, eta: 2 days, 13:35:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7227, loss_cls: 2.2801, loss: 2.2801, grad_norm: 4.2165 2020-08-05 15:55:57,296 - mmaction - INFO - Epoch [186][2220/3757] lr: 1.781e-02, eta: 2 days, 13:35:38, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7430, loss_cls: 2.1513, loss: 2.1513, grad_norm: 4.2442 2020-08-05 15:56:13,114 - mmaction - INFO - Epoch [186][2240/3757] lr: 1.781e-02, eta: 2 days, 13:35:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7125, loss_cls: 2.2797, loss: 2.2797, grad_norm: 4.3029 2020-08-05 15:56:29,071 - mmaction - INFO - Epoch [186][2260/3757] lr: 1.781e-02, eta: 2 days, 13:35:02, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7266, loss_cls: 2.2343, loss: 2.2343, grad_norm: 4.3084 2020-08-05 15:56:44,825 - mmaction - INFO - Epoch [186][2280/3757] lr: 1.781e-02, eta: 2 days, 13:34:44, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7047, loss_cls: 2.3486, loss: 2.3486, grad_norm: 4.3155 2020-08-05 15:57:00,758 - mmaction - INFO - Epoch [186][2300/3757] lr: 1.781e-02, eta: 2 days, 13:34:27, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.4398, top5_acc: 0.6953, loss_cls: 2.4093, loss: 2.4093, grad_norm: 4.1954 2020-08-05 15:57:16,673 - mmaction - INFO - Epoch [186][2320/3757] lr: 1.781e-02, eta: 2 days, 13:34:09, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7203, loss_cls: 2.2832, loss: 2.2832, grad_norm: 4.1614 2020-08-05 15:57:32,524 - mmaction - INFO - Epoch [186][2340/3757] lr: 1.781e-02, eta: 2 days, 13:33:51, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7289, loss_cls: 2.2398, loss: 2.2398, grad_norm: 4.2684 2020-08-05 15:57:48,355 - mmaction - INFO - Epoch [186][2360/3757] lr: 1.781e-02, eta: 2 days, 13:33:33, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7359, loss_cls: 2.2890, loss: 2.2890, grad_norm: 4.2450 2020-08-05 15:58:04,343 - mmaction - INFO - Epoch [186][2380/3757] lr: 1.781e-02, eta: 2 days, 13:33:15, time: 0.799, data_time: 0.002, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7023, loss_cls: 2.3487, loss: 2.3487, grad_norm: 4.3831 2020-08-05 15:58:20,163 - mmaction - INFO - Epoch [186][2400/3757] lr: 1.781e-02, eta: 2 days, 13:32:57, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7195, loss_cls: 2.2891, loss: 2.2891, grad_norm: 4.2528 2020-08-05 15:58:36,014 - mmaction - INFO - Epoch [186][2420/3757] lr: 1.781e-02, eta: 2 days, 13:32:39, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7133, loss_cls: 2.3525, loss: 2.3525, grad_norm: 4.2441 2020-08-05 15:58:51,808 - mmaction - INFO - Epoch [186][2440/3757] lr: 1.781e-02, eta: 2 days, 13:32:21, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7016, loss_cls: 2.3765, loss: 2.3765, grad_norm: 4.2158 2020-08-05 15:59:07,804 - mmaction - INFO - Epoch [186][2460/3757] lr: 1.781e-02, eta: 2 days, 13:32:04, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2196, loss: 2.2196, grad_norm: 4.1216 2020-08-05 15:59:24,110 - mmaction - INFO - Epoch [186][2480/3757] lr: 1.781e-02, eta: 2 days, 13:31:46, time: 0.819, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7281, loss_cls: 2.1875, loss: 2.1875, grad_norm: 4.1955 2020-08-05 15:59:40,205 - mmaction - INFO - Epoch [186][2500/3757] lr: 1.781e-02, eta: 2 days, 13:31:29, time: 0.804, data_time: 0.001, memory: 6192, top1_acc: 0.4789, top5_acc: 0.6992, loss_cls: 2.3318, loss: 2.3318, grad_norm: 4.2409 2020-08-05 15:59:56,390 - mmaction - INFO - Epoch [186][2520/3757] lr: 1.781e-02, eta: 2 days, 13:31:11, time: 0.809, data_time: 0.001, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7289, loss_cls: 2.1403, loss: 2.1403, grad_norm: 4.0581 2020-08-05 16:00:18,366 - mmaction - INFO - Epoch [186][2540/3757] lr: 1.781e-02, eta: 2 days, 13:31:01, time: 1.095, data_time: 0.012, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7234, loss_cls: 2.3055, loss: 2.3055, grad_norm: 4.2237 2020-08-05 16:00:34,526 - mmaction - INFO - Epoch [186][2560/3757] lr: 1.781e-02, eta: 2 days, 13:30:43, time: 0.810, data_time: 0.006, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7102, loss_cls: 2.3409, loss: 2.3409, grad_norm: 4.2851 2020-08-05 16:00:50,541 - mmaction - INFO - Epoch [186][2580/3757] lr: 1.781e-02, eta: 2 days, 13:30:26, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6891, loss_cls: 2.3691, loss: 2.3691, grad_norm: 4.3475 2020-08-05 16:01:06,595 - mmaction - INFO - Epoch [186][2600/3757] lr: 1.781e-02, eta: 2 days, 13:30:08, time: 0.803, data_time: 0.005, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7336, loss_cls: 2.2340, loss: 2.2340, grad_norm: 4.2075 2020-08-05 16:01:22,416 - mmaction - INFO - Epoch [186][2620/3757] lr: 1.781e-02, eta: 2 days, 13:29:50, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7305, loss_cls: 2.3010, loss: 2.3010, grad_norm: 4.1857 2020-08-05 16:01:38,265 - mmaction - INFO - Epoch [186][2640/3757] lr: 1.781e-02, eta: 2 days, 13:29:32, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7234, loss_cls: 2.2600, loss: 2.2600, grad_norm: 4.1809 2020-08-05 16:01:54,219 - mmaction - INFO - Epoch [186][2660/3757] lr: 1.781e-02, eta: 2 days, 13:29:15, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7219, loss_cls: 2.3039, loss: 2.3039, grad_norm: 4.1997 2020-08-05 16:02:09,905 - mmaction - INFO - Epoch [186][2680/3757] lr: 1.781e-02, eta: 2 days, 13:28:57, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7078, loss_cls: 2.3432, loss: 2.3432, grad_norm: 4.1613 2020-08-05 16:02:25,774 - mmaction - INFO - Epoch [186][2700/3757] lr: 1.781e-02, eta: 2 days, 13:28:39, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7016, loss_cls: 2.3530, loss: 2.3530, grad_norm: 4.2851 2020-08-05 16:02:41,466 - mmaction - INFO - Epoch [186][2720/3757] lr: 1.781e-02, eta: 2 days, 13:28:21, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.1838, loss: 2.1838, grad_norm: 4.2245 2020-08-05 16:02:57,251 - mmaction - INFO - Epoch [186][2740/3757] lr: 1.781e-02, eta: 2 days, 13:28:03, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2383, loss: 2.2383, grad_norm: 4.2113 2020-08-05 16:03:13,062 - mmaction - INFO - Epoch [186][2760/3757] lr: 1.781e-02, eta: 2 days, 13:27:45, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6969, loss_cls: 2.3954, loss: 2.3954, grad_norm: 4.2903 2020-08-05 16:03:28,706 - mmaction - INFO - Epoch [186][2780/3757] lr: 1.781e-02, eta: 2 days, 13:27:27, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7258, loss_cls: 2.2456, loss: 2.2456, grad_norm: 4.0823 2020-08-05 16:03:44,614 - mmaction - INFO - Epoch [186][2800/3757] lr: 1.781e-02, eta: 2 days, 13:27:09, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7188, loss_cls: 2.3132, loss: 2.3132, grad_norm: 4.2151 2020-08-05 16:04:00,477 - mmaction - INFO - Epoch [186][2820/3757] lr: 1.781e-02, eta: 2 days, 13:26:51, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7305, loss_cls: 2.3114, loss: 2.3114, grad_norm: 4.2052 2020-08-05 16:04:16,232 - mmaction - INFO - Epoch [186][2840/3757] lr: 1.781e-02, eta: 2 days, 13:26:33, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7031, loss_cls: 2.3510, loss: 2.3510, grad_norm: 4.3586 2020-08-05 16:04:32,124 - mmaction - INFO - Epoch [186][2860/3757] lr: 1.781e-02, eta: 2 days, 13:26:15, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7125, loss_cls: 2.3365, loss: 2.3365, grad_norm: 4.1760 2020-08-05 16:04:48,024 - mmaction - INFO - Epoch [186][2880/3757] lr: 1.781e-02, eta: 2 days, 13:25:57, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7289, loss_cls: 2.2314, loss: 2.2314, grad_norm: 4.2509 2020-08-05 16:05:03,944 - mmaction - INFO - Epoch [186][2900/3757] lr: 1.781e-02, eta: 2 days, 13:25:40, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7211, loss_cls: 2.1977, loss: 2.1977, grad_norm: 4.1860 2020-08-05 16:05:19,648 - mmaction - INFO - Epoch [186][2920/3757] lr: 1.781e-02, eta: 2 days, 13:25:22, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7242, loss_cls: 2.3116, loss: 2.3116, grad_norm: 4.3300 2020-08-05 16:05:35,521 - mmaction - INFO - Epoch [186][2940/3757] lr: 1.781e-02, eta: 2 days, 13:25:04, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7148, loss_cls: 2.2894, loss: 2.2894, grad_norm: 4.3085 2020-08-05 16:05:51,284 - mmaction - INFO - Epoch [186][2960/3757] lr: 1.781e-02, eta: 2 days, 13:24:46, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7289, loss_cls: 2.2746, loss: 2.2746, grad_norm: 4.2719 2020-08-05 16:06:07,097 - mmaction - INFO - Epoch [186][2980/3757] lr: 1.781e-02, eta: 2 days, 13:24:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7305, loss_cls: 2.1407, loss: 2.1407, grad_norm: 4.1400 2020-08-05 16:06:22,874 - mmaction - INFO - Epoch [186][3000/3757] lr: 1.781e-02, eta: 2 days, 13:24:10, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7188, loss_cls: 2.3534, loss: 2.3534, grad_norm: 4.2346 2020-08-05 16:06:38,665 - mmaction - INFO - Epoch [186][3020/3757] lr: 1.781e-02, eta: 2 days, 13:23:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7281, loss_cls: 2.2240, loss: 2.2240, grad_norm: 4.2595 2020-08-05 16:06:54,515 - mmaction - INFO - Epoch [186][3040/3757] lr: 1.781e-02, eta: 2 days, 13:23:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7273, loss_cls: 2.2475, loss: 2.2475, grad_norm: 4.2457 2020-08-05 16:07:10,265 - mmaction - INFO - Epoch [186][3060/3757] lr: 1.781e-02, eta: 2 days, 13:23:16, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7055, loss_cls: 2.3177, loss: 2.3177, grad_norm: 4.2973 2020-08-05 16:07:26,037 - mmaction - INFO - Epoch [186][3080/3757] lr: 1.781e-02, eta: 2 days, 13:22:58, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7141, loss_cls: 2.2677, loss: 2.2677, grad_norm: 4.1918 2020-08-05 16:07:41,948 - mmaction - INFO - Epoch [186][3100/3757] lr: 1.781e-02, eta: 2 days, 13:22:40, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7141, loss_cls: 2.2623, loss: 2.2623, grad_norm: 4.1811 2020-08-05 16:07:57,842 - mmaction - INFO - Epoch [186][3120/3757] lr: 1.781e-02, eta: 2 days, 13:22:22, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7367, loss_cls: 2.2276, loss: 2.2276, grad_norm: 4.3131 2020-08-05 16:08:13,666 - mmaction - INFO - Epoch [186][3140/3757] lr: 1.781e-02, eta: 2 days, 13:22:05, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4758, top5_acc: 0.6992, loss_cls: 2.2989, loss: 2.2989, grad_norm: 4.2600 2020-08-05 16:08:29,533 - mmaction - INFO - Epoch [186][3160/3757] lr: 1.781e-02, eta: 2 days, 13:21:47, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7172, loss_cls: 2.3068, loss: 2.3068, grad_norm: 4.2537 2020-08-05 16:08:45,481 - mmaction - INFO - Epoch [186][3180/3757] lr: 1.781e-02, eta: 2 days, 13:21:29, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7328, loss_cls: 2.2451, loss: 2.2451, grad_norm: 4.1976 2020-08-05 16:09:01,387 - mmaction - INFO - Epoch [186][3200/3757] lr: 1.781e-02, eta: 2 days, 13:21:11, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7023, loss_cls: 2.3619, loss: 2.3619, grad_norm: 4.2025 2020-08-05 16:09:17,266 - mmaction - INFO - Epoch [186][3220/3757] lr: 1.781e-02, eta: 2 days, 13:20:53, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7133, loss_cls: 2.3678, loss: 2.3678, grad_norm: 4.2842 2020-08-05 16:09:33,122 - mmaction - INFO - Epoch [186][3240/3757] lr: 1.781e-02, eta: 2 days, 13:20:35, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7133, loss_cls: 2.2941, loss: 2.2941, grad_norm: 4.3444 2020-08-05 16:09:48,910 - mmaction - INFO - Epoch [186][3260/3757] lr: 1.781e-02, eta: 2 days, 13:20:18, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.2205, loss: 2.2205, grad_norm: 4.1792 2020-08-05 16:10:04,814 - mmaction - INFO - Epoch [186][3280/3757] lr: 1.781e-02, eta: 2 days, 13:20:00, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7367, loss_cls: 2.2513, loss: 2.2513, grad_norm: 4.1998 2020-08-05 16:10:20,661 - mmaction - INFO - Epoch [186][3300/3757] lr: 1.781e-02, eta: 2 days, 13:19:42, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7273, loss_cls: 2.2396, loss: 2.2396, grad_norm: 4.2239 2020-08-05 16:10:36,569 - mmaction - INFO - Epoch [186][3320/3757] lr: 1.781e-02, eta: 2 days, 13:19:24, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7172, loss_cls: 2.2671, loss: 2.2671, grad_norm: 4.2339 2020-08-05 16:10:52,310 - mmaction - INFO - Epoch [186][3340/3757] lr: 1.781e-02, eta: 2 days, 13:19:06, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7273, loss_cls: 2.2574, loss: 2.2574, grad_norm: 4.2103 2020-08-05 16:11:08,168 - mmaction - INFO - Epoch [186][3360/3757] lr: 1.781e-02, eta: 2 days, 13:18:48, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7445, loss_cls: 2.1794, loss: 2.1794, grad_norm: 4.0999 2020-08-05 16:11:24,038 - mmaction - INFO - Epoch [186][3380/3757] lr: 1.781e-02, eta: 2 days, 13:18:30, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.3682, loss: 2.3682, grad_norm: 4.3981 2020-08-05 16:11:40,094 - mmaction - INFO - Epoch [186][3400/3757] lr: 1.781e-02, eta: 2 days, 13:18:13, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7305, loss_cls: 2.2247, loss: 2.2247, grad_norm: 4.1425 2020-08-05 16:11:55,934 - mmaction - INFO - Epoch [186][3420/3757] lr: 1.781e-02, eta: 2 days, 13:17:55, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7203, loss_cls: 2.3230, loss: 2.3230, grad_norm: 4.2416 2020-08-05 16:12:11,854 - mmaction - INFO - Epoch [186][3440/3757] lr: 1.781e-02, eta: 2 days, 13:17:37, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.6891, loss_cls: 2.3784, loss: 2.3784, grad_norm: 4.2554 2020-08-05 16:12:27,773 - mmaction - INFO - Epoch [186][3460/3757] lr: 1.781e-02, eta: 2 days, 13:17:19, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7297, loss_cls: 2.2192, loss: 2.2192, grad_norm: 4.1460 2020-08-05 16:12:43,588 - mmaction - INFO - Epoch [186][3480/3757] lr: 1.781e-02, eta: 2 days, 13:17:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7227, loss_cls: 2.2457, loss: 2.2457, grad_norm: 4.2320 2020-08-05 16:12:59,488 - mmaction - INFO - Epoch [186][3500/3757] lr: 1.781e-02, eta: 2 days, 13:16:44, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7148, loss_cls: 2.2970, loss: 2.2970, grad_norm: 4.4210 2020-08-05 16:13:15,321 - mmaction - INFO - Epoch [186][3520/3757] lr: 1.781e-02, eta: 2 days, 13:16:26, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7312, loss_cls: 2.2563, loss: 2.2563, grad_norm: 4.2620 2020-08-05 16:13:31,085 - mmaction - INFO - Epoch [186][3540/3757] lr: 1.781e-02, eta: 2 days, 13:16:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7211, loss_cls: 2.2837, loss: 2.2837, grad_norm: 4.3669 2020-08-05 16:13:46,848 - mmaction - INFO - Epoch [186][3560/3757] lr: 1.781e-02, eta: 2 days, 13:15:50, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7102, loss_cls: 2.2780, loss: 2.2780, grad_norm: 4.2151 2020-08-05 16:14:02,659 - mmaction - INFO - Epoch [186][3580/3757] lr: 1.781e-02, eta: 2 days, 13:15:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7195, loss_cls: 2.3418, loss: 2.3418, grad_norm: 4.3896 2020-08-05 16:14:18,477 - mmaction - INFO - Epoch [186][3600/3757] lr: 1.781e-02, eta: 2 days, 13:15:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7008, loss_cls: 2.3374, loss: 2.3374, grad_norm: 4.3388 2020-08-05 16:14:34,304 - mmaction - INFO - Epoch [186][3620/3757] lr: 1.781e-02, eta: 2 days, 13:14:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7055, loss_cls: 2.3059, loss: 2.3059, grad_norm: 4.2391 2020-08-05 16:14:50,133 - mmaction - INFO - Epoch [186][3640/3757] lr: 1.781e-02, eta: 2 days, 13:14:38, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7367, loss_cls: 2.2003, loss: 2.2003, grad_norm: 4.3015 2020-08-05 16:15:05,974 - mmaction - INFO - Epoch [186][3660/3757] lr: 1.781e-02, eta: 2 days, 13:14:20, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7391, loss_cls: 2.2028, loss: 2.2028, grad_norm: 4.2279 2020-08-05 16:15:21,716 - mmaction - INFO - Epoch [186][3680/3757] lr: 1.781e-02, eta: 2 days, 13:14:02, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4602, top5_acc: 0.7000, loss_cls: 2.4187, loss: 2.4187, grad_norm: 4.4170 2020-08-05 16:15:37,485 - mmaction - INFO - Epoch [186][3700/3757] lr: 1.781e-02, eta: 2 days, 13:13:44, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7164, loss_cls: 2.2623, loss: 2.2623, grad_norm: 4.1473 2020-08-05 16:15:53,306 - mmaction - INFO - Epoch [186][3720/3757] lr: 1.781e-02, eta: 2 days, 13:13:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7156, loss_cls: 2.3393, loss: 2.3393, grad_norm: 4.4299 2020-08-05 16:16:09,108 - mmaction - INFO - Epoch [186][3740/3757] lr: 1.781e-02, eta: 2 days, 13:13:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7180, loss_cls: 2.4097, loss: 2.4097, grad_norm: 4.3480 2020-08-05 16:19:20,199 - mmaction - INFO - Epoch [187][20/3757] lr: 1.734e-02, eta: 2 days, 13:15:21, time: 8.337, data_time: 7.525, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7281, loss_cls: 2.2664, loss: 2.2664, grad_norm: 4.2828 2020-08-05 16:19:36,069 - mmaction - INFO - Epoch [187][40/3757] lr: 1.734e-02, eta: 2 days, 13:15:04, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.4688, top5_acc: 0.6977, loss_cls: 2.3582, loss: 2.3582, grad_norm: 4.2908 2020-08-05 16:19:51,894 - mmaction - INFO - Epoch [187][60/3757] lr: 1.734e-02, eta: 2 days, 13:14:46, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7289, loss_cls: 2.2228, loss: 2.2228, grad_norm: 4.2315 2020-08-05 16:20:07,776 - mmaction - INFO - Epoch [187][80/3757] lr: 1.734e-02, eta: 2 days, 13:14:28, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7133, loss_cls: 2.3483, loss: 2.3483, grad_norm: 4.2487 2020-08-05 16:20:23,599 - mmaction - INFO - Epoch [187][100/3757] lr: 1.734e-02, eta: 2 days, 13:14:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7102, loss_cls: 2.2845, loss: 2.2845, grad_norm: 4.1769 2020-08-05 16:20:39,522 - mmaction - INFO - Epoch [187][120/3757] lr: 1.734e-02, eta: 2 days, 13:13:52, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7367, loss_cls: 2.2223, loss: 2.2223, grad_norm: 4.2483 2020-08-05 16:20:55,354 - mmaction - INFO - Epoch [187][140/3757] lr: 1.734e-02, eta: 2 days, 13:13:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7242, loss_cls: 2.2588, loss: 2.2588, grad_norm: 4.1781 2020-08-05 16:21:11,106 - mmaction - INFO - Epoch [187][160/3757] lr: 1.734e-02, eta: 2 days, 13:13:16, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7328, loss_cls: 2.2242, loss: 2.2242, grad_norm: 4.2357 2020-08-05 16:21:26,975 - mmaction - INFO - Epoch [187][180/3757] lr: 1.734e-02, eta: 2 days, 13:12:58, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7195, loss_cls: 2.2423, loss: 2.2423, grad_norm: 4.2294 2020-08-05 16:21:42,695 - mmaction - INFO - Epoch [187][200/3757] lr: 1.734e-02, eta: 2 days, 13:12:40, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7320, loss_cls: 2.1866, loss: 2.1866, grad_norm: 4.1801 2020-08-05 16:21:58,548 - mmaction - INFO - Epoch [187][220/3757] lr: 1.734e-02, eta: 2 days, 13:12:22, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7078, loss_cls: 2.2943, loss: 2.2943, grad_norm: 4.2644 2020-08-05 16:22:14,425 - mmaction - INFO - Epoch [187][240/3757] lr: 1.734e-02, eta: 2 days, 13:12:05, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7367, loss_cls: 2.1878, loss: 2.1878, grad_norm: 4.1119 2020-08-05 16:22:30,307 - mmaction - INFO - Epoch [187][260/3757] lr: 1.734e-02, eta: 2 days, 13:11:47, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7336, loss_cls: 2.2212, loss: 2.2212, grad_norm: 4.2586 2020-08-05 16:22:46,152 - mmaction - INFO - Epoch [187][280/3757] lr: 1.734e-02, eta: 2 days, 13:11:29, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7320, loss_cls: 2.2033, loss: 2.2033, grad_norm: 4.0686 2020-08-05 16:23:02,033 - mmaction - INFO - Epoch [187][300/3757] lr: 1.734e-02, eta: 2 days, 13:11:11, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7234, loss_cls: 2.2229, loss: 2.2229, grad_norm: 4.2037 2020-08-05 16:23:17,812 - mmaction - INFO - Epoch [187][320/3757] lr: 1.734e-02, eta: 2 days, 13:10:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7258, loss_cls: 2.2219, loss: 2.2219, grad_norm: 4.4202 2020-08-05 16:23:33,617 - mmaction - INFO - Epoch [187][340/3757] lr: 1.734e-02, eta: 2 days, 13:10:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7195, loss_cls: 2.2613, loss: 2.2613, grad_norm: 4.2247 2020-08-05 16:23:49,422 - mmaction - INFO - Epoch [187][360/3757] lr: 1.734e-02, eta: 2 days, 13:10:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7195, loss_cls: 2.2100, loss: 2.2100, grad_norm: 4.2257 2020-08-05 16:24:05,310 - mmaction - INFO - Epoch [187][380/3757] lr: 1.734e-02, eta: 2 days, 13:09:59, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7336, loss_cls: 2.2561, loss: 2.2561, grad_norm: 4.3239 2020-08-05 16:24:21,163 - mmaction - INFO - Epoch [187][400/3757] lr: 1.734e-02, eta: 2 days, 13:09:41, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7133, loss_cls: 2.2511, loss: 2.2511, grad_norm: 4.2519 2020-08-05 16:24:36,969 - mmaction - INFO - Epoch [187][420/3757] lr: 1.734e-02, eta: 2 days, 13:09:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7188, loss_cls: 2.2760, loss: 2.2760, grad_norm: 4.2164 2020-08-05 16:24:52,807 - mmaction - INFO - Epoch [187][440/3757] lr: 1.734e-02, eta: 2 days, 13:09:06, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7398, loss_cls: 2.2486, loss: 2.2486, grad_norm: 4.3118 2020-08-05 16:25:08,670 - mmaction - INFO - Epoch [187][460/3757] lr: 1.734e-02, eta: 2 days, 13:08:48, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7234, loss_cls: 2.3174, loss: 2.3174, grad_norm: 4.3485 2020-08-05 16:25:24,432 - mmaction - INFO - Epoch [187][480/3757] lr: 1.734e-02, eta: 2 days, 13:08:30, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7172, loss_cls: 2.3086, loss: 2.3086, grad_norm: 4.2515 2020-08-05 16:25:40,213 - mmaction - INFO - Epoch [187][500/3757] lr: 1.734e-02, eta: 2 days, 13:08:12, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7398, loss_cls: 2.1942, loss: 2.1942, grad_norm: 4.1519 2020-08-05 16:25:56,013 - mmaction - INFO - Epoch [187][520/3757] lr: 1.734e-02, eta: 2 days, 13:07:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7273, loss_cls: 2.2197, loss: 2.2197, grad_norm: 4.3159 2020-08-05 16:26:11,826 - mmaction - INFO - Epoch [187][540/3757] lr: 1.734e-02, eta: 2 days, 13:07:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7227, loss_cls: 2.2516, loss: 2.2516, grad_norm: 4.2212 2020-08-05 16:26:27,693 - mmaction - INFO - Epoch [187][560/3757] lr: 1.734e-02, eta: 2 days, 13:07:18, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7203, loss_cls: 2.2520, loss: 2.2520, grad_norm: 4.2093 2020-08-05 16:26:43,550 - mmaction - INFO - Epoch [187][580/3757] lr: 1.734e-02, eta: 2 days, 13:07:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7266, loss_cls: 2.2677, loss: 2.2677, grad_norm: 4.2321 2020-08-05 16:26:59,516 - mmaction - INFO - Epoch [187][600/3757] lr: 1.734e-02, eta: 2 days, 13:06:43, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7125, loss_cls: 2.2483, loss: 2.2483, grad_norm: 4.0751 2020-08-05 16:27:15,187 - mmaction - INFO - Epoch [187][620/3757] lr: 1.734e-02, eta: 2 days, 13:06:24, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7320, loss_cls: 2.1865, loss: 2.1865, grad_norm: 4.1573 2020-08-05 16:27:31,054 - mmaction - INFO - Epoch [187][640/3757] lr: 1.734e-02, eta: 2 days, 13:06:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7117, loss_cls: 2.2821, loss: 2.2821, grad_norm: 4.2498 2020-08-05 16:27:46,823 - mmaction - INFO - Epoch [187][660/3757] lr: 1.734e-02, eta: 2 days, 13:05:49, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7180, loss_cls: 2.3204, loss: 2.3204, grad_norm: 4.3594 2020-08-05 16:28:02,612 - mmaction - INFO - Epoch [187][680/3757] lr: 1.734e-02, eta: 2 days, 13:05:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7406, loss_cls: 2.2448, loss: 2.2448, grad_norm: 4.3671 2020-08-05 16:28:18,413 - mmaction - INFO - Epoch [187][700/3757] lr: 1.734e-02, eta: 2 days, 13:05:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7172, loss_cls: 2.2602, loss: 2.2602, grad_norm: 4.1547 2020-08-05 16:28:34,156 - mmaction - INFO - Epoch [187][720/3757] lr: 1.734e-02, eta: 2 days, 13:04:55, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7164, loss_cls: 2.2772, loss: 2.2772, grad_norm: 4.3131 2020-08-05 16:28:50,110 - mmaction - INFO - Epoch [187][740/3757] lr: 1.734e-02, eta: 2 days, 13:04:37, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7336, loss_cls: 2.2312, loss: 2.2312, grad_norm: 4.2759 2020-08-05 16:29:05,983 - mmaction - INFO - Epoch [187][760/3757] lr: 1.734e-02, eta: 2 days, 13:04:19, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4656, top5_acc: 0.6992, loss_cls: 2.3860, loss: 2.3860, grad_norm: 4.2680 2020-08-05 16:29:21,845 - mmaction - INFO - Epoch [187][780/3757] lr: 1.734e-02, eta: 2 days, 13:04:01, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7312, loss_cls: 2.2207, loss: 2.2207, grad_norm: 4.1797 2020-08-05 16:29:37,648 - mmaction - INFO - Epoch [187][800/3757] lr: 1.734e-02, eta: 2 days, 13:03:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.2000, loss: 2.2000, grad_norm: 4.3168 2020-08-05 16:29:53,473 - mmaction - INFO - Epoch [187][820/3757] lr: 1.734e-02, eta: 2 days, 13:03:25, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7094, loss_cls: 2.2631, loss: 2.2631, grad_norm: 4.2750 2020-08-05 16:30:09,354 - mmaction - INFO - Epoch [187][840/3757] lr: 1.734e-02, eta: 2 days, 13:03:08, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7383, loss_cls: 2.1600, loss: 2.1600, grad_norm: 4.1272 2020-08-05 16:30:25,193 - mmaction - INFO - Epoch [187][860/3757] lr: 1.734e-02, eta: 2 days, 13:02:50, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7312, loss_cls: 2.2084, loss: 2.2084, grad_norm: 4.0979 2020-08-05 16:30:40,990 - mmaction - INFO - Epoch [187][880/3757] lr: 1.734e-02, eta: 2 days, 13:02:32, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7375, loss_cls: 2.1793, loss: 2.1793, grad_norm: 4.2007 2020-08-05 16:30:56,954 - mmaction - INFO - Epoch [187][900/3757] lr: 1.734e-02, eta: 2 days, 13:02:14, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7430, loss_cls: 2.1523, loss: 2.1523, grad_norm: 4.1667 2020-08-05 16:31:12,799 - mmaction - INFO - Epoch [187][920/3757] lr: 1.734e-02, eta: 2 days, 13:01:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7039, loss_cls: 2.3283, loss: 2.3283, grad_norm: 4.1816 2020-08-05 16:31:28,543 - mmaction - INFO - Epoch [187][940/3757] lr: 1.734e-02, eta: 2 days, 13:01:38, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7234, loss_cls: 2.2420, loss: 2.2420, grad_norm: 4.2711 2020-08-05 16:31:44,338 - mmaction - INFO - Epoch [187][960/3757] lr: 1.734e-02, eta: 2 days, 13:01:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7320, loss_cls: 2.1895, loss: 2.1895, grad_norm: 4.3214 2020-08-05 16:32:00,173 - mmaction - INFO - Epoch [187][980/3757] lr: 1.734e-02, eta: 2 days, 13:01:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7227, loss_cls: 2.2827, loss: 2.2827, grad_norm: 4.1847 2020-08-05 16:32:16,018 - mmaction - INFO - Epoch [187][1000/3757] lr: 1.734e-02, eta: 2 days, 13:00:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7219, loss_cls: 2.2349, loss: 2.2349, grad_norm: 4.3448 2020-08-05 16:32:31,876 - mmaction - INFO - Epoch [187][1020/3757] lr: 1.734e-02, eta: 2 days, 13:00:27, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7195, loss_cls: 2.3077, loss: 2.3077, grad_norm: 4.3710 2020-08-05 16:32:47,665 - mmaction - INFO - Epoch [187][1040/3757] lr: 1.734e-02, eta: 2 days, 13:00:09, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7336, loss_cls: 2.2220, loss: 2.2220, grad_norm: 4.2892 2020-08-05 16:33:03,460 - mmaction - INFO - Epoch [187][1060/3757] lr: 1.734e-02, eta: 2 days, 12:59:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7273, loss_cls: 2.2366, loss: 2.2366, grad_norm: 4.3223 2020-08-05 16:33:19,288 - mmaction - INFO - Epoch [187][1080/3757] lr: 1.734e-02, eta: 2 days, 12:59:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7188, loss_cls: 2.3254, loss: 2.3254, grad_norm: 4.3816 2020-08-05 16:33:35,087 - mmaction - INFO - Epoch [187][1100/3757] lr: 1.734e-02, eta: 2 days, 12:59:15, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7336, loss_cls: 2.2672, loss: 2.2672, grad_norm: 4.4363 2020-08-05 16:33:50,874 - mmaction - INFO - Epoch [187][1120/3757] lr: 1.734e-02, eta: 2 days, 12:58:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7016, loss_cls: 2.2763, loss: 2.2763, grad_norm: 4.3039 2020-08-05 16:34:06,634 - mmaction - INFO - Epoch [187][1140/3757] lr: 1.734e-02, eta: 2 days, 12:58:39, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7141, loss_cls: 2.2667, loss: 2.2667, grad_norm: 4.3370 2020-08-05 16:34:22,427 - mmaction - INFO - Epoch [187][1160/3757] lr: 1.734e-02, eta: 2 days, 12:58:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7367, loss_cls: 2.2149, loss: 2.2149, grad_norm: 4.3253 2020-08-05 16:34:38,192 - mmaction - INFO - Epoch [187][1180/3757] lr: 1.734e-02, eta: 2 days, 12:58:03, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7266, loss_cls: 2.2578, loss: 2.2578, grad_norm: 4.3523 2020-08-05 16:34:54,032 - mmaction - INFO - Epoch [187][1200/3757] lr: 1.734e-02, eta: 2 days, 12:57:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7117, loss_cls: 2.2812, loss: 2.2812, grad_norm: 4.3062 2020-08-05 16:35:09,833 - mmaction - INFO - Epoch [187][1220/3757] lr: 1.734e-02, eta: 2 days, 12:57:27, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7055, loss_cls: 2.3758, loss: 2.3758, grad_norm: 4.3228 2020-08-05 16:35:25,667 - mmaction - INFO - Epoch [187][1240/3757] lr: 1.734e-02, eta: 2 days, 12:57:09, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7289, loss_cls: 2.1793, loss: 2.1793, grad_norm: 4.1303 2020-08-05 16:35:41,482 - mmaction - INFO - Epoch [187][1260/3757] lr: 1.734e-02, eta: 2 days, 12:56:52, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7008, loss_cls: 2.3118, loss: 2.3118, grad_norm: 4.2946 2020-08-05 16:35:57,333 - mmaction - INFO - Epoch [187][1280/3757] lr: 1.734e-02, eta: 2 days, 12:56:34, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7148, loss_cls: 2.2889, loss: 2.2889, grad_norm: 4.1793 2020-08-05 16:36:13,188 - mmaction - INFO - Epoch [187][1300/3757] lr: 1.734e-02, eta: 2 days, 12:56:16, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7258, loss_cls: 2.2991, loss: 2.2991, grad_norm: 4.2529 2020-08-05 16:36:28,952 - mmaction - INFO - Epoch [187][1320/3757] lr: 1.734e-02, eta: 2 days, 12:55:58, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7203, loss_cls: 2.2508, loss: 2.2508, grad_norm: 4.3241 2020-08-05 16:36:44,694 - mmaction - INFO - Epoch [187][1340/3757] lr: 1.734e-02, eta: 2 days, 12:55:40, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7063, loss_cls: 2.3291, loss: 2.3291, grad_norm: 4.2433 2020-08-05 16:37:00,712 - mmaction - INFO - Epoch [187][1360/3757] lr: 1.734e-02, eta: 2 days, 12:55:22, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7383, loss_cls: 2.2546, loss: 2.2546, grad_norm: 4.3863 2020-08-05 16:37:16,427 - mmaction - INFO - Epoch [187][1380/3757] lr: 1.734e-02, eta: 2 days, 12:55:04, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7234, loss_cls: 2.2362, loss: 2.2362, grad_norm: 4.2046 2020-08-05 16:37:32,279 - mmaction - INFO - Epoch [187][1400/3757] lr: 1.734e-02, eta: 2 days, 12:54:46, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7188, loss_cls: 2.3169, loss: 2.3169, grad_norm: 4.3057 2020-08-05 16:37:48,109 - mmaction - INFO - Epoch [187][1420/3757] lr: 1.734e-02, eta: 2 days, 12:54:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7289, loss_cls: 2.2348, loss: 2.2348, grad_norm: 4.4437 2020-08-05 16:38:03,936 - mmaction - INFO - Epoch [187][1440/3757] lr: 1.734e-02, eta: 2 days, 12:54:11, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.6937, loss_cls: 2.3923, loss: 2.3923, grad_norm: 4.3959 2020-08-05 16:38:19,733 - mmaction - INFO - Epoch [187][1460/3757] lr: 1.734e-02, eta: 2 days, 12:53:53, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7180, loss_cls: 2.3095, loss: 2.3095, grad_norm: 4.2851 2020-08-05 16:38:35,562 - mmaction - INFO - Epoch [187][1480/3757] lr: 1.734e-02, eta: 2 days, 12:53:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7109, loss_cls: 2.2839, loss: 2.2839, grad_norm: 4.3013 2020-08-05 16:38:51,404 - mmaction - INFO - Epoch [187][1500/3757] lr: 1.734e-02, eta: 2 days, 12:53:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7305, loss_cls: 2.2315, loss: 2.2315, grad_norm: 4.2423 2020-08-05 16:39:07,187 - mmaction - INFO - Epoch [187][1520/3757] lr: 1.734e-02, eta: 2 days, 12:52:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7070, loss_cls: 2.2904, loss: 2.2904, grad_norm: 4.2739 2020-08-05 16:39:22,938 - mmaction - INFO - Epoch [187][1540/3757] lr: 1.734e-02, eta: 2 days, 12:52:41, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7219, loss_cls: 2.2899, loss: 2.2899, grad_norm: 4.3631 2020-08-05 16:39:38,715 - mmaction - INFO - Epoch [187][1560/3757] lr: 1.734e-02, eta: 2 days, 12:52:23, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7305, loss_cls: 2.2767, loss: 2.2767, grad_norm: 4.2805 2020-08-05 16:39:54,577 - mmaction - INFO - Epoch [187][1580/3757] lr: 1.734e-02, eta: 2 days, 12:52:05, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7266, loss_cls: 2.2727, loss: 2.2727, grad_norm: 4.2590 2020-08-05 16:40:10,323 - mmaction - INFO - Epoch [187][1600/3757] lr: 1.734e-02, eta: 2 days, 12:51:47, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7125, loss_cls: 2.3248, loss: 2.3248, grad_norm: 4.3792 2020-08-05 16:40:26,072 - mmaction - INFO - Epoch [187][1620/3757] lr: 1.734e-02, eta: 2 days, 12:51:29, time: 0.787, data_time: 0.000, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7266, loss_cls: 2.2688, loss: 2.2688, grad_norm: 4.2093 2020-08-05 16:40:41,933 - mmaction - INFO - Epoch [187][1640/3757] lr: 1.734e-02, eta: 2 days, 12:51:11, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7234, loss_cls: 2.2917, loss: 2.2917, grad_norm: 4.2494 2020-08-05 16:40:57,752 - mmaction - INFO - Epoch [187][1660/3757] lr: 1.734e-02, eta: 2 days, 12:50:54, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7469, loss_cls: 2.1553, loss: 2.1553, grad_norm: 4.1904 2020-08-05 16:41:13,702 - mmaction - INFO - Epoch [187][1680/3757] lr: 1.734e-02, eta: 2 days, 12:50:36, time: 0.797, data_time: 0.007, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7016, loss_cls: 2.3133, loss: 2.3133, grad_norm: 4.2923 2020-08-05 16:41:29,541 - mmaction - INFO - Epoch [187][1700/3757] lr: 1.734e-02, eta: 2 days, 12:50:18, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7328, loss_cls: 2.1942, loss: 2.1942, grad_norm: 4.1950 2020-08-05 16:41:45,269 - mmaction - INFO - Epoch [187][1720/3757] lr: 1.734e-02, eta: 2 days, 12:50:00, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7266, loss_cls: 2.2942, loss: 2.2942, grad_norm: 4.1822 2020-08-05 16:42:01,102 - mmaction - INFO - Epoch [187][1740/3757] lr: 1.734e-02, eta: 2 days, 12:49:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7312, loss_cls: 2.2199, loss: 2.2199, grad_norm: 4.2339 2020-08-05 16:42:16,846 - mmaction - INFO - Epoch [187][1760/3757] lr: 1.734e-02, eta: 2 days, 12:49:24, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7242, loss_cls: 2.2538, loss: 2.2538, grad_norm: 4.2373 2020-08-05 16:42:32,650 - mmaction - INFO - Epoch [187][1780/3757] lr: 1.734e-02, eta: 2 days, 12:49:06, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7000, loss_cls: 2.3292, loss: 2.3292, grad_norm: 4.2840 2020-08-05 16:42:48,422 - mmaction - INFO - Epoch [187][1800/3757] lr: 1.734e-02, eta: 2 days, 12:48:48, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7250, loss_cls: 2.2708, loss: 2.2708, grad_norm: 4.2141 2020-08-05 16:43:04,199 - mmaction - INFO - Epoch [187][1820/3757] lr: 1.734e-02, eta: 2 days, 12:48:30, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7242, loss_cls: 2.2225, loss: 2.2225, grad_norm: 4.3844 2020-08-05 16:43:20,020 - mmaction - INFO - Epoch [187][1840/3757] lr: 1.734e-02, eta: 2 days, 12:48:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4500, top5_acc: 0.7086, loss_cls: 2.3666, loss: 2.3666, grad_norm: 4.3508 2020-08-05 16:43:35,864 - mmaction - INFO - Epoch [187][1860/3757] lr: 1.734e-02, eta: 2 days, 12:47:55, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4539, top5_acc: 0.7070, loss_cls: 2.3742, loss: 2.3742, grad_norm: 4.4283 2020-08-05 16:43:51,684 - mmaction - INFO - Epoch [187][1880/3757] lr: 1.734e-02, eta: 2 days, 12:47:37, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7172, loss_cls: 2.2906, loss: 2.2906, grad_norm: 4.2001 2020-08-05 16:44:07,494 - mmaction - INFO - Epoch [187][1900/3757] lr: 1.734e-02, eta: 2 days, 12:47:19, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7297, loss_cls: 2.2086, loss: 2.2086, grad_norm: 4.1104 2020-08-05 16:44:23,248 - mmaction - INFO - Epoch [187][1920/3757] lr: 1.734e-02, eta: 2 days, 12:47:01, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4570, top5_acc: 0.6750, loss_cls: 2.4529, loss: 2.4529, grad_norm: 4.2971 2020-08-05 16:44:39,073 - mmaction - INFO - Epoch [187][1940/3757] lr: 1.734e-02, eta: 2 days, 12:46:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7219, loss_cls: 2.2360, loss: 2.2360, grad_norm: 4.2001 2020-08-05 16:44:54,917 - mmaction - INFO - Epoch [187][1960/3757] lr: 1.734e-02, eta: 2 days, 12:46:25, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7203, loss_cls: 2.2998, loss: 2.2998, grad_norm: 4.2831 2020-08-05 16:45:10,774 - mmaction - INFO - Epoch [187][1980/3757] lr: 1.734e-02, eta: 2 days, 12:46:07, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7180, loss_cls: 2.2980, loss: 2.2980, grad_norm: 4.2740 2020-08-05 16:45:26,470 - mmaction - INFO - Epoch [187][2000/3757] lr: 1.734e-02, eta: 2 days, 12:45:49, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4586, top5_acc: 0.7070, loss_cls: 2.3368, loss: 2.3368, grad_norm: 4.3465 2020-08-05 16:45:42,361 - mmaction - INFO - Epoch [187][2020/3757] lr: 1.734e-02, eta: 2 days, 12:45:31, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7227, loss_cls: 2.2180, loss: 2.2180, grad_norm: 4.2040 2020-08-05 16:45:58,145 - mmaction - INFO - Epoch [187][2040/3757] lr: 1.734e-02, eta: 2 days, 12:45:14, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7016, loss_cls: 2.3949, loss: 2.3949, grad_norm: 4.4172 2020-08-05 16:46:13,967 - mmaction - INFO - Epoch [187][2060/3757] lr: 1.734e-02, eta: 2 days, 12:44:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7172, loss_cls: 2.3014, loss: 2.3014, grad_norm: 4.2424 2020-08-05 16:46:29,783 - mmaction - INFO - Epoch [187][2080/3757] lr: 1.734e-02, eta: 2 days, 12:44:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7141, loss_cls: 2.2429, loss: 2.2429, grad_norm: 4.2223 2020-08-05 16:46:45,606 - mmaction - INFO - Epoch [187][2100/3757] lr: 1.734e-02, eta: 2 days, 12:44:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7211, loss_cls: 2.3248, loss: 2.3248, grad_norm: 4.3369 2020-08-05 16:47:01,428 - mmaction - INFO - Epoch [187][2120/3757] lr: 1.734e-02, eta: 2 days, 12:44:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7164, loss_cls: 2.2453, loss: 2.2453, grad_norm: 4.1981 2020-08-05 16:47:17,267 - mmaction - INFO - Epoch [187][2140/3757] lr: 1.734e-02, eta: 2 days, 12:43:44, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7297, loss_cls: 2.2795, loss: 2.2795, grad_norm: 4.3712 2020-08-05 16:47:33,092 - mmaction - INFO - Epoch [187][2160/3757] lr: 1.734e-02, eta: 2 days, 12:43:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.2330, loss: 2.2330, grad_norm: 4.1365 2020-08-05 16:47:48,918 - mmaction - INFO - Epoch [187][2180/3757] lr: 1.734e-02, eta: 2 days, 12:43:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7250, loss_cls: 2.2635, loss: 2.2635, grad_norm: 4.2239 2020-08-05 16:48:04,738 - mmaction - INFO - Epoch [187][2200/3757] lr: 1.734e-02, eta: 2 days, 12:42:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7008, loss_cls: 2.3450, loss: 2.3450, grad_norm: 4.2435 2020-08-05 16:48:20,592 - mmaction - INFO - Epoch [187][2220/3757] lr: 1.734e-02, eta: 2 days, 12:42:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7148, loss_cls: 2.3098, loss: 2.3098, grad_norm: 4.3342 2020-08-05 16:48:36,458 - mmaction - INFO - Epoch [187][2240/3757] lr: 1.734e-02, eta: 2 days, 12:42:15, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7148, loss_cls: 2.2147, loss: 2.2147, grad_norm: 4.1805 2020-08-05 16:48:52,264 - mmaction - INFO - Epoch [187][2260/3757] lr: 1.734e-02, eta: 2 days, 12:41:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7188, loss_cls: 2.2272, loss: 2.2272, grad_norm: 4.0711 2020-08-05 16:49:08,059 - mmaction - INFO - Epoch [187][2280/3757] lr: 1.734e-02, eta: 2 days, 12:41:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7320, loss_cls: 2.2467, loss: 2.2467, grad_norm: 4.3023 2020-08-05 16:49:23,851 - mmaction - INFO - Epoch [187][2300/3757] lr: 1.734e-02, eta: 2 days, 12:41:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7320, loss_cls: 2.2455, loss: 2.2455, grad_norm: 4.3759 2020-08-05 16:49:39,817 - mmaction - INFO - Epoch [187][2320/3757] lr: 1.734e-02, eta: 2 days, 12:41:03, time: 0.798, data_time: 0.009, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7336, loss_cls: 2.1991, loss: 2.1991, grad_norm: 4.3085 2020-08-05 16:49:55,523 - mmaction - INFO - Epoch [187][2340/3757] lr: 1.734e-02, eta: 2 days, 12:40:45, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7445, loss_cls: 2.1865, loss: 2.1865, grad_norm: 4.3121 2020-08-05 16:50:11,356 - mmaction - INFO - Epoch [187][2360/3757] lr: 1.734e-02, eta: 2 days, 12:40:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7211, loss_cls: 2.2855, loss: 2.2855, grad_norm: 4.2353 2020-08-05 16:50:27,165 - mmaction - INFO - Epoch [187][2380/3757] lr: 1.734e-02, eta: 2 days, 12:40:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7164, loss_cls: 2.2970, loss: 2.2970, grad_norm: 4.1742 2020-08-05 16:50:43,050 - mmaction - INFO - Epoch [187][2400/3757] lr: 1.734e-02, eta: 2 days, 12:39:52, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7398, loss_cls: 2.2080, loss: 2.2080, grad_norm: 4.3505 2020-08-05 16:50:58,839 - mmaction - INFO - Epoch [187][2420/3757] lr: 1.734e-02, eta: 2 days, 12:39:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7047, loss_cls: 2.3418, loss: 2.3418, grad_norm: 4.3299 2020-08-05 16:51:14,687 - mmaction - INFO - Epoch [187][2440/3757] lr: 1.734e-02, eta: 2 days, 12:39:16, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7367, loss_cls: 2.2403, loss: 2.2403, grad_norm: 4.3053 2020-08-05 16:51:30,362 - mmaction - INFO - Epoch [187][2460/3757] lr: 1.734e-02, eta: 2 days, 12:38:58, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7234, loss_cls: 2.2254, loss: 2.2254, grad_norm: 4.1888 2020-08-05 16:51:46,165 - mmaction - INFO - Epoch [187][2480/3757] lr: 1.734e-02, eta: 2 days, 12:38:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7141, loss_cls: 2.3234, loss: 2.3234, grad_norm: 4.2527 2020-08-05 16:52:01,906 - mmaction - INFO - Epoch [187][2500/3757] lr: 1.734e-02, eta: 2 days, 12:38:22, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7383, loss_cls: 2.1702, loss: 2.1702, grad_norm: 4.2560 2020-08-05 16:52:17,789 - mmaction - INFO - Epoch [187][2520/3757] lr: 1.734e-02, eta: 2 days, 12:38:04, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7375, loss_cls: 2.2104, loss: 2.2104, grad_norm: 4.2607 2020-08-05 16:52:33,519 - mmaction - INFO - Epoch [187][2540/3757] lr: 1.734e-02, eta: 2 days, 12:37:46, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7578, loss_cls: 2.1920, loss: 2.1920, grad_norm: 4.2444 2020-08-05 16:52:49,246 - mmaction - INFO - Epoch [187][2560/3757] lr: 1.734e-02, eta: 2 days, 12:37:28, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7109, loss_cls: 2.2933, loss: 2.2933, grad_norm: 4.3795 2020-08-05 16:53:05,120 - mmaction - INFO - Epoch [187][2580/3757] lr: 1.734e-02, eta: 2 days, 12:37:11, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7188, loss_cls: 2.2727, loss: 2.2727, grad_norm: 4.3421 2020-08-05 16:53:20,867 - mmaction - INFO - Epoch [187][2600/3757] lr: 1.734e-02, eta: 2 days, 12:36:53, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7211, loss_cls: 2.2662, loss: 2.2662, grad_norm: 4.3995 2020-08-05 16:53:36,601 - mmaction - INFO - Epoch [187][2620/3757] lr: 1.734e-02, eta: 2 days, 12:36:35, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7266, loss_cls: 2.2605, loss: 2.2605, grad_norm: 4.2419 2020-08-05 16:53:52,443 - mmaction - INFO - Epoch [187][2640/3757] lr: 1.734e-02, eta: 2 days, 12:36:17, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.6977, loss_cls: 2.3489, loss: 2.3489, grad_norm: 4.2621 2020-08-05 16:54:08,234 - mmaction - INFO - Epoch [187][2660/3757] lr: 1.734e-02, eta: 2 days, 12:35:59, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.2438, loss: 2.2438, grad_norm: 4.1076 2020-08-05 16:54:24,056 - mmaction - INFO - Epoch [187][2680/3757] lr: 1.734e-02, eta: 2 days, 12:35:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7164, loss_cls: 2.2136, loss: 2.2136, grad_norm: 4.2256 2020-08-05 16:54:39,742 - mmaction - INFO - Epoch [187][2700/3757] lr: 1.734e-02, eta: 2 days, 12:35:23, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7359, loss_cls: 2.1970, loss: 2.1970, grad_norm: 4.2577 2020-08-05 16:54:55,561 - mmaction - INFO - Epoch [187][2720/3757] lr: 1.734e-02, eta: 2 days, 12:35:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7094, loss_cls: 2.3130, loss: 2.3130, grad_norm: 4.2967 2020-08-05 16:55:11,381 - mmaction - INFO - Epoch [187][2740/3757] lr: 1.734e-02, eta: 2 days, 12:34:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7234, loss_cls: 2.2337, loss: 2.2337, grad_norm: 4.1947 2020-08-05 16:55:27,136 - mmaction - INFO - Epoch [187][2760/3757] lr: 1.734e-02, eta: 2 days, 12:34:29, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7227, loss_cls: 2.2426, loss: 2.2426, grad_norm: 4.2134 2020-08-05 16:55:42,889 - mmaction - INFO - Epoch [187][2780/3757] lr: 1.734e-02, eta: 2 days, 12:34:11, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7266, loss_cls: 2.2142, loss: 2.2142, grad_norm: 4.2012 2020-08-05 16:55:58,772 - mmaction - INFO - Epoch [187][2800/3757] lr: 1.734e-02, eta: 2 days, 12:33:54, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7297, loss_cls: 2.2507, loss: 2.2507, grad_norm: 4.3032 2020-08-05 16:56:14,580 - mmaction - INFO - Epoch [187][2820/3757] lr: 1.734e-02, eta: 2 days, 12:33:36, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7125, loss_cls: 2.3267, loss: 2.3267, grad_norm: 4.3409 2020-08-05 16:56:30,330 - mmaction - INFO - Epoch [187][2840/3757] lr: 1.734e-02, eta: 2 days, 12:33:18, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.6922, loss_cls: 2.3749, loss: 2.3749, grad_norm: 4.1917 2020-08-05 16:56:46,118 - mmaction - INFO - Epoch [187][2860/3757] lr: 1.734e-02, eta: 2 days, 12:33:00, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7289, loss_cls: 2.2591, loss: 2.2591, grad_norm: 4.2400 2020-08-05 16:57:01,927 - mmaction - INFO - Epoch [187][2880/3757] lr: 1.734e-02, eta: 2 days, 12:32:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7266, loss_cls: 2.2730, loss: 2.2730, grad_norm: 4.4243 2020-08-05 16:57:17,800 - mmaction - INFO - Epoch [187][2900/3757] lr: 1.734e-02, eta: 2 days, 12:32:24, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7039, loss_cls: 2.3820, loss: 2.3820, grad_norm: 4.3340 2020-08-05 16:57:33,618 - mmaction - INFO - Epoch [187][2920/3757] lr: 1.734e-02, eta: 2 days, 12:32:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7266, loss_cls: 2.2609, loss: 2.2609, grad_norm: 4.2965 2020-08-05 16:57:49,488 - mmaction - INFO - Epoch [187][2940/3757] lr: 1.734e-02, eta: 2 days, 12:31:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7203, loss_cls: 2.2324, loss: 2.2324, grad_norm: 4.1633 2020-08-05 16:58:05,309 - mmaction - INFO - Epoch [187][2960/3757] lr: 1.734e-02, eta: 2 days, 12:31:31, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2909, loss: 2.2909, grad_norm: 4.2815 2020-08-05 16:58:21,121 - mmaction - INFO - Epoch [187][2980/3757] lr: 1.734e-02, eta: 2 days, 12:31:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7344, loss_cls: 2.2609, loss: 2.2609, grad_norm: 4.2191 2020-08-05 16:58:36,976 - mmaction - INFO - Epoch [187][3000/3757] lr: 1.734e-02, eta: 2 days, 12:30:55, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7180, loss_cls: 2.3378, loss: 2.3378, grad_norm: 4.3152 2020-08-05 16:58:52,831 - mmaction - INFO - Epoch [187][3020/3757] lr: 1.734e-02, eta: 2 days, 12:30:37, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7172, loss_cls: 2.2533, loss: 2.2533, grad_norm: 4.2825 2020-08-05 16:59:08,684 - mmaction - INFO - Epoch [187][3040/3757] lr: 1.734e-02, eta: 2 days, 12:30:19, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7203, loss_cls: 2.3304, loss: 2.3304, grad_norm: 4.3378 2020-08-05 16:59:24,548 - mmaction - INFO - Epoch [187][3060/3757] lr: 1.734e-02, eta: 2 days, 12:30:02, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7164, loss_cls: 2.2494, loss: 2.2494, grad_norm: 4.4494 2020-08-05 16:59:40,252 - mmaction - INFO - Epoch [187][3080/3757] lr: 1.734e-02, eta: 2 days, 12:29:44, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7266, loss_cls: 2.2293, loss: 2.2293, grad_norm: 4.4242 2020-08-05 16:59:56,052 - mmaction - INFO - Epoch [187][3100/3757] lr: 1.734e-02, eta: 2 days, 12:29:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7164, loss_cls: 2.2812, loss: 2.2812, grad_norm: 4.2757 2020-08-05 17:00:16,426 - mmaction - INFO - Epoch [187][3120/3757] lr: 1.734e-02, eta: 2 days, 12:29:13, time: 1.017, data_time: 0.010, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7266, loss_cls: 2.2365, loss: 2.2365, grad_norm: 4.2668 2020-08-05 17:00:32,222 - mmaction - INFO - Epoch [187][3140/3757] lr: 1.734e-02, eta: 2 days, 12:28:55, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7352, loss_cls: 2.1842, loss: 2.1842, grad_norm: 4.3856 2020-08-05 17:00:48,072 - mmaction - INFO - Epoch [187][3160/3757] lr: 1.734e-02, eta: 2 days, 12:28:37, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7391, loss_cls: 2.1939, loss: 2.1939, grad_norm: 4.2785 2020-08-05 17:01:03,916 - mmaction - INFO - Epoch [187][3180/3757] lr: 1.734e-02, eta: 2 days, 12:28:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7336, loss_cls: 2.2456, loss: 2.2456, grad_norm: 4.1499 2020-08-05 17:01:19,751 - mmaction - INFO - Epoch [187][3200/3757] lr: 1.734e-02, eta: 2 days, 12:28:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7234, loss_cls: 2.2780, loss: 2.2780, grad_norm: 4.4210 2020-08-05 17:01:35,619 - mmaction - INFO - Epoch [187][3220/3757] lr: 1.734e-02, eta: 2 days, 12:27:44, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7305, loss_cls: 2.2233, loss: 2.2233, grad_norm: 4.2933 2020-08-05 17:01:51,413 - mmaction - INFO - Epoch [187][3240/3757] lr: 1.734e-02, eta: 2 days, 12:27:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7133, loss_cls: 2.2923, loss: 2.2923, grad_norm: 4.4566 2020-08-05 17:02:07,191 - mmaction - INFO - Epoch [187][3260/3757] lr: 1.734e-02, eta: 2 days, 12:27:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7164, loss_cls: 2.2920, loss: 2.2920, grad_norm: 4.3213 2020-08-05 17:02:22,997 - mmaction - INFO - Epoch [187][3280/3757] lr: 1.734e-02, eta: 2 days, 12:26:50, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7164, loss_cls: 2.2475, loss: 2.2475, grad_norm: 4.3382 2020-08-05 17:02:38,710 - mmaction - INFO - Epoch [187][3300/3757] lr: 1.734e-02, eta: 2 days, 12:26:32, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7117, loss_cls: 2.2980, loss: 2.2980, grad_norm: 4.2562 2020-08-05 17:02:54,535 - mmaction - INFO - Epoch [187][3320/3757] lr: 1.734e-02, eta: 2 days, 12:26:14, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7156, loss_cls: 2.2677, loss: 2.2677, grad_norm: 4.2056 2020-08-05 17:03:10,310 - mmaction - INFO - Epoch [187][3340/3757] lr: 1.734e-02, eta: 2 days, 12:25:57, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7414, loss_cls: 2.2547, loss: 2.2547, grad_norm: 4.2808 2020-08-05 17:03:26,239 - mmaction - INFO - Epoch [187][3360/3757] lr: 1.734e-02, eta: 2 days, 12:25:39, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7227, loss_cls: 2.2408, loss: 2.2408, grad_norm: 4.2776 2020-08-05 17:03:41,947 - mmaction - INFO - Epoch [187][3380/3757] lr: 1.734e-02, eta: 2 days, 12:25:21, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7305, loss_cls: 2.2441, loss: 2.2441, grad_norm: 4.2480 2020-08-05 17:03:57,780 - mmaction - INFO - Epoch [187][3400/3757] lr: 1.734e-02, eta: 2 days, 12:25:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4609, top5_acc: 0.6992, loss_cls: 2.4031, loss: 2.4031, grad_norm: 4.3856 2020-08-05 17:04:13,528 - mmaction - INFO - Epoch [187][3420/3757] lr: 1.734e-02, eta: 2 days, 12:24:45, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7141, loss_cls: 2.2664, loss: 2.2664, grad_norm: 4.2851 2020-08-05 17:04:29,352 - mmaction - INFO - Epoch [187][3440/3757] lr: 1.734e-02, eta: 2 days, 12:24:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7305, loss_cls: 2.2290, loss: 2.2290, grad_norm: 4.1766 2020-08-05 17:04:45,181 - mmaction - INFO - Epoch [187][3460/3757] lr: 1.734e-02, eta: 2 days, 12:24:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7102, loss_cls: 2.2458, loss: 2.2458, grad_norm: 4.2946 2020-08-05 17:05:01,025 - mmaction - INFO - Epoch [187][3480/3757] lr: 1.734e-02, eta: 2 days, 12:23:52, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7141, loss_cls: 2.2227, loss: 2.2227, grad_norm: 4.2162 2020-08-05 17:05:16,828 - mmaction - INFO - Epoch [187][3500/3757] lr: 1.734e-02, eta: 2 days, 12:23:34, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7141, loss_cls: 2.2692, loss: 2.2692, grad_norm: 4.2392 2020-08-05 17:05:32,687 - mmaction - INFO - Epoch [187][3520/3757] lr: 1.734e-02, eta: 2 days, 12:23:16, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7297, loss_cls: 2.1468, loss: 2.1468, grad_norm: 4.1037 2020-08-05 17:05:48,522 - mmaction - INFO - Epoch [187][3540/3757] lr: 1.734e-02, eta: 2 days, 12:22:58, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7266, loss_cls: 2.2613, loss: 2.2613, grad_norm: 4.2811 2020-08-05 17:06:04,383 - mmaction - INFO - Epoch [187][3560/3757] lr: 1.734e-02, eta: 2 days, 12:22:40, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4531, top5_acc: 0.7047, loss_cls: 2.4097, loss: 2.4097, grad_norm: 4.3255 2020-08-05 17:06:20,231 - mmaction - INFO - Epoch [187][3580/3757] lr: 1.734e-02, eta: 2 days, 12:22:22, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7461, loss_cls: 2.1875, loss: 2.1875, grad_norm: 4.2131 2020-08-05 17:06:36,135 - mmaction - INFO - Epoch [187][3600/3757] lr: 1.734e-02, eta: 2 days, 12:22:05, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.2104, loss: 2.2104, grad_norm: 4.2791 2020-08-05 17:06:51,858 - mmaction - INFO - Epoch [187][3620/3757] lr: 1.734e-02, eta: 2 days, 12:21:47, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7109, loss_cls: 2.3358, loss: 2.3358, grad_norm: 4.3367 2020-08-05 17:07:07,679 - mmaction - INFO - Epoch [187][3640/3757] lr: 1.734e-02, eta: 2 days, 12:21:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7164, loss_cls: 2.2986, loss: 2.2986, grad_norm: 4.2304 2020-08-05 17:07:23,517 - mmaction - INFO - Epoch [187][3660/3757] lr: 1.734e-02, eta: 2 days, 12:21:11, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7063, loss_cls: 2.3155, loss: 2.3155, grad_norm: 4.2236 2020-08-05 17:07:39,363 - mmaction - INFO - Epoch [187][3680/3757] lr: 1.734e-02, eta: 2 days, 12:20:53, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2560, loss: 2.2560, grad_norm: 4.3321 2020-08-05 17:07:55,186 - mmaction - INFO - Epoch [187][3700/3757] lr: 1.734e-02, eta: 2 days, 12:20:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4523, top5_acc: 0.6867, loss_cls: 2.4019, loss: 2.4019, grad_norm: 4.3881 2020-08-05 17:08:11,074 - mmaction - INFO - Epoch [187][3720/3757] lr: 1.734e-02, eta: 2 days, 12:20:18, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7109, loss_cls: 2.3264, loss: 2.3264, grad_norm: 4.2135 2020-08-05 17:08:26,870 - mmaction - INFO - Epoch [187][3740/3757] lr: 1.734e-02, eta: 2 days, 12:20:00, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7359, loss_cls: 2.1818, loss: 2.1818, grad_norm: 4.2993 2020-08-05 17:12:46,924 - mmaction - INFO - Epoch [188][20/3757] lr: 1.688e-02, eta: 2 days, 12:22:57, time: 10.465, data_time: 9.550, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.1697, loss: 2.1697, grad_norm: 4.3853 2020-08-05 17:13:02,842 - mmaction - INFO - Epoch [188][40/3757] lr: 1.688e-02, eta: 2 days, 12:22:39, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7344, loss_cls: 2.1767, loss: 2.1767, grad_norm: 4.1560 2020-08-05 17:13:18,639 - mmaction - INFO - Epoch [188][60/3757] lr: 1.688e-02, eta: 2 days, 12:22:21, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7180, loss_cls: 2.2441, loss: 2.2441, grad_norm: 4.2194 2020-08-05 17:13:34,307 - mmaction - INFO - Epoch [188][80/3757] lr: 1.688e-02, eta: 2 days, 12:22:03, time: 0.784, data_time: 0.002, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7148, loss_cls: 2.3081, loss: 2.3081, grad_norm: 4.2921 2020-08-05 17:13:50,128 - mmaction - INFO - Epoch [188][100/3757] lr: 1.688e-02, eta: 2 days, 12:21:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7320, loss_cls: 2.1535, loss: 2.1535, grad_norm: 4.1008 2020-08-05 17:14:06,000 - mmaction - INFO - Epoch [188][120/3757] lr: 1.688e-02, eta: 2 days, 12:21:28, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7070, loss_cls: 2.3099, loss: 2.3099, grad_norm: 4.2503 2020-08-05 17:14:21,905 - mmaction - INFO - Epoch [188][140/3757] lr: 1.688e-02, eta: 2 days, 12:21:10, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7352, loss_cls: 2.1391, loss: 2.1391, grad_norm: 4.1832 2020-08-05 17:14:37,748 - mmaction - INFO - Epoch [188][160/3757] lr: 1.688e-02, eta: 2 days, 12:20:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7266, loss_cls: 2.2385, loss: 2.2385, grad_norm: 4.3910 2020-08-05 17:14:53,656 - mmaction - INFO - Epoch [188][180/3757] lr: 1.688e-02, eta: 2 days, 12:20:34, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7156, loss_cls: 2.2929, loss: 2.2929, grad_norm: 4.3604 2020-08-05 17:15:09,553 - mmaction - INFO - Epoch [188][200/3757] lr: 1.688e-02, eta: 2 days, 12:20:16, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.1662, loss: 2.1662, grad_norm: 4.3220 2020-08-05 17:15:25,379 - mmaction - INFO - Epoch [188][220/3757] lr: 1.688e-02, eta: 2 days, 12:19:59, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7250, loss_cls: 2.2145, loss: 2.2145, grad_norm: 4.1891 2020-08-05 17:15:41,296 - mmaction - INFO - Epoch [188][240/3757] lr: 1.688e-02, eta: 2 days, 12:19:41, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7453, loss_cls: 2.1313, loss: 2.1313, grad_norm: 4.1911 2020-08-05 17:15:57,067 - mmaction - INFO - Epoch [188][260/3757] lr: 1.688e-02, eta: 2 days, 12:19:23, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7352, loss_cls: 2.2400, loss: 2.2400, grad_norm: 4.2893 2020-08-05 17:16:12,960 - mmaction - INFO - Epoch [188][280/3757] lr: 1.688e-02, eta: 2 days, 12:19:05, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1323, loss: 2.1323, grad_norm: 4.2864 2020-08-05 17:16:28,809 - mmaction - INFO - Epoch [188][300/3757] lr: 1.688e-02, eta: 2 days, 12:18:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7156, loss_cls: 2.2622, loss: 2.2622, grad_norm: 4.3559 2020-08-05 17:16:44,574 - mmaction - INFO - Epoch [188][320/3757] lr: 1.688e-02, eta: 2 days, 12:18:29, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7445, loss_cls: 2.0984, loss: 2.0984, grad_norm: 4.2340 2020-08-05 17:17:00,445 - mmaction - INFO - Epoch [188][340/3757] lr: 1.688e-02, eta: 2 days, 12:18:11, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7422, loss_cls: 2.2303, loss: 2.2303, grad_norm: 4.3820 2020-08-05 17:17:16,166 - mmaction - INFO - Epoch [188][360/3757] lr: 1.688e-02, eta: 2 days, 12:17:53, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7508, loss_cls: 2.1731, loss: 2.1731, grad_norm: 4.4061 2020-08-05 17:17:32,013 - mmaction - INFO - Epoch [188][380/3757] lr: 1.688e-02, eta: 2 days, 12:17:36, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7055, loss_cls: 2.3087, loss: 2.3087, grad_norm: 4.3730 2020-08-05 17:17:47,910 - mmaction - INFO - Epoch [188][400/3757] lr: 1.688e-02, eta: 2 days, 12:17:18, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7367, loss_cls: 2.1804, loss: 2.1804, grad_norm: 4.3680 2020-08-05 17:18:03,714 - mmaction - INFO - Epoch [188][420/3757] lr: 1.688e-02, eta: 2 days, 12:17:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7391, loss_cls: 2.1911, loss: 2.1911, grad_norm: 4.4406 2020-08-05 17:18:19,542 - mmaction - INFO - Epoch [188][440/3757] lr: 1.688e-02, eta: 2 days, 12:16:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7234, loss_cls: 2.3154, loss: 2.3154, grad_norm: 4.5369 2020-08-05 17:18:35,451 - mmaction - INFO - Epoch [188][460/3757] lr: 1.688e-02, eta: 2 days, 12:16:24, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7234, loss_cls: 2.2730, loss: 2.2730, grad_norm: 4.3424 2020-08-05 17:18:51,332 - mmaction - INFO - Epoch [188][480/3757] lr: 1.688e-02, eta: 2 days, 12:16:06, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7258, loss_cls: 2.3278, loss: 2.3278, grad_norm: 4.3988 2020-08-05 17:19:07,107 - mmaction - INFO - Epoch [188][500/3757] lr: 1.688e-02, eta: 2 days, 12:15:49, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.2672, loss: 2.2672, grad_norm: 4.3694 2020-08-05 17:19:22,896 - mmaction - INFO - Epoch [188][520/3757] lr: 1.688e-02, eta: 2 days, 12:15:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7242, loss_cls: 2.2880, loss: 2.2880, grad_norm: 4.4478 2020-08-05 17:19:38,734 - mmaction - INFO - Epoch [188][540/3757] lr: 1.688e-02, eta: 2 days, 12:15:13, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7227, loss_cls: 2.2804, loss: 2.2804, grad_norm: 4.3099 2020-08-05 17:19:54,556 - mmaction - INFO - Epoch [188][560/3757] lr: 1.688e-02, eta: 2 days, 12:14:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7211, loss_cls: 2.3008, loss: 2.3008, grad_norm: 4.4307 2020-08-05 17:20:10,416 - mmaction - INFO - Epoch [188][580/3757] lr: 1.688e-02, eta: 2 days, 12:14:37, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7383, loss_cls: 2.1892, loss: 2.1892, grad_norm: 4.1567 2020-08-05 17:20:26,210 - mmaction - INFO - Epoch [188][600/3757] lr: 1.688e-02, eta: 2 days, 12:14:19, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7414, loss_cls: 2.1285, loss: 2.1285, grad_norm: 4.1574 2020-08-05 17:20:42,064 - mmaction - INFO - Epoch [188][620/3757] lr: 1.688e-02, eta: 2 days, 12:14:01, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7242, loss_cls: 2.2161, loss: 2.2161, grad_norm: 4.2511 2020-08-05 17:20:57,868 - mmaction - INFO - Epoch [188][640/3757] lr: 1.688e-02, eta: 2 days, 12:13:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7195, loss_cls: 2.2509, loss: 2.2509, grad_norm: 4.3914 2020-08-05 17:21:13,613 - mmaction - INFO - Epoch [188][660/3757] lr: 1.688e-02, eta: 2 days, 12:13:26, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7305, loss_cls: 2.2674, loss: 2.2674, grad_norm: 4.4498 2020-08-05 17:21:29,432 - mmaction - INFO - Epoch [188][680/3757] lr: 1.688e-02, eta: 2 days, 12:13:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7383, loss_cls: 2.2257, loss: 2.2257, grad_norm: 4.3818 2020-08-05 17:21:45,274 - mmaction - INFO - Epoch [188][700/3757] lr: 1.688e-02, eta: 2 days, 12:12:50, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7211, loss_cls: 2.3266, loss: 2.3266, grad_norm: 4.3306 2020-08-05 17:22:01,050 - mmaction - INFO - Epoch [188][720/3757] lr: 1.688e-02, eta: 2 days, 12:12:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7203, loss_cls: 2.2078, loss: 2.2078, grad_norm: 4.1523 2020-08-05 17:22:16,862 - mmaction - INFO - Epoch [188][740/3757] lr: 1.688e-02, eta: 2 days, 12:12:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7383, loss_cls: 2.1655, loss: 2.1655, grad_norm: 4.3066 2020-08-05 17:22:32,611 - mmaction - INFO - Epoch [188][760/3757] lr: 1.688e-02, eta: 2 days, 12:11:56, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7305, loss_cls: 2.2461, loss: 2.2461, grad_norm: 4.3970 2020-08-05 17:22:48,438 - mmaction - INFO - Epoch [188][780/3757] lr: 1.688e-02, eta: 2 days, 12:11:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4555, top5_acc: 0.7180, loss_cls: 2.3266, loss: 2.3266, grad_norm: 4.4554 2020-08-05 17:23:04,241 - mmaction - INFO - Epoch [188][800/3757] lr: 1.688e-02, eta: 2 days, 12:11:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7336, loss_cls: 2.1946, loss: 2.1946, grad_norm: 4.2274 2020-08-05 17:23:20,079 - mmaction - INFO - Epoch [188][820/3757] lr: 1.688e-02, eta: 2 days, 12:11:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.2276, loss: 2.2276, grad_norm: 4.3307 2020-08-05 17:23:35,951 - mmaction - INFO - Epoch [188][840/3757] lr: 1.688e-02, eta: 2 days, 12:10:45, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7359, loss_cls: 2.2620, loss: 2.2620, grad_norm: 4.4138 2020-08-05 17:23:51,835 - mmaction - INFO - Epoch [188][860/3757] lr: 1.688e-02, eta: 2 days, 12:10:27, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7320, loss_cls: 2.1850, loss: 2.1850, grad_norm: 4.3074 2020-08-05 17:24:07,620 - mmaction - INFO - Epoch [188][880/3757] lr: 1.688e-02, eta: 2 days, 12:10:09, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7133, loss_cls: 2.3003, loss: 2.3003, grad_norm: 4.3492 2020-08-05 17:24:23,411 - mmaction - INFO - Epoch [188][900/3757] lr: 1.688e-02, eta: 2 days, 12:09:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7375, loss_cls: 2.1941, loss: 2.1941, grad_norm: 4.3351 2020-08-05 17:24:39,283 - mmaction - INFO - Epoch [188][920/3757] lr: 1.688e-02, eta: 2 days, 12:09:33, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7367, loss_cls: 2.2284, loss: 2.2284, grad_norm: 4.4064 2020-08-05 17:24:55,158 - mmaction - INFO - Epoch [188][940/3757] lr: 1.688e-02, eta: 2 days, 12:09:15, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7352, loss_cls: 2.1629, loss: 2.1629, grad_norm: 4.2696 2020-08-05 17:25:11,035 - mmaction - INFO - Epoch [188][960/3757] lr: 1.688e-02, eta: 2 days, 12:08:58, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7078, loss_cls: 2.3474, loss: 2.3474, grad_norm: 4.3261 2020-08-05 17:25:27,209 - mmaction - INFO - Epoch [188][980/3757] lr: 1.688e-02, eta: 2 days, 12:08:40, time: 0.808, data_time: 0.015, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.2863, loss: 2.2863, grad_norm: 4.3494 2020-08-05 17:25:43,061 - mmaction - INFO - Epoch [188][1000/3757] lr: 1.688e-02, eta: 2 days, 12:08:22, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7078, loss_cls: 2.2868, loss: 2.2868, grad_norm: 4.3899 2020-08-05 17:25:58,980 - mmaction - INFO - Epoch [188][1020/3757] lr: 1.688e-02, eta: 2 days, 12:08:05, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7117, loss_cls: 2.2783, loss: 2.2783, grad_norm: 4.3510 2020-08-05 17:26:14,757 - mmaction - INFO - Epoch [188][1040/3757] lr: 1.688e-02, eta: 2 days, 12:07:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7188, loss_cls: 2.2629, loss: 2.2629, grad_norm: 4.4650 2020-08-05 17:26:30,663 - mmaction - INFO - Epoch [188][1060/3757] lr: 1.688e-02, eta: 2 days, 12:07:29, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7570, loss_cls: 2.0934, loss: 2.0934, grad_norm: 4.1741 2020-08-05 17:26:46,481 - mmaction - INFO - Epoch [188][1080/3757] lr: 1.688e-02, eta: 2 days, 12:07:11, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7469, loss_cls: 2.1711, loss: 2.1711, grad_norm: 4.3764 2020-08-05 17:27:02,327 - mmaction - INFO - Epoch [188][1100/3757] lr: 1.688e-02, eta: 2 days, 12:06:53, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7234, loss_cls: 2.2406, loss: 2.2406, grad_norm: 4.3354 2020-08-05 17:27:18,140 - mmaction - INFO - Epoch [188][1120/3757] lr: 1.688e-02, eta: 2 days, 12:06:35, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7055, loss_cls: 2.2815, loss: 2.2815, grad_norm: 4.3330 2020-08-05 17:27:34,076 - mmaction - INFO - Epoch [188][1140/3757] lr: 1.688e-02, eta: 2 days, 12:06:18, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7352, loss_cls: 2.1923, loss: 2.1923, grad_norm: 4.2702 2020-08-05 17:27:49,876 - mmaction - INFO - Epoch [188][1160/3757] lr: 1.688e-02, eta: 2 days, 12:06:00, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7219, loss_cls: 2.2128, loss: 2.2128, grad_norm: 4.1479 2020-08-05 17:28:05,858 - mmaction - INFO - Epoch [188][1180/3757] lr: 1.688e-02, eta: 2 days, 12:05:42, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2800, loss: 2.2800, grad_norm: 4.3088 2020-08-05 17:28:21,695 - mmaction - INFO - Epoch [188][1200/3757] lr: 1.688e-02, eta: 2 days, 12:05:24, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7125, loss_cls: 2.3159, loss: 2.3159, grad_norm: 4.2778 2020-08-05 17:28:37,523 - mmaction - INFO - Epoch [188][1220/3757] lr: 1.688e-02, eta: 2 days, 12:05:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7328, loss_cls: 2.2023, loss: 2.2023, grad_norm: 4.2971 2020-08-05 17:28:53,319 - mmaction - INFO - Epoch [188][1240/3757] lr: 1.688e-02, eta: 2 days, 12:04:48, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7305, loss_cls: 2.2422, loss: 2.2422, grad_norm: 4.4524 2020-08-05 17:29:09,264 - mmaction - INFO - Epoch [188][1260/3757] lr: 1.688e-02, eta: 2 days, 12:04:31, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7328, loss_cls: 2.1812, loss: 2.1812, grad_norm: 4.3535 2020-08-05 17:29:24,968 - mmaction - INFO - Epoch [188][1280/3757] lr: 1.688e-02, eta: 2 days, 12:04:13, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7406, loss_cls: 2.1067, loss: 2.1067, grad_norm: 4.1558 2020-08-05 17:29:40,897 - mmaction - INFO - Epoch [188][1300/3757] lr: 1.688e-02, eta: 2 days, 12:03:55, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7195, loss_cls: 2.3104, loss: 2.3104, grad_norm: 4.3286 2020-08-05 17:29:56,680 - mmaction - INFO - Epoch [188][1320/3757] lr: 1.688e-02, eta: 2 days, 12:03:37, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7438, loss_cls: 2.1566, loss: 2.1566, grad_norm: 4.2005 2020-08-05 17:30:12,511 - mmaction - INFO - Epoch [188][1340/3757] lr: 1.688e-02, eta: 2 days, 12:03:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7117, loss_cls: 2.2706, loss: 2.2706, grad_norm: 4.4108 2020-08-05 17:30:28,372 - mmaction - INFO - Epoch [188][1360/3757] lr: 1.688e-02, eta: 2 days, 12:03:01, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7203, loss_cls: 2.2021, loss: 2.2021, grad_norm: 4.2880 2020-08-05 17:30:44,072 - mmaction - INFO - Epoch [188][1380/3757] lr: 1.688e-02, eta: 2 days, 12:02:43, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7445, loss_cls: 2.1205, loss: 2.1205, grad_norm: 4.2953 2020-08-05 17:30:59,911 - mmaction - INFO - Epoch [188][1400/3757] lr: 1.688e-02, eta: 2 days, 12:02:26, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7125, loss_cls: 2.3141, loss: 2.3141, grad_norm: 4.3122 2020-08-05 17:31:15,797 - mmaction - INFO - Epoch [188][1420/3757] lr: 1.688e-02, eta: 2 days, 12:02:08, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7320, loss_cls: 2.2462, loss: 2.2462, grad_norm: 4.3249 2020-08-05 17:31:31,664 - mmaction - INFO - Epoch [188][1440/3757] lr: 1.688e-02, eta: 2 days, 12:01:50, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7328, loss_cls: 2.1839, loss: 2.1839, grad_norm: 4.3393 2020-08-05 17:31:47,575 - mmaction - INFO - Epoch [188][1460/3757] lr: 1.688e-02, eta: 2 days, 12:01:32, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7164, loss_cls: 2.2652, loss: 2.2652, grad_norm: 4.3485 2020-08-05 17:32:03,412 - mmaction - INFO - Epoch [188][1480/3757] lr: 1.688e-02, eta: 2 days, 12:01:14, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7250, loss_cls: 2.2141, loss: 2.2141, grad_norm: 4.2177 2020-08-05 17:32:19,259 - mmaction - INFO - Epoch [188][1500/3757] lr: 1.688e-02, eta: 2 days, 12:00:57, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7289, loss_cls: 2.1775, loss: 2.1775, grad_norm: 4.3107 2020-08-05 17:32:35,198 - mmaction - INFO - Epoch [188][1520/3757] lr: 1.688e-02, eta: 2 days, 12:00:39, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1855, loss: 2.1855, grad_norm: 4.2502 2020-08-05 17:32:51,103 - mmaction - INFO - Epoch [188][1540/3757] lr: 1.688e-02, eta: 2 days, 12:00:21, time: 0.797, data_time: 0.006, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7172, loss_cls: 2.2494, loss: 2.2494, grad_norm: 4.3149 2020-08-05 17:33:06,979 - mmaction - INFO - Epoch [188][1560/3757] lr: 1.688e-02, eta: 2 days, 12:00:03, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7133, loss_cls: 2.2913, loss: 2.2913, grad_norm: 4.1499 2020-08-05 17:33:23,034 - mmaction - INFO - Epoch [188][1580/3757] lr: 1.688e-02, eta: 2 days, 11:59:46, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7094, loss_cls: 2.2853, loss: 2.2853, grad_norm: 4.2095 2020-08-05 17:33:39,126 - mmaction - INFO - Epoch [188][1600/3757] lr: 1.688e-02, eta: 2 days, 11:59:28, time: 0.804, data_time: 0.005, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7266, loss_cls: 2.1771, loss: 2.1771, grad_norm: 4.1510 2020-08-05 17:33:55,213 - mmaction - INFO - Epoch [188][1620/3757] lr: 1.688e-02, eta: 2 days, 11:59:11, time: 0.805, data_time: 0.005, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7352, loss_cls: 2.2139, loss: 2.2139, grad_norm: 4.1882 2020-08-05 17:34:11,248 - mmaction - INFO - Epoch [188][1640/3757] lr: 1.688e-02, eta: 2 days, 11:58:53, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7273, loss_cls: 2.2060, loss: 2.2060, grad_norm: 4.3342 2020-08-05 17:34:27,250 - mmaction - INFO - Epoch [188][1660/3757] lr: 1.688e-02, eta: 2 days, 11:58:35, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7344, loss_cls: 2.2071, loss: 2.2071, grad_norm: 4.3237 2020-08-05 17:34:43,287 - mmaction - INFO - Epoch [188][1680/3757] lr: 1.688e-02, eta: 2 days, 11:58:18, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7102, loss_cls: 2.3418, loss: 2.3418, grad_norm: 4.5240 2020-08-05 17:34:59,316 - mmaction - INFO - Epoch [188][1700/3757] lr: 1.688e-02, eta: 2 days, 11:58:00, time: 0.804, data_time: 0.005, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7367, loss_cls: 2.1965, loss: 2.1965, grad_norm: 4.2020 2020-08-05 17:35:15,216 - mmaction - INFO - Epoch [188][1720/3757] lr: 1.688e-02, eta: 2 days, 11:57:42, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7289, loss_cls: 2.2334, loss: 2.2334, grad_norm: 4.3734 2020-08-05 17:35:31,436 - mmaction - INFO - Epoch [188][1740/3757] lr: 1.688e-02, eta: 2 days, 11:57:25, time: 0.810, data_time: 0.013, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7266, loss_cls: 2.2667, loss: 2.2667, grad_norm: 4.4192 2020-08-05 17:35:47,194 - mmaction - INFO - Epoch [188][1760/3757] lr: 1.688e-02, eta: 2 days, 11:57:07, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6984, loss_cls: 2.3413, loss: 2.3413, grad_norm: 4.4681 2020-08-05 17:36:03,022 - mmaction - INFO - Epoch [188][1780/3757] lr: 1.688e-02, eta: 2 days, 11:56:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.3155, loss: 2.3155, grad_norm: 4.2967 2020-08-05 17:36:18,738 - mmaction - INFO - Epoch [188][1800/3757] lr: 1.688e-02, eta: 2 days, 11:56:31, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7008, loss_cls: 2.3525, loss: 2.3525, grad_norm: 4.4337 2020-08-05 17:36:34,584 - mmaction - INFO - Epoch [188][1820/3757] lr: 1.688e-02, eta: 2 days, 11:56:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7219, loss_cls: 2.2860, loss: 2.2860, grad_norm: 4.4175 2020-08-05 17:36:50,367 - mmaction - INFO - Epoch [188][1840/3757] lr: 1.688e-02, eta: 2 days, 11:55:55, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7227, loss_cls: 2.2553, loss: 2.2553, grad_norm: 4.4692 2020-08-05 17:37:06,234 - mmaction - INFO - Epoch [188][1860/3757] lr: 1.688e-02, eta: 2 days, 11:55:38, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.1940, loss: 2.1940, grad_norm: 4.2704 2020-08-05 17:37:22,040 - mmaction - INFO - Epoch [188][1880/3757] lr: 1.688e-02, eta: 2 days, 11:55:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7344, loss_cls: 2.2247, loss: 2.2247, grad_norm: 4.3988 2020-08-05 17:37:37,879 - mmaction - INFO - Epoch [188][1900/3757] lr: 1.688e-02, eta: 2 days, 11:55:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7273, loss_cls: 2.2040, loss: 2.2040, grad_norm: 4.3393 2020-08-05 17:37:53,696 - mmaction - INFO - Epoch [188][1920/3757] lr: 1.688e-02, eta: 2 days, 11:54:44, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7227, loss_cls: 2.2159, loss: 2.2159, grad_norm: 4.1983 2020-08-05 17:38:09,495 - mmaction - INFO - Epoch [188][1940/3757] lr: 1.688e-02, eta: 2 days, 11:54:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7344, loss_cls: 2.2316, loss: 2.2316, grad_norm: 4.2348 2020-08-05 17:38:25,316 - mmaction - INFO - Epoch [188][1960/3757] lr: 1.688e-02, eta: 2 days, 11:54:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7148, loss_cls: 2.2800, loss: 2.2800, grad_norm: 4.4099 2020-08-05 17:38:41,141 - mmaction - INFO - Epoch [188][1980/3757] lr: 1.688e-02, eta: 2 days, 11:53:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7297, loss_cls: 2.1913, loss: 2.1913, grad_norm: 4.3420 2020-08-05 17:38:56,951 - mmaction - INFO - Epoch [188][2000/3757] lr: 1.688e-02, eta: 2 days, 11:53:33, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4602, top5_acc: 0.6922, loss_cls: 2.3918, loss: 2.3918, grad_norm: 4.3725 2020-08-05 17:39:12,818 - mmaction - INFO - Epoch [188][2020/3757] lr: 1.688e-02, eta: 2 days, 11:53:15, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7242, loss_cls: 2.2195, loss: 2.2195, grad_norm: 4.3273 2020-08-05 17:39:28,648 - mmaction - INFO - Epoch [188][2040/3757] lr: 1.688e-02, eta: 2 days, 11:52:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7031, loss_cls: 2.2981, loss: 2.2981, grad_norm: 4.3196 2020-08-05 17:39:44,505 - mmaction - INFO - Epoch [188][2060/3757] lr: 1.688e-02, eta: 2 days, 11:52:39, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7297, loss_cls: 2.2263, loss: 2.2263, grad_norm: 4.3631 2020-08-05 17:40:00,351 - mmaction - INFO - Epoch [188][2080/3757] lr: 1.688e-02, eta: 2 days, 11:52:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7266, loss_cls: 2.2516, loss: 2.2516, grad_norm: 4.3669 2020-08-05 17:40:16,213 - mmaction - INFO - Epoch [188][2100/3757] lr: 1.688e-02, eta: 2 days, 11:52:04, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7047, loss_cls: 2.2942, loss: 2.2942, grad_norm: 4.3033 2020-08-05 17:40:31,968 - mmaction - INFO - Epoch [188][2120/3757] lr: 1.688e-02, eta: 2 days, 11:51:46, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7203, loss_cls: 2.2719, loss: 2.2719, grad_norm: 4.1692 2020-08-05 17:40:47,799 - mmaction - INFO - Epoch [188][2140/3757] lr: 1.688e-02, eta: 2 days, 11:51:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7195, loss_cls: 2.2941, loss: 2.2941, grad_norm: 4.2451 2020-08-05 17:41:03,693 - mmaction - INFO - Epoch [188][2160/3757] lr: 1.688e-02, eta: 2 days, 11:51:10, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.3380, loss: 2.3380, grad_norm: 4.4670 2020-08-05 17:41:19,466 - mmaction - INFO - Epoch [188][2180/3757] lr: 1.688e-02, eta: 2 days, 11:50:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7172, loss_cls: 2.3396, loss: 2.3396, grad_norm: 4.4772 2020-08-05 17:41:35,312 - mmaction - INFO - Epoch [188][2200/3757] lr: 1.688e-02, eta: 2 days, 11:50:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7375, loss_cls: 2.1168, loss: 2.1168, grad_norm: 4.1922 2020-08-05 17:41:51,074 - mmaction - INFO - Epoch [188][2220/3757] lr: 1.688e-02, eta: 2 days, 11:50:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.1581, loss: 2.1581, grad_norm: 4.3149 2020-08-05 17:42:06,919 - mmaction - INFO - Epoch [188][2240/3757] lr: 1.688e-02, eta: 2 days, 11:49:59, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7258, loss_cls: 2.2697, loss: 2.2697, grad_norm: 4.3420 2020-08-05 17:42:22,719 - mmaction - INFO - Epoch [188][2260/3757] lr: 1.688e-02, eta: 2 days, 11:49:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7383, loss_cls: 2.2068, loss: 2.2068, grad_norm: 4.2805 2020-08-05 17:42:38,555 - mmaction - INFO - Epoch [188][2280/3757] lr: 1.688e-02, eta: 2 days, 11:49:23, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7195, loss_cls: 2.2954, loss: 2.2954, grad_norm: 4.2577 2020-08-05 17:42:54,415 - mmaction - INFO - Epoch [188][2300/3757] lr: 1.688e-02, eta: 2 days, 11:49:05, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7266, loss_cls: 2.2328, loss: 2.2328, grad_norm: 4.3264 2020-08-05 17:43:10,169 - mmaction - INFO - Epoch [188][2320/3757] lr: 1.688e-02, eta: 2 days, 11:48:47, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7477, loss_cls: 2.1427, loss: 2.1427, grad_norm: 4.3979 2020-08-05 17:43:26,041 - mmaction - INFO - Epoch [188][2340/3757] lr: 1.688e-02, eta: 2 days, 11:48:29, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4625, top5_acc: 0.7203, loss_cls: 2.2851, loss: 2.2851, grad_norm: 4.4460 2020-08-05 17:43:41,890 - mmaction - INFO - Epoch [188][2360/3757] lr: 1.688e-02, eta: 2 days, 11:48:12, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7039, loss_cls: 2.3103, loss: 2.3103, grad_norm: 4.3111 2020-08-05 17:43:57,696 - mmaction - INFO - Epoch [188][2380/3757] lr: 1.688e-02, eta: 2 days, 11:47:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7133, loss_cls: 2.2495, loss: 2.2495, grad_norm: 4.2611 2020-08-05 17:44:13,485 - mmaction - INFO - Epoch [188][2400/3757] lr: 1.688e-02, eta: 2 days, 11:47:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.2590, loss: 2.2590, grad_norm: 4.4586 2020-08-05 17:44:29,266 - mmaction - INFO - Epoch [188][2420/3757] lr: 1.688e-02, eta: 2 days, 11:47:18, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7164, loss_cls: 2.3053, loss: 2.3053, grad_norm: 4.4169 2020-08-05 17:44:45,089 - mmaction - INFO - Epoch [188][2440/3757] lr: 1.688e-02, eta: 2 days, 11:47:00, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7141, loss_cls: 2.3035, loss: 2.3035, grad_norm: 4.4821 2020-08-05 17:45:00,845 - mmaction - INFO - Epoch [188][2460/3757] lr: 1.688e-02, eta: 2 days, 11:46:42, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7219, loss_cls: 2.2695, loss: 2.2695, grad_norm: 4.2905 2020-08-05 17:45:16,651 - mmaction - INFO - Epoch [188][2480/3757] lr: 1.688e-02, eta: 2 days, 11:46:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4477, top5_acc: 0.7172, loss_cls: 2.3417, loss: 2.3417, grad_norm: 4.4181 2020-08-05 17:45:32,599 - mmaction - INFO - Epoch [188][2500/3757] lr: 1.688e-02, eta: 2 days, 11:46:07, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7242, loss_cls: 2.3546, loss: 2.3546, grad_norm: 4.4624 2020-08-05 17:45:48,387 - mmaction - INFO - Epoch [188][2520/3757] lr: 1.688e-02, eta: 2 days, 11:45:49, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7273, loss_cls: 2.3004, loss: 2.3004, grad_norm: 4.2245 2020-08-05 17:46:04,241 - mmaction - INFO - Epoch [188][2540/3757] lr: 1.688e-02, eta: 2 days, 11:45:31, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7227, loss_cls: 2.2736, loss: 2.2736, grad_norm: 4.3058 2020-08-05 17:46:20,060 - mmaction - INFO - Epoch [188][2560/3757] lr: 1.688e-02, eta: 2 days, 11:45:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7195, loss_cls: 2.2226, loss: 2.2226, grad_norm: 4.2033 2020-08-05 17:46:35,888 - mmaction - INFO - Epoch [188][2580/3757] lr: 1.688e-02, eta: 2 days, 11:44:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7305, loss_cls: 2.2675, loss: 2.2675, grad_norm: 4.3480 2020-08-05 17:46:51,680 - mmaction - INFO - Epoch [188][2600/3757] lr: 1.688e-02, eta: 2 days, 11:44:37, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1785, loss: 2.1785, grad_norm: 4.3061 2020-08-05 17:47:07,592 - mmaction - INFO - Epoch [188][2620/3757] lr: 1.688e-02, eta: 2 days, 11:44:20, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.2965, loss: 2.2965, grad_norm: 4.3556 2020-08-05 17:47:23,355 - mmaction - INFO - Epoch [188][2640/3757] lr: 1.688e-02, eta: 2 days, 11:44:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7195, loss_cls: 2.2858, loss: 2.2858, grad_norm: 4.2963 2020-08-05 17:47:39,227 - mmaction - INFO - Epoch [188][2660/3757] lr: 1.688e-02, eta: 2 days, 11:43:44, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7258, loss_cls: 2.2907, loss: 2.2907, grad_norm: 4.2822 2020-08-05 17:47:55,042 - mmaction - INFO - Epoch [188][2680/3757] lr: 1.688e-02, eta: 2 days, 11:43:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7344, loss_cls: 2.2339, loss: 2.2339, grad_norm: 4.2118 2020-08-05 17:48:10,868 - mmaction - INFO - Epoch [188][2700/3757] lr: 1.688e-02, eta: 2 days, 11:43:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7289, loss_cls: 2.2247, loss: 2.2247, grad_norm: 4.2549 2020-08-05 17:48:26,609 - mmaction - INFO - Epoch [188][2720/3757] lr: 1.688e-02, eta: 2 days, 11:42:50, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7219, loss_cls: 2.2118, loss: 2.2118, grad_norm: 4.3585 2020-08-05 17:48:42,375 - mmaction - INFO - Epoch [188][2740/3757] lr: 1.688e-02, eta: 2 days, 11:42:33, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7359, loss_cls: 2.2489, loss: 2.2489, grad_norm: 4.2849 2020-08-05 17:48:58,140 - mmaction - INFO - Epoch [188][2760/3757] lr: 1.688e-02, eta: 2 days, 11:42:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7242, loss_cls: 2.2494, loss: 2.2494, grad_norm: 4.2842 2020-08-05 17:49:13,931 - mmaction - INFO - Epoch [188][2780/3757] lr: 1.688e-02, eta: 2 days, 11:41:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7414, loss_cls: 2.1672, loss: 2.1672, grad_norm: 4.3793 2020-08-05 17:49:29,768 - mmaction - INFO - Epoch [188][2800/3757] lr: 1.688e-02, eta: 2 days, 11:41:39, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7273, loss_cls: 2.1848, loss: 2.1848, grad_norm: 4.2431 2020-08-05 17:49:45,566 - mmaction - INFO - Epoch [188][2820/3757] lr: 1.688e-02, eta: 2 days, 11:41:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4594, top5_acc: 0.7133, loss_cls: 2.3491, loss: 2.3491, grad_norm: 4.4213 2020-08-05 17:50:01,372 - mmaction - INFO - Epoch [188][2840/3757] lr: 1.688e-02, eta: 2 days, 11:41:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7320, loss_cls: 2.2533, loss: 2.2533, grad_norm: 4.3551 2020-08-05 17:50:17,285 - mmaction - INFO - Epoch [188][2860/3757] lr: 1.688e-02, eta: 2 days, 11:40:46, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7164, loss_cls: 2.2616, loss: 2.2616, grad_norm: 4.3881 2020-08-05 17:50:33,256 - mmaction - INFO - Epoch [188][2880/3757] lr: 1.688e-02, eta: 2 days, 11:40:28, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7258, loss_cls: 2.2905, loss: 2.2905, grad_norm: 4.3690 2020-08-05 17:50:49,351 - mmaction - INFO - Epoch [188][2900/3757] lr: 1.688e-02, eta: 2 days, 11:40:10, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7305, loss_cls: 2.2122, loss: 2.2122, grad_norm: 4.2605 2020-08-05 17:51:05,370 - mmaction - INFO - Epoch [188][2920/3757] lr: 1.688e-02, eta: 2 days, 11:39:53, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7297, loss_cls: 2.2144, loss: 2.2144, grad_norm: 4.3712 2020-08-05 17:51:21,285 - mmaction - INFO - Epoch [188][2940/3757] lr: 1.688e-02, eta: 2 days, 11:39:35, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7391, loss_cls: 2.1770, loss: 2.1770, grad_norm: 4.2949 2020-08-05 17:51:37,221 - mmaction - INFO - Epoch [188][2960/3757] lr: 1.688e-02, eta: 2 days, 11:39:17, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7078, loss_cls: 2.2911, loss: 2.2911, grad_norm: 4.3465 2020-08-05 17:51:53,147 - mmaction - INFO - Epoch [188][2980/3757] lr: 1.688e-02, eta: 2 days, 11:39:00, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7219, loss_cls: 2.1917, loss: 2.1917, grad_norm: 4.2749 2020-08-05 17:52:09,006 - mmaction - INFO - Epoch [188][3000/3757] lr: 1.688e-02, eta: 2 days, 11:38:42, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1817, loss: 2.1817, grad_norm: 4.3627 2020-08-05 17:52:24,831 - mmaction - INFO - Epoch [188][3020/3757] lr: 1.688e-02, eta: 2 days, 11:38:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.2347, loss: 2.2347, grad_norm: 4.3716 2020-08-05 17:52:40,596 - mmaction - INFO - Epoch [188][3040/3757] lr: 1.688e-02, eta: 2 days, 11:38:06, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7148, loss_cls: 2.2899, loss: 2.2899, grad_norm: 4.2413 2020-08-05 17:52:56,428 - mmaction - INFO - Epoch [188][3060/3757] lr: 1.688e-02, eta: 2 days, 11:37:48, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7148, loss_cls: 2.3232, loss: 2.3232, grad_norm: 4.4264 2020-08-05 17:53:12,233 - mmaction - INFO - Epoch [188][3080/3757] lr: 1.688e-02, eta: 2 days, 11:37:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7297, loss_cls: 2.2193, loss: 2.2193, grad_norm: 4.3334 2020-08-05 17:53:28,295 - mmaction - INFO - Epoch [188][3100/3757] lr: 1.688e-02, eta: 2 days, 11:37:13, time: 0.801, data_time: 0.009, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7250, loss_cls: 2.2191, loss: 2.2191, grad_norm: 4.1840 2020-08-05 17:53:44,233 - mmaction - INFO - Epoch [188][3120/3757] lr: 1.688e-02, eta: 2 days, 11:36:55, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7141, loss_cls: 2.2273, loss: 2.2273, grad_norm: 4.1736 2020-08-05 17:54:00,059 - mmaction - INFO - Epoch [188][3140/3757] lr: 1.688e-02, eta: 2 days, 11:36:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7133, loss_cls: 2.3181, loss: 2.3181, grad_norm: 4.2782 2020-08-05 17:54:15,863 - mmaction - INFO - Epoch [188][3160/3757] lr: 1.688e-02, eta: 2 days, 11:36:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7172, loss_cls: 2.2589, loss: 2.2589, grad_norm: 4.2337 2020-08-05 17:54:31,710 - mmaction - INFO - Epoch [188][3180/3757] lr: 1.688e-02, eta: 2 days, 11:36:02, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7117, loss_cls: 2.3249, loss: 2.3249, grad_norm: 4.3295 2020-08-05 17:54:47,502 - mmaction - INFO - Epoch [188][3200/3757] lr: 1.688e-02, eta: 2 days, 11:35:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7070, loss_cls: 2.3105, loss: 2.3105, grad_norm: 4.3069 2020-08-05 17:55:03,407 - mmaction - INFO - Epoch [188][3220/3757] lr: 1.688e-02, eta: 2 days, 11:35:26, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.2477, loss: 2.2477, grad_norm: 4.2709 2020-08-05 17:55:19,156 - mmaction - INFO - Epoch [188][3240/3757] lr: 1.688e-02, eta: 2 days, 11:35:08, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7234, loss_cls: 2.2186, loss: 2.2186, grad_norm: 4.4341 2020-08-05 17:55:35,007 - mmaction - INFO - Epoch [188][3260/3757] lr: 1.688e-02, eta: 2 days, 11:34:50, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7367, loss_cls: 2.2339, loss: 2.2339, grad_norm: 4.2883 2020-08-05 17:55:50,816 - mmaction - INFO - Epoch [188][3280/3757] lr: 1.688e-02, eta: 2 days, 11:34:33, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7180, loss_cls: 2.3058, loss: 2.3058, grad_norm: 4.4316 2020-08-05 17:56:06,679 - mmaction - INFO - Epoch [188][3300/3757] lr: 1.688e-02, eta: 2 days, 11:34:15, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7289, loss_cls: 2.1861, loss: 2.1861, grad_norm: 4.2776 2020-08-05 17:56:22,645 - mmaction - INFO - Epoch [188][3320/3757] lr: 1.688e-02, eta: 2 days, 11:33:57, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7180, loss_cls: 2.2884, loss: 2.2884, grad_norm: 4.2762 2020-08-05 17:56:38,512 - mmaction - INFO - Epoch [188][3340/3757] lr: 1.688e-02, eta: 2 days, 11:33:39, time: 0.796, data_time: 0.006, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7344, loss_cls: 2.2754, loss: 2.2754, grad_norm: 4.3288 2020-08-05 17:56:54,590 - mmaction - INFO - Epoch [188][3360/3757] lr: 1.688e-02, eta: 2 days, 11:33:22, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7031, loss_cls: 2.3108, loss: 2.3108, grad_norm: 4.3470 2020-08-05 17:57:10,536 - mmaction - INFO - Epoch [188][3380/3757] lr: 1.688e-02, eta: 2 days, 11:33:04, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.4594, top5_acc: 0.6969, loss_cls: 2.3709, loss: 2.3709, grad_norm: 4.4819 2020-08-05 17:57:26,390 - mmaction - INFO - Epoch [188][3400/3757] lr: 1.688e-02, eta: 2 days, 11:32:46, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7164, loss_cls: 2.3018, loss: 2.3018, grad_norm: 4.3290 2020-08-05 17:57:42,159 - mmaction - INFO - Epoch [188][3420/3757] lr: 1.688e-02, eta: 2 days, 11:32:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7219, loss_cls: 2.2056, loss: 2.2056, grad_norm: 4.2035 2020-08-05 17:57:57,927 - mmaction - INFO - Epoch [188][3440/3757] lr: 1.688e-02, eta: 2 days, 11:32:11, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.2287, loss: 2.2287, grad_norm: 4.2834 2020-08-05 17:58:13,709 - mmaction - INFO - Epoch [188][3460/3757] lr: 1.688e-02, eta: 2 days, 11:31:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7102, loss_cls: 2.3135, loss: 2.3135, grad_norm: 4.4389 2020-08-05 17:58:29,525 - mmaction - INFO - Epoch [188][3480/3757] lr: 1.688e-02, eta: 2 days, 11:31:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7133, loss_cls: 2.3275, loss: 2.3275, grad_norm: 4.2642 2020-08-05 17:58:45,286 - mmaction - INFO - Epoch [188][3500/3757] lr: 1.688e-02, eta: 2 days, 11:31:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7219, loss_cls: 2.2964, loss: 2.2964, grad_norm: 4.3615 2020-08-05 17:59:01,058 - mmaction - INFO - Epoch [188][3520/3757] lr: 1.688e-02, eta: 2 days, 11:30:59, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7297, loss_cls: 2.1975, loss: 2.1975, grad_norm: 4.3399 2020-08-05 17:59:16,877 - mmaction - INFO - Epoch [188][3540/3757] lr: 1.688e-02, eta: 2 days, 11:30:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7336, loss_cls: 2.1995, loss: 2.1995, grad_norm: 4.3158 2020-08-05 17:59:32,783 - mmaction - INFO - Epoch [188][3560/3757] lr: 1.688e-02, eta: 2 days, 11:30:24, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7297, loss_cls: 2.1664, loss: 2.1664, grad_norm: 4.1846 2020-08-05 17:59:48,528 - mmaction - INFO - Epoch [188][3580/3757] lr: 1.688e-02, eta: 2 days, 11:30:06, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7250, loss_cls: 2.2965, loss: 2.2965, grad_norm: 4.4291 2020-08-05 18:00:07,720 - mmaction - INFO - Epoch [188][3600/3757] lr: 1.688e-02, eta: 2 days, 11:29:51, time: 0.933, data_time: 0.003, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7180, loss_cls: 2.3360, loss: 2.3360, grad_norm: 4.2542 2020-08-05 18:00:28,026 - mmaction - INFO - Epoch [188][3620/3757] lr: 1.688e-02, eta: 2 days, 11:29:39, time: 1.042, data_time: 0.039, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7242, loss_cls: 2.2318, loss: 2.2318, grad_norm: 4.2565 2020-08-05 18:00:43,849 - mmaction - INFO - Epoch [188][3640/3757] lr: 1.688e-02, eta: 2 days, 11:29:21, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.0937, loss: 2.0937, grad_norm: 4.1474 2020-08-05 18:00:59,624 - mmaction - INFO - Epoch [188][3660/3757] lr: 1.688e-02, eta: 2 days, 11:29:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7008, loss_cls: 2.3752, loss: 2.3752, grad_norm: 4.5867 2020-08-05 18:01:15,373 - mmaction - INFO - Epoch [188][3680/3757] lr: 1.688e-02, eta: 2 days, 11:28:45, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7305, loss_cls: 2.2415, loss: 2.2415, grad_norm: 4.4158 2020-08-05 18:01:31,218 - mmaction - INFO - Epoch [188][3700/3757] lr: 1.688e-02, eta: 2 days, 11:28:28, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6883, loss_cls: 2.4025, loss: 2.4025, grad_norm: 4.5772 2020-08-05 18:01:47,014 - mmaction - INFO - Epoch [188][3720/3757] lr: 1.688e-02, eta: 2 days, 11:28:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7133, loss_cls: 2.3240, loss: 2.3240, grad_norm: 4.3217 2020-08-05 18:02:02,775 - mmaction - INFO - Epoch [188][3740/3757] lr: 1.688e-02, eta: 2 days, 11:27:52, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7117, loss_cls: 2.3223, loss: 2.3223, grad_norm: 4.3576 2020-08-05 18:02:26,406 - mmaction - INFO - Saving checkpoint at 188 epochs 2020-08-05 18:05:43,141 - mmaction - INFO - Epoch [189][20/3757] lr: 1.642e-02, eta: 2 days, 11:30:27, time: 9.748, data_time: 8.935, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7180, loss_cls: 2.2391, loss: 2.2391, grad_norm: 4.1622 2020-08-05 18:05:58,892 - mmaction - INFO - Epoch [189][40/3757] lr: 1.642e-02, eta: 2 days, 11:30:09, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7406, loss_cls: 2.1604, loss: 2.1604, grad_norm: 4.2074 2020-08-05 18:06:14,740 - mmaction - INFO - Epoch [189][60/3757] lr: 1.642e-02, eta: 2 days, 11:29:51, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7281, loss_cls: 2.2406, loss: 2.2406, grad_norm: 4.2686 2020-08-05 18:06:30,554 - mmaction - INFO - Epoch [189][80/3757] lr: 1.642e-02, eta: 2 days, 11:29:33, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7297, loss_cls: 2.2577, loss: 2.2577, grad_norm: 4.2493 2020-08-05 18:06:46,366 - mmaction - INFO - Epoch [189][100/3757] lr: 1.642e-02, eta: 2 days, 11:29:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7195, loss_cls: 2.3255, loss: 2.3255, grad_norm: 4.3323 2020-08-05 18:07:02,231 - mmaction - INFO - Epoch [189][120/3757] lr: 1.642e-02, eta: 2 days, 11:28:57, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.2547, loss: 2.2547, grad_norm: 4.3246 2020-08-05 18:07:18,057 - mmaction - INFO - Epoch [189][140/3757] lr: 1.642e-02, eta: 2 days, 11:28:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7539, loss_cls: 2.1383, loss: 2.1383, grad_norm: 4.3013 2020-08-05 18:07:33,858 - mmaction - INFO - Epoch [189][160/3757] lr: 1.642e-02, eta: 2 days, 11:28:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7531, loss_cls: 2.1006, loss: 2.1006, grad_norm: 4.2901 2020-08-05 18:07:49,678 - mmaction - INFO - Epoch [189][180/3757] lr: 1.642e-02, eta: 2 days, 11:28:04, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7242, loss_cls: 2.2283, loss: 2.2283, grad_norm: 4.2763 2020-08-05 18:08:05,498 - mmaction - INFO - Epoch [189][200/3757] lr: 1.642e-02, eta: 2 days, 11:27:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7430, loss_cls: 2.1907, loss: 2.1907, grad_norm: 4.4697 2020-08-05 18:08:21,298 - mmaction - INFO - Epoch [189][220/3757] lr: 1.642e-02, eta: 2 days, 11:27:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7352, loss_cls: 2.2019, loss: 2.2019, grad_norm: 4.4816 2020-08-05 18:08:37,091 - mmaction - INFO - Epoch [189][240/3757] lr: 1.642e-02, eta: 2 days, 11:27:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7523, loss_cls: 2.1383, loss: 2.1383, grad_norm: 4.3590 2020-08-05 18:08:52,828 - mmaction - INFO - Epoch [189][260/3757] lr: 1.642e-02, eta: 2 days, 11:26:52, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7109, loss_cls: 2.2871, loss: 2.2871, grad_norm: 4.3773 2020-08-05 18:09:08,588 - mmaction - INFO - Epoch [189][280/3757] lr: 1.642e-02, eta: 2 days, 11:26:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7547, loss_cls: 2.1236, loss: 2.1236, grad_norm: 4.2524 2020-08-05 18:09:24,440 - mmaction - INFO - Epoch [189][300/3757] lr: 1.642e-02, eta: 2 days, 11:26:17, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1753, loss: 2.1753, grad_norm: 4.2530 2020-08-05 18:09:40,260 - mmaction - INFO - Epoch [189][320/3757] lr: 1.642e-02, eta: 2 days, 11:25:59, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7102, loss_cls: 2.2926, loss: 2.2926, grad_norm: 4.4191 2020-08-05 18:09:56,156 - mmaction - INFO - Epoch [189][340/3757] lr: 1.642e-02, eta: 2 days, 11:25:41, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7320, loss_cls: 2.2347, loss: 2.2347, grad_norm: 4.4467 2020-08-05 18:10:12,006 - mmaction - INFO - Epoch [189][360/3757] lr: 1.642e-02, eta: 2 days, 11:25:23, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7219, loss_cls: 2.3620, loss: 2.3620, grad_norm: 4.4469 2020-08-05 18:10:27,845 - mmaction - INFO - Epoch [189][380/3757] lr: 1.642e-02, eta: 2 days, 11:25:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7422, loss_cls: 2.1403, loss: 2.1403, grad_norm: 4.2816 2020-08-05 18:10:43,656 - mmaction - INFO - Epoch [189][400/3757] lr: 1.642e-02, eta: 2 days, 11:24:47, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7305, loss_cls: 2.1587, loss: 2.1587, grad_norm: 4.2998 2020-08-05 18:10:59,415 - mmaction - INFO - Epoch [189][420/3757] lr: 1.642e-02, eta: 2 days, 11:24:30, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7328, loss_cls: 2.2308, loss: 2.2308, grad_norm: 4.2965 2020-08-05 18:11:15,181 - mmaction - INFO - Epoch [189][440/3757] lr: 1.642e-02, eta: 2 days, 11:24:12, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7195, loss_cls: 2.2593, loss: 2.2593, grad_norm: 4.4563 2020-08-05 18:11:31,067 - mmaction - INFO - Epoch [189][460/3757] lr: 1.642e-02, eta: 2 days, 11:23:54, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7523, loss_cls: 2.1376, loss: 2.1376, grad_norm: 4.2787 2020-08-05 18:11:46,873 - mmaction - INFO - Epoch [189][480/3757] lr: 1.642e-02, eta: 2 days, 11:23:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7398, loss_cls: 2.1875, loss: 2.1875, grad_norm: 4.3587 2020-08-05 18:12:02,784 - mmaction - INFO - Epoch [189][500/3757] lr: 1.642e-02, eta: 2 days, 11:23:18, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7273, loss_cls: 2.2647, loss: 2.2647, grad_norm: 4.5303 2020-08-05 18:12:18,498 - mmaction - INFO - Epoch [189][520/3757] lr: 1.642e-02, eta: 2 days, 11:23:00, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7203, loss_cls: 2.2751, loss: 2.2751, grad_norm: 4.4374 2020-08-05 18:12:34,410 - mmaction - INFO - Epoch [189][540/3757] lr: 1.642e-02, eta: 2 days, 11:22:43, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7188, loss_cls: 2.2948, loss: 2.2948, grad_norm: 4.3724 2020-08-05 18:12:56,455 - mmaction - INFO - Epoch [189][560/3757] lr: 1.642e-02, eta: 2 days, 11:22:32, time: 1.102, data_time: 0.004, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7164, loss_cls: 2.2995, loss: 2.2995, grad_norm: 4.4215 2020-08-05 18:13:12,265 - mmaction - INFO - Epoch [189][580/3757] lr: 1.642e-02, eta: 2 days, 11:22:14, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7172, loss_cls: 2.2244, loss: 2.2244, grad_norm: 4.3845 2020-08-05 18:13:28,078 - mmaction - INFO - Epoch [189][600/3757] lr: 1.642e-02, eta: 2 days, 11:21:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7117, loss_cls: 2.3472, loss: 2.3472, grad_norm: 4.5430 2020-08-05 18:13:43,797 - mmaction - INFO - Epoch [189][620/3757] lr: 1.642e-02, eta: 2 days, 11:21:38, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7359, loss_cls: 2.2269, loss: 2.2269, grad_norm: 4.4239 2020-08-05 18:13:59,784 - mmaction - INFO - Epoch [189][640/3757] lr: 1.642e-02, eta: 2 days, 11:21:20, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7148, loss_cls: 2.2741, loss: 2.2741, grad_norm: 4.3326 2020-08-05 18:14:15,669 - mmaction - INFO - Epoch [189][660/3757] lr: 1.642e-02, eta: 2 days, 11:21:03, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7336, loss_cls: 2.2042, loss: 2.2042, grad_norm: 4.3591 2020-08-05 18:14:31,477 - mmaction - INFO - Epoch [189][680/3757] lr: 1.642e-02, eta: 2 days, 11:20:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7070, loss_cls: 2.3050, loss: 2.3050, grad_norm: 4.4957 2020-08-05 18:14:47,347 - mmaction - INFO - Epoch [189][700/3757] lr: 1.642e-02, eta: 2 days, 11:20:27, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7203, loss_cls: 2.2825, loss: 2.2825, grad_norm: 4.3858 2020-08-05 18:15:03,257 - mmaction - INFO - Epoch [189][720/3757] lr: 1.642e-02, eta: 2 days, 11:20:09, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7234, loss_cls: 2.2302, loss: 2.2302, grad_norm: 4.4211 2020-08-05 18:15:19,060 - mmaction - INFO - Epoch [189][740/3757] lr: 1.642e-02, eta: 2 days, 11:19:51, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7266, loss_cls: 2.2472, loss: 2.2472, grad_norm: 4.4278 2020-08-05 18:15:34,859 - mmaction - INFO - Epoch [189][760/3757] lr: 1.642e-02, eta: 2 days, 11:19:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7078, loss_cls: 2.3045, loss: 2.3045, grad_norm: 4.3256 2020-08-05 18:15:50,729 - mmaction - INFO - Epoch [189][780/3757] lr: 1.642e-02, eta: 2 days, 11:19:16, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7172, loss_cls: 2.3387, loss: 2.3387, grad_norm: 4.4037 2020-08-05 18:16:06,490 - mmaction - INFO - Epoch [189][800/3757] lr: 1.642e-02, eta: 2 days, 11:18:58, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7250, loss_cls: 2.1694, loss: 2.1694, grad_norm: 4.2522 2020-08-05 18:16:22,292 - mmaction - INFO - Epoch [189][820/3757] lr: 1.642e-02, eta: 2 days, 11:18:40, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7266, loss_cls: 2.2468, loss: 2.2468, grad_norm: 4.3517 2020-08-05 18:16:38,261 - mmaction - INFO - Epoch [189][840/3757] lr: 1.642e-02, eta: 2 days, 11:18:22, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7484, loss_cls: 2.1232, loss: 2.1232, grad_norm: 4.2001 2020-08-05 18:16:54,082 - mmaction - INFO - Epoch [189][860/3757] lr: 1.642e-02, eta: 2 days, 11:18:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.2356, loss: 2.2356, grad_norm: 4.3223 2020-08-05 18:17:09,938 - mmaction - INFO - Epoch [189][880/3757] lr: 1.642e-02, eta: 2 days, 11:17:47, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7398, loss_cls: 2.1908, loss: 2.1908, grad_norm: 4.3290 2020-08-05 18:17:26,147 - mmaction - INFO - Epoch [189][900/3757] lr: 1.642e-02, eta: 2 days, 11:17:29, time: 0.809, data_time: 0.018, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7242, loss_cls: 2.2370, loss: 2.2370, grad_norm: 4.4135 2020-08-05 18:17:42,472 - mmaction - INFO - Epoch [189][920/3757] lr: 1.642e-02, eta: 2 days, 11:17:12, time: 0.818, data_time: 0.025, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7430, loss_cls: 2.1768, loss: 2.1768, grad_norm: 4.3166 2020-08-05 18:17:58,622 - mmaction - INFO - Epoch [189][940/3757] lr: 1.642e-02, eta: 2 days, 11:16:55, time: 0.807, data_time: 0.023, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7242, loss_cls: 2.2444, loss: 2.2444, grad_norm: 4.4001 2020-08-05 18:18:14,725 - mmaction - INFO - Epoch [189][960/3757] lr: 1.642e-02, eta: 2 days, 11:16:37, time: 0.806, data_time: 0.015, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7219, loss_cls: 2.2165, loss: 2.2165, grad_norm: 4.4554 2020-08-05 18:18:30,543 - mmaction - INFO - Epoch [189][980/3757] lr: 1.642e-02, eta: 2 days, 11:16:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7219, loss_cls: 2.2243, loss: 2.2243, grad_norm: 4.3882 2020-08-05 18:18:46,326 - mmaction - INFO - Epoch [189][1000/3757] lr: 1.642e-02, eta: 2 days, 11:16:01, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7188, loss_cls: 2.3126, loss: 2.3126, grad_norm: 4.4794 2020-08-05 18:19:02,145 - mmaction - INFO - Epoch [189][1020/3757] lr: 1.642e-02, eta: 2 days, 11:15:44, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7305, loss_cls: 2.2500, loss: 2.2500, grad_norm: 4.4020 2020-08-05 18:19:17,996 - mmaction - INFO - Epoch [189][1040/3757] lr: 1.642e-02, eta: 2 days, 11:15:26, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7227, loss_cls: 2.2758, loss: 2.2758, grad_norm: 4.4110 2020-08-05 18:19:33,725 - mmaction - INFO - Epoch [189][1060/3757] lr: 1.642e-02, eta: 2 days, 11:15:08, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7156, loss_cls: 2.2869, loss: 2.2869, grad_norm: 4.2512 2020-08-05 18:19:49,589 - mmaction - INFO - Epoch [189][1080/3757] lr: 1.642e-02, eta: 2 days, 11:14:50, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7250, loss_cls: 2.2885, loss: 2.2885, grad_norm: 4.5003 2020-08-05 18:20:05,435 - mmaction - INFO - Epoch [189][1100/3757] lr: 1.642e-02, eta: 2 days, 11:14:32, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7031, loss_cls: 2.3328, loss: 2.3328, grad_norm: 4.3774 2020-08-05 18:20:21,217 - mmaction - INFO - Epoch [189][1120/3757] lr: 1.642e-02, eta: 2 days, 11:14:14, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7141, loss_cls: 2.3265, loss: 2.3265, grad_norm: 4.3828 2020-08-05 18:20:37,008 - mmaction - INFO - Epoch [189][1140/3757] lr: 1.642e-02, eta: 2 days, 11:13:56, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7234, loss_cls: 2.2440, loss: 2.2440, grad_norm: 4.4908 2020-08-05 18:20:52,706 - mmaction - INFO - Epoch [189][1160/3757] lr: 1.642e-02, eta: 2 days, 11:13:38, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7281, loss_cls: 2.2712, loss: 2.2712, grad_norm: 4.4259 2020-08-05 18:21:08,563 - mmaction - INFO - Epoch [189][1180/3757] lr: 1.642e-02, eta: 2 days, 11:13:21, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7305, loss_cls: 2.1891, loss: 2.1891, grad_norm: 4.3044 2020-08-05 18:21:24,327 - mmaction - INFO - Epoch [189][1200/3757] lr: 1.642e-02, eta: 2 days, 11:13:03, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7281, loss_cls: 2.2404, loss: 2.2404, grad_norm: 4.3265 2020-08-05 18:21:40,065 - mmaction - INFO - Epoch [189][1220/3757] lr: 1.642e-02, eta: 2 days, 11:12:45, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7180, loss_cls: 2.3137, loss: 2.3137, grad_norm: 4.2974 2020-08-05 18:21:55,850 - mmaction - INFO - Epoch [189][1240/3757] lr: 1.642e-02, eta: 2 days, 11:12:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7375, loss_cls: 2.2180, loss: 2.2180, grad_norm: 4.3272 2020-08-05 18:22:11,710 - mmaction - INFO - Epoch [189][1260/3757] lr: 1.642e-02, eta: 2 days, 11:12:09, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7297, loss_cls: 2.2283, loss: 2.2283, grad_norm: 4.3046 2020-08-05 18:22:27,548 - mmaction - INFO - Epoch [189][1280/3757] lr: 1.642e-02, eta: 2 days, 11:11:51, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7164, loss_cls: 2.2152, loss: 2.2152, grad_norm: 4.3237 2020-08-05 18:22:43,361 - mmaction - INFO - Epoch [189][1300/3757] lr: 1.642e-02, eta: 2 days, 11:11:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7094, loss_cls: 2.2622, loss: 2.2622, grad_norm: 4.4410 2020-08-05 18:22:59,258 - mmaction - INFO - Epoch [189][1320/3757] lr: 1.642e-02, eta: 2 days, 11:11:16, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7438, loss_cls: 2.1778, loss: 2.1778, grad_norm: 4.3086 2020-08-05 18:23:15,040 - mmaction - INFO - Epoch [189][1340/3757] lr: 1.642e-02, eta: 2 days, 11:10:58, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7344, loss_cls: 2.2794, loss: 2.2794, grad_norm: 4.5467 2020-08-05 18:23:30,853 - mmaction - INFO - Epoch [189][1360/3757] lr: 1.642e-02, eta: 2 days, 11:10:40, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7047, loss_cls: 2.3631, loss: 2.3631, grad_norm: 4.4806 2020-08-05 18:23:46,763 - mmaction - INFO - Epoch [189][1380/3757] lr: 1.642e-02, eta: 2 days, 11:10:22, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7523, loss_cls: 2.1246, loss: 2.1246, grad_norm: 4.2484 2020-08-05 18:24:02,626 - mmaction - INFO - Epoch [189][1400/3757] lr: 1.642e-02, eta: 2 days, 11:10:05, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1558, loss: 2.1558, grad_norm: 4.3404 2020-08-05 18:24:18,502 - mmaction - INFO - Epoch [189][1420/3757] lr: 1.642e-02, eta: 2 days, 11:09:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7188, loss_cls: 2.2570, loss: 2.2570, grad_norm: 4.4224 2020-08-05 18:24:34,299 - mmaction - INFO - Epoch [189][1440/3757] lr: 1.642e-02, eta: 2 days, 11:09:29, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7164, loss_cls: 2.2602, loss: 2.2602, grad_norm: 4.4049 2020-08-05 18:24:50,069 - mmaction - INFO - Epoch [189][1460/3757] lr: 1.642e-02, eta: 2 days, 11:09:11, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7258, loss_cls: 2.2278, loss: 2.2278, grad_norm: 4.3152 2020-08-05 18:25:05,946 - mmaction - INFO - Epoch [189][1480/3757] lr: 1.642e-02, eta: 2 days, 11:08:53, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7211, loss_cls: 2.2462, loss: 2.2462, grad_norm: 4.3596 2020-08-05 18:25:21,710 - mmaction - INFO - Epoch [189][1500/3757] lr: 1.642e-02, eta: 2 days, 11:08:35, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7359, loss_cls: 2.2031, loss: 2.2031, grad_norm: 4.4356 2020-08-05 18:25:37,569 - mmaction - INFO - Epoch [189][1520/3757] lr: 1.642e-02, eta: 2 days, 11:08:18, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7328, loss_cls: 2.2445, loss: 2.2445, grad_norm: 4.3018 2020-08-05 18:25:53,459 - mmaction - INFO - Epoch [189][1540/3757] lr: 1.642e-02, eta: 2 days, 11:08:00, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7414, loss_cls: 2.2010, loss: 2.2010, grad_norm: 4.3527 2020-08-05 18:26:09,501 - mmaction - INFO - Epoch [189][1560/3757] lr: 1.642e-02, eta: 2 days, 11:07:42, time: 0.803, data_time: 0.014, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7336, loss_cls: 2.2208, loss: 2.2208, grad_norm: 4.3575 2020-08-05 18:26:25,440 - mmaction - INFO - Epoch [189][1580/3757] lr: 1.642e-02, eta: 2 days, 11:07:25, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1278, loss: 2.1278, grad_norm: 4.2358 2020-08-05 18:26:41,301 - mmaction - INFO - Epoch [189][1600/3757] lr: 1.642e-02, eta: 2 days, 11:07:07, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7180, loss_cls: 2.2182, loss: 2.2182, grad_norm: 4.2859 2020-08-05 18:26:57,109 - mmaction - INFO - Epoch [189][1620/3757] lr: 1.642e-02, eta: 2 days, 11:06:49, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7234, loss_cls: 2.2644, loss: 2.2644, grad_norm: 4.2004 2020-08-05 18:27:12,999 - mmaction - INFO - Epoch [189][1640/3757] lr: 1.642e-02, eta: 2 days, 11:06:31, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7180, loss_cls: 2.2495, loss: 2.2495, grad_norm: 4.3002 2020-08-05 18:27:28,877 - mmaction - INFO - Epoch [189][1660/3757] lr: 1.642e-02, eta: 2 days, 11:06:14, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7133, loss_cls: 2.3065, loss: 2.3065, grad_norm: 4.4717 2020-08-05 18:27:44,753 - mmaction - INFO - Epoch [189][1680/3757] lr: 1.642e-02, eta: 2 days, 11:05:56, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7258, loss_cls: 2.2300, loss: 2.2300, grad_norm: 4.3044 2020-08-05 18:28:00,570 - mmaction - INFO - Epoch [189][1700/3757] lr: 1.642e-02, eta: 2 days, 11:05:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7305, loss_cls: 2.1982, loss: 2.1982, grad_norm: 4.2932 2020-08-05 18:28:16,406 - mmaction - INFO - Epoch [189][1720/3757] lr: 1.642e-02, eta: 2 days, 11:05:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7383, loss_cls: 2.1296, loss: 2.1296, grad_norm: 4.2778 2020-08-05 18:28:32,231 - mmaction - INFO - Epoch [189][1740/3757] lr: 1.642e-02, eta: 2 days, 11:05:02, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7453, loss_cls: 2.1783, loss: 2.1783, grad_norm: 4.2890 2020-08-05 18:28:48,039 - mmaction - INFO - Epoch [189][1760/3757] lr: 1.642e-02, eta: 2 days, 11:04:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7375, loss_cls: 2.1532, loss: 2.1532, grad_norm: 4.3869 2020-08-05 18:29:03,865 - mmaction - INFO - Epoch [189][1780/3757] lr: 1.642e-02, eta: 2 days, 11:04:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7414, loss_cls: 2.1578, loss: 2.1578, grad_norm: 4.2644 2020-08-05 18:29:19,776 - mmaction - INFO - Epoch [189][1800/3757] lr: 1.642e-02, eta: 2 days, 11:04:09, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7312, loss_cls: 2.2316, loss: 2.2316, grad_norm: 4.4335 2020-08-05 18:29:35,671 - mmaction - INFO - Epoch [189][1820/3757] lr: 1.642e-02, eta: 2 days, 11:03:51, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1401, loss: 2.1401, grad_norm: 4.3896 2020-08-05 18:29:51,478 - mmaction - INFO - Epoch [189][1840/3757] lr: 1.642e-02, eta: 2 days, 11:03:33, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7227, loss_cls: 2.1909, loss: 2.1909, grad_norm: 4.2901 2020-08-05 18:30:07,373 - mmaction - INFO - Epoch [189][1860/3757] lr: 1.642e-02, eta: 2 days, 11:03:16, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7008, loss_cls: 2.3341, loss: 2.3341, grad_norm: 4.3660 2020-08-05 18:30:23,167 - mmaction - INFO - Epoch [189][1880/3757] lr: 1.642e-02, eta: 2 days, 11:02:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7398, loss_cls: 2.1867, loss: 2.1867, grad_norm: 4.2459 2020-08-05 18:30:38,967 - mmaction - INFO - Epoch [189][1900/3757] lr: 1.642e-02, eta: 2 days, 11:02:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7344, loss_cls: 2.2177, loss: 2.2177, grad_norm: 4.2969 2020-08-05 18:30:54,805 - mmaction - INFO - Epoch [189][1920/3757] lr: 1.642e-02, eta: 2 days, 11:02:22, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.1795, loss: 2.1795, grad_norm: 4.2521 2020-08-05 18:31:10,659 - mmaction - INFO - Epoch [189][1940/3757] lr: 1.642e-02, eta: 2 days, 11:02:04, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7070, loss_cls: 2.2412, loss: 2.2412, grad_norm: 4.3201 2020-08-05 18:31:26,542 - mmaction - INFO - Epoch [189][1960/3757] lr: 1.642e-02, eta: 2 days, 11:01:47, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7562, loss_cls: 2.0773, loss: 2.0773, grad_norm: 4.2982 2020-08-05 18:31:42,407 - mmaction - INFO - Epoch [189][1980/3757] lr: 1.642e-02, eta: 2 days, 11:01:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7211, loss_cls: 2.2854, loss: 2.2854, grad_norm: 4.4831 2020-08-05 18:31:58,173 - mmaction - INFO - Epoch [189][2000/3757] lr: 1.642e-02, eta: 2 days, 11:01:11, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7164, loss_cls: 2.2653, loss: 2.2653, grad_norm: 4.3387 2020-08-05 18:32:13,958 - mmaction - INFO - Epoch [189][2020/3757] lr: 1.642e-02, eta: 2 days, 11:00:53, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7086, loss_cls: 2.3562, loss: 2.3562, grad_norm: 4.4526 2020-08-05 18:32:29,960 - mmaction - INFO - Epoch [189][2040/3757] lr: 1.642e-02, eta: 2 days, 11:00:35, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7328, loss_cls: 2.2642, loss: 2.2642, grad_norm: 4.3600 2020-08-05 18:32:45,809 - mmaction - INFO - Epoch [189][2060/3757] lr: 1.642e-02, eta: 2 days, 11:00:18, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7352, loss_cls: 2.2130, loss: 2.2130, grad_norm: 4.4602 2020-08-05 18:33:01,725 - mmaction - INFO - Epoch [189][2080/3757] lr: 1.642e-02, eta: 2 days, 11:00:00, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7422, loss_cls: 2.1437, loss: 2.1437, grad_norm: 4.4139 2020-08-05 18:33:17,540 - mmaction - INFO - Epoch [189][2100/3757] lr: 1.642e-02, eta: 2 days, 10:59:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7328, loss_cls: 2.1895, loss: 2.1895, grad_norm: 4.3415 2020-08-05 18:33:33,366 - mmaction - INFO - Epoch [189][2120/3757] lr: 1.642e-02, eta: 2 days, 10:59:24, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2642, loss: 2.2642, grad_norm: 4.4791 2020-08-05 18:33:49,232 - mmaction - INFO - Epoch [189][2140/3757] lr: 1.642e-02, eta: 2 days, 10:59:07, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.2163, loss: 2.2163, grad_norm: 4.3983 2020-08-05 18:34:04,989 - mmaction - INFO - Epoch [189][2160/3757] lr: 1.642e-02, eta: 2 days, 10:58:49, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7352, loss_cls: 2.1778, loss: 2.1778, grad_norm: 4.4211 2020-08-05 18:34:20,737 - mmaction - INFO - Epoch [189][2180/3757] lr: 1.642e-02, eta: 2 days, 10:58:31, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7070, loss_cls: 2.2742, loss: 2.2742, grad_norm: 4.4827 2020-08-05 18:34:36,645 - mmaction - INFO - Epoch [189][2200/3757] lr: 1.642e-02, eta: 2 days, 10:58:13, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7078, loss_cls: 2.2612, loss: 2.2612, grad_norm: 4.4795 2020-08-05 18:34:52,502 - mmaction - INFO - Epoch [189][2220/3757] lr: 1.642e-02, eta: 2 days, 10:57:55, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7305, loss_cls: 2.2165, loss: 2.2165, grad_norm: 4.3503 2020-08-05 18:35:08,309 - mmaction - INFO - Epoch [189][2240/3757] lr: 1.642e-02, eta: 2 days, 10:57:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7180, loss_cls: 2.2099, loss: 2.2099, grad_norm: 4.2636 2020-08-05 18:35:24,072 - mmaction - INFO - Epoch [189][2260/3757] lr: 1.642e-02, eta: 2 days, 10:57:20, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7156, loss_cls: 2.2614, loss: 2.2614, grad_norm: 4.2849 2020-08-05 18:35:39,942 - mmaction - INFO - Epoch [189][2280/3757] lr: 1.642e-02, eta: 2 days, 10:57:02, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7305, loss_cls: 2.2465, loss: 2.2465, grad_norm: 4.3059 2020-08-05 18:35:55,889 - mmaction - INFO - Epoch [189][2300/3757] lr: 1.642e-02, eta: 2 days, 10:56:44, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7219, loss_cls: 2.2388, loss: 2.2388, grad_norm: 4.4637 2020-08-05 18:36:11,723 - mmaction - INFO - Epoch [189][2320/3757] lr: 1.642e-02, eta: 2 days, 10:56:26, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7328, loss_cls: 2.2355, loss: 2.2355, grad_norm: 4.4133 2020-08-05 18:36:27,855 - mmaction - INFO - Epoch [189][2340/3757] lr: 1.642e-02, eta: 2 days, 10:56:09, time: 0.807, data_time: 0.002, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7195, loss_cls: 2.2972, loss: 2.2972, grad_norm: 4.4890 2020-08-05 18:36:43,813 - mmaction - INFO - Epoch [189][2360/3757] lr: 1.642e-02, eta: 2 days, 10:55:51, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7375, loss_cls: 2.2126, loss: 2.2126, grad_norm: 4.4277 2020-08-05 18:36:59,734 - mmaction - INFO - Epoch [189][2380/3757] lr: 1.642e-02, eta: 2 days, 10:55:34, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7484, loss_cls: 2.1215, loss: 2.1215, grad_norm: 4.3166 2020-08-05 18:37:15,554 - mmaction - INFO - Epoch [189][2400/3757] lr: 1.642e-02, eta: 2 days, 10:55:16, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7156, loss_cls: 2.2318, loss: 2.2318, grad_norm: 4.2217 2020-08-05 18:37:31,448 - mmaction - INFO - Epoch [189][2420/3757] lr: 1.642e-02, eta: 2 days, 10:54:58, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7117, loss_cls: 2.3106, loss: 2.3106, grad_norm: 4.4095 2020-08-05 18:37:47,301 - mmaction - INFO - Epoch [189][2440/3757] lr: 1.642e-02, eta: 2 days, 10:54:40, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7039, loss_cls: 2.3434, loss: 2.3434, grad_norm: 4.4670 2020-08-05 18:38:03,209 - mmaction - INFO - Epoch [189][2460/3757] lr: 1.642e-02, eta: 2 days, 10:54:23, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7336, loss_cls: 2.2396, loss: 2.2396, grad_norm: 4.3170 2020-08-05 18:38:19,056 - mmaction - INFO - Epoch [189][2480/3757] lr: 1.642e-02, eta: 2 days, 10:54:05, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7180, loss_cls: 2.2490, loss: 2.2490, grad_norm: 4.5097 2020-08-05 18:38:34,963 - mmaction - INFO - Epoch [189][2500/3757] lr: 1.642e-02, eta: 2 days, 10:53:47, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7133, loss_cls: 2.2815, loss: 2.2815, grad_norm: 4.4253 2020-08-05 18:38:50,796 - mmaction - INFO - Epoch [189][2520/3757] lr: 1.642e-02, eta: 2 days, 10:53:29, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7320, loss_cls: 2.3413, loss: 2.3413, grad_norm: 4.4353 2020-08-05 18:39:06,678 - mmaction - INFO - Epoch [189][2540/3757] lr: 1.642e-02, eta: 2 days, 10:53:12, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7086, loss_cls: 2.3273, loss: 2.3273, grad_norm: 4.4385 2020-08-05 18:39:22,538 - mmaction - INFO - Epoch [189][2560/3757] lr: 1.642e-02, eta: 2 days, 10:52:54, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7539, loss_cls: 2.1300, loss: 2.1300, grad_norm: 4.3552 2020-08-05 18:39:38,405 - mmaction - INFO - Epoch [189][2580/3757] lr: 1.642e-02, eta: 2 days, 10:52:36, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7195, loss_cls: 2.2793, loss: 2.2793, grad_norm: 4.4148 2020-08-05 18:39:54,813 - mmaction - INFO - Epoch [189][2600/3757] lr: 1.642e-02, eta: 2 days, 10:52:19, time: 0.820, data_time: 0.001, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7164, loss_cls: 2.3417, loss: 2.3417, grad_norm: 4.4196 2020-08-05 18:40:11,003 - mmaction - INFO - Epoch [189][2620/3757] lr: 1.642e-02, eta: 2 days, 10:52:01, time: 0.810, data_time: 0.002, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7008, loss_cls: 2.3670, loss: 2.3670, grad_norm: 4.2785 2020-08-05 18:40:27,026 - mmaction - INFO - Epoch [189][2640/3757] lr: 1.642e-02, eta: 2 days, 10:51:44, time: 0.801, data_time: 0.007, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7297, loss_cls: 2.2479, loss: 2.2479, grad_norm: 4.2162 2020-08-05 18:40:43,186 - mmaction - INFO - Epoch [189][2660/3757] lr: 1.642e-02, eta: 2 days, 10:51:26, time: 0.808, data_time: 0.001, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7219, loss_cls: 2.2752, loss: 2.2752, grad_norm: 4.2685 2020-08-05 18:40:59,320 - mmaction - INFO - Epoch [189][2680/3757] lr: 1.642e-02, eta: 2 days, 10:51:09, time: 0.807, data_time: 0.001, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7469, loss_cls: 2.1241, loss: 2.1241, grad_norm: 4.2003 2020-08-05 18:41:15,271 - mmaction - INFO - Epoch [189][2700/3757] lr: 1.642e-02, eta: 2 days, 10:50:51, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7375, loss_cls: 2.1776, loss: 2.1776, grad_norm: 4.3146 2020-08-05 18:41:31,086 - mmaction - INFO - Epoch [189][2720/3757] lr: 1.642e-02, eta: 2 days, 10:50:34, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7344, loss_cls: 2.2436, loss: 2.2436, grad_norm: 4.4275 2020-08-05 18:41:46,966 - mmaction - INFO - Epoch [189][2740/3757] lr: 1.642e-02, eta: 2 days, 10:50:16, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7227, loss_cls: 2.2428, loss: 2.2428, grad_norm: 4.2862 2020-08-05 18:42:02,724 - mmaction - INFO - Epoch [189][2760/3757] lr: 1.642e-02, eta: 2 days, 10:49:58, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4617, top5_acc: 0.6906, loss_cls: 2.3933, loss: 2.3933, grad_norm: 4.5463 2020-08-05 18:42:18,601 - mmaction - INFO - Epoch [189][2780/3757] lr: 1.642e-02, eta: 2 days, 10:49:40, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2421, loss: 2.2421, grad_norm: 4.2907 2020-08-05 18:42:34,370 - mmaction - INFO - Epoch [189][2800/3757] lr: 1.642e-02, eta: 2 days, 10:49:22, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7047, loss_cls: 2.3078, loss: 2.3078, grad_norm: 4.2946 2020-08-05 18:42:50,203 - mmaction - INFO - Epoch [189][2820/3757] lr: 1.642e-02, eta: 2 days, 10:49:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7125, loss_cls: 2.3099, loss: 2.3099, grad_norm: 4.4685 2020-08-05 18:43:05,959 - mmaction - INFO - Epoch [189][2840/3757] lr: 1.642e-02, eta: 2 days, 10:48:47, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7328, loss_cls: 2.2016, loss: 2.2016, grad_norm: 4.3166 2020-08-05 18:43:21,842 - mmaction - INFO - Epoch [189][2860/3757] lr: 1.642e-02, eta: 2 days, 10:48:29, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7320, loss_cls: 2.1805, loss: 2.1805, grad_norm: 4.2459 2020-08-05 18:43:37,613 - mmaction - INFO - Epoch [189][2880/3757] lr: 1.642e-02, eta: 2 days, 10:48:11, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7164, loss_cls: 2.2845, loss: 2.2845, grad_norm: 4.2407 2020-08-05 18:43:53,502 - mmaction - INFO - Epoch [189][2900/3757] lr: 1.642e-02, eta: 2 days, 10:47:53, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7125, loss_cls: 2.3035, loss: 2.3035, grad_norm: 4.2899 2020-08-05 18:44:09,277 - mmaction - INFO - Epoch [189][2920/3757] lr: 1.642e-02, eta: 2 days, 10:47:35, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7164, loss_cls: 2.2636, loss: 2.2636, grad_norm: 4.2962 2020-08-05 18:44:25,201 - mmaction - INFO - Epoch [189][2940/3757] lr: 1.642e-02, eta: 2 days, 10:47:18, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7320, loss_cls: 2.1618, loss: 2.1618, grad_norm: 4.2532 2020-08-05 18:44:40,966 - mmaction - INFO - Epoch [189][2960/3757] lr: 1.642e-02, eta: 2 days, 10:47:00, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7180, loss_cls: 2.2016, loss: 2.2016, grad_norm: 4.2008 2020-08-05 18:44:56,790 - mmaction - INFO - Epoch [189][2980/3757] lr: 1.642e-02, eta: 2 days, 10:46:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7180, loss_cls: 2.2386, loss: 2.2386, grad_norm: 4.3740 2020-08-05 18:45:12,643 - mmaction - INFO - Epoch [189][3000/3757] lr: 1.642e-02, eta: 2 days, 10:46:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7258, loss_cls: 2.2337, loss: 2.2337, grad_norm: 4.4798 2020-08-05 18:45:28,472 - mmaction - INFO - Epoch [189][3020/3757] lr: 1.642e-02, eta: 2 days, 10:46:07, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7336, loss_cls: 2.2561, loss: 2.2561, grad_norm: 4.3040 2020-08-05 18:45:44,250 - mmaction - INFO - Epoch [189][3040/3757] lr: 1.642e-02, eta: 2 days, 10:45:49, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7063, loss_cls: 2.3190, loss: 2.3190, grad_norm: 4.4341 2020-08-05 18:46:00,030 - mmaction - INFO - Epoch [189][3060/3757] lr: 1.642e-02, eta: 2 days, 10:45:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7359, loss_cls: 2.2063, loss: 2.2063, grad_norm: 4.3127 2020-08-05 18:46:15,863 - mmaction - INFO - Epoch [189][3080/3757] lr: 1.642e-02, eta: 2 days, 10:45:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4648, top5_acc: 0.6992, loss_cls: 2.3838, loss: 2.3838, grad_norm: 4.6195 2020-08-05 18:46:31,698 - mmaction - INFO - Epoch [189][3100/3757] lr: 1.642e-02, eta: 2 days, 10:44:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7336, loss_cls: 2.1904, loss: 2.1904, grad_norm: 4.4382 2020-08-05 18:46:47,513 - mmaction - INFO - Epoch [189][3120/3757] lr: 1.642e-02, eta: 2 days, 10:44:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7172, loss_cls: 2.2827, loss: 2.2827, grad_norm: 4.3440 2020-08-05 18:47:03,493 - mmaction - INFO - Epoch [189][3140/3757] lr: 1.642e-02, eta: 2 days, 10:44:20, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7297, loss_cls: 2.1860, loss: 2.1860, grad_norm: 4.2431 2020-08-05 18:47:19,279 - mmaction - INFO - Epoch [189][3160/3757] lr: 1.642e-02, eta: 2 days, 10:44:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7156, loss_cls: 2.2682, loss: 2.2682, grad_norm: 4.4049 2020-08-05 18:47:35,143 - mmaction - INFO - Epoch [189][3180/3757] lr: 1.642e-02, eta: 2 days, 10:43:44, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7305, loss_cls: 2.2543, loss: 2.2543, grad_norm: 4.3882 2020-08-05 18:47:51,063 - mmaction - INFO - Epoch [189][3200/3757] lr: 1.642e-02, eta: 2 days, 10:43:27, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4508, top5_acc: 0.7063, loss_cls: 2.3854, loss: 2.3854, grad_norm: 4.4208 2020-08-05 18:48:06,827 - mmaction - INFO - Epoch [189][3220/3757] lr: 1.642e-02, eta: 2 days, 10:43:09, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7211, loss_cls: 2.2663, loss: 2.2663, grad_norm: 4.4386 2020-08-05 18:48:22,636 - mmaction - INFO - Epoch [189][3240/3757] lr: 1.642e-02, eta: 2 days, 10:42:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7289, loss_cls: 2.2314, loss: 2.2314, grad_norm: 4.4294 2020-08-05 18:48:38,462 - mmaction - INFO - Epoch [189][3260/3757] lr: 1.642e-02, eta: 2 days, 10:42:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7367, loss_cls: 2.2062, loss: 2.2062, grad_norm: 4.2987 2020-08-05 18:48:54,315 - mmaction - INFO - Epoch [189][3280/3757] lr: 1.642e-02, eta: 2 days, 10:42:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7242, loss_cls: 2.2340, loss: 2.2340, grad_norm: 4.2557 2020-08-05 18:49:10,222 - mmaction - INFO - Epoch [189][3300/3757] lr: 1.642e-02, eta: 2 days, 10:41:58, time: 0.797, data_time: 0.006, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7109, loss_cls: 2.3158, loss: 2.3158, grad_norm: 4.3238 2020-08-05 18:49:25,957 - mmaction - INFO - Epoch [189][3320/3757] lr: 1.642e-02, eta: 2 days, 10:41:40, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7266, loss_cls: 2.2513, loss: 2.2513, grad_norm: 4.3523 2020-08-05 18:49:41,798 - mmaction - INFO - Epoch [189][3340/3757] lr: 1.642e-02, eta: 2 days, 10:41:22, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7242, loss_cls: 2.2748, loss: 2.2748, grad_norm: 4.3729 2020-08-05 18:49:57,598 - mmaction - INFO - Epoch [189][3360/3757] lr: 1.642e-02, eta: 2 days, 10:41:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7195, loss_cls: 2.2574, loss: 2.2574, grad_norm: 4.2955 2020-08-05 18:50:13,413 - mmaction - INFO - Epoch [189][3380/3757] lr: 1.642e-02, eta: 2 days, 10:40:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7258, loss_cls: 2.2559, loss: 2.2559, grad_norm: 4.2658 2020-08-05 18:50:29,236 - mmaction - INFO - Epoch [189][3400/3757] lr: 1.642e-02, eta: 2 days, 10:40:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7289, loss_cls: 2.2633, loss: 2.2633, grad_norm: 4.2463 2020-08-05 18:50:45,093 - mmaction - INFO - Epoch [189][3420/3757] lr: 1.642e-02, eta: 2 days, 10:40:11, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7219, loss_cls: 2.3374, loss: 2.3374, grad_norm: 4.3620 2020-08-05 18:51:00,900 - mmaction - INFO - Epoch [189][3440/3757] lr: 1.642e-02, eta: 2 days, 10:39:53, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.3145, loss: 2.3145, grad_norm: 4.3556 2020-08-05 18:51:16,800 - mmaction - INFO - Epoch [189][3460/3757] lr: 1.642e-02, eta: 2 days, 10:39:35, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7484, loss_cls: 2.1153, loss: 2.1153, grad_norm: 4.1515 2020-08-05 18:51:32,633 - mmaction - INFO - Epoch [189][3480/3757] lr: 1.642e-02, eta: 2 days, 10:39:18, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7227, loss_cls: 2.2957, loss: 2.2957, grad_norm: 4.3303 2020-08-05 18:51:48,444 - mmaction - INFO - Epoch [189][3500/3757] lr: 1.642e-02, eta: 2 days, 10:39:00, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7219, loss_cls: 2.2809, loss: 2.2809, grad_norm: 4.3490 2020-08-05 18:52:04,254 - mmaction - INFO - Epoch [189][3520/3757] lr: 1.642e-02, eta: 2 days, 10:38:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7305, loss_cls: 2.1854, loss: 2.1854, grad_norm: 4.1630 2020-08-05 18:52:20,023 - mmaction - INFO - Epoch [189][3540/3757] lr: 1.642e-02, eta: 2 days, 10:38:24, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2397, loss: 2.2397, grad_norm: 4.2985 2020-08-05 18:52:35,879 - mmaction - INFO - Epoch [189][3560/3757] lr: 1.642e-02, eta: 2 days, 10:38:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7305, loss_cls: 2.2151, loss: 2.2151, grad_norm: 4.2861 2020-08-05 18:52:51,793 - mmaction - INFO - Epoch [189][3580/3757] lr: 1.642e-02, eta: 2 days, 10:37:49, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7023, loss_cls: 2.3336, loss: 2.3336, grad_norm: 4.4835 2020-08-05 18:53:07,575 - mmaction - INFO - Epoch [189][3600/3757] lr: 1.642e-02, eta: 2 days, 10:37:31, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2464, loss: 2.2464, grad_norm: 4.3935 2020-08-05 18:53:23,394 - mmaction - INFO - Epoch [189][3620/3757] lr: 1.642e-02, eta: 2 days, 10:37:13, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7391, loss_cls: 2.2216, loss: 2.2216, grad_norm: 4.3575 2020-08-05 18:53:39,212 - mmaction - INFO - Epoch [189][3640/3757] lr: 1.642e-02, eta: 2 days, 10:36:55, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7391, loss_cls: 2.1769, loss: 2.1769, grad_norm: 4.4376 2020-08-05 18:53:55,095 - mmaction - INFO - Epoch [189][3660/3757] lr: 1.642e-02, eta: 2 days, 10:36:38, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7375, loss_cls: 2.1560, loss: 2.1560, grad_norm: 4.3711 2020-08-05 18:54:10,953 - mmaction - INFO - Epoch [189][3680/3757] lr: 1.642e-02, eta: 2 days, 10:36:20, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7242, loss_cls: 2.2613, loss: 2.2613, grad_norm: 4.3156 2020-08-05 18:54:26,850 - mmaction - INFO - Epoch [189][3700/3757] lr: 1.642e-02, eta: 2 days, 10:36:02, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7273, loss_cls: 2.1780, loss: 2.1780, grad_norm: 4.3925 2020-08-05 18:54:42,784 - mmaction - INFO - Epoch [189][3720/3757] lr: 1.642e-02, eta: 2 days, 10:35:44, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7297, loss_cls: 2.2744, loss: 2.2744, grad_norm: 4.4277 2020-08-05 18:54:58,672 - mmaction - INFO - Epoch [189][3740/3757] lr: 1.642e-02, eta: 2 days, 10:35:27, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7016, loss_cls: 2.2765, loss: 2.2765, grad_norm: 4.2960 2020-08-05 18:58:12,786 - mmaction - INFO - Epoch [190][20/3757] lr: 1.597e-02, eta: 2 days, 10:37:31, time: 8.603, data_time: 7.752, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1943, loss: 2.1943, grad_norm: 4.3454 2020-08-05 18:58:28,558 - mmaction - INFO - Epoch [190][40/3757] lr: 1.597e-02, eta: 2 days, 10:37:13, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7484, loss_cls: 2.1277, loss: 2.1277, grad_norm: 4.3167 2020-08-05 18:58:44,434 - mmaction - INFO - Epoch [190][60/3757] lr: 1.597e-02, eta: 2 days, 10:36:55, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.2231, loss: 2.2231, grad_norm: 4.3068 2020-08-05 18:59:00,277 - mmaction - INFO - Epoch [190][80/3757] lr: 1.597e-02, eta: 2 days, 10:36:37, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7422, loss_cls: 2.1513, loss: 2.1513, grad_norm: 4.3733 2020-08-05 18:59:16,135 - mmaction - INFO - Epoch [190][100/3757] lr: 1.597e-02, eta: 2 days, 10:36:19, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7133, loss_cls: 2.2066, loss: 2.2066, grad_norm: 4.3868 2020-08-05 18:59:31,969 - mmaction - INFO - Epoch [190][120/3757] lr: 1.597e-02, eta: 2 days, 10:36:02, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7359, loss_cls: 2.1258, loss: 2.1258, grad_norm: 4.3516 2020-08-05 18:59:47,751 - mmaction - INFO - Epoch [190][140/3757] lr: 1.597e-02, eta: 2 days, 10:35:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7195, loss_cls: 2.2199, loss: 2.2199, grad_norm: 4.4414 2020-08-05 19:00:06,712 - mmaction - INFO - Epoch [190][160/3757] lr: 1.597e-02, eta: 2 days, 10:35:28, time: 0.876, data_time: 0.014, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7273, loss_cls: 2.2249, loss: 2.2249, grad_norm: 4.3699 2020-08-05 19:00:23,181 - mmaction - INFO - Epoch [190][180/3757] lr: 1.597e-02, eta: 2 days, 10:35:12, time: 0.895, data_time: 0.079, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7438, loss_cls: 2.1817, loss: 2.1817, grad_norm: 4.4851 2020-08-05 19:00:39,133 - mmaction - INFO - Epoch [190][200/3757] lr: 1.597e-02, eta: 2 days, 10:34:55, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7312, loss_cls: 2.2968, loss: 2.2968, grad_norm: 4.4341 2020-08-05 19:00:54,898 - mmaction - INFO - Epoch [190][220/3757] lr: 1.597e-02, eta: 2 days, 10:34:37, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7133, loss_cls: 2.2867, loss: 2.2867, grad_norm: 4.4541 2020-08-05 19:01:10,623 - mmaction - INFO - Epoch [190][240/3757] lr: 1.597e-02, eta: 2 days, 10:34:19, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7227, loss_cls: 2.1855, loss: 2.1855, grad_norm: 4.4397 2020-08-05 19:01:26,479 - mmaction - INFO - Epoch [190][260/3757] lr: 1.597e-02, eta: 2 days, 10:34:01, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7180, loss_cls: 2.2794, loss: 2.2794, grad_norm: 4.3528 2020-08-05 19:01:42,211 - mmaction - INFO - Epoch [190][280/3757] lr: 1.597e-02, eta: 2 days, 10:33:43, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7258, loss_cls: 2.2889, loss: 2.2889, grad_norm: 4.4029 2020-08-05 19:01:58,102 - mmaction - INFO - Epoch [190][300/3757] lr: 1.597e-02, eta: 2 days, 10:33:25, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7328, loss_cls: 2.1608, loss: 2.1608, grad_norm: 4.4972 2020-08-05 19:02:13,887 - mmaction - INFO - Epoch [190][320/3757] lr: 1.597e-02, eta: 2 days, 10:33:08, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7516, loss_cls: 2.0588, loss: 2.0588, grad_norm: 4.1743 2020-08-05 19:02:29,771 - mmaction - INFO - Epoch [190][340/3757] lr: 1.597e-02, eta: 2 days, 10:32:50, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7328, loss_cls: 2.1344, loss: 2.1344, grad_norm: 4.3326 2020-08-05 19:02:45,453 - mmaction - INFO - Epoch [190][360/3757] lr: 1.597e-02, eta: 2 days, 10:32:32, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.2342, loss: 2.2342, grad_norm: 4.3564 2020-08-05 19:03:01,226 - mmaction - INFO - Epoch [190][380/3757] lr: 1.597e-02, eta: 2 days, 10:32:14, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7211, loss_cls: 2.2537, loss: 2.2537, grad_norm: 4.4363 2020-08-05 19:03:17,006 - mmaction - INFO - Epoch [190][400/3757] lr: 1.597e-02, eta: 2 days, 10:31:56, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7164, loss_cls: 2.2841, loss: 2.2841, grad_norm: 4.2217 2020-08-05 19:03:32,950 - mmaction - INFO - Epoch [190][420/3757] lr: 1.597e-02, eta: 2 days, 10:31:39, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7164, loss_cls: 2.1852, loss: 2.1852, grad_norm: 4.3368 2020-08-05 19:03:48,788 - mmaction - INFO - Epoch [190][440/3757] lr: 1.597e-02, eta: 2 days, 10:31:21, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7547, loss_cls: 2.1270, loss: 2.1270, grad_norm: 4.2902 2020-08-05 19:04:04,650 - mmaction - INFO - Epoch [190][460/3757] lr: 1.597e-02, eta: 2 days, 10:31:03, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7445, loss_cls: 2.1282, loss: 2.1282, grad_norm: 4.5552 2020-08-05 19:04:20,458 - mmaction - INFO - Epoch [190][480/3757] lr: 1.597e-02, eta: 2 days, 10:30:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.6977, loss_cls: 2.3816, loss: 2.3816, grad_norm: 4.5996 2020-08-05 19:04:36,352 - mmaction - INFO - Epoch [190][500/3757] lr: 1.597e-02, eta: 2 days, 10:30:27, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7438, loss_cls: 2.1954, loss: 2.1954, grad_norm: 4.3879 2020-08-05 19:04:52,267 - mmaction - INFO - Epoch [190][520/3757] lr: 1.597e-02, eta: 2 days, 10:30:10, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7336, loss_cls: 2.2464, loss: 2.2464, grad_norm: 4.5322 2020-08-05 19:05:08,260 - mmaction - INFO - Epoch [190][540/3757] lr: 1.597e-02, eta: 2 days, 10:29:52, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7430, loss_cls: 2.1543, loss: 2.1543, grad_norm: 4.3572 2020-08-05 19:05:24,086 - mmaction - INFO - Epoch [190][560/3757] lr: 1.597e-02, eta: 2 days, 10:29:34, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7555, loss_cls: 2.1014, loss: 2.1014, grad_norm: 4.3500 2020-08-05 19:05:39,973 - mmaction - INFO - Epoch [190][580/3757] lr: 1.597e-02, eta: 2 days, 10:29:17, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7172, loss_cls: 2.2975, loss: 2.2975, grad_norm: 4.4631 2020-08-05 19:05:55,766 - mmaction - INFO - Epoch [190][600/3757] lr: 1.597e-02, eta: 2 days, 10:28:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7266, loss_cls: 2.2339, loss: 2.2339, grad_norm: 4.2889 2020-08-05 19:06:11,544 - mmaction - INFO - Epoch [190][620/3757] lr: 1.597e-02, eta: 2 days, 10:28:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7266, loss_cls: 2.2545, loss: 2.2545, grad_norm: 4.3327 2020-08-05 19:06:27,449 - mmaction - INFO - Epoch [190][640/3757] lr: 1.597e-02, eta: 2 days, 10:28:23, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1349, loss: 2.1349, grad_norm: 4.2773 2020-08-05 19:06:43,245 - mmaction - INFO - Epoch [190][660/3757] lr: 1.597e-02, eta: 2 days, 10:28:05, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7258, loss_cls: 2.2081, loss: 2.2081, grad_norm: 4.2890 2020-08-05 19:06:59,081 - mmaction - INFO - Epoch [190][680/3757] lr: 1.597e-02, eta: 2 days, 10:27:48, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7320, loss_cls: 2.2346, loss: 2.2346, grad_norm: 4.4875 2020-08-05 19:07:15,268 - mmaction - INFO - Epoch [190][700/3757] lr: 1.597e-02, eta: 2 days, 10:27:30, time: 0.810, data_time: 0.015, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7375, loss_cls: 2.2345, loss: 2.2345, grad_norm: 4.3911 2020-08-05 19:07:31,180 - mmaction - INFO - Epoch [190][720/3757] lr: 1.597e-02, eta: 2 days, 10:27:12, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7445, loss_cls: 2.1673, loss: 2.1673, grad_norm: 4.4024 2020-08-05 19:07:47,085 - mmaction - INFO - Epoch [190][740/3757] lr: 1.597e-02, eta: 2 days, 10:26:55, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7289, loss_cls: 2.2213, loss: 2.2213, grad_norm: 4.3558 2020-08-05 19:08:03,221 - mmaction - INFO - Epoch [190][760/3757] lr: 1.597e-02, eta: 2 days, 10:26:37, time: 0.807, data_time: 0.015, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7586, loss_cls: 2.1014, loss: 2.1014, grad_norm: 4.3761 2020-08-05 19:08:18,993 - mmaction - INFO - Epoch [190][780/3757] lr: 1.597e-02, eta: 2 days, 10:26:19, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7344, loss_cls: 2.2732, loss: 2.2732, grad_norm: 4.4327 2020-08-05 19:08:34,703 - mmaction - INFO - Epoch [190][800/3757] lr: 1.597e-02, eta: 2 days, 10:26:02, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7383, loss_cls: 2.2321, loss: 2.2321, grad_norm: 4.4243 2020-08-05 19:08:50,483 - mmaction - INFO - Epoch [190][820/3757] lr: 1.597e-02, eta: 2 days, 10:25:44, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7273, loss_cls: 2.2620, loss: 2.2620, grad_norm: 4.3879 2020-08-05 19:09:06,358 - mmaction - INFO - Epoch [190][840/3757] lr: 1.597e-02, eta: 2 days, 10:25:26, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7477, loss_cls: 2.1382, loss: 2.1382, grad_norm: 4.2884 2020-08-05 19:09:22,184 - mmaction - INFO - Epoch [190][860/3757] lr: 1.597e-02, eta: 2 days, 10:25:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7391, loss_cls: 2.1711, loss: 2.1711, grad_norm: 4.4964 2020-08-05 19:09:38,063 - mmaction - INFO - Epoch [190][880/3757] lr: 1.597e-02, eta: 2 days, 10:24:50, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7461, loss_cls: 2.1678, loss: 2.1678, grad_norm: 4.2836 2020-08-05 19:09:53,903 - mmaction - INFO - Epoch [190][900/3757] lr: 1.597e-02, eta: 2 days, 10:24:33, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7266, loss_cls: 2.2371, loss: 2.2371, grad_norm: 4.4223 2020-08-05 19:10:09,692 - mmaction - INFO - Epoch [190][920/3757] lr: 1.597e-02, eta: 2 days, 10:24:15, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7242, loss_cls: 2.3014, loss: 2.3014, grad_norm: 4.5751 2020-08-05 19:10:25,552 - mmaction - INFO - Epoch [190][940/3757] lr: 1.597e-02, eta: 2 days, 10:23:57, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7312, loss_cls: 2.1984, loss: 2.1984, grad_norm: 4.5421 2020-08-05 19:10:41,383 - mmaction - INFO - Epoch [190][960/3757] lr: 1.597e-02, eta: 2 days, 10:23:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7258, loss_cls: 2.2812, loss: 2.2812, grad_norm: 4.4204 2020-08-05 19:10:57,227 - mmaction - INFO - Epoch [190][980/3757] lr: 1.597e-02, eta: 2 days, 10:23:21, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7484, loss_cls: 2.1094, loss: 2.1094, grad_norm: 4.3851 2020-08-05 19:11:13,142 - mmaction - INFO - Epoch [190][1000/3757] lr: 1.597e-02, eta: 2 days, 10:23:04, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7172, loss_cls: 2.2474, loss: 2.2474, grad_norm: 4.4401 2020-08-05 19:11:28,956 - mmaction - INFO - Epoch [190][1020/3757] lr: 1.597e-02, eta: 2 days, 10:22:46, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7164, loss_cls: 2.2752, loss: 2.2752, grad_norm: 4.2903 2020-08-05 19:11:44,799 - mmaction - INFO - Epoch [190][1040/3757] lr: 1.597e-02, eta: 2 days, 10:22:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7250, loss_cls: 2.1765, loss: 2.1765, grad_norm: 4.3540 2020-08-05 19:12:00,613 - mmaction - INFO - Epoch [190][1060/3757] lr: 1.597e-02, eta: 2 days, 10:22:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7438, loss_cls: 2.1517, loss: 2.1517, grad_norm: 4.3805 2020-08-05 19:12:16,409 - mmaction - INFO - Epoch [190][1080/3757] lr: 1.597e-02, eta: 2 days, 10:21:53, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7211, loss_cls: 2.2887, loss: 2.2887, grad_norm: 4.5841 2020-08-05 19:12:32,243 - mmaction - INFO - Epoch [190][1100/3757] lr: 1.597e-02, eta: 2 days, 10:21:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7078, loss_cls: 2.2447, loss: 2.2447, grad_norm: 4.3970 2020-08-05 19:12:48,228 - mmaction - INFO - Epoch [190][1120/3757] lr: 1.597e-02, eta: 2 days, 10:21:17, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7289, loss_cls: 2.1696, loss: 2.1696, grad_norm: 4.2977 2020-08-05 19:13:04,176 - mmaction - INFO - Epoch [190][1140/3757] lr: 1.597e-02, eta: 2 days, 10:21:00, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7508, loss_cls: 2.1576, loss: 2.1576, grad_norm: 4.3287 2020-08-05 19:13:19,940 - mmaction - INFO - Epoch [190][1160/3757] lr: 1.597e-02, eta: 2 days, 10:20:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7094, loss_cls: 2.2966, loss: 2.2966, grad_norm: 4.5341 2020-08-05 19:13:35,731 - mmaction - INFO - Epoch [190][1180/3757] lr: 1.597e-02, eta: 2 days, 10:20:24, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7398, loss_cls: 2.1797, loss: 2.1797, grad_norm: 4.4759 2020-08-05 19:13:51,565 - mmaction - INFO - Epoch [190][1200/3757] lr: 1.597e-02, eta: 2 days, 10:20:06, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7398, loss_cls: 2.2332, loss: 2.2332, grad_norm: 4.5379 2020-08-05 19:14:07,492 - mmaction - INFO - Epoch [190][1220/3757] lr: 1.597e-02, eta: 2 days, 10:19:48, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7055, loss_cls: 2.3174, loss: 2.3174, grad_norm: 4.4139 2020-08-05 19:14:23,313 - mmaction - INFO - Epoch [190][1240/3757] lr: 1.597e-02, eta: 2 days, 10:19:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7523, loss_cls: 2.2003, loss: 2.2003, grad_norm: 4.4220 2020-08-05 19:14:39,222 - mmaction - INFO - Epoch [190][1260/3757] lr: 1.597e-02, eta: 2 days, 10:19:13, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7336, loss_cls: 2.2105, loss: 2.2105, grad_norm: 4.3558 2020-08-05 19:14:55,057 - mmaction - INFO - Epoch [190][1280/3757] lr: 1.597e-02, eta: 2 days, 10:18:55, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7422, loss_cls: 2.1834, loss: 2.1834, grad_norm: 4.4305 2020-08-05 19:15:10,903 - mmaction - INFO - Epoch [190][1300/3757] lr: 1.597e-02, eta: 2 days, 10:18:37, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7352, loss_cls: 2.1801, loss: 2.1801, grad_norm: 4.3021 2020-08-05 19:15:26,861 - mmaction - INFO - Epoch [190][1320/3757] lr: 1.597e-02, eta: 2 days, 10:18:20, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7312, loss_cls: 2.1993, loss: 2.1993, grad_norm: 4.4134 2020-08-05 19:15:42,789 - mmaction - INFO - Epoch [190][1340/3757] lr: 1.597e-02, eta: 2 days, 10:18:02, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7359, loss_cls: 2.2566, loss: 2.2566, grad_norm: 4.3465 2020-08-05 19:15:58,601 - mmaction - INFO - Epoch [190][1360/3757] lr: 1.597e-02, eta: 2 days, 10:17:44, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.3683, loss: 2.3683, grad_norm: 4.4909 2020-08-05 19:16:14,362 - mmaction - INFO - Epoch [190][1380/3757] lr: 1.597e-02, eta: 2 days, 10:17:26, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7125, loss_cls: 2.2933, loss: 2.2933, grad_norm: 4.4911 2020-08-05 19:16:30,232 - mmaction - INFO - Epoch [190][1400/3757] lr: 1.597e-02, eta: 2 days, 10:17:09, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.1543, loss: 2.1543, grad_norm: 4.2998 2020-08-05 19:16:45,946 - mmaction - INFO - Epoch [190][1420/3757] lr: 1.597e-02, eta: 2 days, 10:16:51, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7258, loss_cls: 2.2389, loss: 2.2389, grad_norm: 4.4331 2020-08-05 19:17:01,935 - mmaction - INFO - Epoch [190][1440/3757] lr: 1.597e-02, eta: 2 days, 10:16:33, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7203, loss_cls: 2.3133, loss: 2.3133, grad_norm: 4.3753 2020-08-05 19:17:17,691 - mmaction - INFO - Epoch [190][1460/3757] lr: 1.597e-02, eta: 2 days, 10:16:15, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7234, loss_cls: 2.2582, loss: 2.2582, grad_norm: 4.2654 2020-08-05 19:17:33,439 - mmaction - INFO - Epoch [190][1480/3757] lr: 1.597e-02, eta: 2 days, 10:15:57, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7312, loss_cls: 2.2575, loss: 2.2575, grad_norm: 4.4179 2020-08-05 19:17:49,272 - mmaction - INFO - Epoch [190][1500/3757] lr: 1.597e-02, eta: 2 days, 10:15:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7117, loss_cls: 2.2938, loss: 2.2938, grad_norm: 4.5328 2020-08-05 19:18:05,081 - mmaction - INFO - Epoch [190][1520/3757] lr: 1.597e-02, eta: 2 days, 10:15:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7305, loss_cls: 2.1718, loss: 2.1718, grad_norm: 4.2982 2020-08-05 19:18:20,968 - mmaction - INFO - Epoch [190][1540/3757] lr: 1.597e-02, eta: 2 days, 10:15:04, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7406, loss_cls: 2.2207, loss: 2.2207, grad_norm: 4.3628 2020-08-05 19:18:36,744 - mmaction - INFO - Epoch [190][1560/3757] lr: 1.597e-02, eta: 2 days, 10:14:46, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7070, loss_cls: 2.2994, loss: 2.2994, grad_norm: 4.5262 2020-08-05 19:18:52,645 - mmaction - INFO - Epoch [190][1580/3757] lr: 1.597e-02, eta: 2 days, 10:14:29, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7492, loss_cls: 2.1077, loss: 2.1077, grad_norm: 4.2304 2020-08-05 19:19:08,476 - mmaction - INFO - Epoch [190][1600/3757] lr: 1.597e-02, eta: 2 days, 10:14:11, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7289, loss_cls: 2.2208, loss: 2.2208, grad_norm: 4.3522 2020-08-05 19:19:24,338 - mmaction - INFO - Epoch [190][1620/3757] lr: 1.597e-02, eta: 2 days, 10:13:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7469, loss_cls: 2.1737, loss: 2.1737, grad_norm: 4.4198 2020-08-05 19:19:40,202 - mmaction - INFO - Epoch [190][1640/3757] lr: 1.597e-02, eta: 2 days, 10:13:35, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7250, loss_cls: 2.3082, loss: 2.3082, grad_norm: 4.4498 2020-08-05 19:19:56,027 - mmaction - INFO - Epoch [190][1660/3757] lr: 1.597e-02, eta: 2 days, 10:13:18, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7055, loss_cls: 2.2931, loss: 2.2931, grad_norm: 4.2481 2020-08-05 19:20:11,935 - mmaction - INFO - Epoch [190][1680/3757] lr: 1.597e-02, eta: 2 days, 10:13:00, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.1997, loss: 2.1997, grad_norm: 4.3848 2020-08-05 19:20:27,767 - mmaction - INFO - Epoch [190][1700/3757] lr: 1.597e-02, eta: 2 days, 10:12:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7148, loss_cls: 2.2712, loss: 2.2712, grad_norm: 4.4726 2020-08-05 19:20:43,626 - mmaction - INFO - Epoch [190][1720/3757] lr: 1.597e-02, eta: 2 days, 10:12:24, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7305, loss_cls: 2.1762, loss: 2.1762, grad_norm: 4.3298 2020-08-05 19:20:59,417 - mmaction - INFO - Epoch [190][1740/3757] lr: 1.597e-02, eta: 2 days, 10:12:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7273, loss_cls: 2.2693, loss: 2.2693, grad_norm: 4.3492 2020-08-05 19:21:15,224 - mmaction - INFO - Epoch [190][1760/3757] lr: 1.597e-02, eta: 2 days, 10:11:49, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7242, loss_cls: 2.2366, loss: 2.2366, grad_norm: 4.4868 2020-08-05 19:21:31,049 - mmaction - INFO - Epoch [190][1780/3757] lr: 1.597e-02, eta: 2 days, 10:11:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7414, loss_cls: 2.1536, loss: 2.1536, grad_norm: 4.5157 2020-08-05 19:21:46,773 - mmaction - INFO - Epoch [190][1800/3757] lr: 1.597e-02, eta: 2 days, 10:11:13, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7219, loss_cls: 2.2082, loss: 2.2082, grad_norm: 4.5228 2020-08-05 19:22:02,652 - mmaction - INFO - Epoch [190][1820/3757] lr: 1.597e-02, eta: 2 days, 10:10:55, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2179, loss: 2.2179, grad_norm: 4.3929 2020-08-05 19:22:18,313 - mmaction - INFO - Epoch [190][1840/3757] lr: 1.597e-02, eta: 2 days, 10:10:37, time: 0.785, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7367, loss_cls: 2.1414, loss: 2.1414, grad_norm: 4.2855 2020-08-05 19:22:34,116 - mmaction - INFO - Epoch [190][1860/3757] lr: 1.597e-02, eta: 2 days, 10:10:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7469, loss_cls: 2.1855, loss: 2.1855, grad_norm: 4.4432 2020-08-05 19:22:49,925 - mmaction - INFO - Epoch [190][1880/3757] lr: 1.597e-02, eta: 2 days, 10:10:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7266, loss_cls: 2.2204, loss: 2.2204, grad_norm: 4.4472 2020-08-05 19:23:05,708 - mmaction - INFO - Epoch [190][1900/3757] lr: 1.597e-02, eta: 2 days, 10:09:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7367, loss_cls: 2.1701, loss: 2.1701, grad_norm: 4.3519 2020-08-05 19:23:21,477 - mmaction - INFO - Epoch [190][1920/3757] lr: 1.597e-02, eta: 2 days, 10:09:26, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7312, loss_cls: 2.1982, loss: 2.1982, grad_norm: 4.3880 2020-08-05 19:23:37,255 - mmaction - INFO - Epoch [190][1940/3757] lr: 1.597e-02, eta: 2 days, 10:09:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7352, loss_cls: 2.1791, loss: 2.1791, grad_norm: 4.3528 2020-08-05 19:23:53,155 - mmaction - INFO - Epoch [190][1960/3757] lr: 1.597e-02, eta: 2 days, 10:08:51, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7320, loss_cls: 2.2653, loss: 2.2653, grad_norm: 4.4881 2020-08-05 19:24:09,010 - mmaction - INFO - Epoch [190][1980/3757] lr: 1.597e-02, eta: 2 days, 10:08:33, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7266, loss_cls: 2.2536, loss: 2.2536, grad_norm: 4.4011 2020-08-05 19:24:24,864 - mmaction - INFO - Epoch [190][2000/3757] lr: 1.597e-02, eta: 2 days, 10:08:15, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7312, loss_cls: 2.1523, loss: 2.1523, grad_norm: 4.2443 2020-08-05 19:24:40,727 - mmaction - INFO - Epoch [190][2020/3757] lr: 1.597e-02, eta: 2 days, 10:07:57, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7289, loss_cls: 2.2455, loss: 2.2455, grad_norm: 4.5117 2020-08-05 19:24:56,573 - mmaction - INFO - Epoch [190][2040/3757] lr: 1.597e-02, eta: 2 days, 10:07:40, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7297, loss_cls: 2.2092, loss: 2.2092, grad_norm: 4.4082 2020-08-05 19:25:12,411 - mmaction - INFO - Epoch [190][2060/3757] lr: 1.597e-02, eta: 2 days, 10:07:22, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7164, loss_cls: 2.2356, loss: 2.2356, grad_norm: 4.5052 2020-08-05 19:25:28,324 - mmaction - INFO - Epoch [190][2080/3757] lr: 1.597e-02, eta: 2 days, 10:07:04, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7109, loss_cls: 2.2847, loss: 2.2847, grad_norm: 4.3081 2020-08-05 19:25:44,146 - mmaction - INFO - Epoch [190][2100/3757] lr: 1.597e-02, eta: 2 days, 10:06:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7070, loss_cls: 2.3145, loss: 2.3145, grad_norm: 4.5659 2020-08-05 19:26:00,033 - mmaction - INFO - Epoch [190][2120/3757] lr: 1.597e-02, eta: 2 days, 10:06:29, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7430, loss_cls: 2.2323, loss: 2.2323, grad_norm: 4.5019 2020-08-05 19:26:15,754 - mmaction - INFO - Epoch [190][2140/3757] lr: 1.597e-02, eta: 2 days, 10:06:11, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7453, loss_cls: 2.1873, loss: 2.1873, grad_norm: 4.4362 2020-08-05 19:26:31,599 - mmaction - INFO - Epoch [190][2160/3757] lr: 1.597e-02, eta: 2 days, 10:05:53, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7586, loss_cls: 2.0863, loss: 2.0863, grad_norm: 4.2695 2020-08-05 19:26:47,429 - mmaction - INFO - Epoch [190][2180/3757] lr: 1.597e-02, eta: 2 days, 10:05:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7258, loss_cls: 2.2202, loss: 2.2202, grad_norm: 4.3224 2020-08-05 19:27:03,308 - mmaction - INFO - Epoch [190][2200/3757] lr: 1.597e-02, eta: 2 days, 10:05:18, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7164, loss_cls: 2.3071, loss: 2.3071, grad_norm: 4.5744 2020-08-05 19:27:19,325 - mmaction - INFO - Epoch [190][2220/3757] lr: 1.597e-02, eta: 2 days, 10:05:00, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2075, loss: 2.2075, grad_norm: 4.4530 2020-08-05 19:27:35,118 - mmaction - INFO - Epoch [190][2240/3757] lr: 1.597e-02, eta: 2 days, 10:04:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7328, loss_cls: 2.2275, loss: 2.2275, grad_norm: 4.2509 2020-08-05 19:27:50,996 - mmaction - INFO - Epoch [190][2260/3757] lr: 1.597e-02, eta: 2 days, 10:04:24, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7336, loss_cls: 2.2070, loss: 2.2070, grad_norm: 4.3634 2020-08-05 19:28:06,830 - mmaction - INFO - Epoch [190][2280/3757] lr: 1.597e-02, eta: 2 days, 10:04:07, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7289, loss_cls: 2.1646, loss: 2.1646, grad_norm: 4.4248 2020-08-05 19:28:22,628 - mmaction - INFO - Epoch [190][2300/3757] lr: 1.597e-02, eta: 2 days, 10:03:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7242, loss_cls: 2.3241, loss: 2.3241, grad_norm: 4.5558 2020-08-05 19:28:38,515 - mmaction - INFO - Epoch [190][2320/3757] lr: 1.597e-02, eta: 2 days, 10:03:31, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7258, loss_cls: 2.2751, loss: 2.2751, grad_norm: 4.5622 2020-08-05 19:28:54,287 - mmaction - INFO - Epoch [190][2340/3757] lr: 1.597e-02, eta: 2 days, 10:03:13, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7328, loss_cls: 2.2062, loss: 2.2062, grad_norm: 4.4594 2020-08-05 19:29:10,105 - mmaction - INFO - Epoch [190][2360/3757] lr: 1.597e-02, eta: 2 days, 10:02:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7141, loss_cls: 2.2922, loss: 2.2922, grad_norm: 4.4958 2020-08-05 19:29:25,942 - mmaction - INFO - Epoch [190][2380/3757] lr: 1.597e-02, eta: 2 days, 10:02:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7164, loss_cls: 2.3223, loss: 2.3223, grad_norm: 4.4325 2020-08-05 19:29:41,789 - mmaction - INFO - Epoch [190][2400/3757] lr: 1.597e-02, eta: 2 days, 10:02:20, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7422, loss_cls: 2.1093, loss: 2.1093, grad_norm: 4.2680 2020-08-05 19:29:57,531 - mmaction - INFO - Epoch [190][2420/3757] lr: 1.597e-02, eta: 2 days, 10:02:02, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7297, loss_cls: 2.2477, loss: 2.2477, grad_norm: 4.4562 2020-08-05 19:30:13,476 - mmaction - INFO - Epoch [190][2440/3757] lr: 1.597e-02, eta: 2 days, 10:01:45, time: 0.797, data_time: 0.009, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7391, loss_cls: 2.2157, loss: 2.2157, grad_norm: 4.4648 2020-08-05 19:30:29,321 - mmaction - INFO - Epoch [190][2460/3757] lr: 1.597e-02, eta: 2 days, 10:01:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7469, loss_cls: 2.1899, loss: 2.1899, grad_norm: 4.5414 2020-08-05 19:30:45,119 - mmaction - INFO - Epoch [190][2480/3757] lr: 1.597e-02, eta: 2 days, 10:01:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7375, loss_cls: 2.1708, loss: 2.1708, grad_norm: 4.4842 2020-08-05 19:31:00,984 - mmaction - INFO - Epoch [190][2500/3757] lr: 1.597e-02, eta: 2 days, 10:00:51, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7164, loss_cls: 2.2777, loss: 2.2777, grad_norm: 4.4941 2020-08-05 19:31:16,824 - mmaction - INFO - Epoch [190][2520/3757] lr: 1.597e-02, eta: 2 days, 10:00:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7070, loss_cls: 2.2742, loss: 2.2742, grad_norm: 4.4363 2020-08-05 19:31:33,016 - mmaction - INFO - Epoch [190][2540/3757] lr: 1.597e-02, eta: 2 days, 10:00:16, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7352, loss_cls: 2.1900, loss: 2.1900, grad_norm: 4.3923 2020-08-05 19:31:48,926 - mmaction - INFO - Epoch [190][2560/3757] lr: 1.597e-02, eta: 2 days, 9:59:59, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7383, loss_cls: 2.1601, loss: 2.1601, grad_norm: 4.3622 2020-08-05 19:32:04,763 - mmaction - INFO - Epoch [190][2580/3757] lr: 1.597e-02, eta: 2 days, 9:59:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7141, loss_cls: 2.2437, loss: 2.2437, grad_norm: 4.4200 2020-08-05 19:32:20,805 - mmaction - INFO - Epoch [190][2600/3757] lr: 1.597e-02, eta: 2 days, 9:59:23, time: 0.802, data_time: 0.005, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.1653, loss: 2.1653, grad_norm: 4.3790 2020-08-05 19:32:36,962 - mmaction - INFO - Epoch [190][2620/3757] lr: 1.597e-02, eta: 2 days, 9:59:06, time: 0.810, data_time: 0.005, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7305, loss_cls: 2.2191, loss: 2.2191, grad_norm: 4.3369 2020-08-05 19:32:53,037 - mmaction - INFO - Epoch [190][2640/3757] lr: 1.597e-02, eta: 2 days, 9:58:48, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7008, loss_cls: 2.3011, loss: 2.3011, grad_norm: 4.3895 2020-08-05 19:33:08,936 - mmaction - INFO - Epoch [190][2660/3757] lr: 1.597e-02, eta: 2 days, 9:58:31, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7172, loss_cls: 2.2883, loss: 2.2883, grad_norm: 4.3207 2020-08-05 19:33:25,027 - mmaction - INFO - Epoch [190][2680/3757] lr: 1.597e-02, eta: 2 days, 9:58:13, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7320, loss_cls: 2.1724, loss: 2.1724, grad_norm: 4.4105 2020-08-05 19:33:41,046 - mmaction - INFO - Epoch [190][2700/3757] lr: 1.597e-02, eta: 2 days, 9:57:56, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7281, loss_cls: 2.2457, loss: 2.2457, grad_norm: 4.4027 2020-08-05 19:33:56,977 - mmaction - INFO - Epoch [190][2720/3757] lr: 1.597e-02, eta: 2 days, 9:57:38, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4578, top5_acc: 0.7125, loss_cls: 2.3276, loss: 2.3276, grad_norm: 4.5362 2020-08-05 19:34:13,022 - mmaction - INFO - Epoch [190][2740/3757] lr: 1.597e-02, eta: 2 days, 9:57:20, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7070, loss_cls: 2.3405, loss: 2.3405, grad_norm: 4.4833 2020-08-05 19:34:29,047 - mmaction - INFO - Epoch [190][2760/3757] lr: 1.597e-02, eta: 2 days, 9:57:03, time: 0.803, data_time: 0.005, memory: 6192, top1_acc: 0.4570, top5_acc: 0.7156, loss_cls: 2.3453, loss: 2.3453, grad_norm: 4.4892 2020-08-05 19:34:44,969 - mmaction - INFO - Epoch [190][2780/3757] lr: 1.597e-02, eta: 2 days, 9:56:45, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7086, loss_cls: 2.2946, loss: 2.2946, grad_norm: 4.4526 2020-08-05 19:35:00,932 - mmaction - INFO - Epoch [190][2800/3757] lr: 1.597e-02, eta: 2 days, 9:56:28, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7250, loss_cls: 2.2710, loss: 2.2710, grad_norm: 4.3833 2020-08-05 19:35:17,027 - mmaction - INFO - Epoch [190][2820/3757] lr: 1.597e-02, eta: 2 days, 9:56:10, time: 0.805, data_time: 0.005, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7273, loss_cls: 2.2806, loss: 2.2806, grad_norm: 4.3700 2020-08-05 19:35:33,062 - mmaction - INFO - Epoch [190][2840/3757] lr: 1.597e-02, eta: 2 days, 9:55:53, time: 0.803, data_time: 0.005, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7305, loss_cls: 2.1993, loss: 2.1993, grad_norm: 4.3719 2020-08-05 19:35:49,160 - mmaction - INFO - Epoch [190][2860/3757] lr: 1.597e-02, eta: 2 days, 9:55:35, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1553, loss: 2.1553, grad_norm: 4.3645 2020-08-05 19:36:05,245 - mmaction - INFO - Epoch [190][2880/3757] lr: 1.597e-02, eta: 2 days, 9:55:18, time: 0.805, data_time: 0.006, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7250, loss_cls: 2.2795, loss: 2.2795, grad_norm: 4.4454 2020-08-05 19:36:21,246 - mmaction - INFO - Epoch [190][2900/3757] lr: 1.597e-02, eta: 2 days, 9:55:00, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7289, loss_cls: 2.2642, loss: 2.2642, grad_norm: 4.5175 2020-08-05 19:36:37,325 - mmaction - INFO - Epoch [190][2920/3757] lr: 1.597e-02, eta: 2 days, 9:54:43, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7289, loss_cls: 2.2016, loss: 2.2016, grad_norm: 4.4015 2020-08-05 19:36:53,367 - mmaction - INFO - Epoch [190][2940/3757] lr: 1.597e-02, eta: 2 days, 9:54:25, time: 0.805, data_time: 0.007, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7109, loss_cls: 2.3208, loss: 2.3208, grad_norm: 4.4332 2020-08-05 19:37:09,398 - mmaction - INFO - Epoch [190][2960/3757] lr: 1.597e-02, eta: 2 days, 9:54:08, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7133, loss_cls: 2.2809, loss: 2.2809, grad_norm: 4.3282 2020-08-05 19:37:25,407 - mmaction - INFO - Epoch [190][2980/3757] lr: 1.597e-02, eta: 2 days, 9:53:50, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7383, loss_cls: 2.2403, loss: 2.2403, grad_norm: 4.3202 2020-08-05 19:37:41,555 - mmaction - INFO - Epoch [190][3000/3757] lr: 1.597e-02, eta: 2 days, 9:53:33, time: 0.809, data_time: 0.005, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7383, loss_cls: 2.2209, loss: 2.2209, grad_norm: 4.3250 2020-08-05 19:37:57,712 - mmaction - INFO - Epoch [190][3020/3757] lr: 1.597e-02, eta: 2 days, 9:53:15, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7320, loss_cls: 2.2288, loss: 2.2288, grad_norm: 4.5154 2020-08-05 19:38:13,777 - mmaction - INFO - Epoch [190][3040/3757] lr: 1.597e-02, eta: 2 days, 9:52:58, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7320, loss_cls: 2.2544, loss: 2.2544, grad_norm: 4.4270 2020-08-05 19:38:29,758 - mmaction - INFO - Epoch [190][3060/3757] lr: 1.597e-02, eta: 2 days, 9:52:40, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7516, loss_cls: 2.1596, loss: 2.1596, grad_norm: 4.3791 2020-08-05 19:38:46,040 - mmaction - INFO - Epoch [190][3080/3757] lr: 1.597e-02, eta: 2 days, 9:52:23, time: 0.812, data_time: 0.009, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7227, loss_cls: 2.2906, loss: 2.2906, grad_norm: 4.5841 2020-08-05 19:39:02,154 - mmaction - INFO - Epoch [190][3100/3757] lr: 1.597e-02, eta: 2 days, 9:52:05, time: 0.806, data_time: 0.005, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7289, loss_cls: 2.2200, loss: 2.2200, grad_norm: 4.4203 2020-08-05 19:39:18,303 - mmaction - INFO - Epoch [190][3120/3757] lr: 1.597e-02, eta: 2 days, 9:51:48, time: 0.807, data_time: 0.005, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7430, loss_cls: 2.1793, loss: 2.1793, grad_norm: 4.3141 2020-08-05 19:39:37,069 - mmaction - INFO - Epoch [190][3140/3757] lr: 1.597e-02, eta: 2 days, 9:51:33, time: 0.940, data_time: 0.005, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7383, loss_cls: 2.2744, loss: 2.2744, grad_norm: 4.4939 2020-08-05 19:39:53,423 - mmaction - INFO - Epoch [190][3160/3757] lr: 1.597e-02, eta: 2 days, 9:51:16, time: 0.817, data_time: 0.001, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7359, loss_cls: 2.2177, loss: 2.2177, grad_norm: 4.3822 2020-08-05 19:40:09,594 - mmaction - INFO - Epoch [190][3180/3757] lr: 1.597e-02, eta: 2 days, 9:50:59, time: 0.809, data_time: 0.004, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7250, loss_cls: 2.1546, loss: 2.1546, grad_norm: 4.2697 2020-08-05 19:40:25,578 - mmaction - INFO - Epoch [190][3200/3757] lr: 1.597e-02, eta: 2 days, 9:50:41, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7211, loss_cls: 2.2309, loss: 2.2309, grad_norm: 4.3742 2020-08-05 19:40:41,703 - mmaction - INFO - Epoch [190][3220/3757] lr: 1.597e-02, eta: 2 days, 9:50:24, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7273, loss_cls: 2.2254, loss: 2.2254, grad_norm: 4.4367 2020-08-05 19:40:57,720 - mmaction - INFO - Epoch [190][3240/3757] lr: 1.597e-02, eta: 2 days, 9:50:06, time: 0.802, data_time: 0.005, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7359, loss_cls: 2.2387, loss: 2.2387, grad_norm: 4.5213 2020-08-05 19:41:13,904 - mmaction - INFO - Epoch [190][3260/3757] lr: 1.597e-02, eta: 2 days, 9:49:49, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7352, loss_cls: 2.1791, loss: 2.1791, grad_norm: 4.3730 2020-08-05 19:41:30,066 - mmaction - INFO - Epoch [190][3280/3757] lr: 1.597e-02, eta: 2 days, 9:49:31, time: 0.810, data_time: 0.006, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7266, loss_cls: 2.2178, loss: 2.2178, grad_norm: 4.4093 2020-08-05 19:41:45,854 - mmaction - INFO - Epoch [190][3300/3757] lr: 1.597e-02, eta: 2 days, 9:49:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7320, loss_cls: 2.3099, loss: 2.3099, grad_norm: 4.4895 2020-08-05 19:42:01,693 - mmaction - INFO - Epoch [190][3320/3757] lr: 1.597e-02, eta: 2 days, 9:48:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7156, loss_cls: 2.3096, loss: 2.3096, grad_norm: 4.3487 2020-08-05 19:42:17,574 - mmaction - INFO - Epoch [190][3340/3757] lr: 1.597e-02, eta: 2 days, 9:48:38, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7156, loss_cls: 2.2166, loss: 2.2166, grad_norm: 4.2198 2020-08-05 19:42:33,387 - mmaction - INFO - Epoch [190][3360/3757] lr: 1.597e-02, eta: 2 days, 9:48:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2146, loss: 2.2146, grad_norm: 4.3446 2020-08-05 19:42:49,265 - mmaction - INFO - Epoch [190][3380/3757] lr: 1.597e-02, eta: 2 days, 9:48:03, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7281, loss_cls: 2.1850, loss: 2.1850, grad_norm: 4.3817 2020-08-05 19:43:05,082 - mmaction - INFO - Epoch [190][3400/3757] lr: 1.597e-02, eta: 2 days, 9:47:45, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7242, loss_cls: 2.2854, loss: 2.2854, grad_norm: 4.3452 2020-08-05 19:43:20,882 - mmaction - INFO - Epoch [190][3420/3757] lr: 1.597e-02, eta: 2 days, 9:47:27, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7305, loss_cls: 2.2057, loss: 2.2057, grad_norm: 4.3248 2020-08-05 19:43:36,698 - mmaction - INFO - Epoch [190][3440/3757] lr: 1.597e-02, eta: 2 days, 9:47:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7172, loss_cls: 2.2630, loss: 2.2630, grad_norm: 4.5514 2020-08-05 19:43:52,575 - mmaction - INFO - Epoch [190][3460/3757] lr: 1.597e-02, eta: 2 days, 9:46:52, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7258, loss_cls: 2.2535, loss: 2.2535, grad_norm: 4.2529 2020-08-05 19:44:08,399 - mmaction - INFO - Epoch [190][3480/3757] lr: 1.597e-02, eta: 2 days, 9:46:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7070, loss_cls: 2.3019, loss: 2.3019, grad_norm: 4.3360 2020-08-05 19:44:24,323 - mmaction - INFO - Epoch [190][3500/3757] lr: 1.597e-02, eta: 2 days, 9:46:16, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7383, loss_cls: 2.1900, loss: 2.1900, grad_norm: 4.4052 2020-08-05 19:44:40,142 - mmaction - INFO - Epoch [190][3520/3757] lr: 1.597e-02, eta: 2 days, 9:45:59, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7320, loss_cls: 2.2347, loss: 2.2347, grad_norm: 4.4246 2020-08-05 19:44:55,939 - mmaction - INFO - Epoch [190][3540/3757] lr: 1.597e-02, eta: 2 days, 9:45:41, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.1816, loss: 2.1816, grad_norm: 4.4055 2020-08-05 19:45:11,782 - mmaction - INFO - Epoch [190][3560/3757] lr: 1.597e-02, eta: 2 days, 9:45:23, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7227, loss_cls: 2.2327, loss: 2.2327, grad_norm: 4.4954 2020-08-05 19:45:27,704 - mmaction - INFO - Epoch [190][3580/3757] lr: 1.597e-02, eta: 2 days, 9:45:05, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4648, top5_acc: 0.7258, loss_cls: 2.2971, loss: 2.2971, grad_norm: 4.5626 2020-08-05 19:45:43,599 - mmaction - INFO - Epoch [190][3600/3757] lr: 1.597e-02, eta: 2 days, 9:44:48, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7250, loss_cls: 2.2328, loss: 2.2328, grad_norm: 4.3819 2020-08-05 19:45:59,457 - mmaction - INFO - Epoch [190][3620/3757] lr: 1.597e-02, eta: 2 days, 9:44:30, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7422, loss_cls: 2.1719, loss: 2.1719, grad_norm: 4.3753 2020-08-05 19:46:15,352 - mmaction - INFO - Epoch [190][3640/3757] lr: 1.597e-02, eta: 2 days, 9:44:12, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7219, loss_cls: 2.2419, loss: 2.2419, grad_norm: 4.3630 2020-08-05 19:46:31,551 - mmaction - INFO - Epoch [190][3660/3757] lr: 1.597e-02, eta: 2 days, 9:43:55, time: 0.811, data_time: 0.015, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7203, loss_cls: 2.2509, loss: 2.2509, grad_norm: 4.4219 2020-08-05 19:46:47,353 - mmaction - INFO - Epoch [190][3680/3757] lr: 1.597e-02, eta: 2 days, 9:43:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7320, loss_cls: 2.2150, loss: 2.2150, grad_norm: 4.3769 2020-08-05 19:47:03,242 - mmaction - INFO - Epoch [190][3700/3757] lr: 1.597e-02, eta: 2 days, 9:43:20, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7133, loss_cls: 2.3538, loss: 2.3538, grad_norm: 4.5464 2020-08-05 19:47:19,148 - mmaction - INFO - Epoch [190][3720/3757] lr: 1.597e-02, eta: 2 days, 9:43:02, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7352, loss_cls: 2.2403, loss: 2.2403, grad_norm: 4.3589 2020-08-05 19:47:34,998 - mmaction - INFO - Epoch [190][3740/3757] lr: 1.597e-02, eta: 2 days, 9:42:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7453, loss_cls: 2.1285, loss: 2.1285, grad_norm: 4.4147 2020-08-05 19:50:45,180 - mmaction - INFO - Epoch [191][20/3757] lr: 1.552e-02, eta: 2 days, 9:44:37, time: 8.308, data_time: 7.432, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7328, loss_cls: 2.2184, loss: 2.2184, grad_norm: 4.3908 2020-08-05 19:51:01,036 - mmaction - INFO - Epoch [191][40/3757] lr: 1.552e-02, eta: 2 days, 9:44:19, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.1259, loss: 2.1259, grad_norm: 4.5084 2020-08-05 19:51:16,836 - mmaction - INFO - Epoch [191][60/3757] lr: 1.552e-02, eta: 2 days, 9:44:01, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7102, loss_cls: 2.2692, loss: 2.2692, grad_norm: 4.5208 2020-08-05 19:51:32,629 - mmaction - INFO - Epoch [191][80/3757] lr: 1.552e-02, eta: 2 days, 9:43:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7188, loss_cls: 2.1967, loss: 2.1967, grad_norm: 4.3350 2020-08-05 19:51:48,591 - mmaction - INFO - Epoch [191][100/3757] lr: 1.552e-02, eta: 2 days, 9:43:26, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7609, loss_cls: 2.0575, loss: 2.0575, grad_norm: 4.4021 2020-08-05 19:52:04,419 - mmaction - INFO - Epoch [191][120/3757] lr: 1.552e-02, eta: 2 days, 9:43:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7508, loss_cls: 2.1633, loss: 2.1633, grad_norm: 4.6025 2020-08-05 19:52:20,334 - mmaction - INFO - Epoch [191][140/3757] lr: 1.552e-02, eta: 2 days, 9:42:51, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7406, loss_cls: 2.1990, loss: 2.1990, grad_norm: 4.5314 2020-08-05 19:52:36,185 - mmaction - INFO - Epoch [191][160/3757] lr: 1.552e-02, eta: 2 days, 9:42:33, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7367, loss_cls: 2.1812, loss: 2.1812, grad_norm: 4.3734 2020-08-05 19:52:52,077 - mmaction - INFO - Epoch [191][180/3757] lr: 1.552e-02, eta: 2 days, 9:42:15, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7508, loss_cls: 2.1200, loss: 2.1200, grad_norm: 4.4377 2020-08-05 19:53:07,813 - mmaction - INFO - Epoch [191][200/3757] lr: 1.552e-02, eta: 2 days, 9:41:57, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7281, loss_cls: 2.1853, loss: 2.1853, grad_norm: 4.4251 2020-08-05 19:53:23,741 - mmaction - INFO - Epoch [191][220/3757] lr: 1.552e-02, eta: 2 days, 9:41:40, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4523, top5_acc: 0.7156, loss_cls: 2.3412, loss: 2.3412, grad_norm: 4.4698 2020-08-05 19:53:39,468 - mmaction - INFO - Epoch [191][240/3757] lr: 1.552e-02, eta: 2 days, 9:41:22, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7352, loss_cls: 2.2103, loss: 2.2103, grad_norm: 4.4701 2020-08-05 19:53:55,336 - mmaction - INFO - Epoch [191][260/3757] lr: 1.552e-02, eta: 2 days, 9:41:04, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7375, loss_cls: 2.1813, loss: 2.1813, grad_norm: 4.4301 2020-08-05 19:54:11,183 - mmaction - INFO - Epoch [191][280/3757] lr: 1.552e-02, eta: 2 days, 9:40:46, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7570, loss_cls: 2.0687, loss: 2.0687, grad_norm: 4.3654 2020-08-05 19:54:27,029 - mmaction - INFO - Epoch [191][300/3757] lr: 1.552e-02, eta: 2 days, 9:40:29, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7344, loss_cls: 2.1775, loss: 2.1775, grad_norm: 4.5048 2020-08-05 19:54:42,879 - mmaction - INFO - Epoch [191][320/3757] lr: 1.552e-02, eta: 2 days, 9:40:11, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7398, loss_cls: 2.2073, loss: 2.2073, grad_norm: 4.3579 2020-08-05 19:54:58,695 - mmaction - INFO - Epoch [191][340/3757] lr: 1.552e-02, eta: 2 days, 9:39:53, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7305, loss_cls: 2.2097, loss: 2.2097, grad_norm: 4.3526 2020-08-05 19:55:14,499 - mmaction - INFO - Epoch [191][360/3757] lr: 1.552e-02, eta: 2 days, 9:39:35, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7383, loss_cls: 2.1231, loss: 2.1231, grad_norm: 4.4831 2020-08-05 19:55:30,356 - mmaction - INFO - Epoch [191][380/3757] lr: 1.552e-02, eta: 2 days, 9:39:18, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4430, top5_acc: 0.7102, loss_cls: 2.3115, loss: 2.3115, grad_norm: 4.5321 2020-08-05 19:55:46,181 - mmaction - INFO - Epoch [191][400/3757] lr: 1.552e-02, eta: 2 days, 9:39:00, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7367, loss_cls: 2.1701, loss: 2.1701, grad_norm: 4.4603 2020-08-05 19:56:02,082 - mmaction - INFO - Epoch [191][420/3757] lr: 1.552e-02, eta: 2 days, 9:38:42, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7281, loss_cls: 2.1993, loss: 2.1993, grad_norm: 4.5363 2020-08-05 19:56:17,946 - mmaction - INFO - Epoch [191][440/3757] lr: 1.552e-02, eta: 2 days, 9:38:24, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7258, loss_cls: 2.2384, loss: 2.2384, grad_norm: 4.5466 2020-08-05 19:56:33,880 - mmaction - INFO - Epoch [191][460/3757] lr: 1.552e-02, eta: 2 days, 9:38:07, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7336, loss_cls: 2.1756, loss: 2.1756, grad_norm: 4.3867 2020-08-05 19:56:49,767 - mmaction - INFO - Epoch [191][480/3757] lr: 1.552e-02, eta: 2 days, 9:37:49, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7438, loss_cls: 2.1840, loss: 2.1840, grad_norm: 4.5058 2020-08-05 19:57:05,682 - mmaction - INFO - Epoch [191][500/3757] lr: 1.552e-02, eta: 2 days, 9:37:31, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7297, loss_cls: 2.1640, loss: 2.1640, grad_norm: 4.2811 2020-08-05 19:57:21,582 - mmaction - INFO - Epoch [191][520/3757] lr: 1.552e-02, eta: 2 days, 9:37:14, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7469, loss_cls: 2.1838, loss: 2.1838, grad_norm: 4.4910 2020-08-05 19:57:37,427 - mmaction - INFO - Epoch [191][540/3757] lr: 1.552e-02, eta: 2 days, 9:36:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7375, loss_cls: 2.1190, loss: 2.1190, grad_norm: 4.4324 2020-08-05 19:57:53,320 - mmaction - INFO - Epoch [191][560/3757] lr: 1.552e-02, eta: 2 days, 9:36:38, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7148, loss_cls: 2.3122, loss: 2.3122, grad_norm: 4.6108 2020-08-05 19:58:09,150 - mmaction - INFO - Epoch [191][580/3757] lr: 1.552e-02, eta: 2 days, 9:36:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1734, loss: 2.1734, grad_norm: 4.4503 2020-08-05 19:58:25,000 - mmaction - INFO - Epoch [191][600/3757] lr: 1.552e-02, eta: 2 days, 9:36:03, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2068, loss: 2.2068, grad_norm: 4.4303 2020-08-05 19:58:40,833 - mmaction - INFO - Epoch [191][620/3757] lr: 1.552e-02, eta: 2 days, 9:35:45, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7383, loss_cls: 2.1796, loss: 2.1796, grad_norm: 4.3633 2020-08-05 19:58:56,686 - mmaction - INFO - Epoch [191][640/3757] lr: 1.552e-02, eta: 2 days, 9:35:27, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7320, loss_cls: 2.1958, loss: 2.1958, grad_norm: 4.4037 2020-08-05 19:59:12,491 - mmaction - INFO - Epoch [191][660/3757] lr: 1.552e-02, eta: 2 days, 9:35:09, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7492, loss_cls: 2.0762, loss: 2.0762, grad_norm: 4.4791 2020-08-05 19:59:28,309 - mmaction - INFO - Epoch [191][680/3757] lr: 1.552e-02, eta: 2 days, 9:34:52, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7414, loss_cls: 2.1162, loss: 2.1162, grad_norm: 4.4369 2020-08-05 19:59:44,142 - mmaction - INFO - Epoch [191][700/3757] lr: 1.552e-02, eta: 2 days, 9:34:34, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7328, loss_cls: 2.1806, loss: 2.1806, grad_norm: 4.3914 2020-08-05 19:59:59,983 - mmaction - INFO - Epoch [191][720/3757] lr: 1.552e-02, eta: 2 days, 9:34:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7320, loss_cls: 2.1978, loss: 2.1978, grad_norm: 4.4872 2020-08-05 20:00:18,806 - mmaction - INFO - Epoch [191][740/3757] lr: 1.552e-02, eta: 2 days, 9:34:02, time: 0.940, data_time: 0.013, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7367, loss_cls: 2.1441, loss: 2.1441, grad_norm: 4.2577 2020-08-05 20:00:34,641 - mmaction - INFO - Epoch [191][760/3757] lr: 1.552e-02, eta: 2 days, 9:33:44, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7438, loss_cls: 2.1954, loss: 2.1954, grad_norm: 4.3546 2020-08-05 20:00:50,555 - mmaction - INFO - Epoch [191][780/3757] lr: 1.552e-02, eta: 2 days, 9:33:26, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7336, loss_cls: 2.2166, loss: 2.2166, grad_norm: 4.5296 2020-08-05 20:01:06,431 - mmaction - INFO - Epoch [191][800/3757] lr: 1.552e-02, eta: 2 days, 9:33:08, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7234, loss_cls: 2.2573, loss: 2.2573, grad_norm: 4.4048 2020-08-05 20:01:22,274 - mmaction - INFO - Epoch [191][820/3757] lr: 1.552e-02, eta: 2 days, 9:32:51, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7117, loss_cls: 2.2861, loss: 2.2861, grad_norm: 4.4706 2020-08-05 20:01:38,089 - mmaction - INFO - Epoch [191][840/3757] lr: 1.552e-02, eta: 2 days, 9:32:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7328, loss_cls: 2.1624, loss: 2.1624, grad_norm: 4.3466 2020-08-05 20:01:53,849 - mmaction - INFO - Epoch [191][860/3757] lr: 1.552e-02, eta: 2 days, 9:32:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7414, loss_cls: 2.2173, loss: 2.2173, grad_norm: 4.4988 2020-08-05 20:02:09,690 - mmaction - INFO - Epoch [191][880/3757] lr: 1.552e-02, eta: 2 days, 9:31:57, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7242, loss_cls: 2.2921, loss: 2.2921, grad_norm: 4.5055 2020-08-05 20:02:25,420 - mmaction - INFO - Epoch [191][900/3757] lr: 1.552e-02, eta: 2 days, 9:31:40, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7305, loss_cls: 2.2054, loss: 2.2054, grad_norm: 4.3798 2020-08-05 20:02:41,170 - mmaction - INFO - Epoch [191][920/3757] lr: 1.552e-02, eta: 2 days, 9:31:22, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7266, loss_cls: 2.1912, loss: 2.1912, grad_norm: 4.5093 2020-08-05 20:02:56,972 - mmaction - INFO - Epoch [191][940/3757] lr: 1.552e-02, eta: 2 days, 9:31:04, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7211, loss_cls: 2.2457, loss: 2.2457, grad_norm: 4.4489 2020-08-05 20:03:12,821 - mmaction - INFO - Epoch [191][960/3757] lr: 1.552e-02, eta: 2 days, 9:30:46, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7055, loss_cls: 2.3528, loss: 2.3528, grad_norm: 4.4154 2020-08-05 20:03:28,649 - mmaction - INFO - Epoch [191][980/3757] lr: 1.552e-02, eta: 2 days, 9:30:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7148, loss_cls: 2.2792, loss: 2.2792, grad_norm: 4.5171 2020-08-05 20:03:44,531 - mmaction - INFO - Epoch [191][1000/3757] lr: 1.552e-02, eta: 2 days, 9:30:11, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7617, loss_cls: 2.0416, loss: 2.0416, grad_norm: 4.3370 2020-08-05 20:04:00,436 - mmaction - INFO - Epoch [191][1020/3757] lr: 1.552e-02, eta: 2 days, 9:29:53, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7305, loss_cls: 2.2117, loss: 2.2117, grad_norm: 4.3246 2020-08-05 20:04:16,278 - mmaction - INFO - Epoch [191][1040/3757] lr: 1.552e-02, eta: 2 days, 9:29:35, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7328, loss_cls: 2.2208, loss: 2.2208, grad_norm: 4.4180 2020-08-05 20:04:32,074 - mmaction - INFO - Epoch [191][1060/3757] lr: 1.552e-02, eta: 2 days, 9:29:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7461, loss_cls: 2.1949, loss: 2.1949, grad_norm: 4.4938 2020-08-05 20:04:47,846 - mmaction - INFO - Epoch [191][1080/3757] lr: 1.552e-02, eta: 2 days, 9:29:00, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7477, loss_cls: 2.1718, loss: 2.1718, grad_norm: 4.5245 2020-08-05 20:05:03,725 - mmaction - INFO - Epoch [191][1100/3757] lr: 1.552e-02, eta: 2 days, 9:28:42, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7117, loss_cls: 2.3433, loss: 2.3433, grad_norm: 4.5436 2020-08-05 20:05:19,466 - mmaction - INFO - Epoch [191][1120/3757] lr: 1.552e-02, eta: 2 days, 9:28:24, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7414, loss_cls: 2.1611, loss: 2.1611, grad_norm: 4.2839 2020-08-05 20:05:35,348 - mmaction - INFO - Epoch [191][1140/3757] lr: 1.552e-02, eta: 2 days, 9:28:06, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7203, loss_cls: 2.2681, loss: 2.2681, grad_norm: 4.4161 2020-08-05 20:05:51,185 - mmaction - INFO - Epoch [191][1160/3757] lr: 1.552e-02, eta: 2 days, 9:27:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7219, loss_cls: 2.2217, loss: 2.2217, grad_norm: 4.5174 2020-08-05 20:06:07,015 - mmaction - INFO - Epoch [191][1180/3757] lr: 1.552e-02, eta: 2 days, 9:27:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7594, loss_cls: 2.1018, loss: 2.1018, grad_norm: 4.4354 2020-08-05 20:06:22,900 - mmaction - INFO - Epoch [191][1200/3757] lr: 1.552e-02, eta: 2 days, 9:27:13, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7141, loss_cls: 2.3071, loss: 2.3071, grad_norm: 4.4489 2020-08-05 20:06:38,757 - mmaction - INFO - Epoch [191][1220/3757] lr: 1.552e-02, eta: 2 days, 9:26:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7266, loss_cls: 2.2116, loss: 2.2116, grad_norm: 4.3691 2020-08-05 20:06:54,676 - mmaction - INFO - Epoch [191][1240/3757] lr: 1.552e-02, eta: 2 days, 9:26:38, time: 0.797, data_time: 0.012, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7391, loss_cls: 2.1888, loss: 2.1888, grad_norm: 4.4174 2020-08-05 20:07:10,487 - mmaction - INFO - Epoch [191][1260/3757] lr: 1.552e-02, eta: 2 days, 9:26:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7352, loss_cls: 2.1620, loss: 2.1620, grad_norm: 4.5360 2020-08-05 20:07:26,428 - mmaction - INFO - Epoch [191][1280/3757] lr: 1.552e-02, eta: 2 days, 9:26:03, time: 0.797, data_time: 0.009, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7188, loss_cls: 2.2914, loss: 2.2914, grad_norm: 4.4974 2020-08-05 20:07:42,314 - mmaction - INFO - Epoch [191][1300/3757] lr: 1.552e-02, eta: 2 days, 9:25:45, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7242, loss_cls: 2.2436, loss: 2.2436, grad_norm: 4.4008 2020-08-05 20:07:58,098 - mmaction - INFO - Epoch [191][1320/3757] lr: 1.552e-02, eta: 2 days, 9:25:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7141, loss_cls: 2.2605, loss: 2.2605, grad_norm: 4.4774 2020-08-05 20:08:14,071 - mmaction - INFO - Epoch [191][1340/3757] lr: 1.552e-02, eta: 2 days, 9:25:09, time: 0.799, data_time: 0.010, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7344, loss_cls: 2.2047, loss: 2.2047, grad_norm: 4.3551 2020-08-05 20:08:29,949 - mmaction - INFO - Epoch [191][1360/3757] lr: 1.552e-02, eta: 2 days, 9:24:52, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.1517, loss: 2.1517, grad_norm: 4.2463 2020-08-05 20:08:45,761 - mmaction - INFO - Epoch [191][1380/3757] lr: 1.552e-02, eta: 2 days, 9:24:34, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7320, loss_cls: 2.2017, loss: 2.2017, grad_norm: 4.4407 2020-08-05 20:09:01,717 - mmaction - INFO - Epoch [191][1400/3757] lr: 1.552e-02, eta: 2 days, 9:24:16, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7273, loss_cls: 2.1735, loss: 2.1735, grad_norm: 4.4822 2020-08-05 20:09:17,431 - mmaction - INFO - Epoch [191][1420/3757] lr: 1.552e-02, eta: 2 days, 9:23:58, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7164, loss_cls: 2.1982, loss: 2.1982, grad_norm: 4.4158 2020-08-05 20:09:33,228 - mmaction - INFO - Epoch [191][1440/3757] lr: 1.552e-02, eta: 2 days, 9:23:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7063, loss_cls: 2.3240, loss: 2.3240, grad_norm: 4.4505 2020-08-05 20:09:49,109 - mmaction - INFO - Epoch [191][1460/3757] lr: 1.552e-02, eta: 2 days, 9:23:23, time: 0.793, data_time: 0.007, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1694, loss: 2.1694, grad_norm: 4.4322 2020-08-05 20:10:05,006 - mmaction - INFO - Epoch [191][1480/3757] lr: 1.552e-02, eta: 2 days, 9:23:05, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7367, loss_cls: 2.1776, loss: 2.1776, grad_norm: 4.4599 2020-08-05 20:10:20,881 - mmaction - INFO - Epoch [191][1500/3757] lr: 1.552e-02, eta: 2 days, 9:22:48, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7180, loss_cls: 2.2895, loss: 2.2895, grad_norm: 4.5495 2020-08-05 20:10:36,731 - mmaction - INFO - Epoch [191][1520/3757] lr: 1.552e-02, eta: 2 days, 9:22:30, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7211, loss_cls: 2.2229, loss: 2.2229, grad_norm: 4.4622 2020-08-05 20:10:52,395 - mmaction - INFO - Epoch [191][1540/3757] lr: 1.552e-02, eta: 2 days, 9:22:12, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7195, loss_cls: 2.2516, loss: 2.2516, grad_norm: 4.4309 2020-08-05 20:11:08,190 - mmaction - INFO - Epoch [191][1560/3757] lr: 1.552e-02, eta: 2 days, 9:21:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7266, loss_cls: 2.2205, loss: 2.2205, grad_norm: 4.4651 2020-08-05 20:11:24,051 - mmaction - INFO - Epoch [191][1580/3757] lr: 1.552e-02, eta: 2 days, 9:21:37, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7297, loss_cls: 2.2579, loss: 2.2579, grad_norm: 4.6112 2020-08-05 20:11:39,906 - mmaction - INFO - Epoch [191][1600/3757] lr: 1.552e-02, eta: 2 days, 9:21:19, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7188, loss_cls: 2.2305, loss: 2.2305, grad_norm: 4.4314 2020-08-05 20:11:55,599 - mmaction - INFO - Epoch [191][1620/3757] lr: 1.552e-02, eta: 2 days, 9:21:01, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7461, loss_cls: 2.1622, loss: 2.1622, grad_norm: 4.4847 2020-08-05 20:12:11,425 - mmaction - INFO - Epoch [191][1640/3757] lr: 1.552e-02, eta: 2 days, 9:20:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7023, loss_cls: 2.2859, loss: 2.2859, grad_norm: 4.5028 2020-08-05 20:12:27,328 - mmaction - INFO - Epoch [191][1660/3757] lr: 1.552e-02, eta: 2 days, 9:20:26, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7109, loss_cls: 2.2458, loss: 2.2458, grad_norm: 4.4752 2020-08-05 20:12:43,057 - mmaction - INFO - Epoch [191][1680/3757] lr: 1.552e-02, eta: 2 days, 9:20:08, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7203, loss_cls: 2.2478, loss: 2.2478, grad_norm: 4.5115 2020-08-05 20:12:58,952 - mmaction - INFO - Epoch [191][1700/3757] lr: 1.552e-02, eta: 2 days, 9:19:50, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7531, loss_cls: 2.0939, loss: 2.0939, grad_norm: 4.3249 2020-08-05 20:13:14,787 - mmaction - INFO - Epoch [191][1720/3757] lr: 1.552e-02, eta: 2 days, 9:19:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7258, loss_cls: 2.2329, loss: 2.2329, grad_norm: 4.5970 2020-08-05 20:13:30,732 - mmaction - INFO - Epoch [191][1740/3757] lr: 1.552e-02, eta: 2 days, 9:19:15, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7172, loss_cls: 2.1983, loss: 2.1983, grad_norm: 4.4391 2020-08-05 20:13:46,585 - mmaction - INFO - Epoch [191][1760/3757] lr: 1.552e-02, eta: 2 days, 9:18:57, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7258, loss_cls: 2.2012, loss: 2.2012, grad_norm: 4.3186 2020-08-05 20:14:02,370 - mmaction - INFO - Epoch [191][1780/3757] lr: 1.552e-02, eta: 2 days, 9:18:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7398, loss_cls: 2.1598, loss: 2.1598, grad_norm: 4.4613 2020-08-05 20:14:18,241 - mmaction - INFO - Epoch [191][1800/3757] lr: 1.552e-02, eta: 2 days, 9:18:21, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7273, loss_cls: 2.1973, loss: 2.1973, grad_norm: 4.3407 2020-08-05 20:14:33,999 - mmaction - INFO - Epoch [191][1820/3757] lr: 1.552e-02, eta: 2 days, 9:18:04, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.2060, loss: 2.2060, grad_norm: 4.4270 2020-08-05 20:14:49,775 - mmaction - INFO - Epoch [191][1840/3757] lr: 1.552e-02, eta: 2 days, 9:17:46, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7430, loss_cls: 2.2166, loss: 2.2166, grad_norm: 4.3578 2020-08-05 20:15:05,659 - mmaction - INFO - Epoch [191][1860/3757] lr: 1.552e-02, eta: 2 days, 9:17:28, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7422, loss_cls: 2.1523, loss: 2.1523, grad_norm: 4.3755 2020-08-05 20:15:21,385 - mmaction - INFO - Epoch [191][1880/3757] lr: 1.552e-02, eta: 2 days, 9:17:10, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7219, loss_cls: 2.2140, loss: 2.2140, grad_norm: 4.3890 2020-08-05 20:15:37,275 - mmaction - INFO - Epoch [191][1900/3757] lr: 1.552e-02, eta: 2 days, 9:16:53, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7203, loss_cls: 2.2345, loss: 2.2345, grad_norm: 4.5748 2020-08-05 20:15:53,076 - mmaction - INFO - Epoch [191][1920/3757] lr: 1.552e-02, eta: 2 days, 9:16:35, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7297, loss_cls: 2.2169, loss: 2.2169, grad_norm: 4.4585 2020-08-05 20:16:08,855 - mmaction - INFO - Epoch [191][1940/3757] lr: 1.552e-02, eta: 2 days, 9:16:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7203, loss_cls: 2.2524, loss: 2.2524, grad_norm: 4.5208 2020-08-05 20:16:24,616 - mmaction - INFO - Epoch [191][1960/3757] lr: 1.552e-02, eta: 2 days, 9:15:59, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7156, loss_cls: 2.3313, loss: 2.3313, grad_norm: 4.5581 2020-08-05 20:16:40,431 - mmaction - INFO - Epoch [191][1980/3757] lr: 1.552e-02, eta: 2 days, 9:15:42, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7211, loss_cls: 2.2034, loss: 2.2034, grad_norm: 4.3455 2020-08-05 20:16:56,313 - mmaction - INFO - Epoch [191][2000/3757] lr: 1.552e-02, eta: 2 days, 9:15:24, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7398, loss_cls: 2.1719, loss: 2.1719, grad_norm: 4.4712 2020-08-05 20:17:12,185 - mmaction - INFO - Epoch [191][2020/3757] lr: 1.552e-02, eta: 2 days, 9:15:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7414, loss_cls: 2.2303, loss: 2.2303, grad_norm: 4.5352 2020-08-05 20:17:28,125 - mmaction - INFO - Epoch [191][2040/3757] lr: 1.552e-02, eta: 2 days, 9:14:48, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7172, loss_cls: 2.2989, loss: 2.2989, grad_norm: 4.4210 2020-08-05 20:17:43,822 - mmaction - INFO - Epoch [191][2060/3757] lr: 1.552e-02, eta: 2 days, 9:14:31, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7180, loss_cls: 2.2326, loss: 2.2326, grad_norm: 4.4091 2020-08-05 20:17:59,647 - mmaction - INFO - Epoch [191][2080/3757] lr: 1.552e-02, eta: 2 days, 9:14:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7375, loss_cls: 2.2064, loss: 2.2064, grad_norm: 4.3765 2020-08-05 20:18:15,492 - mmaction - INFO - Epoch [191][2100/3757] lr: 1.552e-02, eta: 2 days, 9:13:55, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7219, loss_cls: 2.2777, loss: 2.2777, grad_norm: 4.4259 2020-08-05 20:18:31,302 - mmaction - INFO - Epoch [191][2120/3757] lr: 1.552e-02, eta: 2 days, 9:13:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.2335, loss: 2.2335, grad_norm: 4.5101 2020-08-05 20:18:47,106 - mmaction - INFO - Epoch [191][2140/3757] lr: 1.552e-02, eta: 2 days, 9:13:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.1980, loss: 2.1980, grad_norm: 4.4280 2020-08-05 20:19:02,966 - mmaction - INFO - Epoch [191][2160/3757] lr: 1.552e-02, eta: 2 days, 9:13:02, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7375, loss_cls: 2.1773, loss: 2.1773, grad_norm: 4.3681 2020-08-05 20:19:18,868 - mmaction - INFO - Epoch [191][2180/3757] lr: 1.552e-02, eta: 2 days, 9:12:44, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7422, loss_cls: 2.1536, loss: 2.1536, grad_norm: 4.4437 2020-08-05 20:19:34,704 - mmaction - INFO - Epoch [191][2200/3757] lr: 1.552e-02, eta: 2 days, 9:12:27, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7188, loss_cls: 2.2372, loss: 2.2372, grad_norm: 4.4866 2020-08-05 20:19:50,532 - mmaction - INFO - Epoch [191][2220/3757] lr: 1.552e-02, eta: 2 days, 9:12:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7172, loss_cls: 2.2687, loss: 2.2687, grad_norm: 4.3097 2020-08-05 20:20:06,423 - mmaction - INFO - Epoch [191][2240/3757] lr: 1.552e-02, eta: 2 days, 9:11:51, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7555, loss_cls: 2.0782, loss: 2.0782, grad_norm: 4.3476 2020-08-05 20:20:22,226 - mmaction - INFO - Epoch [191][2260/3757] lr: 1.552e-02, eta: 2 days, 9:11:33, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7461, loss_cls: 2.1305, loss: 2.1305, grad_norm: 4.5084 2020-08-05 20:20:38,175 - mmaction - INFO - Epoch [191][2280/3757] lr: 1.552e-02, eta: 2 days, 9:11:16, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2623, loss: 2.2623, grad_norm: 4.3942 2020-08-05 20:20:53,915 - mmaction - INFO - Epoch [191][2300/3757] lr: 1.552e-02, eta: 2 days, 9:10:58, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7320, loss_cls: 2.1734, loss: 2.1734, grad_norm: 4.3851 2020-08-05 20:21:09,804 - mmaction - INFO - Epoch [191][2320/3757] lr: 1.552e-02, eta: 2 days, 9:10:40, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7180, loss_cls: 2.2751, loss: 2.2751, grad_norm: 4.5268 2020-08-05 20:21:25,599 - mmaction - INFO - Epoch [191][2340/3757] lr: 1.552e-02, eta: 2 days, 9:10:23, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7258, loss_cls: 2.2277, loss: 2.2277, grad_norm: 4.4287 2020-08-05 20:21:41,577 - mmaction - INFO - Epoch [191][2360/3757] lr: 1.552e-02, eta: 2 days, 9:10:05, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2761, loss: 2.2761, grad_norm: 4.5487 2020-08-05 20:21:57,393 - mmaction - INFO - Epoch [191][2380/3757] lr: 1.552e-02, eta: 2 days, 9:09:47, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2745, loss: 2.2745, grad_norm: 4.4793 2020-08-05 20:22:13,175 - mmaction - INFO - Epoch [191][2400/3757] lr: 1.552e-02, eta: 2 days, 9:09:29, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7352, loss_cls: 2.1828, loss: 2.1828, grad_norm: 4.4700 2020-08-05 20:22:29,101 - mmaction - INFO - Epoch [191][2420/3757] lr: 1.552e-02, eta: 2 days, 9:09:12, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4703, top5_acc: 0.7148, loss_cls: 2.2874, loss: 2.2874, grad_norm: 4.5127 2020-08-05 20:22:44,966 - mmaction - INFO - Epoch [191][2440/3757] lr: 1.552e-02, eta: 2 days, 9:08:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7242, loss_cls: 2.1993, loss: 2.1993, grad_norm: 4.3472 2020-08-05 20:23:00,855 - mmaction - INFO - Epoch [191][2460/3757] lr: 1.552e-02, eta: 2 days, 9:08:36, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7188, loss_cls: 2.2946, loss: 2.2946, grad_norm: 4.5515 2020-08-05 20:23:16,612 - mmaction - INFO - Epoch [191][2480/3757] lr: 1.552e-02, eta: 2 days, 9:08:19, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.6906, loss_cls: 2.3781, loss: 2.3781, grad_norm: 4.3539 2020-08-05 20:23:32,492 - mmaction - INFO - Epoch [191][2500/3757] lr: 1.552e-02, eta: 2 days, 9:08:01, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7398, loss_cls: 2.1897, loss: 2.1897, grad_norm: 4.4679 2020-08-05 20:23:48,290 - mmaction - INFO - Epoch [191][2520/3757] lr: 1.552e-02, eta: 2 days, 9:07:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7172, loss_cls: 2.3002, loss: 2.3002, grad_norm: 4.5158 2020-08-05 20:24:04,153 - mmaction - INFO - Epoch [191][2540/3757] lr: 1.552e-02, eta: 2 days, 9:07:26, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7250, loss_cls: 2.3209, loss: 2.3209, grad_norm: 4.5264 2020-08-05 20:24:19,991 - mmaction - INFO - Epoch [191][2560/3757] lr: 1.552e-02, eta: 2 days, 9:07:08, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7352, loss_cls: 2.2028, loss: 2.2028, grad_norm: 4.5101 2020-08-05 20:24:35,823 - mmaction - INFO - Epoch [191][2580/3757] lr: 1.552e-02, eta: 2 days, 9:06:50, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7312, loss_cls: 2.2187, loss: 2.2187, grad_norm: 4.5236 2020-08-05 20:24:51,710 - mmaction - INFO - Epoch [191][2600/3757] lr: 1.552e-02, eta: 2 days, 9:06:32, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7133, loss_cls: 2.3080, loss: 2.3080, grad_norm: 4.4553 2020-08-05 20:25:07,659 - mmaction - INFO - Epoch [191][2620/3757] lr: 1.552e-02, eta: 2 days, 9:06:15, time: 0.799, data_time: 0.006, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2396, loss: 2.2396, grad_norm: 4.4709 2020-08-05 20:25:23,446 - mmaction - INFO - Epoch [191][2640/3757] lr: 1.552e-02, eta: 2 days, 9:05:57, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2205, loss: 2.2205, grad_norm: 4.4262 2020-08-05 20:25:39,343 - mmaction - INFO - Epoch [191][2660/3757] lr: 1.552e-02, eta: 2 days, 9:05:39, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7312, loss_cls: 2.2204, loss: 2.2204, grad_norm: 4.3531 2020-08-05 20:25:55,139 - mmaction - INFO - Epoch [191][2680/3757] lr: 1.552e-02, eta: 2 days, 9:05:22, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7383, loss_cls: 2.2058, loss: 2.2058, grad_norm: 4.4990 2020-08-05 20:26:11,036 - mmaction - INFO - Epoch [191][2700/3757] lr: 1.552e-02, eta: 2 days, 9:05:04, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7195, loss_cls: 2.2854, loss: 2.2854, grad_norm: 4.4799 2020-08-05 20:26:26,856 - mmaction - INFO - Epoch [191][2720/3757] lr: 1.552e-02, eta: 2 days, 9:04:46, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7336, loss_cls: 2.2155, loss: 2.2155, grad_norm: 4.4099 2020-08-05 20:26:42,719 - mmaction - INFO - Epoch [191][2740/3757] lr: 1.552e-02, eta: 2 days, 9:04:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7484, loss_cls: 2.1919, loss: 2.1919, grad_norm: 4.3687 2020-08-05 20:26:58,546 - mmaction - INFO - Epoch [191][2760/3757] lr: 1.552e-02, eta: 2 days, 9:04:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7414, loss_cls: 2.1946, loss: 2.1946, grad_norm: 4.3967 2020-08-05 20:27:14,466 - mmaction - INFO - Epoch [191][2780/3757] lr: 1.552e-02, eta: 2 days, 9:03:53, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7133, loss_cls: 2.2676, loss: 2.2676, grad_norm: 4.4001 2020-08-05 20:27:30,232 - mmaction - INFO - Epoch [191][2800/3757] lr: 1.552e-02, eta: 2 days, 9:03:35, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7266, loss_cls: 2.1635, loss: 2.1635, grad_norm: 4.3695 2020-08-05 20:27:46,047 - mmaction - INFO - Epoch [191][2820/3757] lr: 1.552e-02, eta: 2 days, 9:03:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7445, loss_cls: 2.1511, loss: 2.1511, grad_norm: 4.3106 2020-08-05 20:28:01,860 - mmaction - INFO - Epoch [191][2840/3757] lr: 1.552e-02, eta: 2 days, 9:03:00, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7367, loss_cls: 2.1383, loss: 2.1383, grad_norm: 4.5788 2020-08-05 20:28:17,699 - mmaction - INFO - Epoch [191][2860/3757] lr: 1.552e-02, eta: 2 days, 9:02:42, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7312, loss_cls: 2.1978, loss: 2.1978, grad_norm: 4.4704 2020-08-05 20:28:33,477 - mmaction - INFO - Epoch [191][2880/3757] lr: 1.552e-02, eta: 2 days, 9:02:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7133, loss_cls: 2.2786, loss: 2.2786, grad_norm: 4.4449 2020-08-05 20:28:49,369 - mmaction - INFO - Epoch [191][2900/3757] lr: 1.552e-02, eta: 2 days, 9:02:07, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7289, loss_cls: 2.2583, loss: 2.2583, grad_norm: 4.4512 2020-08-05 20:29:05,203 - mmaction - INFO - Epoch [191][2920/3757] lr: 1.552e-02, eta: 2 days, 9:01:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7273, loss_cls: 2.2067, loss: 2.2067, grad_norm: 4.4414 2020-08-05 20:29:21,072 - mmaction - INFO - Epoch [191][2940/3757] lr: 1.552e-02, eta: 2 days, 9:01:31, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7047, loss_cls: 2.3117, loss: 2.3117, grad_norm: 4.6550 2020-08-05 20:29:36,970 - mmaction - INFO - Epoch [191][2960/3757] lr: 1.552e-02, eta: 2 days, 9:01:14, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7211, loss_cls: 2.2166, loss: 2.2166, grad_norm: 4.3386 2020-08-05 20:29:52,785 - mmaction - INFO - Epoch [191][2980/3757] lr: 1.552e-02, eta: 2 days, 9:00:56, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7320, loss_cls: 2.2431, loss: 2.2431, grad_norm: 4.5701 2020-08-05 20:30:08,652 - mmaction - INFO - Epoch [191][3000/3757] lr: 1.552e-02, eta: 2 days, 9:00:38, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7117, loss_cls: 2.3123, loss: 2.3123, grad_norm: 4.5653 2020-08-05 20:30:24,513 - mmaction - INFO - Epoch [191][3020/3757] lr: 1.552e-02, eta: 2 days, 9:00:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7328, loss_cls: 2.1969, loss: 2.1969, grad_norm: 4.3972 2020-08-05 20:30:40,355 - mmaction - INFO - Epoch [191][3040/3757] lr: 1.552e-02, eta: 2 days, 9:00:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7070, loss_cls: 2.2952, loss: 2.2952, grad_norm: 4.5837 2020-08-05 20:30:56,024 - mmaction - INFO - Epoch [191][3060/3757] lr: 1.552e-02, eta: 2 days, 8:59:45, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7469, loss_cls: 2.0992, loss: 2.0992, grad_norm: 4.3897 2020-08-05 20:31:11,983 - mmaction - INFO - Epoch [191][3080/3757] lr: 1.552e-02, eta: 2 days, 8:59:27, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7234, loss_cls: 2.2837, loss: 2.2837, grad_norm: 4.5063 2020-08-05 20:31:27,845 - mmaction - INFO - Epoch [191][3100/3757] lr: 1.552e-02, eta: 2 days, 8:59:10, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7102, loss_cls: 2.3315, loss: 2.3315, grad_norm: 4.4987 2020-08-05 20:31:43,829 - mmaction - INFO - Epoch [191][3120/3757] lr: 1.552e-02, eta: 2 days, 8:58:52, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7398, loss_cls: 2.1418, loss: 2.1418, grad_norm: 4.3572 2020-08-05 20:31:59,591 - mmaction - INFO - Epoch [191][3140/3757] lr: 1.552e-02, eta: 2 days, 8:58:34, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7148, loss_cls: 2.2745, loss: 2.2745, grad_norm: 4.4847 2020-08-05 20:32:15,396 - mmaction - INFO - Epoch [191][3160/3757] lr: 1.552e-02, eta: 2 days, 8:58:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7172, loss_cls: 2.2825, loss: 2.2825, grad_norm: 4.5153 2020-08-05 20:32:31,265 - mmaction - INFO - Epoch [191][3180/3757] lr: 1.552e-02, eta: 2 days, 8:57:59, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7336, loss_cls: 2.2052, loss: 2.2052, grad_norm: 4.3485 2020-08-05 20:32:47,187 - mmaction - INFO - Epoch [191][3200/3757] lr: 1.552e-02, eta: 2 days, 8:57:41, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7320, loss_cls: 2.2020, loss: 2.2020, grad_norm: 4.4075 2020-08-05 20:33:03,096 - mmaction - INFO - Epoch [191][3220/3757] lr: 1.552e-02, eta: 2 days, 8:57:24, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7422, loss_cls: 2.2434, loss: 2.2434, grad_norm: 4.4787 2020-08-05 20:33:18,979 - mmaction - INFO - Epoch [191][3240/3757] lr: 1.552e-02, eta: 2 days, 8:57:06, time: 0.796, data_time: 0.006, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7484, loss_cls: 2.2233, loss: 2.2233, grad_norm: 4.5414 2020-08-05 20:33:34,881 - mmaction - INFO - Epoch [191][3260/3757] lr: 1.552e-02, eta: 2 days, 8:56:48, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7336, loss_cls: 2.2257, loss: 2.2257, grad_norm: 4.5033 2020-08-05 20:33:50,751 - mmaction - INFO - Epoch [191][3280/3757] lr: 1.552e-02, eta: 2 days, 8:56:31, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7320, loss_cls: 2.2878, loss: 2.2878, grad_norm: 4.4998 2020-08-05 20:34:06,747 - mmaction - INFO - Epoch [191][3300/3757] lr: 1.552e-02, eta: 2 days, 8:56:13, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7422, loss_cls: 2.2038, loss: 2.2038, grad_norm: 4.3917 2020-08-05 20:34:22,467 - mmaction - INFO - Epoch [191][3320/3757] lr: 1.552e-02, eta: 2 days, 8:55:55, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7352, loss_cls: 2.1523, loss: 2.1523, grad_norm: 4.3610 2020-08-05 20:34:38,310 - mmaction - INFO - Epoch [191][3340/3757] lr: 1.552e-02, eta: 2 days, 8:55:38, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7297, loss_cls: 2.2375, loss: 2.2375, grad_norm: 4.3196 2020-08-05 20:34:54,199 - mmaction - INFO - Epoch [191][3360/3757] lr: 1.552e-02, eta: 2 days, 8:55:20, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7156, loss_cls: 2.3028, loss: 2.3028, grad_norm: 4.5696 2020-08-05 20:35:10,062 - mmaction - INFO - Epoch [191][3380/3757] lr: 1.552e-02, eta: 2 days, 8:55:02, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7320, loss_cls: 2.1798, loss: 2.1798, grad_norm: 4.4544 2020-08-05 20:35:25,939 - mmaction - INFO - Epoch [191][3400/3757] lr: 1.552e-02, eta: 2 days, 8:54:45, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7297, loss_cls: 2.1486, loss: 2.1486, grad_norm: 4.5368 2020-08-05 20:35:41,797 - mmaction - INFO - Epoch [191][3420/3757] lr: 1.552e-02, eta: 2 days, 8:54:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7305, loss_cls: 2.2078, loss: 2.2078, grad_norm: 4.6046 2020-08-05 20:35:57,744 - mmaction - INFO - Epoch [191][3440/3757] lr: 1.552e-02, eta: 2 days, 8:54:09, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7445, loss_cls: 2.2379, loss: 2.2379, grad_norm: 4.5744 2020-08-05 20:36:13,630 - mmaction - INFO - Epoch [191][3460/3757] lr: 1.552e-02, eta: 2 days, 8:53:52, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7094, loss_cls: 2.2925, loss: 2.2925, grad_norm: 4.6420 2020-08-05 20:36:29,475 - mmaction - INFO - Epoch [191][3480/3757] lr: 1.552e-02, eta: 2 days, 8:53:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7359, loss_cls: 2.2491, loss: 2.2491, grad_norm: 4.5248 2020-08-05 20:36:45,351 - mmaction - INFO - Epoch [191][3500/3757] lr: 1.552e-02, eta: 2 days, 8:53:16, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7484, loss_cls: 2.1117, loss: 2.1117, grad_norm: 4.3850 2020-08-05 20:37:01,233 - mmaction - INFO - Epoch [191][3520/3757] lr: 1.552e-02, eta: 2 days, 8:52:59, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.2052, loss: 2.2052, grad_norm: 4.5831 2020-08-05 20:37:17,039 - mmaction - INFO - Epoch [191][3540/3757] lr: 1.552e-02, eta: 2 days, 8:52:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7102, loss_cls: 2.3551, loss: 2.3551, grad_norm: 4.5389 2020-08-05 20:37:32,791 - mmaction - INFO - Epoch [191][3560/3757] lr: 1.552e-02, eta: 2 days, 8:52:23, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7227, loss_cls: 2.2552, loss: 2.2552, grad_norm: 4.2970 2020-08-05 20:37:48,562 - mmaction - INFO - Epoch [191][3580/3757] lr: 1.552e-02, eta: 2 days, 8:52:05, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7188, loss_cls: 2.2632, loss: 2.2632, grad_norm: 4.5415 2020-08-05 20:38:04,376 - mmaction - INFO - Epoch [191][3600/3757] lr: 1.552e-02, eta: 2 days, 8:51:48, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7414, loss_cls: 2.1473, loss: 2.1473, grad_norm: 4.4552 2020-08-05 20:38:20,161 - mmaction - INFO - Epoch [191][3620/3757] lr: 1.552e-02, eta: 2 days, 8:51:30, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7305, loss_cls: 2.2371, loss: 2.2371, grad_norm: 4.4562 2020-08-05 20:38:36,056 - mmaction - INFO - Epoch [191][3640/3757] lr: 1.552e-02, eta: 2 days, 8:51:12, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7406, loss_cls: 2.1536, loss: 2.1536, grad_norm: 4.3771 2020-08-05 20:38:51,870 - mmaction - INFO - Epoch [191][3660/3757] lr: 1.552e-02, eta: 2 days, 8:50:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.2041, loss: 2.2041, grad_norm: 4.5184 2020-08-05 20:39:07,789 - mmaction - INFO - Epoch [191][3680/3757] lr: 1.552e-02, eta: 2 days, 8:50:37, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7398, loss_cls: 2.1205, loss: 2.1205, grad_norm: 4.4819 2020-08-05 20:39:23,579 - mmaction - INFO - Epoch [191][3700/3757] lr: 1.552e-02, eta: 2 days, 8:50:19, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7375, loss_cls: 2.1942, loss: 2.1942, grad_norm: 4.5448 2020-08-05 20:39:39,391 - mmaction - INFO - Epoch [191][3720/3757] lr: 1.552e-02, eta: 2 days, 8:50:02, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7250, loss_cls: 2.2026, loss: 2.2026, grad_norm: 4.5276 2020-08-05 20:39:55,218 - mmaction - INFO - Epoch [191][3740/3757] lr: 1.552e-02, eta: 2 days, 8:49:44, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7102, loss_cls: 2.3520, loss: 2.3520, grad_norm: 4.6507 2020-08-05 20:43:21,710 - mmaction - INFO - Epoch [192][20/3757] lr: 1.508e-02, eta: 2 days, 8:51:40, time: 8.669, data_time: 7.772, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7492, loss_cls: 2.1458, loss: 2.1458, grad_norm: 4.4062 2020-08-05 20:43:37,491 - mmaction - INFO - Epoch [192][40/3757] lr: 1.508e-02, eta: 2 days, 8:51:22, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7555, loss_cls: 2.0660, loss: 2.0660, grad_norm: 4.3149 2020-08-05 20:43:53,307 - mmaction - INFO - Epoch [192][60/3757] lr: 1.508e-02, eta: 2 days, 8:51:04, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7445, loss_cls: 2.1921, loss: 2.1921, grad_norm: 4.4858 2020-08-05 20:44:09,161 - mmaction - INFO - Epoch [192][80/3757] lr: 1.508e-02, eta: 2 days, 8:50:47, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7344, loss_cls: 2.1424, loss: 2.1424, grad_norm: 4.4403 2020-08-05 20:44:25,002 - mmaction - INFO - Epoch [192][100/3757] lr: 1.508e-02, eta: 2 days, 8:50:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7344, loss_cls: 2.2047, loss: 2.2047, grad_norm: 4.6679 2020-08-05 20:44:40,831 - mmaction - INFO - Epoch [192][120/3757] lr: 1.508e-02, eta: 2 days, 8:50:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7648, loss_cls: 2.0661, loss: 2.0661, grad_norm: 4.4127 2020-08-05 20:44:56,633 - mmaction - INFO - Epoch [192][140/3757] lr: 1.508e-02, eta: 2 days, 8:49:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7211, loss_cls: 2.2581, loss: 2.2581, grad_norm: 4.6098 2020-08-05 20:45:12,421 - mmaction - INFO - Epoch [192][160/3757] lr: 1.508e-02, eta: 2 days, 8:49:36, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7141, loss_cls: 2.2423, loss: 2.2423, grad_norm: 4.3240 2020-08-05 20:45:28,216 - mmaction - INFO - Epoch [192][180/3757] lr: 1.508e-02, eta: 2 days, 8:49:18, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7328, loss_cls: 2.1902, loss: 2.1902, grad_norm: 4.3568 2020-08-05 20:45:43,984 - mmaction - INFO - Epoch [192][200/3757] lr: 1.508e-02, eta: 2 days, 8:49:00, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7148, loss_cls: 2.2553, loss: 2.2553, grad_norm: 4.5591 2020-08-05 20:45:59,778 - mmaction - INFO - Epoch [192][220/3757] lr: 1.508e-02, eta: 2 days, 8:48:42, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7516, loss_cls: 2.1636, loss: 2.1636, grad_norm: 4.3915 2020-08-05 20:46:15,603 - mmaction - INFO - Epoch [192][240/3757] lr: 1.508e-02, eta: 2 days, 8:48:24, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7164, loss_cls: 2.2775, loss: 2.2775, grad_norm: 4.4935 2020-08-05 20:46:31,457 - mmaction - INFO - Epoch [192][260/3757] lr: 1.508e-02, eta: 2 days, 8:48:07, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7648, loss_cls: 2.0643, loss: 2.0643, grad_norm: 4.3609 2020-08-05 20:46:47,281 - mmaction - INFO - Epoch [192][280/3757] lr: 1.508e-02, eta: 2 days, 8:47:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7156, loss_cls: 2.2267, loss: 2.2267, grad_norm: 4.4757 2020-08-05 20:47:02,987 - mmaction - INFO - Epoch [192][300/3757] lr: 1.508e-02, eta: 2 days, 8:47:31, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7391, loss_cls: 2.1440, loss: 2.1440, grad_norm: 4.3732 2020-08-05 20:47:18,858 - mmaction - INFO - Epoch [192][320/3757] lr: 1.508e-02, eta: 2 days, 8:47:14, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7211, loss_cls: 2.2346, loss: 2.2346, grad_norm: 4.4911 2020-08-05 20:47:34,723 - mmaction - INFO - Epoch [192][340/3757] lr: 1.508e-02, eta: 2 days, 8:46:56, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7375, loss_cls: 2.2318, loss: 2.2318, grad_norm: 4.5575 2020-08-05 20:47:50,583 - mmaction - INFO - Epoch [192][360/3757] lr: 1.508e-02, eta: 2 days, 8:46:38, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2413, loss: 2.2413, grad_norm: 4.3395 2020-08-05 20:48:06,327 - mmaction - INFO - Epoch [192][380/3757] lr: 1.508e-02, eta: 2 days, 8:46:20, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7211, loss_cls: 2.2296, loss: 2.2296, grad_norm: 4.4078 2020-08-05 20:48:22,044 - mmaction - INFO - Epoch [192][400/3757] lr: 1.508e-02, eta: 2 days, 8:46:02, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7305, loss_cls: 2.1412, loss: 2.1412, grad_norm: 4.4111 2020-08-05 20:48:38,747 - mmaction - INFO - Epoch [192][420/3757] lr: 1.508e-02, eta: 2 days, 8:45:46, time: 0.834, data_time: 0.003, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7141, loss_cls: 2.2774, loss: 2.2774, grad_norm: 4.4050 2020-08-05 20:48:54,510 - mmaction - INFO - Epoch [192][440/3757] lr: 1.508e-02, eta: 2 days, 8:45:28, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7414, loss_cls: 2.1193, loss: 2.1193, grad_norm: 4.4412 2020-08-05 20:49:10,508 - mmaction - INFO - Epoch [192][460/3757] lr: 1.508e-02, eta: 2 days, 8:45:10, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7453, loss_cls: 2.1579, loss: 2.1579, grad_norm: 4.6213 2020-08-05 20:49:26,350 - mmaction - INFO - Epoch [192][480/3757] lr: 1.508e-02, eta: 2 days, 8:44:53, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7539, loss_cls: 2.0947, loss: 2.0947, grad_norm: 4.4611 2020-08-05 20:49:42,256 - mmaction - INFO - Epoch [192][500/3757] lr: 1.508e-02, eta: 2 days, 8:44:35, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7211, loss_cls: 2.2928, loss: 2.2928, grad_norm: 4.5431 2020-08-05 20:49:57,981 - mmaction - INFO - Epoch [192][520/3757] lr: 1.508e-02, eta: 2 days, 8:44:17, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7227, loss_cls: 2.2676, loss: 2.2676, grad_norm: 4.3724 2020-08-05 20:50:13,883 - mmaction - INFO - Epoch [192][540/3757] lr: 1.508e-02, eta: 2 days, 8:43:59, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7398, loss_cls: 2.1205, loss: 2.1205, grad_norm: 4.3470 2020-08-05 20:50:29,653 - mmaction - INFO - Epoch [192][560/3757] lr: 1.508e-02, eta: 2 days, 8:43:42, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7195, loss_cls: 2.1911, loss: 2.1911, grad_norm: 4.5796 2020-08-05 20:50:45,484 - mmaction - INFO - Epoch [192][580/3757] lr: 1.508e-02, eta: 2 days, 8:43:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7078, loss_cls: 2.2983, loss: 2.2983, grad_norm: 4.5561 2020-08-05 20:51:01,285 - mmaction - INFO - Epoch [192][600/3757] lr: 1.508e-02, eta: 2 days, 8:43:06, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.1908, loss: 2.1908, grad_norm: 4.5335 2020-08-05 20:51:17,013 - mmaction - INFO - Epoch [192][620/3757] lr: 1.508e-02, eta: 2 days, 8:42:48, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7203, loss_cls: 2.2626, loss: 2.2626, grad_norm: 4.5914 2020-08-05 20:51:32,761 - mmaction - INFO - Epoch [192][640/3757] lr: 1.508e-02, eta: 2 days, 8:42:31, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7414, loss_cls: 2.1845, loss: 2.1845, grad_norm: 4.4006 2020-08-05 20:51:48,568 - mmaction - INFO - Epoch [192][660/3757] lr: 1.508e-02, eta: 2 days, 8:42:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7211, loss_cls: 2.2092, loss: 2.2092, grad_norm: 4.5501 2020-08-05 20:52:04,442 - mmaction - INFO - Epoch [192][680/3757] lr: 1.508e-02, eta: 2 days, 8:41:55, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7445, loss_cls: 2.1536, loss: 2.1536, grad_norm: 4.3924 2020-08-05 20:52:20,285 - mmaction - INFO - Epoch [192][700/3757] lr: 1.508e-02, eta: 2 days, 8:41:37, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7367, loss_cls: 2.1621, loss: 2.1621, grad_norm: 4.3054 2020-08-05 20:52:36,064 - mmaction - INFO - Epoch [192][720/3757] lr: 1.508e-02, eta: 2 days, 8:41:20, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7328, loss_cls: 2.2348, loss: 2.2348, grad_norm: 4.4340 2020-08-05 20:52:51,905 - mmaction - INFO - Epoch [192][740/3757] lr: 1.508e-02, eta: 2 days, 8:41:02, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7344, loss_cls: 2.2622, loss: 2.2622, grad_norm: 4.4275 2020-08-05 20:53:07,591 - mmaction - INFO - Epoch [192][760/3757] lr: 1.508e-02, eta: 2 days, 8:40:44, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7367, loss_cls: 2.2512, loss: 2.2512, grad_norm: 4.4491 2020-08-05 20:53:23,433 - mmaction - INFO - Epoch [192][780/3757] lr: 1.508e-02, eta: 2 days, 8:40:26, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7305, loss_cls: 2.1792, loss: 2.1792, grad_norm: 4.5483 2020-08-05 20:53:39,231 - mmaction - INFO - Epoch [192][800/3757] lr: 1.508e-02, eta: 2 days, 8:40:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7359, loss_cls: 2.1741, loss: 2.1741, grad_norm: 4.3793 2020-08-05 20:53:55,025 - mmaction - INFO - Epoch [192][820/3757] lr: 1.508e-02, eta: 2 days, 8:39:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7484, loss_cls: 2.1586, loss: 2.1586, grad_norm: 4.3630 2020-08-05 20:54:10,892 - mmaction - INFO - Epoch [192][840/3757] lr: 1.508e-02, eta: 2 days, 8:39:33, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7422, loss_cls: 2.1484, loss: 2.1484, grad_norm: 4.4257 2020-08-05 20:54:26,712 - mmaction - INFO - Epoch [192][860/3757] lr: 1.508e-02, eta: 2 days, 8:39:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7164, loss_cls: 2.2566, loss: 2.2566, grad_norm: 4.5220 2020-08-05 20:54:42,501 - mmaction - INFO - Epoch [192][880/3757] lr: 1.508e-02, eta: 2 days, 8:38:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1962, loss: 2.1962, grad_norm: 4.6094 2020-08-05 20:54:58,280 - mmaction - INFO - Epoch [192][900/3757] lr: 1.508e-02, eta: 2 days, 8:38:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7273, loss_cls: 2.1700, loss: 2.1700, grad_norm: 4.4740 2020-08-05 20:55:14,092 - mmaction - INFO - Epoch [192][920/3757] lr: 1.508e-02, eta: 2 days, 8:38:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7211, loss_cls: 2.2558, loss: 2.2558, grad_norm: 4.4722 2020-08-05 20:55:29,886 - mmaction - INFO - Epoch [192][940/3757] lr: 1.508e-02, eta: 2 days, 8:38:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7375, loss_cls: 2.1715, loss: 2.1715, grad_norm: 4.5658 2020-08-05 20:55:45,737 - mmaction - INFO - Epoch [192][960/3757] lr: 1.508e-02, eta: 2 days, 8:37:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7195, loss_cls: 2.2642, loss: 2.2642, grad_norm: 4.6000 2020-08-05 20:56:01,589 - mmaction - INFO - Epoch [192][980/3757] lr: 1.508e-02, eta: 2 days, 8:37:29, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2641, loss: 2.2641, grad_norm: 4.5371 2020-08-05 20:56:17,343 - mmaction - INFO - Epoch [192][1000/3757] lr: 1.508e-02, eta: 2 days, 8:37:11, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7297, loss_cls: 2.2266, loss: 2.2266, grad_norm: 4.4938 2020-08-05 20:56:33,263 - mmaction - INFO - Epoch [192][1020/3757] lr: 1.508e-02, eta: 2 days, 8:36:54, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7195, loss_cls: 2.2016, loss: 2.2016, grad_norm: 4.4296 2020-08-05 20:56:49,024 - mmaction - INFO - Epoch [192][1040/3757] lr: 1.508e-02, eta: 2 days, 8:36:36, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7109, loss_cls: 2.2531, loss: 2.2531, grad_norm: 4.3453 2020-08-05 20:57:04,835 - mmaction - INFO - Epoch [192][1060/3757] lr: 1.508e-02, eta: 2 days, 8:36:18, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7164, loss_cls: 2.2729, loss: 2.2729, grad_norm: 4.5364 2020-08-05 20:57:20,697 - mmaction - INFO - Epoch [192][1080/3757] lr: 1.508e-02, eta: 2 days, 8:36:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7359, loss_cls: 2.2448, loss: 2.2448, grad_norm: 4.4710 2020-08-05 20:57:36,431 - mmaction - INFO - Epoch [192][1100/3757] lr: 1.508e-02, eta: 2 days, 8:35:43, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7445, loss_cls: 2.0916, loss: 2.0916, grad_norm: 4.4017 2020-08-05 20:57:52,276 - mmaction - INFO - Epoch [192][1120/3757] lr: 1.508e-02, eta: 2 days, 8:35:25, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7375, loss_cls: 2.2241, loss: 2.2241, grad_norm: 4.4343 2020-08-05 20:58:08,137 - mmaction - INFO - Epoch [192][1140/3757] lr: 1.508e-02, eta: 2 days, 8:35:07, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7547, loss_cls: 2.1813, loss: 2.1813, grad_norm: 4.4419 2020-08-05 20:58:23,974 - mmaction - INFO - Epoch [192][1160/3757] lr: 1.508e-02, eta: 2 days, 8:34:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7492, loss_cls: 2.1454, loss: 2.1454, grad_norm: 4.5098 2020-08-05 20:58:39,918 - mmaction - INFO - Epoch [192][1180/3757] lr: 1.508e-02, eta: 2 days, 8:34:32, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7570, loss_cls: 2.1094, loss: 2.1094, grad_norm: 4.5297 2020-08-05 20:58:55,715 - mmaction - INFO - Epoch [192][1200/3757] lr: 1.508e-02, eta: 2 days, 8:34:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7281, loss_cls: 2.1928, loss: 2.1928, grad_norm: 4.5358 2020-08-05 20:59:11,523 - mmaction - INFO - Epoch [192][1220/3757] lr: 1.508e-02, eta: 2 days, 8:33:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7242, loss_cls: 2.2206, loss: 2.2206, grad_norm: 4.5752 2020-08-05 20:59:27,390 - mmaction - INFO - Epoch [192][1240/3757] lr: 1.508e-02, eta: 2 days, 8:33:39, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1683, loss: 2.1683, grad_norm: 4.4551 2020-08-05 20:59:43,227 - mmaction - INFO - Epoch [192][1260/3757] lr: 1.508e-02, eta: 2 days, 8:33:21, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7391, loss_cls: 2.1794, loss: 2.1794, grad_norm: 4.5565 2020-08-05 20:59:59,023 - mmaction - INFO - Epoch [192][1280/3757] lr: 1.508e-02, eta: 2 days, 8:33:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7141, loss_cls: 2.2211, loss: 2.2211, grad_norm: 4.4914 2020-08-05 21:00:18,239 - mmaction - INFO - Epoch [192][1300/3757] lr: 1.508e-02, eta: 2 days, 8:32:49, time: 0.959, data_time: 0.008, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7219, loss_cls: 2.1893, loss: 2.1893, grad_norm: 4.4356 2020-08-05 21:00:34,112 - mmaction - INFO - Epoch [192][1320/3757] lr: 1.508e-02, eta: 2 days, 8:32:31, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.1746, loss: 2.1746, grad_norm: 4.4311 2020-08-05 21:00:49,929 - mmaction - INFO - Epoch [192][1340/3757] lr: 1.508e-02, eta: 2 days, 8:32:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7414, loss_cls: 2.1662, loss: 2.1662, grad_norm: 4.4505 2020-08-05 21:01:05,777 - mmaction - INFO - Epoch [192][1360/3757] lr: 1.508e-02, eta: 2 days, 8:31:56, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7453, loss_cls: 2.1475, loss: 2.1475, grad_norm: 4.4778 2020-08-05 21:01:21,567 - mmaction - INFO - Epoch [192][1380/3757] lr: 1.508e-02, eta: 2 days, 8:31:38, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7219, loss_cls: 2.2454, loss: 2.2454, grad_norm: 4.5561 2020-08-05 21:01:37,475 - mmaction - INFO - Epoch [192][1400/3757] lr: 1.508e-02, eta: 2 days, 8:31:21, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7336, loss_cls: 2.1599, loss: 2.1599, grad_norm: 4.5070 2020-08-05 21:01:53,267 - mmaction - INFO - Epoch [192][1420/3757] lr: 1.508e-02, eta: 2 days, 8:31:03, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7570, loss_cls: 2.1496, loss: 2.1496, grad_norm: 4.4513 2020-08-05 21:02:09,186 - mmaction - INFO - Epoch [192][1440/3757] lr: 1.508e-02, eta: 2 days, 8:30:45, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7219, loss_cls: 2.2898, loss: 2.2898, grad_norm: 4.6607 2020-08-05 21:02:24,910 - mmaction - INFO - Epoch [192][1460/3757] lr: 1.508e-02, eta: 2 days, 8:30:27, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7219, loss_cls: 2.2425, loss: 2.2425, grad_norm: 4.5000 2020-08-05 21:02:40,776 - mmaction - INFO - Epoch [192][1480/3757] lr: 1.508e-02, eta: 2 days, 8:30:10, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7273, loss_cls: 2.1926, loss: 2.1926, grad_norm: 4.5475 2020-08-05 21:02:56,569 - mmaction - INFO - Epoch [192][1500/3757] lr: 1.508e-02, eta: 2 days, 8:29:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7352, loss_cls: 2.1445, loss: 2.1445, grad_norm: 4.4756 2020-08-05 21:03:12,469 - mmaction - INFO - Epoch [192][1520/3757] lr: 1.508e-02, eta: 2 days, 8:29:34, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7414, loss_cls: 2.1984, loss: 2.1984, grad_norm: 4.5438 2020-08-05 21:03:28,343 - mmaction - INFO - Epoch [192][1540/3757] lr: 1.508e-02, eta: 2 days, 8:29:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4562, top5_acc: 0.7391, loss_cls: 2.2633, loss: 2.2633, grad_norm: 4.6812 2020-08-05 21:03:44,045 - mmaction - INFO - Epoch [192][1560/3757] lr: 1.508e-02, eta: 2 days, 8:28:59, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7234, loss_cls: 2.2510, loss: 2.2510, grad_norm: 4.4360 2020-08-05 21:03:59,862 - mmaction - INFO - Epoch [192][1580/3757] lr: 1.508e-02, eta: 2 days, 8:28:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7398, loss_cls: 2.1371, loss: 2.1371, grad_norm: 4.3950 2020-08-05 21:04:15,667 - mmaction - INFO - Epoch [192][1600/3757] lr: 1.508e-02, eta: 2 days, 8:28:23, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7383, loss_cls: 2.1372, loss: 2.1372, grad_norm: 4.4699 2020-08-05 21:04:31,435 - mmaction - INFO - Epoch [192][1620/3757] lr: 1.508e-02, eta: 2 days, 8:28:06, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7281, loss_cls: 2.1330, loss: 2.1330, grad_norm: 4.4116 2020-08-05 21:04:47,228 - mmaction - INFO - Epoch [192][1640/3757] lr: 1.508e-02, eta: 2 days, 8:27:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7352, loss_cls: 2.1479, loss: 2.1479, grad_norm: 4.5441 2020-08-05 21:05:03,237 - mmaction - INFO - Epoch [192][1660/3757] lr: 1.508e-02, eta: 2 days, 8:27:30, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7141, loss_cls: 2.2993, loss: 2.2993, grad_norm: 4.4715 2020-08-05 21:05:18,933 - mmaction - INFO - Epoch [192][1680/3757] lr: 1.508e-02, eta: 2 days, 8:27:13, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7508, loss_cls: 2.1482, loss: 2.1482, grad_norm: 4.3629 2020-08-05 21:05:34,794 - mmaction - INFO - Epoch [192][1700/3757] lr: 1.508e-02, eta: 2 days, 8:26:55, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7281, loss_cls: 2.1901, loss: 2.1901, grad_norm: 4.3678 2020-08-05 21:05:50,589 - mmaction - INFO - Epoch [192][1720/3757] lr: 1.508e-02, eta: 2 days, 8:26:37, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7242, loss_cls: 2.2787, loss: 2.2787, grad_norm: 4.5322 2020-08-05 21:06:06,656 - mmaction - INFO - Epoch [192][1740/3757] lr: 1.508e-02, eta: 2 days, 8:26:20, time: 0.804, data_time: 0.005, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7305, loss_cls: 2.1978, loss: 2.1978, grad_norm: 4.5314 2020-08-05 21:06:22,668 - mmaction - INFO - Epoch [192][1760/3757] lr: 1.508e-02, eta: 2 days, 8:26:02, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7445, loss_cls: 2.0958, loss: 2.0958, grad_norm: 4.4325 2020-08-05 21:06:38,608 - mmaction - INFO - Epoch [192][1780/3757] lr: 1.508e-02, eta: 2 days, 8:25:45, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7438, loss_cls: 2.1275, loss: 2.1275, grad_norm: 4.4218 2020-08-05 21:06:54,598 - mmaction - INFO - Epoch [192][1800/3757] lr: 1.508e-02, eta: 2 days, 8:25:27, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7320, loss_cls: 2.2739, loss: 2.2739, grad_norm: 4.5151 2020-08-05 21:07:10,813 - mmaction - INFO - Epoch [192][1820/3757] lr: 1.508e-02, eta: 2 days, 8:25:10, time: 0.812, data_time: 0.006, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7359, loss_cls: 2.2109, loss: 2.2109, grad_norm: 4.4995 2020-08-05 21:07:26,726 - mmaction - INFO - Epoch [192][1840/3757] lr: 1.508e-02, eta: 2 days, 8:24:52, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7344, loss_cls: 2.2014, loss: 2.2014, grad_norm: 4.4489 2020-08-05 21:07:42,593 - mmaction - INFO - Epoch [192][1860/3757] lr: 1.508e-02, eta: 2 days, 8:24:34, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7422, loss_cls: 2.1933, loss: 2.1933, grad_norm: 4.3666 2020-08-05 21:07:58,398 - mmaction - INFO - Epoch [192][1880/3757] lr: 1.508e-02, eta: 2 days, 8:24:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7414, loss_cls: 2.1623, loss: 2.1623, grad_norm: 4.5156 2020-08-05 21:08:14,169 - mmaction - INFO - Epoch [192][1900/3757] lr: 1.508e-02, eta: 2 days, 8:23:59, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7055, loss_cls: 2.3394, loss: 2.3394, grad_norm: 4.4750 2020-08-05 21:08:30,012 - mmaction - INFO - Epoch [192][1920/3757] lr: 1.508e-02, eta: 2 days, 8:23:41, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7414, loss_cls: 2.2300, loss: 2.2300, grad_norm: 4.5555 2020-08-05 21:08:45,791 - mmaction - INFO - Epoch [192][1940/3757] lr: 1.508e-02, eta: 2 days, 8:23:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7195, loss_cls: 2.2997, loss: 2.2997, grad_norm: 4.4338 2020-08-05 21:09:01,619 - mmaction - INFO - Epoch [192][1960/3757] lr: 1.508e-02, eta: 2 days, 8:23:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7375, loss_cls: 2.1629, loss: 2.1629, grad_norm: 4.6181 2020-08-05 21:09:17,428 - mmaction - INFO - Epoch [192][1980/3757] lr: 1.508e-02, eta: 2 days, 8:22:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7281, loss_cls: 2.2278, loss: 2.2278, grad_norm: 4.6338 2020-08-05 21:09:33,257 - mmaction - INFO - Epoch [192][2000/3757] lr: 1.508e-02, eta: 2 days, 8:22:30, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7344, loss_cls: 2.1371, loss: 2.1371, grad_norm: 4.4365 2020-08-05 21:09:48,989 - mmaction - INFO - Epoch [192][2020/3757] lr: 1.508e-02, eta: 2 days, 8:22:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7461, loss_cls: 2.1773, loss: 2.1773, grad_norm: 4.6788 2020-08-05 21:10:04,873 - mmaction - INFO - Epoch [192][2040/3757] lr: 1.508e-02, eta: 2 days, 8:21:55, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7562, loss_cls: 2.0883, loss: 2.0883, grad_norm: 4.3890 2020-08-05 21:10:20,536 - mmaction - INFO - Epoch [192][2060/3757] lr: 1.508e-02, eta: 2 days, 8:21:37, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7273, loss_cls: 2.1748, loss: 2.1748, grad_norm: 4.5329 2020-08-05 21:10:36,330 - mmaction - INFO - Epoch [192][2080/3757] lr: 1.508e-02, eta: 2 days, 8:21:19, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7273, loss_cls: 2.2811, loss: 2.2811, grad_norm: 4.4768 2020-08-05 21:10:52,113 - mmaction - INFO - Epoch [192][2100/3757] lr: 1.508e-02, eta: 2 days, 8:21:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7266, loss_cls: 2.1827, loss: 2.1827, grad_norm: 4.4409 2020-08-05 21:11:07,889 - mmaction - INFO - Epoch [192][2120/3757] lr: 1.508e-02, eta: 2 days, 8:20:44, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7383, loss_cls: 2.1909, loss: 2.1909, grad_norm: 4.3938 2020-08-05 21:11:23,669 - mmaction - INFO - Epoch [192][2140/3757] lr: 1.508e-02, eta: 2 days, 8:20:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7102, loss_cls: 2.2514, loss: 2.2514, grad_norm: 4.4805 2020-08-05 21:11:39,426 - mmaction - INFO - Epoch [192][2160/3757] lr: 1.508e-02, eta: 2 days, 8:20:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7211, loss_cls: 2.2130, loss: 2.2130, grad_norm: 4.6516 2020-08-05 21:11:55,230 - mmaction - INFO - Epoch [192][2180/3757] lr: 1.508e-02, eta: 2 days, 8:19:51, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7344, loss_cls: 2.1801, loss: 2.1801, grad_norm: 4.5913 2020-08-05 21:12:10,998 - mmaction - INFO - Epoch [192][2200/3757] lr: 1.508e-02, eta: 2 days, 8:19:33, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7164, loss_cls: 2.3381, loss: 2.3381, grad_norm: 4.5571 2020-08-05 21:12:26,801 - mmaction - INFO - Epoch [192][2220/3757] lr: 1.508e-02, eta: 2 days, 8:19:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7242, loss_cls: 2.2818, loss: 2.2818, grad_norm: 4.5330 2020-08-05 21:12:42,733 - mmaction - INFO - Epoch [192][2240/3757] lr: 1.508e-02, eta: 2 days, 8:18:57, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7461, loss_cls: 2.1220, loss: 2.1220, grad_norm: 4.4040 2020-08-05 21:12:58,492 - mmaction - INFO - Epoch [192][2260/3757] lr: 1.508e-02, eta: 2 days, 8:18:40, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4781, top5_acc: 0.6992, loss_cls: 2.3934, loss: 2.3934, grad_norm: 4.6455 2020-08-05 21:13:14,257 - mmaction - INFO - Epoch [192][2280/3757] lr: 1.508e-02, eta: 2 days, 8:18:22, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7484, loss_cls: 2.0622, loss: 2.0622, grad_norm: 4.3617 2020-08-05 21:13:30,029 - mmaction - INFO - Epoch [192][2300/3757] lr: 1.508e-02, eta: 2 days, 8:18:04, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7156, loss_cls: 2.3166, loss: 2.3166, grad_norm: 4.5805 2020-08-05 21:13:45,851 - mmaction - INFO - Epoch [192][2320/3757] lr: 1.508e-02, eta: 2 days, 8:17:46, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7398, loss_cls: 2.1980, loss: 2.1980, grad_norm: 4.4403 2020-08-05 21:14:01,574 - mmaction - INFO - Epoch [192][2340/3757] lr: 1.508e-02, eta: 2 days, 8:17:29, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7164, loss_cls: 2.2568, loss: 2.2568, grad_norm: 4.4988 2020-08-05 21:14:17,356 - mmaction - INFO - Epoch [192][2360/3757] lr: 1.508e-02, eta: 2 days, 8:17:11, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7156, loss_cls: 2.2719, loss: 2.2719, grad_norm: 4.3996 2020-08-05 21:14:33,210 - mmaction - INFO - Epoch [192][2380/3757] lr: 1.508e-02, eta: 2 days, 8:16:53, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7391, loss_cls: 2.1672, loss: 2.1672, grad_norm: 4.4473 2020-08-05 21:14:49,020 - mmaction - INFO - Epoch [192][2400/3757] lr: 1.508e-02, eta: 2 days, 8:16:36, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7469, loss_cls: 2.2061, loss: 2.2061, grad_norm: 4.5371 2020-08-05 21:15:04,901 - mmaction - INFO - Epoch [192][2420/3757] lr: 1.508e-02, eta: 2 days, 8:16:18, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.2209, loss: 2.2209, grad_norm: 4.5641 2020-08-05 21:15:20,672 - mmaction - INFO - Epoch [192][2440/3757] lr: 1.508e-02, eta: 2 days, 8:16:00, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7453, loss_cls: 2.1539, loss: 2.1539, grad_norm: 4.5113 2020-08-05 21:15:36,373 - mmaction - INFO - Epoch [192][2460/3757] lr: 1.508e-02, eta: 2 days, 8:15:42, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7281, loss_cls: 2.2262, loss: 2.2262, grad_norm: 4.4710 2020-08-05 21:15:52,106 - mmaction - INFO - Epoch [192][2480/3757] lr: 1.508e-02, eta: 2 days, 8:15:25, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7242, loss_cls: 2.2515, loss: 2.2515, grad_norm: 4.6222 2020-08-05 21:16:07,960 - mmaction - INFO - Epoch [192][2500/3757] lr: 1.508e-02, eta: 2 days, 8:15:07, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7438, loss_cls: 2.2109, loss: 2.2109, grad_norm: 4.7183 2020-08-05 21:16:23,685 - mmaction - INFO - Epoch [192][2520/3757] lr: 1.508e-02, eta: 2 days, 8:14:49, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2176, loss: 2.2176, grad_norm: 4.5084 2020-08-05 21:16:39,660 - mmaction - INFO - Epoch [192][2540/3757] lr: 1.508e-02, eta: 2 days, 8:14:31, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7266, loss_cls: 2.2282, loss: 2.2282, grad_norm: 4.4571 2020-08-05 21:16:55,373 - mmaction - INFO - Epoch [192][2560/3757] lr: 1.508e-02, eta: 2 days, 8:14:14, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7195, loss_cls: 2.2207, loss: 2.2207, grad_norm: 4.4892 2020-08-05 21:17:11,248 - mmaction - INFO - Epoch [192][2580/3757] lr: 1.508e-02, eta: 2 days, 8:13:56, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7336, loss_cls: 2.1835, loss: 2.1835, grad_norm: 4.4522 2020-08-05 21:17:26,950 - mmaction - INFO - Epoch [192][2600/3757] lr: 1.508e-02, eta: 2 days, 8:13:38, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7312, loss_cls: 2.2248, loss: 2.2248, grad_norm: 4.5292 2020-08-05 21:17:42,838 - mmaction - INFO - Epoch [192][2620/3757] lr: 1.508e-02, eta: 2 days, 8:13:21, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7289, loss_cls: 2.2163, loss: 2.2163, grad_norm: 4.4172 2020-08-05 21:17:58,527 - mmaction - INFO - Epoch [192][2640/3757] lr: 1.508e-02, eta: 2 days, 8:13:03, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7117, loss_cls: 2.2791, loss: 2.2791, grad_norm: 4.6203 2020-08-05 21:18:14,464 - mmaction - INFO - Epoch [192][2660/3757] lr: 1.508e-02, eta: 2 days, 8:12:45, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7273, loss_cls: 2.2632, loss: 2.2632, grad_norm: 4.4930 2020-08-05 21:18:30,290 - mmaction - INFO - Epoch [192][2680/3757] lr: 1.508e-02, eta: 2 days, 8:12:27, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7359, loss_cls: 2.2335, loss: 2.2335, grad_norm: 4.3362 2020-08-05 21:18:46,095 - mmaction - INFO - Epoch [192][2700/3757] lr: 1.508e-02, eta: 2 days, 8:12:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7359, loss_cls: 2.1645, loss: 2.1645, grad_norm: 4.4438 2020-08-05 21:19:01,797 - mmaction - INFO - Epoch [192][2720/3757] lr: 1.508e-02, eta: 2 days, 8:11:52, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7469, loss_cls: 2.1315, loss: 2.1315, grad_norm: 4.5189 2020-08-05 21:19:17,548 - mmaction - INFO - Epoch [192][2740/3757] lr: 1.508e-02, eta: 2 days, 8:11:34, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7461, loss_cls: 2.1141, loss: 2.1141, grad_norm: 4.3989 2020-08-05 21:19:33,350 - mmaction - INFO - Epoch [192][2760/3757] lr: 1.508e-02, eta: 2 days, 8:11:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7227, loss_cls: 2.2236, loss: 2.2236, grad_norm: 4.4125 2020-08-05 21:19:49,151 - mmaction - INFO - Epoch [192][2780/3757] lr: 1.508e-02, eta: 2 days, 8:10:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.1521, loss: 2.1521, grad_norm: 4.5386 2020-08-05 21:20:05,012 - mmaction - INFO - Epoch [192][2800/3757] lr: 1.508e-02, eta: 2 days, 8:10:41, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7414, loss_cls: 2.1648, loss: 2.1648, grad_norm: 4.4716 2020-08-05 21:20:20,716 - mmaction - INFO - Epoch [192][2820/3757] lr: 1.508e-02, eta: 2 days, 8:10:23, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7242, loss_cls: 2.2170, loss: 2.2170, grad_norm: 4.5164 2020-08-05 21:20:36,464 - mmaction - INFO - Epoch [192][2840/3757] lr: 1.508e-02, eta: 2 days, 8:10:06, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7172, loss_cls: 2.2813, loss: 2.2813, grad_norm: 4.5190 2020-08-05 21:20:52,349 - mmaction - INFO - Epoch [192][2860/3757] lr: 1.508e-02, eta: 2 days, 8:09:48, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7180, loss_cls: 2.2870, loss: 2.2870, grad_norm: 4.5363 2020-08-05 21:21:08,186 - mmaction - INFO - Epoch [192][2880/3757] lr: 1.508e-02, eta: 2 days, 8:09:30, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.2418, loss: 2.2418, grad_norm: 4.5122 2020-08-05 21:21:23,976 - mmaction - INFO - Epoch [192][2900/3757] lr: 1.508e-02, eta: 2 days, 8:09:12, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7648, loss_cls: 2.0439, loss: 2.0439, grad_norm: 4.3004 2020-08-05 21:21:39,763 - mmaction - INFO - Epoch [192][2920/3757] lr: 1.508e-02, eta: 2 days, 8:08:55, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7359, loss_cls: 2.1478, loss: 2.1478, grad_norm: 4.4739 2020-08-05 21:21:55,569 - mmaction - INFO - Epoch [192][2940/3757] lr: 1.508e-02, eta: 2 days, 8:08:37, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7148, loss_cls: 2.2555, loss: 2.2555, grad_norm: 4.4989 2020-08-05 21:22:11,474 - mmaction - INFO - Epoch [192][2960/3757] lr: 1.508e-02, eta: 2 days, 8:08:19, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2318, loss: 2.2318, grad_norm: 4.4357 2020-08-05 21:22:27,284 - mmaction - INFO - Epoch [192][2980/3757] lr: 1.508e-02, eta: 2 days, 8:08:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7359, loss_cls: 2.1737, loss: 2.1737, grad_norm: 4.4322 2020-08-05 21:22:43,107 - mmaction - INFO - Epoch [192][3000/3757] lr: 1.508e-02, eta: 2 days, 8:07:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.2036, loss: 2.2036, grad_norm: 4.4126 2020-08-05 21:22:58,932 - mmaction - INFO - Epoch [192][3020/3757] lr: 1.508e-02, eta: 2 days, 8:07:26, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7383, loss_cls: 2.1985, loss: 2.1985, grad_norm: 4.4258 2020-08-05 21:23:14,778 - mmaction - INFO - Epoch [192][3040/3757] lr: 1.508e-02, eta: 2 days, 8:07:09, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7352, loss_cls: 2.1791, loss: 2.1791, grad_norm: 4.6593 2020-08-05 21:23:30,668 - mmaction - INFO - Epoch [192][3060/3757] lr: 1.508e-02, eta: 2 days, 8:06:51, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7320, loss_cls: 2.2669, loss: 2.2669, grad_norm: 4.5214 2020-08-05 21:23:46,440 - mmaction - INFO - Epoch [192][3080/3757] lr: 1.508e-02, eta: 2 days, 8:06:33, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7328, loss_cls: 2.2314, loss: 2.2314, grad_norm: 4.4976 2020-08-05 21:24:02,283 - mmaction - INFO - Epoch [192][3100/3757] lr: 1.508e-02, eta: 2 days, 8:06:16, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7281, loss_cls: 2.2201, loss: 2.2201, grad_norm: 4.5431 2020-08-05 21:24:17,991 - mmaction - INFO - Epoch [192][3120/3757] lr: 1.508e-02, eta: 2 days, 8:05:58, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7234, loss_cls: 2.2165, loss: 2.2165, grad_norm: 4.6747 2020-08-05 21:24:33,860 - mmaction - INFO - Epoch [192][3140/3757] lr: 1.508e-02, eta: 2 days, 8:05:40, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7188, loss_cls: 2.2245, loss: 2.2245, grad_norm: 4.4840 2020-08-05 21:24:49,531 - mmaction - INFO - Epoch [192][3160/3757] lr: 1.508e-02, eta: 2 days, 8:05:22, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7227, loss_cls: 2.2291, loss: 2.2291, grad_norm: 4.5648 2020-08-05 21:25:05,351 - mmaction - INFO - Epoch [192][3180/3757] lr: 1.508e-02, eta: 2 days, 8:05:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7352, loss_cls: 2.1697, loss: 2.1697, grad_norm: 4.3435 2020-08-05 21:25:21,149 - mmaction - INFO - Epoch [192][3200/3757] lr: 1.508e-02, eta: 2 days, 8:04:47, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7281, loss_cls: 2.2446, loss: 2.2446, grad_norm: 4.5311 2020-08-05 21:25:37,070 - mmaction - INFO - Epoch [192][3220/3757] lr: 1.508e-02, eta: 2 days, 8:04:29, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7430, loss_cls: 2.1993, loss: 2.1993, grad_norm: 4.4163 2020-08-05 21:25:52,851 - mmaction - INFO - Epoch [192][3240/3757] lr: 1.508e-02, eta: 2 days, 8:04:12, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7266, loss_cls: 2.2264, loss: 2.2264, grad_norm: 4.3773 2020-08-05 21:26:08,697 - mmaction - INFO - Epoch [192][3260/3757] lr: 1.508e-02, eta: 2 days, 8:03:54, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7445, loss_cls: 2.2222, loss: 2.2222, grad_norm: 4.4109 2020-08-05 21:26:24,604 - mmaction - INFO - Epoch [192][3280/3757] lr: 1.508e-02, eta: 2 days, 8:03:36, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7234, loss_cls: 2.2128, loss: 2.2128, grad_norm: 4.4002 2020-08-05 21:26:40,458 - mmaction - INFO - Epoch [192][3300/3757] lr: 1.508e-02, eta: 2 days, 8:03:19, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7336, loss_cls: 2.2463, loss: 2.2463, grad_norm: 4.4790 2020-08-05 21:26:56,397 - mmaction - INFO - Epoch [192][3320/3757] lr: 1.508e-02, eta: 2 days, 8:03:01, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7250, loss_cls: 2.2556, loss: 2.2556, grad_norm: 4.4868 2020-08-05 21:27:12,250 - mmaction - INFO - Epoch [192][3340/3757] lr: 1.508e-02, eta: 2 days, 8:02:43, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4609, top5_acc: 0.7305, loss_cls: 2.2234, loss: 2.2234, grad_norm: 4.5585 2020-08-05 21:27:28,043 - mmaction - INFO - Epoch [192][3360/3757] lr: 1.508e-02, eta: 2 days, 8:02:26, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7320, loss_cls: 2.1806, loss: 2.1806, grad_norm: 4.5076 2020-08-05 21:27:43,783 - mmaction - INFO - Epoch [192][3380/3757] lr: 1.508e-02, eta: 2 days, 8:02:08, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7219, loss_cls: 2.2800, loss: 2.2800, grad_norm: 4.6373 2020-08-05 21:27:59,665 - mmaction - INFO - Epoch [192][3400/3757] lr: 1.508e-02, eta: 2 days, 8:01:50, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.1943, loss: 2.1943, grad_norm: 4.4112 2020-08-05 21:28:15,495 - mmaction - INFO - Epoch [192][3420/3757] lr: 1.508e-02, eta: 2 days, 8:01:33, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.1152, loss: 2.1152, grad_norm: 4.4622 2020-08-05 21:28:31,222 - mmaction - INFO - Epoch [192][3440/3757] lr: 1.508e-02, eta: 2 days, 8:01:15, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1536, loss: 2.1536, grad_norm: 4.6671 2020-08-05 21:28:47,079 - mmaction - INFO - Epoch [192][3460/3757] lr: 1.508e-02, eta: 2 days, 8:00:57, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7133, loss_cls: 2.2411, loss: 2.2411, grad_norm: 4.5617 2020-08-05 21:29:02,877 - mmaction - INFO - Epoch [192][3480/3757] lr: 1.508e-02, eta: 2 days, 8:00:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7188, loss_cls: 2.2775, loss: 2.2775, grad_norm: 4.5478 2020-08-05 21:29:18,740 - mmaction - INFO - Epoch [192][3500/3757] lr: 1.508e-02, eta: 2 days, 8:00:22, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7227, loss_cls: 2.2723, loss: 2.2723, grad_norm: 4.5225 2020-08-05 21:29:34,595 - mmaction - INFO - Epoch [192][3520/3757] lr: 1.508e-02, eta: 2 days, 8:00:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7211, loss_cls: 2.2741, loss: 2.2741, grad_norm: 4.5383 2020-08-05 21:29:50,455 - mmaction - INFO - Epoch [192][3540/3757] lr: 1.508e-02, eta: 2 days, 7:59:47, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7172, loss_cls: 2.2543, loss: 2.2543, grad_norm: 4.4522 2020-08-05 21:30:06,358 - mmaction - INFO - Epoch [192][3560/3757] lr: 1.508e-02, eta: 2 days, 7:59:29, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7234, loss_cls: 2.2236, loss: 2.2236, grad_norm: 4.4872 2020-08-05 21:30:28,501 - mmaction - INFO - Epoch [192][3580/3757] lr: 1.508e-02, eta: 2 days, 7:59:18, time: 1.107, data_time: 0.001, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7344, loss_cls: 2.1918, loss: 2.1918, grad_norm: 4.3977 2020-08-05 21:30:44,337 - mmaction - INFO - Epoch [192][3600/3757] lr: 1.508e-02, eta: 2 days, 7:59:00, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7133, loss_cls: 2.2640, loss: 2.2640, grad_norm: 4.6270 2020-08-05 21:31:00,152 - mmaction - INFO - Epoch [192][3620/3757] lr: 1.508e-02, eta: 2 days, 7:58:42, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7547, loss_cls: 2.1787, loss: 2.1787, grad_norm: 4.5338 2020-08-05 21:31:15,899 - mmaction - INFO - Epoch [192][3640/3757] lr: 1.508e-02, eta: 2 days, 7:58:24, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7180, loss_cls: 2.2588, loss: 2.2588, grad_norm: 4.6038 2020-08-05 21:31:31,866 - mmaction - INFO - Epoch [192][3660/3757] lr: 1.508e-02, eta: 2 days, 7:58:07, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7445, loss_cls: 2.1023, loss: 2.1023, grad_norm: 4.2824 2020-08-05 21:31:47,574 - mmaction - INFO - Epoch [192][3680/3757] lr: 1.508e-02, eta: 2 days, 7:57:49, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7172, loss_cls: 2.2759, loss: 2.2759, grad_norm: 4.5804 2020-08-05 21:32:03,380 - mmaction - INFO - Epoch [192][3700/3757] lr: 1.508e-02, eta: 2 days, 7:57:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7125, loss_cls: 2.3311, loss: 2.3311, grad_norm: 4.6215 2020-08-05 21:32:19,175 - mmaction - INFO - Epoch [192][3720/3757] lr: 1.508e-02, eta: 2 days, 7:57:14, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7273, loss_cls: 2.1821, loss: 2.1821, grad_norm: 4.5669 2020-08-05 21:32:35,036 - mmaction - INFO - Epoch [192][3740/3757] lr: 1.508e-02, eta: 2 days, 7:56:56, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7258, loss_cls: 2.2767, loss: 2.2767, grad_norm: 4.5287 2020-08-05 21:32:56,657 - mmaction - INFO - Saving checkpoint at 192 epochs 2020-08-05 21:35:31,777 - mmaction - INFO - Epoch [193][20/3757] lr: 1.464e-02, eta: 2 days, 7:58:27, time: 7.670, data_time: 6.841, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7500, loss_cls: 2.1100, loss: 2.1100, grad_norm: 4.5333 2020-08-05 21:35:47,565 - mmaction - INFO - Epoch [193][40/3757] lr: 1.464e-02, eta: 2 days, 7:58:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7320, loss_cls: 2.1753, loss: 2.1753, grad_norm: 4.4926 2020-08-05 21:36:03,329 - mmaction - INFO - Epoch [193][60/3757] lr: 1.464e-02, eta: 2 days, 7:57:52, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7359, loss_cls: 2.1179, loss: 2.1179, grad_norm: 4.3721 2020-08-05 21:36:19,257 - mmaction - INFO - Epoch [193][80/3757] lr: 1.464e-02, eta: 2 days, 7:57:34, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7234, loss_cls: 2.2326, loss: 2.2326, grad_norm: 4.5015 2020-08-05 21:36:35,133 - mmaction - INFO - Epoch [193][100/3757] lr: 1.464e-02, eta: 2 days, 7:57:17, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7414, loss_cls: 2.1202, loss: 2.1202, grad_norm: 4.4457 2020-08-05 21:36:50,979 - mmaction - INFO - Epoch [193][120/3757] lr: 1.464e-02, eta: 2 days, 7:56:59, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7406, loss_cls: 2.1810, loss: 2.1810, grad_norm: 4.4884 2020-08-05 21:37:06,857 - mmaction - INFO - Epoch [193][140/3757] lr: 1.464e-02, eta: 2 days, 7:56:41, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7391, loss_cls: 2.1658, loss: 2.1658, grad_norm: 4.5152 2020-08-05 21:37:22,679 - mmaction - INFO - Epoch [193][160/3757] lr: 1.464e-02, eta: 2 days, 7:56:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7453, loss_cls: 2.1301, loss: 2.1301, grad_norm: 4.5914 2020-08-05 21:37:38,542 - mmaction - INFO - Epoch [193][180/3757] lr: 1.464e-02, eta: 2 days, 7:56:06, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7438, loss_cls: 2.1511, loss: 2.1511, grad_norm: 4.5335 2020-08-05 21:37:54,407 - mmaction - INFO - Epoch [193][200/3757] lr: 1.464e-02, eta: 2 days, 7:55:48, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7234, loss_cls: 2.1528, loss: 2.1528, grad_norm: 4.4496 2020-08-05 21:38:10,434 - mmaction - INFO - Epoch [193][220/3757] lr: 1.464e-02, eta: 2 days, 7:55:31, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7531, loss_cls: 2.1620, loss: 2.1620, grad_norm: 4.6297 2020-08-05 21:38:26,222 - mmaction - INFO - Epoch [193][240/3757] lr: 1.464e-02, eta: 2 days, 7:55:13, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7492, loss_cls: 2.1205, loss: 2.1205, grad_norm: 4.4804 2020-08-05 21:38:42,135 - mmaction - INFO - Epoch [193][260/3757] lr: 1.464e-02, eta: 2 days, 7:54:56, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7133, loss_cls: 2.2238, loss: 2.2238, grad_norm: 4.6409 2020-08-05 21:38:57,939 - mmaction - INFO - Epoch [193][280/3757] lr: 1.464e-02, eta: 2 days, 7:54:38, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7297, loss_cls: 2.2547, loss: 2.2547, grad_norm: 4.7049 2020-08-05 21:39:13,727 - mmaction - INFO - Epoch [193][300/3757] lr: 1.464e-02, eta: 2 days, 7:54:20, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7336, loss_cls: 2.1560, loss: 2.1560, grad_norm: 4.5490 2020-08-05 21:39:29,573 - mmaction - INFO - Epoch [193][320/3757] lr: 1.464e-02, eta: 2 days, 7:54:02, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7383, loss_cls: 2.2295, loss: 2.2295, grad_norm: 4.5419 2020-08-05 21:39:45,417 - mmaction - INFO - Epoch [193][340/3757] lr: 1.464e-02, eta: 2 days, 7:53:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7414, loss_cls: 2.1530, loss: 2.1530, grad_norm: 4.5410 2020-08-05 21:40:01,310 - mmaction - INFO - Epoch [193][360/3757] lr: 1.464e-02, eta: 2 days, 7:53:27, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7477, loss_cls: 2.1592, loss: 2.1592, grad_norm: 4.6674 2020-08-05 21:40:17,067 - mmaction - INFO - Epoch [193][380/3757] lr: 1.464e-02, eta: 2 days, 7:53:09, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7367, loss_cls: 2.1495, loss: 2.1495, grad_norm: 4.4864 2020-08-05 21:40:32,955 - mmaction - INFO - Epoch [193][400/3757] lr: 1.464e-02, eta: 2 days, 7:52:52, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7398, loss_cls: 2.1453, loss: 2.1453, grad_norm: 4.4321 2020-08-05 21:40:48,710 - mmaction - INFO - Epoch [193][420/3757] lr: 1.464e-02, eta: 2 days, 7:52:34, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7359, loss_cls: 2.2301, loss: 2.2301, grad_norm: 4.5595 2020-08-05 21:41:04,562 - mmaction - INFO - Epoch [193][440/3757] lr: 1.464e-02, eta: 2 days, 7:52:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7312, loss_cls: 2.2324, loss: 2.2324, grad_norm: 4.6387 2020-08-05 21:41:20,498 - mmaction - INFO - Epoch [193][460/3757] lr: 1.464e-02, eta: 2 days, 7:51:59, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.0681, loss: 2.0681, grad_norm: 4.3828 2020-08-05 21:41:36,334 - mmaction - INFO - Epoch [193][480/3757] lr: 1.464e-02, eta: 2 days, 7:51:41, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7195, loss_cls: 2.2272, loss: 2.2272, grad_norm: 4.5643 2020-08-05 21:41:52,168 - mmaction - INFO - Epoch [193][500/3757] lr: 1.464e-02, eta: 2 days, 7:51:23, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7398, loss_cls: 2.1177, loss: 2.1177, grad_norm: 4.4131 2020-08-05 21:42:08,056 - mmaction - INFO - Epoch [193][520/3757] lr: 1.464e-02, eta: 2 days, 7:51:06, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7523, loss_cls: 2.1506, loss: 2.1506, grad_norm: 4.7035 2020-08-05 21:42:23,831 - mmaction - INFO - Epoch [193][540/3757] lr: 1.464e-02, eta: 2 days, 7:50:48, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7430, loss_cls: 2.1706, loss: 2.1706, grad_norm: 4.6831 2020-08-05 21:42:39,689 - mmaction - INFO - Epoch [193][560/3757] lr: 1.464e-02, eta: 2 days, 7:50:30, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7359, loss_cls: 2.1585, loss: 2.1585, grad_norm: 4.5679 2020-08-05 21:42:55,450 - mmaction - INFO - Epoch [193][580/3757] lr: 1.464e-02, eta: 2 days, 7:50:13, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7289, loss_cls: 2.2318, loss: 2.2318, grad_norm: 4.5456 2020-08-05 21:43:11,236 - mmaction - INFO - Epoch [193][600/3757] lr: 1.464e-02, eta: 2 days, 7:49:55, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7227, loss_cls: 2.2377, loss: 2.2377, grad_norm: 4.5644 2020-08-05 21:43:27,117 - mmaction - INFO - Epoch [193][620/3757] lr: 1.464e-02, eta: 2 days, 7:49:37, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7383, loss_cls: 2.1550, loss: 2.1550, grad_norm: 4.4158 2020-08-05 21:43:42,894 - mmaction - INFO - Epoch [193][640/3757] lr: 1.464e-02, eta: 2 days, 7:49:20, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7523, loss_cls: 2.1137, loss: 2.1137, grad_norm: 4.5452 2020-08-05 21:43:58,584 - mmaction - INFO - Epoch [193][660/3757] lr: 1.464e-02, eta: 2 days, 7:49:02, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7336, loss_cls: 2.2021, loss: 2.2021, grad_norm: 4.6347 2020-08-05 21:44:14,471 - mmaction - INFO - Epoch [193][680/3757] lr: 1.464e-02, eta: 2 days, 7:48:44, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7398, loss_cls: 2.1496, loss: 2.1496, grad_norm: 4.4766 2020-08-05 21:44:30,339 - mmaction - INFO - Epoch [193][700/3757] lr: 1.464e-02, eta: 2 days, 7:48:26, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7484, loss_cls: 2.1409, loss: 2.1409, grad_norm: 4.5779 2020-08-05 21:44:46,164 - mmaction - INFO - Epoch [193][720/3757] lr: 1.464e-02, eta: 2 days, 7:48:09, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7148, loss_cls: 2.2196, loss: 2.2196, grad_norm: 4.4813 2020-08-05 21:45:02,077 - mmaction - INFO - Epoch [193][740/3757] lr: 1.464e-02, eta: 2 days, 7:47:51, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.1244, loss: 2.1244, grad_norm: 4.4062 2020-08-05 21:45:17,796 - mmaction - INFO - Epoch [193][760/3757] lr: 1.464e-02, eta: 2 days, 7:47:33, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7492, loss_cls: 2.0760, loss: 2.0760, grad_norm: 4.3678 2020-08-05 21:45:33,565 - mmaction - INFO - Epoch [193][780/3757] lr: 1.464e-02, eta: 2 days, 7:47:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7461, loss_cls: 2.1105, loss: 2.1105, grad_norm: 4.5106 2020-08-05 21:45:49,440 - mmaction - INFO - Epoch [193][800/3757] lr: 1.464e-02, eta: 2 days, 7:46:58, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7422, loss_cls: 2.1091, loss: 2.1091, grad_norm: 4.4538 2020-08-05 21:46:05,144 - mmaction - INFO - Epoch [193][820/3757] lr: 1.464e-02, eta: 2 days, 7:46:40, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7336, loss_cls: 2.1592, loss: 2.1592, grad_norm: 4.5297 2020-08-05 21:46:20,959 - mmaction - INFO - Epoch [193][840/3757] lr: 1.464e-02, eta: 2 days, 7:46:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.2098, loss: 2.2098, grad_norm: 4.4735 2020-08-05 21:46:36,711 - mmaction - INFO - Epoch [193][860/3757] lr: 1.464e-02, eta: 2 days, 7:46:05, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7281, loss_cls: 2.2424, loss: 2.2424, grad_norm: 4.5543 2020-08-05 21:46:52,527 - mmaction - INFO - Epoch [193][880/3757] lr: 1.464e-02, eta: 2 days, 7:45:47, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7234, loss_cls: 2.2109, loss: 2.2109, grad_norm: 4.5285 2020-08-05 21:47:08,422 - mmaction - INFO - Epoch [193][900/3757] lr: 1.464e-02, eta: 2 days, 7:45:29, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7430, loss_cls: 2.1746, loss: 2.1746, grad_norm: 4.4928 2020-08-05 21:47:24,276 - mmaction - INFO - Epoch [193][920/3757] lr: 1.464e-02, eta: 2 days, 7:45:12, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7188, loss_cls: 2.2416, loss: 2.2416, grad_norm: 4.5133 2020-08-05 21:47:40,169 - mmaction - INFO - Epoch [193][940/3757] lr: 1.464e-02, eta: 2 days, 7:44:54, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7367, loss_cls: 2.1887, loss: 2.1887, grad_norm: 4.6054 2020-08-05 21:47:55,986 - mmaction - INFO - Epoch [193][960/3757] lr: 1.464e-02, eta: 2 days, 7:44:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7359, loss_cls: 2.1748, loss: 2.1748, grad_norm: 4.7468 2020-08-05 21:48:11,682 - mmaction - INFO - Epoch [193][980/3757] lr: 1.464e-02, eta: 2 days, 7:44:19, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7164, loss_cls: 2.2383, loss: 2.2383, grad_norm: 4.5090 2020-08-05 21:48:27,623 - mmaction - INFO - Epoch [193][1000/3757] lr: 1.464e-02, eta: 2 days, 7:44:01, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7242, loss_cls: 2.2122, loss: 2.2122, grad_norm: 4.5505 2020-08-05 21:48:43,343 - mmaction - INFO - Epoch [193][1020/3757] lr: 1.464e-02, eta: 2 days, 7:43:43, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.1528, loss: 2.1528, grad_norm: 4.4031 2020-08-05 21:48:59,248 - mmaction - INFO - Epoch [193][1040/3757] lr: 1.464e-02, eta: 2 days, 7:43:26, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7461, loss_cls: 2.1502, loss: 2.1502, grad_norm: 4.4989 2020-08-05 21:49:14,963 - mmaction - INFO - Epoch [193][1060/3757] lr: 1.464e-02, eta: 2 days, 7:43:08, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7094, loss_cls: 2.2433, loss: 2.2433, grad_norm: 4.5693 2020-08-05 21:49:30,902 - mmaction - INFO - Epoch [193][1080/3757] lr: 1.464e-02, eta: 2 days, 7:42:50, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7391, loss_cls: 2.1367, loss: 2.1367, grad_norm: 4.5696 2020-08-05 21:49:46,619 - mmaction - INFO - Epoch [193][1100/3757] lr: 1.464e-02, eta: 2 days, 7:42:32, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7258, loss_cls: 2.2267, loss: 2.2267, grad_norm: 4.6139 2020-08-05 21:50:02,520 - mmaction - INFO - Epoch [193][1120/3757] lr: 1.464e-02, eta: 2 days, 7:42:15, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7578, loss_cls: 2.1360, loss: 2.1360, grad_norm: 4.5347 2020-08-05 21:50:18,245 - mmaction - INFO - Epoch [193][1140/3757] lr: 1.464e-02, eta: 2 days, 7:41:57, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7336, loss_cls: 2.1848, loss: 2.1848, grad_norm: 4.4944 2020-08-05 21:50:34,026 - mmaction - INFO - Epoch [193][1160/3757] lr: 1.464e-02, eta: 2 days, 7:41:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7242, loss_cls: 2.2196, loss: 2.2196, grad_norm: 4.6153 2020-08-05 21:50:49,773 - mmaction - INFO - Epoch [193][1180/3757] lr: 1.464e-02, eta: 2 days, 7:41:22, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7516, loss_cls: 2.1614, loss: 2.1614, grad_norm: 4.6189 2020-08-05 21:51:05,561 - mmaction - INFO - Epoch [193][1200/3757] lr: 1.464e-02, eta: 2 days, 7:41:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7438, loss_cls: 2.1658, loss: 2.1658, grad_norm: 4.5941 2020-08-05 21:51:21,364 - mmaction - INFO - Epoch [193][1220/3757] lr: 1.464e-02, eta: 2 days, 7:40:46, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7125, loss_cls: 2.1973, loss: 2.1973, grad_norm: 4.3707 2020-08-05 21:51:37,202 - mmaction - INFO - Epoch [193][1240/3757] lr: 1.464e-02, eta: 2 days, 7:40:29, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7414, loss_cls: 2.1737, loss: 2.1737, grad_norm: 4.5009 2020-08-05 21:51:53,069 - mmaction - INFO - Epoch [193][1260/3757] lr: 1.464e-02, eta: 2 days, 7:40:11, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1237, loss: 2.1237, grad_norm: 4.5889 2020-08-05 21:52:08,805 - mmaction - INFO - Epoch [193][1280/3757] lr: 1.464e-02, eta: 2 days, 7:39:53, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7211, loss_cls: 2.2178, loss: 2.2178, grad_norm: 4.5968 2020-08-05 21:52:24,685 - mmaction - INFO - Epoch [193][1300/3757] lr: 1.464e-02, eta: 2 days, 7:39:35, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7336, loss_cls: 2.1689, loss: 2.1689, grad_norm: 4.5868 2020-08-05 21:52:40,400 - mmaction - INFO - Epoch [193][1320/3757] lr: 1.464e-02, eta: 2 days, 7:39:18, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0553, loss: 2.0553, grad_norm: 4.4517 2020-08-05 21:52:56,342 - mmaction - INFO - Epoch [193][1340/3757] lr: 1.464e-02, eta: 2 days, 7:39:00, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4641, top5_acc: 0.6914, loss_cls: 2.3947, loss: 2.3947, grad_norm: 4.5723 2020-08-05 21:53:12,085 - mmaction - INFO - Epoch [193][1360/3757] lr: 1.464e-02, eta: 2 days, 7:38:42, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7383, loss_cls: 2.2118, loss: 2.2118, grad_norm: 4.5407 2020-08-05 21:53:27,987 - mmaction - INFO - Epoch [193][1380/3757] lr: 1.464e-02, eta: 2 days, 7:38:25, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7445, loss_cls: 2.1336, loss: 2.1336, grad_norm: 4.5756 2020-08-05 21:53:43,714 - mmaction - INFO - Epoch [193][1400/3757] lr: 1.464e-02, eta: 2 days, 7:38:07, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7219, loss_cls: 2.2019, loss: 2.2019, grad_norm: 4.6363 2020-08-05 21:53:59,678 - mmaction - INFO - Epoch [193][1420/3757] lr: 1.464e-02, eta: 2 days, 7:37:49, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7227, loss_cls: 2.1819, loss: 2.1819, grad_norm: 4.5761 2020-08-05 21:54:15,509 - mmaction - INFO - Epoch [193][1440/3757] lr: 1.464e-02, eta: 2 days, 7:37:32, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7320, loss_cls: 2.2036, loss: 2.2036, grad_norm: 4.5949 2020-08-05 21:54:31,284 - mmaction - INFO - Epoch [193][1460/3757] lr: 1.464e-02, eta: 2 days, 7:37:14, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7336, loss_cls: 2.1982, loss: 2.1982, grad_norm: 4.5811 2020-08-05 21:54:47,260 - mmaction - INFO - Epoch [193][1480/3757] lr: 1.464e-02, eta: 2 days, 7:36:56, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7125, loss_cls: 2.2698, loss: 2.2698, grad_norm: 4.5796 2020-08-05 21:55:02,990 - mmaction - INFO - Epoch [193][1500/3757] lr: 1.464e-02, eta: 2 days, 7:36:39, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7180, loss_cls: 2.2824, loss: 2.2824, grad_norm: 4.5628 2020-08-05 21:55:18,713 - mmaction - INFO - Epoch [193][1520/3757] lr: 1.464e-02, eta: 2 days, 7:36:21, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7461, loss_cls: 2.1686, loss: 2.1686, grad_norm: 4.3965 2020-08-05 21:55:34,669 - mmaction - INFO - Epoch [193][1540/3757] lr: 1.464e-02, eta: 2 days, 7:36:03, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7250, loss_cls: 2.1892, loss: 2.1892, grad_norm: 4.4320 2020-08-05 21:55:50,436 - mmaction - INFO - Epoch [193][1560/3757] lr: 1.464e-02, eta: 2 days, 7:35:46, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7391, loss_cls: 2.2169, loss: 2.2169, grad_norm: 4.5735 2020-08-05 21:56:06,265 - mmaction - INFO - Epoch [193][1580/3757] lr: 1.464e-02, eta: 2 days, 7:35:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7219, loss_cls: 2.2336, loss: 2.2336, grad_norm: 4.4691 2020-08-05 21:56:22,082 - mmaction - INFO - Epoch [193][1600/3757] lr: 1.464e-02, eta: 2 days, 7:35:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7109, loss_cls: 2.2559, loss: 2.2559, grad_norm: 4.7011 2020-08-05 21:56:37,803 - mmaction - INFO - Epoch [193][1620/3757] lr: 1.464e-02, eta: 2 days, 7:34:53, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7336, loss_cls: 2.1381, loss: 2.1381, grad_norm: 4.5568 2020-08-05 21:56:53,600 - mmaction - INFO - Epoch [193][1640/3757] lr: 1.464e-02, eta: 2 days, 7:34:35, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7422, loss_cls: 2.1841, loss: 2.1841, grad_norm: 4.5065 2020-08-05 21:57:09,401 - mmaction - INFO - Epoch [193][1660/3757] lr: 1.464e-02, eta: 2 days, 7:34:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7297, loss_cls: 2.2779, loss: 2.2779, grad_norm: 4.6951 2020-08-05 21:57:25,176 - mmaction - INFO - Epoch [193][1680/3757] lr: 1.464e-02, eta: 2 days, 7:33:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7336, loss_cls: 2.2316, loss: 2.2316, grad_norm: 4.4303 2020-08-05 21:57:41,041 - mmaction - INFO - Epoch [193][1700/3757] lr: 1.464e-02, eta: 2 days, 7:33:42, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7328, loss_cls: 2.2086, loss: 2.2086, grad_norm: 4.5249 2020-08-05 21:57:56,771 - mmaction - INFO - Epoch [193][1720/3757] lr: 1.464e-02, eta: 2 days, 7:33:24, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7133, loss_cls: 2.2668, loss: 2.2668, grad_norm: 4.5084 2020-08-05 21:58:12,634 - mmaction - INFO - Epoch [193][1740/3757] lr: 1.464e-02, eta: 2 days, 7:33:06, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7328, loss_cls: 2.1748, loss: 2.1748, grad_norm: 4.4786 2020-08-05 21:58:28,491 - mmaction - INFO - Epoch [193][1760/3757] lr: 1.464e-02, eta: 2 days, 7:32:49, time: 0.793, data_time: 0.007, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7539, loss_cls: 2.1947, loss: 2.1947, grad_norm: 4.6258 2020-08-05 21:58:44,265 - mmaction - INFO - Epoch [193][1780/3757] lr: 1.464e-02, eta: 2 days, 7:32:31, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7141, loss_cls: 2.3218, loss: 2.3218, grad_norm: 4.6399 2020-08-05 21:59:00,777 - mmaction - INFO - Epoch [193][1800/3757] lr: 1.464e-02, eta: 2 days, 7:32:14, time: 0.827, data_time: 0.041, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7578, loss_cls: 2.1418, loss: 2.1418, grad_norm: 4.5300 2020-08-05 21:59:16,559 - mmaction - INFO - Epoch [193][1820/3757] lr: 1.464e-02, eta: 2 days, 7:31:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7273, loss_cls: 2.2357, loss: 2.2357, grad_norm: 4.5126 2020-08-05 21:59:32,496 - mmaction - INFO - Epoch [193][1840/3757] lr: 1.464e-02, eta: 2 days, 7:31:39, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7242, loss_cls: 2.2570, loss: 2.2570, grad_norm: 4.4901 2020-08-05 21:59:48,281 - mmaction - INFO - Epoch [193][1860/3757] lr: 1.464e-02, eta: 2 days, 7:31:21, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7320, loss_cls: 2.2098, loss: 2.2098, grad_norm: 4.5375 2020-08-05 22:00:09,269 - mmaction - INFO - Epoch [193][1880/3757] lr: 1.464e-02, eta: 2 days, 7:31:08, time: 1.043, data_time: 0.012, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.2525, loss: 2.2525, grad_norm: 4.4258 2020-08-05 22:00:29,075 - mmaction - INFO - Epoch [193][1900/3757] lr: 1.464e-02, eta: 2 days, 7:30:55, time: 0.995, data_time: 0.009, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.2076, loss: 2.2076, grad_norm: 4.5656 2020-08-05 22:00:45,672 - mmaction - INFO - Epoch [193][1920/3757] lr: 1.464e-02, eta: 2 days, 7:30:38, time: 0.831, data_time: 0.038, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7484, loss_cls: 2.1581, loss: 2.1581, grad_norm: 4.5476 2020-08-05 22:01:02,505 - mmaction - INFO - Epoch [193][1940/3757] lr: 1.464e-02, eta: 2 days, 7:30:21, time: 0.842, data_time: 0.001, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7500, loss_cls: 2.1522, loss: 2.1522, grad_norm: 4.6165 2020-08-05 22:01:18,932 - mmaction - INFO - Epoch [193][1960/3757] lr: 1.464e-02, eta: 2 days, 7:30:04, time: 0.822, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7203, loss_cls: 2.2620, loss: 2.2620, grad_norm: 4.7300 2020-08-05 22:01:35,410 - mmaction - INFO - Epoch [193][1980/3757] lr: 1.464e-02, eta: 2 days, 7:29:47, time: 0.823, data_time: 0.001, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7273, loss_cls: 2.1896, loss: 2.1896, grad_norm: 4.5688 2020-08-05 22:01:52,108 - mmaction - INFO - Epoch [193][2000/3757] lr: 1.464e-02, eta: 2 days, 7:29:30, time: 0.835, data_time: 0.011, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7453, loss_cls: 2.1975, loss: 2.1975, grad_norm: 4.7289 2020-08-05 22:02:08,626 - mmaction - INFO - Epoch [193][2020/3757] lr: 1.464e-02, eta: 2 days, 7:29:13, time: 0.827, data_time: 0.001, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7242, loss_cls: 2.2124, loss: 2.2124, grad_norm: 4.5522 2020-08-05 22:02:24,602 - mmaction - INFO - Epoch [193][2040/3757] lr: 1.464e-02, eta: 2 days, 7:28:56, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7367, loss_cls: 2.1589, loss: 2.1589, grad_norm: 4.6036 2020-08-05 22:02:41,428 - mmaction - INFO - Epoch [193][2060/3757] lr: 1.464e-02, eta: 2 days, 7:28:39, time: 0.841, data_time: 0.001, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7180, loss_cls: 2.1959, loss: 2.1959, grad_norm: 4.5666 2020-08-05 22:02:57,975 - mmaction - INFO - Epoch [193][2080/3757] lr: 1.464e-02, eta: 2 days, 7:28:22, time: 0.827, data_time: 0.036, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7375, loss_cls: 2.2438, loss: 2.2438, grad_norm: 4.5966 2020-08-05 22:03:13,698 - mmaction - INFO - Epoch [193][2100/3757] lr: 1.464e-02, eta: 2 days, 7:28:04, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7570, loss_cls: 2.1425, loss: 2.1425, grad_norm: 4.4772 2020-08-05 22:03:30,630 - mmaction - INFO - Epoch [193][2120/3757] lr: 1.464e-02, eta: 2 days, 7:27:48, time: 0.847, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7445, loss_cls: 2.1266, loss: 2.1266, grad_norm: 4.5122 2020-08-05 22:03:46,407 - mmaction - INFO - Epoch [193][2140/3757] lr: 1.464e-02, eta: 2 days, 7:27:30, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7359, loss_cls: 2.2246, loss: 2.2246, grad_norm: 4.6199 2020-08-05 22:04:02,141 - mmaction - INFO - Epoch [193][2160/3757] lr: 1.464e-02, eta: 2 days, 7:27:12, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7375, loss_cls: 2.2105, loss: 2.2105, grad_norm: 4.5835 2020-08-05 22:04:17,774 - mmaction - INFO - Epoch [193][2180/3757] lr: 1.464e-02, eta: 2 days, 7:26:54, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7367, loss_cls: 2.2188, loss: 2.2188, grad_norm: 4.6048 2020-08-05 22:04:33,565 - mmaction - INFO - Epoch [193][2200/3757] lr: 1.464e-02, eta: 2 days, 7:26:37, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7320, loss_cls: 2.2096, loss: 2.2096, grad_norm: 4.6261 2020-08-05 22:04:49,319 - mmaction - INFO - Epoch [193][2220/3757] lr: 1.464e-02, eta: 2 days, 7:26:19, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7453, loss_cls: 2.1777, loss: 2.1777, grad_norm: 4.5158 2020-08-05 22:05:05,271 - mmaction - INFO - Epoch [193][2240/3757] lr: 1.464e-02, eta: 2 days, 7:26:01, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7383, loss_cls: 2.1650, loss: 2.1650, grad_norm: 4.5497 2020-08-05 22:05:21,033 - mmaction - INFO - Epoch [193][2260/3757] lr: 1.464e-02, eta: 2 days, 7:25:44, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7367, loss_cls: 2.2141, loss: 2.2141, grad_norm: 4.5638 2020-08-05 22:05:36,869 - mmaction - INFO - Epoch [193][2280/3757] lr: 1.464e-02, eta: 2 days, 7:25:26, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7320, loss_cls: 2.2276, loss: 2.2276, grad_norm: 4.6944 2020-08-05 22:05:52,566 - mmaction - INFO - Epoch [193][2300/3757] lr: 1.464e-02, eta: 2 days, 7:25:08, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7273, loss_cls: 2.2038, loss: 2.2038, grad_norm: 4.6917 2020-08-05 22:06:08,420 - mmaction - INFO - Epoch [193][2320/3757] lr: 1.464e-02, eta: 2 days, 7:24:51, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7188, loss_cls: 2.2518, loss: 2.2518, grad_norm: 4.6064 2020-08-05 22:06:24,230 - mmaction - INFO - Epoch [193][2340/3757] lr: 1.464e-02, eta: 2 days, 7:24:33, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7516, loss_cls: 2.1534, loss: 2.1534, grad_norm: 4.5829 2020-08-05 22:06:40,040 - mmaction - INFO - Epoch [193][2360/3757] lr: 1.464e-02, eta: 2 days, 7:24:15, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7406, loss_cls: 2.1778, loss: 2.1778, grad_norm: 4.5713 2020-08-05 22:06:55,882 - mmaction - INFO - Epoch [193][2380/3757] lr: 1.464e-02, eta: 2 days, 7:23:58, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7516, loss_cls: 2.1487, loss: 2.1487, grad_norm: 4.5085 2020-08-05 22:07:11,656 - mmaction - INFO - Epoch [193][2400/3757] lr: 1.464e-02, eta: 2 days, 7:23:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7383, loss_cls: 2.1661, loss: 2.1661, grad_norm: 4.5195 2020-08-05 22:07:27,439 - mmaction - INFO - Epoch [193][2420/3757] lr: 1.464e-02, eta: 2 days, 7:23:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7211, loss_cls: 2.2677, loss: 2.2677, grad_norm: 4.6096 2020-08-05 22:07:43,156 - mmaction - INFO - Epoch [193][2440/3757] lr: 1.464e-02, eta: 2 days, 7:23:04, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7180, loss_cls: 2.2416, loss: 2.2416, grad_norm: 4.6242 2020-08-05 22:07:58,934 - mmaction - INFO - Epoch [193][2460/3757] lr: 1.464e-02, eta: 2 days, 7:22:47, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7164, loss_cls: 2.2327, loss: 2.2327, grad_norm: 4.5583 2020-08-05 22:08:14,746 - mmaction - INFO - Epoch [193][2480/3757] lr: 1.464e-02, eta: 2 days, 7:22:29, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7172, loss_cls: 2.2721, loss: 2.2721, grad_norm: 4.5776 2020-08-05 22:08:30,548 - mmaction - INFO - Epoch [193][2500/3757] lr: 1.464e-02, eta: 2 days, 7:22:11, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7344, loss_cls: 2.2172, loss: 2.2172, grad_norm: 4.4910 2020-08-05 22:08:46,373 - mmaction - INFO - Epoch [193][2520/3757] lr: 1.464e-02, eta: 2 days, 7:21:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7172, loss_cls: 2.2305, loss: 2.2305, grad_norm: 4.4573 2020-08-05 22:09:02,138 - mmaction - INFO - Epoch [193][2540/3757] lr: 1.464e-02, eta: 2 days, 7:21:36, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7375, loss_cls: 2.2223, loss: 2.2223, grad_norm: 4.5822 2020-08-05 22:09:17,903 - mmaction - INFO - Epoch [193][2560/3757] lr: 1.464e-02, eta: 2 days, 7:21:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7438, loss_cls: 2.1856, loss: 2.1856, grad_norm: 4.6175 2020-08-05 22:09:33,762 - mmaction - INFO - Epoch [193][2580/3757] lr: 1.464e-02, eta: 2 days, 7:21:00, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7398, loss_cls: 2.2170, loss: 2.2170, grad_norm: 4.5919 2020-08-05 22:09:49,595 - mmaction - INFO - Epoch [193][2600/3757] lr: 1.464e-02, eta: 2 days, 7:20:43, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7000, loss_cls: 2.3620, loss: 2.3620, grad_norm: 4.5933 2020-08-05 22:10:05,385 - mmaction - INFO - Epoch [193][2620/3757] lr: 1.464e-02, eta: 2 days, 7:20:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7211, loss_cls: 2.2657, loss: 2.2657, grad_norm: 4.5988 2020-08-05 22:10:21,064 - mmaction - INFO - Epoch [193][2640/3757] lr: 1.464e-02, eta: 2 days, 7:20:07, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7336, loss_cls: 2.2827, loss: 2.2827, grad_norm: 4.6969 2020-08-05 22:10:36,992 - mmaction - INFO - Epoch [193][2660/3757] lr: 1.464e-02, eta: 2 days, 7:19:50, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7391, loss_cls: 2.2399, loss: 2.2399, grad_norm: 4.7599 2020-08-05 22:10:52,790 - mmaction - INFO - Epoch [193][2680/3757] lr: 1.464e-02, eta: 2 days, 7:19:32, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7453, loss_cls: 2.1891, loss: 2.1891, grad_norm: 4.6457 2020-08-05 22:11:08,591 - mmaction - INFO - Epoch [193][2700/3757] lr: 1.464e-02, eta: 2 days, 7:19:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7297, loss_cls: 2.1980, loss: 2.1980, grad_norm: 4.3644 2020-08-05 22:11:24,414 - mmaction - INFO - Epoch [193][2720/3757] lr: 1.464e-02, eta: 2 days, 7:18:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7367, loss_cls: 2.1663, loss: 2.1663, grad_norm: 4.6459 2020-08-05 22:11:40,184 - mmaction - INFO - Epoch [193][2740/3757] lr: 1.464e-02, eta: 2 days, 7:18:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7312, loss_cls: 2.1637, loss: 2.1637, grad_norm: 4.4929 2020-08-05 22:11:56,007 - mmaction - INFO - Epoch [193][2760/3757] lr: 1.464e-02, eta: 2 days, 7:18:21, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7063, loss_cls: 2.3274, loss: 2.3274, grad_norm: 4.6486 2020-08-05 22:12:11,720 - mmaction - INFO - Epoch [193][2780/3757] lr: 1.464e-02, eta: 2 days, 7:18:04, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7336, loss_cls: 2.1482, loss: 2.1482, grad_norm: 4.3921 2020-08-05 22:12:27,635 - mmaction - INFO - Epoch [193][2800/3757] lr: 1.464e-02, eta: 2 days, 7:17:46, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7336, loss_cls: 2.2239, loss: 2.2239, grad_norm: 4.5119 2020-08-05 22:12:43,381 - mmaction - INFO - Epoch [193][2820/3757] lr: 1.464e-02, eta: 2 days, 7:17:28, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7242, loss_cls: 2.2384, loss: 2.2384, grad_norm: 4.5868 2020-08-05 22:12:59,252 - mmaction - INFO - Epoch [193][2840/3757] lr: 1.464e-02, eta: 2 days, 7:17:11, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7398, loss_cls: 2.1993, loss: 2.1993, grad_norm: 4.6809 2020-08-05 22:13:15,002 - mmaction - INFO - Epoch [193][2860/3757] lr: 1.464e-02, eta: 2 days, 7:16:53, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7352, loss_cls: 2.1796, loss: 2.1796, grad_norm: 4.6982 2020-08-05 22:13:30,820 - mmaction - INFO - Epoch [193][2880/3757] lr: 1.464e-02, eta: 2 days, 7:16:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7406, loss_cls: 2.0660, loss: 2.0660, grad_norm: 4.3667 2020-08-05 22:13:46,662 - mmaction - INFO - Epoch [193][2900/3757] lr: 1.464e-02, eta: 2 days, 7:16:18, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7352, loss_cls: 2.2184, loss: 2.2184, grad_norm: 4.6743 2020-08-05 22:14:02,471 - mmaction - INFO - Epoch [193][2920/3757] lr: 1.464e-02, eta: 2 days, 7:16:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7508, loss_cls: 2.1310, loss: 2.1310, grad_norm: 4.6062 2020-08-05 22:14:18,206 - mmaction - INFO - Epoch [193][2940/3757] lr: 1.464e-02, eta: 2 days, 7:15:42, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7398, loss_cls: 2.1393, loss: 2.1393, grad_norm: 4.4888 2020-08-05 22:14:33,957 - mmaction - INFO - Epoch [193][2960/3757] lr: 1.464e-02, eta: 2 days, 7:15:24, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7523, loss_cls: 2.1255, loss: 2.1255, grad_norm: 4.4903 2020-08-05 22:14:49,752 - mmaction - INFO - Epoch [193][2980/3757] lr: 1.464e-02, eta: 2 days, 7:15:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7320, loss_cls: 2.1823, loss: 2.1823, grad_norm: 4.5429 2020-08-05 22:15:05,584 - mmaction - INFO - Epoch [193][3000/3757] lr: 1.464e-02, eta: 2 days, 7:14:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7477, loss_cls: 2.1937, loss: 2.1937, grad_norm: 4.6412 2020-08-05 22:15:21,308 - mmaction - INFO - Epoch [193][3020/3757] lr: 1.464e-02, eta: 2 days, 7:14:31, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7180, loss_cls: 2.2726, loss: 2.2726, grad_norm: 4.6946 2020-08-05 22:15:37,188 - mmaction - INFO - Epoch [193][3040/3757] lr: 1.464e-02, eta: 2 days, 7:14:14, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7359, loss_cls: 2.2244, loss: 2.2244, grad_norm: 4.5554 2020-08-05 22:15:52,904 - mmaction - INFO - Epoch [193][3060/3757] lr: 1.464e-02, eta: 2 days, 7:13:56, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7305, loss_cls: 2.2367, loss: 2.2367, grad_norm: 4.5668 2020-08-05 22:16:08,713 - mmaction - INFO - Epoch [193][3080/3757] lr: 1.464e-02, eta: 2 days, 7:13:38, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7422, loss_cls: 2.1285, loss: 2.1285, grad_norm: 4.4616 2020-08-05 22:16:24,515 - mmaction - INFO - Epoch [193][3100/3757] lr: 1.464e-02, eta: 2 days, 7:13:21, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7398, loss_cls: 2.1523, loss: 2.1523, grad_norm: 4.5712 2020-08-05 22:16:40,385 - mmaction - INFO - Epoch [193][3120/3757] lr: 1.464e-02, eta: 2 days, 7:13:03, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7461, loss_cls: 2.1740, loss: 2.1740, grad_norm: 4.4596 2020-08-05 22:16:56,165 - mmaction - INFO - Epoch [193][3140/3757] lr: 1.464e-02, eta: 2 days, 7:12:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7469, loss_cls: 2.1473, loss: 2.1473, grad_norm: 4.4946 2020-08-05 22:17:11,966 - mmaction - INFO - Epoch [193][3160/3757] lr: 1.464e-02, eta: 2 days, 7:12:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7047, loss_cls: 2.3260, loss: 2.3260, grad_norm: 4.6137 2020-08-05 22:17:27,839 - mmaction - INFO - Epoch [193][3180/3757] lr: 1.464e-02, eta: 2 days, 7:12:10, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7281, loss_cls: 2.2038, loss: 2.2038, grad_norm: 4.4759 2020-08-05 22:17:43,605 - mmaction - INFO - Epoch [193][3200/3757] lr: 1.464e-02, eta: 2 days, 7:11:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7516, loss_cls: 2.1152, loss: 2.1152, grad_norm: 4.3920 2020-08-05 22:17:59,441 - mmaction - INFO - Epoch [193][3220/3757] lr: 1.464e-02, eta: 2 days, 7:11:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7266, loss_cls: 2.2483, loss: 2.2483, grad_norm: 4.5598 2020-08-05 22:18:15,261 - mmaction - INFO - Epoch [193][3240/3757] lr: 1.464e-02, eta: 2 days, 7:11:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7531, loss_cls: 2.1130, loss: 2.1130, grad_norm: 4.4381 2020-08-05 22:18:31,013 - mmaction - INFO - Epoch [193][3260/3757] lr: 1.464e-02, eta: 2 days, 7:10:59, time: 0.787, data_time: 0.005, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7461, loss_cls: 2.2066, loss: 2.2066, grad_norm: 4.6468 2020-08-05 22:18:46,784 - mmaction - INFO - Epoch [193][3280/3757] lr: 1.464e-02, eta: 2 days, 7:10:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7352, loss_cls: 2.1559, loss: 2.1559, grad_norm: 4.4421 2020-08-05 22:19:02,644 - mmaction - INFO - Epoch [193][3300/3757] lr: 1.464e-02, eta: 2 days, 7:10:24, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4680, top5_acc: 0.7102, loss_cls: 2.3237, loss: 2.3237, grad_norm: 4.6607 2020-08-05 22:19:18,515 - mmaction - INFO - Epoch [193][3320/3757] lr: 1.464e-02, eta: 2 days, 7:10:06, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7211, loss_cls: 2.2182, loss: 2.2182, grad_norm: 4.5319 2020-08-05 22:19:34,386 - mmaction - INFO - Epoch [193][3340/3757] lr: 1.464e-02, eta: 2 days, 7:09:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4656, top5_acc: 0.7102, loss_cls: 2.3344, loss: 2.3344, grad_norm: 4.6378 2020-08-05 22:19:50,208 - mmaction - INFO - Epoch [193][3360/3757] lr: 1.464e-02, eta: 2 days, 7:09:31, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7430, loss_cls: 2.1527, loss: 2.1527, grad_norm: 4.6043 2020-08-05 22:20:05,993 - mmaction - INFO - Epoch [193][3380/3757] lr: 1.464e-02, eta: 2 days, 7:09:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7352, loss_cls: 2.2518, loss: 2.2518, grad_norm: 4.5572 2020-08-05 22:20:21,673 - mmaction - INFO - Epoch [193][3400/3757] lr: 1.464e-02, eta: 2 days, 7:08:56, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7453, loss_cls: 2.1623, loss: 2.1623, grad_norm: 4.5692 2020-08-05 22:20:37,486 - mmaction - INFO - Epoch [193][3420/3757] lr: 1.464e-02, eta: 2 days, 7:08:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7234, loss_cls: 2.2585, loss: 2.2585, grad_norm: 4.6589 2020-08-05 22:20:53,244 - mmaction - INFO - Epoch [193][3440/3757] lr: 1.464e-02, eta: 2 days, 7:08:20, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7078, loss_cls: 2.2836, loss: 2.2836, grad_norm: 4.6006 2020-08-05 22:21:09,108 - mmaction - INFO - Epoch [193][3460/3757] lr: 1.464e-02, eta: 2 days, 7:08:03, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7328, loss_cls: 2.1411, loss: 2.1411, grad_norm: 4.4623 2020-08-05 22:21:24,928 - mmaction - INFO - Epoch [193][3480/3757] lr: 1.464e-02, eta: 2 days, 7:07:45, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7398, loss_cls: 2.1959, loss: 2.1959, grad_norm: 4.5874 2020-08-05 22:21:40,714 - mmaction - INFO - Epoch [193][3500/3757] lr: 1.464e-02, eta: 2 days, 7:07:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7320, loss_cls: 2.2187, loss: 2.2187, grad_norm: 4.6998 2020-08-05 22:21:56,609 - mmaction - INFO - Epoch [193][3520/3757] lr: 1.464e-02, eta: 2 days, 7:07:10, time: 0.796, data_time: 0.006, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7117, loss_cls: 2.2926, loss: 2.2926, grad_norm: 4.6216 2020-08-05 22:22:13,007 - mmaction - INFO - Epoch [193][3540/3757] lr: 1.464e-02, eta: 2 days, 7:06:53, time: 0.820, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7242, loss_cls: 2.2618, loss: 2.2618, grad_norm: 4.5205 2020-08-05 22:22:28,755 - mmaction - INFO - Epoch [193][3560/3757] lr: 1.464e-02, eta: 2 days, 7:06:35, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7250, loss_cls: 2.2423, loss: 2.2423, grad_norm: 4.5900 2020-08-05 22:22:45,610 - mmaction - INFO - Epoch [193][3580/3757] lr: 1.464e-02, eta: 2 days, 7:06:18, time: 0.843, data_time: 0.004, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7133, loss_cls: 2.2816, loss: 2.2816, grad_norm: 4.6272 2020-08-05 22:23:01,447 - mmaction - INFO - Epoch [193][3600/3757] lr: 1.464e-02, eta: 2 days, 7:06:01, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7391, loss_cls: 2.1491, loss: 2.1491, grad_norm: 4.3348 2020-08-05 22:23:17,823 - mmaction - INFO - Epoch [193][3620/3757] lr: 1.464e-02, eta: 2 days, 7:05:44, time: 0.819, data_time: 0.035, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7367, loss_cls: 2.2259, loss: 2.2259, grad_norm: 4.4634 2020-08-05 22:23:33,603 - mmaction - INFO - Epoch [193][3640/3757] lr: 1.464e-02, eta: 2 days, 7:05:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7250, loss_cls: 2.2236, loss: 2.2236, grad_norm: 4.5710 2020-08-05 22:23:49,407 - mmaction - INFO - Epoch [193][3660/3757] lr: 1.464e-02, eta: 2 days, 7:05:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.1963, loss: 2.1963, grad_norm: 4.5257 2020-08-05 22:24:05,208 - mmaction - INFO - Epoch [193][3680/3757] lr: 1.464e-02, eta: 2 days, 7:04:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7367, loss_cls: 2.1691, loss: 2.1691, grad_norm: 4.5339 2020-08-05 22:24:21,068 - mmaction - INFO - Epoch [193][3700/3757] lr: 1.464e-02, eta: 2 days, 7:04:33, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7328, loss_cls: 2.2065, loss: 2.2065, grad_norm: 4.6512 2020-08-05 22:24:36,849 - mmaction - INFO - Epoch [193][3720/3757] lr: 1.464e-02, eta: 2 days, 7:04:15, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7250, loss_cls: 2.2181, loss: 2.2181, grad_norm: 4.5306 2020-08-05 22:24:52,732 - mmaction - INFO - Epoch [193][3740/3757] lr: 1.464e-02, eta: 2 days, 7:03:58, time: 0.796, data_time: 0.006, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7375, loss_cls: 2.1134, loss: 2.1134, grad_norm: 4.3871 2020-08-05 22:28:01,436 - mmaction - INFO - Epoch [194][20/3757] lr: 1.421e-02, eta: 2 days, 7:05:38, time: 8.304, data_time: 7.481, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7391, loss_cls: 2.1312, loss: 2.1312, grad_norm: 4.5852 2020-08-05 22:28:17,171 - mmaction - INFO - Epoch [194][40/3757] lr: 1.421e-02, eta: 2 days, 7:05:20, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7336, loss_cls: 2.2025, loss: 2.2025, grad_norm: 4.5925 2020-08-05 22:28:32,888 - mmaction - INFO - Epoch [194][60/3757] lr: 1.421e-02, eta: 2 days, 7:05:02, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7383, loss_cls: 2.1385, loss: 2.1385, grad_norm: 4.5080 2020-08-05 22:28:48,752 - mmaction - INFO - Epoch [194][80/3757] lr: 1.421e-02, eta: 2 days, 7:04:44, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7414, loss_cls: 2.1624, loss: 2.1624, grad_norm: 4.5857 2020-08-05 22:29:04,577 - mmaction - INFO - Epoch [194][100/3757] lr: 1.421e-02, eta: 2 days, 7:04:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7445, loss_cls: 2.1577, loss: 2.1577, grad_norm: 4.6602 2020-08-05 22:29:20,460 - mmaction - INFO - Epoch [194][120/3757] lr: 1.421e-02, eta: 2 days, 7:04:09, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7383, loss_cls: 2.1127, loss: 2.1127, grad_norm: 4.5916 2020-08-05 22:29:36,285 - mmaction - INFO - Epoch [194][140/3757] lr: 1.421e-02, eta: 2 days, 7:03:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7398, loss_cls: 2.1260, loss: 2.1260, grad_norm: 4.3834 2020-08-05 22:29:52,136 - mmaction - INFO - Epoch [194][160/3757] lr: 1.421e-02, eta: 2 days, 7:03:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7555, loss_cls: 2.1544, loss: 2.1544, grad_norm: 4.5650 2020-08-05 22:30:07,917 - mmaction - INFO - Epoch [194][180/3757] lr: 1.421e-02, eta: 2 days, 7:03:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7430, loss_cls: 2.1585, loss: 2.1585, grad_norm: 4.4842 2020-08-05 22:30:23,706 - mmaction - INFO - Epoch [194][200/3757] lr: 1.421e-02, eta: 2 days, 7:02:58, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7070, loss_cls: 2.2763, loss: 2.2763, grad_norm: 4.5688 2020-08-05 22:30:39,566 - mmaction - INFO - Epoch [194][220/3757] lr: 1.421e-02, eta: 2 days, 7:02:41, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7367, loss_cls: 2.1410, loss: 2.1410, grad_norm: 4.5595 2020-08-05 22:30:55,400 - mmaction - INFO - Epoch [194][240/3757] lr: 1.421e-02, eta: 2 days, 7:02:23, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7438, loss_cls: 2.1760, loss: 2.1760, grad_norm: 4.5141 2020-08-05 22:31:11,273 - mmaction - INFO - Epoch [194][260/3757] lr: 1.421e-02, eta: 2 days, 7:02:06, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7492, loss_cls: 2.1093, loss: 2.1093, grad_norm: 4.6390 2020-08-05 22:31:27,079 - mmaction - INFO - Epoch [194][280/3757] lr: 1.421e-02, eta: 2 days, 7:01:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7539, loss_cls: 2.1029, loss: 2.1029, grad_norm: 4.5575 2020-08-05 22:31:42,925 - mmaction - INFO - Epoch [194][300/3757] lr: 1.421e-02, eta: 2 days, 7:01:30, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7500, loss_cls: 2.1239, loss: 2.1239, grad_norm: 4.6580 2020-08-05 22:31:58,720 - mmaction - INFO - Epoch [194][320/3757] lr: 1.421e-02, eta: 2 days, 7:01:12, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7289, loss_cls: 2.1796, loss: 2.1796, grad_norm: 4.5791 2020-08-05 22:32:14,604 - mmaction - INFO - Epoch [194][340/3757] lr: 1.421e-02, eta: 2 days, 7:00:55, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7359, loss_cls: 2.1996, loss: 2.1996, grad_norm: 4.5648 2020-08-05 22:32:30,337 - mmaction - INFO - Epoch [194][360/3757] lr: 1.421e-02, eta: 2 days, 7:00:37, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7148, loss_cls: 2.2762, loss: 2.2762, grad_norm: 4.7680 2020-08-05 22:32:46,170 - mmaction - INFO - Epoch [194][380/3757] lr: 1.421e-02, eta: 2 days, 7:00:19, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7141, loss_cls: 2.2640, loss: 2.2640, grad_norm: 4.5134 2020-08-05 22:33:01,942 - mmaction - INFO - Epoch [194][400/3757] lr: 1.421e-02, eta: 2 days, 7:00:02, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7500, loss_cls: 2.1154, loss: 2.1154, grad_norm: 4.6031 2020-08-05 22:33:17,803 - mmaction - INFO - Epoch [194][420/3757] lr: 1.421e-02, eta: 2 days, 6:59:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7305, loss_cls: 2.1965, loss: 2.1965, grad_norm: 4.5524 2020-08-05 22:33:33,624 - mmaction - INFO - Epoch [194][440/3757] lr: 1.421e-02, eta: 2 days, 6:59:26, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7461, loss_cls: 2.0727, loss: 2.0727, grad_norm: 4.4270 2020-08-05 22:33:49,539 - mmaction - INFO - Epoch [194][460/3757] lr: 1.421e-02, eta: 2 days, 6:59:09, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7305, loss_cls: 2.1544, loss: 2.1544, grad_norm: 4.4758 2020-08-05 22:34:05,201 - mmaction - INFO - Epoch [194][480/3757] lr: 1.421e-02, eta: 2 days, 6:58:51, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7461, loss_cls: 2.0941, loss: 2.0941, grad_norm: 4.5594 2020-08-05 22:34:21,048 - mmaction - INFO - Epoch [194][500/3757] lr: 1.421e-02, eta: 2 days, 6:58:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7492, loss_cls: 2.0734, loss: 2.0734, grad_norm: 4.6575 2020-08-05 22:34:36,839 - mmaction - INFO - Epoch [194][520/3757] lr: 1.421e-02, eta: 2 days, 6:58:16, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7406, loss_cls: 2.1588, loss: 2.1588, grad_norm: 4.5813 2020-08-05 22:34:52,707 - mmaction - INFO - Epoch [194][540/3757] lr: 1.421e-02, eta: 2 days, 6:57:58, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7281, loss_cls: 2.2453, loss: 2.2453, grad_norm: 4.6501 2020-08-05 22:35:08,542 - mmaction - INFO - Epoch [194][560/3757] lr: 1.421e-02, eta: 2 days, 6:57:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7539, loss_cls: 2.0947, loss: 2.0947, grad_norm: 4.5345 2020-08-05 22:35:24,372 - mmaction - INFO - Epoch [194][580/3757] lr: 1.421e-02, eta: 2 days, 6:57:23, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7039, loss_cls: 2.3032, loss: 2.3032, grad_norm: 4.6183 2020-08-05 22:35:40,132 - mmaction - INFO - Epoch [194][600/3757] lr: 1.421e-02, eta: 2 days, 6:57:05, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7391, loss_cls: 2.1462, loss: 2.1462, grad_norm: 4.5628 2020-08-05 22:35:56,022 - mmaction - INFO - Epoch [194][620/3757] lr: 1.421e-02, eta: 2 days, 6:56:48, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7352, loss_cls: 2.1107, loss: 2.1107, grad_norm: 4.5966 2020-08-05 22:36:11,790 - mmaction - INFO - Epoch [194][640/3757] lr: 1.421e-02, eta: 2 days, 6:56:30, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7422, loss_cls: 2.1566, loss: 2.1566, grad_norm: 4.6305 2020-08-05 22:36:27,653 - mmaction - INFO - Epoch [194][660/3757] lr: 1.421e-02, eta: 2 days, 6:56:12, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1290, loss: 2.1290, grad_norm: 4.6588 2020-08-05 22:36:43,537 - mmaction - INFO - Epoch [194][680/3757] lr: 1.421e-02, eta: 2 days, 6:55:55, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7273, loss_cls: 2.1687, loss: 2.1687, grad_norm: 4.5501 2020-08-05 22:36:59,365 - mmaction - INFO - Epoch [194][700/3757] lr: 1.421e-02, eta: 2 days, 6:55:37, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.1556, loss: 2.1556, grad_norm: 4.6059 2020-08-05 22:37:15,194 - mmaction - INFO - Epoch [194][720/3757] lr: 1.421e-02, eta: 2 days, 6:55:19, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7508, loss_cls: 2.0954, loss: 2.0954, grad_norm: 4.5602 2020-08-05 22:37:30,998 - mmaction - INFO - Epoch [194][740/3757] lr: 1.421e-02, eta: 2 days, 6:55:02, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7438, loss_cls: 2.1301, loss: 2.1301, grad_norm: 4.5882 2020-08-05 22:37:46,788 - mmaction - INFO - Epoch [194][760/3757] lr: 1.421e-02, eta: 2 days, 6:54:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7500, loss_cls: 2.0839, loss: 2.0839, grad_norm: 4.4677 2020-08-05 22:38:02,573 - mmaction - INFO - Epoch [194][780/3757] lr: 1.421e-02, eta: 2 days, 6:54:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4789, top5_acc: 0.7289, loss_cls: 2.2379, loss: 2.2379, grad_norm: 4.7064 2020-08-05 22:38:18,393 - mmaction - INFO - Epoch [194][800/3757] lr: 1.421e-02, eta: 2 days, 6:54:09, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7375, loss_cls: 2.1363, loss: 2.1363, grad_norm: 4.6438 2020-08-05 22:38:34,179 - mmaction - INFO - Epoch [194][820/3757] lr: 1.421e-02, eta: 2 days, 6:53:51, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7336, loss_cls: 2.2212, loss: 2.2212, grad_norm: 4.5841 2020-08-05 22:38:49,994 - mmaction - INFO - Epoch [194][840/3757] lr: 1.421e-02, eta: 2 days, 6:53:33, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7469, loss_cls: 2.1400, loss: 2.1400, grad_norm: 4.5862 2020-08-05 22:39:05,806 - mmaction - INFO - Epoch [194][860/3757] lr: 1.421e-02, eta: 2 days, 6:53:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7508, loss_cls: 2.1042, loss: 2.1042, grad_norm: 4.5414 2020-08-05 22:39:21,574 - mmaction - INFO - Epoch [194][880/3757] lr: 1.421e-02, eta: 2 days, 6:52:58, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7109, loss_cls: 2.2855, loss: 2.2855, grad_norm: 4.6885 2020-08-05 22:39:37,240 - mmaction - INFO - Epoch [194][900/3757] lr: 1.421e-02, eta: 2 days, 6:52:40, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7281, loss_cls: 2.1822, loss: 2.1822, grad_norm: 4.5686 2020-08-05 22:39:53,135 - mmaction - INFO - Epoch [194][920/3757] lr: 1.421e-02, eta: 2 days, 6:52:22, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7430, loss_cls: 2.1366, loss: 2.1366, grad_norm: 4.4967 2020-08-05 22:40:08,829 - mmaction - INFO - Epoch [194][940/3757] lr: 1.421e-02, eta: 2 days, 6:52:05, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7453, loss_cls: 2.0958, loss: 2.0958, grad_norm: 4.4309 2020-08-05 22:40:24,740 - mmaction - INFO - Epoch [194][960/3757] lr: 1.421e-02, eta: 2 days, 6:51:47, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7344, loss_cls: 2.1761, loss: 2.1761, grad_norm: 4.5012 2020-08-05 22:40:40,440 - mmaction - INFO - Epoch [194][980/3757] lr: 1.421e-02, eta: 2 days, 6:51:29, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7359, loss_cls: 2.1977, loss: 2.1977, grad_norm: 4.5673 2020-08-05 22:40:56,237 - mmaction - INFO - Epoch [194][1000/3757] lr: 1.421e-02, eta: 2 days, 6:51:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7219, loss_cls: 2.2646, loss: 2.2646, grad_norm: 4.6590 2020-08-05 22:41:12,037 - mmaction - INFO - Epoch [194][1020/3757] lr: 1.421e-02, eta: 2 days, 6:50:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.0965, loss: 2.0965, grad_norm: 4.4288 2020-08-05 22:41:27,908 - mmaction - INFO - Epoch [194][1040/3757] lr: 1.421e-02, eta: 2 days, 6:50:36, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7414, loss_cls: 2.1937, loss: 2.1937, grad_norm: 4.5311 2020-08-05 22:41:43,830 - mmaction - INFO - Epoch [194][1060/3757] lr: 1.421e-02, eta: 2 days, 6:50:19, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7430, loss_cls: 2.1670, loss: 2.1670, grad_norm: 4.5294 2020-08-05 22:41:59,664 - mmaction - INFO - Epoch [194][1080/3757] lr: 1.421e-02, eta: 2 days, 6:50:01, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7305, loss_cls: 2.2056, loss: 2.2056, grad_norm: 4.5125 2020-08-05 22:42:15,553 - mmaction - INFO - Epoch [194][1100/3757] lr: 1.421e-02, eta: 2 days, 6:49:44, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7188, loss_cls: 2.1552, loss: 2.1552, grad_norm: 4.6230 2020-08-05 22:42:31,330 - mmaction - INFO - Epoch [194][1120/3757] lr: 1.421e-02, eta: 2 days, 6:49:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7305, loss_cls: 2.2067, loss: 2.2067, grad_norm: 4.5053 2020-08-05 22:42:47,110 - mmaction - INFO - Epoch [194][1140/3757] lr: 1.421e-02, eta: 2 days, 6:49:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7344, loss_cls: 2.1618, loss: 2.1618, grad_norm: 4.5731 2020-08-05 22:43:02,964 - mmaction - INFO - Epoch [194][1160/3757] lr: 1.421e-02, eta: 2 days, 6:48:51, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7422, loss_cls: 2.1398, loss: 2.1398, grad_norm: 4.5988 2020-08-05 22:43:18,718 - mmaction - INFO - Epoch [194][1180/3757] lr: 1.421e-02, eta: 2 days, 6:48:33, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.1675, loss: 2.1675, grad_norm: 4.6485 2020-08-05 22:43:34,540 - mmaction - INFO - Epoch [194][1200/3757] lr: 1.421e-02, eta: 2 days, 6:48:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7555, loss_cls: 2.1200, loss: 2.1200, grad_norm: 4.5635 2020-08-05 22:43:50,374 - mmaction - INFO - Epoch [194][1220/3757] lr: 1.421e-02, eta: 2 days, 6:47:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7133, loss_cls: 2.2268, loss: 2.2268, grad_norm: 4.6765 2020-08-05 22:44:06,170 - mmaction - INFO - Epoch [194][1240/3757] lr: 1.421e-02, eta: 2 days, 6:47:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7438, loss_cls: 2.2037, loss: 2.2037, grad_norm: 4.5224 2020-08-05 22:44:22,037 - mmaction - INFO - Epoch [194][1260/3757] lr: 1.421e-02, eta: 2 days, 6:47:22, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7500, loss_cls: 2.1128, loss: 2.1128, grad_norm: 4.5719 2020-08-05 22:44:37,861 - mmaction - INFO - Epoch [194][1280/3757] lr: 1.421e-02, eta: 2 days, 6:47:05, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7219, loss_cls: 2.2157, loss: 2.2157, grad_norm: 4.6712 2020-08-05 22:44:53,773 - mmaction - INFO - Epoch [194][1300/3757] lr: 1.421e-02, eta: 2 days, 6:46:47, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7172, loss_cls: 2.2301, loss: 2.2301, grad_norm: 4.5814 2020-08-05 22:45:09,530 - mmaction - INFO - Epoch [194][1320/3757] lr: 1.421e-02, eta: 2 days, 6:46:29, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7320, loss_cls: 2.1895, loss: 2.1895, grad_norm: 4.5223 2020-08-05 22:45:25,315 - mmaction - INFO - Epoch [194][1340/3757] lr: 1.421e-02, eta: 2 days, 6:46:12, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7289, loss_cls: 2.1584, loss: 2.1584, grad_norm: 4.4702 2020-08-05 22:45:41,153 - mmaction - INFO - Epoch [194][1360/3757] lr: 1.421e-02, eta: 2 days, 6:45:54, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7242, loss_cls: 2.2309, loss: 2.2309, grad_norm: 4.7153 2020-08-05 22:45:57,024 - mmaction - INFO - Epoch [194][1380/3757] lr: 1.421e-02, eta: 2 days, 6:45:36, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7273, loss_cls: 2.2613, loss: 2.2613, grad_norm: 4.7212 2020-08-05 22:46:12,722 - mmaction - INFO - Epoch [194][1400/3757] lr: 1.421e-02, eta: 2 days, 6:45:19, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7148, loss_cls: 2.2388, loss: 2.2388, grad_norm: 4.6996 2020-08-05 22:46:28,597 - mmaction - INFO - Epoch [194][1420/3757] lr: 1.421e-02, eta: 2 days, 6:45:01, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7359, loss_cls: 2.1608, loss: 2.1608, grad_norm: 4.5986 2020-08-05 22:46:44,426 - mmaction - INFO - Epoch [194][1440/3757] lr: 1.421e-02, eta: 2 days, 6:44:43, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.4625, top5_acc: 0.6906, loss_cls: 2.3492, loss: 2.3492, grad_norm: 4.7244 2020-08-05 22:47:00,312 - mmaction - INFO - Epoch [194][1460/3757] lr: 1.421e-02, eta: 2 days, 6:44:26, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7328, loss_cls: 2.1994, loss: 2.1994, grad_norm: 4.5702 2020-08-05 22:47:16,077 - mmaction - INFO - Epoch [194][1480/3757] lr: 1.421e-02, eta: 2 days, 6:44:08, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7211, loss_cls: 2.2548, loss: 2.2548, grad_norm: 4.7656 2020-08-05 22:47:31,882 - mmaction - INFO - Epoch [194][1500/3757] lr: 1.421e-02, eta: 2 days, 6:43:50, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7320, loss_cls: 2.1802, loss: 2.1802, grad_norm: 4.5127 2020-08-05 22:47:47,619 - mmaction - INFO - Epoch [194][1520/3757] lr: 1.421e-02, eta: 2 days, 6:43:33, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7031, loss_cls: 2.3300, loss: 2.3300, grad_norm: 4.5798 2020-08-05 22:48:03,465 - mmaction - INFO - Epoch [194][1540/3757] lr: 1.421e-02, eta: 2 days, 6:43:15, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7359, loss_cls: 2.1732, loss: 2.1732, grad_norm: 4.5884 2020-08-05 22:48:19,291 - mmaction - INFO - Epoch [194][1560/3757] lr: 1.421e-02, eta: 2 days, 6:42:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7609, loss_cls: 2.0528, loss: 2.0528, grad_norm: 4.5717 2020-08-05 22:48:35,069 - mmaction - INFO - Epoch [194][1580/3757] lr: 1.421e-02, eta: 2 days, 6:42:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7336, loss_cls: 2.1545, loss: 2.1545, grad_norm: 4.5074 2020-08-05 22:48:50,924 - mmaction - INFO - Epoch [194][1600/3757] lr: 1.421e-02, eta: 2 days, 6:42:22, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7570, loss_cls: 2.0752, loss: 2.0752, grad_norm: 4.5936 2020-08-05 22:49:06,826 - mmaction - INFO - Epoch [194][1620/3757] lr: 1.421e-02, eta: 2 days, 6:42:05, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7430, loss_cls: 2.1432, loss: 2.1432, grad_norm: 4.5911 2020-08-05 22:49:22,579 - mmaction - INFO - Epoch [194][1640/3757] lr: 1.421e-02, eta: 2 days, 6:41:47, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7461, loss_cls: 2.1377, loss: 2.1377, grad_norm: 4.4960 2020-08-05 22:49:38,503 - mmaction - INFO - Epoch [194][1660/3757] lr: 1.421e-02, eta: 2 days, 6:41:29, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7516, loss_cls: 2.1135, loss: 2.1135, grad_norm: 4.6471 2020-08-05 22:49:54,314 - mmaction - INFO - Epoch [194][1680/3757] lr: 1.421e-02, eta: 2 days, 6:41:12, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7547, loss_cls: 2.0989, loss: 2.0989, grad_norm: 4.5207 2020-08-05 22:50:10,175 - mmaction - INFO - Epoch [194][1700/3757] lr: 1.421e-02, eta: 2 days, 6:40:54, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7328, loss_cls: 2.2200, loss: 2.2200, grad_norm: 4.7183 2020-08-05 22:50:25,864 - mmaction - INFO - Epoch [194][1720/3757] lr: 1.421e-02, eta: 2 days, 6:40:36, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7430, loss_cls: 2.1076, loss: 2.1076, grad_norm: 4.4146 2020-08-05 22:50:41,679 - mmaction - INFO - Epoch [194][1740/3757] lr: 1.421e-02, eta: 2 days, 6:40:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7273, loss_cls: 2.2225, loss: 2.2225, grad_norm: 4.5716 2020-08-05 22:50:57,512 - mmaction - INFO - Epoch [194][1760/3757] lr: 1.421e-02, eta: 2 days, 6:40:01, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7352, loss_cls: 2.1987, loss: 2.1987, grad_norm: 4.7412 2020-08-05 22:51:13,371 - mmaction - INFO - Epoch [194][1780/3757] lr: 1.421e-02, eta: 2 days, 6:39:43, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7156, loss_cls: 2.2557, loss: 2.2557, grad_norm: 4.5186 2020-08-05 22:51:29,170 - mmaction - INFO - Epoch [194][1800/3757] lr: 1.421e-02, eta: 2 days, 6:39:26, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7547, loss_cls: 2.0768, loss: 2.0768, grad_norm: 4.5748 2020-08-05 22:51:44,937 - mmaction - INFO - Epoch [194][1820/3757] lr: 1.421e-02, eta: 2 days, 6:39:08, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7266, loss_cls: 2.2635, loss: 2.2635, grad_norm: 4.6205 2020-08-05 22:52:00,625 - mmaction - INFO - Epoch [194][1840/3757] lr: 1.421e-02, eta: 2 days, 6:38:50, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7531, loss_cls: 2.1151, loss: 2.1151, grad_norm: 4.4943 2020-08-05 22:52:16,328 - mmaction - INFO - Epoch [194][1860/3757] lr: 1.421e-02, eta: 2 days, 6:38:32, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7219, loss_cls: 2.2078, loss: 2.2078, grad_norm: 4.6447 2020-08-05 22:52:32,146 - mmaction - INFO - Epoch [194][1880/3757] lr: 1.421e-02, eta: 2 days, 6:38:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7336, loss_cls: 2.2440, loss: 2.2440, grad_norm: 4.5781 2020-08-05 22:52:47,937 - mmaction - INFO - Epoch [194][1900/3757] lr: 1.421e-02, eta: 2 days, 6:37:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7516, loss_cls: 2.1033, loss: 2.1033, grad_norm: 4.6304 2020-08-05 22:53:03,744 - mmaction - INFO - Epoch [194][1920/3757] lr: 1.421e-02, eta: 2 days, 6:37:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7320, loss_cls: 2.1844, loss: 2.1844, grad_norm: 4.5231 2020-08-05 22:53:19,513 - mmaction - INFO - Epoch [194][1940/3757] lr: 1.421e-02, eta: 2 days, 6:37:22, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7336, loss_cls: 2.1257, loss: 2.1257, grad_norm: 4.4830 2020-08-05 22:53:35,318 - mmaction - INFO - Epoch [194][1960/3757] lr: 1.421e-02, eta: 2 days, 6:37:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7320, loss_cls: 2.1888, loss: 2.1888, grad_norm: 4.5239 2020-08-05 22:53:51,110 - mmaction - INFO - Epoch [194][1980/3757] lr: 1.421e-02, eta: 2 days, 6:36:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.1500, loss: 2.1500, grad_norm: 4.5244 2020-08-05 22:54:06,936 - mmaction - INFO - Epoch [194][2000/3757] lr: 1.421e-02, eta: 2 days, 6:36:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7359, loss_cls: 2.1916, loss: 2.1916, grad_norm: 4.6449 2020-08-05 22:54:22,743 - mmaction - INFO - Epoch [194][2020/3757] lr: 1.421e-02, eta: 2 days, 6:36:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7461, loss_cls: 2.1705, loss: 2.1705, grad_norm: 4.5695 2020-08-05 22:54:38,627 - mmaction - INFO - Epoch [194][2040/3757] lr: 1.421e-02, eta: 2 days, 6:35:54, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7203, loss_cls: 2.2731, loss: 2.2731, grad_norm: 4.7177 2020-08-05 22:54:54,410 - mmaction - INFO - Epoch [194][2060/3757] lr: 1.421e-02, eta: 2 days, 6:35:36, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7242, loss_cls: 2.2766, loss: 2.2766, grad_norm: 4.5848 2020-08-05 22:55:10,173 - mmaction - INFO - Epoch [194][2080/3757] lr: 1.421e-02, eta: 2 days, 6:35:18, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7336, loss_cls: 2.2308, loss: 2.2308, grad_norm: 4.6436 2020-08-05 22:55:25,964 - mmaction - INFO - Epoch [194][2100/3757] lr: 1.421e-02, eta: 2 days, 6:35:01, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7414, loss_cls: 2.1349, loss: 2.1349, grad_norm: 4.5694 2020-08-05 22:55:41,768 - mmaction - INFO - Epoch [194][2120/3757] lr: 1.421e-02, eta: 2 days, 6:34:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7422, loss_cls: 2.1912, loss: 2.1912, grad_norm: 4.7062 2020-08-05 22:55:57,525 - mmaction - INFO - Epoch [194][2140/3757] lr: 1.421e-02, eta: 2 days, 6:34:25, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7422, loss_cls: 2.1274, loss: 2.1274, grad_norm: 4.5273 2020-08-05 22:56:13,337 - mmaction - INFO - Epoch [194][2160/3757] lr: 1.421e-02, eta: 2 days, 6:34:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7148, loss_cls: 2.1698, loss: 2.1698, grad_norm: 4.4633 2020-08-05 22:56:29,148 - mmaction - INFO - Epoch [194][2180/3757] lr: 1.421e-02, eta: 2 days, 6:33:50, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7422, loss_cls: 2.1526, loss: 2.1526, grad_norm: 4.4926 2020-08-05 22:56:44,985 - mmaction - INFO - Epoch [194][2200/3757] lr: 1.421e-02, eta: 2 days, 6:33:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7133, loss_cls: 2.2692, loss: 2.2692, grad_norm: 4.7072 2020-08-05 22:57:00,829 - mmaction - INFO - Epoch [194][2220/3757] lr: 1.421e-02, eta: 2 days, 6:33:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7133, loss_cls: 2.2099, loss: 2.2099, grad_norm: 4.5479 2020-08-05 22:57:16,683 - mmaction - INFO - Epoch [194][2240/3757] lr: 1.421e-02, eta: 2 days, 6:32:57, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7258, loss_cls: 2.1879, loss: 2.1879, grad_norm: 4.5020 2020-08-05 22:57:32,487 - mmaction - INFO - Epoch [194][2260/3757] lr: 1.421e-02, eta: 2 days, 6:32:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7156, loss_cls: 2.2085, loss: 2.2085, grad_norm: 4.6471 2020-08-05 22:57:48,255 - mmaction - INFO - Epoch [194][2280/3757] lr: 1.421e-02, eta: 2 days, 6:32:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.1571, loss: 2.1571, grad_norm: 4.6795 2020-08-05 22:58:04,129 - mmaction - INFO - Epoch [194][2300/3757] lr: 1.421e-02, eta: 2 days, 6:32:04, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7320, loss_cls: 2.2376, loss: 2.2376, grad_norm: 4.7195 2020-08-05 22:58:19,857 - mmaction - INFO - Epoch [194][2320/3757] lr: 1.421e-02, eta: 2 days, 6:31:46, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7234, loss_cls: 2.2514, loss: 2.2514, grad_norm: 4.6390 2020-08-05 22:58:35,649 - mmaction - INFO - Epoch [194][2340/3757] lr: 1.421e-02, eta: 2 days, 6:31:29, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7266, loss_cls: 2.2773, loss: 2.2773, grad_norm: 4.8348 2020-08-05 22:58:51,462 - mmaction - INFO - Epoch [194][2360/3757] lr: 1.421e-02, eta: 2 days, 6:31:11, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7469, loss_cls: 2.1877, loss: 2.1877, grad_norm: 4.6079 2020-08-05 22:59:07,234 - mmaction - INFO - Epoch [194][2380/3757] lr: 1.421e-02, eta: 2 days, 6:30:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7328, loss_cls: 2.1869, loss: 2.1869, grad_norm: 4.5706 2020-08-05 22:59:23,054 - mmaction - INFO - Epoch [194][2400/3757] lr: 1.421e-02, eta: 2 days, 6:30:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7133, loss_cls: 2.2866, loss: 2.2866, grad_norm: 4.7640 2020-08-05 22:59:38,838 - mmaction - INFO - Epoch [194][2420/3757] lr: 1.421e-02, eta: 2 days, 6:30:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7086, loss_cls: 2.2544, loss: 2.2544, grad_norm: 4.6908 2020-08-05 22:59:54,619 - mmaction - INFO - Epoch [194][2440/3757] lr: 1.421e-02, eta: 2 days, 6:30:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.6953, loss_cls: 2.2692, loss: 2.2692, grad_norm: 4.4852 2020-08-05 23:00:14,383 - mmaction - INFO - Epoch [194][2460/3757] lr: 1.421e-02, eta: 2 days, 6:29:46, time: 0.987, data_time: 0.006, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7344, loss_cls: 2.2011, loss: 2.2011, grad_norm: 4.5612 2020-08-05 23:00:30,235 - mmaction - INFO - Epoch [194][2480/3757] lr: 1.421e-02, eta: 2 days, 6:29:29, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7453, loss_cls: 2.1643, loss: 2.1643, grad_norm: 4.6343 2020-08-05 23:00:46,103 - mmaction - INFO - Epoch [194][2500/3757] lr: 1.421e-02, eta: 2 days, 6:29:11, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7438, loss_cls: 2.0935, loss: 2.0935, grad_norm: 4.5345 2020-08-05 23:01:01,996 - mmaction - INFO - Epoch [194][2520/3757] lr: 1.421e-02, eta: 2 days, 6:28:54, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.1412, loss: 2.1412, grad_norm: 4.6619 2020-08-05 23:01:17,880 - mmaction - INFO - Epoch [194][2540/3757] lr: 1.421e-02, eta: 2 days, 6:28:36, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.1857, loss: 2.1857, grad_norm: 4.6290 2020-08-05 23:01:33,716 - mmaction - INFO - Epoch [194][2560/3757] lr: 1.421e-02, eta: 2 days, 6:28:19, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7234, loss_cls: 2.2945, loss: 2.2945, grad_norm: 4.6284 2020-08-05 23:01:49,567 - mmaction - INFO - Epoch [194][2580/3757] lr: 1.421e-02, eta: 2 days, 6:28:01, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7523, loss_cls: 2.1398, loss: 2.1398, grad_norm: 4.6081 2020-08-05 23:02:05,277 - mmaction - INFO - Epoch [194][2600/3757] lr: 1.421e-02, eta: 2 days, 6:27:43, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7211, loss_cls: 2.2292, loss: 2.2292, grad_norm: 4.6014 2020-08-05 23:02:21,123 - mmaction - INFO - Epoch [194][2620/3757] lr: 1.421e-02, eta: 2 days, 6:27:26, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7156, loss_cls: 2.2210, loss: 2.2210, grad_norm: 4.5492 2020-08-05 23:02:36,941 - mmaction - INFO - Epoch [194][2640/3757] lr: 1.421e-02, eta: 2 days, 6:27:08, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7547, loss_cls: 2.1256, loss: 2.1256, grad_norm: 4.5642 2020-08-05 23:02:52,786 - mmaction - INFO - Epoch [194][2660/3757] lr: 1.421e-02, eta: 2 days, 6:26:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7242, loss_cls: 2.2655, loss: 2.2655, grad_norm: 4.7650 2020-08-05 23:03:08,514 - mmaction - INFO - Epoch [194][2680/3757] lr: 1.421e-02, eta: 2 days, 6:26:33, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7398, loss_cls: 2.1282, loss: 2.1282, grad_norm: 4.6795 2020-08-05 23:03:24,281 - mmaction - INFO - Epoch [194][2700/3757] lr: 1.421e-02, eta: 2 days, 6:26:15, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7344, loss_cls: 2.2064, loss: 2.2064, grad_norm: 4.6599 2020-08-05 23:03:40,008 - mmaction - INFO - Epoch [194][2720/3757] lr: 1.421e-02, eta: 2 days, 6:25:57, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7203, loss_cls: 2.1882, loss: 2.1882, grad_norm: 4.5430 2020-08-05 23:03:55,757 - mmaction - INFO - Epoch [194][2740/3757] lr: 1.421e-02, eta: 2 days, 6:25:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7266, loss_cls: 2.2262, loss: 2.2262, grad_norm: 4.7411 2020-08-05 23:04:11,558 - mmaction - INFO - Epoch [194][2760/3757] lr: 1.421e-02, eta: 2 days, 6:25:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7297, loss_cls: 2.2916, loss: 2.2916, grad_norm: 4.7498 2020-08-05 23:04:27,450 - mmaction - INFO - Epoch [194][2780/3757] lr: 1.421e-02, eta: 2 days, 6:25:04, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7367, loss_cls: 2.2014, loss: 2.2014, grad_norm: 4.4707 2020-08-05 23:04:43,275 - mmaction - INFO - Epoch [194][2800/3757] lr: 1.421e-02, eta: 2 days, 6:24:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7312, loss_cls: 2.1344, loss: 2.1344, grad_norm: 4.4251 2020-08-05 23:04:59,097 - mmaction - INFO - Epoch [194][2820/3757] lr: 1.421e-02, eta: 2 days, 6:24:29, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7406, loss_cls: 2.1642, loss: 2.1642, grad_norm: 4.4775 2020-08-05 23:05:14,859 - mmaction - INFO - Epoch [194][2840/3757] lr: 1.421e-02, eta: 2 days, 6:24:11, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7352, loss_cls: 2.1874, loss: 2.1874, grad_norm: 4.7371 2020-08-05 23:05:30,655 - mmaction - INFO - Epoch [194][2860/3757] lr: 1.421e-02, eta: 2 days, 6:23:54, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7258, loss_cls: 2.2353, loss: 2.2353, grad_norm: 4.5253 2020-08-05 23:05:46,505 - mmaction - INFO - Epoch [194][2880/3757] lr: 1.421e-02, eta: 2 days, 6:23:36, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7539, loss_cls: 2.0561, loss: 2.0561, grad_norm: 4.5864 2020-08-05 23:06:02,325 - mmaction - INFO - Epoch [194][2900/3757] lr: 1.421e-02, eta: 2 days, 6:23:18, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4766, top5_acc: 0.7328, loss_cls: 2.1981, loss: 2.1981, grad_norm: 4.6114 2020-08-05 23:06:18,176 - mmaction - INFO - Epoch [194][2920/3757] lr: 1.421e-02, eta: 2 days, 6:23:01, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7234, loss_cls: 2.2360, loss: 2.2360, grad_norm: 4.6004 2020-08-05 23:06:34,061 - mmaction - INFO - Epoch [194][2940/3757] lr: 1.421e-02, eta: 2 days, 6:22:43, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7516, loss_cls: 2.1223, loss: 2.1223, grad_norm: 4.5516 2020-08-05 23:06:49,864 - mmaction - INFO - Epoch [194][2960/3757] lr: 1.421e-02, eta: 2 days, 6:22:26, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7523, loss_cls: 2.1011, loss: 2.1011, grad_norm: 4.5291 2020-08-05 23:07:05,664 - mmaction - INFO - Epoch [194][2980/3757] lr: 1.421e-02, eta: 2 days, 6:22:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7258, loss_cls: 2.1846, loss: 2.1846, grad_norm: 4.6811 2020-08-05 23:07:21,464 - mmaction - INFO - Epoch [194][3000/3757] lr: 1.421e-02, eta: 2 days, 6:21:50, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7336, loss_cls: 2.2020, loss: 2.2020, grad_norm: 4.6540 2020-08-05 23:07:37,215 - mmaction - INFO - Epoch [194][3020/3757] lr: 1.421e-02, eta: 2 days, 6:21:33, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7219, loss_cls: 2.2191, loss: 2.2191, grad_norm: 4.5388 2020-08-05 23:07:53,357 - mmaction - INFO - Epoch [194][3040/3757] lr: 1.421e-02, eta: 2 days, 6:21:15, time: 0.808, data_time: 0.017, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.1204, loss: 2.1204, grad_norm: 4.5579 2020-08-05 23:08:09,145 - mmaction - INFO - Epoch [194][3060/3757] lr: 1.421e-02, eta: 2 days, 6:20:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.0648, loss: 2.0648, grad_norm: 4.6586 2020-08-05 23:08:24,968 - mmaction - INFO - Epoch [194][3080/3757] lr: 1.421e-02, eta: 2 days, 6:20:40, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7391, loss_cls: 2.1447, loss: 2.1447, grad_norm: 4.5463 2020-08-05 23:08:40,832 - mmaction - INFO - Epoch [194][3100/3757] lr: 1.421e-02, eta: 2 days, 6:20:23, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7289, loss_cls: 2.2641, loss: 2.2641, grad_norm: 4.8630 2020-08-05 23:08:56,624 - mmaction - INFO - Epoch [194][3120/3757] lr: 1.421e-02, eta: 2 days, 6:20:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7055, loss_cls: 2.2429, loss: 2.2429, grad_norm: 4.6201 2020-08-05 23:09:12,411 - mmaction - INFO - Epoch [194][3140/3757] lr: 1.421e-02, eta: 2 days, 6:19:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7281, loss_cls: 2.2053, loss: 2.2053, grad_norm: 4.4542 2020-08-05 23:09:28,228 - mmaction - INFO - Epoch [194][3160/3757] lr: 1.421e-02, eta: 2 days, 6:19:30, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.2044, loss: 2.2044, grad_norm: 4.5232 2020-08-05 23:09:44,014 - mmaction - INFO - Epoch [194][3180/3757] lr: 1.421e-02, eta: 2 days, 6:19:12, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.1592, loss: 2.1592, grad_norm: 4.5321 2020-08-05 23:09:59,811 - mmaction - INFO - Epoch [194][3200/3757] lr: 1.421e-02, eta: 2 days, 6:18:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7164, loss_cls: 2.2375, loss: 2.2375, grad_norm: 4.6074 2020-08-05 23:10:15,566 - mmaction - INFO - Epoch [194][3220/3757] lr: 1.421e-02, eta: 2 days, 6:18:37, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7438, loss_cls: 2.0936, loss: 2.0936, grad_norm: 4.5511 2020-08-05 23:10:31,383 - mmaction - INFO - Epoch [194][3240/3757] lr: 1.421e-02, eta: 2 days, 6:18:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7305, loss_cls: 2.2029, loss: 2.2029, grad_norm: 4.6600 2020-08-05 23:10:47,130 - mmaction - INFO - Epoch [194][3260/3757] lr: 1.421e-02, eta: 2 days, 6:18:01, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7336, loss_cls: 2.2535, loss: 2.2535, grad_norm: 4.6396 2020-08-05 23:11:03,032 - mmaction - INFO - Epoch [194][3280/3757] lr: 1.421e-02, eta: 2 days, 6:17:44, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7195, loss_cls: 2.1474, loss: 2.1474, grad_norm: 4.5912 2020-08-05 23:11:18,774 - mmaction - INFO - Epoch [194][3300/3757] lr: 1.421e-02, eta: 2 days, 6:17:26, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0648, loss: 2.0648, grad_norm: 4.5478 2020-08-05 23:11:34,629 - mmaction - INFO - Epoch [194][3320/3757] lr: 1.421e-02, eta: 2 days, 6:17:08, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7328, loss_cls: 2.1949, loss: 2.1949, grad_norm: 4.7454 2020-08-05 23:11:50,469 - mmaction - INFO - Epoch [194][3340/3757] lr: 1.421e-02, eta: 2 days, 6:16:51, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7188, loss_cls: 2.2842, loss: 2.2842, grad_norm: 4.7610 2020-08-05 23:12:06,174 - mmaction - INFO - Epoch [194][3360/3757] lr: 1.421e-02, eta: 2 days, 6:16:33, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7047, loss_cls: 2.3079, loss: 2.3079, grad_norm: 4.6889 2020-08-05 23:12:22,033 - mmaction - INFO - Epoch [194][3380/3757] lr: 1.421e-02, eta: 2 days, 6:16:15, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7031, loss_cls: 2.3383, loss: 2.3383, grad_norm: 4.6385 2020-08-05 23:12:37,811 - mmaction - INFO - Epoch [194][3400/3757] lr: 1.421e-02, eta: 2 days, 6:15:58, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7266, loss_cls: 2.1893, loss: 2.1893, grad_norm: 4.5552 2020-08-05 23:12:53,688 - mmaction - INFO - Epoch [194][3420/3757] lr: 1.421e-02, eta: 2 days, 6:15:40, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7320, loss_cls: 2.1696, loss: 2.1696, grad_norm: 4.5064 2020-08-05 23:13:09,496 - mmaction - INFO - Epoch [194][3440/3757] lr: 1.421e-02, eta: 2 days, 6:15:23, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7273, loss_cls: 2.2647, loss: 2.2647, grad_norm: 4.6684 2020-08-05 23:13:25,363 - mmaction - INFO - Epoch [194][3460/3757] lr: 1.421e-02, eta: 2 days, 6:15:05, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7203, loss_cls: 2.2055, loss: 2.2055, grad_norm: 4.5605 2020-08-05 23:13:41,040 - mmaction - INFO - Epoch [194][3480/3757] lr: 1.421e-02, eta: 2 days, 6:14:47, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7484, loss_cls: 2.1257, loss: 2.1257, grad_norm: 4.4714 2020-08-05 23:13:56,788 - mmaction - INFO - Epoch [194][3500/3757] lr: 1.421e-02, eta: 2 days, 6:14:30, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7195, loss_cls: 2.2688, loss: 2.2688, grad_norm: 4.6661 2020-08-05 23:14:12,529 - mmaction - INFO - Epoch [194][3520/3757] lr: 1.421e-02, eta: 2 days, 6:14:12, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7453, loss_cls: 2.1798, loss: 2.1798, grad_norm: 4.5462 2020-08-05 23:14:28,482 - mmaction - INFO - Epoch [194][3540/3757] lr: 1.421e-02, eta: 2 days, 6:13:54, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7492, loss_cls: 2.1032, loss: 2.1032, grad_norm: 4.4424 2020-08-05 23:14:44,267 - mmaction - INFO - Epoch [194][3560/3757] lr: 1.421e-02, eta: 2 days, 6:13:37, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7281, loss_cls: 2.2327, loss: 2.2327, grad_norm: 4.5346 2020-08-05 23:15:00,045 - mmaction - INFO - Epoch [194][3580/3757] lr: 1.421e-02, eta: 2 days, 6:13:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7492, loss_cls: 2.0908, loss: 2.0908, grad_norm: 4.4617 2020-08-05 23:15:15,836 - mmaction - INFO - Epoch [194][3600/3757] lr: 1.421e-02, eta: 2 days, 6:13:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7461, loss_cls: 2.1551, loss: 2.1551, grad_norm: 4.5593 2020-08-05 23:15:31,602 - mmaction - INFO - Epoch [194][3620/3757] lr: 1.421e-02, eta: 2 days, 6:12:44, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7312, loss_cls: 2.2180, loss: 2.2180, grad_norm: 4.5899 2020-08-05 23:15:47,403 - mmaction - INFO - Epoch [194][3640/3757] lr: 1.421e-02, eta: 2 days, 6:12:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7266, loss_cls: 2.1807, loss: 2.1807, grad_norm: 4.6251 2020-08-05 23:16:03,333 - mmaction - INFO - Epoch [194][3660/3757] lr: 1.421e-02, eta: 2 days, 6:12:09, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7359, loss_cls: 2.1937, loss: 2.1937, grad_norm: 4.4968 2020-08-05 23:16:19,161 - mmaction - INFO - Epoch [194][3680/3757] lr: 1.421e-02, eta: 2 days, 6:11:51, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7352, loss_cls: 2.2069, loss: 2.2069, grad_norm: 4.6941 2020-08-05 23:16:35,023 - mmaction - INFO - Epoch [194][3700/3757] lr: 1.421e-02, eta: 2 days, 6:11:33, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4727, top5_acc: 0.7258, loss_cls: 2.2501, loss: 2.2501, grad_norm: 4.6418 2020-08-05 23:16:50,856 - mmaction - INFO - Epoch [194][3720/3757] lr: 1.421e-02, eta: 2 days, 6:11:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7359, loss_cls: 2.1406, loss: 2.1406, grad_norm: 4.5908 2020-08-05 23:17:06,664 - mmaction - INFO - Epoch [194][3740/3757] lr: 1.421e-02, eta: 2 days, 6:10:58, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7336, loss_cls: 2.1885, loss: 2.1885, grad_norm: 4.4247 2020-08-05 23:20:18,883 - mmaction - INFO - Epoch [195][20/3757] lr: 1.379e-02, eta: 2 days, 6:12:38, time: 8.533, data_time: 7.691, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7633, loss_cls: 2.0636, loss: 2.0636, grad_norm: 4.4830 2020-08-05 23:20:34,759 - mmaction - INFO - Epoch [195][40/3757] lr: 1.379e-02, eta: 2 days, 6:12:21, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7602, loss_cls: 2.1028, loss: 2.1028, grad_norm: 4.6120 2020-08-05 23:20:50,472 - mmaction - INFO - Epoch [195][60/3757] lr: 1.379e-02, eta: 2 days, 6:12:03, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7320, loss_cls: 2.2248, loss: 2.2248, grad_norm: 4.6813 2020-08-05 23:21:06,241 - mmaction - INFO - Epoch [195][80/3757] lr: 1.379e-02, eta: 2 days, 6:11:45, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7492, loss_cls: 2.1334, loss: 2.1334, grad_norm: 4.5209 2020-08-05 23:21:21,966 - mmaction - INFO - Epoch [195][100/3757] lr: 1.379e-02, eta: 2 days, 6:11:28, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7555, loss_cls: 2.0614, loss: 2.0614, grad_norm: 4.5901 2020-08-05 23:21:37,955 - mmaction - INFO - Epoch [195][120/3757] lr: 1.379e-02, eta: 2 days, 6:11:10, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7641, loss_cls: 2.0294, loss: 2.0294, grad_norm: 4.6019 2020-08-05 23:21:53,690 - mmaction - INFO - Epoch [195][140/3757] lr: 1.379e-02, eta: 2 days, 6:10:53, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7602, loss_cls: 2.0762, loss: 2.0762, grad_norm: 4.6470 2020-08-05 23:22:09,578 - mmaction - INFO - Epoch [195][160/3757] lr: 1.379e-02, eta: 2 days, 6:10:35, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7625, loss_cls: 2.0955, loss: 2.0955, grad_norm: 4.7833 2020-08-05 23:22:25,337 - mmaction - INFO - Epoch [195][180/3757] lr: 1.379e-02, eta: 2 days, 6:10:17, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7430, loss_cls: 2.1248, loss: 2.1248, grad_norm: 4.7357 2020-08-05 23:22:41,019 - mmaction - INFO - Epoch [195][200/3757] lr: 1.379e-02, eta: 2 days, 6:09:59, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7203, loss_cls: 2.2648, loss: 2.2648, grad_norm: 4.7681 2020-08-05 23:22:56,788 - mmaction - INFO - Epoch [195][220/3757] lr: 1.379e-02, eta: 2 days, 6:09:42, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7570, loss_cls: 2.0763, loss: 2.0763, grad_norm: 4.5723 2020-08-05 23:23:12,659 - mmaction - INFO - Epoch [195][240/3757] lr: 1.379e-02, eta: 2 days, 6:09:24, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7039, loss_cls: 2.2493, loss: 2.2493, grad_norm: 4.7289 2020-08-05 23:23:28,462 - mmaction - INFO - Epoch [195][260/3757] lr: 1.379e-02, eta: 2 days, 6:09:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7516, loss_cls: 2.1288, loss: 2.1288, grad_norm: 4.6441 2020-08-05 23:23:44,291 - mmaction - INFO - Epoch [195][280/3757] lr: 1.379e-02, eta: 2 days, 6:08:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7375, loss_cls: 2.1978, loss: 2.1978, grad_norm: 4.6124 2020-08-05 23:24:00,178 - mmaction - INFO - Epoch [195][300/3757] lr: 1.379e-02, eta: 2 days, 6:08:31, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7539, loss_cls: 2.1225, loss: 2.1225, grad_norm: 4.5199 2020-08-05 23:24:15,954 - mmaction - INFO - Epoch [195][320/3757] lr: 1.379e-02, eta: 2 days, 6:08:14, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7562, loss_cls: 2.1361, loss: 2.1361, grad_norm: 4.6269 2020-08-05 23:24:31,786 - mmaction - INFO - Epoch [195][340/3757] lr: 1.379e-02, eta: 2 days, 6:07:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7547, loss_cls: 2.0882, loss: 2.0882, grad_norm: 4.5246 2020-08-05 23:24:47,514 - mmaction - INFO - Epoch [195][360/3757] lr: 1.379e-02, eta: 2 days, 6:07:38, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7422, loss_cls: 2.1459, loss: 2.1459, grad_norm: 4.6163 2020-08-05 23:25:03,337 - mmaction - INFO - Epoch [195][380/3757] lr: 1.379e-02, eta: 2 days, 6:07:21, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7352, loss_cls: 2.1426, loss: 2.1426, grad_norm: 4.6000 2020-08-05 23:25:19,018 - mmaction - INFO - Epoch [195][400/3757] lr: 1.379e-02, eta: 2 days, 6:07:03, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7266, loss_cls: 2.1840, loss: 2.1840, grad_norm: 4.6247 2020-08-05 23:25:34,852 - mmaction - INFO - Epoch [195][420/3757] lr: 1.379e-02, eta: 2 days, 6:06:45, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7414, loss_cls: 2.1121, loss: 2.1121, grad_norm: 4.6782 2020-08-05 23:25:50,625 - mmaction - INFO - Epoch [195][440/3757] lr: 1.379e-02, eta: 2 days, 6:06:28, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7297, loss_cls: 2.1563, loss: 2.1563, grad_norm: 4.6493 2020-08-05 23:26:06,384 - mmaction - INFO - Epoch [195][460/3757] lr: 1.379e-02, eta: 2 days, 6:06:10, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7492, loss_cls: 2.0758, loss: 2.0758, grad_norm: 4.5924 2020-08-05 23:26:22,155 - mmaction - INFO - Epoch [195][480/3757] lr: 1.379e-02, eta: 2 days, 6:05:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7438, loss_cls: 2.1916, loss: 2.1916, grad_norm: 4.7337 2020-08-05 23:26:37,967 - mmaction - INFO - Epoch [195][500/3757] lr: 1.379e-02, eta: 2 days, 6:05:35, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7547, loss_cls: 2.1218, loss: 2.1218, grad_norm: 4.6817 2020-08-05 23:26:53,769 - mmaction - INFO - Epoch [195][520/3757] lr: 1.379e-02, eta: 2 days, 6:05:17, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7234, loss_cls: 2.2742, loss: 2.2742, grad_norm: 4.6599 2020-08-05 23:27:09,617 - mmaction - INFO - Epoch [195][540/3757] lr: 1.379e-02, eta: 2 days, 6:04:59, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7117, loss_cls: 2.2678, loss: 2.2678, grad_norm: 4.7722 2020-08-05 23:27:25,499 - mmaction - INFO - Epoch [195][560/3757] lr: 1.379e-02, eta: 2 days, 6:04:42, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7266, loss_cls: 2.2130, loss: 2.2130, grad_norm: 4.7767 2020-08-05 23:27:41,288 - mmaction - INFO - Epoch [195][580/3757] lr: 1.379e-02, eta: 2 days, 6:04:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7406, loss_cls: 2.1819, loss: 2.1819, grad_norm: 4.7652 2020-08-05 23:27:57,094 - mmaction - INFO - Epoch [195][600/3757] lr: 1.379e-02, eta: 2 days, 6:04:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7297, loss_cls: 2.2124, loss: 2.2124, grad_norm: 4.6553 2020-08-05 23:28:12,987 - mmaction - INFO - Epoch [195][620/3757] lr: 1.379e-02, eta: 2 days, 6:03:49, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7336, loss_cls: 2.1994, loss: 2.1994, grad_norm: 4.4592 2020-08-05 23:28:28,803 - mmaction - INFO - Epoch [195][640/3757] lr: 1.379e-02, eta: 2 days, 6:03:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7133, loss_cls: 2.2502, loss: 2.2502, grad_norm: 4.7012 2020-08-05 23:28:44,537 - mmaction - INFO - Epoch [195][660/3757] lr: 1.379e-02, eta: 2 days, 6:03:14, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7375, loss_cls: 2.1367, loss: 2.1367, grad_norm: 4.6083 2020-08-05 23:29:00,271 - mmaction - INFO - Epoch [195][680/3757] lr: 1.379e-02, eta: 2 days, 6:02:56, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7430, loss_cls: 2.0651, loss: 2.0651, grad_norm: 4.5919 2020-08-05 23:29:16,112 - mmaction - INFO - Epoch [195][700/3757] lr: 1.379e-02, eta: 2 days, 6:02:38, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7391, loss_cls: 2.2126, loss: 2.2126, grad_norm: 4.7418 2020-08-05 23:29:31,921 - mmaction - INFO - Epoch [195][720/3757] lr: 1.379e-02, eta: 2 days, 6:02:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7633, loss_cls: 2.0928, loss: 2.0928, grad_norm: 4.6118 2020-08-05 23:29:47,744 - mmaction - INFO - Epoch [195][740/3757] lr: 1.379e-02, eta: 2 days, 6:02:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7305, loss_cls: 2.2629, loss: 2.2629, grad_norm: 4.6582 2020-08-05 23:30:03,719 - mmaction - INFO - Epoch [195][760/3757] lr: 1.379e-02, eta: 2 days, 6:01:45, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7438, loss_cls: 2.1721, loss: 2.1721, grad_norm: 4.7265 2020-08-05 23:30:19,522 - mmaction - INFO - Epoch [195][780/3757] lr: 1.379e-02, eta: 2 days, 6:01:28, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4695, top5_acc: 0.7172, loss_cls: 2.2587, loss: 2.2587, grad_norm: 4.8159 2020-08-05 23:30:35,366 - mmaction - INFO - Epoch [195][800/3757] lr: 1.379e-02, eta: 2 days, 6:01:10, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7258, loss_cls: 2.2026, loss: 2.2026, grad_norm: 4.6595 2020-08-05 23:30:51,061 - mmaction - INFO - Epoch [195][820/3757] lr: 1.379e-02, eta: 2 days, 6:00:53, time: 0.785, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7414, loss_cls: 2.1558, loss: 2.1558, grad_norm: 4.5424 2020-08-05 23:31:06,891 - mmaction - INFO - Epoch [195][840/3757] lr: 1.379e-02, eta: 2 days, 6:00:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7617, loss_cls: 2.0110, loss: 2.0110, grad_norm: 4.4822 2020-08-05 23:31:22,583 - mmaction - INFO - Epoch [195][860/3757] lr: 1.379e-02, eta: 2 days, 6:00:17, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7555, loss_cls: 2.1125, loss: 2.1125, grad_norm: 4.6164 2020-08-05 23:31:38,452 - mmaction - INFO - Epoch [195][880/3757] lr: 1.379e-02, eta: 2 days, 6:00:00, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7578, loss_cls: 2.0718, loss: 2.0718, grad_norm: 4.4669 2020-08-05 23:31:54,144 - mmaction - INFO - Epoch [195][900/3757] lr: 1.379e-02, eta: 2 days, 5:59:42, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7273, loss_cls: 2.1916, loss: 2.1916, grad_norm: 4.7319 2020-08-05 23:32:09,993 - mmaction - INFO - Epoch [195][920/3757] lr: 1.379e-02, eta: 2 days, 5:59:24, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7141, loss_cls: 2.2686, loss: 2.2686, grad_norm: 4.5155 2020-08-05 23:32:25,706 - mmaction - INFO - Epoch [195][940/3757] lr: 1.379e-02, eta: 2 days, 5:59:07, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7516, loss_cls: 2.1059, loss: 2.1059, grad_norm: 4.5932 2020-08-05 23:32:41,639 - mmaction - INFO - Epoch [195][960/3757] lr: 1.379e-02, eta: 2 days, 5:58:49, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7391, loss_cls: 2.1363, loss: 2.1363, grad_norm: 4.7518 2020-08-05 23:32:57,380 - mmaction - INFO - Epoch [195][980/3757] lr: 1.379e-02, eta: 2 days, 5:58:31, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7508, loss_cls: 2.1256, loss: 2.1256, grad_norm: 4.7307 2020-08-05 23:33:13,176 - mmaction - INFO - Epoch [195][1000/3757] lr: 1.379e-02, eta: 2 days, 5:58:14, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7609, loss_cls: 2.1158, loss: 2.1158, grad_norm: 4.6293 2020-08-05 23:33:29,007 - mmaction - INFO - Epoch [195][1020/3757] lr: 1.379e-02, eta: 2 days, 5:57:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7320, loss_cls: 2.2120, loss: 2.2120, grad_norm: 4.6382 2020-08-05 23:33:44,870 - mmaction - INFO - Epoch [195][1040/3757] lr: 1.379e-02, eta: 2 days, 5:57:38, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7500, loss_cls: 2.0972, loss: 2.0972, grad_norm: 4.5815 2020-08-05 23:34:00,578 - mmaction - INFO - Epoch [195][1060/3757] lr: 1.379e-02, eta: 2 days, 5:57:21, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7242, loss_cls: 2.2301, loss: 2.2301, grad_norm: 4.7133 2020-08-05 23:34:16,347 - mmaction - INFO - Epoch [195][1080/3757] lr: 1.379e-02, eta: 2 days, 5:57:03, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7406, loss_cls: 2.1311, loss: 2.1311, grad_norm: 4.5941 2020-08-05 23:34:32,103 - mmaction - INFO - Epoch [195][1100/3757] lr: 1.379e-02, eta: 2 days, 5:56:45, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7477, loss_cls: 2.0770, loss: 2.0770, grad_norm: 4.4686 2020-08-05 23:34:47,926 - mmaction - INFO - Epoch [195][1120/3757] lr: 1.379e-02, eta: 2 days, 5:56:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7180, loss_cls: 2.2517, loss: 2.2517, grad_norm: 4.6716 2020-08-05 23:35:03,789 - mmaction - INFO - Epoch [195][1140/3757] lr: 1.379e-02, eta: 2 days, 5:56:10, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7297, loss_cls: 2.1729, loss: 2.1729, grad_norm: 4.5019 2020-08-05 23:35:19,515 - mmaction - INFO - Epoch [195][1160/3757] lr: 1.379e-02, eta: 2 days, 5:55:52, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7227, loss_cls: 2.2450, loss: 2.2450, grad_norm: 4.6452 2020-08-05 23:35:35,311 - mmaction - INFO - Epoch [195][1180/3757] lr: 1.379e-02, eta: 2 days, 5:55:35, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7500, loss_cls: 2.0917, loss: 2.0917, grad_norm: 4.5584 2020-08-05 23:35:51,052 - mmaction - INFO - Epoch [195][1200/3757] lr: 1.379e-02, eta: 2 days, 5:55:17, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7258, loss_cls: 2.2058, loss: 2.2058, grad_norm: 4.5830 2020-08-05 23:36:06,822 - mmaction - INFO - Epoch [195][1220/3757] lr: 1.379e-02, eta: 2 days, 5:54:59, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.2447, loss: 2.2447, grad_norm: 4.7219 2020-08-05 23:36:22,644 - mmaction - INFO - Epoch [195][1240/3757] lr: 1.379e-02, eta: 2 days, 5:54:42, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7461, loss_cls: 2.1591, loss: 2.1591, grad_norm: 4.6092 2020-08-05 23:36:38,529 - mmaction - INFO - Epoch [195][1260/3757] lr: 1.379e-02, eta: 2 days, 5:54:24, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.2080, loss: 2.2080, grad_norm: 4.6848 2020-08-05 23:36:54,434 - mmaction - INFO - Epoch [195][1280/3757] lr: 1.379e-02, eta: 2 days, 5:54:07, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7555, loss_cls: 2.0351, loss: 2.0351, grad_norm: 4.4509 2020-08-05 23:37:10,202 - mmaction - INFO - Epoch [195][1300/3757] lr: 1.379e-02, eta: 2 days, 5:53:49, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7297, loss_cls: 2.1794, loss: 2.1794, grad_norm: 4.5110 2020-08-05 23:37:26,151 - mmaction - INFO - Epoch [195][1320/3757] lr: 1.379e-02, eta: 2 days, 5:53:32, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7359, loss_cls: 2.2030, loss: 2.2030, grad_norm: 4.6234 2020-08-05 23:37:42,185 - mmaction - INFO - Epoch [195][1340/3757] lr: 1.379e-02, eta: 2 days, 5:53:14, time: 0.802, data_time: 0.007, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7234, loss_cls: 2.1327, loss: 2.1327, grad_norm: 4.5104 2020-08-05 23:37:57,996 - mmaction - INFO - Epoch [195][1360/3757] lr: 1.379e-02, eta: 2 days, 5:52:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7242, loss_cls: 2.2059, loss: 2.2059, grad_norm: 4.6823 2020-08-05 23:38:13,930 - mmaction - INFO - Epoch [195][1380/3757] lr: 1.379e-02, eta: 2 days, 5:52:39, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7578, loss_cls: 2.1302, loss: 2.1302, grad_norm: 4.6630 2020-08-05 23:38:29,840 - mmaction - INFO - Epoch [195][1400/3757] lr: 1.379e-02, eta: 2 days, 5:52:21, time: 0.797, data_time: 0.006, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7312, loss_cls: 2.2357, loss: 2.2357, grad_norm: 4.8572 2020-08-05 23:38:45,696 - mmaction - INFO - Epoch [195][1420/3757] lr: 1.379e-02, eta: 2 days, 5:52:04, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7281, loss_cls: 2.2263, loss: 2.2263, grad_norm: 4.7379 2020-08-05 23:39:01,522 - mmaction - INFO - Epoch [195][1440/3757] lr: 1.379e-02, eta: 2 days, 5:51:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7461, loss_cls: 2.1417, loss: 2.1417, grad_norm: 4.6057 2020-08-05 23:39:17,286 - mmaction - INFO - Epoch [195][1460/3757] lr: 1.379e-02, eta: 2 days, 5:51:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7523, loss_cls: 2.1140, loss: 2.1140, grad_norm: 4.7515 2020-08-05 23:39:33,148 - mmaction - INFO - Epoch [195][1480/3757] lr: 1.379e-02, eta: 2 days, 5:51:11, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.1059, loss: 2.1059, grad_norm: 4.6417 2020-08-05 23:39:48,953 - mmaction - INFO - Epoch [195][1500/3757] lr: 1.379e-02, eta: 2 days, 5:50:53, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.2251, loss: 2.2251, grad_norm: 4.6139 2020-08-05 23:40:04,739 - mmaction - INFO - Epoch [195][1520/3757] lr: 1.379e-02, eta: 2 days, 5:50:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.2702, loss: 2.2702, grad_norm: 4.7017 2020-08-05 23:40:20,427 - mmaction - INFO - Epoch [195][1540/3757] lr: 1.379e-02, eta: 2 days, 5:50:18, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.1354, loss: 2.1354, grad_norm: 4.4988 2020-08-05 23:40:36,242 - mmaction - INFO - Epoch [195][1560/3757] lr: 1.379e-02, eta: 2 days, 5:50:00, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7281, loss_cls: 2.2451, loss: 2.2451, grad_norm: 4.6990 2020-08-05 23:40:51,962 - mmaction - INFO - Epoch [195][1580/3757] lr: 1.379e-02, eta: 2 days, 5:49:43, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7422, loss_cls: 2.1880, loss: 2.1880, grad_norm: 4.5049 2020-08-05 23:41:07,695 - mmaction - INFO - Epoch [195][1600/3757] lr: 1.379e-02, eta: 2 days, 5:49:25, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7516, loss_cls: 2.1451, loss: 2.1451, grad_norm: 4.6910 2020-08-05 23:41:23,408 - mmaction - INFO - Epoch [195][1620/3757] lr: 1.379e-02, eta: 2 days, 5:49:07, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7242, loss_cls: 2.2051, loss: 2.2051, grad_norm: 4.6923 2020-08-05 23:41:39,217 - mmaction - INFO - Epoch [195][1640/3757] lr: 1.379e-02, eta: 2 days, 5:48:50, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7156, loss_cls: 2.2325, loss: 2.2325, grad_norm: 4.6924 2020-08-05 23:41:55,127 - mmaction - INFO - Epoch [195][1660/3757] lr: 1.379e-02, eta: 2 days, 5:48:32, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7484, loss_cls: 2.1386, loss: 2.1386, grad_norm: 4.6811 2020-08-05 23:42:10,864 - mmaction - INFO - Epoch [195][1680/3757] lr: 1.379e-02, eta: 2 days, 5:48:14, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7289, loss_cls: 2.1840, loss: 2.1840, grad_norm: 4.6548 2020-08-05 23:42:26,767 - mmaction - INFO - Epoch [195][1700/3757] lr: 1.379e-02, eta: 2 days, 5:47:57, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7414, loss_cls: 2.1316, loss: 2.1316, grad_norm: 4.6146 2020-08-05 23:42:42,497 - mmaction - INFO - Epoch [195][1720/3757] lr: 1.379e-02, eta: 2 days, 5:47:39, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7477, loss_cls: 2.1637, loss: 2.1637, grad_norm: 4.7613 2020-08-05 23:42:58,373 - mmaction - INFO - Epoch [195][1740/3757] lr: 1.379e-02, eta: 2 days, 5:47:22, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7344, loss_cls: 2.1559, loss: 2.1559, grad_norm: 4.7513 2020-08-05 23:43:14,135 - mmaction - INFO - Epoch [195][1760/3757] lr: 1.379e-02, eta: 2 days, 5:47:04, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7422, loss_cls: 2.1140, loss: 2.1140, grad_norm: 4.5990 2020-08-05 23:43:29,986 - mmaction - INFO - Epoch [195][1780/3757] lr: 1.379e-02, eta: 2 days, 5:46:46, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7555, loss_cls: 2.0829, loss: 2.0829, grad_norm: 4.6883 2020-08-05 23:43:45,812 - mmaction - INFO - Epoch [195][1800/3757] lr: 1.379e-02, eta: 2 days, 5:46:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7227, loss_cls: 2.1961, loss: 2.1961, grad_norm: 4.6491 2020-08-05 23:44:01,640 - mmaction - INFO - Epoch [195][1820/3757] lr: 1.379e-02, eta: 2 days, 5:46:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7211, loss_cls: 2.2244, loss: 2.2244, grad_norm: 4.6134 2020-08-05 23:44:17,405 - mmaction - INFO - Epoch [195][1840/3757] lr: 1.379e-02, eta: 2 days, 5:45:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7391, loss_cls: 2.0972, loss: 2.0972, grad_norm: 4.5638 2020-08-05 23:44:33,164 - mmaction - INFO - Epoch [195][1860/3757] lr: 1.379e-02, eta: 2 days, 5:45:36, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7133, loss_cls: 2.2977, loss: 2.2977, grad_norm: 4.7007 2020-08-05 23:44:48,905 - mmaction - INFO - Epoch [195][1880/3757] lr: 1.379e-02, eta: 2 days, 5:45:18, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7562, loss_cls: 2.1122, loss: 2.1122, grad_norm: 4.6848 2020-08-05 23:45:04,700 - mmaction - INFO - Epoch [195][1900/3757] lr: 1.379e-02, eta: 2 days, 5:45:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4805, top5_acc: 0.7320, loss_cls: 2.1978, loss: 2.1978, grad_norm: 4.7125 2020-08-05 23:45:20,392 - mmaction - INFO - Epoch [195][1920/3757] lr: 1.379e-02, eta: 2 days, 5:44:43, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7242, loss_cls: 2.2108, loss: 2.2108, grad_norm: 4.5018 2020-08-05 23:45:36,211 - mmaction - INFO - Epoch [195][1940/3757] lr: 1.379e-02, eta: 2 days, 5:44:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7391, loss_cls: 2.1415, loss: 2.1415, grad_norm: 4.5884 2020-08-05 23:45:51,985 - mmaction - INFO - Epoch [195][1960/3757] lr: 1.379e-02, eta: 2 days, 5:44:07, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7359, loss_cls: 2.1578, loss: 2.1578, grad_norm: 4.6573 2020-08-05 23:46:07,758 - mmaction - INFO - Epoch [195][1980/3757] lr: 1.379e-02, eta: 2 days, 5:43:50, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7289, loss_cls: 2.1797, loss: 2.1797, grad_norm: 4.7051 2020-08-05 23:46:23,584 - mmaction - INFO - Epoch [195][2000/3757] lr: 1.379e-02, eta: 2 days, 5:43:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7484, loss_cls: 2.0970, loss: 2.0970, grad_norm: 4.6141 2020-08-05 23:46:39,331 - mmaction - INFO - Epoch [195][2020/3757] lr: 1.379e-02, eta: 2 days, 5:43:15, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7648, loss_cls: 2.0162, loss: 2.0162, grad_norm: 4.6373 2020-08-05 23:46:55,103 - mmaction - INFO - Epoch [195][2040/3757] lr: 1.379e-02, eta: 2 days, 5:42:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7094, loss_cls: 2.2576, loss: 2.2576, grad_norm: 4.8137 2020-08-05 23:47:10,924 - mmaction - INFO - Epoch [195][2060/3757] lr: 1.379e-02, eta: 2 days, 5:42:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7594, loss_cls: 2.0979, loss: 2.0979, grad_norm: 4.5514 2020-08-05 23:47:26,694 - mmaction - INFO - Epoch [195][2080/3757] lr: 1.379e-02, eta: 2 days, 5:42:22, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7367, loss_cls: 2.1025, loss: 2.1025, grad_norm: 4.6326 2020-08-05 23:47:42,526 - mmaction - INFO - Epoch [195][2100/3757] lr: 1.379e-02, eta: 2 days, 5:42:04, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7492, loss_cls: 2.1295, loss: 2.1295, grad_norm: 4.7182 2020-08-05 23:47:58,304 - mmaction - INFO - Epoch [195][2120/3757] lr: 1.379e-02, eta: 2 days, 5:41:46, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7281, loss_cls: 2.2048, loss: 2.2048, grad_norm: 4.6523 2020-08-05 23:48:14,084 - mmaction - INFO - Epoch [195][2140/3757] lr: 1.379e-02, eta: 2 days, 5:41:29, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7508, loss_cls: 2.1382, loss: 2.1382, grad_norm: 4.6341 2020-08-05 23:48:29,853 - mmaction - INFO - Epoch [195][2160/3757] lr: 1.379e-02, eta: 2 days, 5:41:11, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7523, loss_cls: 2.1431, loss: 2.1431, grad_norm: 4.6339 2020-08-05 23:48:45,684 - mmaction - INFO - Epoch [195][2180/3757] lr: 1.379e-02, eta: 2 days, 5:40:53, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7172, loss_cls: 2.2525, loss: 2.2525, grad_norm: 4.7428 2020-08-05 23:49:01,488 - mmaction - INFO - Epoch [195][2200/3757] lr: 1.379e-02, eta: 2 days, 5:40:36, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4688, top5_acc: 0.7195, loss_cls: 2.3001, loss: 2.3001, grad_norm: 4.7401 2020-08-05 23:49:17,247 - mmaction - INFO - Epoch [195][2220/3757] lr: 1.379e-02, eta: 2 days, 5:40:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7430, loss_cls: 2.1288, loss: 2.1288, grad_norm: 4.5431 2020-08-05 23:49:33,057 - mmaction - INFO - Epoch [195][2240/3757] lr: 1.379e-02, eta: 2 days, 5:40:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7484, loss_cls: 2.1458, loss: 2.1458, grad_norm: 4.6074 2020-08-05 23:49:48,836 - mmaction - INFO - Epoch [195][2260/3757] lr: 1.379e-02, eta: 2 days, 5:39:43, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7234, loss_cls: 2.2135, loss: 2.2135, grad_norm: 4.5231 2020-08-05 23:50:04,753 - mmaction - INFO - Epoch [195][2280/3757] lr: 1.379e-02, eta: 2 days, 5:39:25, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7219, loss_cls: 2.2543, loss: 2.2543, grad_norm: 4.7660 2020-08-05 23:50:20,457 - mmaction - INFO - Epoch [195][2300/3757] lr: 1.379e-02, eta: 2 days, 5:39:08, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7523, loss_cls: 2.0833, loss: 2.0833, grad_norm: 4.5937 2020-08-05 23:50:36,262 - mmaction - INFO - Epoch [195][2320/3757] lr: 1.379e-02, eta: 2 days, 5:38:50, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7328, loss_cls: 2.1420, loss: 2.1420, grad_norm: 4.5424 2020-08-05 23:50:52,017 - mmaction - INFO - Epoch [195][2340/3757] lr: 1.379e-02, eta: 2 days, 5:38:32, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7367, loss_cls: 2.1676, loss: 2.1676, grad_norm: 4.7355 2020-08-05 23:51:07,893 - mmaction - INFO - Epoch [195][2360/3757] lr: 1.379e-02, eta: 2 days, 5:38:15, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7367, loss_cls: 2.1173, loss: 2.1173, grad_norm: 4.7169 2020-08-05 23:51:23,583 - mmaction - INFO - Epoch [195][2380/3757] lr: 1.379e-02, eta: 2 days, 5:37:57, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7312, loss_cls: 2.1922, loss: 2.1922, grad_norm: 4.5362 2020-08-05 23:51:39,303 - mmaction - INFO - Epoch [195][2400/3757] lr: 1.379e-02, eta: 2 days, 5:37:39, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7523, loss_cls: 2.0637, loss: 2.0637, grad_norm: 4.5354 2020-08-05 23:51:55,103 - mmaction - INFO - Epoch [195][2420/3757] lr: 1.379e-02, eta: 2 days, 5:37:22, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7516, loss_cls: 2.0493, loss: 2.0493, grad_norm: 4.6853 2020-08-05 23:52:11,001 - mmaction - INFO - Epoch [195][2440/3757] lr: 1.379e-02, eta: 2 days, 5:37:04, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7570, loss_cls: 2.0420, loss: 2.0420, grad_norm: 4.6574 2020-08-05 23:52:26,795 - mmaction - INFO - Epoch [195][2460/3757] lr: 1.379e-02, eta: 2 days, 5:36:47, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7219, loss_cls: 2.2336, loss: 2.2336, grad_norm: 4.6619 2020-08-05 23:52:42,657 - mmaction - INFO - Epoch [195][2480/3757] lr: 1.379e-02, eta: 2 days, 5:36:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0632, loss: 2.0632, grad_norm: 4.4986 2020-08-05 23:52:58,522 - mmaction - INFO - Epoch [195][2500/3757] lr: 1.379e-02, eta: 2 days, 5:36:12, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7398, loss_cls: 2.1641, loss: 2.1641, grad_norm: 4.6627 2020-08-05 23:53:14,313 - mmaction - INFO - Epoch [195][2520/3757] lr: 1.379e-02, eta: 2 days, 5:35:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7328, loss_cls: 2.1974, loss: 2.1974, grad_norm: 4.5991 2020-08-05 23:53:30,197 - mmaction - INFO - Epoch [195][2540/3757] lr: 1.379e-02, eta: 2 days, 5:35:36, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7172, loss_cls: 2.2831, loss: 2.2831, grad_norm: 4.8503 2020-08-05 23:53:46,054 - mmaction - INFO - Epoch [195][2560/3757] lr: 1.379e-02, eta: 2 days, 5:35:19, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7336, loss_cls: 2.1380, loss: 2.1380, grad_norm: 4.5265 2020-08-05 23:54:01,870 - mmaction - INFO - Epoch [195][2580/3757] lr: 1.379e-02, eta: 2 days, 5:35:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7375, loss_cls: 2.1486, loss: 2.1486, grad_norm: 4.6614 2020-08-05 23:54:17,643 - mmaction - INFO - Epoch [195][2600/3757] lr: 1.379e-02, eta: 2 days, 5:34:44, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7211, loss_cls: 2.1701, loss: 2.1701, grad_norm: 4.5610 2020-08-05 23:54:33,408 - mmaction - INFO - Epoch [195][2620/3757] lr: 1.379e-02, eta: 2 days, 5:34:26, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7453, loss_cls: 2.1194, loss: 2.1194, grad_norm: 4.6313 2020-08-05 23:54:49,206 - mmaction - INFO - Epoch [195][2640/3757] lr: 1.379e-02, eta: 2 days, 5:34:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7297, loss_cls: 2.2509, loss: 2.2509, grad_norm: 4.6499 2020-08-05 23:55:05,155 - mmaction - INFO - Epoch [195][2660/3757] lr: 1.379e-02, eta: 2 days, 5:33:51, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7305, loss_cls: 2.1546, loss: 2.1546, grad_norm: 4.5877 2020-08-05 23:55:20,850 - mmaction - INFO - Epoch [195][2680/3757] lr: 1.379e-02, eta: 2 days, 5:33:33, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7648, loss_cls: 2.0328, loss: 2.0328, grad_norm: 4.5496 2020-08-05 23:55:36,667 - mmaction - INFO - Epoch [195][2700/3757] lr: 1.379e-02, eta: 2 days, 5:33:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7406, loss_cls: 2.2110, loss: 2.2110, grad_norm: 4.8659 2020-08-05 23:55:52,503 - mmaction - INFO - Epoch [195][2720/3757] lr: 1.379e-02, eta: 2 days, 5:32:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7375, loss_cls: 2.1913, loss: 2.1913, grad_norm: 4.8052 2020-08-05 23:56:08,351 - mmaction - INFO - Epoch [195][2740/3757] lr: 1.379e-02, eta: 2 days, 5:32:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7336, loss_cls: 2.1919, loss: 2.1919, grad_norm: 4.7852 2020-08-05 23:56:24,173 - mmaction - INFO - Epoch [195][2760/3757] lr: 1.379e-02, eta: 2 days, 5:32:23, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7258, loss_cls: 2.2342, loss: 2.2342, grad_norm: 4.7429 2020-08-05 23:56:40,037 - mmaction - INFO - Epoch [195][2780/3757] lr: 1.379e-02, eta: 2 days, 5:32:05, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7383, loss_cls: 2.1641, loss: 2.1641, grad_norm: 4.7108 2020-08-05 23:56:55,899 - mmaction - INFO - Epoch [195][2800/3757] lr: 1.379e-02, eta: 2 days, 5:31:48, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7547, loss_cls: 2.1614, loss: 2.1614, grad_norm: 4.7404 2020-08-05 23:57:11,670 - mmaction - INFO - Epoch [195][2820/3757] lr: 1.379e-02, eta: 2 days, 5:31:30, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7328, loss_cls: 2.2399, loss: 2.2399, grad_norm: 4.6954 2020-08-05 23:57:27,502 - mmaction - INFO - Epoch [195][2840/3757] lr: 1.379e-02, eta: 2 days, 5:31:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7414, loss_cls: 2.1648, loss: 2.1648, grad_norm: 4.5899 2020-08-05 23:57:43,285 - mmaction - INFO - Epoch [195][2860/3757] lr: 1.379e-02, eta: 2 days, 5:30:55, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7383, loss_cls: 2.1283, loss: 2.1283, grad_norm: 4.6731 2020-08-05 23:57:59,136 - mmaction - INFO - Epoch [195][2880/3757] lr: 1.379e-02, eta: 2 days, 5:30:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7398, loss_cls: 2.1893, loss: 2.1893, grad_norm: 4.7100 2020-08-05 23:58:14,941 - mmaction - INFO - Epoch [195][2900/3757] lr: 1.379e-02, eta: 2 days, 5:30:20, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7453, loss_cls: 2.1836, loss: 2.1836, grad_norm: 4.6521 2020-08-05 23:58:30,747 - mmaction - INFO - Epoch [195][2920/3757] lr: 1.379e-02, eta: 2 days, 5:30:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7242, loss_cls: 2.2865, loss: 2.2865, grad_norm: 4.7419 2020-08-05 23:58:46,569 - mmaction - INFO - Epoch [195][2940/3757] lr: 1.379e-02, eta: 2 days, 5:29:44, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7188, loss_cls: 2.1865, loss: 2.1865, grad_norm: 4.5984 2020-08-05 23:59:02,379 - mmaction - INFO - Epoch [195][2960/3757] lr: 1.379e-02, eta: 2 days, 5:29:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7281, loss_cls: 2.1371, loss: 2.1371, grad_norm: 4.7692 2020-08-05 23:59:18,219 - mmaction - INFO - Epoch [195][2980/3757] lr: 1.379e-02, eta: 2 days, 5:29:09, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7375, loss_cls: 2.0895, loss: 2.0895, grad_norm: 4.5718 2020-08-05 23:59:34,007 - mmaction - INFO - Epoch [195][3000/3757] lr: 1.379e-02, eta: 2 days, 5:28:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7438, loss_cls: 2.1865, loss: 2.1865, grad_norm: 4.7065 2020-08-05 23:59:49,813 - mmaction - INFO - Epoch [195][3020/3757] lr: 1.379e-02, eta: 2 days, 5:28:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7328, loss_cls: 2.2311, loss: 2.2311, grad_norm: 4.6543 2020-08-06 00:00:09,062 - mmaction - INFO - Epoch [195][3040/3757] lr: 1.379e-02, eta: 2 days, 5:28:19, time: 0.961, data_time: 0.005, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7172, loss_cls: 2.2383, loss: 2.2383, grad_norm: 4.5825 2020-08-06 00:00:24,885 - mmaction - INFO - Epoch [195][3060/3757] lr: 1.379e-02, eta: 2 days, 5:28:02, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7148, loss_cls: 2.2013, loss: 2.2013, grad_norm: 4.6537 2020-08-06 00:00:40,809 - mmaction - INFO - Epoch [195][3080/3757] lr: 1.379e-02, eta: 2 days, 5:27:44, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7242, loss_cls: 2.2484, loss: 2.2484, grad_norm: 4.7239 2020-08-06 00:00:56,525 - mmaction - INFO - Epoch [195][3100/3757] lr: 1.379e-02, eta: 2 days, 5:27:27, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7203, loss_cls: 2.2858, loss: 2.2858, grad_norm: 4.7219 2020-08-06 00:01:12,386 - mmaction - INFO - Epoch [195][3120/3757] lr: 1.379e-02, eta: 2 days, 5:27:09, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7578, loss_cls: 2.1112, loss: 2.1112, grad_norm: 4.5539 2020-08-06 00:01:28,077 - mmaction - INFO - Epoch [195][3140/3757] lr: 1.379e-02, eta: 2 days, 5:26:51, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7406, loss_cls: 2.1441, loss: 2.1441, grad_norm: 4.6428 2020-08-06 00:01:43,867 - mmaction - INFO - Epoch [195][3160/3757] lr: 1.379e-02, eta: 2 days, 5:26:34, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7367, loss_cls: 2.2000, loss: 2.2000, grad_norm: 4.5588 2020-08-06 00:01:59,644 - mmaction - INFO - Epoch [195][3180/3757] lr: 1.379e-02, eta: 2 days, 5:26:16, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7461, loss_cls: 2.1801, loss: 2.1801, grad_norm: 4.6629 2020-08-06 00:02:15,404 - mmaction - INFO - Epoch [195][3200/3757] lr: 1.379e-02, eta: 2 days, 5:25:59, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7562, loss_cls: 2.0857, loss: 2.0857, grad_norm: 4.6105 2020-08-06 00:02:31,130 - mmaction - INFO - Epoch [195][3220/3757] lr: 1.379e-02, eta: 2 days, 5:25:41, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7398, loss_cls: 2.1601, loss: 2.1601, grad_norm: 4.6248 2020-08-06 00:02:47,008 - mmaction - INFO - Epoch [195][3240/3757] lr: 1.379e-02, eta: 2 days, 5:25:23, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7328, loss_cls: 2.1772, loss: 2.1772, grad_norm: 4.5954 2020-08-06 00:03:02,685 - mmaction - INFO - Epoch [195][3260/3757] lr: 1.379e-02, eta: 2 days, 5:25:06, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7133, loss_cls: 2.2437, loss: 2.2437, grad_norm: 4.5416 2020-08-06 00:03:18,491 - mmaction - INFO - Epoch [195][3280/3757] lr: 1.379e-02, eta: 2 days, 5:24:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7227, loss_cls: 2.2429, loss: 2.2429, grad_norm: 4.7846 2020-08-06 00:03:34,193 - mmaction - INFO - Epoch [195][3300/3757] lr: 1.379e-02, eta: 2 days, 5:24:30, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7242, loss_cls: 2.1883, loss: 2.1883, grad_norm: 4.5403 2020-08-06 00:03:49,962 - mmaction - INFO - Epoch [195][3320/3757] lr: 1.379e-02, eta: 2 days, 5:24:13, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7203, loss_cls: 2.3140, loss: 2.3140, grad_norm: 4.7866 2020-08-06 00:04:05,723 - mmaction - INFO - Epoch [195][3340/3757] lr: 1.379e-02, eta: 2 days, 5:23:55, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7250, loss_cls: 2.2041, loss: 2.2041, grad_norm: 4.5687 2020-08-06 00:04:21,556 - mmaction - INFO - Epoch [195][3360/3757] lr: 1.379e-02, eta: 2 days, 5:23:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7539, loss_cls: 2.1069, loss: 2.1069, grad_norm: 4.6300 2020-08-06 00:04:37,403 - mmaction - INFO - Epoch [195][3380/3757] lr: 1.379e-02, eta: 2 days, 5:23:20, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7578, loss_cls: 2.0746, loss: 2.0746, grad_norm: 4.5468 2020-08-06 00:04:53,257 - mmaction - INFO - Epoch [195][3400/3757] lr: 1.379e-02, eta: 2 days, 5:23:02, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7445, loss_cls: 2.1615, loss: 2.1615, grad_norm: 4.7069 2020-08-06 00:05:09,075 - mmaction - INFO - Epoch [195][3420/3757] lr: 1.379e-02, eta: 2 days, 5:22:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7445, loss_cls: 2.1326, loss: 2.1326, grad_norm: 4.5269 2020-08-06 00:05:24,869 - mmaction - INFO - Epoch [195][3440/3757] lr: 1.379e-02, eta: 2 days, 5:22:27, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7375, loss_cls: 2.2012, loss: 2.2012, grad_norm: 4.5917 2020-08-06 00:05:40,702 - mmaction - INFO - Epoch [195][3460/3757] lr: 1.379e-02, eta: 2 days, 5:22:09, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7367, loss_cls: 2.1733, loss: 2.1733, grad_norm: 4.6092 2020-08-06 00:05:56,503 - mmaction - INFO - Epoch [195][3480/3757] lr: 1.379e-02, eta: 2 days, 5:21:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7219, loss_cls: 2.2300, loss: 2.2300, grad_norm: 4.6961 2020-08-06 00:06:12,297 - mmaction - INFO - Epoch [195][3500/3757] lr: 1.379e-02, eta: 2 days, 5:21:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7398, loss_cls: 2.2007, loss: 2.2007, grad_norm: 4.5967 2020-08-06 00:06:28,145 - mmaction - INFO - Epoch [195][3520/3757] lr: 1.379e-02, eta: 2 days, 5:21:17, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7312, loss_cls: 2.2543, loss: 2.2543, grad_norm: 4.6891 2020-08-06 00:06:44,037 - mmaction - INFO - Epoch [195][3540/3757] lr: 1.379e-02, eta: 2 days, 5:20:59, time: 0.795, data_time: 0.010, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7531, loss_cls: 2.1247, loss: 2.1247, grad_norm: 4.6623 2020-08-06 00:06:59,958 - mmaction - INFO - Epoch [195][3560/3757] lr: 1.379e-02, eta: 2 days, 5:20:42, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7406, loss_cls: 2.1227, loss: 2.1227, grad_norm: 4.7440 2020-08-06 00:07:15,733 - mmaction - INFO - Epoch [195][3580/3757] lr: 1.379e-02, eta: 2 days, 5:20:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4836, top5_acc: 0.7078, loss_cls: 2.3512, loss: 2.3512, grad_norm: 4.8201 2020-08-06 00:07:34,389 - mmaction - INFO - Epoch [195][3600/3757] lr: 1.379e-02, eta: 2 days, 5:20:09, time: 0.932, data_time: 0.003, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7312, loss_cls: 2.1905, loss: 2.1905, grad_norm: 4.5809 2020-08-06 00:07:50,199 - mmaction - INFO - Epoch [195][3620/3757] lr: 1.379e-02, eta: 2 days, 5:19:51, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7328, loss_cls: 2.2213, loss: 2.2213, grad_norm: 4.4504 2020-08-06 00:08:05,993 - mmaction - INFO - Epoch [195][3640/3757] lr: 1.379e-02, eta: 2 days, 5:19:34, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7227, loss_cls: 2.2691, loss: 2.2691, grad_norm: 4.6927 2020-08-06 00:08:21,832 - mmaction - INFO - Epoch [195][3660/3757] lr: 1.379e-02, eta: 2 days, 5:19:16, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7297, loss_cls: 2.1833, loss: 2.1833, grad_norm: 4.5944 2020-08-06 00:08:37,590 - mmaction - INFO - Epoch [195][3680/3757] lr: 1.379e-02, eta: 2 days, 5:18:59, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7523, loss_cls: 2.0840, loss: 2.0840, grad_norm: 4.5012 2020-08-06 00:08:53,299 - mmaction - INFO - Epoch [195][3700/3757] lr: 1.379e-02, eta: 2 days, 5:18:41, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7281, loss_cls: 2.2007, loss: 2.2007, grad_norm: 4.7457 2020-08-06 00:09:09,097 - mmaction - INFO - Epoch [195][3720/3757] lr: 1.379e-02, eta: 2 days, 5:18:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4672, top5_acc: 0.7234, loss_cls: 2.2703, loss: 2.2703, grad_norm: 4.7390 2020-08-06 00:09:24,933 - mmaction - INFO - Epoch [195][3740/3757] lr: 1.379e-02, eta: 2 days, 5:18:06, time: 0.792, data_time: 0.008, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7172, loss_cls: 2.2552, loss: 2.2552, grad_norm: 4.6252 2020-08-06 00:12:00,382 - mmaction - INFO - Epoch [196][20/3757] lr: 1.337e-02, eta: 2 days, 5:19:12, time: 6.894, data_time: 6.076, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7422, loss_cls: 2.1402, loss: 2.1402, grad_norm: 4.5166 2020-08-06 00:12:16,176 - mmaction - INFO - Epoch [196][40/3757] lr: 1.337e-02, eta: 2 days, 5:18:54, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7562, loss_cls: 2.0229, loss: 2.0229, grad_norm: 4.4790 2020-08-06 00:12:31,918 - mmaction - INFO - Epoch [196][60/3757] lr: 1.337e-02, eta: 2 days, 5:18:37, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1758, loss: 2.1758, grad_norm: 4.6684 2020-08-06 00:12:47,808 - mmaction - INFO - Epoch [196][80/3757] lr: 1.337e-02, eta: 2 days, 5:18:19, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.0939, loss: 2.0939, grad_norm: 4.5744 2020-08-06 00:13:03,641 - mmaction - INFO - Epoch [196][100/3757] lr: 1.337e-02, eta: 2 days, 5:18:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7359, loss_cls: 2.1494, loss: 2.1494, grad_norm: 4.8148 2020-08-06 00:13:19,470 - mmaction - INFO - Epoch [196][120/3757] lr: 1.337e-02, eta: 2 days, 5:17:44, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7430, loss_cls: 2.1227, loss: 2.1227, grad_norm: 4.6657 2020-08-06 00:13:35,238 - mmaction - INFO - Epoch [196][140/3757] lr: 1.337e-02, eta: 2 days, 5:17:26, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7344, loss_cls: 2.1973, loss: 2.1973, grad_norm: 4.5929 2020-08-06 00:13:51,060 - mmaction - INFO - Epoch [196][160/3757] lr: 1.337e-02, eta: 2 days, 5:17:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7469, loss_cls: 2.0506, loss: 2.0506, grad_norm: 4.4858 2020-08-06 00:14:06,908 - mmaction - INFO - Epoch [196][180/3757] lr: 1.337e-02, eta: 2 days, 5:16:51, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7477, loss_cls: 2.1081, loss: 2.1081, grad_norm: 4.6874 2020-08-06 00:14:22,731 - mmaction - INFO - Epoch [196][200/3757] lr: 1.337e-02, eta: 2 days, 5:16:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7422, loss_cls: 2.1427, loss: 2.1427, grad_norm: 4.5935 2020-08-06 00:14:38,555 - mmaction - INFO - Epoch [196][220/3757] lr: 1.337e-02, eta: 2 days, 5:16:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7359, loss_cls: 2.2156, loss: 2.2156, grad_norm: 4.8445 2020-08-06 00:14:54,410 - mmaction - INFO - Epoch [196][240/3757] lr: 1.337e-02, eta: 2 days, 5:15:58, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7258, loss_cls: 2.1472, loss: 2.1472, grad_norm: 4.7193 2020-08-06 00:15:10,258 - mmaction - INFO - Epoch [196][260/3757] lr: 1.337e-02, eta: 2 days, 5:15:41, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7359, loss_cls: 2.2078, loss: 2.2078, grad_norm: 4.9519 2020-08-06 00:15:26,081 - mmaction - INFO - Epoch [196][280/3757] lr: 1.337e-02, eta: 2 days, 5:15:23, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7398, loss_cls: 2.1541, loss: 2.1541, grad_norm: 4.6080 2020-08-06 00:15:41,889 - mmaction - INFO - Epoch [196][300/3757] lr: 1.337e-02, eta: 2 days, 5:15:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7336, loss_cls: 2.1811, loss: 2.1811, grad_norm: 4.6026 2020-08-06 00:15:57,625 - mmaction - INFO - Epoch [196][320/3757] lr: 1.337e-02, eta: 2 days, 5:14:48, time: 0.787, data_time: 0.005, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7219, loss_cls: 2.2451, loss: 2.2451, grad_norm: 4.6978 2020-08-06 00:16:13,362 - mmaction - INFO - Epoch [196][340/3757] lr: 1.337e-02, eta: 2 days, 5:14:30, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7633, loss_cls: 2.0924, loss: 2.0924, grad_norm: 4.6616 2020-08-06 00:16:29,225 - mmaction - INFO - Epoch [196][360/3757] lr: 1.337e-02, eta: 2 days, 5:14:13, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7344, loss_cls: 2.1298, loss: 2.1298, grad_norm: 4.6280 2020-08-06 00:16:45,013 - mmaction - INFO - Epoch [196][380/3757] lr: 1.337e-02, eta: 2 days, 5:13:55, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7508, loss_cls: 2.0487, loss: 2.0487, grad_norm: 4.5709 2020-08-06 00:17:00,813 - mmaction - INFO - Epoch [196][400/3757] lr: 1.337e-02, eta: 2 days, 5:13:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7469, loss_cls: 2.1580, loss: 2.1580, grad_norm: 4.6734 2020-08-06 00:17:16,676 - mmaction - INFO - Epoch [196][420/3757] lr: 1.337e-02, eta: 2 days, 5:13:20, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7500, loss_cls: 2.0302, loss: 2.0302, grad_norm: 4.4977 2020-08-06 00:17:32,471 - mmaction - INFO - Epoch [196][440/3757] lr: 1.337e-02, eta: 2 days, 5:13:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.1002, loss: 2.1002, grad_norm: 4.6363 2020-08-06 00:17:48,262 - mmaction - INFO - Epoch [196][460/3757] lr: 1.337e-02, eta: 2 days, 5:12:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7602, loss_cls: 2.0618, loss: 2.0618, grad_norm: 4.4724 2020-08-06 00:18:04,102 - mmaction - INFO - Epoch [196][480/3757] lr: 1.337e-02, eta: 2 days, 5:12:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7406, loss_cls: 2.1066, loss: 2.1066, grad_norm: 4.7330 2020-08-06 00:18:19,949 - mmaction - INFO - Epoch [196][500/3757] lr: 1.337e-02, eta: 2 days, 5:12:10, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7562, loss_cls: 2.0959, loss: 2.0959, grad_norm: 4.6457 2020-08-06 00:18:35,796 - mmaction - INFO - Epoch [196][520/3757] lr: 1.337e-02, eta: 2 days, 5:11:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7547, loss_cls: 2.0624, loss: 2.0624, grad_norm: 4.7018 2020-08-06 00:18:51,619 - mmaction - INFO - Epoch [196][540/3757] lr: 1.337e-02, eta: 2 days, 5:11:34, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7414, loss_cls: 2.1297, loss: 2.1297, grad_norm: 4.6849 2020-08-06 00:19:07,479 - mmaction - INFO - Epoch [196][560/3757] lr: 1.337e-02, eta: 2 days, 5:11:17, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7578, loss_cls: 2.0358, loss: 2.0358, grad_norm: 4.6074 2020-08-06 00:19:23,232 - mmaction - INFO - Epoch [196][580/3757] lr: 1.337e-02, eta: 2 days, 5:10:59, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7273, loss_cls: 2.1923, loss: 2.1923, grad_norm: 4.6459 2020-08-06 00:19:39,044 - mmaction - INFO - Epoch [196][600/3757] lr: 1.337e-02, eta: 2 days, 5:10:42, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7289, loss_cls: 2.1372, loss: 2.1372, grad_norm: 4.6999 2020-08-06 00:19:54,828 - mmaction - INFO - Epoch [196][620/3757] lr: 1.337e-02, eta: 2 days, 5:10:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7586, loss_cls: 2.0725, loss: 2.0725, grad_norm: 4.7001 2020-08-06 00:20:10,654 - mmaction - INFO - Epoch [196][640/3757] lr: 1.337e-02, eta: 2 days, 5:10:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7375, loss_cls: 2.1813, loss: 2.1813, grad_norm: 4.7542 2020-08-06 00:20:26,882 - mmaction - INFO - Epoch [196][660/3757] lr: 1.337e-02, eta: 2 days, 5:09:49, time: 0.812, data_time: 0.027, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7539, loss_cls: 2.0580, loss: 2.0580, grad_norm: 4.6089 2020-08-06 00:20:42,970 - mmaction - INFO - Epoch [196][680/3757] lr: 1.337e-02, eta: 2 days, 5:09:32, time: 0.804, data_time: 0.015, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7461, loss_cls: 2.1300, loss: 2.1300, grad_norm: 4.7284 2020-08-06 00:20:59,173 - mmaction - INFO - Epoch [196][700/3757] lr: 1.337e-02, eta: 2 days, 5:09:15, time: 0.811, data_time: 0.026, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7531, loss_cls: 2.1036, loss: 2.1036, grad_norm: 4.6912 2020-08-06 00:21:15,293 - mmaction - INFO - Epoch [196][720/3757] lr: 1.337e-02, eta: 2 days, 5:08:57, time: 0.806, data_time: 0.016, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7398, loss_cls: 2.1450, loss: 2.1450, grad_norm: 4.6374 2020-08-06 00:21:31,051 - mmaction - INFO - Epoch [196][740/3757] lr: 1.337e-02, eta: 2 days, 5:08:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7234, loss_cls: 2.2227, loss: 2.2227, grad_norm: 4.5906 2020-08-06 00:21:46,875 - mmaction - INFO - Epoch [196][760/3757] lr: 1.337e-02, eta: 2 days, 5:08:22, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7297, loss_cls: 2.1948, loss: 2.1948, grad_norm: 4.5561 2020-08-06 00:22:02,727 - mmaction - INFO - Epoch [196][780/3757] lr: 1.337e-02, eta: 2 days, 5:08:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7406, loss_cls: 2.1971, loss: 2.1971, grad_norm: 4.7494 2020-08-06 00:22:18,861 - mmaction - INFO - Epoch [196][800/3757] lr: 1.337e-02, eta: 2 days, 5:07:47, time: 0.806, data_time: 0.024, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7438, loss_cls: 2.1331, loss: 2.1331, grad_norm: 4.7290 2020-08-06 00:22:34,897 - mmaction - INFO - Epoch [196][820/3757] lr: 1.337e-02, eta: 2 days, 5:07:30, time: 0.801, data_time: 0.016, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7445, loss_cls: 2.0908, loss: 2.0908, grad_norm: 4.6070 2020-08-06 00:22:51,372 - mmaction - INFO - Epoch [196][840/3757] lr: 1.337e-02, eta: 2 days, 5:07:13, time: 0.823, data_time: 0.023, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7352, loss_cls: 2.1495, loss: 2.1495, grad_norm: 4.6890 2020-08-06 00:23:07,146 - mmaction - INFO - Epoch [196][860/3757] lr: 1.337e-02, eta: 2 days, 5:06:55, time: 0.791, data_time: 0.007, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7352, loss_cls: 2.1351, loss: 2.1351, grad_norm: 4.8042 2020-08-06 00:23:22,976 - mmaction - INFO - Epoch [196][880/3757] lr: 1.337e-02, eta: 2 days, 5:06:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7391, loss_cls: 2.1552, loss: 2.1552, grad_norm: 4.6712 2020-08-06 00:23:38,685 - mmaction - INFO - Epoch [196][900/3757] lr: 1.337e-02, eta: 2 days, 5:06:20, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7477, loss_cls: 2.1453, loss: 2.1453, grad_norm: 4.5732 2020-08-06 00:23:54,563 - mmaction - INFO - Epoch [196][920/3757] lr: 1.337e-02, eta: 2 days, 5:06:02, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7422, loss_cls: 2.1619, loss: 2.1619, grad_norm: 4.6824 2020-08-06 00:24:10,308 - mmaction - INFO - Epoch [196][940/3757] lr: 1.337e-02, eta: 2 days, 5:05:45, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7375, loss_cls: 2.1631, loss: 2.1631, grad_norm: 4.6650 2020-08-06 00:24:26,168 - mmaction - INFO - Epoch [196][960/3757] lr: 1.337e-02, eta: 2 days, 5:05:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7344, loss_cls: 2.1710, loss: 2.1710, grad_norm: 4.6108 2020-08-06 00:24:42,010 - mmaction - INFO - Epoch [196][980/3757] lr: 1.337e-02, eta: 2 days, 5:05:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7305, loss_cls: 2.1676, loss: 2.1676, grad_norm: 4.5854 2020-08-06 00:24:57,922 - mmaction - INFO - Epoch [196][1000/3757] lr: 1.337e-02, eta: 2 days, 5:04:52, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7609, loss_cls: 2.0187, loss: 2.0187, grad_norm: 4.5571 2020-08-06 00:25:13,721 - mmaction - INFO - Epoch [196][1020/3757] lr: 1.337e-02, eta: 2 days, 5:04:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7500, loss_cls: 2.1177, loss: 2.1177, grad_norm: 4.7375 2020-08-06 00:25:29,508 - mmaction - INFO - Epoch [196][1040/3757] lr: 1.337e-02, eta: 2 days, 5:04:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7352, loss_cls: 2.2213, loss: 2.2213, grad_norm: 4.6704 2020-08-06 00:25:45,306 - mmaction - INFO - Epoch [196][1060/3757] lr: 1.337e-02, eta: 2 days, 5:03:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7555, loss_cls: 2.0672, loss: 2.0672, grad_norm: 4.5482 2020-08-06 00:26:01,073 - mmaction - INFO - Epoch [196][1080/3757] lr: 1.337e-02, eta: 2 days, 5:03:42, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7602, loss_cls: 2.0985, loss: 2.0985, grad_norm: 4.6703 2020-08-06 00:26:16,870 - mmaction - INFO - Epoch [196][1100/3757] lr: 1.337e-02, eta: 2 days, 5:03:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7414, loss_cls: 2.1835, loss: 2.1835, grad_norm: 4.6556 2020-08-06 00:26:32,707 - mmaction - INFO - Epoch [196][1120/3757] lr: 1.337e-02, eta: 2 days, 5:03:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7383, loss_cls: 2.1830, loss: 2.1830, grad_norm: 4.8072 2020-08-06 00:26:48,572 - mmaction - INFO - Epoch [196][1140/3757] lr: 1.337e-02, eta: 2 days, 5:02:49, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7414, loss_cls: 2.1465, loss: 2.1465, grad_norm: 4.5893 2020-08-06 00:27:04,353 - mmaction - INFO - Epoch [196][1160/3757] lr: 1.337e-02, eta: 2 days, 5:02:31, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7508, loss_cls: 2.1216, loss: 2.1216, grad_norm: 4.6112 2020-08-06 00:27:20,223 - mmaction - INFO - Epoch [196][1180/3757] lr: 1.337e-02, eta: 2 days, 5:02:14, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7320, loss_cls: 2.2131, loss: 2.2131, grad_norm: 4.7270 2020-08-06 00:27:35,996 - mmaction - INFO - Epoch [196][1200/3757] lr: 1.337e-02, eta: 2 days, 5:01:56, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7250, loss_cls: 2.1791, loss: 2.1791, grad_norm: 4.6410 2020-08-06 00:27:51,789 - mmaction - INFO - Epoch [196][1220/3757] lr: 1.337e-02, eta: 2 days, 5:01:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7328, loss_cls: 2.1241, loss: 2.1241, grad_norm: 4.6218 2020-08-06 00:28:07,641 - mmaction - INFO - Epoch [196][1240/3757] lr: 1.337e-02, eta: 2 days, 5:01:21, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7188, loss_cls: 2.2057, loss: 2.2057, grad_norm: 4.7632 2020-08-06 00:28:23,393 - mmaction - INFO - Epoch [196][1260/3757] lr: 1.337e-02, eta: 2 days, 5:01:03, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4734, top5_acc: 0.7297, loss_cls: 2.2495, loss: 2.2495, grad_norm: 4.7622 2020-08-06 00:28:39,250 - mmaction - INFO - Epoch [196][1280/3757] lr: 1.337e-02, eta: 2 days, 5:00:46, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7414, loss_cls: 2.1404, loss: 2.1404, grad_norm: 4.7623 2020-08-06 00:28:54,999 - mmaction - INFO - Epoch [196][1300/3757] lr: 1.337e-02, eta: 2 days, 5:00:28, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7219, loss_cls: 2.2835, loss: 2.2835, grad_norm: 4.8989 2020-08-06 00:29:10,796 - mmaction - INFO - Epoch [196][1320/3757] lr: 1.337e-02, eta: 2 days, 5:00:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7445, loss_cls: 2.1786, loss: 2.1786, grad_norm: 4.8027 2020-08-06 00:29:26,657 - mmaction - INFO - Epoch [196][1340/3757] lr: 1.337e-02, eta: 2 days, 4:59:53, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7531, loss_cls: 2.0820, loss: 2.0820, grad_norm: 4.7258 2020-08-06 00:29:42,510 - mmaction - INFO - Epoch [196][1360/3757] lr: 1.337e-02, eta: 2 days, 4:59:35, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7305, loss_cls: 2.2592, loss: 2.2592, grad_norm: 4.9195 2020-08-06 00:29:58,329 - mmaction - INFO - Epoch [196][1380/3757] lr: 1.337e-02, eta: 2 days, 4:59:18, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7555, loss_cls: 2.0468, loss: 2.0468, grad_norm: 4.6780 2020-08-06 00:30:14,149 - mmaction - INFO - Epoch [196][1400/3757] lr: 1.337e-02, eta: 2 days, 4:59:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7297, loss_cls: 2.1773, loss: 2.1773, grad_norm: 4.5854 2020-08-06 00:30:30,277 - mmaction - INFO - Epoch [196][1420/3757] lr: 1.337e-02, eta: 2 days, 4:58:43, time: 0.807, data_time: 0.012, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7352, loss_cls: 2.1765, loss: 2.1765, grad_norm: 4.6641 2020-08-06 00:30:46,056 - mmaction - INFO - Epoch [196][1440/3757] lr: 1.337e-02, eta: 2 days, 4:58:25, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.1168, loss: 2.1168, grad_norm: 4.5952 2020-08-06 00:31:01,879 - mmaction - INFO - Epoch [196][1460/3757] lr: 1.337e-02, eta: 2 days, 4:58:08, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7523, loss_cls: 2.0477, loss: 2.0477, grad_norm: 4.6640 2020-08-06 00:31:17,575 - mmaction - INFO - Epoch [196][1480/3757] lr: 1.337e-02, eta: 2 days, 4:57:50, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7438, loss_cls: 2.1276, loss: 2.1276, grad_norm: 4.6587 2020-08-06 00:31:33,466 - mmaction - INFO - Epoch [196][1500/3757] lr: 1.337e-02, eta: 2 days, 4:57:32, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.1707, loss: 2.1707, grad_norm: 4.7153 2020-08-06 00:31:49,274 - mmaction - INFO - Epoch [196][1520/3757] lr: 1.337e-02, eta: 2 days, 4:57:15, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7266, loss_cls: 2.2196, loss: 2.2196, grad_norm: 4.7056 2020-08-06 00:32:05,110 - mmaction - INFO - Epoch [196][1540/3757] lr: 1.337e-02, eta: 2 days, 4:56:57, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.1033, loss: 2.1033, grad_norm: 4.7080 2020-08-06 00:32:20,896 - mmaction - INFO - Epoch [196][1560/3757] lr: 1.337e-02, eta: 2 days, 4:56:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7414, loss_cls: 2.2030, loss: 2.2030, grad_norm: 4.7115 2020-08-06 00:32:36,765 - mmaction - INFO - Epoch [196][1580/3757] lr: 1.337e-02, eta: 2 days, 4:56:22, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7258, loss_cls: 2.2285, loss: 2.2285, grad_norm: 4.8186 2020-08-06 00:32:52,621 - mmaction - INFO - Epoch [196][1600/3757] lr: 1.337e-02, eta: 2 days, 4:56:05, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7305, loss_cls: 2.2141, loss: 2.2141, grad_norm: 4.6531 2020-08-06 00:33:08,339 - mmaction - INFO - Epoch [196][1620/3757] lr: 1.337e-02, eta: 2 days, 4:55:47, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7438, loss_cls: 2.0457, loss: 2.0457, grad_norm: 4.5799 2020-08-06 00:33:24,225 - mmaction - INFO - Epoch [196][1640/3757] lr: 1.337e-02, eta: 2 days, 4:55:29, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7477, loss_cls: 2.1169, loss: 2.1169, grad_norm: 4.7659 2020-08-06 00:33:40,033 - mmaction - INFO - Epoch [196][1660/3757] lr: 1.337e-02, eta: 2 days, 4:55:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.1726, loss: 2.1726, grad_norm: 4.7522 2020-08-06 00:33:55,846 - mmaction - INFO - Epoch [196][1680/3757] lr: 1.337e-02, eta: 2 days, 4:54:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7562, loss_cls: 2.1075, loss: 2.1075, grad_norm: 4.6578 2020-08-06 00:34:11,660 - mmaction - INFO - Epoch [196][1700/3757] lr: 1.337e-02, eta: 2 days, 4:54:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7570, loss_cls: 2.1354, loss: 2.1354, grad_norm: 4.7363 2020-08-06 00:34:27,497 - mmaction - INFO - Epoch [196][1720/3757] lr: 1.337e-02, eta: 2 days, 4:54:19, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7203, loss_cls: 2.2675, loss: 2.2675, grad_norm: 4.6522 2020-08-06 00:34:43,264 - mmaction - INFO - Epoch [196][1740/3757] lr: 1.337e-02, eta: 2 days, 4:54:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7633, loss_cls: 2.1362, loss: 2.1362, grad_norm: 4.6195 2020-08-06 00:34:59,167 - mmaction - INFO - Epoch [196][1760/3757] lr: 1.337e-02, eta: 2 days, 4:53:44, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.2349, loss: 2.2349, grad_norm: 4.7616 2020-08-06 00:35:14,952 - mmaction - INFO - Epoch [196][1780/3757] lr: 1.337e-02, eta: 2 days, 4:53:26, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7414, loss_cls: 2.1622, loss: 2.1622, grad_norm: 4.7587 2020-08-06 00:35:30,744 - mmaction - INFO - Epoch [196][1800/3757] lr: 1.337e-02, eta: 2 days, 4:53:09, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7516, loss_cls: 2.1132, loss: 2.1132, grad_norm: 4.7432 2020-08-06 00:35:46,548 - mmaction - INFO - Epoch [196][1820/3757] lr: 1.337e-02, eta: 2 days, 4:52:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7555, loss_cls: 2.0764, loss: 2.0764, grad_norm: 4.6157 2020-08-06 00:36:02,365 - mmaction - INFO - Epoch [196][1840/3757] lr: 1.337e-02, eta: 2 days, 4:52:34, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7414, loss_cls: 2.1378, loss: 2.1378, grad_norm: 4.6451 2020-08-06 00:36:18,213 - mmaction - INFO - Epoch [196][1860/3757] lr: 1.337e-02, eta: 2 days, 4:52:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7227, loss_cls: 2.2591, loss: 2.2591, grad_norm: 4.7193 2020-08-06 00:36:33,995 - mmaction - INFO - Epoch [196][1880/3757] lr: 1.337e-02, eta: 2 days, 4:51:58, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7453, loss_cls: 2.1652, loss: 2.1652, grad_norm: 4.7177 2020-08-06 00:36:49,791 - mmaction - INFO - Epoch [196][1900/3757] lr: 1.337e-02, eta: 2 days, 4:51:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7344, loss_cls: 2.1048, loss: 2.1048, grad_norm: 4.5921 2020-08-06 00:37:05,674 - mmaction - INFO - Epoch [196][1920/3757] lr: 1.337e-02, eta: 2 days, 4:51:23, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7469, loss_cls: 2.1251, loss: 2.1251, grad_norm: 4.8396 2020-08-06 00:37:21,515 - mmaction - INFO - Epoch [196][1940/3757] lr: 1.337e-02, eta: 2 days, 4:51:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7219, loss_cls: 2.2247, loss: 2.2247, grad_norm: 4.7827 2020-08-06 00:37:37,370 - mmaction - INFO - Epoch [196][1960/3757] lr: 1.337e-02, eta: 2 days, 4:50:48, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7375, loss_cls: 2.1495, loss: 2.1495, grad_norm: 4.7084 2020-08-06 00:37:53,190 - mmaction - INFO - Epoch [196][1980/3757] lr: 1.337e-02, eta: 2 days, 4:50:31, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7258, loss_cls: 2.2055, loss: 2.2055, grad_norm: 4.7179 2020-08-06 00:38:08,972 - mmaction - INFO - Epoch [196][2000/3757] lr: 1.337e-02, eta: 2 days, 4:50:13, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7500, loss_cls: 2.1952, loss: 2.1952, grad_norm: 4.8653 2020-08-06 00:38:24,759 - mmaction - INFO - Epoch [196][2020/3757] lr: 1.337e-02, eta: 2 days, 4:49:55, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7383, loss_cls: 2.1919, loss: 2.1919, grad_norm: 4.8552 2020-08-06 00:38:40,580 - mmaction - INFO - Epoch [196][2040/3757] lr: 1.337e-02, eta: 2 days, 4:49:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7414, loss_cls: 2.1051, loss: 2.1051, grad_norm: 4.6899 2020-08-06 00:38:56,376 - mmaction - INFO - Epoch [196][2060/3757] lr: 1.337e-02, eta: 2 days, 4:49:20, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7383, loss_cls: 2.1009, loss: 2.1009, grad_norm: 4.7611 2020-08-06 00:39:12,130 - mmaction - INFO - Epoch [196][2080/3757] lr: 1.337e-02, eta: 2 days, 4:49:03, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7289, loss_cls: 2.1552, loss: 2.1552, grad_norm: 4.7614 2020-08-06 00:39:27,895 - mmaction - INFO - Epoch [196][2100/3757] lr: 1.337e-02, eta: 2 days, 4:48:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7492, loss_cls: 2.1360, loss: 2.1360, grad_norm: 4.7030 2020-08-06 00:39:43,727 - mmaction - INFO - Epoch [196][2120/3757] lr: 1.337e-02, eta: 2 days, 4:48:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7609, loss_cls: 2.0687, loss: 2.0687, grad_norm: 4.6689 2020-08-06 00:39:59,523 - mmaction - INFO - Epoch [196][2140/3757] lr: 1.337e-02, eta: 2 days, 4:48:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7352, loss_cls: 2.1745, loss: 2.1745, grad_norm: 4.6499 2020-08-06 00:40:15,287 - mmaction - INFO - Epoch [196][2160/3757] lr: 1.337e-02, eta: 2 days, 4:47:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7367, loss_cls: 2.2113, loss: 2.2113, grad_norm: 4.7562 2020-08-06 00:40:31,157 - mmaction - INFO - Epoch [196][2180/3757] lr: 1.337e-02, eta: 2 days, 4:47:35, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7430, loss_cls: 2.1350, loss: 2.1350, grad_norm: 4.4747 2020-08-06 00:40:46,902 - mmaction - INFO - Epoch [196][2200/3757] lr: 1.337e-02, eta: 2 days, 4:47:17, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7367, loss_cls: 2.2107, loss: 2.2107, grad_norm: 4.8116 2020-08-06 00:41:02,695 - mmaction - INFO - Epoch [196][2220/3757] lr: 1.337e-02, eta: 2 days, 4:46:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7273, loss_cls: 2.2157, loss: 2.2157, grad_norm: 4.7587 2020-08-06 00:41:18,530 - mmaction - INFO - Epoch [196][2240/3757] lr: 1.337e-02, eta: 2 days, 4:46:42, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7352, loss_cls: 2.1325, loss: 2.1325, grad_norm: 4.6477 2020-08-06 00:41:34,309 - mmaction - INFO - Epoch [196][2260/3757] lr: 1.337e-02, eta: 2 days, 4:46:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7430, loss_cls: 2.1274, loss: 2.1274, grad_norm: 4.8184 2020-08-06 00:41:50,167 - mmaction - INFO - Epoch [196][2280/3757] lr: 1.337e-02, eta: 2 days, 4:46:07, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7453, loss_cls: 2.1040, loss: 2.1040, grad_norm: 4.6275 2020-08-06 00:42:06,012 - mmaction - INFO - Epoch [196][2300/3757] lr: 1.337e-02, eta: 2 days, 4:45:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7281, loss_cls: 2.1858, loss: 2.1858, grad_norm: 4.5490 2020-08-06 00:42:21,806 - mmaction - INFO - Epoch [196][2320/3757] lr: 1.337e-02, eta: 2 days, 4:45:32, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7500, loss_cls: 2.1591, loss: 2.1591, grad_norm: 4.6320 2020-08-06 00:42:37,598 - mmaction - INFO - Epoch [196][2340/3757] lr: 1.337e-02, eta: 2 days, 4:45:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7156, loss_cls: 2.2307, loss: 2.2307, grad_norm: 4.7741 2020-08-06 00:42:53,461 - mmaction - INFO - Epoch [196][2360/3757] lr: 1.337e-02, eta: 2 days, 4:44:56, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7492, loss_cls: 2.1007, loss: 2.1007, grad_norm: 4.7614 2020-08-06 00:43:09,140 - mmaction - INFO - Epoch [196][2380/3757] lr: 1.337e-02, eta: 2 days, 4:44:39, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7500, loss_cls: 2.1127, loss: 2.1127, grad_norm: 4.8961 2020-08-06 00:43:24,978 - mmaction - INFO - Epoch [196][2400/3757] lr: 1.337e-02, eta: 2 days, 4:44:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7328, loss_cls: 2.1524, loss: 2.1524, grad_norm: 4.6529 2020-08-06 00:43:40,705 - mmaction - INFO - Epoch [196][2420/3757] lr: 1.337e-02, eta: 2 days, 4:44:04, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7477, loss_cls: 2.1017, loss: 2.1017, grad_norm: 4.5829 2020-08-06 00:43:56,540 - mmaction - INFO - Epoch [196][2440/3757] lr: 1.337e-02, eta: 2 days, 4:43:46, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7383, loss_cls: 2.1904, loss: 2.1904, grad_norm: 4.7015 2020-08-06 00:44:12,409 - mmaction - INFO - Epoch [196][2460/3757] lr: 1.337e-02, eta: 2 days, 4:43:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7320, loss_cls: 2.1783, loss: 2.1783, grad_norm: 4.6650 2020-08-06 00:44:28,210 - mmaction - INFO - Epoch [196][2480/3757] lr: 1.337e-02, eta: 2 days, 4:43:11, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7383, loss_cls: 2.1969, loss: 2.1969, grad_norm: 4.7047 2020-08-06 00:44:44,075 - mmaction - INFO - Epoch [196][2500/3757] lr: 1.337e-02, eta: 2 days, 4:42:53, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7414, loss_cls: 2.0666, loss: 2.0666, grad_norm: 4.5201 2020-08-06 00:44:59,887 - mmaction - INFO - Epoch [196][2520/3757] lr: 1.337e-02, eta: 2 days, 4:42:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7367, loss_cls: 2.1734, loss: 2.1734, grad_norm: 4.7846 2020-08-06 00:45:15,680 - mmaction - INFO - Epoch [196][2540/3757] lr: 1.337e-02, eta: 2 days, 4:42:18, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7445, loss_cls: 2.1451, loss: 2.1451, grad_norm: 4.6689 2020-08-06 00:45:31,477 - mmaction - INFO - Epoch [196][2560/3757] lr: 1.337e-02, eta: 2 days, 4:42:01, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7344, loss_cls: 2.2151, loss: 2.2151, grad_norm: 4.8834 2020-08-06 00:45:47,259 - mmaction - INFO - Epoch [196][2580/3757] lr: 1.337e-02, eta: 2 days, 4:41:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7375, loss_cls: 2.1699, loss: 2.1699, grad_norm: 4.6931 2020-08-06 00:46:03,078 - mmaction - INFO - Epoch [196][2600/3757] lr: 1.337e-02, eta: 2 days, 4:41:25, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7320, loss_cls: 2.1196, loss: 2.1196, grad_norm: 4.6432 2020-08-06 00:46:18,846 - mmaction - INFO - Epoch [196][2620/3757] lr: 1.337e-02, eta: 2 days, 4:41:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.2067, loss: 2.2067, grad_norm: 4.7096 2020-08-06 00:46:34,586 - mmaction - INFO - Epoch [196][2640/3757] lr: 1.337e-02, eta: 2 days, 4:40:50, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7227, loss_cls: 2.2190, loss: 2.2190, grad_norm: 4.7041 2020-08-06 00:46:50,333 - mmaction - INFO - Epoch [196][2660/3757] lr: 1.337e-02, eta: 2 days, 4:40:33, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7570, loss_cls: 2.0924, loss: 2.0924, grad_norm: 4.7117 2020-08-06 00:47:06,097 - mmaction - INFO - Epoch [196][2680/3757] lr: 1.337e-02, eta: 2 days, 4:40:15, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7148, loss_cls: 2.2073, loss: 2.2073, grad_norm: 4.8285 2020-08-06 00:47:21,836 - mmaction - INFO - Epoch [196][2700/3757] lr: 1.337e-02, eta: 2 days, 4:39:57, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7281, loss_cls: 2.2224, loss: 2.2224, grad_norm: 4.7318 2020-08-06 00:47:37,599 - mmaction - INFO - Epoch [196][2720/3757] lr: 1.337e-02, eta: 2 days, 4:39:40, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1724, loss: 2.1724, grad_norm: 4.6043 2020-08-06 00:47:53,538 - mmaction - INFO - Epoch [196][2740/3757] lr: 1.337e-02, eta: 2 days, 4:39:22, time: 0.798, data_time: 0.012, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7266, loss_cls: 2.2671, loss: 2.2671, grad_norm: 4.7376 2020-08-06 00:48:09,309 - mmaction - INFO - Epoch [196][2760/3757] lr: 1.337e-02, eta: 2 days, 4:39:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7453, loss_cls: 2.1624, loss: 2.1624, grad_norm: 4.6383 2020-08-06 00:48:25,073 - mmaction - INFO - Epoch [196][2780/3757] lr: 1.337e-02, eta: 2 days, 4:38:47, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7391, loss_cls: 2.1259, loss: 2.1259, grad_norm: 4.6731 2020-08-06 00:48:41,293 - mmaction - INFO - Epoch [196][2800/3757] lr: 1.337e-02, eta: 2 days, 4:38:30, time: 0.811, data_time: 0.024, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7320, loss_cls: 2.1855, loss: 2.1855, grad_norm: 4.7006 2020-08-06 00:48:57,367 - mmaction - INFO - Epoch [196][2820/3757] lr: 1.337e-02, eta: 2 days, 4:38:12, time: 0.804, data_time: 0.012, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7344, loss_cls: 2.1537, loss: 2.1537, grad_norm: 4.7307 2020-08-06 00:49:13,659 - mmaction - INFO - Epoch [196][2840/3757] lr: 1.337e-02, eta: 2 days, 4:37:55, time: 0.814, data_time: 0.023, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.1664, loss: 2.1664, grad_norm: 4.6102 2020-08-06 00:49:29,513 - mmaction - INFO - Epoch [196][2860/3757] lr: 1.337e-02, eta: 2 days, 4:37:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7531, loss_cls: 2.0945, loss: 2.0945, grad_norm: 4.7283 2020-08-06 00:49:45,287 - mmaction - INFO - Epoch [196][2880/3757] lr: 1.337e-02, eta: 2 days, 4:37:20, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7516, loss_cls: 2.0936, loss: 2.0936, grad_norm: 4.6776 2020-08-06 00:50:01,102 - mmaction - INFO - Epoch [196][2900/3757] lr: 1.337e-02, eta: 2 days, 4:37:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7453, loss_cls: 2.0691, loss: 2.0691, grad_norm: 4.6139 2020-08-06 00:50:16,915 - mmaction - INFO - Epoch [196][2920/3757] lr: 1.337e-02, eta: 2 days, 4:36:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7430, loss_cls: 2.1489, loss: 2.1489, grad_norm: 4.7513 2020-08-06 00:50:32,646 - mmaction - INFO - Epoch [196][2940/3757] lr: 1.337e-02, eta: 2 days, 4:36:27, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7297, loss_cls: 2.2334, loss: 2.2334, grad_norm: 4.8171 2020-08-06 00:50:48,466 - mmaction - INFO - Epoch [196][2960/3757] lr: 1.337e-02, eta: 2 days, 4:36:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7477, loss_cls: 2.1520, loss: 2.1520, grad_norm: 4.7005 2020-08-06 00:51:04,163 - mmaction - INFO - Epoch [196][2980/3757] lr: 1.337e-02, eta: 2 days, 4:35:52, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7617, loss_cls: 2.1048, loss: 2.1048, grad_norm: 4.8441 2020-08-06 00:51:19,977 - mmaction - INFO - Epoch [196][3000/3757] lr: 1.337e-02, eta: 2 days, 4:35:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.1825, loss: 2.1825, grad_norm: 4.7965 2020-08-06 00:51:35,745 - mmaction - INFO - Epoch [196][3020/3757] lr: 1.337e-02, eta: 2 days, 4:35:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7297, loss_cls: 2.2331, loss: 2.2331, grad_norm: 4.8213 2020-08-06 00:51:51,597 - mmaction - INFO - Epoch [196][3040/3757] lr: 1.337e-02, eta: 2 days, 4:34:59, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7602, loss_cls: 2.0367, loss: 2.0367, grad_norm: 4.6765 2020-08-06 00:52:07,389 - mmaction - INFO - Epoch [196][3060/3757] lr: 1.337e-02, eta: 2 days, 4:34:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7516, loss_cls: 2.0652, loss: 2.0652, grad_norm: 4.7378 2020-08-06 00:52:23,214 - mmaction - INFO - Epoch [196][3080/3757] lr: 1.337e-02, eta: 2 days, 4:34:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7367, loss_cls: 2.1897, loss: 2.1897, grad_norm: 4.6918 2020-08-06 00:52:39,068 - mmaction - INFO - Epoch [196][3100/3757] lr: 1.337e-02, eta: 2 days, 4:34:07, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7484, loss_cls: 2.1660, loss: 2.1660, grad_norm: 4.7580 2020-08-06 00:52:54,938 - mmaction - INFO - Epoch [196][3120/3757] lr: 1.337e-02, eta: 2 days, 4:33:49, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7523, loss_cls: 2.0967, loss: 2.0967, grad_norm: 4.7349 2020-08-06 00:53:10,684 - mmaction - INFO - Epoch [196][3140/3757] lr: 1.337e-02, eta: 2 days, 4:33:32, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7219, loss_cls: 2.2234, loss: 2.2234, grad_norm: 4.8176 2020-08-06 00:53:26,579 - mmaction - INFO - Epoch [196][3160/3757] lr: 1.337e-02, eta: 2 days, 4:33:14, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7508, loss_cls: 2.1621, loss: 2.1621, grad_norm: 4.7735 2020-08-06 00:53:42,271 - mmaction - INFO - Epoch [196][3180/3757] lr: 1.337e-02, eta: 2 days, 4:32:56, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7477, loss_cls: 2.1048, loss: 2.1048, grad_norm: 4.7705 2020-08-06 00:53:58,162 - mmaction - INFO - Epoch [196][3200/3757] lr: 1.337e-02, eta: 2 days, 4:32:39, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7391, loss_cls: 2.1809, loss: 2.1809, grad_norm: 4.7806 2020-08-06 00:54:14,024 - mmaction - INFO - Epoch [196][3220/3757] lr: 1.337e-02, eta: 2 days, 4:32:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7352, loss_cls: 2.1740, loss: 2.1740, grad_norm: 4.6734 2020-08-06 00:54:29,817 - mmaction - INFO - Epoch [196][3240/3757] lr: 1.337e-02, eta: 2 days, 4:32:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7227, loss_cls: 2.2231, loss: 2.2231, grad_norm: 4.7063 2020-08-06 00:54:45,597 - mmaction - INFO - Epoch [196][3260/3757] lr: 1.337e-02, eta: 2 days, 4:31:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7328, loss_cls: 2.2062, loss: 2.2062, grad_norm: 4.6251 2020-08-06 00:55:01,352 - mmaction - INFO - Epoch [196][3280/3757] lr: 1.337e-02, eta: 2 days, 4:31:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7250, loss_cls: 2.2435, loss: 2.2435, grad_norm: 4.7686 2020-08-06 00:55:17,166 - mmaction - INFO - Epoch [196][3300/3757] lr: 1.337e-02, eta: 2 days, 4:31:11, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7438, loss_cls: 2.1536, loss: 2.1536, grad_norm: 4.6580 2020-08-06 00:55:33,007 - mmaction - INFO - Epoch [196][3320/3757] lr: 1.337e-02, eta: 2 days, 4:30:54, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7461, loss_cls: 2.1097, loss: 2.1097, grad_norm: 4.6833 2020-08-06 00:55:48,808 - mmaction - INFO - Epoch [196][3340/3757] lr: 1.337e-02, eta: 2 days, 4:30:36, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7367, loss_cls: 2.2181, loss: 2.2181, grad_norm: 4.8094 2020-08-06 00:56:04,585 - mmaction - INFO - Epoch [196][3360/3757] lr: 1.337e-02, eta: 2 days, 4:30:18, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7148, loss_cls: 2.2270, loss: 2.2270, grad_norm: 4.7156 2020-08-06 00:56:20,403 - mmaction - INFO - Epoch [196][3380/3757] lr: 1.337e-02, eta: 2 days, 4:30:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7328, loss_cls: 2.1598, loss: 2.1598, grad_norm: 4.5417 2020-08-06 00:56:36,201 - mmaction - INFO - Epoch [196][3400/3757] lr: 1.337e-02, eta: 2 days, 4:29:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7422, loss_cls: 2.1747, loss: 2.1747, grad_norm: 4.8915 2020-08-06 00:56:52,003 - mmaction - INFO - Epoch [196][3420/3757] lr: 1.337e-02, eta: 2 days, 4:29:26, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4844, top5_acc: 0.7211, loss_cls: 2.2625, loss: 2.2625, grad_norm: 4.7417 2020-08-06 00:57:07,768 - mmaction - INFO - Epoch [196][3440/3757] lr: 1.337e-02, eta: 2 days, 4:29:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7594, loss_cls: 2.0437, loss: 2.0437, grad_norm: 4.5814 2020-08-06 00:57:23,559 - mmaction - INFO - Epoch [196][3460/3757] lr: 1.337e-02, eta: 2 days, 4:28:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7547, loss_cls: 2.0640, loss: 2.0640, grad_norm: 4.6192 2020-08-06 00:57:39,372 - mmaction - INFO - Epoch [196][3480/3757] lr: 1.337e-02, eta: 2 days, 4:28:33, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7320, loss_cls: 2.2048, loss: 2.2048, grad_norm: 4.7796 2020-08-06 00:57:55,246 - mmaction - INFO - Epoch [196][3500/3757] lr: 1.337e-02, eta: 2 days, 4:28:15, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7234, loss_cls: 2.1905, loss: 2.1905, grad_norm: 4.6191 2020-08-06 00:58:11,083 - mmaction - INFO - Epoch [196][3520/3757] lr: 1.337e-02, eta: 2 days, 4:27:58, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7273, loss_cls: 2.2375, loss: 2.2375, grad_norm: 4.6733 2020-08-06 00:58:26,870 - mmaction - INFO - Epoch [196][3540/3757] lr: 1.337e-02, eta: 2 days, 4:27:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7508, loss_cls: 2.0718, loss: 2.0718, grad_norm: 4.6401 2020-08-06 00:58:42,720 - mmaction - INFO - Epoch [196][3560/3757] lr: 1.337e-02, eta: 2 days, 4:27:23, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7281, loss_cls: 2.1986, loss: 2.1986, grad_norm: 4.7095 2020-08-06 00:58:58,570 - mmaction - INFO - Epoch [196][3580/3757] lr: 1.337e-02, eta: 2 days, 4:27:05, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7586, loss_cls: 2.0699, loss: 2.0699, grad_norm: 4.6844 2020-08-06 00:59:14,378 - mmaction - INFO - Epoch [196][3600/3757] lr: 1.337e-02, eta: 2 days, 4:26:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7641, loss_cls: 2.1104, loss: 2.1104, grad_norm: 4.8324 2020-08-06 00:59:30,177 - mmaction - INFO - Epoch [196][3620/3757] lr: 1.337e-02, eta: 2 days, 4:26:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1858, loss: 2.1858, grad_norm: 4.6698 2020-08-06 00:59:45,992 - mmaction - INFO - Epoch [196][3640/3757] lr: 1.337e-02, eta: 2 days, 4:26:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7289, loss_cls: 2.1733, loss: 2.1733, grad_norm: 4.4254 2020-08-06 01:00:01,839 - mmaction - INFO - Epoch [196][3660/3757] lr: 1.337e-02, eta: 2 days, 4:25:55, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7227, loss_cls: 2.2729, loss: 2.2729, grad_norm: 4.6539 2020-08-06 01:00:21,148 - mmaction - INFO - Epoch [196][3680/3757] lr: 1.337e-02, eta: 2 days, 4:25:41, time: 0.963, data_time: 0.006, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7305, loss_cls: 2.1275, loss: 2.1275, grad_norm: 4.5826 2020-08-06 01:00:37,024 - mmaction - INFO - Epoch [196][3700/3757] lr: 1.337e-02, eta: 2 days, 4:25:23, time: 0.796, data_time: 0.007, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7539, loss_cls: 2.0868, loss: 2.0868, grad_norm: 4.5777 2020-08-06 01:00:52,800 - mmaction - INFO - Epoch [196][3720/3757] lr: 1.337e-02, eta: 2 days, 4:25:05, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7516, loss_cls: 2.0778, loss: 2.0778, grad_norm: 4.5776 2020-08-06 01:01:08,600 - mmaction - INFO - Epoch [196][3740/3757] lr: 1.337e-02, eta: 2 days, 4:24:48, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4719, top5_acc: 0.7211, loss_cls: 2.3090, loss: 2.3090, grad_norm: 5.0389 2020-08-06 01:01:32,864 - mmaction - INFO - Saving checkpoint at 196 epochs 2020-08-06 01:04:18,614 - mmaction - INFO - Epoch [197][20/3757] lr: 1.295e-02, eta: 2 days, 4:26:14, time: 8.198, data_time: 7.337, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7570, loss_cls: 2.0707, loss: 2.0707, grad_norm: 4.7231 2020-08-06 01:04:34,513 - mmaction - INFO - Epoch [197][40/3757] lr: 1.295e-02, eta: 2 days, 4:25:57, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7438, loss_cls: 2.1447, loss: 2.1447, grad_norm: 4.7687 2020-08-06 01:04:50,282 - mmaction - INFO - Epoch [197][60/3757] lr: 1.295e-02, eta: 2 days, 4:25:39, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7477, loss_cls: 2.0557, loss: 2.0557, grad_norm: 4.7727 2020-08-06 01:05:06,187 - mmaction - INFO - Epoch [197][80/3757] lr: 1.295e-02, eta: 2 days, 4:25:22, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7477, loss_cls: 2.1037, loss: 2.1037, grad_norm: 4.6788 2020-08-06 01:05:21,880 - mmaction - INFO - Epoch [197][100/3757] lr: 1.295e-02, eta: 2 days, 4:25:04, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7406, loss_cls: 2.1482, loss: 2.1482, grad_norm: 4.7587 2020-08-06 01:05:37,699 - mmaction - INFO - Epoch [197][120/3757] lr: 1.295e-02, eta: 2 days, 4:24:46, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7562, loss_cls: 2.0761, loss: 2.0761, grad_norm: 4.4924 2020-08-06 01:05:53,433 - mmaction - INFO - Epoch [197][140/3757] lr: 1.295e-02, eta: 2 days, 4:24:29, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.2580, loss: 2.2580, grad_norm: 4.7301 2020-08-06 01:06:09,281 - mmaction - INFO - Epoch [197][160/3757] lr: 1.295e-02, eta: 2 days, 4:24:11, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7508, loss_cls: 2.0498, loss: 2.0498, grad_norm: 4.4578 2020-08-06 01:06:25,005 - mmaction - INFO - Epoch [197][180/3757] lr: 1.295e-02, eta: 2 days, 4:23:54, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7148, loss_cls: 2.2270, loss: 2.2270, grad_norm: 4.7212 2020-08-06 01:06:40,917 - mmaction - INFO - Epoch [197][200/3757] lr: 1.295e-02, eta: 2 days, 4:23:36, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7617, loss_cls: 2.0415, loss: 2.0415, grad_norm: 4.5087 2020-08-06 01:06:56,708 - mmaction - INFO - Epoch [197][220/3757] lr: 1.295e-02, eta: 2 days, 4:23:19, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7312, loss_cls: 2.2215, loss: 2.2215, grad_norm: 4.8029 2020-08-06 01:07:12,640 - mmaction - INFO - Epoch [197][240/3757] lr: 1.295e-02, eta: 2 days, 4:23:01, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7250, loss_cls: 2.1628, loss: 2.1628, grad_norm: 4.6844 2020-08-06 01:07:28,380 - mmaction - INFO - Epoch [197][260/3757] lr: 1.295e-02, eta: 2 days, 4:22:43, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7602, loss_cls: 2.0355, loss: 2.0355, grad_norm: 4.7892 2020-08-06 01:07:44,286 - mmaction - INFO - Epoch [197][280/3757] lr: 1.295e-02, eta: 2 days, 4:22:26, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7469, loss_cls: 2.0709, loss: 2.0709, grad_norm: 4.6370 2020-08-06 01:08:00,105 - mmaction - INFO - Epoch [197][300/3757] lr: 1.295e-02, eta: 2 days, 4:22:08, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7539, loss_cls: 2.1186, loss: 2.1186, grad_norm: 4.8404 2020-08-06 01:08:16,011 - mmaction - INFO - Epoch [197][320/3757] lr: 1.295e-02, eta: 2 days, 4:21:51, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7578, loss_cls: 2.0885, loss: 2.0885, grad_norm: 4.7790 2020-08-06 01:08:31,716 - mmaction - INFO - Epoch [197][340/3757] lr: 1.295e-02, eta: 2 days, 4:21:33, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7547, loss_cls: 2.0395, loss: 2.0395, grad_norm: 4.7068 2020-08-06 01:08:47,606 - mmaction - INFO - Epoch [197][360/3757] lr: 1.295e-02, eta: 2 days, 4:21:16, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7492, loss_cls: 2.0811, loss: 2.0811, grad_norm: 4.8353 2020-08-06 01:09:03,276 - mmaction - INFO - Epoch [197][380/3757] lr: 1.295e-02, eta: 2 days, 4:20:58, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7469, loss_cls: 2.1042, loss: 2.1042, grad_norm: 4.7526 2020-08-06 01:09:19,188 - mmaction - INFO - Epoch [197][400/3757] lr: 1.295e-02, eta: 2 days, 4:20:40, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7461, loss_cls: 2.1461, loss: 2.1461, grad_norm: 4.7387 2020-08-06 01:09:34,878 - mmaction - INFO - Epoch [197][420/3757] lr: 1.295e-02, eta: 2 days, 4:20:23, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.1766, loss: 2.1766, grad_norm: 4.7965 2020-08-06 01:09:50,806 - mmaction - INFO - Epoch [197][440/3757] lr: 1.295e-02, eta: 2 days, 4:20:05, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7484, loss_cls: 2.0827, loss: 2.0827, grad_norm: 4.6637 2020-08-06 01:10:06,675 - mmaction - INFO - Epoch [197][460/3757] lr: 1.295e-02, eta: 2 days, 4:19:48, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7539, loss_cls: 2.0868, loss: 2.0868, grad_norm: 4.7773 2020-08-06 01:10:22,427 - mmaction - INFO - Epoch [197][480/3757] lr: 1.295e-02, eta: 2 days, 4:19:30, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7492, loss_cls: 2.1061, loss: 2.1061, grad_norm: 4.7732 2020-08-06 01:10:38,352 - mmaction - INFO - Epoch [197][500/3757] lr: 1.295e-02, eta: 2 days, 4:19:13, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7281, loss_cls: 2.1659, loss: 2.1659, grad_norm: 4.6968 2020-08-06 01:10:54,199 - mmaction - INFO - Epoch [197][520/3757] lr: 1.295e-02, eta: 2 days, 4:18:55, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0484, loss: 2.0484, grad_norm: 4.8717 2020-08-06 01:11:09,998 - mmaction - INFO - Epoch [197][540/3757] lr: 1.295e-02, eta: 2 days, 4:18:38, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7367, loss_cls: 2.1302, loss: 2.1302, grad_norm: 4.6562 2020-08-06 01:11:25,840 - mmaction - INFO - Epoch [197][560/3757] lr: 1.295e-02, eta: 2 days, 4:18:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7398, loss_cls: 2.1686, loss: 2.1686, grad_norm: 4.7888 2020-08-06 01:11:41,659 - mmaction - INFO - Epoch [197][580/3757] lr: 1.295e-02, eta: 2 days, 4:18:02, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.1581, loss: 2.1581, grad_norm: 4.7955 2020-08-06 01:11:57,504 - mmaction - INFO - Epoch [197][600/3757] lr: 1.295e-02, eta: 2 days, 4:17:45, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7461, loss_cls: 2.1034, loss: 2.1034, grad_norm: 4.7738 2020-08-06 01:12:13,393 - mmaction - INFO - Epoch [197][620/3757] lr: 1.295e-02, eta: 2 days, 4:17:27, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7516, loss_cls: 2.0722, loss: 2.0722, grad_norm: 4.7383 2020-08-06 01:12:29,180 - mmaction - INFO - Epoch [197][640/3757] lr: 1.295e-02, eta: 2 days, 4:17:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7367, loss_cls: 2.1399, loss: 2.1399, grad_norm: 4.7687 2020-08-06 01:12:45,007 - mmaction - INFO - Epoch [197][660/3757] lr: 1.295e-02, eta: 2 days, 4:16:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7383, loss_cls: 2.2072, loss: 2.2072, grad_norm: 4.6633 2020-08-06 01:13:00,779 - mmaction - INFO - Epoch [197][680/3757] lr: 1.295e-02, eta: 2 days, 4:16:35, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7414, loss_cls: 2.1105, loss: 2.1105, grad_norm: 4.6670 2020-08-06 01:13:16,551 - mmaction - INFO - Epoch [197][700/3757] lr: 1.295e-02, eta: 2 days, 4:16:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7422, loss_cls: 2.1617, loss: 2.1617, grad_norm: 4.6929 2020-08-06 01:13:32,331 - mmaction - INFO - Epoch [197][720/3757] lr: 1.295e-02, eta: 2 days, 4:15:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7562, loss_cls: 2.1428, loss: 2.1428, grad_norm: 4.8814 2020-08-06 01:13:48,127 - mmaction - INFO - Epoch [197][740/3757] lr: 1.295e-02, eta: 2 days, 4:15:42, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.1571, loss: 2.1571, grad_norm: 4.7612 2020-08-06 01:14:03,933 - mmaction - INFO - Epoch [197][760/3757] lr: 1.295e-02, eta: 2 days, 4:15:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7562, loss_cls: 2.0610, loss: 2.0610, grad_norm: 4.6661 2020-08-06 01:14:19,705 - mmaction - INFO - Epoch [197][780/3757] lr: 1.295e-02, eta: 2 days, 4:15:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7508, loss_cls: 2.1060, loss: 2.1060, grad_norm: 4.6839 2020-08-06 01:14:35,579 - mmaction - INFO - Epoch [197][800/3757] lr: 1.295e-02, eta: 2 days, 4:14:49, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7547, loss_cls: 2.0765, loss: 2.0765, grad_norm: 4.7821 2020-08-06 01:14:51,373 - mmaction - INFO - Epoch [197][820/3757] lr: 1.295e-02, eta: 2 days, 4:14:32, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7500, loss_cls: 2.0560, loss: 2.0560, grad_norm: 4.6797 2020-08-06 01:15:07,230 - mmaction - INFO - Epoch [197][840/3757] lr: 1.295e-02, eta: 2 days, 4:14:14, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7391, loss_cls: 2.1362, loss: 2.1362, grad_norm: 4.7326 2020-08-06 01:15:22,902 - mmaction - INFO - Epoch [197][860/3757] lr: 1.295e-02, eta: 2 days, 4:13:56, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7547, loss_cls: 2.0566, loss: 2.0566, grad_norm: 4.7149 2020-08-06 01:15:38,687 - mmaction - INFO - Epoch [197][880/3757] lr: 1.295e-02, eta: 2 days, 4:13:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7391, loss_cls: 2.2137, loss: 2.2137, grad_norm: 4.8383 2020-08-06 01:15:54,506 - mmaction - INFO - Epoch [197][900/3757] lr: 1.295e-02, eta: 2 days, 4:13:21, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7445, loss_cls: 2.1154, loss: 2.1154, grad_norm: 4.7356 2020-08-06 01:16:10,345 - mmaction - INFO - Epoch [197][920/3757] lr: 1.295e-02, eta: 2 days, 4:13:04, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7477, loss_cls: 2.1608, loss: 2.1608, grad_norm: 4.7804 2020-08-06 01:16:26,102 - mmaction - INFO - Epoch [197][940/3757] lr: 1.295e-02, eta: 2 days, 4:12:46, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7594, loss_cls: 2.0573, loss: 2.0573, grad_norm: 4.5161 2020-08-06 01:16:41,908 - mmaction - INFO - Epoch [197][960/3757] lr: 1.295e-02, eta: 2 days, 4:12:29, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7320, loss_cls: 2.1863, loss: 2.1863, grad_norm: 4.7701 2020-08-06 01:16:57,665 - mmaction - INFO - Epoch [197][980/3757] lr: 1.295e-02, eta: 2 days, 4:12:11, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7438, loss_cls: 2.1395, loss: 2.1395, grad_norm: 4.7112 2020-08-06 01:17:13,501 - mmaction - INFO - Epoch [197][1000/3757] lr: 1.295e-02, eta: 2 days, 4:11:53, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7281, loss_cls: 2.1574, loss: 2.1574, grad_norm: 4.7811 2020-08-06 01:17:29,280 - mmaction - INFO - Epoch [197][1020/3757] lr: 1.295e-02, eta: 2 days, 4:11:36, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7500, loss_cls: 2.1173, loss: 2.1173, grad_norm: 4.8714 2020-08-06 01:17:45,108 - mmaction - INFO - Epoch [197][1040/3757] lr: 1.295e-02, eta: 2 days, 4:11:18, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7289, loss_cls: 2.1873, loss: 2.1873, grad_norm: 4.8704 2020-08-06 01:18:01,085 - mmaction - INFO - Epoch [197][1060/3757] lr: 1.295e-02, eta: 2 days, 4:11:01, time: 0.799, data_time: 0.010, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7523, loss_cls: 2.0966, loss: 2.0966, grad_norm: 4.7609 2020-08-06 01:18:16,920 - mmaction - INFO - Epoch [197][1080/3757] lr: 1.295e-02, eta: 2 days, 4:10:43, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7539, loss_cls: 2.0793, loss: 2.0793, grad_norm: 4.6007 2020-08-06 01:18:32,760 - mmaction - INFO - Epoch [197][1100/3757] lr: 1.295e-02, eta: 2 days, 4:10:26, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7375, loss_cls: 2.1180, loss: 2.1180, grad_norm: 4.7424 2020-08-06 01:18:48,633 - mmaction - INFO - Epoch [197][1120/3757] lr: 1.295e-02, eta: 2 days, 4:10:08, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7422, loss_cls: 2.1383, loss: 2.1383, grad_norm: 4.8750 2020-08-06 01:19:04,409 - mmaction - INFO - Epoch [197][1140/3757] lr: 1.295e-02, eta: 2 days, 4:09:51, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7289, loss_cls: 2.2045, loss: 2.2045, grad_norm: 4.9121 2020-08-06 01:19:20,204 - mmaction - INFO - Epoch [197][1160/3757] lr: 1.295e-02, eta: 2 days, 4:09:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7281, loss_cls: 2.1742, loss: 2.1742, grad_norm: 4.8294 2020-08-06 01:19:36,083 - mmaction - INFO - Epoch [197][1180/3757] lr: 1.295e-02, eta: 2 days, 4:09:16, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7492, loss_cls: 2.0419, loss: 2.0419, grad_norm: 4.5974 2020-08-06 01:19:52,016 - mmaction - INFO - Epoch [197][1200/3757] lr: 1.295e-02, eta: 2 days, 4:08:58, time: 0.796, data_time: 0.008, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.1522, loss: 2.1522, grad_norm: 4.6789 2020-08-06 01:20:07,815 - mmaction - INFO - Epoch [197][1220/3757] lr: 1.295e-02, eta: 2 days, 4:08:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7375, loss_cls: 2.1859, loss: 2.1859, grad_norm: 4.7872 2020-08-06 01:20:23,713 - mmaction - INFO - Epoch [197][1240/3757] lr: 1.295e-02, eta: 2 days, 4:08:23, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1590, loss: 2.1590, grad_norm: 4.6366 2020-08-06 01:20:39,562 - mmaction - INFO - Epoch [197][1260/3757] lr: 1.295e-02, eta: 2 days, 4:08:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7414, loss_cls: 2.1003, loss: 2.1003, grad_norm: 4.6558 2020-08-06 01:20:55,323 - mmaction - INFO - Epoch [197][1280/3757] lr: 1.295e-02, eta: 2 days, 4:07:48, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7195, loss_cls: 2.1893, loss: 2.1893, grad_norm: 4.8144 2020-08-06 01:21:11,143 - mmaction - INFO - Epoch [197][1300/3757] lr: 1.295e-02, eta: 2 days, 4:07:30, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7414, loss_cls: 2.1562, loss: 2.1562, grad_norm: 4.7857 2020-08-06 01:21:26,991 - mmaction - INFO - Epoch [197][1320/3757] lr: 1.295e-02, eta: 2 days, 4:07:13, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7484, loss_cls: 2.1386, loss: 2.1386, grad_norm: 4.6528 2020-08-06 01:21:42,814 - mmaction - INFO - Epoch [197][1340/3757] lr: 1.295e-02, eta: 2 days, 4:06:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7453, loss_cls: 2.1210, loss: 2.1210, grad_norm: 4.7307 2020-08-06 01:21:58,643 - mmaction - INFO - Epoch [197][1360/3757] lr: 1.295e-02, eta: 2 days, 4:06:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7375, loss_cls: 2.1902, loss: 2.1902, grad_norm: 4.7639 2020-08-06 01:22:14,452 - mmaction - INFO - Epoch [197][1380/3757] lr: 1.295e-02, eta: 2 days, 4:06:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.0721, loss: 2.0721, grad_norm: 4.6277 2020-08-06 01:22:30,245 - mmaction - INFO - Epoch [197][1400/3757] lr: 1.295e-02, eta: 2 days, 4:06:03, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7359, loss_cls: 2.2032, loss: 2.2032, grad_norm: 4.6887 2020-08-06 01:22:45,997 - mmaction - INFO - Epoch [197][1420/3757] lr: 1.295e-02, eta: 2 days, 4:05:45, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7406, loss_cls: 2.0805, loss: 2.0805, grad_norm: 4.5942 2020-08-06 01:23:01,836 - mmaction - INFO - Epoch [197][1440/3757] lr: 1.295e-02, eta: 2 days, 4:05:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 2.1223, loss: 2.1223, grad_norm: 4.6545 2020-08-06 01:23:17,615 - mmaction - INFO - Epoch [197][1460/3757] lr: 1.295e-02, eta: 2 days, 4:05:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.1824, loss: 2.1824, grad_norm: 4.7357 2020-08-06 01:23:33,379 - mmaction - INFO - Epoch [197][1480/3757] lr: 1.295e-02, eta: 2 days, 4:04:52, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7484, loss_cls: 2.1161, loss: 2.1161, grad_norm: 4.7547 2020-08-06 01:23:49,176 - mmaction - INFO - Epoch [197][1500/3757] lr: 1.295e-02, eta: 2 days, 4:04:35, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.1983, loss: 2.1983, grad_norm: 4.9349 2020-08-06 01:24:04,988 - mmaction - INFO - Epoch [197][1520/3757] lr: 1.295e-02, eta: 2 days, 4:04:17, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7664, loss_cls: 2.0916, loss: 2.0916, grad_norm: 4.7566 2020-08-06 01:24:20,788 - mmaction - INFO - Epoch [197][1540/3757] lr: 1.295e-02, eta: 2 days, 4:04:00, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7539, loss_cls: 2.0818, loss: 2.0818, grad_norm: 4.6821 2020-08-06 01:24:36,539 - mmaction - INFO - Epoch [197][1560/3757] lr: 1.295e-02, eta: 2 days, 4:03:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7289, loss_cls: 2.2446, loss: 2.2446, grad_norm: 4.8259 2020-08-06 01:24:52,380 - mmaction - INFO - Epoch [197][1580/3757] lr: 1.295e-02, eta: 2 days, 4:03:24, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7211, loss_cls: 2.1509, loss: 2.1509, grad_norm: 4.7372 2020-08-06 01:25:08,125 - mmaction - INFO - Epoch [197][1600/3757] lr: 1.295e-02, eta: 2 days, 4:03:07, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7227, loss_cls: 2.1913, loss: 2.1913, grad_norm: 4.7870 2020-08-06 01:25:23,953 - mmaction - INFO - Epoch [197][1620/3757] lr: 1.295e-02, eta: 2 days, 4:02:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4664, top5_acc: 0.7164, loss_cls: 2.2939, loss: 2.2939, grad_norm: 4.7998 2020-08-06 01:25:39,810 - mmaction - INFO - Epoch [197][1640/3757] lr: 1.295e-02, eta: 2 days, 4:02:32, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7383, loss_cls: 2.1666, loss: 2.1666, grad_norm: 4.9141 2020-08-06 01:25:55,622 - mmaction - INFO - Epoch [197][1660/3757] lr: 1.295e-02, eta: 2 days, 4:02:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7250, loss_cls: 2.1638, loss: 2.1638, grad_norm: 4.7580 2020-08-06 01:26:11,392 - mmaction - INFO - Epoch [197][1680/3757] lr: 1.295e-02, eta: 2 days, 4:01:57, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7477, loss_cls: 2.1444, loss: 2.1444, grad_norm: 4.8161 2020-08-06 01:26:27,222 - mmaction - INFO - Epoch [197][1700/3757] lr: 1.295e-02, eta: 2 days, 4:01:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7336, loss_cls: 2.2033, loss: 2.2033, grad_norm: 4.8898 2020-08-06 01:26:43,010 - mmaction - INFO - Epoch [197][1720/3757] lr: 1.295e-02, eta: 2 days, 4:01:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7422, loss_cls: 2.1723, loss: 2.1723, grad_norm: 4.8114 2020-08-06 01:26:58,796 - mmaction - INFO - Epoch [197][1740/3757] lr: 1.295e-02, eta: 2 days, 4:01:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7156, loss_cls: 2.2043, loss: 2.2043, grad_norm: 4.8276 2020-08-06 01:27:14,586 - mmaction - INFO - Epoch [197][1760/3757] lr: 1.295e-02, eta: 2 days, 4:00:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7461, loss_cls: 2.0854, loss: 2.0854, grad_norm: 4.6798 2020-08-06 01:27:30,402 - mmaction - INFO - Epoch [197][1780/3757] lr: 1.295e-02, eta: 2 days, 4:00:29, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7570, loss_cls: 2.0292, loss: 2.0292, grad_norm: 4.7149 2020-08-06 01:27:46,149 - mmaction - INFO - Epoch [197][1800/3757] lr: 1.295e-02, eta: 2 days, 4:00:11, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7422, loss_cls: 2.1564, loss: 2.1564, grad_norm: 4.7894 2020-08-06 01:28:01,918 - mmaction - INFO - Epoch [197][1820/3757] lr: 1.295e-02, eta: 2 days, 3:59:54, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.1439, loss: 2.1439, grad_norm: 4.9019 2020-08-06 01:28:17,770 - mmaction - INFO - Epoch [197][1840/3757] lr: 1.295e-02, eta: 2 days, 3:59:36, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7453, loss_cls: 2.1641, loss: 2.1641, grad_norm: 4.8558 2020-08-06 01:28:33,579 - mmaction - INFO - Epoch [197][1860/3757] lr: 1.295e-02, eta: 2 days, 3:59:19, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7281, loss_cls: 2.1906, loss: 2.1906, grad_norm: 4.8670 2020-08-06 01:28:49,402 - mmaction - INFO - Epoch [197][1880/3757] lr: 1.295e-02, eta: 2 days, 3:59:01, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7227, loss_cls: 2.2138, loss: 2.2138, grad_norm: 4.5417 2020-08-06 01:29:05,154 - mmaction - INFO - Epoch [197][1900/3757] lr: 1.295e-02, eta: 2 days, 3:58:43, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.1255, loss: 2.1255, grad_norm: 4.7445 2020-08-06 01:29:20,917 - mmaction - INFO - Epoch [197][1920/3757] lr: 1.295e-02, eta: 2 days, 3:58:26, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7648, loss_cls: 2.0290, loss: 2.0290, grad_norm: 4.6308 2020-08-06 01:29:36,790 - mmaction - INFO - Epoch [197][1940/3757] lr: 1.295e-02, eta: 2 days, 3:58:08, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7539, loss_cls: 2.0771, loss: 2.0771, grad_norm: 4.7946 2020-08-06 01:29:52,618 - mmaction - INFO - Epoch [197][1960/3757] lr: 1.295e-02, eta: 2 days, 3:57:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.0954, loss: 2.0954, grad_norm: 4.7518 2020-08-06 01:30:08,406 - mmaction - INFO - Epoch [197][1980/3757] lr: 1.295e-02, eta: 2 days, 3:57:33, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7562, loss_cls: 2.0325, loss: 2.0325, grad_norm: 4.7279 2020-08-06 01:30:24,215 - mmaction - INFO - Epoch [197][2000/3757] lr: 1.295e-02, eta: 2 days, 3:57:16, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7570, loss_cls: 2.0802, loss: 2.0802, grad_norm: 4.6663 2020-08-06 01:30:40,473 - mmaction - INFO - Epoch [197][2020/3757] lr: 1.295e-02, eta: 2 days, 3:56:58, time: 0.813, data_time: 0.015, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7516, loss_cls: 2.1070, loss: 2.1070, grad_norm: 4.8098 2020-08-06 01:30:56,336 - mmaction - INFO - Epoch [197][2040/3757] lr: 1.295e-02, eta: 2 days, 3:56:41, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7422, loss_cls: 2.2056, loss: 2.2056, grad_norm: 5.0022 2020-08-06 01:31:12,536 - mmaction - INFO - Epoch [197][2060/3757] lr: 1.295e-02, eta: 2 days, 3:56:24, time: 0.809, data_time: 0.018, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7414, loss_cls: 2.0985, loss: 2.0985, grad_norm: 4.8889 2020-08-06 01:31:28,467 - mmaction - INFO - Epoch [197][2080/3757] lr: 1.295e-02, eta: 2 days, 3:56:06, time: 0.797, data_time: 0.010, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7391, loss_cls: 2.1358, loss: 2.1358, grad_norm: 4.7337 2020-08-06 01:31:44,264 - mmaction - INFO - Epoch [197][2100/3757] lr: 1.295e-02, eta: 2 days, 3:55:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7422, loss_cls: 2.1347, loss: 2.1347, grad_norm: 4.7710 2020-08-06 01:32:00,162 - mmaction - INFO - Epoch [197][2120/3757] lr: 1.295e-02, eta: 2 days, 3:55:31, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7281, loss_cls: 2.2036, loss: 2.2036, grad_norm: 4.8272 2020-08-06 01:32:15,877 - mmaction - INFO - Epoch [197][2140/3757] lr: 1.295e-02, eta: 2 days, 3:55:14, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7555, loss_cls: 2.1114, loss: 2.1114, grad_norm: 4.6412 2020-08-06 01:32:31,672 - mmaction - INFO - Epoch [197][2160/3757] lr: 1.295e-02, eta: 2 days, 3:54:56, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7398, loss_cls: 2.1191, loss: 2.1191, grad_norm: 4.6119 2020-08-06 01:32:47,480 - mmaction - INFO - Epoch [197][2180/3757] lr: 1.295e-02, eta: 2 days, 3:54:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7438, loss_cls: 2.1168, loss: 2.1168, grad_norm: 4.5135 2020-08-06 01:33:03,275 - mmaction - INFO - Epoch [197][2200/3757] lr: 1.295e-02, eta: 2 days, 3:54:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7523, loss_cls: 2.1032, loss: 2.1032, grad_norm: 4.6886 2020-08-06 01:33:19,097 - mmaction - INFO - Epoch [197][2220/3757] lr: 1.295e-02, eta: 2 days, 3:54:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7297, loss_cls: 2.1998, loss: 2.1998, grad_norm: 4.9552 2020-08-06 01:33:34,916 - mmaction - INFO - Epoch [197][2240/3757] lr: 1.295e-02, eta: 2 days, 3:53:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7422, loss_cls: 2.1522, loss: 2.1522, grad_norm: 4.8420 2020-08-06 01:33:50,697 - mmaction - INFO - Epoch [197][2260/3757] lr: 1.295e-02, eta: 2 days, 3:53:28, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7312, loss_cls: 2.1192, loss: 2.1192, grad_norm: 4.8585 2020-08-06 01:34:06,460 - mmaction - INFO - Epoch [197][2280/3757] lr: 1.295e-02, eta: 2 days, 3:53:11, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7414, loss_cls: 2.1578, loss: 2.1578, grad_norm: 4.7906 2020-08-06 01:34:22,236 - mmaction - INFO - Epoch [197][2300/3757] lr: 1.295e-02, eta: 2 days, 3:52:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7359, loss_cls: 2.1584, loss: 2.1584, grad_norm: 4.9441 2020-08-06 01:34:38,048 - mmaction - INFO - Epoch [197][2320/3757] lr: 1.295e-02, eta: 2 days, 3:52:36, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7125, loss_cls: 2.2763, loss: 2.2763, grad_norm: 4.9077 2020-08-06 01:34:53,867 - mmaction - INFO - Epoch [197][2340/3757] lr: 1.295e-02, eta: 2 days, 3:52:18, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.1172, loss: 2.1172, grad_norm: 4.7776 2020-08-06 01:35:09,744 - mmaction - INFO - Epoch [197][2360/3757] lr: 1.295e-02, eta: 2 days, 3:52:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7406, loss_cls: 2.0753, loss: 2.0753, grad_norm: 4.5450 2020-08-06 01:35:25,520 - mmaction - INFO - Epoch [197][2380/3757] lr: 1.295e-02, eta: 2 days, 3:51:43, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1927, loss: 2.1927, grad_norm: 4.6954 2020-08-06 01:35:41,435 - mmaction - INFO - Epoch [197][2400/3757] lr: 1.295e-02, eta: 2 days, 3:51:25, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7289, loss_cls: 2.1443, loss: 2.1443, grad_norm: 4.7329 2020-08-06 01:35:57,156 - mmaction - INFO - Epoch [197][2420/3757] lr: 1.295e-02, eta: 2 days, 3:51:08, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7484, loss_cls: 2.1242, loss: 2.1242, grad_norm: 4.7234 2020-08-06 01:36:13,024 - mmaction - INFO - Epoch [197][2440/3757] lr: 1.295e-02, eta: 2 days, 3:50:50, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7422, loss_cls: 2.1643, loss: 2.1643, grad_norm: 4.6664 2020-08-06 01:36:28,860 - mmaction - INFO - Epoch [197][2460/3757] lr: 1.295e-02, eta: 2 days, 3:50:33, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7391, loss_cls: 2.1592, loss: 2.1592, grad_norm: 4.7435 2020-08-06 01:36:44,654 - mmaction - INFO - Epoch [197][2480/3757] lr: 1.295e-02, eta: 2 days, 3:50:15, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7297, loss_cls: 2.2196, loss: 2.2196, grad_norm: 4.8757 2020-08-06 01:37:00,458 - mmaction - INFO - Epoch [197][2500/3757] lr: 1.295e-02, eta: 2 days, 3:49:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7422, loss_cls: 2.2094, loss: 2.2094, grad_norm: 4.7825 2020-08-06 01:37:16,239 - mmaction - INFO - Epoch [197][2520/3757] lr: 1.295e-02, eta: 2 days, 3:49:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7383, loss_cls: 2.0874, loss: 2.0874, grad_norm: 4.6795 2020-08-06 01:37:32,069 - mmaction - INFO - Epoch [197][2540/3757] lr: 1.295e-02, eta: 2 days, 3:49:23, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7391, loss_cls: 2.1663, loss: 2.1663, grad_norm: 4.6804 2020-08-06 01:37:47,903 - mmaction - INFO - Epoch [197][2560/3757] lr: 1.295e-02, eta: 2 days, 3:49:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7328, loss_cls: 2.1564, loss: 2.1564, grad_norm: 4.7720 2020-08-06 01:38:03,777 - mmaction - INFO - Epoch [197][2580/3757] lr: 1.295e-02, eta: 2 days, 3:48:48, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.2439, loss: 2.2439, grad_norm: 4.7627 2020-08-06 01:38:19,605 - mmaction - INFO - Epoch [197][2600/3757] lr: 1.295e-02, eta: 2 days, 3:48:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4781, top5_acc: 0.7273, loss_cls: 2.2292, loss: 2.2292, grad_norm: 4.6298 2020-08-06 01:38:35,435 - mmaction - INFO - Epoch [197][2620/3757] lr: 1.295e-02, eta: 2 days, 3:48:13, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7383, loss_cls: 2.1739, loss: 2.1739, grad_norm: 4.8641 2020-08-06 01:38:51,299 - mmaction - INFO - Epoch [197][2640/3757] lr: 1.295e-02, eta: 2 days, 3:47:55, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7266, loss_cls: 2.2001, loss: 2.2001, grad_norm: 4.7456 2020-08-06 01:39:07,145 - mmaction - INFO - Epoch [197][2660/3757] lr: 1.295e-02, eta: 2 days, 3:47:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7234, loss_cls: 2.2581, loss: 2.2581, grad_norm: 4.7426 2020-08-06 01:39:22,918 - mmaction - INFO - Epoch [197][2680/3757] lr: 1.295e-02, eta: 2 days, 3:47:20, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7672, loss_cls: 2.0889, loss: 2.0889, grad_norm: 4.6889 2020-08-06 01:39:38,663 - mmaction - INFO - Epoch [197][2700/3757] lr: 1.295e-02, eta: 2 days, 3:47:02, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7422, loss_cls: 2.0958, loss: 2.0958, grad_norm: 4.6671 2020-08-06 01:39:54,498 - mmaction - INFO - Epoch [197][2720/3757] lr: 1.295e-02, eta: 2 days, 3:46:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7336, loss_cls: 2.1362, loss: 2.1362, grad_norm: 4.6466 2020-08-06 01:40:10,320 - mmaction - INFO - Epoch [197][2740/3757] lr: 1.295e-02, eta: 2 days, 3:46:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7477, loss_cls: 2.1402, loss: 2.1402, grad_norm: 4.8192 2020-08-06 01:40:26,129 - mmaction - INFO - Epoch [197][2760/3757] lr: 1.295e-02, eta: 2 days, 3:46:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7516, loss_cls: 2.1561, loss: 2.1561, grad_norm: 4.8689 2020-08-06 01:40:42,012 - mmaction - INFO - Epoch [197][2780/3757] lr: 1.295e-02, eta: 2 days, 3:45:52, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.1593, loss: 2.1593, grad_norm: 4.8048 2020-08-06 01:40:57,789 - mmaction - INFO - Epoch [197][2800/3757] lr: 1.295e-02, eta: 2 days, 3:45:35, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.4773, top5_acc: 0.7102, loss_cls: 2.3697, loss: 2.3697, grad_norm: 4.9144 2020-08-06 01:41:13,582 - mmaction - INFO - Epoch [197][2820/3757] lr: 1.295e-02, eta: 2 days, 3:45:17, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7664, loss_cls: 1.9961, loss: 1.9961, grad_norm: 4.5770 2020-08-06 01:41:29,410 - mmaction - INFO - Epoch [197][2840/3757] lr: 1.295e-02, eta: 2 days, 3:45:00, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7539, loss_cls: 2.0524, loss: 2.0524, grad_norm: 4.7877 2020-08-06 01:41:45,274 - mmaction - INFO - Epoch [197][2860/3757] lr: 1.295e-02, eta: 2 days, 3:44:42, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7406, loss_cls: 2.0968, loss: 2.0968, grad_norm: 4.7243 2020-08-06 01:42:01,129 - mmaction - INFO - Epoch [197][2880/3757] lr: 1.295e-02, eta: 2 days, 3:44:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7344, loss_cls: 2.2113, loss: 2.2113, grad_norm: 4.8576 2020-08-06 01:42:16,952 - mmaction - INFO - Epoch [197][2900/3757] lr: 1.295e-02, eta: 2 days, 3:44:07, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7430, loss_cls: 2.1613, loss: 2.1613, grad_norm: 4.7918 2020-08-06 01:42:32,881 - mmaction - INFO - Epoch [197][2920/3757] lr: 1.295e-02, eta: 2 days, 3:43:50, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.1123, loss: 2.1123, grad_norm: 4.7930 2020-08-06 01:42:48,658 - mmaction - INFO - Epoch [197][2940/3757] lr: 1.295e-02, eta: 2 days, 3:43:32, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7445, loss_cls: 2.1639, loss: 2.1639, grad_norm: 4.7021 2020-08-06 01:43:04,528 - mmaction - INFO - Epoch [197][2960/3757] lr: 1.295e-02, eta: 2 days, 3:43:15, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7250, loss_cls: 2.1710, loss: 2.1710, grad_norm: 4.7755 2020-08-06 01:43:20,315 - mmaction - INFO - Epoch [197][2980/3757] lr: 1.295e-02, eta: 2 days, 3:42:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7273, loss_cls: 2.2459, loss: 2.2459, grad_norm: 5.0718 2020-08-06 01:43:36,123 - mmaction - INFO - Epoch [197][3000/3757] lr: 1.295e-02, eta: 2 days, 3:42:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7438, loss_cls: 2.1612, loss: 2.1612, grad_norm: 4.8443 2020-08-06 01:43:51,961 - mmaction - INFO - Epoch [197][3020/3757] lr: 1.295e-02, eta: 2 days, 3:42:22, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7359, loss_cls: 2.1606, loss: 2.1606, grad_norm: 4.7676 2020-08-06 01:44:07,792 - mmaction - INFO - Epoch [197][3040/3757] lr: 1.295e-02, eta: 2 days, 3:42:04, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7289, loss_cls: 2.2054, loss: 2.2054, grad_norm: 4.6961 2020-08-06 01:44:23,641 - mmaction - INFO - Epoch [197][3060/3757] lr: 1.295e-02, eta: 2 days, 3:41:47, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7531, loss_cls: 2.0990, loss: 2.0990, grad_norm: 4.6518 2020-08-06 01:44:39,501 - mmaction - INFO - Epoch [197][3080/3757] lr: 1.295e-02, eta: 2 days, 3:41:29, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7336, loss_cls: 2.1718, loss: 2.1718, grad_norm: 4.7701 2020-08-06 01:44:55,275 - mmaction - INFO - Epoch [197][3100/3757] lr: 1.295e-02, eta: 2 days, 3:41:12, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7516, loss_cls: 2.1102, loss: 2.1102, grad_norm: 4.7797 2020-08-06 01:45:11,026 - mmaction - INFO - Epoch [197][3120/3757] lr: 1.295e-02, eta: 2 days, 3:40:54, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7352, loss_cls: 2.2001, loss: 2.2001, grad_norm: 4.7275 2020-08-06 01:45:26,848 - mmaction - INFO - Epoch [197][3140/3757] lr: 1.295e-02, eta: 2 days, 3:40:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7695, loss_cls: 2.0354, loss: 2.0354, grad_norm: 4.6301 2020-08-06 01:45:42,570 - mmaction - INFO - Epoch [197][3160/3757] lr: 1.295e-02, eta: 2 days, 3:40:19, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7328, loss_cls: 2.1715, loss: 2.1715, grad_norm: 4.7821 2020-08-06 01:45:58,360 - mmaction - INFO - Epoch [197][3180/3757] lr: 1.295e-02, eta: 2 days, 3:40:02, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7406, loss_cls: 2.1290, loss: 2.1290, grad_norm: 4.6496 2020-08-06 01:46:14,161 - mmaction - INFO - Epoch [197][3200/3757] lr: 1.295e-02, eta: 2 days, 3:39:44, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7328, loss_cls: 2.2006, loss: 2.2006, grad_norm: 4.7864 2020-08-06 01:46:29,919 - mmaction - INFO - Epoch [197][3220/3757] lr: 1.295e-02, eta: 2 days, 3:39:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7344, loss_cls: 2.1756, loss: 2.1756, grad_norm: 4.8698 2020-08-06 01:46:45,794 - mmaction - INFO - Epoch [197][3240/3757] lr: 1.295e-02, eta: 2 days, 3:39:09, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7430, loss_cls: 2.1635, loss: 2.1635, grad_norm: 4.7179 2020-08-06 01:47:01,681 - mmaction - INFO - Epoch [197][3260/3757] lr: 1.295e-02, eta: 2 days, 3:38:52, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7430, loss_cls: 2.1093, loss: 2.1093, grad_norm: 4.7901 2020-08-06 01:47:17,493 - mmaction - INFO - Epoch [197][3280/3757] lr: 1.295e-02, eta: 2 days, 3:38:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7109, loss_cls: 2.2603, loss: 2.2603, grad_norm: 4.9132 2020-08-06 01:47:33,293 - mmaction - INFO - Epoch [197][3300/3757] lr: 1.295e-02, eta: 2 days, 3:38:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7492, loss_cls: 2.1549, loss: 2.1549, grad_norm: 4.8031 2020-08-06 01:47:49,196 - mmaction - INFO - Epoch [197][3320/3757] lr: 1.295e-02, eta: 2 days, 3:37:59, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7461, loss_cls: 2.0926, loss: 2.0926, grad_norm: 4.7815 2020-08-06 01:48:04,985 - mmaction - INFO - Epoch [197][3340/3757] lr: 1.295e-02, eta: 2 days, 3:37:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4641, top5_acc: 0.7133, loss_cls: 2.2840, loss: 2.2840, grad_norm: 4.8347 2020-08-06 01:48:20,840 - mmaction - INFO - Epoch [197][3360/3757] lr: 1.295e-02, eta: 2 days, 3:37:24, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7383, loss_cls: 2.1960, loss: 2.1960, grad_norm: 4.8001 2020-08-06 01:48:36,620 - mmaction - INFO - Epoch [197][3380/3757] lr: 1.295e-02, eta: 2 days, 3:37:06, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7242, loss_cls: 2.1741, loss: 2.1741, grad_norm: 4.7307 2020-08-06 01:48:52,352 - mmaction - INFO - Epoch [197][3400/3757] lr: 1.295e-02, eta: 2 days, 3:36:49, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7352, loss_cls: 2.2089, loss: 2.2089, grad_norm: 4.7932 2020-08-06 01:49:08,167 - mmaction - INFO - Epoch [197][3420/3757] lr: 1.295e-02, eta: 2 days, 3:36:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7508, loss_cls: 2.1141, loss: 2.1141, grad_norm: 4.6318 2020-08-06 01:49:24,043 - mmaction - INFO - Epoch [197][3440/3757] lr: 1.295e-02, eta: 2 days, 3:36:14, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7469, loss_cls: 2.1400, loss: 2.1400, grad_norm: 4.6700 2020-08-06 01:49:39,883 - mmaction - INFO - Epoch [197][3460/3757] lr: 1.295e-02, eta: 2 days, 3:35:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7570, loss_cls: 2.1175, loss: 2.1175, grad_norm: 4.7083 2020-08-06 01:49:55,718 - mmaction - INFO - Epoch [197][3480/3757] lr: 1.295e-02, eta: 2 days, 3:35:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7281, loss_cls: 2.2577, loss: 2.2577, grad_norm: 4.8541 2020-08-06 01:50:11,516 - mmaction - INFO - Epoch [197][3500/3757] lr: 1.295e-02, eta: 2 days, 3:35:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7305, loss_cls: 2.2239, loss: 2.2239, grad_norm: 4.8279 2020-08-06 01:50:27,370 - mmaction - INFO - Epoch [197][3520/3757] lr: 1.295e-02, eta: 2 days, 3:35:04, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7180, loss_cls: 2.2364, loss: 2.2364, grad_norm: 4.8238 2020-08-06 01:50:43,253 - mmaction - INFO - Epoch [197][3540/3757] lr: 1.295e-02, eta: 2 days, 3:34:46, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7188, loss_cls: 2.2403, loss: 2.2403, grad_norm: 4.8231 2020-08-06 01:50:59,017 - mmaction - INFO - Epoch [197][3560/3757] lr: 1.295e-02, eta: 2 days, 3:34:29, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7492, loss_cls: 2.1055, loss: 2.1055, grad_norm: 4.6144 2020-08-06 01:51:14,705 - mmaction - INFO - Epoch [197][3580/3757] lr: 1.295e-02, eta: 2 days, 3:34:11, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1486, loss: 2.1486, grad_norm: 4.8175 2020-08-06 01:51:30,500 - mmaction - INFO - Epoch [197][3600/3757] lr: 1.295e-02, eta: 2 days, 3:33:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7461, loss_cls: 2.1345, loss: 2.1345, grad_norm: 4.8320 2020-08-06 01:51:46,338 - mmaction - INFO - Epoch [197][3620/3757] lr: 1.295e-02, eta: 2 days, 3:33:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7352, loss_cls: 2.2017, loss: 2.2017, grad_norm: 4.9253 2020-08-06 01:52:02,127 - mmaction - INFO - Epoch [197][3640/3757] lr: 1.295e-02, eta: 2 days, 3:33:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7461, loss_cls: 2.0921, loss: 2.0921, grad_norm: 4.7978 2020-08-06 01:52:17,909 - mmaction - INFO - Epoch [197][3660/3757] lr: 1.295e-02, eta: 2 days, 3:33:01, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7367, loss_cls: 2.0908, loss: 2.0908, grad_norm: 4.6867 2020-08-06 01:52:33,731 - mmaction - INFO - Epoch [197][3680/3757] lr: 1.295e-02, eta: 2 days, 3:32:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7375, loss_cls: 2.1915, loss: 2.1915, grad_norm: 4.9868 2020-08-06 01:52:49,534 - mmaction - INFO - Epoch [197][3700/3757] lr: 1.295e-02, eta: 2 days, 3:32:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7438, loss_cls: 2.1632, loss: 2.1632, grad_norm: 4.8024 2020-08-06 01:53:05,344 - mmaction - INFO - Epoch [197][3720/3757] lr: 1.295e-02, eta: 2 days, 3:32:08, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7188, loss_cls: 2.2543, loss: 2.2543, grad_norm: 4.7993 2020-08-06 01:53:21,132 - mmaction - INFO - Epoch [197][3740/3757] lr: 1.295e-02, eta: 2 days, 3:31:51, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1399, loss: 2.1399, grad_norm: 4.5695 2020-08-06 01:55:51,621 - mmaction - INFO - Epoch [198][20/3757] lr: 1.254e-02, eta: 2 days, 3:32:48, time: 6.712, data_time: 5.895, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7375, loss_cls: 2.1890, loss: 2.1890, grad_norm: 4.7650 2020-08-06 01:56:07,509 - mmaction - INFO - Epoch [198][40/3757] lr: 1.254e-02, eta: 2 days, 3:32:31, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7422, loss_cls: 2.1506, loss: 2.1506, grad_norm: 4.7996 2020-08-06 01:56:23,195 - mmaction - INFO - Epoch [198][60/3757] lr: 1.254e-02, eta: 2 days, 3:32:13, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7367, loss_cls: 2.1561, loss: 2.1561, grad_norm: 4.7417 2020-08-06 01:56:38,985 - mmaction - INFO - Epoch [198][80/3757] lr: 1.254e-02, eta: 2 days, 3:31:55, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7211, loss_cls: 2.2483, loss: 2.2483, grad_norm: 4.8700 2020-08-06 01:56:54,840 - mmaction - INFO - Epoch [198][100/3757] lr: 1.254e-02, eta: 2 days, 3:31:38, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7578, loss_cls: 2.0621, loss: 2.0621, grad_norm: 4.6575 2020-08-06 01:57:10,754 - mmaction - INFO - Epoch [198][120/3757] lr: 1.254e-02, eta: 2 days, 3:31:20, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7531, loss_cls: 2.0412, loss: 2.0412, grad_norm: 4.8043 2020-08-06 01:57:26,863 - mmaction - INFO - Epoch [198][140/3757] lr: 1.254e-02, eta: 2 days, 3:31:03, time: 0.806, data_time: 0.019, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7570, loss_cls: 2.1009, loss: 2.1009, grad_norm: 4.8335 2020-08-06 01:57:43,112 - mmaction - INFO - Epoch [198][160/3757] lr: 1.254e-02, eta: 2 days, 3:30:46, time: 0.812, data_time: 0.023, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7734, loss_cls: 2.0017, loss: 2.0017, grad_norm: 4.7025 2020-08-06 01:57:59,330 - mmaction - INFO - Epoch [198][180/3757] lr: 1.254e-02, eta: 2 days, 3:30:29, time: 0.812, data_time: 0.019, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7469, loss_cls: 2.1026, loss: 2.1026, grad_norm: 4.7026 2020-08-06 01:58:15,515 - mmaction - INFO - Epoch [198][200/3757] lr: 1.254e-02, eta: 2 days, 3:30:12, time: 0.809, data_time: 0.022, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7414, loss_cls: 2.1713, loss: 2.1713, grad_norm: 4.7191 2020-08-06 01:58:31,355 - mmaction - INFO - Epoch [198][220/3757] lr: 1.254e-02, eta: 2 days, 3:29:54, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7336, loss_cls: 2.1859, loss: 2.1859, grad_norm: 4.9273 2020-08-06 01:58:47,216 - mmaction - INFO - Epoch [198][240/3757] lr: 1.254e-02, eta: 2 days, 3:29:37, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7305, loss_cls: 2.1545, loss: 2.1545, grad_norm: 4.8684 2020-08-06 01:59:03,018 - mmaction - INFO - Epoch [198][260/3757] lr: 1.254e-02, eta: 2 days, 3:29:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7664, loss_cls: 2.0682, loss: 2.0682, grad_norm: 4.7403 2020-08-06 01:59:18,899 - mmaction - INFO - Epoch [198][280/3757] lr: 1.254e-02, eta: 2 days, 3:29:02, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7430, loss_cls: 2.1312, loss: 2.1312, grad_norm: 4.7225 2020-08-06 01:59:34,763 - mmaction - INFO - Epoch [198][300/3757] lr: 1.254e-02, eta: 2 days, 3:28:44, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7469, loss_cls: 2.1119, loss: 2.1119, grad_norm: 4.6717 2020-08-06 01:59:50,589 - mmaction - INFO - Epoch [198][320/3757] lr: 1.254e-02, eta: 2 days, 3:28:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1611, loss: 2.1611, grad_norm: 4.7966 2020-08-06 02:00:10,160 - mmaction - INFO - Epoch [198][340/3757] lr: 1.254e-02, eta: 2 days, 3:28:12, time: 0.969, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7367, loss_cls: 2.0794, loss: 2.0794, grad_norm: 4.6596 2020-08-06 02:00:25,888 - mmaction - INFO - Epoch [198][360/3757] lr: 1.254e-02, eta: 2 days, 3:27:55, time: 0.796, data_time: 0.011, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7477, loss_cls: 2.0896, loss: 2.0896, grad_norm: 4.7314 2020-08-06 02:00:41,785 - mmaction - INFO - Epoch [198][380/3757] lr: 1.254e-02, eta: 2 days, 3:27:37, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7438, loss_cls: 2.1313, loss: 2.1313, grad_norm: 4.9690 2020-08-06 02:00:57,617 - mmaction - INFO - Epoch [198][400/3757] lr: 1.254e-02, eta: 2 days, 3:27:20, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7305, loss_cls: 2.1464, loss: 2.1464, grad_norm: 4.7400 2020-08-06 02:01:13,418 - mmaction - INFO - Epoch [198][420/3757] lr: 1.254e-02, eta: 2 days, 3:27:02, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7539, loss_cls: 2.0605, loss: 2.0605, grad_norm: 4.8320 2020-08-06 02:01:29,285 - mmaction - INFO - Epoch [198][440/3757] lr: 1.254e-02, eta: 2 days, 3:26:45, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7695, loss_cls: 1.9951, loss: 1.9951, grad_norm: 4.6370 2020-08-06 02:01:45,161 - mmaction - INFO - Epoch [198][460/3757] lr: 1.254e-02, eta: 2 days, 3:26:27, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7547, loss_cls: 2.0692, loss: 2.0692, grad_norm: 4.8506 2020-08-06 02:02:00,983 - mmaction - INFO - Epoch [198][480/3757] lr: 1.254e-02, eta: 2 days, 3:26:10, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7430, loss_cls: 2.1009, loss: 2.1009, grad_norm: 4.8770 2020-08-06 02:02:16,802 - mmaction - INFO - Epoch [198][500/3757] lr: 1.254e-02, eta: 2 days, 3:25:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7570, loss_cls: 2.0412, loss: 2.0412, grad_norm: 4.7532 2020-08-06 02:02:32,644 - mmaction - INFO - Epoch [198][520/3757] lr: 1.254e-02, eta: 2 days, 3:25:34, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7391, loss_cls: 2.1502, loss: 2.1502, grad_norm: 4.7344 2020-08-06 02:02:48,453 - mmaction - INFO - Epoch [198][540/3757] lr: 1.254e-02, eta: 2 days, 3:25:17, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7367, loss_cls: 2.2092, loss: 2.2092, grad_norm: 4.8549 2020-08-06 02:03:07,900 - mmaction - INFO - Epoch [198][560/3757] lr: 1.254e-02, eta: 2 days, 3:25:02, time: 0.972, data_time: 0.182, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7492, loss_cls: 2.1250, loss: 2.1250, grad_norm: 4.7084 2020-08-06 02:03:23,785 - mmaction - INFO - Epoch [198][580/3757] lr: 1.254e-02, eta: 2 days, 3:24:45, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7547, loss_cls: 2.1362, loss: 2.1362, grad_norm: 4.6997 2020-08-06 02:03:39,518 - mmaction - INFO - Epoch [198][600/3757] lr: 1.254e-02, eta: 2 days, 3:24:27, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7359, loss_cls: 2.2015, loss: 2.2015, grad_norm: 4.6529 2020-08-06 02:03:55,408 - mmaction - INFO - Epoch [198][620/3757] lr: 1.254e-02, eta: 2 days, 3:24:10, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7555, loss_cls: 2.0935, loss: 2.0935, grad_norm: 4.8011 2020-08-06 02:04:11,206 - mmaction - INFO - Epoch [198][640/3757] lr: 1.254e-02, eta: 2 days, 3:23:52, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 2.0607, loss: 2.0607, grad_norm: 4.7748 2020-08-06 02:04:27,019 - mmaction - INFO - Epoch [198][660/3757] lr: 1.254e-02, eta: 2 days, 3:23:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7391, loss_cls: 2.1800, loss: 2.1800, grad_norm: 4.7843 2020-08-06 02:04:42,731 - mmaction - INFO - Epoch [198][680/3757] lr: 1.254e-02, eta: 2 days, 3:23:17, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7578, loss_cls: 2.0222, loss: 2.0222, grad_norm: 4.6909 2020-08-06 02:04:58,626 - mmaction - INFO - Epoch [198][700/3757] lr: 1.254e-02, eta: 2 days, 3:23:00, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7438, loss_cls: 2.0999, loss: 2.0999, grad_norm: 4.7649 2020-08-06 02:05:14,322 - mmaction - INFO - Epoch [198][720/3757] lr: 1.254e-02, eta: 2 days, 3:22:42, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7297, loss_cls: 2.1195, loss: 2.1195, grad_norm: 4.6460 2020-08-06 02:05:30,121 - mmaction - INFO - Epoch [198][740/3757] lr: 1.254e-02, eta: 2 days, 3:22:25, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7555, loss_cls: 2.0280, loss: 2.0280, grad_norm: 4.6935 2020-08-06 02:05:45,879 - mmaction - INFO - Epoch [198][760/3757] lr: 1.254e-02, eta: 2 days, 3:22:07, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7258, loss_cls: 2.1993, loss: 2.1993, grad_norm: 4.9325 2020-08-06 02:06:01,677 - mmaction - INFO - Epoch [198][780/3757] lr: 1.254e-02, eta: 2 days, 3:21:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0687, loss: 2.0687, grad_norm: 4.7427 2020-08-06 02:06:17,574 - mmaction - INFO - Epoch [198][800/3757] lr: 1.254e-02, eta: 2 days, 3:21:32, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7422, loss_cls: 2.1527, loss: 2.1527, grad_norm: 4.7999 2020-08-06 02:06:33,356 - mmaction - INFO - Epoch [198][820/3757] lr: 1.254e-02, eta: 2 days, 3:21:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7398, loss_cls: 2.1098, loss: 2.1098, grad_norm: 4.8340 2020-08-06 02:06:49,147 - mmaction - INFO - Epoch [198][840/3757] lr: 1.254e-02, eta: 2 days, 3:20:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7328, loss_cls: 2.1807, loss: 2.1807, grad_norm: 4.9017 2020-08-06 02:07:05,022 - mmaction - INFO - Epoch [198][860/3757] lr: 1.254e-02, eta: 2 days, 3:20:39, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7484, loss_cls: 2.0888, loss: 2.0888, grad_norm: 4.7699 2020-08-06 02:07:20,855 - mmaction - INFO - Epoch [198][880/3757] lr: 1.254e-02, eta: 2 days, 3:20:22, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7664, loss_cls: 2.0215, loss: 2.0215, grad_norm: 4.6879 2020-08-06 02:07:36,794 - mmaction - INFO - Epoch [198][900/3757] lr: 1.254e-02, eta: 2 days, 3:20:04, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7516, loss_cls: 2.0524, loss: 2.0524, grad_norm: 4.7713 2020-08-06 02:07:52,541 - mmaction - INFO - Epoch [198][920/3757] lr: 1.254e-02, eta: 2 days, 3:19:47, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7492, loss_cls: 2.1159, loss: 2.1159, grad_norm: 4.7943 2020-08-06 02:08:08,351 - mmaction - INFO - Epoch [198][940/3757] lr: 1.254e-02, eta: 2 days, 3:19:29, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7469, loss_cls: 2.0588, loss: 2.0588, grad_norm: 4.8219 2020-08-06 02:08:24,200 - mmaction - INFO - Epoch [198][960/3757] lr: 1.254e-02, eta: 2 days, 3:19:12, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7133, loss_cls: 2.2735, loss: 2.2735, grad_norm: 4.8128 2020-08-06 02:08:39,999 - mmaction - INFO - Epoch [198][980/3757] lr: 1.254e-02, eta: 2 days, 3:18:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7523, loss_cls: 2.0966, loss: 2.0966, grad_norm: 4.7971 2020-08-06 02:08:55,931 - mmaction - INFO - Epoch [198][1000/3757] lr: 1.254e-02, eta: 2 days, 3:18:37, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7328, loss_cls: 2.2083, loss: 2.2083, grad_norm: 4.8071 2020-08-06 02:09:11,922 - mmaction - INFO - Epoch [198][1020/3757] lr: 1.254e-02, eta: 2 days, 3:18:20, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7523, loss_cls: 2.0371, loss: 2.0371, grad_norm: 4.5759 2020-08-06 02:09:27,843 - mmaction - INFO - Epoch [198][1040/3757] lr: 1.254e-02, eta: 2 days, 3:18:02, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7453, loss_cls: 2.1197, loss: 2.1197, grad_norm: 4.7503 2020-08-06 02:09:43,775 - mmaction - INFO - Epoch [198][1060/3757] lr: 1.254e-02, eta: 2 days, 3:17:45, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.0534, loss: 2.0534, grad_norm: 4.7218 2020-08-06 02:09:59,748 - mmaction - INFO - Epoch [198][1080/3757] lr: 1.254e-02, eta: 2 days, 3:17:27, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7266, loss_cls: 2.2091, loss: 2.2091, grad_norm: 4.8533 2020-08-06 02:10:15,706 - mmaction - INFO - Epoch [198][1100/3757] lr: 1.254e-02, eta: 2 days, 3:17:10, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7461, loss_cls: 2.1157, loss: 2.1157, grad_norm: 4.8482 2020-08-06 02:10:31,517 - mmaction - INFO - Epoch [198][1120/3757] lr: 1.254e-02, eta: 2 days, 3:16:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7414, loss_cls: 2.1257, loss: 2.1257, grad_norm: 4.7936 2020-08-06 02:10:47,204 - mmaction - INFO - Epoch [198][1140/3757] lr: 1.254e-02, eta: 2 days, 3:16:35, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7594, loss_cls: 2.0261, loss: 2.0261, grad_norm: 4.8320 2020-08-06 02:11:03,039 - mmaction - INFO - Epoch [198][1160/3757] lr: 1.254e-02, eta: 2 days, 3:16:17, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4711, top5_acc: 0.7273, loss_cls: 2.2559, loss: 2.2559, grad_norm: 4.9789 2020-08-06 02:11:18,778 - mmaction - INFO - Epoch [198][1180/3757] lr: 1.254e-02, eta: 2 days, 3:16:00, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7539, loss_cls: 2.1400, loss: 2.1400, grad_norm: 4.8691 2020-08-06 02:11:34,647 - mmaction - INFO - Epoch [198][1200/3757] lr: 1.254e-02, eta: 2 days, 3:15:42, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7516, loss_cls: 2.0736, loss: 2.0736, grad_norm: 4.5668 2020-08-06 02:11:50,339 - mmaction - INFO - Epoch [198][1220/3757] lr: 1.254e-02, eta: 2 days, 3:15:24, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7500, loss_cls: 2.0461, loss: 2.0461, grad_norm: 4.5824 2020-08-06 02:12:06,133 - mmaction - INFO - Epoch [198][1240/3757] lr: 1.254e-02, eta: 2 days, 3:15:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7266, loss_cls: 2.1879, loss: 2.1879, grad_norm: 4.7530 2020-08-06 02:12:21,808 - mmaction - INFO - Epoch [198][1260/3757] lr: 1.254e-02, eta: 2 days, 3:14:49, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7383, loss_cls: 2.1631, loss: 2.1631, grad_norm: 4.8028 2020-08-06 02:12:37,580 - mmaction - INFO - Epoch [198][1280/3757] lr: 1.254e-02, eta: 2 days, 3:14:32, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 1.9318, loss: 1.9318, grad_norm: 4.6767 2020-08-06 02:12:53,435 - mmaction - INFO - Epoch [198][1300/3757] lr: 1.254e-02, eta: 2 days, 3:14:14, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7445, loss_cls: 2.1393, loss: 2.1393, grad_norm: 4.8958 2020-08-06 02:13:09,113 - mmaction - INFO - Epoch [198][1320/3757] lr: 1.254e-02, eta: 2 days, 3:13:57, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7383, loss_cls: 2.1224, loss: 2.1224, grad_norm: 4.7591 2020-08-06 02:13:24,865 - mmaction - INFO - Epoch [198][1340/3757] lr: 1.254e-02, eta: 2 days, 3:13:39, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7250, loss_cls: 2.2223, loss: 2.2223, grad_norm: 4.8214 2020-08-06 02:13:40,519 - mmaction - INFO - Epoch [198][1360/3757] lr: 1.254e-02, eta: 2 days, 3:13:21, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7461, loss_cls: 2.1256, loss: 2.1256, grad_norm: 4.7436 2020-08-06 02:13:56,337 - mmaction - INFO - Epoch [198][1380/3757] lr: 1.254e-02, eta: 2 days, 3:13:04, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7305, loss_cls: 2.1963, loss: 2.1963, grad_norm: 4.6857 2020-08-06 02:14:12,136 - mmaction - INFO - Epoch [198][1400/3757] lr: 1.254e-02, eta: 2 days, 3:12:46, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7695, loss_cls: 2.0538, loss: 2.0538, grad_norm: 4.8195 2020-08-06 02:14:27,953 - mmaction - INFO - Epoch [198][1420/3757] lr: 1.254e-02, eta: 2 days, 3:12:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7578, loss_cls: 2.0938, loss: 2.0938, grad_norm: 4.8049 2020-08-06 02:14:43,822 - mmaction - INFO - Epoch [198][1440/3757] lr: 1.254e-02, eta: 2 days, 3:12:11, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7258, loss_cls: 2.2336, loss: 2.2336, grad_norm: 4.8751 2020-08-06 02:14:59,575 - mmaction - INFO - Epoch [198][1460/3757] lr: 1.254e-02, eta: 2 days, 3:11:54, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7305, loss_cls: 2.1146, loss: 2.1146, grad_norm: 4.6626 2020-08-06 02:15:15,368 - mmaction - INFO - Epoch [198][1480/3757] lr: 1.254e-02, eta: 2 days, 3:11:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7352, loss_cls: 2.1282, loss: 2.1282, grad_norm: 4.7026 2020-08-06 02:15:31,187 - mmaction - INFO - Epoch [198][1500/3757] lr: 1.254e-02, eta: 2 days, 3:11:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7352, loss_cls: 2.2122, loss: 2.2122, grad_norm: 4.7058 2020-08-06 02:15:46,997 - mmaction - INFO - Epoch [198][1520/3757] lr: 1.254e-02, eta: 2 days, 3:11:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7461, loss_cls: 2.1153, loss: 2.1153, grad_norm: 4.9416 2020-08-06 02:16:02,789 - mmaction - INFO - Epoch [198][1540/3757] lr: 1.254e-02, eta: 2 days, 3:10:44, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7648, loss_cls: 2.0466, loss: 2.0466, grad_norm: 4.8091 2020-08-06 02:16:18,586 - mmaction - INFO - Epoch [198][1560/3757] lr: 1.254e-02, eta: 2 days, 3:10:26, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7477, loss_cls: 2.0597, loss: 2.0597, grad_norm: 4.9778 2020-08-06 02:16:34,373 - mmaction - INFO - Epoch [198][1580/3757] lr: 1.254e-02, eta: 2 days, 3:10:09, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.1265, loss: 2.1265, grad_norm: 4.8244 2020-08-06 02:16:50,221 - mmaction - INFO - Epoch [198][1600/3757] lr: 1.254e-02, eta: 2 days, 3:09:51, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7602, loss_cls: 2.1187, loss: 2.1187, grad_norm: 4.8441 2020-08-06 02:17:06,154 - mmaction - INFO - Epoch [198][1620/3757] lr: 1.254e-02, eta: 2 days, 3:09:34, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7391, loss_cls: 2.1170, loss: 2.1170, grad_norm: 4.8817 2020-08-06 02:17:21,967 - mmaction - INFO - Epoch [198][1640/3757] lr: 1.254e-02, eta: 2 days, 3:09:16, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7195, loss_cls: 2.1893, loss: 2.1893, grad_norm: 4.7306 2020-08-06 02:17:37,827 - mmaction - INFO - Epoch [198][1660/3757] lr: 1.254e-02, eta: 2 days, 3:08:59, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7453, loss_cls: 2.1327, loss: 2.1327, grad_norm: 4.8121 2020-08-06 02:17:53,698 - mmaction - INFO - Epoch [198][1680/3757] lr: 1.254e-02, eta: 2 days, 3:08:41, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7555, loss_cls: 2.0529, loss: 2.0529, grad_norm: 4.6866 2020-08-06 02:18:09,475 - mmaction - INFO - Epoch [198][1700/3757] lr: 1.254e-02, eta: 2 days, 3:08:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7422, loss_cls: 2.0822, loss: 2.0822, grad_norm: 4.7976 2020-08-06 02:18:25,299 - mmaction - INFO - Epoch [198][1720/3757] lr: 1.254e-02, eta: 2 days, 3:08:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7438, loss_cls: 2.1330, loss: 2.1330, grad_norm: 4.7996 2020-08-06 02:18:41,082 - mmaction - INFO - Epoch [198][1740/3757] lr: 1.254e-02, eta: 2 days, 3:07:49, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7422, loss_cls: 2.1498, loss: 2.1498, grad_norm: 4.9369 2020-08-06 02:18:56,892 - mmaction - INFO - Epoch [198][1760/3757] lr: 1.254e-02, eta: 2 days, 3:07:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7477, loss_cls: 2.1290, loss: 2.1290, grad_norm: 4.8080 2020-08-06 02:19:12,660 - mmaction - INFO - Epoch [198][1780/3757] lr: 1.254e-02, eta: 2 days, 3:07:13, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7492, loss_cls: 2.1114, loss: 2.1114, grad_norm: 4.7534 2020-08-06 02:19:28,498 - mmaction - INFO - Epoch [198][1800/3757] lr: 1.254e-02, eta: 2 days, 3:06:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7141, loss_cls: 2.2474, loss: 2.2474, grad_norm: 4.8704 2020-08-06 02:19:44,362 - mmaction - INFO - Epoch [198][1820/3757] lr: 1.254e-02, eta: 2 days, 3:06:38, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.0717, loss: 2.0717, grad_norm: 4.7810 2020-08-06 02:20:00,184 - mmaction - INFO - Epoch [198][1840/3757] lr: 1.254e-02, eta: 2 days, 3:06:21, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7383, loss_cls: 2.1104, loss: 2.1104, grad_norm: 4.8769 2020-08-06 02:20:16,012 - mmaction - INFO - Epoch [198][1860/3757] lr: 1.254e-02, eta: 2 days, 3:06:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7680, loss_cls: 2.0614, loss: 2.0614, grad_norm: 4.8481 2020-08-06 02:20:31,945 - mmaction - INFO - Epoch [198][1880/3757] lr: 1.254e-02, eta: 2 days, 3:05:46, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7406, loss_cls: 2.1401, loss: 2.1401, grad_norm: 4.8632 2020-08-06 02:20:47,653 - mmaction - INFO - Epoch [198][1900/3757] lr: 1.254e-02, eta: 2 days, 3:05:28, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7430, loss_cls: 2.0826, loss: 2.0826, grad_norm: 4.6591 2020-08-06 02:21:03,491 - mmaction - INFO - Epoch [198][1920/3757] lr: 1.254e-02, eta: 2 days, 3:05:11, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7453, loss_cls: 2.1571, loss: 2.1571, grad_norm: 4.9275 2020-08-06 02:21:19,246 - mmaction - INFO - Epoch [198][1940/3757] lr: 1.254e-02, eta: 2 days, 3:04:53, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7430, loss_cls: 2.1254, loss: 2.1254, grad_norm: 4.9514 2020-08-06 02:21:35,149 - mmaction - INFO - Epoch [198][1960/3757] lr: 1.254e-02, eta: 2 days, 3:04:36, time: 0.796, data_time: 0.006, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7492, loss_cls: 2.0949, loss: 2.0949, grad_norm: 4.7290 2020-08-06 02:21:50,978 - mmaction - INFO - Epoch [198][1980/3757] lr: 1.254e-02, eta: 2 days, 3:04:18, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7227, loss_cls: 2.2035, loss: 2.2035, grad_norm: 4.9333 2020-08-06 02:22:06,853 - mmaction - INFO - Epoch [198][2000/3757] lr: 1.254e-02, eta: 2 days, 3:04:01, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7523, loss_cls: 2.0664, loss: 2.0664, grad_norm: 4.7066 2020-08-06 02:22:22,707 - mmaction - INFO - Epoch [198][2020/3757] lr: 1.254e-02, eta: 2 days, 3:03:43, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7586, loss_cls: 2.0486, loss: 2.0486, grad_norm: 4.7554 2020-08-06 02:22:38,532 - mmaction - INFO - Epoch [198][2040/3757] lr: 1.254e-02, eta: 2 days, 3:03:26, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7266, loss_cls: 2.2560, loss: 2.2560, grad_norm: 4.8630 2020-08-06 02:22:54,359 - mmaction - INFO - Epoch [198][2060/3757] lr: 1.254e-02, eta: 2 days, 3:03:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7500, loss_cls: 2.1054, loss: 2.1054, grad_norm: 4.7501 2020-08-06 02:23:10,065 - mmaction - INFO - Epoch [198][2080/3757] lr: 1.254e-02, eta: 2 days, 3:02:51, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7430, loss_cls: 2.1384, loss: 2.1384, grad_norm: 4.7119 2020-08-06 02:23:25,888 - mmaction - INFO - Epoch [198][2100/3757] lr: 1.254e-02, eta: 2 days, 3:02:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7664, loss_cls: 1.9851, loss: 1.9851, grad_norm: 4.6196 2020-08-06 02:23:41,597 - mmaction - INFO - Epoch [198][2120/3757] lr: 1.254e-02, eta: 2 days, 3:02:16, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7547, loss_cls: 2.0707, loss: 2.0707, grad_norm: 5.0279 2020-08-06 02:23:57,441 - mmaction - INFO - Epoch [198][2140/3757] lr: 1.254e-02, eta: 2 days, 3:01:58, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7492, loss_cls: 2.1610, loss: 2.1610, grad_norm: 4.8478 2020-08-06 02:24:13,219 - mmaction - INFO - Epoch [198][2160/3757] lr: 1.254e-02, eta: 2 days, 3:01:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7305, loss_cls: 2.1462, loss: 2.1462, grad_norm: 4.7423 2020-08-06 02:24:28,944 - mmaction - INFO - Epoch [198][2180/3757] lr: 1.254e-02, eta: 2 days, 3:01:23, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7625, loss_cls: 2.0570, loss: 2.0570, grad_norm: 4.8524 2020-08-06 02:24:44,790 - mmaction - INFO - Epoch [198][2200/3757] lr: 1.254e-02, eta: 2 days, 3:01:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7312, loss_cls: 2.1711, loss: 2.1711, grad_norm: 4.8822 2020-08-06 02:25:00,639 - mmaction - INFO - Epoch [198][2220/3757] lr: 1.254e-02, eta: 2 days, 3:00:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7273, loss_cls: 2.1678, loss: 2.1678, grad_norm: 4.8457 2020-08-06 02:25:16,408 - mmaction - INFO - Epoch [198][2240/3757] lr: 1.254e-02, eta: 2 days, 3:00:31, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7406, loss_cls: 2.1685, loss: 2.1685, grad_norm: 4.7410 2020-08-06 02:25:32,287 - mmaction - INFO - Epoch [198][2260/3757] lr: 1.254e-02, eta: 2 days, 3:00:13, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7586, loss_cls: 2.0126, loss: 2.0126, grad_norm: 4.7230 2020-08-06 02:25:48,051 - mmaction - INFO - Epoch [198][2280/3757] lr: 1.254e-02, eta: 2 days, 2:59:56, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4617, top5_acc: 0.7289, loss_cls: 2.3289, loss: 2.3289, grad_norm: 5.1543 2020-08-06 02:26:03,789 - mmaction - INFO - Epoch [198][2300/3757] lr: 1.254e-02, eta: 2 days, 2:59:38, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7477, loss_cls: 2.1291, loss: 2.1291, grad_norm: 4.7557 2020-08-06 02:26:19,561 - mmaction - INFO - Epoch [198][2320/3757] lr: 1.254e-02, eta: 2 days, 2:59:20, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7539, loss_cls: 2.0257, loss: 2.0257, grad_norm: 4.7315 2020-08-06 02:26:35,344 - mmaction - INFO - Epoch [198][2340/3757] lr: 1.254e-02, eta: 2 days, 2:59:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7516, loss_cls: 2.1008, loss: 2.1008, grad_norm: 4.7516 2020-08-06 02:26:51,171 - mmaction - INFO - Epoch [198][2360/3757] lr: 1.254e-02, eta: 2 days, 2:58:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7383, loss_cls: 2.1249, loss: 2.1249, grad_norm: 4.7797 2020-08-06 02:27:06,969 - mmaction - INFO - Epoch [198][2380/3757] lr: 1.254e-02, eta: 2 days, 2:58:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7484, loss_cls: 2.1176, loss: 2.1176, grad_norm: 4.7761 2020-08-06 02:27:22,763 - mmaction - INFO - Epoch [198][2400/3757] lr: 1.254e-02, eta: 2 days, 2:58:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7398, loss_cls: 2.1270, loss: 2.1270, grad_norm: 4.9056 2020-08-06 02:27:38,551 - mmaction - INFO - Epoch [198][2420/3757] lr: 1.254e-02, eta: 2 days, 2:57:53, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7289, loss_cls: 2.2226, loss: 2.2226, grad_norm: 4.9563 2020-08-06 02:27:54,320 - mmaction - INFO - Epoch [198][2440/3757] lr: 1.254e-02, eta: 2 days, 2:57:35, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7430, loss_cls: 2.1595, loss: 2.1595, grad_norm: 4.9719 2020-08-06 02:28:10,209 - mmaction - INFO - Epoch [198][2460/3757] lr: 1.254e-02, eta: 2 days, 2:57:18, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.1044, loss: 2.1044, grad_norm: 4.7469 2020-08-06 02:28:25,972 - mmaction - INFO - Epoch [198][2480/3757] lr: 1.254e-02, eta: 2 days, 2:57:00, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7617, loss_cls: 2.0628, loss: 2.0628, grad_norm: 4.8431 2020-08-06 02:28:41,775 - mmaction - INFO - Epoch [198][2500/3757] lr: 1.254e-02, eta: 2 days, 2:56:43, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7195, loss_cls: 2.1935, loss: 2.1935, grad_norm: 4.7346 2020-08-06 02:28:57,563 - mmaction - INFO - Epoch [198][2520/3757] lr: 1.254e-02, eta: 2 days, 2:56:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7242, loss_cls: 2.1963, loss: 2.1963, grad_norm: 4.8357 2020-08-06 02:29:13,774 - mmaction - INFO - Epoch [198][2540/3757] lr: 1.254e-02, eta: 2 days, 2:56:08, time: 0.811, data_time: 0.004, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7422, loss_cls: 2.1041, loss: 2.1041, grad_norm: 4.7958 2020-08-06 02:29:29,522 - mmaction - INFO - Epoch [198][2560/3757] lr: 1.254e-02, eta: 2 days, 2:55:51, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7477, loss_cls: 2.1297, loss: 2.1297, grad_norm: 4.7773 2020-08-06 02:29:45,511 - mmaction - INFO - Epoch [198][2580/3757] lr: 1.254e-02, eta: 2 days, 2:55:33, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7422, loss_cls: 2.1791, loss: 2.1791, grad_norm: 4.9119 2020-08-06 02:30:01,397 - mmaction - INFO - Epoch [198][2600/3757] lr: 1.254e-02, eta: 2 days, 2:55:16, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7305, loss_cls: 2.1803, loss: 2.1803, grad_norm: 4.7422 2020-08-06 02:30:17,193 - mmaction - INFO - Epoch [198][2620/3757] lr: 1.254e-02, eta: 2 days, 2:54:58, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4820, top5_acc: 0.7211, loss_cls: 2.1845, loss: 2.1845, grad_norm: 4.7649 2020-08-06 02:30:32,994 - mmaction - INFO - Epoch [198][2640/3757] lr: 1.254e-02, eta: 2 days, 2:54:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7344, loss_cls: 2.0688, loss: 2.0688, grad_norm: 4.6250 2020-08-06 02:30:48,807 - mmaction - INFO - Epoch [198][2660/3757] lr: 1.254e-02, eta: 2 days, 2:54:23, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7500, loss_cls: 2.0383, loss: 2.0383, grad_norm: 4.7517 2020-08-06 02:31:04,644 - mmaction - INFO - Epoch [198][2680/3757] lr: 1.254e-02, eta: 2 days, 2:54:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7375, loss_cls: 2.1504, loss: 2.1504, grad_norm: 4.9489 2020-08-06 02:31:20,396 - mmaction - INFO - Epoch [198][2700/3757] lr: 1.254e-02, eta: 2 days, 2:53:48, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7617, loss_cls: 2.0359, loss: 2.0359, grad_norm: 4.6568 2020-08-06 02:31:36,274 - mmaction - INFO - Epoch [198][2720/3757] lr: 1.254e-02, eta: 2 days, 2:53:31, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7344, loss_cls: 2.1468, loss: 2.1468, grad_norm: 4.7735 2020-08-06 02:31:51,989 - mmaction - INFO - Epoch [198][2740/3757] lr: 1.254e-02, eta: 2 days, 2:53:13, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.2295, loss: 2.2295, grad_norm: 5.0080 2020-08-06 02:32:07,834 - mmaction - INFO - Epoch [198][2760/3757] lr: 1.254e-02, eta: 2 days, 2:52:56, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7219, loss_cls: 2.2447, loss: 2.2447, grad_norm: 4.9050 2020-08-06 02:32:23,646 - mmaction - INFO - Epoch [198][2780/3757] lr: 1.254e-02, eta: 2 days, 2:52:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7562, loss_cls: 2.1025, loss: 2.1025, grad_norm: 4.9594 2020-08-06 02:32:39,565 - mmaction - INFO - Epoch [198][2800/3757] lr: 1.254e-02, eta: 2 days, 2:52:21, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7289, loss_cls: 2.1928, loss: 2.1928, grad_norm: 4.9677 2020-08-06 02:32:55,401 - mmaction - INFO - Epoch [198][2820/3757] lr: 1.254e-02, eta: 2 days, 2:52:03, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7680, loss_cls: 2.0354, loss: 2.0354, grad_norm: 4.7325 2020-08-06 02:33:11,154 - mmaction - INFO - Epoch [198][2840/3757] lr: 1.254e-02, eta: 2 days, 2:51:46, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7328, loss_cls: 2.2023, loss: 2.2023, grad_norm: 4.9203 2020-08-06 02:33:27,017 - mmaction - INFO - Epoch [198][2860/3757] lr: 1.254e-02, eta: 2 days, 2:51:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7641, loss_cls: 2.0723, loss: 2.0723, grad_norm: 4.7959 2020-08-06 02:33:42,835 - mmaction - INFO - Epoch [198][2880/3757] lr: 1.254e-02, eta: 2 days, 2:51:11, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7422, loss_cls: 2.1423, loss: 2.1423, grad_norm: 4.6972 2020-08-06 02:33:58,633 - mmaction - INFO - Epoch [198][2900/3757] lr: 1.254e-02, eta: 2 days, 2:50:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7383, loss_cls: 2.1178, loss: 2.1178, grad_norm: 4.9064 2020-08-06 02:34:14,446 - mmaction - INFO - Epoch [198][2920/3757] lr: 1.254e-02, eta: 2 days, 2:50:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7406, loss_cls: 2.0868, loss: 2.0868, grad_norm: 4.7676 2020-08-06 02:34:30,199 - mmaction - INFO - Epoch [198][2940/3757] lr: 1.254e-02, eta: 2 days, 2:50:18, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7383, loss_cls: 2.2049, loss: 2.2049, grad_norm: 4.7754 2020-08-06 02:34:46,022 - mmaction - INFO - Epoch [198][2960/3757] lr: 1.254e-02, eta: 2 days, 2:50:01, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7352, loss_cls: 2.2138, loss: 2.2138, grad_norm: 4.9264 2020-08-06 02:35:01,924 - mmaction - INFO - Epoch [198][2980/3757] lr: 1.254e-02, eta: 2 days, 2:49:43, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7492, loss_cls: 2.1310, loss: 2.1310, grad_norm: 4.7736 2020-08-06 02:35:17,710 - mmaction - INFO - Epoch [198][3000/3757] lr: 1.254e-02, eta: 2 days, 2:49:26, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7461, loss_cls: 2.1022, loss: 2.1022, grad_norm: 4.9254 2020-08-06 02:35:33,529 - mmaction - INFO - Epoch [198][3020/3757] lr: 1.254e-02, eta: 2 days, 2:49:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7336, loss_cls: 2.1827, loss: 2.1827, grad_norm: 4.7961 2020-08-06 02:35:49,393 - mmaction - INFO - Epoch [198][3040/3757] lr: 1.254e-02, eta: 2 days, 2:48:51, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7141, loss_cls: 2.2069, loss: 2.2069, grad_norm: 4.7427 2020-08-06 02:36:05,194 - mmaction - INFO - Epoch [198][3060/3757] lr: 1.254e-02, eta: 2 days, 2:48:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7227, loss_cls: 2.1975, loss: 2.1975, grad_norm: 4.8088 2020-08-06 02:36:21,061 - mmaction - INFO - Epoch [198][3080/3757] lr: 1.254e-02, eta: 2 days, 2:48:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.2420, loss: 2.2420, grad_norm: 4.8638 2020-08-06 02:36:36,869 - mmaction - INFO - Epoch [198][3100/3757] lr: 1.254e-02, eta: 2 days, 2:47:58, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7727, loss_cls: 2.0720, loss: 2.0720, grad_norm: 4.7021 2020-08-06 02:36:52,665 - mmaction - INFO - Epoch [198][3120/3757] lr: 1.254e-02, eta: 2 days, 2:47:41, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7484, loss_cls: 2.1584, loss: 2.1584, grad_norm: 4.9411 2020-08-06 02:37:08,448 - mmaction - INFO - Epoch [198][3140/3757] lr: 1.254e-02, eta: 2 days, 2:47:23, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7438, loss_cls: 2.1059, loss: 2.1059, grad_norm: 4.7378 2020-08-06 02:37:24,297 - mmaction - INFO - Epoch [198][3160/3757] lr: 1.254e-02, eta: 2 days, 2:47:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7414, loss_cls: 2.1321, loss: 2.1321, grad_norm: 4.7315 2020-08-06 02:37:40,087 - mmaction - INFO - Epoch [198][3180/3757] lr: 1.254e-02, eta: 2 days, 2:46:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7492, loss_cls: 2.1010, loss: 2.1010, grad_norm: 4.7865 2020-08-06 02:37:55,883 - mmaction - INFO - Epoch [198][3200/3757] lr: 1.254e-02, eta: 2 days, 2:46:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7508, loss_cls: 2.0908, loss: 2.0908, grad_norm: 4.7235 2020-08-06 02:38:11,691 - mmaction - INFO - Epoch [198][3220/3757] lr: 1.254e-02, eta: 2 days, 2:46:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7438, loss_cls: 2.1039, loss: 2.1039, grad_norm: 4.7134 2020-08-06 02:38:27,439 - mmaction - INFO - Epoch [198][3240/3757] lr: 1.254e-02, eta: 2 days, 2:45:56, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7570, loss_cls: 2.1276, loss: 2.1276, grad_norm: 4.7648 2020-08-06 02:38:43,269 - mmaction - INFO - Epoch [198][3260/3757] lr: 1.254e-02, eta: 2 days, 2:45:38, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7250, loss_cls: 2.2289, loss: 2.2289, grad_norm: 4.9900 2020-08-06 02:38:59,111 - mmaction - INFO - Epoch [198][3280/3757] lr: 1.254e-02, eta: 2 days, 2:45:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7367, loss_cls: 2.1550, loss: 2.1550, grad_norm: 4.7211 2020-08-06 02:39:14,975 - mmaction - INFO - Epoch [198][3300/3757] lr: 1.254e-02, eta: 2 days, 2:45:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7477, loss_cls: 2.1627, loss: 2.1627, grad_norm: 4.8448 2020-08-06 02:39:30,867 - mmaction - INFO - Epoch [198][3320/3757] lr: 1.254e-02, eta: 2 days, 2:44:46, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7445, loss_cls: 2.1029, loss: 2.1029, grad_norm: 4.7280 2020-08-06 02:39:46,680 - mmaction - INFO - Epoch [198][3340/3757] lr: 1.254e-02, eta: 2 days, 2:44:28, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7461, loss_cls: 2.1425, loss: 2.1425, grad_norm: 4.9392 2020-08-06 02:40:02,493 - mmaction - INFO - Epoch [198][3360/3757] lr: 1.254e-02, eta: 2 days, 2:44:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7523, loss_cls: 2.1099, loss: 2.1099, grad_norm: 4.7986 2020-08-06 02:40:18,189 - mmaction - INFO - Epoch [198][3380/3757] lr: 1.254e-02, eta: 2 days, 2:43:53, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7477, loss_cls: 2.0792, loss: 2.0792, grad_norm: 4.6964 2020-08-06 02:40:34,145 - mmaction - INFO - Epoch [198][3400/3757] lr: 1.254e-02, eta: 2 days, 2:43:36, time: 0.797, data_time: 0.010, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7227, loss_cls: 2.1714, loss: 2.1714, grad_norm: 4.8516 2020-08-06 02:40:49,869 - mmaction - INFO - Epoch [198][3420/3757] lr: 1.254e-02, eta: 2 days, 2:43:18, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.4758, top5_acc: 0.7188, loss_cls: 2.2587, loss: 2.2587, grad_norm: 5.0642 2020-08-06 02:41:05,676 - mmaction - INFO - Epoch [198][3440/3757] lr: 1.254e-02, eta: 2 days, 2:43:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7461, loss_cls: 2.1009, loss: 2.1009, grad_norm: 4.7958 2020-08-06 02:41:21,573 - mmaction - INFO - Epoch [198][3460/3757] lr: 1.254e-02, eta: 2 days, 2:42:43, time: 0.795, data_time: 0.011, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7352, loss_cls: 2.1510, loss: 2.1510, grad_norm: 4.8339 2020-08-06 02:41:37,360 - mmaction - INFO - Epoch [198][3480/3757] lr: 1.254e-02, eta: 2 days, 2:42:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7375, loss_cls: 2.1833, loss: 2.1833, grad_norm: 4.8794 2020-08-06 02:41:53,136 - mmaction - INFO - Epoch [198][3500/3757] lr: 1.254e-02, eta: 2 days, 2:42:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7234, loss_cls: 2.2357, loss: 2.2357, grad_norm: 4.7893 2020-08-06 02:42:09,518 - mmaction - INFO - Epoch [198][3520/3757] lr: 1.254e-02, eta: 2 days, 2:41:51, time: 0.819, data_time: 0.003, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7391, loss_cls: 2.1610, loss: 2.1610, grad_norm: 4.7956 2020-08-06 02:42:30,167 - mmaction - INFO - Epoch [198][3540/3757] lr: 1.254e-02, eta: 2 days, 2:41:38, time: 1.032, data_time: 0.004, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7445, loss_cls: 2.0958, loss: 2.0958, grad_norm: 4.7223 2020-08-06 02:42:45,946 - mmaction - INFO - Epoch [198][3560/3757] lr: 1.254e-02, eta: 2 days, 2:41:20, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7570, loss_cls: 2.0871, loss: 2.0871, grad_norm: 4.8847 2020-08-06 02:43:03,232 - mmaction - INFO - Epoch [198][3580/3757] lr: 1.254e-02, eta: 2 days, 2:41:04, time: 0.864, data_time: 0.057, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7648, loss_cls: 2.0847, loss: 2.0847, grad_norm: 4.7854 2020-08-06 02:43:21,055 - mmaction - INFO - Epoch [198][3600/3757] lr: 1.254e-02, eta: 2 days, 2:40:48, time: 0.890, data_time: 0.004, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7242, loss_cls: 2.1984, loss: 2.1984, grad_norm: 4.9369 2020-08-06 02:43:41,734 - mmaction - INFO - Epoch [198][3620/3757] lr: 1.254e-02, eta: 2 days, 2:40:35, time: 1.035, data_time: 0.049, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7523, loss_cls: 2.1162, loss: 2.1162, grad_norm: 4.7531 2020-08-06 02:43:58,240 - mmaction - INFO - Epoch [198][3640/3757] lr: 1.254e-02, eta: 2 days, 2:40:18, time: 0.825, data_time: 0.002, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7453, loss_cls: 2.1071, loss: 2.1071, grad_norm: 4.7736 2020-08-06 02:44:14,051 - mmaction - INFO - Epoch [198][3660/3757] lr: 1.254e-02, eta: 2 days, 2:40:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7430, loss_cls: 2.1054, loss: 2.1054, grad_norm: 4.8234 2020-08-06 02:44:30,075 - mmaction - INFO - Epoch [198][3680/3757] lr: 1.254e-02, eta: 2 days, 2:39:43, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7508, loss_cls: 2.0897, loss: 2.0897, grad_norm: 4.7886 2020-08-06 02:44:45,859 - mmaction - INFO - Epoch [198][3700/3757] lr: 1.254e-02, eta: 2 days, 2:39:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7516, loss_cls: 2.1416, loss: 2.1416, grad_norm: 4.7618 2020-08-06 02:45:02,791 - mmaction - INFO - Epoch [198][3720/3757] lr: 1.254e-02, eta: 2 days, 2:39:09, time: 0.847, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7398, loss_cls: 2.1973, loss: 2.1973, grad_norm: 4.8421 2020-08-06 02:45:19,644 - mmaction - INFO - Epoch [198][3740/3757] lr: 1.254e-02, eta: 2 days, 2:38:52, time: 0.843, data_time: 0.001, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7609, loss_cls: 2.1171, loss: 2.1171, grad_norm: 4.9151 2020-08-06 02:48:16,991 - mmaction - INFO - Epoch [199][20/3757] lr: 1.214e-02, eta: 2 days, 2:40:04, time: 7.770, data_time: 6.935, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7492, loss_cls: 2.0673, loss: 2.0673, grad_norm: 4.6860 2020-08-06 02:48:32,819 - mmaction - INFO - Epoch [199][40/3757] lr: 1.214e-02, eta: 2 days, 2:39:47, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7477, loss_cls: 2.0815, loss: 2.0815, grad_norm: 4.7140 2020-08-06 02:48:48,551 - mmaction - INFO - Epoch [199][60/3757] lr: 1.214e-02, eta: 2 days, 2:39:29, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7664, loss_cls: 1.9916, loss: 1.9916, grad_norm: 4.7091 2020-08-06 02:49:04,473 - mmaction - INFO - Epoch [199][80/3757] lr: 1.214e-02, eta: 2 days, 2:39:12, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7469, loss_cls: 2.2057, loss: 2.2057, grad_norm: 4.8647 2020-08-06 02:49:20,303 - mmaction - INFO - Epoch [199][100/3757] lr: 1.214e-02, eta: 2 days, 2:38:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7391, loss_cls: 2.0796, loss: 2.0796, grad_norm: 4.8599 2020-08-06 02:49:36,157 - mmaction - INFO - Epoch [199][120/3757] lr: 1.214e-02, eta: 2 days, 2:38:37, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7539, loss_cls: 1.9999, loss: 1.9999, grad_norm: 4.8105 2020-08-06 02:49:52,042 - mmaction - INFO - Epoch [199][140/3757] lr: 1.214e-02, eta: 2 days, 2:38:19, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7461, loss_cls: 2.1422, loss: 2.1422, grad_norm: 4.8398 2020-08-06 02:50:07,852 - mmaction - INFO - Epoch [199][160/3757] lr: 1.214e-02, eta: 2 days, 2:38:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7328, loss_cls: 2.1255, loss: 2.1255, grad_norm: 4.7435 2020-08-06 02:50:23,798 - mmaction - INFO - Epoch [199][180/3757] lr: 1.214e-02, eta: 2 days, 2:37:44, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7555, loss_cls: 2.0781, loss: 2.0781, grad_norm: 4.6908 2020-08-06 02:50:39,617 - mmaction - INFO - Epoch [199][200/3757] lr: 1.214e-02, eta: 2 days, 2:37:27, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7531, loss_cls: 2.0839, loss: 2.0839, grad_norm: 4.7550 2020-08-06 02:50:55,445 - mmaction - INFO - Epoch [199][220/3757] lr: 1.214e-02, eta: 2 days, 2:37:09, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7672, loss_cls: 1.9950, loss: 1.9950, grad_norm: 4.6986 2020-08-06 02:51:11,166 - mmaction - INFO - Epoch [199][240/3757] lr: 1.214e-02, eta: 2 days, 2:36:52, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7398, loss_cls: 2.1193, loss: 2.1193, grad_norm: 4.6567 2020-08-06 02:51:27,046 - mmaction - INFO - Epoch [199][260/3757] lr: 1.214e-02, eta: 2 days, 2:36:34, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7547, loss_cls: 2.1026, loss: 2.1026, grad_norm: 4.7263 2020-08-06 02:51:42,843 - mmaction - INFO - Epoch [199][280/3757] lr: 1.214e-02, eta: 2 days, 2:36:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7281, loss_cls: 2.1592, loss: 2.1592, grad_norm: 4.8293 2020-08-06 02:51:58,753 - mmaction - INFO - Epoch [199][300/3757] lr: 1.214e-02, eta: 2 days, 2:35:59, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7398, loss_cls: 2.1009, loss: 2.1009, grad_norm: 4.7254 2020-08-06 02:52:14,576 - mmaction - INFO - Epoch [199][320/3757] lr: 1.214e-02, eta: 2 days, 2:35:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7617, loss_cls: 2.0387, loss: 2.0387, grad_norm: 4.6327 2020-08-06 02:52:30,434 - mmaction - INFO - Epoch [199][340/3757] lr: 1.214e-02, eta: 2 days, 2:35:24, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.1205, loss: 2.1205, grad_norm: 4.7718 2020-08-06 02:52:46,234 - mmaction - INFO - Epoch [199][360/3757] lr: 1.214e-02, eta: 2 days, 2:35:07, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7430, loss_cls: 2.0882, loss: 2.0882, grad_norm: 4.9163 2020-08-06 02:53:02,103 - mmaction - INFO - Epoch [199][380/3757] lr: 1.214e-02, eta: 2 days, 2:34:49, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7523, loss_cls: 2.0829, loss: 2.0829, grad_norm: 4.8802 2020-08-06 02:53:17,922 - mmaction - INFO - Epoch [199][400/3757] lr: 1.214e-02, eta: 2 days, 2:34:32, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7523, loss_cls: 2.0320, loss: 2.0320, grad_norm: 4.8217 2020-08-06 02:53:33,709 - mmaction - INFO - Epoch [199][420/3757] lr: 1.214e-02, eta: 2 days, 2:34:14, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7734, loss_cls: 2.0130, loss: 2.0130, grad_norm: 4.7208 2020-08-06 02:53:49,541 - mmaction - INFO - Epoch [199][440/3757] lr: 1.214e-02, eta: 2 days, 2:33:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7234, loss_cls: 2.2011, loss: 2.2011, grad_norm: 4.7972 2020-08-06 02:54:05,384 - mmaction - INFO - Epoch [199][460/3757] lr: 1.214e-02, eta: 2 days, 2:33:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7422, loss_cls: 2.1061, loss: 2.1061, grad_norm: 4.9445 2020-08-06 02:54:21,145 - mmaction - INFO - Epoch [199][480/3757] lr: 1.214e-02, eta: 2 days, 2:33:22, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7477, loss_cls: 2.0743, loss: 2.0743, grad_norm: 4.6373 2020-08-06 02:54:36,935 - mmaction - INFO - Epoch [199][500/3757] lr: 1.214e-02, eta: 2 days, 2:33:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7406, loss_cls: 2.1510, loss: 2.1510, grad_norm: 4.8940 2020-08-06 02:54:52,750 - mmaction - INFO - Epoch [199][520/3757] lr: 1.214e-02, eta: 2 days, 2:32:47, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7273, loss_cls: 2.1466, loss: 2.1466, grad_norm: 4.7634 2020-08-06 02:55:08,541 - mmaction - INFO - Epoch [199][540/3757] lr: 1.214e-02, eta: 2 days, 2:32:29, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7617, loss_cls: 2.0497, loss: 2.0497, grad_norm: 4.6919 2020-08-06 02:55:24,379 - mmaction - INFO - Epoch [199][560/3757] lr: 1.214e-02, eta: 2 days, 2:32:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7695, loss_cls: 1.9942, loss: 1.9942, grad_norm: 4.7564 2020-08-06 02:55:40,233 - mmaction - INFO - Epoch [199][580/3757] lr: 1.214e-02, eta: 2 days, 2:31:54, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.0899, loss: 2.0899, grad_norm: 4.8888 2020-08-06 02:55:55,967 - mmaction - INFO - Epoch [199][600/3757] lr: 1.214e-02, eta: 2 days, 2:31:37, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7680, loss_cls: 2.0351, loss: 2.0351, grad_norm: 4.8889 2020-08-06 02:56:11,784 - mmaction - INFO - Epoch [199][620/3757] lr: 1.214e-02, eta: 2 days, 2:31:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7609, loss_cls: 2.0673, loss: 2.0673, grad_norm: 4.7580 2020-08-06 02:56:27,564 - mmaction - INFO - Epoch [199][640/3757] lr: 1.214e-02, eta: 2 days, 2:31:02, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7469, loss_cls: 2.1273, loss: 2.1273, grad_norm: 4.8458 2020-08-06 02:56:43,416 - mmaction - INFO - Epoch [199][660/3757] lr: 1.214e-02, eta: 2 days, 2:30:44, time: 0.793, data_time: 0.007, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7695, loss_cls: 1.9737, loss: 1.9737, grad_norm: 4.6400 2020-08-06 02:56:59,215 - mmaction - INFO - Epoch [199][680/3757] lr: 1.214e-02, eta: 2 days, 2:30:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7398, loss_cls: 2.1290, loss: 2.1290, grad_norm: 4.8678 2020-08-06 02:57:15,081 - mmaction - INFO - Epoch [199][700/3757] lr: 1.214e-02, eta: 2 days, 2:30:09, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7477, loss_cls: 2.1601, loss: 2.1601, grad_norm: 5.0282 2020-08-06 02:57:30,970 - mmaction - INFO - Epoch [199][720/3757] lr: 1.214e-02, eta: 2 days, 2:29:52, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7375, loss_cls: 2.0885, loss: 2.0885, grad_norm: 4.8089 2020-08-06 02:57:46,750 - mmaction - INFO - Epoch [199][740/3757] lr: 1.214e-02, eta: 2 days, 2:29:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7305, loss_cls: 2.1322, loss: 2.1322, grad_norm: 4.8482 2020-08-06 02:58:02,521 - mmaction - INFO - Epoch [199][760/3757] lr: 1.214e-02, eta: 2 days, 2:29:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7539, loss_cls: 2.0887, loss: 2.0887, grad_norm: 4.8551 2020-08-06 02:58:18,325 - mmaction - INFO - Epoch [199][780/3757] lr: 1.214e-02, eta: 2 days, 2:28:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7555, loss_cls: 2.1052, loss: 2.1052, grad_norm: 4.9602 2020-08-06 02:58:34,149 - mmaction - INFO - Epoch [199][800/3757] lr: 1.214e-02, eta: 2 days, 2:28:42, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7578, loss_cls: 2.0401, loss: 2.0401, grad_norm: 4.7811 2020-08-06 02:58:50,009 - mmaction - INFO - Epoch [199][820/3757] lr: 1.214e-02, eta: 2 days, 2:28:24, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7312, loss_cls: 2.1358, loss: 2.1358, grad_norm: 4.7145 2020-08-06 02:59:05,817 - mmaction - INFO - Epoch [199][840/3757] lr: 1.214e-02, eta: 2 days, 2:28:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7375, loss_cls: 2.1940, loss: 2.1940, grad_norm: 4.9004 2020-08-06 02:59:21,573 - mmaction - INFO - Epoch [199][860/3757] lr: 1.214e-02, eta: 2 days, 2:27:49, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7570, loss_cls: 2.0877, loss: 2.0877, grad_norm: 4.8426 2020-08-06 02:59:37,401 - mmaction - INFO - Epoch [199][880/3757] lr: 1.214e-02, eta: 2 days, 2:27:32, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7477, loss_cls: 2.0960, loss: 2.0960, grad_norm: 4.8705 2020-08-06 02:59:53,252 - mmaction - INFO - Epoch [199][900/3757] lr: 1.214e-02, eta: 2 days, 2:27:14, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7531, loss_cls: 2.0949, loss: 2.0949, grad_norm: 4.8358 2020-08-06 03:00:13,142 - mmaction - INFO - Epoch [199][920/3757] lr: 1.214e-02, eta: 2 days, 2:27:00, time: 0.993, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7328, loss_cls: 2.2204, loss: 2.2204, grad_norm: 4.8995 2020-08-06 03:00:28,947 - mmaction - INFO - Epoch [199][940/3757] lr: 1.214e-02, eta: 2 days, 2:26:43, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.1735, loss: 2.1735, grad_norm: 4.9174 2020-08-06 03:00:44,745 - mmaction - INFO - Epoch [199][960/3757] lr: 1.214e-02, eta: 2 days, 2:26:25, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7555, loss_cls: 2.0460, loss: 2.0460, grad_norm: 4.7458 2020-08-06 03:01:00,579 - mmaction - INFO - Epoch [199][980/3757] lr: 1.214e-02, eta: 2 days, 2:26:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7266, loss_cls: 2.2317, loss: 2.2317, grad_norm: 4.9281 2020-08-06 03:01:20,136 - mmaction - INFO - Epoch [199][1000/3757] lr: 1.214e-02, eta: 2 days, 2:25:53, time: 0.978, data_time: 0.187, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7391, loss_cls: 2.1084, loss: 2.1084, grad_norm: 4.7707 2020-08-06 03:01:35,965 - mmaction - INFO - Epoch [199][1020/3757] lr: 1.214e-02, eta: 2 days, 2:25:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7461, loss_cls: 2.1226, loss: 2.1226, grad_norm: 4.8460 2020-08-06 03:01:51,723 - mmaction - INFO - Epoch [199][1040/3757] lr: 1.214e-02, eta: 2 days, 2:25:18, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7516, loss_cls: 2.0583, loss: 2.0583, grad_norm: 4.6576 2020-08-06 03:02:07,677 - mmaction - INFO - Epoch [199][1060/3757] lr: 1.214e-02, eta: 2 days, 2:25:01, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7547, loss_cls: 2.0840, loss: 2.0840, grad_norm: 4.8237 2020-08-06 03:02:23,541 - mmaction - INFO - Epoch [199][1080/3757] lr: 1.214e-02, eta: 2 days, 2:24:43, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7320, loss_cls: 2.0945, loss: 2.0945, grad_norm: 4.8122 2020-08-06 03:02:39,296 - mmaction - INFO - Epoch [199][1100/3757] lr: 1.214e-02, eta: 2 days, 2:24:26, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.2041, loss: 2.2041, grad_norm: 4.7438 2020-08-06 03:02:55,255 - mmaction - INFO - Epoch [199][1120/3757] lr: 1.214e-02, eta: 2 days, 2:24:08, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7359, loss_cls: 2.1238, loss: 2.1238, grad_norm: 4.8928 2020-08-06 03:03:11,053 - mmaction - INFO - Epoch [199][1140/3757] lr: 1.214e-02, eta: 2 days, 2:23:51, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7461, loss_cls: 2.1283, loss: 2.1283, grad_norm: 4.7652 2020-08-06 03:03:26,916 - mmaction - INFO - Epoch [199][1160/3757] lr: 1.214e-02, eta: 2 days, 2:23:33, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7516, loss_cls: 2.0593, loss: 2.0593, grad_norm: 4.7821 2020-08-06 03:03:42,631 - mmaction - INFO - Epoch [199][1180/3757] lr: 1.214e-02, eta: 2 days, 2:23:16, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7445, loss_cls: 2.1339, loss: 2.1339, grad_norm: 4.9884 2020-08-06 03:03:58,418 - mmaction - INFO - Epoch [199][1200/3757] lr: 1.214e-02, eta: 2 days, 2:22:58, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7469, loss_cls: 2.0057, loss: 2.0057, grad_norm: 4.7993 2020-08-06 03:04:14,197 - mmaction - INFO - Epoch [199][1220/3757] lr: 1.214e-02, eta: 2 days, 2:22:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7484, loss_cls: 2.0975, loss: 2.0975, grad_norm: 4.9180 2020-08-06 03:04:29,979 - mmaction - INFO - Epoch [199][1240/3757] lr: 1.214e-02, eta: 2 days, 2:22:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7492, loss_cls: 2.0868, loss: 2.0868, grad_norm: 4.7676 2020-08-06 03:04:45,866 - mmaction - INFO - Epoch [199][1260/3757] lr: 1.214e-02, eta: 2 days, 2:22:06, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7617, loss_cls: 2.1091, loss: 2.1091, grad_norm: 4.9233 2020-08-06 03:05:01,680 - mmaction - INFO - Epoch [199][1280/3757] lr: 1.214e-02, eta: 2 days, 2:21:48, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7578, loss_cls: 2.0580, loss: 2.0580, grad_norm: 4.8407 2020-08-06 03:05:17,580 - mmaction - INFO - Epoch [199][1300/3757] lr: 1.214e-02, eta: 2 days, 2:21:31, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7336, loss_cls: 2.1499, loss: 2.1499, grad_norm: 4.9600 2020-08-06 03:05:33,416 - mmaction - INFO - Epoch [199][1320/3757] lr: 1.214e-02, eta: 2 days, 2:21:13, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7555, loss_cls: 2.0636, loss: 2.0636, grad_norm: 4.8987 2020-08-06 03:05:49,187 - mmaction - INFO - Epoch [199][1340/3757] lr: 1.214e-02, eta: 2 days, 2:20:56, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7672, loss_cls: 2.0241, loss: 2.0241, grad_norm: 4.7703 2020-08-06 03:06:05,012 - mmaction - INFO - Epoch [199][1360/3757] lr: 1.214e-02, eta: 2 days, 2:20:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7461, loss_cls: 2.1761, loss: 2.1761, grad_norm: 4.8938 2020-08-06 03:06:20,833 - mmaction - INFO - Epoch [199][1380/3757] lr: 1.214e-02, eta: 2 days, 2:20:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7461, loss_cls: 2.1414, loss: 2.1414, grad_norm: 4.9837 2020-08-06 03:06:36,697 - mmaction - INFO - Epoch [199][1400/3757] lr: 1.214e-02, eta: 2 days, 2:20:03, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7328, loss_cls: 2.1629, loss: 2.1629, grad_norm: 4.9038 2020-08-06 03:06:52,501 - mmaction - INFO - Epoch [199][1420/3757] lr: 1.214e-02, eta: 2 days, 2:19:46, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7570, loss_cls: 2.1104, loss: 2.1104, grad_norm: 4.8707 2020-08-06 03:07:08,343 - mmaction - INFO - Epoch [199][1440/3757] lr: 1.214e-02, eta: 2 days, 2:19:28, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7602, loss_cls: 2.1230, loss: 2.1230, grad_norm: 4.8877 2020-08-06 03:07:24,125 - mmaction - INFO - Epoch [199][1460/3757] lr: 1.214e-02, eta: 2 days, 2:19:11, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7484, loss_cls: 2.0868, loss: 2.0868, grad_norm: 4.8771 2020-08-06 03:07:39,919 - mmaction - INFO - Epoch [199][1480/3757] lr: 1.214e-02, eta: 2 days, 2:18:53, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7266, loss_cls: 2.2099, loss: 2.2099, grad_norm: 4.9515 2020-08-06 03:07:55,686 - mmaction - INFO - Epoch [199][1500/3757] lr: 1.214e-02, eta: 2 days, 2:18:36, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7391, loss_cls: 2.1564, loss: 2.1564, grad_norm: 4.8235 2020-08-06 03:08:11,517 - mmaction - INFO - Epoch [199][1520/3757] lr: 1.214e-02, eta: 2 days, 2:18:18, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.1312, loss: 2.1312, grad_norm: 4.8526 2020-08-06 03:08:27,272 - mmaction - INFO - Epoch [199][1540/3757] lr: 1.214e-02, eta: 2 days, 2:18:01, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7508, loss_cls: 2.0968, loss: 2.0968, grad_norm: 4.7991 2020-08-06 03:08:43,083 - mmaction - INFO - Epoch [199][1560/3757] lr: 1.214e-02, eta: 2 days, 2:17:43, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7422, loss_cls: 2.1594, loss: 2.1594, grad_norm: 4.6496 2020-08-06 03:08:58,895 - mmaction - INFO - Epoch [199][1580/3757] lr: 1.214e-02, eta: 2 days, 2:17:26, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7531, loss_cls: 2.0450, loss: 2.0450, grad_norm: 4.6989 2020-08-06 03:09:14,708 - mmaction - INFO - Epoch [199][1600/3757] lr: 1.214e-02, eta: 2 days, 2:17:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7430, loss_cls: 2.1774, loss: 2.1774, grad_norm: 4.7541 2020-08-06 03:09:30,540 - mmaction - INFO - Epoch [199][1620/3757] lr: 1.214e-02, eta: 2 days, 2:16:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7328, loss_cls: 2.1594, loss: 2.1594, grad_norm: 4.7876 2020-08-06 03:09:46,385 - mmaction - INFO - Epoch [199][1640/3757] lr: 1.214e-02, eta: 2 days, 2:16:33, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7367, loss_cls: 2.1260, loss: 2.1260, grad_norm: 4.7831 2020-08-06 03:10:02,226 - mmaction - INFO - Epoch [199][1660/3757] lr: 1.214e-02, eta: 2 days, 2:16:16, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7289, loss_cls: 2.1662, loss: 2.1662, grad_norm: 4.8778 2020-08-06 03:10:17,953 - mmaction - INFO - Epoch [199][1680/3757] lr: 1.214e-02, eta: 2 days, 2:15:58, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.1475, loss: 2.1475, grad_norm: 4.9877 2020-08-06 03:10:33,710 - mmaction - INFO - Epoch [199][1700/3757] lr: 1.214e-02, eta: 2 days, 2:15:41, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7453, loss_cls: 2.1546, loss: 2.1546, grad_norm: 4.8664 2020-08-06 03:10:49,515 - mmaction - INFO - Epoch [199][1720/3757] lr: 1.214e-02, eta: 2 days, 2:15:23, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7344, loss_cls: 2.1357, loss: 2.1357, grad_norm: 4.8382 2020-08-06 03:11:05,326 - mmaction - INFO - Epoch [199][1740/3757] lr: 1.214e-02, eta: 2 days, 2:15:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7352, loss_cls: 2.2226, loss: 2.2226, grad_norm: 4.8988 2020-08-06 03:11:21,130 - mmaction - INFO - Epoch [199][1760/3757] lr: 1.214e-02, eta: 2 days, 2:14:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7453, loss_cls: 2.1647, loss: 2.1647, grad_norm: 4.8981 2020-08-06 03:11:37,124 - mmaction - INFO - Epoch [199][1780/3757] lr: 1.214e-02, eta: 2 days, 2:14:31, time: 0.800, data_time: 0.011, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7383, loss_cls: 2.1738, loss: 2.1738, grad_norm: 4.9432 2020-08-06 03:11:52,951 - mmaction - INFO - Epoch [199][1800/3757] lr: 1.214e-02, eta: 2 days, 2:14:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7484, loss_cls: 2.1300, loss: 2.1300, grad_norm: 4.9805 2020-08-06 03:12:08,778 - mmaction - INFO - Epoch [199][1820/3757] lr: 1.214e-02, eta: 2 days, 2:13:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7570, loss_cls: 2.1127, loss: 2.1127, grad_norm: 4.7327 2020-08-06 03:12:24,561 - mmaction - INFO - Epoch [199][1840/3757] lr: 1.214e-02, eta: 2 days, 2:13:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7820, loss_cls: 1.9833, loss: 1.9833, grad_norm: 4.7398 2020-08-06 03:12:40,345 - mmaction - INFO - Epoch [199][1860/3757] lr: 1.214e-02, eta: 2 days, 2:13:21, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7383, loss_cls: 2.1382, loss: 2.1382, grad_norm: 4.8667 2020-08-06 03:12:56,185 - mmaction - INFO - Epoch [199][1880/3757] lr: 1.214e-02, eta: 2 days, 2:13:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7500, loss_cls: 2.0753, loss: 2.0753, grad_norm: 4.8316 2020-08-06 03:13:11,957 - mmaction - INFO - Epoch [199][1900/3757] lr: 1.214e-02, eta: 2 days, 2:12:46, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7609, loss_cls: 2.0597, loss: 2.0597, grad_norm: 4.8293 2020-08-06 03:13:27,842 - mmaction - INFO - Epoch [199][1920/3757] lr: 1.214e-02, eta: 2 days, 2:12:29, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7641, loss_cls: 2.0451, loss: 2.0451, grad_norm: 4.7270 2020-08-06 03:13:43,583 - mmaction - INFO - Epoch [199][1940/3757] lr: 1.214e-02, eta: 2 days, 2:12:11, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7516, loss_cls: 2.1332, loss: 2.1332, grad_norm: 4.9349 2020-08-06 03:13:59,410 - mmaction - INFO - Epoch [199][1960/3757] lr: 1.214e-02, eta: 2 days, 2:11:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7461, loss_cls: 2.1278, loss: 2.1278, grad_norm: 4.8375 2020-08-06 03:14:15,258 - mmaction - INFO - Epoch [199][1980/3757] lr: 1.214e-02, eta: 2 days, 2:11:36, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7570, loss_cls: 2.0568, loss: 2.0568, grad_norm: 4.9189 2020-08-06 03:14:31,162 - mmaction - INFO - Epoch [199][2000/3757] lr: 1.214e-02, eta: 2 days, 2:11:19, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7438, loss_cls: 2.0870, loss: 2.0870, grad_norm: 4.7597 2020-08-06 03:14:46,933 - mmaction - INFO - Epoch [199][2020/3757] lr: 1.214e-02, eta: 2 days, 2:11:01, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7477, loss_cls: 2.0904, loss: 2.0904, grad_norm: 4.8870 2020-08-06 03:15:02,844 - mmaction - INFO - Epoch [199][2040/3757] lr: 1.214e-02, eta: 2 days, 2:10:44, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7648, loss_cls: 2.0899, loss: 2.0899, grad_norm: 4.9181 2020-08-06 03:15:18,612 - mmaction - INFO - Epoch [199][2060/3757] lr: 1.214e-02, eta: 2 days, 2:10:26, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7383, loss_cls: 2.1956, loss: 2.1956, grad_norm: 4.8443 2020-08-06 03:15:34,451 - mmaction - INFO - Epoch [199][2080/3757] lr: 1.214e-02, eta: 2 days, 2:10:09, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7594, loss_cls: 2.0569, loss: 2.0569, grad_norm: 4.7204 2020-08-06 03:15:50,222 - mmaction - INFO - Epoch [199][2100/3757] lr: 1.214e-02, eta: 2 days, 2:09:51, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7266, loss_cls: 2.1618, loss: 2.1618, grad_norm: 4.9173 2020-08-06 03:16:06,077 - mmaction - INFO - Epoch [199][2120/3757] lr: 1.214e-02, eta: 2 days, 2:09:34, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7523, loss_cls: 2.0654, loss: 2.0654, grad_norm: 4.7491 2020-08-06 03:16:21,865 - mmaction - INFO - Epoch [199][2140/3757] lr: 1.214e-02, eta: 2 days, 2:09:16, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7398, loss_cls: 2.1179, loss: 2.1179, grad_norm: 4.7329 2020-08-06 03:16:37,702 - mmaction - INFO - Epoch [199][2160/3757] lr: 1.214e-02, eta: 2 days, 2:08:59, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7391, loss_cls: 2.1063, loss: 2.1063, grad_norm: 4.9449 2020-08-06 03:16:53,577 - mmaction - INFO - Epoch [199][2180/3757] lr: 1.214e-02, eta: 2 days, 2:08:41, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7469, loss_cls: 2.1503, loss: 2.1503, grad_norm: 4.8490 2020-08-06 03:17:09,390 - mmaction - INFO - Epoch [199][2200/3757] lr: 1.214e-02, eta: 2 days, 2:08:24, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7328, loss_cls: 2.2054, loss: 2.2054, grad_norm: 5.0454 2020-08-06 03:17:25,191 - mmaction - INFO - Epoch [199][2220/3757] lr: 1.214e-02, eta: 2 days, 2:08:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7211, loss_cls: 2.2188, loss: 2.2188, grad_norm: 4.9780 2020-08-06 03:17:41,164 - mmaction - INFO - Epoch [199][2240/3757] lr: 1.214e-02, eta: 2 days, 2:07:49, time: 0.799, data_time: 0.012, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7398, loss_cls: 2.1272, loss: 2.1272, grad_norm: 4.8079 2020-08-06 03:17:57,030 - mmaction - INFO - Epoch [199][2260/3757] lr: 1.214e-02, eta: 2 days, 2:07:32, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7477, loss_cls: 2.1368, loss: 2.1368, grad_norm: 4.7759 2020-08-06 03:18:12,870 - mmaction - INFO - Epoch [199][2280/3757] lr: 1.214e-02, eta: 2 days, 2:07:14, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7367, loss_cls: 2.2154, loss: 2.2154, grad_norm: 4.8346 2020-08-06 03:18:28,644 - mmaction - INFO - Epoch [199][2300/3757] lr: 1.214e-02, eta: 2 days, 2:06:57, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7406, loss_cls: 2.0848, loss: 2.0848, grad_norm: 4.9051 2020-08-06 03:18:44,477 - mmaction - INFO - Epoch [199][2320/3757] lr: 1.214e-02, eta: 2 days, 2:06:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7594, loss_cls: 2.0123, loss: 2.0123, grad_norm: 4.8230 2020-08-06 03:19:00,292 - mmaction - INFO - Epoch [199][2340/3757] lr: 1.214e-02, eta: 2 days, 2:06:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4859, top5_acc: 0.7195, loss_cls: 2.1555, loss: 2.1555, grad_norm: 4.9591 2020-08-06 03:19:16,085 - mmaction - INFO - Epoch [199][2360/3757] lr: 1.214e-02, eta: 2 days, 2:06:04, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7398, loss_cls: 2.1914, loss: 2.1914, grad_norm: 4.9307 2020-08-06 03:19:31,845 - mmaction - INFO - Epoch [199][2380/3757] lr: 1.214e-02, eta: 2 days, 2:05:47, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7172, loss_cls: 2.2268, loss: 2.2268, grad_norm: 4.8936 2020-08-06 03:19:47,606 - mmaction - INFO - Epoch [199][2400/3757] lr: 1.214e-02, eta: 2 days, 2:05:29, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7570, loss_cls: 2.0185, loss: 2.0185, grad_norm: 4.7830 2020-08-06 03:20:03,444 - mmaction - INFO - Epoch [199][2420/3757] lr: 1.214e-02, eta: 2 days, 2:05:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7414, loss_cls: 2.0868, loss: 2.0868, grad_norm: 4.7819 2020-08-06 03:20:19,187 - mmaction - INFO - Epoch [199][2440/3757] lr: 1.214e-02, eta: 2 days, 2:04:54, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7422, loss_cls: 2.1389, loss: 2.1389, grad_norm: 5.0345 2020-08-06 03:20:34,902 - mmaction - INFO - Epoch [199][2460/3757] lr: 1.214e-02, eta: 2 days, 2:04:37, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7445, loss_cls: 2.1135, loss: 2.1135, grad_norm: 4.7035 2020-08-06 03:20:50,737 - mmaction - INFO - Epoch [199][2480/3757] lr: 1.214e-02, eta: 2 days, 2:04:19, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7617, loss_cls: 2.0633, loss: 2.0633, grad_norm: 4.8910 2020-08-06 03:21:06,506 - mmaction - INFO - Epoch [199][2500/3757] lr: 1.214e-02, eta: 2 days, 2:04:02, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7461, loss_cls: 2.1197, loss: 2.1197, grad_norm: 4.9518 2020-08-06 03:21:22,274 - mmaction - INFO - Epoch [199][2520/3757] lr: 1.214e-02, eta: 2 days, 2:03:44, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7438, loss_cls: 2.1299, loss: 2.1299, grad_norm: 4.8721 2020-08-06 03:21:38,043 - mmaction - INFO - Epoch [199][2540/3757] lr: 1.214e-02, eta: 2 days, 2:03:27, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1638, loss: 2.1638, grad_norm: 4.8854 2020-08-06 03:21:53,851 - mmaction - INFO - Epoch [199][2560/3757] lr: 1.214e-02, eta: 2 days, 2:03:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7445, loss_cls: 2.1782, loss: 2.1782, grad_norm: 5.1067 2020-08-06 03:22:09,596 - mmaction - INFO - Epoch [199][2580/3757] lr: 1.214e-02, eta: 2 days, 2:02:52, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1703, loss: 2.1703, grad_norm: 4.9389 2020-08-06 03:22:25,389 - mmaction - INFO - Epoch [199][2600/3757] lr: 1.214e-02, eta: 2 days, 2:02:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7109, loss_cls: 2.2535, loss: 2.2535, grad_norm: 4.8620 2020-08-06 03:22:41,255 - mmaction - INFO - Epoch [199][2620/3757] lr: 1.214e-02, eta: 2 days, 2:02:17, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7562, loss_cls: 2.0926, loss: 2.0926, grad_norm: 4.7927 2020-08-06 03:22:57,035 - mmaction - INFO - Epoch [199][2640/3757] lr: 1.214e-02, eta: 2 days, 2:01:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7477, loss_cls: 2.0780, loss: 2.0780, grad_norm: 4.7893 2020-08-06 03:23:12,809 - mmaction - INFO - Epoch [199][2660/3757] lr: 1.214e-02, eta: 2 days, 2:01:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7445, loss_cls: 2.1217, loss: 2.1217, grad_norm: 4.9528 2020-08-06 03:23:28,657 - mmaction - INFO - Epoch [199][2680/3757] lr: 1.214e-02, eta: 2 days, 2:01:24, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7570, loss_cls: 2.0790, loss: 2.0790, grad_norm: 4.8714 2020-08-06 03:23:44,399 - mmaction - INFO - Epoch [199][2700/3757] lr: 1.214e-02, eta: 2 days, 2:01:07, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7445, loss_cls: 2.1535, loss: 2.1535, grad_norm: 5.0570 2020-08-06 03:24:00,243 - mmaction - INFO - Epoch [199][2720/3757] lr: 1.214e-02, eta: 2 days, 2:00:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7773, loss_cls: 2.0742, loss: 2.0742, grad_norm: 4.9461 2020-08-06 03:24:16,000 - mmaction - INFO - Epoch [199][2740/3757] lr: 1.214e-02, eta: 2 days, 2:00:32, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1534, loss: 2.1534, grad_norm: 4.9285 2020-08-06 03:24:31,897 - mmaction - INFO - Epoch [199][2760/3757] lr: 1.214e-02, eta: 2 days, 2:00:14, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7352, loss_cls: 2.1253, loss: 2.1253, grad_norm: 4.9068 2020-08-06 03:24:47,752 - mmaction - INFO - Epoch [199][2780/3757] lr: 1.214e-02, eta: 2 days, 1:59:57, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7586, loss_cls: 2.0897, loss: 2.0897, grad_norm: 4.9169 2020-08-06 03:25:03,627 - mmaction - INFO - Epoch [199][2800/3757] lr: 1.214e-02, eta: 2 days, 1:59:39, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7562, loss_cls: 2.0336, loss: 2.0336, grad_norm: 4.8205 2020-08-06 03:25:19,311 - mmaction - INFO - Epoch [199][2820/3757] lr: 1.214e-02, eta: 2 days, 1:59:22, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7461, loss_cls: 2.1207, loss: 2.1207, grad_norm: 5.0120 2020-08-06 03:25:35,097 - mmaction - INFO - Epoch [199][2840/3757] lr: 1.214e-02, eta: 2 days, 1:59:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.1911, loss: 2.1911, grad_norm: 4.9649 2020-08-06 03:25:50,926 - mmaction - INFO - Epoch [199][2860/3757] lr: 1.214e-02, eta: 2 days, 1:58:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7617, loss_cls: 2.0638, loss: 2.0638, grad_norm: 4.8505 2020-08-06 03:26:06,711 - mmaction - INFO - Epoch [199][2880/3757] lr: 1.214e-02, eta: 2 days, 1:58:29, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7406, loss_cls: 2.1058, loss: 2.1058, grad_norm: 4.7775 2020-08-06 03:26:22,539 - mmaction - INFO - Epoch [199][2900/3757] lr: 1.214e-02, eta: 2 days, 1:58:12, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7039, loss_cls: 2.2738, loss: 2.2738, grad_norm: 5.0219 2020-08-06 03:26:38,323 - mmaction - INFO - Epoch [199][2920/3757] lr: 1.214e-02, eta: 2 days, 1:57:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7359, loss_cls: 2.1884, loss: 2.1884, grad_norm: 4.9257 2020-08-06 03:26:54,111 - mmaction - INFO - Epoch [199][2940/3757] lr: 1.214e-02, eta: 2 days, 1:57:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7312, loss_cls: 2.1719, loss: 2.1719, grad_norm: 4.6490 2020-08-06 03:27:10,126 - mmaction - INFO - Epoch [199][2960/3757] lr: 1.214e-02, eta: 2 days, 1:57:19, time: 0.800, data_time: 0.011, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7305, loss_cls: 2.1755, loss: 2.1755, grad_norm: 4.8277 2020-08-06 03:27:26,045 - mmaction - INFO - Epoch [199][2980/3757] lr: 1.214e-02, eta: 2 days, 1:57:02, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.1019, loss: 2.1019, grad_norm: 4.8677 2020-08-06 03:27:41,846 - mmaction - INFO - Epoch [199][3000/3757] lr: 1.214e-02, eta: 2 days, 1:56:45, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7383, loss_cls: 2.1222, loss: 2.1222, grad_norm: 4.7131 2020-08-06 03:27:57,613 - mmaction - INFO - Epoch [199][3020/3757] lr: 1.214e-02, eta: 2 days, 1:56:27, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7461, loss_cls: 2.0971, loss: 2.0971, grad_norm: 4.8919 2020-08-06 03:28:13,465 - mmaction - INFO - Epoch [199][3040/3757] lr: 1.214e-02, eta: 2 days, 1:56:10, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.0817, loss: 2.0817, grad_norm: 4.8063 2020-08-06 03:28:29,262 - mmaction - INFO - Epoch [199][3060/3757] lr: 1.214e-02, eta: 2 days, 1:55:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7375, loss_cls: 2.1539, loss: 2.1539, grad_norm: 4.9506 2020-08-06 03:28:45,052 - mmaction - INFO - Epoch [199][3080/3757] lr: 1.214e-02, eta: 2 days, 1:55:35, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7531, loss_cls: 2.1374, loss: 2.1374, grad_norm: 4.8687 2020-08-06 03:29:00,918 - mmaction - INFO - Epoch [199][3100/3757] lr: 1.214e-02, eta: 2 days, 1:55:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7180, loss_cls: 2.2325, loss: 2.2325, grad_norm: 4.8171 2020-08-06 03:29:16,725 - mmaction - INFO - Epoch [199][3120/3757] lr: 1.214e-02, eta: 2 days, 1:55:00, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7320, loss_cls: 2.2158, loss: 2.2158, grad_norm: 4.9466 2020-08-06 03:29:32,572 - mmaction - INFO - Epoch [199][3140/3757] lr: 1.214e-02, eta: 2 days, 1:54:42, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.1367, loss: 2.1367, grad_norm: 4.9501 2020-08-06 03:29:48,414 - mmaction - INFO - Epoch [199][3160/3757] lr: 1.214e-02, eta: 2 days, 1:54:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.1812, loss: 2.1812, grad_norm: 4.9666 2020-08-06 03:30:04,212 - mmaction - INFO - Epoch [199][3180/3757] lr: 1.214e-02, eta: 2 days, 1:54:07, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7547, loss_cls: 2.1416, loss: 2.1416, grad_norm: 4.9260 2020-08-06 03:30:19,963 - mmaction - INFO - Epoch [199][3200/3757] lr: 1.214e-02, eta: 2 days, 1:53:50, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7445, loss_cls: 2.1166, loss: 2.1166, grad_norm: 4.7556 2020-08-06 03:30:35,686 - mmaction - INFO - Epoch [199][3220/3757] lr: 1.214e-02, eta: 2 days, 1:53:32, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7562, loss_cls: 2.0613, loss: 2.0613, grad_norm: 4.7662 2020-08-06 03:30:51,441 - mmaction - INFO - Epoch [199][3240/3757] lr: 1.214e-02, eta: 2 days, 1:53:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7203, loss_cls: 2.2203, loss: 2.2203, grad_norm: 4.9357 2020-08-06 03:31:07,210 - mmaction - INFO - Epoch [199][3260/3757] lr: 1.214e-02, eta: 2 days, 1:52:57, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7445, loss_cls: 2.0936, loss: 2.0936, grad_norm: 4.8274 2020-08-06 03:31:23,020 - mmaction - INFO - Epoch [199][3280/3757] lr: 1.214e-02, eta: 2 days, 1:52:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7641, loss_cls: 2.0066, loss: 2.0066, grad_norm: 4.7537 2020-08-06 03:31:38,870 - mmaction - INFO - Epoch [199][3300/3757] lr: 1.214e-02, eta: 2 days, 1:52:22, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7578, loss_cls: 2.0596, loss: 2.0596, grad_norm: 4.8377 2020-08-06 03:31:54,668 - mmaction - INFO - Epoch [199][3320/3757] lr: 1.214e-02, eta: 2 days, 1:52:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7352, loss_cls: 2.1742, loss: 2.1742, grad_norm: 4.8559 2020-08-06 03:32:10,530 - mmaction - INFO - Epoch [199][3340/3757] lr: 1.214e-02, eta: 2 days, 1:51:47, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.2169, loss: 2.2169, grad_norm: 4.9845 2020-08-06 03:32:26,374 - mmaction - INFO - Epoch [199][3360/3757] lr: 1.214e-02, eta: 2 days, 1:51:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7438, loss_cls: 2.1461, loss: 2.1461, grad_norm: 4.9066 2020-08-06 03:32:42,232 - mmaction - INFO - Epoch [199][3380/3757] lr: 1.214e-02, eta: 2 days, 1:51:13, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7344, loss_cls: 2.1529, loss: 2.1529, grad_norm: 4.9760 2020-08-06 03:32:58,033 - mmaction - INFO - Epoch [199][3400/3757] lr: 1.214e-02, eta: 2 days, 1:50:55, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7492, loss_cls: 2.1330, loss: 2.1330, grad_norm: 4.9870 2020-08-06 03:33:13,950 - mmaction - INFO - Epoch [199][3420/3757] lr: 1.214e-02, eta: 2 days, 1:50:38, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.1406, loss: 2.1406, grad_norm: 4.8290 2020-08-06 03:33:29,810 - mmaction - INFO - Epoch [199][3440/3757] lr: 1.214e-02, eta: 2 days, 1:50:20, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7383, loss_cls: 2.0732, loss: 2.0732, grad_norm: 4.7292 2020-08-06 03:33:45,699 - mmaction - INFO - Epoch [199][3460/3757] lr: 1.214e-02, eta: 2 days, 1:50:03, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7531, loss_cls: 2.0747, loss: 2.0747, grad_norm: 4.8780 2020-08-06 03:34:01,638 - mmaction - INFO - Epoch [199][3480/3757] lr: 1.214e-02, eta: 2 days, 1:49:45, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7094, loss_cls: 2.2261, loss: 2.2261, grad_norm: 5.0234 2020-08-06 03:34:17,414 - mmaction - INFO - Epoch [199][3500/3757] lr: 1.214e-02, eta: 2 days, 1:49:28, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7430, loss_cls: 2.1141, loss: 2.1141, grad_norm: 4.8965 2020-08-06 03:34:33,266 - mmaction - INFO - Epoch [199][3520/3757] lr: 1.214e-02, eta: 2 days, 1:49:10, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7492, loss_cls: 2.1229, loss: 2.1229, grad_norm: 4.9862 2020-08-06 03:34:49,113 - mmaction - INFO - Epoch [199][3540/3757] lr: 1.214e-02, eta: 2 days, 1:48:53, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.1967, loss: 2.1967, grad_norm: 4.9492 2020-08-06 03:35:04,986 - mmaction - INFO - Epoch [199][3560/3757] lr: 1.214e-02, eta: 2 days, 1:48:36, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7492, loss_cls: 2.1584, loss: 2.1584, grad_norm: 4.7704 2020-08-06 03:35:20,674 - mmaction - INFO - Epoch [199][3580/3757] lr: 1.214e-02, eta: 2 days, 1:48:18, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7406, loss_cls: 2.1564, loss: 2.1564, grad_norm: 4.9727 2020-08-06 03:35:36,501 - mmaction - INFO - Epoch [199][3600/3757] lr: 1.214e-02, eta: 2 days, 1:48:01, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7367, loss_cls: 2.1144, loss: 2.1144, grad_norm: 4.8226 2020-08-06 03:35:52,296 - mmaction - INFO - Epoch [199][3620/3757] lr: 1.214e-02, eta: 2 days, 1:47:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7492, loss_cls: 2.1682, loss: 2.1682, grad_norm: 5.0216 2020-08-06 03:36:08,077 - mmaction - INFO - Epoch [199][3640/3757] lr: 1.214e-02, eta: 2 days, 1:47:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7242, loss_cls: 2.2370, loss: 2.2370, grad_norm: 4.9434 2020-08-06 03:36:23,837 - mmaction - INFO - Epoch [199][3660/3757] lr: 1.214e-02, eta: 2 days, 1:47:08, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7445, loss_cls: 2.0753, loss: 2.0753, grad_norm: 4.8087 2020-08-06 03:36:39,686 - mmaction - INFO - Epoch [199][3680/3757] lr: 1.214e-02, eta: 2 days, 1:46:51, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7547, loss_cls: 2.0767, loss: 2.0767, grad_norm: 4.7987 2020-08-06 03:36:55,526 - mmaction - INFO - Epoch [199][3700/3757] lr: 1.214e-02, eta: 2 days, 1:46:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7438, loss_cls: 2.1646, loss: 2.1646, grad_norm: 4.9668 2020-08-06 03:37:11,453 - mmaction - INFO - Epoch [199][3720/3757] lr: 1.214e-02, eta: 2 days, 1:46:16, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4867, top5_acc: 0.7453, loss_cls: 2.1519, loss: 2.1519, grad_norm: 4.9366 2020-08-06 03:37:27,259 - mmaction - INFO - Epoch [199][3740/3757] lr: 1.214e-02, eta: 2 days, 1:45:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7445, loss_cls: 2.1363, loss: 2.1363, grad_norm: 4.9381 2020-08-06 03:40:12,593 - mmaction - INFO - Epoch [200][20/3757] lr: 1.174e-02, eta: 2 days, 1:47:00, time: 7.332, data_time: 6.511, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7531, loss_cls: 2.1077, loss: 2.1077, grad_norm: 4.9066 2020-08-06 03:40:28,357 - mmaction - INFO - Epoch [200][40/3757] lr: 1.174e-02, eta: 2 days, 1:46:43, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7641, loss_cls: 2.0339, loss: 2.0339, grad_norm: 4.8728 2020-08-06 03:40:44,162 - mmaction - INFO - Epoch [200][60/3757] lr: 1.174e-02, eta: 2 days, 1:46:25, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7688, loss_cls: 2.0602, loss: 2.0602, grad_norm: 4.8806 2020-08-06 03:40:59,955 - mmaction - INFO - Epoch [200][80/3757] lr: 1.174e-02, eta: 2 days, 1:46:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7562, loss_cls: 1.9976, loss: 1.9976, grad_norm: 4.8457 2020-08-06 03:41:15,800 - mmaction - INFO - Epoch [200][100/3757] lr: 1.174e-02, eta: 2 days, 1:45:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7359, loss_cls: 2.1113, loss: 2.1113, grad_norm: 5.0430 2020-08-06 03:41:31,653 - mmaction - INFO - Epoch [200][120/3757] lr: 1.174e-02, eta: 2 days, 1:45:33, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7422, loss_cls: 2.1317, loss: 2.1317, grad_norm: 4.9907 2020-08-06 03:41:47,442 - mmaction - INFO - Epoch [200][140/3757] lr: 1.174e-02, eta: 2 days, 1:45:15, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7633, loss_cls: 2.0819, loss: 2.0819, grad_norm: 4.8619 2020-08-06 03:42:03,285 - mmaction - INFO - Epoch [200][160/3757] lr: 1.174e-02, eta: 2 days, 1:44:58, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7609, loss_cls: 2.0238, loss: 2.0238, grad_norm: 4.8385 2020-08-06 03:42:19,128 - mmaction - INFO - Epoch [200][180/3757] lr: 1.174e-02, eta: 2 days, 1:44:40, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7516, loss_cls: 2.0774, loss: 2.0774, grad_norm: 5.0057 2020-08-06 03:42:34,981 - mmaction - INFO - Epoch [200][200/3757] lr: 1.174e-02, eta: 2 days, 1:44:23, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7367, loss_cls: 2.1498, loss: 2.1498, grad_norm: 4.8530 2020-08-06 03:42:50,900 - mmaction - INFO - Epoch [200][220/3757] lr: 1.174e-02, eta: 2 days, 1:44:06, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7227, loss_cls: 2.1630, loss: 2.1630, grad_norm: 4.8132 2020-08-06 03:43:06,638 - mmaction - INFO - Epoch [200][240/3757] lr: 1.174e-02, eta: 2 days, 1:43:48, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7602, loss_cls: 2.0388, loss: 2.0388, grad_norm: 4.8117 2020-08-06 03:43:22,595 - mmaction - INFO - Epoch [200][260/3757] lr: 1.174e-02, eta: 2 days, 1:43:31, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7555, loss_cls: 2.0894, loss: 2.0894, grad_norm: 4.8595 2020-08-06 03:43:38,284 - mmaction - INFO - Epoch [200][280/3757] lr: 1.174e-02, eta: 2 days, 1:43:13, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7406, loss_cls: 2.1962, loss: 2.1962, grad_norm: 5.1273 2020-08-06 03:43:54,130 - mmaction - INFO - Epoch [200][300/3757] lr: 1.174e-02, eta: 2 days, 1:42:56, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.2234, loss: 2.2234, grad_norm: 4.9170 2020-08-06 03:44:09,957 - mmaction - INFO - Epoch [200][320/3757] lr: 1.174e-02, eta: 2 days, 1:42:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7383, loss_cls: 2.1141, loss: 2.1141, grad_norm: 4.7627 2020-08-06 03:44:25,763 - mmaction - INFO - Epoch [200][340/3757] lr: 1.174e-02, eta: 2 days, 1:42:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7430, loss_cls: 2.0929, loss: 2.0929, grad_norm: 4.8422 2020-08-06 03:44:41,545 - mmaction - INFO - Epoch [200][360/3757] lr: 1.174e-02, eta: 2 days, 1:42:03, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7539, loss_cls: 2.0877, loss: 2.0877, grad_norm: 4.9673 2020-08-06 03:44:57,382 - mmaction - INFO - Epoch [200][380/3757] lr: 1.174e-02, eta: 2 days, 1:41:46, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7406, loss_cls: 2.1667, loss: 2.1667, grad_norm: 5.0375 2020-08-06 03:45:13,208 - mmaction - INFO - Epoch [200][400/3757] lr: 1.174e-02, eta: 2 days, 1:41:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7609, loss_cls: 2.0507, loss: 2.0507, grad_norm: 4.9416 2020-08-06 03:45:29,035 - mmaction - INFO - Epoch [200][420/3757] lr: 1.174e-02, eta: 2 days, 1:41:11, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7578, loss_cls: 2.0836, loss: 2.0836, grad_norm: 4.7372 2020-08-06 03:45:44,879 - mmaction - INFO - Epoch [200][440/3757] lr: 1.174e-02, eta: 2 days, 1:40:53, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7719, loss_cls: 2.0354, loss: 2.0354, grad_norm: 4.6810 2020-08-06 03:46:00,700 - mmaction - INFO - Epoch [200][460/3757] lr: 1.174e-02, eta: 2 days, 1:40:36, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7539, loss_cls: 2.1111, loss: 2.1111, grad_norm: 4.7822 2020-08-06 03:46:16,479 - mmaction - INFO - Epoch [200][480/3757] lr: 1.174e-02, eta: 2 days, 1:40:18, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7531, loss_cls: 2.0971, loss: 2.0971, grad_norm: 4.7550 2020-08-06 03:46:32,327 - mmaction - INFO - Epoch [200][500/3757] lr: 1.174e-02, eta: 2 days, 1:40:01, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7453, loss_cls: 2.1279, loss: 2.1279, grad_norm: 4.9983 2020-08-06 03:46:48,152 - mmaction - INFO - Epoch [200][520/3757] lr: 1.174e-02, eta: 2 days, 1:39:43, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7648, loss_cls: 2.0075, loss: 2.0075, grad_norm: 4.9280 2020-08-06 03:47:04,032 - mmaction - INFO - Epoch [200][540/3757] lr: 1.174e-02, eta: 2 days, 1:39:26, time: 0.794, data_time: 0.009, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7414, loss_cls: 2.1069, loss: 2.1069, grad_norm: 4.8902 2020-08-06 03:47:19,805 - mmaction - INFO - Epoch [200][560/3757] lr: 1.174e-02, eta: 2 days, 1:39:09, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7461, loss_cls: 2.0883, loss: 2.0883, grad_norm: 4.9617 2020-08-06 03:47:35,666 - mmaction - INFO - Epoch [200][580/3757] lr: 1.174e-02, eta: 2 days, 1:38:51, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7531, loss_cls: 2.1554, loss: 2.1554, grad_norm: 4.9566 2020-08-06 03:47:51,509 - mmaction - INFO - Epoch [200][600/3757] lr: 1.174e-02, eta: 2 days, 1:38:34, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7297, loss_cls: 2.1596, loss: 2.1596, grad_norm: 4.6744 2020-08-06 03:48:07,314 - mmaction - INFO - Epoch [200][620/3757] lr: 1.174e-02, eta: 2 days, 1:38:16, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7555, loss_cls: 2.0686, loss: 2.0686, grad_norm: 4.9937 2020-08-06 03:48:23,113 - mmaction - INFO - Epoch [200][640/3757] lr: 1.174e-02, eta: 2 days, 1:37:59, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7477, loss_cls: 2.0844, loss: 2.0844, grad_norm: 4.9424 2020-08-06 03:48:38,981 - mmaction - INFO - Epoch [200][660/3757] lr: 1.174e-02, eta: 2 days, 1:37:41, time: 0.795, data_time: 0.011, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7641, loss_cls: 2.0508, loss: 2.0508, grad_norm: 4.8678 2020-08-06 03:48:54,783 - mmaction - INFO - Epoch [200][680/3757] lr: 1.174e-02, eta: 2 days, 1:37:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7539, loss_cls: 2.1041, loss: 2.1041, grad_norm: 4.9682 2020-08-06 03:49:10,599 - mmaction - INFO - Epoch [200][700/3757] lr: 1.174e-02, eta: 2 days, 1:37:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7352, loss_cls: 2.1298, loss: 2.1298, grad_norm: 4.9761 2020-08-06 03:49:26,359 - mmaction - INFO - Epoch [200][720/3757] lr: 1.174e-02, eta: 2 days, 1:36:49, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7430, loss_cls: 2.1239, loss: 2.1239, grad_norm: 4.9039 2020-08-06 03:49:42,190 - mmaction - INFO - Epoch [200][740/3757] lr: 1.174e-02, eta: 2 days, 1:36:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7562, loss_cls: 1.9545, loss: 1.9545, grad_norm: 4.7122 2020-08-06 03:49:57,974 - mmaction - INFO - Epoch [200][760/3757] lr: 1.174e-02, eta: 2 days, 1:36:14, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7586, loss_cls: 2.0505, loss: 2.0505, grad_norm: 4.8507 2020-08-06 03:50:13,826 - mmaction - INFO - Epoch [200][780/3757] lr: 1.174e-02, eta: 2 days, 1:35:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7484, loss_cls: 2.1215, loss: 2.1215, grad_norm: 4.9700 2020-08-06 03:50:29,572 - mmaction - INFO - Epoch [200][800/3757] lr: 1.174e-02, eta: 2 days, 1:35:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7227, loss_cls: 2.2266, loss: 2.2266, grad_norm: 5.0023 2020-08-06 03:50:45,361 - mmaction - INFO - Epoch [200][820/3757] lr: 1.174e-02, eta: 2 days, 1:35:21, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7539, loss_cls: 2.0888, loss: 2.0888, grad_norm: 4.9206 2020-08-06 03:51:01,104 - mmaction - INFO - Epoch [200][840/3757] lr: 1.174e-02, eta: 2 days, 1:35:04, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7656, loss_cls: 2.0038, loss: 2.0038, grad_norm: 4.8424 2020-08-06 03:51:16,893 - mmaction - INFO - Epoch [200][860/3757] lr: 1.174e-02, eta: 2 days, 1:34:46, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7492, loss_cls: 2.1007, loss: 2.1007, grad_norm: 4.9024 2020-08-06 03:51:32,655 - mmaction - INFO - Epoch [200][880/3757] lr: 1.174e-02, eta: 2 days, 1:34:29, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7516, loss_cls: 2.0507, loss: 2.0507, grad_norm: 4.8193 2020-08-06 03:51:48,578 - mmaction - INFO - Epoch [200][900/3757] lr: 1.174e-02, eta: 2 days, 1:34:11, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7672, loss_cls: 2.0390, loss: 2.0390, grad_norm: 4.9531 2020-08-06 03:52:04,452 - mmaction - INFO - Epoch [200][920/3757] lr: 1.174e-02, eta: 2 days, 1:33:54, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7562, loss_cls: 2.0796, loss: 2.0796, grad_norm: 4.8543 2020-08-06 03:52:20,239 - mmaction - INFO - Epoch [200][940/3757] lr: 1.174e-02, eta: 2 days, 1:33:36, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7742, loss_cls: 2.0250, loss: 2.0250, grad_norm: 4.8893 2020-08-06 03:52:36,075 - mmaction - INFO - Epoch [200][960/3757] lr: 1.174e-02, eta: 2 days, 1:33:19, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7445, loss_cls: 2.0279, loss: 2.0279, grad_norm: 4.8340 2020-08-06 03:52:51,832 - mmaction - INFO - Epoch [200][980/3757] lr: 1.174e-02, eta: 2 days, 1:33:02, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7703, loss_cls: 1.9567, loss: 1.9567, grad_norm: 5.1116 2020-08-06 03:53:07,588 - mmaction - INFO - Epoch [200][1000/3757] lr: 1.174e-02, eta: 2 days, 1:32:44, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7406, loss_cls: 2.1436, loss: 2.1436, grad_norm: 5.1738 2020-08-06 03:53:23,480 - mmaction - INFO - Epoch [200][1020/3757] lr: 1.174e-02, eta: 2 days, 1:32:27, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7484, loss_cls: 2.0909, loss: 2.0909, grad_norm: 4.8940 2020-08-06 03:53:39,131 - mmaction - INFO - Epoch [200][1040/3757] lr: 1.174e-02, eta: 2 days, 1:32:09, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.0930, loss: 2.0930, grad_norm: 5.0128 2020-08-06 03:53:54,991 - mmaction - INFO - Epoch [200][1060/3757] lr: 1.174e-02, eta: 2 days, 1:31:52, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7375, loss_cls: 2.1871, loss: 2.1871, grad_norm: 4.9999 2020-08-06 03:54:10,731 - mmaction - INFO - Epoch [200][1080/3757] lr: 1.174e-02, eta: 2 days, 1:31:34, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7742, loss_cls: 2.0227, loss: 2.0227, grad_norm: 4.8624 2020-08-06 03:54:26,496 - mmaction - INFO - Epoch [200][1100/3757] lr: 1.174e-02, eta: 2 days, 1:31:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7578, loss_cls: 2.0870, loss: 2.0870, grad_norm: 4.8955 2020-08-06 03:54:42,323 - mmaction - INFO - Epoch [200][1120/3757] lr: 1.174e-02, eta: 2 days, 1:30:59, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7492, loss_cls: 2.0460, loss: 2.0460, grad_norm: 4.9534 2020-08-06 03:54:58,137 - mmaction - INFO - Epoch [200][1140/3757] lr: 1.174e-02, eta: 2 days, 1:30:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7211, loss_cls: 2.2626, loss: 2.2626, grad_norm: 4.9540 2020-08-06 03:55:13,918 - mmaction - INFO - Epoch [200][1160/3757] lr: 1.174e-02, eta: 2 days, 1:30:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7508, loss_cls: 2.0698, loss: 2.0698, grad_norm: 4.8205 2020-08-06 03:55:29,688 - mmaction - INFO - Epoch [200][1180/3757] lr: 1.174e-02, eta: 2 days, 1:30:07, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7547, loss_cls: 2.0342, loss: 2.0342, grad_norm: 5.0341 2020-08-06 03:55:45,558 - mmaction - INFO - Epoch [200][1200/3757] lr: 1.174e-02, eta: 2 days, 1:29:49, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7586, loss_cls: 2.0528, loss: 2.0528, grad_norm: 4.8622 2020-08-06 03:56:01,409 - mmaction - INFO - Epoch [200][1220/3757] lr: 1.174e-02, eta: 2 days, 1:29:32, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7586, loss_cls: 2.0454, loss: 2.0454, grad_norm: 4.8739 2020-08-06 03:56:17,206 - mmaction - INFO - Epoch [200][1240/3757] lr: 1.174e-02, eta: 2 days, 1:29:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7258, loss_cls: 2.1561, loss: 2.1561, grad_norm: 4.9187 2020-08-06 03:56:33,081 - mmaction - INFO - Epoch [200][1260/3757] lr: 1.174e-02, eta: 2 days, 1:28:57, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7297, loss_cls: 2.2353, loss: 2.2353, grad_norm: 4.9524 2020-08-06 03:56:48,751 - mmaction - INFO - Epoch [200][1280/3757] lr: 1.174e-02, eta: 2 days, 1:28:39, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 2.0469, loss: 2.0469, grad_norm: 4.7949 2020-08-06 03:57:04,578 - mmaction - INFO - Epoch [200][1300/3757] lr: 1.174e-02, eta: 2 days, 1:28:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7555, loss_cls: 2.0452, loss: 2.0452, grad_norm: 4.7532 2020-08-06 03:57:20,368 - mmaction - INFO - Epoch [200][1320/3757] lr: 1.174e-02, eta: 2 days, 1:28:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7492, loss_cls: 2.1527, loss: 2.1527, grad_norm: 4.9510 2020-08-06 03:57:36,206 - mmaction - INFO - Epoch [200][1340/3757] lr: 1.174e-02, eta: 2 days, 1:27:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7383, loss_cls: 2.1561, loss: 2.1561, grad_norm: 4.8923 2020-08-06 03:57:51,954 - mmaction - INFO - Epoch [200][1360/3757] lr: 1.174e-02, eta: 2 days, 1:27:29, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7312, loss_cls: 2.1798, loss: 2.1798, grad_norm: 4.8140 2020-08-06 03:58:07,763 - mmaction - INFO - Epoch [200][1380/3757] lr: 1.174e-02, eta: 2 days, 1:27:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7461, loss_cls: 2.0639, loss: 2.0639, grad_norm: 4.8448 2020-08-06 03:58:23,513 - mmaction - INFO - Epoch [200][1400/3757] lr: 1.174e-02, eta: 2 days, 1:26:54, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7359, loss_cls: 2.0870, loss: 2.0870, grad_norm: 4.8151 2020-08-06 03:58:39,366 - mmaction - INFO - Epoch [200][1420/3757] lr: 1.174e-02, eta: 2 days, 1:26:37, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7539, loss_cls: 2.0971, loss: 2.0971, grad_norm: 4.9550 2020-08-06 03:58:55,174 - mmaction - INFO - Epoch [200][1440/3757] lr: 1.174e-02, eta: 2 days, 1:26:19, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7492, loss_cls: 2.0711, loss: 2.0711, grad_norm: 4.9020 2020-08-06 03:59:10,979 - mmaction - INFO - Epoch [200][1460/3757] lr: 1.174e-02, eta: 2 days, 1:26:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7297, loss_cls: 2.1643, loss: 2.1643, grad_norm: 4.9980 2020-08-06 03:59:26,777 - mmaction - INFO - Epoch [200][1480/3757] lr: 1.174e-02, eta: 2 days, 1:25:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7461, loss_cls: 2.0964, loss: 2.0964, grad_norm: 4.8596 2020-08-06 03:59:42,587 - mmaction - INFO - Epoch [200][1500/3757] lr: 1.174e-02, eta: 2 days, 1:25:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7391, loss_cls: 2.1378, loss: 2.1378, grad_norm: 4.9574 2020-08-06 03:59:58,365 - mmaction - INFO - Epoch [200][1520/3757] lr: 1.174e-02, eta: 2 days, 1:25:10, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7336, loss_cls: 2.1754, loss: 2.1754, grad_norm: 4.9800 2020-08-06 04:00:17,613 - mmaction - INFO - Epoch [200][1540/3757] lr: 1.174e-02, eta: 2 days, 1:24:55, time: 0.960, data_time: 0.009, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7445, loss_cls: 2.0717, loss: 2.0717, grad_norm: 4.8771 2020-08-06 04:00:33,332 - mmaction - INFO - Epoch [200][1560/3757] lr: 1.174e-02, eta: 2 days, 1:24:37, time: 0.787, data_time: 0.005, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7383, loss_cls: 2.0873, loss: 2.0873, grad_norm: 4.9682 2020-08-06 04:00:49,134 - mmaction - INFO - Epoch [200][1580/3757] lr: 1.174e-02, eta: 2 days, 1:24:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7555, loss_cls: 2.0530, loss: 2.0530, grad_norm: 4.7928 2020-08-06 04:01:04,993 - mmaction - INFO - Epoch [200][1600/3757] lr: 1.174e-02, eta: 2 days, 1:24:02, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7602, loss_cls: 2.0772, loss: 2.0772, grad_norm: 4.8265 2020-08-06 04:01:20,800 - mmaction - INFO - Epoch [200][1620/3757] lr: 1.174e-02, eta: 2 days, 1:23:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7391, loss_cls: 2.1266, loss: 2.1266, grad_norm: 4.9940 2020-08-06 04:01:36,605 - mmaction - INFO - Epoch [200][1640/3757] lr: 1.174e-02, eta: 2 days, 1:23:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7281, loss_cls: 2.2014, loss: 2.2014, grad_norm: 4.9333 2020-08-06 04:01:52,483 - mmaction - INFO - Epoch [200][1660/3757] lr: 1.174e-02, eta: 2 days, 1:23:10, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7469, loss_cls: 2.1339, loss: 2.1339, grad_norm: 5.0771 2020-08-06 04:02:08,293 - mmaction - INFO - Epoch [200][1680/3757] lr: 1.174e-02, eta: 2 days, 1:22:53, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4633, top5_acc: 0.7242, loss_cls: 2.3641, loss: 2.3641, grad_norm: 5.1010 2020-08-06 04:02:24,226 - mmaction - INFO - Epoch [200][1700/3757] lr: 1.174e-02, eta: 2 days, 1:22:35, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7477, loss_cls: 2.0723, loss: 2.0723, grad_norm: 4.7682 2020-08-06 04:02:39,949 - mmaction - INFO - Epoch [200][1720/3757] lr: 1.174e-02, eta: 2 days, 1:22:18, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7570, loss_cls: 2.1128, loss: 2.1128, grad_norm: 4.8735 2020-08-06 04:02:55,865 - mmaction - INFO - Epoch [200][1740/3757] lr: 1.174e-02, eta: 2 days, 1:22:00, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7594, loss_cls: 2.0648, loss: 2.0648, grad_norm: 4.9905 2020-08-06 04:03:11,658 - mmaction - INFO - Epoch [200][1760/3757] lr: 1.174e-02, eta: 2 days, 1:21:43, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7414, loss_cls: 2.1962, loss: 2.1962, grad_norm: 4.9691 2020-08-06 04:03:27,621 - mmaction - INFO - Epoch [200][1780/3757] lr: 1.174e-02, eta: 2 days, 1:21:25, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7320, loss_cls: 2.1647, loss: 2.1647, grad_norm: 4.7892 2020-08-06 04:03:43,381 - mmaction - INFO - Epoch [200][1800/3757] lr: 1.174e-02, eta: 2 days, 1:21:08, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.0671, loss: 2.0671, grad_norm: 4.8300 2020-08-06 04:03:59,197 - mmaction - INFO - Epoch [200][1820/3757] lr: 1.174e-02, eta: 2 days, 1:20:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7625, loss_cls: 2.0252, loss: 2.0252, grad_norm: 4.8950 2020-08-06 04:04:14,985 - mmaction - INFO - Epoch [200][1840/3757] lr: 1.174e-02, eta: 2 days, 1:20:33, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7398, loss_cls: 2.1479, loss: 2.1479, grad_norm: 4.9291 2020-08-06 04:04:30,770 - mmaction - INFO - Epoch [200][1860/3757] lr: 1.174e-02, eta: 2 days, 1:20:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7461, loss_cls: 2.0877, loss: 2.0877, grad_norm: 4.8904 2020-08-06 04:04:46,604 - mmaction - INFO - Epoch [200][1880/3757] lr: 1.174e-02, eta: 2 days, 1:19:58, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7539, loss_cls: 2.0684, loss: 2.0684, grad_norm: 4.9424 2020-08-06 04:05:02,380 - mmaction - INFO - Epoch [200][1900/3757] lr: 1.174e-02, eta: 2 days, 1:19:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7375, loss_cls: 2.1528, loss: 2.1528, grad_norm: 4.8769 2020-08-06 04:05:18,155 - mmaction - INFO - Epoch [200][1920/3757] lr: 1.174e-02, eta: 2 days, 1:19:23, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7430, loss_cls: 2.1056, loss: 2.1056, grad_norm: 4.9512 2020-08-06 04:05:34,008 - mmaction - INFO - Epoch [200][1940/3757] lr: 1.174e-02, eta: 2 days, 1:19:06, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7641, loss_cls: 1.9998, loss: 1.9998, grad_norm: 4.9960 2020-08-06 04:05:49,840 - mmaction - INFO - Epoch [200][1960/3757] lr: 1.174e-02, eta: 2 days, 1:18:48, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7547, loss_cls: 2.0402, loss: 2.0402, grad_norm: 4.8633 2020-08-06 04:06:05,722 - mmaction - INFO - Epoch [200][1980/3757] lr: 1.174e-02, eta: 2 days, 1:18:31, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7555, loss_cls: 2.0938, loss: 2.0938, grad_norm: 4.8670 2020-08-06 04:06:21,634 - mmaction - INFO - Epoch [200][2000/3757] lr: 1.174e-02, eta: 2 days, 1:18:13, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7328, loss_cls: 2.1239, loss: 2.1239, grad_norm: 4.8600 2020-08-06 04:06:37,408 - mmaction - INFO - Epoch [200][2020/3757] lr: 1.174e-02, eta: 2 days, 1:17:56, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7445, loss_cls: 2.1332, loss: 2.1332, grad_norm: 4.9317 2020-08-06 04:06:53,223 - mmaction - INFO - Epoch [200][2040/3757] lr: 1.174e-02, eta: 2 days, 1:17:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7477, loss_cls: 2.0838, loss: 2.0838, grad_norm: 4.8611 2020-08-06 04:07:09,060 - mmaction - INFO - Epoch [200][2060/3757] lr: 1.174e-02, eta: 2 days, 1:17:21, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7633, loss_cls: 2.0396, loss: 2.0396, grad_norm: 4.9251 2020-08-06 04:07:24,873 - mmaction - INFO - Epoch [200][2080/3757] lr: 1.174e-02, eta: 2 days, 1:17:04, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7320, loss_cls: 2.1594, loss: 2.1594, grad_norm: 4.8547 2020-08-06 04:07:40,741 - mmaction - INFO - Epoch [200][2100/3757] lr: 1.174e-02, eta: 2 days, 1:16:46, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7352, loss_cls: 2.1425, loss: 2.1425, grad_norm: 4.8490 2020-08-06 04:07:56,629 - mmaction - INFO - Epoch [200][2120/3757] lr: 1.174e-02, eta: 2 days, 1:16:29, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7430, loss_cls: 2.1129, loss: 2.1129, grad_norm: 4.9169 2020-08-06 04:08:12,437 - mmaction - INFO - Epoch [200][2140/3757] lr: 1.174e-02, eta: 2 days, 1:16:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7492, loss_cls: 2.1350, loss: 2.1350, grad_norm: 4.9562 2020-08-06 04:08:28,200 - mmaction - INFO - Epoch [200][2160/3757] lr: 1.174e-02, eta: 2 days, 1:15:54, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7352, loss_cls: 2.1695, loss: 2.1695, grad_norm: 5.0170 2020-08-06 04:08:43,975 - mmaction - INFO - Epoch [200][2180/3757] lr: 1.174e-02, eta: 2 days, 1:15:36, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7430, loss_cls: 2.0901, loss: 2.0901, grad_norm: 4.9059 2020-08-06 04:08:59,857 - mmaction - INFO - Epoch [200][2200/3757] lr: 1.174e-02, eta: 2 days, 1:15:19, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7414, loss_cls: 2.1551, loss: 2.1551, grad_norm: 4.9298 2020-08-06 04:09:15,675 - mmaction - INFO - Epoch [200][2220/3757] lr: 1.174e-02, eta: 2 days, 1:15:01, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7555, loss_cls: 2.1031, loss: 2.1031, grad_norm: 4.8677 2020-08-06 04:09:31,444 - mmaction - INFO - Epoch [200][2240/3757] lr: 1.174e-02, eta: 2 days, 1:14:44, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7422, loss_cls: 2.0931, loss: 2.0931, grad_norm: 4.8283 2020-08-06 04:09:47,300 - mmaction - INFO - Epoch [200][2260/3757] lr: 1.174e-02, eta: 2 days, 1:14:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0745, loss: 2.0745, grad_norm: 4.9892 2020-08-06 04:10:03,144 - mmaction - INFO - Epoch [200][2280/3757] lr: 1.174e-02, eta: 2 days, 1:14:09, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7531, loss_cls: 2.1222, loss: 2.1222, grad_norm: 4.9150 2020-08-06 04:10:19,005 - mmaction - INFO - Epoch [200][2300/3757] lr: 1.174e-02, eta: 2 days, 1:13:52, time: 0.793, data_time: 0.010, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7555, loss_cls: 2.0434, loss: 2.0434, grad_norm: 4.8441 2020-08-06 04:10:34,816 - mmaction - INFO - Epoch [200][2320/3757] lr: 1.174e-02, eta: 2 days, 1:13:34, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7719, loss_cls: 2.0568, loss: 2.0568, grad_norm: 4.7405 2020-08-06 04:10:50,600 - mmaction - INFO - Epoch [200][2340/3757] lr: 1.174e-02, eta: 2 days, 1:13:17, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1730, loss: 2.1730, grad_norm: 4.8799 2020-08-06 04:11:06,408 - mmaction - INFO - Epoch [200][2360/3757] lr: 1.174e-02, eta: 2 days, 1:12:59, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7398, loss_cls: 2.0631, loss: 2.0631, grad_norm: 4.6960 2020-08-06 04:11:22,301 - mmaction - INFO - Epoch [200][2380/3757] lr: 1.174e-02, eta: 2 days, 1:12:42, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7570, loss_cls: 2.1110, loss: 2.1110, grad_norm: 5.1047 2020-08-06 04:11:38,091 - mmaction - INFO - Epoch [200][2400/3757] lr: 1.174e-02, eta: 2 days, 1:12:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7523, loss_cls: 2.0738, loss: 2.0738, grad_norm: 4.9489 2020-08-06 04:11:54,084 - mmaction - INFO - Epoch [200][2420/3757] lr: 1.174e-02, eta: 2 days, 1:12:07, time: 0.800, data_time: 0.012, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1239, loss: 2.1239, grad_norm: 4.8909 2020-08-06 04:12:09,923 - mmaction - INFO - Epoch [200][2440/3757] lr: 1.174e-02, eta: 2 days, 1:11:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7414, loss_cls: 2.1187, loss: 2.1187, grad_norm: 4.7822 2020-08-06 04:12:25,689 - mmaction - INFO - Epoch [200][2460/3757] lr: 1.174e-02, eta: 2 days, 1:11:32, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7492, loss_cls: 2.1278, loss: 2.1278, grad_norm: 4.8353 2020-08-06 04:12:41,500 - mmaction - INFO - Epoch [200][2480/3757] lr: 1.174e-02, eta: 2 days, 1:11:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7422, loss_cls: 2.1437, loss: 2.1437, grad_norm: 4.9910 2020-08-06 04:12:57,311 - mmaction - INFO - Epoch [200][2500/3757] lr: 1.174e-02, eta: 2 days, 1:10:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7367, loss_cls: 2.1131, loss: 2.1131, grad_norm: 4.8733 2020-08-06 04:13:13,084 - mmaction - INFO - Epoch [200][2520/3757] lr: 1.174e-02, eta: 2 days, 1:10:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7492, loss_cls: 2.1049, loss: 2.1049, grad_norm: 4.8625 2020-08-06 04:13:28,885 - mmaction - INFO - Epoch [200][2540/3757] lr: 1.174e-02, eta: 2 days, 1:10:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7570, loss_cls: 2.1199, loss: 2.1199, grad_norm: 4.9532 2020-08-06 04:13:44,734 - mmaction - INFO - Epoch [200][2560/3757] lr: 1.174e-02, eta: 2 days, 1:10:05, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7484, loss_cls: 2.0979, loss: 2.0979, grad_norm: 4.9726 2020-08-06 04:14:00,527 - mmaction - INFO - Epoch [200][2580/3757] lr: 1.174e-02, eta: 2 days, 1:09:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 2.0643, loss: 2.0643, grad_norm: 4.7634 2020-08-06 04:14:16,308 - mmaction - INFO - Epoch [200][2600/3757] lr: 1.174e-02, eta: 2 days, 1:09:30, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7367, loss_cls: 2.1326, loss: 2.1326, grad_norm: 4.9274 2020-08-06 04:14:32,113 - mmaction - INFO - Epoch [200][2620/3757] lr: 1.174e-02, eta: 2 days, 1:09:13, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7492, loss_cls: 2.1182, loss: 2.1182, grad_norm: 4.9575 2020-08-06 04:14:47,995 - mmaction - INFO - Epoch [200][2640/3757] lr: 1.174e-02, eta: 2 days, 1:08:55, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7383, loss_cls: 2.1487, loss: 2.1487, grad_norm: 4.9975 2020-08-06 04:15:03,910 - mmaction - INFO - Epoch [200][2660/3757] lr: 1.174e-02, eta: 2 days, 1:08:38, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7391, loss_cls: 2.1278, loss: 2.1278, grad_norm: 4.9109 2020-08-06 04:15:19,635 - mmaction - INFO - Epoch [200][2680/3757] lr: 1.174e-02, eta: 2 days, 1:08:20, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7422, loss_cls: 2.1409, loss: 2.1409, grad_norm: 4.8376 2020-08-06 04:15:35,478 - mmaction - INFO - Epoch [200][2700/3757] lr: 1.174e-02, eta: 2 days, 1:08:03, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7484, loss_cls: 2.1472, loss: 2.1472, grad_norm: 4.8439 2020-08-06 04:15:51,141 - mmaction - INFO - Epoch [200][2720/3757] lr: 1.174e-02, eta: 2 days, 1:07:45, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7445, loss_cls: 2.1800, loss: 2.1800, grad_norm: 4.8319 2020-08-06 04:16:06,953 - mmaction - INFO - Epoch [200][2740/3757] lr: 1.174e-02, eta: 2 days, 1:07:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7453, loss_cls: 2.0756, loss: 2.0756, grad_norm: 4.7610 2020-08-06 04:16:22,902 - mmaction - INFO - Epoch [200][2760/3757] lr: 1.174e-02, eta: 2 days, 1:07:10, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7320, loss_cls: 2.1046, loss: 2.1046, grad_norm: 4.7982 2020-08-06 04:16:38,724 - mmaction - INFO - Epoch [200][2780/3757] lr: 1.174e-02, eta: 2 days, 1:06:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7445, loss_cls: 2.1493, loss: 2.1493, grad_norm: 4.9247 2020-08-06 04:16:54,470 - mmaction - INFO - Epoch [200][2800/3757] lr: 1.174e-02, eta: 2 days, 1:06:36, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7398, loss_cls: 2.1335, loss: 2.1335, grad_norm: 4.8991 2020-08-06 04:17:10,226 - mmaction - INFO - Epoch [200][2820/3757] lr: 1.174e-02, eta: 2 days, 1:06:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7352, loss_cls: 2.1442, loss: 2.1442, grad_norm: 4.9693 2020-08-06 04:17:26,060 - mmaction - INFO - Epoch [200][2840/3757] lr: 1.174e-02, eta: 2 days, 1:06:01, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7422, loss_cls: 2.1355, loss: 2.1355, grad_norm: 4.8527 2020-08-06 04:17:41,836 - mmaction - INFO - Epoch [200][2860/3757] lr: 1.174e-02, eta: 2 days, 1:05:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7414, loss_cls: 2.1158, loss: 2.1158, grad_norm: 4.8514 2020-08-06 04:17:57,600 - mmaction - INFO - Epoch [200][2880/3757] lr: 1.174e-02, eta: 2 days, 1:05:26, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7398, loss_cls: 2.1385, loss: 2.1385, grad_norm: 4.8765 2020-08-06 04:18:13,430 - mmaction - INFO - Epoch [200][2900/3757] lr: 1.174e-02, eta: 2 days, 1:05:08, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7461, loss_cls: 2.1721, loss: 2.1721, grad_norm: 4.8110 2020-08-06 04:18:29,239 - mmaction - INFO - Epoch [200][2920/3757] lr: 1.174e-02, eta: 2 days, 1:04:51, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7633, loss_cls: 2.0659, loss: 2.0659, grad_norm: 4.9711 2020-08-06 04:18:45,065 - mmaction - INFO - Epoch [200][2940/3757] lr: 1.174e-02, eta: 2 days, 1:04:33, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7297, loss_cls: 2.1495, loss: 2.1495, grad_norm: 5.0903 2020-08-06 04:19:00,815 - mmaction - INFO - Epoch [200][2960/3757] lr: 1.174e-02, eta: 2 days, 1:04:16, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.1293, loss: 2.1293, grad_norm: 4.8676 2020-08-06 04:19:16,659 - mmaction - INFO - Epoch [200][2980/3757] lr: 1.174e-02, eta: 2 days, 1:03:58, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7453, loss_cls: 2.1371, loss: 2.1371, grad_norm: 4.9607 2020-08-06 04:19:32,541 - mmaction - INFO - Epoch [200][3000/3757] lr: 1.174e-02, eta: 2 days, 1:03:41, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7469, loss_cls: 2.0686, loss: 2.0686, grad_norm: 4.8747 2020-08-06 04:19:48,333 - mmaction - INFO - Epoch [200][3020/3757] lr: 1.174e-02, eta: 2 days, 1:03:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7359, loss_cls: 2.1301, loss: 2.1301, grad_norm: 4.8453 2020-08-06 04:20:04,135 - mmaction - INFO - Epoch [200][3040/3757] lr: 1.174e-02, eta: 2 days, 1:03:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7578, loss_cls: 2.0332, loss: 2.0332, grad_norm: 4.7863 2020-08-06 04:20:19,885 - mmaction - INFO - Epoch [200][3060/3757] lr: 1.174e-02, eta: 2 days, 1:02:49, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7289, loss_cls: 2.1982, loss: 2.1982, grad_norm: 4.8916 2020-08-06 04:20:35,745 - mmaction - INFO - Epoch [200][3080/3757] lr: 1.174e-02, eta: 2 days, 1:02:31, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.0694, loss: 2.0694, grad_norm: 4.7345 2020-08-06 04:20:51,596 - mmaction - INFO - Epoch [200][3100/3757] lr: 1.174e-02, eta: 2 days, 1:02:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7523, loss_cls: 2.1181, loss: 2.1181, grad_norm: 4.8484 2020-08-06 04:21:07,438 - mmaction - INFO - Epoch [200][3120/3757] lr: 1.174e-02, eta: 2 days, 1:01:56, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7484, loss_cls: 2.1094, loss: 2.1094, grad_norm: 4.8789 2020-08-06 04:21:23,215 - mmaction - INFO - Epoch [200][3140/3757] lr: 1.174e-02, eta: 2 days, 1:01:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7492, loss_cls: 2.1299, loss: 2.1299, grad_norm: 4.9911 2020-08-06 04:21:39,018 - mmaction - INFO - Epoch [200][3160/3757] lr: 1.174e-02, eta: 2 days, 1:01:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7523, loss_cls: 2.0792, loss: 2.0792, grad_norm: 4.9740 2020-08-06 04:21:54,812 - mmaction - INFO - Epoch [200][3180/3757] lr: 1.174e-02, eta: 2 days, 1:01:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7180, loss_cls: 2.2144, loss: 2.2144, grad_norm: 4.8545 2020-08-06 04:22:10,657 - mmaction - INFO - Epoch [200][3200/3757] lr: 1.174e-02, eta: 2 days, 1:00:46, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7320, loss_cls: 2.2064, loss: 2.2064, grad_norm: 5.0823 2020-08-06 04:22:26,398 - mmaction - INFO - Epoch [200][3220/3757] lr: 1.174e-02, eta: 2 days, 1:00:29, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7453, loss_cls: 2.1554, loss: 2.1554, grad_norm: 4.7920 2020-08-06 04:22:42,213 - mmaction - INFO - Epoch [200][3240/3757] lr: 1.174e-02, eta: 2 days, 1:00:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7586, loss_cls: 2.0692, loss: 2.0692, grad_norm: 4.9433 2020-08-06 04:22:58,030 - mmaction - INFO - Epoch [200][3260/3757] lr: 1.174e-02, eta: 2 days, 0:59:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7297, loss_cls: 2.1820, loss: 2.1820, grad_norm: 4.8670 2020-08-06 04:23:13,900 - mmaction - INFO - Epoch [200][3280/3757] lr: 1.174e-02, eta: 2 days, 0:59:37, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7516, loss_cls: 2.1143, loss: 2.1143, grad_norm: 4.9221 2020-08-06 04:23:29,836 - mmaction - INFO - Epoch [200][3300/3757] lr: 1.174e-02, eta: 2 days, 0:59:19, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7531, loss_cls: 2.0248, loss: 2.0248, grad_norm: 4.7035 2020-08-06 04:23:45,587 - mmaction - INFO - Epoch [200][3320/3757] lr: 1.174e-02, eta: 2 days, 0:59:02, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7484, loss_cls: 2.1410, loss: 2.1410, grad_norm: 4.9541 2020-08-06 04:24:01,492 - mmaction - INFO - Epoch [200][3340/3757] lr: 1.174e-02, eta: 2 days, 0:58:45, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7367, loss_cls: 2.1642, loss: 2.1642, grad_norm: 4.9533 2020-08-06 04:24:17,294 - mmaction - INFO - Epoch [200][3360/3757] lr: 1.174e-02, eta: 2 days, 0:58:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7219, loss_cls: 2.1711, loss: 2.1711, grad_norm: 4.9458 2020-08-06 04:24:33,079 - mmaction - INFO - Epoch [200][3380/3757] lr: 1.174e-02, eta: 2 days, 0:58:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7625, loss_cls: 2.0412, loss: 2.0412, grad_norm: 4.8984 2020-08-06 04:24:48,835 - mmaction - INFO - Epoch [200][3400/3757] lr: 1.174e-02, eta: 2 days, 0:57:52, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7422, loss_cls: 2.0915, loss: 2.0915, grad_norm: 4.8611 2020-08-06 04:25:04,711 - mmaction - INFO - Epoch [200][3420/3757] lr: 1.174e-02, eta: 2 days, 0:57:35, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7438, loss_cls: 2.1171, loss: 2.1171, grad_norm: 4.9768 2020-08-06 04:25:20,357 - mmaction - INFO - Epoch [200][3440/3757] lr: 1.174e-02, eta: 2 days, 0:57:17, time: 0.784, data_time: 0.003, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7367, loss_cls: 2.1694, loss: 2.1694, grad_norm: 4.9452 2020-08-06 04:25:36,246 - mmaction - INFO - Epoch [200][3460/3757] lr: 1.174e-02, eta: 2 days, 0:57:00, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7484, loss_cls: 2.1289, loss: 2.1289, grad_norm: 4.9166 2020-08-06 04:25:51,980 - mmaction - INFO - Epoch [200][3480/3757] lr: 1.174e-02, eta: 2 days, 0:56:42, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7438, loss_cls: 2.1583, loss: 2.1583, grad_norm: 4.8931 2020-08-06 04:26:07,847 - mmaction - INFO - Epoch [200][3500/3757] lr: 1.174e-02, eta: 2 days, 0:56:25, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7547, loss_cls: 2.0947, loss: 2.0947, grad_norm: 4.8900 2020-08-06 04:26:23,613 - mmaction - INFO - Epoch [200][3520/3757] lr: 1.174e-02, eta: 2 days, 0:56:07, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.4797, top5_acc: 0.7406, loss_cls: 2.1247, loss: 2.1247, grad_norm: 4.9706 2020-08-06 04:26:39,439 - mmaction - INFO - Epoch [200][3540/3757] lr: 1.174e-02, eta: 2 days, 0:55:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7508, loss_cls: 2.0715, loss: 2.0715, grad_norm: 5.0244 2020-08-06 04:26:55,244 - mmaction - INFO - Epoch [200][3560/3757] lr: 1.174e-02, eta: 2 days, 0:55:33, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7641, loss_cls: 2.0506, loss: 2.0506, grad_norm: 4.9135 2020-08-06 04:27:11,079 - mmaction - INFO - Epoch [200][3580/3757] lr: 1.174e-02, eta: 2 days, 0:55:15, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7414, loss_cls: 2.0808, loss: 2.0808, grad_norm: 4.9571 2020-08-06 04:27:26,945 - mmaction - INFO - Epoch [200][3600/3757] lr: 1.174e-02, eta: 2 days, 0:54:58, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7477, loss_cls: 2.0929, loss: 2.0929, grad_norm: 4.8135 2020-08-06 04:27:42,770 - mmaction - INFO - Epoch [200][3620/3757] lr: 1.174e-02, eta: 2 days, 0:54:40, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7359, loss_cls: 2.2033, loss: 2.2033, grad_norm: 4.9972 2020-08-06 04:27:58,560 - mmaction - INFO - Epoch [200][3640/3757] lr: 1.174e-02, eta: 2 days, 0:54:23, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7453, loss_cls: 2.1212, loss: 2.1212, grad_norm: 4.8222 2020-08-06 04:28:14,372 - mmaction - INFO - Epoch [200][3660/3757] lr: 1.174e-02, eta: 2 days, 0:54:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.1025, loss: 2.1025, grad_norm: 4.7984 2020-08-06 04:28:30,170 - mmaction - INFO - Epoch [200][3680/3757] lr: 1.174e-02, eta: 2 days, 0:53:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7766, loss_cls: 1.9649, loss: 1.9649, grad_norm: 4.8064 2020-08-06 04:28:45,998 - mmaction - INFO - Epoch [200][3700/3757] lr: 1.174e-02, eta: 2 days, 0:53:30, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7398, loss_cls: 2.0225, loss: 2.0225, grad_norm: 4.6749 2020-08-06 04:29:01,916 - mmaction - INFO - Epoch [200][3720/3757] lr: 1.174e-02, eta: 2 days, 0:53:13, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7352, loss_cls: 2.1596, loss: 2.1596, grad_norm: 4.7794 2020-08-06 04:29:17,735 - mmaction - INFO - Epoch [200][3740/3757] lr: 1.174e-02, eta: 2 days, 0:52:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7648, loss_cls: 2.0111, loss: 2.0111, grad_norm: 4.7945 2020-08-06 04:29:39,305 - mmaction - INFO - Saving checkpoint at 200 epochs 2020-08-06 04:32:25,396 - mmaction - INFO - Epoch [201][20/3757] lr: 1.135e-02, eta: 2 days, 0:54:08, time: 8.198, data_time: 7.374, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7477, loss_cls: 2.0819, loss: 2.0819, grad_norm: 5.0235 2020-08-06 04:32:41,226 - mmaction - INFO - Epoch [201][40/3757] lr: 1.135e-02, eta: 2 days, 0:53:51, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7547, loss_cls: 2.0511, loss: 2.0511, grad_norm: 4.8183 2020-08-06 04:32:57,074 - mmaction - INFO - Epoch [201][60/3757] lr: 1.135e-02, eta: 2 days, 0:53:33, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7586, loss_cls: 2.0676, loss: 2.0676, grad_norm: 4.8585 2020-08-06 04:33:12,826 - mmaction - INFO - Epoch [201][80/3757] lr: 1.135e-02, eta: 2 days, 0:53:16, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7688, loss_cls: 1.9943, loss: 1.9943, grad_norm: 4.8713 2020-08-06 04:33:28,686 - mmaction - INFO - Epoch [201][100/3757] lr: 1.135e-02, eta: 2 days, 0:52:58, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7477, loss_cls: 2.1301, loss: 2.1301, grad_norm: 5.0321 2020-08-06 04:33:44,496 - mmaction - INFO - Epoch [201][120/3757] lr: 1.135e-02, eta: 2 days, 0:52:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7453, loss_cls: 2.1145, loss: 2.1145, grad_norm: 5.0393 2020-08-06 04:34:00,368 - mmaction - INFO - Epoch [201][140/3757] lr: 1.135e-02, eta: 2 days, 0:52:24, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7406, loss_cls: 2.1733, loss: 2.1733, grad_norm: 5.0362 2020-08-06 04:34:16,176 - mmaction - INFO - Epoch [201][160/3757] lr: 1.135e-02, eta: 2 days, 0:52:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7500, loss_cls: 2.1205, loss: 2.1205, grad_norm: 5.0408 2020-08-06 04:34:32,036 - mmaction - INFO - Epoch [201][180/3757] lr: 1.135e-02, eta: 2 days, 0:51:49, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7352, loss_cls: 2.1124, loss: 2.1124, grad_norm: 4.9183 2020-08-06 04:34:47,850 - mmaction - INFO - Epoch [201][200/3757] lr: 1.135e-02, eta: 2 days, 0:51:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7461, loss_cls: 2.0072, loss: 2.0072, grad_norm: 4.9164 2020-08-06 04:35:03,945 - mmaction - INFO - Epoch [201][220/3757] lr: 1.135e-02, eta: 2 days, 0:51:14, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7547, loss_cls: 2.1290, loss: 2.1290, grad_norm: 4.9227 2020-08-06 04:35:19,662 - mmaction - INFO - Epoch [201][240/3757] lr: 1.135e-02, eta: 2 days, 0:50:56, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7625, loss_cls: 2.0392, loss: 2.0392, grad_norm: 4.8531 2020-08-06 04:35:35,492 - mmaction - INFO - Epoch [201][260/3757] lr: 1.135e-02, eta: 2 days, 0:50:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7422, loss_cls: 2.1136, loss: 2.1136, grad_norm: 4.8857 2020-08-06 04:35:51,280 - mmaction - INFO - Epoch [201][280/3757] lr: 1.135e-02, eta: 2 days, 0:50:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7297, loss_cls: 2.1905, loss: 2.1905, grad_norm: 5.0952 2020-08-06 04:36:07,043 - mmaction - INFO - Epoch [201][300/3757] lr: 1.135e-02, eta: 2 days, 0:50:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7422, loss_cls: 2.0975, loss: 2.0975, grad_norm: 4.8534 2020-08-06 04:36:22,843 - mmaction - INFO - Epoch [201][320/3757] lr: 1.135e-02, eta: 2 days, 0:49:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7539, loss_cls: 2.0861, loss: 2.0861, grad_norm: 4.8517 2020-08-06 04:36:38,696 - mmaction - INFO - Epoch [201][340/3757] lr: 1.135e-02, eta: 2 days, 0:49:29, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7477, loss_cls: 2.0542, loss: 2.0542, grad_norm: 4.8775 2020-08-06 04:36:54,511 - mmaction - INFO - Epoch [201][360/3757] lr: 1.135e-02, eta: 2 days, 0:49:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7430, loss_cls: 2.1340, loss: 2.1340, grad_norm: 4.8970 2020-08-06 04:37:10,333 - mmaction - INFO - Epoch [201][380/3757] lr: 1.135e-02, eta: 2 days, 0:48:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7609, loss_cls: 2.0357, loss: 2.0357, grad_norm: 4.8434 2020-08-06 04:37:26,199 - mmaction - INFO - Epoch [201][400/3757] lr: 1.135e-02, eta: 2 days, 0:48:37, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7641, loss_cls: 1.9919, loss: 1.9919, grad_norm: 4.8054 2020-08-06 04:37:42,022 - mmaction - INFO - Epoch [201][420/3757] lr: 1.135e-02, eta: 2 days, 0:48:19, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7469, loss_cls: 2.1121, loss: 2.1121, grad_norm: 5.0518 2020-08-06 04:37:57,848 - mmaction - INFO - Epoch [201][440/3757] lr: 1.135e-02, eta: 2 days, 0:48:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7359, loss_cls: 2.1572, loss: 2.1572, grad_norm: 4.9681 2020-08-06 04:38:13,690 - mmaction - INFO - Epoch [201][460/3757] lr: 1.135e-02, eta: 2 days, 0:47:45, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7609, loss_cls: 2.0661, loss: 2.0661, grad_norm: 4.8722 2020-08-06 04:38:29,587 - mmaction - INFO - Epoch [201][480/3757] lr: 1.135e-02, eta: 2 days, 0:47:27, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7398, loss_cls: 2.1577, loss: 2.1577, grad_norm: 5.2566 2020-08-06 04:38:45,383 - mmaction - INFO - Epoch [201][500/3757] lr: 1.135e-02, eta: 2 days, 0:47:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7539, loss_cls: 2.0972, loss: 2.0972, grad_norm: 5.0027 2020-08-06 04:39:01,263 - mmaction - INFO - Epoch [201][520/3757] lr: 1.135e-02, eta: 2 days, 0:46:52, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7633, loss_cls: 2.0101, loss: 2.0101, grad_norm: 4.7328 2020-08-06 04:39:17,171 - mmaction - INFO - Epoch [201][540/3757] lr: 1.135e-02, eta: 2 days, 0:46:35, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7594, loss_cls: 2.0561, loss: 2.0561, grad_norm: 4.7686 2020-08-06 04:39:33,099 - mmaction - INFO - Epoch [201][560/3757] lr: 1.135e-02, eta: 2 days, 0:46:18, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7484, loss_cls: 2.0653, loss: 2.0653, grad_norm: 4.9063 2020-08-06 04:39:49,061 - mmaction - INFO - Epoch [201][580/3757] lr: 1.135e-02, eta: 2 days, 0:46:00, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7547, loss_cls: 2.0927, loss: 2.0927, grad_norm: 4.8594 2020-08-06 04:40:05,269 - mmaction - INFO - Epoch [201][600/3757] lr: 1.135e-02, eta: 2 days, 0:45:43, time: 0.811, data_time: 0.012, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7695, loss_cls: 1.9544, loss: 1.9544, grad_norm: 4.9266 2020-08-06 04:40:21,040 - mmaction - INFO - Epoch [201][620/3757] lr: 1.135e-02, eta: 2 days, 0:45:26, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7695, loss_cls: 1.9464, loss: 1.9464, grad_norm: 4.8210 2020-08-06 04:40:36,921 - mmaction - INFO - Epoch [201][640/3757] lr: 1.135e-02, eta: 2 days, 0:45:08, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7688, loss_cls: 1.9808, loss: 1.9808, grad_norm: 4.8872 2020-08-06 04:40:52,578 - mmaction - INFO - Epoch [201][660/3757] lr: 1.135e-02, eta: 2 days, 0:44:51, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7445, loss_cls: 2.0435, loss: 2.0435, grad_norm: 4.9059 2020-08-06 04:41:08,473 - mmaction - INFO - Epoch [201][680/3757] lr: 1.135e-02, eta: 2 days, 0:44:33, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7469, loss_cls: 2.1317, loss: 2.1317, grad_norm: 4.9733 2020-08-06 04:41:24,385 - mmaction - INFO - Epoch [201][700/3757] lr: 1.135e-02, eta: 2 days, 0:44:16, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7688, loss_cls: 2.0425, loss: 2.0425, grad_norm: 4.9628 2020-08-06 04:41:40,121 - mmaction - INFO - Epoch [201][720/3757] lr: 1.135e-02, eta: 2 days, 0:43:58, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7469, loss_cls: 2.0717, loss: 2.0717, grad_norm: 4.9781 2020-08-06 04:41:55,933 - mmaction - INFO - Epoch [201][740/3757] lr: 1.135e-02, eta: 2 days, 0:43:41, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7391, loss_cls: 2.0882, loss: 2.0882, grad_norm: 4.9611 2020-08-06 04:42:11,712 - mmaction - INFO - Epoch [201][760/3757] lr: 1.135e-02, eta: 2 days, 0:43:23, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7500, loss_cls: 2.1211, loss: 2.1211, grad_norm: 5.0158 2020-08-06 04:42:27,558 - mmaction - INFO - Epoch [201][780/3757] lr: 1.135e-02, eta: 2 days, 0:43:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7695, loss_cls: 2.0150, loss: 2.0150, grad_norm: 4.9653 2020-08-06 04:42:43,373 - mmaction - INFO - Epoch [201][800/3757] lr: 1.135e-02, eta: 2 days, 0:42:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7500, loss_cls: 1.9694, loss: 1.9694, grad_norm: 4.8150 2020-08-06 04:42:59,163 - mmaction - INFO - Epoch [201][820/3757] lr: 1.135e-02, eta: 2 days, 0:42:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.2196, loss: 2.2196, grad_norm: 5.1562 2020-08-06 04:43:14,978 - mmaction - INFO - Epoch [201][840/3757] lr: 1.135e-02, eta: 2 days, 0:42:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7375, loss_cls: 2.1652, loss: 2.1652, grad_norm: 5.0799 2020-08-06 04:43:30,831 - mmaction - INFO - Epoch [201][860/3757] lr: 1.135e-02, eta: 2 days, 0:41:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7367, loss_cls: 2.1612, loss: 2.1612, grad_norm: 5.0315 2020-08-06 04:43:46,677 - mmaction - INFO - Epoch [201][880/3757] lr: 1.135e-02, eta: 2 days, 0:41:39, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 2.0076, loss: 2.0076, grad_norm: 5.0432 2020-08-06 04:44:02,468 - mmaction - INFO - Epoch [201][900/3757] lr: 1.135e-02, eta: 2 days, 0:41:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7562, loss_cls: 2.0585, loss: 2.0585, grad_norm: 5.1231 2020-08-06 04:44:18,243 - mmaction - INFO - Epoch [201][920/3757] lr: 1.135e-02, eta: 2 days, 0:41:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7430, loss_cls: 2.1362, loss: 2.1362, grad_norm: 5.1236 2020-08-06 04:44:34,113 - mmaction - INFO - Epoch [201][940/3757] lr: 1.135e-02, eta: 2 days, 0:40:46, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7562, loss_cls: 2.0831, loss: 2.0831, grad_norm: 4.9613 2020-08-06 04:44:49,920 - mmaction - INFO - Epoch [201][960/3757] lr: 1.135e-02, eta: 2 days, 0:40:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7562, loss_cls: 2.0553, loss: 2.0553, grad_norm: 4.8730 2020-08-06 04:45:05,743 - mmaction - INFO - Epoch [201][980/3757] lr: 1.135e-02, eta: 2 days, 0:40:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7734, loss_cls: 1.9625, loss: 1.9625, grad_norm: 4.7680 2020-08-06 04:45:21,397 - mmaction - INFO - Epoch [201][1000/3757] lr: 1.135e-02, eta: 2 days, 0:39:54, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7648, loss_cls: 2.0588, loss: 2.0588, grad_norm: 4.9486 2020-08-06 04:45:37,266 - mmaction - INFO - Epoch [201][1020/3757] lr: 1.135e-02, eta: 2 days, 0:39:37, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.0368, loss: 2.0368, grad_norm: 4.8849 2020-08-06 04:45:53,099 - mmaction - INFO - Epoch [201][1040/3757] lr: 1.135e-02, eta: 2 days, 0:39:19, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7406, loss_cls: 2.0891, loss: 2.0891, grad_norm: 5.0160 2020-08-06 04:46:08,903 - mmaction - INFO - Epoch [201][1060/3757] lr: 1.135e-02, eta: 2 days, 0:39:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9787, loss: 1.9787, grad_norm: 4.9055 2020-08-06 04:46:24,768 - mmaction - INFO - Epoch [201][1080/3757] lr: 1.135e-02, eta: 2 days, 0:38:44, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7398, loss_cls: 2.1547, loss: 2.1547, grad_norm: 5.0833 2020-08-06 04:46:40,584 - mmaction - INFO - Epoch [201][1100/3757] lr: 1.135e-02, eta: 2 days, 0:38:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4898, top5_acc: 0.7266, loss_cls: 2.2266, loss: 2.2266, grad_norm: 5.1371 2020-08-06 04:46:56,406 - mmaction - INFO - Epoch [201][1120/3757] lr: 1.135e-02, eta: 2 days, 0:38:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7344, loss_cls: 2.1688, loss: 2.1688, grad_norm: 5.0201 2020-08-06 04:47:12,188 - mmaction - INFO - Epoch [201][1140/3757] lr: 1.135e-02, eta: 2 days, 0:37:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7461, loss_cls: 2.1119, loss: 2.1119, grad_norm: 4.9570 2020-08-06 04:47:27,986 - mmaction - INFO - Epoch [201][1160/3757] lr: 1.135e-02, eta: 2 days, 0:37:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7430, loss_cls: 2.1285, loss: 2.1285, grad_norm: 4.9101 2020-08-06 04:47:43,796 - mmaction - INFO - Epoch [201][1180/3757] lr: 1.135e-02, eta: 2 days, 0:37:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7641, loss_cls: 2.0226, loss: 2.0226, grad_norm: 4.8532 2020-08-06 04:47:59,650 - mmaction - INFO - Epoch [201][1200/3757] lr: 1.135e-02, eta: 2 days, 0:37:00, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7570, loss_cls: 2.0510, loss: 2.0510, grad_norm: 4.8668 2020-08-06 04:48:15,493 - mmaction - INFO - Epoch [201][1220/3757] lr: 1.135e-02, eta: 2 days, 0:36:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7508, loss_cls: 2.0642, loss: 2.0642, grad_norm: 4.8900 2020-08-06 04:48:31,286 - mmaction - INFO - Epoch [201][1240/3757] lr: 1.135e-02, eta: 2 days, 0:36:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7672, loss_cls: 2.0298, loss: 2.0298, grad_norm: 4.9555 2020-08-06 04:48:47,113 - mmaction - INFO - Epoch [201][1260/3757] lr: 1.135e-02, eta: 2 days, 0:36:07, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7227, loss_cls: 2.2204, loss: 2.2204, grad_norm: 5.2850 2020-08-06 04:49:02,902 - mmaction - INFO - Epoch [201][1280/3757] lr: 1.135e-02, eta: 2 days, 0:35:50, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7500, loss_cls: 2.1258, loss: 2.1258, grad_norm: 5.0230 2020-08-06 04:49:18,712 - mmaction - INFO - Epoch [201][1300/3757] lr: 1.135e-02, eta: 2 days, 0:35:32, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7297, loss_cls: 2.1663, loss: 2.1663, grad_norm: 4.8822 2020-08-06 04:49:34,490 - mmaction - INFO - Epoch [201][1320/3757] lr: 1.135e-02, eta: 2 days, 0:35:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7383, loss_cls: 2.1262, loss: 2.1262, grad_norm: 4.9057 2020-08-06 04:49:50,308 - mmaction - INFO - Epoch [201][1340/3757] lr: 1.135e-02, eta: 2 days, 0:34:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7375, loss_cls: 2.0995, loss: 2.0995, grad_norm: 5.0050 2020-08-06 04:50:06,178 - mmaction - INFO - Epoch [201][1360/3757] lr: 1.135e-02, eta: 2 days, 0:34:40, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7500, loss_cls: 2.1054, loss: 2.1054, grad_norm: 5.0496 2020-08-06 04:50:22,084 - mmaction - INFO - Epoch [201][1380/3757] lr: 1.135e-02, eta: 2 days, 0:34:23, time: 0.795, data_time: 0.009, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7445, loss_cls: 2.1404, loss: 2.1404, grad_norm: 5.0554 2020-08-06 04:50:37,840 - mmaction - INFO - Epoch [201][1400/3757] lr: 1.135e-02, eta: 2 days, 0:34:05, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7469, loss_cls: 2.0903, loss: 2.0903, grad_norm: 4.9088 2020-08-06 04:50:53,750 - mmaction - INFO - Epoch [201][1420/3757] lr: 1.135e-02, eta: 2 days, 0:33:48, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7602, loss_cls: 2.0173, loss: 2.0173, grad_norm: 4.9667 2020-08-06 04:51:09,565 - mmaction - INFO - Epoch [201][1440/3757] lr: 1.135e-02, eta: 2 days, 0:33:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7477, loss_cls: 2.0747, loss: 2.0747, grad_norm: 5.0285 2020-08-06 04:51:25,385 - mmaction - INFO - Epoch [201][1460/3757] lr: 1.135e-02, eta: 2 days, 0:33:13, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7539, loss_cls: 2.0728, loss: 2.0728, grad_norm: 4.8338 2020-08-06 04:51:41,168 - mmaction - INFO - Epoch [201][1480/3757] lr: 1.135e-02, eta: 2 days, 0:32:56, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7609, loss_cls: 2.0653, loss: 2.0653, grad_norm: 4.9500 2020-08-06 04:51:56,968 - mmaction - INFO - Epoch [201][1500/3757] lr: 1.135e-02, eta: 2 days, 0:32:38, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7602, loss_cls: 1.9477, loss: 1.9477, grad_norm: 4.8683 2020-08-06 04:52:12,785 - mmaction - INFO - Epoch [201][1520/3757] lr: 1.135e-02, eta: 2 days, 0:32:21, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7453, loss_cls: 2.0931, loss: 2.0931, grad_norm: 5.0018 2020-08-06 04:52:28,695 - mmaction - INFO - Epoch [201][1540/3757] lr: 1.135e-02, eta: 2 days, 0:32:03, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7312, loss_cls: 2.1269, loss: 2.1269, grad_norm: 4.9303 2020-08-06 04:52:44,478 - mmaction - INFO - Epoch [201][1560/3757] lr: 1.135e-02, eta: 2 days, 0:31:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7500, loss_cls: 2.0737, loss: 2.0737, grad_norm: 4.9851 2020-08-06 04:53:00,335 - mmaction - INFO - Epoch [201][1580/3757] lr: 1.135e-02, eta: 2 days, 0:31:29, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7578, loss_cls: 2.0156, loss: 2.0156, grad_norm: 4.8659 2020-08-06 04:53:16,164 - mmaction - INFO - Epoch [201][1600/3757] lr: 1.135e-02, eta: 2 days, 0:31:11, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7703, loss_cls: 2.0191, loss: 2.0191, grad_norm: 4.9273 2020-08-06 04:53:32,020 - mmaction - INFO - Epoch [201][1620/3757] lr: 1.135e-02, eta: 2 days, 0:30:54, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.0855, loss: 2.0855, grad_norm: 4.7341 2020-08-06 04:53:47,867 - mmaction - INFO - Epoch [201][1640/3757] lr: 1.135e-02, eta: 2 days, 0:30:36, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7438, loss_cls: 2.1331, loss: 2.1331, grad_norm: 4.9698 2020-08-06 04:54:03,693 - mmaction - INFO - Epoch [201][1660/3757] lr: 1.135e-02, eta: 2 days, 0:30:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7523, loss_cls: 2.0921, loss: 2.0921, grad_norm: 5.1379 2020-08-06 04:54:19,534 - mmaction - INFO - Epoch [201][1680/3757] lr: 1.135e-02, eta: 2 days, 0:30:01, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7258, loss_cls: 2.2058, loss: 2.2058, grad_norm: 5.0272 2020-08-06 04:54:35,351 - mmaction - INFO - Epoch [201][1700/3757] lr: 1.135e-02, eta: 2 days, 0:29:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7547, loss_cls: 2.0822, loss: 2.0822, grad_norm: 4.8128 2020-08-06 04:54:51,102 - mmaction - INFO - Epoch [201][1720/3757] lr: 1.135e-02, eta: 2 days, 0:29:27, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7414, loss_cls: 2.1448, loss: 2.1448, grad_norm: 5.0499 2020-08-06 04:55:07,007 - mmaction - INFO - Epoch [201][1740/3757] lr: 1.135e-02, eta: 2 days, 0:29:09, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7484, loss_cls: 2.0843, loss: 2.0843, grad_norm: 4.8957 2020-08-06 04:55:22,708 - mmaction - INFO - Epoch [201][1760/3757] lr: 1.135e-02, eta: 2 days, 0:28:52, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7586, loss_cls: 1.9673, loss: 1.9673, grad_norm: 4.8378 2020-08-06 04:55:38,931 - mmaction - INFO - Epoch [201][1780/3757] lr: 1.135e-02, eta: 2 days, 0:28:35, time: 0.811, data_time: 0.019, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1151, loss: 2.1151, grad_norm: 5.0460 2020-08-06 04:55:54,651 - mmaction - INFO - Epoch [201][1800/3757] lr: 1.135e-02, eta: 2 days, 0:28:17, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7445, loss_cls: 2.1041, loss: 2.1041, grad_norm: 5.0423 2020-08-06 04:56:10,447 - mmaction - INFO - Epoch [201][1820/3757] lr: 1.135e-02, eta: 2 days, 0:28:00, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7531, loss_cls: 2.0756, loss: 2.0756, grad_norm: 4.8009 2020-08-06 04:56:26,188 - mmaction - INFO - Epoch [201][1840/3757] lr: 1.135e-02, eta: 2 days, 0:27:42, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7469, loss_cls: 2.1324, loss: 2.1324, grad_norm: 5.0448 2020-08-06 04:56:41,950 - mmaction - INFO - Epoch [201][1860/3757] lr: 1.135e-02, eta: 2 days, 0:27:25, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7570, loss_cls: 2.0764, loss: 2.0764, grad_norm: 5.1438 2020-08-06 04:56:57,807 - mmaction - INFO - Epoch [201][1880/3757] lr: 1.135e-02, eta: 2 days, 0:27:07, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7500, loss_cls: 2.1133, loss: 2.1133, grad_norm: 4.9384 2020-08-06 04:57:13,654 - mmaction - INFO - Epoch [201][1900/3757] lr: 1.135e-02, eta: 2 days, 0:26:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7500, loss_cls: 2.1207, loss: 2.1207, grad_norm: 5.1119 2020-08-06 04:57:29,510 - mmaction - INFO - Epoch [201][1920/3757] lr: 1.135e-02, eta: 2 days, 0:26:32, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7430, loss_cls: 2.0719, loss: 2.0719, grad_norm: 5.0244 2020-08-06 04:57:45,311 - mmaction - INFO - Epoch [201][1940/3757] lr: 1.135e-02, eta: 2 days, 0:26:15, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7492, loss_cls: 2.0663, loss: 2.0663, grad_norm: 4.9500 2020-08-06 04:58:01,152 - mmaction - INFO - Epoch [201][1960/3757] lr: 1.135e-02, eta: 2 days, 0:25:58, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7430, loss_cls: 2.1269, loss: 2.1269, grad_norm: 4.9634 2020-08-06 04:58:16,915 - mmaction - INFO - Epoch [201][1980/3757] lr: 1.135e-02, eta: 2 days, 0:25:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7508, loss_cls: 2.0973, loss: 2.0973, grad_norm: 4.8637 2020-08-06 04:58:32,742 - mmaction - INFO - Epoch [201][2000/3757] lr: 1.135e-02, eta: 2 days, 0:25:23, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7453, loss_cls: 2.1134, loss: 2.1134, grad_norm: 4.9869 2020-08-06 04:58:48,522 - mmaction - INFO - Epoch [201][2020/3757] lr: 1.135e-02, eta: 2 days, 0:25:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7734, loss_cls: 2.0267, loss: 2.0267, grad_norm: 4.8067 2020-08-06 04:59:04,368 - mmaction - INFO - Epoch [201][2040/3757] lr: 1.135e-02, eta: 2 days, 0:24:48, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7625, loss_cls: 2.0835, loss: 2.0835, grad_norm: 4.9236 2020-08-06 04:59:20,233 - mmaction - INFO - Epoch [201][2060/3757] lr: 1.135e-02, eta: 2 days, 0:24:30, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7578, loss_cls: 2.0693, loss: 2.0693, grad_norm: 5.0248 2020-08-06 04:59:36,061 - mmaction - INFO - Epoch [201][2080/3757] lr: 1.135e-02, eta: 2 days, 0:24:13, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7641, loss_cls: 2.0813, loss: 2.0813, grad_norm: 5.0058 2020-08-06 04:59:51,843 - mmaction - INFO - Epoch [201][2100/3757] lr: 1.135e-02, eta: 2 days, 0:23:56, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7617, loss_cls: 1.9775, loss: 1.9775, grad_norm: 4.9491 2020-08-06 05:00:11,981 - mmaction - INFO - Epoch [201][2120/3757] lr: 1.135e-02, eta: 2 days, 0:23:41, time: 1.005, data_time: 0.006, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7586, loss_cls: 2.0707, loss: 2.0707, grad_norm: 5.0927 2020-08-06 05:00:27,781 - mmaction - INFO - Epoch [201][2140/3757] lr: 1.135e-02, eta: 2 days, 0:23:24, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7633, loss_cls: 2.0346, loss: 2.0346, grad_norm: 4.9621 2020-08-06 05:00:43,584 - mmaction - INFO - Epoch [201][2160/3757] lr: 1.135e-02, eta: 2 days, 0:23:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7648, loss_cls: 2.0553, loss: 2.0553, grad_norm: 4.9972 2020-08-06 05:00:59,414 - mmaction - INFO - Epoch [201][2180/3757] lr: 1.135e-02, eta: 2 days, 0:22:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7570, loss_cls: 2.0244, loss: 2.0244, grad_norm: 4.9179 2020-08-06 05:01:15,249 - mmaction - INFO - Epoch [201][2200/3757] lr: 1.135e-02, eta: 2 days, 0:22:32, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7555, loss_cls: 2.1204, loss: 2.1204, grad_norm: 5.0786 2020-08-06 05:01:31,063 - mmaction - INFO - Epoch [201][2220/3757] lr: 1.135e-02, eta: 2 days, 0:22:14, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7523, loss_cls: 2.1449, loss: 2.1449, grad_norm: 5.0817 2020-08-06 05:01:46,833 - mmaction - INFO - Epoch [201][2240/3757] lr: 1.135e-02, eta: 2 days, 0:21:57, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7695, loss_cls: 2.0002, loss: 2.0002, grad_norm: 4.9682 2020-08-06 05:02:02,673 - mmaction - INFO - Epoch [201][2260/3757] lr: 1.135e-02, eta: 2 days, 0:21:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7578, loss_cls: 2.0355, loss: 2.0355, grad_norm: 5.0505 2020-08-06 05:02:18,525 - mmaction - INFO - Epoch [201][2280/3757] lr: 1.135e-02, eta: 2 days, 0:21:22, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7461, loss_cls: 2.0446, loss: 2.0446, grad_norm: 4.8568 2020-08-06 05:02:34,462 - mmaction - INFO - Epoch [201][2300/3757] lr: 1.135e-02, eta: 2 days, 0:21:05, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7281, loss_cls: 2.2057, loss: 2.2057, grad_norm: 5.0410 2020-08-06 05:02:50,224 - mmaction - INFO - Epoch [201][2320/3757] lr: 1.135e-02, eta: 2 days, 0:20:47, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.1434, loss: 2.1434, grad_norm: 5.1354 2020-08-06 05:03:07,964 - mmaction - INFO - Epoch [201][2340/3757] lr: 1.135e-02, eta: 2 days, 0:20:31, time: 0.887, data_time: 0.098, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7305, loss_cls: 2.1149, loss: 2.1149, grad_norm: 4.9759 2020-08-06 05:03:23,840 - mmaction - INFO - Epoch [201][2360/3757] lr: 1.135e-02, eta: 2 days, 0:20:14, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7641, loss_cls: 2.0547, loss: 2.0547, grad_norm: 4.9557 2020-08-06 05:03:42,322 - mmaction - INFO - Epoch [201][2380/3757] lr: 1.135e-02, eta: 2 days, 0:19:58, time: 0.924, data_time: 0.138, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7547, loss_cls: 2.0804, loss: 2.0804, grad_norm: 4.9819 2020-08-06 05:03:58,142 - mmaction - INFO - Epoch [201][2400/3757] lr: 1.135e-02, eta: 2 days, 0:19:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7227, loss_cls: 2.1782, loss: 2.1782, grad_norm: 5.1527 2020-08-06 05:04:13,965 - mmaction - INFO - Epoch [201][2420/3757] lr: 1.135e-02, eta: 2 days, 0:19:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7445, loss_cls: 2.0907, loss: 2.0907, grad_norm: 4.9391 2020-08-06 05:04:29,752 - mmaction - INFO - Epoch [201][2440/3757] lr: 1.135e-02, eta: 2 days, 0:19:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7688, loss_cls: 2.0392, loss: 2.0392, grad_norm: 4.9376 2020-08-06 05:04:45,596 - mmaction - INFO - Epoch [201][2460/3757] lr: 1.135e-02, eta: 2 days, 0:18:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7539, loss_cls: 2.0219, loss: 2.0219, grad_norm: 4.8896 2020-08-06 05:05:01,418 - mmaction - INFO - Epoch [201][2480/3757] lr: 1.135e-02, eta: 2 days, 0:18:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7398, loss_cls: 2.0840, loss: 2.0840, grad_norm: 4.9588 2020-08-06 05:05:17,252 - mmaction - INFO - Epoch [201][2500/3757] lr: 1.135e-02, eta: 2 days, 0:18:14, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7531, loss_cls: 2.0783, loss: 2.0783, grad_norm: 5.0959 2020-08-06 05:05:32,992 - mmaction - INFO - Epoch [201][2520/3757] lr: 1.135e-02, eta: 2 days, 0:17:56, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7570, loss_cls: 2.0495, loss: 2.0495, grad_norm: 5.0958 2020-08-06 05:05:48,804 - mmaction - INFO - Epoch [201][2540/3757] lr: 1.135e-02, eta: 2 days, 0:17:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7430, loss_cls: 2.1531, loss: 2.1531, grad_norm: 5.0702 2020-08-06 05:06:04,620 - mmaction - INFO - Epoch [201][2560/3757] lr: 1.135e-02, eta: 2 days, 0:17:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7289, loss_cls: 2.2294, loss: 2.2294, grad_norm: 5.0120 2020-08-06 05:06:20,497 - mmaction - INFO - Epoch [201][2580/3757] lr: 1.135e-02, eta: 2 days, 0:17:04, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7352, loss_cls: 2.1861, loss: 2.1861, grad_norm: 5.0187 2020-08-06 05:06:36,284 - mmaction - INFO - Epoch [201][2600/3757] lr: 1.135e-02, eta: 2 days, 0:16:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7602, loss_cls: 2.0089, loss: 2.0089, grad_norm: 4.8515 2020-08-06 05:06:52,118 - mmaction - INFO - Epoch [201][2620/3757] lr: 1.135e-02, eta: 2 days, 0:16:29, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7680, loss_cls: 2.0281, loss: 2.0281, grad_norm: 4.9617 2020-08-06 05:07:07,935 - mmaction - INFO - Epoch [201][2640/3757] lr: 1.135e-02, eta: 2 days, 0:16:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7461, loss_cls: 2.1172, loss: 2.1172, grad_norm: 5.0279 2020-08-06 05:07:23,713 - mmaction - INFO - Epoch [201][2660/3757] lr: 1.135e-02, eta: 2 days, 0:15:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7508, loss_cls: 2.1142, loss: 2.1142, grad_norm: 4.8048 2020-08-06 05:07:39,575 - mmaction - INFO - Epoch [201][2680/3757] lr: 1.135e-02, eta: 2 days, 0:15:37, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7133, loss_cls: 2.2318, loss: 2.2318, grad_norm: 4.7478 2020-08-06 05:07:55,393 - mmaction - INFO - Epoch [201][2700/3757] lr: 1.135e-02, eta: 2 days, 0:15:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7453, loss_cls: 2.0933, loss: 2.0933, grad_norm: 4.8726 2020-08-06 05:08:11,230 - mmaction - INFO - Epoch [201][2720/3757] lr: 1.135e-02, eta: 2 days, 0:15:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7547, loss_cls: 2.0540, loss: 2.0540, grad_norm: 4.9784 2020-08-06 05:08:27,064 - mmaction - INFO - Epoch [201][2740/3757] lr: 1.135e-02, eta: 2 days, 0:14:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7445, loss_cls: 2.1435, loss: 2.1435, grad_norm: 4.8227 2020-08-06 05:08:42,856 - mmaction - INFO - Epoch [201][2760/3757] lr: 1.135e-02, eta: 2 days, 0:14:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1370, loss: 2.1370, grad_norm: 4.9639 2020-08-06 05:08:58,678 - mmaction - INFO - Epoch [201][2780/3757] lr: 1.135e-02, eta: 2 days, 0:14:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7469, loss_cls: 2.0660, loss: 2.0660, grad_norm: 4.8733 2020-08-06 05:09:14,516 - mmaction - INFO - Epoch [201][2800/3757] lr: 1.135e-02, eta: 2 days, 0:13:53, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7359, loss_cls: 2.1482, loss: 2.1482, grad_norm: 4.8966 2020-08-06 05:09:30,288 - mmaction - INFO - Epoch [201][2820/3757] lr: 1.135e-02, eta: 2 days, 0:13:35, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7617, loss_cls: 2.0332, loss: 2.0332, grad_norm: 4.9346 2020-08-06 05:09:46,058 - mmaction - INFO - Epoch [201][2840/3757] lr: 1.135e-02, eta: 2 days, 0:13:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7672, loss_cls: 1.9827, loss: 1.9827, grad_norm: 4.7852 2020-08-06 05:10:01,869 - mmaction - INFO - Epoch [201][2860/3757] lr: 1.135e-02, eta: 2 days, 0:13:00, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7414, loss_cls: 2.1403, loss: 2.1403, grad_norm: 4.9577 2020-08-06 05:10:17,585 - mmaction - INFO - Epoch [201][2880/3757] lr: 1.135e-02, eta: 2 days, 0:12:43, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7758, loss_cls: 1.9937, loss: 1.9937, grad_norm: 4.9249 2020-08-06 05:10:33,360 - mmaction - INFO - Epoch [201][2900/3757] lr: 1.135e-02, eta: 2 days, 0:12:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7406, loss_cls: 2.1311, loss: 2.1311, grad_norm: 5.1073 2020-08-06 05:10:49,204 - mmaction - INFO - Epoch [201][2920/3757] lr: 1.135e-02, eta: 2 days, 0:12:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7406, loss_cls: 2.1452, loss: 2.1452, grad_norm: 5.1467 2020-08-06 05:11:05,015 - mmaction - INFO - Epoch [201][2940/3757] lr: 1.135e-02, eta: 2 days, 0:11:51, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7516, loss_cls: 2.0760, loss: 2.0760, grad_norm: 4.9003 2020-08-06 05:11:20,751 - mmaction - INFO - Epoch [201][2960/3757] lr: 1.135e-02, eta: 2 days, 0:11:33, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7555, loss_cls: 2.0653, loss: 2.0653, grad_norm: 4.9380 2020-08-06 05:11:36,561 - mmaction - INFO - Epoch [201][2980/3757] lr: 1.135e-02, eta: 2 days, 0:11:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7367, loss_cls: 2.1628, loss: 2.1628, grad_norm: 5.0575 2020-08-06 05:11:52,421 - mmaction - INFO - Epoch [201][3000/3757] lr: 1.135e-02, eta: 2 days, 0:10:58, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7508, loss_cls: 2.0820, loss: 2.0820, grad_norm: 4.8851 2020-08-06 05:12:08,195 - mmaction - INFO - Epoch [201][3020/3757] lr: 1.135e-02, eta: 2 days, 0:10:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7617, loss_cls: 2.0956, loss: 2.0956, grad_norm: 4.9549 2020-08-06 05:12:24,019 - mmaction - INFO - Epoch [201][3040/3757] lr: 1.135e-02, eta: 2 days, 0:10:23, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7422, loss_cls: 2.1851, loss: 2.1851, grad_norm: 4.9861 2020-08-06 05:12:39,774 - mmaction - INFO - Epoch [201][3060/3757] lr: 1.135e-02, eta: 2 days, 0:10:06, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7461, loss_cls: 2.0685, loss: 2.0685, grad_norm: 4.9851 2020-08-06 05:12:55,718 - mmaction - INFO - Epoch [201][3080/3757] lr: 1.135e-02, eta: 2 days, 0:09:49, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7422, loss_cls: 2.0986, loss: 2.0986, grad_norm: 5.0274 2020-08-06 05:13:11,392 - mmaction - INFO - Epoch [201][3100/3757] lr: 1.135e-02, eta: 2 days, 0:09:31, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7672, loss_cls: 2.0660, loss: 2.0660, grad_norm: 5.0449 2020-08-06 05:13:27,223 - mmaction - INFO - Epoch [201][3120/3757] lr: 1.135e-02, eta: 2 days, 0:09:14, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7375, loss_cls: 2.1673, loss: 2.1673, grad_norm: 5.0971 2020-08-06 05:13:42,919 - mmaction - INFO - Epoch [201][3140/3757] lr: 1.135e-02, eta: 2 days, 0:08:56, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7297, loss_cls: 2.1758, loss: 2.1758, grad_norm: 5.0336 2020-08-06 05:13:58,741 - mmaction - INFO - Epoch [201][3160/3757] lr: 1.135e-02, eta: 2 days, 0:08:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7602, loss_cls: 2.0557, loss: 2.0557, grad_norm: 5.0061 2020-08-06 05:14:14,505 - mmaction - INFO - Epoch [201][3180/3757] lr: 1.135e-02, eta: 2 days, 0:08:21, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7359, loss_cls: 2.1527, loss: 2.1527, grad_norm: 4.9836 2020-08-06 05:14:30,352 - mmaction - INFO - Epoch [201][3200/3757] lr: 1.135e-02, eta: 2 days, 0:08:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.1288, loss: 2.1288, grad_norm: 4.8487 2020-08-06 05:14:46,162 - mmaction - INFO - Epoch [201][3220/3757] lr: 1.135e-02, eta: 2 days, 0:07:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7516, loss_cls: 2.1171, loss: 2.1171, grad_norm: 4.9796 2020-08-06 05:15:01,993 - mmaction - INFO - Epoch [201][3240/3757] lr: 1.135e-02, eta: 2 days, 0:07:29, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7344, loss_cls: 2.1369, loss: 2.1369, grad_norm: 4.7803 2020-08-06 05:15:17,748 - mmaction - INFO - Epoch [201][3260/3757] lr: 1.135e-02, eta: 2 days, 0:07:12, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7336, loss_cls: 2.1539, loss: 2.1539, grad_norm: 4.8546 2020-08-06 05:15:33,541 - mmaction - INFO - Epoch [201][3280/3757] lr: 1.135e-02, eta: 2 days, 0:06:54, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7430, loss_cls: 2.1336, loss: 2.1336, grad_norm: 4.9689 2020-08-06 05:15:49,347 - mmaction - INFO - Epoch [201][3300/3757] lr: 1.135e-02, eta: 2 days, 0:06:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7586, loss_cls: 2.0602, loss: 2.0602, grad_norm: 4.9588 2020-08-06 05:16:05,129 - mmaction - INFO - Epoch [201][3320/3757] lr: 1.135e-02, eta: 2 days, 0:06:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7219, loss_cls: 2.2689, loss: 2.2689, grad_norm: 5.1100 2020-08-06 05:16:20,951 - mmaction - INFO - Epoch [201][3340/3757] lr: 1.135e-02, eta: 2 days, 0:06:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7391, loss_cls: 2.1992, loss: 2.1992, grad_norm: 5.0829 2020-08-06 05:16:36,786 - mmaction - INFO - Epoch [201][3360/3757] lr: 1.135e-02, eta: 2 days, 0:05:44, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7422, loss_cls: 2.0729, loss: 2.0729, grad_norm: 4.9018 2020-08-06 05:16:52,594 - mmaction - INFO - Epoch [201][3380/3757] lr: 1.135e-02, eta: 2 days, 0:05:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7477, loss_cls: 2.1250, loss: 2.1250, grad_norm: 4.9282 2020-08-06 05:17:08,354 - mmaction - INFO - Epoch [201][3400/3757] lr: 1.135e-02, eta: 2 days, 0:05:10, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7289, loss_cls: 2.1638, loss: 2.1638, grad_norm: 4.9088 2020-08-06 05:17:24,201 - mmaction - INFO - Epoch [201][3420/3757] lr: 1.135e-02, eta: 2 days, 0:04:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7547, loss_cls: 2.1112, loss: 2.1112, grad_norm: 4.9434 2020-08-06 05:17:39,984 - mmaction - INFO - Epoch [201][3440/3757] lr: 1.135e-02, eta: 2 days, 0:04:35, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.1046, loss: 2.1046, grad_norm: 4.9236 2020-08-06 05:17:55,776 - mmaction - INFO - Epoch [201][3460/3757] lr: 1.135e-02, eta: 2 days, 0:04:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7445, loss_cls: 2.0371, loss: 2.0371, grad_norm: 5.0580 2020-08-06 05:18:11,659 - mmaction - INFO - Epoch [201][3480/3757] lr: 1.135e-02, eta: 2 days, 0:04:00, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7617, loss_cls: 2.0289, loss: 2.0289, grad_norm: 4.9148 2020-08-06 05:18:27,389 - mmaction - INFO - Epoch [201][3500/3757] lr: 1.135e-02, eta: 2 days, 0:03:43, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7359, loss_cls: 2.1212, loss: 2.1212, grad_norm: 4.8495 2020-08-06 05:18:43,261 - mmaction - INFO - Epoch [201][3520/3757] lr: 1.135e-02, eta: 2 days, 0:03:25, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7359, loss_cls: 2.0474, loss: 2.0474, grad_norm: 4.7849 2020-08-06 05:18:59,003 - mmaction - INFO - Epoch [201][3540/3757] lr: 1.135e-02, eta: 2 days, 0:03:08, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7266, loss_cls: 2.1953, loss: 2.1953, grad_norm: 4.9139 2020-08-06 05:19:14,881 - mmaction - INFO - Epoch [201][3560/3757] lr: 1.135e-02, eta: 2 days, 0:02:50, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7344, loss_cls: 2.1388, loss: 2.1388, grad_norm: 4.9598 2020-08-06 05:19:30,595 - mmaction - INFO - Epoch [201][3580/3757] lr: 1.135e-02, eta: 2 days, 0:02:33, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7516, loss_cls: 2.0876, loss: 2.0876, grad_norm: 4.9985 2020-08-06 05:19:46,396 - mmaction - INFO - Epoch [201][3600/3757] lr: 1.135e-02, eta: 2 days, 0:02:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7555, loss_cls: 2.0815, loss: 2.0815, grad_norm: 4.9563 2020-08-06 05:20:02,187 - mmaction - INFO - Epoch [201][3620/3757] lr: 1.135e-02, eta: 2 days, 0:01:58, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1305, loss: 2.1305, grad_norm: 5.0044 2020-08-06 05:20:17,884 - mmaction - INFO - Epoch [201][3640/3757] lr: 1.135e-02, eta: 2 days, 0:01:40, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.1925, loss: 2.1925, grad_norm: 5.1654 2020-08-06 05:20:33,779 - mmaction - INFO - Epoch [201][3660/3757] lr: 1.135e-02, eta: 2 days, 0:01:23, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.1537, loss: 2.1537, grad_norm: 5.0240 2020-08-06 05:20:49,625 - mmaction - INFO - Epoch [201][3680/3757] lr: 1.135e-02, eta: 2 days, 0:01:06, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7398, loss_cls: 2.1034, loss: 2.1034, grad_norm: 4.8867 2020-08-06 05:21:05,432 - mmaction - INFO - Epoch [201][3700/3757] lr: 1.135e-02, eta: 2 days, 0:00:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7336, loss_cls: 2.1310, loss: 2.1310, grad_norm: 5.0144 2020-08-06 05:21:21,280 - mmaction - INFO - Epoch [201][3720/3757] lr: 1.135e-02, eta: 2 days, 0:00:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7516, loss_cls: 2.0941, loss: 2.0941, grad_norm: 4.8225 2020-08-06 05:21:37,066 - mmaction - INFO - Epoch [201][3740/3757] lr: 1.135e-02, eta: 2 days, 0:00:13, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7352, loss_cls: 2.1037, loss: 2.1037, grad_norm: 5.0343 2020-08-06 05:24:42,213 - mmaction - INFO - Epoch [202][20/3757] lr: 1.096e-02, eta: 2 days, 0:01:21, time: 8.106, data_time: 7.272, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7656, loss_cls: 1.9924, loss: 1.9924, grad_norm: 4.9567 2020-08-06 05:24:58,026 - mmaction - INFO - Epoch [202][40/3757] lr: 1.096e-02, eta: 2 days, 0:01:04, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7383, loss_cls: 2.0325, loss: 2.0325, grad_norm: 5.0362 2020-08-06 05:25:13,795 - mmaction - INFO - Epoch [202][60/3757] lr: 1.096e-02, eta: 2 days, 0:00:46, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7648, loss_cls: 2.0085, loss: 2.0085, grad_norm: 4.8817 2020-08-06 05:25:29,672 - mmaction - INFO - Epoch [202][80/3757] lr: 1.096e-02, eta: 2 days, 0:00:29, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7484, loss_cls: 2.0661, loss: 2.0661, grad_norm: 4.9535 2020-08-06 05:25:45,460 - mmaction - INFO - Epoch [202][100/3757] lr: 1.096e-02, eta: 2 days, 0:00:12, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7750, loss_cls: 1.9814, loss: 1.9814, grad_norm: 4.9881 2020-08-06 05:26:01,319 - mmaction - INFO - Epoch [202][120/3757] lr: 1.096e-02, eta: 1 day, 23:59:54, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7375, loss_cls: 2.1960, loss: 2.1960, grad_norm: 5.1073 2020-08-06 05:26:17,165 - mmaction - INFO - Epoch [202][140/3757] lr: 1.096e-02, eta: 1 day, 23:59:37, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7445, loss_cls: 2.0798, loss: 2.0798, grad_norm: 4.9537 2020-08-06 05:26:32,995 - mmaction - INFO - Epoch [202][160/3757] lr: 1.096e-02, eta: 1 day, 23:59:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7562, loss_cls: 2.0719, loss: 2.0719, grad_norm: 5.0602 2020-08-06 05:26:48,839 - mmaction - INFO - Epoch [202][180/3757] lr: 1.096e-02, eta: 1 day, 23:59:02, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 2.0138, loss: 2.0138, grad_norm: 4.9208 2020-08-06 05:27:04,667 - mmaction - INFO - Epoch [202][200/3757] lr: 1.096e-02, eta: 1 day, 23:58:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7734, loss_cls: 1.9789, loss: 1.9789, grad_norm: 4.9109 2020-08-06 05:27:20,900 - mmaction - INFO - Epoch [202][220/3757] lr: 1.096e-02, eta: 1 day, 23:58:27, time: 0.812, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7555, loss_cls: 2.0765, loss: 2.0765, grad_norm: 4.9232 2020-08-06 05:27:36,946 - mmaction - INFO - Epoch [202][240/3757] lr: 1.096e-02, eta: 1 day, 23:58:10, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7688, loss_cls: 1.9821, loss: 1.9821, grad_norm: 4.7714 2020-08-06 05:27:53,826 - mmaction - INFO - Epoch [202][260/3757] lr: 1.096e-02, eta: 1 day, 23:57:54, time: 0.845, data_time: 0.055, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7477, loss_cls: 2.0324, loss: 2.0324, grad_norm: 4.9976 2020-08-06 05:28:09,695 - mmaction - INFO - Epoch [202][280/3757] lr: 1.096e-02, eta: 1 day, 23:57:36, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7633, loss_cls: 2.0343, loss: 2.0343, grad_norm: 5.0348 2020-08-06 05:28:26,287 - mmaction - INFO - Epoch [202][300/3757] lr: 1.096e-02, eta: 1 day, 23:57:19, time: 0.829, data_time: 0.003, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0669, loss: 2.0669, grad_norm: 5.0205 2020-08-06 05:28:42,102 - mmaction - INFO - Epoch [202][320/3757] lr: 1.096e-02, eta: 1 day, 23:57:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7578, loss_cls: 2.0189, loss: 2.0189, grad_norm: 5.0011 2020-08-06 05:28:57,983 - mmaction - INFO - Epoch [202][340/3757] lr: 1.096e-02, eta: 1 day, 23:56:45, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7523, loss_cls: 2.1234, loss: 2.1234, grad_norm: 5.0410 2020-08-06 05:29:13,744 - mmaction - INFO - Epoch [202][360/3757] lr: 1.096e-02, eta: 1 day, 23:56:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7523, loss_cls: 2.0272, loss: 2.0272, grad_norm: 5.0316 2020-08-06 05:29:29,518 - mmaction - INFO - Epoch [202][380/3757] lr: 1.096e-02, eta: 1 day, 23:56:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7516, loss_cls: 2.1138, loss: 2.1138, grad_norm: 5.0902 2020-08-06 05:29:45,320 - mmaction - INFO - Epoch [202][400/3757] lr: 1.096e-02, eta: 1 day, 23:55:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7445, loss_cls: 2.0881, loss: 2.0881, grad_norm: 4.7978 2020-08-06 05:30:01,213 - mmaction - INFO - Epoch [202][420/3757] lr: 1.096e-02, eta: 1 day, 23:55:35, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7547, loss_cls: 2.0546, loss: 2.0546, grad_norm: 4.7033 2020-08-06 05:30:16,895 - mmaction - INFO - Epoch [202][440/3757] lr: 1.096e-02, eta: 1 day, 23:55:17, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7680, loss_cls: 2.0923, loss: 2.0923, grad_norm: 4.9900 2020-08-06 05:30:32,744 - mmaction - INFO - Epoch [202][460/3757] lr: 1.096e-02, eta: 1 day, 23:55:00, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7602, loss_cls: 2.1158, loss: 2.1158, grad_norm: 4.9730 2020-08-06 05:30:48,534 - mmaction - INFO - Epoch [202][480/3757] lr: 1.096e-02, eta: 1 day, 23:54:43, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7398, loss_cls: 2.1047, loss: 2.1047, grad_norm: 4.9110 2020-08-06 05:31:04,344 - mmaction - INFO - Epoch [202][500/3757] lr: 1.096e-02, eta: 1 day, 23:54:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.0975, loss: 2.0975, grad_norm: 4.9293 2020-08-06 05:31:20,158 - mmaction - INFO - Epoch [202][520/3757] lr: 1.096e-02, eta: 1 day, 23:54:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4930, top5_acc: 0.7156, loss_cls: 2.2097, loss: 2.2097, grad_norm: 4.9811 2020-08-06 05:31:36,014 - mmaction - INFO - Epoch [202][540/3757] lr: 1.096e-02, eta: 1 day, 23:53:50, time: 0.793, data_time: 0.008, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7492, loss_cls: 2.1004, loss: 2.1004, grad_norm: 4.9011 2020-08-06 05:31:51,732 - mmaction - INFO - Epoch [202][560/3757] lr: 1.096e-02, eta: 1 day, 23:53:33, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7445, loss_cls: 2.1451, loss: 2.1451, grad_norm: 5.0516 2020-08-06 05:32:07,479 - mmaction - INFO - Epoch [202][580/3757] lr: 1.096e-02, eta: 1 day, 23:53:15, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7555, loss_cls: 2.0046, loss: 2.0046, grad_norm: 4.8108 2020-08-06 05:32:23,306 - mmaction - INFO - Epoch [202][600/3757] lr: 1.096e-02, eta: 1 day, 23:52:58, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7523, loss_cls: 2.0713, loss: 2.0713, grad_norm: 4.9442 2020-08-06 05:32:39,130 - mmaction - INFO - Epoch [202][620/3757] lr: 1.096e-02, eta: 1 day, 23:52:40, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4938, top5_acc: 0.7336, loss_cls: 2.1302, loss: 2.1302, grad_norm: 5.0874 2020-08-06 05:32:54,981 - mmaction - INFO - Epoch [202][640/3757] lr: 1.096e-02, eta: 1 day, 23:52:23, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7680, loss_cls: 2.0030, loss: 2.0030, grad_norm: 4.9030 2020-08-06 05:33:10,729 - mmaction - INFO - Epoch [202][660/3757] lr: 1.096e-02, eta: 1 day, 23:52:06, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7500, loss_cls: 2.0599, loss: 2.0599, grad_norm: 5.1260 2020-08-06 05:33:26,553 - mmaction - INFO - Epoch [202][680/3757] lr: 1.096e-02, eta: 1 day, 23:51:48, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7555, loss_cls: 2.0785, loss: 2.0785, grad_norm: 5.1623 2020-08-06 05:33:42,345 - mmaction - INFO - Epoch [202][700/3757] lr: 1.096e-02, eta: 1 day, 23:51:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7406, loss_cls: 2.1070, loss: 2.1070, grad_norm: 4.9684 2020-08-06 05:33:58,217 - mmaction - INFO - Epoch [202][720/3757] lr: 1.096e-02, eta: 1 day, 23:51:13, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7352, loss_cls: 2.0918, loss: 2.0918, grad_norm: 5.0496 2020-08-06 05:34:14,002 - mmaction - INFO - Epoch [202][740/3757] lr: 1.096e-02, eta: 1 day, 23:50:56, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7445, loss_cls: 2.0679, loss: 2.0679, grad_norm: 5.0723 2020-08-06 05:34:29,819 - mmaction - INFO - Epoch [202][760/3757] lr: 1.096e-02, eta: 1 day, 23:50:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7352, loss_cls: 2.1234, loss: 2.1234, grad_norm: 5.1944 2020-08-06 05:34:45,638 - mmaction - INFO - Epoch [202][780/3757] lr: 1.096e-02, eta: 1 day, 23:50:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7453, loss_cls: 2.1260, loss: 2.1260, grad_norm: 5.0876 2020-08-06 05:35:01,435 - mmaction - INFO - Epoch [202][800/3757] lr: 1.096e-02, eta: 1 day, 23:50:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7484, loss_cls: 2.1012, loss: 2.1012, grad_norm: 5.0804 2020-08-06 05:35:17,316 - mmaction - INFO - Epoch [202][820/3757] lr: 1.096e-02, eta: 1 day, 23:49:46, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7570, loss_cls: 2.0558, loss: 2.0558, grad_norm: 4.9325 2020-08-06 05:35:33,240 - mmaction - INFO - Epoch [202][840/3757] lr: 1.096e-02, eta: 1 day, 23:49:29, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7305, loss_cls: 2.2128, loss: 2.2128, grad_norm: 5.2546 2020-08-06 05:35:49,045 - mmaction - INFO - Epoch [202][860/3757] lr: 1.096e-02, eta: 1 day, 23:49:12, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7578, loss_cls: 2.0563, loss: 2.0563, grad_norm: 4.9678 2020-08-06 05:36:04,858 - mmaction - INFO - Epoch [202][880/3757] lr: 1.096e-02, eta: 1 day, 23:48:54, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7453, loss_cls: 2.0803, loss: 2.0803, grad_norm: 5.0238 2020-08-06 05:36:20,647 - mmaction - INFO - Epoch [202][900/3757] lr: 1.096e-02, eta: 1 day, 23:48:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7578, loss_cls: 2.0520, loss: 2.0520, grad_norm: 5.0729 2020-08-06 05:36:36,443 - mmaction - INFO - Epoch [202][920/3757] lr: 1.096e-02, eta: 1 day, 23:48:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7516, loss_cls: 2.1153, loss: 2.1153, grad_norm: 5.0469 2020-08-06 05:36:52,206 - mmaction - INFO - Epoch [202][940/3757] lr: 1.096e-02, eta: 1 day, 23:48:02, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7430, loss_cls: 2.0912, loss: 2.0912, grad_norm: 4.9206 2020-08-06 05:37:08,049 - mmaction - INFO - Epoch [202][960/3757] lr: 1.096e-02, eta: 1 day, 23:47:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7508, loss_cls: 2.0545, loss: 2.0545, grad_norm: 4.9934 2020-08-06 05:37:23,864 - mmaction - INFO - Epoch [202][980/3757] lr: 1.096e-02, eta: 1 day, 23:47:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7555, loss_cls: 2.0968, loss: 2.0968, grad_norm: 5.0191 2020-08-06 05:37:39,643 - mmaction - INFO - Epoch [202][1000/3757] lr: 1.096e-02, eta: 1 day, 23:47:10, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7414, loss_cls: 2.0774, loss: 2.0774, grad_norm: 4.9563 2020-08-06 05:37:55,467 - mmaction - INFO - Epoch [202][1020/3757] lr: 1.096e-02, eta: 1 day, 23:46:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7484, loss_cls: 2.0860, loss: 2.0860, grad_norm: 5.0924 2020-08-06 05:38:11,301 - mmaction - INFO - Epoch [202][1040/3757] lr: 1.096e-02, eta: 1 day, 23:46:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7531, loss_cls: 2.0533, loss: 2.0533, grad_norm: 5.0005 2020-08-06 05:38:27,071 - mmaction - INFO - Epoch [202][1060/3757] lr: 1.096e-02, eta: 1 day, 23:46:17, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7633, loss_cls: 2.0113, loss: 2.0113, grad_norm: 5.0238 2020-08-06 05:38:42,803 - mmaction - INFO - Epoch [202][1080/3757] lr: 1.096e-02, eta: 1 day, 23:46:00, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7500, loss_cls: 2.0605, loss: 2.0605, grad_norm: 5.0922 2020-08-06 05:38:58,634 - mmaction - INFO - Epoch [202][1100/3757] lr: 1.096e-02, eta: 1 day, 23:45:42, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7734, loss_cls: 1.9512, loss: 1.9512, grad_norm: 5.0273 2020-08-06 05:39:14,474 - mmaction - INFO - Epoch [202][1120/3757] lr: 1.096e-02, eta: 1 day, 23:45:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7273, loss_cls: 2.1482, loss: 2.1482, grad_norm: 5.1027 2020-08-06 05:39:30,337 - mmaction - INFO - Epoch [202][1140/3757] lr: 1.096e-02, eta: 1 day, 23:45:08, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7445, loss_cls: 2.0194, loss: 2.0194, grad_norm: 4.8006 2020-08-06 05:39:46,173 - mmaction - INFO - Epoch [202][1160/3757] lr: 1.096e-02, eta: 1 day, 23:44:50, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7602, loss_cls: 2.0364, loss: 2.0364, grad_norm: 4.9790 2020-08-06 05:40:01,928 - mmaction - INFO - Epoch [202][1180/3757] lr: 1.096e-02, eta: 1 day, 23:44:33, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7492, loss_cls: 2.0888, loss: 2.0888, grad_norm: 4.9923 2020-08-06 05:40:17,589 - mmaction - INFO - Epoch [202][1200/3757] lr: 1.096e-02, eta: 1 day, 23:44:15, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7625, loss_cls: 2.0343, loss: 2.0343, grad_norm: 5.0321 2020-08-06 05:40:33,361 - mmaction - INFO - Epoch [202][1220/3757] lr: 1.096e-02, eta: 1 day, 23:43:58, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7445, loss_cls: 2.0895, loss: 2.0895, grad_norm: 5.0843 2020-08-06 05:40:49,154 - mmaction - INFO - Epoch [202][1240/3757] lr: 1.096e-02, eta: 1 day, 23:43:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7539, loss_cls: 2.0750, loss: 2.0750, grad_norm: 5.0938 2020-08-06 05:41:04,920 - mmaction - INFO - Epoch [202][1260/3757] lr: 1.096e-02, eta: 1 day, 23:43:23, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7586, loss_cls: 2.0407, loss: 2.0407, grad_norm: 4.9231 2020-08-06 05:41:20,702 - mmaction - INFO - Epoch [202][1280/3757] lr: 1.096e-02, eta: 1 day, 23:43:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.1143, loss: 2.1143, grad_norm: 4.8986 2020-08-06 05:41:36,543 - mmaction - INFO - Epoch [202][1300/3757] lr: 1.096e-02, eta: 1 day, 23:42:48, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7547, loss_cls: 2.0206, loss: 2.0206, grad_norm: 4.9265 2020-08-06 05:41:52,316 - mmaction - INFO - Epoch [202][1320/3757] lr: 1.096e-02, eta: 1 day, 23:42:31, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7516, loss_cls: 2.0960, loss: 2.0960, grad_norm: 5.0211 2020-08-06 05:42:08,136 - mmaction - INFO - Epoch [202][1340/3757] lr: 1.096e-02, eta: 1 day, 23:42:13, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7586, loss_cls: 2.1148, loss: 2.1148, grad_norm: 5.0885 2020-08-06 05:42:23,967 - mmaction - INFO - Epoch [202][1360/3757] lr: 1.096e-02, eta: 1 day, 23:41:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7516, loss_cls: 2.0626, loss: 2.0626, grad_norm: 5.0222 2020-08-06 05:42:39,689 - mmaction - INFO - Epoch [202][1380/3757] lr: 1.096e-02, eta: 1 day, 23:41:38, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7695, loss_cls: 1.9854, loss: 1.9854, grad_norm: 5.0379 2020-08-06 05:42:55,570 - mmaction - INFO - Epoch [202][1400/3757] lr: 1.096e-02, eta: 1 day, 23:41:21, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7398, loss_cls: 2.0884, loss: 2.0884, grad_norm: 5.0561 2020-08-06 05:43:11,262 - mmaction - INFO - Epoch [202][1420/3757] lr: 1.096e-02, eta: 1 day, 23:41:03, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7680, loss_cls: 1.9888, loss: 1.9888, grad_norm: 4.7628 2020-08-06 05:43:27,184 - mmaction - INFO - Epoch [202][1440/3757] lr: 1.096e-02, eta: 1 day, 23:40:46, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7570, loss_cls: 2.0451, loss: 2.0451, grad_norm: 4.9918 2020-08-06 05:43:42,908 - mmaction - INFO - Epoch [202][1460/3757] lr: 1.096e-02, eta: 1 day, 23:40:29, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7625, loss_cls: 2.0317, loss: 2.0317, grad_norm: 5.0451 2020-08-06 05:43:58,705 - mmaction - INFO - Epoch [202][1480/3757] lr: 1.096e-02, eta: 1 day, 23:40:11, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7664, loss_cls: 2.0131, loss: 2.0131, grad_norm: 5.0668 2020-08-06 05:44:14,448 - mmaction - INFO - Epoch [202][1500/3757] lr: 1.096e-02, eta: 1 day, 23:39:54, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7469, loss_cls: 2.1168, loss: 2.1168, grad_norm: 5.1132 2020-08-06 05:44:30,193 - mmaction - INFO - Epoch [202][1520/3757] lr: 1.096e-02, eta: 1 day, 23:39:36, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7328, loss_cls: 2.2364, loss: 2.2364, grad_norm: 5.1545 2020-08-06 05:44:45,940 - mmaction - INFO - Epoch [202][1540/3757] lr: 1.096e-02, eta: 1 day, 23:39:19, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1494, loss: 2.1494, grad_norm: 4.9620 2020-08-06 05:45:01,870 - mmaction - INFO - Epoch [202][1560/3757] lr: 1.096e-02, eta: 1 day, 23:39:02, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7266, loss_cls: 2.1518, loss: 2.1518, grad_norm: 4.9416 2020-08-06 05:45:17,600 - mmaction - INFO - Epoch [202][1580/3757] lr: 1.096e-02, eta: 1 day, 23:38:44, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7484, loss_cls: 2.0937, loss: 2.0937, grad_norm: 4.9385 2020-08-06 05:45:33,558 - mmaction - INFO - Epoch [202][1600/3757] lr: 1.096e-02, eta: 1 day, 23:38:27, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7406, loss_cls: 2.0666, loss: 2.0666, grad_norm: 4.6677 2020-08-06 05:45:49,220 - mmaction - INFO - Epoch [202][1620/3757] lr: 1.096e-02, eta: 1 day, 23:38:09, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7516, loss_cls: 2.0746, loss: 2.0746, grad_norm: 4.9703 2020-08-06 05:46:05,062 - mmaction - INFO - Epoch [202][1640/3757] lr: 1.096e-02, eta: 1 day, 23:37:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7539, loss_cls: 2.0349, loss: 2.0349, grad_norm: 4.9388 2020-08-06 05:46:21,006 - mmaction - INFO - Epoch [202][1660/3757] lr: 1.096e-02, eta: 1 day, 23:37:35, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7445, loss_cls: 2.1583, loss: 2.1583, grad_norm: 5.2956 2020-08-06 05:46:36,841 - mmaction - INFO - Epoch [202][1680/3757] lr: 1.096e-02, eta: 1 day, 23:37:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7617, loss_cls: 2.0655, loss: 2.0655, grad_norm: 5.1074 2020-08-06 05:46:52,668 - mmaction - INFO - Epoch [202][1700/3757] lr: 1.096e-02, eta: 1 day, 23:37:00, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7727, loss_cls: 1.9478, loss: 1.9478, grad_norm: 4.8694 2020-08-06 05:47:08,413 - mmaction - INFO - Epoch [202][1720/3757] lr: 1.096e-02, eta: 1 day, 23:36:42, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7562, loss_cls: 2.0449, loss: 2.0449, grad_norm: 4.9484 2020-08-06 05:47:24,273 - mmaction - INFO - Epoch [202][1740/3757] lr: 1.096e-02, eta: 1 day, 23:36:25, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.1255, loss: 2.1255, grad_norm: 5.0772 2020-08-06 05:47:40,045 - mmaction - INFO - Epoch [202][1760/3757] lr: 1.096e-02, eta: 1 day, 23:36:07, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7570, loss_cls: 2.0050, loss: 2.0050, grad_norm: 4.8558 2020-08-06 05:47:55,852 - mmaction - INFO - Epoch [202][1780/3757] lr: 1.096e-02, eta: 1 day, 23:35:50, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7547, loss_cls: 2.0882, loss: 2.0882, grad_norm: 5.1552 2020-08-06 05:48:11,711 - mmaction - INFO - Epoch [202][1800/3757] lr: 1.096e-02, eta: 1 day, 23:35:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7562, loss_cls: 2.0509, loss: 2.0509, grad_norm: 4.9520 2020-08-06 05:48:27,497 - mmaction - INFO - Epoch [202][1820/3757] lr: 1.096e-02, eta: 1 day, 23:35:15, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7594, loss_cls: 2.0252, loss: 2.0252, grad_norm: 4.8179 2020-08-06 05:48:43,302 - mmaction - INFO - Epoch [202][1840/3757] lr: 1.096e-02, eta: 1 day, 23:34:58, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7398, loss_cls: 2.0677, loss: 2.0677, grad_norm: 4.7498 2020-08-06 05:48:59,135 - mmaction - INFO - Epoch [202][1860/3757] lr: 1.096e-02, eta: 1 day, 23:34:40, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7609, loss_cls: 2.0587, loss: 2.0587, grad_norm: 5.0418 2020-08-06 05:49:14,949 - mmaction - INFO - Epoch [202][1880/3757] lr: 1.096e-02, eta: 1 day, 23:34:23, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7711, loss_cls: 1.9900, loss: 1.9900, grad_norm: 5.1754 2020-08-06 05:49:30,750 - mmaction - INFO - Epoch [202][1900/3757] lr: 1.096e-02, eta: 1 day, 23:34:06, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7508, loss_cls: 2.0270, loss: 2.0270, grad_norm: 5.1305 2020-08-06 05:49:46,644 - mmaction - INFO - Epoch [202][1920/3757] lr: 1.096e-02, eta: 1 day, 23:33:48, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7594, loss_cls: 2.0402, loss: 2.0402, grad_norm: 4.8168 2020-08-06 05:50:02,438 - mmaction - INFO - Epoch [202][1940/3757] lr: 1.096e-02, eta: 1 day, 23:33:31, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7672, loss_cls: 1.9934, loss: 1.9934, grad_norm: 4.9609 2020-08-06 05:50:18,147 - mmaction - INFO - Epoch [202][1960/3757] lr: 1.096e-02, eta: 1 day, 23:33:13, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9586, loss: 1.9586, grad_norm: 4.9455 2020-08-06 05:50:34,031 - mmaction - INFO - Epoch [202][1980/3757] lr: 1.096e-02, eta: 1 day, 23:32:56, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7578, loss_cls: 2.0491, loss: 2.0491, grad_norm: 5.0646 2020-08-06 05:50:49,888 - mmaction - INFO - Epoch [202][2000/3757] lr: 1.096e-02, eta: 1 day, 23:32:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7398, loss_cls: 2.1667, loss: 2.1667, grad_norm: 5.1319 2020-08-06 05:51:05,663 - mmaction - INFO - Epoch [202][2020/3757] lr: 1.096e-02, eta: 1 day, 23:32:21, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.1287, loss: 2.1287, grad_norm: 4.9328 2020-08-06 05:51:21,430 - mmaction - INFO - Epoch [202][2040/3757] lr: 1.096e-02, eta: 1 day, 23:32:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7422, loss_cls: 2.1697, loss: 2.1697, grad_norm: 5.0275 2020-08-06 05:51:37,267 - mmaction - INFO - Epoch [202][2060/3757] lr: 1.096e-02, eta: 1 day, 23:31:46, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7414, loss_cls: 2.1104, loss: 2.1104, grad_norm: 5.0072 2020-08-06 05:51:53,047 - mmaction - INFO - Epoch [202][2080/3757] lr: 1.096e-02, eta: 1 day, 23:31:29, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7508, loss_cls: 2.0757, loss: 2.0757, grad_norm: 5.0186 2020-08-06 05:52:08,921 - mmaction - INFO - Epoch [202][2100/3757] lr: 1.096e-02, eta: 1 day, 23:31:12, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7367, loss_cls: 2.1082, loss: 2.1082, grad_norm: 5.0031 2020-08-06 05:52:24,761 - mmaction - INFO - Epoch [202][2120/3757] lr: 1.096e-02, eta: 1 day, 23:30:54, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7328, loss_cls: 2.1862, loss: 2.1862, grad_norm: 5.1096 2020-08-06 05:52:40,633 - mmaction - INFO - Epoch [202][2140/3757] lr: 1.096e-02, eta: 1 day, 23:30:37, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7547, loss_cls: 2.0911, loss: 2.0911, grad_norm: 5.1533 2020-08-06 05:52:56,433 - mmaction - INFO - Epoch [202][2160/3757] lr: 1.096e-02, eta: 1 day, 23:30:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7586, loss_cls: 2.0011, loss: 2.0011, grad_norm: 4.9531 2020-08-06 05:53:12,187 - mmaction - INFO - Epoch [202][2180/3757] lr: 1.096e-02, eta: 1 day, 23:30:02, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7641, loss_cls: 1.9998, loss: 1.9998, grad_norm: 5.0929 2020-08-06 05:53:27,937 - mmaction - INFO - Epoch [202][2200/3757] lr: 1.096e-02, eta: 1 day, 23:29:45, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7562, loss_cls: 2.0726, loss: 2.0726, grad_norm: 5.0835 2020-08-06 05:53:43,680 - mmaction - INFO - Epoch [202][2220/3757] lr: 1.096e-02, eta: 1 day, 23:29:27, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7547, loss_cls: 2.0675, loss: 2.0675, grad_norm: 5.0284 2020-08-06 05:53:59,517 - mmaction - INFO - Epoch [202][2240/3757] lr: 1.096e-02, eta: 1 day, 23:29:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.1263, loss: 2.1263, grad_norm: 5.0546 2020-08-06 05:54:15,323 - mmaction - INFO - Epoch [202][2260/3757] lr: 1.096e-02, eta: 1 day, 23:28:52, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7578, loss_cls: 2.0619, loss: 2.0619, grad_norm: 4.9764 2020-08-06 05:54:31,074 - mmaction - INFO - Epoch [202][2280/3757] lr: 1.096e-02, eta: 1 day, 23:28:35, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7320, loss_cls: 2.1411, loss: 2.1411, grad_norm: 4.9863 2020-08-06 05:54:46,909 - mmaction - INFO - Epoch [202][2300/3757] lr: 1.096e-02, eta: 1 day, 23:28:17, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7508, loss_cls: 2.0662, loss: 2.0662, grad_norm: 4.8969 2020-08-06 05:55:02,744 - mmaction - INFO - Epoch [202][2320/3757] lr: 1.096e-02, eta: 1 day, 23:28:00, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7664, loss_cls: 2.0300, loss: 2.0300, grad_norm: 5.0123 2020-08-06 05:55:18,528 - mmaction - INFO - Epoch [202][2340/3757] lr: 1.096e-02, eta: 1 day, 23:27:43, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7547, loss_cls: 2.0497, loss: 2.0497, grad_norm: 4.9114 2020-08-06 05:55:34,355 - mmaction - INFO - Epoch [202][2360/3757] lr: 1.096e-02, eta: 1 day, 23:27:25, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7508, loss_cls: 2.0717, loss: 2.0717, grad_norm: 4.9407 2020-08-06 05:55:50,137 - mmaction - INFO - Epoch [202][2380/3757] lr: 1.096e-02, eta: 1 day, 23:27:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.0683, loss: 2.0683, grad_norm: 4.9293 2020-08-06 05:56:06,143 - mmaction - INFO - Epoch [202][2400/3757] lr: 1.096e-02, eta: 1 day, 23:26:51, time: 0.800, data_time: 0.011, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7688, loss_cls: 1.9571, loss: 1.9571, grad_norm: 4.7738 2020-08-06 05:56:22,016 - mmaction - INFO - Epoch [202][2420/3757] lr: 1.096e-02, eta: 1 day, 23:26:33, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7680, loss_cls: 1.9705, loss: 1.9705, grad_norm: 5.0109 2020-08-06 05:56:37,715 - mmaction - INFO - Epoch [202][2440/3757] lr: 1.096e-02, eta: 1 day, 23:26:16, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7555, loss_cls: 2.0843, loss: 2.0843, grad_norm: 4.9929 2020-08-06 05:56:53,479 - mmaction - INFO - Epoch [202][2460/3757] lr: 1.096e-02, eta: 1 day, 23:25:58, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7648, loss_cls: 2.0076, loss: 2.0076, grad_norm: 5.0854 2020-08-06 05:57:09,262 - mmaction - INFO - Epoch [202][2480/3757] lr: 1.096e-02, eta: 1 day, 23:25:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7656, loss_cls: 1.9880, loss: 1.9880, grad_norm: 4.9737 2020-08-06 05:57:25,047 - mmaction - INFO - Epoch [202][2500/3757] lr: 1.096e-02, eta: 1 day, 23:25:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7672, loss_cls: 2.0320, loss: 2.0320, grad_norm: 5.1281 2020-08-06 05:57:40,851 - mmaction - INFO - Epoch [202][2520/3757] lr: 1.096e-02, eta: 1 day, 23:25:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7414, loss_cls: 2.1486, loss: 2.1486, grad_norm: 5.0632 2020-08-06 05:57:56,671 - mmaction - INFO - Epoch [202][2540/3757] lr: 1.096e-02, eta: 1 day, 23:24:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7445, loss_cls: 2.1455, loss: 2.1455, grad_norm: 5.0924 2020-08-06 05:58:12,451 - mmaction - INFO - Epoch [202][2560/3757] lr: 1.096e-02, eta: 1 day, 23:24:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4852, top5_acc: 0.7188, loss_cls: 2.2490, loss: 2.2490, grad_norm: 5.2379 2020-08-06 05:58:28,206 - mmaction - INFO - Epoch [202][2580/3757] lr: 1.096e-02, eta: 1 day, 23:24:14, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7406, loss_cls: 2.1471, loss: 2.1471, grad_norm: 5.0560 2020-08-06 05:58:44,045 - mmaction - INFO - Epoch [202][2600/3757] lr: 1.096e-02, eta: 1 day, 23:23:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7391, loss_cls: 2.0987, loss: 2.0987, grad_norm: 5.0415 2020-08-06 05:58:59,852 - mmaction - INFO - Epoch [202][2620/3757] lr: 1.096e-02, eta: 1 day, 23:23:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7453, loss_cls: 2.1108, loss: 2.1108, grad_norm: 5.1679 2020-08-06 05:59:15,670 - mmaction - INFO - Epoch [202][2640/3757] lr: 1.096e-02, eta: 1 day, 23:23:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.1454, loss: 2.1454, grad_norm: 5.1037 2020-08-06 05:59:31,465 - mmaction - INFO - Epoch [202][2660/3757] lr: 1.096e-02, eta: 1 day, 23:23:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7570, loss_cls: 2.0414, loss: 2.0414, grad_norm: 4.8908 2020-08-06 05:59:47,294 - mmaction - INFO - Epoch [202][2680/3757] lr: 1.096e-02, eta: 1 day, 23:22:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7555, loss_cls: 2.0756, loss: 2.0756, grad_norm: 5.1435 2020-08-06 06:00:06,164 - mmaction - INFO - Epoch [202][2700/3757] lr: 1.096e-02, eta: 1 day, 23:22:30, time: 0.853, data_time: 0.002, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7531, loss_cls: 2.0678, loss: 2.0678, grad_norm: 4.9711 2020-08-06 06:00:24,819 - mmaction - INFO - Epoch [202][2720/3757] lr: 1.096e-02, eta: 1 day, 23:22:16, time: 1.024, data_time: 0.103, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7125, loss_cls: 2.2496, loss: 2.2496, grad_norm: 5.1142 2020-08-06 06:00:40,644 - mmaction - INFO - Epoch [202][2740/3757] lr: 1.096e-02, eta: 1 day, 23:21:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7289, loss_cls: 2.1950, loss: 2.1950, grad_norm: 5.1296 2020-08-06 06:00:56,514 - mmaction - INFO - Epoch [202][2760/3757] lr: 1.096e-02, eta: 1 day, 23:21:42, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7359, loss_cls: 2.1509, loss: 2.1509, grad_norm: 5.0595 2020-08-06 06:01:12,363 - mmaction - INFO - Epoch [202][2780/3757] lr: 1.096e-02, eta: 1 day, 23:21:24, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7414, loss_cls: 2.0602, loss: 2.0602, grad_norm: 4.9113 2020-08-06 06:01:28,143 - mmaction - INFO - Epoch [202][2800/3757] lr: 1.096e-02, eta: 1 day, 23:21:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7648, loss_cls: 2.0182, loss: 2.0182, grad_norm: 4.9053 2020-08-06 06:01:43,904 - mmaction - INFO - Epoch [202][2820/3757] lr: 1.096e-02, eta: 1 day, 23:20:49, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7445, loss_cls: 2.1681, loss: 2.1681, grad_norm: 5.1295 2020-08-06 06:01:59,780 - mmaction - INFO - Epoch [202][2840/3757] lr: 1.096e-02, eta: 1 day, 23:20:32, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7445, loss_cls: 2.1219, loss: 2.1219, grad_norm: 5.1190 2020-08-06 06:02:15,597 - mmaction - INFO - Epoch [202][2860/3757] lr: 1.096e-02, eta: 1 day, 23:20:15, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7508, loss_cls: 2.1064, loss: 2.1064, grad_norm: 5.1254 2020-08-06 06:02:31,463 - mmaction - INFO - Epoch [202][2880/3757] lr: 1.096e-02, eta: 1 day, 23:19:57, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7531, loss_cls: 2.0830, loss: 2.0830, grad_norm: 5.0676 2020-08-06 06:02:47,291 - mmaction - INFO - Epoch [202][2900/3757] lr: 1.096e-02, eta: 1 day, 23:19:40, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7359, loss_cls: 2.1401, loss: 2.1401, grad_norm: 5.1328 2020-08-06 06:03:03,100 - mmaction - INFO - Epoch [202][2920/3757] lr: 1.096e-02, eta: 1 day, 23:19:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7617, loss_cls: 2.0890, loss: 2.0890, grad_norm: 5.0236 2020-08-06 06:03:18,864 - mmaction - INFO - Epoch [202][2940/3757] lr: 1.096e-02, eta: 1 day, 23:19:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7570, loss_cls: 2.0889, loss: 2.0889, grad_norm: 5.0902 2020-08-06 06:03:34,633 - mmaction - INFO - Epoch [202][2960/3757] lr: 1.096e-02, eta: 1 day, 23:18:48, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7453, loss_cls: 2.0767, loss: 2.0767, grad_norm: 5.1005 2020-08-06 06:03:50,475 - mmaction - INFO - Epoch [202][2980/3757] lr: 1.096e-02, eta: 1 day, 23:18:30, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7406, loss_cls: 2.1176, loss: 2.1176, grad_norm: 5.1072 2020-08-06 06:04:06,233 - mmaction - INFO - Epoch [202][3000/3757] lr: 1.096e-02, eta: 1 day, 23:18:13, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7500, loss_cls: 2.1188, loss: 2.1188, grad_norm: 5.1164 2020-08-06 06:04:22,018 - mmaction - INFO - Epoch [202][3020/3757] lr: 1.096e-02, eta: 1 day, 23:17:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.0880, loss: 2.0880, grad_norm: 5.0533 2020-08-06 06:04:37,807 - mmaction - INFO - Epoch [202][3040/3757] lr: 1.096e-02, eta: 1 day, 23:17:38, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7430, loss_cls: 2.1444, loss: 2.1444, grad_norm: 4.9782 2020-08-06 06:04:53,577 - mmaction - INFO - Epoch [202][3060/3757] lr: 1.096e-02, eta: 1 day, 23:17:21, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7641, loss_cls: 2.0236, loss: 2.0236, grad_norm: 4.8020 2020-08-06 06:05:09,370 - mmaction - INFO - Epoch [202][3080/3757] lr: 1.096e-02, eta: 1 day, 23:17:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7523, loss_cls: 2.0665, loss: 2.0665, grad_norm: 5.0218 2020-08-06 06:05:25,200 - mmaction - INFO - Epoch [202][3100/3757] lr: 1.096e-02, eta: 1 day, 23:16:46, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7523, loss_cls: 2.0591, loss: 2.0591, grad_norm: 5.0784 2020-08-06 06:05:40,935 - mmaction - INFO - Epoch [202][3120/3757] lr: 1.096e-02, eta: 1 day, 23:16:28, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7609, loss_cls: 2.0558, loss: 2.0558, grad_norm: 4.9840 2020-08-06 06:05:56,820 - mmaction - INFO - Epoch [202][3140/3757] lr: 1.096e-02, eta: 1 day, 23:16:11, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7297, loss_cls: 2.2247, loss: 2.2247, grad_norm: 5.1916 2020-08-06 06:06:12,545 - mmaction - INFO - Epoch [202][3160/3757] lr: 1.096e-02, eta: 1 day, 23:15:53, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7383, loss_cls: 2.1348, loss: 2.1348, grad_norm: 5.0772 2020-08-06 06:06:28,454 - mmaction - INFO - Epoch [202][3180/3757] lr: 1.096e-02, eta: 1 day, 23:15:36, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7359, loss_cls: 2.2102, loss: 2.2102, grad_norm: 5.1460 2020-08-06 06:06:44,234 - mmaction - INFO - Epoch [202][3200/3757] lr: 1.096e-02, eta: 1 day, 23:15:19, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7367, loss_cls: 2.1067, loss: 2.1067, grad_norm: 5.0638 2020-08-06 06:06:59,904 - mmaction - INFO - Epoch [202][3220/3757] lr: 1.096e-02, eta: 1 day, 23:15:01, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7383, loss_cls: 2.1353, loss: 2.1353, grad_norm: 5.0870 2020-08-06 06:07:15,699 - mmaction - INFO - Epoch [202][3240/3757] lr: 1.096e-02, eta: 1 day, 23:14:44, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7445, loss_cls: 2.1156, loss: 2.1156, grad_norm: 4.9834 2020-08-06 06:07:31,523 - mmaction - INFO - Epoch [202][3260/3757] lr: 1.096e-02, eta: 1 day, 23:14:26, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7641, loss_cls: 2.0232, loss: 2.0232, grad_norm: 5.0467 2020-08-06 06:07:47,280 - mmaction - INFO - Epoch [202][3280/3757] lr: 1.096e-02, eta: 1 day, 23:14:09, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7438, loss_cls: 2.0832, loss: 2.0832, grad_norm: 5.0530 2020-08-06 06:08:03,125 - mmaction - INFO - Epoch [202][3300/3757] lr: 1.096e-02, eta: 1 day, 23:13:52, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7641, loss_cls: 1.9747, loss: 1.9747, grad_norm: 4.8949 2020-08-06 06:08:18,885 - mmaction - INFO - Epoch [202][3320/3757] lr: 1.096e-02, eta: 1 day, 23:13:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7633, loss_cls: 2.0409, loss: 2.0409, grad_norm: 5.0112 2020-08-06 06:08:34,693 - mmaction - INFO - Epoch [202][3340/3757] lr: 1.096e-02, eta: 1 day, 23:13:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7594, loss_cls: 2.0686, loss: 2.0686, grad_norm: 5.0332 2020-08-06 06:08:50,501 - mmaction - INFO - Epoch [202][3360/3757] lr: 1.096e-02, eta: 1 day, 23:12:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7453, loss_cls: 2.0993, loss: 2.0993, grad_norm: 5.0437 2020-08-06 06:09:06,434 - mmaction - INFO - Epoch [202][3380/3757] lr: 1.096e-02, eta: 1 day, 23:12:42, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7547, loss_cls: 2.1220, loss: 2.1220, grad_norm: 5.0674 2020-08-06 06:09:22,285 - mmaction - INFO - Epoch [202][3400/3757] lr: 1.096e-02, eta: 1 day, 23:12:25, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7648, loss_cls: 2.0435, loss: 2.0435, grad_norm: 5.0990 2020-08-06 06:09:38,134 - mmaction - INFO - Epoch [202][3420/3757] lr: 1.096e-02, eta: 1 day, 23:12:07, time: 0.793, data_time: 0.008, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7609, loss_cls: 2.0700, loss: 2.0700, grad_norm: 4.9917 2020-08-06 06:09:53,911 - mmaction - INFO - Epoch [202][3440/3757] lr: 1.096e-02, eta: 1 day, 23:11:50, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.0485, loss: 2.0485, grad_norm: 4.8644 2020-08-06 06:10:09,637 - mmaction - INFO - Epoch [202][3460/3757] lr: 1.096e-02, eta: 1 day, 23:11:33, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7648, loss_cls: 2.0168, loss: 2.0168, grad_norm: 4.9297 2020-08-06 06:10:25,370 - mmaction - INFO - Epoch [202][3480/3757] lr: 1.096e-02, eta: 1 day, 23:11:15, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7227, loss_cls: 2.1996, loss: 2.1996, grad_norm: 5.0805 2020-08-06 06:10:41,198 - mmaction - INFO - Epoch [202][3500/3757] lr: 1.096e-02, eta: 1 day, 23:10:58, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7547, loss_cls: 2.1089, loss: 2.1089, grad_norm: 5.2642 2020-08-06 06:10:56,999 - mmaction - INFO - Epoch [202][3520/3757] lr: 1.096e-02, eta: 1 day, 23:10:40, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7602, loss_cls: 2.0879, loss: 2.0879, grad_norm: 5.0022 2020-08-06 06:11:12,813 - mmaction - INFO - Epoch [202][3540/3757] lr: 1.096e-02, eta: 1 day, 23:10:23, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7352, loss_cls: 2.1412, loss: 2.1412, grad_norm: 5.0339 2020-08-06 06:11:28,565 - mmaction - INFO - Epoch [202][3560/3757] lr: 1.096e-02, eta: 1 day, 23:10:05, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7586, loss_cls: 2.0480, loss: 2.0480, grad_norm: 4.9888 2020-08-06 06:11:44,381 - mmaction - INFO - Epoch [202][3580/3757] lr: 1.096e-02, eta: 1 day, 23:09:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7680, loss_cls: 2.0215, loss: 2.0215, grad_norm: 4.9826 2020-08-06 06:12:00,240 - mmaction - INFO - Epoch [202][3600/3757] lr: 1.096e-02, eta: 1 day, 23:09:31, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7484, loss_cls: 2.1276, loss: 2.1276, grad_norm: 5.0488 2020-08-06 06:12:16,095 - mmaction - INFO - Epoch [202][3620/3757] lr: 1.096e-02, eta: 1 day, 23:09:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7297, loss_cls: 2.1269, loss: 2.1269, grad_norm: 5.0600 2020-08-06 06:12:31,902 - mmaction - INFO - Epoch [202][3640/3757] lr: 1.096e-02, eta: 1 day, 23:08:56, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7492, loss_cls: 2.1106, loss: 2.1106, grad_norm: 5.1266 2020-08-06 06:12:47,719 - mmaction - INFO - Epoch [202][3660/3757] lr: 1.096e-02, eta: 1 day, 23:08:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7633, loss_cls: 1.9749, loss: 1.9749, grad_norm: 4.9581 2020-08-06 06:13:03,387 - mmaction - INFO - Epoch [202][3680/3757] lr: 1.096e-02, eta: 1 day, 23:08:21, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7789, loss_cls: 1.9908, loss: 1.9908, grad_norm: 5.0862 2020-08-06 06:13:19,265 - mmaction - INFO - Epoch [202][3700/3757] lr: 1.096e-02, eta: 1 day, 23:08:04, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7398, loss_cls: 2.0661, loss: 2.0661, grad_norm: 5.1619 2020-08-06 06:13:35,010 - mmaction - INFO - Epoch [202][3720/3757] lr: 1.096e-02, eta: 1 day, 23:07:46, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7477, loss_cls: 2.0967, loss: 2.0967, grad_norm: 5.0059 2020-08-06 06:13:50,725 - mmaction - INFO - Epoch [202][3740/3757] lr: 1.096e-02, eta: 1 day, 23:07:29, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7578, loss_cls: 1.9875, loss: 1.9875, grad_norm: 4.8747 2020-08-06 06:16:38,911 - mmaction - INFO - Epoch [203][20/3757] lr: 1.058e-02, eta: 1 day, 23:08:24, time: 7.475, data_time: 6.654, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 1.9995, loss: 1.9995, grad_norm: 4.8937 2020-08-06 06:16:54,732 - mmaction - INFO - Epoch [203][40/3757] lr: 1.058e-02, eta: 1 day, 23:08:07, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.1732, loss: 2.1732, grad_norm: 5.2104 2020-08-06 06:17:10,429 - mmaction - INFO - Epoch [203][60/3757] lr: 1.058e-02, eta: 1 day, 23:07:50, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7664, loss_cls: 2.0222, loss: 2.0222, grad_norm: 5.0847 2020-08-06 06:17:26,248 - mmaction - INFO - Epoch [203][80/3757] lr: 1.058e-02, eta: 1 day, 23:07:32, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7453, loss_cls: 2.0631, loss: 2.0631, grad_norm: 5.1041 2020-08-06 06:17:42,047 - mmaction - INFO - Epoch [203][100/3757] lr: 1.058e-02, eta: 1 day, 23:07:15, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7461, loss_cls: 2.0505, loss: 2.0505, grad_norm: 4.9621 2020-08-06 06:17:57,932 - mmaction - INFO - Epoch [203][120/3757] lr: 1.058e-02, eta: 1 day, 23:06:57, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7500, loss_cls: 2.0682, loss: 2.0682, grad_norm: 5.0768 2020-08-06 06:18:13,788 - mmaction - INFO - Epoch [203][140/3757] lr: 1.058e-02, eta: 1 day, 23:06:40, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7609, loss_cls: 2.0806, loss: 2.0806, grad_norm: 5.1732 2020-08-06 06:18:29,547 - mmaction - INFO - Epoch [203][160/3757] lr: 1.058e-02, eta: 1 day, 23:06:23, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7500, loss_cls: 1.9927, loss: 1.9927, grad_norm: 4.8294 2020-08-06 06:18:45,958 - mmaction - INFO - Epoch [203][180/3757] lr: 1.058e-02, eta: 1 day, 23:06:06, time: 0.821, data_time: 0.003, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7609, loss_cls: 2.0263, loss: 2.0263, grad_norm: 5.0882 2020-08-06 06:19:01,764 - mmaction - INFO - Epoch [203][200/3757] lr: 1.058e-02, eta: 1 day, 23:05:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7547, loss_cls: 2.0399, loss: 2.0399, grad_norm: 5.0142 2020-08-06 06:19:17,635 - mmaction - INFO - Epoch [203][220/3757] lr: 1.058e-02, eta: 1 day, 23:05:31, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7445, loss_cls: 2.1178, loss: 2.1178, grad_norm: 5.0257 2020-08-06 06:19:33,702 - mmaction - INFO - Epoch [203][240/3757] lr: 1.058e-02, eta: 1 day, 23:05:14, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7625, loss_cls: 2.0546, loss: 2.0546, grad_norm: 5.0854 2020-08-06 06:19:49,532 - mmaction - INFO - Epoch [203][260/3757] lr: 1.058e-02, eta: 1 day, 23:04:56, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7656, loss_cls: 2.0245, loss: 2.0245, grad_norm: 4.7712 2020-08-06 06:20:05,389 - mmaction - INFO - Epoch [203][280/3757] lr: 1.058e-02, eta: 1 day, 23:04:39, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7578, loss_cls: 2.0297, loss: 2.0297, grad_norm: 5.0277 2020-08-06 06:20:21,092 - mmaction - INFO - Epoch [203][300/3757] lr: 1.058e-02, eta: 1 day, 23:04:21, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7359, loss_cls: 2.0807, loss: 2.0807, grad_norm: 4.9950 2020-08-06 06:20:42,162 - mmaction - INFO - Epoch [203][320/3757] lr: 1.058e-02, eta: 1 day, 23:04:08, time: 1.054, data_time: 0.004, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7586, loss_cls: 2.1438, loss: 2.1438, grad_norm: 5.2867 2020-08-06 06:20:57,907 - mmaction - INFO - Epoch [203][340/3757] lr: 1.058e-02, eta: 1 day, 23:03:50, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7430, loss_cls: 2.0641, loss: 2.0641, grad_norm: 4.9998 2020-08-06 06:21:13,748 - mmaction - INFO - Epoch [203][360/3757] lr: 1.058e-02, eta: 1 day, 23:03:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7305, loss_cls: 2.1617, loss: 2.1617, grad_norm: 5.2232 2020-08-06 06:21:30,162 - mmaction - INFO - Epoch [203][380/3757] lr: 1.058e-02, eta: 1 day, 23:03:16, time: 0.822, data_time: 0.002, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7625, loss_cls: 2.0357, loss: 2.0357, grad_norm: 5.0324 2020-08-06 06:21:46,028 - mmaction - INFO - Epoch [203][400/3757] lr: 1.058e-02, eta: 1 day, 23:02:59, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7555, loss_cls: 2.0702, loss: 2.0702, grad_norm: 5.0173 2020-08-06 06:22:01,739 - mmaction - INFO - Epoch [203][420/3757] lr: 1.058e-02, eta: 1 day, 23:02:41, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7742, loss_cls: 1.9398, loss: 1.9398, grad_norm: 4.7498 2020-08-06 06:22:17,756 - mmaction - INFO - Epoch [203][440/3757] lr: 1.058e-02, eta: 1 day, 23:02:24, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7492, loss_cls: 2.1332, loss: 2.1332, grad_norm: 5.2374 2020-08-06 06:22:33,513 - mmaction - INFO - Epoch [203][460/3757] lr: 1.058e-02, eta: 1 day, 23:02:07, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7641, loss_cls: 2.0765, loss: 2.0765, grad_norm: 4.9696 2020-08-06 06:22:49,336 - mmaction - INFO - Epoch [203][480/3757] lr: 1.058e-02, eta: 1 day, 23:01:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7500, loss_cls: 2.0559, loss: 2.0559, grad_norm: 5.0131 2020-08-06 06:23:05,163 - mmaction - INFO - Epoch [203][500/3757] lr: 1.058e-02, eta: 1 day, 23:01:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7609, loss_cls: 1.9955, loss: 1.9955, grad_norm: 4.7934 2020-08-06 06:23:20,993 - mmaction - INFO - Epoch [203][520/3757] lr: 1.058e-02, eta: 1 day, 23:01:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7484, loss_cls: 2.0758, loss: 2.0758, grad_norm: 5.0655 2020-08-06 06:23:36,839 - mmaction - INFO - Epoch [203][540/3757] lr: 1.058e-02, eta: 1 day, 23:00:57, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7367, loss_cls: 2.1152, loss: 2.1152, grad_norm: 5.1493 2020-08-06 06:23:52,622 - mmaction - INFO - Epoch [203][560/3757] lr: 1.058e-02, eta: 1 day, 23:00:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7820, loss_cls: 1.9300, loss: 1.9300, grad_norm: 5.0335 2020-08-06 06:24:08,385 - mmaction - INFO - Epoch [203][580/3757] lr: 1.058e-02, eta: 1 day, 23:00:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7547, loss_cls: 2.0747, loss: 2.0747, grad_norm: 5.0849 2020-08-06 06:24:24,185 - mmaction - INFO - Epoch [203][600/3757] lr: 1.058e-02, eta: 1 day, 23:00:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7484, loss_cls: 2.0600, loss: 2.0600, grad_norm: 4.9943 2020-08-06 06:24:39,989 - mmaction - INFO - Epoch [203][620/3757] lr: 1.058e-02, eta: 1 day, 22:59:47, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7523, loss_cls: 2.1034, loss: 2.1034, grad_norm: 5.1227 2020-08-06 06:24:55,788 - mmaction - INFO - Epoch [203][640/3757] lr: 1.058e-02, eta: 1 day, 22:59:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7453, loss_cls: 2.0668, loss: 2.0668, grad_norm: 5.1891 2020-08-06 06:25:11,609 - mmaction - INFO - Epoch [203][660/3757] lr: 1.058e-02, eta: 1 day, 22:59:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7711, loss_cls: 2.0054, loss: 2.0054, grad_norm: 5.2019 2020-08-06 06:25:27,374 - mmaction - INFO - Epoch [203][680/3757] lr: 1.058e-02, eta: 1 day, 22:58:55, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7617, loss_cls: 2.0366, loss: 2.0366, grad_norm: 5.2201 2020-08-06 06:25:43,087 - mmaction - INFO - Epoch [203][700/3757] lr: 1.058e-02, eta: 1 day, 22:58:38, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7578, loss_cls: 2.0526, loss: 2.0526, grad_norm: 5.0002 2020-08-06 06:25:58,909 - mmaction - INFO - Epoch [203][720/3757] lr: 1.058e-02, eta: 1 day, 22:58:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7375, loss_cls: 2.1603, loss: 2.1603, grad_norm: 5.0422 2020-08-06 06:26:14,738 - mmaction - INFO - Epoch [203][740/3757] lr: 1.058e-02, eta: 1 day, 22:58:03, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7602, loss_cls: 1.9601, loss: 1.9601, grad_norm: 5.0055 2020-08-06 06:26:30,582 - mmaction - INFO - Epoch [203][760/3757] lr: 1.058e-02, eta: 1 day, 22:57:46, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7648, loss_cls: 1.9946, loss: 1.9946, grad_norm: 4.9468 2020-08-06 06:26:46,370 - mmaction - INFO - Epoch [203][780/3757] lr: 1.058e-02, eta: 1 day, 22:57:28, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7383, loss_cls: 2.1593, loss: 2.1593, grad_norm: 5.2495 2020-08-06 06:27:02,315 - mmaction - INFO - Epoch [203][800/3757] lr: 1.058e-02, eta: 1 day, 22:57:11, time: 0.798, data_time: 0.011, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7453, loss_cls: 2.0789, loss: 2.0789, grad_norm: 5.1530 2020-08-06 06:27:18,165 - mmaction - INFO - Epoch [203][820/3757] lr: 1.058e-02, eta: 1 day, 22:56:53, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7477, loss_cls: 2.0516, loss: 2.0516, grad_norm: 4.9072 2020-08-06 06:27:33,986 - mmaction - INFO - Epoch [203][840/3757] lr: 1.058e-02, eta: 1 day, 22:56:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7516, loss_cls: 2.0439, loss: 2.0439, grad_norm: 5.0271 2020-08-06 06:27:49,754 - mmaction - INFO - Epoch [203][860/3757] lr: 1.058e-02, eta: 1 day, 22:56:19, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7539, loss_cls: 2.0762, loss: 2.0762, grad_norm: 5.1816 2020-08-06 06:28:05,585 - mmaction - INFO - Epoch [203][880/3757] lr: 1.058e-02, eta: 1 day, 22:56:01, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7484, loss_cls: 2.1298, loss: 2.1298, grad_norm: 5.2268 2020-08-06 06:28:21,378 - mmaction - INFO - Epoch [203][900/3757] lr: 1.058e-02, eta: 1 day, 22:55:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7398, loss_cls: 2.0780, loss: 2.0780, grad_norm: 5.0040 2020-08-06 06:28:37,251 - mmaction - INFO - Epoch [203][920/3757] lr: 1.058e-02, eta: 1 day, 22:55:27, time: 0.794, data_time: 0.011, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 1.9693, loss: 1.9693, grad_norm: 5.1654 2020-08-06 06:28:53,069 - mmaction - INFO - Epoch [203][940/3757] lr: 1.058e-02, eta: 1 day, 22:55:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7477, loss_cls: 2.1307, loss: 2.1307, grad_norm: 5.2142 2020-08-06 06:29:08,855 - mmaction - INFO - Epoch [203][960/3757] lr: 1.058e-02, eta: 1 day, 22:54:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7516, loss_cls: 2.0918, loss: 2.0918, grad_norm: 4.9993 2020-08-06 06:29:24,696 - mmaction - INFO - Epoch [203][980/3757] lr: 1.058e-02, eta: 1 day, 22:54:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7508, loss_cls: 2.1243, loss: 2.1243, grad_norm: 5.1857 2020-08-06 06:29:40,560 - mmaction - INFO - Epoch [203][1000/3757] lr: 1.058e-02, eta: 1 day, 22:54:17, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7711, loss_cls: 2.0404, loss: 2.0404, grad_norm: 5.2002 2020-08-06 06:29:56,240 - mmaction - INFO - Epoch [203][1020/3757] lr: 1.058e-02, eta: 1 day, 22:53:59, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7469, loss_cls: 2.1136, loss: 2.1136, grad_norm: 5.0202 2020-08-06 06:30:12,017 - mmaction - INFO - Epoch [203][1040/3757] lr: 1.058e-02, eta: 1 day, 22:53:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.1268, loss: 2.1268, grad_norm: 5.0190 2020-08-06 06:30:27,811 - mmaction - INFO - Epoch [203][1060/3757] lr: 1.058e-02, eta: 1 day, 22:53:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7602, loss_cls: 2.0431, loss: 2.0431, grad_norm: 5.0118 2020-08-06 06:30:43,582 - mmaction - INFO - Epoch [203][1080/3757] lr: 1.058e-02, eta: 1 day, 22:53:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7602, loss_cls: 2.0274, loss: 2.0274, grad_norm: 4.9692 2020-08-06 06:30:59,406 - mmaction - INFO - Epoch [203][1100/3757] lr: 1.058e-02, eta: 1 day, 22:52:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7375, loss_cls: 2.1492, loss: 2.1492, grad_norm: 4.9992 2020-08-06 06:31:15,296 - mmaction - INFO - Epoch [203][1120/3757] lr: 1.058e-02, eta: 1 day, 22:52:33, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7664, loss_cls: 2.0162, loss: 2.0162, grad_norm: 4.9392 2020-08-06 06:31:31,092 - mmaction - INFO - Epoch [203][1140/3757] lr: 1.058e-02, eta: 1 day, 22:52:15, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7633, loss_cls: 2.0423, loss: 2.0423, grad_norm: 5.0786 2020-08-06 06:31:46,874 - mmaction - INFO - Epoch [203][1160/3757] lr: 1.058e-02, eta: 1 day, 22:51:58, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7641, loss_cls: 2.0555, loss: 2.0555, grad_norm: 5.1823 2020-08-06 06:32:02,702 - mmaction - INFO - Epoch [203][1180/3757] lr: 1.058e-02, eta: 1 day, 22:51:40, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7477, loss_cls: 2.0876, loss: 2.0876, grad_norm: 5.1314 2020-08-06 06:32:18,486 - mmaction - INFO - Epoch [203][1200/3757] lr: 1.058e-02, eta: 1 day, 22:51:23, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7477, loss_cls: 2.0404, loss: 2.0404, grad_norm: 5.1867 2020-08-06 06:32:34,322 - mmaction - INFO - Epoch [203][1220/3757] lr: 1.058e-02, eta: 1 day, 22:51:06, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7617, loss_cls: 2.0491, loss: 2.0491, grad_norm: 5.0557 2020-08-06 06:32:50,185 - mmaction - INFO - Epoch [203][1240/3757] lr: 1.058e-02, eta: 1 day, 22:50:48, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7648, loss_cls: 2.0184, loss: 2.0184, grad_norm: 5.1909 2020-08-06 06:33:05,955 - mmaction - INFO - Epoch [203][1260/3757] lr: 1.058e-02, eta: 1 day, 22:50:31, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7523, loss_cls: 2.0740, loss: 2.0740, grad_norm: 5.0771 2020-08-06 06:33:21,795 - mmaction - INFO - Epoch [203][1280/3757] lr: 1.058e-02, eta: 1 day, 22:50:13, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7445, loss_cls: 2.0939, loss: 2.0939, grad_norm: 4.9648 2020-08-06 06:33:37,573 - mmaction - INFO - Epoch [203][1300/3757] lr: 1.058e-02, eta: 1 day, 22:49:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7656, loss_cls: 2.0630, loss: 2.0630, grad_norm: 5.0143 2020-08-06 06:33:53,395 - mmaction - INFO - Epoch [203][1320/3757] lr: 1.058e-02, eta: 1 day, 22:49:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7734, loss_cls: 2.0013, loss: 2.0013, grad_norm: 5.0475 2020-08-06 06:34:09,235 - mmaction - INFO - Epoch [203][1340/3757] lr: 1.058e-02, eta: 1 day, 22:49:21, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7750, loss_cls: 2.0050, loss: 2.0050, grad_norm: 5.0593 2020-08-06 06:34:25,086 - mmaction - INFO - Epoch [203][1360/3757] lr: 1.058e-02, eta: 1 day, 22:49:04, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7477, loss_cls: 2.1069, loss: 2.1069, grad_norm: 5.1014 2020-08-06 06:34:40,820 - mmaction - INFO - Epoch [203][1380/3757] lr: 1.058e-02, eta: 1 day, 22:48:46, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7656, loss_cls: 2.0207, loss: 2.0207, grad_norm: 4.9649 2020-08-06 06:34:56,631 - mmaction - INFO - Epoch [203][1400/3757] lr: 1.058e-02, eta: 1 day, 22:48:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7586, loss_cls: 2.0482, loss: 2.0482, grad_norm: 5.0063 2020-08-06 06:35:12,481 - mmaction - INFO - Epoch [203][1420/3757] lr: 1.058e-02, eta: 1 day, 22:48:12, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7562, loss_cls: 2.0849, loss: 2.0849, grad_norm: 5.1085 2020-08-06 06:35:28,311 - mmaction - INFO - Epoch [203][1440/3757] lr: 1.058e-02, eta: 1 day, 22:47:54, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7625, loss_cls: 1.9513, loss: 1.9513, grad_norm: 4.9770 2020-08-06 06:35:44,106 - mmaction - INFO - Epoch [203][1460/3757] lr: 1.058e-02, eta: 1 day, 22:47:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7672, loss_cls: 2.0279, loss: 2.0279, grad_norm: 5.1687 2020-08-06 06:35:59,921 - mmaction - INFO - Epoch [203][1480/3757] lr: 1.058e-02, eta: 1 day, 22:47:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7422, loss_cls: 2.1302, loss: 2.1302, grad_norm: 5.1246 2020-08-06 06:36:15,761 - mmaction - INFO - Epoch [203][1500/3757] lr: 1.058e-02, eta: 1 day, 22:47:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7711, loss_cls: 1.9827, loss: 1.9827, grad_norm: 5.0179 2020-08-06 06:36:31,539 - mmaction - INFO - Epoch [203][1520/3757] lr: 1.058e-02, eta: 1 day, 22:46:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7539, loss_cls: 2.0539, loss: 2.0539, grad_norm: 5.0237 2020-08-06 06:36:47,294 - mmaction - INFO - Epoch [203][1540/3757] lr: 1.058e-02, eta: 1 day, 22:46:27, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7438, loss_cls: 2.1450, loss: 2.1450, grad_norm: 5.1385 2020-08-06 06:37:03,095 - mmaction - INFO - Epoch [203][1560/3757] lr: 1.058e-02, eta: 1 day, 22:46:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7555, loss_cls: 1.9993, loss: 1.9993, grad_norm: 5.1687 2020-08-06 06:37:19,002 - mmaction - INFO - Epoch [203][1580/3757] lr: 1.058e-02, eta: 1 day, 22:45:53, time: 0.795, data_time: 0.013, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7672, loss_cls: 1.9812, loss: 1.9812, grad_norm: 4.9586 2020-08-06 06:37:34,816 - mmaction - INFO - Epoch [203][1600/3757] lr: 1.058e-02, eta: 1 day, 22:45:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7672, loss_cls: 2.0502, loss: 2.0502, grad_norm: 5.1440 2020-08-06 06:37:50,571 - mmaction - INFO - Epoch [203][1620/3757] lr: 1.058e-02, eta: 1 day, 22:45:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7555, loss_cls: 2.0217, loss: 2.0217, grad_norm: 5.1574 2020-08-06 06:38:06,406 - mmaction - INFO - Epoch [203][1640/3757] lr: 1.058e-02, eta: 1 day, 22:45:00, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7336, loss_cls: 2.2066, loss: 2.2066, grad_norm: 5.2254 2020-08-06 06:38:22,272 - mmaction - INFO - Epoch [203][1660/3757] lr: 1.058e-02, eta: 1 day, 22:44:43, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7719, loss_cls: 1.9795, loss: 1.9795, grad_norm: 4.9498 2020-08-06 06:38:38,023 - mmaction - INFO - Epoch [203][1680/3757] lr: 1.058e-02, eta: 1 day, 22:44:26, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7484, loss_cls: 2.1058, loss: 2.1058, grad_norm: 5.0991 2020-08-06 06:38:53,742 - mmaction - INFO - Epoch [203][1700/3757] lr: 1.058e-02, eta: 1 day, 22:44:08, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7398, loss_cls: 2.1587, loss: 2.1587, grad_norm: 5.1506 2020-08-06 06:39:09,581 - mmaction - INFO - Epoch [203][1720/3757] lr: 1.058e-02, eta: 1 day, 22:43:51, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7586, loss_cls: 2.0440, loss: 2.0440, grad_norm: 5.0013 2020-08-06 06:39:25,359 - mmaction - INFO - Epoch [203][1740/3757] lr: 1.058e-02, eta: 1 day, 22:43:33, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7656, loss_cls: 2.0285, loss: 2.0285, grad_norm: 5.0485 2020-08-06 06:39:41,213 - mmaction - INFO - Epoch [203][1760/3757] lr: 1.058e-02, eta: 1 day, 22:43:16, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.1639, loss: 2.1639, grad_norm: 5.2292 2020-08-06 06:39:56,948 - mmaction - INFO - Epoch [203][1780/3757] lr: 1.058e-02, eta: 1 day, 22:42:59, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7625, loss_cls: 2.0569, loss: 2.0569, grad_norm: 5.0093 2020-08-06 06:40:12,703 - mmaction - INFO - Epoch [203][1800/3757] lr: 1.058e-02, eta: 1 day, 22:42:41, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7414, loss_cls: 2.1144, loss: 2.1144, grad_norm: 5.0812 2020-08-06 06:40:28,499 - mmaction - INFO - Epoch [203][1820/3757] lr: 1.058e-02, eta: 1 day, 22:42:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7430, loss_cls: 2.0906, loss: 2.0906, grad_norm: 4.9665 2020-08-06 06:40:44,314 - mmaction - INFO - Epoch [203][1840/3757] lr: 1.058e-02, eta: 1 day, 22:42:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7516, loss_cls: 2.0216, loss: 2.0216, grad_norm: 5.0613 2020-08-06 06:41:00,118 - mmaction - INFO - Epoch [203][1860/3757] lr: 1.058e-02, eta: 1 day, 22:41:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7672, loss_cls: 1.9789, loss: 1.9789, grad_norm: 5.1474 2020-08-06 06:41:15,921 - mmaction - INFO - Epoch [203][1880/3757] lr: 1.058e-02, eta: 1 day, 22:41:32, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7703, loss_cls: 2.0237, loss: 2.0237, grad_norm: 5.2241 2020-08-06 06:41:31,774 - mmaction - INFO - Epoch [203][1900/3757] lr: 1.058e-02, eta: 1 day, 22:41:14, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7461, loss_cls: 2.0918, loss: 2.0918, grad_norm: 5.2134 2020-08-06 06:41:47,619 - mmaction - INFO - Epoch [203][1920/3757] lr: 1.058e-02, eta: 1 day, 22:40:57, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7391, loss_cls: 2.1476, loss: 2.1476, grad_norm: 5.3127 2020-08-06 06:42:03,430 - mmaction - INFO - Epoch [203][1940/3757] lr: 1.058e-02, eta: 1 day, 22:40:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7656, loss_cls: 2.0143, loss: 2.0143, grad_norm: 4.9622 2020-08-06 06:42:19,234 - mmaction - INFO - Epoch [203][1960/3757] lr: 1.058e-02, eta: 1 day, 22:40:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7453, loss_cls: 2.0749, loss: 2.0749, grad_norm: 5.0578 2020-08-06 06:42:34,988 - mmaction - INFO - Epoch [203][1980/3757] lr: 1.058e-02, eta: 1 day, 22:40:05, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7555, loss_cls: 2.0634, loss: 2.0634, grad_norm: 5.0969 2020-08-06 06:42:50,850 - mmaction - INFO - Epoch [203][2000/3757] lr: 1.058e-02, eta: 1 day, 22:39:47, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7672, loss_cls: 1.9884, loss: 1.9884, grad_norm: 4.9470 2020-08-06 06:43:06,538 - mmaction - INFO - Epoch [203][2020/3757] lr: 1.058e-02, eta: 1 day, 22:39:30, time: 0.784, data_time: 0.002, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7398, loss_cls: 2.0817, loss: 2.0817, grad_norm: 5.1634 2020-08-06 06:43:22,364 - mmaction - INFO - Epoch [203][2040/3757] lr: 1.058e-02, eta: 1 day, 22:39:13, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4742, top5_acc: 0.7383, loss_cls: 2.2282, loss: 2.2282, grad_norm: 5.1830 2020-08-06 06:43:38,127 - mmaction - INFO - Epoch [203][2060/3757] lr: 1.058e-02, eta: 1 day, 22:38:55, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7688, loss_cls: 2.0214, loss: 2.0214, grad_norm: 4.9637 2020-08-06 06:43:53,932 - mmaction - INFO - Epoch [203][2080/3757] lr: 1.058e-02, eta: 1 day, 22:38:38, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7609, loss_cls: 2.0211, loss: 2.0211, grad_norm: 5.0807 2020-08-06 06:44:09,718 - mmaction - INFO - Epoch [203][2100/3757] lr: 1.058e-02, eta: 1 day, 22:38:20, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7516, loss_cls: 2.1032, loss: 2.1032, grad_norm: 5.1492 2020-08-06 06:44:25,526 - mmaction - INFO - Epoch [203][2120/3757] lr: 1.058e-02, eta: 1 day, 22:38:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7523, loss_cls: 1.9938, loss: 1.9938, grad_norm: 5.1051 2020-08-06 06:44:41,330 - mmaction - INFO - Epoch [203][2140/3757] lr: 1.058e-02, eta: 1 day, 22:37:46, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7586, loss_cls: 2.0738, loss: 2.0738, grad_norm: 5.1621 2020-08-06 06:44:57,188 - mmaction - INFO - Epoch [203][2160/3757] lr: 1.058e-02, eta: 1 day, 22:37:28, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7680, loss_cls: 2.0077, loss: 2.0077, grad_norm: 5.0754 2020-08-06 06:45:13,001 - mmaction - INFO - Epoch [203][2180/3757] lr: 1.058e-02, eta: 1 day, 22:37:11, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7547, loss_cls: 2.0858, loss: 2.0858, grad_norm: 5.0468 2020-08-06 06:45:28,753 - mmaction - INFO - Epoch [203][2200/3757] lr: 1.058e-02, eta: 1 day, 22:36:53, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7633, loss_cls: 2.0000, loss: 2.0000, grad_norm: 5.0832 2020-08-06 06:45:44,592 - mmaction - INFO - Epoch [203][2220/3757] lr: 1.058e-02, eta: 1 day, 22:36:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7453, loss_cls: 2.0640, loss: 2.0640, grad_norm: 5.1355 2020-08-06 06:46:00,385 - mmaction - INFO - Epoch [203][2240/3757] lr: 1.058e-02, eta: 1 day, 22:36:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7406, loss_cls: 2.1473, loss: 2.1473, grad_norm: 5.4101 2020-08-06 06:46:16,205 - mmaction - INFO - Epoch [203][2260/3757] lr: 1.058e-02, eta: 1 day, 22:36:01, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7773, loss_cls: 1.9859, loss: 1.9859, grad_norm: 4.9864 2020-08-06 06:46:32,062 - mmaction - INFO - Epoch [203][2280/3757] lr: 1.058e-02, eta: 1 day, 22:35:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7555, loss_cls: 1.9977, loss: 1.9977, grad_norm: 4.9983 2020-08-06 06:46:47,886 - mmaction - INFO - Epoch [203][2300/3757] lr: 1.058e-02, eta: 1 day, 22:35:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7578, loss_cls: 2.0634, loss: 2.0634, grad_norm: 5.1298 2020-08-06 06:47:03,707 - mmaction - INFO - Epoch [203][2320/3757] lr: 1.058e-02, eta: 1 day, 22:35:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7398, loss_cls: 2.1030, loss: 2.1030, grad_norm: 5.2324 2020-08-06 06:47:19,538 - mmaction - INFO - Epoch [203][2340/3757] lr: 1.058e-02, eta: 1 day, 22:34:52, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7625, loss_cls: 2.0627, loss: 2.0627, grad_norm: 5.0809 2020-08-06 06:47:35,339 - mmaction - INFO - Epoch [203][2360/3757] lr: 1.058e-02, eta: 1 day, 22:34:35, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7602, loss_cls: 2.0758, loss: 2.0758, grad_norm: 5.1826 2020-08-06 06:47:51,155 - mmaction - INFO - Epoch [203][2380/3757] lr: 1.058e-02, eta: 1 day, 22:34:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0296, loss: 2.0296, grad_norm: 5.1161 2020-08-06 06:48:07,016 - mmaction - INFO - Epoch [203][2400/3757] lr: 1.058e-02, eta: 1 day, 22:34:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7508, loss_cls: 2.1357, loss: 2.1357, grad_norm: 4.9980 2020-08-06 06:48:22,771 - mmaction - INFO - Epoch [203][2420/3757] lr: 1.058e-02, eta: 1 day, 22:33:42, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7477, loss_cls: 2.1233, loss: 2.1233, grad_norm: 5.2384 2020-08-06 06:48:38,546 - mmaction - INFO - Epoch [203][2440/3757] lr: 1.058e-02, eta: 1 day, 22:33:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7758, loss_cls: 1.9834, loss: 1.9834, grad_norm: 5.0347 2020-08-06 06:48:54,303 - mmaction - INFO - Epoch [203][2460/3757] lr: 1.058e-02, eta: 1 day, 22:33:08, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7383, loss_cls: 2.1271, loss: 2.1271, grad_norm: 5.0736 2020-08-06 06:49:10,045 - mmaction - INFO - Epoch [203][2480/3757] lr: 1.058e-02, eta: 1 day, 22:32:50, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7648, loss_cls: 2.0199, loss: 2.0199, grad_norm: 4.8850 2020-08-06 06:49:25,810 - mmaction - INFO - Epoch [203][2500/3757] lr: 1.058e-02, eta: 1 day, 22:32:33, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7594, loss_cls: 2.0808, loss: 2.0808, grad_norm: 5.0887 2020-08-06 06:49:41,601 - mmaction - INFO - Epoch [203][2520/3757] lr: 1.058e-02, eta: 1 day, 22:32:15, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7422, loss_cls: 2.0626, loss: 2.0626, grad_norm: 4.8708 2020-08-06 06:49:57,456 - mmaction - INFO - Epoch [203][2540/3757] lr: 1.058e-02, eta: 1 day, 22:31:58, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7586, loss_cls: 2.0826, loss: 2.0826, grad_norm: 5.1746 2020-08-06 06:50:13,293 - mmaction - INFO - Epoch [203][2560/3757] lr: 1.058e-02, eta: 1 day, 22:31:41, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7531, loss_cls: 1.9941, loss: 1.9941, grad_norm: 4.9955 2020-08-06 06:50:29,122 - mmaction - INFO - Epoch [203][2580/3757] lr: 1.058e-02, eta: 1 day, 22:31:23, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7688, loss_cls: 1.9666, loss: 1.9666, grad_norm: 4.9299 2020-08-06 06:50:44,931 - mmaction - INFO - Epoch [203][2600/3757] lr: 1.058e-02, eta: 1 day, 22:31:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7617, loss_cls: 2.0050, loss: 2.0050, grad_norm: 5.0172 2020-08-06 06:51:00,709 - mmaction - INFO - Epoch [203][2620/3757] lr: 1.058e-02, eta: 1 day, 22:30:49, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7375, loss_cls: 2.1532, loss: 2.1532, grad_norm: 5.1456 2020-08-06 06:51:16,586 - mmaction - INFO - Epoch [203][2640/3757] lr: 1.058e-02, eta: 1 day, 22:30:31, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7398, loss_cls: 2.1755, loss: 2.1755, grad_norm: 5.0738 2020-08-06 06:51:32,356 - mmaction - INFO - Epoch [203][2660/3757] lr: 1.058e-02, eta: 1 day, 22:30:14, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7852, loss_cls: 1.9097, loss: 1.9097, grad_norm: 4.8782 2020-08-06 06:51:48,184 - mmaction - INFO - Epoch [203][2680/3757] lr: 1.058e-02, eta: 1 day, 22:29:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7344, loss_cls: 2.0402, loss: 2.0402, grad_norm: 4.9606 2020-08-06 06:52:03,979 - mmaction - INFO - Epoch [203][2700/3757] lr: 1.058e-02, eta: 1 day, 22:29:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7672, loss_cls: 1.9548, loss: 1.9548, grad_norm: 5.1015 2020-08-06 06:52:19,780 - mmaction - INFO - Epoch [203][2720/3757] lr: 1.058e-02, eta: 1 day, 22:29:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7602, loss_cls: 1.9983, loss: 1.9983, grad_norm: 4.9977 2020-08-06 06:52:35,426 - mmaction - INFO - Epoch [203][2740/3757] lr: 1.058e-02, eta: 1 day, 22:29:04, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7531, loss_cls: 2.0557, loss: 2.0557, grad_norm: 5.0415 2020-08-06 06:52:51,225 - mmaction - INFO - Epoch [203][2760/3757] lr: 1.058e-02, eta: 1 day, 22:28:47, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7492, loss_cls: 2.0475, loss: 2.0475, grad_norm: 5.0279 2020-08-06 06:53:06,895 - mmaction - INFO - Epoch [203][2780/3757] lr: 1.058e-02, eta: 1 day, 22:28:29, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 2.0908, loss: 2.0908, grad_norm: 5.1531 2020-08-06 06:53:22,702 - mmaction - INFO - Epoch [203][2800/3757] lr: 1.058e-02, eta: 1 day, 22:28:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7609, loss_cls: 2.0190, loss: 2.0190, grad_norm: 5.1815 2020-08-06 06:53:38,408 - mmaction - INFO - Epoch [203][2820/3757] lr: 1.058e-02, eta: 1 day, 22:27:54, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7570, loss_cls: 2.0828, loss: 2.0828, grad_norm: 5.1504 2020-08-06 06:53:54,257 - mmaction - INFO - Epoch [203][2840/3757] lr: 1.058e-02, eta: 1 day, 22:27:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7570, loss_cls: 1.9979, loss: 1.9979, grad_norm: 4.9494 2020-08-06 06:54:10,052 - mmaction - INFO - Epoch [203][2860/3757] lr: 1.058e-02, eta: 1 day, 22:27:20, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7781, loss_cls: 1.9168, loss: 1.9168, grad_norm: 5.1059 2020-08-06 06:54:25,834 - mmaction - INFO - Epoch [203][2880/3757] lr: 1.058e-02, eta: 1 day, 22:27:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7664, loss_cls: 2.0668, loss: 2.0668, grad_norm: 5.2011 2020-08-06 06:54:41,671 - mmaction - INFO - Epoch [203][2900/3757] lr: 1.058e-02, eta: 1 day, 22:26:45, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7555, loss_cls: 1.9947, loss: 1.9947, grad_norm: 4.8803 2020-08-06 06:54:57,490 - mmaction - INFO - Epoch [203][2920/3757] lr: 1.058e-02, eta: 1 day, 22:26:28, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7430, loss_cls: 2.1179, loss: 2.1179, grad_norm: 5.1520 2020-08-06 06:55:13,312 - mmaction - INFO - Epoch [203][2940/3757] lr: 1.058e-02, eta: 1 day, 22:26:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7617, loss_cls: 2.0348, loss: 2.0348, grad_norm: 4.9648 2020-08-06 06:55:29,116 - mmaction - INFO - Epoch [203][2960/3757] lr: 1.058e-02, eta: 1 day, 22:25:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7398, loss_cls: 2.1042, loss: 2.1042, grad_norm: 4.9674 2020-08-06 06:55:44,936 - mmaction - INFO - Epoch [203][2980/3757] lr: 1.058e-02, eta: 1 day, 22:25:36, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7414, loss_cls: 2.1594, loss: 2.1594, grad_norm: 4.9723 2020-08-06 06:56:00,735 - mmaction - INFO - Epoch [203][3000/3757] lr: 1.058e-02, eta: 1 day, 22:25:18, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7508, loss_cls: 2.0338, loss: 2.0338, grad_norm: 5.0071 2020-08-06 06:56:16,611 - mmaction - INFO - Epoch [203][3020/3757] lr: 1.058e-02, eta: 1 day, 22:25:01, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7266, loss_cls: 2.1616, loss: 2.1616, grad_norm: 5.1764 2020-08-06 06:56:32,345 - mmaction - INFO - Epoch [203][3040/3757] lr: 1.058e-02, eta: 1 day, 22:24:43, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7602, loss_cls: 2.0421, loss: 2.0421, grad_norm: 5.0870 2020-08-06 06:56:48,168 - mmaction - INFO - Epoch [203][3060/3757] lr: 1.058e-02, eta: 1 day, 22:24:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7383, loss_cls: 2.1785, loss: 2.1785, grad_norm: 5.2028 2020-08-06 06:57:04,022 - mmaction - INFO - Epoch [203][3080/3757] lr: 1.058e-02, eta: 1 day, 22:24:09, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7414, loss_cls: 2.0916, loss: 2.0916, grad_norm: 5.2989 2020-08-06 06:57:19,849 - mmaction - INFO - Epoch [203][3100/3757] lr: 1.058e-02, eta: 1 day, 22:23:51, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1187, loss: 2.1187, grad_norm: 5.0936 2020-08-06 06:57:35,652 - mmaction - INFO - Epoch [203][3120/3757] lr: 1.058e-02, eta: 1 day, 22:23:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7391, loss_cls: 2.1029, loss: 2.1029, grad_norm: 5.1450 2020-08-06 06:57:51,450 - mmaction - INFO - Epoch [203][3140/3757] lr: 1.058e-02, eta: 1 day, 22:23:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7430, loss_cls: 2.0924, loss: 2.0924, grad_norm: 5.0338 2020-08-06 06:58:07,244 - mmaction - INFO - Epoch [203][3160/3757] lr: 1.058e-02, eta: 1 day, 22:22:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.4883, top5_acc: 0.7414, loss_cls: 2.1526, loss: 2.1526, grad_norm: 5.0653 2020-08-06 06:58:23,236 - mmaction - INFO - Epoch [203][3180/3757] lr: 1.058e-02, eta: 1 day, 22:22:42, time: 0.799, data_time: 0.013, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7422, loss_cls: 2.0913, loss: 2.0913, grad_norm: 4.9568 2020-08-06 06:58:39,049 - mmaction - INFO - Epoch [203][3200/3757] lr: 1.058e-02, eta: 1 day, 22:22:25, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7328, loss_cls: 2.1003, loss: 2.1003, grad_norm: 4.9156 2020-08-06 06:58:54,840 - mmaction - INFO - Epoch [203][3220/3757] lr: 1.058e-02, eta: 1 day, 22:22:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7602, loss_cls: 2.0413, loss: 2.0413, grad_norm: 4.9975 2020-08-06 06:59:10,672 - mmaction - INFO - Epoch [203][3240/3757] lr: 1.058e-02, eta: 1 day, 22:21:50, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7477, loss_cls: 2.1088, loss: 2.1088, grad_norm: 5.1982 2020-08-06 06:59:26,455 - mmaction - INFO - Epoch [203][3260/3757] lr: 1.058e-02, eta: 1 day, 22:21:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0165, loss: 2.0165, grad_norm: 5.1079 2020-08-06 06:59:42,320 - mmaction - INFO - Epoch [203][3280/3757] lr: 1.058e-02, eta: 1 day, 22:21:15, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7234, loss_cls: 2.1581, loss: 2.1581, grad_norm: 5.0276 2020-08-06 06:59:58,128 - mmaction - INFO - Epoch [203][3300/3757] lr: 1.058e-02, eta: 1 day, 22:20:58, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7633, loss_cls: 2.0426, loss: 2.0426, grad_norm: 5.2399 2020-08-06 07:00:18,408 - mmaction - INFO - Epoch [203][3320/3757] lr: 1.058e-02, eta: 1 day, 22:20:44, time: 1.011, data_time: 0.015, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7492, loss_cls: 2.0713, loss: 2.0713, grad_norm: 5.1654 2020-08-06 07:00:34,219 - mmaction - INFO - Epoch [203][3340/3757] lr: 1.058e-02, eta: 1 day, 22:20:26, time: 0.794, data_time: 0.009, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7672, loss_cls: 2.0352, loss: 2.0352, grad_norm: 5.0964 2020-08-06 07:00:50,003 - mmaction - INFO - Epoch [203][3360/3757] lr: 1.058e-02, eta: 1 day, 22:20:09, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7547, loss_cls: 2.0423, loss: 2.0423, grad_norm: 5.1001 2020-08-06 07:01:05,874 - mmaction - INFO - Epoch [203][3380/3757] lr: 1.058e-02, eta: 1 day, 22:19:52, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7633, loss_cls: 1.9954, loss: 1.9954, grad_norm: 5.0736 2020-08-06 07:01:21,666 - mmaction - INFO - Epoch [203][3400/3757] lr: 1.058e-02, eta: 1 day, 22:19:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7648, loss_cls: 2.0038, loss: 2.0038, grad_norm: 5.0195 2020-08-06 07:01:37,510 - mmaction - INFO - Epoch [203][3420/3757] lr: 1.058e-02, eta: 1 day, 22:19:17, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.4875, top5_acc: 0.7516, loss_cls: 2.1472, loss: 2.1472, grad_norm: 5.2010 2020-08-06 07:01:53,382 - mmaction - INFO - Epoch [203][3440/3757] lr: 1.058e-02, eta: 1 day, 22:18:59, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7656, loss_cls: 2.0348, loss: 2.0348, grad_norm: 5.1232 2020-08-06 07:02:09,191 - mmaction - INFO - Epoch [203][3460/3757] lr: 1.058e-02, eta: 1 day, 22:18:42, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7484, loss_cls: 2.0926, loss: 2.0926, grad_norm: 5.1715 2020-08-06 07:02:27,532 - mmaction - INFO - Epoch [203][3480/3757] lr: 1.058e-02, eta: 1 day, 22:18:27, time: 0.917, data_time: 0.127, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7695, loss_cls: 2.0196, loss: 2.0196, grad_norm: 5.0645 2020-08-06 07:02:43,369 - mmaction - INFO - Epoch [203][3500/3757] lr: 1.058e-02, eta: 1 day, 22:18:09, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7312, loss_cls: 2.2422, loss: 2.2422, grad_norm: 5.3264 2020-08-06 07:02:59,100 - mmaction - INFO - Epoch [203][3520/3757] lr: 1.058e-02, eta: 1 day, 22:17:52, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.4945, top5_acc: 0.7336, loss_cls: 2.1387, loss: 2.1387, grad_norm: 5.1364 2020-08-06 07:03:14,815 - mmaction - INFO - Epoch [203][3540/3757] lr: 1.058e-02, eta: 1 day, 22:17:34, time: 0.785, data_time: 0.000, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7648, loss_cls: 1.9713, loss: 1.9713, grad_norm: 4.9122 2020-08-06 07:03:30,604 - mmaction - INFO - Epoch [203][3560/3757] lr: 1.058e-02, eta: 1 day, 22:17:17, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7648, loss_cls: 1.9570, loss: 1.9570, grad_norm: 5.0808 2020-08-06 07:03:46,275 - mmaction - INFO - Epoch [203][3580/3757] lr: 1.058e-02, eta: 1 day, 22:16:59, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7625, loss_cls: 1.9897, loss: 1.9897, grad_norm: 4.9894 2020-08-06 07:04:02,101 - mmaction - INFO - Epoch [203][3600/3757] lr: 1.058e-02, eta: 1 day, 22:16:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7492, loss_cls: 2.1010, loss: 2.1010, grad_norm: 5.0688 2020-08-06 07:04:17,847 - mmaction - INFO - Epoch [203][3620/3757] lr: 1.058e-02, eta: 1 day, 22:16:25, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7625, loss_cls: 2.0505, loss: 2.0505, grad_norm: 5.1945 2020-08-06 07:04:33,630 - mmaction - INFO - Epoch [203][3640/3757] lr: 1.058e-02, eta: 1 day, 22:16:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7461, loss_cls: 2.0855, loss: 2.0855, grad_norm: 4.9365 2020-08-06 07:04:49,439 - mmaction - INFO - Epoch [203][3660/3757] lr: 1.058e-02, eta: 1 day, 22:15:50, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7617, loss_cls: 2.0654, loss: 2.0654, grad_norm: 5.1890 2020-08-06 07:05:05,302 - mmaction - INFO - Epoch [203][3680/3757] lr: 1.058e-02, eta: 1 day, 22:15:33, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7469, loss_cls: 2.0605, loss: 2.0605, grad_norm: 5.0212 2020-08-06 07:05:21,000 - mmaction - INFO - Epoch [203][3700/3757] lr: 1.058e-02, eta: 1 day, 22:15:15, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7500, loss_cls: 2.0954, loss: 2.0954, grad_norm: 5.2254 2020-08-06 07:05:36,921 - mmaction - INFO - Epoch [203][3720/3757] lr: 1.058e-02, eta: 1 day, 22:14:58, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7359, loss_cls: 2.1279, loss: 2.1279, grad_norm: 5.0998 2020-08-06 07:05:52,721 - mmaction - INFO - Epoch [203][3740/3757] lr: 1.058e-02, eta: 1 day, 22:14:41, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7469, loss_cls: 2.0580, loss: 2.0580, grad_norm: 5.1277 2020-08-06 07:08:56,099 - mmaction - INFO - Epoch [204][20/3757] lr: 1.021e-02, eta: 1 day, 22:15:42, time: 8.084, data_time: 7.267, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7289, loss_cls: 2.1013, loss: 2.1013, grad_norm: 5.0298 2020-08-06 07:09:12,027 - mmaction - INFO - Epoch [204][40/3757] lr: 1.021e-02, eta: 1 day, 22:15:25, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7453, loss_cls: 2.1418, loss: 2.1418, grad_norm: 5.1912 2020-08-06 07:09:27,876 - mmaction - INFO - Epoch [204][60/3757] lr: 1.021e-02, eta: 1 day, 22:15:07, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7727, loss_cls: 1.9442, loss: 1.9442, grad_norm: 5.1181 2020-08-06 07:09:43,814 - mmaction - INFO - Epoch [204][80/3757] lr: 1.021e-02, eta: 1 day, 22:14:50, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7484, loss_cls: 2.0501, loss: 2.0501, grad_norm: 5.0396 2020-08-06 07:09:59,793 - mmaction - INFO - Epoch [204][100/3757] lr: 1.021e-02, eta: 1 day, 22:14:33, time: 0.801, data_time: 0.006, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7656, loss_cls: 2.0253, loss: 2.0253, grad_norm: 5.1250 2020-08-06 07:10:15,712 - mmaction - INFO - Epoch [204][120/3757] lr: 1.021e-02, eta: 1 day, 22:14:15, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7648, loss_cls: 2.0151, loss: 2.0151, grad_norm: 4.9772 2020-08-06 07:10:31,647 - mmaction - INFO - Epoch [204][140/3757] lr: 1.021e-02, eta: 1 day, 22:13:58, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7680, loss_cls: 2.0437, loss: 2.0437, grad_norm: 5.2660 2020-08-06 07:10:47,437 - mmaction - INFO - Epoch [204][160/3757] lr: 1.021e-02, eta: 1 day, 22:13:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7555, loss_cls: 2.0324, loss: 2.0324, grad_norm: 5.0389 2020-08-06 07:11:03,223 - mmaction - INFO - Epoch [204][180/3757] lr: 1.021e-02, eta: 1 day, 22:13:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7492, loss_cls: 2.0340, loss: 2.0340, grad_norm: 5.0996 2020-08-06 07:11:19,049 - mmaction - INFO - Epoch [204][200/3757] lr: 1.021e-02, eta: 1 day, 22:13:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7445, loss_cls: 2.0926, loss: 2.0926, grad_norm: 5.1398 2020-08-06 07:11:34,819 - mmaction - INFO - Epoch [204][220/3757] lr: 1.021e-02, eta: 1 day, 22:12:49, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7609, loss_cls: 1.9741, loss: 1.9741, grad_norm: 5.1342 2020-08-06 07:11:50,590 - mmaction - INFO - Epoch [204][240/3757] lr: 1.021e-02, eta: 1 day, 22:12:31, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7641, loss_cls: 2.0240, loss: 2.0240, grad_norm: 5.1938 2020-08-06 07:12:06,358 - mmaction - INFO - Epoch [204][260/3757] lr: 1.021e-02, eta: 1 day, 22:12:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7570, loss_cls: 2.0643, loss: 2.0643, grad_norm: 5.0655 2020-08-06 07:12:22,204 - mmaction - INFO - Epoch [204][280/3757] lr: 1.021e-02, eta: 1 day, 22:11:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7305, loss_cls: 2.1770, loss: 2.1770, grad_norm: 5.2212 2020-08-06 07:12:38,080 - mmaction - INFO - Epoch [204][300/3757] lr: 1.021e-02, eta: 1 day, 22:11:39, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7648, loss_cls: 2.0194, loss: 2.0194, grad_norm: 5.0807 2020-08-06 07:12:53,868 - mmaction - INFO - Epoch [204][320/3757] lr: 1.021e-02, eta: 1 day, 22:11:22, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7461, loss_cls: 2.0983, loss: 2.0983, grad_norm: 5.0368 2020-08-06 07:13:09,569 - mmaction - INFO - Epoch [204][340/3757] lr: 1.021e-02, eta: 1 day, 22:11:04, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7477, loss_cls: 2.0853, loss: 2.0853, grad_norm: 5.0274 2020-08-06 07:13:25,356 - mmaction - INFO - Epoch [204][360/3757] lr: 1.021e-02, eta: 1 day, 22:10:47, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7547, loss_cls: 2.1128, loss: 2.1128, grad_norm: 5.1667 2020-08-06 07:13:41,068 - mmaction - INFO - Epoch [204][380/3757] lr: 1.021e-02, eta: 1 day, 22:10:29, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7602, loss_cls: 2.0652, loss: 2.0652, grad_norm: 4.9385 2020-08-06 07:13:56,890 - mmaction - INFO - Epoch [204][400/3757] lr: 1.021e-02, eta: 1 day, 22:10:12, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7578, loss_cls: 2.0608, loss: 2.0608, grad_norm: 5.0866 2020-08-06 07:14:12,711 - mmaction - INFO - Epoch [204][420/3757] lr: 1.021e-02, eta: 1 day, 22:09:55, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7562, loss_cls: 2.0668, loss: 2.0668, grad_norm: 5.0476 2020-08-06 07:14:28,452 - mmaction - INFO - Epoch [204][440/3757] lr: 1.021e-02, eta: 1 day, 22:09:37, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7539, loss_cls: 2.0505, loss: 2.0505, grad_norm: 5.0659 2020-08-06 07:14:44,217 - mmaction - INFO - Epoch [204][460/3757] lr: 1.021e-02, eta: 1 day, 22:09:20, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7531, loss_cls: 2.0763, loss: 2.0763, grad_norm: 5.0278 2020-08-06 07:15:00,051 - mmaction - INFO - Epoch [204][480/3757] lr: 1.021e-02, eta: 1 day, 22:09:03, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7445, loss_cls: 2.0513, loss: 2.0513, grad_norm: 5.1681 2020-08-06 07:15:15,886 - mmaction - INFO - Epoch [204][500/3757] lr: 1.021e-02, eta: 1 day, 22:08:45, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7477, loss_cls: 2.1194, loss: 2.1194, grad_norm: 5.1285 2020-08-06 07:15:31,627 - mmaction - INFO - Epoch [204][520/3757] lr: 1.021e-02, eta: 1 day, 22:08:28, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7586, loss_cls: 1.9923, loss: 1.9923, grad_norm: 5.0150 2020-08-06 07:15:47,448 - mmaction - INFO - Epoch [204][540/3757] lr: 1.021e-02, eta: 1 day, 22:08:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7781, loss_cls: 1.9377, loss: 1.9377, grad_norm: 5.0388 2020-08-06 07:16:03,233 - mmaction - INFO - Epoch [204][560/3757] lr: 1.021e-02, eta: 1 day, 22:07:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7664, loss_cls: 1.9878, loss: 1.9878, grad_norm: 5.0511 2020-08-06 07:16:19,027 - mmaction - INFO - Epoch [204][580/3757] lr: 1.021e-02, eta: 1 day, 22:07:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7680, loss_cls: 1.9908, loss: 1.9908, grad_norm: 5.1795 2020-08-06 07:16:34,823 - mmaction - INFO - Epoch [204][600/3757] lr: 1.021e-02, eta: 1 day, 22:07:18, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7547, loss_cls: 2.0735, loss: 2.0735, grad_norm: 5.0708 2020-08-06 07:16:50,611 - mmaction - INFO - Epoch [204][620/3757] lr: 1.021e-02, eta: 1 day, 22:07:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7586, loss_cls: 2.0352, loss: 2.0352, grad_norm: 5.1432 2020-08-06 07:17:06,399 - mmaction - INFO - Epoch [204][640/3757] lr: 1.021e-02, eta: 1 day, 22:06:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7617, loss_cls: 2.1703, loss: 2.1703, grad_norm: 5.2325 2020-08-06 07:17:22,162 - mmaction - INFO - Epoch [204][660/3757] lr: 1.021e-02, eta: 1 day, 22:06:26, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7961, loss_cls: 1.9155, loss: 1.9155, grad_norm: 5.0410 2020-08-06 07:17:37,963 - mmaction - INFO - Epoch [204][680/3757] lr: 1.021e-02, eta: 1 day, 22:06:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7438, loss_cls: 2.0548, loss: 2.0548, grad_norm: 5.2340 2020-08-06 07:17:53,722 - mmaction - INFO - Epoch [204][700/3757] lr: 1.021e-02, eta: 1 day, 22:05:51, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7648, loss_cls: 1.9861, loss: 1.9861, grad_norm: 5.0588 2020-08-06 07:18:09,504 - mmaction - INFO - Epoch [204][720/3757] lr: 1.021e-02, eta: 1 day, 22:05:34, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7703, loss_cls: 2.0388, loss: 2.0388, grad_norm: 5.1761 2020-08-06 07:18:25,251 - mmaction - INFO - Epoch [204][740/3757] lr: 1.021e-02, eta: 1 day, 22:05:16, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7797, loss_cls: 1.9926, loss: 1.9926, grad_norm: 5.1418 2020-08-06 07:18:41,054 - mmaction - INFO - Epoch [204][760/3757] lr: 1.021e-02, eta: 1 day, 22:04:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7609, loss_cls: 2.0369, loss: 2.0369, grad_norm: 5.2249 2020-08-06 07:18:56,879 - mmaction - INFO - Epoch [204][780/3757] lr: 1.021e-02, eta: 1 day, 22:04:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7500, loss_cls: 2.0491, loss: 2.0491, grad_norm: 5.1115 2020-08-06 07:19:12,611 - mmaction - INFO - Epoch [204][800/3757] lr: 1.021e-02, eta: 1 day, 22:04:24, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7414, loss_cls: 2.1096, loss: 2.1096, grad_norm: 5.1851 2020-08-06 07:19:28,449 - mmaction - INFO - Epoch [204][820/3757] lr: 1.021e-02, eta: 1 day, 22:04:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7680, loss_cls: 2.0016, loss: 2.0016, grad_norm: 5.1311 2020-08-06 07:19:44,257 - mmaction - INFO - Epoch [204][840/3757] lr: 1.021e-02, eta: 1 day, 22:03:50, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7648, loss_cls: 1.9952, loss: 1.9952, grad_norm: 5.1445 2020-08-06 07:20:00,096 - mmaction - INFO - Epoch [204][860/3757] lr: 1.021e-02, eta: 1 day, 22:03:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7398, loss_cls: 2.1311, loss: 2.1311, grad_norm: 5.2439 2020-08-06 07:20:15,897 - mmaction - INFO - Epoch [204][880/3757] lr: 1.021e-02, eta: 1 day, 22:03:15, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7539, loss_cls: 2.0867, loss: 2.0867, grad_norm: 5.1257 2020-08-06 07:20:31,699 - mmaction - INFO - Epoch [204][900/3757] lr: 1.021e-02, eta: 1 day, 22:02:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7422, loss_cls: 2.1306, loss: 2.1306, grad_norm: 5.1442 2020-08-06 07:20:47,492 - mmaction - INFO - Epoch [204][920/3757] lr: 1.021e-02, eta: 1 day, 22:02:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7500, loss_cls: 2.0796, loss: 2.0796, grad_norm: 5.0367 2020-08-06 07:21:03,264 - mmaction - INFO - Epoch [204][940/3757] lr: 1.021e-02, eta: 1 day, 22:02:23, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7430, loss_cls: 2.0908, loss: 2.0908, grad_norm: 5.0718 2020-08-06 07:21:19,083 - mmaction - INFO - Epoch [204][960/3757] lr: 1.021e-02, eta: 1 day, 22:02:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7508, loss_cls: 2.0890, loss: 2.0890, grad_norm: 4.9506 2020-08-06 07:21:34,930 - mmaction - INFO - Epoch [204][980/3757] lr: 1.021e-02, eta: 1 day, 22:01:48, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7797, loss_cls: 1.9320, loss: 1.9320, grad_norm: 5.0322 2020-08-06 07:21:50,591 - mmaction - INFO - Epoch [204][1000/3757] lr: 1.021e-02, eta: 1 day, 22:01:31, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7711, loss_cls: 1.9660, loss: 1.9660, grad_norm: 5.1264 2020-08-06 07:22:06,480 - mmaction - INFO - Epoch [204][1020/3757] lr: 1.021e-02, eta: 1 day, 22:01:13, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7367, loss_cls: 2.1417, loss: 2.1417, grad_norm: 5.3123 2020-08-06 07:22:22,139 - mmaction - INFO - Epoch [204][1040/3757] lr: 1.021e-02, eta: 1 day, 22:00:56, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 1.9972, loss: 1.9972, grad_norm: 5.2452 2020-08-06 07:22:37,941 - mmaction - INFO - Epoch [204][1060/3757] lr: 1.021e-02, eta: 1 day, 22:00:38, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7477, loss_cls: 2.0517, loss: 2.0517, grad_norm: 5.1499 2020-08-06 07:22:53,752 - mmaction - INFO - Epoch [204][1080/3757] lr: 1.021e-02, eta: 1 day, 22:00:21, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7648, loss_cls: 2.0626, loss: 2.0626, grad_norm: 5.1620 2020-08-06 07:23:09,432 - mmaction - INFO - Epoch [204][1100/3757] lr: 1.021e-02, eta: 1 day, 22:00:04, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7469, loss_cls: 2.0758, loss: 2.0758, grad_norm: 5.1456 2020-08-06 07:23:25,162 - mmaction - INFO - Epoch [204][1120/3757] lr: 1.021e-02, eta: 1 day, 21:59:46, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7641, loss_cls: 2.0311, loss: 2.0311, grad_norm: 5.1414 2020-08-06 07:23:40,901 - mmaction - INFO - Epoch [204][1140/3757] lr: 1.021e-02, eta: 1 day, 21:59:29, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7508, loss_cls: 2.0647, loss: 2.0647, grad_norm: 5.0396 2020-08-06 07:23:56,632 - mmaction - INFO - Epoch [204][1160/3757] lr: 1.021e-02, eta: 1 day, 21:59:11, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.1260, loss: 2.1260, grad_norm: 5.0605 2020-08-06 07:24:12,354 - mmaction - INFO - Epoch [204][1180/3757] lr: 1.021e-02, eta: 1 day, 21:58:54, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7758, loss_cls: 1.9585, loss: 1.9585, grad_norm: 4.8712 2020-08-06 07:24:28,189 - mmaction - INFO - Epoch [204][1200/3757] lr: 1.021e-02, eta: 1 day, 21:58:37, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7273, loss_cls: 2.1347, loss: 2.1347, grad_norm: 5.0151 2020-08-06 07:24:43,975 - mmaction - INFO - Epoch [204][1220/3757] lr: 1.021e-02, eta: 1 day, 21:58:19, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7617, loss_cls: 2.0120, loss: 2.0120, grad_norm: 4.9342 2020-08-06 07:24:59,775 - mmaction - INFO - Epoch [204][1240/3757] lr: 1.021e-02, eta: 1 day, 21:58:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7594, loss_cls: 2.0438, loss: 2.0438, grad_norm: 5.1638 2020-08-06 07:25:15,589 - mmaction - INFO - Epoch [204][1260/3757] lr: 1.021e-02, eta: 1 day, 21:57:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7672, loss_cls: 2.0266, loss: 2.0266, grad_norm: 5.2355 2020-08-06 07:25:31,345 - mmaction - INFO - Epoch [204][1280/3757] lr: 1.021e-02, eta: 1 day, 21:57:27, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7555, loss_cls: 2.0848, loss: 2.0848, grad_norm: 5.1760 2020-08-06 07:25:47,131 - mmaction - INFO - Epoch [204][1300/3757] lr: 1.021e-02, eta: 1 day, 21:57:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7594, loss_cls: 2.0896, loss: 2.0896, grad_norm: 5.2305 2020-08-06 07:26:03,009 - mmaction - INFO - Epoch [204][1320/3757] lr: 1.021e-02, eta: 1 day, 21:56:52, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7742, loss_cls: 1.9801, loss: 1.9801, grad_norm: 5.1051 2020-08-06 07:26:18,727 - mmaction - INFO - Epoch [204][1340/3757] lr: 1.021e-02, eta: 1 day, 21:56:35, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7328, loss_cls: 2.1366, loss: 2.1366, grad_norm: 5.1947 2020-08-06 07:26:34,617 - mmaction - INFO - Epoch [204][1360/3757] lr: 1.021e-02, eta: 1 day, 21:56:18, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7570, loss_cls: 2.0298, loss: 2.0298, grad_norm: 5.0998 2020-08-06 07:26:50,515 - mmaction - INFO - Epoch [204][1380/3757] lr: 1.021e-02, eta: 1 day, 21:56:00, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7328, loss_cls: 2.1566, loss: 2.1566, grad_norm: 5.2201 2020-08-06 07:27:06,312 - mmaction - INFO - Epoch [204][1400/3757] lr: 1.021e-02, eta: 1 day, 21:55:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7664, loss_cls: 2.0088, loss: 2.0088, grad_norm: 4.9479 2020-08-06 07:27:22,087 - mmaction - INFO - Epoch [204][1420/3757] lr: 1.021e-02, eta: 1 day, 21:55:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7469, loss_cls: 2.0325, loss: 2.0325, grad_norm: 5.1632 2020-08-06 07:27:37,868 - mmaction - INFO - Epoch [204][1440/3757] lr: 1.021e-02, eta: 1 day, 21:55:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7547, loss_cls: 2.0469, loss: 2.0469, grad_norm: 5.1255 2020-08-06 07:27:53,653 - mmaction - INFO - Epoch [204][1460/3757] lr: 1.021e-02, eta: 1 day, 21:54:51, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.0626, loss: 2.0626, grad_norm: 5.2678 2020-08-06 07:28:09,442 - mmaction - INFO - Epoch [204][1480/3757] lr: 1.021e-02, eta: 1 day, 21:54:33, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7422, loss_cls: 2.1263, loss: 2.1263, grad_norm: 5.4590 2020-08-06 07:28:25,242 - mmaction - INFO - Epoch [204][1500/3757] lr: 1.021e-02, eta: 1 day, 21:54:16, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7570, loss_cls: 2.0305, loss: 2.0305, grad_norm: 5.0654 2020-08-06 07:28:41,030 - mmaction - INFO - Epoch [204][1520/3757] lr: 1.021e-02, eta: 1 day, 21:53:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7508, loss_cls: 1.9960, loss: 1.9960, grad_norm: 5.1192 2020-08-06 07:28:56,864 - mmaction - INFO - Epoch [204][1540/3757] lr: 1.021e-02, eta: 1 day, 21:53:41, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.0638, loss: 2.0638, grad_norm: 5.1957 2020-08-06 07:29:12,652 - mmaction - INFO - Epoch [204][1560/3757] lr: 1.021e-02, eta: 1 day, 21:53:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.1240, loss: 2.1240, grad_norm: 5.2793 2020-08-06 07:29:28,475 - mmaction - INFO - Epoch [204][1580/3757] lr: 1.021e-02, eta: 1 day, 21:53:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7273, loss_cls: 2.1904, loss: 2.1904, grad_norm: 5.3672 2020-08-06 07:29:44,257 - mmaction - INFO - Epoch [204][1600/3757] lr: 1.021e-02, eta: 1 day, 21:52:49, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7625, loss_cls: 2.0822, loss: 2.0822, grad_norm: 5.1918 2020-08-06 07:30:00,036 - mmaction - INFO - Epoch [204][1620/3757] lr: 1.021e-02, eta: 1 day, 21:52:32, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.0793, loss: 2.0793, grad_norm: 5.1576 2020-08-06 07:30:15,879 - mmaction - INFO - Epoch [204][1640/3757] lr: 1.021e-02, eta: 1 day, 21:52:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7609, loss_cls: 2.0573, loss: 2.0573, grad_norm: 5.0569 2020-08-06 07:30:31,686 - mmaction - INFO - Epoch [204][1660/3757] lr: 1.021e-02, eta: 1 day, 21:51:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7352, loss_cls: 2.1330, loss: 2.1330, grad_norm: 4.9478 2020-08-06 07:30:47,498 - mmaction - INFO - Epoch [204][1680/3757] lr: 1.021e-02, eta: 1 day, 21:51:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7664, loss_cls: 2.0603, loss: 2.0603, grad_norm: 5.1328 2020-08-06 07:31:03,287 - mmaction - INFO - Epoch [204][1700/3757] lr: 1.021e-02, eta: 1 day, 21:51:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7484, loss_cls: 2.0207, loss: 2.0207, grad_norm: 5.0168 2020-08-06 07:31:19,109 - mmaction - INFO - Epoch [204][1720/3757] lr: 1.021e-02, eta: 1 day, 21:51:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7656, loss_cls: 2.0083, loss: 2.0083, grad_norm: 5.1051 2020-08-06 07:31:35,175 - mmaction - INFO - Epoch [204][1740/3757] lr: 1.021e-02, eta: 1 day, 21:50:48, time: 0.804, data_time: 0.012, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7375, loss_cls: 2.1292, loss: 2.1292, grad_norm: 5.1860 2020-08-06 07:31:50,929 - mmaction - INFO - Epoch [204][1760/3757] lr: 1.021e-02, eta: 1 day, 21:50:30, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7719, loss_cls: 2.0353, loss: 2.0353, grad_norm: 5.2137 2020-08-06 07:32:06,707 - mmaction - INFO - Epoch [204][1780/3757] lr: 1.021e-02, eta: 1 day, 21:50:13, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7562, loss_cls: 2.0235, loss: 2.0235, grad_norm: 5.1158 2020-08-06 07:32:22,458 - mmaction - INFO - Epoch [204][1800/3757] lr: 1.021e-02, eta: 1 day, 21:49:56, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7625, loss_cls: 2.0272, loss: 2.0272, grad_norm: 5.0565 2020-08-06 07:32:38,231 - mmaction - INFO - Epoch [204][1820/3757] lr: 1.021e-02, eta: 1 day, 21:49:38, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7633, loss_cls: 1.9464, loss: 1.9464, grad_norm: 5.0455 2020-08-06 07:32:54,048 - mmaction - INFO - Epoch [204][1840/3757] lr: 1.021e-02, eta: 1 day, 21:49:21, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7750, loss_cls: 1.9887, loss: 1.9887, grad_norm: 5.2658 2020-08-06 07:33:09,749 - mmaction - INFO - Epoch [204][1860/3757] lr: 1.021e-02, eta: 1 day, 21:49:03, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7727, loss_cls: 1.9784, loss: 1.9784, grad_norm: 5.0683 2020-08-06 07:33:25,552 - mmaction - INFO - Epoch [204][1880/3757] lr: 1.021e-02, eta: 1 day, 21:48:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7570, loss_cls: 2.0152, loss: 2.0152, grad_norm: 4.9605 2020-08-06 07:33:41,445 - mmaction - INFO - Epoch [204][1900/3757] lr: 1.021e-02, eta: 1 day, 21:48:29, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7516, loss_cls: 2.0543, loss: 2.0543, grad_norm: 5.1265 2020-08-06 07:33:57,230 - mmaction - INFO - Epoch [204][1920/3757] lr: 1.021e-02, eta: 1 day, 21:48:11, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7531, loss_cls: 1.9721, loss: 1.9721, grad_norm: 5.1075 2020-08-06 07:34:13,064 - mmaction - INFO - Epoch [204][1940/3757] lr: 1.021e-02, eta: 1 day, 21:47:54, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7375, loss_cls: 2.1629, loss: 2.1629, grad_norm: 5.2503 2020-08-06 07:34:28,861 - mmaction - INFO - Epoch [204][1960/3757] lr: 1.021e-02, eta: 1 day, 21:47:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7523, loss_cls: 2.0035, loss: 2.0035, grad_norm: 5.0250 2020-08-06 07:34:44,697 - mmaction - INFO - Epoch [204][1980/3757] lr: 1.021e-02, eta: 1 day, 21:47:19, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7453, loss_cls: 2.0809, loss: 2.0809, grad_norm: 5.2336 2020-08-06 07:35:00,491 - mmaction - INFO - Epoch [204][2000/3757] lr: 1.021e-02, eta: 1 day, 21:47:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7461, loss_cls: 2.0545, loss: 2.0545, grad_norm: 5.1965 2020-08-06 07:35:16,303 - mmaction - INFO - Epoch [204][2020/3757] lr: 1.021e-02, eta: 1 day, 21:46:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7422, loss_cls: 2.1598, loss: 2.1598, grad_norm: 5.2224 2020-08-06 07:35:32,126 - mmaction - INFO - Epoch [204][2040/3757] lr: 1.021e-02, eta: 1 day, 21:46:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7695, loss_cls: 2.0082, loss: 2.0082, grad_norm: 5.1965 2020-08-06 07:35:47,933 - mmaction - INFO - Epoch [204][2060/3757] lr: 1.021e-02, eta: 1 day, 21:46:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.0996, loss: 2.0996, grad_norm: 5.1609 2020-08-06 07:36:03,725 - mmaction - INFO - Epoch [204][2080/3757] lr: 1.021e-02, eta: 1 day, 21:45:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7562, loss_cls: 2.0510, loss: 2.0510, grad_norm: 5.2287 2020-08-06 07:36:19,539 - mmaction - INFO - Epoch [204][2100/3757] lr: 1.021e-02, eta: 1 day, 21:45:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7453, loss_cls: 2.0886, loss: 2.0886, grad_norm: 5.2330 2020-08-06 07:36:35,389 - mmaction - INFO - Epoch [204][2120/3757] lr: 1.021e-02, eta: 1 day, 21:45:18, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7469, loss_cls: 2.1041, loss: 2.1041, grad_norm: 5.2503 2020-08-06 07:36:51,209 - mmaction - INFO - Epoch [204][2140/3757] lr: 1.021e-02, eta: 1 day, 21:45:01, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7398, loss_cls: 2.0782, loss: 2.0782, grad_norm: 5.1066 2020-08-06 07:37:07,039 - mmaction - INFO - Epoch [204][2160/3757] lr: 1.021e-02, eta: 1 day, 21:44:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7602, loss_cls: 2.0382, loss: 2.0382, grad_norm: 5.3269 2020-08-06 07:37:22,795 - mmaction - INFO - Epoch [204][2180/3757] lr: 1.021e-02, eta: 1 day, 21:44:26, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7547, loss_cls: 2.1184, loss: 2.1184, grad_norm: 5.2906 2020-08-06 07:37:38,583 - mmaction - INFO - Epoch [204][2200/3757] lr: 1.021e-02, eta: 1 day, 21:44:08, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7664, loss_cls: 1.9657, loss: 1.9657, grad_norm: 4.9780 2020-08-06 07:37:54,362 - mmaction - INFO - Epoch [204][2220/3757] lr: 1.021e-02, eta: 1 day, 21:43:51, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7383, loss_cls: 2.1479, loss: 2.1479, grad_norm: 5.1541 2020-08-06 07:38:10,176 - mmaction - INFO - Epoch [204][2240/3757] lr: 1.021e-02, eta: 1 day, 21:43:34, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7484, loss_cls: 2.1307, loss: 2.1307, grad_norm: 5.2340 2020-08-06 07:38:26,243 - mmaction - INFO - Epoch [204][2260/3757] lr: 1.021e-02, eta: 1 day, 21:43:17, time: 0.803, data_time: 0.014, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7578, loss_cls: 1.9858, loss: 1.9858, grad_norm: 5.0584 2020-08-06 07:38:42,061 - mmaction - INFO - Epoch [204][2280/3757] lr: 1.021e-02, eta: 1 day, 21:42:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7633, loss_cls: 1.9952, loss: 1.9952, grad_norm: 5.1975 2020-08-06 07:38:57,842 - mmaction - INFO - Epoch [204][2300/3757] lr: 1.021e-02, eta: 1 day, 21:42:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7516, loss_cls: 2.0345, loss: 2.0345, grad_norm: 5.0997 2020-08-06 07:39:13,638 - mmaction - INFO - Epoch [204][2320/3757] lr: 1.021e-02, eta: 1 day, 21:42:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7680, loss_cls: 2.0304, loss: 2.0304, grad_norm: 5.0311 2020-08-06 07:39:29,549 - mmaction - INFO - Epoch [204][2340/3757] lr: 1.021e-02, eta: 1 day, 21:42:07, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7562, loss_cls: 1.9882, loss: 1.9882, grad_norm: 5.0095 2020-08-06 07:39:45,285 - mmaction - INFO - Epoch [204][2360/3757] lr: 1.021e-02, eta: 1 day, 21:41:50, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7641, loss_cls: 1.9812, loss: 1.9812, grad_norm: 4.9804 2020-08-06 07:40:01,170 - mmaction - INFO - Epoch [204][2380/3757] lr: 1.021e-02, eta: 1 day, 21:41:32, time: 0.794, data_time: 0.011, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7664, loss_cls: 2.0517, loss: 2.0517, grad_norm: 5.1289 2020-08-06 07:40:16,926 - mmaction - INFO - Epoch [204][2400/3757] lr: 1.021e-02, eta: 1 day, 21:41:15, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7312, loss_cls: 2.1253, loss: 2.1253, grad_norm: 5.1444 2020-08-06 07:40:32,756 - mmaction - INFO - Epoch [204][2420/3757] lr: 1.021e-02, eta: 1 day, 21:40:58, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7531, loss_cls: 2.0312, loss: 2.0312, grad_norm: 5.0710 2020-08-06 07:40:48,509 - mmaction - INFO - Epoch [204][2440/3757] lr: 1.021e-02, eta: 1 day, 21:40:40, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7703, loss_cls: 1.9598, loss: 1.9598, grad_norm: 5.0304 2020-08-06 07:41:04,351 - mmaction - INFO - Epoch [204][2460/3757] lr: 1.021e-02, eta: 1 day, 21:40:23, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7359, loss_cls: 2.1076, loss: 2.1076, grad_norm: 5.2855 2020-08-06 07:41:20,086 - mmaction - INFO - Epoch [204][2480/3757] lr: 1.021e-02, eta: 1 day, 21:40:06, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7445, loss_cls: 2.0647, loss: 2.0647, grad_norm: 5.1755 2020-08-06 07:41:35,866 - mmaction - INFO - Epoch [204][2500/3757] lr: 1.021e-02, eta: 1 day, 21:39:48, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7570, loss_cls: 2.0239, loss: 2.0239, grad_norm: 5.1086 2020-08-06 07:41:51,600 - mmaction - INFO - Epoch [204][2520/3757] lr: 1.021e-02, eta: 1 day, 21:39:31, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.0849, loss: 2.0849, grad_norm: 5.2335 2020-08-06 07:42:07,364 - mmaction - INFO - Epoch [204][2540/3757] lr: 1.021e-02, eta: 1 day, 21:39:13, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7617, loss_cls: 2.1247, loss: 2.1247, grad_norm: 5.3776 2020-08-06 07:42:23,204 - mmaction - INFO - Epoch [204][2560/3757] lr: 1.021e-02, eta: 1 day, 21:38:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7672, loss_cls: 2.0235, loss: 2.0235, grad_norm: 5.1983 2020-08-06 07:42:38,975 - mmaction - INFO - Epoch [204][2580/3757] lr: 1.021e-02, eta: 1 day, 21:38:39, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7516, loss_cls: 2.0170, loss: 2.0170, grad_norm: 5.0252 2020-08-06 07:42:54,850 - mmaction - INFO - Epoch [204][2600/3757] lr: 1.021e-02, eta: 1 day, 21:38:21, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7531, loss_cls: 2.0714, loss: 2.0714, grad_norm: 5.2111 2020-08-06 07:43:10,572 - mmaction - INFO - Epoch [204][2620/3757] lr: 1.021e-02, eta: 1 day, 21:38:04, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7375, loss_cls: 2.1108, loss: 2.1108, grad_norm: 5.0596 2020-08-06 07:43:26,350 - mmaction - INFO - Epoch [204][2640/3757] lr: 1.021e-02, eta: 1 day, 21:37:47, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7633, loss_cls: 2.0721, loss: 2.0721, grad_norm: 5.0789 2020-08-06 07:43:42,069 - mmaction - INFO - Epoch [204][2660/3757] lr: 1.021e-02, eta: 1 day, 21:37:29, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7625, loss_cls: 2.0298, loss: 2.0298, grad_norm: 4.9859 2020-08-06 07:43:57,834 - mmaction - INFO - Epoch [204][2680/3757] lr: 1.021e-02, eta: 1 day, 21:37:12, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7438, loss_cls: 2.1463, loss: 2.1463, grad_norm: 5.2242 2020-08-06 07:44:13,611 - mmaction - INFO - Epoch [204][2700/3757] lr: 1.021e-02, eta: 1 day, 21:36:54, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7500, loss_cls: 2.0590, loss: 2.0590, grad_norm: 5.1011 2020-08-06 07:44:29,454 - mmaction - INFO - Epoch [204][2720/3757] lr: 1.021e-02, eta: 1 day, 21:36:37, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7539, loss_cls: 2.0445, loss: 2.0445, grad_norm: 5.1871 2020-08-06 07:44:45,219 - mmaction - INFO - Epoch [204][2740/3757] lr: 1.021e-02, eta: 1 day, 21:36:20, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7352, loss_cls: 2.1574, loss: 2.1574, grad_norm: 5.1932 2020-08-06 07:45:01,006 - mmaction - INFO - Epoch [204][2760/3757] lr: 1.021e-02, eta: 1 day, 21:36:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7297, loss_cls: 2.1642, loss: 2.1642, grad_norm: 5.1053 2020-08-06 07:45:16,779 - mmaction - INFO - Epoch [204][2780/3757] lr: 1.021e-02, eta: 1 day, 21:35:45, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.1032, loss: 2.1032, grad_norm: 5.2676 2020-08-06 07:45:32,610 - mmaction - INFO - Epoch [204][2800/3757] lr: 1.021e-02, eta: 1 day, 21:35:28, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7648, loss_cls: 2.0166, loss: 2.0166, grad_norm: 5.1732 2020-08-06 07:45:49,005 - mmaction - INFO - Epoch [204][2820/3757] lr: 1.021e-02, eta: 1 day, 21:35:11, time: 0.820, data_time: 0.035, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7516, loss_cls: 2.0083, loss: 2.0083, grad_norm: 5.1491 2020-08-06 07:46:04,777 - mmaction - INFO - Epoch [204][2840/3757] lr: 1.021e-02, eta: 1 day, 21:34:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7328, loss_cls: 2.1493, loss: 2.1493, grad_norm: 5.1489 2020-08-06 07:46:20,587 - mmaction - INFO - Epoch [204][2860/3757] lr: 1.021e-02, eta: 1 day, 21:34:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7742, loss_cls: 1.9733, loss: 1.9733, grad_norm: 5.1706 2020-08-06 07:46:36,364 - mmaction - INFO - Epoch [204][2880/3757] lr: 1.021e-02, eta: 1 day, 21:34:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 1.9579, loss: 1.9579, grad_norm: 5.0935 2020-08-06 07:46:52,173 - mmaction - INFO - Epoch [204][2900/3757] lr: 1.021e-02, eta: 1 day, 21:34:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7742, loss_cls: 1.9955, loss: 1.9955, grad_norm: 5.2073 2020-08-06 07:47:08,185 - mmaction - INFO - Epoch [204][2920/3757] lr: 1.021e-02, eta: 1 day, 21:33:44, time: 0.801, data_time: 0.014, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7680, loss_cls: 1.9947, loss: 1.9947, grad_norm: 5.0484 2020-08-06 07:47:23,964 - mmaction - INFO - Epoch [204][2940/3757] lr: 1.021e-02, eta: 1 day, 21:33:27, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7586, loss_cls: 2.0394, loss: 2.0394, grad_norm: 5.0182 2020-08-06 07:47:39,755 - mmaction - INFO - Epoch [204][2960/3757] lr: 1.021e-02, eta: 1 day, 21:33:09, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7617, loss_cls: 2.0406, loss: 2.0406, grad_norm: 5.0566 2020-08-06 07:47:55,516 - mmaction - INFO - Epoch [204][2980/3757] lr: 1.021e-02, eta: 1 day, 21:32:52, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7641, loss_cls: 2.0512, loss: 2.0512, grad_norm: 5.2074 2020-08-06 07:48:11,302 - mmaction - INFO - Epoch [204][3000/3757] lr: 1.021e-02, eta: 1 day, 21:32:35, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4914, top5_acc: 0.7250, loss_cls: 2.2131, loss: 2.2131, grad_norm: 5.4212 2020-08-06 07:48:27,074 - mmaction - INFO - Epoch [204][3020/3757] lr: 1.021e-02, eta: 1 day, 21:32:17, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7445, loss_cls: 2.0780, loss: 2.0780, grad_norm: 5.1575 2020-08-06 07:48:42,814 - mmaction - INFO - Epoch [204][3040/3757] lr: 1.021e-02, eta: 1 day, 21:32:00, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7672, loss_cls: 2.0465, loss: 2.0465, grad_norm: 5.1826 2020-08-06 07:48:58,552 - mmaction - INFO - Epoch [204][3060/3757] lr: 1.021e-02, eta: 1 day, 21:31:42, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7367, loss_cls: 2.0940, loss: 2.0940, grad_norm: 5.1006 2020-08-06 07:49:14,359 - mmaction - INFO - Epoch [204][3080/3757] lr: 1.021e-02, eta: 1 day, 21:31:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7797, loss_cls: 1.9951, loss: 1.9951, grad_norm: 5.0863 2020-08-06 07:49:30,158 - mmaction - INFO - Epoch [204][3100/3757] lr: 1.021e-02, eta: 1 day, 21:31:08, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7430, loss_cls: 2.1592, loss: 2.1592, grad_norm: 5.2524 2020-08-06 07:49:45,901 - mmaction - INFO - Epoch [204][3120/3757] lr: 1.021e-02, eta: 1 day, 21:30:50, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7344, loss_cls: 2.1484, loss: 2.1484, grad_norm: 5.2393 2020-08-06 07:50:01,709 - mmaction - INFO - Epoch [204][3140/3757] lr: 1.021e-02, eta: 1 day, 21:30:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7430, loss_cls: 2.0797, loss: 2.0797, grad_norm: 5.2109 2020-08-06 07:50:17,495 - mmaction - INFO - Epoch [204][3160/3757] lr: 1.021e-02, eta: 1 day, 21:30:16, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7680, loss_cls: 1.9692, loss: 1.9692, grad_norm: 5.0574 2020-08-06 07:50:33,281 - mmaction - INFO - Epoch [204][3180/3757] lr: 1.021e-02, eta: 1 day, 21:29:58, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7469, loss_cls: 2.0648, loss: 2.0648, grad_norm: 5.0724 2020-08-06 07:50:49,166 - mmaction - INFO - Epoch [204][3200/3757] lr: 1.021e-02, eta: 1 day, 21:29:41, time: 0.796, data_time: 0.006, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7680, loss_cls: 1.9959, loss: 1.9959, grad_norm: 5.0295 2020-08-06 07:51:04,922 - mmaction - INFO - Epoch [204][3220/3757] lr: 1.021e-02, eta: 1 day, 21:29:24, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7609, loss_cls: 2.0584, loss: 2.0584, grad_norm: 5.0884 2020-08-06 07:51:20,723 - mmaction - INFO - Epoch [204][3240/3757] lr: 1.021e-02, eta: 1 day, 21:29:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7516, loss_cls: 2.1006, loss: 2.1006, grad_norm: 5.2019 2020-08-06 07:51:36,427 - mmaction - INFO - Epoch [204][3260/3757] lr: 1.021e-02, eta: 1 day, 21:28:49, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7328, loss_cls: 2.1190, loss: 2.1190, grad_norm: 5.0761 2020-08-06 07:51:52,235 - mmaction - INFO - Epoch [204][3280/3757] lr: 1.021e-02, eta: 1 day, 21:28:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7719, loss_cls: 2.0309, loss: 2.0309, grad_norm: 5.2497 2020-08-06 07:52:08,074 - mmaction - INFO - Epoch [204][3300/3757] lr: 1.021e-02, eta: 1 day, 21:28:14, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.4828, top5_acc: 0.7352, loss_cls: 2.1721, loss: 2.1721, grad_norm: 5.1872 2020-08-06 07:52:23,938 - mmaction - INFO - Epoch [204][3320/3757] lr: 1.021e-02, eta: 1 day, 21:27:57, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7375, loss_cls: 2.1967, loss: 2.1967, grad_norm: 5.2353 2020-08-06 07:52:39,715 - mmaction - INFO - Epoch [204][3340/3757] lr: 1.021e-02, eta: 1 day, 21:27:39, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4922, top5_acc: 0.7320, loss_cls: 2.2032, loss: 2.2032, grad_norm: 5.2797 2020-08-06 07:52:55,578 - mmaction - INFO - Epoch [204][3360/3757] lr: 1.021e-02, eta: 1 day, 21:27:22, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7711, loss_cls: 1.9742, loss: 1.9742, grad_norm: 5.0013 2020-08-06 07:53:11,349 - mmaction - INFO - Epoch [204][3380/3757] lr: 1.021e-02, eta: 1 day, 21:27:05, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7625, loss_cls: 1.9736, loss: 1.9736, grad_norm: 5.1171 2020-08-06 07:53:27,243 - mmaction - INFO - Epoch [204][3400/3757] lr: 1.021e-02, eta: 1 day, 21:26:48, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7539, loss_cls: 2.0743, loss: 2.0743, grad_norm: 5.3918 2020-08-06 07:53:42,901 - mmaction - INFO - Epoch [204][3420/3757] lr: 1.021e-02, eta: 1 day, 21:26:30, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7547, loss_cls: 2.0456, loss: 2.0456, grad_norm: 5.1571 2020-08-06 07:53:58,654 - mmaction - INFO - Epoch [204][3440/3757] lr: 1.021e-02, eta: 1 day, 21:26:13, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7523, loss_cls: 2.0508, loss: 2.0508, grad_norm: 5.1647 2020-08-06 07:54:14,424 - mmaction - INFO - Epoch [204][3460/3757] lr: 1.021e-02, eta: 1 day, 21:25:55, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7555, loss_cls: 2.0267, loss: 2.0267, grad_norm: 5.1174 2020-08-06 07:54:30,256 - mmaction - INFO - Epoch [204][3480/3757] lr: 1.021e-02, eta: 1 day, 21:25:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7523, loss_cls: 2.0573, loss: 2.0573, grad_norm: 5.1122 2020-08-06 07:54:46,041 - mmaction - INFO - Epoch [204][3500/3757] lr: 1.021e-02, eta: 1 day, 21:25:21, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7562, loss_cls: 2.0546, loss: 2.0546, grad_norm: 4.9802 2020-08-06 07:55:01,846 - mmaction - INFO - Epoch [204][3520/3757] lr: 1.021e-02, eta: 1 day, 21:25:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7625, loss_cls: 2.0419, loss: 2.0419, grad_norm: 5.0847 2020-08-06 07:55:17,551 - mmaction - INFO - Epoch [204][3540/3757] lr: 1.021e-02, eta: 1 day, 21:24:46, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7891, loss_cls: 1.9321, loss: 1.9321, grad_norm: 5.0479 2020-08-06 07:55:33,356 - mmaction - INFO - Epoch [204][3560/3757] lr: 1.021e-02, eta: 1 day, 21:24:29, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7656, loss_cls: 1.9877, loss: 1.9877, grad_norm: 5.2455 2020-08-06 07:55:49,100 - mmaction - INFO - Epoch [204][3580/3757] lr: 1.021e-02, eta: 1 day, 21:24:11, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7516, loss_cls: 2.0472, loss: 2.0472, grad_norm: 5.3400 2020-08-06 07:56:04,838 - mmaction - INFO - Epoch [204][3600/3757] lr: 1.021e-02, eta: 1 day, 21:23:54, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7695, loss_cls: 2.0449, loss: 2.0449, grad_norm: 5.3433 2020-08-06 07:56:20,605 - mmaction - INFO - Epoch [204][3620/3757] lr: 1.021e-02, eta: 1 day, 21:23:36, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7508, loss_cls: 2.1087, loss: 2.1087, grad_norm: 5.4580 2020-08-06 07:56:36,341 - mmaction - INFO - Epoch [204][3640/3757] lr: 1.021e-02, eta: 1 day, 21:23:19, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7461, loss_cls: 2.1256, loss: 2.1256, grad_norm: 5.2020 2020-08-06 07:56:52,204 - mmaction - INFO - Epoch [204][3660/3757] lr: 1.021e-02, eta: 1 day, 21:23:02, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7586, loss_cls: 2.1140, loss: 2.1140, grad_norm: 5.3334 2020-08-06 07:57:07,974 - mmaction - INFO - Epoch [204][3680/3757] lr: 1.021e-02, eta: 1 day, 21:22:44, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7461, loss_cls: 2.0281, loss: 2.0281, grad_norm: 5.1583 2020-08-06 07:57:23,785 - mmaction - INFO - Epoch [204][3700/3757] lr: 1.021e-02, eta: 1 day, 21:22:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7562, loss_cls: 2.0729, loss: 2.0729, grad_norm: 5.2149 2020-08-06 07:57:39,573 - mmaction - INFO - Epoch [204][3720/3757] lr: 1.021e-02, eta: 1 day, 21:22:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7344, loss_cls: 2.1334, loss: 2.1334, grad_norm: 5.1972 2020-08-06 07:57:55,276 - mmaction - INFO - Epoch [204][3740/3757] lr: 1.021e-02, eta: 1 day, 21:21:52, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7648, loss_cls: 2.0031, loss: 2.0031, grad_norm: 4.9864 2020-08-06 07:58:17,839 - mmaction - INFO - Saving checkpoint at 204 epochs 2020-08-06 08:01:18,109 - mmaction - INFO - Epoch [205][20/3757] lr: 9.840e-03, eta: 1 day, 21:23:02, time: 8.885, data_time: 8.039, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7766, loss_cls: 1.9394, loss: 1.9394, grad_norm: 5.0481 2020-08-06 08:01:33,844 - mmaction - INFO - Epoch [205][40/3757] lr: 9.840e-03, eta: 1 day, 21:22:45, time: 0.832, data_time: 0.048, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7586, loss_cls: 1.9861, loss: 1.9861, grad_norm: 5.0546 2020-08-06 08:01:49,655 - mmaction - INFO - Epoch [205][60/3757] lr: 9.840e-03, eta: 1 day, 21:22:28, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7656, loss_cls: 2.0208, loss: 2.0208, grad_norm: 4.9740 2020-08-06 08:02:05,498 - mmaction - INFO - Epoch [205][80/3757] lr: 9.840e-03, eta: 1 day, 21:22:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7672, loss_cls: 1.9830, loss: 1.9830, grad_norm: 5.1806 2020-08-06 08:02:21,276 - mmaction - INFO - Epoch [205][100/3757] lr: 9.840e-03, eta: 1 day, 21:21:53, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7609, loss_cls: 2.0716, loss: 2.0716, grad_norm: 5.1952 2020-08-06 08:02:37,069 - mmaction - INFO - Epoch [205][120/3757] lr: 9.840e-03, eta: 1 day, 21:21:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.0501, loss: 2.0501, grad_norm: 5.1456 2020-08-06 08:02:52,948 - mmaction - INFO - Epoch [205][140/3757] lr: 9.840e-03, eta: 1 day, 21:21:18, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7664, loss_cls: 2.0137, loss: 2.0137, grad_norm: 5.1678 2020-08-06 08:03:08,758 - mmaction - INFO - Epoch [205][160/3757] lr: 9.840e-03, eta: 1 day, 21:21:01, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7617, loss_cls: 1.9576, loss: 1.9576, grad_norm: 5.0640 2020-08-06 08:03:24,589 - mmaction - INFO - Epoch [205][180/3757] lr: 9.840e-03, eta: 1 day, 21:20:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.0576, loss: 2.0576, grad_norm: 5.2422 2020-08-06 08:03:40,413 - mmaction - INFO - Epoch [205][200/3757] lr: 9.840e-03, eta: 1 day, 21:20:26, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7633, loss_cls: 1.9790, loss: 1.9790, grad_norm: 5.0617 2020-08-06 08:03:56,321 - mmaction - INFO - Epoch [205][220/3757] lr: 9.840e-03, eta: 1 day, 21:20:09, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7602, loss_cls: 1.9529, loss: 1.9529, grad_norm: 5.0401 2020-08-06 08:04:12,120 - mmaction - INFO - Epoch [205][240/3757] lr: 9.840e-03, eta: 1 day, 21:19:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7805, loss_cls: 1.9562, loss: 1.9562, grad_norm: 5.1806 2020-08-06 08:04:27,965 - mmaction - INFO - Epoch [205][260/3757] lr: 9.840e-03, eta: 1 day, 21:19:34, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7539, loss_cls: 2.0583, loss: 2.0583, grad_norm: 5.1533 2020-08-06 08:04:43,806 - mmaction - INFO - Epoch [205][280/3757] lr: 9.840e-03, eta: 1 day, 21:19:17, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7492, loss_cls: 2.0774, loss: 2.0774, grad_norm: 5.1490 2020-08-06 08:04:59,689 - mmaction - INFO - Epoch [205][300/3757] lr: 9.840e-03, eta: 1 day, 21:19:00, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7469, loss_cls: 2.0529, loss: 2.0529, grad_norm: 5.3854 2020-08-06 08:05:15,507 - mmaction - INFO - Epoch [205][320/3757] lr: 9.840e-03, eta: 1 day, 21:18:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7414, loss_cls: 2.1008, loss: 2.1008, grad_norm: 5.3399 2020-08-06 08:05:31,278 - mmaction - INFO - Epoch [205][340/3757] lr: 9.840e-03, eta: 1 day, 21:18:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7508, loss_cls: 2.1193, loss: 2.1193, grad_norm: 5.2611 2020-08-06 08:05:47,100 - mmaction - INFO - Epoch [205][360/3757] lr: 9.840e-03, eta: 1 day, 21:18:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7586, loss_cls: 1.9801, loss: 1.9801, grad_norm: 5.1156 2020-08-06 08:06:02,996 - mmaction - INFO - Epoch [205][380/3757] lr: 9.840e-03, eta: 1 day, 21:17:50, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7664, loss_cls: 2.0058, loss: 2.0058, grad_norm: 5.1217 2020-08-06 08:06:18,898 - mmaction - INFO - Epoch [205][400/3757] lr: 9.840e-03, eta: 1 day, 21:17:33, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7453, loss_cls: 2.0938, loss: 2.0938, grad_norm: 5.1111 2020-08-06 08:06:34,686 - mmaction - INFO - Epoch [205][420/3757] lr: 9.840e-03, eta: 1 day, 21:17:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7523, loss_cls: 2.0762, loss: 2.0762, grad_norm: 5.1201 2020-08-06 08:06:50,523 - mmaction - INFO - Epoch [205][440/3757] lr: 9.840e-03, eta: 1 day, 21:16:58, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7531, loss_cls: 2.0727, loss: 2.0727, grad_norm: 5.1926 2020-08-06 08:07:06,267 - mmaction - INFO - Epoch [205][460/3757] lr: 9.840e-03, eta: 1 day, 21:16:41, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7656, loss_cls: 2.0218, loss: 2.0218, grad_norm: 5.2210 2020-08-06 08:07:22,138 - mmaction - INFO - Epoch [205][480/3757] lr: 9.840e-03, eta: 1 day, 21:16:24, time: 0.794, data_time: 0.007, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7727, loss_cls: 1.9871, loss: 1.9871, grad_norm: 5.1824 2020-08-06 08:07:37,931 - mmaction - INFO - Epoch [205][500/3757] lr: 9.840e-03, eta: 1 day, 21:16:06, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7461, loss_cls: 2.1138, loss: 2.1138, grad_norm: 5.2613 2020-08-06 08:07:53,680 - mmaction - INFO - Epoch [205][520/3757] lr: 9.840e-03, eta: 1 day, 21:15:49, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7625, loss_cls: 1.9911, loss: 1.9911, grad_norm: 5.2082 2020-08-06 08:08:09,432 - mmaction - INFO - Epoch [205][540/3757] lr: 9.840e-03, eta: 1 day, 21:15:31, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7633, loss_cls: 2.0653, loss: 2.0653, grad_norm: 5.2994 2020-08-06 08:08:25,241 - mmaction - INFO - Epoch [205][560/3757] lr: 9.840e-03, eta: 1 day, 21:15:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7586, loss_cls: 1.9832, loss: 1.9832, grad_norm: 5.1227 2020-08-06 08:08:41,041 - mmaction - INFO - Epoch [205][580/3757] lr: 9.840e-03, eta: 1 day, 21:14:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7461, loss_cls: 2.0748, loss: 2.0748, grad_norm: 5.1749 2020-08-06 08:08:56,824 - mmaction - INFO - Epoch [205][600/3757] lr: 9.840e-03, eta: 1 day, 21:14:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7492, loss_cls: 1.9772, loss: 1.9772, grad_norm: 4.8847 2020-08-06 08:09:12,578 - mmaction - INFO - Epoch [205][620/3757] lr: 9.840e-03, eta: 1 day, 21:14:22, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7734, loss_cls: 1.9947, loss: 1.9947, grad_norm: 5.2308 2020-08-06 08:09:28,450 - mmaction - INFO - Epoch [205][640/3757] lr: 9.840e-03, eta: 1 day, 21:14:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7719, loss_cls: 1.9299, loss: 1.9299, grad_norm: 5.2065 2020-08-06 08:09:44,190 - mmaction - INFO - Epoch [205][660/3757] lr: 9.840e-03, eta: 1 day, 21:13:47, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7422, loss_cls: 2.1191, loss: 2.1191, grad_norm: 5.3205 2020-08-06 08:09:59,967 - mmaction - INFO - Epoch [205][680/3757] lr: 9.840e-03, eta: 1 day, 21:13:30, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7492, loss_cls: 2.0745, loss: 2.0745, grad_norm: 5.3063 2020-08-06 08:10:15,731 - mmaction - INFO - Epoch [205][700/3757] lr: 9.840e-03, eta: 1 day, 21:13:12, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7555, loss_cls: 2.0170, loss: 2.0170, grad_norm: 5.3269 2020-08-06 08:10:31,544 - mmaction - INFO - Epoch [205][720/3757] lr: 9.840e-03, eta: 1 day, 21:12:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7531, loss_cls: 2.0499, loss: 2.0499, grad_norm: 5.0104 2020-08-06 08:10:47,350 - mmaction - INFO - Epoch [205][740/3757] lr: 9.840e-03, eta: 1 day, 21:12:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7617, loss_cls: 2.0688, loss: 2.0688, grad_norm: 5.3728 2020-08-06 08:11:03,319 - mmaction - INFO - Epoch [205][760/3757] lr: 9.840e-03, eta: 1 day, 21:12:21, time: 0.799, data_time: 0.013, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7570, loss_cls: 2.0425, loss: 2.0425, grad_norm: 5.2795 2020-08-06 08:11:19,116 - mmaction - INFO - Epoch [205][780/3757] lr: 9.840e-03, eta: 1 day, 21:12:03, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7828, loss_cls: 1.9786, loss: 1.9786, grad_norm: 5.0833 2020-08-06 08:11:34,940 - mmaction - INFO - Epoch [205][800/3757] lr: 9.840e-03, eta: 1 day, 21:11:46, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7656, loss_cls: 1.9988, loss: 1.9988, grad_norm: 5.0872 2020-08-06 08:11:50,761 - mmaction - INFO - Epoch [205][820/3757] lr: 9.840e-03, eta: 1 day, 21:11:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7570, loss_cls: 2.0818, loss: 2.0818, grad_norm: 5.2893 2020-08-06 08:12:06,532 - mmaction - INFO - Epoch [205][840/3757] lr: 9.840e-03, eta: 1 day, 21:11:11, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7625, loss_cls: 2.0284, loss: 2.0284, grad_norm: 5.3124 2020-08-06 08:12:22,329 - mmaction - INFO - Epoch [205][860/3757] lr: 9.840e-03, eta: 1 day, 21:10:54, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7414, loss_cls: 2.1253, loss: 2.1253, grad_norm: 5.3830 2020-08-06 08:12:38,250 - mmaction - INFO - Epoch [205][880/3757] lr: 9.840e-03, eta: 1 day, 21:10:36, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7633, loss_cls: 1.9857, loss: 1.9857, grad_norm: 5.0704 2020-08-06 08:12:54,203 - mmaction - INFO - Epoch [205][900/3757] lr: 9.840e-03, eta: 1 day, 21:10:19, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.4961, top5_acc: 0.7367, loss_cls: 2.1497, loss: 2.1497, grad_norm: 5.2415 2020-08-06 08:13:09,916 - mmaction - INFO - Epoch [205][920/3757] lr: 9.840e-03, eta: 1 day, 21:10:02, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7492, loss_cls: 2.0920, loss: 2.0920, grad_norm: 5.1882 2020-08-06 08:13:25,700 - mmaction - INFO - Epoch [205][940/3757] lr: 9.840e-03, eta: 1 day, 21:09:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7562, loss_cls: 2.1056, loss: 2.1056, grad_norm: 5.2691 2020-08-06 08:13:41,487 - mmaction - INFO - Epoch [205][960/3757] lr: 9.840e-03, eta: 1 day, 21:09:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7797, loss_cls: 1.9464, loss: 1.9464, grad_norm: 5.1140 2020-08-06 08:13:57,304 - mmaction - INFO - Epoch [205][980/3757] lr: 9.840e-03, eta: 1 day, 21:09:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7539, loss_cls: 2.0260, loss: 2.0260, grad_norm: 5.1947 2020-08-06 08:14:13,078 - mmaction - INFO - Epoch [205][1000/3757] lr: 9.840e-03, eta: 1 day, 21:08:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.0919, loss: 2.0919, grad_norm: 5.3392 2020-08-06 08:14:28,891 - mmaction - INFO - Epoch [205][1020/3757] lr: 9.840e-03, eta: 1 day, 21:08:35, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7344, loss_cls: 2.1337, loss: 2.1337, grad_norm: 5.1822 2020-08-06 08:14:44,687 - mmaction - INFO - Epoch [205][1040/3757] lr: 9.840e-03, eta: 1 day, 21:08:18, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7672, loss_cls: 1.9706, loss: 1.9706, grad_norm: 5.1583 2020-08-06 08:15:00,515 - mmaction - INFO - Epoch [205][1060/3757] lr: 9.840e-03, eta: 1 day, 21:08:00, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7742, loss_cls: 1.9688, loss: 1.9688, grad_norm: 5.1949 2020-08-06 08:15:16,323 - mmaction - INFO - Epoch [205][1080/3757] lr: 9.840e-03, eta: 1 day, 21:07:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7398, loss_cls: 2.1094, loss: 2.1094, grad_norm: 5.3278 2020-08-06 08:15:32,124 - mmaction - INFO - Epoch [205][1100/3757] lr: 9.840e-03, eta: 1 day, 21:07:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7617, loss_cls: 1.9987, loss: 1.9987, grad_norm: 5.1802 2020-08-06 08:15:47,929 - mmaction - INFO - Epoch [205][1120/3757] lr: 9.840e-03, eta: 1 day, 21:07:08, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7562, loss_cls: 2.0366, loss: 2.0366, grad_norm: 5.1789 2020-08-06 08:16:03,723 - mmaction - INFO - Epoch [205][1140/3757] lr: 9.840e-03, eta: 1 day, 21:06:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7805, loss_cls: 1.9526, loss: 1.9526, grad_norm: 5.2913 2020-08-06 08:16:19,535 - mmaction - INFO - Epoch [205][1160/3757] lr: 9.840e-03, eta: 1 day, 21:06:34, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7688, loss_cls: 1.9246, loss: 1.9246, grad_norm: 4.9287 2020-08-06 08:16:35,336 - mmaction - INFO - Epoch [205][1180/3757] lr: 9.840e-03, eta: 1 day, 21:06:16, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7703, loss_cls: 2.0146, loss: 2.0146, grad_norm: 5.1441 2020-08-06 08:16:51,131 - mmaction - INFO - Epoch [205][1200/3757] lr: 9.840e-03, eta: 1 day, 21:05:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7500, loss_cls: 2.0676, loss: 2.0676, grad_norm: 5.2753 2020-08-06 08:17:06,963 - mmaction - INFO - Epoch [205][1220/3757] lr: 9.840e-03, eta: 1 day, 21:05:42, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7578, loss_cls: 2.0344, loss: 2.0344, grad_norm: 5.2249 2020-08-06 08:17:22,772 - mmaction - INFO - Epoch [205][1240/3757] lr: 9.840e-03, eta: 1 day, 21:05:24, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7414, loss_cls: 2.1012, loss: 2.1012, grad_norm: 5.3143 2020-08-06 08:17:38,557 - mmaction - INFO - Epoch [205][1260/3757] lr: 9.840e-03, eta: 1 day, 21:05:07, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7578, loss_cls: 2.0563, loss: 2.0563, grad_norm: 5.1523 2020-08-06 08:17:54,343 - mmaction - INFO - Epoch [205][1280/3757] lr: 9.840e-03, eta: 1 day, 21:04:50, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7539, loss_cls: 1.9979, loss: 1.9979, grad_norm: 5.0958 2020-08-06 08:18:10,117 - mmaction - INFO - Epoch [205][1300/3757] lr: 9.840e-03, eta: 1 day, 21:04:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7828, loss_cls: 1.9422, loss: 1.9422, grad_norm: 5.0761 2020-08-06 08:18:25,899 - mmaction - INFO - Epoch [205][1320/3757] lr: 9.840e-03, eta: 1 day, 21:04:15, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7742, loss_cls: 1.9821, loss: 1.9821, grad_norm: 5.2985 2020-08-06 08:18:41,715 - mmaction - INFO - Epoch [205][1340/3757] lr: 9.840e-03, eta: 1 day, 21:03:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7500, loss_cls: 2.0151, loss: 2.0151, grad_norm: 5.2576 2020-08-06 08:18:57,489 - mmaction - INFO - Epoch [205][1360/3757] lr: 9.840e-03, eta: 1 day, 21:03:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7609, loss_cls: 2.0602, loss: 2.0602, grad_norm: 5.2754 2020-08-06 08:19:13,344 - mmaction - INFO - Epoch [205][1380/3757] lr: 9.840e-03, eta: 1 day, 21:03:23, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7656, loss_cls: 1.9717, loss: 1.9717, grad_norm: 5.0474 2020-08-06 08:19:29,209 - mmaction - INFO - Epoch [205][1400/3757] lr: 9.840e-03, eta: 1 day, 21:03:05, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7562, loss_cls: 2.0864, loss: 2.0864, grad_norm: 5.2007 2020-08-06 08:19:44,948 - mmaction - INFO - Epoch [205][1420/3757] lr: 9.840e-03, eta: 1 day, 21:02:48, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7453, loss_cls: 2.1495, loss: 2.1495, grad_norm: 5.3004 2020-08-06 08:20:00,684 - mmaction - INFO - Epoch [205][1440/3757] lr: 9.840e-03, eta: 1 day, 21:02:31, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7594, loss_cls: 2.0746, loss: 2.0746, grad_norm: 5.4223 2020-08-06 08:20:16,514 - mmaction - INFO - Epoch [205][1460/3757] lr: 9.840e-03, eta: 1 day, 21:02:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7898, loss_cls: 1.8775, loss: 1.8775, grad_norm: 5.0041 2020-08-06 08:20:32,336 - mmaction - INFO - Epoch [205][1480/3757] lr: 9.840e-03, eta: 1 day, 21:01:56, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.1328, loss: 2.1328, grad_norm: 5.2931 2020-08-06 08:20:48,105 - mmaction - INFO - Epoch [205][1500/3757] lr: 9.840e-03, eta: 1 day, 21:01:39, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7750, loss_cls: 1.9612, loss: 1.9612, grad_norm: 5.2593 2020-08-06 08:21:03,991 - mmaction - INFO - Epoch [205][1520/3757] lr: 9.840e-03, eta: 1 day, 21:01:21, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7594, loss_cls: 2.0230, loss: 2.0230, grad_norm: 5.2874 2020-08-06 08:21:19,806 - mmaction - INFO - Epoch [205][1540/3757] lr: 9.840e-03, eta: 1 day, 21:01:04, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7508, loss_cls: 2.0383, loss: 2.0383, grad_norm: 5.0941 2020-08-06 08:21:35,593 - mmaction - INFO - Epoch [205][1560/3757] lr: 9.840e-03, eta: 1 day, 21:00:47, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7516, loss_cls: 2.0303, loss: 2.0303, grad_norm: 5.1846 2020-08-06 08:21:51,352 - mmaction - INFO - Epoch [205][1580/3757] lr: 9.840e-03, eta: 1 day, 21:00:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7492, loss_cls: 2.1011, loss: 2.1011, grad_norm: 5.2104 2020-08-06 08:22:07,224 - mmaction - INFO - Epoch [205][1600/3757] lr: 9.840e-03, eta: 1 day, 21:00:12, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7609, loss_cls: 2.0658, loss: 2.0658, grad_norm: 5.0846 2020-08-06 08:22:23,031 - mmaction - INFO - Epoch [205][1620/3757] lr: 9.840e-03, eta: 1 day, 20:59:55, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7570, loss_cls: 2.0021, loss: 2.0021, grad_norm: 5.1122 2020-08-06 08:22:38,738 - mmaction - INFO - Epoch [205][1640/3757] lr: 9.840e-03, eta: 1 day, 20:59:37, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7570, loss_cls: 2.0349, loss: 2.0349, grad_norm: 5.2672 2020-08-06 08:22:54,558 - mmaction - INFO - Epoch [205][1660/3757] lr: 9.840e-03, eta: 1 day, 20:59:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7641, loss_cls: 1.9870, loss: 1.9870, grad_norm: 5.0781 2020-08-06 08:23:10,283 - mmaction - INFO - Epoch [205][1680/3757] lr: 9.840e-03, eta: 1 day, 20:59:03, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7633, loss_cls: 2.0469, loss: 2.0469, grad_norm: 5.1530 2020-08-06 08:23:26,048 - mmaction - INFO - Epoch [205][1700/3757] lr: 9.840e-03, eta: 1 day, 20:58:45, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7641, loss_cls: 2.0702, loss: 2.0702, grad_norm: 5.2990 2020-08-06 08:23:41,872 - mmaction - INFO - Epoch [205][1720/3757] lr: 9.840e-03, eta: 1 day, 20:58:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7266, loss_cls: 2.1338, loss: 2.1338, grad_norm: 5.3151 2020-08-06 08:23:57,687 - mmaction - INFO - Epoch [205][1740/3757] lr: 9.840e-03, eta: 1 day, 20:58:11, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7469, loss_cls: 2.0272, loss: 2.0272, grad_norm: 5.0943 2020-08-06 08:24:13,469 - mmaction - INFO - Epoch [205][1760/3757] lr: 9.840e-03, eta: 1 day, 20:57:53, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7695, loss_cls: 1.9406, loss: 1.9406, grad_norm: 5.0714 2020-08-06 08:24:29,219 - mmaction - INFO - Epoch [205][1780/3757] lr: 9.840e-03, eta: 1 day, 20:57:36, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7609, loss_cls: 1.9711, loss: 1.9711, grad_norm: 5.1062 2020-08-06 08:24:45,062 - mmaction - INFO - Epoch [205][1800/3757] lr: 9.840e-03, eta: 1 day, 20:57:18, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7727, loss_cls: 1.9649, loss: 1.9649, grad_norm: 5.2315 2020-08-06 08:25:00,860 - mmaction - INFO - Epoch [205][1820/3757] lr: 9.840e-03, eta: 1 day, 20:57:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7523, loss_cls: 2.0593, loss: 2.0593, grad_norm: 5.2723 2020-08-06 08:25:16,661 - mmaction - INFO - Epoch [205][1840/3757] lr: 9.840e-03, eta: 1 day, 20:56:44, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7648, loss_cls: 2.0372, loss: 2.0372, grad_norm: 5.2616 2020-08-06 08:25:32,515 - mmaction - INFO - Epoch [205][1860/3757] lr: 9.840e-03, eta: 1 day, 20:56:26, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7695, loss_cls: 1.9611, loss: 1.9611, grad_norm: 5.0805 2020-08-06 08:25:48,206 - mmaction - INFO - Epoch [205][1880/3757] lr: 9.840e-03, eta: 1 day, 20:56:09, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7453, loss_cls: 2.1164, loss: 2.1164, grad_norm: 5.3520 2020-08-06 08:26:04,014 - mmaction - INFO - Epoch [205][1900/3757] lr: 9.840e-03, eta: 1 day, 20:55:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7547, loss_cls: 2.0645, loss: 2.0645, grad_norm: 5.2893 2020-08-06 08:26:19,804 - mmaction - INFO - Epoch [205][1920/3757] lr: 9.840e-03, eta: 1 day, 20:55:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7711, loss_cls: 1.9482, loss: 1.9482, grad_norm: 5.0312 2020-08-06 08:26:35,631 - mmaction - INFO - Epoch [205][1940/3757] lr: 9.840e-03, eta: 1 day, 20:55:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7570, loss_cls: 2.0412, loss: 2.0412, grad_norm: 5.2719 2020-08-06 08:26:51,494 - mmaction - INFO - Epoch [205][1960/3757] lr: 9.840e-03, eta: 1 day, 20:55:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7703, loss_cls: 1.9940, loss: 1.9940, grad_norm: 5.0968 2020-08-06 08:27:07,270 - mmaction - INFO - Epoch [205][1980/3757] lr: 9.840e-03, eta: 1 day, 20:54:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7578, loss_cls: 2.0781, loss: 2.0781, grad_norm: 5.2940 2020-08-06 08:27:23,053 - mmaction - INFO - Epoch [205][2000/3757] lr: 9.840e-03, eta: 1 day, 20:54:25, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7672, loss_cls: 1.9568, loss: 1.9568, grad_norm: 5.0454 2020-08-06 08:27:38,897 - mmaction - INFO - Epoch [205][2020/3757] lr: 9.840e-03, eta: 1 day, 20:54:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7539, loss_cls: 2.0891, loss: 2.0891, grad_norm: 5.2028 2020-08-06 08:27:54,693 - mmaction - INFO - Epoch [205][2040/3757] lr: 9.840e-03, eta: 1 day, 20:53:50, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7617, loss_cls: 2.0155, loss: 2.0155, grad_norm: 5.1279 2020-08-06 08:28:10,509 - mmaction - INFO - Epoch [205][2060/3757] lr: 9.840e-03, eta: 1 day, 20:53:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7672, loss_cls: 1.9328, loss: 1.9328, grad_norm: 5.1361 2020-08-06 08:28:26,316 - mmaction - INFO - Epoch [205][2080/3757] lr: 9.840e-03, eta: 1 day, 20:53:16, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7672, loss_cls: 1.9512, loss: 1.9512, grad_norm: 5.0820 2020-08-06 08:28:42,181 - mmaction - INFO - Epoch [205][2100/3757] lr: 9.840e-03, eta: 1 day, 20:52:58, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5094, top5_acc: 0.7367, loss_cls: 2.1382, loss: 2.1382, grad_norm: 5.4238 2020-08-06 08:28:57,933 - mmaction - INFO - Epoch [205][2120/3757] lr: 9.840e-03, eta: 1 day, 20:52:41, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7836, loss_cls: 1.9855, loss: 1.9855, grad_norm: 5.1564 2020-08-06 08:29:13,762 - mmaction - INFO - Epoch [205][2140/3757] lr: 9.840e-03, eta: 1 day, 20:52:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7672, loss_cls: 2.0189, loss: 2.0189, grad_norm: 5.2373 2020-08-06 08:29:29,575 - mmaction - INFO - Epoch [205][2160/3757] lr: 9.840e-03, eta: 1 day, 20:52:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7203, loss_cls: 2.2160, loss: 2.2160, grad_norm: 5.2407 2020-08-06 08:29:45,355 - mmaction - INFO - Epoch [205][2180/3757] lr: 9.840e-03, eta: 1 day, 20:51:49, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7570, loss_cls: 2.0627, loss: 2.0627, grad_norm: 5.3313 2020-08-06 08:30:01,241 - mmaction - INFO - Epoch [205][2200/3757] lr: 9.840e-03, eta: 1 day, 20:51:32, time: 0.794, data_time: 0.007, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7516, loss_cls: 2.0992, loss: 2.0992, grad_norm: 5.1431 2020-08-06 08:30:16,956 - mmaction - INFO - Epoch [205][2220/3757] lr: 9.840e-03, eta: 1 day, 20:51:14, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7438, loss_cls: 2.0894, loss: 2.0894, grad_norm: 5.3151 2020-08-06 08:30:32,768 - mmaction - INFO - Epoch [205][2240/3757] lr: 9.840e-03, eta: 1 day, 20:50:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7641, loss_cls: 2.0305, loss: 2.0305, grad_norm: 5.0749 2020-08-06 08:30:48,618 - mmaction - INFO - Epoch [205][2260/3757] lr: 9.840e-03, eta: 1 day, 20:50:40, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7570, loss_cls: 1.9927, loss: 1.9927, grad_norm: 5.0091 2020-08-06 08:31:04,258 - mmaction - INFO - Epoch [205][2280/3757] lr: 9.840e-03, eta: 1 day, 20:50:22, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7625, loss_cls: 1.9732, loss: 1.9732, grad_norm: 5.1095 2020-08-06 08:31:20,068 - mmaction - INFO - Epoch [205][2300/3757] lr: 9.840e-03, eta: 1 day, 20:50:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7383, loss_cls: 2.1186, loss: 2.1186, grad_norm: 5.2589 2020-08-06 08:31:35,898 - mmaction - INFO - Epoch [205][2320/3757] lr: 9.840e-03, eta: 1 day, 20:49:48, time: 0.791, data_time: 0.007, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7406, loss_cls: 2.0995, loss: 2.0995, grad_norm: 5.2320 2020-08-06 08:31:51,764 - mmaction - INFO - Epoch [205][2340/3757] lr: 9.840e-03, eta: 1 day, 20:49:30, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7766, loss_cls: 1.9627, loss: 1.9627, grad_norm: 5.2121 2020-08-06 08:32:07,630 - mmaction - INFO - Epoch [205][2360/3757] lr: 9.840e-03, eta: 1 day, 20:49:13, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7578, loss_cls: 2.0779, loss: 2.0779, grad_norm: 5.2871 2020-08-06 08:32:23,454 - mmaction - INFO - Epoch [205][2380/3757] lr: 9.840e-03, eta: 1 day, 20:48:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7453, loss_cls: 2.1512, loss: 2.1512, grad_norm: 5.3774 2020-08-06 08:32:39,256 - mmaction - INFO - Epoch [205][2400/3757] lr: 9.840e-03, eta: 1 day, 20:48:38, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7742, loss_cls: 1.9753, loss: 1.9753, grad_norm: 5.1127 2020-08-06 08:32:55,178 - mmaction - INFO - Epoch [205][2420/3757] lr: 9.840e-03, eta: 1 day, 20:48:21, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7609, loss_cls: 2.0783, loss: 2.0783, grad_norm: 5.2181 2020-08-06 08:33:10,935 - mmaction - INFO - Epoch [205][2440/3757] lr: 9.840e-03, eta: 1 day, 20:48:04, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7711, loss_cls: 1.9876, loss: 1.9876, grad_norm: 5.3358 2020-08-06 08:33:26,712 - mmaction - INFO - Epoch [205][2460/3757] lr: 9.840e-03, eta: 1 day, 20:47:46, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7797, loss_cls: 1.9632, loss: 1.9632, grad_norm: 5.2405 2020-08-06 08:33:42,610 - mmaction - INFO - Epoch [205][2480/3757] lr: 9.840e-03, eta: 1 day, 20:47:29, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7461, loss_cls: 2.0946, loss: 2.0946, grad_norm: 5.2177 2020-08-06 08:33:58,423 - mmaction - INFO - Epoch [205][2500/3757] lr: 9.840e-03, eta: 1 day, 20:47:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7625, loss_cls: 1.9999, loss: 1.9999, grad_norm: 5.1396 2020-08-06 08:34:14,211 - mmaction - INFO - Epoch [205][2520/3757] lr: 9.840e-03, eta: 1 day, 20:46:54, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7727, loss_cls: 2.0045, loss: 2.0045, grad_norm: 5.2466 2020-08-06 08:34:30,063 - mmaction - INFO - Epoch [205][2540/3757] lr: 9.840e-03, eta: 1 day, 20:46:37, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7320, loss_cls: 2.1436, loss: 2.1436, grad_norm: 5.2262 2020-08-06 08:34:45,826 - mmaction - INFO - Epoch [205][2560/3757] lr: 9.840e-03, eta: 1 day, 20:46:20, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7602, loss_cls: 2.0116, loss: 2.0116, grad_norm: 5.2387 2020-08-06 08:35:01,582 - mmaction - INFO - Epoch [205][2580/3757] lr: 9.840e-03, eta: 1 day, 20:46:02, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7539, loss_cls: 2.0081, loss: 2.0081, grad_norm: 5.2946 2020-08-06 08:35:17,421 - mmaction - INFO - Epoch [205][2600/3757] lr: 9.840e-03, eta: 1 day, 20:45:45, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7453, loss_cls: 2.1265, loss: 2.1265, grad_norm: 5.2637 2020-08-06 08:35:33,188 - mmaction - INFO - Epoch [205][2620/3757] lr: 9.840e-03, eta: 1 day, 20:45:28, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7469, loss_cls: 2.0771, loss: 2.0771, grad_norm: 5.0937 2020-08-06 08:35:49,050 - mmaction - INFO - Epoch [205][2640/3757] lr: 9.840e-03, eta: 1 day, 20:45:11, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7562, loss_cls: 1.9953, loss: 1.9953, grad_norm: 5.0108 2020-08-06 08:36:04,815 - mmaction - INFO - Epoch [205][2660/3757] lr: 9.840e-03, eta: 1 day, 20:44:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7523, loss_cls: 2.0389, loss: 2.0389, grad_norm: 5.1588 2020-08-06 08:36:20,559 - mmaction - INFO - Epoch [205][2680/3757] lr: 9.840e-03, eta: 1 day, 20:44:36, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7461, loss_cls: 2.0720, loss: 2.0720, grad_norm: 5.2035 2020-08-06 08:36:36,289 - mmaction - INFO - Epoch [205][2700/3757] lr: 9.840e-03, eta: 1 day, 20:44:18, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7859, loss_cls: 1.9306, loss: 1.9306, grad_norm: 4.9952 2020-08-06 08:36:52,091 - mmaction - INFO - Epoch [205][2720/3757] lr: 9.840e-03, eta: 1 day, 20:44:01, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7586, loss_cls: 2.0556, loss: 2.0556, grad_norm: 5.2560 2020-08-06 08:37:07,883 - mmaction - INFO - Epoch [205][2740/3757] lr: 9.840e-03, eta: 1 day, 20:43:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7633, loss_cls: 1.9938, loss: 1.9938, grad_norm: 5.0778 2020-08-06 08:37:23,675 - mmaction - INFO - Epoch [205][2760/3757] lr: 9.840e-03, eta: 1 day, 20:43:26, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7617, loss_cls: 2.0516, loss: 2.0516, grad_norm: 5.0861 2020-08-06 08:37:39,467 - mmaction - INFO - Epoch [205][2780/3757] lr: 9.840e-03, eta: 1 day, 20:43:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7523, loss_cls: 2.0507, loss: 2.0507, grad_norm: 5.1157 2020-08-06 08:37:55,296 - mmaction - INFO - Epoch [205][2800/3757] lr: 9.840e-03, eta: 1 day, 20:42:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7602, loss_cls: 2.0769, loss: 2.0769, grad_norm: 5.2749 2020-08-06 08:38:11,118 - mmaction - INFO - Epoch [205][2820/3757] lr: 9.840e-03, eta: 1 day, 20:42:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7742, loss_cls: 1.9947, loss: 1.9947, grad_norm: 5.1130 2020-08-06 08:38:26,953 - mmaction - INFO - Epoch [205][2840/3757] lr: 9.840e-03, eta: 1 day, 20:42:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7633, loss_cls: 1.9690, loss: 1.9690, grad_norm: 5.2176 2020-08-06 08:38:42,754 - mmaction - INFO - Epoch [205][2860/3757] lr: 9.840e-03, eta: 1 day, 20:42:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7742, loss_cls: 1.9831, loss: 1.9831, grad_norm: 5.2473 2020-08-06 08:38:58,546 - mmaction - INFO - Epoch [205][2880/3757] lr: 9.840e-03, eta: 1 day, 20:41:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7727, loss_cls: 1.9679, loss: 1.9679, grad_norm: 5.1949 2020-08-06 08:39:14,348 - mmaction - INFO - Epoch [205][2900/3757] lr: 9.840e-03, eta: 1 day, 20:41:25, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7625, loss_cls: 1.9977, loss: 1.9977, grad_norm: 5.1472 2020-08-06 08:39:30,058 - mmaction - INFO - Epoch [205][2920/3757] lr: 9.840e-03, eta: 1 day, 20:41:08, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7453, loss_cls: 2.1375, loss: 2.1375, grad_norm: 5.2430 2020-08-06 08:39:45,871 - mmaction - INFO - Epoch [205][2940/3757] lr: 9.840e-03, eta: 1 day, 20:40:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7625, loss_cls: 2.0319, loss: 2.0319, grad_norm: 5.0652 2020-08-06 08:40:01,652 - mmaction - INFO - Epoch [205][2960/3757] lr: 9.840e-03, eta: 1 day, 20:40:33, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7828, loss_cls: 2.0077, loss: 2.0077, grad_norm: 5.2132 2020-08-06 08:40:17,395 - mmaction - INFO - Epoch [205][2980/3757] lr: 9.840e-03, eta: 1 day, 20:40:16, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7461, loss_cls: 2.0321, loss: 2.0321, grad_norm: 5.1847 2020-08-06 08:40:33,209 - mmaction - INFO - Epoch [205][3000/3757] lr: 9.840e-03, eta: 1 day, 20:39:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7672, loss_cls: 2.0325, loss: 2.0325, grad_norm: 5.1926 2020-08-06 08:40:49,142 - mmaction - INFO - Epoch [205][3020/3757] lr: 9.840e-03, eta: 1 day, 20:39:41, time: 0.797, data_time: 0.009, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7477, loss_cls: 2.0716, loss: 2.0716, grad_norm: 5.1516 2020-08-06 08:41:04,986 - mmaction - INFO - Epoch [205][3040/3757] lr: 9.840e-03, eta: 1 day, 20:39:24, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7859, loss_cls: 1.9126, loss: 1.9126, grad_norm: 5.0512 2020-08-06 08:41:20,794 - mmaction - INFO - Epoch [205][3060/3757] lr: 9.840e-03, eta: 1 day, 20:39:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7688, loss_cls: 1.9324, loss: 1.9324, grad_norm: 5.1696 2020-08-06 08:41:36,576 - mmaction - INFO - Epoch [205][3080/3757] lr: 9.840e-03, eta: 1 day, 20:38:49, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7781, loss_cls: 1.9846, loss: 1.9846, grad_norm: 5.1197 2020-08-06 08:41:52,330 - mmaction - INFO - Epoch [205][3100/3757] lr: 9.840e-03, eta: 1 day, 20:38:32, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7578, loss_cls: 2.0882, loss: 2.0882, grad_norm: 5.3901 2020-08-06 08:42:08,105 - mmaction - INFO - Epoch [205][3120/3757] lr: 9.840e-03, eta: 1 day, 20:38:14, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7578, loss_cls: 2.0698, loss: 2.0698, grad_norm: 5.3268 2020-08-06 08:42:23,897 - mmaction - INFO - Epoch [205][3140/3757] lr: 9.840e-03, eta: 1 day, 20:37:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7453, loss_cls: 2.1337, loss: 2.1337, grad_norm: 5.3446 2020-08-06 08:42:39,694 - mmaction - INFO - Epoch [205][3160/3757] lr: 9.840e-03, eta: 1 day, 20:37:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7609, loss_cls: 2.0016, loss: 2.0016, grad_norm: 5.1548 2020-08-06 08:42:55,441 - mmaction - INFO - Epoch [205][3180/3757] lr: 9.840e-03, eta: 1 day, 20:37:22, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.4906, top5_acc: 0.7242, loss_cls: 2.2074, loss: 2.2074, grad_norm: 5.3464 2020-08-06 08:43:11,220 - mmaction - INFO - Epoch [205][3200/3757] lr: 9.840e-03, eta: 1 day, 20:37:05, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7672, loss_cls: 1.9805, loss: 1.9805, grad_norm: 4.9806 2020-08-06 08:43:26,991 - mmaction - INFO - Epoch [205][3220/3757] lr: 9.840e-03, eta: 1 day, 20:36:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7695, loss_cls: 1.9806, loss: 1.9806, grad_norm: 5.1026 2020-08-06 08:43:42,773 - mmaction - INFO - Epoch [205][3240/3757] lr: 9.840e-03, eta: 1 day, 20:36:30, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7797, loss_cls: 1.9723, loss: 1.9723, grad_norm: 5.0797 2020-08-06 08:43:58,592 - mmaction - INFO - Epoch [205][3260/3757] lr: 9.840e-03, eta: 1 day, 20:36:13, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7633, loss_cls: 2.0073, loss: 2.0073, grad_norm: 5.3586 2020-08-06 08:44:14,417 - mmaction - INFO - Epoch [205][3280/3757] lr: 9.840e-03, eta: 1 day, 20:35:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.0572, loss: 2.0572, grad_norm: 5.3731 2020-08-06 08:44:30,164 - mmaction - INFO - Epoch [205][3300/3757] lr: 9.840e-03, eta: 1 day, 20:35:38, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7578, loss_cls: 2.0307, loss: 2.0307, grad_norm: 5.1719 2020-08-06 08:44:45,932 - mmaction - INFO - Epoch [205][3320/3757] lr: 9.840e-03, eta: 1 day, 20:35:21, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7648, loss_cls: 1.9934, loss: 1.9934, grad_norm: 5.0791 2020-08-06 08:45:01,763 - mmaction - INFO - Epoch [205][3340/3757] lr: 9.840e-03, eta: 1 day, 20:35:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7625, loss_cls: 2.0198, loss: 2.0198, grad_norm: 5.2208 2020-08-06 08:45:17,452 - mmaction - INFO - Epoch [205][3360/3757] lr: 9.840e-03, eta: 1 day, 20:34:46, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7758, loss_cls: 1.9732, loss: 1.9732, grad_norm: 5.2755 2020-08-06 08:45:33,265 - mmaction - INFO - Epoch [205][3380/3757] lr: 9.840e-03, eta: 1 day, 20:34:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7539, loss_cls: 2.0624, loss: 2.0624, grad_norm: 5.3758 2020-08-06 08:45:49,062 - mmaction - INFO - Epoch [205][3400/3757] lr: 9.840e-03, eta: 1 day, 20:34:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7359, loss_cls: 2.0934, loss: 2.0934, grad_norm: 5.2204 2020-08-06 08:46:04,868 - mmaction - INFO - Epoch [205][3420/3757] lr: 9.840e-03, eta: 1 day, 20:33:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7445, loss_cls: 2.0828, loss: 2.0828, grad_norm: 5.3232 2020-08-06 08:46:20,672 - mmaction - INFO - Epoch [205][3440/3757] lr: 9.840e-03, eta: 1 day, 20:33:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0117, loss: 2.0117, grad_norm: 5.3709 2020-08-06 08:46:36,470 - mmaction - INFO - Epoch [205][3460/3757] lr: 9.840e-03, eta: 1 day, 20:33:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7289, loss_cls: 2.1309, loss: 2.1309, grad_norm: 5.1879 2020-08-06 08:46:52,304 - mmaction - INFO - Epoch [205][3480/3757] lr: 9.840e-03, eta: 1 day, 20:33:02, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7773, loss_cls: 1.9253, loss: 1.9253, grad_norm: 5.1052 2020-08-06 08:47:08,139 - mmaction - INFO - Epoch [205][3500/3757] lr: 9.840e-03, eta: 1 day, 20:32:45, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7734, loss_cls: 2.0038, loss: 2.0038, grad_norm: 5.1446 2020-08-06 08:47:23,992 - mmaction - INFO - Epoch [205][3520/3757] lr: 9.840e-03, eta: 1 day, 20:32:28, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7523, loss_cls: 2.0335, loss: 2.0335, grad_norm: 5.0886 2020-08-06 08:47:39,789 - mmaction - INFO - Epoch [205][3540/3757] lr: 9.840e-03, eta: 1 day, 20:32:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7656, loss_cls: 2.0108, loss: 2.0108, grad_norm: 5.0516 2020-08-06 08:47:55,531 - mmaction - INFO - Epoch [205][3560/3757] lr: 9.840e-03, eta: 1 day, 20:31:53, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7508, loss_cls: 2.0469, loss: 2.0469, grad_norm: 5.0673 2020-08-06 08:48:11,311 - mmaction - INFO - Epoch [205][3580/3757] lr: 9.840e-03, eta: 1 day, 20:31:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7492, loss_cls: 2.0495, loss: 2.0495, grad_norm: 5.1199 2020-08-06 08:48:27,100 - mmaction - INFO - Epoch [205][3600/3757] lr: 9.840e-03, eta: 1 day, 20:31:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7320, loss_cls: 2.1217, loss: 2.1217, grad_norm: 5.2325 2020-08-06 08:48:42,883 - mmaction - INFO - Epoch [205][3620/3757] lr: 9.840e-03, eta: 1 day, 20:31:01, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7516, loss_cls: 2.0453, loss: 2.0453, grad_norm: 5.1160 2020-08-06 08:48:58,673 - mmaction - INFO - Epoch [205][3640/3757] lr: 9.840e-03, eta: 1 day, 20:30:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7312, loss_cls: 2.1261, loss: 2.1261, grad_norm: 5.1343 2020-08-06 08:49:14,521 - mmaction - INFO - Epoch [205][3660/3757] lr: 9.840e-03, eta: 1 day, 20:30:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7516, loss_cls: 2.0831, loss: 2.0831, grad_norm: 5.1577 2020-08-06 08:49:30,223 - mmaction - INFO - Epoch [205][3680/3757] lr: 9.840e-03, eta: 1 day, 20:30:09, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7492, loss_cls: 2.1088, loss: 2.1088, grad_norm: 5.1895 2020-08-06 08:49:45,980 - mmaction - INFO - Epoch [205][3700/3757] lr: 9.840e-03, eta: 1 day, 20:29:52, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.1162, loss: 2.1162, grad_norm: 5.4279 2020-08-06 08:50:01,802 - mmaction - INFO - Epoch [205][3720/3757] lr: 9.840e-03, eta: 1 day, 20:29:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7594, loss_cls: 2.0166, loss: 2.0166, grad_norm: 5.1731 2020-08-06 08:50:17,494 - mmaction - INFO - Epoch [205][3740/3757] lr: 9.840e-03, eta: 1 day, 20:29:17, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7359, loss_cls: 2.1565, loss: 2.1565, grad_norm: 5.3120 2020-08-06 08:53:05,934 - mmaction - INFO - Epoch [206][20/3757] lr: 9.477e-03, eta: 1 day, 20:30:04, time: 7.450, data_time: 6.606, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7617, loss_cls: 2.0431, loss: 2.0431, grad_norm: 5.2321 2020-08-06 08:53:21,716 - mmaction - INFO - Epoch [206][40/3757] lr: 9.477e-03, eta: 1 day, 20:29:47, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7664, loss_cls: 1.9939, loss: 1.9939, grad_norm: 5.0605 2020-08-06 08:53:37,572 - mmaction - INFO - Epoch [206][60/3757] lr: 9.477e-03, eta: 1 day, 20:29:30, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7812, loss_cls: 1.9804, loss: 1.9804, grad_norm: 5.1364 2020-08-06 08:53:53,395 - mmaction - INFO - Epoch [206][80/3757] lr: 9.477e-03, eta: 1 day, 20:29:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7602, loss_cls: 1.9610, loss: 1.9610, grad_norm: 5.0865 2020-08-06 08:54:09,271 - mmaction - INFO - Epoch [206][100/3757] lr: 9.477e-03, eta: 1 day, 20:28:55, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7445, loss_cls: 2.0706, loss: 2.0706, grad_norm: 5.1529 2020-08-06 08:54:25,071 - mmaction - INFO - Epoch [206][120/3757] lr: 9.477e-03, eta: 1 day, 20:28:38, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7742, loss_cls: 1.9409, loss: 1.9409, grad_norm: 5.0550 2020-08-06 08:54:40,873 - mmaction - INFO - Epoch [206][140/3757] lr: 9.477e-03, eta: 1 day, 20:28:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7547, loss_cls: 1.9577, loss: 1.9577, grad_norm: 5.0668 2020-08-06 08:54:56,693 - mmaction - INFO - Epoch [206][160/3757] lr: 9.477e-03, eta: 1 day, 20:28:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7742, loss_cls: 1.9661, loss: 1.9661, grad_norm: 5.2404 2020-08-06 08:55:12,545 - mmaction - INFO - Epoch [206][180/3757] lr: 9.477e-03, eta: 1 day, 20:27:46, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7547, loss_cls: 2.0286, loss: 2.0286, grad_norm: 5.0793 2020-08-06 08:55:28,362 - mmaction - INFO - Epoch [206][200/3757] lr: 9.477e-03, eta: 1 day, 20:27:28, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7555, loss_cls: 2.0375, loss: 2.0375, grad_norm: 5.2665 2020-08-06 08:55:44,194 - mmaction - INFO - Epoch [206][220/3757] lr: 9.477e-03, eta: 1 day, 20:27:11, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7719, loss_cls: 2.0200, loss: 2.0200, grad_norm: 5.3248 2020-08-06 08:56:00,047 - mmaction - INFO - Epoch [206][240/3757] lr: 9.477e-03, eta: 1 day, 20:26:54, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7430, loss_cls: 2.0803, loss: 2.0803, grad_norm: 5.3291 2020-08-06 08:56:15,888 - mmaction - INFO - Epoch [206][260/3757] lr: 9.477e-03, eta: 1 day, 20:26:37, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7820, loss_cls: 1.9260, loss: 1.9260, grad_norm: 5.2797 2020-08-06 08:56:31,661 - mmaction - INFO - Epoch [206][280/3757] lr: 9.477e-03, eta: 1 day, 20:26:19, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7703, loss_cls: 2.0291, loss: 2.0291, grad_norm: 5.2409 2020-08-06 08:56:47,431 - mmaction - INFO - Epoch [206][300/3757] lr: 9.477e-03, eta: 1 day, 20:26:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7609, loss_cls: 2.0954, loss: 2.0954, grad_norm: 5.3385 2020-08-06 08:57:03,259 - mmaction - INFO - Epoch [206][320/3757] lr: 9.477e-03, eta: 1 day, 20:25:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7766, loss_cls: 1.9531, loss: 1.9531, grad_norm: 5.2652 2020-08-06 08:57:19,065 - mmaction - INFO - Epoch [206][340/3757] lr: 9.477e-03, eta: 1 day, 20:25:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7688, loss_cls: 1.9429, loss: 1.9429, grad_norm: 5.1408 2020-08-06 08:57:34,852 - mmaction - INFO - Epoch [206][360/3757] lr: 9.477e-03, eta: 1 day, 20:25:10, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7594, loss_cls: 1.9882, loss: 1.9882, grad_norm: 5.3867 2020-08-06 08:57:50,640 - mmaction - INFO - Epoch [206][380/3757] lr: 9.477e-03, eta: 1 day, 20:24:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.0714, loss: 2.0714, grad_norm: 5.2801 2020-08-06 08:58:06,445 - mmaction - INFO - Epoch [206][400/3757] lr: 9.477e-03, eta: 1 day, 20:24:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7539, loss_cls: 2.0678, loss: 2.0678, grad_norm: 5.1909 2020-08-06 08:58:22,279 - mmaction - INFO - Epoch [206][420/3757] lr: 9.477e-03, eta: 1 day, 20:24:18, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7734, loss_cls: 1.9116, loss: 1.9116, grad_norm: 5.1796 2020-08-06 08:58:38,115 - mmaction - INFO - Epoch [206][440/3757] lr: 9.477e-03, eta: 1 day, 20:24:01, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7844, loss_cls: 1.8997, loss: 1.8997, grad_norm: 5.1412 2020-08-06 08:58:54,014 - mmaction - INFO - Epoch [206][460/3757] lr: 9.477e-03, eta: 1 day, 20:23:43, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7844, loss_cls: 1.8804, loss: 1.8804, grad_norm: 5.2401 2020-08-06 08:59:09,923 - mmaction - INFO - Epoch [206][480/3757] lr: 9.477e-03, eta: 1 day, 20:23:26, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7594, loss_cls: 1.9790, loss: 1.9790, grad_norm: 5.2178 2020-08-06 08:59:25,638 - mmaction - INFO - Epoch [206][500/3757] lr: 9.477e-03, eta: 1 day, 20:23:09, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7656, loss_cls: 2.0094, loss: 2.0094, grad_norm: 5.2771 2020-08-06 08:59:41,463 - mmaction - INFO - Epoch [206][520/3757] lr: 9.477e-03, eta: 1 day, 20:22:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7758, loss_cls: 1.9456, loss: 1.9456, grad_norm: 5.0916 2020-08-06 08:59:57,258 - mmaction - INFO - Epoch [206][540/3757] lr: 9.477e-03, eta: 1 day, 20:22:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7641, loss_cls: 1.9412, loss: 1.9412, grad_norm: 5.2091 2020-08-06 09:00:16,830 - mmaction - INFO - Epoch [206][560/3757] lr: 9.477e-03, eta: 1 day, 20:22:19, time: 0.976, data_time: 0.007, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7750, loss_cls: 1.9551, loss: 1.9551, grad_norm: 5.2151 2020-08-06 09:00:32,652 - mmaction - INFO - Epoch [206][580/3757] lr: 9.477e-03, eta: 1 day, 20:22:02, time: 0.794, data_time: 0.007, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7711, loss_cls: 1.9758, loss: 1.9758, grad_norm: 5.2594 2020-08-06 09:00:48,473 - mmaction - INFO - Epoch [206][600/3757] lr: 9.477e-03, eta: 1 day, 20:21:45, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7766, loss_cls: 1.9524, loss: 1.9524, grad_norm: 5.1804 2020-08-06 09:01:04,310 - mmaction - INFO - Epoch [206][620/3757] lr: 9.477e-03, eta: 1 day, 20:21:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7625, loss_cls: 2.0825, loss: 2.0825, grad_norm: 5.4393 2020-08-06 09:01:20,000 - mmaction - INFO - Epoch [206][640/3757] lr: 9.477e-03, eta: 1 day, 20:21:10, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7586, loss_cls: 1.9975, loss: 1.9975, grad_norm: 5.2089 2020-08-06 09:01:35,768 - mmaction - INFO - Epoch [206][660/3757] lr: 9.477e-03, eta: 1 day, 20:20:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7594, loss_cls: 2.0063, loss: 2.0063, grad_norm: 5.1885 2020-08-06 09:01:51,677 - mmaction - INFO - Epoch [206][680/3757] lr: 9.477e-03, eta: 1 day, 20:20:35, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7727, loss_cls: 1.9333, loss: 1.9333, grad_norm: 5.1288 2020-08-06 09:02:07,523 - mmaction - INFO - Epoch [206][700/3757] lr: 9.477e-03, eta: 1 day, 20:20:18, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7352, loss_cls: 2.1243, loss: 2.1243, grad_norm: 5.6350 2020-08-06 09:02:23,336 - mmaction - INFO - Epoch [206][720/3757] lr: 9.477e-03, eta: 1 day, 20:20:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7688, loss_cls: 2.0212, loss: 2.0212, grad_norm: 5.3697 2020-08-06 09:02:39,121 - mmaction - INFO - Epoch [206][740/3757] lr: 9.477e-03, eta: 1 day, 20:19:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7609, loss_cls: 2.1201, loss: 2.1201, grad_norm: 5.4652 2020-08-06 09:02:55,005 - mmaction - INFO - Epoch [206][760/3757] lr: 9.477e-03, eta: 1 day, 20:19:26, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7625, loss_cls: 2.0490, loss: 2.0490, grad_norm: 5.2611 2020-08-06 09:03:10,753 - mmaction - INFO - Epoch [206][780/3757] lr: 9.477e-03, eta: 1 day, 20:19:09, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7539, loss_cls: 1.9982, loss: 1.9982, grad_norm: 5.3428 2020-08-06 09:03:26,619 - mmaction - INFO - Epoch [206][800/3757] lr: 9.477e-03, eta: 1 day, 20:18:51, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7594, loss_cls: 2.0786, loss: 2.0786, grad_norm: 5.3036 2020-08-06 09:03:42,390 - mmaction - INFO - Epoch [206][820/3757] lr: 9.477e-03, eta: 1 day, 20:18:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7438, loss_cls: 2.1150, loss: 2.1150, grad_norm: 5.3991 2020-08-06 09:03:58,220 - mmaction - INFO - Epoch [206][840/3757] lr: 9.477e-03, eta: 1 day, 20:18:17, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7594, loss_cls: 1.9927, loss: 1.9927, grad_norm: 5.2620 2020-08-06 09:04:13,967 - mmaction - INFO - Epoch [206][860/3757] lr: 9.477e-03, eta: 1 day, 20:17:59, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7789, loss_cls: 1.9198, loss: 1.9198, grad_norm: 5.3124 2020-08-06 09:04:29,723 - mmaction - INFO - Epoch [206][880/3757] lr: 9.477e-03, eta: 1 day, 20:17:42, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7547, loss_cls: 2.0056, loss: 2.0056, grad_norm: 5.2443 2020-08-06 09:04:45,499 - mmaction - INFO - Epoch [206][900/3757] lr: 9.477e-03, eta: 1 day, 20:17:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7734, loss_cls: 1.9937, loss: 1.9937, grad_norm: 5.1703 2020-08-06 09:05:01,372 - mmaction - INFO - Epoch [206][920/3757] lr: 9.477e-03, eta: 1 day, 20:17:07, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7531, loss_cls: 2.0528, loss: 2.0528, grad_norm: 5.2084 2020-08-06 09:05:17,209 - mmaction - INFO - Epoch [206][940/3757] lr: 9.477e-03, eta: 1 day, 20:16:50, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7711, loss_cls: 1.9734, loss: 1.9734, grad_norm: 5.1084 2020-08-06 09:05:33,010 - mmaction - INFO - Epoch [206][960/3757] lr: 9.477e-03, eta: 1 day, 20:16:33, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7625, loss_cls: 1.9623, loss: 1.9623, grad_norm: 5.1418 2020-08-06 09:05:48,816 - mmaction - INFO - Epoch [206][980/3757] lr: 9.477e-03, eta: 1 day, 20:16:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7414, loss_cls: 2.0642, loss: 2.0642, grad_norm: 5.2096 2020-08-06 09:06:04,665 - mmaction - INFO - Epoch [206][1000/3757] lr: 9.477e-03, eta: 1 day, 20:15:58, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7633, loss_cls: 2.0162, loss: 2.0162, grad_norm: 5.3166 2020-08-06 09:06:20,483 - mmaction - INFO - Epoch [206][1020/3757] lr: 9.477e-03, eta: 1 day, 20:15:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7578, loss_cls: 2.0240, loss: 2.0240, grad_norm: 5.0709 2020-08-06 09:06:36,279 - mmaction - INFO - Epoch [206][1040/3757] lr: 9.477e-03, eta: 1 day, 20:15:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7820, loss_cls: 1.9515, loss: 1.9515, grad_norm: 5.1792 2020-08-06 09:06:52,115 - mmaction - INFO - Epoch [206][1060/3757] lr: 9.477e-03, eta: 1 day, 20:15:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7688, loss_cls: 1.9987, loss: 1.9987, grad_norm: 5.3195 2020-08-06 09:07:07,907 - mmaction - INFO - Epoch [206][1080/3757] lr: 9.477e-03, eta: 1 day, 20:14:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7578, loss_cls: 2.0707, loss: 2.0707, grad_norm: 5.2576 2020-08-06 09:07:23,735 - mmaction - INFO - Epoch [206][1100/3757] lr: 9.477e-03, eta: 1 day, 20:14:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7680, loss_cls: 1.9846, loss: 1.9846, grad_norm: 5.2128 2020-08-06 09:07:39,578 - mmaction - INFO - Epoch [206][1120/3757] lr: 9.477e-03, eta: 1 day, 20:14:14, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7641, loss_cls: 2.0652, loss: 2.0652, grad_norm: 5.3129 2020-08-06 09:07:55,493 - mmaction - INFO - Epoch [206][1140/3757] lr: 9.477e-03, eta: 1 day, 20:13:57, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9799, loss: 1.9799, grad_norm: 5.3612 2020-08-06 09:08:11,312 - mmaction - INFO - Epoch [206][1160/3757] lr: 9.477e-03, eta: 1 day, 20:13:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7641, loss_cls: 1.9693, loss: 1.9693, grad_norm: 5.1224 2020-08-06 09:08:27,121 - mmaction - INFO - Epoch [206][1180/3757] lr: 9.477e-03, eta: 1 day, 20:13:22, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7750, loss_cls: 1.9377, loss: 1.9377, grad_norm: 5.1765 2020-08-06 09:08:42,943 - mmaction - INFO - Epoch [206][1200/3757] lr: 9.477e-03, eta: 1 day, 20:13:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7750, loss_cls: 1.8949, loss: 1.8949, grad_norm: 5.0943 2020-08-06 09:08:58,792 - mmaction - INFO - Epoch [206][1220/3757] lr: 9.477e-03, eta: 1 day, 20:12:48, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0158, loss: 2.0158, grad_norm: 5.3022 2020-08-06 09:09:14,558 - mmaction - INFO - Epoch [206][1240/3757] lr: 9.477e-03, eta: 1 day, 20:12:30, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7539, loss_cls: 2.0000, loss: 2.0000, grad_norm: 5.0589 2020-08-06 09:09:30,283 - mmaction - INFO - Epoch [206][1260/3757] lr: 9.477e-03, eta: 1 day, 20:12:13, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7602, loss_cls: 2.0344, loss: 2.0344, grad_norm: 5.3410 2020-08-06 09:09:46,137 - mmaction - INFO - Epoch [206][1280/3757] lr: 9.477e-03, eta: 1 day, 20:11:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7570, loss_cls: 2.0866, loss: 2.0866, grad_norm: 5.1553 2020-08-06 09:10:01,972 - mmaction - INFO - Epoch [206][1300/3757] lr: 9.477e-03, eta: 1 day, 20:11:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7531, loss_cls: 2.0797, loss: 2.0797, grad_norm: 5.4670 2020-08-06 09:10:17,714 - mmaction - INFO - Epoch [206][1320/3757] lr: 9.477e-03, eta: 1 day, 20:11:21, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5000, top5_acc: 0.7445, loss_cls: 2.0791, loss: 2.0791, grad_norm: 5.3775 2020-08-06 09:10:33,542 - mmaction - INFO - Epoch [206][1340/3757] lr: 9.477e-03, eta: 1 day, 20:11:04, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7742, loss_cls: 1.9806, loss: 1.9806, grad_norm: 5.2486 2020-08-06 09:10:49,308 - mmaction - INFO - Epoch [206][1360/3757] lr: 9.477e-03, eta: 1 day, 20:10:46, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7344, loss_cls: 2.1029, loss: 2.1029, grad_norm: 5.2847 2020-08-06 09:11:05,086 - mmaction - INFO - Epoch [206][1380/3757] lr: 9.477e-03, eta: 1 day, 20:10:29, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7555, loss_cls: 2.0476, loss: 2.0476, grad_norm: 5.3310 2020-08-06 09:11:20,908 - mmaction - INFO - Epoch [206][1400/3757] lr: 9.477e-03, eta: 1 day, 20:10:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7312, loss_cls: 2.1427, loss: 2.1427, grad_norm: 5.5227 2020-08-06 09:11:36,768 - mmaction - INFO - Epoch [206][1420/3757] lr: 9.477e-03, eta: 1 day, 20:09:55, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7875, loss_cls: 1.9775, loss: 1.9775, grad_norm: 5.2658 2020-08-06 09:11:52,715 - mmaction - INFO - Epoch [206][1440/3757] lr: 9.477e-03, eta: 1 day, 20:09:37, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7617, loss_cls: 2.0169, loss: 2.0169, grad_norm: 5.2298 2020-08-06 09:12:08,529 - mmaction - INFO - Epoch [206][1460/3757] lr: 9.477e-03, eta: 1 day, 20:09:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7516, loss_cls: 2.0198, loss: 2.0198, grad_norm: 5.0955 2020-08-06 09:12:24,302 - mmaction - INFO - Epoch [206][1480/3757] lr: 9.477e-03, eta: 1 day, 20:09:03, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7695, loss_cls: 1.9612, loss: 1.9612, grad_norm: 5.1014 2020-08-06 09:12:40,052 - mmaction - INFO - Epoch [206][1500/3757] lr: 9.477e-03, eta: 1 day, 20:08:45, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7508, loss_cls: 2.0580, loss: 2.0580, grad_norm: 5.1368 2020-08-06 09:12:55,844 - mmaction - INFO - Epoch [206][1520/3757] lr: 9.477e-03, eta: 1 day, 20:08:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7602, loss_cls: 1.9918, loss: 1.9918, grad_norm: 5.1368 2020-08-06 09:13:11,573 - mmaction - INFO - Epoch [206][1540/3757] lr: 9.477e-03, eta: 1 day, 20:08:11, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7570, loss_cls: 2.0152, loss: 2.0152, grad_norm: 5.1421 2020-08-06 09:13:27,407 - mmaction - INFO - Epoch [206][1560/3757] lr: 9.477e-03, eta: 1 day, 20:07:53, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7570, loss_cls: 2.0492, loss: 2.0492, grad_norm: 5.2703 2020-08-06 09:13:43,266 - mmaction - INFO - Epoch [206][1580/3757] lr: 9.477e-03, eta: 1 day, 20:07:36, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5039, top5_acc: 0.7438, loss_cls: 2.1187, loss: 2.1187, grad_norm: 5.2933 2020-08-06 09:13:59,128 - mmaction - INFO - Epoch [206][1600/3757] lr: 9.477e-03, eta: 1 day, 20:07:19, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7719, loss_cls: 1.9754, loss: 1.9754, grad_norm: 5.1142 2020-08-06 09:14:14,914 - mmaction - INFO - Epoch [206][1620/3757] lr: 9.477e-03, eta: 1 day, 20:07:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7672, loss_cls: 1.9457, loss: 1.9457, grad_norm: 5.0960 2020-08-06 09:14:30,839 - mmaction - INFO - Epoch [206][1640/3757] lr: 9.477e-03, eta: 1 day, 20:06:44, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7711, loss_cls: 1.9809, loss: 1.9809, grad_norm: 5.2423 2020-08-06 09:14:46,618 - mmaction - INFO - Epoch [206][1660/3757] lr: 9.477e-03, eta: 1 day, 20:06:27, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7414, loss_cls: 2.0734, loss: 2.0734, grad_norm: 5.4691 2020-08-06 09:15:02,478 - mmaction - INFO - Epoch [206][1680/3757] lr: 9.477e-03, eta: 1 day, 20:06:10, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7625, loss_cls: 2.0113, loss: 2.0113, grad_norm: 5.2146 2020-08-06 09:15:18,278 - mmaction - INFO - Epoch [206][1700/3757] lr: 9.477e-03, eta: 1 day, 20:05:52, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7844, loss_cls: 1.9311, loss: 1.9311, grad_norm: 5.0832 2020-08-06 09:15:34,173 - mmaction - INFO - Epoch [206][1720/3757] lr: 9.477e-03, eta: 1 day, 20:05:35, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7430, loss_cls: 2.0925, loss: 2.0925, grad_norm: 5.4475 2020-08-06 09:15:49,962 - mmaction - INFO - Epoch [206][1740/3757] lr: 9.477e-03, eta: 1 day, 20:05:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5047, top5_acc: 0.7508, loss_cls: 2.1449, loss: 2.1449, grad_norm: 5.5829 2020-08-06 09:16:05,835 - mmaction - INFO - Epoch [206][1760/3757] lr: 9.477e-03, eta: 1 day, 20:05:00, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7641, loss_cls: 2.0390, loss: 2.0390, grad_norm: 5.3499 2020-08-06 09:16:21,590 - mmaction - INFO - Epoch [206][1780/3757] lr: 9.477e-03, eta: 1 day, 20:04:43, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7711, loss_cls: 1.9207, loss: 1.9207, grad_norm: 5.1096 2020-08-06 09:16:37,363 - mmaction - INFO - Epoch [206][1800/3757] lr: 9.477e-03, eta: 1 day, 20:04:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7547, loss_cls: 2.0640, loss: 2.0640, grad_norm: 5.3155 2020-08-06 09:16:53,145 - mmaction - INFO - Epoch [206][1820/3757] lr: 9.477e-03, eta: 1 day, 20:04:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7516, loss_cls: 2.0689, loss: 2.0689, grad_norm: 5.4286 2020-08-06 09:17:09,021 - mmaction - INFO - Epoch [206][1840/3757] lr: 9.477e-03, eta: 1 day, 20:03:51, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7586, loss_cls: 1.9873, loss: 1.9873, grad_norm: 5.2876 2020-08-06 09:17:24,827 - mmaction - INFO - Epoch [206][1860/3757] lr: 9.477e-03, eta: 1 day, 20:03:34, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7555, loss_cls: 2.1223, loss: 2.1223, grad_norm: 5.4827 2020-08-06 09:17:40,698 - mmaction - INFO - Epoch [206][1880/3757] lr: 9.477e-03, eta: 1 day, 20:03:16, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7492, loss_cls: 2.0642, loss: 2.0642, grad_norm: 5.6342 2020-08-06 09:17:56,469 - mmaction - INFO - Epoch [206][1900/3757] lr: 9.477e-03, eta: 1 day, 20:02:59, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7648, loss_cls: 2.0085, loss: 2.0085, grad_norm: 5.4320 2020-08-06 09:18:13,211 - mmaction - INFO - Epoch [206][1920/3757] lr: 9.477e-03, eta: 1 day, 20:02:42, time: 0.838, data_time: 0.005, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7773, loss_cls: 1.9567, loss: 1.9567, grad_norm: 5.3798 2020-08-06 09:18:33,100 - mmaction - INFO - Epoch [206][1940/3757] lr: 9.477e-03, eta: 1 day, 20:02:28, time: 0.995, data_time: 0.020, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 1.9794, loss: 1.9794, grad_norm: 5.2921 2020-08-06 09:18:50,000 - mmaction - INFO - Epoch [206][1960/3757] lr: 9.477e-03, eta: 1 day, 20:02:11, time: 0.845, data_time: 0.003, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1287, loss: 2.1287, grad_norm: 5.4097 2020-08-06 09:19:05,844 - mmaction - INFO - Epoch [206][1980/3757] lr: 9.477e-03, eta: 1 day, 20:01:54, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7773, loss_cls: 1.9670, loss: 1.9670, grad_norm: 5.0478 2020-08-06 09:19:21,548 - mmaction - INFO - Epoch [206][2000/3757] lr: 9.477e-03, eta: 1 day, 20:01:37, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7812, loss_cls: 1.9637, loss: 1.9637, grad_norm: 5.3045 2020-08-06 09:19:37,382 - mmaction - INFO - Epoch [206][2020/3757] lr: 9.477e-03, eta: 1 day, 20:01:19, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7680, loss_cls: 2.0055, loss: 2.0055, grad_norm: 5.2081 2020-08-06 09:19:53,160 - mmaction - INFO - Epoch [206][2040/3757] lr: 9.477e-03, eta: 1 day, 20:01:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0225, loss: 2.0225, grad_norm: 5.3823 2020-08-06 09:20:08,922 - mmaction - INFO - Epoch [206][2060/3757] lr: 9.477e-03, eta: 1 day, 20:00:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7469, loss_cls: 2.0876, loss: 2.0876, grad_norm: 5.4081 2020-08-06 09:20:24,735 - mmaction - INFO - Epoch [206][2080/3757] lr: 9.477e-03, eta: 1 day, 20:00:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7664, loss_cls: 1.9787, loss: 1.9787, grad_norm: 5.0481 2020-08-06 09:20:40,490 - mmaction - INFO - Epoch [206][2100/3757] lr: 9.477e-03, eta: 1 day, 20:00:10, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7680, loss_cls: 2.0099, loss: 2.0099, grad_norm: 5.3196 2020-08-06 09:20:56,353 - mmaction - INFO - Epoch [206][2120/3757] lr: 9.477e-03, eta: 1 day, 19:59:53, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7719, loss_cls: 1.9633, loss: 1.9633, grad_norm: 5.2067 2020-08-06 09:21:12,096 - mmaction - INFO - Epoch [206][2140/3757] lr: 9.477e-03, eta: 1 day, 19:59:35, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7578, loss_cls: 2.0482, loss: 2.0482, grad_norm: 5.4556 2020-08-06 09:21:27,940 - mmaction - INFO - Epoch [206][2160/3757] lr: 9.477e-03, eta: 1 day, 19:59:18, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7484, loss_cls: 2.0315, loss: 2.0315, grad_norm: 5.2520 2020-08-06 09:21:43,696 - mmaction - INFO - Epoch [206][2180/3757] lr: 9.477e-03, eta: 1 day, 19:59:01, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7711, loss_cls: 1.9863, loss: 1.9863, grad_norm: 5.2026 2020-08-06 09:21:59,479 - mmaction - INFO - Epoch [206][2200/3757] lr: 9.477e-03, eta: 1 day, 19:58:43, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7547, loss_cls: 2.0670, loss: 2.0670, grad_norm: 5.4178 2020-08-06 09:22:15,251 - mmaction - INFO - Epoch [206][2220/3757] lr: 9.477e-03, eta: 1 day, 19:58:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7617, loss_cls: 2.0497, loss: 2.0497, grad_norm: 5.3258 2020-08-06 09:22:31,055 - mmaction - INFO - Epoch [206][2240/3757] lr: 9.477e-03, eta: 1 day, 19:58:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7805, loss_cls: 1.9495, loss: 1.9495, grad_norm: 5.2517 2020-08-06 09:22:46,871 - mmaction - INFO - Epoch [206][2260/3757] lr: 9.477e-03, eta: 1 day, 19:57:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7766, loss_cls: 2.0317, loss: 2.0317, grad_norm: 5.2699 2020-08-06 09:23:02,636 - mmaction - INFO - Epoch [206][2280/3757] lr: 9.477e-03, eta: 1 day, 19:57:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7828, loss_cls: 1.9031, loss: 1.9031, grad_norm: 5.2035 2020-08-06 09:23:18,426 - mmaction - INFO - Epoch [206][2300/3757] lr: 9.477e-03, eta: 1 day, 19:57:17, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7781, loss_cls: 1.9233, loss: 1.9233, grad_norm: 5.0870 2020-08-06 09:23:34,212 - mmaction - INFO - Epoch [206][2320/3757] lr: 9.477e-03, eta: 1 day, 19:56:59, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7438, loss_cls: 2.1581, loss: 2.1581, grad_norm: 5.4056 2020-08-06 09:23:49,982 - mmaction - INFO - Epoch [206][2340/3757] lr: 9.477e-03, eta: 1 day, 19:56:42, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7547, loss_cls: 2.0456, loss: 2.0456, grad_norm: 5.2394 2020-08-06 09:24:05,840 - mmaction - INFO - Epoch [206][2360/3757] lr: 9.477e-03, eta: 1 day, 19:56:25, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7594, loss_cls: 2.0217, loss: 2.0217, grad_norm: 5.1405 2020-08-06 09:24:21,631 - mmaction - INFO - Epoch [206][2380/3757] lr: 9.477e-03, eta: 1 day, 19:56:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7547, loss_cls: 2.0156, loss: 2.0156, grad_norm: 5.1836 2020-08-06 09:24:37,437 - mmaction - INFO - Epoch [206][2400/3757] lr: 9.477e-03, eta: 1 day, 19:55:50, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7539, loss_cls: 2.0574, loss: 2.0574, grad_norm: 5.3402 2020-08-06 09:24:53,274 - mmaction - INFO - Epoch [206][2420/3757] lr: 9.477e-03, eta: 1 day, 19:55:33, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7516, loss_cls: 2.0806, loss: 2.0806, grad_norm: 5.2881 2020-08-06 09:25:09,095 - mmaction - INFO - Epoch [206][2440/3757] lr: 9.477e-03, eta: 1 day, 19:55:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7391, loss_cls: 2.1453, loss: 2.1453, grad_norm: 5.2359 2020-08-06 09:25:24,912 - mmaction - INFO - Epoch [206][2460/3757] lr: 9.477e-03, eta: 1 day, 19:54:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7680, loss_cls: 2.0384, loss: 2.0384, grad_norm: 5.0611 2020-08-06 09:25:40,721 - mmaction - INFO - Epoch [206][2480/3757] lr: 9.477e-03, eta: 1 day, 19:54:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7492, loss_cls: 2.0806, loss: 2.0806, grad_norm: 5.1867 2020-08-06 09:25:56,541 - mmaction - INFO - Epoch [206][2500/3757] lr: 9.477e-03, eta: 1 day, 19:54:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7688, loss_cls: 1.9519, loss: 1.9519, grad_norm: 5.1482 2020-08-06 09:26:12,392 - mmaction - INFO - Epoch [206][2520/3757] lr: 9.477e-03, eta: 1 day, 19:54:06, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7664, loss_cls: 2.0213, loss: 2.0213, grad_norm: 5.3029 2020-08-06 09:26:28,284 - mmaction - INFO - Epoch [206][2540/3757] lr: 9.477e-03, eta: 1 day, 19:53:49, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7469, loss_cls: 2.1113, loss: 2.1113, grad_norm: 5.3409 2020-08-06 09:26:44,083 - mmaction - INFO - Epoch [206][2560/3757] lr: 9.477e-03, eta: 1 day, 19:53:32, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7750, loss_cls: 1.9859, loss: 1.9859, grad_norm: 5.2987 2020-08-06 09:26:59,875 - mmaction - INFO - Epoch [206][2580/3757] lr: 9.477e-03, eta: 1 day, 19:53:15, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7555, loss_cls: 2.0861, loss: 2.0861, grad_norm: 5.2820 2020-08-06 09:27:15,625 - mmaction - INFO - Epoch [206][2600/3757] lr: 9.477e-03, eta: 1 day, 19:52:57, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7438, loss_cls: 2.0563, loss: 2.0563, grad_norm: 5.2588 2020-08-06 09:27:31,467 - mmaction - INFO - Epoch [206][2620/3757] lr: 9.477e-03, eta: 1 day, 19:52:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7570, loss_cls: 2.0548, loss: 2.0548, grad_norm: 5.2371 2020-08-06 09:27:47,269 - mmaction - INFO - Epoch [206][2640/3757] lr: 9.477e-03, eta: 1 day, 19:52:23, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7695, loss_cls: 1.9934, loss: 1.9934, grad_norm: 5.1979 2020-08-06 09:28:03,200 - mmaction - INFO - Epoch [206][2660/3757] lr: 9.477e-03, eta: 1 day, 19:52:05, time: 0.797, data_time: 0.011, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7766, loss_cls: 1.9331, loss: 1.9331, grad_norm: 5.2183 2020-08-06 09:28:19,055 - mmaction - INFO - Epoch [206][2680/3757] lr: 9.477e-03, eta: 1 day, 19:51:48, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7742, loss_cls: 1.9479, loss: 1.9479, grad_norm: 5.1506 2020-08-06 09:28:34,859 - mmaction - INFO - Epoch [206][2700/3757] lr: 9.477e-03, eta: 1 day, 19:51:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7680, loss_cls: 1.9745, loss: 1.9745, grad_norm: 5.2796 2020-08-06 09:28:50,673 - mmaction - INFO - Epoch [206][2720/3757] lr: 9.477e-03, eta: 1 day, 19:51:13, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7531, loss_cls: 2.1265, loss: 2.1265, grad_norm: 5.3633 2020-08-06 09:29:06,488 - mmaction - INFO - Epoch [206][2740/3757] lr: 9.477e-03, eta: 1 day, 19:50:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7602, loss_cls: 1.9816, loss: 1.9816, grad_norm: 5.0938 2020-08-06 09:29:22,197 - mmaction - INFO - Epoch [206][2760/3757] lr: 9.477e-03, eta: 1 day, 19:50:39, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7578, loss_cls: 2.0144, loss: 2.0144, grad_norm: 5.3374 2020-08-06 09:29:38,006 - mmaction - INFO - Epoch [206][2780/3757] lr: 9.477e-03, eta: 1 day, 19:50:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7719, loss_cls: 1.9861, loss: 1.9861, grad_norm: 5.0739 2020-08-06 09:29:53,831 - mmaction - INFO - Epoch [206][2800/3757] lr: 9.477e-03, eta: 1 day, 19:50:04, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7656, loss_cls: 2.0361, loss: 2.0361, grad_norm: 5.2216 2020-08-06 09:30:09,557 - mmaction - INFO - Epoch [206][2820/3757] lr: 9.477e-03, eta: 1 day, 19:49:47, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7875, loss_cls: 1.9346, loss: 1.9346, grad_norm: 5.1961 2020-08-06 09:30:25,379 - mmaction - INFO - Epoch [206][2840/3757] lr: 9.477e-03, eta: 1 day, 19:49:30, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7703, loss_cls: 1.9526, loss: 1.9526, grad_norm: 5.4048 2020-08-06 09:30:41,186 - mmaction - INFO - Epoch [206][2860/3757] lr: 9.477e-03, eta: 1 day, 19:49:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7609, loss_cls: 2.0144, loss: 2.0144, grad_norm: 5.3088 2020-08-06 09:30:57,082 - mmaction - INFO - Epoch [206][2880/3757] lr: 9.477e-03, eta: 1 day, 19:48:55, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7781, loss_cls: 2.0159, loss: 2.0159, grad_norm: 5.2806 2020-08-06 09:31:12,940 - mmaction - INFO - Epoch [206][2900/3757] lr: 9.477e-03, eta: 1 day, 19:48:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7523, loss_cls: 2.0371, loss: 2.0371, grad_norm: 5.3041 2020-08-06 09:31:28,771 - mmaction - INFO - Epoch [206][2920/3757] lr: 9.477e-03, eta: 1 day, 19:48:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7664, loss_cls: 2.0233, loss: 2.0233, grad_norm: 5.2784 2020-08-06 09:31:44,589 - mmaction - INFO - Epoch [206][2940/3757] lr: 9.477e-03, eta: 1 day, 19:48:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 2.0112, loss: 2.0112, grad_norm: 5.3330 2020-08-06 09:32:00,362 - mmaction - INFO - Epoch [206][2960/3757] lr: 9.477e-03, eta: 1 day, 19:47:46, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7539, loss_cls: 2.0445, loss: 2.0445, grad_norm: 5.1954 2020-08-06 09:32:16,159 - mmaction - INFO - Epoch [206][2980/3757] lr: 9.477e-03, eta: 1 day, 19:47:29, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7570, loss_cls: 2.0741, loss: 2.0741, grad_norm: 5.1687 2020-08-06 09:32:32,011 - mmaction - INFO - Epoch [206][3000/3757] lr: 9.477e-03, eta: 1 day, 19:47:11, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7344, loss_cls: 2.1277, loss: 2.1277, grad_norm: 5.3334 2020-08-06 09:32:47,844 - mmaction - INFO - Epoch [206][3020/3757] lr: 9.477e-03, eta: 1 day, 19:46:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7562, loss_cls: 2.0389, loss: 2.0389, grad_norm: 5.0742 2020-08-06 09:33:03,657 - mmaction - INFO - Epoch [206][3040/3757] lr: 9.477e-03, eta: 1 day, 19:46:37, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7516, loss_cls: 2.0874, loss: 2.0874, grad_norm: 5.3078 2020-08-06 09:33:19,470 - mmaction - INFO - Epoch [206][3060/3757] lr: 9.477e-03, eta: 1 day, 19:46:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7680, loss_cls: 1.9929, loss: 1.9929, grad_norm: 5.2466 2020-08-06 09:33:35,275 - mmaction - INFO - Epoch [206][3080/3757] lr: 9.477e-03, eta: 1 day, 19:46:02, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7594, loss_cls: 2.0096, loss: 2.0096, grad_norm: 5.1929 2020-08-06 09:33:51,092 - mmaction - INFO - Epoch [206][3100/3757] lr: 9.477e-03, eta: 1 day, 19:45:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7703, loss_cls: 1.9970, loss: 1.9970, grad_norm: 5.1433 2020-08-06 09:34:06,903 - mmaction - INFO - Epoch [206][3120/3757] lr: 9.477e-03, eta: 1 day, 19:45:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7859, loss_cls: 1.8967, loss: 1.8967, grad_norm: 5.2196 2020-08-06 09:34:22,793 - mmaction - INFO - Epoch [206][3140/3757] lr: 9.477e-03, eta: 1 day, 19:45:10, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7578, loss_cls: 2.0354, loss: 2.0354, grad_norm: 5.3435 2020-08-06 09:34:38,530 - mmaction - INFO - Epoch [206][3160/3757] lr: 9.477e-03, eta: 1 day, 19:44:53, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5055, top5_acc: 0.7539, loss_cls: 2.0896, loss: 2.0896, grad_norm: 5.3695 2020-08-06 09:34:54,401 - mmaction - INFO - Epoch [206][3180/3757] lr: 9.477e-03, eta: 1 day, 19:44:36, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7672, loss_cls: 2.0554, loss: 2.0554, grad_norm: 5.1867 2020-08-06 09:35:10,178 - mmaction - INFO - Epoch [206][3200/3757] lr: 9.477e-03, eta: 1 day, 19:44:18, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7617, loss_cls: 2.0653, loss: 2.0653, grad_norm: 5.2028 2020-08-06 09:35:25,921 - mmaction - INFO - Epoch [206][3220/3757] lr: 9.477e-03, eta: 1 day, 19:44:01, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7664, loss_cls: 2.0152, loss: 2.0152, grad_norm: 5.3194 2020-08-06 09:35:41,680 - mmaction - INFO - Epoch [206][3240/3757] lr: 9.477e-03, eta: 1 day, 19:43:44, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7469, loss_cls: 2.1196, loss: 2.1196, grad_norm: 5.3433 2020-08-06 09:35:57,387 - mmaction - INFO - Epoch [206][3260/3757] lr: 9.477e-03, eta: 1 day, 19:43:26, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7492, loss_cls: 2.0581, loss: 2.0581, grad_norm: 5.2299 2020-08-06 09:36:13,167 - mmaction - INFO - Epoch [206][3280/3757] lr: 9.477e-03, eta: 1 day, 19:43:09, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7602, loss_cls: 2.0478, loss: 2.0478, grad_norm: 5.2992 2020-08-06 09:36:28,943 - mmaction - INFO - Epoch [206][3300/3757] lr: 9.477e-03, eta: 1 day, 19:42:52, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7547, loss_cls: 2.0337, loss: 2.0337, grad_norm: 5.3714 2020-08-06 09:36:44,785 - mmaction - INFO - Epoch [206][3320/3757] lr: 9.477e-03, eta: 1 day, 19:42:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.1047, loss: 2.1047, grad_norm: 5.2119 2020-08-06 09:37:00,582 - mmaction - INFO - Epoch [206][3340/3757] lr: 9.477e-03, eta: 1 day, 19:42:17, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7531, loss_cls: 2.0633, loss: 2.0633, grad_norm: 5.2207 2020-08-06 09:37:16,388 - mmaction - INFO - Epoch [206][3360/3757] lr: 9.477e-03, eta: 1 day, 19:42:00, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7539, loss_cls: 2.0217, loss: 2.0217, grad_norm: 5.1362 2020-08-06 09:37:32,375 - mmaction - INFO - Epoch [206][3380/3757] lr: 9.477e-03, eta: 1 day, 19:41:43, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.1427, loss: 2.1427, grad_norm: 5.4079 2020-08-06 09:37:48,220 - mmaction - INFO - Epoch [206][3400/3757] lr: 9.477e-03, eta: 1 day, 19:41:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7727, loss_cls: 1.9446, loss: 1.9446, grad_norm: 5.2582 2020-08-06 09:38:04,066 - mmaction - INFO - Epoch [206][3420/3757] lr: 9.477e-03, eta: 1 day, 19:41:08, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7477, loss_cls: 2.0937, loss: 2.0937, grad_norm: 5.2876 2020-08-06 09:38:19,971 - mmaction - INFO - Epoch [206][3440/3757] lr: 9.477e-03, eta: 1 day, 19:40:51, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7633, loss_cls: 1.9993, loss: 1.9993, grad_norm: 5.2310 2020-08-06 09:38:35,875 - mmaction - INFO - Epoch [206][3460/3757] lr: 9.477e-03, eta: 1 day, 19:40:34, time: 0.794, data_time: 0.009, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7664, loss_cls: 2.0520, loss: 2.0520, grad_norm: 5.4559 2020-08-06 09:38:51,683 - mmaction - INFO - Epoch [206][3480/3757] lr: 9.477e-03, eta: 1 day, 19:40:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7539, loss_cls: 2.0547, loss: 2.0547, grad_norm: 5.4171 2020-08-06 09:39:07,508 - mmaction - INFO - Epoch [206][3500/3757] lr: 9.477e-03, eta: 1 day, 19:39:59, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7516, loss_cls: 2.1053, loss: 2.1053, grad_norm: 5.3688 2020-08-06 09:39:23,207 - mmaction - INFO - Epoch [206][3520/3757] lr: 9.477e-03, eta: 1 day, 19:39:42, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7422, loss_cls: 2.0786, loss: 2.0786, grad_norm: 5.1539 2020-08-06 09:39:39,050 - mmaction - INFO - Epoch [206][3540/3757] lr: 9.477e-03, eta: 1 day, 19:39:24, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7328, loss_cls: 2.1610, loss: 2.1610, grad_norm: 5.3964 2020-08-06 09:39:54,900 - mmaction - INFO - Epoch [206][3560/3757] lr: 9.477e-03, eta: 1 day, 19:39:07, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7477, loss_cls: 2.0343, loss: 2.0343, grad_norm: 5.2132 2020-08-06 09:40:10,659 - mmaction - INFO - Epoch [206][3580/3757] lr: 9.477e-03, eta: 1 day, 19:38:50, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7906, loss_cls: 1.9099, loss: 1.9099, grad_norm: 5.2199 2020-08-06 09:40:26,441 - mmaction - INFO - Epoch [206][3600/3757] lr: 9.477e-03, eta: 1 day, 19:38:32, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7711, loss_cls: 1.9466, loss: 1.9466, grad_norm: 5.1364 2020-08-06 09:40:42,279 - mmaction - INFO - Epoch [206][3620/3757] lr: 9.477e-03, eta: 1 day, 19:38:15, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7648, loss_cls: 1.9693, loss: 1.9693, grad_norm: 5.2487 2020-08-06 09:40:58,101 - mmaction - INFO - Epoch [206][3640/3757] lr: 9.477e-03, eta: 1 day, 19:37:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5008, top5_acc: 0.7266, loss_cls: 2.1953, loss: 2.1953, grad_norm: 5.3542 2020-08-06 09:41:13,880 - mmaction - INFO - Epoch [206][3660/3757] lr: 9.477e-03, eta: 1 day, 19:37:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7648, loss_cls: 1.9365, loss: 1.9365, grad_norm: 5.0671 2020-08-06 09:41:29,675 - mmaction - INFO - Epoch [206][3680/3757] lr: 9.477e-03, eta: 1 day, 19:37:23, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7672, loss_cls: 1.9718, loss: 1.9718, grad_norm: 5.3760 2020-08-06 09:41:45,480 - mmaction - INFO - Epoch [206][3700/3757] lr: 9.477e-03, eta: 1 day, 19:37:06, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7766, loss_cls: 1.9721, loss: 1.9721, grad_norm: 5.2669 2020-08-06 09:42:01,242 - mmaction - INFO - Epoch [206][3720/3757] lr: 9.477e-03, eta: 1 day, 19:36:49, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7609, loss_cls: 2.0258, loss: 2.0258, grad_norm: 5.4731 2020-08-06 09:42:17,011 - mmaction - INFO - Epoch [206][3740/3757] lr: 9.477e-03, eta: 1 day, 19:36:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7391, loss_cls: 2.1569, loss: 2.1569, grad_norm: 5.4549 2020-08-06 09:44:51,079 - mmaction - INFO - Epoch [207][20/3757] lr: 9.121e-03, eta: 1 day, 19:37:08, time: 6.796, data_time: 5.991, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7742, loss_cls: 1.9830, loss: 1.9830, grad_norm: 5.1752 2020-08-06 09:45:06,853 - mmaction - INFO - Epoch [207][40/3757] lr: 9.121e-03, eta: 1 day, 19:36:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7672, loss_cls: 1.9593, loss: 1.9593, grad_norm: 5.2491 2020-08-06 09:45:22,568 - mmaction - INFO - Epoch [207][60/3757] lr: 9.121e-03, eta: 1 day, 19:36:33, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7625, loss_cls: 1.9479, loss: 1.9479, grad_norm: 5.1877 2020-08-06 09:45:38,508 - mmaction - INFO - Epoch [207][80/3757] lr: 9.121e-03, eta: 1 day, 19:36:16, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7727, loss_cls: 1.8960, loss: 1.8960, grad_norm: 5.0798 2020-08-06 09:45:54,243 - mmaction - INFO - Epoch [207][100/3757] lr: 9.121e-03, eta: 1 day, 19:35:58, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7562, loss_cls: 2.0090, loss: 2.0090, grad_norm: 5.2947 2020-08-06 09:46:10,169 - mmaction - INFO - Epoch [207][120/3757] lr: 9.121e-03, eta: 1 day, 19:35:41, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7867, loss_cls: 1.8585, loss: 1.8585, grad_norm: 5.2093 2020-08-06 09:46:25,924 - mmaction - INFO - Epoch [207][140/3757] lr: 9.121e-03, eta: 1 day, 19:35:24, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7656, loss_cls: 1.9332, loss: 1.9332, grad_norm: 5.2724 2020-08-06 09:46:41,844 - mmaction - INFO - Epoch [207][160/3757] lr: 9.121e-03, eta: 1 day, 19:35:07, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5820, top5_acc: 0.7898, loss_cls: 1.8412, loss: 1.8412, grad_norm: 5.0573 2020-08-06 09:46:57,635 - mmaction - INFO - Epoch [207][180/3757] lr: 9.121e-03, eta: 1 day, 19:34:49, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7742, loss_cls: 1.9224, loss: 1.9224, grad_norm: 5.2640 2020-08-06 09:47:13,564 - mmaction - INFO - Epoch [207][200/3757] lr: 9.121e-03, eta: 1 day, 19:34:32, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7828, loss_cls: 1.9412, loss: 1.9412, grad_norm: 5.3660 2020-08-06 09:47:29,302 - mmaction - INFO - Epoch [207][220/3757] lr: 9.121e-03, eta: 1 day, 19:34:15, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 2.0387, loss: 2.0387, grad_norm: 5.4613 2020-08-06 09:47:45,123 - mmaction - INFO - Epoch [207][240/3757] lr: 9.121e-03, eta: 1 day, 19:33:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7773, loss_cls: 2.0259, loss: 2.0259, grad_norm: 5.4165 2020-08-06 09:48:00,890 - mmaction - INFO - Epoch [207][260/3757] lr: 9.121e-03, eta: 1 day, 19:33:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7625, loss_cls: 2.0053, loss: 2.0053, grad_norm: 5.2510 2020-08-06 09:48:16,697 - mmaction - INFO - Epoch [207][280/3757] lr: 9.121e-03, eta: 1 day, 19:33:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7609, loss_cls: 2.0205, loss: 2.0205, grad_norm: 5.4046 2020-08-06 09:48:32,532 - mmaction - INFO - Epoch [207][300/3757] lr: 9.121e-03, eta: 1 day, 19:33:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 1.9845, loss: 1.9845, grad_norm: 5.2674 2020-08-06 09:48:48,338 - mmaction - INFO - Epoch [207][320/3757] lr: 9.121e-03, eta: 1 day, 19:32:48, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7594, loss_cls: 1.9928, loss: 1.9928, grad_norm: 5.2758 2020-08-06 09:49:04,166 - mmaction - INFO - Epoch [207][340/3757] lr: 9.121e-03, eta: 1 day, 19:32:31, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7367, loss_cls: 2.0981, loss: 2.0981, grad_norm: 5.4166 2020-08-06 09:49:19,853 - mmaction - INFO - Epoch [207][360/3757] lr: 9.121e-03, eta: 1 day, 19:32:14, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7758, loss_cls: 1.9067, loss: 1.9067, grad_norm: 5.2644 2020-08-06 09:49:35,711 - mmaction - INFO - Epoch [207][380/3757] lr: 9.121e-03, eta: 1 day, 19:31:56, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7531, loss_cls: 2.0886, loss: 2.0886, grad_norm: 5.5108 2020-08-06 09:49:51,390 - mmaction - INFO - Epoch [207][400/3757] lr: 9.121e-03, eta: 1 day, 19:31:39, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5023, top5_acc: 0.7500, loss_cls: 2.0877, loss: 2.0877, grad_norm: 5.4512 2020-08-06 09:50:07,465 - mmaction - INFO - Epoch [207][420/3757] lr: 9.121e-03, eta: 1 day, 19:31:22, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7734, loss_cls: 1.9494, loss: 1.9494, grad_norm: 5.2520 2020-08-06 09:50:23,224 - mmaction - INFO - Epoch [207][440/3757] lr: 9.121e-03, eta: 1 day, 19:31:04, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7672, loss_cls: 2.0031, loss: 2.0031, grad_norm: 5.2752 2020-08-06 09:50:39,091 - mmaction - INFO - Epoch [207][460/3757] lr: 9.121e-03, eta: 1 day, 19:30:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7641, loss_cls: 1.9793, loss: 1.9793, grad_norm: 5.1960 2020-08-06 09:50:54,778 - mmaction - INFO - Epoch [207][480/3757] lr: 9.121e-03, eta: 1 day, 19:30:30, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7609, loss_cls: 2.0210, loss: 2.0210, grad_norm: 5.2799 2020-08-06 09:51:10,600 - mmaction - INFO - Epoch [207][500/3757] lr: 9.121e-03, eta: 1 day, 19:30:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7414, loss_cls: 2.0683, loss: 2.0683, grad_norm: 5.1599 2020-08-06 09:51:26,393 - mmaction - INFO - Epoch [207][520/3757] lr: 9.121e-03, eta: 1 day, 19:29:55, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7555, loss_cls: 2.0221, loss: 2.0221, grad_norm: 5.1831 2020-08-06 09:51:42,199 - mmaction - INFO - Epoch [207][540/3757] lr: 9.121e-03, eta: 1 day, 19:29:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7664, loss_cls: 2.0357, loss: 2.0357, grad_norm: 5.3126 2020-08-06 09:51:58,043 - mmaction - INFO - Epoch [207][560/3757] lr: 9.121e-03, eta: 1 day, 19:29:21, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7602, loss_cls: 2.0277, loss: 2.0277, grad_norm: 5.4784 2020-08-06 09:52:13,744 - mmaction - INFO - Epoch [207][580/3757] lr: 9.121e-03, eta: 1 day, 19:29:03, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7602, loss_cls: 1.9461, loss: 1.9461, grad_norm: 5.3293 2020-08-06 09:52:29,654 - mmaction - INFO - Epoch [207][600/3757] lr: 9.121e-03, eta: 1 day, 19:28:46, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7617, loss_cls: 2.0148, loss: 2.0148, grad_norm: 5.2209 2020-08-06 09:52:45,355 - mmaction - INFO - Epoch [207][620/3757] lr: 9.121e-03, eta: 1 day, 19:28:29, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7711, loss_cls: 1.9695, loss: 1.9695, grad_norm: 5.2376 2020-08-06 09:53:01,350 - mmaction - INFO - Epoch [207][640/3757] lr: 9.121e-03, eta: 1 day, 19:28:12, time: 0.800, data_time: 0.014, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7461, loss_cls: 2.0538, loss: 2.0538, grad_norm: 5.3158 2020-08-06 09:53:17,554 - mmaction - INFO - Epoch [207][660/3757] lr: 9.121e-03, eta: 1 day, 19:27:54, time: 0.810, data_time: 0.024, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7711, loss_cls: 1.9377, loss: 1.9377, grad_norm: 5.1792 2020-08-06 09:53:33,332 - mmaction - INFO - Epoch [207][680/3757] lr: 9.121e-03, eta: 1 day, 19:27:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7977, loss_cls: 1.8304, loss: 1.8304, grad_norm: 5.1932 2020-08-06 09:53:49,180 - mmaction - INFO - Epoch [207][700/3757] lr: 9.121e-03, eta: 1 day, 19:27:20, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7625, loss_cls: 1.9844, loss: 1.9844, grad_norm: 5.1920 2020-08-06 09:54:04,965 - mmaction - INFO - Epoch [207][720/3757] lr: 9.121e-03, eta: 1 day, 19:27:03, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7531, loss_cls: 2.0118, loss: 2.0118, grad_norm: 5.4126 2020-08-06 09:54:20,772 - mmaction - INFO - Epoch [207][740/3757] lr: 9.121e-03, eta: 1 day, 19:26:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7680, loss_cls: 2.0211, loss: 2.0211, grad_norm: 5.2691 2020-08-06 09:54:36,638 - mmaction - INFO - Epoch [207][760/3757] lr: 9.121e-03, eta: 1 day, 19:26:28, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7398, loss_cls: 2.1412, loss: 2.1412, grad_norm: 5.5620 2020-08-06 09:54:52,429 - mmaction - INFO - Epoch [207][780/3757] lr: 9.121e-03, eta: 1 day, 19:26:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7727, loss_cls: 1.9424, loss: 1.9424, grad_norm: 5.2340 2020-08-06 09:55:08,220 - mmaction - INFO - Epoch [207][800/3757] lr: 9.121e-03, eta: 1 day, 19:25:53, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7625, loss_cls: 1.9769, loss: 1.9769, grad_norm: 5.3599 2020-08-06 09:55:24,031 - mmaction - INFO - Epoch [207][820/3757] lr: 9.121e-03, eta: 1 day, 19:25:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7414, loss_cls: 2.0707, loss: 2.0707, grad_norm: 5.3578 2020-08-06 09:55:39,839 - mmaction - INFO - Epoch [207][840/3757] lr: 9.121e-03, eta: 1 day, 19:25:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7523, loss_cls: 2.0544, loss: 2.0544, grad_norm: 5.2025 2020-08-06 09:55:55,771 - mmaction - INFO - Epoch [207][860/3757] lr: 9.121e-03, eta: 1 day, 19:25:02, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7594, loss_cls: 1.9790, loss: 1.9790, grad_norm: 5.0785 2020-08-06 09:56:11,529 - mmaction - INFO - Epoch [207][880/3757] lr: 9.121e-03, eta: 1 day, 19:24:44, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7562, loss_cls: 1.9891, loss: 1.9891, grad_norm: 5.2009 2020-08-06 09:56:27,318 - mmaction - INFO - Epoch [207][900/3757] lr: 9.121e-03, eta: 1 day, 19:24:27, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7781, loss_cls: 1.8944, loss: 1.8944, grad_norm: 5.2046 2020-08-06 09:56:43,683 - mmaction - INFO - Epoch [207][920/3757] lr: 9.121e-03, eta: 1 day, 19:24:10, time: 0.818, data_time: 0.003, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7750, loss_cls: 2.0487, loss: 2.0487, grad_norm: 5.4705 2020-08-06 09:56:59,789 - mmaction - INFO - Epoch [207][940/3757] lr: 9.121e-03, eta: 1 day, 19:23:53, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7672, loss_cls: 1.9949, loss: 1.9949, grad_norm: 5.1082 2020-08-06 09:57:15,566 - mmaction - INFO - Epoch [207][960/3757] lr: 9.121e-03, eta: 1 day, 19:23:36, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7859, loss_cls: 1.9442, loss: 1.9442, grad_norm: 5.2082 2020-08-06 09:57:31,342 - mmaction - INFO - Epoch [207][980/3757] lr: 9.121e-03, eta: 1 day, 19:23:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.9664, loss: 1.9664, grad_norm: 5.2574 2020-08-06 09:57:47,236 - mmaction - INFO - Epoch [207][1000/3757] lr: 9.121e-03, eta: 1 day, 19:23:01, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7805, loss_cls: 1.9708, loss: 1.9708, grad_norm: 5.2013 2020-08-06 09:58:03,765 - mmaction - INFO - Epoch [207][1020/3757] lr: 9.121e-03, eta: 1 day, 19:22:44, time: 0.825, data_time: 0.003, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7797, loss_cls: 1.9099, loss: 1.9099, grad_norm: 5.2049 2020-08-06 09:58:24,887 - mmaction - INFO - Epoch [207][1040/3757] lr: 9.121e-03, eta: 1 day, 19:22:30, time: 1.057, data_time: 0.266, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7500, loss_cls: 2.0212, loss: 2.0212, grad_norm: 5.3659 2020-08-06 09:58:40,809 - mmaction - INFO - Epoch [207][1060/3757] lr: 9.121e-03, eta: 1 day, 19:22:13, time: 0.795, data_time: 0.007, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7773, loss_cls: 1.9342, loss: 1.9342, grad_norm: 5.2825 2020-08-06 09:58:59,725 - mmaction - INFO - Epoch [207][1080/3757] lr: 9.121e-03, eta: 1 day, 19:21:58, time: 0.947, data_time: 0.005, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7664, loss_cls: 1.9959, loss: 1.9959, grad_norm: 5.3577 2020-08-06 09:59:15,420 - mmaction - INFO - Epoch [207][1100/3757] lr: 9.121e-03, eta: 1 day, 19:21:40, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7695, loss_cls: 1.9476, loss: 1.9476, grad_norm: 5.2748 2020-08-06 09:59:31,628 - mmaction - INFO - Epoch [207][1120/3757] lr: 9.121e-03, eta: 1 day, 19:21:23, time: 0.811, data_time: 0.003, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7648, loss_cls: 1.9660, loss: 1.9660, grad_norm: 5.2937 2020-08-06 09:59:48,841 - mmaction - INFO - Epoch [207][1140/3757] lr: 9.121e-03, eta: 1 day, 19:21:07, time: 0.859, data_time: 0.001, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7695, loss_cls: 2.0000, loss: 2.0000, grad_norm: 5.2690 2020-08-06 10:00:11,649 - mmaction - INFO - Epoch [207][1160/3757] lr: 9.121e-03, eta: 1 day, 19:20:54, time: 1.128, data_time: 0.006, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7703, loss_cls: 2.0271, loss: 2.0271, grad_norm: 5.3711 2020-08-06 10:00:28,361 - mmaction - INFO - Epoch [207][1180/3757] lr: 9.121e-03, eta: 1 day, 19:20:37, time: 0.849, data_time: 0.019, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7695, loss_cls: 1.9579, loss: 1.9579, grad_norm: 5.5320 2020-08-06 10:00:45,211 - mmaction - INFO - Epoch [207][1200/3757] lr: 9.121e-03, eta: 1 day, 19:20:21, time: 0.842, data_time: 0.008, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7758, loss_cls: 1.9694, loss: 1.9694, grad_norm: 5.2621 2020-08-06 10:01:01,120 - mmaction - INFO - Epoch [207][1220/3757] lr: 9.121e-03, eta: 1 day, 19:20:03, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7547, loss_cls: 2.0934, loss: 2.0934, grad_norm: 5.5277 2020-08-06 10:01:21,941 - mmaction - INFO - Epoch [207][1240/3757] lr: 9.121e-03, eta: 1 day, 19:19:49, time: 1.042, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7641, loss_cls: 1.9859, loss: 1.9859, grad_norm: 5.3157 2020-08-06 10:01:38,332 - mmaction - INFO - Epoch [207][1260/3757] lr: 9.121e-03, eta: 1 day, 19:19:32, time: 0.819, data_time: 0.027, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7617, loss_cls: 1.9927, loss: 1.9927, grad_norm: 5.4237 2020-08-06 10:01:54,681 - mmaction - INFO - Epoch [207][1280/3757] lr: 9.121e-03, eta: 1 day, 19:19:15, time: 0.817, data_time: 0.015, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7727, loss_cls: 1.9738, loss: 1.9738, grad_norm: 5.2774 2020-08-06 10:02:10,911 - mmaction - INFO - Epoch [207][1300/3757] lr: 9.121e-03, eta: 1 day, 19:18:58, time: 0.811, data_time: 0.022, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7570, loss_cls: 2.0371, loss: 2.0371, grad_norm: 5.2930 2020-08-06 10:02:26,673 - mmaction - INFO - Epoch [207][1320/3757] lr: 9.121e-03, eta: 1 day, 19:18:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7539, loss_cls: 2.1064, loss: 2.1064, grad_norm: 5.3971 2020-08-06 10:02:42,438 - mmaction - INFO - Epoch [207][1340/3757] lr: 9.121e-03, eta: 1 day, 19:18:24, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7625, loss_cls: 1.9747, loss: 1.9747, grad_norm: 5.1730 2020-08-06 10:02:58,240 - mmaction - INFO - Epoch [207][1360/3757] lr: 9.121e-03, eta: 1 day, 19:18:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7727, loss_cls: 1.9937, loss: 1.9937, grad_norm: 5.1536 2020-08-06 10:03:14,007 - mmaction - INFO - Epoch [207][1380/3757] lr: 9.121e-03, eta: 1 day, 19:17:49, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7711, loss_cls: 1.9959, loss: 1.9959, grad_norm: 5.1360 2020-08-06 10:03:29,844 - mmaction - INFO - Epoch [207][1400/3757] lr: 9.121e-03, eta: 1 day, 19:17:32, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7578, loss_cls: 1.9809, loss: 1.9809, grad_norm: 5.1361 2020-08-06 10:03:45,637 - mmaction - INFO - Epoch [207][1420/3757] lr: 9.121e-03, eta: 1 day, 19:17:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7992, loss_cls: 1.8069, loss: 1.8069, grad_norm: 5.1770 2020-08-06 10:04:01,415 - mmaction - INFO - Epoch [207][1440/3757] lr: 9.121e-03, eta: 1 day, 19:16:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7742, loss_cls: 1.9490, loss: 1.9490, grad_norm: 5.2826 2020-08-06 10:04:17,205 - mmaction - INFO - Epoch [207][1460/3757] lr: 9.121e-03, eta: 1 day, 19:16:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7758, loss_cls: 1.9398, loss: 1.9398, grad_norm: 5.3480 2020-08-06 10:04:33,116 - mmaction - INFO - Epoch [207][1480/3757] lr: 9.121e-03, eta: 1 day, 19:16:23, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7820, loss_cls: 1.8485, loss: 1.8485, grad_norm: 5.2037 2020-08-06 10:04:48,869 - mmaction - INFO - Epoch [207][1500/3757] lr: 9.121e-03, eta: 1 day, 19:16:05, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7633, loss_cls: 1.9997, loss: 1.9997, grad_norm: 5.3846 2020-08-06 10:05:04,672 - mmaction - INFO - Epoch [207][1520/3757] lr: 9.121e-03, eta: 1 day, 19:15:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7680, loss_cls: 2.0136, loss: 2.0136, grad_norm: 5.3983 2020-08-06 10:05:20,380 - mmaction - INFO - Epoch [207][1540/3757] lr: 9.121e-03, eta: 1 day, 19:15:31, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7656, loss_cls: 2.0031, loss: 2.0031, grad_norm: 5.2027 2020-08-06 10:05:36,164 - mmaction - INFO - Epoch [207][1560/3757] lr: 9.121e-03, eta: 1 day, 19:15:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7586, loss_cls: 1.9826, loss: 1.9826, grad_norm: 5.3164 2020-08-06 10:05:51,966 - mmaction - INFO - Epoch [207][1580/3757] lr: 9.121e-03, eta: 1 day, 19:14:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7641, loss_cls: 1.9989, loss: 1.9989, grad_norm: 5.4313 2020-08-06 10:06:07,751 - mmaction - INFO - Epoch [207][1600/3757] lr: 9.121e-03, eta: 1 day, 19:14:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7727, loss_cls: 2.0089, loss: 2.0089, grad_norm: 5.4906 2020-08-06 10:06:23,557 - mmaction - INFO - Epoch [207][1620/3757] lr: 9.121e-03, eta: 1 day, 19:14:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7859, loss_cls: 1.8790, loss: 1.8790, grad_norm: 5.1544 2020-08-06 10:06:39,358 - mmaction - INFO - Epoch [207][1640/3757] lr: 9.121e-03, eta: 1 day, 19:14:04, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7484, loss_cls: 1.9874, loss: 1.9874, grad_norm: 5.4147 2020-08-06 10:06:55,142 - mmaction - INFO - Epoch [207][1660/3757] lr: 9.121e-03, eta: 1 day, 19:13:47, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7547, loss_cls: 2.0741, loss: 2.0741, grad_norm: 5.3697 2020-08-06 10:07:10,950 - mmaction - INFO - Epoch [207][1680/3757] lr: 9.121e-03, eta: 1 day, 19:13:30, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7578, loss_cls: 1.9817, loss: 1.9817, grad_norm: 5.4143 2020-08-06 10:07:26,771 - mmaction - INFO - Epoch [207][1700/3757] lr: 9.121e-03, eta: 1 day, 19:13:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7484, loss_cls: 2.0122, loss: 2.0122, grad_norm: 5.1998 2020-08-06 10:07:42,545 - mmaction - INFO - Epoch [207][1720/3757] lr: 9.121e-03, eta: 1 day, 19:12:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7578, loss_cls: 2.0574, loss: 2.0574, grad_norm: 5.2821 2020-08-06 10:07:58,359 - mmaction - INFO - Epoch [207][1740/3757] lr: 9.121e-03, eta: 1 day, 19:12:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.0926, loss: 2.0926, grad_norm: 5.2677 2020-08-06 10:08:14,106 - mmaction - INFO - Epoch [207][1760/3757] lr: 9.121e-03, eta: 1 day, 19:12:20, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7711, loss_cls: 2.0095, loss: 2.0095, grad_norm: 5.2519 2020-08-06 10:08:29,948 - mmaction - INFO - Epoch [207][1780/3757] lr: 9.121e-03, eta: 1 day, 19:12:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7422, loss_cls: 2.1506, loss: 2.1506, grad_norm: 5.4433 2020-08-06 10:08:45,715 - mmaction - INFO - Epoch [207][1800/3757] lr: 9.121e-03, eta: 1 day, 19:11:46, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7695, loss_cls: 1.9668, loss: 1.9668, grad_norm: 5.2003 2020-08-06 10:09:01,698 - mmaction - INFO - Epoch [207][1820/3757] lr: 9.121e-03, eta: 1 day, 19:11:29, time: 0.799, data_time: 0.013, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7625, loss_cls: 2.0133, loss: 2.0133, grad_norm: 5.2628 2020-08-06 10:09:17,493 - mmaction - INFO - Epoch [207][1840/3757] lr: 9.121e-03, eta: 1 day, 19:11:11, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7500, loss_cls: 2.0060, loss: 2.0060, grad_norm: 5.3616 2020-08-06 10:09:33,310 - mmaction - INFO - Epoch [207][1860/3757] lr: 9.121e-03, eta: 1 day, 19:10:54, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7508, loss_cls: 2.0454, loss: 2.0454, grad_norm: 5.4247 2020-08-06 10:09:49,098 - mmaction - INFO - Epoch [207][1880/3757] lr: 9.121e-03, eta: 1 day, 19:10:37, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7727, loss_cls: 1.9424, loss: 1.9424, grad_norm: 5.2791 2020-08-06 10:10:04,982 - mmaction - INFO - Epoch [207][1900/3757] lr: 9.121e-03, eta: 1 day, 19:10:20, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7703, loss_cls: 1.9501, loss: 1.9501, grad_norm: 5.5088 2020-08-06 10:10:20,701 - mmaction - INFO - Epoch [207][1920/3757] lr: 9.121e-03, eta: 1 day, 19:10:02, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7508, loss_cls: 2.0626, loss: 2.0626, grad_norm: 5.3845 2020-08-06 10:10:36,492 - mmaction - INFO - Epoch [207][1940/3757] lr: 9.121e-03, eta: 1 day, 19:09:45, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7539, loss_cls: 2.0350, loss: 2.0350, grad_norm: 5.3728 2020-08-06 10:10:52,282 - mmaction - INFO - Epoch [207][1960/3757] lr: 9.121e-03, eta: 1 day, 19:09:28, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7656, loss_cls: 1.9891, loss: 1.9891, grad_norm: 5.3400 2020-08-06 10:11:08,022 - mmaction - INFO - Epoch [207][1980/3757] lr: 9.121e-03, eta: 1 day, 19:09:10, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7578, loss_cls: 1.9846, loss: 1.9846, grad_norm: 5.2955 2020-08-06 10:11:23,860 - mmaction - INFO - Epoch [207][2000/3757] lr: 9.121e-03, eta: 1 day, 19:08:53, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 2.0191, loss: 2.0191, grad_norm: 5.3943 2020-08-06 10:11:39,584 - mmaction - INFO - Epoch [207][2020/3757] lr: 9.121e-03, eta: 1 day, 19:08:36, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7617, loss_cls: 2.0245, loss: 2.0245, grad_norm: 5.2940 2020-08-06 10:11:55,400 - mmaction - INFO - Epoch [207][2040/3757] lr: 9.121e-03, eta: 1 day, 19:08:18, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7812, loss_cls: 1.9260, loss: 1.9260, grad_norm: 5.2398 2020-08-06 10:12:11,124 - mmaction - INFO - Epoch [207][2060/3757] lr: 9.121e-03, eta: 1 day, 19:08:01, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7453, loss_cls: 2.0680, loss: 2.0680, grad_norm: 5.5099 2020-08-06 10:12:26,794 - mmaction - INFO - Epoch [207][2080/3757] lr: 9.121e-03, eta: 1 day, 19:07:44, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7758, loss_cls: 1.9130, loss: 1.9130, grad_norm: 5.2678 2020-08-06 10:12:42,564 - mmaction - INFO - Epoch [207][2100/3757] lr: 9.121e-03, eta: 1 day, 19:07:26, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7539, loss_cls: 2.0255, loss: 2.0255, grad_norm: 5.4102 2020-08-06 10:12:58,382 - mmaction - INFO - Epoch [207][2120/3757] lr: 9.121e-03, eta: 1 day, 19:07:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.9518, loss: 1.9518, grad_norm: 5.2740 2020-08-06 10:13:14,243 - mmaction - INFO - Epoch [207][2140/3757] lr: 9.121e-03, eta: 1 day, 19:06:52, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7352, loss_cls: 2.1432, loss: 2.1432, grad_norm: 5.7132 2020-08-06 10:13:29,937 - mmaction - INFO - Epoch [207][2160/3757] lr: 9.121e-03, eta: 1 day, 19:06:35, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7391, loss_cls: 2.0970, loss: 2.0970, grad_norm: 5.3157 2020-08-06 10:13:45,636 - mmaction - INFO - Epoch [207][2180/3757] lr: 9.121e-03, eta: 1 day, 19:06:17, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7688, loss_cls: 1.9956, loss: 1.9956, grad_norm: 5.2878 2020-08-06 10:14:01,511 - mmaction - INFO - Epoch [207][2200/3757] lr: 9.121e-03, eta: 1 day, 19:06:00, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7672, loss_cls: 2.0560, loss: 2.0560, grad_norm: 5.4956 2020-08-06 10:14:17,354 - mmaction - INFO - Epoch [207][2220/3757] lr: 9.121e-03, eta: 1 day, 19:05:43, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7375, loss_cls: 2.0158, loss: 2.0158, grad_norm: 5.2697 2020-08-06 10:14:33,130 - mmaction - INFO - Epoch [207][2240/3757] lr: 9.121e-03, eta: 1 day, 19:05:25, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7742, loss_cls: 1.9270, loss: 1.9270, grad_norm: 5.3611 2020-08-06 10:14:48,924 - mmaction - INFO - Epoch [207][2260/3757] lr: 9.121e-03, eta: 1 day, 19:05:08, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7352, loss_cls: 2.1660, loss: 2.1660, grad_norm: 5.5598 2020-08-06 10:15:04,833 - mmaction - INFO - Epoch [207][2280/3757] lr: 9.121e-03, eta: 1 day, 19:04:51, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7828, loss_cls: 1.9199, loss: 1.9199, grad_norm: 5.2060 2020-08-06 10:15:20,510 - mmaction - INFO - Epoch [207][2300/3757] lr: 9.121e-03, eta: 1 day, 19:04:33, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7477, loss_cls: 2.0179, loss: 2.0179, grad_norm: 5.2728 2020-08-06 10:15:36,368 - mmaction - INFO - Epoch [207][2320/3757] lr: 9.121e-03, eta: 1 day, 19:04:16, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7703, loss_cls: 1.9737, loss: 1.9737, grad_norm: 5.3051 2020-08-06 10:15:52,207 - mmaction - INFO - Epoch [207][2340/3757] lr: 9.121e-03, eta: 1 day, 19:03:59, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7523, loss_cls: 2.0979, loss: 2.0979, grad_norm: 5.4092 2020-08-06 10:16:08,075 - mmaction - INFO - Epoch [207][2360/3757] lr: 9.121e-03, eta: 1 day, 19:03:42, time: 0.793, data_time: 0.011, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7641, loss_cls: 1.9602, loss: 1.9602, grad_norm: 5.1194 2020-08-06 10:16:23,860 - mmaction - INFO - Epoch [207][2380/3757] lr: 9.121e-03, eta: 1 day, 19:03:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7680, loss_cls: 1.9782, loss: 1.9782, grad_norm: 5.2642 2020-08-06 10:16:39,672 - mmaction - INFO - Epoch [207][2400/3757] lr: 9.121e-03, eta: 1 day, 19:03:07, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7789, loss_cls: 1.9079, loss: 1.9079, grad_norm: 5.2088 2020-08-06 10:16:55,494 - mmaction - INFO - Epoch [207][2420/3757] lr: 9.121e-03, eta: 1 day, 19:02:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7617, loss_cls: 2.0889, loss: 2.0889, grad_norm: 5.5078 2020-08-06 10:17:11,289 - mmaction - INFO - Epoch [207][2440/3757] lr: 9.121e-03, eta: 1 day, 19:02:33, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7297, loss_cls: 2.1606, loss: 2.1606, grad_norm: 5.4803 2020-08-06 10:17:27,109 - mmaction - INFO - Epoch [207][2460/3757] lr: 9.121e-03, eta: 1 day, 19:02:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7523, loss_cls: 2.0745, loss: 2.0745, grad_norm: 5.3320 2020-08-06 10:17:42,918 - mmaction - INFO - Epoch [207][2480/3757] lr: 9.121e-03, eta: 1 day, 19:01:58, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7445, loss_cls: 2.0824, loss: 2.0824, grad_norm: 5.3528 2020-08-06 10:17:58,713 - mmaction - INFO - Epoch [207][2500/3757] lr: 9.121e-03, eta: 1 day, 19:01:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7555, loss_cls: 1.9889, loss: 1.9889, grad_norm: 5.1699 2020-08-06 10:18:14,508 - mmaction - INFO - Epoch [207][2520/3757] lr: 9.121e-03, eta: 1 day, 19:01:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7680, loss_cls: 1.9735, loss: 1.9735, grad_norm: 5.3228 2020-08-06 10:18:30,292 - mmaction - INFO - Epoch [207][2540/3757] lr: 9.121e-03, eta: 1 day, 19:01:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7797, loss_cls: 1.9378, loss: 1.9378, grad_norm: 5.4239 2020-08-06 10:18:46,072 - mmaction - INFO - Epoch [207][2560/3757] lr: 9.121e-03, eta: 1 day, 19:00:49, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7570, loss_cls: 2.0311, loss: 2.0311, grad_norm: 5.4214 2020-08-06 10:19:01,887 - mmaction - INFO - Epoch [207][2580/3757] lr: 9.121e-03, eta: 1 day, 19:00:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7680, loss_cls: 2.0022, loss: 2.0022, grad_norm: 5.2853 2020-08-06 10:19:18,526 - mmaction - INFO - Epoch [207][2600/3757] lr: 9.121e-03, eta: 1 day, 19:00:15, time: 0.832, data_time: 0.002, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7664, loss_cls: 2.0056, loss: 2.0056, grad_norm: 5.4590 2020-08-06 10:19:35,471 - mmaction - INFO - Epoch [207][2620/3757] lr: 9.121e-03, eta: 1 day, 18:59:58, time: 0.847, data_time: 0.057, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7617, loss_cls: 2.0145, loss: 2.0145, grad_norm: 5.4439 2020-08-06 10:19:51,948 - mmaction - INFO - Epoch [207][2640/3757] lr: 9.121e-03, eta: 1 day, 18:59:41, time: 0.823, data_time: 0.003, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7508, loss_cls: 2.0461, loss: 2.0461, grad_norm: 5.4600 2020-08-06 10:20:11,900 - mmaction - INFO - Epoch [207][2660/3757] lr: 9.121e-03, eta: 1 day, 18:59:27, time: 0.997, data_time: 0.206, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7570, loss_cls: 2.0585, loss: 2.0585, grad_norm: 5.3305 2020-08-06 10:20:31,814 - mmaction - INFO - Epoch [207][2680/3757] lr: 9.121e-03, eta: 1 day, 18:59:12, time: 0.996, data_time: 0.003, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7375, loss_cls: 2.1333, loss: 2.1333, grad_norm: 5.2885 2020-08-06 10:20:48,636 - mmaction - INFO - Epoch [207][2700/3757] lr: 9.121e-03, eta: 1 day, 18:58:55, time: 0.840, data_time: 0.001, memory: 6192, top1_acc: 0.5148, top5_acc: 0.7617, loss_cls: 2.0459, loss: 2.0459, grad_norm: 5.3799 2020-08-06 10:21:04,483 - mmaction - INFO - Epoch [207][2720/3757] lr: 9.121e-03, eta: 1 day, 18:58:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7555, loss_cls: 2.0524, loss: 2.0524, grad_norm: 5.3423 2020-08-06 10:21:20,304 - mmaction - INFO - Epoch [207][2740/3757] lr: 9.121e-03, eta: 1 day, 18:58:21, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7586, loss_cls: 2.0138, loss: 2.0138, grad_norm: 5.1348 2020-08-06 10:21:36,149 - mmaction - INFO - Epoch [207][2760/3757] lr: 9.121e-03, eta: 1 day, 18:58:03, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7867, loss_cls: 1.8902, loss: 1.8902, grad_norm: 5.3153 2020-08-06 10:21:51,965 - mmaction - INFO - Epoch [207][2780/3757] lr: 9.121e-03, eta: 1 day, 18:57:46, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7680, loss_cls: 1.9686, loss: 1.9686, grad_norm: 5.3569 2020-08-06 10:22:07,854 - mmaction - INFO - Epoch [207][2800/3757] lr: 9.121e-03, eta: 1 day, 18:57:29, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7703, loss_cls: 1.9731, loss: 1.9731, grad_norm: 5.2039 2020-08-06 10:22:23,796 - mmaction - INFO - Epoch [207][2820/3757] lr: 9.121e-03, eta: 1 day, 18:57:12, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 1.9738, loss: 1.9738, grad_norm: 5.3382 2020-08-06 10:22:39,625 - mmaction - INFO - Epoch [207][2840/3757] lr: 9.121e-03, eta: 1 day, 18:56:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7492, loss_cls: 2.0329, loss: 2.0329, grad_norm: 5.2966 2020-08-06 10:22:55,575 - mmaction - INFO - Epoch [207][2860/3757] lr: 9.121e-03, eta: 1 day, 18:56:37, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7680, loss_cls: 1.9475, loss: 1.9475, grad_norm: 5.4151 2020-08-06 10:23:11,559 - mmaction - INFO - Epoch [207][2880/3757] lr: 9.121e-03, eta: 1 day, 18:56:20, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7672, loss_cls: 1.9746, loss: 1.9746, grad_norm: 5.2862 2020-08-06 10:23:27,376 - mmaction - INFO - Epoch [207][2900/3757] lr: 9.121e-03, eta: 1 day, 18:56:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7648, loss_cls: 1.9927, loss: 1.9927, grad_norm: 5.3302 2020-08-06 10:23:43,113 - mmaction - INFO - Epoch [207][2920/3757] lr: 9.121e-03, eta: 1 day, 18:55:46, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7656, loss_cls: 2.0196, loss: 2.0196, grad_norm: 5.4360 2020-08-06 10:23:58,969 - mmaction - INFO - Epoch [207][2940/3757] lr: 9.121e-03, eta: 1 day, 18:55:28, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7648, loss_cls: 1.9845, loss: 1.9845, grad_norm: 5.3916 2020-08-06 10:24:14,780 - mmaction - INFO - Epoch [207][2960/3757] lr: 9.121e-03, eta: 1 day, 18:55:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.0922, loss: 2.0922, grad_norm: 5.4024 2020-08-06 10:24:30,672 - mmaction - INFO - Epoch [207][2980/3757] lr: 9.121e-03, eta: 1 day, 18:54:54, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7523, loss_cls: 2.0670, loss: 2.0670, grad_norm: 5.2762 2020-08-06 10:24:46,514 - mmaction - INFO - Epoch [207][3000/3757] lr: 9.121e-03, eta: 1 day, 18:54:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7648, loss_cls: 2.0109, loss: 2.0109, grad_norm: 5.2778 2020-08-06 10:25:02,364 - mmaction - INFO - Epoch [207][3020/3757] lr: 9.121e-03, eta: 1 day, 18:54:19, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7539, loss_cls: 2.0784, loss: 2.0784, grad_norm: 5.3246 2020-08-06 10:25:18,139 - mmaction - INFO - Epoch [207][3040/3757] lr: 9.121e-03, eta: 1 day, 18:54:02, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7484, loss_cls: 2.0463, loss: 2.0463, grad_norm: 5.3000 2020-08-06 10:25:34,042 - mmaction - INFO - Epoch [207][3060/3757] lr: 9.121e-03, eta: 1 day, 18:53:45, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7641, loss_cls: 2.0443, loss: 2.0443, grad_norm: 5.4207 2020-08-06 10:25:49,878 - mmaction - INFO - Epoch [207][3080/3757] lr: 9.121e-03, eta: 1 day, 18:53:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7648, loss_cls: 1.9595, loss: 1.9595, grad_norm: 5.2266 2020-08-06 10:26:05,703 - mmaction - INFO - Epoch [207][3100/3757] lr: 9.121e-03, eta: 1 day, 18:53:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7609, loss_cls: 2.0536, loss: 2.0536, grad_norm: 5.3997 2020-08-06 10:26:21,547 - mmaction - INFO - Epoch [207][3120/3757] lr: 9.121e-03, eta: 1 day, 18:52:53, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7508, loss_cls: 2.0427, loss: 2.0427, grad_norm: 5.3925 2020-08-06 10:26:37,336 - mmaction - INFO - Epoch [207][3140/3757] lr: 9.121e-03, eta: 1 day, 18:52:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7773, loss_cls: 1.9355, loss: 1.9355, grad_norm: 5.2696 2020-08-06 10:26:53,220 - mmaction - INFO - Epoch [207][3160/3757] lr: 9.121e-03, eta: 1 day, 18:52:18, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7594, loss_cls: 2.0269, loss: 2.0269, grad_norm: 5.4026 2020-08-06 10:27:08,954 - mmaction - INFO - Epoch [207][3180/3757] lr: 9.121e-03, eta: 1 day, 18:52:01, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7445, loss_cls: 2.0529, loss: 2.0529, grad_norm: 5.3458 2020-08-06 10:27:24,769 - mmaction - INFO - Epoch [207][3200/3757] lr: 9.121e-03, eta: 1 day, 18:51:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7578, loss_cls: 2.0655, loss: 2.0655, grad_norm: 5.2115 2020-08-06 10:27:41,007 - mmaction - INFO - Epoch [207][3220/3757] lr: 9.121e-03, eta: 1 day, 18:51:27, time: 0.811, data_time: 0.004, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7781, loss_cls: 1.9229, loss: 1.9229, grad_norm: 5.2295 2020-08-06 10:27:57,003 - mmaction - INFO - Epoch [207][3240/3757] lr: 9.121e-03, eta: 1 day, 18:51:10, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7422, loss_cls: 2.1032, loss: 2.1032, grad_norm: 5.2957 2020-08-06 10:28:12,853 - mmaction - INFO - Epoch [207][3260/3757] lr: 9.121e-03, eta: 1 day, 18:50:52, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7641, loss_cls: 1.9874, loss: 1.9874, grad_norm: 5.2913 2020-08-06 10:28:28,625 - mmaction - INFO - Epoch [207][3280/3757] lr: 9.121e-03, eta: 1 day, 18:50:35, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7539, loss_cls: 2.0253, loss: 2.0253, grad_norm: 5.3786 2020-08-06 10:28:44,403 - mmaction - INFO - Epoch [207][3300/3757] lr: 9.121e-03, eta: 1 day, 18:50:18, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7555, loss_cls: 2.1267, loss: 2.1267, grad_norm: 5.5440 2020-08-06 10:29:00,237 - mmaction - INFO - Epoch [207][3320/3757] lr: 9.121e-03, eta: 1 day, 18:50:01, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7484, loss_cls: 2.0445, loss: 2.0445, grad_norm: 5.3065 2020-08-06 10:29:15,941 - mmaction - INFO - Epoch [207][3340/3757] lr: 9.121e-03, eta: 1 day, 18:49:43, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7523, loss_cls: 2.0607, loss: 2.0607, grad_norm: 5.4605 2020-08-06 10:29:31,736 - mmaction - INFO - Epoch [207][3360/3757] lr: 9.121e-03, eta: 1 day, 18:49:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.4891, top5_acc: 0.7477, loss_cls: 2.1511, loss: 2.1511, grad_norm: 5.5742 2020-08-06 10:29:47,597 - mmaction - INFO - Epoch [207][3380/3757] lr: 9.121e-03, eta: 1 day, 18:49:09, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7695, loss_cls: 1.9643, loss: 1.9643, grad_norm: 5.2485 2020-08-06 10:30:03,417 - mmaction - INFO - Epoch [207][3400/3757] lr: 9.121e-03, eta: 1 day, 18:48:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7547, loss_cls: 2.0572, loss: 2.0572, grad_norm: 5.3989 2020-08-06 10:30:19,256 - mmaction - INFO - Epoch [207][3420/3757] lr: 9.121e-03, eta: 1 day, 18:48:34, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7555, loss_cls: 2.0700, loss: 2.0700, grad_norm: 5.1842 2020-08-06 10:30:35,076 - mmaction - INFO - Epoch [207][3440/3757] lr: 9.121e-03, eta: 1 day, 18:48:17, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7586, loss_cls: 2.0695, loss: 2.0695, grad_norm: 5.3908 2020-08-06 10:30:50,893 - mmaction - INFO - Epoch [207][3460/3757] lr: 9.121e-03, eta: 1 day, 18:48:00, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7812, loss_cls: 1.8875, loss: 1.8875, grad_norm: 5.2681 2020-08-06 10:31:06,727 - mmaction - INFO - Epoch [207][3480/3757] lr: 9.121e-03, eta: 1 day, 18:47:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7508, loss_cls: 2.0755, loss: 2.0755, grad_norm: 5.4792 2020-08-06 10:31:22,577 - mmaction - INFO - Epoch [207][3500/3757] lr: 9.121e-03, eta: 1 day, 18:47:25, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7664, loss_cls: 1.9728, loss: 1.9728, grad_norm: 5.3391 2020-08-06 10:31:38,455 - mmaction - INFO - Epoch [207][3520/3757] lr: 9.121e-03, eta: 1 day, 18:47:08, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7539, loss_cls: 2.0712, loss: 2.0712, grad_norm: 5.5262 2020-08-06 10:31:54,406 - mmaction - INFO - Epoch [207][3540/3757] lr: 9.121e-03, eta: 1 day, 18:46:51, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7703, loss_cls: 1.9445, loss: 1.9445, grad_norm: 5.3582 2020-08-06 10:32:10,271 - mmaction - INFO - Epoch [207][3560/3757] lr: 9.121e-03, eta: 1 day, 18:46:33, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7828, loss_cls: 1.9538, loss: 1.9538, grad_norm: 5.3219 2020-08-06 10:32:25,984 - mmaction - INFO - Epoch [207][3580/3757] lr: 9.121e-03, eta: 1 day, 18:46:16, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7586, loss_cls: 2.0770, loss: 2.0770, grad_norm: 5.4548 2020-08-06 10:32:41,971 - mmaction - INFO - Epoch [207][3600/3757] lr: 9.121e-03, eta: 1 day, 18:45:59, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7805, loss_cls: 1.9519, loss: 1.9519, grad_norm: 5.3093 2020-08-06 10:32:57,757 - mmaction - INFO - Epoch [207][3620/3757] lr: 9.121e-03, eta: 1 day, 18:45:42, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7422, loss_cls: 2.1050, loss: 2.1050, grad_norm: 5.3357 2020-08-06 10:33:13,571 - mmaction - INFO - Epoch [207][3640/3757] lr: 9.121e-03, eta: 1 day, 18:45:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7594, loss_cls: 2.0294, loss: 2.0294, grad_norm: 5.3067 2020-08-06 10:33:29,451 - mmaction - INFO - Epoch [207][3660/3757] lr: 9.121e-03, eta: 1 day, 18:45:07, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7602, loss_cls: 2.0177, loss: 2.0177, grad_norm: 5.4034 2020-08-06 10:33:45,340 - mmaction - INFO - Epoch [207][3680/3757] lr: 9.121e-03, eta: 1 day, 18:44:50, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7508, loss_cls: 2.0700, loss: 2.0700, grad_norm: 5.4465 2020-08-06 10:34:02,290 - mmaction - INFO - Epoch [207][3700/3757] lr: 9.121e-03, eta: 1 day, 18:44:33, time: 0.847, data_time: 0.004, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7625, loss_cls: 1.9937, loss: 1.9937, grad_norm: 5.2380 2020-08-06 10:34:19,175 - mmaction - INFO - Epoch [207][3720/3757] lr: 9.121e-03, eta: 1 day, 18:44:17, time: 0.845, data_time: 0.004, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7586, loss_cls: 2.0275, loss: 2.0275, grad_norm: 5.3483 2020-08-06 10:34:35,028 - mmaction - INFO - Epoch [207][3740/3757] lr: 9.121e-03, eta: 1 day, 18:44:00, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7672, loss_cls: 1.9875, loss: 1.9875, grad_norm: 5.3042 2020-08-06 10:37:33,299 - mmaction - INFO - Epoch [208][20/3757] lr: 8.771e-03, eta: 1 day, 18:44:47, time: 7.823, data_time: 7.026, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7453, loss_cls: 2.0454, loss: 2.0454, grad_norm: 5.4822 2020-08-06 10:37:49,179 - mmaction - INFO - Epoch [208][40/3757] lr: 8.771e-03, eta: 1 day, 18:44:29, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7555, loss_cls: 2.0906, loss: 2.0906, grad_norm: 5.4076 2020-08-06 10:38:05,095 - mmaction - INFO - Epoch [208][60/3757] lr: 8.771e-03, eta: 1 day, 18:44:12, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7727, loss_cls: 1.9756, loss: 1.9756, grad_norm: 5.2834 2020-08-06 10:38:20,911 - mmaction - INFO - Epoch [208][80/3757] lr: 8.771e-03, eta: 1 day, 18:43:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7922, loss_cls: 1.9036, loss: 1.9036, grad_norm: 5.3192 2020-08-06 10:38:36,735 - mmaction - INFO - Epoch [208][100/3757] lr: 8.771e-03, eta: 1 day, 18:43:37, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 1.9976, loss: 1.9976, grad_norm: 5.4648 2020-08-06 10:38:52,605 - mmaction - INFO - Epoch [208][120/3757] lr: 8.771e-03, eta: 1 day, 18:43:20, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7766, loss_cls: 1.9316, loss: 1.9316, grad_norm: 5.2807 2020-08-06 10:39:08,356 - mmaction - INFO - Epoch [208][140/3757] lr: 8.771e-03, eta: 1 day, 18:43:03, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7406, loss_cls: 2.0860, loss: 2.0860, grad_norm: 5.4302 2020-08-06 10:39:24,285 - mmaction - INFO - Epoch [208][160/3757] lr: 8.771e-03, eta: 1 day, 18:42:46, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7688, loss_cls: 1.9503, loss: 1.9503, grad_norm: 5.2931 2020-08-06 10:39:40,051 - mmaction - INFO - Epoch [208][180/3757] lr: 8.771e-03, eta: 1 day, 18:42:28, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7734, loss_cls: 1.9952, loss: 1.9952, grad_norm: 5.3017 2020-08-06 10:39:56,078 - mmaction - INFO - Epoch [208][200/3757] lr: 8.771e-03, eta: 1 day, 18:42:11, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7727, loss_cls: 1.9001, loss: 1.9001, grad_norm: 5.3048 2020-08-06 10:40:11,908 - mmaction - INFO - Epoch [208][220/3757] lr: 8.771e-03, eta: 1 day, 18:41:54, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7852, loss_cls: 1.8469, loss: 1.8469, grad_norm: 5.1336 2020-08-06 10:40:27,817 - mmaction - INFO - Epoch [208][240/3757] lr: 8.771e-03, eta: 1 day, 18:41:37, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7586, loss_cls: 2.0220, loss: 2.0220, grad_norm: 5.3983 2020-08-06 10:40:43,696 - mmaction - INFO - Epoch [208][260/3757] lr: 8.771e-03, eta: 1 day, 18:41:20, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7828, loss_cls: 1.9865, loss: 1.9865, grad_norm: 5.4715 2020-08-06 10:40:59,594 - mmaction - INFO - Epoch [208][280/3757] lr: 8.771e-03, eta: 1 day, 18:41:02, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7602, loss_cls: 2.0180, loss: 2.0180, grad_norm: 5.4002 2020-08-06 10:41:15,510 - mmaction - INFO - Epoch [208][300/3757] lr: 8.771e-03, eta: 1 day, 18:40:45, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7680, loss_cls: 1.9510, loss: 1.9510, grad_norm: 5.4150 2020-08-06 10:41:31,271 - mmaction - INFO - Epoch [208][320/3757] lr: 8.771e-03, eta: 1 day, 18:40:28, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7797, loss_cls: 1.9360, loss: 1.9360, grad_norm: 5.3898 2020-08-06 10:41:47,001 - mmaction - INFO - Epoch [208][340/3757] lr: 8.771e-03, eta: 1 day, 18:40:10, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7852, loss_cls: 1.8827, loss: 1.8827, grad_norm: 5.3933 2020-08-06 10:42:02,847 - mmaction - INFO - Epoch [208][360/3757] lr: 8.771e-03, eta: 1 day, 18:39:53, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7758, loss_cls: 1.9013, loss: 1.9013, grad_norm: 5.2749 2020-08-06 10:42:18,771 - mmaction - INFO - Epoch [208][380/3757] lr: 8.771e-03, eta: 1 day, 18:39:36, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7758, loss_cls: 1.9599, loss: 1.9599, grad_norm: 5.5601 2020-08-06 10:42:34,640 - mmaction - INFO - Epoch [208][400/3757] lr: 8.771e-03, eta: 1 day, 18:39:19, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7664, loss_cls: 1.9598, loss: 1.9598, grad_norm: 5.4857 2020-08-06 10:42:50,433 - mmaction - INFO - Epoch [208][420/3757] lr: 8.771e-03, eta: 1 day, 18:39:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7688, loss_cls: 1.9467, loss: 1.9467, grad_norm: 5.6650 2020-08-06 10:43:06,326 - mmaction - INFO - Epoch [208][440/3757] lr: 8.771e-03, eta: 1 day, 18:38:44, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7742, loss_cls: 1.9616, loss: 1.9616, grad_norm: 5.4137 2020-08-06 10:43:22,187 - mmaction - INFO - Epoch [208][460/3757] lr: 8.771e-03, eta: 1 day, 18:38:27, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7523, loss_cls: 2.0586, loss: 2.0586, grad_norm: 5.3923 2020-08-06 10:43:37,999 - mmaction - INFO - Epoch [208][480/3757] lr: 8.771e-03, eta: 1 day, 18:38:10, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7453, loss_cls: 2.0354, loss: 2.0354, grad_norm: 5.3586 2020-08-06 10:43:53,865 - mmaction - INFO - Epoch [208][500/3757] lr: 8.771e-03, eta: 1 day, 18:37:52, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7789, loss_cls: 1.9284, loss: 1.9284, grad_norm: 5.3616 2020-08-06 10:44:09,772 - mmaction - INFO - Epoch [208][520/3757] lr: 8.771e-03, eta: 1 day, 18:37:35, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7844, loss_cls: 1.8939, loss: 1.8939, grad_norm: 5.2908 2020-08-06 10:44:25,581 - mmaction - INFO - Epoch [208][540/3757] lr: 8.771e-03, eta: 1 day, 18:37:18, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7711, loss_cls: 1.9358, loss: 1.9358, grad_norm: 5.3818 2020-08-06 10:44:41,530 - mmaction - INFO - Epoch [208][560/3757] lr: 8.771e-03, eta: 1 day, 18:37:01, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7648, loss_cls: 1.9232, loss: 1.9232, grad_norm: 5.4076 2020-08-06 10:44:57,467 - mmaction - INFO - Epoch [208][580/3757] lr: 8.771e-03, eta: 1 day, 18:36:44, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7625, loss_cls: 1.9919, loss: 1.9919, grad_norm: 5.4723 2020-08-06 10:45:13,210 - mmaction - INFO - Epoch [208][600/3757] lr: 8.771e-03, eta: 1 day, 18:36:26, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7531, loss_cls: 2.0470, loss: 2.0470, grad_norm: 5.4713 2020-08-06 10:45:29,063 - mmaction - INFO - Epoch [208][620/3757] lr: 8.771e-03, eta: 1 day, 18:36:09, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7719, loss_cls: 1.9338, loss: 1.9338, grad_norm: 5.3209 2020-08-06 10:45:44,896 - mmaction - INFO - Epoch [208][640/3757] lr: 8.771e-03, eta: 1 day, 18:35:52, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7312, loss_cls: 2.0868, loss: 2.0868, grad_norm: 5.5359 2020-08-06 10:46:00,732 - mmaction - INFO - Epoch [208][660/3757] lr: 8.771e-03, eta: 1 day, 18:35:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7812, loss_cls: 1.9297, loss: 1.9297, grad_norm: 5.3287 2020-08-06 10:46:16,547 - mmaction - INFO - Epoch [208][680/3757] lr: 8.771e-03, eta: 1 day, 18:35:17, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7555, loss_cls: 2.0273, loss: 2.0273, grad_norm: 5.4324 2020-08-06 10:46:32,326 - mmaction - INFO - Epoch [208][700/3757] lr: 8.771e-03, eta: 1 day, 18:35:00, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7539, loss_cls: 2.0289, loss: 2.0289, grad_norm: 5.2633 2020-08-06 10:46:48,138 - mmaction - INFO - Epoch [208][720/3757] lr: 8.771e-03, eta: 1 day, 18:34:43, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7625, loss_cls: 1.9833, loss: 1.9833, grad_norm: 5.4776 2020-08-06 10:47:03,976 - mmaction - INFO - Epoch [208][740/3757] lr: 8.771e-03, eta: 1 day, 18:34:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7781, loss_cls: 1.9727, loss: 1.9727, grad_norm: 5.3937 2020-08-06 10:47:19,814 - mmaction - INFO - Epoch [208][760/3757] lr: 8.771e-03, eta: 1 day, 18:34:08, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7906, loss_cls: 1.8413, loss: 1.8413, grad_norm: 5.2587 2020-08-06 10:47:35,660 - mmaction - INFO - Epoch [208][780/3757] lr: 8.771e-03, eta: 1 day, 18:33:51, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7859, loss_cls: 1.9544, loss: 1.9544, grad_norm: 5.5962 2020-08-06 10:47:51,449 - mmaction - INFO - Epoch [208][800/3757] lr: 8.771e-03, eta: 1 day, 18:33:34, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7602, loss_cls: 2.0399, loss: 2.0399, grad_norm: 5.4572 2020-08-06 10:48:07,335 - mmaction - INFO - Epoch [208][820/3757] lr: 8.771e-03, eta: 1 day, 18:33:16, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7570, loss_cls: 2.0318, loss: 2.0318, grad_norm: 5.4882 2020-08-06 10:48:23,131 - mmaction - INFO - Epoch [208][840/3757] lr: 8.771e-03, eta: 1 day, 18:32:59, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7570, loss_cls: 1.9587, loss: 1.9587, grad_norm: 5.2549 2020-08-06 10:48:38,948 - mmaction - INFO - Epoch [208][860/3757] lr: 8.771e-03, eta: 1 day, 18:32:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7594, loss_cls: 1.9838, loss: 1.9838, grad_norm: 5.2853 2020-08-06 10:48:54,821 - mmaction - INFO - Epoch [208][880/3757] lr: 8.771e-03, eta: 1 day, 18:32:24, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7602, loss_cls: 2.0431, loss: 2.0431, grad_norm: 5.4417 2020-08-06 10:49:10,593 - mmaction - INFO - Epoch [208][900/3757] lr: 8.771e-03, eta: 1 day, 18:32:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7688, loss_cls: 1.9754, loss: 1.9754, grad_norm: 5.4502 2020-08-06 10:49:26,351 - mmaction - INFO - Epoch [208][920/3757] lr: 8.771e-03, eta: 1 day, 18:31:50, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7664, loss_cls: 1.9370, loss: 1.9370, grad_norm: 5.2478 2020-08-06 10:49:42,204 - mmaction - INFO - Epoch [208][940/3757] lr: 8.771e-03, eta: 1 day, 18:31:33, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7758, loss_cls: 1.9540, loss: 1.9540, grad_norm: 5.3415 2020-08-06 10:49:58,033 - mmaction - INFO - Epoch [208][960/3757] lr: 8.771e-03, eta: 1 day, 18:31:15, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7500, loss_cls: 2.0584, loss: 2.0584, grad_norm: 5.5583 2020-08-06 10:50:13,822 - mmaction - INFO - Epoch [208][980/3757] lr: 8.771e-03, eta: 1 day, 18:30:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7734, loss_cls: 1.9277, loss: 1.9277, grad_norm: 5.3735 2020-08-06 10:50:29,713 - mmaction - INFO - Epoch [208][1000/3757] lr: 8.771e-03, eta: 1 day, 18:30:41, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7734, loss_cls: 2.0106, loss: 2.0106, grad_norm: 5.5269 2020-08-06 10:50:45,496 - mmaction - INFO - Epoch [208][1020/3757] lr: 8.771e-03, eta: 1 day, 18:30:24, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7680, loss_cls: 2.0001, loss: 2.0001, grad_norm: 5.3458 2020-08-06 10:51:01,381 - mmaction - INFO - Epoch [208][1040/3757] lr: 8.771e-03, eta: 1 day, 18:30:06, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7648, loss_cls: 1.9631, loss: 1.9631, grad_norm: 5.4079 2020-08-06 10:51:17,243 - mmaction - INFO - Epoch [208][1060/3757] lr: 8.771e-03, eta: 1 day, 18:29:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7648, loss_cls: 1.9857, loss: 1.9857, grad_norm: 5.2928 2020-08-06 10:51:33,067 - mmaction - INFO - Epoch [208][1080/3757] lr: 8.771e-03, eta: 1 day, 18:29:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7617, loss_cls: 2.0373, loss: 2.0373, grad_norm: 5.3802 2020-08-06 10:51:48,935 - mmaction - INFO - Epoch [208][1100/3757] lr: 8.771e-03, eta: 1 day, 18:29:15, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7586, loss_cls: 2.0102, loss: 2.0102, grad_norm: 5.5127 2020-08-06 10:52:04,772 - mmaction - INFO - Epoch [208][1120/3757] lr: 8.771e-03, eta: 1 day, 18:28:57, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7492, loss_cls: 2.0600, loss: 2.0600, grad_norm: 5.6020 2020-08-06 10:52:20,813 - mmaction - INFO - Epoch [208][1140/3757] lr: 8.771e-03, eta: 1 day, 18:28:40, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7766, loss_cls: 1.9545, loss: 1.9545, grad_norm: 5.4953 2020-08-06 10:52:36,554 - mmaction - INFO - Epoch [208][1160/3757] lr: 8.771e-03, eta: 1 day, 18:28:23, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7648, loss_cls: 1.9834, loss: 1.9834, grad_norm: 5.4220 2020-08-06 10:52:52,338 - mmaction - INFO - Epoch [208][1180/3757] lr: 8.771e-03, eta: 1 day, 18:28:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7695, loss_cls: 1.9691, loss: 1.9691, grad_norm: 5.3989 2020-08-06 10:53:08,106 - mmaction - INFO - Epoch [208][1200/3757] lr: 8.771e-03, eta: 1 day, 18:27:48, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7766, loss_cls: 1.9282, loss: 1.9282, grad_norm: 5.3408 2020-08-06 10:53:24,000 - mmaction - INFO - Epoch [208][1220/3757] lr: 8.771e-03, eta: 1 day, 18:27:31, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7609, loss_cls: 2.0416, loss: 2.0416, grad_norm: 5.5108 2020-08-06 10:53:39,734 - mmaction - INFO - Epoch [208][1240/3757] lr: 8.771e-03, eta: 1 day, 18:27:14, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7453, loss_cls: 2.0445, loss: 2.0445, grad_norm: 5.3155 2020-08-06 10:53:55,600 - mmaction - INFO - Epoch [208][1260/3757] lr: 8.771e-03, eta: 1 day, 18:26:57, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7648, loss_cls: 1.9669, loss: 1.9669, grad_norm: 5.3182 2020-08-06 10:54:11,445 - mmaction - INFO - Epoch [208][1280/3757] lr: 8.771e-03, eta: 1 day, 18:26:39, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.8857, loss: 1.8857, grad_norm: 5.2766 2020-08-06 10:54:27,385 - mmaction - INFO - Epoch [208][1300/3757] lr: 8.771e-03, eta: 1 day, 18:26:22, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7570, loss_cls: 1.9564, loss: 1.9564, grad_norm: 5.3390 2020-08-06 10:54:43,330 - mmaction - INFO - Epoch [208][1320/3757] lr: 8.771e-03, eta: 1 day, 18:26:05, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7555, loss_cls: 2.0332, loss: 2.0332, grad_norm: 5.2768 2020-08-06 10:54:59,182 - mmaction - INFO - Epoch [208][1340/3757] lr: 8.771e-03, eta: 1 day, 18:25:48, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7531, loss_cls: 2.0234, loss: 2.0234, grad_norm: 5.2120 2020-08-06 10:55:15,083 - mmaction - INFO - Epoch [208][1360/3757] lr: 8.771e-03, eta: 1 day, 18:25:30, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7531, loss_cls: 2.0853, loss: 2.0853, grad_norm: 5.5081 2020-08-06 10:55:30,937 - mmaction - INFO - Epoch [208][1380/3757] lr: 8.771e-03, eta: 1 day, 18:25:13, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7414, loss_cls: 2.0870, loss: 2.0870, grad_norm: 5.3476 2020-08-06 10:55:46,739 - mmaction - INFO - Epoch [208][1400/3757] lr: 8.771e-03, eta: 1 day, 18:24:56, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7617, loss_cls: 2.0310, loss: 2.0310, grad_norm: 5.3789 2020-08-06 10:56:02,562 - mmaction - INFO - Epoch [208][1420/3757] lr: 8.771e-03, eta: 1 day, 18:24:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7625, loss_cls: 1.9716, loss: 1.9716, grad_norm: 5.3430 2020-08-06 10:56:18,487 - mmaction - INFO - Epoch [208][1440/3757] lr: 8.771e-03, eta: 1 day, 18:24:21, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7766, loss_cls: 1.9195, loss: 1.9195, grad_norm: 5.3153 2020-08-06 10:56:34,264 - mmaction - INFO - Epoch [208][1460/3757] lr: 8.771e-03, eta: 1 day, 18:24:04, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7672, loss_cls: 1.9332, loss: 1.9332, grad_norm: 5.3838 2020-08-06 10:56:50,203 - mmaction - INFO - Epoch [208][1480/3757] lr: 8.771e-03, eta: 1 day, 18:23:47, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7531, loss_cls: 2.0227, loss: 2.0227, grad_norm: 5.3480 2020-08-06 10:57:06,273 - mmaction - INFO - Epoch [208][1500/3757] lr: 8.771e-03, eta: 1 day, 18:23:30, time: 0.805, data_time: 0.014, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7625, loss_cls: 1.9286, loss: 1.9286, grad_norm: 5.4435 2020-08-06 10:57:22,086 - mmaction - INFO - Epoch [208][1520/3757] lr: 8.771e-03, eta: 1 day, 18:23:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7492, loss_cls: 2.1003, loss: 2.1003, grad_norm: 5.5759 2020-08-06 10:57:38,014 - mmaction - INFO - Epoch [208][1540/3757] lr: 8.771e-03, eta: 1 day, 18:22:55, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7664, loss_cls: 1.9249, loss: 1.9249, grad_norm: 5.3328 2020-08-06 10:57:53,764 - mmaction - INFO - Epoch [208][1560/3757] lr: 8.771e-03, eta: 1 day, 18:22:38, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7758, loss_cls: 1.9369, loss: 1.9369, grad_norm: 5.3913 2020-08-06 10:58:09,775 - mmaction - INFO - Epoch [208][1580/3757] lr: 8.771e-03, eta: 1 day, 18:22:21, time: 0.800, data_time: 0.011, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7672, loss_cls: 1.9305, loss: 1.9305, grad_norm: 5.2208 2020-08-06 10:58:25,588 - mmaction - INFO - Epoch [208][1600/3757] lr: 8.771e-03, eta: 1 day, 18:22:04, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7672, loss_cls: 1.9589, loss: 1.9589, grad_norm: 5.3358 2020-08-06 10:58:41,501 - mmaction - INFO - Epoch [208][1620/3757] lr: 8.771e-03, eta: 1 day, 18:21:46, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7852, loss_cls: 1.8852, loss: 1.8852, grad_norm: 5.3616 2020-08-06 10:58:57,322 - mmaction - INFO - Epoch [208][1640/3757] lr: 8.771e-03, eta: 1 day, 18:21:29, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7789, loss_cls: 1.9368, loss: 1.9368, grad_norm: 5.5165 2020-08-06 10:59:13,240 - mmaction - INFO - Epoch [208][1660/3757] lr: 8.771e-03, eta: 1 day, 18:21:12, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7633, loss_cls: 2.0041, loss: 2.0041, grad_norm: 5.4705 2020-08-06 10:59:29,187 - mmaction - INFO - Epoch [208][1680/3757] lr: 8.771e-03, eta: 1 day, 18:20:55, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7695, loss_cls: 2.0054, loss: 2.0054, grad_norm: 5.6277 2020-08-06 10:59:45,025 - mmaction - INFO - Epoch [208][1700/3757] lr: 8.771e-03, eta: 1 day, 18:20:38, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7570, loss_cls: 2.0286, loss: 2.0286, grad_norm: 5.6083 2020-08-06 11:00:00,990 - mmaction - INFO - Epoch [208][1720/3757] lr: 8.771e-03, eta: 1 day, 18:20:20, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7531, loss_cls: 2.0462, loss: 2.0462, grad_norm: 5.6124 2020-08-06 11:00:20,899 - mmaction - INFO - Epoch [208][1740/3757] lr: 8.771e-03, eta: 1 day, 18:20:06, time: 0.994, data_time: 0.010, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7680, loss_cls: 1.9884, loss: 1.9884, grad_norm: 5.5213 2020-08-06 11:00:36,828 - mmaction - INFO - Epoch [208][1760/3757] lr: 8.771e-03, eta: 1 day, 18:19:48, time: 0.799, data_time: 0.007, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7508, loss_cls: 2.0457, loss: 2.0457, grad_norm: 5.5447 2020-08-06 11:00:52,690 - mmaction - INFO - Epoch [208][1780/3757] lr: 8.771e-03, eta: 1 day, 18:19:31, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7570, loss_cls: 1.9807, loss: 1.9807, grad_norm: 5.3347 2020-08-06 11:01:08,529 - mmaction - INFO - Epoch [208][1800/3757] lr: 8.771e-03, eta: 1 day, 18:19:14, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7422, loss_cls: 2.1210, loss: 2.1210, grad_norm: 5.2931 2020-08-06 11:01:24,360 - mmaction - INFO - Epoch [208][1820/3757] lr: 8.771e-03, eta: 1 day, 18:18:57, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7578, loss_cls: 1.9941, loss: 1.9941, grad_norm: 5.3472 2020-08-06 11:01:40,159 - mmaction - INFO - Epoch [208][1840/3757] lr: 8.771e-03, eta: 1 day, 18:18:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7656, loss_cls: 1.9778, loss: 1.9778, grad_norm: 5.3298 2020-08-06 11:01:56,107 - mmaction - INFO - Epoch [208][1860/3757] lr: 8.771e-03, eta: 1 day, 18:18:22, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7797, loss_cls: 1.9110, loss: 1.9110, grad_norm: 5.2558 2020-08-06 11:02:11,940 - mmaction - INFO - Epoch [208][1880/3757] lr: 8.771e-03, eta: 1 day, 18:18:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7484, loss_cls: 2.0555, loss: 2.0555, grad_norm: 5.3771 2020-08-06 11:02:28,122 - mmaction - INFO - Epoch [208][1900/3757] lr: 8.771e-03, eta: 1 day, 18:17:48, time: 0.809, data_time: 0.001, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7586, loss_cls: 2.0313, loss: 2.0313, grad_norm: 5.4561 2020-08-06 11:02:44,897 - mmaction - INFO - Epoch [208][1920/3757] lr: 8.771e-03, eta: 1 day, 18:17:31, time: 0.837, data_time: 0.003, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7633, loss_cls: 2.0017, loss: 2.0017, grad_norm: 5.4684 2020-08-06 11:03:00,700 - mmaction - INFO - Epoch [208][1940/3757] lr: 8.771e-03, eta: 1 day, 18:17:14, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7766, loss_cls: 1.9318, loss: 1.9318, grad_norm: 5.3188 2020-08-06 11:03:16,639 - mmaction - INFO - Epoch [208][1960/3757] lr: 8.771e-03, eta: 1 day, 18:16:57, time: 0.797, data_time: 0.008, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7508, loss_cls: 2.1325, loss: 2.1325, grad_norm: 5.6985 2020-08-06 11:03:33,426 - mmaction - INFO - Epoch [208][1980/3757] lr: 8.771e-03, eta: 1 day, 18:16:40, time: 0.840, data_time: 0.008, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7734, loss_cls: 1.9161, loss: 1.9161, grad_norm: 5.2455 2020-08-06 11:03:49,330 - mmaction - INFO - Epoch [208][2000/3757] lr: 8.771e-03, eta: 1 day, 18:16:23, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7594, loss_cls: 2.0185, loss: 2.0185, grad_norm: 5.5058 2020-08-06 11:04:05,126 - mmaction - INFO - Epoch [208][2020/3757] lr: 8.771e-03, eta: 1 day, 18:16:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7523, loss_cls: 2.0364, loss: 2.0364, grad_norm: 5.5760 2020-08-06 11:04:21,123 - mmaction - INFO - Epoch [208][2040/3757] lr: 8.771e-03, eta: 1 day, 18:15:48, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7766, loss_cls: 1.9642, loss: 1.9642, grad_norm: 5.2694 2020-08-06 11:04:42,808 - mmaction - INFO - Epoch [208][2060/3757] lr: 8.771e-03, eta: 1 day, 18:15:35, time: 1.086, data_time: 0.006, memory: 6192, top1_acc: 0.5078, top5_acc: 0.7258, loss_cls: 2.1766, loss: 2.1766, grad_norm: 5.5142 2020-08-06 11:04:58,632 - mmaction - INFO - Epoch [208][2080/3757] lr: 8.771e-03, eta: 1 day, 18:15:18, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 1.9706, loss: 1.9706, grad_norm: 5.2200 2020-08-06 11:05:14,540 - mmaction - INFO - Epoch [208][2100/3757] lr: 8.771e-03, eta: 1 day, 18:15:00, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7617, loss_cls: 2.0026, loss: 2.0026, grad_norm: 5.2185 2020-08-06 11:05:30,282 - mmaction - INFO - Epoch [208][2120/3757] lr: 8.771e-03, eta: 1 day, 18:14:43, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7750, loss_cls: 1.9054, loss: 1.9054, grad_norm: 5.1984 2020-08-06 11:05:46,141 - mmaction - INFO - Epoch [208][2140/3757] lr: 8.771e-03, eta: 1 day, 18:14:26, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7664, loss_cls: 1.9727, loss: 1.9727, grad_norm: 5.1865 2020-08-06 11:06:02,008 - mmaction - INFO - Epoch [208][2160/3757] lr: 8.771e-03, eta: 1 day, 18:14:09, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7586, loss_cls: 2.0362, loss: 2.0362, grad_norm: 5.3511 2020-08-06 11:06:18,335 - mmaction - INFO - Epoch [208][2180/3757] lr: 8.771e-03, eta: 1 day, 18:13:52, time: 0.815, data_time: 0.001, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7602, loss_cls: 1.9614, loss: 1.9614, grad_norm: 5.3298 2020-08-06 11:06:34,772 - mmaction - INFO - Epoch [208][2200/3757] lr: 8.771e-03, eta: 1 day, 18:13:35, time: 0.823, data_time: 0.004, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7789, loss_cls: 2.0088, loss: 2.0088, grad_norm: 5.5477 2020-08-06 11:06:50,506 - mmaction - INFO - Epoch [208][2220/3757] lr: 8.771e-03, eta: 1 day, 18:13:17, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7602, loss_cls: 1.9847, loss: 1.9847, grad_norm: 5.2618 2020-08-06 11:07:06,442 - mmaction - INFO - Epoch [208][2240/3757] lr: 8.771e-03, eta: 1 day, 18:13:00, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7570, loss_cls: 2.0465, loss: 2.0465, grad_norm: 5.4524 2020-08-06 11:07:22,238 - mmaction - INFO - Epoch [208][2260/3757] lr: 8.771e-03, eta: 1 day, 18:12:43, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7766, loss_cls: 1.9862, loss: 1.9862, grad_norm: 5.3824 2020-08-06 11:07:38,030 - mmaction - INFO - Epoch [208][2280/3757] lr: 8.771e-03, eta: 1 day, 18:12:26, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7586, loss_cls: 1.9985, loss: 1.9985, grad_norm: 5.4828 2020-08-06 11:07:54,074 - mmaction - INFO - Epoch [208][2300/3757] lr: 8.771e-03, eta: 1 day, 18:12:09, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7688, loss_cls: 2.0008, loss: 2.0008, grad_norm: 5.4605 2020-08-06 11:08:09,741 - mmaction - INFO - Epoch [208][2320/3757] lr: 8.771e-03, eta: 1 day, 18:11:51, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7781, loss_cls: 1.9219, loss: 1.9219, grad_norm: 5.3447 2020-08-06 11:08:25,968 - mmaction - INFO - Epoch [208][2340/3757] lr: 8.771e-03, eta: 1 day, 18:11:34, time: 0.810, data_time: 0.016, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7453, loss_cls: 2.0650, loss: 2.0650, grad_norm: 5.3916 2020-08-06 11:08:41,808 - mmaction - INFO - Epoch [208][2360/3757] lr: 8.771e-03, eta: 1 day, 18:11:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7508, loss_cls: 2.1047, loss: 2.1047, grad_norm: 5.4517 2020-08-06 11:08:57,696 - mmaction - INFO - Epoch [208][2380/3757] lr: 8.771e-03, eta: 1 day, 18:11:00, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7625, loss_cls: 1.9917, loss: 1.9917, grad_norm: 5.3855 2020-08-06 11:09:13,550 - mmaction - INFO - Epoch [208][2400/3757] lr: 8.771e-03, eta: 1 day, 18:10:42, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7398, loss_cls: 2.0914, loss: 2.0914, grad_norm: 5.3529 2020-08-06 11:09:29,385 - mmaction - INFO - Epoch [208][2420/3757] lr: 8.771e-03, eta: 1 day, 18:10:25, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0675, loss: 2.0675, grad_norm: 5.3070 2020-08-06 11:09:45,208 - mmaction - INFO - Epoch [208][2440/3757] lr: 8.771e-03, eta: 1 day, 18:10:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7633, loss_cls: 1.9302, loss: 1.9302, grad_norm: 5.1529 2020-08-06 11:10:01,107 - mmaction - INFO - Epoch [208][2460/3757] lr: 8.771e-03, eta: 1 day, 18:09:51, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7609, loss_cls: 2.0059, loss: 2.0059, grad_norm: 5.3582 2020-08-06 11:10:16,933 - mmaction - INFO - Epoch [208][2480/3757] lr: 8.771e-03, eta: 1 day, 18:09:34, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7688, loss_cls: 2.0122, loss: 2.0122, grad_norm: 5.4490 2020-08-06 11:10:32,702 - mmaction - INFO - Epoch [208][2500/3757] lr: 8.771e-03, eta: 1 day, 18:09:16, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9222, loss: 1.9222, grad_norm: 5.2692 2020-08-06 11:10:48,549 - mmaction - INFO - Epoch [208][2520/3757] lr: 8.771e-03, eta: 1 day, 18:08:59, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7625, loss_cls: 1.9850, loss: 1.9850, grad_norm: 5.3499 2020-08-06 11:11:04,628 - mmaction - INFO - Epoch [208][2540/3757] lr: 8.771e-03, eta: 1 day, 18:08:42, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7398, loss_cls: 2.0867, loss: 2.0867, grad_norm: 5.4635 2020-08-06 11:11:20,520 - mmaction - INFO - Epoch [208][2560/3757] lr: 8.771e-03, eta: 1 day, 18:08:25, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7672, loss_cls: 1.9700, loss: 1.9700, grad_norm: 5.3493 2020-08-06 11:11:36,513 - mmaction - INFO - Epoch [208][2580/3757] lr: 8.771e-03, eta: 1 day, 18:08:08, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7578, loss_cls: 2.0473, loss: 2.0473, grad_norm: 5.4951 2020-08-06 11:11:52,334 - mmaction - INFO - Epoch [208][2600/3757] lr: 8.771e-03, eta: 1 day, 18:07:50, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7539, loss_cls: 1.9870, loss: 1.9870, grad_norm: 5.3703 2020-08-06 11:12:08,213 - mmaction - INFO - Epoch [208][2620/3757] lr: 8.771e-03, eta: 1 day, 18:07:33, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.0864, loss: 2.0864, grad_norm: 5.4939 2020-08-06 11:12:24,073 - mmaction - INFO - Epoch [208][2640/3757] lr: 8.771e-03, eta: 1 day, 18:07:16, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7602, loss_cls: 2.0405, loss: 2.0405, grad_norm: 5.4707 2020-08-06 11:12:39,906 - mmaction - INFO - Epoch [208][2660/3757] lr: 8.771e-03, eta: 1 day, 18:06:59, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7695, loss_cls: 1.9722, loss: 1.9722, grad_norm: 5.2588 2020-08-06 11:12:55,779 - mmaction - INFO - Epoch [208][2680/3757] lr: 8.771e-03, eta: 1 day, 18:06:41, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7523, loss_cls: 2.0509, loss: 2.0509, grad_norm: 5.4006 2020-08-06 11:13:11,581 - mmaction - INFO - Epoch [208][2700/3757] lr: 8.771e-03, eta: 1 day, 18:06:24, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7703, loss_cls: 1.9440, loss: 1.9440, grad_norm: 5.3583 2020-08-06 11:13:27,665 - mmaction - INFO - Epoch [208][2720/3757] lr: 8.771e-03, eta: 1 day, 18:06:07, time: 0.803, data_time: 0.010, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9554, loss: 1.9554, grad_norm: 5.4729 2020-08-06 11:13:43,452 - mmaction - INFO - Epoch [208][2740/3757] lr: 8.771e-03, eta: 1 day, 18:05:50, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7594, loss_cls: 2.0186, loss: 2.0186, grad_norm: 5.5306 2020-08-06 11:13:59,334 - mmaction - INFO - Epoch [208][2760/3757] lr: 8.771e-03, eta: 1 day, 18:05:32, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7867, loss_cls: 1.9048, loss: 1.9048, grad_norm: 5.3588 2020-08-06 11:14:15,124 - mmaction - INFO - Epoch [208][2780/3757] lr: 8.771e-03, eta: 1 day, 18:05:15, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7492, loss_cls: 2.0630, loss: 2.0630, grad_norm: 5.4594 2020-08-06 11:14:32,127 - mmaction - INFO - Epoch [208][2800/3757] lr: 8.771e-03, eta: 1 day, 18:04:59, time: 0.848, data_time: 0.003, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7453, loss_cls: 2.0702, loss: 2.0702, grad_norm: 5.7103 2020-08-06 11:14:47,999 - mmaction - INFO - Epoch [208][2820/3757] lr: 8.771e-03, eta: 1 day, 18:04:41, time: 0.795, data_time: 0.010, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7688, loss_cls: 1.9759, loss: 1.9759, grad_norm: 5.4386 2020-08-06 11:15:03,933 - mmaction - INFO - Epoch [208][2840/3757] lr: 8.771e-03, eta: 1 day, 18:04:24, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7703, loss_cls: 1.9865, loss: 1.9865, grad_norm: 5.3038 2020-08-06 11:15:19,747 - mmaction - INFO - Epoch [208][2860/3757] lr: 8.771e-03, eta: 1 day, 18:04:07, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7617, loss_cls: 2.0131, loss: 2.0131, grad_norm: 5.4273 2020-08-06 11:15:35,613 - mmaction - INFO - Epoch [208][2880/3757] lr: 8.771e-03, eta: 1 day, 18:03:50, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7859, loss_cls: 1.8656, loss: 1.8656, grad_norm: 5.2591 2020-08-06 11:15:51,361 - mmaction - INFO - Epoch [208][2900/3757] lr: 8.771e-03, eta: 1 day, 18:03:32, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0120, loss: 2.0120, grad_norm: 5.4470 2020-08-06 11:16:07,343 - mmaction - INFO - Epoch [208][2920/3757] lr: 8.771e-03, eta: 1 day, 18:03:15, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7531, loss_cls: 2.0429, loss: 2.0429, grad_norm: 5.3786 2020-08-06 11:16:23,222 - mmaction - INFO - Epoch [208][2940/3757] lr: 8.771e-03, eta: 1 day, 18:02:58, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7703, loss_cls: 1.9881, loss: 1.9881, grad_norm: 5.3847 2020-08-06 11:16:39,103 - mmaction - INFO - Epoch [208][2960/3757] lr: 8.771e-03, eta: 1 day, 18:02:41, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7617, loss_cls: 1.9840, loss: 1.9840, grad_norm: 5.2734 2020-08-06 11:16:54,784 - mmaction - INFO - Epoch [208][2980/3757] lr: 8.771e-03, eta: 1 day, 18:02:24, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5109, top5_acc: 0.7406, loss_cls: 2.0885, loss: 2.0885, grad_norm: 5.3682 2020-08-06 11:17:10,532 - mmaction - INFO - Epoch [208][3000/3757] lr: 8.771e-03, eta: 1 day, 18:02:06, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7609, loss_cls: 1.9826, loss: 1.9826, grad_norm: 5.3355 2020-08-06 11:17:26,361 - mmaction - INFO - Epoch [208][3020/3757] lr: 8.771e-03, eta: 1 day, 18:01:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7547, loss_cls: 2.1041, loss: 2.1041, grad_norm: 5.6002 2020-08-06 11:17:42,218 - mmaction - INFO - Epoch [208][3040/3757] lr: 8.771e-03, eta: 1 day, 18:01:32, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7734, loss_cls: 1.9580, loss: 1.9580, grad_norm: 5.4785 2020-08-06 11:17:58,079 - mmaction - INFO - Epoch [208][3060/3757] lr: 8.771e-03, eta: 1 day, 18:01:15, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7484, loss_cls: 2.0469, loss: 2.0469, grad_norm: 5.5925 2020-08-06 11:18:13,881 - mmaction - INFO - Epoch [208][3080/3757] lr: 8.771e-03, eta: 1 day, 18:00:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5102, top5_acc: 0.7484, loss_cls: 2.1090, loss: 2.1090, grad_norm: 5.5281 2020-08-06 11:18:29,857 - mmaction - INFO - Epoch [208][3100/3757] lr: 8.771e-03, eta: 1 day, 18:00:40, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7609, loss_cls: 2.0254, loss: 2.0254, grad_norm: 5.2574 2020-08-06 11:18:45,818 - mmaction - INFO - Epoch [208][3120/3757] lr: 8.771e-03, eta: 1 day, 18:00:23, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7578, loss_cls: 2.0472, loss: 2.0472, grad_norm: 5.3768 2020-08-06 11:19:01,667 - mmaction - INFO - Epoch [208][3140/3757] lr: 8.771e-03, eta: 1 day, 18:00:06, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7742, loss_cls: 1.9396, loss: 1.9396, grad_norm: 5.4358 2020-08-06 11:19:17,428 - mmaction - INFO - Epoch [208][3160/3757] lr: 8.771e-03, eta: 1 day, 17:59:48, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7602, loss_cls: 2.0232, loss: 2.0232, grad_norm: 5.4774 2020-08-06 11:19:33,298 - mmaction - INFO - Epoch [208][3180/3757] lr: 8.771e-03, eta: 1 day, 17:59:31, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7555, loss_cls: 2.0925, loss: 2.0925, grad_norm: 5.5091 2020-08-06 11:19:49,083 - mmaction - INFO - Epoch [208][3200/3757] lr: 8.771e-03, eta: 1 day, 17:59:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7727, loss_cls: 1.9699, loss: 1.9699, grad_norm: 5.5326 2020-08-06 11:20:04,921 - mmaction - INFO - Epoch [208][3220/3757] lr: 8.771e-03, eta: 1 day, 17:58:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7484, loss_cls: 2.0690, loss: 2.0690, grad_norm: 5.4990 2020-08-06 11:20:20,721 - mmaction - INFO - Epoch [208][3240/3757] lr: 8.771e-03, eta: 1 day, 17:58:39, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7984, loss_cls: 1.9170, loss: 1.9170, grad_norm: 5.4429 2020-08-06 11:20:36,582 - mmaction - INFO - Epoch [208][3260/3757] lr: 8.771e-03, eta: 1 day, 17:58:22, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7609, loss_cls: 2.0316, loss: 2.0316, grad_norm: 5.5083 2020-08-06 11:20:52,458 - mmaction - INFO - Epoch [208][3280/3757] lr: 8.771e-03, eta: 1 day, 17:58:05, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7734, loss_cls: 1.9271, loss: 1.9271, grad_norm: 5.2682 2020-08-06 11:21:08,302 - mmaction - INFO - Epoch [208][3300/3757] lr: 8.771e-03, eta: 1 day, 17:57:48, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7773, loss_cls: 1.9592, loss: 1.9592, grad_norm: 5.4451 2020-08-06 11:21:24,308 - mmaction - INFO - Epoch [208][3320/3757] lr: 8.771e-03, eta: 1 day, 17:57:31, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7688, loss_cls: 1.9683, loss: 1.9683, grad_norm: 5.4537 2020-08-06 11:21:40,282 - mmaction - INFO - Epoch [208][3340/3757] lr: 8.771e-03, eta: 1 day, 17:57:13, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7828, loss_cls: 1.9347, loss: 1.9347, grad_norm: 5.2938 2020-08-06 11:21:56,145 - mmaction - INFO - Epoch [208][3360/3757] lr: 8.771e-03, eta: 1 day, 17:56:56, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9457, loss: 1.9457, grad_norm: 5.5315 2020-08-06 11:22:12,074 - mmaction - INFO - Epoch [208][3380/3757] lr: 8.771e-03, eta: 1 day, 17:56:39, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7609, loss_cls: 1.9964, loss: 1.9964, grad_norm: 5.5464 2020-08-06 11:22:27,954 - mmaction - INFO - Epoch [208][3400/3757] lr: 8.771e-03, eta: 1 day, 17:56:22, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7711, loss_cls: 1.9393, loss: 1.9393, grad_norm: 5.5085 2020-08-06 11:22:43,818 - mmaction - INFO - Epoch [208][3420/3757] lr: 8.771e-03, eta: 1 day, 17:56:05, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7805, loss_cls: 1.9049, loss: 1.9049, grad_norm: 5.4209 2020-08-06 11:22:59,636 - mmaction - INFO - Epoch [208][3440/3757] lr: 8.771e-03, eta: 1 day, 17:55:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7680, loss_cls: 1.9380, loss: 1.9380, grad_norm: 5.4751 2020-08-06 11:23:15,481 - mmaction - INFO - Epoch [208][3460/3757] lr: 8.771e-03, eta: 1 day, 17:55:30, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7820, loss_cls: 1.8999, loss: 1.8999, grad_norm: 5.3095 2020-08-06 11:23:31,329 - mmaction - INFO - Epoch [208][3480/3757] lr: 8.771e-03, eta: 1 day, 17:55:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7680, loss_cls: 2.0280, loss: 2.0280, grad_norm: 5.5743 2020-08-06 11:23:47,087 - mmaction - INFO - Epoch [208][3500/3757] lr: 8.771e-03, eta: 1 day, 17:54:56, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7641, loss_cls: 2.0525, loss: 2.0525, grad_norm: 5.6094 2020-08-06 11:24:03,114 - mmaction - INFO - Epoch [208][3520/3757] lr: 8.771e-03, eta: 1 day, 17:54:39, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7703, loss_cls: 1.9926, loss: 1.9926, grad_norm: 5.5037 2020-08-06 11:24:18,986 - mmaction - INFO - Epoch [208][3540/3757] lr: 8.771e-03, eta: 1 day, 17:54:21, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7461, loss_cls: 2.0513, loss: 2.0513, grad_norm: 5.4702 2020-08-06 11:24:34,739 - mmaction - INFO - Epoch [208][3560/3757] lr: 8.771e-03, eta: 1 day, 17:54:04, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7562, loss_cls: 2.0295, loss: 2.0295, grad_norm: 5.4011 2020-08-06 11:24:50,578 - mmaction - INFO - Epoch [208][3580/3757] lr: 8.771e-03, eta: 1 day, 17:53:47, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7766, loss_cls: 1.9316, loss: 1.9316, grad_norm: 5.4443 2020-08-06 11:25:06,558 - mmaction - INFO - Epoch [208][3600/3757] lr: 8.771e-03, eta: 1 day, 17:53:30, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7617, loss_cls: 2.0106, loss: 2.0106, grad_norm: 5.5802 2020-08-06 11:25:22,310 - mmaction - INFO - Epoch [208][3620/3757] lr: 8.771e-03, eta: 1 day, 17:53:12, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7539, loss_cls: 2.0325, loss: 2.0325, grad_norm: 5.4467 2020-08-06 11:25:38,280 - mmaction - INFO - Epoch [208][3640/3757] lr: 8.771e-03, eta: 1 day, 17:52:55, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7742, loss_cls: 1.9381, loss: 1.9381, grad_norm: 5.2002 2020-08-06 11:25:55,755 - mmaction - INFO - Epoch [208][3660/3757] lr: 8.771e-03, eta: 1 day, 17:52:39, time: 0.874, data_time: 0.001, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7656, loss_cls: 1.9994, loss: 1.9994, grad_norm: 5.4129 2020-08-06 11:26:15,574 - mmaction - INFO - Epoch [208][3680/3757] lr: 8.771e-03, eta: 1 day, 17:52:24, time: 0.989, data_time: 0.002, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7602, loss_cls: 2.0605, loss: 2.0605, grad_norm: 5.4232 2020-08-06 11:26:31,475 - mmaction - INFO - Epoch [208][3700/3757] lr: 8.771e-03, eta: 1 day, 17:52:07, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7641, loss_cls: 1.9744, loss: 1.9744, grad_norm: 5.3559 2020-08-06 11:26:47,332 - mmaction - INFO - Epoch [208][3720/3757] lr: 8.771e-03, eta: 1 day, 17:51:50, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7750, loss_cls: 2.0010, loss: 2.0010, grad_norm: 5.4170 2020-08-06 11:27:03,260 - mmaction - INFO - Epoch [208][3740/3757] lr: 8.771e-03, eta: 1 day, 17:51:33, time: 0.798, data_time: 0.006, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7672, loss_cls: 1.9929, loss: 1.9929, grad_norm: 5.3795 2020-08-06 11:27:26,460 - mmaction - INFO - Saving checkpoint at 208 epochs 2020-08-06 11:30:21,743 - mmaction - INFO - Epoch [209][20/3757] lr: 8.427e-03, eta: 1 day, 17:52:28, time: 8.727, data_time: 7.885, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7680, loss_cls: 1.9740, loss: 1.9740, grad_norm: 5.3188 2020-08-06 11:30:37,551 - mmaction - INFO - Epoch [209][40/3757] lr: 8.427e-03, eta: 1 day, 17:52:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7625, loss_cls: 1.9457, loss: 1.9457, grad_norm: 5.2567 2020-08-06 11:30:53,330 - mmaction - INFO - Epoch [209][60/3757] lr: 8.427e-03, eta: 1 day, 17:51:53, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7672, loss_cls: 1.9303, loss: 1.9303, grad_norm: 5.1439 2020-08-06 11:31:09,132 - mmaction - INFO - Epoch [209][80/3757] lr: 8.427e-03, eta: 1 day, 17:51:36, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7523, loss_cls: 2.0389, loss: 2.0389, grad_norm: 5.5278 2020-08-06 11:31:24,905 - mmaction - INFO - Epoch [209][100/3757] lr: 8.427e-03, eta: 1 day, 17:51:19, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7617, loss_cls: 1.9674, loss: 1.9674, grad_norm: 5.1854 2020-08-06 11:31:40,736 - mmaction - INFO - Epoch [209][120/3757] lr: 8.427e-03, eta: 1 day, 17:51:01, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7727, loss_cls: 1.9194, loss: 1.9194, grad_norm: 5.1970 2020-08-06 11:31:56,924 - mmaction - INFO - Epoch [209][140/3757] lr: 8.427e-03, eta: 1 day, 17:50:44, time: 0.810, data_time: 0.004, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7789, loss_cls: 1.9571, loss: 1.9571, grad_norm: 5.4582 2020-08-06 11:32:12,994 - mmaction - INFO - Epoch [209][160/3757] lr: 8.427e-03, eta: 1 day, 17:50:27, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7781, loss_cls: 1.8882, loss: 1.8882, grad_norm: 5.2249 2020-08-06 11:32:29,065 - mmaction - INFO - Epoch [209][180/3757] lr: 8.427e-03, eta: 1 day, 17:50:10, time: 0.805, data_time: 0.002, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7328, loss_cls: 2.0913, loss: 2.0913, grad_norm: 5.3856 2020-08-06 11:32:45,198 - mmaction - INFO - Epoch [209][200/3757] lr: 8.427e-03, eta: 1 day, 17:49:53, time: 0.806, data_time: 0.001, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7688, loss_cls: 2.0136, loss: 2.0136, grad_norm: 5.4424 2020-08-06 11:33:01,406 - mmaction - INFO - Epoch [209][220/3757] lr: 8.427e-03, eta: 1 day, 17:49:36, time: 0.812, data_time: 0.005, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7742, loss_cls: 1.9157, loss: 1.9157, grad_norm: 5.2656 2020-08-06 11:33:17,454 - mmaction - INFO - Epoch [209][240/3757] lr: 8.427e-03, eta: 1 day, 17:49:19, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7711, loss_cls: 1.9974, loss: 1.9974, grad_norm: 5.4359 2020-08-06 11:33:33,654 - mmaction - INFO - Epoch [209][260/3757] lr: 8.427e-03, eta: 1 day, 17:49:02, time: 0.809, data_time: 0.003, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9387, loss: 1.9387, grad_norm: 5.4384 2020-08-06 11:33:49,782 - mmaction - INFO - Epoch [209][280/3757] lr: 8.427e-03, eta: 1 day, 17:48:45, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7836, loss_cls: 1.8928, loss: 1.8928, grad_norm: 5.3035 2020-08-06 11:34:05,932 - mmaction - INFO - Epoch [209][300/3757] lr: 8.427e-03, eta: 1 day, 17:48:28, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7742, loss_cls: 1.8943, loss: 1.8943, grad_norm: 5.4533 2020-08-06 11:34:21,849 - mmaction - INFO - Epoch [209][320/3757] lr: 8.427e-03, eta: 1 day, 17:48:11, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7898, loss_cls: 1.8252, loss: 1.8252, grad_norm: 5.4129 2020-08-06 11:34:38,235 - mmaction - INFO - Epoch [209][340/3757] lr: 8.427e-03, eta: 1 day, 17:47:54, time: 0.817, data_time: 0.004, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7703, loss_cls: 1.9347, loss: 1.9347, grad_norm: 5.6483 2020-08-06 11:34:54,328 - mmaction - INFO - Epoch [209][360/3757] lr: 8.427e-03, eta: 1 day, 17:47:37, time: 0.807, data_time: 0.005, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7523, loss_cls: 2.0765, loss: 2.0765, grad_norm: 5.5446 2020-08-06 11:35:11,071 - mmaction - INFO - Epoch [209][380/3757] lr: 8.427e-03, eta: 1 day, 17:47:20, time: 0.837, data_time: 0.003, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7742, loss_cls: 1.9310, loss: 1.9310, grad_norm: 5.3896 2020-08-06 11:35:28,380 - mmaction - INFO - Epoch [209][400/3757] lr: 8.427e-03, eta: 1 day, 17:47:03, time: 0.864, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7898, loss_cls: 1.8569, loss: 1.8569, grad_norm: 5.3374 2020-08-06 11:35:47,009 - mmaction - INFO - Epoch [209][420/3757] lr: 8.427e-03, eta: 1 day, 17:46:48, time: 0.933, data_time: 0.002, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7586, loss_cls: 2.0116, loss: 2.0116, grad_norm: 5.7346 2020-08-06 11:36:06,016 - mmaction - INFO - Epoch [209][440/3757] lr: 8.427e-03, eta: 1 day, 17:46:33, time: 0.950, data_time: 0.003, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7641, loss_cls: 1.9789, loss: 1.9789, grad_norm: 5.3907 2020-08-06 11:36:23,437 - mmaction - INFO - Epoch [209][460/3757] lr: 8.427e-03, eta: 1 day, 17:46:16, time: 0.870, data_time: 0.004, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7672, loss_cls: 2.0049, loss: 2.0049, grad_norm: 5.5109 2020-08-06 11:36:39,431 - mmaction - INFO - Epoch [209][480/3757] lr: 8.427e-03, eta: 1 day, 17:45:59, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7805, loss_cls: 1.9233, loss: 1.9233, grad_norm: 5.5054 2020-08-06 11:36:55,212 - mmaction - INFO - Epoch [209][500/3757] lr: 8.427e-03, eta: 1 day, 17:45:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7555, loss_cls: 1.9414, loss: 1.9414, grad_norm: 5.3614 2020-08-06 11:37:11,084 - mmaction - INFO - Epoch [209][520/3757] lr: 8.427e-03, eta: 1 day, 17:45:25, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7781, loss_cls: 1.9609, loss: 1.9609, grad_norm: 5.4976 2020-08-06 11:37:26,933 - mmaction - INFO - Epoch [209][540/3757] lr: 8.427e-03, eta: 1 day, 17:45:07, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7703, loss_cls: 1.9828, loss: 1.9828, grad_norm: 5.4704 2020-08-06 11:37:43,034 - mmaction - INFO - Epoch [209][560/3757] lr: 8.427e-03, eta: 1 day, 17:44:50, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7492, loss_cls: 2.0330, loss: 2.0330, grad_norm: 5.5023 2020-08-06 11:37:58,890 - mmaction - INFO - Epoch [209][580/3757] lr: 8.427e-03, eta: 1 day, 17:44:33, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7766, loss_cls: 1.9392, loss: 1.9392, grad_norm: 5.2337 2020-08-06 11:38:14,797 - mmaction - INFO - Epoch [209][600/3757] lr: 8.427e-03, eta: 1 day, 17:44:16, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7742, loss_cls: 1.9316, loss: 1.9316, grad_norm: 5.3486 2020-08-06 11:38:30,569 - mmaction - INFO - Epoch [209][620/3757] lr: 8.427e-03, eta: 1 day, 17:43:59, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7641, loss_cls: 2.0400, loss: 2.0400, grad_norm: 5.5439 2020-08-06 11:38:46,466 - mmaction - INFO - Epoch [209][640/3757] lr: 8.427e-03, eta: 1 day, 17:43:41, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7719, loss_cls: 2.0407, loss: 2.0407, grad_norm: 5.5159 2020-08-06 11:39:02,243 - mmaction - INFO - Epoch [209][660/3757] lr: 8.427e-03, eta: 1 day, 17:43:24, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7633, loss_cls: 1.9427, loss: 1.9427, grad_norm: 5.3604 2020-08-06 11:39:18,064 - mmaction - INFO - Epoch [209][680/3757] lr: 8.427e-03, eta: 1 day, 17:43:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7539, loss_cls: 1.9704, loss: 1.9704, grad_norm: 5.4232 2020-08-06 11:39:34,046 - mmaction - INFO - Epoch [209][700/3757] lr: 8.427e-03, eta: 1 day, 17:42:50, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7641, loss_cls: 2.0177, loss: 2.0177, grad_norm: 5.3397 2020-08-06 11:39:49,969 - mmaction - INFO - Epoch [209][720/3757] lr: 8.427e-03, eta: 1 day, 17:42:32, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7406, loss_cls: 2.0795, loss: 2.0795, grad_norm: 5.5663 2020-08-06 11:40:05,938 - mmaction - INFO - Epoch [209][740/3757] lr: 8.427e-03, eta: 1 day, 17:42:15, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7891, loss_cls: 1.8929, loss: 1.8929, grad_norm: 5.2157 2020-08-06 11:40:21,803 - mmaction - INFO - Epoch [209][760/3757] lr: 8.427e-03, eta: 1 day, 17:41:58, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7633, loss_cls: 1.9694, loss: 1.9694, grad_norm: 5.5839 2020-08-06 11:40:37,699 - mmaction - INFO - Epoch [209][780/3757] lr: 8.427e-03, eta: 1 day, 17:41:41, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7703, loss_cls: 2.0096, loss: 2.0096, grad_norm: 5.4413 2020-08-06 11:40:53,430 - mmaction - INFO - Epoch [209][800/3757] lr: 8.427e-03, eta: 1 day, 17:41:23, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7781, loss_cls: 1.9378, loss: 1.9378, grad_norm: 5.3848 2020-08-06 11:41:09,249 - mmaction - INFO - Epoch [209][820/3757] lr: 8.427e-03, eta: 1 day, 17:41:06, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7766, loss_cls: 1.8846, loss: 1.8846, grad_norm: 5.3588 2020-08-06 11:41:25,133 - mmaction - INFO - Epoch [209][840/3757] lr: 8.427e-03, eta: 1 day, 17:40:49, time: 0.795, data_time: 0.008, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7797, loss_cls: 1.9364, loss: 1.9364, grad_norm: 5.4651 2020-08-06 11:41:40,972 - mmaction - INFO - Epoch [209][860/3757] lr: 8.427e-03, eta: 1 day, 17:40:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7570, loss_cls: 2.0137, loss: 2.0137, grad_norm: 5.4754 2020-08-06 11:41:56,882 - mmaction - INFO - Epoch [209][880/3757] lr: 8.427e-03, eta: 1 day, 17:40:15, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7711, loss_cls: 1.9603, loss: 1.9603, grad_norm: 5.4653 2020-08-06 11:42:12,646 - mmaction - INFO - Epoch [209][900/3757] lr: 8.427e-03, eta: 1 day, 17:39:57, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7594, loss_cls: 1.9988, loss: 1.9988, grad_norm: 5.3273 2020-08-06 11:42:28,526 - mmaction - INFO - Epoch [209][920/3757] lr: 8.427e-03, eta: 1 day, 17:39:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7781, loss_cls: 1.9898, loss: 1.9898, grad_norm: 5.4360 2020-08-06 11:42:44,398 - mmaction - INFO - Epoch [209][940/3757] lr: 8.427e-03, eta: 1 day, 17:39:23, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7609, loss_cls: 2.0473, loss: 2.0473, grad_norm: 5.5502 2020-08-06 11:43:00,289 - mmaction - INFO - Epoch [209][960/3757] lr: 8.427e-03, eta: 1 day, 17:39:06, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7719, loss_cls: 1.9853, loss: 1.9853, grad_norm: 5.3787 2020-08-06 11:43:16,177 - mmaction - INFO - Epoch [209][980/3757] lr: 8.427e-03, eta: 1 day, 17:38:48, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7828, loss_cls: 1.9385, loss: 1.9385, grad_norm: 5.3746 2020-08-06 11:43:32,337 - mmaction - INFO - Epoch [209][1000/3757] lr: 8.427e-03, eta: 1 day, 17:38:31, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7719, loss_cls: 1.9492, loss: 1.9492, grad_norm: 5.5365 2020-08-06 11:43:48,643 - mmaction - INFO - Epoch [209][1020/3757] lr: 8.427e-03, eta: 1 day, 17:38:14, time: 0.814, data_time: 0.003, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7961, loss_cls: 1.8448, loss: 1.8448, grad_norm: 5.3353 2020-08-06 11:44:04,833 - mmaction - INFO - Epoch [209][1040/3757] lr: 8.427e-03, eta: 1 day, 17:37:57, time: 0.811, data_time: 0.006, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7844, loss_cls: 1.9592, loss: 1.9592, grad_norm: 5.4699 2020-08-06 11:44:21,178 - mmaction - INFO - Epoch [209][1060/3757] lr: 8.427e-03, eta: 1 day, 17:37:40, time: 0.818, data_time: 0.004, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7609, loss_cls: 2.0106, loss: 2.0106, grad_norm: 5.3936 2020-08-06 11:44:37,212 - mmaction - INFO - Epoch [209][1080/3757] lr: 8.427e-03, eta: 1 day, 17:37:23, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7734, loss_cls: 1.9884, loss: 1.9884, grad_norm: 5.4864 2020-08-06 11:44:53,171 - mmaction - INFO - Epoch [209][1100/3757] lr: 8.427e-03, eta: 1 day, 17:37:06, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7750, loss_cls: 1.9401, loss: 1.9401, grad_norm: 5.4359 2020-08-06 11:45:11,663 - mmaction - INFO - Epoch [209][1120/3757] lr: 8.427e-03, eta: 1 day, 17:36:50, time: 0.925, data_time: 0.129, memory: 6192, top1_acc: 0.4984, top5_acc: 0.7336, loss_cls: 2.1248, loss: 2.1248, grad_norm: 5.7045 2020-08-06 11:45:28,655 - mmaction - INFO - Epoch [209][1140/3757] lr: 8.427e-03, eta: 1 day, 17:36:34, time: 0.849, data_time: 0.003, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7891, loss_cls: 1.8336, loss: 1.8336, grad_norm: 5.1341 2020-08-06 11:45:46,576 - mmaction - INFO - Epoch [209][1160/3757] lr: 8.427e-03, eta: 1 day, 17:36:18, time: 0.896, data_time: 0.004, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7766, loss_cls: 1.9570, loss: 1.9570, grad_norm: 5.3359 2020-08-06 11:46:05,645 - mmaction - INFO - Epoch [209][1180/3757] lr: 8.427e-03, eta: 1 day, 17:36:03, time: 0.954, data_time: 0.001, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7773, loss_cls: 1.9339, loss: 1.9339, grad_norm: 5.4730 2020-08-06 11:46:33,221 - mmaction - INFO - Epoch [209][1200/3757] lr: 8.427e-03, eta: 1 day, 17:35:52, time: 1.379, data_time: 0.004, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7609, loss_cls: 1.9818, loss: 1.9818, grad_norm: 5.3990 2020-08-06 11:46:51,041 - mmaction - INFO - Epoch [209][1220/3757] lr: 8.427e-03, eta: 1 day, 17:35:36, time: 0.890, data_time: 0.003, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7703, loss_cls: 1.9232, loss: 1.9232, grad_norm: 5.5482 2020-08-06 11:47:07,091 - mmaction - INFO - Epoch [209][1240/3757] lr: 8.427e-03, eta: 1 day, 17:35:19, time: 0.803, data_time: 0.001, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0679, loss: 2.0679, grad_norm: 5.6593 2020-08-06 11:47:23,777 - mmaction - INFO - Epoch [209][1260/3757] lr: 8.427e-03, eta: 1 day, 17:35:02, time: 0.834, data_time: 0.001, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7758, loss_cls: 1.9548, loss: 1.9548, grad_norm: 5.5309 2020-08-06 11:47:44,179 - mmaction - INFO - Epoch [209][1280/3757] lr: 8.427e-03, eta: 1 day, 17:34:48, time: 1.018, data_time: 0.004, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7641, loss_cls: 2.0146, loss: 2.0146, grad_norm: 5.5159 2020-08-06 11:48:00,090 - mmaction - INFO - Epoch [209][1300/3757] lr: 8.427e-03, eta: 1 day, 17:34:31, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7539, loss_cls: 2.0098, loss: 2.0098, grad_norm: 5.4850 2020-08-06 11:48:18,905 - mmaction - INFO - Epoch [209][1320/3757] lr: 8.427e-03, eta: 1 day, 17:34:15, time: 0.940, data_time: 0.004, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7578, loss_cls: 2.0039, loss: 2.0039, grad_norm: 5.5361 2020-08-06 11:48:36,311 - mmaction - INFO - Epoch [209][1340/3757] lr: 8.427e-03, eta: 1 day, 17:33:59, time: 0.871, data_time: 0.001, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7898, loss_cls: 1.9125, loss: 1.9125, grad_norm: 5.3537 2020-08-06 11:48:52,581 - mmaction - INFO - Epoch [209][1360/3757] lr: 8.427e-03, eta: 1 day, 17:33:42, time: 0.813, data_time: 0.001, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7688, loss_cls: 1.9226, loss: 1.9226, grad_norm: 5.4338 2020-08-06 11:49:08,605 - mmaction - INFO - Epoch [209][1380/3757] lr: 8.427e-03, eta: 1 day, 17:33:25, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7578, loss_cls: 1.9863, loss: 1.9863, grad_norm: 5.4683 2020-08-06 11:49:24,675 - mmaction - INFO - Epoch [209][1400/3757] lr: 8.427e-03, eta: 1 day, 17:33:08, time: 0.805, data_time: 0.006, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7648, loss_cls: 2.0291, loss: 2.0291, grad_norm: 5.5327 2020-08-06 11:49:40,855 - mmaction - INFO - Epoch [209][1420/3757] lr: 8.427e-03, eta: 1 day, 17:32:51, time: 0.810, data_time: 0.004, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7844, loss_cls: 1.9006, loss: 1.9006, grad_norm: 5.5374 2020-08-06 11:49:59,171 - mmaction - INFO - Epoch [209][1440/3757] lr: 8.427e-03, eta: 1 day, 17:32:35, time: 0.916, data_time: 0.001, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7602, loss_cls: 1.8838, loss: 1.8838, grad_norm: 5.4460 2020-08-06 11:50:16,432 - mmaction - INFO - Epoch [209][1460/3757] lr: 8.427e-03, eta: 1 day, 17:32:18, time: 0.862, data_time: 0.004, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7688, loss_cls: 1.9895, loss: 1.9895, grad_norm: 5.6408 2020-08-06 11:50:32,288 - mmaction - INFO - Epoch [209][1480/3757] lr: 8.427e-03, eta: 1 day, 17:32:01, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7508, loss_cls: 2.0275, loss: 2.0275, grad_norm: 5.4695 2020-08-06 11:50:48,223 - mmaction - INFO - Epoch [209][1500/3757] lr: 8.427e-03, eta: 1 day, 17:31:44, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7578, loss_cls: 1.9396, loss: 1.9396, grad_norm: 5.3852 2020-08-06 11:51:04,162 - mmaction - INFO - Epoch [209][1520/3757] lr: 8.427e-03, eta: 1 day, 17:31:27, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7742, loss_cls: 1.9520, loss: 1.9520, grad_norm: 5.3787 2020-08-06 11:51:19,933 - mmaction - INFO - Epoch [209][1540/3757] lr: 8.427e-03, eta: 1 day, 17:31:10, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.0167, loss: 2.0167, grad_norm: 5.3814 2020-08-06 11:51:35,723 - mmaction - INFO - Epoch [209][1560/3757] lr: 8.427e-03, eta: 1 day, 17:30:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5016, top5_acc: 0.7297, loss_cls: 2.1212, loss: 2.1212, grad_norm: 5.3766 2020-08-06 11:51:51,511 - mmaction - INFO - Epoch [209][1580/3757] lr: 8.427e-03, eta: 1 day, 17:30:35, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7641, loss_cls: 1.9523, loss: 1.9523, grad_norm: 5.2957 2020-08-06 11:52:07,309 - mmaction - INFO - Epoch [209][1600/3757] lr: 8.427e-03, eta: 1 day, 17:30:18, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7328, loss_cls: 2.1708, loss: 2.1708, grad_norm: 5.5314 2020-08-06 11:52:23,078 - mmaction - INFO - Epoch [209][1620/3757] lr: 8.427e-03, eta: 1 day, 17:30:00, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7609, loss_cls: 2.0230, loss: 2.0230, grad_norm: 5.4323 2020-08-06 11:52:38,958 - mmaction - INFO - Epoch [209][1640/3757] lr: 8.427e-03, eta: 1 day, 17:29:43, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.9561, loss: 1.9561, grad_norm: 5.5286 2020-08-06 11:52:54,978 - mmaction - INFO - Epoch [209][1660/3757] lr: 8.427e-03, eta: 1 day, 17:29:26, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7648, loss_cls: 2.0052, loss: 2.0052, grad_norm: 5.7121 2020-08-06 11:53:10,684 - mmaction - INFO - Epoch [209][1680/3757] lr: 8.427e-03, eta: 1 day, 17:29:09, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7664, loss_cls: 2.0073, loss: 2.0073, grad_norm: 5.5820 2020-08-06 11:53:26,794 - mmaction - INFO - Epoch [209][1700/3757] lr: 8.427e-03, eta: 1 day, 17:28:52, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7562, loss_cls: 2.0538, loss: 2.0538, grad_norm: 5.5488 2020-08-06 11:53:42,884 - mmaction - INFO - Epoch [209][1720/3757] lr: 8.427e-03, eta: 1 day, 17:28:35, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7688, loss_cls: 1.9381, loss: 1.9381, grad_norm: 5.3820 2020-08-06 11:54:00,821 - mmaction - INFO - Epoch [209][1740/3757] lr: 8.427e-03, eta: 1 day, 17:28:19, time: 0.897, data_time: 0.004, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7781, loss_cls: 1.9722, loss: 1.9722, grad_norm: 5.5117 2020-08-06 11:54:17,009 - mmaction - INFO - Epoch [209][1760/3757] lr: 8.427e-03, eta: 1 day, 17:28:02, time: 0.808, data_time: 0.005, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7781, loss_cls: 1.9347, loss: 1.9347, grad_norm: 5.5062 2020-08-06 11:54:33,195 - mmaction - INFO - Epoch [209][1780/3757] lr: 8.427e-03, eta: 1 day, 17:27:45, time: 0.810, data_time: 0.005, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7859, loss_cls: 1.9294, loss: 1.9294, grad_norm: 5.5881 2020-08-06 11:54:49,229 - mmaction - INFO - Epoch [209][1800/3757] lr: 8.427e-03, eta: 1 day, 17:27:27, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7547, loss_cls: 2.0348, loss: 2.0348, grad_norm: 5.5825 2020-08-06 11:55:05,550 - mmaction - INFO - Epoch [209][1820/3757] lr: 8.427e-03, eta: 1 day, 17:27:10, time: 0.815, data_time: 0.004, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7406, loss_cls: 2.0934, loss: 2.0934, grad_norm: 5.5625 2020-08-06 11:55:21,633 - mmaction - INFO - Epoch [209][1840/3757] lr: 8.427e-03, eta: 1 day, 17:26:53, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7602, loss_cls: 1.9911, loss: 1.9911, grad_norm: 5.4314 2020-08-06 11:55:37,578 - mmaction - INFO - Epoch [209][1860/3757] lr: 8.427e-03, eta: 1 day, 17:26:36, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7422, loss_cls: 2.0468, loss: 2.0468, grad_norm: 5.3834 2020-08-06 11:55:53,931 - mmaction - INFO - Epoch [209][1880/3757] lr: 8.427e-03, eta: 1 day, 17:26:19, time: 0.818, data_time: 0.004, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7828, loss_cls: 1.8865, loss: 1.8865, grad_norm: 5.4329 2020-08-06 11:56:09,951 - mmaction - INFO - Epoch [209][1900/3757] lr: 8.427e-03, eta: 1 day, 17:26:02, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7648, loss_cls: 2.0232, loss: 2.0232, grad_norm: 5.5486 2020-08-06 11:56:25,962 - mmaction - INFO - Epoch [209][1920/3757] lr: 8.427e-03, eta: 1 day, 17:25:45, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7391, loss_cls: 2.1418, loss: 2.1418, grad_norm: 5.4066 2020-08-06 11:56:42,045 - mmaction - INFO - Epoch [209][1940/3757] lr: 8.427e-03, eta: 1 day, 17:25:28, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7680, loss_cls: 1.9829, loss: 1.9829, grad_norm: 5.3565 2020-08-06 11:56:59,379 - mmaction - INFO - Epoch [209][1960/3757] lr: 8.427e-03, eta: 1 day, 17:25:12, time: 0.867, data_time: 0.004, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7633, loss_cls: 2.0501, loss: 2.0501, grad_norm: 5.5203 2020-08-06 11:57:15,563 - mmaction - INFO - Epoch [209][1980/3757] lr: 8.427e-03, eta: 1 day, 17:24:55, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7805, loss_cls: 1.9186, loss: 1.9186, grad_norm: 5.3654 2020-08-06 11:57:31,744 - mmaction - INFO - Epoch [209][2000/3757] lr: 8.427e-03, eta: 1 day, 17:24:37, time: 0.810, data_time: 0.005, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7547, loss_cls: 1.9701, loss: 1.9701, grad_norm: 5.3885 2020-08-06 11:57:47,821 - mmaction - INFO - Epoch [209][2020/3757] lr: 8.427e-03, eta: 1 day, 17:24:20, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7539, loss_cls: 2.0082, loss: 2.0082, grad_norm: 5.5669 2020-08-06 11:58:03,996 - mmaction - INFO - Epoch [209][2040/3757] lr: 8.427e-03, eta: 1 day, 17:24:03, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7805, loss_cls: 1.9722, loss: 1.9722, grad_norm: 5.3270 2020-08-06 11:58:19,931 - mmaction - INFO - Epoch [209][2060/3757] lr: 8.427e-03, eta: 1 day, 17:23:46, time: 0.798, data_time: 0.006, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7375, loss_cls: 2.0972, loss: 2.0972, grad_norm: 5.4859 2020-08-06 11:58:35,673 - mmaction - INFO - Epoch [209][2080/3757] lr: 8.427e-03, eta: 1 day, 17:23:29, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7867, loss_cls: 1.8211, loss: 1.8211, grad_norm: 5.2747 2020-08-06 11:58:51,504 - mmaction - INFO - Epoch [209][2100/3757] lr: 8.427e-03, eta: 1 day, 17:23:12, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7789, loss_cls: 1.9133, loss: 1.9133, grad_norm: 5.4322 2020-08-06 11:59:07,298 - mmaction - INFO - Epoch [209][2120/3757] lr: 8.427e-03, eta: 1 day, 17:22:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7758, loss_cls: 1.9535, loss: 1.9535, grad_norm: 5.4343 2020-08-06 11:59:23,166 - mmaction - INFO - Epoch [209][2140/3757] lr: 8.427e-03, eta: 1 day, 17:22:37, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7641, loss_cls: 1.9388, loss: 1.9388, grad_norm: 5.4917 2020-08-06 11:59:38,927 - mmaction - INFO - Epoch [209][2160/3757] lr: 8.427e-03, eta: 1 day, 17:22:20, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7531, loss_cls: 2.0333, loss: 2.0333, grad_norm: 5.5575 2020-08-06 11:59:54,709 - mmaction - INFO - Epoch [209][2180/3757] lr: 8.427e-03, eta: 1 day, 17:22:03, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7562, loss_cls: 2.0025, loss: 2.0025, grad_norm: 5.4726 2020-08-06 12:00:14,400 - mmaction - INFO - Epoch [209][2200/3757] lr: 8.427e-03, eta: 1 day, 17:21:48, time: 0.982, data_time: 0.003, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7523, loss_cls: 2.0161, loss: 2.0161, grad_norm: 5.4692 2020-08-06 12:00:30,262 - mmaction - INFO - Epoch [209][2220/3757] lr: 8.427e-03, eta: 1 day, 17:21:30, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7484, loss_cls: 2.0642, loss: 2.0642, grad_norm: 5.5174 2020-08-06 12:00:46,137 - mmaction - INFO - Epoch [209][2240/3757] lr: 8.427e-03, eta: 1 day, 17:21:13, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7625, loss_cls: 2.0238, loss: 2.0238, grad_norm: 5.5305 2020-08-06 12:01:02,024 - mmaction - INFO - Epoch [209][2260/3757] lr: 8.427e-03, eta: 1 day, 17:20:56, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7820, loss_cls: 1.9764, loss: 1.9764, grad_norm: 5.5502 2020-08-06 12:01:17,951 - mmaction - INFO - Epoch [209][2280/3757] lr: 8.427e-03, eta: 1 day, 17:20:39, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7609, loss_cls: 1.9400, loss: 1.9400, grad_norm: 5.4458 2020-08-06 12:01:33,875 - mmaction - INFO - Epoch [209][2300/3757] lr: 8.427e-03, eta: 1 day, 17:20:22, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7602, loss_cls: 2.0150, loss: 2.0150, grad_norm: 5.6621 2020-08-06 12:01:49,747 - mmaction - INFO - Epoch [209][2320/3757] lr: 8.427e-03, eta: 1 day, 17:20:04, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7680, loss_cls: 2.0044, loss: 2.0044, grad_norm: 5.5255 2020-08-06 12:02:05,732 - mmaction - INFO - Epoch [209][2340/3757] lr: 8.427e-03, eta: 1 day, 17:19:47, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7844, loss_cls: 1.8838, loss: 1.8838, grad_norm: 5.2702 2020-08-06 12:02:21,721 - mmaction - INFO - Epoch [209][2360/3757] lr: 8.427e-03, eta: 1 day, 17:19:30, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7688, loss_cls: 2.0070, loss: 2.0070, grad_norm: 5.5151 2020-08-06 12:02:37,782 - mmaction - INFO - Epoch [209][2380/3757] lr: 8.427e-03, eta: 1 day, 17:19:13, time: 0.803, data_time: 0.002, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7656, loss_cls: 1.9546, loss: 1.9546, grad_norm: 5.3863 2020-08-06 12:02:53,794 - mmaction - INFO - Epoch [209][2400/3757] lr: 8.427e-03, eta: 1 day, 17:18:56, time: 0.802, data_time: 0.002, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7875, loss_cls: 1.8935, loss: 1.8935, grad_norm: 5.4214 2020-08-06 12:03:09,972 - mmaction - INFO - Epoch [209][2420/3757] lr: 8.427e-03, eta: 1 day, 17:18:39, time: 0.806, data_time: 0.001, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7656, loss_cls: 1.9537, loss: 1.9537, grad_norm: 5.4630 2020-08-06 12:03:25,869 - mmaction - INFO - Epoch [209][2440/3757] lr: 8.427e-03, eta: 1 day, 17:18:22, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7648, loss_cls: 1.9795, loss: 1.9795, grad_norm: 5.3727 2020-08-06 12:03:41,833 - mmaction - INFO - Epoch [209][2460/3757] lr: 8.427e-03, eta: 1 day, 17:18:04, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7586, loss_cls: 1.9928, loss: 1.9928, grad_norm: 5.4355 2020-08-06 12:04:11,834 - mmaction - INFO - Epoch [209][2480/3757] lr: 8.427e-03, eta: 1 day, 17:17:56, time: 1.500, data_time: 0.119, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7680, loss_cls: 2.0133, loss: 2.0133, grad_norm: 5.5541 2020-08-06 12:07:26,072 - mmaction - INFO - Epoch [209][2500/3757] lr: 8.427e-03, eta: 1 day, 17:19:23, time: 9.713, data_time: 0.098, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7602, loss_cls: 2.0109, loss: 2.0109, grad_norm: 5.5666 2020-08-06 12:07:43,219 - mmaction - INFO - Epoch [209][2520/3757] lr: 8.427e-03, eta: 1 day, 17:19:07, time: 0.857, data_time: 0.005, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7664, loss_cls: 2.0325, loss: 2.0325, grad_norm: 5.3656 2020-08-06 12:08:04,096 - mmaction - INFO - Epoch [209][2540/3757] lr: 8.427e-03, eta: 1 day, 17:18:52, time: 1.043, data_time: 0.005, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7477, loss_cls: 2.1118, loss: 2.1118, grad_norm: 5.5810 2020-08-06 12:08:20,179 - mmaction - INFO - Epoch [209][2560/3757] lr: 8.427e-03, eta: 1 day, 17:18:35, time: 0.806, data_time: 0.005, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7531, loss_cls: 2.0965, loss: 2.0965, grad_norm: 5.4414 2020-08-06 12:08:36,301 - mmaction - INFO - Epoch [209][2580/3757] lr: 8.427e-03, eta: 1 day, 17:18:18, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7789, loss_cls: 1.8377, loss: 1.8377, grad_norm: 5.2154 2020-08-06 12:08:52,210 - mmaction - INFO - Epoch [209][2600/3757] lr: 8.427e-03, eta: 1 day, 17:18:01, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7672, loss_cls: 1.9446, loss: 1.9446, grad_norm: 5.3166 2020-08-06 12:09:08,280 - mmaction - INFO - Epoch [209][2620/3757] lr: 8.427e-03, eta: 1 day, 17:17:44, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7656, loss_cls: 1.9892, loss: 1.9892, grad_norm: 5.4695 2020-08-06 12:09:24,130 - mmaction - INFO - Epoch [209][2640/3757] lr: 8.427e-03, eta: 1 day, 17:17:26, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7539, loss_cls: 2.0290, loss: 2.0290, grad_norm: 5.3713 2020-08-06 12:09:39,960 - mmaction - INFO - Epoch [209][2660/3757] lr: 8.427e-03, eta: 1 day, 17:17:09, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7695, loss_cls: 1.9842, loss: 1.9842, grad_norm: 5.3529 2020-08-06 12:09:56,196 - mmaction - INFO - Epoch [209][2680/3757] lr: 8.427e-03, eta: 1 day, 17:16:52, time: 0.811, data_time: 0.004, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7711, loss_cls: 2.0127, loss: 2.0127, grad_norm: 5.5223 2020-08-06 12:10:12,190 - mmaction - INFO - Epoch [209][2700/3757] lr: 8.427e-03, eta: 1 day, 17:16:35, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7805, loss_cls: 1.8803, loss: 1.8803, grad_norm: 5.4872 2020-08-06 12:10:28,078 - mmaction - INFO - Epoch [209][2720/3757] lr: 8.427e-03, eta: 1 day, 17:16:18, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7719, loss_cls: 1.9616, loss: 1.9616, grad_norm: 5.6232 2020-08-06 12:10:44,077 - mmaction - INFO - Epoch [209][2740/3757] lr: 8.427e-03, eta: 1 day, 17:16:01, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7586, loss_cls: 1.9796, loss: 1.9796, grad_norm: 5.3403 2020-08-06 12:10:59,974 - mmaction - INFO - Epoch [209][2760/3757] lr: 8.427e-03, eta: 1 day, 17:15:43, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7797, loss_cls: 1.8889, loss: 1.8889, grad_norm: 5.2125 2020-08-06 12:11:15,955 - mmaction - INFO - Epoch [209][2780/3757] lr: 8.427e-03, eta: 1 day, 17:15:26, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0380, loss: 2.0380, grad_norm: 5.4007 2020-08-06 12:11:31,986 - mmaction - INFO - Epoch [209][2800/3757] lr: 8.427e-03, eta: 1 day, 17:15:09, time: 0.803, data_time: 0.005, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7492, loss_cls: 2.0472, loss: 2.0472, grad_norm: 5.4370 2020-08-06 12:11:47,898 - mmaction - INFO - Epoch [209][2820/3757] lr: 8.427e-03, eta: 1 day, 17:14:52, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5070, top5_acc: 0.7688, loss_cls: 1.9976, loss: 1.9976, grad_norm: 5.5013 2020-08-06 12:12:03,831 - mmaction - INFO - Epoch [209][2840/3757] lr: 8.427e-03, eta: 1 day, 17:14:35, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7500, loss_cls: 2.0692, loss: 2.0692, grad_norm: 5.4479 2020-08-06 12:12:19,559 - mmaction - INFO - Epoch [209][2860/3757] lr: 8.427e-03, eta: 1 day, 17:14:17, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7445, loss_cls: 1.9993, loss: 1.9993, grad_norm: 5.3521 2020-08-06 12:12:35,636 - mmaction - INFO - Epoch [209][2880/3757] lr: 8.427e-03, eta: 1 day, 17:14:00, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7828, loss_cls: 1.9245, loss: 1.9245, grad_norm: 5.4202 2020-08-06 12:12:51,725 - mmaction - INFO - Epoch [209][2900/3757] lr: 8.427e-03, eta: 1 day, 17:13:43, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7688, loss_cls: 1.9903, loss: 1.9903, grad_norm: 5.4968 2020-08-06 12:13:07,624 - mmaction - INFO - Epoch [209][2920/3757] lr: 8.427e-03, eta: 1 day, 17:13:26, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7750, loss_cls: 1.9336, loss: 1.9336, grad_norm: 5.4245 2020-08-06 12:13:23,539 - mmaction - INFO - Epoch [209][2940/3757] lr: 8.427e-03, eta: 1 day, 17:13:09, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.9979, loss: 1.9979, grad_norm: 5.6456 2020-08-06 12:13:39,520 - mmaction - INFO - Epoch [209][2960/3757] lr: 8.427e-03, eta: 1 day, 17:12:52, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7758, loss_cls: 1.9771, loss: 1.9771, grad_norm: 5.4162 2020-08-06 12:13:55,510 - mmaction - INFO - Epoch [209][2980/3757] lr: 8.427e-03, eta: 1 day, 17:12:34, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7648, loss_cls: 1.9901, loss: 1.9901, grad_norm: 5.5812 2020-08-06 12:14:11,403 - mmaction - INFO - Epoch [209][3000/3757] lr: 8.427e-03, eta: 1 day, 17:12:17, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7562, loss_cls: 2.0440, loss: 2.0440, grad_norm: 5.4389 2020-08-06 12:14:27,387 - mmaction - INFO - Epoch [209][3020/3757] lr: 8.427e-03, eta: 1 day, 17:12:00, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7750, loss_cls: 1.9142, loss: 1.9142, grad_norm: 5.3463 2020-08-06 12:14:43,246 - mmaction - INFO - Epoch [209][3040/3757] lr: 8.427e-03, eta: 1 day, 17:11:43, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7508, loss_cls: 2.0769, loss: 2.0769, grad_norm: 5.5054 2020-08-06 12:14:59,028 - mmaction - INFO - Epoch [209][3060/3757] lr: 8.427e-03, eta: 1 day, 17:11:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7750, loss_cls: 1.9380, loss: 1.9380, grad_norm: 5.3518 2020-08-06 12:15:14,859 - mmaction - INFO - Epoch [209][3080/3757] lr: 8.427e-03, eta: 1 day, 17:11:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7719, loss_cls: 1.9424, loss: 1.9424, grad_norm: 5.3511 2020-08-06 12:15:30,702 - mmaction - INFO - Epoch [209][3100/3757] lr: 8.427e-03, eta: 1 day, 17:10:51, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7648, loss_cls: 2.0073, loss: 2.0073, grad_norm: 5.6019 2020-08-06 12:15:46,475 - mmaction - INFO - Epoch [209][3120/3757] lr: 8.427e-03, eta: 1 day, 17:10:34, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 1.9589, loss: 1.9589, grad_norm: 5.4261 2020-08-06 12:16:02,363 - mmaction - INFO - Epoch [209][3140/3757] lr: 8.427e-03, eta: 1 day, 17:10:16, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5141, top5_acc: 0.7484, loss_cls: 2.1209, loss: 2.1209, grad_norm: 5.8031 2020-08-06 12:16:18,094 - mmaction - INFO - Epoch [209][3160/3757] lr: 8.427e-03, eta: 1 day, 17:09:59, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7602, loss_cls: 1.9739, loss: 1.9739, grad_norm: 5.4258 2020-08-06 12:16:33,898 - mmaction - INFO - Epoch [209][3180/3757] lr: 8.427e-03, eta: 1 day, 17:09:42, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7773, loss_cls: 1.8976, loss: 1.8976, grad_norm: 5.2286 2020-08-06 12:16:49,620 - mmaction - INFO - Epoch [209][3200/3757] lr: 8.427e-03, eta: 1 day, 17:09:25, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7680, loss_cls: 1.9364, loss: 1.9364, grad_norm: 5.3166 2020-08-06 12:17:05,426 - mmaction - INFO - Epoch [209][3220/3757] lr: 8.427e-03, eta: 1 day, 17:09:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7625, loss_cls: 1.9558, loss: 1.9558, grad_norm: 5.3399 2020-08-06 12:17:21,201 - mmaction - INFO - Epoch [209][3240/3757] lr: 8.427e-03, eta: 1 day, 17:08:50, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7766, loss_cls: 1.9816, loss: 1.9816, grad_norm: 5.4740 2020-08-06 12:17:37,183 - mmaction - INFO - Epoch [209][3260/3757] lr: 8.427e-03, eta: 1 day, 17:08:33, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7391, loss_cls: 2.0619, loss: 2.0619, grad_norm: 5.4045 2020-08-06 12:17:53,402 - mmaction - INFO - Epoch [209][3280/3757] lr: 8.427e-03, eta: 1 day, 17:08:16, time: 0.810, data_time: 0.003, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7539, loss_cls: 2.0684, loss: 2.0684, grad_norm: 5.5731 2020-08-06 12:18:09,601 - mmaction - INFO - Epoch [209][3300/3757] lr: 8.427e-03, eta: 1 day, 17:07:59, time: 0.809, data_time: 0.004, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7609, loss_cls: 1.9809, loss: 1.9809, grad_norm: 5.4367 2020-08-06 12:18:25,717 - mmaction - INFO - Epoch [209][3320/3757] lr: 8.427e-03, eta: 1 day, 17:07:42, time: 0.808, data_time: 0.005, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7609, loss_cls: 2.0138, loss: 2.0138, grad_norm: 5.4894 2020-08-06 12:18:41,950 - mmaction - INFO - Epoch [209][3340/3757] lr: 8.427e-03, eta: 1 day, 17:07:25, time: 0.810, data_time: 0.003, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7766, loss_cls: 1.9413, loss: 1.9413, grad_norm: 5.3173 2020-08-06 12:18:58,073 - mmaction - INFO - Epoch [209][3360/3757] lr: 8.427e-03, eta: 1 day, 17:07:08, time: 0.806, data_time: 0.005, memory: 6192, top1_acc: 0.4977, top5_acc: 0.7406, loss_cls: 2.1552, loss: 2.1552, grad_norm: 5.7453 2020-08-06 12:19:15,840 - mmaction - INFO - Epoch [209][3380/3757] lr: 8.427e-03, eta: 1 day, 17:06:52, time: 0.890, data_time: 0.005, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7820, loss_cls: 1.9227, loss: 1.9227, grad_norm: 5.2431 2020-08-06 12:19:31,783 - mmaction - INFO - Epoch [209][3400/3757] lr: 8.427e-03, eta: 1 day, 17:06:34, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7609, loss_cls: 1.9808, loss: 1.9808, grad_norm: 5.6196 2020-08-06 12:19:47,904 - mmaction - INFO - Epoch [209][3420/3757] lr: 8.427e-03, eta: 1 day, 17:06:17, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7719, loss_cls: 1.9688, loss: 1.9688, grad_norm: 5.4320 2020-08-06 12:20:03,826 - mmaction - INFO - Epoch [209][3440/3757] lr: 8.427e-03, eta: 1 day, 17:06:00, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7797, loss_cls: 1.9519, loss: 1.9519, grad_norm: 5.4375 2020-08-06 12:20:22,558 - mmaction - INFO - Epoch [209][3460/3757] lr: 8.427e-03, eta: 1 day, 17:05:44, time: 0.937, data_time: 0.001, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7727, loss_cls: 1.9528, loss: 1.9528, grad_norm: 5.4672 2020-08-06 12:20:39,019 - mmaction - INFO - Epoch [209][3480/3757] lr: 8.427e-03, eta: 1 day, 17:05:28, time: 0.822, data_time: 0.003, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7633, loss_cls: 2.0481, loss: 2.0481, grad_norm: 5.4745 2020-08-06 12:20:55,045 - mmaction - INFO - Epoch [209][3500/3757] lr: 8.427e-03, eta: 1 day, 17:05:10, time: 0.801, data_time: 0.006, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7680, loss_cls: 2.0310, loss: 2.0310, grad_norm: 5.6455 2020-08-06 12:21:11,282 - mmaction - INFO - Epoch [209][3520/3757] lr: 8.427e-03, eta: 1 day, 17:04:53, time: 0.813, data_time: 0.002, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7570, loss_cls: 2.0426, loss: 2.0426, grad_norm: 5.5334 2020-08-06 12:21:27,439 - mmaction - INFO - Epoch [209][3540/3757] lr: 8.427e-03, eta: 1 day, 17:04:36, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7641, loss_cls: 2.0612, loss: 2.0612, grad_norm: 5.4664 2020-08-06 12:21:43,612 - mmaction - INFO - Epoch [209][3560/3757] lr: 8.427e-03, eta: 1 day, 17:04:19, time: 0.809, data_time: 0.003, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7633, loss_cls: 1.9617, loss: 1.9617, grad_norm: 5.3186 2020-08-06 12:21:59,827 - mmaction - INFO - Epoch [209][3580/3757] lr: 8.427e-03, eta: 1 day, 17:04:02, time: 0.811, data_time: 0.001, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7703, loss_cls: 1.9627, loss: 1.9627, grad_norm: 5.4240 2020-08-06 12:22:16,016 - mmaction - INFO - Epoch [209][3600/3757] lr: 8.427e-03, eta: 1 day, 17:03:45, time: 0.809, data_time: 0.003, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0290, loss: 2.0290, grad_norm: 5.5120 2020-08-06 12:22:32,028 - mmaction - INFO - Epoch [209][3620/3757] lr: 8.427e-03, eta: 1 day, 17:03:28, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7531, loss_cls: 2.0834, loss: 2.0834, grad_norm: 5.5958 2020-08-06 12:22:47,830 - mmaction - INFO - Epoch [209][3640/3757] lr: 8.427e-03, eta: 1 day, 17:03:11, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7508, loss_cls: 1.9832, loss: 1.9832, grad_norm: 5.3654 2020-08-06 12:23:03,927 - mmaction - INFO - Epoch [209][3660/3757] lr: 8.427e-03, eta: 1 day, 17:02:54, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5031, top5_acc: 0.7570, loss_cls: 2.0671, loss: 2.0671, grad_norm: 5.4778 2020-08-06 12:23:20,444 - mmaction - INFO - Epoch [209][3680/3757] lr: 8.427e-03, eta: 1 day, 17:02:37, time: 0.826, data_time: 0.016, memory: 6192, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0491, loss: 2.0491, grad_norm: 5.5987 2020-08-06 12:23:36,510 - mmaction - INFO - Epoch [209][3700/3757] lr: 8.427e-03, eta: 1 day, 17:02:20, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7844, loss_cls: 1.9563, loss: 1.9563, grad_norm: 5.4683 2020-08-06 12:23:57,566 - mmaction - INFO - Epoch [209][3720/3757] lr: 8.427e-03, eta: 1 day, 17:02:06, time: 1.052, data_time: 0.003, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7461, loss_cls: 2.1010, loss: 2.1010, grad_norm: 5.4762 2020-08-06 12:24:14,268 - mmaction - INFO - Epoch [209][3740/3757] lr: 8.427e-03, eta: 1 day, 17:01:49, time: 0.836, data_time: 0.004, memory: 6192, top1_acc: 0.5117, top5_acc: 0.7477, loss_cls: 2.0720, loss: 2.0720, grad_norm: 5.5668 2020-08-06 12:26:58,992 - mmaction - INFO - Epoch [210][20/3757] lr: 8.089e-03, eta: 1 day, 17:02:23, time: 7.196, data_time: 6.248, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7867, loss_cls: 1.9009, loss: 1.9009, grad_norm: 5.5057 2020-08-06 12:27:14,973 - mmaction - INFO - Epoch [210][40/3757] lr: 8.089e-03, eta: 1 day, 17:02:06, time: 0.798, data_time: 0.008, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7805, loss_cls: 1.9289, loss: 1.9289, grad_norm: 5.5028 2020-08-06 12:27:31,120 - mmaction - INFO - Epoch [210][60/3757] lr: 8.089e-03, eta: 1 day, 17:01:49, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7766, loss_cls: 1.9430, loss: 1.9430, grad_norm: 5.3637 2020-08-06 12:27:47,216 - mmaction - INFO - Epoch [210][80/3757] lr: 8.089e-03, eta: 1 day, 17:01:32, time: 0.805, data_time: 0.005, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7789, loss_cls: 1.8819, loss: 1.8819, grad_norm: 5.3807 2020-08-06 12:28:03,161 - mmaction - INFO - Epoch [210][100/3757] lr: 8.089e-03, eta: 1 day, 17:01:15, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7555, loss_cls: 1.9881, loss: 1.9881, grad_norm: 5.5052 2020-08-06 12:28:19,195 - mmaction - INFO - Epoch [210][120/3757] lr: 8.089e-03, eta: 1 day, 17:00:58, time: 0.803, data_time: 0.005, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7555, loss_cls: 1.9991, loss: 1.9991, grad_norm: 5.4942 2020-08-06 12:28:35,398 - mmaction - INFO - Epoch [210][140/3757] lr: 8.089e-03, eta: 1 day, 17:00:41, time: 0.809, data_time: 0.015, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7703, loss_cls: 1.9421, loss: 1.9421, grad_norm: 5.3750 2020-08-06 12:29:00,763 - mmaction - INFO - Epoch [210][160/3757] lr: 8.089e-03, eta: 1 day, 17:00:29, time: 1.270, data_time: 0.222, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7461, loss_cls: 2.0053, loss: 2.0053, grad_norm: 5.3765 2020-08-06 12:29:17,175 - mmaction - INFO - Epoch [210][180/3757] lr: 8.089e-03, eta: 1 day, 17:00:12, time: 0.819, data_time: 0.012, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7680, loss_cls: 1.9330, loss: 1.9330, grad_norm: 5.4115 2020-08-06 12:29:33,351 - mmaction - INFO - Epoch [210][200/3757] lr: 8.089e-03, eta: 1 day, 16:59:55, time: 0.809, data_time: 0.005, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7734, loss_cls: 1.9260, loss: 1.9260, grad_norm: 5.3367 2020-08-06 12:29:49,418 - mmaction - INFO - Epoch [210][220/3757] lr: 8.089e-03, eta: 1 day, 16:59:38, time: 0.804, data_time: 0.005, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7688, loss_cls: 1.9582, loss: 1.9582, grad_norm: 5.6118 2020-08-06 12:30:05,588 - mmaction - INFO - Epoch [210][240/3757] lr: 8.089e-03, eta: 1 day, 16:59:21, time: 0.809, data_time: 0.004, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7664, loss_cls: 1.9891, loss: 1.9891, grad_norm: 5.4898 2020-08-06 12:30:21,578 - mmaction - INFO - Epoch [210][260/3757] lr: 8.089e-03, eta: 1 day, 16:59:04, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7695, loss_cls: 1.9465, loss: 1.9465, grad_norm: 5.4687 2020-08-06 12:30:37,479 - mmaction - INFO - Epoch [210][280/3757] lr: 8.089e-03, eta: 1 day, 16:58:46, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7883, loss_cls: 1.8679, loss: 1.8679, grad_norm: 5.5291 2020-08-06 12:30:53,327 - mmaction - INFO - Epoch [210][300/3757] lr: 8.089e-03, eta: 1 day, 16:58:29, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7773, loss_cls: 1.9201, loss: 1.9201, grad_norm: 5.4808 2020-08-06 12:31:09,132 - mmaction - INFO - Epoch [210][320/3757] lr: 8.089e-03, eta: 1 day, 16:58:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7812, loss_cls: 1.8959, loss: 1.8959, grad_norm: 5.6112 2020-08-06 12:31:25,394 - mmaction - INFO - Epoch [210][340/3757] lr: 8.089e-03, eta: 1 day, 16:57:55, time: 0.813, data_time: 0.013, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7758, loss_cls: 1.9055, loss: 1.9055, grad_norm: 5.3889 2020-08-06 12:31:41,260 - mmaction - INFO - Epoch [210][360/3757] lr: 8.089e-03, eta: 1 day, 16:57:38, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7727, loss_cls: 1.9350, loss: 1.9350, grad_norm: 5.5453 2020-08-06 12:31:57,428 - mmaction - INFO - Epoch [210][380/3757] lr: 8.089e-03, eta: 1 day, 16:57:21, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7656, loss_cls: 1.9689, loss: 1.9689, grad_norm: 5.5817 2020-08-06 12:32:13,584 - mmaction - INFO - Epoch [210][400/3757] lr: 8.089e-03, eta: 1 day, 16:57:03, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7789, loss_cls: 1.8857, loss: 1.8857, grad_norm: 5.5435 2020-08-06 12:32:29,805 - mmaction - INFO - Epoch [210][420/3757] lr: 8.089e-03, eta: 1 day, 16:56:46, time: 0.811, data_time: 0.003, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7602, loss_cls: 1.9571, loss: 1.9571, grad_norm: 5.6047 2020-08-06 12:32:46,213 - mmaction - INFO - Epoch [210][440/3757] lr: 8.089e-03, eta: 1 day, 16:56:30, time: 0.818, data_time: 0.003, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.9078, loss: 1.9078, grad_norm: 5.3008 2020-08-06 12:33:02,410 - mmaction - INFO - Epoch [210][460/3757] lr: 8.089e-03, eta: 1 day, 16:56:12, time: 0.811, data_time: 0.006, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7789, loss_cls: 1.9233, loss: 1.9233, grad_norm: 5.3959 2020-08-06 12:35:22,493 - mmaction - INFO - Epoch [210][480/3757] lr: 8.089e-03, eta: 1 day, 16:57:07, time: 7.005, data_time: 6.204, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7602, loss_cls: 2.0446, loss: 2.0446, grad_norm: 5.7342 2020-08-06 12:35:38,891 - mmaction - INFO - Epoch [210][500/3757] lr: 8.089e-03, eta: 1 day, 16:56:50, time: 0.821, data_time: 0.005, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7734, loss_cls: 1.9520, loss: 1.9520, grad_norm: 5.4694 2020-08-06 12:35:54,959 - mmaction - INFO - Epoch [210][520/3757] lr: 8.089e-03, eta: 1 day, 16:56:33, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7609, loss_cls: 2.0002, loss: 2.0002, grad_norm: 5.5078 2020-08-06 12:36:12,414 - mmaction - INFO - Epoch [210][540/3757] lr: 8.089e-03, eta: 1 day, 16:56:17, time: 0.873, data_time: 0.004, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7547, loss_cls: 2.0810, loss: 2.0810, grad_norm: 5.6668 2020-08-06 12:36:28,382 - mmaction - INFO - Epoch [210][560/3757] lr: 8.089e-03, eta: 1 day, 16:55:59, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7602, loss_cls: 2.0040, loss: 2.0040, grad_norm: 5.7356 2020-08-06 12:36:44,510 - mmaction - INFO - Epoch [210][580/3757] lr: 8.089e-03, eta: 1 day, 16:55:42, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7742, loss_cls: 1.9399, loss: 1.9399, grad_norm: 5.4244 2020-08-06 12:37:00,647 - mmaction - INFO - Epoch [210][600/3757] lr: 8.089e-03, eta: 1 day, 16:55:25, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7734, loss_cls: 1.9160, loss: 1.9160, grad_norm: 5.5381 2020-08-06 12:37:20,617 - mmaction - INFO - Epoch [210][620/3757] lr: 8.089e-03, eta: 1 day, 16:55:10, time: 0.999, data_time: 0.004, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7609, loss_cls: 1.9490, loss: 1.9490, grad_norm: 5.4885 2020-08-06 12:37:36,603 - mmaction - INFO - Epoch [210][640/3757] lr: 8.089e-03, eta: 1 day, 16:54:53, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7703, loss_cls: 1.9584, loss: 1.9584, grad_norm: 5.4978 2020-08-06 12:38:02,493 - mmaction - INFO - Epoch [210][660/3757] lr: 8.089e-03, eta: 1 day, 16:54:42, time: 1.294, data_time: 0.003, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7797, loss_cls: 1.9087, loss: 1.9087, grad_norm: 5.4995 2020-08-06 12:38:18,839 - mmaction - INFO - Epoch [210][680/3757] lr: 8.089e-03, eta: 1 day, 16:54:25, time: 0.817, data_time: 0.003, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7617, loss_cls: 1.9650, loss: 1.9650, grad_norm: 5.4311 2020-08-06 12:38:40,505 - mmaction - INFO - Epoch [210][700/3757] lr: 8.089e-03, eta: 1 day, 16:54:11, time: 1.084, data_time: 0.099, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7820, loss_cls: 1.8944, loss: 1.8944, grad_norm: 5.5494 2020-08-06 12:38:57,587 - mmaction - INFO - Epoch [210][720/3757] lr: 8.089e-03, eta: 1 day, 16:53:54, time: 0.854, data_time: 0.003, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7453, loss_cls: 2.0988, loss: 2.0988, grad_norm: 5.4523 2020-08-06 12:39:13,532 - mmaction - INFO - Epoch [210][740/3757] lr: 8.089e-03, eta: 1 day, 16:53:37, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7664, loss_cls: 1.9442, loss: 1.9442, grad_norm: 5.3501 2020-08-06 12:39:32,313 - mmaction - INFO - Epoch [210][760/3757] lr: 8.089e-03, eta: 1 day, 16:53:21, time: 0.939, data_time: 0.134, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7734, loss_cls: 1.9230, loss: 1.9230, grad_norm: 5.4691 2020-08-06 12:39:48,302 - mmaction - INFO - Epoch [210][780/3757] lr: 8.089e-03, eta: 1 day, 16:53:04, time: 0.799, data_time: 0.002, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7695, loss_cls: 1.9439, loss: 1.9439, grad_norm: 5.4623 2020-08-06 12:40:08,180 - mmaction - INFO - Epoch [210][800/3757] lr: 8.089e-03, eta: 1 day, 16:52:49, time: 0.996, data_time: 0.014, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7719, loss_cls: 1.9106, loss: 1.9106, grad_norm: 5.5008 2020-08-06 12:40:27,061 - mmaction - INFO - Epoch [210][820/3757] lr: 8.089e-03, eta: 1 day, 16:52:34, time: 0.944, data_time: 0.107, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7750, loss_cls: 1.8853, loss: 1.8853, grad_norm: 5.4161 2020-08-06 12:40:43,031 - mmaction - INFO - Epoch [210][840/3757] lr: 8.089e-03, eta: 1 day, 16:52:17, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7703, loss_cls: 1.9352, loss: 1.9352, grad_norm: 5.6118 2020-08-06 12:40:58,813 - mmaction - INFO - Epoch [210][860/3757] lr: 8.089e-03, eta: 1 day, 16:51:59, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.5805, top5_acc: 0.7977, loss_cls: 1.8034, loss: 1.8034, grad_norm: 5.3784 2020-08-06 12:41:14,661 - mmaction - INFO - Epoch [210][880/3757] lr: 8.089e-03, eta: 1 day, 16:51:42, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7758, loss_cls: 1.9047, loss: 1.9047, grad_norm: 5.5869 2020-08-06 12:41:30,498 - mmaction - INFO - Epoch [210][900/3757] lr: 8.089e-03, eta: 1 day, 16:51:25, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7906, loss_cls: 1.8505, loss: 1.8505, grad_norm: 5.4208 2020-08-06 12:41:46,489 - mmaction - INFO - Epoch [210][920/3757] lr: 8.089e-03, eta: 1 day, 16:51:08, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7852, loss_cls: 1.8847, loss: 1.8847, grad_norm: 5.4879 2020-08-06 12:42:02,171 - mmaction - INFO - Epoch [210][940/3757] lr: 8.089e-03, eta: 1 day, 16:50:50, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7539, loss_cls: 2.0106, loss: 2.0106, grad_norm: 5.6246 2020-08-06 12:42:17,961 - mmaction - INFO - Epoch [210][960/3757] lr: 8.089e-03, eta: 1 day, 16:50:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7883, loss_cls: 1.8513, loss: 1.8513, grad_norm: 5.4312 2020-08-06 12:42:33,821 - mmaction - INFO - Epoch [210][980/3757] lr: 8.089e-03, eta: 1 day, 16:50:16, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7664, loss_cls: 1.9675, loss: 1.9675, grad_norm: 5.4617 2020-08-06 12:42:50,023 - mmaction - INFO - Epoch [210][1000/3757] lr: 8.089e-03, eta: 1 day, 16:49:59, time: 0.811, data_time: 0.004, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7883, loss_cls: 1.9002, loss: 1.9002, grad_norm: 5.5002 2020-08-06 12:43:06,235 - mmaction - INFO - Epoch [210][1020/3757] lr: 8.089e-03, eta: 1 day, 16:49:42, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7828, loss_cls: 1.8575, loss: 1.8575, grad_norm: 5.4563 2020-08-06 12:43:22,443 - mmaction - INFO - Epoch [210][1040/3757] lr: 8.089e-03, eta: 1 day, 16:49:25, time: 0.813, data_time: 0.007, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7500, loss_cls: 2.0209, loss: 2.0209, grad_norm: 5.5606 2020-08-06 12:43:38,587 - mmaction - INFO - Epoch [210][1060/3757] lr: 8.089e-03, eta: 1 day, 16:49:07, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7734, loss_cls: 1.8871, loss: 1.8871, grad_norm: 5.5065 2020-08-06 12:43:54,837 - mmaction - INFO - Epoch [210][1080/3757] lr: 8.089e-03, eta: 1 day, 16:48:50, time: 0.813, data_time: 0.005, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7719, loss_cls: 1.9328, loss: 1.9328, grad_norm: 5.3864 2020-08-06 12:44:10,805 - mmaction - INFO - Epoch [210][1100/3757] lr: 8.089e-03, eta: 1 day, 16:48:33, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7617, loss_cls: 1.9201, loss: 1.9201, grad_norm: 5.3293 2020-08-06 12:44:26,916 - mmaction - INFO - Epoch [210][1120/3757] lr: 8.089e-03, eta: 1 day, 16:48:16, time: 0.805, data_time: 0.005, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7648, loss_cls: 1.9868, loss: 1.9868, grad_norm: 5.5073 2020-08-06 12:44:43,045 - mmaction - INFO - Epoch [210][1140/3757] lr: 8.089e-03, eta: 1 day, 16:47:59, time: 0.808, data_time: 0.005, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7789, loss_cls: 1.9812, loss: 1.9812, grad_norm: 5.6781 2020-08-06 12:45:03,472 - mmaction - INFO - Epoch [210][1160/3757] lr: 8.089e-03, eta: 1 day, 16:47:44, time: 1.021, data_time: 0.004, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7531, loss_cls: 2.0094, loss: 2.0094, grad_norm: 5.4227 2020-08-06 12:45:22,132 - mmaction - INFO - Epoch [210][1180/3757] lr: 8.089e-03, eta: 1 day, 16:47:29, time: 0.933, data_time: 0.001, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7852, loss_cls: 1.8535, loss: 1.8535, grad_norm: 5.4731 2020-08-06 12:45:38,253 - mmaction - INFO - Epoch [210][1200/3757] lr: 8.089e-03, eta: 1 day, 16:47:12, time: 0.806, data_time: 0.001, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7766, loss_cls: 1.8965, loss: 1.8965, grad_norm: 5.4796 2020-08-06 12:45:54,135 - mmaction - INFO - Epoch [210][1220/3757] lr: 8.089e-03, eta: 1 day, 16:46:54, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7773, loss_cls: 1.9421, loss: 1.9421, grad_norm: 5.4617 2020-08-06 12:46:10,135 - mmaction - INFO - Epoch [210][1240/3757] lr: 8.089e-03, eta: 1 day, 16:46:37, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7914, loss_cls: 1.8914, loss: 1.8914, grad_norm: 5.5505 2020-08-06 12:46:26,342 - mmaction - INFO - Epoch [210][1260/3757] lr: 8.089e-03, eta: 1 day, 16:46:20, time: 0.813, data_time: 0.014, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7805, loss_cls: 1.9006, loss: 1.9006, grad_norm: 5.6600 2020-08-06 12:46:42,395 - mmaction - INFO - Epoch [210][1280/3757] lr: 8.089e-03, eta: 1 day, 16:46:03, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7680, loss_cls: 1.9361, loss: 1.9361, grad_norm: 5.5216 2020-08-06 12:46:58,346 - mmaction - INFO - Epoch [210][1300/3757] lr: 8.089e-03, eta: 1 day, 16:45:46, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7602, loss_cls: 1.9895, loss: 1.9895, grad_norm: 5.5167 2020-08-06 12:47:14,535 - mmaction - INFO - Epoch [210][1320/3757] lr: 8.089e-03, eta: 1 day, 16:45:29, time: 0.810, data_time: 0.005, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7570, loss_cls: 2.0299, loss: 2.0299, grad_norm: 5.7090 2020-08-06 12:47:30,824 - mmaction - INFO - Epoch [210][1340/3757] lr: 8.089e-03, eta: 1 day, 16:45:12, time: 0.814, data_time: 0.004, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7641, loss_cls: 2.0094, loss: 2.0094, grad_norm: 5.6370 2020-08-06 12:47:46,937 - mmaction - INFO - Epoch [210][1360/3757] lr: 8.089e-03, eta: 1 day, 16:44:55, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7680, loss_cls: 1.9306, loss: 1.9306, grad_norm: 5.4851 2020-08-06 12:48:02,977 - mmaction - INFO - Epoch [210][1380/3757] lr: 8.089e-03, eta: 1 day, 16:44:38, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7727, loss_cls: 1.9114, loss: 1.9114, grad_norm: 5.4142 2020-08-06 12:48:18,964 - mmaction - INFO - Epoch [210][1400/3757] lr: 8.089e-03, eta: 1 day, 16:44:20, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7562, loss_cls: 2.0098, loss: 2.0098, grad_norm: 5.6491 2020-08-06 12:48:37,438 - mmaction - INFO - Epoch [210][1420/3757] lr: 8.089e-03, eta: 1 day, 16:44:05, time: 0.925, data_time: 0.004, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7797, loss_cls: 1.9578, loss: 1.9578, grad_norm: 5.6119 2020-08-06 12:48:53,518 - mmaction - INFO - Epoch [210][1440/3757] lr: 8.089e-03, eta: 1 day, 16:43:47, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7703, loss_cls: 1.9483, loss: 1.9483, grad_norm: 5.2958 2020-08-06 12:49:09,646 - mmaction - INFO - Epoch [210][1460/3757] lr: 8.089e-03, eta: 1 day, 16:43:30, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7555, loss_cls: 1.9614, loss: 1.9614, grad_norm: 5.3569 2020-08-06 12:49:25,666 - mmaction - INFO - Epoch [210][1480/3757] lr: 8.089e-03, eta: 1 day, 16:43:13, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7766, loss_cls: 1.9315, loss: 1.9315, grad_norm: 5.5013 2020-08-06 12:49:43,011 - mmaction - INFO - Epoch [210][1500/3757] lr: 8.089e-03, eta: 1 day, 16:42:57, time: 0.867, data_time: 0.003, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7898, loss_cls: 1.9034, loss: 1.9034, grad_norm: 5.3243 2020-08-06 12:50:00,104 - mmaction - INFO - Epoch [210][1520/3757] lr: 8.089e-03, eta: 1 day, 16:42:40, time: 0.854, data_time: 0.004, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7625, loss_cls: 1.9726, loss: 1.9726, grad_norm: 5.5420 2020-08-06 12:50:16,374 - mmaction - INFO - Epoch [210][1540/3757] lr: 8.089e-03, eta: 1 day, 16:42:23, time: 0.813, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7828, loss_cls: 1.9639, loss: 1.9639, grad_norm: 5.5448 2020-08-06 12:50:32,518 - mmaction - INFO - Epoch [210][1560/3757] lr: 8.089e-03, eta: 1 day, 16:42:06, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7664, loss_cls: 1.9158, loss: 1.9158, grad_norm: 5.4274 2020-08-06 12:50:48,724 - mmaction - INFO - Epoch [210][1580/3757] lr: 8.089e-03, eta: 1 day, 16:41:49, time: 0.811, data_time: 0.004, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7719, loss_cls: 1.9199, loss: 1.9199, grad_norm: 5.5864 2020-08-06 12:51:05,216 - mmaction - INFO - Epoch [210][1600/3757] lr: 8.089e-03, eta: 1 day, 16:41:32, time: 0.823, data_time: 0.012, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7734, loss_cls: 1.9598, loss: 1.9598, grad_norm: 5.5372 2020-08-06 12:51:21,327 - mmaction - INFO - Epoch [210][1620/3757] lr: 8.089e-03, eta: 1 day, 16:41:15, time: 0.807, data_time: 0.002, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7539, loss_cls: 2.0280, loss: 2.0280, grad_norm: 5.5018 2020-08-06 12:51:37,296 - mmaction - INFO - Epoch [210][1640/3757] lr: 8.089e-03, eta: 1 day, 16:40:58, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7711, loss_cls: 1.9956, loss: 1.9956, grad_norm: 5.6172 2020-08-06 12:51:53,479 - mmaction - INFO - Epoch [210][1660/3757] lr: 8.089e-03, eta: 1 day, 16:40:41, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7828, loss_cls: 1.9681, loss: 1.9681, grad_norm: 5.7295 2020-08-06 12:52:09,284 - mmaction - INFO - Epoch [210][1680/3757] lr: 8.089e-03, eta: 1 day, 16:40:24, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7641, loss_cls: 1.9603, loss: 1.9603, grad_norm: 5.5275 2020-08-06 12:52:26,736 - mmaction - INFO - Epoch [210][1700/3757] lr: 8.089e-03, eta: 1 day, 16:40:07, time: 0.871, data_time: 0.003, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7586, loss_cls: 2.0534, loss: 2.0534, grad_norm: 5.4368 2020-08-06 12:52:42,787 - mmaction - INFO - Epoch [210][1720/3757] lr: 8.089e-03, eta: 1 day, 16:39:50, time: 0.804, data_time: 0.005, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7906, loss_cls: 1.9024, loss: 1.9024, grad_norm: 5.4462 2020-08-06 12:52:58,903 - mmaction - INFO - Epoch [210][1740/3757] lr: 8.089e-03, eta: 1 day, 16:39:33, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7977, loss_cls: 1.9087, loss: 1.9087, grad_norm: 5.5091 2020-08-06 12:53:14,954 - mmaction - INFO - Epoch [210][1760/3757] lr: 8.089e-03, eta: 1 day, 16:39:16, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7773, loss_cls: 1.9420, loss: 1.9420, grad_norm: 5.5171 2020-08-06 12:53:31,123 - mmaction - INFO - Epoch [210][1780/3757] lr: 8.089e-03, eta: 1 day, 16:38:59, time: 0.808, data_time: 0.005, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7703, loss_cls: 1.9712, loss: 1.9712, grad_norm: 5.5404 2020-08-06 12:53:47,283 - mmaction - INFO - Epoch [210][1800/3757] lr: 8.089e-03, eta: 1 day, 16:38:42, time: 0.810, data_time: 0.006, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7883, loss_cls: 1.8779, loss: 1.8779, grad_norm: 5.3701 2020-08-06 12:54:04,349 - mmaction - INFO - Epoch [210][1820/3757] lr: 8.089e-03, eta: 1 day, 16:38:25, time: 0.854, data_time: 0.004, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7633, loss_cls: 1.9590, loss: 1.9590, grad_norm: 5.4783 2020-08-06 12:54:20,423 - mmaction - INFO - Epoch [210][1840/3757] lr: 8.089e-03, eta: 1 day, 16:38:08, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7703, loss_cls: 2.0230, loss: 2.0230, grad_norm: 5.5205 2020-08-06 12:54:36,509 - mmaction - INFO - Epoch [210][1860/3757] lr: 8.089e-03, eta: 1 day, 16:37:51, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.5703, top5_acc: 0.8023, loss_cls: 1.8101, loss: 1.8101, grad_norm: 5.4352 2020-08-06 12:54:52,421 - mmaction - INFO - Epoch [210][1880/3757] lr: 8.089e-03, eta: 1 day, 16:37:34, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7586, loss_cls: 2.0315, loss: 2.0315, grad_norm: 5.6469 2020-08-06 12:55:08,571 - mmaction - INFO - Epoch [210][1900/3757] lr: 8.089e-03, eta: 1 day, 16:37:17, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7969, loss_cls: 1.7965, loss: 1.7965, grad_norm: 5.3731 2020-08-06 12:55:24,570 - mmaction - INFO - Epoch [210][1920/3757] lr: 8.089e-03, eta: 1 day, 16:36:59, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7930, loss_cls: 1.8359, loss: 1.8359, grad_norm: 5.3886 2020-08-06 12:55:40,576 - mmaction - INFO - Epoch [210][1940/3757] lr: 8.089e-03, eta: 1 day, 16:36:42, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7820, loss_cls: 1.8491, loss: 1.8491, grad_norm: 5.4030 2020-08-06 12:55:56,595 - mmaction - INFO - Epoch [210][1960/3757] lr: 8.089e-03, eta: 1 day, 16:36:25, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7641, loss_cls: 2.0197, loss: 2.0197, grad_norm: 5.6517 2020-08-06 12:56:12,727 - mmaction - INFO - Epoch [210][1980/3757] lr: 8.089e-03, eta: 1 day, 16:36:08, time: 0.810, data_time: 0.006, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7828, loss_cls: 1.9237, loss: 1.9237, grad_norm: 5.5461 2020-08-06 12:56:30,540 - mmaction - INFO - Epoch [210][2000/3757] lr: 8.089e-03, eta: 1 day, 16:35:52, time: 0.890, data_time: 0.003, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7789, loss_cls: 1.9619, loss: 1.9619, grad_norm: 5.5384 2020-08-06 12:56:46,706 - mmaction - INFO - Epoch [210][2020/3757] lr: 8.089e-03, eta: 1 day, 16:35:35, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7891, loss_cls: 1.8935, loss: 1.8935, grad_norm: 5.5753 2020-08-06 12:57:02,910 - mmaction - INFO - Epoch [210][2040/3757] lr: 8.089e-03, eta: 1 day, 16:35:18, time: 0.811, data_time: 0.004, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7820, loss_cls: 1.8779, loss: 1.8779, grad_norm: 5.4963 2020-08-06 12:57:18,778 - mmaction - INFO - Epoch [210][2060/3757] lr: 8.089e-03, eta: 1 day, 16:35:01, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7617, loss_cls: 2.0434, loss: 2.0434, grad_norm: 5.7920 2020-08-06 12:57:34,905 - mmaction - INFO - Epoch [210][2080/3757] lr: 8.089e-03, eta: 1 day, 16:34:43, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7648, loss_cls: 1.9300, loss: 1.9300, grad_norm: 5.4170 2020-08-06 12:57:50,719 - mmaction - INFO - Epoch [210][2100/3757] lr: 8.089e-03, eta: 1 day, 16:34:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 1.9288, loss: 1.9288, grad_norm: 5.6142 2020-08-06 12:58:06,783 - mmaction - INFO - Epoch [210][2120/3757] lr: 8.089e-03, eta: 1 day, 16:34:09, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7812, loss_cls: 1.9064, loss: 1.9064, grad_norm: 5.7584 2020-08-06 12:58:24,466 - mmaction - INFO - Epoch [210][2140/3757] lr: 8.089e-03, eta: 1 day, 16:33:53, time: 0.885, data_time: 0.004, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7852, loss_cls: 1.8842, loss: 1.8842, grad_norm: 5.3600 2020-08-06 12:58:45,573 - mmaction - INFO - Epoch [210][2160/3757] lr: 8.089e-03, eta: 1 day, 16:33:39, time: 1.054, data_time: 0.210, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7664, loss_cls: 1.9536, loss: 1.9536, grad_norm: 5.5223 2020-08-06 12:59:01,648 - mmaction - INFO - Epoch [210][2180/3757] lr: 8.089e-03, eta: 1 day, 16:33:21, time: 0.805, data_time: 0.005, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7828, loss_cls: 1.9076, loss: 1.9076, grad_norm: 5.5791 2020-08-06 12:59:17,706 - mmaction - INFO - Epoch [210][2200/3757] lr: 8.089e-03, eta: 1 day, 16:33:04, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7648, loss_cls: 1.9764, loss: 1.9764, grad_norm: 5.6902 2020-08-06 12:59:33,945 - mmaction - INFO - Epoch [210][2220/3757] lr: 8.089e-03, eta: 1 day, 16:32:47, time: 0.812, data_time: 0.004, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7672, loss_cls: 1.9717, loss: 1.9717, grad_norm: 5.6069 2020-08-06 12:59:50,103 - mmaction - INFO - Epoch [210][2240/3757] lr: 8.089e-03, eta: 1 day, 16:32:30, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7430, loss_cls: 2.0621, loss: 2.0621, grad_norm: 5.7526 2020-08-06 13:00:10,443 - mmaction - INFO - Epoch [210][2260/3757] lr: 8.089e-03, eta: 1 day, 16:32:15, time: 1.012, data_time: 0.003, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7750, loss_cls: 1.9572, loss: 1.9572, grad_norm: 5.5228 2020-08-06 13:00:26,329 - mmaction - INFO - Epoch [210][2280/3757] lr: 8.089e-03, eta: 1 day, 16:31:58, time: 0.799, data_time: 0.006, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7695, loss_cls: 1.9836, loss: 1.9836, grad_norm: 5.5281 2020-08-06 13:00:42,214 - mmaction - INFO - Epoch [210][2300/3757] lr: 8.089e-03, eta: 1 day, 16:31:41, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7609, loss_cls: 1.9680, loss: 1.9680, grad_norm: 5.6202 2020-08-06 13:01:02,087 - mmaction - INFO - Epoch [210][2320/3757] lr: 8.089e-03, eta: 1 day, 16:31:26, time: 0.993, data_time: 0.003, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9247, loss: 1.9247, grad_norm: 5.4991 2020-08-06 13:01:22,217 - mmaction - INFO - Epoch [210][2340/3757] lr: 8.089e-03, eta: 1 day, 16:31:11, time: 1.007, data_time: 0.212, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7773, loss_cls: 1.9362, loss: 1.9362, grad_norm: 5.4939 2020-08-06 13:01:38,139 - mmaction - INFO - Epoch [210][2360/3757] lr: 8.089e-03, eta: 1 day, 16:30:54, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7656, loss_cls: 1.9353, loss: 1.9353, grad_norm: 5.3611 2020-08-06 13:01:53,965 - mmaction - INFO - Epoch [210][2380/3757] lr: 8.089e-03, eta: 1 day, 16:30:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7320, loss_cls: 2.1296, loss: 2.1296, grad_norm: 5.6152 2020-08-06 13:02:09,774 - mmaction - INFO - Epoch [210][2400/3757] lr: 8.089e-03, eta: 1 day, 16:30:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7617, loss_cls: 1.9534, loss: 1.9534, grad_norm: 5.6231 2020-08-06 13:02:25,632 - mmaction - INFO - Epoch [210][2420/3757] lr: 8.089e-03, eta: 1 day, 16:30:02, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 2.0089, loss: 2.0089, grad_norm: 5.5671 2020-08-06 13:02:41,435 - mmaction - INFO - Epoch [210][2440/3757] lr: 8.089e-03, eta: 1 day, 16:29:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5086, top5_acc: 0.7555, loss_cls: 2.1232, loss: 2.1232, grad_norm: 5.6731 2020-08-06 13:02:57,287 - mmaction - INFO - Epoch [210][2460/3757] lr: 8.089e-03, eta: 1 day, 16:29:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7586, loss_cls: 2.0275, loss: 2.0275, grad_norm: 5.6501 2020-08-06 13:03:13,160 - mmaction - INFO - Epoch [210][2480/3757] lr: 8.089e-03, eta: 1 day, 16:29:11, time: 0.796, data_time: 0.006, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7508, loss_cls: 2.0823, loss: 2.0823, grad_norm: 5.6709 2020-08-06 13:03:28,911 - mmaction - INFO - Epoch [210][2500/3757] lr: 8.089e-03, eta: 1 day, 16:28:53, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7562, loss_cls: 2.0686, loss: 2.0686, grad_norm: 5.7646 2020-08-06 13:03:44,863 - mmaction - INFO - Epoch [210][2520/3757] lr: 8.089e-03, eta: 1 day, 16:28:36, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7586, loss_cls: 2.0113, loss: 2.0113, grad_norm: 5.6138 2020-08-06 13:04:00,802 - mmaction - INFO - Epoch [210][2540/3757] lr: 8.089e-03, eta: 1 day, 16:28:19, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7883, loss_cls: 1.9138, loss: 1.9138, grad_norm: 5.6851 2020-08-06 13:04:16,715 - mmaction - INFO - Epoch [210][2560/3757] lr: 8.089e-03, eta: 1 day, 16:28:02, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7781, loss_cls: 1.8882, loss: 1.8882, grad_norm: 5.5606 2020-08-06 13:04:32,681 - mmaction - INFO - Epoch [210][2580/3757] lr: 8.089e-03, eta: 1 day, 16:27:44, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7602, loss_cls: 2.0366, loss: 2.0366, grad_norm: 5.6432 2020-08-06 13:04:48,592 - mmaction - INFO - Epoch [210][2600/3757] lr: 8.089e-03, eta: 1 day, 16:27:27, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7734, loss_cls: 1.9088, loss: 1.9088, grad_norm: 5.4392 2020-08-06 13:05:04,652 - mmaction - INFO - Epoch [210][2620/3757] lr: 8.089e-03, eta: 1 day, 16:27:10, time: 0.803, data_time: 0.005, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7352, loss_cls: 2.0680, loss: 2.0680, grad_norm: 5.5777 2020-08-06 13:05:20,567 - mmaction - INFO - Epoch [210][2640/3757] lr: 8.089e-03, eta: 1 day, 16:26:53, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7742, loss_cls: 1.8896, loss: 1.8896, grad_norm: 5.2027 2020-08-06 13:05:36,524 - mmaction - INFO - Epoch [210][2660/3757] lr: 8.089e-03, eta: 1 day, 16:26:36, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7562, loss_cls: 1.9762, loss: 1.9762, grad_norm: 5.4739 2020-08-06 13:05:52,520 - mmaction - INFO - Epoch [210][2680/3757] lr: 8.089e-03, eta: 1 day, 16:26:19, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7711, loss_cls: 2.0226, loss: 2.0226, grad_norm: 5.6627 2020-08-06 13:06:08,375 - mmaction - INFO - Epoch [210][2700/3757] lr: 8.089e-03, eta: 1 day, 16:26:01, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7852, loss_cls: 1.9189, loss: 1.9189, grad_norm: 5.4484 2020-08-06 13:06:24,242 - mmaction - INFO - Epoch [210][2720/3757] lr: 8.089e-03, eta: 1 day, 16:25:44, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7688, loss_cls: 1.9571, loss: 1.9571, grad_norm: 5.6237 2020-08-06 13:06:40,439 - mmaction - INFO - Epoch [210][2740/3757] lr: 8.089e-03, eta: 1 day, 16:25:27, time: 0.809, data_time: 0.006, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7672, loss_cls: 1.9345, loss: 1.9345, grad_norm: 5.3625 2020-08-06 13:06:56,453 - mmaction - INFO - Epoch [210][2760/3757] lr: 8.089e-03, eta: 1 day, 16:25:10, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7586, loss_cls: 2.0381, loss: 2.0381, grad_norm: 5.4975 2020-08-06 13:07:12,342 - mmaction - INFO - Epoch [210][2780/3757] lr: 8.089e-03, eta: 1 day, 16:24:53, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7641, loss_cls: 2.0361, loss: 2.0361, grad_norm: 5.6178 2020-08-06 13:07:28,210 - mmaction - INFO - Epoch [210][2800/3757] lr: 8.089e-03, eta: 1 day, 16:24:35, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7633, loss_cls: 1.9586, loss: 1.9586, grad_norm: 5.5548 2020-08-06 13:07:44,182 - mmaction - INFO - Epoch [210][2820/3757] lr: 8.089e-03, eta: 1 day, 16:24:18, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7695, loss_cls: 1.9690, loss: 1.9690, grad_norm: 5.5984 2020-08-06 13:08:00,254 - mmaction - INFO - Epoch [210][2840/3757] lr: 8.089e-03, eta: 1 day, 16:24:01, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.5172, top5_acc: 0.7570, loss_cls: 2.0719, loss: 2.0719, grad_norm: 5.7143 2020-08-06 13:08:16,406 - mmaction - INFO - Epoch [210][2860/3757] lr: 8.089e-03, eta: 1 day, 16:23:44, time: 0.809, data_time: 0.005, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7695, loss_cls: 1.9668, loss: 1.9668, grad_norm: 5.6080 2020-08-06 13:08:32,554 - mmaction - INFO - Epoch [210][2880/3757] lr: 8.089e-03, eta: 1 day, 16:23:27, time: 0.807, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7805, loss_cls: 1.9226, loss: 1.9226, grad_norm: 5.4237 2020-08-06 13:08:48,564 - mmaction - INFO - Epoch [210][2900/3757] lr: 8.089e-03, eta: 1 day, 16:23:10, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7766, loss_cls: 1.9368, loss: 1.9368, grad_norm: 5.5365 2020-08-06 13:09:04,513 - mmaction - INFO - Epoch [210][2920/3757] lr: 8.089e-03, eta: 1 day, 16:22:53, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7891, loss_cls: 1.8415, loss: 1.8415, grad_norm: 5.3262 2020-08-06 13:09:22,646 - mmaction - INFO - Epoch [210][2940/3757] lr: 8.089e-03, eta: 1 day, 16:22:37, time: 0.907, data_time: 0.001, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7937, loss_cls: 1.8774, loss: 1.8774, grad_norm: 5.3844 2020-08-06 13:09:38,605 - mmaction - INFO - Epoch [210][2960/3757] lr: 8.089e-03, eta: 1 day, 16:22:19, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7641, loss_cls: 2.0164, loss: 2.0164, grad_norm: 5.5259 2020-08-06 13:09:54,734 - mmaction - INFO - Epoch [210][2980/3757] lr: 8.089e-03, eta: 1 day, 16:22:02, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7656, loss_cls: 1.9793, loss: 1.9793, grad_norm: 5.5295 2020-08-06 13:10:10,853 - mmaction - INFO - Epoch [210][3000/3757] lr: 8.089e-03, eta: 1 day, 16:21:45, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7602, loss_cls: 2.0301, loss: 2.0301, grad_norm: 5.5352 2020-08-06 13:10:26,805 - mmaction - INFO - Epoch [210][3020/3757] lr: 8.089e-03, eta: 1 day, 16:21:28, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7477, loss_cls: 2.0505, loss: 2.0505, grad_norm: 5.6117 2020-08-06 13:10:42,831 - mmaction - INFO - Epoch [210][3040/3757] lr: 8.089e-03, eta: 1 day, 16:21:11, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7664, loss_cls: 1.9740, loss: 1.9740, grad_norm: 5.7584 2020-08-06 13:10:59,050 - mmaction - INFO - Epoch [210][3060/3757] lr: 8.089e-03, eta: 1 day, 16:20:54, time: 0.812, data_time: 0.004, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7516, loss_cls: 2.0654, loss: 2.0654, grad_norm: 5.5755 2020-08-06 13:11:15,140 - mmaction - INFO - Epoch [210][3080/3757] lr: 8.089e-03, eta: 1 day, 16:20:37, time: 0.805, data_time: 0.002, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7531, loss_cls: 2.0137, loss: 2.0137, grad_norm: 5.5804 2020-08-06 13:11:31,376 - mmaction - INFO - Epoch [210][3100/3757] lr: 8.089e-03, eta: 1 day, 16:20:20, time: 0.811, data_time: 0.001, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7578, loss_cls: 2.0030, loss: 2.0030, grad_norm: 5.5149 2020-08-06 13:11:47,344 - mmaction - INFO - Epoch [210][3120/3757] lr: 8.089e-03, eta: 1 day, 16:20:03, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7742, loss_cls: 1.9028, loss: 1.9028, grad_norm: 5.5919 2020-08-06 13:12:04,726 - mmaction - INFO - Epoch [210][3140/3757] lr: 8.089e-03, eta: 1 day, 16:19:46, time: 0.868, data_time: 0.001, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7547, loss_cls: 2.0186, loss: 2.0186, grad_norm: 5.5622 2020-08-06 13:12:25,108 - mmaction - INFO - Epoch [210][3160/3757] lr: 8.089e-03, eta: 1 day, 16:19:31, time: 1.020, data_time: 0.189, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7672, loss_cls: 1.9245, loss: 1.9245, grad_norm: 5.3901 2020-08-06 13:12:47,454 - mmaction - INFO - Epoch [210][3180/3757] lr: 8.089e-03, eta: 1 day, 16:19:18, time: 1.117, data_time: 0.001, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7750, loss_cls: 1.9955, loss: 1.9955, grad_norm: 5.6340 2020-08-06 13:13:11,631 - mmaction - INFO - Epoch [210][3200/3757] lr: 8.089e-03, eta: 1 day, 16:19:05, time: 1.209, data_time: 0.004, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7703, loss_cls: 1.9661, loss: 1.9661, grad_norm: 5.6734 2020-08-06 13:13:30,442 - mmaction - INFO - Epoch [210][3220/3757] lr: 8.089e-03, eta: 1 day, 16:18:50, time: 0.941, data_time: 0.010, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7617, loss_cls: 1.9730, loss: 1.9730, grad_norm: 5.5839 2020-08-06 13:13:49,947 - mmaction - INFO - Epoch [210][3240/3757] lr: 8.089e-03, eta: 1 day, 16:18:35, time: 0.975, data_time: 0.081, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7734, loss_cls: 1.9421, loss: 1.9421, grad_norm: 5.5960 2020-08-06 13:14:08,872 - mmaction - INFO - Epoch [210][3260/3757] lr: 8.089e-03, eta: 1 day, 16:18:19, time: 0.947, data_time: 0.001, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7484, loss_cls: 2.0853, loss: 2.0853, grad_norm: 5.6941 2020-08-06 13:14:25,068 - mmaction - INFO - Epoch [210][3280/3757] lr: 8.089e-03, eta: 1 day, 16:18:02, time: 0.810, data_time: 0.001, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7422, loss_cls: 2.0489, loss: 2.0489, grad_norm: 5.5290 2020-08-06 13:14:43,811 - mmaction - INFO - Epoch [210][3300/3757] lr: 8.089e-03, eta: 1 day, 16:17:46, time: 0.936, data_time: 0.001, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7695, loss_cls: 2.0201, loss: 2.0201, grad_norm: 5.8145 2020-08-06 13:15:06,859 - mmaction - INFO - Epoch [210][3320/3757] lr: 8.089e-03, eta: 1 day, 16:17:33, time: 1.153, data_time: 0.009, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7688, loss_cls: 1.9603, loss: 1.9603, grad_norm: 5.4945 2020-08-06 13:15:29,558 - mmaction - INFO - Epoch [210][3340/3757] lr: 8.089e-03, eta: 1 day, 16:17:20, time: 1.135, data_time: 0.001, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7508, loss_cls: 2.0357, loss: 2.0357, grad_norm: 5.6024 2020-08-06 13:15:47,673 - mmaction - INFO - Epoch [210][3360/3757] lr: 8.089e-03, eta: 1 day, 16:17:04, time: 0.905, data_time: 0.018, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 1.9887, loss: 1.9887, grad_norm: 5.5465 2020-08-06 13:16:14,297 - mmaction - INFO - Epoch [210][3380/3757] lr: 8.089e-03, eta: 1 day, 16:16:53, time: 1.333, data_time: 0.005, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7602, loss_cls: 1.9569, loss: 1.9569, grad_norm: 5.5499 2020-08-06 13:16:34,036 - mmaction - INFO - Epoch [210][3400/3757] lr: 8.089e-03, eta: 1 day, 16:16:38, time: 0.986, data_time: 0.006, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7672, loss_cls: 2.0091, loss: 2.0091, grad_norm: 5.5730 2020-08-06 13:16:52,630 - mmaction - INFO - Epoch [210][3420/3757] lr: 8.089e-03, eta: 1 day, 16:16:22, time: 0.930, data_time: 0.040, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7672, loss_cls: 1.9554, loss: 1.9554, grad_norm: 5.5345 2020-08-06 13:17:11,389 - mmaction - INFO - Epoch [210][3440/3757] lr: 8.089e-03, eta: 1 day, 16:16:06, time: 0.937, data_time: 0.003, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7781, loss_cls: 1.9364, loss: 1.9364, grad_norm: 5.5182 2020-08-06 13:17:29,792 - mmaction - INFO - Epoch [210][3460/3757] lr: 8.089e-03, eta: 1 day, 16:15:50, time: 0.921, data_time: 0.005, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7672, loss_cls: 1.9667, loss: 1.9667, grad_norm: 5.4685 2020-08-06 13:17:50,842 - mmaction - INFO - Epoch [210][3480/3757] lr: 8.089e-03, eta: 1 day, 16:15:36, time: 1.052, data_time: 0.049, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7719, loss_cls: 1.9580, loss: 1.9580, grad_norm: 5.5406 2020-08-06 13:18:08,649 - mmaction - INFO - Epoch [210][3500/3757] lr: 8.089e-03, eta: 1 day, 16:15:20, time: 0.890, data_time: 0.004, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7820, loss_cls: 1.8861, loss: 1.8861, grad_norm: 5.3290 2020-08-06 13:18:30,562 - mmaction - INFO - Epoch [210][3520/3757] lr: 8.089e-03, eta: 1 day, 16:15:06, time: 1.096, data_time: 0.004, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7570, loss_cls: 2.0869, loss: 2.0869, grad_norm: 5.6580 2020-08-06 13:18:58,522 - mmaction - INFO - Epoch [210][3540/3757] lr: 8.089e-03, eta: 1 day, 16:14:56, time: 1.398, data_time: 0.004, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7703, loss_cls: 1.9817, loss: 1.9817, grad_norm: 5.5474 2020-08-06 13:19:20,446 - mmaction - INFO - Epoch [210][3560/3757] lr: 8.089e-03, eta: 1 day, 16:14:42, time: 1.095, data_time: 0.001, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7500, loss_cls: 2.0826, loss: 2.0826, grad_norm: 5.7265 2020-08-06 13:19:36,915 - mmaction - INFO - Epoch [210][3580/3757] lr: 8.089e-03, eta: 1 day, 16:14:25, time: 0.825, data_time: 0.006, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7664, loss_cls: 2.0421, loss: 2.0421, grad_norm: 5.6238 2020-08-06 13:20:04,984 - mmaction - INFO - Epoch [210][3600/3757] lr: 8.089e-03, eta: 1 day, 16:14:15, time: 1.403, data_time: 0.219, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7539, loss_cls: 2.0291, loss: 2.0291, grad_norm: 5.5029 2020-08-06 13:20:21,936 - mmaction - INFO - Epoch [210][3620/3757] lr: 8.089e-03, eta: 1 day, 16:13:58, time: 0.848, data_time: 0.001, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7742, loss_cls: 1.9386, loss: 1.9386, grad_norm: 5.4592 2020-08-06 13:20:37,771 - mmaction - INFO - Epoch [210][3640/3757] lr: 8.089e-03, eta: 1 day, 16:13:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5164, top5_acc: 0.7492, loss_cls: 2.0868, loss: 2.0868, grad_norm: 5.5962 2020-08-06 13:21:02,701 - mmaction - INFO - Epoch [210][3660/3757] lr: 8.089e-03, eta: 1 day, 16:13:29, time: 1.247, data_time: 0.004, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7586, loss_cls: 1.9987, loss: 1.9987, grad_norm: 5.4861 2020-08-06 13:21:21,592 - mmaction - INFO - Epoch [210][3680/3757] lr: 8.089e-03, eta: 1 day, 16:13:13, time: 0.945, data_time: 0.017, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7562, loss_cls: 2.0285, loss: 2.0285, grad_norm: 5.5551 2020-08-06 13:21:38,265 - mmaction - INFO - Epoch [210][3700/3757] lr: 8.089e-03, eta: 1 day, 16:12:56, time: 0.834, data_time: 0.004, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7531, loss_cls: 2.0135, loss: 2.0135, grad_norm: 5.4995 2020-08-06 13:21:54,381 - mmaction - INFO - Epoch [210][3720/3757] lr: 8.089e-03, eta: 1 day, 16:12:39, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7656, loss_cls: 2.0042, loss: 2.0042, grad_norm: 5.5746 2020-08-06 13:22:10,482 - mmaction - INFO - Epoch [210][3740/3757] lr: 8.089e-03, eta: 1 day, 16:12:22, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.4953, top5_acc: 0.7375, loss_cls: 2.1246, loss: 2.1246, grad_norm: 5.6385 2020-08-06 13:25:22,258 - mmaction - INFO - Epoch [211][20/3757] lr: 7.757e-03, eta: 1 day, 16:13:08, time: 8.404, data_time: 7.283, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7734, loss_cls: 1.9772, loss: 1.9772, grad_norm: 5.4447 2020-08-06 13:25:39,774 - mmaction - INFO - Epoch [211][40/3757] lr: 7.757e-03, eta: 1 day, 16:12:52, time: 0.874, data_time: 0.002, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7695, loss_cls: 1.9415, loss: 1.9415, grad_norm: 5.4891 2020-08-06 13:25:56,804 - mmaction - INFO - Epoch [211][60/3757] lr: 7.757e-03, eta: 1 day, 16:12:35, time: 0.853, data_time: 0.004, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7625, loss_cls: 1.9783, loss: 1.9783, grad_norm: 5.4065 2020-08-06 13:26:12,765 - mmaction - INFO - Epoch [211][80/3757] lr: 7.757e-03, eta: 1 day, 16:12:18, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7773, loss_cls: 1.8904, loss: 1.8904, grad_norm: 5.3860 2020-08-06 13:26:30,375 - mmaction - INFO - Epoch [211][100/3757] lr: 7.757e-03, eta: 1 day, 16:12:01, time: 0.878, data_time: 0.003, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7758, loss_cls: 1.8948, loss: 1.8948, grad_norm: 5.5860 2020-08-06 13:26:46,382 - mmaction - INFO - Epoch [211][120/3757] lr: 7.757e-03, eta: 1 day, 16:11:44, time: 0.802, data_time: 0.005, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7602, loss_cls: 1.9323, loss: 1.9323, grad_norm: 5.4031 2020-08-06 13:27:06,923 - mmaction - INFO - Epoch [211][140/3757] lr: 7.757e-03, eta: 1 day, 16:11:30, time: 1.027, data_time: 0.003, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7711, loss_cls: 1.9423, loss: 1.9423, grad_norm: 5.4662 2020-08-06 13:27:26,519 - mmaction - INFO - Epoch [211][160/3757] lr: 7.757e-03, eta: 1 day, 16:11:14, time: 0.980, data_time: 0.001, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7977, loss_cls: 1.8326, loss: 1.8326, grad_norm: 5.4253 2020-08-06 13:27:46,887 - mmaction - INFO - Epoch [211][180/3757] lr: 7.757e-03, eta: 1 day, 16:11:00, time: 1.019, data_time: 0.019, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7734, loss_cls: 1.8997, loss: 1.8997, grad_norm: 5.4973 2020-08-06 13:28:03,797 - mmaction - INFO - Epoch [211][200/3757] lr: 7.757e-03, eta: 1 day, 16:10:43, time: 0.844, data_time: 0.001, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7789, loss_cls: 1.9324, loss: 1.9324, grad_norm: 5.6159 2020-08-06 13:28:22,941 - mmaction - INFO - Epoch [211][220/3757] lr: 7.757e-03, eta: 1 day, 16:10:28, time: 0.957, data_time: 0.005, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7820, loss_cls: 1.9425, loss: 1.9425, grad_norm: 5.4800 2020-08-06 13:28:39,339 - mmaction - INFO - Epoch [211][240/3757] lr: 7.757e-03, eta: 1 day, 16:10:11, time: 0.821, data_time: 0.002, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7672, loss_cls: 1.9953, loss: 1.9953, grad_norm: 5.5398 2020-08-06 13:28:57,838 - mmaction - INFO - Epoch [211][260/3757] lr: 7.757e-03, eta: 1 day, 16:09:55, time: 0.925, data_time: 0.002, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7797, loss_cls: 1.9456, loss: 1.9456, grad_norm: 5.5589 2020-08-06 13:29:15,277 - mmaction - INFO - Epoch [211][280/3757] lr: 7.757e-03, eta: 1 day, 16:09:38, time: 0.871, data_time: 0.025, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7758, loss_cls: 1.9201, loss: 1.9201, grad_norm: 5.3451 2020-08-06 13:29:31,220 - mmaction - INFO - Epoch [211][300/3757] lr: 7.757e-03, eta: 1 day, 16:09:21, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7773, loss_cls: 1.9531, loss: 1.9531, grad_norm: 5.4395 2020-08-06 13:29:47,720 - mmaction - INFO - Epoch [211][320/3757] lr: 7.757e-03, eta: 1 day, 16:09:04, time: 0.827, data_time: 0.032, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7773, loss_cls: 1.9282, loss: 1.9282, grad_norm: 5.5189 2020-08-06 13:30:03,856 - mmaction - INFO - Epoch [211][340/3757] lr: 7.757e-03, eta: 1 day, 16:08:47, time: 0.806, data_time: 0.002, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7523, loss_cls: 1.9904, loss: 1.9904, grad_norm: 5.5122 2020-08-06 13:30:19,887 - mmaction - INFO - Epoch [211][360/3757] lr: 7.757e-03, eta: 1 day, 16:08:30, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7797, loss_cls: 1.9008, loss: 1.9008, grad_norm: 5.5676 2020-08-06 13:30:35,801 - mmaction - INFO - Epoch [211][380/3757] lr: 7.757e-03, eta: 1 day, 16:08:13, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7617, loss_cls: 2.0412, loss: 2.0412, grad_norm: 5.7737 2020-08-06 13:30:51,951 - mmaction - INFO - Epoch [211][400/3757] lr: 7.757e-03, eta: 1 day, 16:07:56, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7742, loss_cls: 1.9182, loss: 1.9182, grad_norm: 5.4906 2020-08-06 13:31:08,034 - mmaction - INFO - Epoch [211][420/3757] lr: 7.757e-03, eta: 1 day, 16:07:39, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7703, loss_cls: 1.9283, loss: 1.9283, grad_norm: 5.4980 2020-08-06 13:31:25,494 - mmaction - INFO - Epoch [211][440/3757] lr: 7.757e-03, eta: 1 day, 16:07:22, time: 0.872, data_time: 0.004, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7648, loss_cls: 2.0310, loss: 2.0310, grad_norm: 5.5566 2020-08-06 13:31:45,170 - mmaction - INFO - Epoch [211][460/3757] lr: 7.757e-03, eta: 1 day, 16:07:07, time: 0.985, data_time: 0.004, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7898, loss_cls: 1.8388, loss: 1.8388, grad_norm: 5.3895 2020-08-06 13:32:01,072 - mmaction - INFO - Epoch [211][480/3757] lr: 7.757e-03, eta: 1 day, 16:06:50, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7984, loss_cls: 1.8494, loss: 1.8494, grad_norm: 5.5417 2020-08-06 13:32:20,392 - mmaction - INFO - Epoch [211][500/3757] lr: 7.757e-03, eta: 1 day, 16:06:35, time: 0.966, data_time: 0.002, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7883, loss_cls: 1.9212, loss: 1.9212, grad_norm: 5.8278 2020-08-06 13:32:38,025 - mmaction - INFO - Epoch [211][520/3757] lr: 7.757e-03, eta: 1 day, 16:06:18, time: 0.881, data_time: 0.002, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7781, loss_cls: 1.9171, loss: 1.9171, grad_norm: 5.6779 2020-08-06 13:32:58,186 - mmaction - INFO - Epoch [211][540/3757] lr: 7.757e-03, eta: 1 day, 16:06:03, time: 1.008, data_time: 0.004, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7664, loss_cls: 1.9327, loss: 1.9327, grad_norm: 5.4349 2020-08-06 13:33:17,733 - mmaction - INFO - Epoch [211][560/3757] lr: 7.757e-03, eta: 1 day, 16:05:48, time: 0.978, data_time: 0.001, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7664, loss_cls: 1.9575, loss: 1.9575, grad_norm: 5.6675 2020-08-06 13:33:36,791 - mmaction - INFO - Epoch [211][580/3757] lr: 7.757e-03, eta: 1 day, 16:05:33, time: 0.951, data_time: 0.004, memory: 6192, top1_acc: 0.5891, top5_acc: 0.7898, loss_cls: 1.7831, loss: 1.7831, grad_norm: 5.3544 2020-08-06 13:33:57,429 - mmaction - INFO - Epoch [211][600/3757] lr: 7.757e-03, eta: 1 day, 16:05:18, time: 1.033, data_time: 0.005, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7547, loss_cls: 1.9779, loss: 1.9779, grad_norm: 5.5681 2020-08-06 13:34:23,616 - mmaction - INFO - Epoch [211][620/3757] lr: 7.757e-03, eta: 1 day, 16:05:07, time: 1.309, data_time: 0.017, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8755, loss: 1.8755, grad_norm: 5.6697 2020-08-06 13:34:39,866 - mmaction - INFO - Epoch [211][640/3757] lr: 7.757e-03, eta: 1 day, 16:04:50, time: 0.812, data_time: 0.004, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7852, loss_cls: 1.8716, loss: 1.8716, grad_norm: 5.6613 2020-08-06 13:34:59,062 - mmaction - INFO - Epoch [211][660/3757] lr: 7.757e-03, eta: 1 day, 16:04:34, time: 0.961, data_time: 0.013, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7773, loss_cls: 1.9004, loss: 1.9004, grad_norm: 5.6059 2020-08-06 13:35:23,235 - mmaction - INFO - Epoch [211][680/3757] lr: 7.757e-03, eta: 1 day, 16:04:22, time: 1.209, data_time: 0.003, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7937, loss_cls: 1.8530, loss: 1.8530, grad_norm: 5.5019 2020-08-06 13:35:44,962 - mmaction - INFO - Epoch [211][700/3757] lr: 7.757e-03, eta: 1 day, 16:04:08, time: 1.086, data_time: 0.001, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7805, loss_cls: 1.8436, loss: 1.8436, grad_norm: 5.5101 2020-08-06 13:36:07,829 - mmaction - INFO - Epoch [211][720/3757] lr: 7.757e-03, eta: 1 day, 16:03:54, time: 1.143, data_time: 0.001, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7609, loss_cls: 2.0158, loss: 2.0158, grad_norm: 5.7009 2020-08-06 13:36:27,477 - mmaction - INFO - Epoch [211][740/3757] lr: 7.757e-03, eta: 1 day, 16:03:39, time: 0.983, data_time: 0.004, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7891, loss_cls: 1.8653, loss: 1.8653, grad_norm: 5.4605 2020-08-06 13:36:48,828 - mmaction - INFO - Epoch [211][760/3757] lr: 7.757e-03, eta: 1 day, 16:03:25, time: 1.066, data_time: 0.001, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7727, loss_cls: 1.9098, loss: 1.9098, grad_norm: 5.5563 2020-08-06 13:37:08,492 - mmaction - INFO - Epoch [211][780/3757] lr: 7.757e-03, eta: 1 day, 16:03:10, time: 0.983, data_time: 0.002, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7766, loss_cls: 1.9239, loss: 1.9239, grad_norm: 5.5608 2020-08-06 13:37:24,523 - mmaction - INFO - Epoch [211][800/3757] lr: 7.757e-03, eta: 1 day, 16:02:53, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7750, loss_cls: 1.9595, loss: 1.9595, grad_norm: 5.6087 2020-08-06 13:37:42,220 - mmaction - INFO - Epoch [211][820/3757] lr: 7.757e-03, eta: 1 day, 16:02:36, time: 0.886, data_time: 0.005, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7922, loss_cls: 1.8891, loss: 1.8891, grad_norm: 5.4833 2020-08-06 13:38:00,067 - mmaction - INFO - Epoch [211][840/3757] lr: 7.757e-03, eta: 1 day, 16:02:20, time: 0.893, data_time: 0.005, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7750, loss_cls: 1.9128, loss: 1.9128, grad_norm: 5.6134 2020-08-06 13:38:19,275 - mmaction - INFO - Epoch [211][860/3757] lr: 7.757e-03, eta: 1 day, 16:02:05, time: 0.960, data_time: 0.002, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7641, loss_cls: 2.0298, loss: 2.0298, grad_norm: 5.7763 2020-08-06 13:38:45,043 - mmaction - INFO - Epoch [211][880/3757] lr: 7.757e-03, eta: 1 day, 16:01:53, time: 1.289, data_time: 0.002, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 2.0261, loss: 2.0261, grad_norm: 5.7751 2020-08-06 13:39:04,902 - mmaction - INFO - Epoch [211][900/3757] lr: 7.757e-03, eta: 1 day, 16:01:38, time: 0.991, data_time: 0.001, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7680, loss_cls: 1.9693, loss: 1.9693, grad_norm: 5.6919 2020-08-06 13:39:28,567 - mmaction - INFO - Epoch [211][920/3757] lr: 7.757e-03, eta: 1 day, 16:01:25, time: 1.185, data_time: 0.004, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7648, loss_cls: 2.0338, loss: 2.0338, grad_norm: 5.6101 2020-08-06 13:39:48,998 - mmaction - INFO - Epoch [211][940/3757] lr: 7.757e-03, eta: 1 day, 16:01:10, time: 1.020, data_time: 0.013, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7586, loss_cls: 1.9699, loss: 1.9699, grad_norm: 5.5075 2020-08-06 13:40:12,950 - mmaction - INFO - Epoch [211][960/3757] lr: 7.757e-03, eta: 1 day, 16:00:58, time: 1.199, data_time: 0.326, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7875, loss_cls: 1.8984, loss: 1.8984, grad_norm: 5.5200 2020-08-06 13:40:32,767 - mmaction - INFO - Epoch [211][980/3757] lr: 7.757e-03, eta: 1 day, 16:00:42, time: 0.991, data_time: 0.102, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7773, loss_cls: 1.9980, loss: 1.9980, grad_norm: 5.5398 2020-08-06 13:40:55,626 - mmaction - INFO - Epoch [211][1000/3757] lr: 7.757e-03, eta: 1 day, 16:00:29, time: 1.144, data_time: 0.017, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7727, loss_cls: 1.9435, loss: 1.9435, grad_norm: 5.6486 2020-08-06 13:41:16,281 - mmaction - INFO - Epoch [211][1020/3757] lr: 7.757e-03, eta: 1 day, 16:00:15, time: 1.033, data_time: 0.075, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7797, loss_cls: 1.8964, loss: 1.8964, grad_norm: 5.4334 2020-08-06 13:41:41,545 - mmaction - INFO - Epoch [211][1040/3757] lr: 7.757e-03, eta: 1 day, 16:00:02, time: 1.263, data_time: 0.372, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7711, loss_cls: 1.9227, loss: 1.9227, grad_norm: 5.6780 2020-08-06 13:42:12,259 - mmaction - INFO - Epoch [211][1060/3757] lr: 7.757e-03, eta: 1 day, 15:59:53, time: 1.536, data_time: 0.109, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7719, loss_cls: 1.9792, loss: 1.9792, grad_norm: 5.6654 2020-08-06 13:42:36,195 - mmaction - INFO - Epoch [211][1080/3757] lr: 7.757e-03, eta: 1 day, 15:59:41, time: 1.197, data_time: 0.002, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7727, loss_cls: 1.9623, loss: 1.9623, grad_norm: 5.6295 2020-08-06 13:42:58,422 - mmaction - INFO - Epoch [211][1100/3757] lr: 7.757e-03, eta: 1 day, 15:59:27, time: 1.112, data_time: 0.003, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7828, loss_cls: 1.8939, loss: 1.8939, grad_norm: 5.5398 2020-08-06 13:43:14,250 - mmaction - INFO - Epoch [211][1120/3757] lr: 7.757e-03, eta: 1 day, 15:59:10, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7867, loss_cls: 1.8932, loss: 1.8932, grad_norm: 5.4856 2020-08-06 13:43:40,057 - mmaction - INFO - Epoch [211][1140/3757] lr: 7.757e-03, eta: 1 day, 15:58:58, time: 1.289, data_time: 0.002, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9511, loss: 1.9511, grad_norm: 5.6134 2020-08-06 13:44:02,244 - mmaction - INFO - Epoch [211][1160/3757] lr: 7.757e-03, eta: 1 day, 15:58:44, time: 1.110, data_time: 0.260, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7812, loss_cls: 1.8772, loss: 1.8772, grad_norm: 5.4818 2020-08-06 13:44:26,184 - mmaction - INFO - Epoch [211][1180/3757] lr: 7.757e-03, eta: 1 day, 15:58:31, time: 1.197, data_time: 0.002, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7789, loss_cls: 1.9507, loss: 1.9507, grad_norm: 5.6149 2020-08-06 13:44:51,875 - mmaction - INFO - Epoch [211][1200/3757] lr: 7.757e-03, eta: 1 day, 15:58:20, time: 1.285, data_time: 0.005, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7680, loss_cls: 1.9258, loss: 1.9258, grad_norm: 5.6652 2020-08-06 13:45:09,547 - mmaction - INFO - Epoch [211][1220/3757] lr: 7.757e-03, eta: 1 day, 15:58:03, time: 0.884, data_time: 0.012, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7641, loss_cls: 2.0149, loss: 2.0149, grad_norm: 5.7182 2020-08-06 13:45:34,424 - mmaction - INFO - Epoch [211][1240/3757] lr: 7.757e-03, eta: 1 day, 15:57:51, time: 1.243, data_time: 0.000, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7766, loss_cls: 1.9212, loss: 1.9212, grad_norm: 5.5750 2020-08-06 13:45:51,848 - mmaction - INFO - Epoch [211][1260/3757] lr: 7.757e-03, eta: 1 day, 15:57:35, time: 0.871, data_time: 0.004, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7703, loss_cls: 1.9749, loss: 1.9749, grad_norm: 5.5672 2020-08-06 13:46:16,654 - mmaction - INFO - Epoch [211][1280/3757] lr: 7.757e-03, eta: 1 day, 15:57:22, time: 1.241, data_time: 0.001, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7797, loss_cls: 1.8930, loss: 1.8930, grad_norm: 5.5349 2020-08-06 13:46:42,931 - mmaction - INFO - Epoch [211][1300/3757] lr: 7.757e-03, eta: 1 day, 15:57:11, time: 1.314, data_time: 0.002, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7750, loss_cls: 1.9140, loss: 1.9140, grad_norm: 5.5677 2020-08-06 13:47:04,514 - mmaction - INFO - Epoch [211][1320/3757] lr: 7.757e-03, eta: 1 day, 15:56:57, time: 1.079, data_time: 0.003, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7820, loss_cls: 1.9002, loss: 1.9002, grad_norm: 5.4806 2020-08-06 13:47:30,429 - mmaction - INFO - Epoch [211][1340/3757] lr: 7.757e-03, eta: 1 day, 15:56:45, time: 1.296, data_time: 0.002, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 2.0321, loss: 2.0321, grad_norm: 5.6054 2020-08-06 13:47:52,134 - mmaction - INFO - Epoch [211][1360/3757] lr: 7.757e-03, eta: 1 day, 15:56:31, time: 1.085, data_time: 0.003, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7859, loss_cls: 1.8456, loss: 1.8456, grad_norm: 5.3541 2020-08-06 13:48:10,130 - mmaction - INFO - Epoch [211][1380/3757] lr: 7.757e-03, eta: 1 day, 15:56:15, time: 0.898, data_time: 0.001, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7828, loss_cls: 1.8669, loss: 1.8669, grad_norm: 5.4468 2020-08-06 13:48:43,290 - mmaction - INFO - Epoch [211][1400/3757] lr: 7.757e-03, eta: 1 day, 15:56:07, time: 1.659, data_time: 0.003, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7773, loss_cls: 1.9186, loss: 1.9186, grad_norm: 5.5055 2020-08-06 13:49:10,030 - mmaction - INFO - Epoch [211][1420/3757] lr: 7.757e-03, eta: 1 day, 15:55:56, time: 1.336, data_time: 0.116, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7609, loss_cls: 1.9900, loss: 1.9900, grad_norm: 5.8565 2020-08-06 13:49:34,740 - mmaction - INFO - Epoch [211][1440/3757] lr: 7.757e-03, eta: 1 day, 15:55:44, time: 1.236, data_time: 0.026, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7766, loss_cls: 1.9012, loss: 1.9012, grad_norm: 5.7735 2020-08-06 13:49:54,311 - mmaction - INFO - Epoch [211][1460/3757] lr: 7.757e-03, eta: 1 day, 15:55:28, time: 0.976, data_time: 0.183, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7578, loss_cls: 1.9686, loss: 1.9686, grad_norm: 5.5435 2020-08-06 13:50:17,068 - mmaction - INFO - Epoch [211][1480/3757] lr: 7.757e-03, eta: 1 day, 15:55:15, time: 1.140, data_time: 0.006, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7875, loss_cls: 1.9676, loss: 1.9676, grad_norm: 5.6178 2020-08-06 13:50:33,875 - mmaction - INFO - Epoch [211][1500/3757] lr: 7.757e-03, eta: 1 day, 15:54:58, time: 0.840, data_time: 0.002, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7773, loss_cls: 1.9493, loss: 1.9493, grad_norm: 5.5374 2020-08-06 13:50:53,921 - mmaction - INFO - Epoch [211][1520/3757] lr: 7.757e-03, eta: 1 day, 15:54:43, time: 1.002, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7992, loss_cls: 1.8136, loss: 1.8136, grad_norm: 5.2959 2020-08-06 13:51:18,688 - mmaction - INFO - Epoch [211][1540/3757] lr: 7.757e-03, eta: 1 day, 15:54:31, time: 1.237, data_time: 0.447, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7594, loss_cls: 2.0117, loss: 2.0117, grad_norm: 5.6661 2020-08-06 13:51:38,386 - mmaction - INFO - Epoch [211][1560/3757] lr: 7.757e-03, eta: 1 day, 15:54:16, time: 0.987, data_time: 0.004, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7703, loss_cls: 1.9083, loss: 1.9083, grad_norm: 5.5367 2020-08-06 13:52:00,430 - mmaction - INFO - Epoch [211][1580/3757] lr: 7.757e-03, eta: 1 day, 15:54:02, time: 1.102, data_time: 0.063, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7820, loss_cls: 1.9320, loss: 1.9320, grad_norm: 5.7504 2020-08-06 13:52:21,515 - mmaction - INFO - Epoch [211][1600/3757] lr: 7.757e-03, eta: 1 day, 15:53:47, time: 1.054, data_time: 0.001, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7727, loss_cls: 1.9078, loss: 1.9078, grad_norm: 5.6313 2020-08-06 13:52:41,352 - mmaction - INFO - Epoch [211][1620/3757] lr: 7.757e-03, eta: 1 day, 15:53:32, time: 0.993, data_time: 0.001, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7727, loss_cls: 1.9239, loss: 1.9239, grad_norm: 5.5258 2020-08-06 13:53:02,430 - mmaction - INFO - Epoch [211][1640/3757] lr: 7.757e-03, eta: 1 day, 15:53:18, time: 1.052, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7664, loss_cls: 1.9680, loss: 1.9680, grad_norm: 5.5064 2020-08-06 13:53:18,614 - mmaction - INFO - Epoch [211][1660/3757] lr: 7.757e-03, eta: 1 day, 15:53:01, time: 0.809, data_time: 0.006, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7703, loss_cls: 2.0067, loss: 2.0067, grad_norm: 5.7821 2020-08-06 13:53:34,630 - mmaction - INFO - Epoch [211][1680/3757] lr: 7.757e-03, eta: 1 day, 15:52:44, time: 0.803, data_time: 0.006, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7578, loss_cls: 1.9491, loss: 1.9491, grad_norm: 5.4499 2020-08-06 13:53:51,558 - mmaction - INFO - Epoch [211][1700/3757] lr: 7.757e-03, eta: 1 day, 15:52:27, time: 0.847, data_time: 0.004, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7641, loss_cls: 1.9759, loss: 1.9759, grad_norm: 5.5644 2020-08-06 13:54:16,911 - mmaction - INFO - Epoch [211][1720/3757] lr: 7.757e-03, eta: 1 day, 15:52:15, time: 1.266, data_time: 0.003, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7758, loss_cls: 1.9778, loss: 1.9778, grad_norm: 5.5770 2020-08-06 13:54:45,653 - mmaction - INFO - Epoch [211][1740/3757] lr: 7.757e-03, eta: 1 day, 15:52:05, time: 1.438, data_time: 0.154, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7680, loss_cls: 1.9474, loss: 1.9474, grad_norm: 5.5621 2020-08-06 13:55:15,225 - mmaction - INFO - Epoch [211][1760/3757] lr: 7.757e-03, eta: 1 day, 15:51:55, time: 1.479, data_time: 0.003, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7891, loss_cls: 1.8924, loss: 1.8924, grad_norm: 5.5827 2020-08-06 13:55:40,380 - mmaction - INFO - Epoch [211][1780/3757] lr: 7.757e-03, eta: 1 day, 15:51:43, time: 1.257, data_time: 0.004, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7688, loss_cls: 1.8906, loss: 1.8906, grad_norm: 5.3832 2020-08-06 13:56:03,216 - mmaction - INFO - Epoch [211][1800/3757] lr: 7.757e-03, eta: 1 day, 15:51:29, time: 1.143, data_time: 0.184, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7672, loss_cls: 2.0183, loss: 2.0183, grad_norm: 5.5775 2020-08-06 13:56:28,024 - mmaction - INFO - Epoch [211][1820/3757] lr: 7.757e-03, eta: 1 day, 15:51:17, time: 1.239, data_time: 0.003, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7648, loss_cls: 1.9376, loss: 1.9376, grad_norm: 5.7026 2020-08-06 13:57:05,527 - mmaction - INFO - Epoch [211][1840/3757] lr: 7.757e-03, eta: 1 day, 15:51:12, time: 1.876, data_time: 0.004, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7758, loss_cls: 1.9409, loss: 1.9409, grad_norm: 5.6310 2020-08-06 13:57:44,283 - mmaction - INFO - Epoch [211][1860/3757] lr: 7.757e-03, eta: 1 day, 15:51:07, time: 1.937, data_time: 0.269, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7844, loss_cls: 1.8576, loss: 1.8576, grad_norm: 5.7483 2020-08-06 13:58:16,008 - mmaction - INFO - Epoch [211][1880/3757] lr: 7.757e-03, eta: 1 day, 15:50:58, time: 1.586, data_time: 0.003, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7727, loss_cls: 1.9232, loss: 1.9232, grad_norm: 5.7813 2020-08-06 13:58:51,152 - mmaction - INFO - Epoch [211][1900/3757] lr: 7.757e-03, eta: 1 day, 15:50:52, time: 1.758, data_time: 0.002, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7625, loss_cls: 1.9769, loss: 1.9769, grad_norm: 5.6431 2020-08-06 13:59:17,546 - mmaction - INFO - Epoch [211][1920/3757] lr: 7.757e-03, eta: 1 day, 15:50:40, time: 1.319, data_time: 0.124, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7781, loss_cls: 1.9576, loss: 1.9576, grad_norm: 5.6745 2020-08-06 13:59:50,721 - mmaction - INFO - Epoch [211][1940/3757] lr: 7.757e-03, eta: 1 day, 15:50:32, time: 1.658, data_time: 0.180, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7727, loss_cls: 1.9440, loss: 1.9440, grad_norm: 5.5343 2020-08-06 14:00:20,559 - mmaction - INFO - Epoch [211][1960/3757] lr: 7.757e-03, eta: 1 day, 15:50:23, time: 1.481, data_time: 0.005, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7688, loss_cls: 1.9190, loss: 1.9190, grad_norm: 5.4237 2020-08-06 14:00:43,916 - mmaction - INFO - Epoch [211][1980/3757] lr: 7.757e-03, eta: 1 day, 15:50:10, time: 1.181, data_time: 0.017, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7586, loss_cls: 2.0149, loss: 2.0149, grad_norm: 5.6463 2020-08-06 14:01:03,809 - mmaction - INFO - Epoch [211][2000/3757] lr: 7.757e-03, eta: 1 day, 15:49:55, time: 0.993, data_time: 0.003, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7562, loss_cls: 1.9934, loss: 1.9934, grad_norm: 5.6039 2020-08-06 14:01:19,948 - mmaction - INFO - Epoch [211][2020/3757] lr: 7.757e-03, eta: 1 day, 15:49:37, time: 0.806, data_time: 0.002, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7531, loss_cls: 2.0659, loss: 2.0659, grad_norm: 5.6697 2020-08-06 14:01:44,129 - mmaction - INFO - Epoch [211][2040/3757] lr: 7.757e-03, eta: 1 day, 15:49:25, time: 1.210, data_time: 0.006, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7773, loss_cls: 1.9107, loss: 1.9107, grad_norm: 5.4761 2020-08-06 14:02:03,687 - mmaction - INFO - Epoch [211][2060/3757] lr: 7.757e-03, eta: 1 day, 15:49:10, time: 0.979, data_time: 0.002, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7695, loss_cls: 1.9467, loss: 1.9467, grad_norm: 5.4942 2020-08-06 14:02:25,706 - mmaction - INFO - Epoch [211][2080/3757] lr: 7.757e-03, eta: 1 day, 15:48:56, time: 1.100, data_time: 0.002, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7648, loss_cls: 2.0087, loss: 2.0087, grad_norm: 5.6218 2020-08-06 14:02:50,264 - mmaction - INFO - Epoch [211][2100/3757] lr: 7.757e-03, eta: 1 day, 15:48:43, time: 1.228, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7773, loss_cls: 1.9522, loss: 1.9522, grad_norm: 5.6151 2020-08-06 14:03:08,144 - mmaction - INFO - Epoch [211][2120/3757] lr: 7.757e-03, eta: 1 day, 15:48:27, time: 0.894, data_time: 0.001, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7844, loss_cls: 1.9134, loss: 1.9134, grad_norm: 5.5999 2020-08-06 14:03:28,057 - mmaction - INFO - Epoch [211][2140/3757] lr: 7.757e-03, eta: 1 day, 15:48:12, time: 0.995, data_time: 0.003, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7727, loss_cls: 1.9427, loss: 1.9427, grad_norm: 5.5654 2020-08-06 14:03:45,341 - mmaction - INFO - Epoch [211][2160/3757] lr: 7.757e-03, eta: 1 day, 15:47:55, time: 0.865, data_time: 0.004, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7930, loss_cls: 1.8248, loss: 1.8248, grad_norm: 5.4168 2020-08-06 14:04:06,093 - mmaction - INFO - Epoch [211][2180/3757] lr: 7.757e-03, eta: 1 day, 15:47:41, time: 1.036, data_time: 0.004, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7680, loss_cls: 1.9819, loss: 1.9819, grad_norm: 5.8810 2020-08-06 14:04:23,790 - mmaction - INFO - Epoch [211][2200/3757] lr: 7.757e-03, eta: 1 day, 15:47:24, time: 0.887, data_time: 0.005, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7695, loss_cls: 1.9629, loss: 1.9629, grad_norm: 5.6631 2020-08-06 14:04:40,017 - mmaction - INFO - Epoch [211][2220/3757] lr: 7.757e-03, eta: 1 day, 15:47:07, time: 0.811, data_time: 0.004, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7695, loss_cls: 1.9568, loss: 1.9568, grad_norm: 5.5183 2020-08-06 14:04:56,916 - mmaction - INFO - Epoch [211][2240/3757] lr: 7.757e-03, eta: 1 day, 15:46:51, time: 0.843, data_time: 0.004, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7656, loss_cls: 2.0233, loss: 2.0233, grad_norm: 5.7865 2020-08-06 14:05:20,289 - mmaction - INFO - Epoch [211][2260/3757] lr: 7.757e-03, eta: 1 day, 15:46:37, time: 1.170, data_time: 0.005, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7656, loss_cls: 1.9965, loss: 1.9965, grad_norm: 5.7839 2020-08-06 14:05:38,461 - mmaction - INFO - Epoch [211][2280/3757] lr: 7.757e-03, eta: 1 day, 15:46:21, time: 0.909, data_time: 0.004, memory: 6192, top1_acc: 0.5125, top5_acc: 0.7523, loss_cls: 2.1155, loss: 2.1155, grad_norm: 5.5503 2020-08-06 14:06:03,080 - mmaction - INFO - Epoch [211][2300/3757] lr: 7.757e-03, eta: 1 day, 15:46:09, time: 1.229, data_time: 0.003, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7695, loss_cls: 1.9916, loss: 1.9916, grad_norm: 5.6517 2020-08-06 14:06:19,247 - mmaction - INFO - Epoch [211][2320/3757] lr: 7.757e-03, eta: 1 day, 15:45:52, time: 0.810, data_time: 0.002, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7602, loss_cls: 2.0022, loss: 2.0022, grad_norm: 5.6173 2020-08-06 14:06:38,305 - mmaction - INFO - Epoch [211][2340/3757] lr: 7.757e-03, eta: 1 day, 15:45:36, time: 0.952, data_time: 0.003, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7719, loss_cls: 1.9577, loss: 1.9577, grad_norm: 5.5053 2020-08-06 14:07:01,041 - mmaction - INFO - Epoch [211][2360/3757] lr: 7.757e-03, eta: 1 day, 15:45:23, time: 1.137, data_time: 0.004, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7703, loss_cls: 1.9717, loss: 1.9717, grad_norm: 5.5421 2020-08-06 14:07:21,211 - mmaction - INFO - Epoch [211][2380/3757] lr: 7.757e-03, eta: 1 day, 15:45:08, time: 1.009, data_time: 0.060, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7602, loss_cls: 1.9883, loss: 1.9883, grad_norm: 5.5626 2020-08-06 14:07:37,184 - mmaction - INFO - Epoch [211][2400/3757] lr: 7.757e-03, eta: 1 day, 15:44:50, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7812, loss_cls: 1.8899, loss: 1.8899, grad_norm: 5.7395 2020-08-06 14:07:54,263 - mmaction - INFO - Epoch [211][2420/3757] lr: 7.757e-03, eta: 1 day, 15:44:34, time: 0.856, data_time: 0.005, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7773, loss_cls: 1.9799, loss: 1.9799, grad_norm: 5.6174 2020-08-06 14:08:12,762 - mmaction - INFO - Epoch [211][2440/3757] lr: 7.757e-03, eta: 1 day, 15:44:18, time: 0.923, data_time: 0.001, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7703, loss_cls: 1.9596, loss: 1.9596, grad_norm: 5.6332 2020-08-06 14:08:29,969 - mmaction - INFO - Epoch [211][2460/3757] lr: 7.757e-03, eta: 1 day, 15:44:01, time: 0.861, data_time: 0.046, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7562, loss_cls: 2.0141, loss: 2.0141, grad_norm: 5.5571 2020-08-06 14:08:47,544 - mmaction - INFO - Epoch [211][2480/3757] lr: 7.757e-03, eta: 1 day, 15:43:45, time: 0.880, data_time: 0.015, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7688, loss_cls: 1.9522, loss: 1.9522, grad_norm: 5.4196 2020-08-06 14:09:08,055 - mmaction - INFO - Epoch [211][2500/3757] lr: 7.757e-03, eta: 1 day, 15:43:30, time: 1.025, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7602, loss_cls: 2.0253, loss: 2.0253, grad_norm: 5.4735 2020-08-06 14:09:26,963 - mmaction - INFO - Epoch [211][2520/3757] lr: 7.757e-03, eta: 1 day, 15:43:15, time: 0.945, data_time: 0.004, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7727, loss_cls: 1.9016, loss: 1.9016, grad_norm: 5.4063 2020-08-06 14:09:52,354 - mmaction - INFO - Epoch [211][2540/3757] lr: 7.757e-03, eta: 1 day, 15:43:03, time: 1.270, data_time: 0.146, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 1.9503, loss: 1.9503, grad_norm: 5.6523 2020-08-06 14:10:11,521 - mmaction - INFO - Epoch [211][2560/3757] lr: 7.757e-03, eta: 1 day, 15:42:47, time: 0.958, data_time: 0.054, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7727, loss_cls: 1.8345, loss: 1.8345, grad_norm: 5.4037 2020-08-06 14:10:31,529 - mmaction - INFO - Epoch [211][2580/3757] lr: 7.757e-03, eta: 1 day, 15:42:32, time: 0.999, data_time: 0.001, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7945, loss_cls: 1.8412, loss: 1.8412, grad_norm: 5.5851 2020-08-06 14:10:55,203 - mmaction - INFO - Epoch [211][2600/3757] lr: 7.757e-03, eta: 1 day, 15:42:19, time: 1.184, data_time: 0.336, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7641, loss_cls: 1.9927, loss: 1.9927, grad_norm: 5.6873 2020-08-06 14:11:23,197 - mmaction - INFO - Epoch [211][2620/3757] lr: 7.757e-03, eta: 1 day, 15:42:08, time: 1.401, data_time: 0.255, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7773, loss_cls: 1.9179, loss: 1.9179, grad_norm: 5.5948 2020-08-06 14:12:00,079 - mmaction - INFO - Epoch [211][2640/3757] lr: 7.757e-03, eta: 1 day, 15:42:03, time: 1.845, data_time: 0.004, memory: 6192, top1_acc: 0.5930, top5_acc: 0.8063, loss_cls: 1.7324, loss: 1.7324, grad_norm: 5.3059 2020-08-06 14:12:36,515 - mmaction - INFO - Epoch [211][2660/3757] lr: 7.757e-03, eta: 1 day, 15:41:57, time: 1.821, data_time: 0.197, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7688, loss_cls: 1.9469, loss: 1.9469, grad_norm: 5.6587 2020-08-06 14:12:55,572 - mmaction - INFO - Epoch [211][2680/3757] lr: 7.757e-03, eta: 1 day, 15:41:41, time: 0.953, data_time: 0.004, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7492, loss_cls: 2.0403, loss: 2.0403, grad_norm: 5.7091 2020-08-06 14:13:17,599 - mmaction - INFO - Epoch [211][2700/3757] lr: 7.757e-03, eta: 1 day, 15:41:27, time: 1.100, data_time: 0.001, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7719, loss_cls: 1.9043, loss: 1.9043, grad_norm: 5.4251 2020-08-06 14:13:41,057 - mmaction - INFO - Epoch [211][2720/3757] lr: 7.757e-03, eta: 1 day, 15:41:14, time: 1.173, data_time: 0.004, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7703, loss_cls: 2.0413, loss: 2.0413, grad_norm: 5.5479 2020-08-06 14:14:00,252 - mmaction - INFO - Epoch [211][2740/3757] lr: 7.757e-03, eta: 1 day, 15:40:58, time: 0.960, data_time: 0.004, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7789, loss_cls: 1.9337, loss: 1.9337, grad_norm: 5.5096 2020-08-06 14:14:23,384 - mmaction - INFO - Epoch [211][2760/3757] lr: 7.757e-03, eta: 1 day, 15:40:45, time: 1.157, data_time: 0.003, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7719, loss_cls: 1.9922, loss: 1.9922, grad_norm: 5.7691 2020-08-06 14:14:39,522 - mmaction - INFO - Epoch [211][2780/3757] lr: 7.757e-03, eta: 1 day, 15:40:28, time: 0.807, data_time: 0.003, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7742, loss_cls: 1.9608, loss: 1.9608, grad_norm: 5.7206 2020-08-06 14:14:57,880 - mmaction - INFO - Epoch [211][2800/3757] lr: 7.757e-03, eta: 1 day, 15:40:12, time: 0.917, data_time: 0.003, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7836, loss_cls: 1.8707, loss: 1.8707, grad_norm: 5.5619 2020-08-06 14:15:17,931 - mmaction - INFO - Epoch [211][2820/3757] lr: 7.757e-03, eta: 1 day, 15:39:57, time: 1.003, data_time: 0.153, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.9709, loss: 1.9709, grad_norm: 5.6573 2020-08-06 14:15:36,344 - mmaction - INFO - Epoch [211][2840/3757] lr: 7.757e-03, eta: 1 day, 15:39:41, time: 0.922, data_time: 0.004, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7852, loss_cls: 1.9012, loss: 1.9012, grad_norm: 5.6092 2020-08-06 14:15:52,186 - mmaction - INFO - Epoch [211][2860/3757] lr: 7.757e-03, eta: 1 day, 15:39:24, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7523, loss_cls: 2.0368, loss: 2.0368, grad_norm: 5.6128 2020-08-06 14:16:09,779 - mmaction - INFO - Epoch [211][2880/3757] lr: 7.757e-03, eta: 1 day, 15:39:07, time: 0.880, data_time: 0.004, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7805, loss_cls: 1.9190, loss: 1.9190, grad_norm: 5.4068 2020-08-06 14:16:25,793 - mmaction - INFO - Epoch [211][2900/3757] lr: 7.757e-03, eta: 1 day, 15:38:50, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7812, loss_cls: 1.9314, loss: 1.9314, grad_norm: 5.7144 2020-08-06 14:16:41,883 - mmaction - INFO - Epoch [211][2920/3757] lr: 7.757e-03, eta: 1 day, 15:38:33, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7828, loss_cls: 1.9308, loss: 1.9308, grad_norm: 5.6631 2020-08-06 14:16:57,797 - mmaction - INFO - Epoch [211][2940/3757] lr: 7.757e-03, eta: 1 day, 15:38:16, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7797, loss_cls: 1.9624, loss: 1.9624, grad_norm: 5.6498 2020-08-06 14:17:13,608 - mmaction - INFO - Epoch [211][2960/3757] lr: 7.757e-03, eta: 1 day, 15:37:58, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7641, loss_cls: 1.9912, loss: 1.9912, grad_norm: 5.6777 2020-08-06 14:17:29,565 - mmaction - INFO - Epoch [211][2980/3757] lr: 7.757e-03, eta: 1 day, 15:37:41, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7695, loss_cls: 1.9719, loss: 1.9719, grad_norm: 5.7225 2020-08-06 14:17:45,535 - mmaction - INFO - Epoch [211][3000/3757] lr: 7.757e-03, eta: 1 day, 15:37:24, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7609, loss_cls: 1.9486, loss: 1.9486, grad_norm: 5.4903 2020-08-06 14:18:01,427 - mmaction - INFO - Epoch [211][3020/3757] lr: 7.757e-03, eta: 1 day, 15:37:07, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7633, loss_cls: 2.0521, loss: 2.0521, grad_norm: 5.6968 2020-08-06 14:18:17,295 - mmaction - INFO - Epoch [211][3040/3757] lr: 7.757e-03, eta: 1 day, 15:36:49, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7523, loss_cls: 2.0743, loss: 2.0743, grad_norm: 5.7513 2020-08-06 14:18:33,346 - mmaction - INFO - Epoch [211][3060/3757] lr: 7.757e-03, eta: 1 day, 15:36:32, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7711, loss_cls: 1.9171, loss: 1.9171, grad_norm: 5.4757 2020-08-06 14:18:49,406 - mmaction - INFO - Epoch [211][3080/3757] lr: 7.757e-03, eta: 1 day, 15:36:15, time: 0.804, data_time: 0.005, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7961, loss_cls: 1.8236, loss: 1.8236, grad_norm: 5.5472 2020-08-06 14:19:05,473 - mmaction - INFO - Epoch [211][3100/3757] lr: 7.757e-03, eta: 1 day, 15:35:58, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7734, loss_cls: 2.0106, loss: 2.0106, grad_norm: 5.6701 2020-08-06 14:19:25,889 - mmaction - INFO - Epoch [211][3120/3757] lr: 7.757e-03, eta: 1 day, 15:35:43, time: 1.022, data_time: 0.005, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7719, loss_cls: 1.8965, loss: 1.8965, grad_norm: 5.4699 2020-08-06 14:19:46,245 - mmaction - INFO - Epoch [211][3140/3757] lr: 7.757e-03, eta: 1 day, 15:35:28, time: 1.018, data_time: 0.003, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7492, loss_cls: 2.0724, loss: 2.0724, grad_norm: 5.6025 2020-08-06 14:20:05,725 - mmaction - INFO - Epoch [211][3160/3757] lr: 7.757e-03, eta: 1 day, 15:35:13, time: 0.974, data_time: 0.003, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7703, loss_cls: 1.8962, loss: 1.8962, grad_norm: 5.4669 2020-08-06 14:20:26,679 - mmaction - INFO - Epoch [211][3180/3757] lr: 7.757e-03, eta: 1 day, 15:34:58, time: 1.047, data_time: 0.210, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7867, loss_cls: 1.8823, loss: 1.8823, grad_norm: 5.5213 2020-08-06 14:20:49,506 - mmaction - INFO - Epoch [211][3200/3757] lr: 7.757e-03, eta: 1 day, 15:34:45, time: 1.143, data_time: 0.360, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7820, loss_cls: 1.8857, loss: 1.8857, grad_norm: 5.3847 2020-08-06 14:21:08,299 - mmaction - INFO - Epoch [211][3220/3757] lr: 7.757e-03, eta: 1 day, 15:34:29, time: 0.939, data_time: 0.003, memory: 6192, top1_acc: 0.5289, top5_acc: 0.7664, loss_cls: 1.9823, loss: 1.9823, grad_norm: 5.7198 2020-08-06 14:21:29,519 - mmaction - INFO - Epoch [211][3240/3757] lr: 7.757e-03, eta: 1 day, 15:34:14, time: 1.061, data_time: 0.005, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7758, loss_cls: 1.9247, loss: 1.9247, grad_norm: 5.6278 2020-08-06 14:21:49,232 - mmaction - INFO - Epoch [211][3260/3757] lr: 7.757e-03, eta: 1 day, 15:33:59, time: 0.986, data_time: 0.004, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7797, loss_cls: 1.9096, loss: 1.9096, grad_norm: 5.6258 2020-08-06 14:22:09,586 - mmaction - INFO - Epoch [211][3280/3757] lr: 7.757e-03, eta: 1 day, 15:33:44, time: 1.018, data_time: 0.001, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7586, loss_cls: 2.0207, loss: 2.0207, grad_norm: 5.7346 2020-08-06 14:22:25,686 - mmaction - INFO - Epoch [211][3300/3757] lr: 7.757e-03, eta: 1 day, 15:33:27, time: 0.805, data_time: 0.001, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7805, loss_cls: 1.9770, loss: 1.9770, grad_norm: 5.6523 2020-08-06 14:22:47,041 - mmaction - INFO - Epoch [211][3320/3757] lr: 7.757e-03, eta: 1 day, 15:33:13, time: 1.068, data_time: 0.003, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7734, loss_cls: 1.8824, loss: 1.8824, grad_norm: 5.5042 2020-08-06 14:23:14,614 - mmaction - INFO - Epoch [211][3340/3757] lr: 7.757e-03, eta: 1 day, 15:33:02, time: 1.378, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7703, loss_cls: 1.9602, loss: 1.9602, grad_norm: 5.6984 2020-08-06 14:23:34,353 - mmaction - INFO - Epoch [211][3360/3757] lr: 7.757e-03, eta: 1 day, 15:32:47, time: 0.986, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7703, loss_cls: 2.0044, loss: 2.0044, grad_norm: 5.7238 2020-08-06 14:23:50,483 - mmaction - INFO - Epoch [211][3380/3757] lr: 7.757e-03, eta: 1 day, 15:32:30, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7844, loss_cls: 1.8919, loss: 1.8919, grad_norm: 5.6220 2020-08-06 14:24:11,594 - mmaction - INFO - Epoch [211][3400/3757] lr: 7.757e-03, eta: 1 day, 15:32:15, time: 1.056, data_time: 0.004, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7461, loss_cls: 2.0386, loss: 2.0386, grad_norm: 5.7464 2020-08-06 14:24:29,905 - mmaction - INFO - Epoch [211][3420/3757] lr: 7.757e-03, eta: 1 day, 15:31:59, time: 0.915, data_time: 0.004, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7609, loss_cls: 1.9985, loss: 1.9985, grad_norm: 5.6363 2020-08-06 14:24:51,571 - mmaction - INFO - Epoch [211][3440/3757] lr: 7.757e-03, eta: 1 day, 15:31:45, time: 1.082, data_time: 0.177, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7492, loss_cls: 1.9825, loss: 1.9825, grad_norm: 5.6160 2020-08-06 14:25:09,892 - mmaction - INFO - Epoch [211][3460/3757] lr: 7.757e-03, eta: 1 day, 15:31:29, time: 0.919, data_time: 0.006, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7719, loss_cls: 2.0113, loss: 2.0113, grad_norm: 5.8221 2020-08-06 14:25:31,838 - mmaction - INFO - Epoch [211][3480/3757] lr: 7.757e-03, eta: 1 day, 15:31:15, time: 1.097, data_time: 0.001, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7641, loss_cls: 2.0166, loss: 2.0166, grad_norm: 5.6202 2020-08-06 14:25:58,234 - mmaction - INFO - Epoch [211][3500/3757] lr: 7.757e-03, eta: 1 day, 15:31:03, time: 1.318, data_time: 0.004, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 1.9516, loss: 1.9516, grad_norm: 5.5282 2020-08-06 14:26:27,399 - mmaction - INFO - Epoch [211][3520/3757] lr: 7.757e-03, eta: 1 day, 15:30:53, time: 1.460, data_time: 0.005, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7508, loss_cls: 2.0053, loss: 2.0053, grad_norm: 5.6519 2020-08-06 14:26:43,510 - mmaction - INFO - Epoch [211][3540/3757] lr: 7.757e-03, eta: 1 day, 15:30:36, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7914, loss_cls: 1.8695, loss: 1.8695, grad_norm: 5.5866 2020-08-06 14:27:06,344 - mmaction - INFO - Epoch [211][3560/3757] lr: 7.757e-03, eta: 1 day, 15:30:23, time: 1.141, data_time: 0.108, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7430, loss_cls: 2.0355, loss: 2.0355, grad_norm: 5.6483 2020-08-06 14:27:26,771 - mmaction - INFO - Epoch [211][3580/3757] lr: 7.757e-03, eta: 1 day, 15:30:08, time: 1.022, data_time: 0.004, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7828, loss_cls: 1.9460, loss: 1.9460, grad_norm: 5.5154 2020-08-06 14:27:45,237 - mmaction - INFO - Epoch [211][3600/3757] lr: 7.757e-03, eta: 1 day, 15:29:52, time: 0.924, data_time: 0.003, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7812, loss_cls: 1.9473, loss: 1.9473, grad_norm: 5.7066 2020-08-06 14:28:05,065 - mmaction - INFO - Epoch [211][3620/3757] lr: 7.757e-03, eta: 1 day, 15:29:37, time: 0.991, data_time: 0.031, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7711, loss_cls: 1.9490, loss: 1.9490, grad_norm: 5.5691 2020-08-06 14:28:24,453 - mmaction - INFO - Epoch [211][3640/3757] lr: 7.757e-03, eta: 1 day, 15:29:21, time: 0.970, data_time: 0.001, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7602, loss_cls: 2.0208, loss: 2.0208, grad_norm: 5.6137 2020-08-06 14:28:43,177 - mmaction - INFO - Epoch [211][3660/3757] lr: 7.757e-03, eta: 1 day, 15:29:05, time: 0.935, data_time: 0.003, memory: 6192, top1_acc: 0.5188, top5_acc: 0.7664, loss_cls: 1.9870, loss: 1.9870, grad_norm: 5.7421 2020-08-06 14:29:02,911 - mmaction - INFO - Epoch [211][3680/3757] lr: 7.757e-03, eta: 1 day, 15:28:50, time: 0.988, data_time: 0.005, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7492, loss_cls: 2.0297, loss: 2.0297, grad_norm: 5.6008 2020-08-06 14:29:20,935 - mmaction - INFO - Epoch [211][3700/3757] lr: 7.757e-03, eta: 1 day, 15:28:34, time: 0.900, data_time: 0.003, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7734, loss_cls: 1.9283, loss: 1.9283, grad_norm: 5.4407 2020-08-06 14:29:41,676 - mmaction - INFO - Epoch [211][3720/3757] lr: 7.757e-03, eta: 1 day, 15:28:19, time: 1.036, data_time: 0.156, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7703, loss_cls: 1.9916, loss: 1.9916, grad_norm: 5.6596 2020-08-06 14:29:58,298 - mmaction - INFO - Epoch [211][3740/3757] lr: 7.757e-03, eta: 1 day, 15:28:03, time: 0.830, data_time: 0.026, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7664, loss_cls: 2.0151, loss: 2.0151, grad_norm: 5.6954 2020-08-06 14:34:11,733 - mmaction - INFO - Epoch [212][20/3757] lr: 7.432e-03, eta: 1 day, 15:29:20, time: 11.574, data_time: 10.591, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7828, loss_cls: 1.9103, loss: 1.9103, grad_norm: 5.6092 2020-08-06 14:34:29,850 - mmaction - INFO - Epoch [212][40/3757] lr: 7.432e-03, eta: 1 day, 15:29:04, time: 0.907, data_time: 0.004, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7648, loss_cls: 1.9576, loss: 1.9576, grad_norm: 5.6325 2020-08-06 14:34:46,348 - mmaction - INFO - Epoch [212][60/3757] lr: 7.432e-03, eta: 1 day, 15:28:47, time: 0.825, data_time: 0.003, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7656, loss_cls: 1.9839, loss: 1.9839, grad_norm: 5.6902 2020-08-06 14:35:07,868 - mmaction - INFO - Epoch [212][80/3757] lr: 7.432e-03, eta: 1 day, 15:28:33, time: 1.076, data_time: 0.281, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7656, loss_cls: 1.9527, loss: 1.9527, grad_norm: 5.5974 2020-08-06 14:35:28,769 - mmaction - INFO - Epoch [212][100/3757] lr: 7.432e-03, eta: 1 day, 15:28:18, time: 1.045, data_time: 0.001, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7820, loss_cls: 1.9017, loss: 1.9017, grad_norm: 5.5884 2020-08-06 14:35:44,627 - mmaction - INFO - Epoch [212][120/3757] lr: 7.432e-03, eta: 1 day, 15:28:01, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7891, loss_cls: 1.8569, loss: 1.8569, grad_norm: 5.6289 2020-08-06 14:36:01,160 - mmaction - INFO - Epoch [212][140/3757] lr: 7.432e-03, eta: 1 day, 15:27:44, time: 0.824, data_time: 0.003, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7812, loss_cls: 1.8986, loss: 1.8986, grad_norm: 5.6708 2020-08-06 14:36:17,383 - mmaction - INFO - Epoch [212][160/3757] lr: 7.432e-03, eta: 1 day, 15:27:27, time: 0.811, data_time: 0.006, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7859, loss_cls: 1.8518, loss: 1.8518, grad_norm: 5.5380 2020-08-06 14:36:33,521 - mmaction - INFO - Epoch [212][180/3757] lr: 7.432e-03, eta: 1 day, 15:27:09, time: 0.810, data_time: 0.005, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7953, loss_cls: 1.8090, loss: 1.8090, grad_norm: 5.6155 2020-08-06 14:36:50,900 - mmaction - INFO - Epoch [212][200/3757] lr: 7.432e-03, eta: 1 day, 15:26:53, time: 0.868, data_time: 0.003, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7844, loss_cls: 1.8665, loss: 1.8665, grad_norm: 5.4662 2020-08-06 14:37:08,035 - mmaction - INFO - Epoch [212][220/3757] lr: 7.432e-03, eta: 1 day, 15:26:36, time: 0.856, data_time: 0.004, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7734, loss_cls: 1.9263, loss: 1.9263, grad_norm: 5.6676 2020-08-06 14:37:23,997 - mmaction - INFO - Epoch [212][240/3757] lr: 7.432e-03, eta: 1 day, 15:26:19, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7914, loss_cls: 1.8134, loss: 1.8134, grad_norm: 5.2770 2020-08-06 14:37:44,106 - mmaction - INFO - Epoch [212][260/3757] lr: 7.432e-03, eta: 1 day, 15:26:04, time: 1.005, data_time: 0.003, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7922, loss_cls: 1.9260, loss: 1.9260, grad_norm: 5.6783 2020-08-06 14:38:03,324 - mmaction - INFO - Epoch [212][280/3757] lr: 7.432e-03, eta: 1 day, 15:25:48, time: 0.961, data_time: 0.004, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7937, loss_cls: 1.8859, loss: 1.8859, grad_norm: 5.7112 2020-08-06 14:38:22,545 - mmaction - INFO - Epoch [212][300/3757] lr: 7.432e-03, eta: 1 day, 15:25:33, time: 0.960, data_time: 0.001, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7656, loss_cls: 1.9937, loss: 1.9937, grad_norm: 5.6517 2020-08-06 14:38:39,912 - mmaction - INFO - Epoch [212][320/3757] lr: 7.432e-03, eta: 1 day, 15:25:16, time: 0.868, data_time: 0.069, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7609, loss_cls: 1.9621, loss: 1.9621, grad_norm: 5.5106 2020-08-06 14:39:00,370 - mmaction - INFO - Epoch [212][340/3757] lr: 7.432e-03, eta: 1 day, 15:25:01, time: 1.024, data_time: 0.044, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7789, loss_cls: 1.8698, loss: 1.8698, grad_norm: 5.6144 2020-08-06 14:39:19,923 - mmaction - INFO - Epoch [212][360/3757] lr: 7.432e-03, eta: 1 day, 15:24:46, time: 0.978, data_time: 0.003, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7727, loss_cls: 1.9398, loss: 1.9398, grad_norm: 5.6462 2020-08-06 14:39:36,247 - mmaction - INFO - Epoch [212][380/3757] lr: 7.432e-03, eta: 1 day, 15:24:29, time: 0.816, data_time: 0.004, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7727, loss_cls: 1.9012, loss: 1.9012, grad_norm: 5.5722 2020-08-06 14:39:53,242 - mmaction - INFO - Epoch [212][400/3757] lr: 7.432e-03, eta: 1 day, 15:24:12, time: 0.850, data_time: 0.003, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7773, loss_cls: 1.8836, loss: 1.8836, grad_norm: 5.5774 2020-08-06 14:40:09,387 - mmaction - INFO - Epoch [212][420/3757] lr: 7.432e-03, eta: 1 day, 15:23:55, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7758, loss_cls: 1.8926, loss: 1.8926, grad_norm: 5.5112 2020-08-06 14:40:25,276 - mmaction - INFO - Epoch [212][440/3757] lr: 7.432e-03, eta: 1 day, 15:23:38, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7742, loss_cls: 1.9265, loss: 1.9265, grad_norm: 5.5149 2020-08-06 14:40:41,235 - mmaction - INFO - Epoch [212][460/3757] lr: 7.432e-03, eta: 1 day, 15:23:21, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7547, loss_cls: 2.0478, loss: 2.0478, grad_norm: 5.8973 2020-08-06 14:40:57,147 - mmaction - INFO - Epoch [212][480/3757] lr: 7.432e-03, eta: 1 day, 15:23:03, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7773, loss_cls: 1.8829, loss: 1.8829, grad_norm: 5.4898 2020-08-06 14:41:13,057 - mmaction - INFO - Epoch [212][500/3757] lr: 7.432e-03, eta: 1 day, 15:22:46, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7617, loss_cls: 1.9419, loss: 1.9419, grad_norm: 5.7122 2020-08-06 14:41:28,987 - mmaction - INFO - Epoch [212][520/3757] lr: 7.432e-03, eta: 1 day, 15:22:29, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7828, loss_cls: 1.8692, loss: 1.8692, grad_norm: 5.5194 2020-08-06 14:41:45,026 - mmaction - INFO - Epoch [212][540/3757] lr: 7.432e-03, eta: 1 day, 15:22:11, time: 0.804, data_time: 0.005, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7852, loss_cls: 1.9007, loss: 1.9007, grad_norm: 5.6542 2020-08-06 14:42:01,179 - mmaction - INFO - Epoch [212][560/3757] lr: 7.432e-03, eta: 1 day, 15:21:54, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7750, loss_cls: 1.9266, loss: 1.9266, grad_norm: 5.6384 2020-08-06 14:42:17,264 - mmaction - INFO - Epoch [212][580/3757] lr: 7.432e-03, eta: 1 day, 15:21:37, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7820, loss_cls: 1.9247, loss: 1.9247, grad_norm: 5.7405 2020-08-06 14:42:33,251 - mmaction - INFO - Epoch [212][600/3757] lr: 7.432e-03, eta: 1 day, 15:21:20, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.5844, top5_acc: 0.8000, loss_cls: 1.7865, loss: 1.7865, grad_norm: 5.4878 2020-08-06 14:42:49,276 - mmaction - INFO - Epoch [212][620/3757] lr: 7.432e-03, eta: 1 day, 15:21:02, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7727, loss_cls: 1.9317, loss: 1.9317, grad_norm: 5.6865 2020-08-06 14:43:05,436 - mmaction - INFO - Epoch [212][640/3757] lr: 7.432e-03, eta: 1 day, 15:20:45, time: 0.807, data_time: 0.002, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7844, loss_cls: 1.9093, loss: 1.9093, grad_norm: 5.8057 2020-08-06 14:43:21,564 - mmaction - INFO - Epoch [212][660/3757] lr: 7.432e-03, eta: 1 day, 15:20:28, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7727, loss_cls: 1.9456, loss: 1.9456, grad_norm: 5.6184 2020-08-06 14:43:37,426 - mmaction - INFO - Epoch [212][680/3757] lr: 7.432e-03, eta: 1 day, 15:20:11, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7766, loss_cls: 1.9111, loss: 1.9111, grad_norm: 5.5859 2020-08-06 14:43:53,530 - mmaction - INFO - Epoch [212][700/3757] lr: 7.432e-03, eta: 1 day, 15:19:54, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7703, loss_cls: 1.9112, loss: 1.9112, grad_norm: 5.6112 2020-08-06 14:44:09,390 - mmaction - INFO - Epoch [212][720/3757] lr: 7.432e-03, eta: 1 day, 15:19:36, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7648, loss_cls: 1.9811, loss: 1.9811, grad_norm: 5.8818 2020-08-06 14:44:25,479 - mmaction - INFO - Epoch [212][740/3757] lr: 7.432e-03, eta: 1 day, 15:19:19, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7789, loss_cls: 1.9292, loss: 1.9292, grad_norm: 5.7682 2020-08-06 14:44:41,686 - mmaction - INFO - Epoch [212][760/3757] lr: 7.432e-03, eta: 1 day, 15:19:02, time: 0.810, data_time: 0.004, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7844, loss_cls: 1.8369, loss: 1.8369, grad_norm: 5.5634 2020-08-06 14:44:57,905 - mmaction - INFO - Epoch [212][780/3757] lr: 7.432e-03, eta: 1 day, 15:18:45, time: 0.811, data_time: 0.003, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7594, loss_cls: 1.9998, loss: 1.9998, grad_norm: 5.6014 2020-08-06 14:45:13,969 - mmaction - INFO - Epoch [212][800/3757] lr: 7.432e-03, eta: 1 day, 15:18:27, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7477, loss_cls: 2.0153, loss: 2.0153, grad_norm: 5.7369 2020-08-06 14:45:29,764 - mmaction - INFO - Epoch [212][820/3757] lr: 7.432e-03, eta: 1 day, 15:18:10, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7703, loss_cls: 1.9790, loss: 1.9790, grad_norm: 5.7443 2020-08-06 14:45:45,579 - mmaction - INFO - Epoch [212][840/3757] lr: 7.432e-03, eta: 1 day, 15:17:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7898, loss_cls: 1.9442, loss: 1.9442, grad_norm: 5.7941 2020-08-06 14:46:01,552 - mmaction - INFO - Epoch [212][860/3757] lr: 7.432e-03, eta: 1 day, 15:17:35, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7703, loss_cls: 1.9629, loss: 1.9629, grad_norm: 5.6450 2020-08-06 14:46:17,437 - mmaction - INFO - Epoch [212][880/3757] lr: 7.432e-03, eta: 1 day, 15:17:18, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7797, loss_cls: 1.9100, loss: 1.9100, grad_norm: 5.6153 2020-08-06 14:46:33,353 - mmaction - INFO - Epoch [212][900/3757] lr: 7.432e-03, eta: 1 day, 15:17:01, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7570, loss_cls: 2.0638, loss: 2.0638, grad_norm: 5.8940 2020-08-06 14:46:49,227 - mmaction - INFO - Epoch [212][920/3757] lr: 7.432e-03, eta: 1 day, 15:16:44, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7641, loss_cls: 1.9060, loss: 1.9060, grad_norm: 5.5757 2020-08-06 14:47:05,246 - mmaction - INFO - Epoch [212][940/3757] lr: 7.432e-03, eta: 1 day, 15:16:26, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7953, loss_cls: 1.8490, loss: 1.8490, grad_norm: 5.6378 2020-08-06 14:47:21,081 - mmaction - INFO - Epoch [212][960/3757] lr: 7.432e-03, eta: 1 day, 15:16:09, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7789, loss_cls: 1.8503, loss: 1.8503, grad_norm: 5.3399 2020-08-06 14:47:37,160 - mmaction - INFO - Epoch [212][980/3757] lr: 7.432e-03, eta: 1 day, 15:15:52, time: 0.805, data_time: 0.005, memory: 6192, top1_acc: 0.5664, top5_acc: 0.8008, loss_cls: 1.8134, loss: 1.8134, grad_norm: 5.6047 2020-08-06 14:47:53,124 - mmaction - INFO - Epoch [212][1000/3757] lr: 7.432e-03, eta: 1 day, 15:15:34, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5805, top5_acc: 0.7859, loss_cls: 1.8284, loss: 1.8284, grad_norm: 5.5053 2020-08-06 14:48:09,301 - mmaction - INFO - Epoch [212][1020/3757] lr: 7.432e-03, eta: 1 day, 15:15:17, time: 0.809, data_time: 0.004, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7828, loss_cls: 1.8846, loss: 1.8846, grad_norm: 5.5064 2020-08-06 14:48:26,516 - mmaction - INFO - Epoch [212][1040/3757] lr: 7.432e-03, eta: 1 day, 15:15:01, time: 0.860, data_time: 0.004, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7773, loss_cls: 1.8958, loss: 1.8958, grad_norm: 5.7099 2020-08-06 14:48:42,529 - mmaction - INFO - Epoch [212][1060/3757] lr: 7.432e-03, eta: 1 day, 15:14:43, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7531, loss_cls: 2.0283, loss: 2.0283, grad_norm: 5.8624 2020-08-06 14:48:58,521 - mmaction - INFO - Epoch [212][1080/3757] lr: 7.432e-03, eta: 1 day, 15:14:26, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7758, loss_cls: 1.9222, loss: 1.9222, grad_norm: 5.6010 2020-08-06 14:49:14,328 - mmaction - INFO - Epoch [212][1100/3757] lr: 7.432e-03, eta: 1 day, 15:14:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7836, loss_cls: 1.9109, loss: 1.9109, grad_norm: 5.5970 2020-08-06 14:49:30,161 - mmaction - INFO - Epoch [212][1120/3757] lr: 7.432e-03, eta: 1 day, 15:13:51, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7781, loss_cls: 1.8704, loss: 1.8704, grad_norm: 5.4768 2020-08-06 14:49:46,150 - mmaction - INFO - Epoch [212][1140/3757] lr: 7.432e-03, eta: 1 day, 15:13:34, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7727, loss_cls: 1.9564, loss: 1.9564, grad_norm: 5.6232 2020-08-06 14:50:01,999 - mmaction - INFO - Epoch [212][1160/3757] lr: 7.432e-03, eta: 1 day, 15:13:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7789, loss_cls: 1.8841, loss: 1.8841, grad_norm: 5.5534 2020-08-06 14:50:17,798 - mmaction - INFO - Epoch [212][1180/3757] lr: 7.432e-03, eta: 1 day, 15:12:59, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7836, loss_cls: 1.9289, loss: 1.9289, grad_norm: 5.7027 2020-08-06 14:50:33,681 - mmaction - INFO - Epoch [212][1200/3757] lr: 7.432e-03, eta: 1 day, 15:12:42, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5711, top5_acc: 0.8000, loss_cls: 1.8019, loss: 1.8019, grad_norm: 5.6460 2020-08-06 14:50:49,519 - mmaction - INFO - Epoch [212][1220/3757] lr: 7.432e-03, eta: 1 day, 15:12:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7773, loss_cls: 1.8718, loss: 1.8718, grad_norm: 5.5969 2020-08-06 14:51:05,337 - mmaction - INFO - Epoch [212][1240/3757] lr: 7.432e-03, eta: 1 day, 15:12:07, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7680, loss_cls: 1.9820, loss: 1.9820, grad_norm: 5.7091 2020-08-06 14:51:21,160 - mmaction - INFO - Epoch [212][1260/3757] lr: 7.432e-03, eta: 1 day, 15:11:50, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7797, loss_cls: 1.8729, loss: 1.8729, grad_norm: 5.5373 2020-08-06 14:51:37,012 - mmaction - INFO - Epoch [212][1280/3757] lr: 7.432e-03, eta: 1 day, 15:11:33, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7734, loss_cls: 1.9223, loss: 1.9223, grad_norm: 5.6104 2020-08-06 14:51:52,883 - mmaction - INFO - Epoch [212][1300/3757] lr: 7.432e-03, eta: 1 day, 15:11:15, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7773, loss_cls: 1.8636, loss: 1.8636, grad_norm: 5.7150 2020-08-06 14:52:08,827 - mmaction - INFO - Epoch [212][1320/3757] lr: 7.432e-03, eta: 1 day, 15:10:58, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7773, loss_cls: 1.9543, loss: 1.9543, grad_norm: 5.6763 2020-08-06 14:52:24,624 - mmaction - INFO - Epoch [212][1340/3757] lr: 7.432e-03, eta: 1 day, 15:10:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7594, loss_cls: 1.9608, loss: 1.9608, grad_norm: 5.8153 2020-08-06 14:52:40,523 - mmaction - INFO - Epoch [212][1360/3757] lr: 7.432e-03, eta: 1 day, 15:10:23, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7570, loss_cls: 1.9436, loss: 1.9436, grad_norm: 5.6642 2020-08-06 14:52:56,311 - mmaction - INFO - Epoch [212][1380/3757] lr: 7.432e-03, eta: 1 day, 15:10:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9159, loss: 1.9159, grad_norm: 5.5844 2020-08-06 14:53:12,112 - mmaction - INFO - Epoch [212][1400/3757] lr: 7.432e-03, eta: 1 day, 15:09:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7789, loss_cls: 1.9269, loss: 1.9269, grad_norm: 5.6249 2020-08-06 14:53:27,938 - mmaction - INFO - Epoch [212][1420/3757] lr: 7.432e-03, eta: 1 day, 15:09:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7820, loss_cls: 1.9471, loss: 1.9471, grad_norm: 5.6846 2020-08-06 14:53:43,801 - mmaction - INFO - Epoch [212][1440/3757] lr: 7.432e-03, eta: 1 day, 15:09:14, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7805, loss_cls: 1.9304, loss: 1.9304, grad_norm: 5.6853 2020-08-06 14:53:59,678 - mmaction - INFO - Epoch [212][1460/3757] lr: 7.432e-03, eta: 1 day, 15:08:57, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7750, loss_cls: 1.9390, loss: 1.9390, grad_norm: 5.7639 2020-08-06 14:54:15,507 - mmaction - INFO - Epoch [212][1480/3757] lr: 7.432e-03, eta: 1 day, 15:08:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7883, loss_cls: 1.8673, loss: 1.8673, grad_norm: 5.4902 2020-08-06 14:54:31,299 - mmaction - INFO - Epoch [212][1500/3757] lr: 7.432e-03, eta: 1 day, 15:08:22, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5852, top5_acc: 0.7914, loss_cls: 1.7905, loss: 1.7905, grad_norm: 5.6100 2020-08-06 14:54:47,279 - mmaction - INFO - Epoch [212][1520/3757] lr: 7.432e-03, eta: 1 day, 15:08:05, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7789, loss_cls: 1.9021, loss: 1.9021, grad_norm: 5.8096 2020-08-06 14:55:03,249 - mmaction - INFO - Epoch [212][1540/3757] lr: 7.432e-03, eta: 1 day, 15:07:47, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7648, loss_cls: 1.9282, loss: 1.9282, grad_norm: 5.7018 2020-08-06 14:55:19,177 - mmaction - INFO - Epoch [212][1560/3757] lr: 7.432e-03, eta: 1 day, 15:07:30, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7664, loss_cls: 1.9829, loss: 1.9829, grad_norm: 5.7761 2020-08-06 14:55:35,144 - mmaction - INFO - Epoch [212][1580/3757] lr: 7.432e-03, eta: 1 day, 15:07:13, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7781, loss_cls: 1.9454, loss: 1.9454, grad_norm: 5.8828 2020-08-06 14:55:51,092 - mmaction - INFO - Epoch [212][1600/3757] lr: 7.432e-03, eta: 1 day, 15:06:56, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7812, loss_cls: 1.9234, loss: 1.9234, grad_norm: 5.8153 2020-08-06 14:56:06,986 - mmaction - INFO - Epoch [212][1620/3757] lr: 7.432e-03, eta: 1 day, 15:06:38, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7742, loss_cls: 1.9181, loss: 1.9181, grad_norm: 5.7054 2020-08-06 14:56:23,118 - mmaction - INFO - Epoch [212][1640/3757] lr: 7.432e-03, eta: 1 day, 15:06:21, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7664, loss_cls: 1.9625, loss: 1.9625, grad_norm: 5.6563 2020-08-06 14:56:39,067 - mmaction - INFO - Epoch [212][1660/3757] lr: 7.432e-03, eta: 1 day, 15:06:04, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7805, loss_cls: 1.9132, loss: 1.9132, grad_norm: 5.5782 2020-08-06 14:56:55,061 - mmaction - INFO - Epoch [212][1680/3757] lr: 7.432e-03, eta: 1 day, 15:05:47, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7844, loss_cls: 1.8872, loss: 1.8872, grad_norm: 5.6143 2020-08-06 14:57:10,902 - mmaction - INFO - Epoch [212][1700/3757] lr: 7.432e-03, eta: 1 day, 15:05:29, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7750, loss_cls: 1.9184, loss: 1.9184, grad_norm: 5.6290 2020-08-06 14:57:28,615 - mmaction - INFO - Epoch [212][1720/3757] lr: 7.432e-03, eta: 1 day, 15:05:13, time: 0.884, data_time: 0.084, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7789, loss_cls: 1.9060, loss: 1.9060, grad_norm: 5.7142 2020-08-06 14:57:44,781 - mmaction - INFO - Epoch [212][1740/3757] lr: 7.432e-03, eta: 1 day, 15:04:56, time: 0.811, data_time: 0.005, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7734, loss_cls: 1.9109, loss: 1.9109, grad_norm: 5.5239 2020-08-06 14:58:04,942 - mmaction - INFO - Epoch [212][1760/3757] lr: 7.432e-03, eta: 1 day, 15:04:41, time: 1.008, data_time: 0.040, memory: 6192, top1_acc: 0.5156, top5_acc: 0.7602, loss_cls: 2.0581, loss: 2.0581, grad_norm: 5.8710 2020-08-06 14:58:21,091 - mmaction - INFO - Epoch [212][1780/3757] lr: 7.432e-03, eta: 1 day, 15:04:24, time: 0.807, data_time: 0.001, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7773, loss_cls: 1.9403, loss: 1.9403, grad_norm: 5.4781 2020-08-06 14:58:38,079 - mmaction - INFO - Epoch [212][1800/3757] lr: 7.432e-03, eta: 1 day, 15:04:07, time: 0.849, data_time: 0.003, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7688, loss_cls: 1.9289, loss: 1.9289, grad_norm: 5.4913 2020-08-06 14:58:58,223 - mmaction - INFO - Epoch [212][1820/3757] lr: 7.432e-03, eta: 1 day, 15:03:52, time: 1.005, data_time: 0.008, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7828, loss_cls: 1.9351, loss: 1.9351, grad_norm: 5.5398 2020-08-06 14:59:15,498 - mmaction - INFO - Epoch [212][1840/3757] lr: 7.432e-03, eta: 1 day, 15:03:35, time: 0.865, data_time: 0.006, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.8654, loss: 1.8654, grad_norm: 5.4880 2020-08-06 14:59:32,081 - mmaction - INFO - Epoch [212][1860/3757] lr: 7.432e-03, eta: 1 day, 15:03:18, time: 0.829, data_time: 0.004, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7602, loss_cls: 1.9458, loss: 1.9458, grad_norm: 5.6088 2020-08-06 14:59:48,192 - mmaction - INFO - Epoch [212][1880/3757] lr: 7.432e-03, eta: 1 day, 15:03:01, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7750, loss_cls: 1.9480, loss: 1.9480, grad_norm: 5.6233 2020-08-06 15:00:12,402 - mmaction - INFO - Epoch [212][1900/3757] lr: 7.432e-03, eta: 1 day, 15:02:48, time: 1.209, data_time: 0.005, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7820, loss_cls: 1.9234, loss: 1.9234, grad_norm: 5.6981 2020-08-06 15:00:28,617 - mmaction - INFO - Epoch [212][1920/3757] lr: 7.432e-03, eta: 1 day, 15:02:31, time: 0.811, data_time: 0.007, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7688, loss_cls: 1.9593, loss: 1.9593, grad_norm: 5.6219 2020-08-06 15:00:45,402 - mmaction - INFO - Epoch [212][1940/3757] lr: 7.432e-03, eta: 1 day, 15:02:14, time: 0.840, data_time: 0.005, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7820, loss_cls: 1.8961, loss: 1.8961, grad_norm: 5.6112 2020-08-06 15:01:01,636 - mmaction - INFO - Epoch [212][1960/3757] lr: 7.432e-03, eta: 1 day, 15:01:57, time: 0.811, data_time: 0.004, memory: 6192, top1_acc: 0.5227, top5_acc: 0.7602, loss_cls: 1.9501, loss: 1.9501, grad_norm: 5.7835 2020-08-06 15:01:17,437 - mmaction - INFO - Epoch [212][1980/3757] lr: 7.432e-03, eta: 1 day, 15:01:40, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7977, loss_cls: 1.7836, loss: 1.7836, grad_norm: 5.5453 2020-08-06 15:01:33,530 - mmaction - INFO - Epoch [212][2000/3757] lr: 7.432e-03, eta: 1 day, 15:01:22, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7617, loss_cls: 1.9795, loss: 1.9795, grad_norm: 5.7742 2020-08-06 15:01:49,604 - mmaction - INFO - Epoch [212][2020/3757] lr: 7.432e-03, eta: 1 day, 15:01:05, time: 0.806, data_time: 0.005, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7836, loss_cls: 1.8607, loss: 1.8607, grad_norm: 5.7484 2020-08-06 15:02:05,595 - mmaction - INFO - Epoch [212][2040/3757] lr: 7.432e-03, eta: 1 day, 15:00:48, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7719, loss_cls: 1.9880, loss: 1.9880, grad_norm: 5.6974 2020-08-06 15:02:21,465 - mmaction - INFO - Epoch [212][2060/3757] lr: 7.432e-03, eta: 1 day, 15:00:31, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7523, loss_cls: 2.0008, loss: 2.0008, grad_norm: 5.6176 2020-08-06 15:02:37,331 - mmaction - INFO - Epoch [212][2080/3757] lr: 7.432e-03, eta: 1 day, 15:00:13, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7812, loss_cls: 1.8224, loss: 1.8224, grad_norm: 5.4451 2020-08-06 15:02:53,452 - mmaction - INFO - Epoch [212][2100/3757] lr: 7.432e-03, eta: 1 day, 14:59:56, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7898, loss_cls: 1.8771, loss: 1.8771, grad_norm: 5.6139 2020-08-06 15:03:09,593 - mmaction - INFO - Epoch [212][2120/3757] lr: 7.432e-03, eta: 1 day, 14:59:39, time: 0.809, data_time: 0.002, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7742, loss_cls: 1.9325, loss: 1.9325, grad_norm: 5.6442 2020-08-06 15:03:25,623 - mmaction - INFO - Epoch [212][2140/3757] lr: 7.432e-03, eta: 1 day, 14:59:22, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7883, loss_cls: 1.9004, loss: 1.9004, grad_norm: 5.7246 2020-08-06 15:03:41,653 - mmaction - INFO - Epoch [212][2160/3757] lr: 7.432e-03, eta: 1 day, 14:59:05, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7852, loss_cls: 1.8590, loss: 1.8590, grad_norm: 5.5732 2020-08-06 15:03:59,481 - mmaction - INFO - Epoch [212][2180/3757] lr: 7.432e-03, eta: 1 day, 14:58:48, time: 0.891, data_time: 0.003, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7641, loss_cls: 1.9638, loss: 1.9638, grad_norm: 5.5809 2020-08-06 15:04:18,432 - mmaction - INFO - Epoch [212][2200/3757] lr: 7.432e-03, eta: 1 day, 14:58:33, time: 0.945, data_time: 0.003, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7586, loss_cls: 2.0128, loss: 2.0128, grad_norm: 5.7622 2020-08-06 15:04:38,379 - mmaction - INFO - Epoch [212][2220/3757] lr: 7.432e-03, eta: 1 day, 14:58:17, time: 1.000, data_time: 0.006, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7930, loss_cls: 1.8742, loss: 1.8742, grad_norm: 5.7592 2020-08-06 15:05:00,853 - mmaction - INFO - Epoch [212][2240/3757] lr: 7.432e-03, eta: 1 day, 14:58:04, time: 1.124, data_time: 0.332, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7844, loss_cls: 1.8863, loss: 1.8863, grad_norm: 5.6846 2020-08-06 15:05:19,816 - mmaction - INFO - Epoch [212][2260/3757] lr: 7.432e-03, eta: 1 day, 14:57:48, time: 0.946, data_time: 0.035, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7633, loss_cls: 1.9712, loss: 1.9712, grad_norm: 5.8813 2020-08-06 15:05:37,706 - mmaction - INFO - Epoch [212][2280/3757] lr: 7.432e-03, eta: 1 day, 14:57:32, time: 0.897, data_time: 0.005, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7758, loss_cls: 1.9443, loss: 1.9443, grad_norm: 5.6704 2020-08-06 15:05:58,279 - mmaction - INFO - Epoch [212][2300/3757] lr: 7.432e-03, eta: 1 day, 14:57:17, time: 1.028, data_time: 0.003, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7766, loss_cls: 1.9606, loss: 1.9606, grad_norm: 5.7078 2020-08-06 15:06:18,232 - mmaction - INFO - Epoch [212][2320/3757] lr: 7.432e-03, eta: 1 day, 14:57:02, time: 0.998, data_time: 0.004, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7562, loss_cls: 2.0001, loss: 2.0001, grad_norm: 5.5756 2020-08-06 15:06:38,608 - mmaction - INFO - Epoch [212][2340/3757] lr: 7.432e-03, eta: 1 day, 14:56:47, time: 1.019, data_time: 0.003, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7867, loss_cls: 1.8889, loss: 1.8889, grad_norm: 5.4649 2020-08-06 15:06:55,383 - mmaction - INFO - Epoch [212][2360/3757] lr: 7.432e-03, eta: 1 day, 14:56:30, time: 0.838, data_time: 0.003, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7578, loss_cls: 1.9863, loss: 1.9863, grad_norm: 5.8847 2020-08-06 15:07:21,020 - mmaction - INFO - Epoch [212][2380/3757] lr: 7.432e-03, eta: 1 day, 14:56:18, time: 1.283, data_time: 0.004, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7672, loss_cls: 1.9774, loss: 1.9774, grad_norm: 5.6621 2020-08-06 15:07:43,725 - mmaction - INFO - Epoch [212][2400/3757] lr: 7.432e-03, eta: 1 day, 14:56:04, time: 1.135, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7758, loss_cls: 1.9434, loss: 1.9434, grad_norm: 5.6774 2020-08-06 15:08:04,882 - mmaction - INFO - Epoch [212][2420/3757] lr: 7.432e-03, eta: 1 day, 14:55:50, time: 1.057, data_time: 0.003, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7758, loss_cls: 1.9810, loss: 1.9810, grad_norm: 5.6872 2020-08-06 15:08:20,729 - mmaction - INFO - Epoch [212][2440/3757] lr: 7.432e-03, eta: 1 day, 14:55:32, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7633, loss_cls: 2.0098, loss: 2.0098, grad_norm: 5.6987 2020-08-06 15:08:41,075 - mmaction - INFO - Epoch [212][2460/3757] lr: 7.432e-03, eta: 1 day, 14:55:17, time: 1.018, data_time: 0.004, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7625, loss_cls: 1.9817, loss: 1.9817, grad_norm: 5.6447 2020-08-06 15:08:58,000 - mmaction - INFO - Epoch [212][2480/3757] lr: 7.432e-03, eta: 1 day, 14:55:01, time: 0.846, data_time: 0.001, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 1.9952, loss: 1.9952, grad_norm: 5.7964 2020-08-06 15:09:15,278 - mmaction - INFO - Epoch [212][2500/3757] lr: 7.432e-03, eta: 1 day, 14:54:44, time: 0.862, data_time: 0.003, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7516, loss_cls: 2.0511, loss: 2.0511, grad_norm: 5.7428 2020-08-06 15:09:33,629 - mmaction - INFO - Epoch [212][2520/3757] lr: 7.432e-03, eta: 1 day, 14:54:28, time: 0.920, data_time: 0.005, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.9242, loss: 1.9242, grad_norm: 5.6529 2020-08-06 15:09:52,826 - mmaction - INFO - Epoch [212][2540/3757] lr: 7.432e-03, eta: 1 day, 14:54:12, time: 0.960, data_time: 0.003, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7742, loss_cls: 1.9063, loss: 1.9063, grad_norm: 5.4984 2020-08-06 15:10:12,707 - mmaction - INFO - Epoch [212][2560/3757] lr: 7.432e-03, eta: 1 day, 14:53:57, time: 0.993, data_time: 0.058, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7852, loss_cls: 1.8927, loss: 1.8927, grad_norm: 5.5033 2020-08-06 15:10:31,312 - mmaction - INFO - Epoch [212][2580/3757] lr: 7.432e-03, eta: 1 day, 14:53:41, time: 0.930, data_time: 0.014, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7461, loss_cls: 2.0417, loss: 2.0417, grad_norm: 5.7028 2020-08-06 15:10:51,986 - mmaction - INFO - Epoch [212][2600/3757] lr: 7.432e-03, eta: 1 day, 14:53:27, time: 1.035, data_time: 0.099, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7734, loss_cls: 1.9271, loss: 1.9271, grad_norm: 5.6631 2020-08-06 15:11:08,091 - mmaction - INFO - Epoch [212][2620/3757] lr: 7.432e-03, eta: 1 day, 14:53:09, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7969, loss_cls: 1.8611, loss: 1.8611, grad_norm: 5.5772 2020-08-06 15:11:26,235 - mmaction - INFO - Epoch [212][2640/3757] lr: 7.432e-03, eta: 1 day, 14:52:53, time: 0.906, data_time: 0.004, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7602, loss_cls: 2.0232, loss: 2.0232, grad_norm: 5.8965 2020-08-06 15:11:42,051 - mmaction - INFO - Epoch [212][2660/3757] lr: 7.432e-03, eta: 1 day, 14:52:36, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7758, loss_cls: 1.9327, loss: 1.9327, grad_norm: 5.5580 2020-08-06 15:11:58,250 - mmaction - INFO - Epoch [212][2680/3757] lr: 7.432e-03, eta: 1 day, 14:52:19, time: 0.810, data_time: 0.004, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7773, loss_cls: 1.9564, loss: 1.9564, grad_norm: 5.7116 2020-08-06 15:12:14,270 - mmaction - INFO - Epoch [212][2700/3757] lr: 7.432e-03, eta: 1 day, 14:52:01, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 2.0611, loss: 2.0611, grad_norm: 5.8592 2020-08-06 15:12:30,122 - mmaction - INFO - Epoch [212][2720/3757] lr: 7.432e-03, eta: 1 day, 14:51:44, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7570, loss_cls: 2.0202, loss: 2.0202, grad_norm: 5.6998 2020-08-06 15:12:48,726 - mmaction - INFO - Epoch [212][2740/3757] lr: 7.432e-03, eta: 1 day, 14:51:28, time: 0.930, data_time: 0.003, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7680, loss_cls: 2.0174, loss: 2.0174, grad_norm: 5.9741 2020-08-06 15:13:05,020 - mmaction - INFO - Epoch [212][2760/3757] lr: 7.432e-03, eta: 1 day, 14:51:11, time: 0.813, data_time: 0.003, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7844, loss_cls: 1.8991, loss: 1.8991, grad_norm: 5.5361 2020-08-06 15:13:21,139 - mmaction - INFO - Epoch [212][2780/3757] lr: 7.432e-03, eta: 1 day, 14:50:54, time: 0.806, data_time: 0.005, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7812, loss_cls: 1.9188, loss: 1.9188, grad_norm: 5.6462 2020-08-06 15:13:37,205 - mmaction - INFO - Epoch [212][2800/3757] lr: 7.432e-03, eta: 1 day, 14:50:37, time: 0.803, data_time: 0.006, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7828, loss_cls: 1.9043, loss: 1.9043, grad_norm: 5.6516 2020-08-06 15:13:53,464 - mmaction - INFO - Epoch [212][2820/3757] lr: 7.432e-03, eta: 1 day, 14:50:20, time: 0.815, data_time: 0.005, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7859, loss_cls: 1.8480, loss: 1.8480, grad_norm: 5.5451 2020-08-06 15:14:14,892 - mmaction - INFO - Epoch [212][2840/3757] lr: 7.432e-03, eta: 1 day, 14:50:05, time: 1.071, data_time: 0.003, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7773, loss_cls: 1.9689, loss: 1.9689, grad_norm: 5.7261 2020-08-06 15:14:35,233 - mmaction - INFO - Epoch [212][2860/3757] lr: 7.432e-03, eta: 1 day, 14:49:50, time: 1.015, data_time: 0.003, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7750, loss_cls: 1.9454, loss: 1.9454, grad_norm: 5.8564 2020-08-06 15:14:55,386 - mmaction - INFO - Epoch [212][2880/3757] lr: 7.432e-03, eta: 1 day, 14:49:35, time: 1.008, data_time: 0.006, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7789, loss_cls: 1.9005, loss: 1.9005, grad_norm: 5.6369 2020-08-06 15:15:11,553 - mmaction - INFO - Epoch [212][2900/3757] lr: 7.432e-03, eta: 1 day, 14:49:18, time: 0.810, data_time: 0.005, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7664, loss_cls: 1.9275, loss: 1.9275, grad_norm: 5.6601 2020-08-06 15:15:35,093 - mmaction - INFO - Epoch [212][2920/3757] lr: 7.432e-03, eta: 1 day, 14:49:05, time: 1.177, data_time: 0.040, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7727, loss_cls: 1.9071, loss: 1.9071, grad_norm: 5.6536 2020-08-06 15:15:56,050 - mmaction - INFO - Epoch [212][2940/3757] lr: 7.432e-03, eta: 1 day, 14:48:50, time: 1.047, data_time: 0.003, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7789, loss_cls: 1.8742, loss: 1.8742, grad_norm: 5.8637 2020-08-06 15:16:16,094 - mmaction - INFO - Epoch [212][2960/3757] lr: 7.432e-03, eta: 1 day, 14:48:35, time: 1.003, data_time: 0.001, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7578, loss_cls: 1.9705, loss: 1.9705, grad_norm: 5.7076 2020-08-06 15:16:39,232 - mmaction - INFO - Epoch [212][2980/3757] lr: 7.432e-03, eta: 1 day, 14:48:22, time: 1.157, data_time: 0.003, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7641, loss_cls: 1.9795, loss: 1.9795, grad_norm: 5.7217 2020-08-06 15:16:57,047 - mmaction - INFO - Epoch [212][3000/3757] lr: 7.432e-03, eta: 1 day, 14:48:05, time: 0.888, data_time: 0.096, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7711, loss_cls: 1.9579, loss: 1.9579, grad_norm: 5.5622 2020-08-06 15:17:13,786 - mmaction - INFO - Epoch [212][3020/3757] lr: 7.432e-03, eta: 1 day, 14:47:48, time: 0.839, data_time: 0.003, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7703, loss_cls: 1.9873, loss: 1.9873, grad_norm: 5.7373 2020-08-06 15:17:29,857 - mmaction - INFO - Epoch [212][3040/3757] lr: 7.432e-03, eta: 1 day, 14:47:31, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7641, loss_cls: 1.9644, loss: 1.9644, grad_norm: 5.7435 2020-08-06 15:17:52,149 - mmaction - INFO - Epoch [212][3060/3757] lr: 7.432e-03, eta: 1 day, 14:47:17, time: 1.116, data_time: 0.005, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7812, loss_cls: 1.9652, loss: 1.9652, grad_norm: 5.6820 2020-08-06 15:18:19,163 - mmaction - INFO - Epoch [212][3080/3757] lr: 7.432e-03, eta: 1 day, 14:47:06, time: 1.351, data_time: 0.120, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 1.9970, loss: 1.9970, grad_norm: 5.8126 2020-08-06 15:18:41,449 - mmaction - INFO - Epoch [212][3100/3757] lr: 7.432e-03, eta: 1 day, 14:46:52, time: 1.111, data_time: 0.001, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7742, loss_cls: 1.9283, loss: 1.9283, grad_norm: 5.5479 2020-08-06 15:19:00,893 - mmaction - INFO - Epoch [212][3120/3757] lr: 7.432e-03, eta: 1 day, 14:46:36, time: 0.976, data_time: 0.007, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7914, loss_cls: 1.9118, loss: 1.9118, grad_norm: 5.7715 2020-08-06 15:19:24,457 - mmaction - INFO - Epoch [212][3140/3757] lr: 7.432e-03, eta: 1 day, 14:46:23, time: 1.176, data_time: 0.144, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7734, loss_cls: 1.9318, loss: 1.9318, grad_norm: 5.6431 2020-08-06 15:19:50,667 - mmaction - INFO - Epoch [212][3160/3757] lr: 7.432e-03, eta: 1 day, 14:46:11, time: 1.312, data_time: 0.002, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7688, loss_cls: 1.9812, loss: 1.9812, grad_norm: 5.6103 2020-08-06 15:20:07,907 - mmaction - INFO - Epoch [212][3180/3757] lr: 7.432e-03, eta: 1 day, 14:45:55, time: 0.862, data_time: 0.003, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7695, loss_cls: 1.9870, loss: 1.9870, grad_norm: 5.7325 2020-08-06 15:20:29,618 - mmaction - INFO - Epoch [212][3200/3757] lr: 7.432e-03, eta: 1 day, 14:45:40, time: 1.084, data_time: 0.001, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7781, loss_cls: 1.9018, loss: 1.9018, grad_norm: 5.5478 2020-08-06 15:20:48,992 - mmaction - INFO - Epoch [212][3220/3757] lr: 7.432e-03, eta: 1 day, 14:45:25, time: 0.970, data_time: 0.004, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7766, loss_cls: 1.9777, loss: 1.9777, grad_norm: 5.8272 2020-08-06 15:21:09,444 - mmaction - INFO - Epoch [212][3240/3757] lr: 7.432e-03, eta: 1 day, 14:45:10, time: 1.022, data_time: 0.025, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7867, loss_cls: 1.9568, loss: 1.9568, grad_norm: 5.8283 2020-08-06 15:21:29,103 - mmaction - INFO - Epoch [212][3260/3757] lr: 7.432e-03, eta: 1 day, 14:44:55, time: 0.983, data_time: 0.139, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7641, loss_cls: 2.0473, loss: 2.0473, grad_norm: 5.8321 2020-08-06 15:21:50,876 - mmaction - INFO - Epoch [212][3280/3757] lr: 7.432e-03, eta: 1 day, 14:44:40, time: 1.088, data_time: 0.088, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7797, loss_cls: 1.9405, loss: 1.9405, grad_norm: 5.7984 2020-08-06 15:22:11,615 - mmaction - INFO - Epoch [212][3300/3757] lr: 7.432e-03, eta: 1 day, 14:44:26, time: 1.039, data_time: 0.004, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7789, loss_cls: 1.9295, loss: 1.9295, grad_norm: 5.7466 2020-08-06 15:22:30,223 - mmaction - INFO - Epoch [212][3320/3757] lr: 7.432e-03, eta: 1 day, 14:44:10, time: 0.929, data_time: 0.004, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7672, loss_cls: 1.9977, loss: 1.9977, grad_norm: 5.8370 2020-08-06 15:22:46,456 - mmaction - INFO - Epoch [212][3340/3757] lr: 7.432e-03, eta: 1 day, 14:43:53, time: 0.812, data_time: 0.005, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7961, loss_cls: 1.8901, loss: 1.8901, grad_norm: 5.8999 2020-08-06 15:23:10,452 - mmaction - INFO - Epoch [212][3360/3757] lr: 7.432e-03, eta: 1 day, 14:43:40, time: 1.200, data_time: 0.241, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7758, loss_cls: 1.9196, loss: 1.9196, grad_norm: 5.6497 2020-08-06 15:23:26,416 - mmaction - INFO - Epoch [212][3380/3757] lr: 7.432e-03, eta: 1 day, 14:43:22, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7773, loss_cls: 1.9286, loss: 1.9286, grad_norm: 5.7757 2020-08-06 15:23:53,312 - mmaction - INFO - Epoch [212][3400/3757] lr: 7.432e-03, eta: 1 day, 14:43:11, time: 1.344, data_time: 0.003, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7797, loss_cls: 1.8810, loss: 1.8810, grad_norm: 5.5537 2020-08-06 15:24:12,676 - mmaction - INFO - Epoch [212][3420/3757] lr: 7.432e-03, eta: 1 day, 14:42:55, time: 0.969, data_time: 0.004, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7688, loss_cls: 1.9072, loss: 1.9072, grad_norm: 5.4425 2020-08-06 15:24:35,171 - mmaction - INFO - Epoch [212][3440/3757] lr: 7.432e-03, eta: 1 day, 14:42:41, time: 1.123, data_time: 0.324, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7688, loss_cls: 1.8774, loss: 1.8774, grad_norm: 5.6584 2020-08-06 15:24:58,568 - mmaction - INFO - Epoch [212][3460/3757] lr: 7.432e-03, eta: 1 day, 14:42:28, time: 1.171, data_time: 0.167, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7781, loss_cls: 1.9181, loss: 1.9181, grad_norm: 5.5864 2020-08-06 15:25:18,633 - mmaction - INFO - Epoch [212][3480/3757] lr: 7.432e-03, eta: 1 day, 14:42:13, time: 1.003, data_time: 0.003, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7766, loss_cls: 1.9295, loss: 1.9295, grad_norm: 5.6045 2020-08-06 15:25:36,198 - mmaction - INFO - Epoch [212][3500/3757] lr: 7.432e-03, eta: 1 day, 14:41:56, time: 0.878, data_time: 0.004, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 2.0401, loss: 2.0401, grad_norm: 5.8536 2020-08-06 15:26:02,050 - mmaction - INFO - Epoch [212][3520/3757] lr: 7.432e-03, eta: 1 day, 14:41:44, time: 1.292, data_time: 0.003, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7695, loss_cls: 1.9480, loss: 1.9480, grad_norm: 5.6195 2020-08-06 15:26:18,824 - mmaction - INFO - Epoch [212][3540/3757] lr: 7.432e-03, eta: 1 day, 14:41:27, time: 0.839, data_time: 0.003, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7891, loss_cls: 1.8825, loss: 1.8825, grad_norm: 5.7269 2020-08-06 15:26:43,758 - mmaction - INFO - Epoch [212][3560/3757] lr: 7.432e-03, eta: 1 day, 14:41:15, time: 1.245, data_time: 0.165, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7523, loss_cls: 1.9743, loss: 1.9743, grad_norm: 5.7248 2020-08-06 15:27:01,190 - mmaction - INFO - Epoch [212][3580/3757] lr: 7.432e-03, eta: 1 day, 14:40:58, time: 0.872, data_time: 0.026, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7984, loss_cls: 1.8217, loss: 1.8217, grad_norm: 5.7282 2020-08-06 15:27:19,969 - mmaction - INFO - Epoch [212][3600/3757] lr: 7.432e-03, eta: 1 day, 14:40:43, time: 0.939, data_time: 0.110, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7594, loss_cls: 2.0040, loss: 2.0040, grad_norm: 5.7391 2020-08-06 15:27:38,061 - mmaction - INFO - Epoch [212][3620/3757] lr: 7.432e-03, eta: 1 day, 14:40:26, time: 0.905, data_time: 0.004, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7578, loss_cls: 1.9674, loss: 1.9674, grad_norm: 5.6217 2020-08-06 15:27:55,945 - mmaction - INFO - Epoch [212][3640/3757] lr: 7.432e-03, eta: 1 day, 14:40:10, time: 0.894, data_time: 0.003, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7633, loss_cls: 2.0056, loss: 2.0056, grad_norm: 5.7789 2020-08-06 15:28:13,610 - mmaction - INFO - Epoch [212][3660/3757] lr: 7.432e-03, eta: 1 day, 14:39:54, time: 0.882, data_time: 0.001, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7789, loss_cls: 1.9604, loss: 1.9604, grad_norm: 5.8648 2020-08-06 15:28:36,833 - mmaction - INFO - Epoch [212][3680/3757] lr: 7.432e-03, eta: 1 day, 14:39:40, time: 1.162, data_time: 0.004, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7516, loss_cls: 2.0301, loss: 2.0301, grad_norm: 5.8133 2020-08-06 15:28:52,755 - mmaction - INFO - Epoch [212][3700/3757] lr: 7.432e-03, eta: 1 day, 14:39:23, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7453, loss_cls: 2.0990, loss: 2.0990, grad_norm: 5.9666 2020-08-06 15:29:11,457 - mmaction - INFO - Epoch [212][3720/3757] lr: 7.432e-03, eta: 1 day, 14:39:07, time: 0.934, data_time: 0.003, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7531, loss_cls: 1.9897, loss: 1.9897, grad_norm: 5.5486 2020-08-06 15:29:27,691 - mmaction - INFO - Epoch [212][3740/3757] lr: 7.432e-03, eta: 1 day, 14:38:50, time: 0.811, data_time: 0.004, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7578, loss_cls: 1.9870, loss: 1.9870, grad_norm: 5.7269 2020-08-06 15:29:58,103 - mmaction - INFO - Saving checkpoint at 212 epochs 2020-08-06 15:32:41,757 - mmaction - INFO - Epoch [213][20/3757] lr: 7.114e-03, eta: 1 day, 14:39:27, time: 8.119, data_time: 6.920, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7820, loss_cls: 1.8686, loss: 1.8686, grad_norm: 5.4589 2020-08-06 15:33:09,445 - mmaction - INFO - Epoch [213][40/3757] lr: 7.114e-03, eta: 1 day, 14:39:16, time: 1.384, data_time: 0.066, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7883, loss_cls: 1.8904, loss: 1.8904, grad_norm: 5.6372 2020-08-06 15:33:28,874 - mmaction - INFO - Epoch [213][60/3757] lr: 7.114e-03, eta: 1 day, 14:39:01, time: 0.973, data_time: 0.005, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7641, loss_cls: 1.9129, loss: 1.9129, grad_norm: 5.6393 2020-08-06 15:33:51,032 - mmaction - INFO - Epoch [213][80/3757] lr: 7.114e-03, eta: 1 day, 14:38:47, time: 1.108, data_time: 0.127, memory: 6192, top1_acc: 0.5773, top5_acc: 0.8008, loss_cls: 1.7865, loss: 1.7865, grad_norm: 5.3758 2020-08-06 15:34:13,456 - mmaction - INFO - Epoch [213][100/3757] lr: 7.114e-03, eta: 1 day, 14:38:33, time: 1.122, data_time: 0.084, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7586, loss_cls: 1.9695, loss: 1.9695, grad_norm: 5.8193 2020-08-06 15:34:30,123 - mmaction - INFO - Epoch [213][120/3757] lr: 7.114e-03, eta: 1 day, 14:38:16, time: 0.831, data_time: 0.025, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7773, loss_cls: 1.8563, loss: 1.8563, grad_norm: 5.6160 2020-08-06 15:34:51,740 - mmaction - INFO - Epoch [213][140/3757] lr: 7.114e-03, eta: 1 day, 14:38:02, time: 1.082, data_time: 0.125, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7961, loss_cls: 1.8252, loss: 1.8252, grad_norm: 5.5118 2020-08-06 15:35:10,601 - mmaction - INFO - Epoch [213][160/3757] lr: 7.114e-03, eta: 1 day, 14:37:46, time: 0.944, data_time: 0.004, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7914, loss_cls: 1.8801, loss: 1.8801, grad_norm: 5.6918 2020-08-06 15:35:35,333 - mmaction - INFO - Epoch [213][180/3757] lr: 7.114e-03, eta: 1 day, 14:37:33, time: 1.236, data_time: 0.156, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7672, loss_cls: 1.9927, loss: 1.9927, grad_norm: 5.9061 2020-08-06 15:35:54,886 - mmaction - INFO - Epoch [213][200/3757] lr: 7.114e-03, eta: 1 day, 14:37:18, time: 0.978, data_time: 0.004, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7820, loss_cls: 1.8631, loss: 1.8631, grad_norm: 5.7577 2020-08-06 15:36:18,031 - mmaction - INFO - Epoch [213][220/3757] lr: 7.114e-03, eta: 1 day, 14:37:04, time: 1.157, data_time: 0.003, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7742, loss_cls: 1.8584, loss: 1.8584, grad_norm: 5.5805 2020-08-06 15:36:40,428 - mmaction - INFO - Epoch [213][240/3757] lr: 7.114e-03, eta: 1 day, 14:36:50, time: 1.119, data_time: 0.003, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7828, loss_cls: 1.8668, loss: 1.8668, grad_norm: 5.5124 2020-08-06 15:37:03,212 - mmaction - INFO - Epoch [213][260/3757] lr: 7.114e-03, eta: 1 day, 14:36:36, time: 1.139, data_time: 0.004, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7680, loss_cls: 1.9151, loss: 1.9151, grad_norm: 5.8420 2020-08-06 15:37:24,465 - mmaction - INFO - Epoch [213][280/3757] lr: 7.114e-03, eta: 1 day, 14:36:22, time: 1.063, data_time: 0.007, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7844, loss_cls: 1.8330, loss: 1.8330, grad_norm: 5.5456 2020-08-06 15:37:40,552 - mmaction - INFO - Epoch [213][300/3757] lr: 7.114e-03, eta: 1 day, 14:36:05, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7789, loss_cls: 1.9172, loss: 1.9172, grad_norm: 5.6658 2020-08-06 15:38:05,251 - mmaction - INFO - Epoch [213][320/3757] lr: 7.114e-03, eta: 1 day, 14:35:52, time: 1.234, data_time: 0.068, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7562, loss_cls: 1.9355, loss: 1.9355, grad_norm: 5.5179 2020-08-06 15:38:27,847 - mmaction - INFO - Epoch [213][340/3757] lr: 7.114e-03, eta: 1 day, 14:35:38, time: 1.131, data_time: 0.004, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7961, loss_cls: 1.7809, loss: 1.7809, grad_norm: 5.3452 2020-08-06 15:38:43,823 - mmaction - INFO - Epoch [213][360/3757] lr: 7.114e-03, eta: 1 day, 14:35:21, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5219, top5_acc: 0.7570, loss_cls: 2.0569, loss: 2.0569, grad_norm: 5.8485 2020-08-06 15:39:11,084 - mmaction - INFO - Epoch [213][380/3757] lr: 7.114e-03, eta: 1 day, 14:35:09, time: 1.362, data_time: 0.573, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7937, loss_cls: 1.8335, loss: 1.8335, grad_norm: 5.5077 2020-08-06 15:39:29,311 - mmaction - INFO - Epoch [213][400/3757] lr: 7.114e-03, eta: 1 day, 14:34:53, time: 0.912, data_time: 0.004, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7922, loss_cls: 1.8318, loss: 1.8318, grad_norm: 5.5522 2020-08-06 15:39:48,019 - mmaction - INFO - Epoch [213][420/3757] lr: 7.114e-03, eta: 1 day, 14:34:37, time: 0.935, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7797, loss_cls: 1.8971, loss: 1.8971, grad_norm: 5.6719 2020-08-06 15:40:10,241 - mmaction - INFO - Epoch [213][440/3757] lr: 7.114e-03, eta: 1 day, 14:34:23, time: 1.111, data_time: 0.001, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8141, loss_cls: 1.7407, loss: 1.7407, grad_norm: 5.4193 2020-08-06 15:40:27,029 - mmaction - INFO - Epoch [213][460/3757] lr: 7.114e-03, eta: 1 day, 14:34:06, time: 0.838, data_time: 0.015, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7844, loss_cls: 1.9141, loss: 1.9141, grad_norm: 5.9289 2020-08-06 15:40:48,301 - mmaction - INFO - Epoch [213][480/3757] lr: 7.114e-03, eta: 1 day, 14:33:52, time: 1.066, data_time: 0.005, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7711, loss_cls: 1.9130, loss: 1.9130, grad_norm: 5.7811 2020-08-06 15:41:07,510 - mmaction - INFO - Epoch [213][500/3757] lr: 7.114e-03, eta: 1 day, 14:33:36, time: 0.959, data_time: 0.003, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7641, loss_cls: 1.9024, loss: 1.9024, grad_norm: 5.5014 2020-08-06 15:41:25,354 - mmaction - INFO - Epoch [213][520/3757] lr: 7.114e-03, eta: 1 day, 14:33:20, time: 0.894, data_time: 0.005, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7773, loss_cls: 1.8299, loss: 1.8299, grad_norm: 5.5331 2020-08-06 15:41:41,576 - mmaction - INFO - Epoch [213][540/3757] lr: 7.114e-03, eta: 1 day, 14:33:03, time: 0.809, data_time: 0.003, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7758, loss_cls: 1.9732, loss: 1.9732, grad_norm: 5.7695 2020-08-06 15:41:57,655 - mmaction - INFO - Epoch [213][560/3757] lr: 7.114e-03, eta: 1 day, 14:32:46, time: 0.805, data_time: 0.005, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7922, loss_cls: 1.8145, loss: 1.8145, grad_norm: 5.5332 2020-08-06 15:42:24,365 - mmaction - INFO - Epoch [213][580/3757] lr: 7.114e-03, eta: 1 day, 14:32:34, time: 1.336, data_time: 0.044, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7852, loss_cls: 1.8848, loss: 1.8848, grad_norm: 5.6782 2020-08-06 15:42:43,652 - mmaction - INFO - Epoch [213][600/3757] lr: 7.114e-03, eta: 1 day, 14:32:18, time: 0.964, data_time: 0.012, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7742, loss_cls: 1.9243, loss: 1.9243, grad_norm: 5.6789 2020-08-06 15:43:00,432 - mmaction - INFO - Epoch [213][620/3757] lr: 7.114e-03, eta: 1 day, 14:32:01, time: 0.838, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7914, loss_cls: 1.8294, loss: 1.8294, grad_norm: 5.4029 2020-08-06 15:43:16,616 - mmaction - INFO - Epoch [213][640/3757] lr: 7.114e-03, eta: 1 day, 14:31:44, time: 0.811, data_time: 0.005, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7664, loss_cls: 1.9581, loss: 1.9581, grad_norm: 5.7029 2020-08-06 15:43:36,155 - mmaction - INFO - Epoch [213][660/3757] lr: 7.114e-03, eta: 1 day, 14:31:29, time: 0.977, data_time: 0.181, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7852, loss_cls: 1.9592, loss: 1.9592, grad_norm: 5.6189 2020-08-06 15:43:52,405 - mmaction - INFO - Epoch [213][680/3757] lr: 7.114e-03, eta: 1 day, 14:31:12, time: 0.812, data_time: 0.004, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7562, loss_cls: 1.9665, loss: 1.9665, grad_norm: 5.6026 2020-08-06 15:44:10,805 - mmaction - INFO - Epoch [213][700/3757] lr: 7.114e-03, eta: 1 day, 14:30:56, time: 0.921, data_time: 0.004, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7859, loss_cls: 1.9428, loss: 1.9428, grad_norm: 5.6876 2020-08-06 15:44:26,847 - mmaction - INFO - Epoch [213][720/3757] lr: 7.114e-03, eta: 1 day, 14:30:38, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7961, loss_cls: 1.8636, loss: 1.8636, grad_norm: 5.7312 2020-08-06 15:44:42,960 - mmaction - INFO - Epoch [213][740/3757] lr: 7.114e-03, eta: 1 day, 14:30:21, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7875, loss_cls: 1.8349, loss: 1.8349, grad_norm: 5.5971 2020-08-06 15:45:00,431 - mmaction - INFO - Epoch [213][760/3757] lr: 7.114e-03, eta: 1 day, 14:30:05, time: 0.874, data_time: 0.004, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7883, loss_cls: 1.8785, loss: 1.8785, grad_norm: 5.7926 2020-08-06 15:45:17,654 - mmaction - INFO - Epoch [213][780/3757] lr: 7.114e-03, eta: 1 day, 14:29:48, time: 0.860, data_time: 0.003, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7891, loss_cls: 1.8099, loss: 1.8099, grad_norm: 5.7137 2020-08-06 15:45:34,521 - mmaction - INFO - Epoch [213][800/3757] lr: 7.114e-03, eta: 1 day, 14:29:31, time: 0.842, data_time: 0.003, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7961, loss_cls: 1.9184, loss: 1.9184, grad_norm: 5.8875 2020-08-06 15:45:50,724 - mmaction - INFO - Epoch [213][820/3757] lr: 7.114e-03, eta: 1 day, 14:29:14, time: 0.812, data_time: 0.005, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7898, loss_cls: 1.9271, loss: 1.9271, grad_norm: 5.9598 2020-08-06 15:46:06,540 - mmaction - INFO - Epoch [213][840/3757] lr: 7.114e-03, eta: 1 day, 14:28:57, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7609, loss_cls: 2.0301, loss: 2.0301, grad_norm: 5.8764 2020-08-06 15:46:22,684 - mmaction - INFO - Epoch [213][860/3757] lr: 7.114e-03, eta: 1 day, 14:28:39, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7789, loss_cls: 1.8669, loss: 1.8669, grad_norm: 5.6307 2020-08-06 15:46:38,884 - mmaction - INFO - Epoch [213][880/3757] lr: 7.114e-03, eta: 1 day, 14:28:22, time: 0.811, data_time: 0.004, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7742, loss_cls: 1.9056, loss: 1.9056, grad_norm: 5.8838 2020-08-06 15:46:57,725 - mmaction - INFO - Epoch [213][900/3757] lr: 7.114e-03, eta: 1 day, 14:28:06, time: 0.941, data_time: 0.001, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7937, loss_cls: 1.7719, loss: 1.7719, grad_norm: 5.5934 2020-08-06 15:47:16,593 - mmaction - INFO - Epoch [213][920/3757] lr: 7.114e-03, eta: 1 day, 14:27:51, time: 0.943, data_time: 0.005, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7711, loss_cls: 1.8931, loss: 1.8931, grad_norm: 5.8885 2020-08-06 15:47:36,929 - mmaction - INFO - Epoch [213][940/3757] lr: 7.114e-03, eta: 1 day, 14:27:35, time: 1.019, data_time: 0.005, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7766, loss_cls: 1.8894, loss: 1.8894, grad_norm: 5.4404 2020-08-06 15:47:52,871 - mmaction - INFO - Epoch [213][960/3757] lr: 7.114e-03, eta: 1 day, 14:27:18, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7742, loss_cls: 1.8864, loss: 1.8864, grad_norm: 5.5906 2020-08-06 15:48:08,709 - mmaction - INFO - Epoch [213][980/3757] lr: 7.114e-03, eta: 1 day, 14:27:01, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7883, loss_cls: 1.8732, loss: 1.8732, grad_norm: 5.5942 2020-08-06 15:48:24,599 - mmaction - INFO - Epoch [213][1000/3757] lr: 7.114e-03, eta: 1 day, 14:26:43, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7711, loss_cls: 1.9158, loss: 1.9158, grad_norm: 5.7969 2020-08-06 15:48:40,552 - mmaction - INFO - Epoch [213][1020/3757] lr: 7.114e-03, eta: 1 day, 14:26:26, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.9193, loss: 1.9193, grad_norm: 5.8082 2020-08-06 15:48:56,548 - mmaction - INFO - Epoch [213][1040/3757] lr: 7.114e-03, eta: 1 day, 14:26:09, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.5578, top5_acc: 0.8023, loss_cls: 1.8505, loss: 1.8505, grad_norm: 5.8879 2020-08-06 15:49:12,636 - mmaction - INFO - Epoch [213][1060/3757] lr: 7.114e-03, eta: 1 day, 14:25:52, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.5133, top5_acc: 0.7586, loss_cls: 2.0658, loss: 2.0658, grad_norm: 5.8973 2020-08-06 15:49:28,614 - mmaction - INFO - Epoch [213][1080/3757] lr: 7.114e-03, eta: 1 day, 14:25:34, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7812, loss_cls: 1.8672, loss: 1.8672, grad_norm: 5.5895 2020-08-06 15:49:44,567 - mmaction - INFO - Epoch [213][1100/3757] lr: 7.114e-03, eta: 1 day, 14:25:17, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7633, loss_cls: 1.9482, loss: 1.9482, grad_norm: 5.6205 2020-08-06 15:50:00,668 - mmaction - INFO - Epoch [213][1120/3757] lr: 7.114e-03, eta: 1 day, 14:25:00, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7625, loss_cls: 1.9920, loss: 1.9920, grad_norm: 5.6860 2020-08-06 15:50:17,606 - mmaction - INFO - Epoch [213][1140/3757] lr: 7.114e-03, eta: 1 day, 14:24:43, time: 0.846, data_time: 0.004, memory: 6192, top1_acc: 0.5898, top5_acc: 0.7914, loss_cls: 1.7931, loss: 1.7931, grad_norm: 5.5072 2020-08-06 15:50:33,727 - mmaction - INFO - Epoch [213][1160/3757] lr: 7.114e-03, eta: 1 day, 14:24:26, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7742, loss_cls: 1.9171, loss: 1.9171, grad_norm: 5.5980 2020-08-06 15:50:51,140 - mmaction - INFO - Epoch [213][1180/3757] lr: 7.114e-03, eta: 1 day, 14:24:09, time: 0.869, data_time: 0.001, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7758, loss_cls: 1.8452, loss: 1.8452, grad_norm: 5.6241 2020-08-06 15:51:13,369 - mmaction - INFO - Epoch [213][1200/3757] lr: 7.114e-03, eta: 1 day, 14:23:55, time: 1.112, data_time: 0.005, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7828, loss_cls: 1.8663, loss: 1.8663, grad_norm: 5.5503 2020-08-06 15:51:29,554 - mmaction - INFO - Epoch [213][1220/3757] lr: 7.114e-03, eta: 1 day, 14:23:38, time: 0.810, data_time: 0.004, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7570, loss_cls: 1.9896, loss: 1.9896, grad_norm: 5.9247 2020-08-06 15:51:52,577 - mmaction - INFO - Epoch [213][1240/3757] lr: 7.114e-03, eta: 1 day, 14:23:24, time: 1.151, data_time: 0.003, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7867, loss_cls: 1.8805, loss: 1.8805, grad_norm: 5.7495 2020-08-06 15:52:10,518 - mmaction - INFO - Epoch [213][1260/3757] lr: 7.114e-03, eta: 1 day, 14:23:08, time: 0.895, data_time: 0.090, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7805, loss_cls: 1.8353, loss: 1.8353, grad_norm: 5.5718 2020-08-06 15:52:28,598 - mmaction - INFO - Epoch [213][1280/3757] lr: 7.114e-03, eta: 1 day, 14:22:52, time: 0.904, data_time: 0.006, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7852, loss_cls: 1.8726, loss: 1.8726, grad_norm: 5.6379 2020-08-06 15:52:53,645 - mmaction - INFO - Epoch [213][1300/3757] lr: 7.114e-03, eta: 1 day, 14:22:39, time: 1.254, data_time: 0.006, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7891, loss_cls: 1.8250, loss: 1.8250, grad_norm: 5.6862 2020-08-06 15:53:11,521 - mmaction - INFO - Epoch [213][1320/3757] lr: 7.114e-03, eta: 1 day, 14:22:23, time: 0.894, data_time: 0.001, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7719, loss_cls: 1.9488, loss: 1.9488, grad_norm: 5.9339 2020-08-06 15:53:30,665 - mmaction - INFO - Epoch [213][1340/3757] lr: 7.114e-03, eta: 1 day, 14:22:07, time: 0.958, data_time: 0.004, memory: 6192, top1_acc: 0.5266, top5_acc: 0.7562, loss_cls: 1.9857, loss: 1.9857, grad_norm: 6.0333 2020-08-06 15:53:47,602 - mmaction - INFO - Epoch [213][1360/3757] lr: 7.114e-03, eta: 1 day, 14:21:50, time: 0.848, data_time: 0.005, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7633, loss_cls: 1.9601, loss: 1.9601, grad_norm: 5.7926 2020-08-06 15:54:07,762 - mmaction - INFO - Epoch [213][1380/3757] lr: 7.114e-03, eta: 1 day, 14:21:35, time: 1.008, data_time: 0.003, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7750, loss_cls: 1.8756, loss: 1.8756, grad_norm: 5.5272 2020-08-06 15:54:24,104 - mmaction - INFO - Epoch [213][1400/3757] lr: 7.114e-03, eta: 1 day, 14:21:18, time: 0.817, data_time: 0.022, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7797, loss_cls: 1.9639, loss: 1.9639, grad_norm: 5.7788 2020-08-06 15:54:45,706 - mmaction - INFO - Epoch [213][1420/3757] lr: 7.114e-03, eta: 1 day, 14:21:04, time: 1.080, data_time: 0.072, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7805, loss_cls: 1.8851, loss: 1.8851, grad_norm: 5.6706 2020-08-06 15:55:05,034 - mmaction - INFO - Epoch [213][1440/3757] lr: 7.114e-03, eta: 1 day, 14:20:48, time: 0.966, data_time: 0.003, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7773, loss_cls: 1.8873, loss: 1.8873, grad_norm: 5.6093 2020-08-06 15:55:26,244 - mmaction - INFO - Epoch [213][1460/3757] lr: 7.114e-03, eta: 1 day, 14:20:34, time: 1.060, data_time: 0.004, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7875, loss_cls: 1.8424, loss: 1.8424, grad_norm: 5.6582 2020-08-06 15:55:42,321 - mmaction - INFO - Epoch [213][1480/3757] lr: 7.114e-03, eta: 1 day, 14:20:16, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7781, loss_cls: 1.9059, loss: 1.9059, grad_norm: 5.8291 2020-08-06 15:56:03,175 - mmaction - INFO - Epoch [213][1500/3757] lr: 7.114e-03, eta: 1 day, 14:20:02, time: 1.043, data_time: 0.003, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7836, loss_cls: 1.8445, loss: 1.8445, grad_norm: 5.7733 2020-08-06 15:56:22,625 - mmaction - INFO - Epoch [213][1520/3757] lr: 7.114e-03, eta: 1 day, 14:19:46, time: 0.972, data_time: 0.044, memory: 6192, top1_acc: 0.5680, top5_acc: 0.8000, loss_cls: 1.8371, loss: 1.8371, grad_norm: 5.6643 2020-08-06 15:56:42,362 - mmaction - INFO - Epoch [213][1540/3757] lr: 7.114e-03, eta: 1 day, 14:19:31, time: 0.985, data_time: 0.004, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.9104, loss: 1.9104, grad_norm: 5.7327 2020-08-06 15:56:58,285 - mmaction - INFO - Epoch [213][1560/3757] lr: 7.114e-03, eta: 1 day, 14:19:13, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7758, loss_cls: 1.9339, loss: 1.9339, grad_norm: 5.9475 2020-08-06 15:57:14,495 - mmaction - INFO - Epoch [213][1580/3757] lr: 7.114e-03, eta: 1 day, 14:18:56, time: 0.810, data_time: 0.003, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7719, loss_cls: 1.9222, loss: 1.9222, grad_norm: 5.7916 2020-08-06 15:57:30,553 - mmaction - INFO - Epoch [213][1600/3757] lr: 7.114e-03, eta: 1 day, 14:18:39, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7773, loss_cls: 1.8851, loss: 1.8851, grad_norm: 5.8736 2020-08-06 15:57:49,451 - mmaction - INFO - Epoch [213][1620/3757] lr: 7.114e-03, eta: 1 day, 14:18:23, time: 0.945, data_time: 0.015, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7969, loss_cls: 1.8417, loss: 1.8417, grad_norm: 5.8703 2020-08-06 15:58:15,704 - mmaction - INFO - Epoch [213][1640/3757] lr: 7.114e-03, eta: 1 day, 14:18:11, time: 1.312, data_time: 0.001, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7695, loss_cls: 1.9227, loss: 1.9227, grad_norm: 5.5944 2020-08-06 15:58:33,900 - mmaction - INFO - Epoch [213][1660/3757] lr: 7.114e-03, eta: 1 day, 14:17:55, time: 0.910, data_time: 0.004, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7734, loss_cls: 1.9738, loss: 1.9738, grad_norm: 5.5742 2020-08-06 15:58:52,940 - mmaction - INFO - Epoch [213][1680/3757] lr: 7.114e-03, eta: 1 day, 14:17:39, time: 0.952, data_time: 0.006, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7742, loss_cls: 1.9161, loss: 1.9161, grad_norm: 5.6717 2020-08-06 15:59:09,066 - mmaction - INFO - Epoch [213][1700/3757] lr: 7.114e-03, eta: 1 day, 14:17:22, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7758, loss_cls: 1.9114, loss: 1.9114, grad_norm: 5.6976 2020-08-06 15:59:26,238 - mmaction - INFO - Epoch [213][1720/3757] lr: 7.114e-03, eta: 1 day, 14:17:05, time: 0.859, data_time: 0.049, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7812, loss_cls: 1.9916, loss: 1.9916, grad_norm: 5.9282 2020-08-06 15:59:42,615 - mmaction - INFO - Epoch [213][1740/3757] lr: 7.114e-03, eta: 1 day, 14:16:48, time: 0.817, data_time: 0.004, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7492, loss_cls: 2.0632, loss: 2.0632, grad_norm: 5.7757 2020-08-06 15:59:58,802 - mmaction - INFO - Epoch [213][1760/3757] lr: 7.114e-03, eta: 1 day, 14:16:31, time: 0.812, data_time: 0.006, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7727, loss_cls: 1.9624, loss: 1.9624, grad_norm: 5.7488 2020-08-06 16:00:28,029 - mmaction - INFO - Epoch [213][1780/3757] lr: 7.114e-03, eta: 1 day, 14:16:21, time: 1.460, data_time: 0.005, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7727, loss_cls: 1.9458, loss: 1.9458, grad_norm: 5.7077 2020-08-06 16:00:43,986 - mmaction - INFO - Epoch [213][1800/3757] lr: 7.114e-03, eta: 1 day, 14:16:03, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7711, loss_cls: 1.9928, loss: 1.9928, grad_norm: 5.9437 2020-08-06 16:00:59,926 - mmaction - INFO - Epoch [213][1820/3757] lr: 7.114e-03, eta: 1 day, 14:15:46, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7633, loss_cls: 1.9822, loss: 1.9822, grad_norm: 5.7431 2020-08-06 16:01:16,022 - mmaction - INFO - Epoch [213][1840/3757] lr: 7.114e-03, eta: 1 day, 14:15:29, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7625, loss_cls: 1.9570, loss: 1.9570, grad_norm: 5.7360 2020-08-06 16:01:32,073 - mmaction - INFO - Epoch [213][1860/3757] lr: 7.114e-03, eta: 1 day, 14:15:12, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 1.9334, loss: 1.9334, grad_norm: 5.7821 2020-08-06 16:01:48,043 - mmaction - INFO - Epoch [213][1880/3757] lr: 7.114e-03, eta: 1 day, 14:14:54, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 1.9967, loss: 1.9967, grad_norm: 5.7497 2020-08-06 16:02:04,100 - mmaction - INFO - Epoch [213][1900/3757] lr: 7.114e-03, eta: 1 day, 14:14:37, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7742, loss_cls: 2.0095, loss: 2.0095, grad_norm: 5.8630 2020-08-06 16:02:20,139 - mmaction - INFO - Epoch [213][1920/3757] lr: 7.114e-03, eta: 1 day, 14:14:20, time: 0.803, data_time: 0.005, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.9136, loss: 1.9136, grad_norm: 5.8007 2020-08-06 16:02:36,124 - mmaction - INFO - Epoch [213][1940/3757] lr: 7.114e-03, eta: 1 day, 14:14:02, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7688, loss_cls: 1.8997, loss: 1.8997, grad_norm: 5.6575 2020-08-06 16:02:52,389 - mmaction - INFO - Epoch [213][1960/3757] lr: 7.114e-03, eta: 1 day, 14:13:45, time: 0.812, data_time: 0.004, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7727, loss_cls: 1.9094, loss: 1.9094, grad_norm: 5.6542 2020-08-06 16:03:08,168 - mmaction - INFO - Epoch [213][1980/3757] lr: 7.114e-03, eta: 1 day, 14:13:28, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7977, loss_cls: 1.8020, loss: 1.8020, grad_norm: 5.7016 2020-08-06 16:03:24,427 - mmaction - INFO - Epoch [213][2000/3757] lr: 7.114e-03, eta: 1 day, 14:13:11, time: 0.811, data_time: 0.003, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7562, loss_cls: 2.0089, loss: 2.0089, grad_norm: 5.7238 2020-08-06 16:03:40,892 - mmaction - INFO - Epoch [213][2020/3757] lr: 7.114e-03, eta: 1 day, 14:12:54, time: 0.825, data_time: 0.005, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7797, loss_cls: 1.9573, loss: 1.9573, grad_norm: 5.7644 2020-08-06 16:03:56,976 - mmaction - INFO - Epoch [213][2040/3757] lr: 7.114e-03, eta: 1 day, 14:12:36, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7602, loss_cls: 1.9543, loss: 1.9543, grad_norm: 5.8244 2020-08-06 16:04:13,216 - mmaction - INFO - Epoch [213][2060/3757] lr: 7.114e-03, eta: 1 day, 14:12:19, time: 0.813, data_time: 0.004, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7695, loss_cls: 1.9675, loss: 1.9675, grad_norm: 6.0248 2020-08-06 16:04:29,218 - mmaction - INFO - Epoch [213][2080/3757] lr: 7.114e-03, eta: 1 day, 14:12:02, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7703, loss_cls: 2.0170, loss: 2.0170, grad_norm: 5.8490 2020-08-06 16:04:45,409 - mmaction - INFO - Epoch [213][2100/3757] lr: 7.114e-03, eta: 1 day, 14:11:45, time: 0.811, data_time: 0.005, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7477, loss_cls: 2.0349, loss: 2.0349, grad_norm: 5.7175 2020-08-06 16:05:01,575 - mmaction - INFO - Epoch [213][2120/3757] lr: 7.114e-03, eta: 1 day, 14:11:28, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7781, loss_cls: 1.8919, loss: 1.8919, grad_norm: 5.4809 2020-08-06 16:05:17,673 - mmaction - INFO - Epoch [213][2140/3757] lr: 7.114e-03, eta: 1 day, 14:11:10, time: 0.807, data_time: 0.005, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7961, loss_cls: 1.8501, loss: 1.8501, grad_norm: 5.5351 2020-08-06 16:05:33,803 - mmaction - INFO - Epoch [213][2160/3757] lr: 7.114e-03, eta: 1 day, 14:10:53, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7984, loss_cls: 1.7694, loss: 1.7694, grad_norm: 5.6330 2020-08-06 16:05:51,748 - mmaction - INFO - Epoch [213][2180/3757] lr: 7.114e-03, eta: 1 day, 14:10:37, time: 0.895, data_time: 0.003, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7695, loss_cls: 1.9927, loss: 1.9927, grad_norm: 6.0433 2020-08-06 16:06:07,618 - mmaction - INFO - Epoch [213][2200/3757] lr: 7.114e-03, eta: 1 day, 14:10:19, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7797, loss_cls: 1.8794, loss: 1.8794, grad_norm: 5.7346 2020-08-06 16:06:24,581 - mmaction - INFO - Epoch [213][2220/3757] lr: 7.114e-03, eta: 1 day, 14:10:03, time: 0.845, data_time: 0.004, memory: 6192, top1_acc: 0.5805, top5_acc: 0.7906, loss_cls: 1.8234, loss: 1.8234, grad_norm: 5.5449 2020-08-06 16:06:40,501 - mmaction - INFO - Epoch [213][2240/3757] lr: 7.114e-03, eta: 1 day, 14:09:45, time: 0.798, data_time: 0.006, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7773, loss_cls: 1.9144, loss: 1.9144, grad_norm: 5.6920 2020-08-06 16:06:56,751 - mmaction - INFO - Epoch [213][2260/3757] lr: 7.114e-03, eta: 1 day, 14:09:28, time: 0.812, data_time: 0.004, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7836, loss_cls: 1.8675, loss: 1.8675, grad_norm: 5.5106 2020-08-06 16:07:14,347 - mmaction - INFO - Epoch [213][2280/3757] lr: 7.114e-03, eta: 1 day, 14:09:12, time: 0.880, data_time: 0.005, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7547, loss_cls: 1.9810, loss: 1.9810, grad_norm: 5.7113 2020-08-06 16:07:30,382 - mmaction - INFO - Epoch [213][2300/3757] lr: 7.114e-03, eta: 1 day, 14:08:54, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7508, loss_cls: 2.0217, loss: 2.0217, grad_norm: 5.7321 2020-08-06 16:07:46,454 - mmaction - INFO - Epoch [213][2320/3757] lr: 7.114e-03, eta: 1 day, 14:08:37, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7773, loss_cls: 1.9520, loss: 1.9520, grad_norm: 5.8392 2020-08-06 16:08:02,363 - mmaction - INFO - Epoch [213][2340/3757] lr: 7.114e-03, eta: 1 day, 14:08:20, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7828, loss_cls: 1.9467, loss: 1.9467, grad_norm: 5.7730 2020-08-06 16:08:18,574 - mmaction - INFO - Epoch [213][2360/3757] lr: 7.114e-03, eta: 1 day, 14:08:03, time: 0.811, data_time: 0.003, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7766, loss_cls: 1.9212, loss: 1.9212, grad_norm: 5.7973 2020-08-06 16:08:34,781 - mmaction - INFO - Epoch [213][2380/3757] lr: 7.114e-03, eta: 1 day, 14:07:45, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7680, loss_cls: 2.0253, loss: 2.0253, grad_norm: 5.9207 2020-08-06 16:08:50,963 - mmaction - INFO - Epoch [213][2400/3757] lr: 7.114e-03, eta: 1 day, 14:07:28, time: 0.811, data_time: 0.005, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7836, loss_cls: 1.9648, loss: 1.9648, grad_norm: 5.7684 2020-08-06 16:09:06,922 - mmaction - INFO - Epoch [213][2420/3757] lr: 7.114e-03, eta: 1 day, 14:07:11, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7867, loss_cls: 1.8732, loss: 1.8732, grad_norm: 5.6545 2020-08-06 16:09:27,048 - mmaction - INFO - Epoch [213][2440/3757] lr: 7.114e-03, eta: 1 day, 14:06:56, time: 1.004, data_time: 0.003, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7719, loss_cls: 1.9120, loss: 1.9120, grad_norm: 5.8008 2020-08-06 16:09:43,173 - mmaction - INFO - Epoch [213][2460/3757] lr: 7.114e-03, eta: 1 day, 14:06:39, time: 0.808, data_time: 0.005, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7906, loss_cls: 1.8239, loss: 1.8239, grad_norm: 5.6327 2020-08-06 16:10:00,035 - mmaction - INFO - Epoch [213][2480/3757] lr: 7.114e-03, eta: 1 day, 14:06:22, time: 0.843, data_time: 0.003, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7953, loss_cls: 1.8230, loss: 1.8230, grad_norm: 5.6275 2020-08-06 16:10:16,071 - mmaction - INFO - Epoch [213][2500/3757] lr: 7.114e-03, eta: 1 day, 14:06:04, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7719, loss_cls: 1.9714, loss: 1.9714, grad_norm: 5.7866 2020-08-06 16:10:34,559 - mmaction - INFO - Epoch [213][2520/3757] lr: 7.114e-03, eta: 1 day, 14:05:48, time: 0.924, data_time: 0.003, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7875, loss_cls: 1.8512, loss: 1.8512, grad_norm: 5.6785 2020-08-06 16:10:50,639 - mmaction - INFO - Epoch [213][2540/3757] lr: 7.114e-03, eta: 1 day, 14:05:31, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7961, loss_cls: 1.9051, loss: 1.9051, grad_norm: 5.8401 2020-08-06 16:11:06,703 - mmaction - INFO - Epoch [213][2560/3757] lr: 7.114e-03, eta: 1 day, 14:05:14, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7906, loss_cls: 1.8940, loss: 1.8940, grad_norm: 5.7200 2020-08-06 16:11:25,073 - mmaction - INFO - Epoch [213][2580/3757] lr: 7.114e-03, eta: 1 day, 14:04:58, time: 0.918, data_time: 0.005, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7875, loss_cls: 1.8855, loss: 1.8855, grad_norm: 5.6861 2020-08-06 16:11:41,028 - mmaction - INFO - Epoch [213][2600/3757] lr: 7.114e-03, eta: 1 day, 14:04:41, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7820, loss_cls: 1.8949, loss: 1.8949, grad_norm: 5.6856 2020-08-06 16:11:56,884 - mmaction - INFO - Epoch [213][2620/3757] lr: 7.114e-03, eta: 1 day, 14:04:23, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7578, loss_cls: 1.9945, loss: 1.9945, grad_norm: 6.0397 2020-08-06 16:12:12,797 - mmaction - INFO - Epoch [213][2640/3757] lr: 7.114e-03, eta: 1 day, 14:04:06, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7648, loss_cls: 2.0800, loss: 2.0800, grad_norm: 5.9614 2020-08-06 16:12:28,605 - mmaction - INFO - Epoch [213][2660/3757] lr: 7.114e-03, eta: 1 day, 14:03:49, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7703, loss_cls: 1.9585, loss: 1.9585, grad_norm: 5.6492 2020-08-06 16:12:44,443 - mmaction - INFO - Epoch [213][2680/3757] lr: 7.114e-03, eta: 1 day, 14:03:31, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7609, loss_cls: 1.9704, loss: 1.9704, grad_norm: 5.8897 2020-08-06 16:13:00,380 - mmaction - INFO - Epoch [213][2700/3757] lr: 7.114e-03, eta: 1 day, 14:03:14, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5328, top5_acc: 0.7703, loss_cls: 1.9850, loss: 1.9850, grad_norm: 5.7540 2020-08-06 16:13:16,158 - mmaction - INFO - Epoch [213][2720/3757] lr: 7.114e-03, eta: 1 day, 14:02:56, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7937, loss_cls: 1.8658, loss: 1.8658, grad_norm: 5.7142 2020-08-06 16:13:31,902 - mmaction - INFO - Epoch [213][2740/3757] lr: 7.114e-03, eta: 1 day, 14:02:39, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7812, loss_cls: 1.8356, loss: 1.8356, grad_norm: 5.5089 2020-08-06 16:13:47,742 - mmaction - INFO - Epoch [213][2760/3757] lr: 7.114e-03, eta: 1 day, 14:02:22, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7633, loss_cls: 2.0261, loss: 2.0261, grad_norm: 5.8185 2020-08-06 16:14:03,595 - mmaction - INFO - Epoch [213][2780/3757] lr: 7.114e-03, eta: 1 day, 14:02:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7695, loss_cls: 1.9565, loss: 1.9565, grad_norm: 5.8492 2020-08-06 16:14:19,537 - mmaction - INFO - Epoch [213][2800/3757] lr: 7.114e-03, eta: 1 day, 14:01:47, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7609, loss_cls: 1.9521, loss: 1.9521, grad_norm: 5.7116 2020-08-06 16:14:35,468 - mmaction - INFO - Epoch [213][2820/3757] lr: 7.114e-03, eta: 1 day, 14:01:30, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7680, loss_cls: 1.9629, loss: 1.9629, grad_norm: 5.5843 2020-08-06 16:14:54,891 - mmaction - INFO - Epoch [213][2840/3757] lr: 7.114e-03, eta: 1 day, 14:01:14, time: 0.971, data_time: 0.003, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7719, loss_cls: 1.9298, loss: 1.9298, grad_norm: 5.7265 2020-08-06 16:15:10,895 - mmaction - INFO - Epoch [213][2860/3757] lr: 7.114e-03, eta: 1 day, 14:00:57, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7891, loss_cls: 1.8331, loss: 1.8331, grad_norm: 5.6461 2020-08-06 16:15:29,329 - mmaction - INFO - Epoch [213][2880/3757] lr: 7.114e-03, eta: 1 day, 14:00:41, time: 0.920, data_time: 0.003, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7586, loss_cls: 1.9910, loss: 1.9910, grad_norm: 5.9053 2020-08-06 16:15:45,299 - mmaction - INFO - Epoch [213][2900/3757] lr: 7.114e-03, eta: 1 day, 14:00:24, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7680, loss_cls: 1.9709, loss: 1.9709, grad_norm: 5.8136 2020-08-06 16:16:02,489 - mmaction - INFO - Epoch [213][2920/3757] lr: 7.114e-03, eta: 1 day, 14:00:07, time: 0.860, data_time: 0.003, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7875, loss_cls: 1.8297, loss: 1.8297, grad_norm: 5.5074 2020-08-06 16:16:24,975 - mmaction - INFO - Epoch [213][2940/3757] lr: 7.114e-03, eta: 1 day, 13:59:53, time: 1.124, data_time: 0.004, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7883, loss_cls: 1.9236, loss: 1.9236, grad_norm: 5.7663 2020-08-06 16:16:45,294 - mmaction - INFO - Epoch [213][2960/3757] lr: 7.114e-03, eta: 1 day, 13:59:38, time: 1.017, data_time: 0.002, memory: 6192, top1_acc: 0.5211, top5_acc: 0.7344, loss_cls: 2.0758, loss: 2.0758, grad_norm: 5.8312 2020-08-06 16:17:03,890 - mmaction - INFO - Epoch [213][2980/3757] lr: 7.114e-03, eta: 1 day, 13:59:22, time: 0.930, data_time: 0.004, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7937, loss_cls: 1.8269, loss: 1.8269, grad_norm: 5.6813 2020-08-06 16:17:20,791 - mmaction - INFO - Epoch [213][3000/3757] lr: 7.114e-03, eta: 1 day, 13:59:05, time: 0.844, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7539, loss_cls: 1.9792, loss: 1.9792, grad_norm: 5.6653 2020-08-06 16:17:36,835 - mmaction - INFO - Epoch [213][3020/3757] lr: 7.114e-03, eta: 1 day, 13:58:48, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7758, loss_cls: 1.9106, loss: 1.9106, grad_norm: 5.7056 2020-08-06 16:17:53,427 - mmaction - INFO - Epoch [213][3040/3757] lr: 7.114e-03, eta: 1 day, 13:58:31, time: 0.830, data_time: 0.004, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7773, loss_cls: 1.9287, loss: 1.9287, grad_norm: 5.7017 2020-08-06 16:18:12,474 - mmaction - INFO - Epoch [213][3060/3757] lr: 7.114e-03, eta: 1 day, 13:58:15, time: 0.951, data_time: 0.157, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7820, loss_cls: 1.9075, loss: 1.9075, grad_norm: 5.5478 2020-08-06 16:18:28,449 - mmaction - INFO - Epoch [213][3080/3757] lr: 7.114e-03, eta: 1 day, 13:57:58, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7688, loss_cls: 1.9069, loss: 1.9069, grad_norm: 5.7509 2020-08-06 16:18:46,449 - mmaction - INFO - Epoch [213][3100/3757] lr: 7.114e-03, eta: 1 day, 13:57:41, time: 0.900, data_time: 0.003, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7937, loss_cls: 1.7947, loss: 1.7947, grad_norm: 5.5537 2020-08-06 16:19:05,425 - mmaction - INFO - Epoch [213][3120/3757] lr: 7.114e-03, eta: 1 day, 13:57:26, time: 0.949, data_time: 0.032, memory: 6192, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 2.0081, loss: 2.0081, grad_norm: 6.0192 2020-08-06 16:19:21,423 - mmaction - INFO - Epoch [213][3140/3757] lr: 7.114e-03, eta: 1 day, 13:57:08, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7781, loss_cls: 1.8495, loss: 1.8495, grad_norm: 5.6858 2020-08-06 16:19:37,574 - mmaction - INFO - Epoch [213][3160/3757] lr: 7.114e-03, eta: 1 day, 13:56:51, time: 0.808, data_time: 0.013, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7516, loss_cls: 1.9836, loss: 1.9836, grad_norm: 5.7126 2020-08-06 16:19:54,699 - mmaction - INFO - Epoch [213][3180/3757] lr: 7.114e-03, eta: 1 day, 13:56:34, time: 0.855, data_time: 0.005, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7742, loss_cls: 1.9663, loss: 1.9663, grad_norm: 5.6810 2020-08-06 16:20:10,953 - mmaction - INFO - Epoch [213][3200/3757] lr: 7.114e-03, eta: 1 day, 13:56:17, time: 0.814, data_time: 0.005, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7773, loss_cls: 2.0016, loss: 2.0016, grad_norm: 5.8426 2020-08-06 16:20:27,034 - mmaction - INFO - Epoch [213][3220/3757] lr: 7.114e-03, eta: 1 day, 13:56:00, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7891, loss_cls: 1.8849, loss: 1.8849, grad_norm: 5.6689 2020-08-06 16:20:46,726 - mmaction - INFO - Epoch [213][3240/3757] lr: 7.114e-03, eta: 1 day, 13:55:45, time: 0.985, data_time: 0.004, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7734, loss_cls: 1.9030, loss: 1.9030, grad_norm: 5.7680 2020-08-06 16:21:04,674 - mmaction - INFO - Epoch [213][3260/3757] lr: 7.114e-03, eta: 1 day, 13:55:28, time: 0.896, data_time: 0.004, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7773, loss_cls: 1.8524, loss: 1.8524, grad_norm: 5.7374 2020-08-06 16:21:26,465 - mmaction - INFO - Epoch [213][3280/3757] lr: 7.114e-03, eta: 1 day, 13:55:14, time: 1.088, data_time: 0.005, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7750, loss_cls: 1.9369, loss: 1.9369, grad_norm: 5.8088 2020-08-06 16:21:46,928 - mmaction - INFO - Epoch [213][3300/3757] lr: 7.114e-03, eta: 1 day, 13:54:59, time: 1.026, data_time: 0.006, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7719, loss_cls: 1.9172, loss: 1.9172, grad_norm: 5.7392 2020-08-06 16:22:03,094 - mmaction - INFO - Epoch [213][3320/3757] lr: 7.114e-03, eta: 1 day, 13:54:42, time: 0.807, data_time: 0.003, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7703, loss_cls: 1.9739, loss: 1.9739, grad_norm: 5.9027 2020-08-06 16:22:20,953 - mmaction - INFO - Epoch [213][3340/3757] lr: 7.114e-03, eta: 1 day, 13:54:26, time: 0.893, data_time: 0.005, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7750, loss_cls: 1.9327, loss: 1.9327, grad_norm: 5.7118 2020-08-06 16:22:39,496 - mmaction - INFO - Epoch [213][3360/3757] lr: 7.114e-03, eta: 1 day, 13:54:10, time: 0.926, data_time: 0.004, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.9278, loss: 1.9278, grad_norm: 5.8542 2020-08-06 16:22:58,348 - mmaction - INFO - Epoch [213][3380/3757] lr: 7.114e-03, eta: 1 day, 13:53:54, time: 0.944, data_time: 0.109, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8156, loss_cls: 1.6939, loss: 1.6939, grad_norm: 5.5421 2020-08-06 16:23:16,254 - mmaction - INFO - Epoch [213][3400/3757] lr: 7.114e-03, eta: 1 day, 13:53:37, time: 0.896, data_time: 0.074, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7852, loss_cls: 1.8931, loss: 1.8931, grad_norm: 5.7215 2020-08-06 16:23:32,276 - mmaction - INFO - Epoch [213][3420/3757] lr: 7.114e-03, eta: 1 day, 13:53:20, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7883, loss_cls: 1.8611, loss: 1.8611, grad_norm: 5.7292 2020-08-06 16:23:58,417 - mmaction - INFO - Epoch [213][3440/3757] lr: 7.114e-03, eta: 1 day, 13:53:08, time: 1.309, data_time: 0.006, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7531, loss_cls: 2.0341, loss: 2.0341, grad_norm: 5.7506 2020-08-06 16:24:23,663 - mmaction - INFO - Epoch [213][3460/3757] lr: 7.114e-03, eta: 1 day, 13:52:55, time: 1.260, data_time: 0.002, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7742, loss_cls: 1.9137, loss: 1.9137, grad_norm: 5.7997 2020-08-06 16:24:47,788 - mmaction - INFO - Epoch [213][3480/3757] lr: 7.114e-03, eta: 1 day, 13:52:42, time: 1.207, data_time: 0.005, memory: 6192, top1_acc: 0.5352, top5_acc: 0.7711, loss_cls: 1.9145, loss: 1.9145, grad_norm: 5.8299 2020-08-06 16:25:06,944 - mmaction - INFO - Epoch [213][3500/3757] lr: 7.114e-03, eta: 1 day, 13:52:27, time: 0.957, data_time: 0.022, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7781, loss_cls: 1.9523, loss: 1.9523, grad_norm: 6.0248 2020-08-06 16:25:25,188 - mmaction - INFO - Epoch [213][3520/3757] lr: 7.114e-03, eta: 1 day, 13:52:10, time: 0.913, data_time: 0.002, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7516, loss_cls: 2.0275, loss: 2.0275, grad_norm: 5.8355 2020-08-06 16:25:45,252 - mmaction - INFO - Epoch [213][3540/3757] lr: 7.114e-03, eta: 1 day, 13:51:55, time: 1.001, data_time: 0.195, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7867, loss_cls: 1.8916, loss: 1.8916, grad_norm: 5.9229 2020-08-06 16:26:05,168 - mmaction - INFO - Epoch [213][3560/3757] lr: 7.114e-03, eta: 1 day, 13:51:40, time: 0.998, data_time: 0.006, memory: 6192, top1_acc: 0.5195, top5_acc: 0.7453, loss_cls: 2.0967, loss: 2.0967, grad_norm: 5.8919 2020-08-06 16:26:21,408 - mmaction - INFO - Epoch [213][3580/3757] lr: 7.114e-03, eta: 1 day, 13:51:23, time: 0.812, data_time: 0.004, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7805, loss_cls: 1.8571, loss: 1.8571, grad_norm: 5.5886 2020-08-06 16:26:37,554 - mmaction - INFO - Epoch [213][3600/3757] lr: 7.114e-03, eta: 1 day, 13:51:05, time: 0.807, data_time: 0.003, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 1.9193, loss: 1.9193, grad_norm: 5.6574 2020-08-06 16:26:53,475 - mmaction - INFO - Epoch [213][3620/3757] lr: 7.114e-03, eta: 1 day, 13:50:48, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7828, loss_cls: 1.8713, loss: 1.8713, grad_norm: 5.8032 2020-08-06 16:27:12,087 - mmaction - INFO - Epoch [213][3640/3757] lr: 7.114e-03, eta: 1 day, 13:50:32, time: 0.931, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7703, loss_cls: 1.9303, loss: 1.9303, grad_norm: 5.9158 2020-08-06 16:27:35,383 - mmaction - INFO - Epoch [213][3660/3757] lr: 7.114e-03, eta: 1 day, 13:50:19, time: 1.164, data_time: 0.001, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7680, loss_cls: 1.9688, loss: 1.9688, grad_norm: 5.9702 2020-08-06 16:27:54,006 - mmaction - INFO - Epoch [213][3680/3757] lr: 7.114e-03, eta: 1 day, 13:50:03, time: 0.931, data_time: 0.002, memory: 6192, top1_acc: 0.5180, top5_acc: 0.7602, loss_cls: 2.0485, loss: 2.0485, grad_norm: 5.9574 2020-08-06 16:28:11,788 - mmaction - INFO - Epoch [213][3700/3757] lr: 7.114e-03, eta: 1 day, 13:49:46, time: 0.889, data_time: 0.004, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7836, loss_cls: 1.8764, loss: 1.8764, grad_norm: 5.5891 2020-08-06 16:28:27,808 - mmaction - INFO - Epoch [213][3720/3757] lr: 7.114e-03, eta: 1 day, 13:49:29, time: 0.802, data_time: 0.005, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7695, loss_cls: 1.9419, loss: 1.9419, grad_norm: 5.6621 2020-08-06 16:28:45,339 - mmaction - INFO - Epoch [213][3740/3757] lr: 7.114e-03, eta: 1 day, 13:49:12, time: 0.876, data_time: 0.081, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7633, loss_cls: 1.9801, loss: 1.9801, grad_norm: 5.7849 2020-08-06 16:32:30,890 - mmaction - INFO - Epoch [214][20/3757] lr: 6.801e-03, eta: 1 day, 13:50:03, time: 9.641, data_time: 8.639, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7984, loss_cls: 1.7914, loss: 1.7914, grad_norm: 5.5987 2020-08-06 16:32:49,252 - mmaction - INFO - Epoch [214][40/3757] lr: 6.801e-03, eta: 1 day, 13:49:47, time: 0.920, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7727, loss_cls: 1.8796, loss: 1.8796, grad_norm: 5.7790 2020-08-06 16:33:09,886 - mmaction - INFO - Epoch [214][60/3757] lr: 6.801e-03, eta: 1 day, 13:49:32, time: 1.032, data_time: 0.004, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7969, loss_cls: 1.8174, loss: 1.8174, grad_norm: 5.7169 2020-08-06 16:33:28,536 - mmaction - INFO - Epoch [214][80/3757] lr: 6.801e-03, eta: 1 day, 13:49:16, time: 0.933, data_time: 0.004, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7727, loss_cls: 1.9119, loss: 1.9119, grad_norm: 5.8718 2020-08-06 16:33:44,709 - mmaction - INFO - Epoch [214][100/3757] lr: 6.801e-03, eta: 1 day, 13:48:59, time: 0.809, data_time: 0.004, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7820, loss_cls: 1.9210, loss: 1.9210, grad_norm: 5.8329 2020-08-06 16:34:03,253 - mmaction - INFO - Epoch [214][120/3757] lr: 6.801e-03, eta: 1 day, 13:48:43, time: 0.928, data_time: 0.001, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7828, loss_cls: 1.8677, loss: 1.8677, grad_norm: 5.8373 2020-08-06 16:34:20,496 - mmaction - INFO - Epoch [214][140/3757] lr: 6.801e-03, eta: 1 day, 13:48:26, time: 0.861, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.8965, loss: 1.8965, grad_norm: 5.7436 2020-08-06 16:34:37,172 - mmaction - INFO - Epoch [214][160/3757] lr: 6.801e-03, eta: 1 day, 13:48:09, time: 0.835, data_time: 0.005, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7859, loss_cls: 1.8655, loss: 1.8655, grad_norm: 5.6967 2020-08-06 16:34:56,271 - mmaction - INFO - Epoch [214][180/3757] lr: 6.801e-03, eta: 1 day, 13:47:53, time: 0.955, data_time: 0.002, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7836, loss_cls: 1.8561, loss: 1.8561, grad_norm: 5.5999 2020-08-06 16:35:12,274 - mmaction - INFO - Epoch [214][200/3757] lr: 6.801e-03, eta: 1 day, 13:47:36, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5805, top5_acc: 0.7781, loss_cls: 1.7946, loss: 1.7946, grad_norm: 5.5148 2020-08-06 16:35:32,562 - mmaction - INFO - Epoch [214][220/3757] lr: 6.801e-03, eta: 1 day, 13:47:21, time: 1.014, data_time: 0.033, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7867, loss_cls: 1.8479, loss: 1.8479, grad_norm: 5.7411 2020-08-06 16:35:53,532 - mmaction - INFO - Epoch [214][240/3757] lr: 6.801e-03, eta: 1 day, 13:47:06, time: 1.049, data_time: 0.004, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7797, loss_cls: 1.9235, loss: 1.9235, grad_norm: 5.8511 2020-08-06 16:36:09,375 - mmaction - INFO - Epoch [214][260/3757] lr: 6.801e-03, eta: 1 day, 13:46:49, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7727, loss_cls: 1.8293, loss: 1.8293, grad_norm: 5.6211 2020-08-06 16:36:34,404 - mmaction - INFO - Epoch [214][280/3757] lr: 6.801e-03, eta: 1 day, 13:46:36, time: 1.252, data_time: 0.326, memory: 6192, top1_acc: 0.5805, top5_acc: 0.7875, loss_cls: 1.8048, loss: 1.8048, grad_norm: 5.6902 2020-08-06 16:36:56,508 - mmaction - INFO - Epoch [214][300/3757] lr: 6.801e-03, eta: 1 day, 13:46:22, time: 1.103, data_time: 0.003, memory: 6192, top1_acc: 0.6031, top5_acc: 0.7891, loss_cls: 1.7886, loss: 1.7886, grad_norm: 5.6277 2020-08-06 16:37:12,502 - mmaction - INFO - Epoch [214][320/3757] lr: 6.801e-03, eta: 1 day, 13:46:05, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7703, loss_cls: 1.9794, loss: 1.9794, grad_norm: 5.8528 2020-08-06 16:37:33,745 - mmaction - INFO - Epoch [214][340/3757] lr: 6.801e-03, eta: 1 day, 13:45:50, time: 1.062, data_time: 0.005, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7703, loss_cls: 1.9636, loss: 1.9636, grad_norm: 5.8367 2020-08-06 16:37:49,679 - mmaction - INFO - Epoch [214][360/3757] lr: 6.801e-03, eta: 1 day, 13:45:33, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7875, loss_cls: 1.8298, loss: 1.8298, grad_norm: 5.7741 2020-08-06 16:38:05,655 - mmaction - INFO - Epoch [214][380/3757] lr: 6.801e-03, eta: 1 day, 13:45:15, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7891, loss_cls: 1.8882, loss: 1.8882, grad_norm: 5.7336 2020-08-06 16:38:21,440 - mmaction - INFO - Epoch [214][400/3757] lr: 6.801e-03, eta: 1 day, 13:44:58, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7914, loss_cls: 1.8230, loss: 1.8230, grad_norm: 5.6757 2020-08-06 16:38:37,286 - mmaction - INFO - Epoch [214][420/3757] lr: 6.801e-03, eta: 1 day, 13:44:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5305, top5_acc: 0.7641, loss_cls: 1.9904, loss: 1.9904, grad_norm: 6.0646 2020-08-06 16:38:53,255 - mmaction - INFO - Epoch [214][440/3757] lr: 6.801e-03, eta: 1 day, 13:44:23, time: 0.797, data_time: 0.007, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7664, loss_cls: 1.9225, loss: 1.9225, grad_norm: 5.7478 2020-08-06 16:39:09,140 - mmaction - INFO - Epoch [214][460/3757] lr: 6.801e-03, eta: 1 day, 13:44:06, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7820, loss_cls: 1.8789, loss: 1.8789, grad_norm: 5.8718 2020-08-06 16:39:24,954 - mmaction - INFO - Epoch [214][480/3757] lr: 6.801e-03, eta: 1 day, 13:43:48, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7820, loss_cls: 1.8740, loss: 1.8740, grad_norm: 5.7077 2020-08-06 16:39:40,766 - mmaction - INFO - Epoch [214][500/3757] lr: 6.801e-03, eta: 1 day, 13:43:31, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7773, loss_cls: 1.8769, loss: 1.8769, grad_norm: 5.5314 2020-08-06 16:39:56,525 - mmaction - INFO - Epoch [214][520/3757] lr: 6.801e-03, eta: 1 day, 13:43:14, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7852, loss_cls: 1.8794, loss: 1.8794, grad_norm: 5.6833 2020-08-06 16:40:12,752 - mmaction - INFO - Epoch [214][540/3757] lr: 6.801e-03, eta: 1 day, 13:42:56, time: 0.811, data_time: 0.003, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7820, loss_cls: 1.8896, loss: 1.8896, grad_norm: 5.7410 2020-08-06 16:40:28,860 - mmaction - INFO - Epoch [214][560/3757] lr: 6.801e-03, eta: 1 day, 13:42:39, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7773, loss_cls: 1.9103, loss: 1.9103, grad_norm: 5.9462 2020-08-06 16:40:44,697 - mmaction - INFO - Epoch [214][580/3757] lr: 6.801e-03, eta: 1 day, 13:42:22, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7758, loss_cls: 1.9290, loss: 1.9290, grad_norm: 5.8435 2020-08-06 16:41:01,069 - mmaction - INFO - Epoch [214][600/3757] lr: 6.801e-03, eta: 1 day, 13:42:05, time: 0.818, data_time: 0.004, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7516, loss_cls: 1.9808, loss: 1.9808, grad_norm: 5.7730 2020-08-06 16:41:17,322 - mmaction - INFO - Epoch [214][620/3757] lr: 6.801e-03, eta: 1 day, 13:41:47, time: 0.813, data_time: 0.003, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7711, loss_cls: 1.9580, loss: 1.9580, grad_norm: 5.8448 2020-08-06 16:41:33,581 - mmaction - INFO - Epoch [214][640/3757] lr: 6.801e-03, eta: 1 day, 13:41:30, time: 0.812, data_time: 0.003, memory: 6192, top1_acc: 0.5781, top5_acc: 0.8023, loss_cls: 1.8121, loss: 1.8121, grad_norm: 5.6937 2020-08-06 16:41:49,924 - mmaction - INFO - Epoch [214][660/3757] lr: 6.801e-03, eta: 1 day, 13:41:13, time: 0.817, data_time: 0.001, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7844, loss_cls: 1.8471, loss: 1.8471, grad_norm: 5.7596 2020-08-06 16:42:07,915 - mmaction - INFO - Epoch [214][680/3757] lr: 6.801e-03, eta: 1 day, 13:40:57, time: 0.900, data_time: 0.004, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7812, loss_cls: 1.8601, loss: 1.8601, grad_norm: 5.7619 2020-08-06 16:42:23,826 - mmaction - INFO - Epoch [214][700/3757] lr: 6.801e-03, eta: 1 day, 13:40:39, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7750, loss_cls: 1.9246, loss: 1.9246, grad_norm: 5.8346 2020-08-06 16:42:44,863 - mmaction - INFO - Epoch [214][720/3757] lr: 6.801e-03, eta: 1 day, 13:40:25, time: 1.053, data_time: 0.158, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7961, loss_cls: 1.8634, loss: 1.8634, grad_norm: 5.9034 2020-08-06 16:43:04,666 - mmaction - INFO - Epoch [214][740/3757] lr: 6.801e-03, eta: 1 day, 13:40:09, time: 0.990, data_time: 0.003, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7648, loss_cls: 1.9421, loss: 1.9421, grad_norm: 5.5540 2020-08-06 16:43:22,261 - mmaction - INFO - Epoch [214][760/3757] lr: 6.801e-03, eta: 1 day, 13:39:53, time: 0.879, data_time: 0.003, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7953, loss_cls: 1.8418, loss: 1.8418, grad_norm: 5.7074 2020-08-06 16:43:44,343 - mmaction - INFO - Epoch [214][780/3757] lr: 6.801e-03, eta: 1 day, 13:39:39, time: 1.103, data_time: 0.004, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7930, loss_cls: 1.8743, loss: 1.8743, grad_norm: 5.7577 2020-08-06 16:44:03,598 - mmaction - INFO - Epoch [214][800/3757] lr: 6.801e-03, eta: 1 day, 13:39:23, time: 0.964, data_time: 0.003, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7805, loss_cls: 1.8815, loss: 1.8815, grad_norm: 5.8422 2020-08-06 16:44:20,013 - mmaction - INFO - Epoch [214][820/3757] lr: 6.801e-03, eta: 1 day, 13:39:06, time: 0.820, data_time: 0.026, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7734, loss_cls: 1.8915, loss: 1.8915, grad_norm: 5.7337 2020-08-06 16:44:43,688 - mmaction - INFO - Epoch [214][840/3757] lr: 6.801e-03, eta: 1 day, 13:38:52, time: 1.184, data_time: 0.003, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7930, loss_cls: 1.8068, loss: 1.8068, grad_norm: 5.7709 2020-08-06 16:45:02,153 - mmaction - INFO - Epoch [214][860/3757] lr: 6.801e-03, eta: 1 day, 13:38:36, time: 0.922, data_time: 0.003, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7859, loss_cls: 1.9046, loss: 1.9046, grad_norm: 5.8821 2020-08-06 16:45:25,315 - mmaction - INFO - Epoch [214][880/3757] lr: 6.801e-03, eta: 1 day, 13:38:23, time: 1.158, data_time: 0.002, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.8225, loss: 1.8225, grad_norm: 5.7372 2020-08-06 16:45:42,147 - mmaction - INFO - Epoch [214][900/3757] lr: 6.801e-03, eta: 1 day, 13:38:06, time: 0.844, data_time: 0.005, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7805, loss_cls: 1.8654, loss: 1.8654, grad_norm: 5.8622 2020-08-06 16:46:00,853 - mmaction - INFO - Epoch [214][920/3757] lr: 6.801e-03, eta: 1 day, 13:37:50, time: 0.934, data_time: 0.003, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8102, loss_cls: 1.7942, loss: 1.7942, grad_norm: 5.6848 2020-08-06 16:46:16,749 - mmaction - INFO - Epoch [214][940/3757] lr: 6.801e-03, eta: 1 day, 13:37:32, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7797, loss_cls: 1.9393, loss: 1.9393, grad_norm: 5.9817 2020-08-06 16:46:37,106 - mmaction - INFO - Epoch [214][960/3757] lr: 6.801e-03, eta: 1 day, 13:37:17, time: 1.017, data_time: 0.003, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7875, loss_cls: 1.8217, loss: 1.8217, grad_norm: 5.8141 2020-08-06 16:46:53,527 - mmaction - INFO - Epoch [214][980/3757] lr: 6.801e-03, eta: 1 day, 13:37:00, time: 0.819, data_time: 0.018, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7891, loss_cls: 1.8504, loss: 1.8504, grad_norm: 5.5943 2020-08-06 16:47:09,507 - mmaction - INFO - Epoch [214][1000/3757] lr: 6.801e-03, eta: 1 day, 13:36:43, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.9172, loss: 1.9172, grad_norm: 5.9796 2020-08-06 16:47:27,820 - mmaction - INFO - Epoch [214][1020/3757] lr: 6.801e-03, eta: 1 day, 13:36:27, time: 0.914, data_time: 0.004, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7883, loss_cls: 1.8406, loss: 1.8406, grad_norm: 5.7027 2020-08-06 16:47:47,077 - mmaction - INFO - Epoch [214][1040/3757] lr: 6.801e-03, eta: 1 day, 13:36:11, time: 0.964, data_time: 0.006, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7914, loss_cls: 1.8222, loss: 1.8222, grad_norm: 5.6377 2020-08-06 16:48:08,638 - mmaction - INFO - Epoch [214][1060/3757] lr: 6.801e-03, eta: 1 day, 13:35:57, time: 1.078, data_time: 0.004, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7836, loss_cls: 1.8743, loss: 1.8743, grad_norm: 5.7598 2020-08-06 16:48:25,857 - mmaction - INFO - Epoch [214][1080/3757] lr: 6.801e-03, eta: 1 day, 13:35:40, time: 0.862, data_time: 0.001, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 1.8878, loss: 1.8878, grad_norm: 5.6941 2020-08-06 16:48:42,137 - mmaction - INFO - Epoch [214][1100/3757] lr: 6.801e-03, eta: 1 day, 13:35:23, time: 0.813, data_time: 0.003, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7820, loss_cls: 1.9213, loss: 1.9213, grad_norm: 5.9150 2020-08-06 16:48:58,066 - mmaction - INFO - Epoch [214][1120/3757] lr: 6.801e-03, eta: 1 day, 13:35:05, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7797, loss_cls: 1.8936, loss: 1.8936, grad_norm: 5.6518 2020-08-06 16:49:15,591 - mmaction - INFO - Epoch [214][1140/3757] lr: 6.801e-03, eta: 1 day, 13:34:49, time: 0.876, data_time: 0.035, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7758, loss_cls: 1.9448, loss: 1.9448, grad_norm: 5.8467 2020-08-06 16:49:32,459 - mmaction - INFO - Epoch [214][1160/3757] lr: 6.801e-03, eta: 1 day, 13:34:32, time: 0.844, data_time: 0.004, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7633, loss_cls: 1.9248, loss: 1.9248, grad_norm: 5.7391 2020-08-06 16:49:48,598 - mmaction - INFO - Epoch [214][1180/3757] lr: 6.801e-03, eta: 1 day, 13:34:15, time: 0.807, data_time: 0.003, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7859, loss_cls: 1.8551, loss: 1.8551, grad_norm: 5.7557 2020-08-06 16:50:04,723 - mmaction - INFO - Epoch [214][1200/3757] lr: 6.801e-03, eta: 1 day, 13:33:58, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7758, loss_cls: 1.9227, loss: 1.9227, grad_norm: 5.9013 2020-08-06 16:50:20,640 - mmaction - INFO - Epoch [214][1220/3757] lr: 6.801e-03, eta: 1 day, 13:33:40, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7609, loss_cls: 1.9304, loss: 1.9304, grad_norm: 5.9110 2020-08-06 16:50:40,717 - mmaction - INFO - Epoch [214][1240/3757] lr: 6.801e-03, eta: 1 day, 13:33:25, time: 1.004, data_time: 0.025, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7750, loss_cls: 1.9317, loss: 1.9317, grad_norm: 5.7975 2020-08-06 16:51:01,082 - mmaction - INFO - Epoch [214][1260/3757] lr: 6.801e-03, eta: 1 day, 13:33:10, time: 1.017, data_time: 0.001, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7797, loss_cls: 1.8952, loss: 1.8952, grad_norm: 5.7231 2020-08-06 16:51:17,343 - mmaction - INFO - Epoch [214][1280/3757] lr: 6.801e-03, eta: 1 day, 13:32:53, time: 0.814, data_time: 0.006, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7727, loss_cls: 1.9251, loss: 1.9251, grad_norm: 5.7782 2020-08-06 16:51:35,284 - mmaction - INFO - Epoch [214][1300/3757] lr: 6.801e-03, eta: 1 day, 13:32:36, time: 0.898, data_time: 0.004, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7656, loss_cls: 1.9255, loss: 1.9255, grad_norm: 5.8446 2020-08-06 16:51:51,275 - mmaction - INFO - Epoch [214][1320/3757] lr: 6.801e-03, eta: 1 day, 13:32:19, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7828, loss_cls: 1.8388, loss: 1.8388, grad_norm: 5.6976 2020-08-06 16:52:08,507 - mmaction - INFO - Epoch [214][1340/3757] lr: 6.801e-03, eta: 1 day, 13:32:02, time: 0.860, data_time: 0.001, memory: 6192, top1_acc: 0.5258, top5_acc: 0.7641, loss_cls: 1.9940, loss: 1.9940, grad_norm: 6.0104 2020-08-06 16:52:24,583 - mmaction - INFO - Epoch [214][1360/3757] lr: 6.801e-03, eta: 1 day, 13:31:45, time: 0.805, data_time: 0.005, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7797, loss_cls: 1.9025, loss: 1.9025, grad_norm: 6.0737 2020-08-06 16:52:40,441 - mmaction - INFO - Epoch [214][1380/3757] lr: 6.801e-03, eta: 1 day, 13:31:28, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7844, loss_cls: 1.9261, loss: 1.9261, grad_norm: 5.9289 2020-08-06 16:52:58,222 - mmaction - INFO - Epoch [214][1400/3757] lr: 6.801e-03, eta: 1 day, 13:31:11, time: 0.888, data_time: 0.003, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7953, loss_cls: 1.7800, loss: 1.7800, grad_norm: 5.7105 2020-08-06 16:53:14,205 - mmaction - INFO - Epoch [214][1420/3757] lr: 6.801e-03, eta: 1 day, 13:30:54, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7820, loss_cls: 1.8435, loss: 1.8435, grad_norm: 5.7290 2020-08-06 16:53:30,459 - mmaction - INFO - Epoch [214][1440/3757] lr: 6.801e-03, eta: 1 day, 13:30:37, time: 0.813, data_time: 0.004, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 1.9466, loss: 1.9466, grad_norm: 5.7312 2020-08-06 16:53:47,315 - mmaction - INFO - Epoch [214][1460/3757] lr: 6.801e-03, eta: 1 day, 13:30:20, time: 0.843, data_time: 0.003, memory: 6192, top1_acc: 0.5687, top5_acc: 0.8078, loss_cls: 1.7833, loss: 1.7833, grad_norm: 5.6225 2020-08-06 16:54:03,426 - mmaction - INFO - Epoch [214][1480/3757] lr: 6.801e-03, eta: 1 day, 13:30:03, time: 0.805, data_time: 0.005, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7898, loss_cls: 1.8650, loss: 1.8650, grad_norm: 5.8372 2020-08-06 16:54:19,521 - mmaction - INFO - Epoch [214][1500/3757] lr: 6.801e-03, eta: 1 day, 13:29:45, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7852, loss_cls: 1.8277, loss: 1.8277, grad_norm: 5.8540 2020-08-06 16:54:35,650 - mmaction - INFO - Epoch [214][1520/3757] lr: 6.801e-03, eta: 1 day, 13:29:28, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7898, loss_cls: 1.8510, loss: 1.8510, grad_norm: 5.9616 2020-08-06 16:54:51,633 - mmaction - INFO - Epoch [214][1540/3757] lr: 6.801e-03, eta: 1 day, 13:29:11, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7898, loss_cls: 1.8386, loss: 1.8386, grad_norm: 5.6882 2020-08-06 16:55:07,533 - mmaction - INFO - Epoch [214][1560/3757] lr: 6.801e-03, eta: 1 day, 13:28:53, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7711, loss_cls: 1.9066, loss: 1.9066, grad_norm: 5.7593 2020-08-06 16:55:27,153 - mmaction - INFO - Epoch [214][1580/3757] lr: 6.801e-03, eta: 1 day, 13:28:38, time: 0.981, data_time: 0.001, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7633, loss_cls: 1.9844, loss: 1.9844, grad_norm: 5.8917 2020-08-06 16:55:46,117 - mmaction - INFO - Epoch [214][1600/3757] lr: 6.801e-03, eta: 1 day, 13:28:22, time: 0.948, data_time: 0.004, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7945, loss_cls: 1.8384, loss: 1.8384, grad_norm: 5.6092 2020-08-06 16:56:04,330 - mmaction - INFO - Epoch [214][1620/3757] lr: 6.801e-03, eta: 1 day, 13:28:06, time: 0.911, data_time: 0.001, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7836, loss_cls: 1.8591, loss: 1.8591, grad_norm: 5.7124 2020-08-06 16:56:23,463 - mmaction - INFO - Epoch [214][1640/3757] lr: 6.801e-03, eta: 1 day, 13:27:50, time: 0.957, data_time: 0.003, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7625, loss_cls: 1.9400, loss: 1.9400, grad_norm: 5.8483 2020-08-06 16:56:40,134 - mmaction - INFO - Epoch [214][1660/3757] lr: 6.801e-03, eta: 1 day, 13:27:33, time: 0.834, data_time: 0.034, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7781, loss_cls: 1.9153, loss: 1.9153, grad_norm: 5.8507 2020-08-06 16:56:56,297 - mmaction - INFO - Epoch [214][1680/3757] lr: 6.801e-03, eta: 1 day, 13:27:16, time: 0.807, data_time: 0.003, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7906, loss_cls: 1.8815, loss: 1.8815, grad_norm: 5.7140 2020-08-06 16:57:14,210 - mmaction - INFO - Epoch [214][1700/3757] lr: 6.801e-03, eta: 1 day, 13:27:00, time: 0.897, data_time: 0.005, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7742, loss_cls: 1.8809, loss: 1.8809, grad_norm: 5.7106 2020-08-06 16:57:32,626 - mmaction - INFO - Epoch [214][1720/3757] lr: 6.801e-03, eta: 1 day, 13:26:44, time: 0.920, data_time: 0.083, memory: 6192, top1_acc: 0.5203, top5_acc: 0.7570, loss_cls: 2.0136, loss: 2.0136, grad_norm: 6.0003 2020-08-06 16:57:48,640 - mmaction - INFO - Epoch [214][1740/3757] lr: 6.801e-03, eta: 1 day, 13:26:26, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7859, loss_cls: 1.9104, loss: 1.9104, grad_norm: 5.8720 2020-08-06 16:58:06,011 - mmaction - INFO - Epoch [214][1760/3757] lr: 6.801e-03, eta: 1 day, 13:26:10, time: 0.867, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7648, loss_cls: 1.9062, loss: 1.9062, grad_norm: 5.7399 2020-08-06 16:58:21,961 - mmaction - INFO - Epoch [214][1780/3757] lr: 6.801e-03, eta: 1 day, 13:25:52, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7750, loss_cls: 1.9535, loss: 1.9535, grad_norm: 5.8594 2020-08-06 16:58:39,052 - mmaction - INFO - Epoch [214][1800/3757] lr: 6.801e-03, eta: 1 day, 13:25:36, time: 0.855, data_time: 0.004, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7844, loss_cls: 1.8878, loss: 1.8878, grad_norm: 5.7309 2020-08-06 16:58:55,064 - mmaction - INFO - Epoch [214][1820/3757] lr: 6.801e-03, eta: 1 day, 13:25:18, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7922, loss_cls: 1.8805, loss: 1.8805, grad_norm: 5.6895 2020-08-06 16:59:11,086 - mmaction - INFO - Epoch [214][1840/3757] lr: 6.801e-03, eta: 1 day, 13:25:01, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7836, loss_cls: 1.8571, loss: 1.8571, grad_norm: 5.8078 2020-08-06 16:59:27,159 - mmaction - INFO - Epoch [214][1860/3757] lr: 6.801e-03, eta: 1 day, 13:24:44, time: 0.805, data_time: 0.005, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7844, loss_cls: 1.9195, loss: 1.9195, grad_norm: 6.0419 2020-08-06 16:59:43,180 - mmaction - INFO - Epoch [214][1880/3757] lr: 6.801e-03, eta: 1 day, 13:24:26, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7891, loss_cls: 1.8686, loss: 1.8686, grad_norm: 5.6641 2020-08-06 17:00:06,238 - mmaction - INFO - Epoch [214][1900/3757] lr: 6.801e-03, eta: 1 day, 13:24:12, time: 1.058, data_time: 0.004, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7742, loss_cls: 1.9035, loss: 1.9035, grad_norm: 5.8315 2020-08-06 17:00:23,773 - mmaction - INFO - Epoch [214][1920/3757] lr: 6.801e-03, eta: 1 day, 13:23:56, time: 0.972, data_time: 0.098, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7883, loss_cls: 1.8916, loss: 1.8916, grad_norm: 5.6916 2020-08-06 17:00:41,703 - mmaction - INFO - Epoch [214][1940/3757] lr: 6.801e-03, eta: 1 day, 13:23:40, time: 0.895, data_time: 0.065, memory: 6192, top1_acc: 0.5531, top5_acc: 0.8055, loss_cls: 1.8097, loss: 1.8097, grad_norm: 5.8626 2020-08-06 17:00:59,666 - mmaction - INFO - Epoch [214][1960/3757] lr: 6.801e-03, eta: 1 day, 13:23:23, time: 0.898, data_time: 0.004, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7766, loss_cls: 1.9303, loss: 1.9303, grad_norm: 5.8584 2020-08-06 17:01:15,763 - mmaction - INFO - Epoch [214][1980/3757] lr: 6.801e-03, eta: 1 day, 13:23:06, time: 0.805, data_time: 0.005, memory: 6192, top1_acc: 0.5844, top5_acc: 0.8000, loss_cls: 1.7840, loss: 1.7840, grad_norm: 5.6812 2020-08-06 17:01:31,789 - mmaction - INFO - Epoch [214][2000/3757] lr: 6.801e-03, eta: 1 day, 13:22:49, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7906, loss_cls: 1.8146, loss: 1.8146, grad_norm: 5.6958 2020-08-06 17:01:48,039 - mmaction - INFO - Epoch [214][2020/3757] lr: 6.801e-03, eta: 1 day, 13:22:32, time: 0.813, data_time: 0.004, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7516, loss_cls: 2.0044, loss: 2.0044, grad_norm: 5.7582 2020-08-06 17:02:04,088 - mmaction - INFO - Epoch [214][2040/3757] lr: 6.801e-03, eta: 1 day, 13:22:14, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7648, loss_cls: 1.9458, loss: 1.9458, grad_norm: 5.6730 2020-08-06 17:02:20,046 - mmaction - INFO - Epoch [214][2060/3757] lr: 6.801e-03, eta: 1 day, 13:21:57, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7914, loss_cls: 1.8342, loss: 1.8342, grad_norm: 5.6984 2020-08-06 17:02:36,796 - mmaction - INFO - Epoch [214][2080/3757] lr: 6.801e-03, eta: 1 day, 13:21:40, time: 0.836, data_time: 0.003, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7734, loss_cls: 1.8669, loss: 1.8669, grad_norm: 5.6441 2020-08-06 17:02:52,963 - mmaction - INFO - Epoch [214][2100/3757] lr: 6.801e-03, eta: 1 day, 13:21:23, time: 0.808, data_time: 0.005, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7883, loss_cls: 1.8268, loss: 1.8268, grad_norm: 5.7335 2020-08-06 17:03:08,983 - mmaction - INFO - Epoch [214][2120/3757] lr: 6.801e-03, eta: 1 day, 13:21:06, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7922, loss_cls: 1.8213, loss: 1.8213, grad_norm: 5.6755 2020-08-06 17:03:24,902 - mmaction - INFO - Epoch [214][2140/3757] lr: 6.801e-03, eta: 1 day, 13:20:48, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7648, loss_cls: 1.9856, loss: 1.9856, grad_norm: 6.0977 2020-08-06 17:03:41,039 - mmaction - INFO - Epoch [214][2160/3757] lr: 6.801e-03, eta: 1 day, 13:20:31, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7758, loss_cls: 1.9095, loss: 1.9095, grad_norm: 5.8096 2020-08-06 17:03:57,198 - mmaction - INFO - Epoch [214][2180/3757] lr: 6.801e-03, eta: 1 day, 13:20:14, time: 0.809, data_time: 0.005, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7734, loss_cls: 1.9156, loss: 1.9156, grad_norm: 6.0206 2020-08-06 17:04:12,998 - mmaction - INFO - Epoch [214][2200/3757] lr: 6.801e-03, eta: 1 day, 13:19:57, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7727, loss_cls: 1.9488, loss: 1.9488, grad_norm: 5.9574 2020-08-06 17:04:28,840 - mmaction - INFO - Epoch [214][2220/3757] lr: 6.801e-03, eta: 1 day, 13:19:39, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7648, loss_cls: 1.9144, loss: 1.9144, grad_norm: 5.8125 2020-08-06 17:04:45,019 - mmaction - INFO - Epoch [214][2240/3757] lr: 6.801e-03, eta: 1 day, 13:19:22, time: 0.808, data_time: 0.023, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7641, loss_cls: 1.9409, loss: 1.9409, grad_norm: 5.8761 2020-08-06 17:05:01,212 - mmaction - INFO - Epoch [214][2260/3757] lr: 6.801e-03, eta: 1 day, 13:19:05, time: 0.810, data_time: 0.021, memory: 6192, top1_acc: 0.5641, top5_acc: 0.8047, loss_cls: 1.8370, loss: 1.8370, grad_norm: 5.7043 2020-08-06 17:05:17,057 - mmaction - INFO - Epoch [214][2280/3757] lr: 6.801e-03, eta: 1 day, 13:18:47, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7766, loss_cls: 1.9181, loss: 1.9181, grad_norm: 5.7544 2020-08-06 17:05:32,804 - mmaction - INFO - Epoch [214][2300/3757] lr: 6.801e-03, eta: 1 day, 13:18:30, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7820, loss_cls: 1.8554, loss: 1.8554, grad_norm: 5.7786 2020-08-06 17:05:48,667 - mmaction - INFO - Epoch [214][2320/3757] lr: 6.801e-03, eta: 1 day, 13:18:13, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7773, loss_cls: 1.9104, loss: 1.9104, grad_norm: 5.7466 2020-08-06 17:06:04,511 - mmaction - INFO - Epoch [214][2340/3757] lr: 6.801e-03, eta: 1 day, 13:17:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7617, loss_cls: 1.9127, loss: 1.9127, grad_norm: 5.9379 2020-08-06 17:06:20,416 - mmaction - INFO - Epoch [214][2360/3757] lr: 6.801e-03, eta: 1 day, 13:17:38, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7859, loss_cls: 1.8892, loss: 1.8892, grad_norm: 5.7539 2020-08-06 17:06:36,240 - mmaction - INFO - Epoch [214][2380/3757] lr: 6.801e-03, eta: 1 day, 13:17:20, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7766, loss_cls: 1.8858, loss: 1.8858, grad_norm: 5.8264 2020-08-06 17:06:52,096 - mmaction - INFO - Epoch [214][2400/3757] lr: 6.801e-03, eta: 1 day, 13:17:03, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7719, loss_cls: 1.9504, loss: 1.9504, grad_norm: 5.9802 2020-08-06 17:07:07,941 - mmaction - INFO - Epoch [214][2420/3757] lr: 6.801e-03, eta: 1 day, 13:16:46, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7695, loss_cls: 1.9765, loss: 1.9765, grad_norm: 5.8716 2020-08-06 17:07:23,951 - mmaction - INFO - Epoch [214][2440/3757] lr: 6.801e-03, eta: 1 day, 13:16:28, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7680, loss_cls: 1.8727, loss: 1.8727, grad_norm: 5.7758 2020-08-06 17:07:39,907 - mmaction - INFO - Epoch [214][2460/3757] lr: 6.801e-03, eta: 1 day, 13:16:11, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7906, loss_cls: 1.8876, loss: 1.8876, grad_norm: 5.6961 2020-08-06 17:07:56,371 - mmaction - INFO - Epoch [214][2480/3757] lr: 6.801e-03, eta: 1 day, 13:15:54, time: 0.824, data_time: 0.017, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7930, loss_cls: 1.8469, loss: 1.8469, grad_norm: 5.8830 2020-08-06 17:08:12,437 - mmaction - INFO - Epoch [214][2500/3757] lr: 6.801e-03, eta: 1 day, 13:15:37, time: 0.802, data_time: 0.006, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7664, loss_cls: 1.9317, loss: 1.9317, grad_norm: 5.9260 2020-08-06 17:08:28,848 - mmaction - INFO - Epoch [214][2520/3757] lr: 6.801e-03, eta: 1 day, 13:15:20, time: 0.823, data_time: 0.017, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7836, loss_cls: 1.8874, loss: 1.8874, grad_norm: 5.7138 2020-08-06 17:08:44,676 - mmaction - INFO - Epoch [214][2540/3757] lr: 6.801e-03, eta: 1 day, 13:15:02, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5344, top5_acc: 0.7773, loss_cls: 1.9502, loss: 1.9502, grad_norm: 6.1144 2020-08-06 17:09:00,496 - mmaction - INFO - Epoch [214][2560/3757] lr: 6.801e-03, eta: 1 day, 13:14:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7758, loss_cls: 1.9036, loss: 1.9036, grad_norm: 5.8629 2020-08-06 17:09:16,629 - mmaction - INFO - Epoch [214][2580/3757] lr: 6.801e-03, eta: 1 day, 13:14:28, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7750, loss_cls: 1.9026, loss: 1.9026, grad_norm: 5.8439 2020-08-06 17:09:32,646 - mmaction - INFO - Epoch [214][2600/3757] lr: 6.801e-03, eta: 1 day, 13:14:10, time: 0.803, data_time: 0.006, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7930, loss_cls: 1.8109, loss: 1.8109, grad_norm: 5.7849 2020-08-06 17:09:48,622 - mmaction - INFO - Epoch [214][2620/3757] lr: 6.801e-03, eta: 1 day, 13:13:53, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7906, loss_cls: 1.9122, loss: 1.9122, grad_norm: 5.9971 2020-08-06 17:10:04,857 - mmaction - INFO - Epoch [214][2640/3757] lr: 6.801e-03, eta: 1 day, 13:13:36, time: 0.809, data_time: 0.003, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7727, loss_cls: 1.9315, loss: 1.9315, grad_norm: 5.6861 2020-08-06 17:10:20,945 - mmaction - INFO - Epoch [214][2660/3757] lr: 6.801e-03, eta: 1 day, 13:13:19, time: 0.807, data_time: 0.006, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7797, loss_cls: 1.9024, loss: 1.9024, grad_norm: 5.7092 2020-08-06 17:10:37,308 - mmaction - INFO - Epoch [214][2680/3757] lr: 6.801e-03, eta: 1 day, 13:13:02, time: 0.817, data_time: 0.018, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7641, loss_cls: 1.9436, loss: 1.9436, grad_norm: 5.6888 2020-08-06 17:10:53,726 - mmaction - INFO - Epoch [214][2700/3757] lr: 6.801e-03, eta: 1 day, 13:12:44, time: 0.822, data_time: 0.025, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7609, loss_cls: 1.9652, loss: 1.9652, grad_norm: 5.8740 2020-08-06 17:11:10,040 - mmaction - INFO - Epoch [214][2720/3757] lr: 6.801e-03, eta: 1 day, 13:12:27, time: 0.816, data_time: 0.026, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7852, loss_cls: 1.8406, loss: 1.8406, grad_norm: 5.7608 2020-08-06 17:11:25,999 - mmaction - INFO - Epoch [214][2740/3757] lr: 6.801e-03, eta: 1 day, 13:12:10, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7719, loss_cls: 1.9264, loss: 1.9264, grad_norm: 5.6580 2020-08-06 17:11:42,049 - mmaction - INFO - Epoch [214][2760/3757] lr: 6.801e-03, eta: 1 day, 13:11:53, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7805, loss_cls: 1.8532, loss: 1.8532, grad_norm: 5.7297 2020-08-06 17:11:57,963 - mmaction - INFO - Epoch [214][2780/3757] lr: 6.801e-03, eta: 1 day, 13:11:35, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7844, loss_cls: 1.8170, loss: 1.8170, grad_norm: 5.7440 2020-08-06 17:12:14,033 - mmaction - INFO - Epoch [214][2800/3757] lr: 6.801e-03, eta: 1 day, 13:11:18, time: 0.805, data_time: 0.005, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7914, loss_cls: 1.8750, loss: 1.8750, grad_norm: 5.8362 2020-08-06 17:12:30,188 - mmaction - INFO - Epoch [214][2820/3757] lr: 6.801e-03, eta: 1 day, 13:11:01, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7727, loss_cls: 1.9772, loss: 1.9772, grad_norm: 5.9376 2020-08-06 17:12:46,090 - mmaction - INFO - Epoch [214][2840/3757] lr: 6.801e-03, eta: 1 day, 13:10:44, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7766, loss_cls: 1.8656, loss: 1.8656, grad_norm: 5.7949 2020-08-06 17:13:02,172 - mmaction - INFO - Epoch [214][2860/3757] lr: 6.801e-03, eta: 1 day, 13:10:26, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7617, loss_cls: 2.0199, loss: 2.0199, grad_norm: 6.0321 2020-08-06 17:13:18,130 - mmaction - INFO - Epoch [214][2880/3757] lr: 6.801e-03, eta: 1 day, 13:10:09, time: 0.798, data_time: 0.002, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7633, loss_cls: 1.9716, loss: 1.9716, grad_norm: 5.7453 2020-08-06 17:13:33,994 - mmaction - INFO - Epoch [214][2900/3757] lr: 6.801e-03, eta: 1 day, 13:09:52, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7734, loss_cls: 1.9193, loss: 1.9193, grad_norm: 5.7128 2020-08-06 17:13:49,983 - mmaction - INFO - Epoch [214][2920/3757] lr: 6.801e-03, eta: 1 day, 13:09:34, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7914, loss_cls: 1.8324, loss: 1.8324, grad_norm: 5.8378 2020-08-06 17:14:05,796 - mmaction - INFO - Epoch [214][2940/3757] lr: 6.801e-03, eta: 1 day, 13:09:17, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7773, loss_cls: 1.9136, loss: 1.9136, grad_norm: 5.7206 2020-08-06 17:14:22,047 - mmaction - INFO - Epoch [214][2960/3757] lr: 6.801e-03, eta: 1 day, 13:09:00, time: 0.813, data_time: 0.004, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7836, loss_cls: 1.9097, loss: 1.9097, grad_norm: 5.6558 2020-08-06 17:14:38,069 - mmaction - INFO - Epoch [214][2980/3757] lr: 6.801e-03, eta: 1 day, 13:08:43, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7828, loss_cls: 1.9043, loss: 1.9043, grad_norm: 5.7492 2020-08-06 17:14:53,929 - mmaction - INFO - Epoch [214][3000/3757] lr: 6.801e-03, eta: 1 day, 13:08:25, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7648, loss_cls: 2.0688, loss: 2.0688, grad_norm: 6.0224 2020-08-06 17:15:10,007 - mmaction - INFO - Epoch [214][3020/3757] lr: 6.801e-03, eta: 1 day, 13:08:08, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5797, top5_acc: 0.8117, loss_cls: 1.7921, loss: 1.7921, grad_norm: 5.5960 2020-08-06 17:15:25,939 - mmaction - INFO - Epoch [214][3040/3757] lr: 6.801e-03, eta: 1 day, 13:07:51, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7812, loss_cls: 1.8740, loss: 1.8740, grad_norm: 5.7290 2020-08-06 17:15:41,807 - mmaction - INFO - Epoch [214][3060/3757] lr: 6.801e-03, eta: 1 day, 13:07:33, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7930, loss_cls: 1.8214, loss: 1.8214, grad_norm: 5.7805 2020-08-06 17:15:58,023 - mmaction - INFO - Epoch [214][3080/3757] lr: 6.801e-03, eta: 1 day, 13:07:16, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7875, loss_cls: 1.8451, loss: 1.8451, grad_norm: 5.7687 2020-08-06 17:16:14,019 - mmaction - INFO - Epoch [214][3100/3757] lr: 6.801e-03, eta: 1 day, 13:06:59, time: 0.801, data_time: 0.006, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7750, loss_cls: 1.8753, loss: 1.8753, grad_norm: 5.7103 2020-08-06 17:16:29,916 - mmaction - INFO - Epoch [214][3120/3757] lr: 6.801e-03, eta: 1 day, 13:06:41, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7648, loss_cls: 1.9475, loss: 1.9475, grad_norm: 5.9111 2020-08-06 17:16:45,792 - mmaction - INFO - Epoch [214][3140/3757] lr: 6.801e-03, eta: 1 day, 13:06:24, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7812, loss_cls: 1.9281, loss: 1.9281, grad_norm: 5.8299 2020-08-06 17:17:01,730 - mmaction - INFO - Epoch [214][3160/3757] lr: 6.801e-03, eta: 1 day, 13:06:07, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7828, loss_cls: 1.9001, loss: 1.9001, grad_norm: 5.8498 2020-08-06 17:17:17,853 - mmaction - INFO - Epoch [214][3180/3757] lr: 6.801e-03, eta: 1 day, 13:05:50, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7961, loss_cls: 1.8585, loss: 1.8585, grad_norm: 5.8426 2020-08-06 17:17:34,076 - mmaction - INFO - Epoch [214][3200/3757] lr: 6.801e-03, eta: 1 day, 13:05:32, time: 0.811, data_time: 0.003, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7852, loss_cls: 1.8785, loss: 1.8785, grad_norm: 5.6011 2020-08-06 17:17:50,768 - mmaction - INFO - Epoch [214][3220/3757] lr: 6.801e-03, eta: 1 day, 13:05:15, time: 0.834, data_time: 0.001, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7859, loss_cls: 1.8599, loss: 1.8599, grad_norm: 5.8409 2020-08-06 17:18:07,040 - mmaction - INFO - Epoch [214][3240/3757] lr: 6.801e-03, eta: 1 day, 13:04:58, time: 0.814, data_time: 0.004, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7820, loss_cls: 1.9167, loss: 1.9167, grad_norm: 5.7717 2020-08-06 17:18:23,269 - mmaction - INFO - Epoch [214][3260/3757] lr: 6.801e-03, eta: 1 day, 13:04:41, time: 0.811, data_time: 0.003, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7727, loss_cls: 1.9095, loss: 1.9095, grad_norm: 5.8150 2020-08-06 17:18:39,327 - mmaction - INFO - Epoch [214][3280/3757] lr: 6.801e-03, eta: 1 day, 13:04:24, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7758, loss_cls: 1.9040, loss: 1.9040, grad_norm: 5.9866 2020-08-06 17:18:55,492 - mmaction - INFO - Epoch [214][3300/3757] lr: 6.801e-03, eta: 1 day, 13:04:07, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7750, loss_cls: 1.9014, loss: 1.9014, grad_norm: 5.7443 2020-08-06 17:19:11,590 - mmaction - INFO - Epoch [214][3320/3757] lr: 6.801e-03, eta: 1 day, 13:03:49, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7930, loss_cls: 1.8244, loss: 1.8244, grad_norm: 5.7970 2020-08-06 17:19:27,685 - mmaction - INFO - Epoch [214][3340/3757] lr: 6.801e-03, eta: 1 day, 13:03:32, time: 0.804, data_time: 0.001, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7953, loss_cls: 1.8622, loss: 1.8622, grad_norm: 5.7677 2020-08-06 17:19:43,828 - mmaction - INFO - Epoch [214][3360/3757] lr: 6.801e-03, eta: 1 day, 13:03:15, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7836, loss_cls: 1.8927, loss: 1.8927, grad_norm: 5.6579 2020-08-06 17:19:59,867 - mmaction - INFO - Epoch [214][3380/3757] lr: 6.801e-03, eta: 1 day, 13:02:58, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7719, loss_cls: 1.9421, loss: 1.9421, grad_norm: 5.8880 2020-08-06 17:20:15,827 - mmaction - INFO - Epoch [214][3400/3757] lr: 6.801e-03, eta: 1 day, 13:02:40, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7719, loss_cls: 1.9443, loss: 1.9443, grad_norm: 5.9448 2020-08-06 17:20:31,709 - mmaction - INFO - Epoch [214][3420/3757] lr: 6.801e-03, eta: 1 day, 13:02:23, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7570, loss_cls: 1.9770, loss: 1.9770, grad_norm: 5.8162 2020-08-06 17:20:47,666 - mmaction - INFO - Epoch [214][3440/3757] lr: 6.801e-03, eta: 1 day, 13:02:06, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7789, loss_cls: 1.8746, loss: 1.8746, grad_norm: 5.7438 2020-08-06 17:21:03,866 - mmaction - INFO - Epoch [214][3460/3757] lr: 6.801e-03, eta: 1 day, 13:01:48, time: 0.810, data_time: 0.013, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7688, loss_cls: 1.9289, loss: 1.9289, grad_norm: 6.0007 2020-08-06 17:21:20,099 - mmaction - INFO - Epoch [214][3480/3757] lr: 6.801e-03, eta: 1 day, 13:01:31, time: 0.811, data_time: 0.001, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7781, loss_cls: 1.9393, loss: 1.9393, grad_norm: 5.8352 2020-08-06 17:21:36,371 - mmaction - INFO - Epoch [214][3500/3757] lr: 6.801e-03, eta: 1 day, 13:01:14, time: 0.814, data_time: 0.005, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7836, loss_cls: 1.9395, loss: 1.9395, grad_norm: 5.9285 2020-08-06 17:21:52,440 - mmaction - INFO - Epoch [214][3520/3757] lr: 6.801e-03, eta: 1 day, 13:00:57, time: 0.804, data_time: 0.005, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7719, loss_cls: 1.9724, loss: 1.9724, grad_norm: 5.9421 2020-08-06 17:22:08,553 - mmaction - INFO - Epoch [214][3540/3757] lr: 6.801e-03, eta: 1 day, 13:00:40, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7742, loss_cls: 1.9254, loss: 1.9254, grad_norm: 5.8241 2020-08-06 17:22:24,643 - mmaction - INFO - Epoch [214][3560/3757] lr: 6.801e-03, eta: 1 day, 13:00:22, time: 0.805, data_time: 0.005, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7891, loss_cls: 1.8372, loss: 1.8372, grad_norm: 5.6677 2020-08-06 17:22:42,329 - mmaction - INFO - Epoch [214][3580/3757] lr: 6.801e-03, eta: 1 day, 13:00:06, time: 0.886, data_time: 0.078, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.9774, loss: 1.9774, grad_norm: 5.9508 2020-08-06 17:22:59,976 - mmaction - INFO - Epoch [214][3600/3757] lr: 6.801e-03, eta: 1 day, 12:59:49, time: 0.881, data_time: 0.086, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7773, loss_cls: 1.9453, loss: 1.9453, grad_norm: 5.8358 2020-08-06 17:23:16,017 - mmaction - INFO - Epoch [214][3620/3757] lr: 6.801e-03, eta: 1 day, 12:59:32, time: 0.803, data_time: 0.005, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7742, loss_cls: 1.9215, loss: 1.9215, grad_norm: 5.9455 2020-08-06 17:23:31,842 - mmaction - INFO - Epoch [214][3640/3757] lr: 6.801e-03, eta: 1 day, 12:59:15, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7836, loss_cls: 1.9657, loss: 1.9657, grad_norm: 5.8422 2020-08-06 17:23:47,687 - mmaction - INFO - Epoch [214][3660/3757] lr: 6.801e-03, eta: 1 day, 12:58:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7727, loss_cls: 1.8852, loss: 1.8852, grad_norm: 5.8909 2020-08-06 17:24:03,592 - mmaction - INFO - Epoch [214][3680/3757] lr: 6.801e-03, eta: 1 day, 12:58:40, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7508, loss_cls: 1.9747, loss: 1.9747, grad_norm: 5.7903 2020-08-06 17:24:20,694 - mmaction - INFO - Epoch [214][3700/3757] lr: 6.801e-03, eta: 1 day, 12:58:23, time: 0.856, data_time: 0.005, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7859, loss_cls: 1.8996, loss: 1.8996, grad_norm: 5.7729 2020-08-06 17:24:36,882 - mmaction - INFO - Epoch [214][3720/3757] lr: 6.801e-03, eta: 1 day, 12:58:06, time: 0.810, data_time: 0.004, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7937, loss_cls: 1.8116, loss: 1.8116, grad_norm: 5.7627 2020-08-06 17:24:52,844 - mmaction - INFO - Epoch [214][3740/3757] lr: 6.801e-03, eta: 1 day, 12:57:49, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7641, loss_cls: 1.9633, loss: 1.9633, grad_norm: 5.9594 2020-08-06 17:28:30,071 - mmaction - INFO - Epoch [215][20/3757] lr: 6.496e-03, eta: 1 day, 12:58:35, time: 9.512, data_time: 8.671, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7805, loss_cls: 1.9373, loss: 1.9373, grad_norm: 5.8726 2020-08-06 17:28:46,198 - mmaction - INFO - Epoch [215][40/3757] lr: 6.496e-03, eta: 1 day, 12:58:18, time: 0.807, data_time: 0.005, memory: 6192, top1_acc: 0.5906, top5_acc: 0.7812, loss_cls: 1.8292, loss: 1.8292, grad_norm: 5.5848 2020-08-06 17:29:02,186 - mmaction - INFO - Epoch [215][60/3757] lr: 6.496e-03, eta: 1 day, 12:58:01, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7953, loss_cls: 1.8373, loss: 1.8373, grad_norm: 5.6926 2020-08-06 17:29:17,985 - mmaction - INFO - Epoch [215][80/3757] lr: 6.496e-03, eta: 1 day, 12:57:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5883, top5_acc: 0.7961, loss_cls: 1.8071, loss: 1.8071, grad_norm: 5.6481 2020-08-06 17:29:34,029 - mmaction - INFO - Epoch [215][100/3757] lr: 6.496e-03, eta: 1 day, 12:57:26, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7977, loss_cls: 1.7836, loss: 1.7836, grad_norm: 5.5738 2020-08-06 17:29:50,075 - mmaction - INFO - Epoch [215][120/3757] lr: 6.496e-03, eta: 1 day, 12:57:09, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7711, loss_cls: 1.8902, loss: 1.8902, grad_norm: 5.9187 2020-08-06 17:30:06,309 - mmaction - INFO - Epoch [215][140/3757] lr: 6.496e-03, eta: 1 day, 12:56:52, time: 0.812, data_time: 0.003, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7492, loss_cls: 1.9845, loss: 1.9845, grad_norm: 5.8354 2020-08-06 17:30:22,264 - mmaction - INFO - Epoch [215][160/3757] lr: 6.496e-03, eta: 1 day, 12:56:34, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7898, loss_cls: 1.8733, loss: 1.8733, grad_norm: 5.9056 2020-08-06 17:30:38,372 - mmaction - INFO - Epoch [215][180/3757] lr: 6.496e-03, eta: 1 day, 12:56:17, time: 0.805, data_time: 0.005, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7531, loss_cls: 2.0008, loss: 2.0008, grad_norm: 5.9987 2020-08-06 17:30:54,582 - mmaction - INFO - Epoch [215][200/3757] lr: 6.496e-03, eta: 1 day, 12:56:00, time: 0.810, data_time: 0.015, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7852, loss_cls: 1.8504, loss: 1.8504, grad_norm: 5.8493 2020-08-06 17:31:10,882 - mmaction - INFO - Epoch [215][220/3757] lr: 6.496e-03, eta: 1 day, 12:55:43, time: 0.816, data_time: 0.006, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7984, loss_cls: 1.7660, loss: 1.7660, grad_norm: 5.6798 2020-08-06 17:31:26,831 - mmaction - INFO - Epoch [215][240/3757] lr: 6.496e-03, eta: 1 day, 12:55:25, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7656, loss_cls: 1.9494, loss: 1.9494, grad_norm: 5.8193 2020-08-06 17:31:42,814 - mmaction - INFO - Epoch [215][260/3757] lr: 6.496e-03, eta: 1 day, 12:55:08, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7789, loss_cls: 1.8708, loss: 1.8708, grad_norm: 5.7703 2020-08-06 17:31:58,624 - mmaction - INFO - Epoch [215][280/3757] lr: 6.496e-03, eta: 1 day, 12:54:51, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8094, loss_cls: 1.7258, loss: 1.7258, grad_norm: 5.8158 2020-08-06 17:32:14,618 - mmaction - INFO - Epoch [215][300/3757] lr: 6.496e-03, eta: 1 day, 12:54:33, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7766, loss_cls: 1.9187, loss: 1.9187, grad_norm: 6.1350 2020-08-06 17:32:30,505 - mmaction - INFO - Epoch [215][320/3757] lr: 6.496e-03, eta: 1 day, 12:54:16, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7859, loss_cls: 1.8690, loss: 1.8690, grad_norm: 5.6969 2020-08-06 17:32:46,700 - mmaction - INFO - Epoch [215][340/3757] lr: 6.496e-03, eta: 1 day, 12:53:59, time: 0.810, data_time: 0.003, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7953, loss_cls: 1.8248, loss: 1.8248, grad_norm: 5.6663 2020-08-06 17:33:02,818 - mmaction - INFO - Epoch [215][360/3757] lr: 6.496e-03, eta: 1 day, 12:53:42, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7891, loss_cls: 1.7899, loss: 1.7899, grad_norm: 5.6362 2020-08-06 17:33:18,860 - mmaction - INFO - Epoch [215][380/3757] lr: 6.496e-03, eta: 1 day, 12:53:24, time: 0.803, data_time: 0.005, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7789, loss_cls: 1.8440, loss: 1.8440, grad_norm: 5.7418 2020-08-06 17:33:34,837 - mmaction - INFO - Epoch [215][400/3757] lr: 6.496e-03, eta: 1 day, 12:53:07, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.8473, loss: 1.8473, grad_norm: 5.9472 2020-08-06 17:33:50,871 - mmaction - INFO - Epoch [215][420/3757] lr: 6.496e-03, eta: 1 day, 12:52:50, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7758, loss_cls: 1.9130, loss: 1.9130, grad_norm: 6.0034 2020-08-06 17:34:07,082 - mmaction - INFO - Epoch [215][440/3757] lr: 6.496e-03, eta: 1 day, 12:52:33, time: 0.810, data_time: 0.001, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7836, loss_cls: 1.8886, loss: 1.8886, grad_norm: 5.7568 2020-08-06 17:34:24,112 - mmaction - INFO - Epoch [215][460/3757] lr: 6.496e-03, eta: 1 day, 12:52:16, time: 0.852, data_time: 0.001, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7844, loss_cls: 1.8434, loss: 1.8434, grad_norm: 5.7606 2020-08-06 17:34:40,181 - mmaction - INFO - Epoch [215][480/3757] lr: 6.496e-03, eta: 1 day, 12:51:58, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7891, loss_cls: 1.8349, loss: 1.8349, grad_norm: 5.8943 2020-08-06 17:34:56,183 - mmaction - INFO - Epoch [215][500/3757] lr: 6.496e-03, eta: 1 day, 12:51:41, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5883, top5_acc: 0.7828, loss_cls: 1.8170, loss: 1.8170, grad_norm: 5.9594 2020-08-06 17:35:12,307 - mmaction - INFO - Epoch [215][520/3757] lr: 6.496e-03, eta: 1 day, 12:51:24, time: 0.807, data_time: 0.006, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7898, loss_cls: 1.8224, loss: 1.8224, grad_norm: 5.8099 2020-08-06 17:35:28,342 - mmaction - INFO - Epoch [215][540/3757] lr: 6.496e-03, eta: 1 day, 12:51:07, time: 0.803, data_time: 0.005, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7734, loss_cls: 1.9403, loss: 1.9403, grad_norm: 5.9191 2020-08-06 17:35:44,504 - mmaction - INFO - Epoch [215][560/3757] lr: 6.496e-03, eta: 1 day, 12:50:49, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7742, loss_cls: 1.9084, loss: 1.9084, grad_norm: 5.9205 2020-08-06 17:36:00,535 - mmaction - INFO - Epoch [215][580/3757] lr: 6.496e-03, eta: 1 day, 12:50:32, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7859, loss_cls: 1.8378, loss: 1.8378, grad_norm: 5.7512 2020-08-06 17:36:16,534 - mmaction - INFO - Epoch [215][600/3757] lr: 6.496e-03, eta: 1 day, 12:50:15, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7727, loss_cls: 1.9292, loss: 1.9292, grad_norm: 5.9551 2020-08-06 17:36:32,469 - mmaction - INFO - Epoch [215][620/3757] lr: 6.496e-03, eta: 1 day, 12:49:58, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5867, top5_acc: 0.8008, loss_cls: 1.7787, loss: 1.7787, grad_norm: 5.8764 2020-08-06 17:36:48,459 - mmaction - INFO - Epoch [215][640/3757] lr: 6.496e-03, eta: 1 day, 12:49:40, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7766, loss_cls: 1.8889, loss: 1.8889, grad_norm: 6.0219 2020-08-06 17:37:04,509 - mmaction - INFO - Epoch [215][660/3757] lr: 6.496e-03, eta: 1 day, 12:49:23, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7672, loss_cls: 1.9424, loss: 1.9424, grad_norm: 5.9700 2020-08-06 17:37:20,494 - mmaction - INFO - Epoch [215][680/3757] lr: 6.496e-03, eta: 1 day, 12:49:06, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7719, loss_cls: 1.8827, loss: 1.8827, grad_norm: 5.9522 2020-08-06 17:37:36,274 - mmaction - INFO - Epoch [215][700/3757] lr: 6.496e-03, eta: 1 day, 12:48:48, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7852, loss_cls: 1.8862, loss: 1.8862, grad_norm: 5.7498 2020-08-06 17:37:52,304 - mmaction - INFO - Epoch [215][720/3757] lr: 6.496e-03, eta: 1 day, 12:48:31, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7844, loss_cls: 1.8062, loss: 1.8062, grad_norm: 5.9258 2020-08-06 17:38:08,294 - mmaction - INFO - Epoch [215][740/3757] lr: 6.496e-03, eta: 1 day, 12:48:14, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.8573, loss: 1.8573, grad_norm: 6.0194 2020-08-06 17:38:24,273 - mmaction - INFO - Epoch [215][760/3757] lr: 6.496e-03, eta: 1 day, 12:47:56, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7797, loss_cls: 1.9126, loss: 1.9126, grad_norm: 6.0079 2020-08-06 17:38:40,214 - mmaction - INFO - Epoch [215][780/3757] lr: 6.496e-03, eta: 1 day, 12:47:39, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7891, loss_cls: 1.8738, loss: 1.8738, grad_norm: 5.7126 2020-08-06 17:38:56,289 - mmaction - INFO - Epoch [215][800/3757] lr: 6.496e-03, eta: 1 day, 12:47:22, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7820, loss_cls: 1.9054, loss: 1.9054, grad_norm: 5.8555 2020-08-06 17:39:12,336 - mmaction - INFO - Epoch [215][820/3757] lr: 6.496e-03, eta: 1 day, 12:47:05, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7656, loss_cls: 1.9829, loss: 1.9829, grad_norm: 6.0915 2020-08-06 17:39:28,321 - mmaction - INFO - Epoch [215][840/3757] lr: 6.496e-03, eta: 1 day, 12:46:47, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7719, loss_cls: 1.9065, loss: 1.9065, grad_norm: 5.8485 2020-08-06 17:39:46,507 - mmaction - INFO - Epoch [215][860/3757] lr: 6.496e-03, eta: 1 day, 12:46:31, time: 0.910, data_time: 0.005, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7805, loss_cls: 1.8950, loss: 1.8950, grad_norm: 5.7058 2020-08-06 17:40:03,898 - mmaction - INFO - Epoch [215][880/3757] lr: 6.496e-03, eta: 1 day, 12:46:14, time: 0.870, data_time: 0.005, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7883, loss_cls: 1.8693, loss: 1.8693, grad_norm: 5.8622 2020-08-06 17:40:19,635 - mmaction - INFO - Epoch [215][900/3757] lr: 6.496e-03, eta: 1 day, 12:45:57, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7750, loss_cls: 1.9112, loss: 1.9112, grad_norm: 5.8310 2020-08-06 17:40:35,635 - mmaction - INFO - Epoch [215][920/3757] lr: 6.496e-03, eta: 1 day, 12:45:40, time: 0.802, data_time: 0.005, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7836, loss_cls: 1.7754, loss: 1.7754, grad_norm: 5.7431 2020-08-06 17:40:51,632 - mmaction - INFO - Epoch [215][940/3757] lr: 6.496e-03, eta: 1 day, 12:45:22, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5930, top5_acc: 0.8102, loss_cls: 1.7179, loss: 1.7179, grad_norm: 5.5630 2020-08-06 17:41:07,645 - mmaction - INFO - Epoch [215][960/3757] lr: 6.496e-03, eta: 1 day, 12:45:05, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.5805, top5_acc: 0.8008, loss_cls: 1.7806, loss: 1.7806, grad_norm: 5.6811 2020-08-06 17:41:23,827 - mmaction - INFO - Epoch [215][980/3757] lr: 6.496e-03, eta: 1 day, 12:44:48, time: 0.812, data_time: 0.007, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7953, loss_cls: 1.8107, loss: 1.8107, grad_norm: 5.7966 2020-08-06 17:41:39,874 - mmaction - INFO - Epoch [215][1000/3757] lr: 6.496e-03, eta: 1 day, 12:44:31, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7977, loss_cls: 1.8436, loss: 1.8436, grad_norm: 5.8559 2020-08-06 17:41:55,758 - mmaction - INFO - Epoch [215][1020/3757] lr: 6.496e-03, eta: 1 day, 12:44:13, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7828, loss_cls: 1.9292, loss: 1.9292, grad_norm: 5.8005 2020-08-06 17:42:11,843 - mmaction - INFO - Epoch [215][1040/3757] lr: 6.496e-03, eta: 1 day, 12:43:56, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7695, loss_cls: 1.9511, loss: 1.9511, grad_norm: 5.9098 2020-08-06 17:42:27,963 - mmaction - INFO - Epoch [215][1060/3757] lr: 6.496e-03, eta: 1 day, 12:43:39, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7586, loss_cls: 1.9811, loss: 1.9811, grad_norm: 5.8125 2020-08-06 17:42:43,907 - mmaction - INFO - Epoch [215][1080/3757] lr: 6.496e-03, eta: 1 day, 12:43:21, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7742, loss_cls: 1.9075, loss: 1.9075, grad_norm: 5.8123 2020-08-06 17:43:01,397 - mmaction - INFO - Epoch [215][1100/3757] lr: 6.496e-03, eta: 1 day, 12:43:05, time: 0.874, data_time: 0.087, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7828, loss_cls: 1.8953, loss: 1.8953, grad_norm: 5.9366 2020-08-06 17:43:17,712 - mmaction - INFO - Epoch [215][1120/3757] lr: 6.496e-03, eta: 1 day, 12:42:48, time: 0.818, data_time: 0.005, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7750, loss_cls: 1.9298, loss: 1.9298, grad_norm: 5.9877 2020-08-06 17:43:33,720 - mmaction - INFO - Epoch [215][1140/3757] lr: 6.496e-03, eta: 1 day, 12:42:30, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7781, loss_cls: 1.9769, loss: 1.9769, grad_norm: 5.9534 2020-08-06 17:43:49,689 - mmaction - INFO - Epoch [215][1160/3757] lr: 6.496e-03, eta: 1 day, 12:42:13, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7969, loss_cls: 1.8087, loss: 1.8087, grad_norm: 5.6933 2020-08-06 17:44:05,638 - mmaction - INFO - Epoch [215][1180/3757] lr: 6.496e-03, eta: 1 day, 12:41:56, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7898, loss_cls: 1.8053, loss: 1.8053, grad_norm: 5.7635 2020-08-06 17:44:21,459 - mmaction - INFO - Epoch [215][1200/3757] lr: 6.496e-03, eta: 1 day, 12:41:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7867, loss_cls: 1.8890, loss: 1.8890, grad_norm: 5.9750 2020-08-06 17:44:37,291 - mmaction - INFO - Epoch [215][1220/3757] lr: 6.496e-03, eta: 1 day, 12:41:21, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7438, loss_cls: 2.0058, loss: 2.0058, grad_norm: 5.8772 2020-08-06 17:44:53,434 - mmaction - INFO - Epoch [215][1240/3757] lr: 6.496e-03, eta: 1 day, 12:41:04, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7797, loss_cls: 1.8831, loss: 1.8831, grad_norm: 5.7821 2020-08-06 17:45:09,510 - mmaction - INFO - Epoch [215][1260/3757] lr: 6.496e-03, eta: 1 day, 12:40:47, time: 0.804, data_time: 0.005, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7836, loss_cls: 1.8714, loss: 1.8714, grad_norm: 5.8534 2020-08-06 17:45:25,366 - mmaction - INFO - Epoch [215][1280/3757] lr: 6.496e-03, eta: 1 day, 12:40:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7656, loss_cls: 1.9609, loss: 1.9609, grad_norm: 5.9309 2020-08-06 17:45:41,216 - mmaction - INFO - Epoch [215][1300/3757] lr: 6.496e-03, eta: 1 day, 12:40:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7836, loss_cls: 1.8383, loss: 1.8383, grad_norm: 5.7896 2020-08-06 17:45:57,294 - mmaction - INFO - Epoch [215][1320/3757] lr: 6.496e-03, eta: 1 day, 12:39:55, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7805, loss_cls: 1.9298, loss: 1.9298, grad_norm: 6.0605 2020-08-06 17:46:13,249 - mmaction - INFO - Epoch [215][1340/3757] lr: 6.496e-03, eta: 1 day, 12:39:37, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7617, loss_cls: 1.9707, loss: 1.9707, grad_norm: 5.9282 2020-08-06 17:46:29,267 - mmaction - INFO - Epoch [215][1360/3757] lr: 6.496e-03, eta: 1 day, 12:39:20, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7922, loss_cls: 1.8690, loss: 1.8690, grad_norm: 6.0189 2020-08-06 17:46:44,987 - mmaction - INFO - Epoch [215][1380/3757] lr: 6.496e-03, eta: 1 day, 12:39:03, time: 0.788, data_time: 0.006, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7844, loss_cls: 1.8615, loss: 1.8615, grad_norm: 5.9680 2020-08-06 17:47:00,828 - mmaction - INFO - Epoch [215][1400/3757] lr: 6.496e-03, eta: 1 day, 12:38:45, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7781, loss_cls: 1.9075, loss: 1.9075, grad_norm: 5.8693 2020-08-06 17:47:16,595 - mmaction - INFO - Epoch [215][1420/3757] lr: 6.496e-03, eta: 1 day, 12:38:28, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7961, loss_cls: 1.7786, loss: 1.7786, grad_norm: 5.7153 2020-08-06 17:47:32,436 - mmaction - INFO - Epoch [215][1440/3757] lr: 6.496e-03, eta: 1 day, 12:38:10, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7672, loss_cls: 1.9612, loss: 1.9612, grad_norm: 5.9978 2020-08-06 17:47:48,225 - mmaction - INFO - Epoch [215][1460/3757] lr: 6.496e-03, eta: 1 day, 12:37:53, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7977, loss_cls: 1.8142, loss: 1.8142, grad_norm: 5.8758 2020-08-06 17:48:04,064 - mmaction - INFO - Epoch [215][1480/3757] lr: 6.496e-03, eta: 1 day, 12:37:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7711, loss_cls: 1.9642, loss: 1.9642, grad_norm: 6.0464 2020-08-06 17:48:19,893 - mmaction - INFO - Epoch [215][1500/3757] lr: 6.496e-03, eta: 1 day, 12:37:18, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5664, top5_acc: 0.8117, loss_cls: 1.7193, loss: 1.7193, grad_norm: 5.7446 2020-08-06 17:48:35,834 - mmaction - INFO - Epoch [215][1520/3757] lr: 6.496e-03, eta: 1 day, 12:37:01, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7727, loss_cls: 1.9151, loss: 1.9151, grad_norm: 5.8807 2020-08-06 17:48:51,677 - mmaction - INFO - Epoch [215][1540/3757] lr: 6.496e-03, eta: 1 day, 12:36:44, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7773, loss_cls: 1.8908, loss: 1.8908, grad_norm: 5.8423 2020-08-06 17:49:07,424 - mmaction - INFO - Epoch [215][1560/3757] lr: 6.496e-03, eta: 1 day, 12:36:26, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5602, top5_acc: 0.8008, loss_cls: 1.8504, loss: 1.8504, grad_norm: 5.8671 2020-08-06 17:49:23,391 - mmaction - INFO - Epoch [215][1580/3757] lr: 6.496e-03, eta: 1 day, 12:36:09, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7820, loss_cls: 1.8497, loss: 1.8497, grad_norm: 5.7250 2020-08-06 17:49:39,145 - mmaction - INFO - Epoch [215][1600/3757] lr: 6.496e-03, eta: 1 day, 12:35:51, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7836, loss_cls: 1.7902, loss: 1.7902, grad_norm: 5.6583 2020-08-06 17:49:55,002 - mmaction - INFO - Epoch [215][1620/3757] lr: 6.496e-03, eta: 1 day, 12:35:34, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5609, top5_acc: 0.8000, loss_cls: 1.8212, loss: 1.8212, grad_norm: 5.8027 2020-08-06 17:50:10,940 - mmaction - INFO - Epoch [215][1640/3757] lr: 6.496e-03, eta: 1 day, 12:35:17, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7695, loss_cls: 1.9381, loss: 1.9381, grad_norm: 6.0171 2020-08-06 17:50:26,911 - mmaction - INFO - Epoch [215][1660/3757] lr: 6.496e-03, eta: 1 day, 12:34:59, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7750, loss_cls: 1.9221, loss: 1.9221, grad_norm: 6.0297 2020-08-06 17:50:42,826 - mmaction - INFO - Epoch [215][1680/3757] lr: 6.496e-03, eta: 1 day, 12:34:42, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7781, loss_cls: 1.8662, loss: 1.8662, grad_norm: 5.8939 2020-08-06 17:50:58,738 - mmaction - INFO - Epoch [215][1700/3757] lr: 6.496e-03, eta: 1 day, 12:34:25, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7688, loss_cls: 1.9072, loss: 1.9072, grad_norm: 5.9330 2020-08-06 17:51:14,678 - mmaction - INFO - Epoch [215][1720/3757] lr: 6.496e-03, eta: 1 day, 12:34:08, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7594, loss_cls: 1.9570, loss: 1.9570, grad_norm: 5.9358 2020-08-06 17:51:30,526 - mmaction - INFO - Epoch [215][1740/3757] lr: 6.496e-03, eta: 1 day, 12:33:50, time: 0.792, data_time: 0.009, memory: 6192, top1_acc: 0.5836, top5_acc: 0.8094, loss_cls: 1.7470, loss: 1.7470, grad_norm: 5.9152 2020-08-06 17:51:46,495 - mmaction - INFO - Epoch [215][1760/3757] lr: 6.496e-03, eta: 1 day, 12:33:33, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7789, loss_cls: 1.9360, loss: 1.9360, grad_norm: 5.8503 2020-08-06 17:52:02,966 - mmaction - INFO - Epoch [215][1780/3757] lr: 6.496e-03, eta: 1 day, 12:33:16, time: 0.825, data_time: 0.006, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7711, loss_cls: 1.8517, loss: 1.8517, grad_norm: 5.9608 2020-08-06 17:52:18,927 - mmaction - INFO - Epoch [215][1800/3757] lr: 6.496e-03, eta: 1 day, 12:32:59, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7844, loss_cls: 1.8954, loss: 1.8954, grad_norm: 5.9546 2020-08-06 17:52:34,912 - mmaction - INFO - Epoch [215][1820/3757] lr: 6.496e-03, eta: 1 day, 12:32:41, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7656, loss_cls: 1.9173, loss: 1.9173, grad_norm: 6.0107 2020-08-06 17:52:50,957 - mmaction - INFO - Epoch [215][1840/3757] lr: 6.496e-03, eta: 1 day, 12:32:24, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7898, loss_cls: 1.8398, loss: 1.8398, grad_norm: 5.9478 2020-08-06 17:53:06,831 - mmaction - INFO - Epoch [215][1860/3757] lr: 6.496e-03, eta: 1 day, 12:32:07, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7734, loss_cls: 1.9187, loss: 1.9187, grad_norm: 5.8579 2020-08-06 17:53:22,767 - mmaction - INFO - Epoch [215][1880/3757] lr: 6.496e-03, eta: 1 day, 12:31:49, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7445, loss_cls: 2.0259, loss: 2.0259, grad_norm: 6.0249 2020-08-06 17:53:38,859 - mmaction - INFO - Epoch [215][1900/3757] lr: 6.496e-03, eta: 1 day, 12:31:32, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7773, loss_cls: 1.9194, loss: 1.9194, grad_norm: 5.8745 2020-08-06 17:53:54,748 - mmaction - INFO - Epoch [215][1920/3757] lr: 6.496e-03, eta: 1 day, 12:31:15, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7891, loss_cls: 1.8536, loss: 1.8536, grad_norm: 5.7967 2020-08-06 17:54:10,674 - mmaction - INFO - Epoch [215][1940/3757] lr: 6.496e-03, eta: 1 day, 12:30:57, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7664, loss_cls: 1.9857, loss: 1.9857, grad_norm: 6.0031 2020-08-06 17:54:26,612 - mmaction - INFO - Epoch [215][1960/3757] lr: 6.496e-03, eta: 1 day, 12:30:40, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7781, loss_cls: 1.8516, loss: 1.8516, grad_norm: 5.8178 2020-08-06 17:54:42,595 - mmaction - INFO - Epoch [215][1980/3757] lr: 6.496e-03, eta: 1 day, 12:30:23, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7945, loss_cls: 1.8197, loss: 1.8197, grad_norm: 5.9059 2020-08-06 17:54:58,589 - mmaction - INFO - Epoch [215][2000/3757] lr: 6.496e-03, eta: 1 day, 12:30:05, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7812, loss_cls: 1.9320, loss: 1.9320, grad_norm: 6.1763 2020-08-06 17:55:17,334 - mmaction - INFO - Epoch [215][2020/3757] lr: 6.496e-03, eta: 1 day, 12:29:49, time: 0.936, data_time: 0.003, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7773, loss_cls: 1.9291, loss: 1.9291, grad_norm: 5.9349 2020-08-06 17:55:33,400 - mmaction - INFO - Epoch [215][2040/3757] lr: 6.496e-03, eta: 1 day, 12:29:32, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7719, loss_cls: 1.8985, loss: 1.8985, grad_norm: 5.8823 2020-08-06 17:55:49,343 - mmaction - INFO - Epoch [215][2060/3757] lr: 6.496e-03, eta: 1 day, 12:29:15, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7906, loss_cls: 1.8681, loss: 1.8681, grad_norm: 5.6220 2020-08-06 17:56:05,318 - mmaction - INFO - Epoch [215][2080/3757] lr: 6.496e-03, eta: 1 day, 12:28:58, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7742, loss_cls: 1.8960, loss: 1.8960, grad_norm: 5.8866 2020-08-06 17:56:21,298 - mmaction - INFO - Epoch [215][2100/3757] lr: 6.496e-03, eta: 1 day, 12:28:40, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7680, loss_cls: 1.9120, loss: 1.9120, grad_norm: 5.8849 2020-08-06 17:56:37,079 - mmaction - INFO - Epoch [215][2120/3757] lr: 6.496e-03, eta: 1 day, 12:28:23, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7703, loss_cls: 1.8271, loss: 1.8271, grad_norm: 5.6808 2020-08-06 17:56:52,835 - mmaction - INFO - Epoch [215][2140/3757] lr: 6.496e-03, eta: 1 day, 12:28:06, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7758, loss_cls: 1.9059, loss: 1.9059, grad_norm: 5.8233 2020-08-06 17:57:08,745 - mmaction - INFO - Epoch [215][2160/3757] lr: 6.496e-03, eta: 1 day, 12:27:48, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7734, loss_cls: 1.9159, loss: 1.9159, grad_norm: 5.9520 2020-08-06 17:57:27,168 - mmaction - INFO - Epoch [215][2180/3757] lr: 6.496e-03, eta: 1 day, 12:27:32, time: 0.923, data_time: 0.006, memory: 6192, top1_acc: 0.5773, top5_acc: 0.8023, loss_cls: 1.7912, loss: 1.7912, grad_norm: 5.6880 2020-08-06 17:57:43,090 - mmaction - INFO - Epoch [215][2200/3757] lr: 6.496e-03, eta: 1 day, 12:27:15, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7773, loss_cls: 1.9284, loss: 1.9284, grad_norm: 5.9617 2020-08-06 17:57:59,132 - mmaction - INFO - Epoch [215][2220/3757] lr: 6.496e-03, eta: 1 day, 12:26:57, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7766, loss_cls: 1.9032, loss: 1.9032, grad_norm: 5.8667 2020-08-06 17:58:15,032 - mmaction - INFO - Epoch [215][2240/3757] lr: 6.496e-03, eta: 1 day, 12:26:40, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7773, loss_cls: 1.9642, loss: 1.9642, grad_norm: 5.9785 2020-08-06 17:58:31,284 - mmaction - INFO - Epoch [215][2260/3757] lr: 6.496e-03, eta: 1 day, 12:26:23, time: 0.813, data_time: 0.001, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7719, loss_cls: 1.9577, loss: 1.9577, grad_norm: 5.7912 2020-08-06 17:58:47,352 - mmaction - INFO - Epoch [215][2280/3757] lr: 6.496e-03, eta: 1 day, 12:26:06, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7969, loss_cls: 1.8444, loss: 1.8444, grad_norm: 5.8221 2020-08-06 17:59:03,316 - mmaction - INFO - Epoch [215][2300/3757] lr: 6.496e-03, eta: 1 day, 12:25:48, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7766, loss_cls: 1.8741, loss: 1.8741, grad_norm: 5.7274 2020-08-06 17:59:19,259 - mmaction - INFO - Epoch [215][2320/3757] lr: 6.496e-03, eta: 1 day, 12:25:31, time: 0.797, data_time: 0.006, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7664, loss_cls: 1.9628, loss: 1.9628, grad_norm: 6.0692 2020-08-06 17:59:35,209 - mmaction - INFO - Epoch [215][2340/3757] lr: 6.496e-03, eta: 1 day, 12:25:14, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7805, loss_cls: 1.9186, loss: 1.9186, grad_norm: 5.8403 2020-08-06 17:59:51,012 - mmaction - INFO - Epoch [215][2360/3757] lr: 6.496e-03, eta: 1 day, 12:24:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7859, loss_cls: 1.9218, loss: 1.9218, grad_norm: 6.0817 2020-08-06 18:00:12,407 - mmaction - INFO - Epoch [215][2380/3757] lr: 6.496e-03, eta: 1 day, 12:24:42, time: 1.060, data_time: 0.006, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7914, loss_cls: 1.8575, loss: 1.8575, grad_norm: 5.8882 2020-08-06 18:00:28,627 - mmaction - INFO - Epoch [215][2400/3757] lr: 6.496e-03, eta: 1 day, 12:24:25, time: 0.821, data_time: 0.018, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7797, loss_cls: 1.8941, loss: 1.8941, grad_norm: 5.9821 2020-08-06 18:00:44,760 - mmaction - INFO - Epoch [215][2420/3757] lr: 6.496e-03, eta: 1 day, 12:24:07, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7898, loss_cls: 1.8283, loss: 1.8283, grad_norm: 5.8267 2020-08-06 18:01:00,847 - mmaction - INFO - Epoch [215][2440/3757] lr: 6.496e-03, eta: 1 day, 12:23:50, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7945, loss_cls: 1.8850, loss: 1.8850, grad_norm: 5.9238 2020-08-06 18:01:17,067 - mmaction - INFO - Epoch [215][2460/3757] lr: 6.496e-03, eta: 1 day, 12:23:33, time: 0.810, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7742, loss_cls: 1.9290, loss: 1.9290, grad_norm: 5.9736 2020-08-06 18:01:33,363 - mmaction - INFO - Epoch [215][2480/3757] lr: 6.496e-03, eta: 1 day, 12:23:16, time: 0.816, data_time: 0.005, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7656, loss_cls: 1.9170, loss: 1.9170, grad_norm: 5.8774 2020-08-06 18:01:49,316 - mmaction - INFO - Epoch [215][2500/3757] lr: 6.496e-03, eta: 1 day, 12:22:58, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7781, loss_cls: 1.8838, loss: 1.8838, grad_norm: 5.8925 2020-08-06 18:02:05,330 - mmaction - INFO - Epoch [215][2520/3757] lr: 6.496e-03, eta: 1 day, 12:22:41, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7898, loss_cls: 1.8701, loss: 1.8701, grad_norm: 5.8616 2020-08-06 18:02:21,185 - mmaction - INFO - Epoch [215][2540/3757] lr: 6.496e-03, eta: 1 day, 12:22:24, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7820, loss_cls: 1.9016, loss: 1.9016, grad_norm: 5.9574 2020-08-06 18:02:37,137 - mmaction - INFO - Epoch [215][2560/3757] lr: 6.496e-03, eta: 1 day, 12:22:07, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7797, loss_cls: 1.9658, loss: 1.9658, grad_norm: 5.9835 2020-08-06 18:02:53,582 - mmaction - INFO - Epoch [215][2580/3757] lr: 6.496e-03, eta: 1 day, 12:21:49, time: 0.822, data_time: 0.027, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7711, loss_cls: 1.9111, loss: 1.9111, grad_norm: 5.6984 2020-08-06 18:03:09,804 - mmaction - INFO - Epoch [215][2600/3757] lr: 6.496e-03, eta: 1 day, 12:21:32, time: 0.811, data_time: 0.001, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7883, loss_cls: 1.8614, loss: 1.8614, grad_norm: 5.8539 2020-08-06 18:03:25,855 - mmaction - INFO - Epoch [215][2620/3757] lr: 6.496e-03, eta: 1 day, 12:21:15, time: 0.803, data_time: 0.001, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7672, loss_cls: 1.9714, loss: 1.9714, grad_norm: 6.0120 2020-08-06 18:03:41,816 - mmaction - INFO - Epoch [215][2640/3757] lr: 6.496e-03, eta: 1 day, 12:20:58, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5320, top5_acc: 0.7859, loss_cls: 1.9004, loss: 1.9004, grad_norm: 5.9008 2020-08-06 18:03:58,062 - mmaction - INFO - Epoch [215][2660/3757] lr: 6.496e-03, eta: 1 day, 12:20:41, time: 0.811, data_time: 0.003, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7922, loss_cls: 1.8428, loss: 1.8428, grad_norm: 5.9827 2020-08-06 18:04:13,987 - mmaction - INFO - Epoch [215][2680/3757] lr: 6.496e-03, eta: 1 day, 12:20:23, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7844, loss_cls: 1.8385, loss: 1.8385, grad_norm: 5.8315 2020-08-06 18:04:29,926 - mmaction - INFO - Epoch [215][2700/3757] lr: 6.496e-03, eta: 1 day, 12:20:06, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7797, loss_cls: 1.8858, loss: 1.8858, grad_norm: 5.8888 2020-08-06 18:04:45,863 - mmaction - INFO - Epoch [215][2720/3757] lr: 6.496e-03, eta: 1 day, 12:19:49, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7539, loss_cls: 2.0210, loss: 2.0210, grad_norm: 5.8675 2020-08-06 18:05:01,895 - mmaction - INFO - Epoch [215][2740/3757] lr: 6.496e-03, eta: 1 day, 12:19:31, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7695, loss_cls: 1.8743, loss: 1.8743, grad_norm: 5.8028 2020-08-06 18:05:17,868 - mmaction - INFO - Epoch [215][2760/3757] lr: 6.496e-03, eta: 1 day, 12:19:14, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7805, loss_cls: 1.8148, loss: 1.8148, grad_norm: 5.6480 2020-08-06 18:05:33,754 - mmaction - INFO - Epoch [215][2780/3757] lr: 6.496e-03, eta: 1 day, 12:18:57, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.7516, loss: 1.7516, grad_norm: 5.7472 2020-08-06 18:05:49,698 - mmaction - INFO - Epoch [215][2800/3757] lr: 6.496e-03, eta: 1 day, 12:18:39, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7844, loss_cls: 1.9138, loss: 1.9138, grad_norm: 6.0103 2020-08-06 18:06:05,693 - mmaction - INFO - Epoch [215][2820/3757] lr: 6.496e-03, eta: 1 day, 12:18:22, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7734, loss_cls: 1.9043, loss: 1.9043, grad_norm: 5.8121 2020-08-06 18:06:21,881 - mmaction - INFO - Epoch [215][2840/3757] lr: 6.496e-03, eta: 1 day, 12:18:05, time: 0.810, data_time: 0.004, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7898, loss_cls: 1.8919, loss: 1.8919, grad_norm: 5.8000 2020-08-06 18:06:37,858 - mmaction - INFO - Epoch [215][2860/3757] lr: 6.496e-03, eta: 1 day, 12:17:48, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7930, loss_cls: 1.7920, loss: 1.7920, grad_norm: 5.8017 2020-08-06 18:06:54,036 - mmaction - INFO - Epoch [215][2880/3757] lr: 6.496e-03, eta: 1 day, 12:17:30, time: 0.811, data_time: 0.005, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7984, loss_cls: 1.8390, loss: 1.8390, grad_norm: 5.7842 2020-08-06 18:07:10,380 - mmaction - INFO - Epoch [215][2900/3757] lr: 6.496e-03, eta: 1 day, 12:17:13, time: 0.816, data_time: 0.004, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7617, loss_cls: 1.9539, loss: 1.9539, grad_norm: 5.8946 2020-08-06 18:07:26,656 - mmaction - INFO - Epoch [215][2920/3757] lr: 6.496e-03, eta: 1 day, 12:16:56, time: 0.814, data_time: 0.005, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7602, loss_cls: 1.9338, loss: 1.9338, grad_norm: 5.8972 2020-08-06 18:07:42,797 - mmaction - INFO - Epoch [215][2940/3757] lr: 6.496e-03, eta: 1 day, 12:16:39, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7656, loss_cls: 1.9359, loss: 1.9359, grad_norm: 5.8409 2020-08-06 18:07:58,731 - mmaction - INFO - Epoch [215][2960/3757] lr: 6.496e-03, eta: 1 day, 12:16:22, time: 0.798, data_time: 0.002, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7797, loss_cls: 1.8841, loss: 1.8841, grad_norm: 5.8439 2020-08-06 18:08:14,554 - mmaction - INFO - Epoch [215][2980/3757] lr: 6.496e-03, eta: 1 day, 12:16:04, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7852, loss_cls: 1.8911, loss: 1.8911, grad_norm: 5.8547 2020-08-06 18:08:30,448 - mmaction - INFO - Epoch [215][3000/3757] lr: 6.496e-03, eta: 1 day, 12:15:47, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7656, loss_cls: 1.9709, loss: 1.9709, grad_norm: 5.9130 2020-08-06 18:08:46,315 - mmaction - INFO - Epoch [215][3020/3757] lr: 6.496e-03, eta: 1 day, 12:15:30, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5734, top5_acc: 0.8023, loss_cls: 1.8290, loss: 1.8290, grad_norm: 5.6286 2020-08-06 18:09:02,360 - mmaction - INFO - Epoch [215][3040/3757] lr: 6.496e-03, eta: 1 day, 12:15:12, time: 0.802, data_time: 0.011, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7828, loss_cls: 1.8694, loss: 1.8694, grad_norm: 5.8368 2020-08-06 18:09:18,121 - mmaction - INFO - Epoch [215][3060/3757] lr: 6.496e-03, eta: 1 day, 12:14:55, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7977, loss_cls: 1.7870, loss: 1.7870, grad_norm: 5.8265 2020-08-06 18:09:33,903 - mmaction - INFO - Epoch [215][3080/3757] lr: 6.496e-03, eta: 1 day, 12:14:38, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7711, loss_cls: 1.9031, loss: 1.9031, grad_norm: 5.8550 2020-08-06 18:09:49,707 - mmaction - INFO - Epoch [215][3100/3757] lr: 6.496e-03, eta: 1 day, 12:14:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7867, loss_cls: 1.8643, loss: 1.8643, grad_norm: 5.8454 2020-08-06 18:10:05,611 - mmaction - INFO - Epoch [215][3120/3757] lr: 6.496e-03, eta: 1 day, 12:14:03, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7930, loss_cls: 1.8177, loss: 1.8177, grad_norm: 5.7411 2020-08-06 18:10:21,491 - mmaction - INFO - Epoch [215][3140/3757] lr: 6.496e-03, eta: 1 day, 12:13:46, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.5898, top5_acc: 0.8031, loss_cls: 1.7979, loss: 1.7979, grad_norm: 5.7666 2020-08-06 18:10:37,346 - mmaction - INFO - Epoch [215][3160/3757] lr: 6.496e-03, eta: 1 day, 12:13:28, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7805, loss_cls: 1.8792, loss: 1.8792, grad_norm: 5.8236 2020-08-06 18:10:53,109 - mmaction - INFO - Epoch [215][3180/3757] lr: 6.496e-03, eta: 1 day, 12:13:11, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7602, loss_cls: 1.9699, loss: 1.9699, grad_norm: 5.8908 2020-08-06 18:11:08,906 - mmaction - INFO - Epoch [215][3200/3757] lr: 6.496e-03, eta: 1 day, 12:12:53, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7992, loss_cls: 1.8066, loss: 1.8066, grad_norm: 5.8941 2020-08-06 18:11:24,805 - mmaction - INFO - Epoch [215][3220/3757] lr: 6.496e-03, eta: 1 day, 12:12:36, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7758, loss_cls: 1.9289, loss: 1.9289, grad_norm: 6.0067 2020-08-06 18:11:40,849 - mmaction - INFO - Epoch [215][3240/3757] lr: 6.496e-03, eta: 1 day, 12:12:19, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7695, loss_cls: 1.9213, loss: 1.9213, grad_norm: 5.8681 2020-08-06 18:11:56,924 - mmaction - INFO - Epoch [215][3260/3757] lr: 6.496e-03, eta: 1 day, 12:12:02, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7922, loss_cls: 1.7860, loss: 1.7860, grad_norm: 5.7826 2020-08-06 18:12:12,862 - mmaction - INFO - Epoch [215][3280/3757] lr: 6.496e-03, eta: 1 day, 12:11:44, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7773, loss_cls: 1.8087, loss: 1.8087, grad_norm: 5.6816 2020-08-06 18:12:28,822 - mmaction - INFO - Epoch [215][3300/3757] lr: 6.496e-03, eta: 1 day, 12:11:27, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7844, loss_cls: 1.8646, loss: 1.8646, grad_norm: 5.7938 2020-08-06 18:12:44,817 - mmaction - INFO - Epoch [215][3320/3757] lr: 6.496e-03, eta: 1 day, 12:11:10, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7844, loss_cls: 1.8613, loss: 1.8613, grad_norm: 5.9178 2020-08-06 18:13:00,894 - mmaction - INFO - Epoch [215][3340/3757] lr: 6.496e-03, eta: 1 day, 12:10:53, time: 0.805, data_time: 0.005, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7578, loss_cls: 1.9957, loss: 1.9957, grad_norm: 5.8599 2020-08-06 18:13:16,956 - mmaction - INFO - Epoch [215][3360/3757] lr: 6.496e-03, eta: 1 day, 12:10:35, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7750, loss_cls: 1.9130, loss: 1.9130, grad_norm: 5.8545 2020-08-06 18:13:32,796 - mmaction - INFO - Epoch [215][3380/3757] lr: 6.496e-03, eta: 1 day, 12:10:18, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7758, loss_cls: 1.9301, loss: 1.9301, grad_norm: 5.8460 2020-08-06 18:13:48,859 - mmaction - INFO - Epoch [215][3400/3757] lr: 6.496e-03, eta: 1 day, 12:10:01, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7609, loss_cls: 1.9442, loss: 1.9442, grad_norm: 5.8977 2020-08-06 18:14:04,693 - mmaction - INFO - Epoch [215][3420/3757] lr: 6.496e-03, eta: 1 day, 12:09:43, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7727, loss_cls: 1.9460, loss: 1.9460, grad_norm: 5.8706 2020-08-06 18:14:20,730 - mmaction - INFO - Epoch [215][3440/3757] lr: 6.496e-03, eta: 1 day, 12:09:26, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7852, loss_cls: 1.8774, loss: 1.8774, grad_norm: 5.9175 2020-08-06 18:14:36,725 - mmaction - INFO - Epoch [215][3460/3757] lr: 6.496e-03, eta: 1 day, 12:09:09, time: 0.802, data_time: 0.005, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7883, loss_cls: 1.8882, loss: 1.8882, grad_norm: 5.8885 2020-08-06 18:14:52,689 - mmaction - INFO - Epoch [215][3480/3757] lr: 6.496e-03, eta: 1 day, 12:08:52, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7836, loss_cls: 1.8955, loss: 1.8955, grad_norm: 6.0879 2020-08-06 18:15:08,832 - mmaction - INFO - Epoch [215][3500/3757] lr: 6.496e-03, eta: 1 day, 12:08:34, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7656, loss_cls: 1.9339, loss: 1.9339, grad_norm: 6.1479 2020-08-06 18:15:24,788 - mmaction - INFO - Epoch [215][3520/3757] lr: 6.496e-03, eta: 1 day, 12:08:17, time: 0.798, data_time: 0.002, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9459, loss: 1.9459, grad_norm: 6.0063 2020-08-06 18:15:40,740 - mmaction - INFO - Epoch [215][3540/3757] lr: 6.496e-03, eta: 1 day, 12:08:00, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7672, loss_cls: 1.9661, loss: 1.9661, grad_norm: 6.0096 2020-08-06 18:15:56,804 - mmaction - INFO - Epoch [215][3560/3757] lr: 6.496e-03, eta: 1 day, 12:07:42, time: 0.805, data_time: 0.005, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7789, loss_cls: 1.8990, loss: 1.8990, grad_norm: 5.7683 2020-08-06 18:16:12,859 - mmaction - INFO - Epoch [215][3580/3757] lr: 6.496e-03, eta: 1 day, 12:07:25, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7750, loss_cls: 1.8699, loss: 1.8699, grad_norm: 5.7521 2020-08-06 18:16:28,818 - mmaction - INFO - Epoch [215][3600/3757] lr: 6.496e-03, eta: 1 day, 12:07:08, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7789, loss_cls: 1.9002, loss: 1.9002, grad_norm: 6.0379 2020-08-06 18:16:44,991 - mmaction - INFO - Epoch [215][3620/3757] lr: 6.496e-03, eta: 1 day, 12:06:51, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7812, loss_cls: 1.8702, loss: 1.8702, grad_norm: 5.9204 2020-08-06 18:17:00,831 - mmaction - INFO - Epoch [215][3640/3757] lr: 6.496e-03, eta: 1 day, 12:06:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7805, loss_cls: 1.8914, loss: 1.8914, grad_norm: 6.1187 2020-08-06 18:17:16,901 - mmaction - INFO - Epoch [215][3660/3757] lr: 6.496e-03, eta: 1 day, 12:06:16, time: 0.804, data_time: 0.007, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7820, loss_cls: 1.9209, loss: 1.9209, grad_norm: 5.9699 2020-08-06 18:17:33,067 - mmaction - INFO - Epoch [215][3680/3757] lr: 6.496e-03, eta: 1 day, 12:05:59, time: 0.808, data_time: 0.005, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7773, loss_cls: 1.9569, loss: 1.9569, grad_norm: 5.9619 2020-08-06 18:17:48,932 - mmaction - INFO - Epoch [215][3700/3757] lr: 6.496e-03, eta: 1 day, 12:05:42, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7602, loss_cls: 1.9796, loss: 1.9796, grad_norm: 5.9335 2020-08-06 18:18:04,832 - mmaction - INFO - Epoch [215][3720/3757] lr: 6.496e-03, eta: 1 day, 12:05:24, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7922, loss_cls: 1.8505, loss: 1.8505, grad_norm: 5.6772 2020-08-06 18:18:20,955 - mmaction - INFO - Epoch [215][3740/3757] lr: 6.496e-03, eta: 1 day, 12:05:07, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7719, loss_cls: 1.9491, loss: 1.9491, grad_norm: 5.9619 2020-08-06 18:21:37,207 - mmaction - INFO - Epoch [216][20/3757] lr: 6.196e-03, eta: 1 day, 12:05:42, time: 8.534, data_time: 7.717, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7859, loss_cls: 1.8650, loss: 1.8650, grad_norm: 5.8834 2020-08-06 18:21:56,481 - mmaction - INFO - Epoch [216][40/3757] lr: 6.196e-03, eta: 1 day, 12:05:26, time: 0.964, data_time: 0.166, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7812, loss_cls: 1.8683, loss: 1.8683, grad_norm: 5.9171 2020-08-06 18:22:12,426 - mmaction - INFO - Epoch [216][60/3757] lr: 6.196e-03, eta: 1 day, 12:05:09, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.5813, top5_acc: 0.8008, loss_cls: 1.8017, loss: 1.8017, grad_norm: 5.7797 2020-08-06 18:22:28,433 - mmaction - INFO - Epoch [216][80/3757] lr: 6.196e-03, eta: 1 day, 12:04:51, time: 0.802, data_time: 0.005, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7734, loss_cls: 1.8626, loss: 1.8626, grad_norm: 5.8584 2020-08-06 18:22:44,409 - mmaction - INFO - Epoch [216][100/3757] lr: 6.196e-03, eta: 1 day, 12:04:34, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7727, loss_cls: 1.9097, loss: 1.9097, grad_norm: 5.8644 2020-08-06 18:23:00,479 - mmaction - INFO - Epoch [216][120/3757] lr: 6.196e-03, eta: 1 day, 12:04:17, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.5969, top5_acc: 0.7922, loss_cls: 1.7446, loss: 1.7446, grad_norm: 5.7723 2020-08-06 18:23:16,478 - mmaction - INFO - Epoch [216][140/3757] lr: 6.196e-03, eta: 1 day, 12:03:59, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7586, loss_cls: 2.0055, loss: 2.0055, grad_norm: 6.0504 2020-08-06 18:23:32,556 - mmaction - INFO - Epoch [216][160/3757] lr: 6.196e-03, eta: 1 day, 12:03:42, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.5883, top5_acc: 0.7836, loss_cls: 1.7787, loss: 1.7787, grad_norm: 5.6919 2020-08-06 18:23:50,421 - mmaction - INFO - Epoch [216][180/3757] lr: 6.196e-03, eta: 1 day, 12:03:26, time: 0.893, data_time: 0.004, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7750, loss_cls: 1.9500, loss: 1.9500, grad_norm: 5.9740 2020-08-06 18:24:06,968 - mmaction - INFO - Epoch [216][200/3757] lr: 6.196e-03, eta: 1 day, 12:03:09, time: 0.826, data_time: 0.003, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7898, loss_cls: 1.8077, loss: 1.8077, grad_norm: 5.8802 2020-08-06 18:24:22,942 - mmaction - INFO - Epoch [216][220/3757] lr: 6.196e-03, eta: 1 day, 12:02:51, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7773, loss_cls: 1.8262, loss: 1.8262, grad_norm: 5.8289 2020-08-06 18:24:38,854 - mmaction - INFO - Epoch [216][240/3757] lr: 6.196e-03, eta: 1 day, 12:02:34, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7773, loss_cls: 1.8718, loss: 1.8718, grad_norm: 5.9735 2020-08-06 18:24:54,877 - mmaction - INFO - Epoch [216][260/3757] lr: 6.196e-03, eta: 1 day, 12:02:17, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.5883, top5_acc: 0.7945, loss_cls: 1.7574, loss: 1.7574, grad_norm: 5.9235 2020-08-06 18:25:10,975 - mmaction - INFO - Epoch [216][280/3757] lr: 6.196e-03, eta: 1 day, 12:02:00, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7930, loss_cls: 1.7943, loss: 1.7943, grad_norm: 5.9118 2020-08-06 18:25:26,953 - mmaction - INFO - Epoch [216][300/3757] lr: 6.196e-03, eta: 1 day, 12:01:42, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5875, top5_acc: 0.8039, loss_cls: 1.8029, loss: 1.8029, grad_norm: 5.8258 2020-08-06 18:25:42,969 - mmaction - INFO - Epoch [216][320/3757] lr: 6.196e-03, eta: 1 day, 12:01:25, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7781, loss_cls: 1.8844, loss: 1.8844, grad_norm: 6.0108 2020-08-06 18:25:58,908 - mmaction - INFO - Epoch [216][340/3757] lr: 6.196e-03, eta: 1 day, 12:01:08, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7742, loss_cls: 1.9144, loss: 1.9144, grad_norm: 5.9949 2020-08-06 18:26:15,070 - mmaction - INFO - Epoch [216][360/3757] lr: 6.196e-03, eta: 1 day, 12:00:51, time: 0.811, data_time: 0.006, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7859, loss_cls: 1.8741, loss: 1.8741, grad_norm: 6.0477 2020-08-06 18:26:31,174 - mmaction - INFO - Epoch [216][380/3757] lr: 6.196e-03, eta: 1 day, 12:00:33, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7867, loss_cls: 1.8871, loss: 1.8871, grad_norm: 6.1006 2020-08-06 18:26:47,145 - mmaction - INFO - Epoch [216][400/3757] lr: 6.196e-03, eta: 1 day, 12:00:16, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7969, loss_cls: 1.8080, loss: 1.8080, grad_norm: 6.0315 2020-08-06 18:27:03,049 - mmaction - INFO - Epoch [216][420/3757] lr: 6.196e-03, eta: 1 day, 11:59:59, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7922, loss_cls: 1.8016, loss: 1.8016, grad_norm: 5.9533 2020-08-06 18:27:19,022 - mmaction - INFO - Epoch [216][440/3757] lr: 6.196e-03, eta: 1 day, 11:59:41, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7953, loss_cls: 1.7954, loss: 1.7954, grad_norm: 5.9531 2020-08-06 18:27:34,919 - mmaction - INFO - Epoch [216][460/3757] lr: 6.196e-03, eta: 1 day, 11:59:24, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7789, loss_cls: 1.8682, loss: 1.8682, grad_norm: 5.9989 2020-08-06 18:27:51,022 - mmaction - INFO - Epoch [216][480/3757] lr: 6.196e-03, eta: 1 day, 11:59:07, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7797, loss_cls: 1.8699, loss: 1.8699, grad_norm: 5.8939 2020-08-06 18:28:06,935 - mmaction - INFO - Epoch [216][500/3757] lr: 6.196e-03, eta: 1 day, 11:58:49, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7992, loss_cls: 1.8457, loss: 1.8457, grad_norm: 5.9153 2020-08-06 18:28:24,688 - mmaction - INFO - Epoch [216][520/3757] lr: 6.196e-03, eta: 1 day, 11:58:33, time: 0.888, data_time: 0.004, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7922, loss_cls: 1.8044, loss: 1.8044, grad_norm: 5.7851 2020-08-06 18:28:40,565 - mmaction - INFO - Epoch [216][540/3757] lr: 6.196e-03, eta: 1 day, 11:58:16, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7797, loss_cls: 1.9183, loss: 1.9183, grad_norm: 6.0958 2020-08-06 18:28:58,635 - mmaction - INFO - Epoch [216][560/3757] lr: 6.196e-03, eta: 1 day, 11:57:59, time: 0.903, data_time: 0.004, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7859, loss_cls: 1.8649, loss: 1.8649, grad_norm: 5.9522 2020-08-06 18:29:14,821 - mmaction - INFO - Epoch [216][580/3757] lr: 6.196e-03, eta: 1 day, 11:57:42, time: 0.810, data_time: 0.004, memory: 6192, top1_acc: 0.5250, top5_acc: 0.7656, loss_cls: 1.9746, loss: 1.9746, grad_norm: 6.2125 2020-08-06 18:29:31,064 - mmaction - INFO - Epoch [216][600/3757] lr: 6.196e-03, eta: 1 day, 11:57:25, time: 0.809, data_time: 0.008, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7805, loss_cls: 1.8691, loss: 1.8691, grad_norm: 5.9170 2020-08-06 18:29:46,849 - mmaction - INFO - Epoch [216][620/3757] lr: 6.196e-03, eta: 1 day, 11:57:08, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5813, top5_acc: 0.8016, loss_cls: 1.7985, loss: 1.7985, grad_norm: 5.8088 2020-08-06 18:30:02,658 - mmaction - INFO - Epoch [216][640/3757] lr: 6.196e-03, eta: 1 day, 11:56:50, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7930, loss_cls: 1.8081, loss: 1.8081, grad_norm: 5.9181 2020-08-06 18:30:18,419 - mmaction - INFO - Epoch [216][660/3757] lr: 6.196e-03, eta: 1 day, 11:56:33, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7812, loss_cls: 1.8765, loss: 1.8765, grad_norm: 6.1998 2020-08-06 18:30:34,241 - mmaction - INFO - Epoch [216][680/3757] lr: 6.196e-03, eta: 1 day, 11:56:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7805, loss_cls: 1.8943, loss: 1.8943, grad_norm: 6.1633 2020-08-06 18:30:50,015 - mmaction - INFO - Epoch [216][700/3757] lr: 6.196e-03, eta: 1 day, 11:55:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7820, loss_cls: 1.7912, loss: 1.7912, grad_norm: 5.7221 2020-08-06 18:31:05,745 - mmaction - INFO - Epoch [216][720/3757] lr: 6.196e-03, eta: 1 day, 11:55:41, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7734, loss_cls: 1.9369, loss: 1.9369, grad_norm: 6.0178 2020-08-06 18:31:21,506 - mmaction - INFO - Epoch [216][740/3757] lr: 6.196e-03, eta: 1 day, 11:55:23, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7781, loss_cls: 1.8747, loss: 1.8747, grad_norm: 5.8447 2020-08-06 18:31:37,559 - mmaction - INFO - Epoch [216][760/3757] lr: 6.196e-03, eta: 1 day, 11:55:06, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7789, loss_cls: 1.9104, loss: 1.9104, grad_norm: 5.8415 2020-08-06 18:31:53,376 - mmaction - INFO - Epoch [216][780/3757] lr: 6.196e-03, eta: 1 day, 11:54:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7742, loss_cls: 1.9150, loss: 1.9150, grad_norm: 5.7367 2020-08-06 18:32:09,326 - mmaction - INFO - Epoch [216][800/3757] lr: 6.196e-03, eta: 1 day, 11:54:31, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7922, loss_cls: 1.8146, loss: 1.8146, grad_norm: 5.8507 2020-08-06 18:32:25,560 - mmaction - INFO - Epoch [216][820/3757] lr: 6.196e-03, eta: 1 day, 11:54:14, time: 0.812, data_time: 0.005, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7859, loss_cls: 1.8449, loss: 1.8449, grad_norm: 5.9782 2020-08-06 18:32:41,423 - mmaction - INFO - Epoch [216][840/3757] lr: 6.196e-03, eta: 1 day, 11:53:57, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7930, loss_cls: 1.8485, loss: 1.8485, grad_norm: 5.9452 2020-08-06 18:32:57,442 - mmaction - INFO - Epoch [216][860/3757] lr: 6.196e-03, eta: 1 day, 11:53:40, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.5859, top5_acc: 0.7992, loss_cls: 1.7554, loss: 1.7554, grad_norm: 5.9898 2020-08-06 18:33:16,335 - mmaction - INFO - Epoch [216][880/3757] lr: 6.196e-03, eta: 1 day, 11:53:24, time: 0.944, data_time: 0.003, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7695, loss_cls: 1.9150, loss: 1.9150, grad_norm: 5.9161 2020-08-06 18:33:34,696 - mmaction - INFO - Epoch [216][900/3757] lr: 6.196e-03, eta: 1 day, 11:53:07, time: 0.919, data_time: 0.004, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7711, loss_cls: 1.9489, loss: 1.9489, grad_norm: 5.9615 2020-08-06 18:33:50,761 - mmaction - INFO - Epoch [216][920/3757] lr: 6.196e-03, eta: 1 day, 11:52:50, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7836, loss_cls: 1.8714, loss: 1.8714, grad_norm: 6.0095 2020-08-06 18:34:06,632 - mmaction - INFO - Epoch [216][940/3757] lr: 6.196e-03, eta: 1 day, 11:52:33, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5234, top5_acc: 0.7648, loss_cls: 1.9662, loss: 1.9662, grad_norm: 6.0239 2020-08-06 18:34:22,745 - mmaction - INFO - Epoch [216][960/3757] lr: 6.196e-03, eta: 1 day, 11:52:16, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7898, loss_cls: 1.8980, loss: 1.8980, grad_norm: 6.0140 2020-08-06 18:34:38,674 - mmaction - INFO - Epoch [216][980/3757] lr: 6.196e-03, eta: 1 day, 11:51:58, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7867, loss_cls: 1.8363, loss: 1.8363, grad_norm: 5.7289 2020-08-06 18:34:54,579 - mmaction - INFO - Epoch [216][1000/3757] lr: 6.196e-03, eta: 1 day, 11:51:41, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7859, loss_cls: 1.9168, loss: 1.9168, grad_norm: 6.0024 2020-08-06 18:35:10,401 - mmaction - INFO - Epoch [216][1020/3757] lr: 6.196e-03, eta: 1 day, 11:51:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5758, top5_acc: 0.8047, loss_cls: 1.7414, loss: 1.7414, grad_norm: 6.0179 2020-08-06 18:35:26,184 - mmaction - INFO - Epoch [216][1040/3757] lr: 6.196e-03, eta: 1 day, 11:51:06, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7883, loss_cls: 1.8213, loss: 1.8213, grad_norm: 5.9556 2020-08-06 18:35:42,054 - mmaction - INFO - Epoch [216][1060/3757] lr: 6.196e-03, eta: 1 day, 11:50:49, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7805, loss_cls: 1.8552, loss: 1.8552, grad_norm: 5.9631 2020-08-06 18:35:57,855 - mmaction - INFO - Epoch [216][1080/3757] lr: 6.196e-03, eta: 1 day, 11:50:32, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7891, loss_cls: 1.8211, loss: 1.8211, grad_norm: 5.7353 2020-08-06 18:36:13,823 - mmaction - INFO - Epoch [216][1100/3757] lr: 6.196e-03, eta: 1 day, 11:50:14, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7906, loss_cls: 1.8268, loss: 1.8268, grad_norm: 5.8253 2020-08-06 18:36:29,708 - mmaction - INFO - Epoch [216][1120/3757] lr: 6.196e-03, eta: 1 day, 11:49:57, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7766, loss_cls: 1.8947, loss: 1.8947, grad_norm: 5.9077 2020-08-06 18:36:45,456 - mmaction - INFO - Epoch [216][1140/3757] lr: 6.196e-03, eta: 1 day, 11:49:40, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7727, loss_cls: 1.9129, loss: 1.9129, grad_norm: 5.9049 2020-08-06 18:37:03,178 - mmaction - INFO - Epoch [216][1160/3757] lr: 6.196e-03, eta: 1 day, 11:49:23, time: 0.886, data_time: 0.003, memory: 6192, top1_acc: 0.5922, top5_acc: 0.8047, loss_cls: 1.7466, loss: 1.7466, grad_norm: 5.7651 2020-08-06 18:37:19,288 - mmaction - INFO - Epoch [216][1180/3757] lr: 6.196e-03, eta: 1 day, 11:49:06, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7695, loss_cls: 1.9152, loss: 1.9152, grad_norm: 5.9921 2020-08-06 18:37:35,178 - mmaction - INFO - Epoch [216][1200/3757] lr: 6.196e-03, eta: 1 day, 11:48:49, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7656, loss_cls: 1.9476, loss: 1.9476, grad_norm: 5.7416 2020-08-06 18:37:51,127 - mmaction - INFO - Epoch [216][1220/3757] lr: 6.196e-03, eta: 1 day, 11:48:31, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7836, loss_cls: 1.8766, loss: 1.8766, grad_norm: 5.9213 2020-08-06 18:38:06,983 - mmaction - INFO - Epoch [216][1240/3757] lr: 6.196e-03, eta: 1 day, 11:48:14, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7742, loss_cls: 1.9144, loss: 1.9144, grad_norm: 5.8413 2020-08-06 18:38:22,878 - mmaction - INFO - Epoch [216][1260/3757] lr: 6.196e-03, eta: 1 day, 11:47:57, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7867, loss_cls: 1.9051, loss: 1.9051, grad_norm: 5.9718 2020-08-06 18:38:38,788 - mmaction - INFO - Epoch [216][1280/3757] lr: 6.196e-03, eta: 1 day, 11:47:39, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7688, loss_cls: 1.9071, loss: 1.9071, grad_norm: 5.9770 2020-08-06 18:38:54,713 - mmaction - INFO - Epoch [216][1300/3757] lr: 6.196e-03, eta: 1 day, 11:47:22, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7828, loss_cls: 1.8324, loss: 1.8324, grad_norm: 5.9465 2020-08-06 18:39:10,616 - mmaction - INFO - Epoch [216][1320/3757] lr: 6.196e-03, eta: 1 day, 11:47:05, time: 0.795, data_time: 0.008, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7789, loss_cls: 1.8641, loss: 1.8641, grad_norm: 5.8813 2020-08-06 18:39:26,536 - mmaction - INFO - Epoch [216][1340/3757] lr: 6.196e-03, eta: 1 day, 11:46:47, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7742, loss_cls: 1.9241, loss: 1.9241, grad_norm: 6.0385 2020-08-06 18:39:42,410 - mmaction - INFO - Epoch [216][1360/3757] lr: 6.196e-03, eta: 1 day, 11:46:30, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7742, loss_cls: 1.8361, loss: 1.8361, grad_norm: 5.8719 2020-08-06 18:39:58,644 - mmaction - INFO - Epoch [216][1380/3757] lr: 6.196e-03, eta: 1 day, 11:46:13, time: 0.810, data_time: 0.003, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7820, loss_cls: 1.8643, loss: 1.8643, grad_norm: 5.8192 2020-08-06 18:40:14,499 - mmaction - INFO - Epoch [216][1400/3757] lr: 6.196e-03, eta: 1 day, 11:45:55, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7883, loss_cls: 1.8577, loss: 1.8577, grad_norm: 5.8414 2020-08-06 18:40:30,701 - mmaction - INFO - Epoch [216][1420/3757] lr: 6.196e-03, eta: 1 day, 11:45:38, time: 0.809, data_time: 0.003, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7797, loss_cls: 1.8897, loss: 1.8897, grad_norm: 5.8932 2020-08-06 18:40:46,849 - mmaction - INFO - Epoch [216][1440/3757] lr: 6.196e-03, eta: 1 day, 11:45:21, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.5898, top5_acc: 0.7992, loss_cls: 1.7446, loss: 1.7446, grad_norm: 5.8205 2020-08-06 18:41:02,700 - mmaction - INFO - Epoch [216][1460/3757] lr: 6.196e-03, eta: 1 day, 11:45:04, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7805, loss_cls: 1.9076, loss: 1.9076, grad_norm: 5.8781 2020-08-06 18:41:18,674 - mmaction - INFO - Epoch [216][1480/3757] lr: 6.196e-03, eta: 1 day, 11:44:46, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7859, loss_cls: 1.8167, loss: 1.8167, grad_norm: 5.6302 2020-08-06 18:41:34,571 - mmaction - INFO - Epoch [216][1500/3757] lr: 6.196e-03, eta: 1 day, 11:44:29, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.5930, top5_acc: 0.7781, loss_cls: 1.8146, loss: 1.8146, grad_norm: 5.6762 2020-08-06 18:41:50,386 - mmaction - INFO - Epoch [216][1520/3757] lr: 6.196e-03, eta: 1 day, 11:44:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7898, loss_cls: 1.8116, loss: 1.8116, grad_norm: 5.7559 2020-08-06 18:42:06,326 - mmaction - INFO - Epoch [216][1540/3757] lr: 6.196e-03, eta: 1 day, 11:43:54, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7719, loss_cls: 1.8972, loss: 1.8972, grad_norm: 5.9083 2020-08-06 18:42:22,244 - mmaction - INFO - Epoch [216][1560/3757] lr: 6.196e-03, eta: 1 day, 11:43:37, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7742, loss_cls: 1.9322, loss: 1.9322, grad_norm: 6.0707 2020-08-06 18:42:39,458 - mmaction - INFO - Epoch [216][1580/3757] lr: 6.196e-03, eta: 1 day, 11:43:20, time: 0.861, data_time: 0.004, memory: 6192, top1_acc: 0.5758, top5_acc: 0.8023, loss_cls: 1.7978, loss: 1.7978, grad_norm: 5.9229 2020-08-06 18:42:55,571 - mmaction - INFO - Epoch [216][1600/3757] lr: 6.196e-03, eta: 1 day, 11:43:03, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.5859, top5_acc: 0.8008, loss_cls: 1.8033, loss: 1.8033, grad_norm: 5.8957 2020-08-06 18:43:11,758 - mmaction - INFO - Epoch [216][1620/3757] lr: 6.196e-03, eta: 1 day, 11:42:46, time: 0.809, data_time: 0.001, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7695, loss_cls: 1.8933, loss: 1.8933, grad_norm: 6.0047 2020-08-06 18:43:27,934 - mmaction - INFO - Epoch [216][1640/3757] lr: 6.196e-03, eta: 1 day, 11:42:29, time: 0.809, data_time: 0.004, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7961, loss_cls: 1.8314, loss: 1.8314, grad_norm: 6.0013 2020-08-06 18:43:44,186 - mmaction - INFO - Epoch [216][1660/3757] lr: 6.196e-03, eta: 1 day, 11:42:12, time: 0.812, data_time: 0.003, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7891, loss_cls: 1.8661, loss: 1.8661, grad_norm: 5.9977 2020-08-06 18:44:00,180 - mmaction - INFO - Epoch [216][1680/3757] lr: 6.196e-03, eta: 1 day, 11:41:54, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7742, loss_cls: 1.9052, loss: 1.9052, grad_norm: 5.9562 2020-08-06 18:44:16,042 - mmaction - INFO - Epoch [216][1700/3757] lr: 6.196e-03, eta: 1 day, 11:41:37, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5820, top5_acc: 0.7930, loss_cls: 1.8296, loss: 1.8296, grad_norm: 5.9500 2020-08-06 18:44:32,112 - mmaction - INFO - Epoch [216][1720/3757] lr: 6.196e-03, eta: 1 day, 11:41:20, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.5820, top5_acc: 0.7969, loss_cls: 1.7813, loss: 1.7813, grad_norm: 5.7313 2020-08-06 18:44:47,977 - mmaction - INFO - Epoch [216][1740/3757] lr: 6.196e-03, eta: 1 day, 11:41:02, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7812, loss_cls: 1.9317, loss: 1.9317, grad_norm: 6.1030 2020-08-06 18:45:03,849 - mmaction - INFO - Epoch [216][1760/3757] lr: 6.196e-03, eta: 1 day, 11:40:45, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7758, loss_cls: 1.9107, loss: 1.9107, grad_norm: 6.0042 2020-08-06 18:45:19,577 - mmaction - INFO - Epoch [216][1780/3757] lr: 6.196e-03, eta: 1 day, 11:40:28, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7891, loss_cls: 1.8462, loss: 1.8462, grad_norm: 5.9635 2020-08-06 18:45:35,505 - mmaction - INFO - Epoch [216][1800/3757] lr: 6.196e-03, eta: 1 day, 11:40:10, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7891, loss_cls: 1.8210, loss: 1.8210, grad_norm: 6.0251 2020-08-06 18:45:51,734 - mmaction - INFO - Epoch [216][1820/3757] lr: 6.196e-03, eta: 1 day, 11:39:53, time: 0.809, data_time: 0.004, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7625, loss_cls: 1.8994, loss: 1.8994, grad_norm: 6.1388 2020-08-06 18:46:07,860 - mmaction - INFO - Epoch [216][1840/3757] lr: 6.196e-03, eta: 1 day, 11:39:36, time: 0.809, data_time: 0.006, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7844, loss_cls: 1.8458, loss: 1.8458, grad_norm: 5.8752 2020-08-06 18:46:23,904 - mmaction - INFO - Epoch [216][1860/3757] lr: 6.196e-03, eta: 1 day, 11:39:19, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7695, loss_cls: 1.9537, loss: 1.9537, grad_norm: 6.0711 2020-08-06 18:46:39,905 - mmaction - INFO - Epoch [216][1880/3757] lr: 6.196e-03, eta: 1 day, 11:39:02, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7805, loss_cls: 1.9124, loss: 1.9124, grad_norm: 6.1331 2020-08-06 18:46:56,045 - mmaction - INFO - Epoch [216][1900/3757] lr: 6.196e-03, eta: 1 day, 11:38:44, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7711, loss_cls: 1.8909, loss: 1.8909, grad_norm: 5.7943 2020-08-06 18:47:12,071 - mmaction - INFO - Epoch [216][1920/3757] lr: 6.196e-03, eta: 1 day, 11:38:27, time: 0.803, data_time: 0.006, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7867, loss_cls: 1.8925, loss: 1.8925, grad_norm: 6.0524 2020-08-06 18:47:28,027 - mmaction - INFO - Epoch [216][1940/3757] lr: 6.196e-03, eta: 1 day, 11:38:10, time: 0.798, data_time: 0.002, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7891, loss_cls: 1.8216, loss: 1.8216, grad_norm: 5.8084 2020-08-06 18:47:43,977 - mmaction - INFO - Epoch [216][1960/3757] lr: 6.196e-03, eta: 1 day, 11:37:52, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7781, loss_cls: 1.9241, loss: 1.9241, grad_norm: 5.9156 2020-08-06 18:48:00,111 - mmaction - INFO - Epoch [216][1980/3757] lr: 6.196e-03, eta: 1 day, 11:37:35, time: 0.807, data_time: 0.003, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7664, loss_cls: 1.8967, loss: 1.8967, grad_norm: 5.7522 2020-08-06 18:48:15,997 - mmaction - INFO - Epoch [216][2000/3757] lr: 6.196e-03, eta: 1 day, 11:37:18, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8203, loss_cls: 1.7613, loss: 1.7613, grad_norm: 5.7084 2020-08-06 18:48:31,796 - mmaction - INFO - Epoch [216][2020/3757] lr: 6.196e-03, eta: 1 day, 11:37:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7664, loss_cls: 1.9501, loss: 1.9501, grad_norm: 6.2047 2020-08-06 18:48:47,623 - mmaction - INFO - Epoch [216][2040/3757] lr: 6.196e-03, eta: 1 day, 11:36:43, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7625, loss_cls: 1.9634, loss: 1.9634, grad_norm: 6.1933 2020-08-06 18:49:04,612 - mmaction - INFO - Epoch [216][2060/3757] lr: 6.196e-03, eta: 1 day, 11:36:26, time: 0.849, data_time: 0.003, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7703, loss_cls: 1.9002, loss: 1.9002, grad_norm: 6.0508 2020-08-06 18:49:20,435 - mmaction - INFO - Epoch [216][2080/3757] lr: 6.196e-03, eta: 1 day, 11:36:09, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7820, loss_cls: 1.9177, loss: 1.9177, grad_norm: 6.0341 2020-08-06 18:49:36,303 - mmaction - INFO - Epoch [216][2100/3757] lr: 6.196e-03, eta: 1 day, 11:35:52, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7820, loss_cls: 1.8666, loss: 1.8666, grad_norm: 5.9129 2020-08-06 18:49:52,133 - mmaction - INFO - Epoch [216][2120/3757] lr: 6.196e-03, eta: 1 day, 11:35:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7695, loss_cls: 1.9058, loss: 1.9058, grad_norm: 6.1491 2020-08-06 18:50:07,974 - mmaction - INFO - Epoch [216][2140/3757] lr: 6.196e-03, eta: 1 day, 11:35:17, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 1.9264, loss: 1.9264, grad_norm: 6.2011 2020-08-06 18:50:23,771 - mmaction - INFO - Epoch [216][2160/3757] lr: 6.196e-03, eta: 1 day, 11:35:00, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7672, loss_cls: 1.9265, loss: 1.9265, grad_norm: 5.9668 2020-08-06 18:50:39,590 - mmaction - INFO - Epoch [216][2180/3757] lr: 6.196e-03, eta: 1 day, 11:34:42, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7836, loss_cls: 1.8464, loss: 1.8464, grad_norm: 5.8334 2020-08-06 18:50:55,368 - mmaction - INFO - Epoch [216][2200/3757] lr: 6.196e-03, eta: 1 day, 11:34:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5281, top5_acc: 0.7648, loss_cls: 1.9808, loss: 1.9808, grad_norm: 6.0863 2020-08-06 18:51:11,186 - mmaction - INFO - Epoch [216][2220/3757] lr: 6.196e-03, eta: 1 day, 11:34:08, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5938, top5_acc: 0.7969, loss_cls: 1.7704, loss: 1.7704, grad_norm: 5.6600 2020-08-06 18:51:26,950 - mmaction - INFO - Epoch [216][2240/3757] lr: 6.196e-03, eta: 1 day, 11:33:50, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7859, loss_cls: 1.8219, loss: 1.8219, grad_norm: 5.9152 2020-08-06 18:51:42,801 - mmaction - INFO - Epoch [216][2260/3757] lr: 6.196e-03, eta: 1 day, 11:33:33, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7758, loss_cls: 1.9073, loss: 1.9073, grad_norm: 5.9881 2020-08-06 18:51:58,659 - mmaction - INFO - Epoch [216][2280/3757] lr: 6.196e-03, eta: 1 day, 11:33:16, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7852, loss_cls: 1.7844, loss: 1.7844, grad_norm: 5.8262 2020-08-06 18:52:14,568 - mmaction - INFO - Epoch [216][2300/3757] lr: 6.196e-03, eta: 1 day, 11:32:58, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7742, loss_cls: 1.9155, loss: 1.9155, grad_norm: 6.0906 2020-08-06 18:52:30,256 - mmaction - INFO - Epoch [216][2320/3757] lr: 6.196e-03, eta: 1 day, 11:32:41, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7734, loss_cls: 1.8765, loss: 1.8765, grad_norm: 5.9678 2020-08-06 18:52:46,933 - mmaction - INFO - Epoch [216][2340/3757] lr: 6.196e-03, eta: 1 day, 11:32:24, time: 0.833, data_time: 0.003, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7852, loss_cls: 1.8380, loss: 1.8380, grad_norm: 6.1068 2020-08-06 18:53:02,738 - mmaction - INFO - Epoch [216][2360/3757] lr: 6.196e-03, eta: 1 day, 11:32:06, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7539, loss_cls: 2.0029, loss: 2.0029, grad_norm: 6.3177 2020-08-06 18:53:18,612 - mmaction - INFO - Epoch [216][2380/3757] lr: 6.196e-03, eta: 1 day, 11:31:49, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7758, loss_cls: 1.8879, loss: 1.8879, grad_norm: 6.0098 2020-08-06 18:53:34,442 - mmaction - INFO - Epoch [216][2400/3757] lr: 6.196e-03, eta: 1 day, 11:31:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7695, loss_cls: 1.8977, loss: 1.8977, grad_norm: 6.0179 2020-08-06 18:53:50,469 - mmaction - INFO - Epoch [216][2420/3757] lr: 6.196e-03, eta: 1 day, 11:31:15, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7602, loss_cls: 1.9611, loss: 1.9611, grad_norm: 6.0731 2020-08-06 18:54:07,177 - mmaction - INFO - Epoch [216][2440/3757] lr: 6.196e-03, eta: 1 day, 11:30:58, time: 0.835, data_time: 0.013, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7711, loss_cls: 1.9303, loss: 1.9303, grad_norm: 5.9611 2020-08-06 18:54:22,927 - mmaction - INFO - Epoch [216][2460/3757] lr: 6.196e-03, eta: 1 day, 11:30:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7859, loss_cls: 1.8033, loss: 1.8033, grad_norm: 5.7806 2020-08-06 18:54:38,734 - mmaction - INFO - Epoch [216][2480/3757] lr: 6.196e-03, eta: 1 day, 11:30:23, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5711, top5_acc: 0.8000, loss_cls: 1.7777, loss: 1.7777, grad_norm: 5.9284 2020-08-06 18:54:54,525 - mmaction - INFO - Epoch [216][2500/3757] lr: 6.196e-03, eta: 1 day, 11:30:06, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5750, top5_acc: 0.8008, loss_cls: 1.7851, loss: 1.7851, grad_norm: 6.0925 2020-08-06 18:55:10,353 - mmaction - INFO - Epoch [216][2520/3757] lr: 6.196e-03, eta: 1 day, 11:29:48, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5656, top5_acc: 0.8039, loss_cls: 1.8647, loss: 1.8647, grad_norm: 6.1202 2020-08-06 18:55:26,287 - mmaction - INFO - Epoch [216][2540/3757] lr: 6.196e-03, eta: 1 day, 11:29:31, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7828, loss_cls: 1.9077, loss: 1.9077, grad_norm: 6.2347 2020-08-06 18:55:41,990 - mmaction - INFO - Epoch [216][2560/3757] lr: 6.196e-03, eta: 1 day, 11:29:13, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7828, loss_cls: 1.8635, loss: 1.8635, grad_norm: 5.9377 2020-08-06 18:55:57,770 - mmaction - INFO - Epoch [216][2580/3757] lr: 6.196e-03, eta: 1 day, 11:28:56, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7797, loss_cls: 1.8245, loss: 1.8245, grad_norm: 6.0647 2020-08-06 18:56:13,677 - mmaction - INFO - Epoch [216][2600/3757] lr: 6.196e-03, eta: 1 day, 11:28:39, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7758, loss_cls: 1.9020, loss: 1.9020, grad_norm: 6.0446 2020-08-06 18:56:29,460 - mmaction - INFO - Epoch [216][2620/3757] lr: 6.196e-03, eta: 1 day, 11:28:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5789, top5_acc: 0.8055, loss_cls: 1.7534, loss: 1.7534, grad_norm: 5.8782 2020-08-06 18:56:45,294 - mmaction - INFO - Epoch [216][2640/3757] lr: 6.196e-03, eta: 1 day, 11:28:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7914, loss_cls: 1.9028, loss: 1.9028, grad_norm: 6.0945 2020-08-06 18:57:01,123 - mmaction - INFO - Epoch [216][2660/3757] lr: 6.196e-03, eta: 1 day, 11:27:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.8197, loss: 1.8197, grad_norm: 5.9944 2020-08-06 18:57:16,978 - mmaction - INFO - Epoch [216][2680/3757] lr: 6.196e-03, eta: 1 day, 11:27:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7719, loss_cls: 1.9349, loss: 1.9349, grad_norm: 6.0659 2020-08-06 18:57:32,798 - mmaction - INFO - Epoch [216][2700/3757] lr: 6.196e-03, eta: 1 day, 11:27:12, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7805, loss_cls: 1.8650, loss: 1.8650, grad_norm: 5.8600 2020-08-06 18:57:48,805 - mmaction - INFO - Epoch [216][2720/3757] lr: 6.196e-03, eta: 1 day, 11:26:55, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7859, loss_cls: 1.8707, loss: 1.8707, grad_norm: 6.1169 2020-08-06 18:58:04,632 - mmaction - INFO - Epoch [216][2740/3757] lr: 6.196e-03, eta: 1 day, 11:26:37, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7789, loss_cls: 1.8204, loss: 1.8204, grad_norm: 5.8932 2020-08-06 18:58:20,527 - mmaction - INFO - Epoch [216][2760/3757] lr: 6.196e-03, eta: 1 day, 11:26:20, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7898, loss_cls: 1.8059, loss: 1.8059, grad_norm: 5.8504 2020-08-06 18:58:36,368 - mmaction - INFO - Epoch [216][2780/3757] lr: 6.196e-03, eta: 1 day, 11:26:03, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7688, loss_cls: 1.9325, loss: 1.9325, grad_norm: 6.1816 2020-08-06 18:58:52,202 - mmaction - INFO - Epoch [216][2800/3757] lr: 6.196e-03, eta: 1 day, 11:25:45, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7727, loss_cls: 1.8979, loss: 1.8979, grad_norm: 5.9920 2020-08-06 18:59:07,934 - mmaction - INFO - Epoch [216][2820/3757] lr: 6.196e-03, eta: 1 day, 11:25:28, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7719, loss_cls: 1.9181, loss: 1.9181, grad_norm: 5.8205 2020-08-06 18:59:23,732 - mmaction - INFO - Epoch [216][2840/3757] lr: 6.196e-03, eta: 1 day, 11:25:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7898, loss_cls: 1.8357, loss: 1.8357, grad_norm: 5.8828 2020-08-06 18:59:39,533 - mmaction - INFO - Epoch [216][2860/3757] lr: 6.196e-03, eta: 1 day, 11:24:53, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7672, loss_cls: 1.9313, loss: 1.9313, grad_norm: 6.1248 2020-08-06 18:59:55,398 - mmaction - INFO - Epoch [216][2880/3757] lr: 6.196e-03, eta: 1 day, 11:24:36, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7891, loss_cls: 1.8114, loss: 1.8114, grad_norm: 6.1095 2020-08-06 19:00:17,638 - mmaction - INFO - Epoch [216][2900/3757] lr: 6.196e-03, eta: 1 day, 11:24:22, time: 1.109, data_time: 0.004, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7797, loss_cls: 1.8731, loss: 1.8731, grad_norm: 5.8642 2020-08-06 19:00:33,513 - mmaction - INFO - Epoch [216][2920/3757] lr: 6.196e-03, eta: 1 day, 11:24:04, time: 0.796, data_time: 0.006, memory: 6192, top1_acc: 0.5898, top5_acc: 0.7992, loss_cls: 1.7604, loss: 1.7604, grad_norm: 5.9137 2020-08-06 19:00:49,243 - mmaction - INFO - Epoch [216][2940/3757] lr: 6.196e-03, eta: 1 day, 11:23:47, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7805, loss_cls: 1.8869, loss: 1.8869, grad_norm: 5.9311 2020-08-06 19:01:05,413 - mmaction - INFO - Epoch [216][2960/3757] lr: 6.196e-03, eta: 1 day, 11:23:30, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7875, loss_cls: 1.8938, loss: 1.8938, grad_norm: 6.0482 2020-08-06 19:01:23,511 - mmaction - INFO - Epoch [216][2980/3757] lr: 6.196e-03, eta: 1 day, 11:23:13, time: 0.906, data_time: 0.004, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7852, loss_cls: 1.8797, loss: 1.8797, grad_norm: 5.9511 2020-08-06 19:01:39,596 - mmaction - INFO - Epoch [216][3000/3757] lr: 6.196e-03, eta: 1 day, 11:22:56, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7641, loss_cls: 1.9631, loss: 1.9631, grad_norm: 6.1515 2020-08-06 19:01:55,747 - mmaction - INFO - Epoch [216][3020/3757] lr: 6.196e-03, eta: 1 day, 11:22:39, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7672, loss_cls: 1.9628, loss: 1.9628, grad_norm: 5.9457 2020-08-06 19:02:11,923 - mmaction - INFO - Epoch [216][3040/3757] lr: 6.196e-03, eta: 1 day, 11:22:22, time: 0.809, data_time: 0.005, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7984, loss_cls: 1.8480, loss: 1.8480, grad_norm: 6.0235 2020-08-06 19:02:28,113 - mmaction - INFO - Epoch [216][3060/3757] lr: 6.196e-03, eta: 1 day, 11:22:05, time: 0.809, data_time: 0.004, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7836, loss_cls: 1.9167, loss: 1.9167, grad_norm: 6.2077 2020-08-06 19:02:44,429 - mmaction - INFO - Epoch [216][3080/3757] lr: 6.196e-03, eta: 1 day, 11:21:48, time: 0.817, data_time: 0.005, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7703, loss_cls: 1.9288, loss: 1.9288, grad_norm: 6.0945 2020-08-06 19:03:00,614 - mmaction - INFO - Epoch [216][3100/3757] lr: 6.196e-03, eta: 1 day, 11:21:30, time: 0.809, data_time: 0.004, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7633, loss_cls: 1.9270, loss: 1.9270, grad_norm: 5.9503 2020-08-06 19:03:16,498 - mmaction - INFO - Epoch [216][3120/3757] lr: 6.196e-03, eta: 1 day, 11:21:13, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7758, loss_cls: 1.9254, loss: 1.9254, grad_norm: 6.1476 2020-08-06 19:03:32,366 - mmaction - INFO - Epoch [216][3140/3757] lr: 6.196e-03, eta: 1 day, 11:20:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7937, loss_cls: 1.8182, loss: 1.8182, grad_norm: 6.1423 2020-08-06 19:03:48,177 - mmaction - INFO - Epoch [216][3160/3757] lr: 6.196e-03, eta: 1 day, 11:20:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7727, loss_cls: 1.9640, loss: 1.9640, grad_norm: 6.1350 2020-08-06 19:04:03,981 - mmaction - INFO - Epoch [216][3180/3757] lr: 6.196e-03, eta: 1 day, 11:20:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7734, loss_cls: 1.9312, loss: 1.9312, grad_norm: 6.0993 2020-08-06 19:04:19,763 - mmaction - INFO - Epoch [216][3200/3757] lr: 6.196e-03, eta: 1 day, 11:20:04, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7719, loss_cls: 1.9218, loss: 1.9218, grad_norm: 6.0672 2020-08-06 19:04:35,562 - mmaction - INFO - Epoch [216][3220/3757] lr: 6.196e-03, eta: 1 day, 11:19:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7625, loss_cls: 1.9839, loss: 1.9839, grad_norm: 6.0787 2020-08-06 19:04:51,399 - mmaction - INFO - Epoch [216][3240/3757] lr: 6.196e-03, eta: 1 day, 11:19:29, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7711, loss_cls: 1.9072, loss: 1.9072, grad_norm: 5.8592 2020-08-06 19:05:07,339 - mmaction - INFO - Epoch [216][3260/3757] lr: 6.196e-03, eta: 1 day, 11:19:12, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7836, loss_cls: 1.8987, loss: 1.8987, grad_norm: 5.8612 2020-08-06 19:05:23,074 - mmaction - INFO - Epoch [216][3280/3757] lr: 6.196e-03, eta: 1 day, 11:18:54, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7992, loss_cls: 1.7989, loss: 1.7989, grad_norm: 5.8327 2020-08-06 19:05:38,869 - mmaction - INFO - Epoch [216][3300/3757] lr: 6.196e-03, eta: 1 day, 11:18:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7609, loss_cls: 1.9682, loss: 1.9682, grad_norm: 6.0427 2020-08-06 19:05:54,606 - mmaction - INFO - Epoch [216][3320/3757] lr: 6.196e-03, eta: 1 day, 11:18:20, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5664, top5_acc: 0.8070, loss_cls: 1.8057, loss: 1.8057, grad_norm: 6.0857 2020-08-06 19:06:10,424 - mmaction - INFO - Epoch [216][3340/3757] lr: 6.196e-03, eta: 1 day, 11:18:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5852, top5_acc: 0.7969, loss_cls: 1.7554, loss: 1.7554, grad_norm: 5.8019 2020-08-06 19:06:26,231 - mmaction - INFO - Epoch [216][3360/3757] lr: 6.196e-03, eta: 1 day, 11:17:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7797, loss_cls: 1.9307, loss: 1.9307, grad_norm: 6.1251 2020-08-06 19:06:41,983 - mmaction - INFO - Epoch [216][3380/3757] lr: 6.196e-03, eta: 1 day, 11:17:27, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7734, loss_cls: 1.8985, loss: 1.8985, grad_norm: 6.1870 2020-08-06 19:06:57,770 - mmaction - INFO - Epoch [216][3400/3757] lr: 6.196e-03, eta: 1 day, 11:17:10, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7758, loss_cls: 1.8715, loss: 1.8715, grad_norm: 6.0307 2020-08-06 19:07:13,619 - mmaction - INFO - Epoch [216][3420/3757] lr: 6.196e-03, eta: 1 day, 11:16:53, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5336, top5_acc: 0.7656, loss_cls: 1.9806, loss: 1.9806, grad_norm: 6.1063 2020-08-06 19:07:29,363 - mmaction - INFO - Epoch [216][3440/3757] lr: 6.196e-03, eta: 1 day, 11:16:35, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.5867, top5_acc: 0.8016, loss_cls: 1.7972, loss: 1.7972, grad_norm: 5.8848 2020-08-06 19:07:45,212 - mmaction - INFO - Epoch [216][3460/3757] lr: 6.196e-03, eta: 1 day, 11:16:18, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5859, top5_acc: 0.8016, loss_cls: 1.8045, loss: 1.8045, grad_norm: 5.9542 2020-08-06 19:08:01,045 - mmaction - INFO - Epoch [216][3480/3757] lr: 6.196e-03, eta: 1 day, 11:16:01, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7641, loss_cls: 1.8882, loss: 1.8882, grad_norm: 5.9279 2020-08-06 19:08:16,878 - mmaction - INFO - Epoch [216][3500/3757] lr: 6.196e-03, eta: 1 day, 11:15:43, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7844, loss_cls: 1.8842, loss: 1.8842, grad_norm: 5.9821 2020-08-06 19:08:32,753 - mmaction - INFO - Epoch [216][3520/3757] lr: 6.196e-03, eta: 1 day, 11:15:26, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5789, top5_acc: 0.8031, loss_cls: 1.8344, loss: 1.8344, grad_norm: 6.0686 2020-08-06 19:08:48,613 - mmaction - INFO - Epoch [216][3540/3757] lr: 6.196e-03, eta: 1 day, 11:15:09, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7805, loss_cls: 1.9278, loss: 1.9278, grad_norm: 6.1546 2020-08-06 19:09:04,424 - mmaction - INFO - Epoch [216][3560/3757] lr: 6.196e-03, eta: 1 day, 11:14:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5445, top5_acc: 0.7789, loss_cls: 1.9030, loss: 1.9030, grad_norm: 6.0287 2020-08-06 19:09:20,330 - mmaction - INFO - Epoch [216][3580/3757] lr: 6.196e-03, eta: 1 day, 11:14:34, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7797, loss_cls: 1.8625, loss: 1.8625, grad_norm: 6.0262 2020-08-06 19:09:36,257 - mmaction - INFO - Epoch [216][3600/3757] lr: 6.196e-03, eta: 1 day, 11:14:17, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7812, loss_cls: 1.8727, loss: 1.8727, grad_norm: 6.0711 2020-08-06 19:09:56,619 - mmaction - INFO - Epoch [216][3620/3757] lr: 6.196e-03, eta: 1 day, 11:14:02, time: 1.019, data_time: 0.005, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7664, loss_cls: 1.9808, loss: 1.9808, grad_norm: 6.0385 2020-08-06 19:10:15,222 - mmaction - INFO - Epoch [216][3640/3757] lr: 6.196e-03, eta: 1 day, 11:13:45, time: 0.931, data_time: 0.004, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7875, loss_cls: 1.8637, loss: 1.8637, grad_norm: 6.0637 2020-08-06 19:10:34,713 - mmaction - INFO - Epoch [216][3660/3757] lr: 6.196e-03, eta: 1 day, 11:13:30, time: 0.973, data_time: 0.103, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7906, loss_cls: 1.9094, loss: 1.9094, grad_norm: 6.1014 2020-08-06 19:10:52,672 - mmaction - INFO - Epoch [216][3680/3757] lr: 6.196e-03, eta: 1 day, 11:13:13, time: 0.898, data_time: 0.005, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7789, loss_cls: 1.9234, loss: 1.9234, grad_norm: 6.0711 2020-08-06 19:11:09,223 - mmaction - INFO - Epoch [216][3700/3757] lr: 6.196e-03, eta: 1 day, 11:12:56, time: 0.827, data_time: 0.002, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7859, loss_cls: 1.8758, loss: 1.8758, grad_norm: 6.0822 2020-08-06 19:11:25,121 - mmaction - INFO - Epoch [216][3720/3757] lr: 6.196e-03, eta: 1 day, 11:12:39, time: 0.797, data_time: 0.006, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7758, loss_cls: 1.9030, loss: 1.9030, grad_norm: 5.9348 2020-08-06 19:11:41,718 - mmaction - INFO - Epoch [216][3740/3757] lr: 6.196e-03, eta: 1 day, 11:12:22, time: 0.830, data_time: 0.003, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7984, loss_cls: 1.8212, loss: 1.8212, grad_norm: 5.8835 2020-08-06 19:12:17,592 - mmaction - INFO - Saving checkpoint at 216 epochs 2020-08-06 19:15:24,865 - mmaction - INFO - Epoch [217][20/3757] lr: 5.904e-03, eta: 1 day, 11:13:01, time: 9.299, data_time: 8.465, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7711, loss_cls: 1.8398, loss: 1.8398, grad_norm: 5.9436 2020-08-06 19:15:40,647 - mmaction - INFO - Epoch [217][40/3757] lr: 5.904e-03, eta: 1 day, 11:12:44, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7844, loss_cls: 1.9175, loss: 1.9175, grad_norm: 6.0334 2020-08-06 19:15:56,403 - mmaction - INFO - Epoch [217][60/3757] lr: 5.904e-03, eta: 1 day, 11:12:27, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7820, loss_cls: 1.8744, loss: 1.8744, grad_norm: 5.7392 2020-08-06 19:16:12,241 - mmaction - INFO - Epoch [217][80/3757] lr: 5.904e-03, eta: 1 day, 11:12:09, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7742, loss_cls: 1.8651, loss: 1.8651, grad_norm: 5.8939 2020-08-06 19:16:28,072 - mmaction - INFO - Epoch [217][100/3757] lr: 5.904e-03, eta: 1 day, 11:11:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7711, loss_cls: 1.8988, loss: 1.8988, grad_norm: 6.2361 2020-08-06 19:16:43,874 - mmaction - INFO - Epoch [217][120/3757] lr: 5.904e-03, eta: 1 day, 11:11:34, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7859, loss_cls: 1.8212, loss: 1.8212, grad_norm: 5.8311 2020-08-06 19:16:59,713 - mmaction - INFO - Epoch [217][140/3757] lr: 5.904e-03, eta: 1 day, 11:11:17, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7812, loss_cls: 1.8143, loss: 1.8143, grad_norm: 5.8465 2020-08-06 19:17:15,598 - mmaction - INFO - Epoch [217][160/3757] lr: 5.904e-03, eta: 1 day, 11:11:00, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7906, loss_cls: 1.8171, loss: 1.8171, grad_norm: 6.0267 2020-08-06 19:17:31,507 - mmaction - INFO - Epoch [217][180/3757] lr: 5.904e-03, eta: 1 day, 11:10:42, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7789, loss_cls: 1.9608, loss: 1.9608, grad_norm: 5.9264 2020-08-06 19:17:47,288 - mmaction - INFO - Epoch [217][200/3757] lr: 5.904e-03, eta: 1 day, 11:10:25, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7906, loss_cls: 1.8560, loss: 1.8560, grad_norm: 5.9269 2020-08-06 19:18:03,210 - mmaction - INFO - Epoch [217][220/3757] lr: 5.904e-03, eta: 1 day, 11:10:08, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7680, loss_cls: 1.9600, loss: 1.9600, grad_norm: 6.1274 2020-08-06 19:18:19,038 - mmaction - INFO - Epoch [217][240/3757] lr: 5.904e-03, eta: 1 day, 11:09:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7742, loss_cls: 1.8776, loss: 1.8776, grad_norm: 5.8236 2020-08-06 19:18:34,872 - mmaction - INFO - Epoch [217][260/3757] lr: 5.904e-03, eta: 1 day, 11:09:33, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7875, loss_cls: 1.8438, loss: 1.8438, grad_norm: 5.9402 2020-08-06 19:18:50,692 - mmaction - INFO - Epoch [217][280/3757] lr: 5.904e-03, eta: 1 day, 11:09:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5805, top5_acc: 0.7977, loss_cls: 1.7951, loss: 1.7951, grad_norm: 6.0319 2020-08-06 19:19:06,549 - mmaction - INFO - Epoch [217][300/3757] lr: 5.904e-03, eta: 1 day, 11:08:58, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7750, loss_cls: 1.8852, loss: 1.8852, grad_norm: 5.9508 2020-08-06 19:19:22,344 - mmaction - INFO - Epoch [217][320/3757] lr: 5.904e-03, eta: 1 day, 11:08:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7875, loss_cls: 1.8274, loss: 1.8274, grad_norm: 5.8308 2020-08-06 19:19:38,213 - mmaction - INFO - Epoch [217][340/3757] lr: 5.904e-03, eta: 1 day, 11:08:24, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5734, top5_acc: 0.8063, loss_cls: 1.7512, loss: 1.7512, grad_norm: 6.0384 2020-08-06 19:19:54,169 - mmaction - INFO - Epoch [217][360/3757] lr: 5.904e-03, eta: 1 day, 11:08:06, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7750, loss_cls: 1.9271, loss: 1.9271, grad_norm: 5.9268 2020-08-06 19:20:09,975 - mmaction - INFO - Epoch [217][380/3757] lr: 5.904e-03, eta: 1 day, 11:07:49, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7742, loss_cls: 1.8844, loss: 1.8844, grad_norm: 5.9222 2020-08-06 19:20:25,788 - mmaction - INFO - Epoch [217][400/3757] lr: 5.904e-03, eta: 1 day, 11:07:32, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7773, loss_cls: 1.8260, loss: 1.8260, grad_norm: 5.9914 2020-08-06 19:20:41,534 - mmaction - INFO - Epoch [217][420/3757] lr: 5.904e-03, eta: 1 day, 11:07:14, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7836, loss_cls: 1.9083, loss: 1.9083, grad_norm: 5.9496 2020-08-06 19:20:57,499 - mmaction - INFO - Epoch [217][440/3757] lr: 5.904e-03, eta: 1 day, 11:06:57, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7734, loss_cls: 1.8961, loss: 1.8961, grad_norm: 6.0932 2020-08-06 19:21:13,458 - mmaction - INFO - Epoch [217][460/3757] lr: 5.904e-03, eta: 1 day, 11:06:40, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.5789, top5_acc: 0.8078, loss_cls: 1.7744, loss: 1.7744, grad_norm: 5.8965 2020-08-06 19:21:29,556 - mmaction - INFO - Epoch [217][480/3757] lr: 5.904e-03, eta: 1 day, 11:06:23, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7875, loss_cls: 1.8190, loss: 1.8190, grad_norm: 6.1502 2020-08-06 19:21:45,604 - mmaction - INFO - Epoch [217][500/3757] lr: 5.904e-03, eta: 1 day, 11:06:05, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7719, loss_cls: 1.9410, loss: 1.9410, grad_norm: 6.2059 2020-08-06 19:22:03,294 - mmaction - INFO - Epoch [217][520/3757] lr: 5.904e-03, eta: 1 day, 11:05:49, time: 0.884, data_time: 0.005, memory: 6192, top1_acc: 0.5805, top5_acc: 0.7844, loss_cls: 1.8065, loss: 1.8065, grad_norm: 5.9504 2020-08-06 19:22:19,292 - mmaction - INFO - Epoch [217][540/3757] lr: 5.904e-03, eta: 1 day, 11:05:32, time: 0.801, data_time: 0.005, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7695, loss_cls: 1.9147, loss: 1.9147, grad_norm: 6.1022 2020-08-06 19:22:37,669 - mmaction - INFO - Epoch [217][560/3757] lr: 5.904e-03, eta: 1 day, 11:05:15, time: 0.920, data_time: 0.004, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7711, loss_cls: 1.8909, loss: 1.8909, grad_norm: 5.8655 2020-08-06 19:22:55,488 - mmaction - INFO - Epoch [217][580/3757] lr: 5.904e-03, eta: 1 day, 11:04:59, time: 0.890, data_time: 0.003, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7828, loss_cls: 1.8243, loss: 1.8243, grad_norm: 5.9539 2020-08-06 19:23:11,541 - mmaction - INFO - Epoch [217][600/3757] lr: 5.904e-03, eta: 1 day, 11:04:42, time: 0.803, data_time: 0.001, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7812, loss_cls: 1.8747, loss: 1.8747, grad_norm: 6.0306 2020-08-06 19:23:27,609 - mmaction - INFO - Epoch [217][620/3757] lr: 5.904e-03, eta: 1 day, 11:04:24, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7781, loss_cls: 1.8516, loss: 1.8516, grad_norm: 5.9448 2020-08-06 19:23:43,619 - mmaction - INFO - Epoch [217][640/3757] lr: 5.904e-03, eta: 1 day, 11:04:07, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8016, loss_cls: 1.7348, loss: 1.7348, grad_norm: 5.8017 2020-08-06 19:23:59,460 - mmaction - INFO - Epoch [217][660/3757] lr: 5.904e-03, eta: 1 day, 11:03:50, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7898, loss_cls: 1.8232, loss: 1.8232, grad_norm: 5.8782 2020-08-06 19:24:15,316 - mmaction - INFO - Epoch [217][680/3757] lr: 5.904e-03, eta: 1 day, 11:03:32, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7953, loss_cls: 1.8186, loss: 1.8186, grad_norm: 5.9869 2020-08-06 19:24:31,134 - mmaction - INFO - Epoch [217][700/3757] lr: 5.904e-03, eta: 1 day, 11:03:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7961, loss_cls: 1.8410, loss: 1.8410, grad_norm: 6.0590 2020-08-06 19:24:47,037 - mmaction - INFO - Epoch [217][720/3757] lr: 5.904e-03, eta: 1 day, 11:02:58, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5609, top5_acc: 0.8000, loss_cls: 1.8165, loss: 1.8165, grad_norm: 6.1280 2020-08-06 19:25:03,015 - mmaction - INFO - Epoch [217][740/3757] lr: 5.904e-03, eta: 1 day, 11:02:41, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7781, loss_cls: 1.9402, loss: 1.9402, grad_norm: 6.0579 2020-08-06 19:25:18,735 - mmaction - INFO - Epoch [217][760/3757] lr: 5.904e-03, eta: 1 day, 11:02:23, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5898, top5_acc: 0.7945, loss_cls: 1.7668, loss: 1.7668, grad_norm: 5.8903 2020-08-06 19:25:34,536 - mmaction - INFO - Epoch [217][780/3757] lr: 5.904e-03, eta: 1 day, 11:02:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5844, top5_acc: 0.8000, loss_cls: 1.7844, loss: 1.7844, grad_norm: 5.9358 2020-08-06 19:25:50,287 - mmaction - INFO - Epoch [217][800/3757] lr: 5.904e-03, eta: 1 day, 11:01:48, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7898, loss_cls: 1.8547, loss: 1.8547, grad_norm: 5.9808 2020-08-06 19:26:06,115 - mmaction - INFO - Epoch [217][820/3757] lr: 5.904e-03, eta: 1 day, 11:01:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7969, loss_cls: 1.8494, loss: 1.8494, grad_norm: 5.9639 2020-08-06 19:26:21,945 - mmaction - INFO - Epoch [217][840/3757] lr: 5.904e-03, eta: 1 day, 11:01:14, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7758, loss_cls: 1.8991, loss: 1.8991, grad_norm: 6.0521 2020-08-06 19:26:37,758 - mmaction - INFO - Epoch [217][860/3757] lr: 5.904e-03, eta: 1 day, 11:00:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7594, loss_cls: 2.0187, loss: 2.0187, grad_norm: 6.2790 2020-08-06 19:26:53,603 - mmaction - INFO - Epoch [217][880/3757] lr: 5.904e-03, eta: 1 day, 11:00:39, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7906, loss_cls: 1.7909, loss: 1.7909, grad_norm: 5.9607 2020-08-06 19:27:09,406 - mmaction - INFO - Epoch [217][900/3757] lr: 5.904e-03, eta: 1 day, 11:00:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7945, loss_cls: 1.7778, loss: 1.7778, grad_norm: 5.8196 2020-08-06 19:27:25,169 - mmaction - INFO - Epoch [217][920/3757] lr: 5.904e-03, eta: 1 day, 11:00:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5852, top5_acc: 0.7953, loss_cls: 1.7731, loss: 1.7731, grad_norm: 6.0723 2020-08-06 19:27:40,923 - mmaction - INFO - Epoch [217][940/3757] lr: 5.904e-03, eta: 1 day, 10:59:47, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7859, loss_cls: 1.8050, loss: 1.8050, grad_norm: 6.1293 2020-08-06 19:27:56,786 - mmaction - INFO - Epoch [217][960/3757] lr: 5.904e-03, eta: 1 day, 10:59:30, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7937, loss_cls: 1.8504, loss: 1.8504, grad_norm: 6.0118 2020-08-06 19:28:12,585 - mmaction - INFO - Epoch [217][980/3757] lr: 5.904e-03, eta: 1 day, 10:59:12, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7727, loss_cls: 1.9251, loss: 1.9251, grad_norm: 5.9570 2020-08-06 19:28:28,441 - mmaction - INFO - Epoch [217][1000/3757] lr: 5.904e-03, eta: 1 day, 10:58:55, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7836, loss_cls: 1.8668, loss: 1.8668, grad_norm: 6.0599 2020-08-06 19:28:44,655 - mmaction - INFO - Epoch [217][1020/3757] lr: 5.904e-03, eta: 1 day, 10:58:38, time: 0.811, data_time: 0.005, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7719, loss_cls: 1.9392, loss: 1.9392, grad_norm: 6.3094 2020-08-06 19:29:00,716 - mmaction - INFO - Epoch [217][1040/3757] lr: 5.904e-03, eta: 1 day, 10:58:21, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.5805, top5_acc: 0.7937, loss_cls: 1.8197, loss: 1.8197, grad_norm: 6.1137 2020-08-06 19:29:17,051 - mmaction - INFO - Epoch [217][1060/3757] lr: 5.904e-03, eta: 1 day, 10:58:03, time: 0.816, data_time: 0.011, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7812, loss_cls: 1.9317, loss: 1.9317, grad_norm: 6.1939 2020-08-06 19:29:33,164 - mmaction - INFO - Epoch [217][1080/3757] lr: 5.904e-03, eta: 1 day, 10:57:46, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8165, loss: 1.8165, grad_norm: 6.1009 2020-08-06 19:29:54,448 - mmaction - INFO - Epoch [217][1100/3757] lr: 5.904e-03, eta: 1 day, 10:57:31, time: 1.065, data_time: 0.230, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7750, loss_cls: 1.8986, loss: 1.8986, grad_norm: 6.1437 2020-08-06 19:30:10,976 - mmaction - INFO - Epoch [217][1120/3757] lr: 5.904e-03, eta: 1 day, 10:57:14, time: 0.825, data_time: 0.003, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7961, loss_cls: 1.8270, loss: 1.8270, grad_norm: 6.1244 2020-08-06 19:30:27,127 - mmaction - INFO - Epoch [217][1140/3757] lr: 5.904e-03, eta: 1 day, 10:56:57, time: 0.809, data_time: 0.002, memory: 6192, top1_acc: 0.5852, top5_acc: 0.8031, loss_cls: 1.7730, loss: 1.7730, grad_norm: 5.9149 2020-08-06 19:30:43,091 - mmaction - INFO - Epoch [217][1160/3757] lr: 5.904e-03, eta: 1 day, 10:56:40, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7961, loss_cls: 1.8132, loss: 1.8132, grad_norm: 6.0999 2020-08-06 19:30:58,881 - mmaction - INFO - Epoch [217][1180/3757] lr: 5.904e-03, eta: 1 day, 10:56:22, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7758, loss_cls: 1.8317, loss: 1.8317, grad_norm: 6.0114 2020-08-06 19:31:14,725 - mmaction - INFO - Epoch [217][1200/3757] lr: 5.904e-03, eta: 1 day, 10:56:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7836, loss_cls: 1.8431, loss: 1.8431, grad_norm: 6.1267 2020-08-06 19:31:30,525 - mmaction - INFO - Epoch [217][1220/3757] lr: 5.904e-03, eta: 1 day, 10:55:48, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.8737, loss: 1.8737, grad_norm: 6.0975 2020-08-06 19:31:46,281 - mmaction - INFO - Epoch [217][1240/3757] lr: 5.904e-03, eta: 1 day, 10:55:30, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7828, loss_cls: 1.9201, loss: 1.9201, grad_norm: 6.2492 2020-08-06 19:32:02,072 - mmaction - INFO - Epoch [217][1260/3757] lr: 5.904e-03, eta: 1 day, 10:55:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7906, loss_cls: 1.7877, loss: 1.7877, grad_norm: 6.0753 2020-08-06 19:32:17,876 - mmaction - INFO - Epoch [217][1280/3757] lr: 5.904e-03, eta: 1 day, 10:54:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7875, loss_cls: 1.8086, loss: 1.8086, grad_norm: 5.9777 2020-08-06 19:32:33,741 - mmaction - INFO - Epoch [217][1300/3757] lr: 5.904e-03, eta: 1 day, 10:54:38, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7914, loss_cls: 1.8542, loss: 1.8542, grad_norm: 5.9463 2020-08-06 19:32:49,667 - mmaction - INFO - Epoch [217][1320/3757] lr: 5.904e-03, eta: 1 day, 10:54:21, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7812, loss_cls: 1.8666, loss: 1.8666, grad_norm: 6.0453 2020-08-06 19:33:05,391 - mmaction - INFO - Epoch [217][1340/3757] lr: 5.904e-03, eta: 1 day, 10:54:04, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7859, loss_cls: 1.9015, loss: 1.9015, grad_norm: 6.2043 2020-08-06 19:33:21,181 - mmaction - INFO - Epoch [217][1360/3757] lr: 5.904e-03, eta: 1 day, 10:53:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7734, loss_cls: 1.9510, loss: 1.9510, grad_norm: 6.2116 2020-08-06 19:33:37,065 - mmaction - INFO - Epoch [217][1380/3757] lr: 5.904e-03, eta: 1 day, 10:53:29, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7656, loss_cls: 1.9033, loss: 1.9033, grad_norm: 6.0127 2020-08-06 19:33:52,862 - mmaction - INFO - Epoch [217][1400/3757] lr: 5.904e-03, eta: 1 day, 10:53:12, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7797, loss_cls: 1.8723, loss: 1.8723, grad_norm: 6.1584 2020-08-06 19:34:08,692 - mmaction - INFO - Epoch [217][1420/3757] lr: 5.904e-03, eta: 1 day, 10:52:54, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7977, loss_cls: 1.8583, loss: 1.8583, grad_norm: 6.0879 2020-08-06 19:34:24,482 - mmaction - INFO - Epoch [217][1440/3757] lr: 5.904e-03, eta: 1 day, 10:52:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7977, loss_cls: 1.8195, loss: 1.8195, grad_norm: 6.1472 2020-08-06 19:34:40,336 - mmaction - INFO - Epoch [217][1460/3757] lr: 5.904e-03, eta: 1 day, 10:52:20, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5867, top5_acc: 0.8016, loss_cls: 1.7456, loss: 1.7456, grad_norm: 5.9373 2020-08-06 19:34:56,123 - mmaction - INFO - Epoch [217][1480/3757] lr: 5.904e-03, eta: 1 day, 10:52:02, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8063, loss_cls: 1.7289, loss: 1.7289, grad_norm: 5.8368 2020-08-06 19:35:11,774 - mmaction - INFO - Epoch [217][1500/3757] lr: 5.904e-03, eta: 1 day, 10:51:45, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7898, loss_cls: 1.8915, loss: 1.8915, grad_norm: 6.2518 2020-08-06 19:35:27,530 - mmaction - INFO - Epoch [217][1520/3757] lr: 5.904e-03, eta: 1 day, 10:51:27, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7969, loss_cls: 1.8456, loss: 1.8456, grad_norm: 6.1568 2020-08-06 19:35:43,399 - mmaction - INFO - Epoch [217][1540/3757] lr: 5.904e-03, eta: 1 day, 10:51:10, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5969, top5_acc: 0.7977, loss_cls: 1.7596, loss: 1.7596, grad_norm: 5.9886 2020-08-06 19:35:59,237 - mmaction - INFO - Epoch [217][1560/3757] lr: 5.904e-03, eta: 1 day, 10:50:53, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7828, loss_cls: 1.8504, loss: 1.8504, grad_norm: 6.2256 2020-08-06 19:36:15,056 - mmaction - INFO - Epoch [217][1580/3757] lr: 5.904e-03, eta: 1 day, 10:50:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5570, top5_acc: 0.8008, loss_cls: 1.8537, loss: 1.8537, grad_norm: 6.0643 2020-08-06 19:36:30,840 - mmaction - INFO - Epoch [217][1600/3757] lr: 5.904e-03, eta: 1 day, 10:50:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7898, loss_cls: 1.8506, loss: 1.8506, grad_norm: 6.0135 2020-08-06 19:36:46,635 - mmaction - INFO - Epoch [217][1620/3757] lr: 5.904e-03, eta: 1 day, 10:50:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7641, loss_cls: 1.9878, loss: 1.9878, grad_norm: 6.1045 2020-08-06 19:37:02,483 - mmaction - INFO - Epoch [217][1640/3757] lr: 5.904e-03, eta: 1 day, 10:49:43, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5930, top5_acc: 0.8109, loss_cls: 1.7484, loss: 1.7484, grad_norm: 5.9112 2020-08-06 19:37:18,203 - mmaction - INFO - Epoch [217][1660/3757] lr: 5.904e-03, eta: 1 day, 10:49:26, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5852, top5_acc: 0.8008, loss_cls: 1.7909, loss: 1.7909, grad_norm: 6.0175 2020-08-06 19:37:34,124 - mmaction - INFO - Epoch [217][1680/3757] lr: 5.904e-03, eta: 1 day, 10:49:09, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7680, loss_cls: 1.9070, loss: 1.9070, grad_norm: 6.0500 2020-08-06 19:37:50,183 - mmaction - INFO - Epoch [217][1700/3757] lr: 5.904e-03, eta: 1 day, 10:48:52, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.5273, top5_acc: 0.7719, loss_cls: 1.9660, loss: 1.9660, grad_norm: 6.2053 2020-08-06 19:38:10,517 - mmaction - INFO - Epoch [217][1720/3757] lr: 5.904e-03, eta: 1 day, 10:48:36, time: 1.017, data_time: 0.220, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7781, loss_cls: 1.8752, loss: 1.8752, grad_norm: 6.0369 2020-08-06 19:38:28,659 - mmaction - INFO - Epoch [217][1740/3757] lr: 5.904e-03, eta: 1 day, 10:48:20, time: 0.907, data_time: 0.003, memory: 6192, top1_acc: 0.5750, top5_acc: 0.8047, loss_cls: 1.7906, loss: 1.7906, grad_norm: 5.9162 2020-08-06 19:38:44,699 - mmaction - INFO - Epoch [217][1760/3757] lr: 5.904e-03, eta: 1 day, 10:48:03, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7711, loss_cls: 1.9199, loss: 1.9199, grad_norm: 5.9231 2020-08-06 19:39:00,801 - mmaction - INFO - Epoch [217][1780/3757] lr: 5.904e-03, eta: 1 day, 10:47:45, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7852, loss_cls: 1.8680, loss: 1.8680, grad_norm: 5.9271 2020-08-06 19:39:18,195 - mmaction - INFO - Epoch [217][1800/3757] lr: 5.904e-03, eta: 1 day, 10:47:29, time: 0.870, data_time: 0.004, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7883, loss_cls: 1.8704, loss: 1.8704, grad_norm: 6.0954 2020-08-06 19:39:34,190 - mmaction - INFO - Epoch [217][1820/3757] lr: 5.904e-03, eta: 1 day, 10:47:12, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7867, loss_cls: 1.8570, loss: 1.8570, grad_norm: 5.9620 2020-08-06 19:39:50,143 - mmaction - INFO - Epoch [217][1840/3757] lr: 5.904e-03, eta: 1 day, 10:46:54, time: 0.798, data_time: 0.006, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7937, loss_cls: 1.8166, loss: 1.8166, grad_norm: 5.9535 2020-08-06 19:40:06,127 - mmaction - INFO - Epoch [217][1860/3757] lr: 5.904e-03, eta: 1 day, 10:46:37, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7891, loss_cls: 1.8581, loss: 1.8581, grad_norm: 6.0056 2020-08-06 19:40:21,888 - mmaction - INFO - Epoch [217][1880/3757] lr: 5.904e-03, eta: 1 day, 10:46:20, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.5383, top5_acc: 0.7773, loss_cls: 1.8908, loss: 1.8908, grad_norm: 5.9524 2020-08-06 19:40:37,758 - mmaction - INFO - Epoch [217][1900/3757] lr: 5.904e-03, eta: 1 day, 10:46:02, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7891, loss_cls: 1.8542, loss: 1.8542, grad_norm: 5.7051 2020-08-06 19:40:53,616 - mmaction - INFO - Epoch [217][1920/3757] lr: 5.904e-03, eta: 1 day, 10:45:45, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7727, loss_cls: 1.9123, loss: 1.9123, grad_norm: 5.8191 2020-08-06 19:41:09,412 - mmaction - INFO - Epoch [217][1940/3757] lr: 5.904e-03, eta: 1 day, 10:45:28, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7984, loss_cls: 1.8238, loss: 1.8238, grad_norm: 6.0213 2020-08-06 19:41:25,235 - mmaction - INFO - Epoch [217][1960/3757] lr: 5.904e-03, eta: 1 day, 10:45:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7867, loss_cls: 1.8209, loss: 1.8209, grad_norm: 5.9444 2020-08-06 19:41:41,056 - mmaction - INFO - Epoch [217][1980/3757] lr: 5.904e-03, eta: 1 day, 10:44:53, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7672, loss_cls: 1.9466, loss: 1.9466, grad_norm: 6.2052 2020-08-06 19:41:56,856 - mmaction - INFO - Epoch [217][2000/3757] lr: 5.904e-03, eta: 1 day, 10:44:36, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5648, top5_acc: 0.8008, loss_cls: 1.7938, loss: 1.7938, grad_norm: 5.9214 2020-08-06 19:42:12,674 - mmaction - INFO - Epoch [217][2020/3757] lr: 5.904e-03, eta: 1 day, 10:44:18, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7984, loss_cls: 1.8077, loss: 1.8077, grad_norm: 6.0414 2020-08-06 19:42:28,642 - mmaction - INFO - Epoch [217][2040/3757] lr: 5.904e-03, eta: 1 day, 10:44:01, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7773, loss_cls: 1.8329, loss: 1.8329, grad_norm: 5.9676 2020-08-06 19:42:44,471 - mmaction - INFO - Epoch [217][2060/3757] lr: 5.904e-03, eta: 1 day, 10:43:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7844, loss_cls: 1.9209, loss: 1.9209, grad_norm: 6.0758 2020-08-06 19:43:00,324 - mmaction - INFO - Epoch [217][2080/3757] lr: 5.904e-03, eta: 1 day, 10:43:26, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7883, loss_cls: 1.8157, loss: 1.8157, grad_norm: 5.9516 2020-08-06 19:43:16,116 - mmaction - INFO - Epoch [217][2100/3757] lr: 5.904e-03, eta: 1 day, 10:43:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5734, top5_acc: 0.8078, loss_cls: 1.7876, loss: 1.7876, grad_norm: 6.0085 2020-08-06 19:43:32,016 - mmaction - INFO - Epoch [217][2120/3757] lr: 5.904e-03, eta: 1 day, 10:42:52, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7836, loss_cls: 1.8494, loss: 1.8494, grad_norm: 6.0971 2020-08-06 19:43:47,875 - mmaction - INFO - Epoch [217][2140/3757] lr: 5.904e-03, eta: 1 day, 10:42:34, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7922, loss_cls: 1.8611, loss: 1.8611, grad_norm: 6.0166 2020-08-06 19:44:03,755 - mmaction - INFO - Epoch [217][2160/3757] lr: 5.904e-03, eta: 1 day, 10:42:17, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7812, loss_cls: 1.8828, loss: 1.8828, grad_norm: 5.9819 2020-08-06 19:44:19,615 - mmaction - INFO - Epoch [217][2180/3757] lr: 5.904e-03, eta: 1 day, 10:42:00, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7906, loss_cls: 1.7919, loss: 1.7919, grad_norm: 6.1305 2020-08-06 19:44:35,388 - mmaction - INFO - Epoch [217][2200/3757] lr: 5.904e-03, eta: 1 day, 10:41:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5359, top5_acc: 0.7656, loss_cls: 1.9602, loss: 1.9602, grad_norm: 6.3557 2020-08-06 19:44:51,112 - mmaction - INFO - Epoch [217][2220/3757] lr: 5.904e-03, eta: 1 day, 10:41:25, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5789, top5_acc: 0.8039, loss_cls: 1.7755, loss: 1.7755, grad_norm: 5.9644 2020-08-06 19:45:07,041 - mmaction - INFO - Epoch [217][2240/3757] lr: 5.904e-03, eta: 1 day, 10:41:08, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7758, loss_cls: 1.9184, loss: 1.9184, grad_norm: 6.0196 2020-08-06 19:45:22,843 - mmaction - INFO - Epoch [217][2260/3757] lr: 5.904e-03, eta: 1 day, 10:40:50, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7945, loss_cls: 1.7758, loss: 1.7758, grad_norm: 6.0575 2020-08-06 19:45:38,641 - mmaction - INFO - Epoch [217][2280/3757] lr: 5.904e-03, eta: 1 day, 10:40:33, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7852, loss_cls: 1.8493, loss: 1.8493, grad_norm: 6.1507 2020-08-06 19:45:54,496 - mmaction - INFO - Epoch [217][2300/3757] lr: 5.904e-03, eta: 1 day, 10:40:16, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7805, loss_cls: 1.9099, loss: 1.9099, grad_norm: 6.1262 2020-08-06 19:46:10,437 - mmaction - INFO - Epoch [217][2320/3757] lr: 5.904e-03, eta: 1 day, 10:39:58, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7883, loss_cls: 1.8205, loss: 1.8205, grad_norm: 5.9112 2020-08-06 19:46:26,308 - mmaction - INFO - Epoch [217][2340/3757] lr: 5.904e-03, eta: 1 day, 10:39:41, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7758, loss_cls: 1.8712, loss: 1.8712, grad_norm: 6.2857 2020-08-06 19:46:42,242 - mmaction - INFO - Epoch [217][2360/3757] lr: 5.904e-03, eta: 1 day, 10:39:24, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5930, top5_acc: 0.8000, loss_cls: 1.7645, loss: 1.7645, grad_norm: 5.8146 2020-08-06 19:46:57,981 - mmaction - INFO - Epoch [217][2380/3757] lr: 5.904e-03, eta: 1 day, 10:39:06, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7906, loss_cls: 1.8507, loss: 1.8507, grad_norm: 5.9156 2020-08-06 19:47:13,869 - mmaction - INFO - Epoch [217][2400/3757] lr: 5.904e-03, eta: 1 day, 10:38:49, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7836, loss_cls: 1.8789, loss: 1.8789, grad_norm: 6.1512 2020-08-06 19:47:29,803 - mmaction - INFO - Epoch [217][2420/3757] lr: 5.904e-03, eta: 1 day, 10:38:32, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7797, loss_cls: 1.8066, loss: 1.8066, grad_norm: 5.9913 2020-08-06 19:47:45,608 - mmaction - INFO - Epoch [217][2440/3757] lr: 5.904e-03, eta: 1 day, 10:38:15, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5852, top5_acc: 0.8039, loss_cls: 1.7827, loss: 1.7827, grad_norm: 5.8282 2020-08-06 19:48:01,364 - mmaction - INFO - Epoch [217][2460/3757] lr: 5.904e-03, eta: 1 day, 10:37:57, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7672, loss_cls: 1.9896, loss: 1.9896, grad_norm: 6.4004 2020-08-06 19:48:17,191 - mmaction - INFO - Epoch [217][2480/3757] lr: 5.904e-03, eta: 1 day, 10:37:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7750, loss_cls: 1.9041, loss: 1.9041, grad_norm: 6.1893 2020-08-06 19:48:33,035 - mmaction - INFO - Epoch [217][2500/3757] lr: 5.904e-03, eta: 1 day, 10:37:22, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7852, loss_cls: 1.9067, loss: 1.9067, grad_norm: 5.9591 2020-08-06 19:48:48,891 - mmaction - INFO - Epoch [217][2520/3757] lr: 5.904e-03, eta: 1 day, 10:37:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5883, top5_acc: 0.7898, loss_cls: 1.7803, loss: 1.7803, grad_norm: 5.9628 2020-08-06 19:49:04,736 - mmaction - INFO - Epoch [217][2540/3757] lr: 5.904e-03, eta: 1 day, 10:36:48, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7812, loss_cls: 1.8954, loss: 1.8954, grad_norm: 6.1694 2020-08-06 19:49:20,578 - mmaction - INFO - Epoch [217][2560/3757] lr: 5.904e-03, eta: 1 day, 10:36:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7852, loss_cls: 1.9133, loss: 1.9133, grad_norm: 6.1256 2020-08-06 19:49:36,330 - mmaction - INFO - Epoch [217][2580/3757] lr: 5.904e-03, eta: 1 day, 10:36:13, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.7868, loss: 1.7868, grad_norm: 5.9751 2020-08-06 19:49:52,143 - mmaction - INFO - Epoch [217][2600/3757] lr: 5.904e-03, eta: 1 day, 10:35:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5570, top5_acc: 0.8023, loss_cls: 1.8480, loss: 1.8480, grad_norm: 6.1532 2020-08-06 19:50:07,975 - mmaction - INFO - Epoch [217][2620/3757] lr: 5.904e-03, eta: 1 day, 10:35:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7719, loss_cls: 1.9004, loss: 1.9004, grad_norm: 6.1479 2020-08-06 19:50:23,761 - mmaction - INFO - Epoch [217][2640/3757] lr: 5.904e-03, eta: 1 day, 10:35:21, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7656, loss_cls: 1.9274, loss: 1.9274, grad_norm: 6.2368 2020-08-06 19:50:39,607 - mmaction - INFO - Epoch [217][2660/3757] lr: 5.904e-03, eta: 1 day, 10:35:04, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.8706, loss: 1.8706, grad_norm: 6.0068 2020-08-06 19:50:55,413 - mmaction - INFO - Epoch [217][2680/3757] lr: 5.904e-03, eta: 1 day, 10:34:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7719, loss_cls: 1.9421, loss: 1.9421, grad_norm: 6.1799 2020-08-06 19:51:11,293 - mmaction - INFO - Epoch [217][2700/3757] lr: 5.904e-03, eta: 1 day, 10:34:29, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7781, loss_cls: 1.8766, loss: 1.8766, grad_norm: 6.1601 2020-08-06 19:51:27,104 - mmaction - INFO - Epoch [217][2720/3757] lr: 5.904e-03, eta: 1 day, 10:34:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7758, loss_cls: 1.8941, loss: 1.8941, grad_norm: 6.0646 2020-08-06 19:51:42,827 - mmaction - INFO - Epoch [217][2740/3757] lr: 5.904e-03, eta: 1 day, 10:33:54, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7898, loss_cls: 1.8924, loss: 1.8924, grad_norm: 5.9961 2020-08-06 19:51:58,658 - mmaction - INFO - Epoch [217][2760/3757] lr: 5.904e-03, eta: 1 day, 10:33:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7914, loss_cls: 1.8147, loss: 1.8147, grad_norm: 5.8604 2020-08-06 19:52:14,477 - mmaction - INFO - Epoch [217][2780/3757] lr: 5.904e-03, eta: 1 day, 10:33:20, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7750, loss_cls: 1.9350, loss: 1.9350, grad_norm: 6.2949 2020-08-06 19:52:30,276 - mmaction - INFO - Epoch [217][2800/3757] lr: 5.904e-03, eta: 1 day, 10:33:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7875, loss_cls: 1.8495, loss: 1.8495, grad_norm: 6.0472 2020-08-06 19:52:46,128 - mmaction - INFO - Epoch [217][2820/3757] lr: 5.904e-03, eta: 1 day, 10:32:45, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7812, loss_cls: 1.8790, loss: 1.8790, grad_norm: 6.1215 2020-08-06 19:53:01,926 - mmaction - INFO - Epoch [217][2840/3757] lr: 5.904e-03, eta: 1 day, 10:32:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7859, loss_cls: 1.8553, loss: 1.8553, grad_norm: 6.1362 2020-08-06 19:53:17,745 - mmaction - INFO - Epoch [217][2860/3757] lr: 5.904e-03, eta: 1 day, 10:32:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7977, loss_cls: 1.8278, loss: 1.8278, grad_norm: 6.0372 2020-08-06 19:53:33,557 - mmaction - INFO - Epoch [217][2880/3757] lr: 5.904e-03, eta: 1 day, 10:31:53, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7734, loss_cls: 1.8847, loss: 1.8847, grad_norm: 5.8834 2020-08-06 19:53:49,351 - mmaction - INFO - Epoch [217][2900/3757] lr: 5.904e-03, eta: 1 day, 10:31:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5789, top5_acc: 0.8047, loss_cls: 1.7587, loss: 1.7587, grad_norm: 5.9477 2020-08-06 19:54:05,228 - mmaction - INFO - Epoch [217][2920/3757] lr: 5.904e-03, eta: 1 day, 10:31:19, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7758, loss_cls: 1.9560, loss: 1.9560, grad_norm: 6.4094 2020-08-06 19:54:20,975 - mmaction - INFO - Epoch [217][2940/3757] lr: 5.904e-03, eta: 1 day, 10:31:01, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5297, top5_acc: 0.7492, loss_cls: 1.9951, loss: 1.9951, grad_norm: 6.2809 2020-08-06 19:54:36,742 - mmaction - INFO - Epoch [217][2960/3757] lr: 5.904e-03, eta: 1 day, 10:30:44, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7953, loss_cls: 1.8250, loss: 1.8250, grad_norm: 6.0900 2020-08-06 19:54:52,567 - mmaction - INFO - Epoch [217][2980/3757] lr: 5.904e-03, eta: 1 day, 10:30:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7875, loss_cls: 1.8550, loss: 1.8550, grad_norm: 6.2044 2020-08-06 19:55:08,362 - mmaction - INFO - Epoch [217][3000/3757] lr: 5.904e-03, eta: 1 day, 10:30:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7820, loss_cls: 1.8836, loss: 1.8836, grad_norm: 6.0794 2020-08-06 19:55:24,257 - mmaction - INFO - Epoch [217][3020/3757] lr: 5.904e-03, eta: 1 day, 10:29:52, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7906, loss_cls: 1.8395, loss: 1.8395, grad_norm: 6.0202 2020-08-06 19:55:40,021 - mmaction - INFO - Epoch [217][3040/3757] lr: 5.904e-03, eta: 1 day, 10:29:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7852, loss_cls: 1.8950, loss: 1.8950, grad_norm: 6.1749 2020-08-06 19:55:55,794 - mmaction - INFO - Epoch [217][3060/3757] lr: 5.904e-03, eta: 1 day, 10:29:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7766, loss_cls: 1.9063, loss: 1.9063, grad_norm: 6.0199 2020-08-06 19:56:11,560 - mmaction - INFO - Epoch [217][3080/3757] lr: 5.904e-03, eta: 1 day, 10:29:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7773, loss_cls: 1.9164, loss: 1.9164, grad_norm: 5.9950 2020-08-06 19:56:27,345 - mmaction - INFO - Epoch [217][3100/3757] lr: 5.904e-03, eta: 1 day, 10:28:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5852, top5_acc: 0.7844, loss_cls: 1.8017, loss: 1.8017, grad_norm: 5.8726 2020-08-06 19:56:43,207 - mmaction - INFO - Epoch [217][3120/3757] lr: 5.904e-03, eta: 1 day, 10:28:25, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7859, loss_cls: 1.8782, loss: 1.8782, grad_norm: 6.0972 2020-08-06 19:56:58,883 - mmaction - INFO - Epoch [217][3140/3757] lr: 5.904e-03, eta: 1 day, 10:28:08, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7930, loss_cls: 1.7450, loss: 1.7450, grad_norm: 5.8975 2020-08-06 19:57:14,570 - mmaction - INFO - Epoch [217][3160/3757] lr: 5.904e-03, eta: 1 day, 10:27:50, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7859, loss_cls: 1.8510, loss: 1.8510, grad_norm: 6.0704 2020-08-06 19:57:30,353 - mmaction - INFO - Epoch [217][3180/3757] lr: 5.904e-03, eta: 1 day, 10:27:33, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5852, top5_acc: 0.8055, loss_cls: 1.7024, loss: 1.7024, grad_norm: 5.8622 2020-08-06 19:57:46,101 - mmaction - INFO - Epoch [217][3200/3757] lr: 5.904e-03, eta: 1 day, 10:27:16, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7836, loss_cls: 1.8907, loss: 1.8907, grad_norm: 6.0458 2020-08-06 19:58:01,829 - mmaction - INFO - Epoch [217][3220/3757] lr: 5.904e-03, eta: 1 day, 10:26:58, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5539, top5_acc: 0.8000, loss_cls: 1.8177, loss: 1.8177, grad_norm: 6.1314 2020-08-06 19:58:17,666 - mmaction - INFO - Epoch [217][3240/3757] lr: 5.904e-03, eta: 1 day, 10:26:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7859, loss_cls: 1.8409, loss: 1.8409, grad_norm: 6.1187 2020-08-06 19:58:33,478 - mmaction - INFO - Epoch [217][3260/3757] lr: 5.904e-03, eta: 1 day, 10:26:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7875, loss_cls: 1.8775, loss: 1.8775, grad_norm: 6.0317 2020-08-06 19:58:49,290 - mmaction - INFO - Epoch [217][3280/3757] lr: 5.904e-03, eta: 1 day, 10:26:06, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7664, loss_cls: 1.9612, loss: 1.9612, grad_norm: 6.2137 2020-08-06 19:59:05,041 - mmaction - INFO - Epoch [217][3300/3757] lr: 5.904e-03, eta: 1 day, 10:25:49, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7891, loss_cls: 1.8746, loss: 1.8746, grad_norm: 6.0558 2020-08-06 19:59:20,868 - mmaction - INFO - Epoch [217][3320/3757] lr: 5.904e-03, eta: 1 day, 10:25:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7961, loss_cls: 1.8490, loss: 1.8490, grad_norm: 6.0278 2020-08-06 19:59:36,658 - mmaction - INFO - Epoch [217][3340/3757] lr: 5.904e-03, eta: 1 day, 10:25:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7797, loss_cls: 1.8803, loss: 1.8803, grad_norm: 6.1490 2020-08-06 19:59:52,415 - mmaction - INFO - Epoch [217][3360/3757] lr: 5.904e-03, eta: 1 day, 10:24:57, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7797, loss_cls: 1.8564, loss: 1.8564, grad_norm: 6.1167 2020-08-06 20:00:12,769 - mmaction - INFO - Epoch [217][3380/3757] lr: 5.904e-03, eta: 1 day, 10:24:42, time: 1.017, data_time: 0.008, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7906, loss_cls: 1.7903, loss: 1.7903, grad_norm: 6.1907 2020-08-06 20:00:28,681 - mmaction - INFO - Epoch [217][3400/3757] lr: 5.904e-03, eta: 1 day, 10:24:24, time: 0.797, data_time: 0.006, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7930, loss_cls: 1.8361, loss: 1.8361, grad_norm: 6.1739 2020-08-06 20:00:44,484 - mmaction - INFO - Epoch [217][3420/3757] lr: 5.904e-03, eta: 1 day, 10:24:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7977, loss_cls: 1.8088, loss: 1.8088, grad_norm: 6.1832 2020-08-06 20:01:00,309 - mmaction - INFO - Epoch [217][3440/3757] lr: 5.904e-03, eta: 1 day, 10:23:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5820, top5_acc: 0.8055, loss_cls: 1.7582, loss: 1.7582, grad_norm: 5.8773 2020-08-06 20:01:16,159 - mmaction - INFO - Epoch [217][3460/3757] lr: 5.904e-03, eta: 1 day, 10:23:32, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5430, top5_acc: 0.7617, loss_cls: 1.9680, loss: 1.9680, grad_norm: 6.4672 2020-08-06 20:01:31,920 - mmaction - INFO - Epoch [217][3480/3757] lr: 5.904e-03, eta: 1 day, 10:23:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5852, top5_acc: 0.7867, loss_cls: 1.8355, loss: 1.8355, grad_norm: 5.9433 2020-08-06 20:01:47,728 - mmaction - INFO - Epoch [217][3500/3757] lr: 5.904e-03, eta: 1 day, 10:22:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7812, loss_cls: 1.8075, loss: 1.8075, grad_norm: 6.0488 2020-08-06 20:02:03,588 - mmaction - INFO - Epoch [217][3520/3757] lr: 5.904e-03, eta: 1 day, 10:22:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7875, loss_cls: 1.8878, loss: 1.8878, grad_norm: 6.1512 2020-08-06 20:02:19,389 - mmaction - INFO - Epoch [217][3540/3757] lr: 5.904e-03, eta: 1 day, 10:22:23, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7891, loss_cls: 1.8031, loss: 1.8031, grad_norm: 6.0871 2020-08-06 20:02:35,287 - mmaction - INFO - Epoch [217][3560/3757] lr: 5.904e-03, eta: 1 day, 10:22:06, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7906, loss_cls: 1.8110, loss: 1.8110, grad_norm: 6.1613 2020-08-06 20:02:51,193 - mmaction - INFO - Epoch [217][3580/3757] lr: 5.904e-03, eta: 1 day, 10:21:48, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7805, loss_cls: 1.8866, loss: 1.8866, grad_norm: 6.1237 2020-08-06 20:03:06,949 - mmaction - INFO - Epoch [217][3600/3757] lr: 5.904e-03, eta: 1 day, 10:21:31, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7805, loss_cls: 1.8591, loss: 1.8591, grad_norm: 6.1943 2020-08-06 20:03:22,694 - mmaction - INFO - Epoch [217][3620/3757] lr: 5.904e-03, eta: 1 day, 10:21:14, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5898, top5_acc: 0.7930, loss_cls: 1.8220, loss: 1.8220, grad_norm: 5.9431 2020-08-06 20:03:38,446 - mmaction - INFO - Epoch [217][3640/3757] lr: 5.904e-03, eta: 1 day, 10:20:56, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7781, loss_cls: 1.9070, loss: 1.9070, grad_norm: 6.2421 2020-08-06 20:03:54,235 - mmaction - INFO - Epoch [217][3660/3757] lr: 5.904e-03, eta: 1 day, 10:20:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7734, loss_cls: 1.9268, loss: 1.9268, grad_norm: 6.0501 2020-08-06 20:04:10,176 - mmaction - INFO - Epoch [217][3680/3757] lr: 5.904e-03, eta: 1 day, 10:20:22, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7719, loss_cls: 1.9675, loss: 1.9675, grad_norm: 6.1172 2020-08-06 20:04:26,055 - mmaction - INFO - Epoch [217][3700/3757] lr: 5.904e-03, eta: 1 day, 10:20:04, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7648, loss_cls: 1.9411, loss: 1.9411, grad_norm: 6.1573 2020-08-06 20:04:41,907 - mmaction - INFO - Epoch [217][3720/3757] lr: 5.904e-03, eta: 1 day, 10:19:47, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7695, loss_cls: 1.9675, loss: 1.9675, grad_norm: 6.1980 2020-08-06 20:04:57,795 - mmaction - INFO - Epoch [217][3740/3757] lr: 5.904e-03, eta: 1 day, 10:19:30, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5820, top5_acc: 0.7742, loss_cls: 1.8644, loss: 1.8644, grad_norm: 5.8783 2020-08-06 20:08:07,081 - mmaction - INFO - Epoch [218][20/3757] lr: 5.618e-03, eta: 1 day, 10:19:58, time: 8.283, data_time: 7.391, memory: 6192, top1_acc: 0.5875, top5_acc: 0.8047, loss_cls: 1.7290, loss: 1.7290, grad_norm: 5.9221 2020-08-06 20:08:22,872 - mmaction - INFO - Epoch [218][40/3757] lr: 5.618e-03, eta: 1 day, 10:19:40, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7789, loss_cls: 1.8504, loss: 1.8504, grad_norm: 5.9877 2020-08-06 20:08:38,698 - mmaction - INFO - Epoch [218][60/3757] lr: 5.618e-03, eta: 1 day, 10:19:23, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7859, loss_cls: 1.8410, loss: 1.8410, grad_norm: 6.1101 2020-08-06 20:08:54,594 - mmaction - INFO - Epoch [218][80/3757] lr: 5.618e-03, eta: 1 day, 10:19:06, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5883, top5_acc: 0.7930, loss_cls: 1.7367, loss: 1.7367, grad_norm: 5.8877 2020-08-06 20:09:10,520 - mmaction - INFO - Epoch [218][100/3757] lr: 5.618e-03, eta: 1 day, 10:18:48, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5687, top5_acc: 0.8016, loss_cls: 1.8153, loss: 1.8153, grad_norm: 5.9655 2020-08-06 20:09:26,358 - mmaction - INFO - Epoch [218][120/3757] lr: 5.618e-03, eta: 1 day, 10:18:31, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7883, loss_cls: 1.7758, loss: 1.7758, grad_norm: 5.8639 2020-08-06 20:09:42,284 - mmaction - INFO - Epoch [218][140/3757] lr: 5.618e-03, eta: 1 day, 10:18:14, time: 0.796, data_time: 0.010, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7680, loss_cls: 1.9263, loss: 1.9263, grad_norm: 6.1281 2020-08-06 20:09:58,107 - mmaction - INFO - Epoch [218][160/3757] lr: 5.618e-03, eta: 1 day, 10:17:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7867, loss_cls: 1.8171, loss: 1.8171, grad_norm: 6.0745 2020-08-06 20:10:13,919 - mmaction - INFO - Epoch [218][180/3757] lr: 5.618e-03, eta: 1 day, 10:17:39, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7742, loss_cls: 1.8586, loss: 1.8586, grad_norm: 6.1482 2020-08-06 20:10:29,799 - mmaction - INFO - Epoch [218][200/3757] lr: 5.618e-03, eta: 1 day, 10:17:22, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5883, top5_acc: 0.8031, loss_cls: 1.7529, loss: 1.7529, grad_norm: 6.0496 2020-08-06 20:10:45,599 - mmaction - INFO - Epoch [218][220/3757] lr: 5.618e-03, eta: 1 day, 10:17:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.8039, loss_cls: 1.7534, loss: 1.7534, grad_norm: 6.0463 2020-08-06 20:11:01,455 - mmaction - INFO - Epoch [218][240/3757] lr: 5.618e-03, eta: 1 day, 10:16:47, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7937, loss_cls: 1.8079, loss: 1.8079, grad_norm: 6.2651 2020-08-06 20:11:17,290 - mmaction - INFO - Epoch [218][260/3757] lr: 5.618e-03, eta: 1 day, 10:16:30, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5922, top5_acc: 0.7992, loss_cls: 1.7694, loss: 1.7694, grad_norm: 6.0170 2020-08-06 20:11:33,208 - mmaction - INFO - Epoch [218][280/3757] lr: 5.618e-03, eta: 1 day, 10:16:12, time: 0.796, data_time: 0.008, memory: 6192, top1_acc: 0.5789, top5_acc: 0.8031, loss_cls: 1.7693, loss: 1.7693, grad_norm: 5.8873 2020-08-06 20:11:49,033 - mmaction - INFO - Epoch [218][300/3757] lr: 5.618e-03, eta: 1 day, 10:15:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.8130, loss: 1.8130, grad_norm: 6.1002 2020-08-06 20:12:04,921 - mmaction - INFO - Epoch [218][320/3757] lr: 5.618e-03, eta: 1 day, 10:15:38, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7883, loss_cls: 1.8918, loss: 1.8918, grad_norm: 6.2277 2020-08-06 20:12:20,775 - mmaction - INFO - Epoch [218][340/3757] lr: 5.618e-03, eta: 1 day, 10:15:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8047, loss_cls: 1.7523, loss: 1.7523, grad_norm: 5.8075 2020-08-06 20:12:36,664 - mmaction - INFO - Epoch [218][360/3757] lr: 5.618e-03, eta: 1 day, 10:15:03, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.5781, top5_acc: 0.8000, loss_cls: 1.7535, loss: 1.7535, grad_norm: 5.8900 2020-08-06 20:12:52,614 - mmaction - INFO - Epoch [218][380/3757] lr: 5.618e-03, eta: 1 day, 10:14:46, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5367, top5_acc: 0.7820, loss_cls: 1.9253, loss: 1.9253, grad_norm: 6.2124 2020-08-06 20:13:08,278 - mmaction - INFO - Epoch [218][400/3757] lr: 5.618e-03, eta: 1 day, 10:14:29, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7992, loss_cls: 1.8446, loss: 1.8446, grad_norm: 6.1209 2020-08-06 20:13:24,178 - mmaction - INFO - Epoch [218][420/3757] lr: 5.618e-03, eta: 1 day, 10:14:11, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5805, top5_acc: 0.8023, loss_cls: 1.7395, loss: 1.7395, grad_norm: 5.8953 2020-08-06 20:13:40,078 - mmaction - INFO - Epoch [218][440/3757] lr: 5.618e-03, eta: 1 day, 10:13:54, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7742, loss_cls: 1.8509, loss: 1.8509, grad_norm: 6.1300 2020-08-06 20:13:55,812 - mmaction - INFO - Epoch [218][460/3757] lr: 5.618e-03, eta: 1 day, 10:13:37, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5922, top5_acc: 0.8000, loss_cls: 1.8197, loss: 1.8197, grad_norm: 6.0882 2020-08-06 20:14:11,640 - mmaction - INFO - Epoch [218][480/3757] lr: 5.618e-03, eta: 1 day, 10:13:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5797, top5_acc: 0.8125, loss_cls: 1.7071, loss: 1.7071, grad_norm: 6.0462 2020-08-06 20:14:27,546 - mmaction - INFO - Epoch [218][500/3757] lr: 5.618e-03, eta: 1 day, 10:13:02, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5406, top5_acc: 0.7844, loss_cls: 1.9315, loss: 1.9315, grad_norm: 6.3554 2020-08-06 20:14:43,408 - mmaction - INFO - Epoch [218][520/3757] lr: 5.618e-03, eta: 1 day, 10:12:45, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5859, top5_acc: 0.7906, loss_cls: 1.7577, loss: 1.7577, grad_norm: 6.0416 2020-08-06 20:14:59,211 - mmaction - INFO - Epoch [218][540/3757] lr: 5.618e-03, eta: 1 day, 10:12:27, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7875, loss_cls: 1.7860, loss: 1.7860, grad_norm: 6.1642 2020-08-06 20:15:15,058 - mmaction - INFO - Epoch [218][560/3757] lr: 5.618e-03, eta: 1 day, 10:12:10, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5891, top5_acc: 0.7977, loss_cls: 1.7936, loss: 1.7936, grad_norm: 6.2090 2020-08-06 20:15:30,906 - mmaction - INFO - Epoch [218][580/3757] lr: 5.618e-03, eta: 1 day, 10:11:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5883, top5_acc: 0.8094, loss_cls: 1.7356, loss: 1.7356, grad_norm: 5.9535 2020-08-06 20:15:46,719 - mmaction - INFO - Epoch [218][600/3757] lr: 5.618e-03, eta: 1 day, 10:11:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7859, loss_cls: 1.8774, loss: 1.8774, grad_norm: 6.1429 2020-08-06 20:16:02,554 - mmaction - INFO - Epoch [218][620/3757] lr: 5.618e-03, eta: 1 day, 10:11:18, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7789, loss_cls: 1.8629, loss: 1.8629, grad_norm: 5.9794 2020-08-06 20:16:18,327 - mmaction - INFO - Epoch [218][640/3757] lr: 5.618e-03, eta: 1 day, 10:11:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7844, loss_cls: 1.8307, loss: 1.8307, grad_norm: 6.1057 2020-08-06 20:16:34,122 - mmaction - INFO - Epoch [218][660/3757] lr: 5.618e-03, eta: 1 day, 10:10:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7898, loss_cls: 1.8131, loss: 1.8131, grad_norm: 6.0238 2020-08-06 20:16:49,941 - mmaction - INFO - Epoch [218][680/3757] lr: 5.618e-03, eta: 1 day, 10:10:26, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7711, loss_cls: 1.8801, loss: 1.8801, grad_norm: 6.1714 2020-08-06 20:17:05,708 - mmaction - INFO - Epoch [218][700/3757] lr: 5.618e-03, eta: 1 day, 10:10:09, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7922, loss_cls: 1.7873, loss: 1.7873, grad_norm: 6.0845 2020-08-06 20:17:21,535 - mmaction - INFO - Epoch [218][720/3757] lr: 5.618e-03, eta: 1 day, 10:09:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5898, top5_acc: 0.7867, loss_cls: 1.8110, loss: 1.8110, grad_norm: 5.9649 2020-08-06 20:17:37,315 - mmaction - INFO - Epoch [218][740/3757] lr: 5.618e-03, eta: 1 day, 10:09:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7969, loss_cls: 1.8033, loss: 1.8033, grad_norm: 6.1372 2020-08-06 20:17:53,072 - mmaction - INFO - Epoch [218][760/3757] lr: 5.618e-03, eta: 1 day, 10:09:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7906, loss_cls: 1.8223, loss: 1.8223, grad_norm: 6.1566 2020-08-06 20:18:08,845 - mmaction - INFO - Epoch [218][780/3757] lr: 5.618e-03, eta: 1 day, 10:08:59, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7914, loss_cls: 1.7473, loss: 1.7473, grad_norm: 5.9676 2020-08-06 20:18:24,633 - mmaction - INFO - Epoch [218][800/3757] lr: 5.618e-03, eta: 1 day, 10:08:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7695, loss_cls: 1.9676, loss: 1.9676, grad_norm: 6.2748 2020-08-06 20:18:40,505 - mmaction - INFO - Epoch [218][820/3757] lr: 5.618e-03, eta: 1 day, 10:08:25, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7922, loss_cls: 1.8588, loss: 1.8588, grad_norm: 6.2120 2020-08-06 20:18:56,291 - mmaction - INFO - Epoch [218][840/3757] lr: 5.618e-03, eta: 1 day, 10:08:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7852, loss_cls: 1.8516, loss: 1.8516, grad_norm: 6.1375 2020-08-06 20:19:12,048 - mmaction - INFO - Epoch [218][860/3757] lr: 5.618e-03, eta: 1 day, 10:07:50, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7750, loss_cls: 1.8930, loss: 1.8930, grad_norm: 6.2551 2020-08-06 20:19:27,773 - mmaction - INFO - Epoch [218][880/3757] lr: 5.618e-03, eta: 1 day, 10:07:33, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7867, loss_cls: 1.8438, loss: 1.8438, grad_norm: 6.3090 2020-08-06 20:19:43,539 - mmaction - INFO - Epoch [218][900/3757] lr: 5.618e-03, eta: 1 day, 10:07:15, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7875, loss_cls: 1.8416, loss: 1.8416, grad_norm: 6.2774 2020-08-06 20:19:59,368 - mmaction - INFO - Epoch [218][920/3757] lr: 5.618e-03, eta: 1 day, 10:06:58, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7937, loss_cls: 1.8196, loss: 1.8196, grad_norm: 6.1897 2020-08-06 20:20:15,140 - mmaction - INFO - Epoch [218][940/3757] lr: 5.618e-03, eta: 1 day, 10:06:41, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7891, loss_cls: 1.8075, loss: 1.8075, grad_norm: 6.1808 2020-08-06 20:20:30,945 - mmaction - INFO - Epoch [218][960/3757] lr: 5.618e-03, eta: 1 day, 10:06:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7758, loss_cls: 1.9116, loss: 1.9116, grad_norm: 6.1662 2020-08-06 20:20:46,799 - mmaction - INFO - Epoch [218][980/3757] lr: 5.618e-03, eta: 1 day, 10:06:06, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5773, top5_acc: 0.8000, loss_cls: 1.8042, loss: 1.8042, grad_norm: 6.0546 2020-08-06 20:21:02,589 - mmaction - INFO - Epoch [218][1000/3757] lr: 5.618e-03, eta: 1 day, 10:05:49, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.8281, loss: 1.8281, grad_norm: 6.1903 2020-08-06 20:21:18,473 - mmaction - INFO - Epoch [218][1020/3757] lr: 5.618e-03, eta: 1 day, 10:05:31, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7891, loss_cls: 1.8627, loss: 1.8627, grad_norm: 6.1674 2020-08-06 20:21:34,267 - mmaction - INFO - Epoch [218][1040/3757] lr: 5.618e-03, eta: 1 day, 10:05:14, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7703, loss_cls: 1.9256, loss: 1.9256, grad_norm: 6.2544 2020-08-06 20:21:50,125 - mmaction - INFO - Epoch [218][1060/3757] lr: 5.618e-03, eta: 1 day, 10:04:57, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7703, loss_cls: 1.9235, loss: 1.9235, grad_norm: 6.0839 2020-08-06 20:22:05,894 - mmaction - INFO - Epoch [218][1080/3757] lr: 5.618e-03, eta: 1 day, 10:04:39, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7883, loss_cls: 1.7434, loss: 1.7434, grad_norm: 5.8755 2020-08-06 20:22:21,763 - mmaction - INFO - Epoch [218][1100/3757] lr: 5.618e-03, eta: 1 day, 10:04:22, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7859, loss_cls: 1.8379, loss: 1.8379, grad_norm: 6.1516 2020-08-06 20:22:37,536 - mmaction - INFO - Epoch [218][1120/3757] lr: 5.618e-03, eta: 1 day, 10:04:05, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7727, loss_cls: 1.9320, loss: 1.9320, grad_norm: 6.3102 2020-08-06 20:22:53,476 - mmaction - INFO - Epoch [218][1140/3757] lr: 5.618e-03, eta: 1 day, 10:03:47, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7937, loss_cls: 1.8589, loss: 1.8589, grad_norm: 6.0791 2020-08-06 20:23:09,197 - mmaction - INFO - Epoch [218][1160/3757] lr: 5.618e-03, eta: 1 day, 10:03:30, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7852, loss_cls: 1.8592, loss: 1.8592, grad_norm: 6.1778 2020-08-06 20:23:24,995 - mmaction - INFO - Epoch [218][1180/3757] lr: 5.618e-03, eta: 1 day, 10:03:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7734, loss_cls: 1.8834, loss: 1.8834, grad_norm: 6.2447 2020-08-06 20:23:40,836 - mmaction - INFO - Epoch [218][1200/3757] lr: 5.618e-03, eta: 1 day, 10:02:55, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7812, loss_cls: 1.7959, loss: 1.7959, grad_norm: 5.9279 2020-08-06 20:23:56,663 - mmaction - INFO - Epoch [218][1220/3757] lr: 5.618e-03, eta: 1 day, 10:02:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8039, loss_cls: 1.6957, loss: 1.6957, grad_norm: 5.9864 2020-08-06 20:24:12,464 - mmaction - INFO - Epoch [218][1240/3757] lr: 5.618e-03, eta: 1 day, 10:02:21, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7836, loss_cls: 1.8892, loss: 1.8892, grad_norm: 6.2274 2020-08-06 20:24:28,311 - mmaction - INFO - Epoch [218][1260/3757] lr: 5.618e-03, eta: 1 day, 10:02:03, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5695, top5_acc: 0.8047, loss_cls: 1.8108, loss: 1.8108, grad_norm: 6.2112 2020-08-06 20:24:44,055 - mmaction - INFO - Epoch [218][1280/3757] lr: 5.618e-03, eta: 1 day, 10:01:46, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7852, loss_cls: 1.8855, loss: 1.8855, grad_norm: 6.1038 2020-08-06 20:24:59,857 - mmaction - INFO - Epoch [218][1300/3757] lr: 5.618e-03, eta: 1 day, 10:01:29, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7781, loss_cls: 1.8285, loss: 1.8285, grad_norm: 6.1101 2020-08-06 20:25:15,631 - mmaction - INFO - Epoch [218][1320/3757] lr: 5.618e-03, eta: 1 day, 10:01:11, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7945, loss_cls: 1.8056, loss: 1.8056, grad_norm: 6.1168 2020-08-06 20:25:31,473 - mmaction - INFO - Epoch [218][1340/3757] lr: 5.618e-03, eta: 1 day, 10:00:54, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7742, loss_cls: 1.9097, loss: 1.9097, grad_norm: 6.2560 2020-08-06 20:25:47,209 - mmaction - INFO - Epoch [218][1360/3757] lr: 5.618e-03, eta: 1 day, 10:00:37, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7937, loss_cls: 1.8335, loss: 1.8335, grad_norm: 6.0074 2020-08-06 20:26:02,970 - mmaction - INFO - Epoch [218][1380/3757] lr: 5.618e-03, eta: 1 day, 10:00:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7758, loss_cls: 1.9157, loss: 1.9157, grad_norm: 6.0889 2020-08-06 20:26:18,721 - mmaction - INFO - Epoch [218][1400/3757] lr: 5.618e-03, eta: 1 day, 10:00:02, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7906, loss_cls: 1.8226, loss: 1.8226, grad_norm: 6.0702 2020-08-06 20:26:34,577 - mmaction - INFO - Epoch [218][1420/3757] lr: 5.618e-03, eta: 1 day, 9:59:45, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.8023, loss_cls: 1.7979, loss: 1.7979, grad_norm: 6.1501 2020-08-06 20:26:50,386 - mmaction - INFO - Epoch [218][1440/3757] lr: 5.618e-03, eta: 1 day, 9:59:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7688, loss_cls: 1.8806, loss: 1.8806, grad_norm: 6.2229 2020-08-06 20:27:06,232 - mmaction - INFO - Epoch [218][1460/3757] lr: 5.618e-03, eta: 1 day, 9:59:10, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7969, loss_cls: 1.8142, loss: 1.8142, grad_norm: 6.1370 2020-08-06 20:27:21,957 - mmaction - INFO - Epoch [218][1480/3757] lr: 5.618e-03, eta: 1 day, 9:58:53, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7727, loss_cls: 1.8782, loss: 1.8782, grad_norm: 6.2434 2020-08-06 20:27:37,890 - mmaction - INFO - Epoch [218][1500/3757] lr: 5.618e-03, eta: 1 day, 9:58:35, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7828, loss_cls: 1.8342, loss: 1.8342, grad_norm: 6.1384 2020-08-06 20:27:53,764 - mmaction - INFO - Epoch [218][1520/3757] lr: 5.618e-03, eta: 1 day, 9:58:18, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7859, loss_cls: 1.8795, loss: 1.8795, grad_norm: 6.2681 2020-08-06 20:28:09,606 - mmaction - INFO - Epoch [218][1540/3757] lr: 5.618e-03, eta: 1 day, 9:58:01, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6031, top5_acc: 0.7969, loss_cls: 1.8026, loss: 1.8026, grad_norm: 6.0913 2020-08-06 20:28:25,462 - mmaction - INFO - Epoch [218][1560/3757] lr: 5.618e-03, eta: 1 day, 9:57:43, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5898, top5_acc: 0.7844, loss_cls: 1.7937, loss: 1.7937, grad_norm: 5.8285 2020-08-06 20:28:41,362 - mmaction - INFO - Epoch [218][1580/3757] lr: 5.618e-03, eta: 1 day, 9:57:26, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7883, loss_cls: 1.8735, loss: 1.8735, grad_norm: 6.1318 2020-08-06 20:28:57,148 - mmaction - INFO - Epoch [218][1600/3757] lr: 5.618e-03, eta: 1 day, 9:57:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7734, loss_cls: 1.9066, loss: 1.9066, grad_norm: 5.9484 2020-08-06 20:29:12,991 - mmaction - INFO - Epoch [218][1620/3757] lr: 5.618e-03, eta: 1 day, 9:56:52, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7906, loss_cls: 1.8662, loss: 1.8662, grad_norm: 6.0805 2020-08-06 20:29:28,810 - mmaction - INFO - Epoch [218][1640/3757] lr: 5.618e-03, eta: 1 day, 9:56:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7961, loss_cls: 1.7774, loss: 1.7774, grad_norm: 5.9946 2020-08-06 20:29:44,617 - mmaction - INFO - Epoch [218][1660/3757] lr: 5.618e-03, eta: 1 day, 9:56:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7852, loss_cls: 1.8805, loss: 1.8805, grad_norm: 6.1852 2020-08-06 20:30:00,384 - mmaction - INFO - Epoch [218][1680/3757] lr: 5.618e-03, eta: 1 day, 9:56:00, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5766, top5_acc: 0.8023, loss_cls: 1.7909, loss: 1.7909, grad_norm: 6.2248 2020-08-06 20:30:16,234 - mmaction - INFO - Epoch [218][1700/3757] lr: 5.618e-03, eta: 1 day, 9:55:42, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7766, loss_cls: 1.8899, loss: 1.8899, grad_norm: 6.1581 2020-08-06 20:30:32,037 - mmaction - INFO - Epoch [218][1720/3757] lr: 5.618e-03, eta: 1 day, 9:55:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7719, loss_cls: 1.8747, loss: 1.8747, grad_norm: 6.0937 2020-08-06 20:30:47,868 - mmaction - INFO - Epoch [218][1740/3757] lr: 5.618e-03, eta: 1 day, 9:55:08, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7852, loss_cls: 1.8651, loss: 1.8651, grad_norm: 6.4628 2020-08-06 20:31:03,708 - mmaction - INFO - Epoch [218][1760/3757] lr: 5.618e-03, eta: 1 day, 9:54:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7672, loss_cls: 1.9143, loss: 1.9143, grad_norm: 6.0425 2020-08-06 20:31:19,630 - mmaction - INFO - Epoch [218][1780/3757] lr: 5.618e-03, eta: 1 day, 9:54:33, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7930, loss_cls: 1.8718, loss: 1.8718, grad_norm: 6.1076 2020-08-06 20:31:35,465 - mmaction - INFO - Epoch [218][1800/3757] lr: 5.618e-03, eta: 1 day, 9:54:16, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7703, loss_cls: 1.9557, loss: 1.9557, grad_norm: 6.3009 2020-08-06 20:31:51,279 - mmaction - INFO - Epoch [218][1820/3757] lr: 5.618e-03, eta: 1 day, 9:53:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7703, loss_cls: 1.9023, loss: 1.9023, grad_norm: 6.1319 2020-08-06 20:32:07,154 - mmaction - INFO - Epoch [218][1840/3757] lr: 5.618e-03, eta: 1 day, 9:53:41, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7797, loss_cls: 1.8520, loss: 1.8520, grad_norm: 5.9085 2020-08-06 20:32:22,919 - mmaction - INFO - Epoch [218][1860/3757] lr: 5.618e-03, eta: 1 day, 9:53:24, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7766, loss_cls: 1.8270, loss: 1.8270, grad_norm: 5.9159 2020-08-06 20:32:38,710 - mmaction - INFO - Epoch [218][1880/3757] lr: 5.618e-03, eta: 1 day, 9:53:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8086, loss_cls: 1.7470, loss: 1.7470, grad_norm: 6.0558 2020-08-06 20:32:54,589 - mmaction - INFO - Epoch [218][1900/3757] lr: 5.618e-03, eta: 1 day, 9:52:49, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7906, loss_cls: 1.8248, loss: 1.8248, grad_norm: 6.1760 2020-08-06 20:33:10,357 - mmaction - INFO - Epoch [218][1920/3757] lr: 5.618e-03, eta: 1 day, 9:52:32, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7891, loss_cls: 1.8006, loss: 1.8006, grad_norm: 6.0050 2020-08-06 20:33:26,226 - mmaction - INFO - Epoch [218][1940/3757] lr: 5.618e-03, eta: 1 day, 9:52:14, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5930, top5_acc: 0.7969, loss_cls: 1.7865, loss: 1.7865, grad_norm: 5.9632 2020-08-06 20:33:42,092 - mmaction - INFO - Epoch [218][1960/3757] lr: 5.618e-03, eta: 1 day, 9:51:57, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7688, loss_cls: 1.9643, loss: 1.9643, grad_norm: 6.0541 2020-08-06 20:33:57,920 - mmaction - INFO - Epoch [218][1980/3757] lr: 5.618e-03, eta: 1 day, 9:51:40, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7609, loss_cls: 1.9346, loss: 1.9346, grad_norm: 5.8968 2020-08-06 20:34:13,725 - mmaction - INFO - Epoch [218][2000/3757] lr: 5.618e-03, eta: 1 day, 9:51:23, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7734, loss_cls: 1.9333, loss: 1.9333, grad_norm: 6.2072 2020-08-06 20:34:29,506 - mmaction - INFO - Epoch [218][2020/3757] lr: 5.618e-03, eta: 1 day, 9:51:05, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7750, loss_cls: 1.8997, loss: 1.8997, grad_norm: 6.0335 2020-08-06 20:34:45,349 - mmaction - INFO - Epoch [218][2040/3757] lr: 5.618e-03, eta: 1 day, 9:50:48, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7805, loss_cls: 1.9002, loss: 1.9002, grad_norm: 6.1294 2020-08-06 20:35:01,132 - mmaction - INFO - Epoch [218][2060/3757] lr: 5.618e-03, eta: 1 day, 9:50:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7906, loss_cls: 1.8407, loss: 1.8407, grad_norm: 6.2589 2020-08-06 20:35:16,908 - mmaction - INFO - Epoch [218][2080/3757] lr: 5.618e-03, eta: 1 day, 9:50:13, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7812, loss_cls: 1.9094, loss: 1.9094, grad_norm: 6.0237 2020-08-06 20:35:32,736 - mmaction - INFO - Epoch [218][2100/3757] lr: 5.618e-03, eta: 1 day, 9:49:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7828, loss_cls: 1.8646, loss: 1.8646, grad_norm: 6.1916 2020-08-06 20:35:48,603 - mmaction - INFO - Epoch [218][2120/3757] lr: 5.618e-03, eta: 1 day, 9:49:39, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7875, loss_cls: 1.8479, loss: 1.8479, grad_norm: 6.1883 2020-08-06 20:36:04,431 - mmaction - INFO - Epoch [218][2140/3757] lr: 5.618e-03, eta: 1 day, 9:49:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7992, loss_cls: 1.7894, loss: 1.7894, grad_norm: 6.0000 2020-08-06 20:36:20,205 - mmaction - INFO - Epoch [218][2160/3757] lr: 5.618e-03, eta: 1 day, 9:49:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5813, top5_acc: 0.8008, loss_cls: 1.7500, loss: 1.7500, grad_norm: 6.0161 2020-08-06 20:36:36,029 - mmaction - INFO - Epoch [218][2180/3757] lr: 5.618e-03, eta: 1 day, 9:48:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7480, loss: 1.7480, grad_norm: 6.1399 2020-08-06 20:36:51,936 - mmaction - INFO - Epoch [218][2200/3757] lr: 5.618e-03, eta: 1 day, 9:48:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7984, loss_cls: 1.7718, loss: 1.7718, grad_norm: 6.0383 2020-08-06 20:37:07,695 - mmaction - INFO - Epoch [218][2220/3757] lr: 5.618e-03, eta: 1 day, 9:48:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7977, loss_cls: 1.8267, loss: 1.8267, grad_norm: 6.1990 2020-08-06 20:37:23,637 - mmaction - INFO - Epoch [218][2240/3757] lr: 5.618e-03, eta: 1 day, 9:47:55, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7805, loss_cls: 1.8681, loss: 1.8681, grad_norm: 6.1128 2020-08-06 20:37:39,447 - mmaction - INFO - Epoch [218][2260/3757] lr: 5.618e-03, eta: 1 day, 9:47:37, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7867, loss_cls: 1.8083, loss: 1.8083, grad_norm: 6.0205 2020-08-06 20:37:55,269 - mmaction - INFO - Epoch [218][2280/3757] lr: 5.618e-03, eta: 1 day, 9:47:20, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7758, loss_cls: 1.8436, loss: 1.8436, grad_norm: 6.2306 2020-08-06 20:38:11,019 - mmaction - INFO - Epoch [218][2300/3757] lr: 5.618e-03, eta: 1 day, 9:47:03, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8016, loss_cls: 1.7185, loss: 1.7185, grad_norm: 5.8316 2020-08-06 20:38:26,769 - mmaction - INFO - Epoch [218][2320/3757] lr: 5.618e-03, eta: 1 day, 9:46:45, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7867, loss_cls: 1.7713, loss: 1.7713, grad_norm: 6.1421 2020-08-06 20:38:42,612 - mmaction - INFO - Epoch [218][2340/3757] lr: 5.618e-03, eta: 1 day, 9:46:28, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7828, loss_cls: 1.7870, loss: 1.7870, grad_norm: 6.1633 2020-08-06 20:38:58,401 - mmaction - INFO - Epoch [218][2360/3757] lr: 5.618e-03, eta: 1 day, 9:46:11, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7820, loss_cls: 1.8582, loss: 1.8582, grad_norm: 6.1430 2020-08-06 20:39:14,197 - mmaction - INFO - Epoch [218][2380/3757] lr: 5.618e-03, eta: 1 day, 9:45:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7953, loss_cls: 1.8143, loss: 1.8143, grad_norm: 5.9919 2020-08-06 20:39:30,010 - mmaction - INFO - Epoch [218][2400/3757] lr: 5.618e-03, eta: 1 day, 9:45:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7633, loss_cls: 1.9643, loss: 1.9643, grad_norm: 6.3969 2020-08-06 20:39:45,869 - mmaction - INFO - Epoch [218][2420/3757] lr: 5.618e-03, eta: 1 day, 9:45:19, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7844, loss_cls: 1.7835, loss: 1.7835, grad_norm: 6.0463 2020-08-06 20:40:01,647 - mmaction - INFO - Epoch [218][2440/3757] lr: 5.618e-03, eta: 1 day, 9:45:02, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5703, top5_acc: 0.8008, loss_cls: 1.7834, loss: 1.7834, grad_norm: 6.1542 2020-08-06 20:40:17,421 - mmaction - INFO - Epoch [218][2460/3757] lr: 5.618e-03, eta: 1 day, 9:44:44, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7992, loss_cls: 1.7920, loss: 1.7920, grad_norm: 6.0905 2020-08-06 20:40:33,281 - mmaction - INFO - Epoch [218][2480/3757] lr: 5.618e-03, eta: 1 day, 9:44:27, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7914, loss_cls: 1.8229, loss: 1.8229, grad_norm: 6.0037 2020-08-06 20:40:48,979 - mmaction - INFO - Epoch [218][2500/3757] lr: 5.618e-03, eta: 1 day, 9:44:10, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7953, loss_cls: 1.7472, loss: 1.7472, grad_norm: 5.9072 2020-08-06 20:41:04,755 - mmaction - INFO - Epoch [218][2520/3757] lr: 5.618e-03, eta: 1 day, 9:43:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7937, loss_cls: 1.8457, loss: 1.8457, grad_norm: 6.1984 2020-08-06 20:41:20,615 - mmaction - INFO - Epoch [218][2540/3757] lr: 5.618e-03, eta: 1 day, 9:43:35, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5820, top5_acc: 0.7914, loss_cls: 1.7708, loss: 1.7708, grad_norm: 5.9769 2020-08-06 20:41:36,482 - mmaction - INFO - Epoch [218][2560/3757] lr: 5.618e-03, eta: 1 day, 9:43:18, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7898, loss_cls: 1.8316, loss: 1.8316, grad_norm: 6.2560 2020-08-06 20:41:52,234 - mmaction - INFO - Epoch [218][2580/3757] lr: 5.618e-03, eta: 1 day, 9:43:00, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7727, loss_cls: 1.8764, loss: 1.8764, grad_norm: 6.4746 2020-08-06 20:42:08,084 - mmaction - INFO - Epoch [218][2600/3757] lr: 5.618e-03, eta: 1 day, 9:42:43, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7766, loss_cls: 1.8321, loss: 1.8321, grad_norm: 6.0342 2020-08-06 20:42:23,857 - mmaction - INFO - Epoch [218][2620/3757] lr: 5.618e-03, eta: 1 day, 9:42:26, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7758, loss_cls: 1.8818, loss: 1.8818, grad_norm: 6.0337 2020-08-06 20:42:39,699 - mmaction - INFO - Epoch [218][2640/3757] lr: 5.618e-03, eta: 1 day, 9:42:08, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5758, top5_acc: 0.8008, loss_cls: 1.7691, loss: 1.7691, grad_norm: 5.9815 2020-08-06 20:42:55,708 - mmaction - INFO - Epoch [218][2660/3757] lr: 5.618e-03, eta: 1 day, 9:41:51, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7937, loss_cls: 1.8295, loss: 1.8295, grad_norm: 6.1995 2020-08-06 20:43:11,553 - mmaction - INFO - Epoch [218][2680/3757] lr: 5.618e-03, eta: 1 day, 9:41:34, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7844, loss_cls: 1.7867, loss: 1.7867, grad_norm: 6.0354 2020-08-06 20:43:27,265 - mmaction - INFO - Epoch [218][2700/3757] lr: 5.618e-03, eta: 1 day, 9:41:16, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5898, top5_acc: 0.7953, loss_cls: 1.8027, loss: 1.8027, grad_norm: 6.1778 2020-08-06 20:43:43,078 - mmaction - INFO - Epoch [218][2720/3757] lr: 5.618e-03, eta: 1 day, 9:40:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7742, loss_cls: 1.8529, loss: 1.8529, grad_norm: 6.0058 2020-08-06 20:43:58,915 - mmaction - INFO - Epoch [218][2740/3757] lr: 5.618e-03, eta: 1 day, 9:40:42, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7984, loss_cls: 1.8063, loss: 1.8063, grad_norm: 6.1702 2020-08-06 20:44:14,777 - mmaction - INFO - Epoch [218][2760/3757] lr: 5.618e-03, eta: 1 day, 9:40:25, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7867, loss_cls: 1.7909, loss: 1.7909, grad_norm: 5.9814 2020-08-06 20:44:30,669 - mmaction - INFO - Epoch [218][2780/3757] lr: 5.618e-03, eta: 1 day, 9:40:07, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7812, loss_cls: 1.9118, loss: 1.9118, grad_norm: 6.1416 2020-08-06 20:44:46,542 - mmaction - INFO - Epoch [218][2800/3757] lr: 5.618e-03, eta: 1 day, 9:39:50, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7617, loss_cls: 1.8789, loss: 1.8789, grad_norm: 6.0465 2020-08-06 20:45:02,340 - mmaction - INFO - Epoch [218][2820/3757] lr: 5.618e-03, eta: 1 day, 9:39:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7711, loss_cls: 1.9416, loss: 1.9416, grad_norm: 6.2267 2020-08-06 20:45:18,090 - mmaction - INFO - Epoch [218][2840/3757] lr: 5.618e-03, eta: 1 day, 9:39:15, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7789, loss_cls: 1.8670, loss: 1.8670, grad_norm: 6.1746 2020-08-06 20:45:33,891 - mmaction - INFO - Epoch [218][2860/3757] lr: 5.618e-03, eta: 1 day, 9:38:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7789, loss_cls: 1.8970, loss: 1.8970, grad_norm: 6.1641 2020-08-06 20:45:49,661 - mmaction - INFO - Epoch [218][2880/3757] lr: 5.618e-03, eta: 1 day, 9:38:41, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7961, loss_cls: 1.8360, loss: 1.8360, grad_norm: 5.8875 2020-08-06 20:46:05,468 - mmaction - INFO - Epoch [218][2900/3757] lr: 5.618e-03, eta: 1 day, 9:38:23, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7789, loss_cls: 1.8765, loss: 1.8765, grad_norm: 6.1630 2020-08-06 20:46:21,310 - mmaction - INFO - Epoch [218][2920/3757] lr: 5.618e-03, eta: 1 day, 9:38:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5422, top5_acc: 0.7766, loss_cls: 1.9416, loss: 1.9416, grad_norm: 6.3134 2020-08-06 20:46:37,119 - mmaction - INFO - Epoch [218][2940/3757] lr: 5.618e-03, eta: 1 day, 9:37:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7820, loss_cls: 1.8484, loss: 1.8484, grad_norm: 6.1791 2020-08-06 20:46:52,937 - mmaction - INFO - Epoch [218][2960/3757] lr: 5.618e-03, eta: 1 day, 9:37:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7844, loss_cls: 1.8709, loss: 1.8709, grad_norm: 6.1986 2020-08-06 20:47:08,707 - mmaction - INFO - Epoch [218][2980/3757] lr: 5.618e-03, eta: 1 day, 9:37:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8063, loss_cls: 1.7468, loss: 1.7468, grad_norm: 6.3350 2020-08-06 20:47:24,475 - mmaction - INFO - Epoch [218][3000/3757] lr: 5.618e-03, eta: 1 day, 9:36:57, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7969, loss_cls: 1.8294, loss: 1.8294, grad_norm: 6.1228 2020-08-06 20:47:40,316 - mmaction - INFO - Epoch [218][3020/3757] lr: 5.618e-03, eta: 1 day, 9:36:39, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7883, loss_cls: 1.8919, loss: 1.8919, grad_norm: 6.2232 2020-08-06 20:47:56,147 - mmaction - INFO - Epoch [218][3040/3757] lr: 5.618e-03, eta: 1 day, 9:36:22, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5852, top5_acc: 0.7844, loss_cls: 1.8428, loss: 1.8428, grad_norm: 6.4116 2020-08-06 20:48:11,994 - mmaction - INFO - Epoch [218][3060/3757] lr: 5.618e-03, eta: 1 day, 9:36:05, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7992, loss_cls: 1.8221, loss: 1.8221, grad_norm: 6.2986 2020-08-06 20:48:27,852 - mmaction - INFO - Epoch [218][3080/3757] lr: 5.618e-03, eta: 1 day, 9:35:48, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5375, top5_acc: 0.7648, loss_cls: 1.9336, loss: 1.9336, grad_norm: 6.2933 2020-08-06 20:48:43,670 - mmaction - INFO - Epoch [218][3100/3757] lr: 5.618e-03, eta: 1 day, 9:35:30, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7828, loss_cls: 1.8166, loss: 1.8166, grad_norm: 6.0463 2020-08-06 20:48:59,453 - mmaction - INFO - Epoch [218][3120/3757] lr: 5.618e-03, eta: 1 day, 9:35:13, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7711, loss_cls: 1.9006, loss: 1.9006, grad_norm: 6.2562 2020-08-06 20:49:15,302 - mmaction - INFO - Epoch [218][3140/3757] lr: 5.618e-03, eta: 1 day, 9:34:56, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7773, loss_cls: 1.9491, loss: 1.9491, grad_norm: 6.2834 2020-08-06 20:49:31,138 - mmaction - INFO - Epoch [218][3160/3757] lr: 5.618e-03, eta: 1 day, 9:34:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7898, loss_cls: 1.8559, loss: 1.8559, grad_norm: 6.2760 2020-08-06 20:49:47,003 - mmaction - INFO - Epoch [218][3180/3757] lr: 5.618e-03, eta: 1 day, 9:34:21, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7734, loss_cls: 1.8810, loss: 1.8810, grad_norm: 6.1586 2020-08-06 20:50:02,787 - mmaction - INFO - Epoch [218][3200/3757] lr: 5.618e-03, eta: 1 day, 9:34:04, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7750, loss_cls: 1.8925, loss: 1.8925, grad_norm: 6.4688 2020-08-06 20:50:18,550 - mmaction - INFO - Epoch [218][3220/3757] lr: 5.618e-03, eta: 1 day, 9:33:46, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7859, loss_cls: 1.8675, loss: 1.8675, grad_norm: 6.0795 2020-08-06 20:50:34,451 - mmaction - INFO - Epoch [218][3240/3757] lr: 5.618e-03, eta: 1 day, 9:33:29, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7859, loss_cls: 1.8801, loss: 1.8801, grad_norm: 6.3120 2020-08-06 20:50:50,173 - mmaction - INFO - Epoch [218][3260/3757] lr: 5.618e-03, eta: 1 day, 9:33:12, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7883, loss_cls: 1.8208, loss: 1.8208, grad_norm: 6.1082 2020-08-06 20:51:06,040 - mmaction - INFO - Epoch [218][3280/3757] lr: 5.618e-03, eta: 1 day, 9:32:55, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7906, loss_cls: 1.8294, loss: 1.8294, grad_norm: 6.0974 2020-08-06 20:51:21,852 - mmaction - INFO - Epoch [218][3300/3757] lr: 5.618e-03, eta: 1 day, 9:32:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7820, loss_cls: 1.8439, loss: 1.8439, grad_norm: 5.9400 2020-08-06 20:51:37,740 - mmaction - INFO - Epoch [218][3320/3757] lr: 5.618e-03, eta: 1 day, 9:32:20, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7742, loss_cls: 1.8773, loss: 1.8773, grad_norm: 5.9519 2020-08-06 20:51:53,517 - mmaction - INFO - Epoch [218][3340/3757] lr: 5.618e-03, eta: 1 day, 9:32:03, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7758, loss_cls: 1.8376, loss: 1.8376, grad_norm: 6.0785 2020-08-06 20:52:09,385 - mmaction - INFO - Epoch [218][3360/3757] lr: 5.618e-03, eta: 1 day, 9:31:45, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5750, top5_acc: 0.8039, loss_cls: 1.7839, loss: 1.7839, grad_norm: 6.1134 2020-08-06 20:52:25,211 - mmaction - INFO - Epoch [218][3380/3757] lr: 5.618e-03, eta: 1 day, 9:31:28, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7930, loss_cls: 1.8627, loss: 1.8627, grad_norm: 6.1820 2020-08-06 20:52:41,089 - mmaction - INFO - Epoch [218][3400/3757] lr: 5.618e-03, eta: 1 day, 9:31:11, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7977, loss_cls: 1.7914, loss: 1.7914, grad_norm: 6.1323 2020-08-06 20:52:56,970 - mmaction - INFO - Epoch [218][3420/3757] lr: 5.618e-03, eta: 1 day, 9:30:53, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7883, loss_cls: 1.8545, loss: 1.8545, grad_norm: 6.2260 2020-08-06 20:53:12,729 - mmaction - INFO - Epoch [218][3440/3757] lr: 5.618e-03, eta: 1 day, 9:30:36, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5859, top5_acc: 0.8055, loss_cls: 1.7519, loss: 1.7519, grad_norm: 6.1864 2020-08-06 20:53:28,578 - mmaction - INFO - Epoch [218][3460/3757] lr: 5.618e-03, eta: 1 day, 9:30:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7961, loss_cls: 1.7477, loss: 1.7477, grad_norm: 6.1407 2020-08-06 20:53:44,399 - mmaction - INFO - Epoch [218][3480/3757] lr: 5.618e-03, eta: 1 day, 9:30:02, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5391, top5_acc: 0.7773, loss_cls: 1.9269, loss: 1.9269, grad_norm: 6.4929 2020-08-06 20:54:00,279 - mmaction - INFO - Epoch [218][3500/3757] lr: 5.618e-03, eta: 1 day, 9:29:44, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6000, top5_acc: 0.7977, loss_cls: 1.7398, loss: 1.7398, grad_norm: 5.9831 2020-08-06 20:54:16,108 - mmaction - INFO - Epoch [218][3520/3757] lr: 5.618e-03, eta: 1 day, 9:29:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7844, loss_cls: 1.8606, loss: 1.8606, grad_norm: 6.3456 2020-08-06 20:54:31,910 - mmaction - INFO - Epoch [218][3540/3757] lr: 5.618e-03, eta: 1 day, 9:29:10, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7750, loss_cls: 1.8833, loss: 1.8833, grad_norm: 6.2440 2020-08-06 20:54:47,759 - mmaction - INFO - Epoch [218][3560/3757] lr: 5.618e-03, eta: 1 day, 9:28:52, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7906, loss_cls: 1.7836, loss: 1.7836, grad_norm: 5.9582 2020-08-06 20:55:03,645 - mmaction - INFO - Epoch [218][3580/3757] lr: 5.618e-03, eta: 1 day, 9:28:35, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7586, loss_cls: 1.9383, loss: 1.9383, grad_norm: 6.1570 2020-08-06 20:55:19,298 - mmaction - INFO - Epoch [218][3600/3757] lr: 5.618e-03, eta: 1 day, 9:28:18, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7691, loss: 1.7691, grad_norm: 6.1249 2020-08-06 20:55:35,142 - mmaction - INFO - Epoch [218][3620/3757] lr: 5.618e-03, eta: 1 day, 9:28:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5695, top5_acc: 0.8000, loss_cls: 1.8000, loss: 1.8000, grad_norm: 6.1163 2020-08-06 20:55:50,913 - mmaction - INFO - Epoch [218][3640/3757] lr: 5.618e-03, eta: 1 day, 9:27:43, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7789, loss_cls: 1.9508, loss: 1.9508, grad_norm: 6.2217 2020-08-06 20:56:06,822 - mmaction - INFO - Epoch [218][3660/3757] lr: 5.618e-03, eta: 1 day, 9:27:26, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7852, loss_cls: 1.8220, loss: 1.8220, grad_norm: 6.1784 2020-08-06 20:56:22,525 - mmaction - INFO - Epoch [218][3680/3757] lr: 5.618e-03, eta: 1 day, 9:27:08, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.5766, top5_acc: 0.8008, loss_cls: 1.7883, loss: 1.7883, grad_norm: 6.1646 2020-08-06 20:56:38,330 - mmaction - INFO - Epoch [218][3700/3757] lr: 5.618e-03, eta: 1 day, 9:26:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5461, top5_acc: 0.7758, loss_cls: 1.8799, loss: 1.8799, grad_norm: 6.0545 2020-08-06 20:56:54,113 - mmaction - INFO - Epoch [218][3720/3757] lr: 5.618e-03, eta: 1 day, 9:26:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7961, loss_cls: 1.7586, loss: 1.7586, grad_norm: 5.9213 2020-08-06 20:57:09,987 - mmaction - INFO - Epoch [218][3740/3757] lr: 5.618e-03, eta: 1 day, 9:26:17, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7844, loss_cls: 1.8877, loss: 1.8877, grad_norm: 6.2247 2020-08-06 21:00:42,905 - mmaction - INFO - Epoch [219][20/3757] lr: 5.339e-03, eta: 1 day, 9:26:53, time: 9.583, data_time: 8.672, memory: 6192, top1_acc: 0.5891, top5_acc: 0.7727, loss_cls: 1.8548, loss: 1.8548, grad_norm: 5.9327 2020-08-06 21:00:58,754 - mmaction - INFO - Epoch [219][40/3757] lr: 5.339e-03, eta: 1 day, 9:26:36, time: 0.797, data_time: 0.007, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7914, loss_cls: 1.7578, loss: 1.7578, grad_norm: 6.0887 2020-08-06 21:01:14,603 - mmaction - INFO - Epoch [219][60/3757] lr: 5.339e-03, eta: 1 day, 9:26:19, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7828, loss_cls: 1.8388, loss: 1.8388, grad_norm: 6.1591 2020-08-06 21:01:30,367 - mmaction - INFO - Epoch [219][80/3757] lr: 5.339e-03, eta: 1 day, 9:26:01, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7969, loss_cls: 1.7690, loss: 1.7690, grad_norm: 6.1098 2020-08-06 21:01:46,198 - mmaction - INFO - Epoch [219][100/3757] lr: 5.339e-03, eta: 1 day, 9:25:44, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5930, top5_acc: 0.7992, loss_cls: 1.7627, loss: 1.7627, grad_norm: 6.0625 2020-08-06 21:02:02,089 - mmaction - INFO - Epoch [219][120/3757] lr: 5.339e-03, eta: 1 day, 9:25:27, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7977, loss_cls: 1.8323, loss: 1.8323, grad_norm: 5.9863 2020-08-06 21:02:17,884 - mmaction - INFO - Epoch [219][140/3757] lr: 5.339e-03, eta: 1 day, 9:25:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7852, loss_cls: 1.8435, loss: 1.8435, grad_norm: 6.0680 2020-08-06 21:02:33,767 - mmaction - INFO - Epoch [219][160/3757] lr: 5.339e-03, eta: 1 day, 9:24:52, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7773, loss_cls: 1.8573, loss: 1.8573, grad_norm: 6.1602 2020-08-06 21:02:49,601 - mmaction - INFO - Epoch [219][180/3757] lr: 5.339e-03, eta: 1 day, 9:24:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5898, top5_acc: 0.8164, loss_cls: 1.7289, loss: 1.7289, grad_norm: 6.0383 2020-08-06 21:03:05,488 - mmaction - INFO - Epoch [219][200/3757] lr: 5.339e-03, eta: 1 day, 9:24:17, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7867, loss_cls: 1.8188, loss: 1.8188, grad_norm: 6.1509 2020-08-06 21:03:21,322 - mmaction - INFO - Epoch [219][220/3757] lr: 5.339e-03, eta: 1 day, 9:24:00, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8000, loss_cls: 1.6969, loss: 1.6969, grad_norm: 5.9393 2020-08-06 21:03:37,189 - mmaction - INFO - Epoch [219][240/3757] lr: 5.339e-03, eta: 1 day, 9:23:43, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7937, loss_cls: 1.7315, loss: 1.7315, grad_norm: 6.0753 2020-08-06 21:03:52,940 - mmaction - INFO - Epoch [219][260/3757] lr: 5.339e-03, eta: 1 day, 9:23:25, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5852, top5_acc: 0.7883, loss_cls: 1.7581, loss: 1.7581, grad_norm: 6.1047 2020-08-06 21:04:08,760 - mmaction - INFO - Epoch [219][280/3757] lr: 5.339e-03, eta: 1 day, 9:23:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5398, top5_acc: 0.7781, loss_cls: 1.8995, loss: 1.8995, grad_norm: 6.3694 2020-08-06 21:04:24,550 - mmaction - INFO - Epoch [219][300/3757] lr: 5.339e-03, eta: 1 day, 9:22:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8117, loss_cls: 1.7414, loss: 1.7414, grad_norm: 6.1361 2020-08-06 21:04:40,397 - mmaction - INFO - Epoch [219][320/3757] lr: 5.339e-03, eta: 1 day, 9:22:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7914, loss_cls: 1.8546, loss: 1.8546, grad_norm: 6.3049 2020-08-06 21:04:56,168 - mmaction - INFO - Epoch [219][340/3757] lr: 5.339e-03, eta: 1 day, 9:22:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8000, loss_cls: 1.7145, loss: 1.7145, grad_norm: 6.0279 2020-08-06 21:05:11,990 - mmaction - INFO - Epoch [219][360/3757] lr: 5.339e-03, eta: 1 day, 9:21:59, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7852, loss_cls: 1.8715, loss: 1.8715, grad_norm: 6.2425 2020-08-06 21:05:27,897 - mmaction - INFO - Epoch [219][380/3757] lr: 5.339e-03, eta: 1 day, 9:21:42, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5859, top5_acc: 0.7914, loss_cls: 1.7826, loss: 1.7826, grad_norm: 6.0107 2020-08-06 21:05:43,751 - mmaction - INFO - Epoch [219][400/3757] lr: 5.339e-03, eta: 1 day, 9:21:24, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5891, top5_acc: 0.8047, loss_cls: 1.7319, loss: 1.7319, grad_norm: 6.1165 2020-08-06 21:05:59,589 - mmaction - INFO - Epoch [219][420/3757] lr: 5.339e-03, eta: 1 day, 9:21:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.8086, loss_cls: 1.7383, loss: 1.7383, grad_norm: 6.2038 2020-08-06 21:06:15,490 - mmaction - INFO - Epoch [219][440/3757] lr: 5.339e-03, eta: 1 day, 9:20:50, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8000, loss_cls: 1.7695, loss: 1.7695, grad_norm: 6.1291 2020-08-06 21:06:31,413 - mmaction - INFO - Epoch [219][460/3757] lr: 5.339e-03, eta: 1 day, 9:20:32, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7773, loss_cls: 1.8810, loss: 1.8810, grad_norm: 6.2374 2020-08-06 21:06:47,271 - mmaction - INFO - Epoch [219][480/3757] lr: 5.339e-03, eta: 1 day, 9:20:15, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7984, loss_cls: 1.7794, loss: 1.7794, grad_norm: 6.3049 2020-08-06 21:07:03,016 - mmaction - INFO - Epoch [219][500/3757] lr: 5.339e-03, eta: 1 day, 9:19:58, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8047, loss_cls: 1.7299, loss: 1.7299, grad_norm: 6.1196 2020-08-06 21:07:18,873 - mmaction - INFO - Epoch [219][520/3757] lr: 5.339e-03, eta: 1 day, 9:19:41, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8094, loss_cls: 1.7114, loss: 1.7114, grad_norm: 6.1848 2020-08-06 21:07:34,606 - mmaction - INFO - Epoch [219][540/3757] lr: 5.339e-03, eta: 1 day, 9:19:23, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5805, top5_acc: 0.7836, loss_cls: 1.7957, loss: 1.7957, grad_norm: 6.1874 2020-08-06 21:07:50,425 - mmaction - INFO - Epoch [219][560/3757] lr: 5.339e-03, eta: 1 day, 9:19:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5805, top5_acc: 0.7930, loss_cls: 1.8111, loss: 1.8111, grad_norm: 6.0351 2020-08-06 21:08:06,189 - mmaction - INFO - Epoch [219][580/3757] lr: 5.339e-03, eta: 1 day, 9:18:49, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5852, top5_acc: 0.8000, loss_cls: 1.7720, loss: 1.7720, grad_norm: 6.0634 2020-08-06 21:08:21,946 - mmaction - INFO - Epoch [219][600/3757] lr: 5.339e-03, eta: 1 day, 9:18:31, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7852, loss_cls: 1.8323, loss: 1.8323, grad_norm: 6.2726 2020-08-06 21:08:37,820 - mmaction - INFO - Epoch [219][620/3757] lr: 5.339e-03, eta: 1 day, 9:18:14, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7656, loss_cls: 1.9402, loss: 1.9402, grad_norm: 6.2487 2020-08-06 21:08:53,695 - mmaction - INFO - Epoch [219][640/3757] lr: 5.339e-03, eta: 1 day, 9:17:57, time: 0.794, data_time: 0.009, memory: 6192, top1_acc: 0.5828, top5_acc: 0.8016, loss_cls: 1.7741, loss: 1.7741, grad_norm: 6.1414 2020-08-06 21:09:09,496 - mmaction - INFO - Epoch [219][660/3757] lr: 5.339e-03, eta: 1 day, 9:17:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.8008, loss_cls: 1.7820, loss: 1.7820, grad_norm: 6.3291 2020-08-06 21:09:25,383 - mmaction - INFO - Epoch [219][680/3757] lr: 5.339e-03, eta: 1 day, 9:17:22, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.8492, loss: 1.8492, grad_norm: 6.2436 2020-08-06 21:09:41,176 - mmaction - INFO - Epoch [219][700/3757] lr: 5.339e-03, eta: 1 day, 9:17:05, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7703, loss_cls: 1.8666, loss: 1.8666, grad_norm: 6.2064 2020-08-06 21:09:57,006 - mmaction - INFO - Epoch [219][720/3757] lr: 5.339e-03, eta: 1 day, 9:16:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5484, top5_acc: 0.7914, loss_cls: 1.8864, loss: 1.8864, grad_norm: 6.2962 2020-08-06 21:10:12,909 - mmaction - INFO - Epoch [219][740/3757] lr: 5.339e-03, eta: 1 day, 9:16:30, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5852, top5_acc: 0.8000, loss_cls: 1.7704, loss: 1.7704, grad_norm: 6.1769 2020-08-06 21:10:28,918 - mmaction - INFO - Epoch [219][760/3757] lr: 5.339e-03, eta: 1 day, 9:16:13, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7875, loss_cls: 1.8422, loss: 1.8422, grad_norm: 6.2361 2020-08-06 21:10:44,693 - mmaction - INFO - Epoch [219][780/3757] lr: 5.339e-03, eta: 1 day, 9:15:56, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5766, top5_acc: 0.8063, loss_cls: 1.7720, loss: 1.7720, grad_norm: 6.2520 2020-08-06 21:11:00,590 - mmaction - INFO - Epoch [219][800/3757] lr: 5.339e-03, eta: 1 day, 9:15:38, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7766, loss_cls: 1.9087, loss: 1.9087, grad_norm: 6.2259 2020-08-06 21:11:16,403 - mmaction - INFO - Epoch [219][820/3757] lr: 5.339e-03, eta: 1 day, 9:15:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7711, loss_cls: 1.9086, loss: 1.9086, grad_norm: 6.0848 2020-08-06 21:11:32,256 - mmaction - INFO - Epoch [219][840/3757] lr: 5.339e-03, eta: 1 day, 9:15:04, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7961, loss_cls: 1.8137, loss: 1.8137, grad_norm: 6.0780 2020-08-06 21:11:48,147 - mmaction - INFO - Epoch [219][860/3757] lr: 5.339e-03, eta: 1 day, 9:14:46, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5867, top5_acc: 0.8000, loss_cls: 1.8031, loss: 1.8031, grad_norm: 6.2180 2020-08-06 21:12:04,007 - mmaction - INFO - Epoch [219][880/3757] lr: 5.339e-03, eta: 1 day, 9:14:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7977, loss_cls: 1.7841, loss: 1.7841, grad_norm: 6.1509 2020-08-06 21:12:19,808 - mmaction - INFO - Epoch [219][900/3757] lr: 5.339e-03, eta: 1 day, 9:14:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7781, loss_cls: 1.8407, loss: 1.8407, grad_norm: 6.0155 2020-08-06 21:12:35,730 - mmaction - INFO - Epoch [219][920/3757] lr: 5.339e-03, eta: 1 day, 9:13:55, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7805, loss_cls: 1.8738, loss: 1.8738, grad_norm: 6.3424 2020-08-06 21:12:51,450 - mmaction - INFO - Epoch [219][940/3757] lr: 5.339e-03, eta: 1 day, 9:13:37, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.5859, top5_acc: 0.7930, loss_cls: 1.8385, loss: 1.8385, grad_norm: 6.3985 2020-08-06 21:13:07,219 - mmaction - INFO - Epoch [219][960/3757] lr: 5.339e-03, eta: 1 day, 9:13:20, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7891, loss_cls: 1.7916, loss: 1.7916, grad_norm: 6.0464 2020-08-06 21:13:23,044 - mmaction - INFO - Epoch [219][980/3757] lr: 5.339e-03, eta: 1 day, 9:13:03, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5945, top5_acc: 0.7937, loss_cls: 1.7786, loss: 1.7786, grad_norm: 6.1042 2020-08-06 21:13:38,864 - mmaction - INFO - Epoch [219][1000/3757] lr: 5.339e-03, eta: 1 day, 9:12:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7773, loss_cls: 1.8226, loss: 1.8226, grad_norm: 6.1869 2020-08-06 21:13:54,697 - mmaction - INFO - Epoch [219][1020/3757] lr: 5.339e-03, eta: 1 day, 9:12:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7922, loss_cls: 1.7909, loss: 1.7909, grad_norm: 6.3458 2020-08-06 21:14:10,546 - mmaction - INFO - Epoch [219][1040/3757] lr: 5.339e-03, eta: 1 day, 9:12:11, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6000, top5_acc: 0.7977, loss_cls: 1.7695, loss: 1.7695, grad_norm: 6.1771 2020-08-06 21:14:26,473 - mmaction - INFO - Epoch [219][1060/3757] lr: 5.339e-03, eta: 1 day, 9:11:53, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7883, loss_cls: 1.8292, loss: 1.8292, grad_norm: 6.1203 2020-08-06 21:14:42,325 - mmaction - INFO - Epoch [219][1080/3757] lr: 5.339e-03, eta: 1 day, 9:11:36, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5820, top5_acc: 0.8141, loss_cls: 1.7427, loss: 1.7427, grad_norm: 6.0233 2020-08-06 21:14:58,080 - mmaction - INFO - Epoch [219][1100/3757] lr: 5.339e-03, eta: 1 day, 9:11:19, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7836, loss_cls: 1.8659, loss: 1.8659, grad_norm: 6.2661 2020-08-06 21:15:13,938 - mmaction - INFO - Epoch [219][1120/3757] lr: 5.339e-03, eta: 1 day, 9:11:02, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7836, loss_cls: 1.8557, loss: 1.8557, grad_norm: 6.2195 2020-08-06 21:15:29,875 - mmaction - INFO - Epoch [219][1140/3757] lr: 5.339e-03, eta: 1 day, 9:10:44, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5727, top5_acc: 0.8109, loss_cls: 1.7870, loss: 1.7870, grad_norm: 6.0946 2020-08-06 21:15:45,660 - mmaction - INFO - Epoch [219][1160/3757] lr: 5.339e-03, eta: 1 day, 9:10:27, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7937, loss_cls: 1.8473, loss: 1.8473, grad_norm: 6.1839 2020-08-06 21:16:01,477 - mmaction - INFO - Epoch [219][1180/3757] lr: 5.339e-03, eta: 1 day, 9:10:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7937, loss_cls: 1.8239, loss: 1.8239, grad_norm: 6.2432 2020-08-06 21:16:17,293 - mmaction - INFO - Epoch [219][1200/3757] lr: 5.339e-03, eta: 1 day, 9:09:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7930, loss_cls: 1.8223, loss: 1.8223, grad_norm: 6.1840 2020-08-06 21:16:33,201 - mmaction - INFO - Epoch [219][1220/3757] lr: 5.339e-03, eta: 1 day, 9:09:35, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7914, loss_cls: 1.8282, loss: 1.8282, grad_norm: 6.1264 2020-08-06 21:16:49,093 - mmaction - INFO - Epoch [219][1240/3757] lr: 5.339e-03, eta: 1 day, 9:09:18, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7953, loss_cls: 1.8368, loss: 1.8368, grad_norm: 6.4006 2020-08-06 21:17:04,955 - mmaction - INFO - Epoch [219][1260/3757] lr: 5.339e-03, eta: 1 day, 9:09:00, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7711, loss_cls: 1.9250, loss: 1.9250, grad_norm: 6.4037 2020-08-06 21:17:20,723 - mmaction - INFO - Epoch [219][1280/3757] lr: 5.339e-03, eta: 1 day, 9:08:43, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7844, loss_cls: 1.8653, loss: 1.8653, grad_norm: 6.1879 2020-08-06 21:17:36,556 - mmaction - INFO - Epoch [219][1300/3757] lr: 5.339e-03, eta: 1 day, 9:08:26, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8016, loss_cls: 1.7180, loss: 1.7180, grad_norm: 6.0132 2020-08-06 21:17:52,411 - mmaction - INFO - Epoch [219][1320/3757] lr: 5.339e-03, eta: 1 day, 9:08:09, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8039, loss_cls: 1.7356, loss: 1.7356, grad_norm: 5.9698 2020-08-06 21:18:08,250 - mmaction - INFO - Epoch [219][1340/3757] lr: 5.339e-03, eta: 1 day, 9:07:51, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7969, loss_cls: 1.8123, loss: 1.8123, grad_norm: 6.2237 2020-08-06 21:18:23,998 - mmaction - INFO - Epoch [219][1360/3757] lr: 5.339e-03, eta: 1 day, 9:07:34, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5867, top5_acc: 0.8148, loss_cls: 1.7391, loss: 1.7391, grad_norm: 6.2605 2020-08-06 21:18:39,871 - mmaction - INFO - Epoch [219][1380/3757] lr: 5.339e-03, eta: 1 day, 9:07:17, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7898, loss_cls: 1.8395, loss: 1.8395, grad_norm: 6.2414 2020-08-06 21:18:55,688 - mmaction - INFO - Epoch [219][1400/3757] lr: 5.339e-03, eta: 1 day, 9:06:59, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7922, loss_cls: 1.8270, loss: 1.8270, grad_norm: 6.2334 2020-08-06 21:19:11,481 - mmaction - INFO - Epoch [219][1420/3757] lr: 5.339e-03, eta: 1 day, 9:06:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5820, top5_acc: 0.7859, loss_cls: 1.7907, loss: 1.7907, grad_norm: 6.1711 2020-08-06 21:19:27,277 - mmaction - INFO - Epoch [219][1440/3757] lr: 5.339e-03, eta: 1 day, 9:06:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5805, top5_acc: 0.7828, loss_cls: 1.8436, loss: 1.8436, grad_norm: 6.2704 2020-08-06 21:19:43,203 - mmaction - INFO - Epoch [219][1460/3757] lr: 5.339e-03, eta: 1 day, 9:06:07, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7922, loss_cls: 1.8594, loss: 1.8594, grad_norm: 6.0907 2020-08-06 21:19:58,993 - mmaction - INFO - Epoch [219][1480/3757] lr: 5.339e-03, eta: 1 day, 9:05:50, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7609, loss_cls: 1.9222, loss: 1.9222, grad_norm: 6.3456 2020-08-06 21:20:14,829 - mmaction - INFO - Epoch [219][1500/3757] lr: 5.339e-03, eta: 1 day, 9:05:33, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7828, loss_cls: 1.8811, loss: 1.8811, grad_norm: 6.3203 2020-08-06 21:20:30,623 - mmaction - INFO - Epoch [219][1520/3757] lr: 5.339e-03, eta: 1 day, 9:05:16, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8133, loss_cls: 1.6718, loss: 1.6718, grad_norm: 6.0701 2020-08-06 21:20:46,448 - mmaction - INFO - Epoch [219][1540/3757] lr: 5.339e-03, eta: 1 day, 9:04:58, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7937, loss_cls: 1.8005, loss: 1.8005, grad_norm: 6.1965 2020-08-06 21:21:02,222 - mmaction - INFO - Epoch [219][1560/3757] lr: 5.339e-03, eta: 1 day, 9:04:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5922, top5_acc: 0.7945, loss_cls: 1.7230, loss: 1.7230, grad_norm: 6.0138 2020-08-06 21:21:18,083 - mmaction - INFO - Epoch [219][1580/3757] lr: 5.339e-03, eta: 1 day, 9:04:24, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5695, top5_acc: 0.8000, loss_cls: 1.7883, loss: 1.7883, grad_norm: 6.2521 2020-08-06 21:21:33,873 - mmaction - INFO - Epoch [219][1600/3757] lr: 5.339e-03, eta: 1 day, 9:04:06, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7945, loss_cls: 1.8032, loss: 1.8032, grad_norm: 6.2981 2020-08-06 21:21:49,762 - mmaction - INFO - Epoch [219][1620/3757] lr: 5.339e-03, eta: 1 day, 9:03:49, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7930, loss_cls: 1.8708, loss: 1.8708, grad_norm: 6.2632 2020-08-06 21:22:05,611 - mmaction - INFO - Epoch [219][1640/3757] lr: 5.339e-03, eta: 1 day, 9:03:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5656, top5_acc: 0.8195, loss_cls: 1.7590, loss: 1.7590, grad_norm: 6.2285 2020-08-06 21:22:21,437 - mmaction - INFO - Epoch [219][1660/3757] lr: 5.339e-03, eta: 1 day, 9:03:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7875, loss_cls: 1.8337, loss: 1.8337, grad_norm: 6.1439 2020-08-06 21:22:37,246 - mmaction - INFO - Epoch [219][1680/3757] lr: 5.339e-03, eta: 1 day, 9:02:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5852, top5_acc: 0.7992, loss_cls: 1.7165, loss: 1.7165, grad_norm: 6.0370 2020-08-06 21:22:53,068 - mmaction - INFO - Epoch [219][1700/3757] lr: 5.339e-03, eta: 1 day, 9:02:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5789, top5_acc: 0.8055, loss_cls: 1.8332, loss: 1.8332, grad_norm: 6.2335 2020-08-06 21:23:08,838 - mmaction - INFO - Epoch [219][1720/3757] lr: 5.339e-03, eta: 1 day, 9:02:23, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7773, loss_cls: 1.9249, loss: 1.9249, grad_norm: 6.3281 2020-08-06 21:23:24,658 - mmaction - INFO - Epoch [219][1740/3757] lr: 5.339e-03, eta: 1 day, 9:02:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5813, top5_acc: 0.8055, loss_cls: 1.7650, loss: 1.7650, grad_norm: 6.1884 2020-08-06 21:23:40,451 - mmaction - INFO - Epoch [219][1760/3757] lr: 5.339e-03, eta: 1 day, 9:01:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7734, loss_cls: 1.8526, loss: 1.8526, grad_norm: 6.2693 2020-08-06 21:23:56,243 - mmaction - INFO - Epoch [219][1780/3757] lr: 5.339e-03, eta: 1 day, 9:01:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7797, loss_cls: 1.8753, loss: 1.8753, grad_norm: 6.3384 2020-08-06 21:24:12,001 - mmaction - INFO - Epoch [219][1800/3757] lr: 5.339e-03, eta: 1 day, 9:01:13, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7805, loss_cls: 1.8933, loss: 1.8933, grad_norm: 6.1515 2020-08-06 21:24:27,824 - mmaction - INFO - Epoch [219][1820/3757] lr: 5.339e-03, eta: 1 day, 9:00:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7836, loss_cls: 1.8031, loss: 1.8031, grad_norm: 5.9910 2020-08-06 21:24:43,639 - mmaction - INFO - Epoch [219][1840/3757] lr: 5.339e-03, eta: 1 day, 9:00:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7844, loss_cls: 1.7870, loss: 1.7870, grad_norm: 5.9198 2020-08-06 21:24:59,487 - mmaction - INFO - Epoch [219][1860/3757] lr: 5.339e-03, eta: 1 day, 9:00:21, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7805, loss_cls: 1.8396, loss: 1.8396, grad_norm: 6.1786 2020-08-06 21:25:15,228 - mmaction - INFO - Epoch [219][1880/3757] lr: 5.339e-03, eta: 1 day, 9:00:04, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.5922, top5_acc: 0.7953, loss_cls: 1.7997, loss: 1.7997, grad_norm: 6.1165 2020-08-06 21:25:31,090 - mmaction - INFO - Epoch [219][1900/3757] lr: 5.339e-03, eta: 1 day, 8:59:47, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5914, top5_acc: 0.7867, loss_cls: 1.7918, loss: 1.7918, grad_norm: 6.1064 2020-08-06 21:25:46,841 - mmaction - INFO - Epoch [219][1920/3757] lr: 5.339e-03, eta: 1 day, 8:59:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5820, top5_acc: 0.8117, loss_cls: 1.7054, loss: 1.7054, grad_norm: 6.2352 2020-08-06 21:26:02,695 - mmaction - INFO - Epoch [219][1940/3757] lr: 5.339e-03, eta: 1 day, 8:59:12, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7898, loss_cls: 1.8450, loss: 1.8450, grad_norm: 6.2777 2020-08-06 21:26:18,534 - mmaction - INFO - Epoch [219][1960/3757] lr: 5.339e-03, eta: 1 day, 8:58:55, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7906, loss_cls: 1.8774, loss: 1.8774, grad_norm: 6.1149 2020-08-06 21:26:34,417 - mmaction - INFO - Epoch [219][1980/3757] lr: 5.339e-03, eta: 1 day, 8:58:38, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7930, loss_cls: 1.8559, loss: 1.8559, grad_norm: 6.2387 2020-08-06 21:26:50,312 - mmaction - INFO - Epoch [219][2000/3757] lr: 5.339e-03, eta: 1 day, 8:58:20, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7766, loss_cls: 1.8325, loss: 1.8325, grad_norm: 6.2830 2020-08-06 21:27:06,172 - mmaction - INFO - Epoch [219][2020/3757] lr: 5.339e-03, eta: 1 day, 8:58:03, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7844, loss_cls: 1.8261, loss: 1.8261, grad_norm: 6.1651 2020-08-06 21:27:22,026 - mmaction - INFO - Epoch [219][2040/3757] lr: 5.339e-03, eta: 1 day, 8:57:46, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7812, loss_cls: 1.8775, loss: 1.8775, grad_norm: 6.2933 2020-08-06 21:27:37,874 - mmaction - INFO - Epoch [219][2060/3757] lr: 5.339e-03, eta: 1 day, 8:57:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7766, loss_cls: 1.8823, loss: 1.8823, grad_norm: 6.1916 2020-08-06 21:27:53,678 - mmaction - INFO - Epoch [219][2080/3757] lr: 5.339e-03, eta: 1 day, 8:57:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8070, loss_cls: 1.7066, loss: 1.7066, grad_norm: 6.1202 2020-08-06 21:28:09,525 - mmaction - INFO - Epoch [219][2100/3757] lr: 5.339e-03, eta: 1 day, 8:56:54, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8109, loss_cls: 1.6990, loss: 1.6990, grad_norm: 6.0675 2020-08-06 21:28:25,441 - mmaction - INFO - Epoch [219][2120/3757] lr: 5.339e-03, eta: 1 day, 8:56:37, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5656, top5_acc: 0.8031, loss_cls: 1.8094, loss: 1.8094, grad_norm: 6.4020 2020-08-06 21:28:41,211 - mmaction - INFO - Epoch [219][2140/3757] lr: 5.339e-03, eta: 1 day, 8:56:19, time: 0.791, data_time: 0.008, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7906, loss_cls: 1.8173, loss: 1.8173, grad_norm: 6.1843 2020-08-06 21:28:57,061 - mmaction - INFO - Epoch [219][2160/3757] lr: 5.339e-03, eta: 1 day, 8:56:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8070, loss_cls: 1.7487, loss: 1.7487, grad_norm: 6.1653 2020-08-06 21:29:12,895 - mmaction - INFO - Epoch [219][2180/3757] lr: 5.339e-03, eta: 1 day, 8:55:45, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7859, loss_cls: 1.8590, loss: 1.8590, grad_norm: 6.1928 2020-08-06 21:29:28,686 - mmaction - INFO - Epoch [219][2200/3757] lr: 5.339e-03, eta: 1 day, 8:55:27, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.5570, top5_acc: 0.8047, loss_cls: 1.7904, loss: 1.7904, grad_norm: 6.3622 2020-08-06 21:29:44,369 - mmaction - INFO - Epoch [219][2220/3757] lr: 5.339e-03, eta: 1 day, 8:55:10, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5930, top5_acc: 0.8016, loss_cls: 1.7266, loss: 1.7266, grad_norm: 6.1371 2020-08-06 21:30:00,169 - mmaction - INFO - Epoch [219][2240/3757] lr: 5.339e-03, eta: 1 day, 8:54:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7930, loss_cls: 1.8400, loss: 1.8400, grad_norm: 6.2132 2020-08-06 21:30:15,902 - mmaction - INFO - Epoch [219][2260/3757] lr: 5.339e-03, eta: 1 day, 8:54:35, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7875, loss_cls: 1.8533, loss: 1.8533, grad_norm: 6.3394 2020-08-06 21:30:31,704 - mmaction - INFO - Epoch [219][2280/3757] lr: 5.339e-03, eta: 1 day, 8:54:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7844, loss_cls: 1.8723, loss: 1.8723, grad_norm: 6.4202 2020-08-06 21:30:47,539 - mmaction - INFO - Epoch [219][2300/3757] lr: 5.339e-03, eta: 1 day, 8:54:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8086, loss_cls: 1.7691, loss: 1.7691, grad_norm: 6.1565 2020-08-06 21:31:03,353 - mmaction - INFO - Epoch [219][2320/3757] lr: 5.339e-03, eta: 1 day, 8:53:44, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8008, loss_cls: 1.6900, loss: 1.6900, grad_norm: 6.0116 2020-08-06 21:31:19,129 - mmaction - INFO - Epoch [219][2340/3757] lr: 5.339e-03, eta: 1 day, 8:53:26, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5758, top5_acc: 0.8000, loss_cls: 1.7930, loss: 1.7930, grad_norm: 6.2710 2020-08-06 21:31:34,941 - mmaction - INFO - Epoch [219][2360/3757] lr: 5.339e-03, eta: 1 day, 8:53:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5898, top5_acc: 0.8086, loss_cls: 1.6948, loss: 1.6948, grad_norm: 5.9385 2020-08-06 21:31:50,766 - mmaction - INFO - Epoch [219][2380/3757] lr: 5.339e-03, eta: 1 day, 8:52:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7836, loss_cls: 1.8404, loss: 1.8404, grad_norm: 6.6191 2020-08-06 21:32:06,581 - mmaction - INFO - Epoch [219][2400/3757] lr: 5.339e-03, eta: 1 day, 8:52:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 1.8674, loss: 1.8674, grad_norm: 6.3720 2020-08-06 21:32:22,393 - mmaction - INFO - Epoch [219][2420/3757] lr: 5.339e-03, eta: 1 day, 8:52:17, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7781, loss_cls: 1.8902, loss: 1.8902, grad_norm: 6.1890 2020-08-06 21:32:38,202 - mmaction - INFO - Epoch [219][2440/3757] lr: 5.339e-03, eta: 1 day, 8:52:00, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7547, loss_cls: 1.9057, loss: 1.9057, grad_norm: 6.4475 2020-08-06 21:32:54,122 - mmaction - INFO - Epoch [219][2460/3757] lr: 5.339e-03, eta: 1 day, 8:51:43, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7695, loss_cls: 1.9292, loss: 1.9292, grad_norm: 6.4616 2020-08-06 21:33:10,013 - mmaction - INFO - Epoch [219][2480/3757] lr: 5.339e-03, eta: 1 day, 8:51:25, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7758, loss_cls: 1.8628, loss: 1.8628, grad_norm: 6.3819 2020-08-06 21:33:25,803 - mmaction - INFO - Epoch [219][2500/3757] lr: 5.339e-03, eta: 1 day, 8:51:08, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7820, loss_cls: 1.8560, loss: 1.8560, grad_norm: 6.2401 2020-08-06 21:33:41,603 - mmaction - INFO - Epoch [219][2520/3757] lr: 5.339e-03, eta: 1 day, 8:50:51, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7984, loss_cls: 1.7755, loss: 1.7755, grad_norm: 6.1092 2020-08-06 21:33:57,438 - mmaction - INFO - Epoch [219][2540/3757] lr: 5.339e-03, eta: 1 day, 8:50:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7992, loss_cls: 1.7691, loss: 1.7691, grad_norm: 6.1573 2020-08-06 21:34:13,280 - mmaction - INFO - Epoch [219][2560/3757] lr: 5.339e-03, eta: 1 day, 8:50:16, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7812, loss_cls: 1.8742, loss: 1.8742, grad_norm: 6.2819 2020-08-06 21:34:29,153 - mmaction - INFO - Epoch [219][2580/3757] lr: 5.339e-03, eta: 1 day, 8:49:59, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.8063, loss_cls: 1.7108, loss: 1.7108, grad_norm: 5.9193 2020-08-06 21:34:44,935 - mmaction - INFO - Epoch [219][2600/3757] lr: 5.339e-03, eta: 1 day, 8:49:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7922, loss_cls: 1.8051, loss: 1.8051, grad_norm: 6.2832 2020-08-06 21:35:00,752 - mmaction - INFO - Epoch [219][2620/3757] lr: 5.339e-03, eta: 1 day, 8:49:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7914, loss_cls: 1.7742, loss: 1.7742, grad_norm: 6.2531 2020-08-06 21:35:16,553 - mmaction - INFO - Epoch [219][2640/3757] lr: 5.339e-03, eta: 1 day, 8:49:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7789, loss_cls: 1.8523, loss: 1.8523, grad_norm: 6.4385 2020-08-06 21:35:32,435 - mmaction - INFO - Epoch [219][2660/3757] lr: 5.339e-03, eta: 1 day, 8:48:50, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6008, top5_acc: 0.7977, loss_cls: 1.7398, loss: 1.7398, grad_norm: 6.1881 2020-08-06 21:35:48,333 - mmaction - INFO - Epoch [219][2680/3757] lr: 5.339e-03, eta: 1 day, 8:48:32, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8227, loss_cls: 1.6914, loss: 1.6914, grad_norm: 6.0557 2020-08-06 21:36:04,175 - mmaction - INFO - Epoch [219][2700/3757] lr: 5.339e-03, eta: 1 day, 8:48:15, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7891, loss_cls: 1.8446, loss: 1.8446, grad_norm: 6.3547 2020-08-06 21:36:20,015 - mmaction - INFO - Epoch [219][2720/3757] lr: 5.339e-03, eta: 1 day, 8:47:58, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5508, top5_acc: 0.7812, loss_cls: 1.8698, loss: 1.8698, grad_norm: 6.2377 2020-08-06 21:36:35,820 - mmaction - INFO - Epoch [219][2740/3757] lr: 5.339e-03, eta: 1 day, 8:47:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7758, loss_cls: 1.8781, loss: 1.8781, grad_norm: 6.2981 2020-08-06 21:36:51,612 - mmaction - INFO - Epoch [219][2760/3757] lr: 5.339e-03, eta: 1 day, 8:47:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7883, loss_cls: 1.8420, loss: 1.8420, grad_norm: 6.1043 2020-08-06 21:37:07,507 - mmaction - INFO - Epoch [219][2780/3757] lr: 5.339e-03, eta: 1 day, 8:47:06, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7906, loss_cls: 1.7934, loss: 1.7934, grad_norm: 6.2237 2020-08-06 21:37:23,383 - mmaction - INFO - Epoch [219][2800/3757] lr: 5.339e-03, eta: 1 day, 8:46:49, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7734, loss_cls: 1.8443, loss: 1.8443, grad_norm: 6.1320 2020-08-06 21:37:39,276 - mmaction - INFO - Epoch [219][2820/3757] lr: 5.339e-03, eta: 1 day, 8:46:31, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7992, loss_cls: 1.8395, loss: 1.8395, grad_norm: 6.2012 2020-08-06 21:37:55,022 - mmaction - INFO - Epoch [219][2840/3757] lr: 5.339e-03, eta: 1 day, 8:46:14, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7820, loss_cls: 1.9276, loss: 1.9276, grad_norm: 6.4001 2020-08-06 21:38:10,843 - mmaction - INFO - Epoch [219][2860/3757] lr: 5.339e-03, eta: 1 day, 8:45:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7797, loss_cls: 1.8640, loss: 1.8640, grad_norm: 6.3372 2020-08-06 21:38:26,694 - mmaction - INFO - Epoch [219][2880/3757] lr: 5.339e-03, eta: 1 day, 8:45:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8047, loss_cls: 1.7327, loss: 1.7327, grad_norm: 6.1992 2020-08-06 21:38:42,476 - mmaction - INFO - Epoch [219][2900/3757] lr: 5.339e-03, eta: 1 day, 8:45:22, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7906, loss_cls: 1.7898, loss: 1.7898, grad_norm: 6.5107 2020-08-06 21:38:58,260 - mmaction - INFO - Epoch [219][2920/3757] lr: 5.339e-03, eta: 1 day, 8:45:05, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5805, top5_acc: 0.7820, loss_cls: 1.8269, loss: 1.8269, grad_norm: 6.3530 2020-08-06 21:39:14,126 - mmaction - INFO - Epoch [219][2940/3757] lr: 5.339e-03, eta: 1 day, 8:44:48, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5500, top5_acc: 0.7711, loss_cls: 1.8768, loss: 1.8768, grad_norm: 6.2205 2020-08-06 21:39:29,994 - mmaction - INFO - Epoch [219][2960/3757] lr: 5.339e-03, eta: 1 day, 8:44:30, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7750, loss_cls: 1.9215, loss: 1.9215, grad_norm: 6.2298 2020-08-06 21:39:45,861 - mmaction - INFO - Epoch [219][2980/3757] lr: 5.339e-03, eta: 1 day, 8:44:13, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7875, loss_cls: 1.8374, loss: 1.8374, grad_norm: 6.2832 2020-08-06 21:40:01,628 - mmaction - INFO - Epoch [219][3000/3757] lr: 5.339e-03, eta: 1 day, 8:43:56, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7805, loss_cls: 1.8462, loss: 1.8462, grad_norm: 6.1027 2020-08-06 21:40:17,350 - mmaction - INFO - Epoch [219][3020/3757] lr: 5.339e-03, eta: 1 day, 8:43:39, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5742, top5_acc: 0.8047, loss_cls: 1.8224, loss: 1.8224, grad_norm: 6.2643 2020-08-06 21:40:33,112 - mmaction - INFO - Epoch [219][3040/3757] lr: 5.339e-03, eta: 1 day, 8:43:21, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7711, loss_cls: 1.9643, loss: 1.9643, grad_norm: 6.4476 2020-08-06 21:40:48,863 - mmaction - INFO - Epoch [219][3060/3757] lr: 5.339e-03, eta: 1 day, 8:43:04, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5469, top5_acc: 0.7695, loss_cls: 1.9392, loss: 1.9392, grad_norm: 6.3385 2020-08-06 21:41:04,693 - mmaction - INFO - Epoch [219][3080/3757] lr: 5.339e-03, eta: 1 day, 8:42:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7984, loss_cls: 1.8024, loss: 1.8024, grad_norm: 5.9181 2020-08-06 21:41:20,422 - mmaction - INFO - Epoch [219][3100/3757] lr: 5.339e-03, eta: 1 day, 8:42:29, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5758, top5_acc: 0.8094, loss_cls: 1.7641, loss: 1.7641, grad_norm: 6.3166 2020-08-06 21:41:36,251 - mmaction - INFO - Epoch [219][3120/3757] lr: 5.339e-03, eta: 1 day, 8:42:12, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5523, top5_acc: 0.7734, loss_cls: 1.8898, loss: 1.8898, grad_norm: 6.2854 2020-08-06 21:41:52,209 - mmaction - INFO - Epoch [219][3140/3757] lr: 5.339e-03, eta: 1 day, 8:41:55, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5906, top5_acc: 0.7852, loss_cls: 1.8342, loss: 1.8342, grad_norm: 6.1907 2020-08-06 21:42:07,954 - mmaction - INFO - Epoch [219][3160/3757] lr: 5.339e-03, eta: 1 day, 8:41:37, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5820, top5_acc: 0.7758, loss_cls: 1.8466, loss: 1.8466, grad_norm: 6.1973 2020-08-06 21:42:23,815 - mmaction - INFO - Epoch [219][3180/3757] lr: 5.339e-03, eta: 1 day, 8:41:20, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5734, top5_acc: 0.8086, loss_cls: 1.7643, loss: 1.7643, grad_norm: 6.2342 2020-08-06 21:42:39,641 - mmaction - INFO - Epoch [219][3200/3757] lr: 5.339e-03, eta: 1 day, 8:41:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7820, loss_cls: 1.8721, loss: 1.8721, grad_norm: 6.0768 2020-08-06 21:42:55,487 - mmaction - INFO - Epoch [219][3220/3757] lr: 5.339e-03, eta: 1 day, 8:40:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7984, loss_cls: 1.7904, loss: 1.7904, grad_norm: 6.3912 2020-08-06 21:43:11,356 - mmaction - INFO - Epoch [219][3240/3757] lr: 5.339e-03, eta: 1 day, 8:40:28, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7859, loss_cls: 1.8139, loss: 1.8139, grad_norm: 6.2960 2020-08-06 21:43:27,198 - mmaction - INFO - Epoch [219][3260/3757] lr: 5.339e-03, eta: 1 day, 8:40:11, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5852, top5_acc: 0.7906, loss_cls: 1.8328, loss: 1.8328, grad_norm: 6.2218 2020-08-06 21:43:43,076 - mmaction - INFO - Epoch [219][3280/3757] lr: 5.339e-03, eta: 1 day, 8:39:54, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7984, loss_cls: 1.8447, loss: 1.8447, grad_norm: 6.4250 2020-08-06 21:43:58,857 - mmaction - INFO - Epoch [219][3300/3757] lr: 5.339e-03, eta: 1 day, 8:39:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7828, loss_cls: 1.8371, loss: 1.8371, grad_norm: 6.1686 2020-08-06 21:44:14,738 - mmaction - INFO - Epoch [219][3320/3757] lr: 5.339e-03, eta: 1 day, 8:39:19, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5805, top5_acc: 0.7953, loss_cls: 1.7980, loss: 1.7980, grad_norm: 6.1197 2020-08-06 21:44:30,579 - mmaction - INFO - Epoch [219][3340/3757] lr: 5.339e-03, eta: 1 day, 8:39:02, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7711, loss_cls: 1.8987, loss: 1.8987, grad_norm: 6.3763 2020-08-06 21:44:46,497 - mmaction - INFO - Epoch [219][3360/3757] lr: 5.339e-03, eta: 1 day, 8:38:45, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7992, loss_cls: 1.8359, loss: 1.8359, grad_norm: 6.2819 2020-08-06 21:45:02,387 - mmaction - INFO - Epoch [219][3380/3757] lr: 5.339e-03, eta: 1 day, 8:38:27, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5820, top5_acc: 0.8109, loss_cls: 1.7614, loss: 1.7614, grad_norm: 6.1855 2020-08-06 21:45:18,077 - mmaction - INFO - Epoch [219][3400/3757] lr: 5.339e-03, eta: 1 day, 8:38:10, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7953, loss_cls: 1.8154, loss: 1.8154, grad_norm: 6.2704 2020-08-06 21:45:33,908 - mmaction - INFO - Epoch [219][3420/3757] lr: 5.339e-03, eta: 1 day, 8:37:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5852, top5_acc: 0.8094, loss_cls: 1.7603, loss: 1.7603, grad_norm: 6.2712 2020-08-06 21:45:49,725 - mmaction - INFO - Epoch [219][3440/3757] lr: 5.339e-03, eta: 1 day, 8:37:36, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7875, loss_cls: 1.8640, loss: 1.8640, grad_norm: 6.3735 2020-08-06 21:46:05,654 - mmaction - INFO - Epoch [219][3460/3757] lr: 5.339e-03, eta: 1 day, 8:37:18, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.8016, loss_cls: 1.7536, loss: 1.7536, grad_norm: 6.2229 2020-08-06 21:46:21,536 - mmaction - INFO - Epoch [219][3480/3757] lr: 5.339e-03, eta: 1 day, 8:37:01, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7742, loss_cls: 1.8514, loss: 1.8514, grad_norm: 6.2057 2020-08-06 21:46:37,443 - mmaction - INFO - Epoch [219][3500/3757] lr: 5.339e-03, eta: 1 day, 8:36:44, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7906, loss_cls: 1.8186, loss: 1.8186, grad_norm: 6.3404 2020-08-06 21:46:53,249 - mmaction - INFO - Epoch [219][3520/3757] lr: 5.339e-03, eta: 1 day, 8:36:27, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7914, loss_cls: 1.8337, loss: 1.8337, grad_norm: 6.4168 2020-08-06 21:47:09,098 - mmaction - INFO - Epoch [219][3540/3757] lr: 5.339e-03, eta: 1 day, 8:36:09, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7937, loss_cls: 1.8231, loss: 1.8231, grad_norm: 6.1857 2020-08-06 21:47:24,881 - mmaction - INFO - Epoch [219][3560/3757] lr: 5.339e-03, eta: 1 day, 8:35:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5242, top5_acc: 0.7617, loss_cls: 2.0145, loss: 2.0145, grad_norm: 6.6064 2020-08-06 21:47:40,680 - mmaction - INFO - Epoch [219][3580/3757] lr: 5.339e-03, eta: 1 day, 8:35:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7773, loss_cls: 1.8655, loss: 1.8655, grad_norm: 6.2351 2020-08-06 21:47:56,442 - mmaction - INFO - Epoch [219][3600/3757] lr: 5.339e-03, eta: 1 day, 8:35:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7680, loss_cls: 1.9045, loss: 1.9045, grad_norm: 6.2599 2020-08-06 21:48:12,302 - mmaction - INFO - Epoch [219][3620/3757] lr: 5.339e-03, eta: 1 day, 8:35:00, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5930, top5_acc: 0.7898, loss_cls: 1.7771, loss: 1.7771, grad_norm: 5.9805 2020-08-06 21:48:28,199 - mmaction - INFO - Epoch [219][3640/3757] lr: 5.339e-03, eta: 1 day, 8:34:43, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7578, loss_cls: 1.9726, loss: 1.9726, grad_norm: 6.4019 2020-08-06 21:48:44,006 - mmaction - INFO - Epoch [219][3660/3757] lr: 5.339e-03, eta: 1 day, 8:34:26, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5859, top5_acc: 0.7930, loss_cls: 1.7718, loss: 1.7718, grad_norm: 6.0430 2020-08-06 21:48:59,829 - mmaction - INFO - Epoch [219][3680/3757] lr: 5.339e-03, eta: 1 day, 8:34:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8133, loss_cls: 1.7032, loss: 1.7032, grad_norm: 5.9528 2020-08-06 21:49:15,682 - mmaction - INFO - Epoch [219][3700/3757] lr: 5.339e-03, eta: 1 day, 8:33:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7867, loss_cls: 1.8546, loss: 1.8546, grad_norm: 6.3444 2020-08-06 21:49:31,563 - mmaction - INFO - Epoch [219][3720/3757] lr: 5.339e-03, eta: 1 day, 8:33:34, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7969, loss_cls: 1.8003, loss: 1.8003, grad_norm: 6.3523 2020-08-06 21:49:47,330 - mmaction - INFO - Epoch [219][3740/3757] lr: 5.339e-03, eta: 1 day, 8:33:16, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7992, loss_cls: 1.7878, loss: 1.7878, grad_norm: 6.2344 2020-08-06 21:53:03,692 - mmaction - INFO - Epoch [220][20/3757] lr: 5.066e-03, eta: 1 day, 8:33:43, time: 8.670, data_time: 7.860, memory: 6192, top1_acc: 0.5820, top5_acc: 0.8000, loss_cls: 1.7949, loss: 1.7949, grad_norm: 6.1749 2020-08-06 21:53:19,488 - mmaction - INFO - Epoch [220][40/3757] lr: 5.066e-03, eta: 1 day, 8:33:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8047, loss_cls: 1.7281, loss: 1.7281, grad_norm: 6.1190 2020-08-06 21:53:35,380 - mmaction - INFO - Epoch [220][60/3757] lr: 5.066e-03, eta: 1 day, 8:33:08, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5922, top5_acc: 0.8078, loss_cls: 1.7226, loss: 1.7226, grad_norm: 6.1628 2020-08-06 21:53:51,226 - mmaction - INFO - Epoch [220][80/3757] lr: 5.066e-03, eta: 1 day, 8:32:51, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5656, top5_acc: 0.8008, loss_cls: 1.8341, loss: 1.8341, grad_norm: 6.2132 2020-08-06 21:54:07,086 - mmaction - INFO - Epoch [220][100/3757] lr: 5.066e-03, eta: 1 day, 8:32:34, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7930, loss_cls: 1.7980, loss: 1.7980, grad_norm: 6.3680 2020-08-06 21:54:23,018 - mmaction - INFO - Epoch [220][120/3757] lr: 5.066e-03, eta: 1 day, 8:32:17, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7977, loss_cls: 1.7524, loss: 1.7524, grad_norm: 6.2425 2020-08-06 21:54:38,915 - mmaction - INFO - Epoch [220][140/3757] lr: 5.066e-03, eta: 1 day, 8:31:59, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7937, loss_cls: 1.8065, loss: 1.8065, grad_norm: 6.2109 2020-08-06 21:54:54,796 - mmaction - INFO - Epoch [220][160/3757] lr: 5.066e-03, eta: 1 day, 8:31:42, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7930, loss_cls: 1.7882, loss: 1.7882, grad_norm: 6.1006 2020-08-06 21:55:10,673 - mmaction - INFO - Epoch [220][180/3757] lr: 5.066e-03, eta: 1 day, 8:31:25, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7641, loss_cls: 1.9135, loss: 1.9135, grad_norm: 6.3759 2020-08-06 21:55:26,473 - mmaction - INFO - Epoch [220][200/3757] lr: 5.066e-03, eta: 1 day, 8:31:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7992, loss_cls: 1.7773, loss: 1.7773, grad_norm: 6.2835 2020-08-06 21:55:42,338 - mmaction - INFO - Epoch [220][220/3757] lr: 5.066e-03, eta: 1 day, 8:30:50, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7820, loss_cls: 1.8348, loss: 1.8348, grad_norm: 6.1215 2020-08-06 21:55:58,158 - mmaction - INFO - Epoch [220][240/3757] lr: 5.066e-03, eta: 1 day, 8:30:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7937, loss_cls: 1.7728, loss: 1.7728, grad_norm: 5.9619 2020-08-06 21:56:14,041 - mmaction - INFO - Epoch [220][260/3757] lr: 5.066e-03, eta: 1 day, 8:30:16, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7766, loss_cls: 1.8782, loss: 1.8782, grad_norm: 6.2549 2020-08-06 21:56:29,865 - mmaction - INFO - Epoch [220][280/3757] lr: 5.066e-03, eta: 1 day, 8:29:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5898, top5_acc: 0.8086, loss_cls: 1.7336, loss: 1.7336, grad_norm: 6.0923 2020-08-06 21:56:45,876 - mmaction - INFO - Epoch [220][300/3757] lr: 5.066e-03, eta: 1 day, 8:29:41, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7930, loss_cls: 1.8036, loss: 1.8036, grad_norm: 6.1653 2020-08-06 21:57:01,831 - mmaction - INFO - Epoch [220][320/3757] lr: 5.066e-03, eta: 1 day, 8:29:24, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5898, top5_acc: 0.8156, loss_cls: 1.7081, loss: 1.7081, grad_norm: 6.0575 2020-08-06 21:57:17,737 - mmaction - INFO - Epoch [220][340/3757] lr: 5.066e-03, eta: 1 day, 8:29:07, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8047, loss_cls: 1.7262, loss: 1.7262, grad_norm: 6.0353 2020-08-06 21:57:33,518 - mmaction - INFO - Epoch [220][360/3757] lr: 5.066e-03, eta: 1 day, 8:28:49, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7852, loss_cls: 1.8068, loss: 1.8068, grad_norm: 6.0600 2020-08-06 21:57:49,425 - mmaction - INFO - Epoch [220][380/3757] lr: 5.066e-03, eta: 1 day, 8:28:32, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5852, top5_acc: 0.8023, loss_cls: 1.7257, loss: 1.7257, grad_norm: 6.1602 2020-08-06 21:58:05,269 - mmaction - INFO - Epoch [220][400/3757] lr: 5.066e-03, eta: 1 day, 8:28:15, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7797, loss_cls: 1.8640, loss: 1.8640, grad_norm: 6.4942 2020-08-06 21:58:21,044 - mmaction - INFO - Epoch [220][420/3757] lr: 5.066e-03, eta: 1 day, 8:27:58, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7922, loss_cls: 1.7816, loss: 1.7816, grad_norm: 6.0810 2020-08-06 21:58:36,812 - mmaction - INFO - Epoch [220][440/3757] lr: 5.066e-03, eta: 1 day, 8:27:40, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7977, loss_cls: 1.8345, loss: 1.8345, grad_norm: 6.5021 2020-08-06 21:58:52,672 - mmaction - INFO - Epoch [220][460/3757] lr: 5.066e-03, eta: 1 day, 8:27:23, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7922, loss_cls: 1.8130, loss: 1.8130, grad_norm: 6.3358 2020-08-06 21:59:08,482 - mmaction - INFO - Epoch [220][480/3757] lr: 5.066e-03, eta: 1 day, 8:27:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7766, loss_cls: 1.8706, loss: 1.8706, grad_norm: 6.2523 2020-08-06 21:59:24,375 - mmaction - INFO - Epoch [220][500/3757] lr: 5.066e-03, eta: 1 day, 8:26:48, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7875, loss_cls: 1.8027, loss: 1.8027, grad_norm: 6.2140 2020-08-06 21:59:40,144 - mmaction - INFO - Epoch [220][520/3757] lr: 5.066e-03, eta: 1 day, 8:26:31, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7859, loss_cls: 1.7977, loss: 1.7977, grad_norm: 6.0669 2020-08-06 21:59:55,973 - mmaction - INFO - Epoch [220][540/3757] lr: 5.066e-03, eta: 1 day, 8:26:14, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5859, top5_acc: 0.7969, loss_cls: 1.7643, loss: 1.7643, grad_norm: 6.3078 2020-08-06 22:00:16,681 - mmaction - INFO - Epoch [220][560/3757] lr: 5.066e-03, eta: 1 day, 8:25:58, time: 1.033, data_time: 0.004, memory: 6192, top1_acc: 0.5859, top5_acc: 0.8000, loss_cls: 1.7765, loss: 1.7765, grad_norm: 6.1839 2020-08-06 22:00:34,998 - mmaction - INFO - Epoch [220][580/3757] lr: 5.066e-03, eta: 1 day, 8:25:42, time: 0.918, data_time: 0.006, memory: 6192, top1_acc: 0.5805, top5_acc: 0.7773, loss_cls: 1.8277, loss: 1.8277, grad_norm: 6.1253 2020-08-06 22:00:54,077 - mmaction - INFO - Epoch [220][600/3757] lr: 5.066e-03, eta: 1 day, 8:25:26, time: 0.954, data_time: 0.004, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7844, loss_cls: 1.8080, loss: 1.8080, grad_norm: 6.2617 2020-08-06 22:01:09,887 - mmaction - INFO - Epoch [220][620/3757] lr: 5.066e-03, eta: 1 day, 8:25:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.7810, loss: 1.7810, grad_norm: 6.3936 2020-08-06 22:01:25,752 - mmaction - INFO - Epoch [220][640/3757] lr: 5.066e-03, eta: 1 day, 8:24:52, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7883, loss_cls: 1.8372, loss: 1.8372, grad_norm: 6.2771 2020-08-06 22:01:41,653 - mmaction - INFO - Epoch [220][660/3757] lr: 5.066e-03, eta: 1 day, 8:24:34, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7961, loss_cls: 1.8281, loss: 1.8281, grad_norm: 6.1712 2020-08-06 22:01:57,482 - mmaction - INFO - Epoch [220][680/3757] lr: 5.066e-03, eta: 1 day, 8:24:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5805, top5_acc: 0.7820, loss_cls: 1.8439, loss: 1.8439, grad_norm: 6.1615 2020-08-06 22:02:13,493 - mmaction - INFO - Epoch [220][700/3757] lr: 5.066e-03, eta: 1 day, 8:24:00, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7906, loss_cls: 1.7789, loss: 1.7789, grad_norm: 6.1893 2020-08-06 22:02:33,009 - mmaction - INFO - Epoch [220][720/3757] lr: 5.066e-03, eta: 1 day, 8:23:44, time: 0.974, data_time: 0.186, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8000, loss_cls: 1.7660, loss: 1.7660, grad_norm: 6.2283 2020-08-06 22:02:48,752 - mmaction - INFO - Epoch [220][740/3757] lr: 5.066e-03, eta: 1 day, 8:23:27, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8055, loss_cls: 1.7720, loss: 1.7720, grad_norm: 6.1645 2020-08-06 22:03:04,577 - mmaction - INFO - Epoch [220][760/3757] lr: 5.066e-03, eta: 1 day, 8:23:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5711, top5_acc: 0.8000, loss_cls: 1.8069, loss: 1.8069, grad_norm: 6.1773 2020-08-06 22:03:24,273 - mmaction - INFO - Epoch [220][780/3757] lr: 5.066e-03, eta: 1 day, 8:22:54, time: 0.985, data_time: 0.026, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7898, loss_cls: 1.8283, loss: 1.8283, grad_norm: 6.1430 2020-08-06 22:03:40,230 - mmaction - INFO - Epoch [220][800/3757] lr: 5.066e-03, eta: 1 day, 8:22:37, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7852, loss_cls: 1.8334, loss: 1.8334, grad_norm: 6.4083 2020-08-06 22:03:56,061 - mmaction - INFO - Epoch [220][820/3757] lr: 5.066e-03, eta: 1 day, 8:22:19, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8109, loss_cls: 1.6964, loss: 1.6964, grad_norm: 6.2345 2020-08-06 22:04:12,049 - mmaction - INFO - Epoch [220][840/3757] lr: 5.066e-03, eta: 1 day, 8:22:02, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8008, loss_cls: 1.7431, loss: 1.7431, grad_norm: 6.0078 2020-08-06 22:04:32,964 - mmaction - INFO - Epoch [220][860/3757] lr: 5.066e-03, eta: 1 day, 8:21:47, time: 1.046, data_time: 0.003, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7953, loss_cls: 1.7896, loss: 1.7896, grad_norm: 6.2039 2020-08-06 22:04:49,128 - mmaction - INFO - Epoch [220][880/3757] lr: 5.066e-03, eta: 1 day, 8:21:30, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.5867, top5_acc: 0.8133, loss_cls: 1.7424, loss: 1.7424, grad_norm: 6.0545 2020-08-06 22:05:06,369 - mmaction - INFO - Epoch [220][900/3757] lr: 5.066e-03, eta: 1 day, 8:21:13, time: 0.860, data_time: 0.062, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7906, loss_cls: 1.8293, loss: 1.8293, grad_norm: 6.1622 2020-08-06 22:05:26,179 - mmaction - INFO - Epoch [220][920/3757] lr: 5.066e-03, eta: 1 day, 8:20:57, time: 0.991, data_time: 0.002, memory: 6192, top1_acc: 0.5773, top5_acc: 0.8055, loss_cls: 1.7729, loss: 1.7729, grad_norm: 6.2253 2020-08-06 22:05:42,141 - mmaction - INFO - Epoch [220][940/3757] lr: 5.066e-03, eta: 1 day, 8:20:40, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7922, loss_cls: 1.7682, loss: 1.7682, grad_norm: 6.2666 2020-08-06 22:05:58,019 - mmaction - INFO - Epoch [220][960/3757] lr: 5.066e-03, eta: 1 day, 8:20:23, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.8117, loss_cls: 1.7640, loss: 1.7640, grad_norm: 6.1690 2020-08-06 22:06:21,802 - mmaction - INFO - Epoch [220][980/3757] lr: 5.066e-03, eta: 1 day, 8:20:09, time: 1.191, data_time: 0.407, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7977, loss_cls: 1.7832, loss: 1.7832, grad_norm: 6.3106 2020-08-06 22:06:38,108 - mmaction - INFO - Epoch [220][1000/3757] lr: 5.066e-03, eta: 1 day, 8:19:52, time: 0.812, data_time: 0.004, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7945, loss_cls: 1.8096, loss: 1.8096, grad_norm: 6.3673 2020-08-06 22:06:54,125 - mmaction - INFO - Epoch [220][1020/3757] lr: 5.066e-03, eta: 1 day, 8:19:34, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.5781, top5_acc: 0.8000, loss_cls: 1.7908, loss: 1.7908, grad_norm: 6.1659 2020-08-06 22:07:14,121 - mmaction - INFO - Epoch [220][1040/3757] lr: 5.066e-03, eta: 1 day, 8:19:19, time: 1.001, data_time: 0.004, memory: 6192, top1_acc: 0.5828, top5_acc: 0.8187, loss_cls: 1.7206, loss: 1.7206, grad_norm: 6.2956 2020-08-06 22:07:31,309 - mmaction - INFO - Epoch [220][1060/3757] lr: 5.066e-03, eta: 1 day, 8:19:02, time: 0.859, data_time: 0.013, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7844, loss_cls: 1.8245, loss: 1.8245, grad_norm: 6.2717 2020-08-06 22:07:48,009 - mmaction - INFO - Epoch [220][1080/3757] lr: 5.066e-03, eta: 1 day, 8:18:45, time: 0.836, data_time: 0.004, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7961, loss_cls: 1.8087, loss: 1.8087, grad_norm: 6.2367 2020-08-06 22:08:13,061 - mmaction - INFO - Epoch [220][1100/3757] lr: 5.066e-03, eta: 1 day, 8:18:32, time: 1.252, data_time: 0.041, memory: 6192, top1_acc: 0.5938, top5_acc: 0.7859, loss_cls: 1.7843, loss: 1.7843, grad_norm: 6.2457 2020-08-06 22:08:30,829 - mmaction - INFO - Epoch [220][1120/3757] lr: 5.066e-03, eta: 1 day, 8:18:15, time: 0.887, data_time: 0.095, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7750, loss_cls: 1.8821, loss: 1.8821, grad_norm: 6.2720 2020-08-06 22:08:46,727 - mmaction - INFO - Epoch [220][1140/3757] lr: 5.066e-03, eta: 1 day, 8:17:58, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7953, loss_cls: 1.8031, loss: 1.8031, grad_norm: 6.2017 2020-08-06 22:09:08,954 - mmaction - INFO - Epoch [220][1160/3757] lr: 5.066e-03, eta: 1 day, 8:17:43, time: 1.112, data_time: 0.004, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8063, loss_cls: 1.7398, loss: 1.7398, grad_norm: 6.1099 2020-08-06 22:09:28,675 - mmaction - INFO - Epoch [220][1180/3757] lr: 5.066e-03, eta: 1 day, 8:17:27, time: 0.986, data_time: 0.003, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7961, loss_cls: 1.7780, loss: 1.7780, grad_norm: 6.0621 2020-08-06 22:09:48,204 - mmaction - INFO - Epoch [220][1200/3757] lr: 5.066e-03, eta: 1 day, 8:17:12, time: 0.976, data_time: 0.004, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7937, loss_cls: 1.8277, loss: 1.8277, grad_norm: 6.2291 2020-08-06 22:10:07,548 - mmaction - INFO - Epoch [220][1220/3757] lr: 5.066e-03, eta: 1 day, 8:16:56, time: 0.967, data_time: 0.010, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8133, loss_cls: 1.7184, loss: 1.7184, grad_norm: 6.1417 2020-08-06 22:10:26,104 - mmaction - INFO - Epoch [220][1240/3757] lr: 5.066e-03, eta: 1 day, 8:16:39, time: 0.928, data_time: 0.016, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7945, loss_cls: 1.7707, loss: 1.7707, grad_norm: 6.3032 2020-08-06 22:10:45,645 - mmaction - INFO - Epoch [220][1260/3757] lr: 5.066e-03, eta: 1 day, 8:16:24, time: 0.978, data_time: 0.004, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8000, loss_cls: 1.7993, loss: 1.7993, grad_norm: 6.3571 2020-08-06 22:11:01,713 - mmaction - INFO - Epoch [220][1280/3757] lr: 5.066e-03, eta: 1 day, 8:16:06, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7805, loss_cls: 1.8844, loss: 1.8844, grad_norm: 6.3869 2020-08-06 22:11:20,053 - mmaction - INFO - Epoch [220][1300/3757] lr: 5.066e-03, eta: 1 day, 8:15:50, time: 0.917, data_time: 0.004, memory: 6192, top1_acc: 0.5859, top5_acc: 0.8008, loss_cls: 1.7527, loss: 1.7527, grad_norm: 6.2564 2020-08-06 22:11:36,147 - mmaction - INFO - Epoch [220][1320/3757] lr: 5.066e-03, eta: 1 day, 8:15:33, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.5820, top5_acc: 0.8125, loss_cls: 1.7113, loss: 1.7113, grad_norm: 6.2478 2020-08-06 22:11:59,402 - mmaction - INFO - Epoch [220][1340/3757] lr: 5.066e-03, eta: 1 day, 8:15:19, time: 1.162, data_time: 0.003, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7844, loss_cls: 1.8119, loss: 1.8119, grad_norm: 6.2981 2020-08-06 22:12:16,380 - mmaction - INFO - Epoch [220][1360/3757] lr: 5.066e-03, eta: 1 day, 8:15:02, time: 0.849, data_time: 0.004, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7867, loss_cls: 1.8048, loss: 1.8048, grad_norm: 6.3058 2020-08-06 22:12:35,224 - mmaction - INFO - Epoch [220][1380/3757] lr: 5.066e-03, eta: 1 day, 8:14:46, time: 0.943, data_time: 0.001, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8219, loss_cls: 1.6721, loss: 1.6721, grad_norm: 6.1108 2020-08-06 22:12:57,910 - mmaction - INFO - Epoch [220][1400/3757] lr: 5.066e-03, eta: 1 day, 8:14:31, time: 1.134, data_time: 0.001, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7867, loss_cls: 1.8747, loss: 1.8747, grad_norm: 6.6667 2020-08-06 22:13:15,780 - mmaction - INFO - Epoch [220][1420/3757] lr: 5.066e-03, eta: 1 day, 8:14:15, time: 0.893, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.7977, loss_cls: 1.7372, loss: 1.7372, grad_norm: 6.3455 2020-08-06 22:13:32,795 - mmaction - INFO - Epoch [220][1440/3757] lr: 5.066e-03, eta: 1 day, 8:13:58, time: 0.851, data_time: 0.004, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7734, loss_cls: 1.9473, loss: 1.9473, grad_norm: 6.4101 2020-08-06 22:13:54,736 - mmaction - INFO - Epoch [220][1460/3757] lr: 5.066e-03, eta: 1 day, 8:13:43, time: 1.096, data_time: 0.303, memory: 6192, top1_acc: 0.5930, top5_acc: 0.7867, loss_cls: 1.7958, loss: 1.7958, grad_norm: 6.3609 2020-08-06 22:14:11,868 - mmaction - INFO - Epoch [220][1480/3757] lr: 5.066e-03, eta: 1 day, 8:13:26, time: 0.857, data_time: 0.004, memory: 6192, top1_acc: 0.5922, top5_acc: 0.8102, loss_cls: 1.7142, loss: 1.7142, grad_norm: 6.2447 2020-08-06 22:14:29,659 - mmaction - INFO - Epoch [220][1500/3757] lr: 5.066e-03, eta: 1 day, 8:13:10, time: 0.890, data_time: 0.004, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7867, loss_cls: 1.8911, loss: 1.8911, grad_norm: 6.4111 2020-08-06 22:14:49,434 - mmaction - INFO - Epoch [220][1520/3757] lr: 5.066e-03, eta: 1 day, 8:12:54, time: 0.988, data_time: 0.003, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7859, loss_cls: 1.8719, loss: 1.8719, grad_norm: 6.3817 2020-08-06 22:15:06,491 - mmaction - INFO - Epoch [220][1540/3757] lr: 5.066e-03, eta: 1 day, 8:12:37, time: 0.853, data_time: 0.004, memory: 6192, top1_acc: 0.5703, top5_acc: 0.8016, loss_cls: 1.7930, loss: 1.7930, grad_norm: 6.3666 2020-08-06 22:15:24,918 - mmaction - INFO - Epoch [220][1560/3757] lr: 5.066e-03, eta: 1 day, 8:12:21, time: 0.922, data_time: 0.001, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7953, loss_cls: 1.7465, loss: 1.7465, grad_norm: 6.3785 2020-08-06 22:15:43,713 - mmaction - INFO - Epoch [220][1580/3757] lr: 5.066e-03, eta: 1 day, 8:12:05, time: 0.940, data_time: 0.003, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7875, loss_cls: 1.8394, loss: 1.8394, grad_norm: 6.3285 2020-08-06 22:15:59,859 - mmaction - INFO - Epoch [220][1600/3757] lr: 5.066e-03, eta: 1 day, 8:11:48, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.5836, top5_acc: 0.8039, loss_cls: 1.7638, loss: 1.7638, grad_norm: 6.3327 2020-08-06 22:16:16,035 - mmaction - INFO - Epoch [220][1620/3757] lr: 5.066e-03, eta: 1 day, 8:11:31, time: 0.809, data_time: 0.004, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7852, loss_cls: 1.8145, loss: 1.8145, grad_norm: 6.3330 2020-08-06 22:16:33,907 - mmaction - INFO - Epoch [220][1640/3757] lr: 5.066e-03, eta: 1 day, 8:11:14, time: 0.893, data_time: 0.005, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8094, loss_cls: 1.7258, loss: 1.7258, grad_norm: 6.1850 2020-08-06 22:16:51,291 - mmaction - INFO - Epoch [220][1660/3757] lr: 5.066e-03, eta: 1 day, 8:10:58, time: 0.870, data_time: 0.081, memory: 6192, top1_acc: 0.5867, top5_acc: 0.8016, loss_cls: 1.7825, loss: 1.7825, grad_norm: 6.2598 2020-08-06 22:17:08,939 - mmaction - INFO - Epoch [220][1680/3757] lr: 5.066e-03, eta: 1 day, 8:10:41, time: 0.883, data_time: 0.090, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7961, loss_cls: 1.8214, loss: 1.8214, grad_norm: 6.3846 2020-08-06 22:17:30,238 - mmaction - INFO - Epoch [220][1700/3757] lr: 5.066e-03, eta: 1 day, 8:10:26, time: 1.064, data_time: 0.003, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7898, loss_cls: 1.8446, loss: 1.8446, grad_norm: 6.2378 2020-08-06 22:17:50,734 - mmaction - INFO - Epoch [220][1720/3757] lr: 5.066e-03, eta: 1 day, 8:10:11, time: 1.026, data_time: 0.004, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7969, loss_cls: 1.7439, loss: 1.7439, grad_norm: 6.3025 2020-08-06 22:18:14,234 - mmaction - INFO - Epoch [220][1740/3757] lr: 5.066e-03, eta: 1 day, 8:09:56, time: 1.175, data_time: 0.007, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8109, loss_cls: 1.6681, loss: 1.6681, grad_norm: 5.9608 2020-08-06 22:18:35,365 - mmaction - INFO - Epoch [220][1760/3757] lr: 5.066e-03, eta: 1 day, 8:09:41, time: 1.056, data_time: 0.004, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7867, loss_cls: 1.8000, loss: 1.8000, grad_norm: 6.2309 2020-08-06 22:18:57,090 - mmaction - INFO - Epoch [220][1780/3757] lr: 5.066e-03, eta: 1 day, 8:09:26, time: 1.087, data_time: 0.004, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7781, loss_cls: 1.8534, loss: 1.8534, grad_norm: 6.3259 2020-08-06 22:19:19,987 - mmaction - INFO - Epoch [220][1800/3757] lr: 5.066e-03, eta: 1 day, 8:09:12, time: 1.144, data_time: 0.004, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7906, loss_cls: 1.8421, loss: 1.8421, grad_norm: 6.4647 2020-08-06 22:19:37,389 - mmaction - INFO - Epoch [220][1820/3757] lr: 5.066e-03, eta: 1 day, 8:08:55, time: 0.871, data_time: 0.069, memory: 6192, top1_acc: 0.5883, top5_acc: 0.8109, loss_cls: 1.7616, loss: 1.7616, grad_norm: 6.2224 2020-08-06 22:19:55,828 - mmaction - INFO - Epoch [220][1840/3757] lr: 5.066e-03, eta: 1 day, 8:08:39, time: 0.921, data_time: 0.133, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8148, loss_cls: 1.7197, loss: 1.7197, grad_norm: 6.2037 2020-08-06 22:20:19,031 - mmaction - INFO - Epoch [220][1860/3757] lr: 5.066e-03, eta: 1 day, 8:08:24, time: 1.161, data_time: 0.150, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7961, loss_cls: 1.7579, loss: 1.7579, grad_norm: 6.2934 2020-08-06 22:20:43,586 - mmaction - INFO - Epoch [220][1880/3757] lr: 5.066e-03, eta: 1 day, 8:08:11, time: 1.228, data_time: 0.001, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7852, loss_cls: 1.8418, loss: 1.8418, grad_norm: 6.3776 2020-08-06 22:21:00,212 - mmaction - INFO - Epoch [220][1900/3757] lr: 5.066e-03, eta: 1 day, 8:07:54, time: 0.831, data_time: 0.003, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7937, loss_cls: 1.7656, loss: 1.7656, grad_norm: 6.1005 2020-08-06 22:21:19,100 - mmaction - INFO - Epoch [220][1920/3757] lr: 5.066e-03, eta: 1 day, 8:07:38, time: 0.945, data_time: 0.004, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7914, loss_cls: 1.7580, loss: 1.7580, grad_norm: 6.2658 2020-08-06 22:21:35,228 - mmaction - INFO - Epoch [220][1940/3757] lr: 5.066e-03, eta: 1 day, 8:07:20, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7945, loss_cls: 1.8465, loss: 1.8465, grad_norm: 6.5563 2020-08-06 22:21:51,304 - mmaction - INFO - Epoch [220][1960/3757] lr: 5.066e-03, eta: 1 day, 8:07:03, time: 0.806, data_time: 0.006, memory: 6192, top1_acc: 0.5883, top5_acc: 0.8047, loss_cls: 1.7773, loss: 1.7773, grad_norm: 6.3108 2020-08-06 22:22:09,456 - mmaction - INFO - Epoch [220][1980/3757] lr: 5.066e-03, eta: 1 day, 8:06:47, time: 0.908, data_time: 0.003, memory: 6192, top1_acc: 0.5930, top5_acc: 0.7891, loss_cls: 1.7582, loss: 1.7582, grad_norm: 6.2130 2020-08-06 22:22:26,394 - mmaction - INFO - Epoch [220][2000/3757] lr: 5.066e-03, eta: 1 day, 8:06:30, time: 0.847, data_time: 0.003, memory: 6192, top1_acc: 0.6031, top5_acc: 0.7930, loss_cls: 1.7384, loss: 1.7384, grad_norm: 6.2011 2020-08-06 22:22:43,042 - mmaction - INFO - Epoch [220][2020/3757] lr: 5.066e-03, eta: 1 day, 8:06:13, time: 0.833, data_time: 0.037, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7891, loss_cls: 1.8338, loss: 1.8338, grad_norm: 6.3902 2020-08-06 22:23:05,431 - mmaction - INFO - Epoch [220][2040/3757] lr: 5.066e-03, eta: 1 day, 8:05:58, time: 1.119, data_time: 0.015, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7961, loss_cls: 1.8123, loss: 1.8123, grad_norm: 6.4172 2020-08-06 22:23:26,047 - mmaction - INFO - Epoch [220][2060/3757] lr: 5.066e-03, eta: 1 day, 8:05:43, time: 1.031, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8133, loss_cls: 1.7075, loss: 1.7075, grad_norm: 6.1421 2020-08-06 22:23:43,888 - mmaction - INFO - Epoch [220][2080/3757] lr: 5.066e-03, eta: 1 day, 8:05:27, time: 0.892, data_time: 0.004, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7891, loss_cls: 1.8052, loss: 1.8052, grad_norm: 6.1663 2020-08-06 22:24:01,440 - mmaction - INFO - Epoch [220][2100/3757] lr: 5.066e-03, eta: 1 day, 8:05:10, time: 0.878, data_time: 0.004, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7984, loss_cls: 1.7687, loss: 1.7687, grad_norm: 6.3192 2020-08-06 22:24:19,771 - mmaction - INFO - Epoch [220][2120/3757] lr: 5.066e-03, eta: 1 day, 8:04:54, time: 0.915, data_time: 0.003, memory: 6192, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7895, loss: 1.7895, grad_norm: 6.2253 2020-08-06 22:24:37,201 - mmaction - INFO - Epoch [220][2140/3757] lr: 5.066e-03, eta: 1 day, 8:04:37, time: 0.873, data_time: 0.005, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7922, loss_cls: 1.7583, loss: 1.7583, grad_norm: 6.1156 2020-08-06 22:24:55,568 - mmaction - INFO - Epoch [220][2160/3757] lr: 5.066e-03, eta: 1 day, 8:04:21, time: 0.917, data_time: 0.003, memory: 6192, top1_acc: 0.5703, top5_acc: 0.8008, loss_cls: 1.7984, loss: 1.7984, grad_norm: 6.4388 2020-08-06 22:25:12,812 - mmaction - INFO - Epoch [220][2180/3757] lr: 5.066e-03, eta: 1 day, 8:04:04, time: 0.862, data_time: 0.005, memory: 6192, top1_acc: 0.5828, top5_acc: 0.8070, loss_cls: 1.7281, loss: 1.7281, grad_norm: 6.3055 2020-08-06 22:25:34,638 - mmaction - INFO - Epoch [220][2200/3757] lr: 5.066e-03, eta: 1 day, 8:03:49, time: 1.092, data_time: 0.005, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7852, loss_cls: 1.8597, loss: 1.8597, grad_norm: 6.3667 2020-08-06 22:25:54,935 - mmaction - INFO - Epoch [220][2220/3757] lr: 5.066e-03, eta: 1 day, 8:03:34, time: 1.014, data_time: 0.115, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8039, loss_cls: 1.7444, loss: 1.7444, grad_norm: 6.2233 2020-08-06 22:26:11,018 - mmaction - INFO - Epoch [220][2240/3757] lr: 5.066e-03, eta: 1 day, 8:03:16, time: 0.804, data_time: 0.005, memory: 6192, top1_acc: 0.5898, top5_acc: 0.7953, loss_cls: 1.7897, loss: 1.7897, grad_norm: 6.2364 2020-08-06 22:26:28,520 - mmaction - INFO - Epoch [220][2260/3757] lr: 5.066e-03, eta: 1 day, 8:03:00, time: 0.874, data_time: 0.004, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7867, loss_cls: 1.7926, loss: 1.7926, grad_norm: 6.5267 2020-08-06 22:26:46,848 - mmaction - INFO - Epoch [220][2280/3757] lr: 5.066e-03, eta: 1 day, 8:02:43, time: 0.917, data_time: 0.002, memory: 6192, top1_acc: 0.5961, top5_acc: 0.7969, loss_cls: 1.7442, loss: 1.7442, grad_norm: 6.1359 2020-08-06 22:27:11,101 - mmaction - INFO - Epoch [220][2300/3757] lr: 5.066e-03, eta: 1 day, 8:02:29, time: 1.211, data_time: 0.003, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8148, loss_cls: 1.7078, loss: 1.7078, grad_norm: 6.2199 2020-08-06 22:27:32,401 - mmaction - INFO - Epoch [220][2320/3757] lr: 5.066e-03, eta: 1 day, 8:02:14, time: 1.067, data_time: 0.006, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7891, loss_cls: 1.8398, loss: 1.8398, grad_norm: 6.2327 2020-08-06 22:27:50,540 - mmaction - INFO - Epoch [220][2340/3757] lr: 5.066e-03, eta: 1 day, 8:01:58, time: 0.907, data_time: 0.003, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7773, loss_cls: 1.8758, loss: 1.8758, grad_norm: 6.2267 2020-08-06 22:28:06,364 - mmaction - INFO - Epoch [220][2360/3757] lr: 5.066e-03, eta: 1 day, 8:01:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7867, loss_cls: 1.8163, loss: 1.8163, grad_norm: 6.2560 2020-08-06 22:28:22,409 - mmaction - INFO - Epoch [220][2380/3757] lr: 5.066e-03, eta: 1 day, 8:01:24, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.5836, top5_acc: 0.8031, loss_cls: 1.7364, loss: 1.7364, grad_norm: 6.2706 2020-08-06 22:28:38,342 - mmaction - INFO - Epoch [220][2400/3757] lr: 5.066e-03, eta: 1 day, 8:01:06, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5781, top5_acc: 0.8086, loss_cls: 1.7431, loss: 1.7431, grad_norm: 6.1628 2020-08-06 22:28:54,660 - mmaction - INFO - Epoch [220][2420/3757] lr: 5.066e-03, eta: 1 day, 8:00:49, time: 0.815, data_time: 0.003, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7758, loss_cls: 1.8421, loss: 1.8421, grad_norm: 6.1846 2020-08-06 22:29:12,708 - mmaction - INFO - Epoch [220][2440/3757] lr: 5.066e-03, eta: 1 day, 8:00:33, time: 0.903, data_time: 0.004, memory: 6192, top1_acc: 0.5820, top5_acc: 0.8039, loss_cls: 1.7440, loss: 1.7440, grad_norm: 6.2338 2020-08-06 22:29:36,193 - mmaction - INFO - Epoch [220][2460/3757] lr: 5.066e-03, eta: 1 day, 8:00:18, time: 1.173, data_time: 0.119, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7992, loss_cls: 1.8237, loss: 1.8237, grad_norm: 6.3190 2020-08-06 22:29:57,591 - mmaction - INFO - Epoch [220][2480/3757] lr: 5.066e-03, eta: 1 day, 8:00:03, time: 1.072, data_time: 0.005, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7797, loss_cls: 1.8953, loss: 1.8953, grad_norm: 6.4443 2020-08-06 22:30:14,640 - mmaction - INFO - Epoch [220][2500/3757] lr: 5.066e-03, eta: 1 day, 7:59:47, time: 0.853, data_time: 0.004, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.8992, loss: 1.8992, grad_norm: 6.2234 2020-08-06 22:30:32,747 - mmaction - INFO - Epoch [220][2520/3757] lr: 5.066e-03, eta: 1 day, 7:59:30, time: 0.905, data_time: 0.004, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7875, loss_cls: 1.8612, loss: 1.8612, grad_norm: 6.3543 2020-08-06 22:30:57,110 - mmaction - INFO - Epoch [220][2540/3757] lr: 5.066e-03, eta: 1 day, 7:59:16, time: 1.218, data_time: 0.003, memory: 6192, top1_acc: 0.5852, top5_acc: 0.8039, loss_cls: 1.7543, loss: 1.7543, grad_norm: 6.2542 2020-08-06 22:31:13,297 - mmaction - INFO - Epoch [220][2560/3757] lr: 5.066e-03, eta: 1 day, 7:58:59, time: 0.810, data_time: 0.004, memory: 6192, top1_acc: 0.5773, top5_acc: 0.8094, loss_cls: 1.7471, loss: 1.7471, grad_norm: 6.1689 2020-08-06 22:31:29,144 - mmaction - INFO - Epoch [220][2580/3757] lr: 5.066e-03, eta: 1 day, 7:58:42, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7930, loss_cls: 1.7892, loss: 1.7892, grad_norm: 6.4138 2020-08-06 22:31:49,070 - mmaction - INFO - Epoch [220][2600/3757] lr: 5.066e-03, eta: 1 day, 7:58:26, time: 0.997, data_time: 0.002, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7977, loss_cls: 1.7425, loss: 1.7425, grad_norm: 6.2204 2020-08-06 22:32:07,501 - mmaction - INFO - Epoch [220][2620/3757] lr: 5.066e-03, eta: 1 day, 7:58:10, time: 0.922, data_time: 0.003, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7719, loss_cls: 1.8635, loss: 1.8635, grad_norm: 6.3913 2020-08-06 22:32:23,542 - mmaction - INFO - Epoch [220][2640/3757] lr: 5.066e-03, eta: 1 day, 7:57:53, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7953, loss_cls: 1.8581, loss: 1.8581, grad_norm: 6.1356 2020-08-06 22:32:47,635 - mmaction - INFO - Epoch [220][2660/3757] lr: 5.066e-03, eta: 1 day, 7:57:39, time: 1.205, data_time: 0.004, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7852, loss_cls: 1.9046, loss: 1.9046, grad_norm: 6.4812 2020-08-06 22:33:03,851 - mmaction - INFO - Epoch [220][2680/3757] lr: 5.066e-03, eta: 1 day, 7:57:22, time: 0.811, data_time: 0.002, memory: 6192, top1_acc: 0.5687, top5_acc: 0.8008, loss_cls: 1.8064, loss: 1.8064, grad_norm: 6.4439 2020-08-06 22:33:19,978 - mmaction - INFO - Epoch [220][2700/3757] lr: 5.066e-03, eta: 1 day, 7:57:04, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7969, loss_cls: 1.8113, loss: 1.8113, grad_norm: 6.1988 2020-08-06 22:33:36,004 - mmaction - INFO - Epoch [220][2720/3757] lr: 5.066e-03, eta: 1 day, 7:56:47, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.5797, top5_acc: 0.8008, loss_cls: 1.7996, loss: 1.7996, grad_norm: 6.2056 2020-08-06 22:33:53,102 - mmaction - INFO - Epoch [220][2740/3757] lr: 5.066e-03, eta: 1 day, 7:56:30, time: 0.854, data_time: 0.004, memory: 6192, top1_acc: 0.5922, top5_acc: 0.7992, loss_cls: 1.7658, loss: 1.7658, grad_norm: 6.2642 2020-08-06 22:34:09,036 - mmaction - INFO - Epoch [220][2760/3757] lr: 5.066e-03, eta: 1 day, 7:56:13, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7922, loss_cls: 1.8744, loss: 1.8744, grad_norm: 6.3698 2020-08-06 22:34:25,098 - mmaction - INFO - Epoch [220][2780/3757] lr: 5.066e-03, eta: 1 day, 7:55:56, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7797, loss_cls: 1.8827, loss: 1.8827, grad_norm: 6.5572 2020-08-06 22:34:40,908 - mmaction - INFO - Epoch [220][2800/3757] lr: 5.066e-03, eta: 1 day, 7:55:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5891, top5_acc: 0.8039, loss_cls: 1.7866, loss: 1.7866, grad_norm: 6.2728 2020-08-06 22:34:56,809 - mmaction - INFO - Epoch [220][2820/3757] lr: 5.066e-03, eta: 1 day, 7:55:21, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7969, loss_cls: 1.8005, loss: 1.8005, grad_norm: 6.2880 2020-08-06 22:35:12,693 - mmaction - INFO - Epoch [220][2840/3757] lr: 5.066e-03, eta: 1 day, 7:55:04, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5813, top5_acc: 0.8102, loss_cls: 1.7468, loss: 1.7468, grad_norm: 6.2335 2020-08-06 22:35:28,564 - mmaction - INFO - Epoch [220][2860/3757] lr: 5.066e-03, eta: 1 day, 7:54:47, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7836, loss_cls: 1.8733, loss: 1.8733, grad_norm: 6.3128 2020-08-06 22:35:44,373 - mmaction - INFO - Epoch [220][2880/3757] lr: 5.066e-03, eta: 1 day, 7:54:30, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.5859, top5_acc: 0.8008, loss_cls: 1.7597, loss: 1.7597, grad_norm: 6.1146 2020-08-06 22:36:00,292 - mmaction - INFO - Epoch [220][2900/3757] lr: 5.066e-03, eta: 1 day, 7:54:12, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7945, loss_cls: 1.8462, loss: 1.8462, grad_norm: 6.3686 2020-08-06 22:36:16,193 - mmaction - INFO - Epoch [220][2920/3757] lr: 5.066e-03, eta: 1 day, 7:53:55, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7875, loss_cls: 1.8183, loss: 1.8183, grad_norm: 6.3255 2020-08-06 22:36:32,069 - mmaction - INFO - Epoch [220][2940/3757] lr: 5.066e-03, eta: 1 day, 7:53:38, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7867, loss_cls: 1.8730, loss: 1.8730, grad_norm: 6.3814 2020-08-06 22:36:47,909 - mmaction - INFO - Epoch [220][2960/3757] lr: 5.066e-03, eta: 1 day, 7:53:20, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.5687, top5_acc: 0.8008, loss_cls: 1.7696, loss: 1.7696, grad_norm: 6.3442 2020-08-06 22:37:03,926 - mmaction - INFO - Epoch [220][2980/3757] lr: 5.066e-03, eta: 1 day, 7:53:03, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7922, loss_cls: 1.8467, loss: 1.8467, grad_norm: 6.6110 2020-08-06 22:37:20,799 - mmaction - INFO - Epoch [220][3000/3757] lr: 5.066e-03, eta: 1 day, 7:52:46, time: 0.842, data_time: 0.004, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7797, loss_cls: 1.8301, loss: 1.8301, grad_norm: 6.3075 2020-08-06 22:37:36,868 - mmaction - INFO - Epoch [220][3020/3757] lr: 5.066e-03, eta: 1 day, 7:52:29, time: 0.805, data_time: 0.005, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8109, loss_cls: 1.7162, loss: 1.7162, grad_norm: 6.2442 2020-08-06 22:37:53,540 - mmaction - INFO - Epoch [220][3040/3757] lr: 5.066e-03, eta: 1 day, 7:52:12, time: 0.833, data_time: 0.003, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7852, loss_cls: 1.7864, loss: 1.7864, grad_norm: 6.2077 2020-08-06 22:38:11,399 - mmaction - INFO - Epoch [220][3060/3757] lr: 5.066e-03, eta: 1 day, 7:51:56, time: 0.892, data_time: 0.004, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7805, loss_cls: 1.8326, loss: 1.8326, grad_norm: 6.1868 2020-08-06 22:38:29,198 - mmaction - INFO - Epoch [220][3080/3757] lr: 5.066e-03, eta: 1 day, 7:51:39, time: 0.889, data_time: 0.099, memory: 6192, top1_acc: 0.5906, top5_acc: 0.7844, loss_cls: 1.8171, loss: 1.8171, grad_norm: 6.2794 2020-08-06 22:38:45,376 - mmaction - INFO - Epoch [220][3100/3757] lr: 5.066e-03, eta: 1 day, 7:51:22, time: 0.811, data_time: 0.007, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7883, loss_cls: 1.8430, loss: 1.8430, grad_norm: 6.2835 2020-08-06 22:39:03,272 - mmaction - INFO - Epoch [220][3120/3757] lr: 5.066e-03, eta: 1 day, 7:51:06, time: 0.896, data_time: 0.004, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7891, loss_cls: 1.8426, loss: 1.8426, grad_norm: 6.2680 2020-08-06 22:39:25,559 - mmaction - INFO - Epoch [220][3140/3757] lr: 5.066e-03, eta: 1 day, 7:50:51, time: 1.114, data_time: 0.003, memory: 6192, top1_acc: 0.5938, top5_acc: 0.7953, loss_cls: 1.7804, loss: 1.7804, grad_norm: 6.3745 2020-08-06 22:39:41,375 - mmaction - INFO - Epoch [220][3160/3757] lr: 5.066e-03, eta: 1 day, 7:50:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5789, top5_acc: 0.8000, loss_cls: 1.7460, loss: 1.7460, grad_norm: 6.0666 2020-08-06 22:40:03,538 - mmaction - INFO - Epoch [220][3180/3757] lr: 5.066e-03, eta: 1 day, 7:50:19, time: 1.108, data_time: 0.165, memory: 6192, top1_acc: 0.6086, top5_acc: 0.7961, loss_cls: 1.7470, loss: 1.7470, grad_norm: 6.1072 2020-08-06 22:40:21,639 - mmaction - INFO - Epoch [220][3200/3757] lr: 5.066e-03, eta: 1 day, 7:50:02, time: 0.904, data_time: 0.003, memory: 6192, top1_acc: 0.5789, top5_acc: 0.8047, loss_cls: 1.7752, loss: 1.7752, grad_norm: 6.3334 2020-08-06 22:40:41,985 - mmaction - INFO - Epoch [220][3220/3757] lr: 5.066e-03, eta: 1 day, 7:49:47, time: 1.019, data_time: 0.023, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7852, loss_cls: 1.8151, loss: 1.8151, grad_norm: 6.3224 2020-08-06 22:40:59,896 - mmaction - INFO - Epoch [220][3240/3757] lr: 5.066e-03, eta: 1 day, 7:49:30, time: 0.895, data_time: 0.003, memory: 6192, top1_acc: 0.5742, top5_acc: 0.8039, loss_cls: 1.7576, loss: 1.7576, grad_norm: 6.3480 2020-08-06 22:41:19,346 - mmaction - INFO - Epoch [220][3260/3757] lr: 5.066e-03, eta: 1 day, 7:49:15, time: 0.973, data_time: 0.004, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7977, loss_cls: 1.8127, loss: 1.8127, grad_norm: 6.2224 2020-08-06 22:41:38,859 - mmaction - INFO - Epoch [220][3280/3757] lr: 5.066e-03, eta: 1 day, 7:48:59, time: 0.976, data_time: 0.003, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7977, loss_cls: 1.8065, loss: 1.8065, grad_norm: 6.3412 2020-08-06 22:41:59,220 - mmaction - INFO - Epoch [220][3300/3757] lr: 5.066e-03, eta: 1 day, 7:48:43, time: 1.018, data_time: 0.003, memory: 6192, top1_acc: 0.5922, top5_acc: 0.8141, loss_cls: 1.7120, loss: 1.7120, grad_norm: 6.2590 2020-08-06 22:42:17,454 - mmaction - INFO - Epoch [220][3320/3757] lr: 5.066e-03, eta: 1 day, 7:48:27, time: 0.912, data_time: 0.004, memory: 6192, top1_acc: 0.5672, top5_acc: 0.8031, loss_cls: 1.8041, loss: 1.8041, grad_norm: 6.2771 2020-08-06 22:42:33,351 - mmaction - INFO - Epoch [220][3340/3757] lr: 5.066e-03, eta: 1 day, 7:48:10, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7961, loss_cls: 1.7681, loss: 1.7681, grad_norm: 6.2650 2020-08-06 22:42:53,038 - mmaction - INFO - Epoch [220][3360/3757] lr: 5.066e-03, eta: 1 day, 7:47:54, time: 0.985, data_time: 0.004, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7906, loss_cls: 1.8104, loss: 1.8104, grad_norm: 6.4335 2020-08-06 22:43:18,677 - mmaction - INFO - Epoch [220][3380/3757] lr: 5.066e-03, eta: 1 day, 7:47:40, time: 1.282, data_time: 0.001, memory: 6192, top1_acc: 0.5539, top5_acc: 0.7758, loss_cls: 1.9224, loss: 1.9224, grad_norm: 6.3946 2020-08-06 22:43:38,339 - mmaction - INFO - Epoch [220][3400/3757] lr: 5.066e-03, eta: 1 day, 7:47:25, time: 0.983, data_time: 0.003, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7750, loss_cls: 1.9390, loss: 1.9390, grad_norm: 6.3784 2020-08-06 22:43:57,750 - mmaction - INFO - Epoch [220][3420/3757] lr: 5.066e-03, eta: 1 day, 7:47:09, time: 0.970, data_time: 0.003, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7914, loss_cls: 1.8484, loss: 1.8484, grad_norm: 6.3716 2020-08-06 22:44:14,885 - mmaction - INFO - Epoch [220][3440/3757] lr: 5.066e-03, eta: 1 day, 7:46:52, time: 0.858, data_time: 0.004, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7805, loss_cls: 1.8046, loss: 1.8046, grad_norm: 6.1626 2020-08-06 22:44:34,669 - mmaction - INFO - Epoch [220][3460/3757] lr: 5.066e-03, eta: 1 day, 7:46:36, time: 0.989, data_time: 0.003, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7750, loss_cls: 1.8957, loss: 1.8957, grad_norm: 6.5056 2020-08-06 22:44:54,299 - mmaction - INFO - Epoch [220][3480/3757] lr: 5.066e-03, eta: 1 day, 7:46:20, time: 0.982, data_time: 0.003, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7688, loss_cls: 1.8973, loss: 1.8973, grad_norm: 6.2304 2020-08-06 22:45:10,233 - mmaction - INFO - Epoch [220][3500/3757] lr: 5.066e-03, eta: 1 day, 7:46:03, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7914, loss_cls: 1.8529, loss: 1.8529, grad_norm: 6.3413 2020-08-06 22:45:30,924 - mmaction - INFO - Epoch [220][3520/3757] lr: 5.066e-03, eta: 1 day, 7:45:48, time: 1.035, data_time: 0.004, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7891, loss_cls: 1.8647, loss: 1.8647, grad_norm: 6.2433 2020-08-06 22:45:52,019 - mmaction - INFO - Epoch [220][3540/3757] lr: 5.066e-03, eta: 1 day, 7:45:33, time: 1.055, data_time: 0.004, memory: 6192, top1_acc: 0.5477, top5_acc: 0.7781, loss_cls: 1.8913, loss: 1.8913, grad_norm: 6.4609 2020-08-06 22:46:10,071 - mmaction - INFO - Epoch [220][3560/3757] lr: 5.066e-03, eta: 1 day, 7:45:16, time: 0.901, data_time: 0.099, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7641, loss_cls: 1.9308, loss: 1.9308, grad_norm: 6.4447 2020-08-06 22:46:32,337 - mmaction - INFO - Epoch [220][3580/3757] lr: 5.066e-03, eta: 1 day, 7:45:01, time: 1.113, data_time: 0.005, memory: 6192, top1_acc: 0.5891, top5_acc: 0.7898, loss_cls: 1.7562, loss: 1.7562, grad_norm: 6.2339 2020-08-06 22:46:51,641 - mmaction - INFO - Epoch [220][3600/3757] lr: 5.066e-03, eta: 1 day, 7:44:45, time: 0.966, data_time: 0.004, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8125, loss_cls: 1.6826, loss: 1.6826, grad_norm: 6.1325 2020-08-06 22:47:07,788 - mmaction - INFO - Epoch [220][3620/3757] lr: 5.066e-03, eta: 1 day, 7:44:28, time: 0.809, data_time: 0.005, memory: 6192, top1_acc: 0.5414, top5_acc: 0.7812, loss_cls: 1.9237, loss: 1.9237, grad_norm: 6.4806 2020-08-06 22:47:26,463 - mmaction - INFO - Epoch [220][3640/3757] lr: 5.066e-03, eta: 1 day, 7:44:12, time: 0.932, data_time: 0.034, memory: 6192, top1_acc: 0.6016, top5_acc: 0.7969, loss_cls: 1.7166, loss: 1.7166, grad_norm: 6.0976 2020-08-06 22:47:42,564 - mmaction - INFO - Epoch [220][3660/3757] lr: 5.066e-03, eta: 1 day, 7:43:55, time: 0.806, data_time: 0.005, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7945, loss_cls: 1.8262, loss: 1.8262, grad_norm: 6.3998 2020-08-06 22:47:58,548 - mmaction - INFO - Epoch [220][3680/3757] lr: 5.066e-03, eta: 1 day, 7:43:38, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8023, loss_cls: 1.7359, loss: 1.7359, grad_norm: 6.1434 2020-08-06 22:48:22,539 - mmaction - INFO - Epoch [220][3700/3757] lr: 5.066e-03, eta: 1 day, 7:43:24, time: 1.199, data_time: 0.004, memory: 6192, top1_acc: 0.5820, top5_acc: 0.8023, loss_cls: 1.7565, loss: 1.7565, grad_norm: 6.2736 2020-08-06 22:48:40,457 - mmaction - INFO - Epoch [220][3720/3757] lr: 5.066e-03, eta: 1 day, 7:43:07, time: 0.896, data_time: 0.004, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7898, loss_cls: 1.8136, loss: 1.8136, grad_norm: 6.2401 2020-08-06 22:48:59,602 - mmaction - INFO - Epoch [220][3740/3757] lr: 5.066e-03, eta: 1 day, 7:42:51, time: 0.956, data_time: 0.002, memory: 6192, top1_acc: 0.5930, top5_acc: 0.7922, loss_cls: 1.7691, loss: 1.7691, grad_norm: 6.3575 2020-08-06 22:49:33,678 - mmaction - INFO - Saving checkpoint at 220 epochs 2020-08-06 22:52:58,136 - mmaction - INFO - Epoch [221][20/3757] lr: 4.801e-03, eta: 1 day, 7:43:27, time: 10.152, data_time: 8.932, memory: 6192, top1_acc: 0.5914, top5_acc: 0.7805, loss_cls: 1.8064, loss: 1.8064, grad_norm: 6.2938 2020-08-06 22:53:17,229 - mmaction - INFO - Epoch [221][40/3757] lr: 4.801e-03, eta: 1 day, 7:43:11, time: 0.959, data_time: 0.008, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7961, loss_cls: 1.8172, loss: 1.8172, grad_norm: 6.0080 2020-08-06 22:53:33,199 - mmaction - INFO - Epoch [221][60/3757] lr: 4.801e-03, eta: 1 day, 7:42:54, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5969, top5_acc: 0.8086, loss_cls: 1.7087, loss: 1.7087, grad_norm: 6.2837 2020-08-06 22:53:54,366 - mmaction - INFO - Epoch [221][80/3757] lr: 4.801e-03, eta: 1 day, 7:42:39, time: 1.059, data_time: 0.004, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7766, loss_cls: 1.8954, loss: 1.8954, grad_norm: 6.4449 2020-08-06 22:54:12,412 - mmaction - INFO - Epoch [221][100/3757] lr: 4.801e-03, eta: 1 day, 7:42:22, time: 0.902, data_time: 0.003, memory: 6192, top1_acc: 0.5742, top5_acc: 0.8000, loss_cls: 1.7704, loss: 1.7704, grad_norm: 6.3270 2020-08-06 22:54:31,100 - mmaction - INFO - Epoch [221][120/3757] lr: 4.801e-03, eta: 1 day, 7:42:06, time: 0.934, data_time: 0.032, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7781, loss_cls: 1.8378, loss: 1.8378, grad_norm: 6.4486 2020-08-06 22:54:47,198 - mmaction - INFO - Epoch [221][140/3757] lr: 4.801e-03, eta: 1 day, 7:41:49, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8109, loss_cls: 1.7013, loss: 1.7013, grad_norm: 6.3700 2020-08-06 22:55:03,361 - mmaction - INFO - Epoch [221][160/3757] lr: 4.801e-03, eta: 1 day, 7:41:32, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.5844, top5_acc: 0.8000, loss_cls: 1.7354, loss: 1.7354, grad_norm: 6.3133 2020-08-06 22:55:22,312 - mmaction - INFO - Epoch [221][180/3757] lr: 4.801e-03, eta: 1 day, 7:41:15, time: 0.948, data_time: 0.001, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7789, loss_cls: 1.7805, loss: 1.7805, grad_norm: 6.2949 2020-08-06 22:55:47,997 - mmaction - INFO - Epoch [221][200/3757] lr: 4.801e-03, eta: 1 day, 7:41:02, time: 1.284, data_time: 0.003, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9298, loss: 1.9298, grad_norm: 6.6810 2020-08-06 22:56:05,978 - mmaction - INFO - Epoch [221][220/3757] lr: 4.801e-03, eta: 1 day, 7:40:46, time: 0.899, data_time: 0.003, memory: 6192, top1_acc: 0.5898, top5_acc: 0.7984, loss_cls: 1.7591, loss: 1.7591, grad_norm: 6.4253 2020-08-06 22:56:21,988 - mmaction - INFO - Epoch [221][240/3757] lr: 4.801e-03, eta: 1 day, 7:40:28, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7977, loss_cls: 1.8465, loss: 1.8465, grad_norm: 6.5643 2020-08-06 22:56:37,739 - mmaction - INFO - Epoch [221][260/3757] lr: 4.801e-03, eta: 1 day, 7:40:11, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5898, top5_acc: 0.7984, loss_cls: 1.7782, loss: 1.7782, grad_norm: 6.3407 2020-08-06 22:56:53,751 - mmaction - INFO - Epoch [221][280/3757] lr: 4.801e-03, eta: 1 day, 7:39:54, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7820, loss_cls: 1.8894, loss: 1.8894, grad_norm: 6.4233 2020-08-06 22:57:13,244 - mmaction - INFO - Epoch [221][300/3757] lr: 4.801e-03, eta: 1 day, 7:39:38, time: 0.975, data_time: 0.004, memory: 6192, top1_acc: 0.5922, top5_acc: 0.8031, loss_cls: 1.7201, loss: 1.7201, grad_norm: 6.1668 2020-08-06 22:57:31,672 - mmaction - INFO - Epoch [221][320/3757] lr: 4.801e-03, eta: 1 day, 7:39:22, time: 0.920, data_time: 0.003, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.7819, loss: 1.7819, grad_norm: 6.2876 2020-08-06 22:57:50,397 - mmaction - INFO - Epoch [221][340/3757] lr: 4.801e-03, eta: 1 day, 7:39:05, time: 0.937, data_time: 0.071, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7906, loss_cls: 1.7629, loss: 1.7629, grad_norm: 6.3393 2020-08-06 22:58:12,561 - mmaction - INFO - Epoch [221][360/3757] lr: 4.801e-03, eta: 1 day, 7:38:51, time: 1.106, data_time: 0.184, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7953, loss_cls: 1.7961, loss: 1.7961, grad_norm: 6.4078 2020-08-06 22:58:33,621 - mmaction - INFO - Epoch [221][380/3757] lr: 4.801e-03, eta: 1 day, 7:38:35, time: 1.055, data_time: 0.006, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8078, loss_cls: 1.7039, loss: 1.7039, grad_norm: 6.1622 2020-08-06 22:58:52,948 - mmaction - INFO - Epoch [221][400/3757] lr: 4.801e-03, eta: 1 day, 7:38:19, time: 0.964, data_time: 0.004, memory: 6192, top1_acc: 0.5891, top5_acc: 0.7945, loss_cls: 1.7336, loss: 1.7336, grad_norm: 6.1722 2020-08-06 22:59:11,402 - mmaction - INFO - Epoch [221][420/3757] lr: 4.801e-03, eta: 1 day, 7:38:03, time: 0.923, data_time: 0.006, memory: 6192, top1_acc: 0.6227, top5_acc: 0.7977, loss_cls: 1.6920, loss: 1.6920, grad_norm: 6.1378 2020-08-06 22:59:27,530 - mmaction - INFO - Epoch [221][440/3757] lr: 4.801e-03, eta: 1 day, 7:37:46, time: 0.805, data_time: 0.005, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8047, loss_cls: 1.7070, loss: 1.7070, grad_norm: 6.1784 2020-08-06 22:59:45,690 - mmaction - INFO - Epoch [221][460/3757] lr: 4.801e-03, eta: 1 day, 7:37:29, time: 0.911, data_time: 0.004, memory: 6192, top1_acc: 0.5891, top5_acc: 0.8039, loss_cls: 1.7610, loss: 1.7610, grad_norm: 6.3434 2020-08-06 23:00:12,129 - mmaction - INFO - Epoch [221][480/3757] lr: 4.801e-03, eta: 1 day, 7:37:16, time: 1.319, data_time: 0.100, memory: 6192, top1_acc: 0.5875, top5_acc: 0.8094, loss_cls: 1.7139, loss: 1.7139, grad_norm: 6.2893 2020-08-06 23:00:28,197 - mmaction - INFO - Epoch [221][500/3757] lr: 4.801e-03, eta: 1 day, 7:36:59, time: 0.805, data_time: 0.007, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7906, loss_cls: 1.8203, loss: 1.8203, grad_norm: 6.5693 2020-08-06 23:00:44,442 - mmaction - INFO - Epoch [221][520/3757] lr: 4.801e-03, eta: 1 day, 7:36:42, time: 0.813, data_time: 0.005, memory: 6192, top1_acc: 0.6000, top5_acc: 0.7977, loss_cls: 1.7180, loss: 1.7180, grad_norm: 6.2747 2020-08-06 23:01:03,599 - mmaction - INFO - Epoch [221][540/3757] lr: 4.801e-03, eta: 1 day, 7:36:26, time: 0.957, data_time: 0.004, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8070, loss_cls: 1.7405, loss: 1.7405, grad_norm: 6.1227 2020-08-06 23:01:23,641 - mmaction - INFO - Epoch [221][560/3757] lr: 4.801e-03, eta: 1 day, 7:36:10, time: 1.001, data_time: 0.001, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8086, loss_cls: 1.6927, loss: 1.6927, grad_norm: 6.1530 2020-08-06 23:01:40,262 - mmaction - INFO - Epoch [221][580/3757] lr: 4.801e-03, eta: 1 day, 7:35:53, time: 0.831, data_time: 0.006, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7844, loss_cls: 1.8673, loss: 1.8673, grad_norm: 6.3823 2020-08-06 23:01:57,438 - mmaction - INFO - Epoch [221][600/3757] lr: 4.801e-03, eta: 1 day, 7:35:36, time: 0.860, data_time: 0.005, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8195, loss_cls: 1.6637, loss: 1.6637, grad_norm: 6.1136 2020-08-06 23:02:13,447 - mmaction - INFO - Epoch [221][620/3757] lr: 4.801e-03, eta: 1 day, 7:35:19, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.5922, top5_acc: 0.8039, loss_cls: 1.7141, loss: 1.7141, grad_norm: 6.4284 2020-08-06 23:02:29,442 - mmaction - INFO - Epoch [221][640/3757] lr: 4.801e-03, eta: 1 day, 7:35:02, time: 0.801, data_time: 0.005, memory: 6192, top1_acc: 0.5898, top5_acc: 0.7961, loss_cls: 1.7331, loss: 1.7331, grad_norm: 6.3026 2020-08-06 23:02:45,550 - mmaction - INFO - Epoch [221][660/3757] lr: 4.801e-03, eta: 1 day, 7:34:45, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5859, top5_acc: 0.7797, loss_cls: 1.7863, loss: 1.7863, grad_norm: 6.3566 2020-08-06 23:03:01,681 - mmaction - INFO - Epoch [221][680/3757] lr: 4.801e-03, eta: 1 day, 7:34:28, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7883, loss_cls: 1.8112, loss: 1.8112, grad_norm: 6.5413 2020-08-06 23:03:21,618 - mmaction - INFO - Epoch [221][700/3757] lr: 4.801e-03, eta: 1 day, 7:34:12, time: 0.998, data_time: 0.004, memory: 6192, top1_acc: 0.5625, top5_acc: 0.8023, loss_cls: 1.8218, loss: 1.8218, grad_norm: 6.4160 2020-08-06 23:03:42,370 - mmaction - INFO - Epoch [221][720/3757] lr: 4.801e-03, eta: 1 day, 7:33:56, time: 1.035, data_time: 0.003, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7789, loss_cls: 1.8840, loss: 1.8840, grad_norm: 6.3680 2020-08-06 23:04:01,740 - mmaction - INFO - Epoch [221][740/3757] lr: 4.801e-03, eta: 1 day, 7:33:41, time: 0.971, data_time: 0.072, memory: 6192, top1_acc: 0.5930, top5_acc: 0.7953, loss_cls: 1.8511, loss: 1.8511, grad_norm: 6.4151 2020-08-06 23:04:18,012 - mmaction - INFO - Epoch [221][760/3757] lr: 4.801e-03, eta: 1 day, 7:33:23, time: 0.813, data_time: 0.003, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7922, loss_cls: 1.8152, loss: 1.8152, grad_norm: 6.3529 2020-08-06 23:04:35,452 - mmaction - INFO - Epoch [221][780/3757] lr: 4.801e-03, eta: 1 day, 7:33:07, time: 0.873, data_time: 0.002, memory: 6192, top1_acc: 0.5852, top5_acc: 0.8211, loss_cls: 1.6728, loss: 1.6728, grad_norm: 6.2707 2020-08-06 23:04:51,473 - mmaction - INFO - Epoch [221][800/3757] lr: 4.801e-03, eta: 1 day, 7:32:50, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7883, loss_cls: 1.8478, loss: 1.8478, grad_norm: 6.3015 2020-08-06 23:05:07,330 - mmaction - INFO - Epoch [221][820/3757] lr: 4.801e-03, eta: 1 day, 7:32:32, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5914, top5_acc: 0.7984, loss_cls: 1.8075, loss: 1.8075, grad_norm: 6.2325 2020-08-06 23:05:23,183 - mmaction - INFO - Epoch [221][840/3757] lr: 4.801e-03, eta: 1 day, 7:32:15, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7922, loss_cls: 1.7981, loss: 1.7981, grad_norm: 6.2509 2020-08-06 23:05:39,048 - mmaction - INFO - Epoch [221][860/3757] lr: 4.801e-03, eta: 1 day, 7:31:58, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.5719, top5_acc: 0.8000, loss_cls: 1.8033, loss: 1.8033, grad_norm: 6.3772 2020-08-06 23:05:54,894 - mmaction - INFO - Epoch [221][880/3757] lr: 4.801e-03, eta: 1 day, 7:31:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7797, loss_cls: 1.8504, loss: 1.8504, grad_norm: 6.3977 2020-08-06 23:06:10,715 - mmaction - INFO - Epoch [221][900/3757] lr: 4.801e-03, eta: 1 day, 7:31:23, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5859, top5_acc: 0.7953, loss_cls: 1.7687, loss: 1.7687, grad_norm: 6.2255 2020-08-06 23:06:26,523 - mmaction - INFO - Epoch [221][920/3757] lr: 4.801e-03, eta: 1 day, 7:31:06, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5742, top5_acc: 0.8016, loss_cls: 1.7344, loss: 1.7344, grad_norm: 6.4066 2020-08-06 23:06:42,294 - mmaction - INFO - Epoch [221][940/3757] lr: 4.801e-03, eta: 1 day, 7:30:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8195, loss_cls: 1.7013, loss: 1.7013, grad_norm: 6.3075 2020-08-06 23:06:58,079 - mmaction - INFO - Epoch [221][960/3757] lr: 4.801e-03, eta: 1 day, 7:30:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8070, loss_cls: 1.7040, loss: 1.7040, grad_norm: 6.3283 2020-08-06 23:07:14,176 - mmaction - INFO - Epoch [221][980/3757] lr: 4.801e-03, eta: 1 day, 7:30:14, time: 0.806, data_time: 0.017, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7742, loss_cls: 1.8669, loss: 1.8669, grad_norm: 6.4930 2020-08-06 23:07:30,057 - mmaction - INFO - Epoch [221][1000/3757] lr: 4.801e-03, eta: 1 day, 7:29:57, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5930, top5_acc: 0.8078, loss_cls: 1.7084, loss: 1.7084, grad_norm: 6.2578 2020-08-06 23:07:45,992 - mmaction - INFO - Epoch [221][1020/3757] lr: 4.801e-03, eta: 1 day, 7:29:39, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8117, loss_cls: 1.6937, loss: 1.6937, grad_norm: 6.2332 2020-08-06 23:08:02,040 - mmaction - INFO - Epoch [221][1040/3757] lr: 4.801e-03, eta: 1 day, 7:29:22, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8094, loss_cls: 1.6943, loss: 1.6943, grad_norm: 6.2827 2020-08-06 23:08:17,938 - mmaction - INFO - Epoch [221][1060/3757] lr: 4.801e-03, eta: 1 day, 7:29:05, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5781, top5_acc: 0.8039, loss_cls: 1.7751, loss: 1.7751, grad_norm: 6.4527 2020-08-06 23:08:35,402 - mmaction - INFO - Epoch [221][1080/3757] lr: 4.801e-03, eta: 1 day, 7:28:48, time: 0.871, data_time: 0.004, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8180, loss_cls: 1.6794, loss: 1.6794, grad_norm: 6.2745 2020-08-06 23:08:51,395 - mmaction - INFO - Epoch [221][1100/3757] lr: 4.801e-03, eta: 1 day, 7:28:31, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.5758, top5_acc: 0.8016, loss_cls: 1.8211, loss: 1.8211, grad_norm: 6.5138 2020-08-06 23:09:09,898 - mmaction - INFO - Epoch [221][1120/3757] lr: 4.801e-03, eta: 1 day, 7:28:15, time: 0.925, data_time: 0.125, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7750, loss_cls: 1.8346, loss: 1.8346, grad_norm: 6.4820 2020-08-06 23:09:25,998 - mmaction - INFO - Epoch [221][1140/3757] lr: 4.801e-03, eta: 1 day, 7:27:57, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7852, loss_cls: 1.8510, loss: 1.8510, grad_norm: 6.3967 2020-08-06 23:09:42,121 - mmaction - INFO - Epoch [221][1160/3757] lr: 4.801e-03, eta: 1 day, 7:27:40, time: 0.807, data_time: 0.006, memory: 6192, top1_acc: 0.5766, top5_acc: 0.8039, loss_cls: 1.7458, loss: 1.7458, grad_norm: 6.3301 2020-08-06 23:09:58,461 - mmaction - INFO - Epoch [221][1180/3757] lr: 4.801e-03, eta: 1 day, 7:27:23, time: 0.816, data_time: 0.005, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8156, loss_cls: 1.7074, loss: 1.7074, grad_norm: 6.2326 2020-08-06 23:10:16,511 - mmaction - INFO - Epoch [221][1200/3757] lr: 4.801e-03, eta: 1 day, 7:27:07, time: 0.904, data_time: 0.006, memory: 6192, top1_acc: 0.5938, top5_acc: 0.7937, loss_cls: 1.7493, loss: 1.7493, grad_norm: 6.3800 2020-08-06 23:10:32,700 - mmaction - INFO - Epoch [221][1220/3757] lr: 4.801e-03, eta: 1 day, 7:26:50, time: 0.810, data_time: 0.005, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8078, loss_cls: 1.6902, loss: 1.6902, grad_norm: 6.2072 2020-08-06 23:10:48,632 - mmaction - INFO - Epoch [221][1240/3757] lr: 4.801e-03, eta: 1 day, 7:26:32, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7961, loss_cls: 1.8074, loss: 1.8074, grad_norm: 6.6453 2020-08-06 23:11:04,883 - mmaction - INFO - Epoch [221][1260/3757] lr: 4.801e-03, eta: 1 day, 7:26:15, time: 0.813, data_time: 0.004, memory: 6192, top1_acc: 0.5805, top5_acc: 0.8063, loss_cls: 1.7690, loss: 1.7690, grad_norm: 6.4475 2020-08-06 23:11:22,802 - mmaction - INFO - Epoch [221][1280/3757] lr: 4.801e-03, eta: 1 day, 7:25:59, time: 0.896, data_time: 0.003, memory: 6192, top1_acc: 0.5805, top5_acc: 0.7969, loss_cls: 1.7741, loss: 1.7741, grad_norm: 6.4106 2020-08-06 23:11:45,055 - mmaction - INFO - Epoch [221][1300/3757] lr: 4.801e-03, eta: 1 day, 7:25:44, time: 1.112, data_time: 0.001, memory: 6192, top1_acc: 0.5883, top5_acc: 0.8031, loss_cls: 1.7425, loss: 1.7425, grad_norm: 6.3493 2020-08-06 23:12:03,976 - mmaction - INFO - Epoch [221][1320/3757] lr: 4.801e-03, eta: 1 day, 7:25:28, time: 0.946, data_time: 0.003, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 1.8806, loss: 1.8806, grad_norm: 6.5181 2020-08-06 23:12:23,943 - mmaction - INFO - Epoch [221][1340/3757] lr: 4.801e-03, eta: 1 day, 7:25:12, time: 0.996, data_time: 0.004, memory: 6192, top1_acc: 0.5953, top5_acc: 0.7945, loss_cls: 1.7351, loss: 1.7351, grad_norm: 6.0696 2020-08-06 23:12:43,281 - mmaction - INFO - Epoch [221][1360/3757] lr: 4.801e-03, eta: 1 day, 7:24:56, time: 0.969, data_time: 0.169, memory: 6192, top1_acc: 0.5852, top5_acc: 0.8000, loss_cls: 1.7482, loss: 1.7482, grad_norm: 6.3524 2020-08-06 23:12:59,411 - mmaction - INFO - Epoch [221][1380/3757] lr: 4.801e-03, eta: 1 day, 7:24:39, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7953, loss_cls: 1.8051, loss: 1.8051, grad_norm: 6.5774 2020-08-06 23:13:21,095 - mmaction - INFO - Epoch [221][1400/3757] lr: 4.801e-03, eta: 1 day, 7:24:24, time: 1.086, data_time: 0.005, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7906, loss_cls: 1.8043, loss: 1.8043, grad_norm: 6.3239 2020-08-06 23:13:37,142 - mmaction - INFO - Epoch [221][1420/3757] lr: 4.801e-03, eta: 1 day, 7:24:07, time: 0.800, data_time: 0.002, memory: 6192, top1_acc: 0.5961, top5_acc: 0.7727, loss_cls: 1.8343, loss: 1.8343, grad_norm: 6.3059 2020-08-06 23:13:53,102 - mmaction - INFO - Epoch [221][1440/3757] lr: 4.801e-03, eta: 1 day, 7:23:49, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7820, loss_cls: 1.8390, loss: 1.8390, grad_norm: 6.4511 2020-08-06 23:14:09,050 - mmaction - INFO - Epoch [221][1460/3757] lr: 4.801e-03, eta: 1 day, 7:23:32, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5523, top5_acc: 0.8000, loss_cls: 1.8247, loss: 1.8247, grad_norm: 6.6161 2020-08-06 23:14:25,311 - mmaction - INFO - Epoch [221][1480/3757] lr: 4.801e-03, eta: 1 day, 7:23:15, time: 0.812, data_time: 0.003, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7898, loss_cls: 1.8250, loss: 1.8250, grad_norm: 6.3273 2020-08-06 23:14:45,098 - mmaction - INFO - Epoch [221][1500/3757] lr: 4.801e-03, eta: 1 day, 7:22:59, time: 0.988, data_time: 0.005, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7734, loss_cls: 1.8355, loss: 1.8355, grad_norm: 6.3600 2020-08-06 23:15:08,692 - mmaction - INFO - Epoch [221][1520/3757] lr: 4.801e-03, eta: 1 day, 7:22:45, time: 1.181, data_time: 0.198, memory: 6192, top1_acc: 0.5766, top5_acc: 0.8039, loss_cls: 1.7727, loss: 1.7727, grad_norm: 6.4599 2020-08-06 23:15:27,578 - mmaction - INFO - Epoch [221][1540/3757] lr: 4.801e-03, eta: 1 day, 7:22:29, time: 0.944, data_time: 0.001, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8211, loss_cls: 1.6455, loss: 1.6455, grad_norm: 6.4910 2020-08-06 23:15:44,137 - mmaction - INFO - Epoch [221][1560/3757] lr: 4.801e-03, eta: 1 day, 7:22:12, time: 0.829, data_time: 0.004, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7852, loss_cls: 1.8023, loss: 1.8023, grad_norm: 6.3916 2020-08-06 23:16:00,277 - mmaction - INFO - Epoch [221][1580/3757] lr: 4.801e-03, eta: 1 day, 7:21:54, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.5859, top5_acc: 0.7906, loss_cls: 1.7819, loss: 1.7819, grad_norm: 6.1892 2020-08-06 23:16:18,807 - mmaction - INFO - Epoch [221][1600/3757] lr: 4.801e-03, eta: 1 day, 7:21:38, time: 0.926, data_time: 0.004, memory: 6192, top1_acc: 0.5789, top5_acc: 0.8047, loss_cls: 1.7756, loss: 1.7756, grad_norm: 6.3591 2020-08-06 23:16:34,822 - mmaction - INFO - Epoch [221][1620/3757] lr: 4.801e-03, eta: 1 day, 7:21:21, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7953, loss_cls: 1.7563, loss: 1.7563, grad_norm: 6.3928 2020-08-06 23:16:50,892 - mmaction - INFO - Epoch [221][1640/3757] lr: 4.801e-03, eta: 1 day, 7:21:04, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.5883, top5_acc: 0.8063, loss_cls: 1.7360, loss: 1.7360, grad_norm: 6.2898 2020-08-06 23:17:06,793 - mmaction - INFO - Epoch [221][1660/3757] lr: 4.801e-03, eta: 1 day, 7:20:47, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5805, top5_acc: 0.7797, loss_cls: 1.8078, loss: 1.8078, grad_norm: 6.2503 2020-08-06 23:17:23,047 - mmaction - INFO - Epoch [221][1680/3757] lr: 4.801e-03, eta: 1 day, 7:20:29, time: 0.813, data_time: 0.004, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7953, loss_cls: 1.8158, loss: 1.8158, grad_norm: 6.2357 2020-08-06 23:17:45,004 - mmaction - INFO - Epoch [221][1700/3757] lr: 4.801e-03, eta: 1 day, 7:20:14, time: 1.098, data_time: 0.004, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8102, loss_cls: 1.7475, loss: 1.7475, grad_norm: 6.3275 2020-08-06 23:18:05,420 - mmaction - INFO - Epoch [221][1720/3757] lr: 4.801e-03, eta: 1 day, 7:19:59, time: 1.020, data_time: 0.012, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7969, loss_cls: 1.7830, loss: 1.7830, grad_norm: 6.4888 2020-08-06 23:18:24,579 - mmaction - INFO - Epoch [221][1740/3757] lr: 4.801e-03, eta: 1 day, 7:19:43, time: 0.957, data_time: 0.010, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7883, loss_cls: 1.8171, loss: 1.8171, grad_norm: 6.3783 2020-08-06 23:18:43,067 - mmaction - INFO - Epoch [221][1760/3757] lr: 4.801e-03, eta: 1 day, 7:19:27, time: 0.926, data_time: 0.125, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7898, loss_cls: 1.8457, loss: 1.8457, grad_norm: 6.3576 2020-08-06 23:18:59,329 - mmaction - INFO - Epoch [221][1780/3757] lr: 4.801e-03, eta: 1 day, 7:19:09, time: 0.813, data_time: 0.004, memory: 6192, top1_acc: 0.5828, top5_acc: 0.8047, loss_cls: 1.8227, loss: 1.8227, grad_norm: 6.4638 2020-08-06 23:19:16,831 - mmaction - INFO - Epoch [221][1800/3757] lr: 4.801e-03, eta: 1 day, 7:18:53, time: 0.876, data_time: 0.071, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7961, loss_cls: 1.8147, loss: 1.8147, grad_norm: 6.3397 2020-08-06 23:19:32,888 - mmaction - INFO - Epoch [221][1820/3757] lr: 4.801e-03, eta: 1 day, 7:18:36, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8156, loss_cls: 1.6443, loss: 1.6443, grad_norm: 6.0851 2020-08-06 23:19:48,979 - mmaction - INFO - Epoch [221][1840/3757] lr: 4.801e-03, eta: 1 day, 7:18:18, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.5852, top5_acc: 0.7977, loss_cls: 1.8037, loss: 1.8037, grad_norm: 6.4094 2020-08-06 23:20:05,021 - mmaction - INFO - Epoch [221][1860/3757] lr: 4.801e-03, eta: 1 day, 7:18:01, time: 0.802, data_time: 0.005, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7891, loss_cls: 1.7812, loss: 1.7812, grad_norm: 6.4014 2020-08-06 23:20:25,368 - mmaction - INFO - Epoch [221][1880/3757] lr: 4.801e-03, eta: 1 day, 7:17:46, time: 1.018, data_time: 0.002, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7836, loss_cls: 1.8575, loss: 1.8575, grad_norm: 6.4303 2020-08-06 23:20:43,026 - mmaction - INFO - Epoch [221][1900/3757] lr: 4.801e-03, eta: 1 day, 7:17:29, time: 0.882, data_time: 0.004, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7859, loss_cls: 1.8527, loss: 1.8527, grad_norm: 6.4809 2020-08-06 23:20:59,210 - mmaction - INFO - Epoch [221][1920/3757] lr: 4.801e-03, eta: 1 day, 7:17:12, time: 0.810, data_time: 0.005, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8187, loss_cls: 1.7042, loss: 1.7042, grad_norm: 6.1812 2020-08-06 23:21:15,285 - mmaction - INFO - Epoch [221][1940/3757] lr: 4.801e-03, eta: 1 day, 7:16:55, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5742, top5_acc: 0.8023, loss_cls: 1.7786, loss: 1.7786, grad_norm: 6.5276 2020-08-06 23:21:33,062 - mmaction - INFO - Epoch [221][1960/3757] lr: 4.801e-03, eta: 1 day, 7:16:38, time: 0.889, data_time: 0.004, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7875, loss_cls: 1.8822, loss: 1.8822, grad_norm: 6.4146 2020-08-06 23:21:49,663 - mmaction - INFO - Epoch [221][1980/3757] lr: 4.801e-03, eta: 1 day, 7:16:21, time: 0.829, data_time: 0.003, memory: 6192, top1_acc: 0.5789, top5_acc: 0.8023, loss_cls: 1.7754, loss: 1.7754, grad_norm: 6.2178 2020-08-06 23:22:06,887 - mmaction - INFO - Epoch [221][2000/3757] lr: 4.801e-03, eta: 1 day, 7:16:04, time: 0.861, data_time: 0.004, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7883, loss_cls: 1.8136, loss: 1.8136, grad_norm: 6.5272 2020-08-06 23:22:22,864 - mmaction - INFO - Epoch [221][2020/3757] lr: 4.801e-03, eta: 1 day, 7:15:47, time: 0.800, data_time: 0.002, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7937, loss_cls: 1.8039, loss: 1.8039, grad_norm: 6.5884 2020-08-06 23:22:39,158 - mmaction - INFO - Epoch [221][2040/3757] lr: 4.801e-03, eta: 1 day, 7:15:30, time: 0.815, data_time: 0.009, memory: 6192, top1_acc: 0.5820, top5_acc: 0.8023, loss_cls: 1.8000, loss: 1.8000, grad_norm: 6.4630 2020-08-06 23:22:55,876 - mmaction - INFO - Epoch [221][2060/3757] lr: 4.801e-03, eta: 1 day, 7:15:13, time: 0.835, data_time: 0.003, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7984, loss_cls: 1.8409, loss: 1.8409, grad_norm: 6.6479 2020-08-06 23:23:14,086 - mmaction - INFO - Epoch [221][2080/3757] lr: 4.801e-03, eta: 1 day, 7:14:57, time: 0.911, data_time: 0.001, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7812, loss_cls: 1.8568, loss: 1.8568, grad_norm: 6.5385 2020-08-06 23:23:30,596 - mmaction - INFO - Epoch [221][2100/3757] lr: 4.801e-03, eta: 1 day, 7:14:39, time: 0.825, data_time: 0.003, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7984, loss_cls: 1.8013, loss: 1.8013, grad_norm: 6.4992 2020-08-06 23:23:48,007 - mmaction - INFO - Epoch [221][2120/3757] lr: 4.801e-03, eta: 1 day, 7:14:23, time: 0.869, data_time: 0.004, memory: 6192, top1_acc: 0.5852, top5_acc: 0.8070, loss_cls: 1.7334, loss: 1.7334, grad_norm: 6.2934 2020-08-06 23:24:06,766 - mmaction - INFO - Epoch [221][2140/3757] lr: 4.801e-03, eta: 1 day, 7:14:07, time: 0.939, data_time: 0.004, memory: 6192, top1_acc: 0.5938, top5_acc: 0.7977, loss_cls: 1.7575, loss: 1.7575, grad_norm: 6.3159 2020-08-06 23:24:24,797 - mmaction - INFO - Epoch [221][2160/3757] lr: 4.801e-03, eta: 1 day, 7:13:50, time: 0.902, data_time: 0.004, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7969, loss_cls: 1.7814, loss: 1.7814, grad_norm: 6.4755 2020-08-06 23:24:40,835 - mmaction - INFO - Epoch [221][2180/3757] lr: 4.801e-03, eta: 1 day, 7:13:33, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7828, loss_cls: 1.8779, loss: 1.8779, grad_norm: 6.4992 2020-08-06 23:24:57,059 - mmaction - INFO - Epoch [221][2200/3757] lr: 4.801e-03, eta: 1 day, 7:13:16, time: 0.811, data_time: 0.003, memory: 6192, top1_acc: 0.5930, top5_acc: 0.8023, loss_cls: 1.7460, loss: 1.7460, grad_norm: 6.4854 2020-08-06 23:25:13,198 - mmaction - INFO - Epoch [221][2220/3757] lr: 4.801e-03, eta: 1 day, 7:12:59, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.5680, top5_acc: 0.7891, loss_cls: 1.8168, loss: 1.8168, grad_norm: 6.3916 2020-08-06 23:25:29,255 - mmaction - INFO - Epoch [221][2240/3757] lr: 4.801e-03, eta: 1 day, 7:12:41, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8039, loss_cls: 1.7418, loss: 1.7418, grad_norm: 6.3731 2020-08-06 23:25:45,094 - mmaction - INFO - Epoch [221][2260/3757] lr: 4.801e-03, eta: 1 day, 7:12:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5820, top5_acc: 0.8094, loss_cls: 1.7525, loss: 1.7525, grad_norm: 6.5329 2020-08-06 23:26:01,059 - mmaction - INFO - Epoch [221][2280/3757] lr: 4.801e-03, eta: 1 day, 7:12:07, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5883, top5_acc: 0.8086, loss_cls: 1.6935, loss: 1.6935, grad_norm: 6.3077 2020-08-06 23:26:16,906 - mmaction - INFO - Epoch [221][2300/3757] lr: 4.801e-03, eta: 1 day, 7:11:50, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7719, loss_cls: 1.9033, loss: 1.9033, grad_norm: 6.4524 2020-08-06 23:26:36,408 - mmaction - INFO - Epoch [221][2320/3757] lr: 4.801e-03, eta: 1 day, 7:11:34, time: 0.974, data_time: 0.048, memory: 6192, top1_acc: 0.6062, top5_acc: 0.7969, loss_cls: 1.7443, loss: 1.7443, grad_norm: 6.3165 2020-08-06 23:26:53,994 - mmaction - INFO - Epoch [221][2340/3757] lr: 4.801e-03, eta: 1 day, 7:11:17, time: 0.879, data_time: 0.003, memory: 6192, top1_acc: 0.5969, top5_acc: 0.8117, loss_cls: 1.6958, loss: 1.6958, grad_norm: 6.1684 2020-08-06 23:27:14,448 - mmaction - INFO - Epoch [221][2360/3757] lr: 4.801e-03, eta: 1 day, 7:11:01, time: 1.023, data_time: 0.004, memory: 6192, top1_acc: 0.5742, top5_acc: 0.8016, loss_cls: 1.7716, loss: 1.7716, grad_norm: 6.4406 2020-08-06 23:27:38,288 - mmaction - INFO - Epoch [221][2380/3757] lr: 4.801e-03, eta: 1 day, 7:10:47, time: 1.192, data_time: 0.004, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7680, loss_cls: 1.8880, loss: 1.8880, grad_norm: 6.5321 2020-08-06 23:27:55,728 - mmaction - INFO - Epoch [221][2400/3757] lr: 4.801e-03, eta: 1 day, 7:10:31, time: 0.872, data_time: 0.004, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7750, loss_cls: 1.8771, loss: 1.8771, grad_norm: 6.4192 2020-08-06 23:28:18,790 - mmaction - INFO - Epoch [221][2420/3757] lr: 4.801e-03, eta: 1 day, 7:10:16, time: 1.153, data_time: 0.002, memory: 6192, top1_acc: 0.5891, top5_acc: 0.7953, loss_cls: 1.7825, loss: 1.7825, grad_norm: 6.2152 2020-08-06 23:28:34,816 - mmaction - INFO - Epoch [221][2440/3757] lr: 4.801e-03, eta: 1 day, 7:09:59, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7859, loss_cls: 1.8289, loss: 1.8289, grad_norm: 6.2579 2020-08-06 23:28:52,432 - mmaction - INFO - Epoch [221][2460/3757] lr: 4.801e-03, eta: 1 day, 7:09:42, time: 0.881, data_time: 0.004, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7906, loss_cls: 1.7842, loss: 1.7842, grad_norm: 6.2748 2020-08-06 23:29:10,073 - mmaction - INFO - Epoch [221][2480/3757] lr: 4.801e-03, eta: 1 day, 7:09:26, time: 0.882, data_time: 0.003, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7852, loss_cls: 1.8164, loss: 1.8164, grad_norm: 6.4079 2020-08-06 23:29:37,081 - mmaction - INFO - Epoch [221][2500/3757] lr: 4.801e-03, eta: 1 day, 7:09:12, time: 1.351, data_time: 0.448, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7883, loss_cls: 1.8310, loss: 1.8310, grad_norm: 6.2392 2020-08-06 23:29:57,014 - mmaction - INFO - Epoch [221][2520/3757] lr: 4.801e-03, eta: 1 day, 7:08:57, time: 0.995, data_time: 0.003, memory: 6192, top1_acc: 0.5805, top5_acc: 0.7891, loss_cls: 1.7903, loss: 1.7903, grad_norm: 6.1953 2020-08-06 23:30:13,710 - mmaction - INFO - Epoch [221][2540/3757] lr: 4.801e-03, eta: 1 day, 7:08:40, time: 0.835, data_time: 0.004, memory: 6192, top1_acc: 0.5984, top5_acc: 0.7969, loss_cls: 1.7403, loss: 1.7403, grad_norm: 6.1334 2020-08-06 23:30:29,931 - mmaction - INFO - Epoch [221][2560/3757] lr: 4.801e-03, eta: 1 day, 7:08:23, time: 0.811, data_time: 0.005, memory: 6192, top1_acc: 0.5867, top5_acc: 0.8063, loss_cls: 1.7707, loss: 1.7707, grad_norm: 6.3622 2020-08-06 23:30:48,783 - mmaction - INFO - Epoch [221][2580/3757] lr: 4.801e-03, eta: 1 day, 7:08:06, time: 0.944, data_time: 0.005, memory: 6192, top1_acc: 0.5930, top5_acc: 0.7930, loss_cls: 1.7924, loss: 1.7924, grad_norm: 6.2961 2020-08-06 23:31:08,004 - mmaction - INFO - Epoch [221][2600/3757] lr: 4.801e-03, eta: 1 day, 7:07:50, time: 0.960, data_time: 0.121, memory: 6192, top1_acc: 0.5758, top5_acc: 0.8039, loss_cls: 1.7001, loss: 1.7001, grad_norm: 6.1883 2020-08-06 23:31:23,845 - mmaction - INFO - Epoch [221][2620/3757] lr: 4.801e-03, eta: 1 day, 7:07:33, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7883, loss_cls: 1.8309, loss: 1.8309, grad_norm: 6.4020 2020-08-06 23:31:40,442 - mmaction - INFO - Epoch [221][2640/3757] lr: 4.801e-03, eta: 1 day, 7:07:16, time: 0.830, data_time: 0.003, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7859, loss_cls: 1.8861, loss: 1.8861, grad_norm: 6.4814 2020-08-06 23:31:57,311 - mmaction - INFO - Epoch [221][2660/3757] lr: 4.801e-03, eta: 1 day, 7:06:59, time: 0.843, data_time: 0.003, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7883, loss_cls: 1.8202, loss: 1.8202, grad_norm: 6.2456 2020-08-06 23:32:23,503 - mmaction - INFO - Epoch [221][2680/3757] lr: 4.801e-03, eta: 1 day, 7:06:46, time: 1.309, data_time: 0.003, memory: 6192, top1_acc: 0.5891, top5_acc: 0.7766, loss_cls: 1.8747, loss: 1.8747, grad_norm: 6.3539 2020-08-06 23:32:40,243 - mmaction - INFO - Epoch [221][2700/3757] lr: 4.801e-03, eta: 1 day, 7:06:29, time: 0.836, data_time: 0.004, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7875, loss_cls: 1.8631, loss: 1.8631, grad_norm: 6.2416 2020-08-06 23:33:00,064 - mmaction - INFO - Epoch [221][2720/3757] lr: 4.801e-03, eta: 1 day, 7:06:13, time: 0.991, data_time: 0.004, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7969, loss_cls: 1.7681, loss: 1.7681, grad_norm: 6.1632 2020-08-06 23:33:17,219 - mmaction - INFO - Epoch [221][2740/3757] lr: 4.801e-03, eta: 1 day, 7:05:56, time: 0.859, data_time: 0.004, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8008, loss_cls: 1.7627, loss: 1.7627, grad_norm: 6.3187 2020-08-06 23:33:33,484 - mmaction - INFO - Epoch [221][2760/3757] lr: 4.801e-03, eta: 1 day, 7:05:39, time: 0.813, data_time: 0.014, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7977, loss_cls: 1.7771, loss: 1.7771, grad_norm: 6.4695 2020-08-06 23:33:50,063 - mmaction - INFO - Epoch [221][2780/3757] lr: 4.801e-03, eta: 1 day, 7:05:22, time: 0.828, data_time: 0.004, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7891, loss_cls: 1.8287, loss: 1.8287, grad_norm: 6.4559 2020-08-06 23:34:05,913 - mmaction - INFO - Epoch [221][2800/3757] lr: 4.801e-03, eta: 1 day, 7:05:05, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5891, top5_acc: 0.8031, loss_cls: 1.8053, loss: 1.8053, grad_norm: 6.3219 2020-08-06 23:34:21,819 - mmaction - INFO - Epoch [221][2820/3757] lr: 4.801e-03, eta: 1 day, 7:04:48, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7922, loss_cls: 1.8142, loss: 1.8142, grad_norm: 6.4561 2020-08-06 23:34:37,806 - mmaction - INFO - Epoch [221][2840/3757] lr: 4.801e-03, eta: 1 day, 7:04:30, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7930, loss_cls: 1.8844, loss: 1.8844, grad_norm: 6.5056 2020-08-06 23:34:53,708 - mmaction - INFO - Epoch [221][2860/3757] lr: 4.801e-03, eta: 1 day, 7:04:13, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7937, loss_cls: 1.7811, loss: 1.7811, grad_norm: 6.3694 2020-08-06 23:35:09,715 - mmaction - INFO - Epoch [221][2880/3757] lr: 4.801e-03, eta: 1 day, 7:03:56, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5922, top5_acc: 0.7984, loss_cls: 1.7487, loss: 1.7487, grad_norm: 6.2627 2020-08-06 23:35:25,574 - mmaction - INFO - Epoch [221][2900/3757] lr: 4.801e-03, eta: 1 day, 7:03:39, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8164, loss_cls: 1.7056, loss: 1.7056, grad_norm: 6.2467 2020-08-06 23:35:41,323 - mmaction - INFO - Epoch [221][2920/3757] lr: 4.801e-03, eta: 1 day, 7:03:21, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7945, loss_cls: 1.8097, loss: 1.8097, grad_norm: 6.2638 2020-08-06 23:35:57,109 - mmaction - INFO - Epoch [221][2940/3757] lr: 4.801e-03, eta: 1 day, 7:03:04, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7914, loss_cls: 1.7924, loss: 1.7924, grad_norm: 6.2763 2020-08-06 23:36:12,954 - mmaction - INFO - Epoch [221][2960/3757] lr: 4.801e-03, eta: 1 day, 7:02:47, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5687, top5_acc: 0.8023, loss_cls: 1.8150, loss: 1.8150, grad_norm: 6.2689 2020-08-06 23:36:28,874 - mmaction - INFO - Epoch [221][2980/3757] lr: 4.801e-03, eta: 1 day, 7:02:29, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7852, loss_cls: 1.8517, loss: 1.8517, grad_norm: 6.3471 2020-08-06 23:36:44,643 - mmaction - INFO - Epoch [221][3000/3757] lr: 4.801e-03, eta: 1 day, 7:02:12, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7992, loss_cls: 1.7530, loss: 1.7530, grad_norm: 6.2561 2020-08-06 23:37:00,609 - mmaction - INFO - Epoch [221][3020/3757] lr: 4.801e-03, eta: 1 day, 7:01:55, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8039, loss_cls: 1.7085, loss: 1.7085, grad_norm: 6.2674 2020-08-06 23:37:16,551 - mmaction - INFO - Epoch [221][3040/3757] lr: 4.801e-03, eta: 1 day, 7:01:37, time: 0.799, data_time: 0.006, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7961, loss_cls: 1.8414, loss: 1.8414, grad_norm: 6.4889 2020-08-06 23:37:32,807 - mmaction - INFO - Epoch [221][3060/3757] lr: 4.801e-03, eta: 1 day, 7:01:20, time: 0.813, data_time: 0.005, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7914, loss_cls: 1.8169, loss: 1.8169, grad_norm: 6.4616 2020-08-06 23:37:54,183 - mmaction - INFO - Epoch [221][3080/3757] lr: 4.801e-03, eta: 1 day, 7:01:05, time: 1.069, data_time: 0.004, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7930, loss_cls: 1.8044, loss: 1.8044, grad_norm: 6.5653 2020-08-06 23:38:13,258 - mmaction - INFO - Epoch [221][3100/3757] lr: 4.801e-03, eta: 1 day, 7:00:49, time: 0.951, data_time: 0.003, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8008, loss_cls: 1.7765, loss: 1.7765, grad_norm: 6.3422 2020-08-06 23:38:34,046 - mmaction - INFO - Epoch [221][3120/3757] lr: 4.801e-03, eta: 1 day, 7:00:34, time: 1.040, data_time: 0.006, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7820, loss_cls: 1.8915, loss: 1.8915, grad_norm: 6.4103 2020-08-06 23:38:52,563 - mmaction - INFO - Epoch [221][3140/3757] lr: 4.801e-03, eta: 1 day, 7:00:17, time: 0.926, data_time: 0.006, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7859, loss_cls: 1.9311, loss: 1.9311, grad_norm: 6.6735 2020-08-06 23:39:09,822 - mmaction - INFO - Epoch [221][3160/3757] lr: 4.801e-03, eta: 1 day, 7:00:01, time: 0.865, data_time: 0.005, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7828, loss_cls: 1.8085, loss: 1.8085, grad_norm: 6.2532 2020-08-06 23:39:28,402 - mmaction - INFO - Epoch [221][3180/3757] lr: 4.801e-03, eta: 1 day, 6:59:44, time: 0.929, data_time: 0.001, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7992, loss_cls: 1.7743, loss: 1.7743, grad_norm: 6.1851 2020-08-06 23:39:46,329 - mmaction - INFO - Epoch [221][3200/3757] lr: 4.801e-03, eta: 1 day, 6:59:28, time: 0.896, data_time: 0.003, memory: 6192, top1_acc: 0.6148, top5_acc: 0.7953, loss_cls: 1.7100, loss: 1.7100, grad_norm: 6.0809 2020-08-06 23:40:08,691 - mmaction - INFO - Epoch [221][3220/3757] lr: 4.801e-03, eta: 1 day, 6:59:13, time: 1.119, data_time: 0.004, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7914, loss_cls: 1.8050, loss: 1.8050, grad_norm: 6.4410 2020-08-06 23:40:28,682 - mmaction - INFO - Epoch [221][3240/3757] lr: 4.801e-03, eta: 1 day, 6:58:57, time: 1.000, data_time: 0.024, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7789, loss_cls: 1.8649, loss: 1.8649, grad_norm: 6.3404 2020-08-06 23:40:51,091 - mmaction - INFO - Epoch [221][3260/3757] lr: 4.801e-03, eta: 1 day, 6:58:42, time: 1.119, data_time: 0.001, memory: 6192, top1_acc: 0.5938, top5_acc: 0.7961, loss_cls: 1.7422, loss: 1.7422, grad_norm: 6.2960 2020-08-06 23:41:09,937 - mmaction - INFO - Epoch [221][3280/3757] lr: 4.801e-03, eta: 1 day, 6:58:26, time: 0.944, data_time: 0.049, memory: 6192, top1_acc: 0.5781, top5_acc: 0.8023, loss_cls: 1.7840, loss: 1.7840, grad_norm: 6.2607 2020-08-06 23:41:31,744 - mmaction - INFO - Epoch [221][3300/3757] lr: 4.801e-03, eta: 1 day, 6:58:11, time: 1.089, data_time: 0.013, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7914, loss_cls: 1.8453, loss: 1.8453, grad_norm: 6.4772 2020-08-06 23:41:47,811 - mmaction - INFO - Epoch [221][3320/3757] lr: 4.801e-03, eta: 1 day, 6:57:54, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.5758, top5_acc: 0.8008, loss_cls: 1.7782, loss: 1.7782, grad_norm: 6.4259 2020-08-06 23:42:06,894 - mmaction - INFO - Epoch [221][3340/3757] lr: 4.801e-03, eta: 1 day, 6:57:38, time: 0.952, data_time: 0.003, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7961, loss_cls: 1.7916, loss: 1.7916, grad_norm: 6.3135 2020-08-06 23:42:22,802 - mmaction - INFO - Epoch [221][3360/3757] lr: 4.801e-03, eta: 1 day, 6:57:21, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7844, loss_cls: 1.7927, loss: 1.7927, grad_norm: 6.3640 2020-08-06 23:42:38,959 - mmaction - INFO - Epoch [221][3380/3757] lr: 4.801e-03, eta: 1 day, 6:57:04, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.5852, top5_acc: 0.7992, loss_cls: 1.7725, loss: 1.7725, grad_norm: 6.2484 2020-08-06 23:43:00,173 - mmaction - INFO - Epoch [221][3400/3757] lr: 4.801e-03, eta: 1 day, 6:56:48, time: 1.061, data_time: 0.059, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8164, loss_cls: 1.6468, loss: 1.6468, grad_norm: 6.2943 2020-08-06 23:43:16,272 - mmaction - INFO - Epoch [221][3420/3757] lr: 4.801e-03, eta: 1 day, 6:56:31, time: 0.804, data_time: 0.005, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7828, loss_cls: 1.8364, loss: 1.8364, grad_norm: 6.7096 2020-08-06 23:43:34,799 - mmaction - INFO - Epoch [221][3440/3757] lr: 4.801e-03, eta: 1 day, 6:56:15, time: 0.929, data_time: 0.112, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7906, loss_cls: 1.8413, loss: 1.8413, grad_norm: 6.4695 2020-08-06 23:43:56,949 - mmaction - INFO - Epoch [221][3460/3757] lr: 4.801e-03, eta: 1 day, 6:56:00, time: 1.107, data_time: 0.113, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8023, loss_cls: 1.7458, loss: 1.7458, grad_norm: 6.2892 2020-08-06 23:44:17,908 - mmaction - INFO - Epoch [221][3480/3757] lr: 4.801e-03, eta: 1 day, 6:55:45, time: 1.048, data_time: 0.004, memory: 6192, top1_acc: 0.5820, top5_acc: 0.7953, loss_cls: 1.7691, loss: 1.7691, grad_norm: 6.4203 2020-08-06 23:44:37,984 - mmaction - INFO - Epoch [221][3500/3757] lr: 4.801e-03, eta: 1 day, 6:55:29, time: 1.003, data_time: 0.003, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7688, loss_cls: 1.9287, loss: 1.9287, grad_norm: 6.7155 2020-08-06 23:45:01,328 - mmaction - INFO - Epoch [221][3520/3757] lr: 4.801e-03, eta: 1 day, 6:55:14, time: 1.167, data_time: 0.004, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7992, loss_cls: 1.7839, loss: 1.7839, grad_norm: 6.5270 2020-08-06 23:45:20,456 - mmaction - INFO - Epoch [221][3540/3757] lr: 4.801e-03, eta: 1 day, 6:54:58, time: 0.955, data_time: 0.085, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7797, loss_cls: 1.8263, loss: 1.8263, grad_norm: 6.4298 2020-08-06 23:45:40,315 - mmaction - INFO - Epoch [221][3560/3757] lr: 4.801e-03, eta: 1 day, 6:54:42, time: 0.995, data_time: 0.006, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8109, loss_cls: 1.7063, loss: 1.7063, grad_norm: 6.4501 2020-08-06 23:46:00,079 - mmaction - INFO - Epoch [221][3580/3757] lr: 4.801e-03, eta: 1 day, 6:54:27, time: 0.987, data_time: 0.004, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8055, loss_cls: 1.7172, loss: 1.7172, grad_norm: 6.3443 2020-08-06 23:46:17,608 - mmaction - INFO - Epoch [221][3600/3757] lr: 4.801e-03, eta: 1 day, 6:54:10, time: 0.877, data_time: 0.005, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8086, loss_cls: 1.7229, loss: 1.7229, grad_norm: 6.4072 2020-08-06 23:46:39,362 - mmaction - INFO - Epoch [221][3620/3757] lr: 4.801e-03, eta: 1 day, 6:53:55, time: 1.088, data_time: 0.001, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7766, loss_cls: 1.8082, loss: 1.8082, grad_norm: 6.2388 2020-08-06 23:46:59,423 - mmaction - INFO - Epoch [221][3640/3757] lr: 4.801e-03, eta: 1 day, 6:53:39, time: 1.002, data_time: 0.003, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7797, loss_cls: 1.8278, loss: 1.8278, grad_norm: 6.3187 2020-08-06 23:47:19,928 - mmaction - INFO - Epoch [221][3660/3757] lr: 4.801e-03, eta: 1 day, 6:53:24, time: 1.024, data_time: 0.003, memory: 6192, top1_acc: 0.5813, top5_acc: 0.8016, loss_cls: 1.7338, loss: 1.7338, grad_norm: 6.2564 2020-08-06 23:47:36,250 - mmaction - INFO - Epoch [221][3680/3757] lr: 4.801e-03, eta: 1 day, 6:53:07, time: 0.816, data_time: 0.005, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7961, loss_cls: 1.7857, loss: 1.7857, grad_norm: 6.3775 2020-08-06 23:47:53,469 - mmaction - INFO - Epoch [221][3700/3757] lr: 4.801e-03, eta: 1 day, 6:52:50, time: 0.861, data_time: 0.002, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7859, loss_cls: 1.8599, loss: 1.8599, grad_norm: 6.6376 2020-08-06 23:48:11,180 - mmaction - INFO - Epoch [221][3720/3757] lr: 4.801e-03, eta: 1 day, 6:52:33, time: 0.885, data_time: 0.005, memory: 6192, top1_acc: 0.5555, top5_acc: 0.7914, loss_cls: 1.8547, loss: 1.8547, grad_norm: 6.3354 2020-08-06 23:48:31,291 - mmaction - INFO - Epoch [221][3740/3757] lr: 4.801e-03, eta: 1 day, 6:52:17, time: 1.007, data_time: 0.005, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7820, loss_cls: 1.8571, loss: 1.8571, grad_norm: 6.4255 2020-08-06 23:52:48,187 - mmaction - INFO - Epoch [222][20/3757] lr: 4.542e-03, eta: 1 day, 6:52:57, time: 10.977, data_time: 9.746, memory: 6192, top1_acc: 0.5891, top5_acc: 0.7891, loss_cls: 1.8332, loss: 1.8332, grad_norm: 6.2666 2020-08-06 23:53:09,809 - mmaction - INFO - Epoch [222][40/3757] lr: 4.542e-03, eta: 1 day, 6:52:42, time: 1.082, data_time: 0.136, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7937, loss_cls: 1.7726, loss: 1.7726, grad_norm: 6.3855 2020-08-06 23:53:25,912 - mmaction - INFO - Epoch [222][60/3757] lr: 4.542e-03, eta: 1 day, 6:52:25, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8148, loss_cls: 1.7273, loss: 1.7273, grad_norm: 6.4179 2020-08-06 23:53:42,602 - mmaction - INFO - Epoch [222][80/3757] lr: 4.542e-03, eta: 1 day, 6:52:08, time: 0.834, data_time: 0.012, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8094, loss_cls: 1.6921, loss: 1.6921, grad_norm: 6.1916 2020-08-06 23:53:58,604 - mmaction - INFO - Epoch [222][100/3757] lr: 4.542e-03, eta: 1 day, 6:51:50, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7937, loss_cls: 1.8267, loss: 1.8267, grad_norm: 6.5341 2020-08-06 23:54:14,685 - mmaction - INFO - Epoch [222][120/3757] lr: 4.542e-03, eta: 1 day, 6:51:33, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.5906, top5_acc: 0.7992, loss_cls: 1.7165, loss: 1.7165, grad_norm: 6.3116 2020-08-06 23:54:30,819 - mmaction - INFO - Epoch [222][140/3757] lr: 4.542e-03, eta: 1 day, 6:51:16, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8008, loss_cls: 1.7056, loss: 1.7056, grad_norm: 6.2705 2020-08-06 23:54:52,048 - mmaction - INFO - Epoch [222][160/3757] lr: 4.542e-03, eta: 1 day, 6:51:01, time: 1.061, data_time: 0.003, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7937, loss_cls: 1.8376, loss: 1.8376, grad_norm: 6.5746 2020-08-06 23:55:16,939 - mmaction - INFO - Epoch [222][180/3757] lr: 4.542e-03, eta: 1 day, 6:50:47, time: 1.245, data_time: 0.028, memory: 6192, top1_acc: 0.5820, top5_acc: 0.7828, loss_cls: 1.8017, loss: 1.8017, grad_norm: 6.3446 2020-08-06 23:55:34,778 - mmaction - INFO - Epoch [222][200/3757] lr: 4.542e-03, eta: 1 day, 6:50:30, time: 0.892, data_time: 0.004, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7969, loss_cls: 1.7212, loss: 1.7212, grad_norm: 6.2884 2020-08-06 23:55:53,435 - mmaction - INFO - Epoch [222][220/3757] lr: 4.542e-03, eta: 1 day, 6:50:14, time: 0.933, data_time: 0.003, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7883, loss_cls: 1.8420, loss: 1.8420, grad_norm: 6.3709 2020-08-06 23:56:09,456 - mmaction - INFO - Epoch [222][240/3757] lr: 4.542e-03, eta: 1 day, 6:49:57, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.5734, top5_acc: 0.8016, loss_cls: 1.8069, loss: 1.8069, grad_norm: 6.5597 2020-08-06 23:56:30,419 - mmaction - INFO - Epoch [222][260/3757] lr: 4.542e-03, eta: 1 day, 6:49:41, time: 1.049, data_time: 0.036, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7922, loss_cls: 1.8324, loss: 1.8324, grad_norm: 6.5016 2020-08-06 23:56:51,856 - mmaction - INFO - Epoch [222][280/3757] lr: 4.542e-03, eta: 1 day, 6:49:26, time: 1.072, data_time: 0.003, memory: 6192, top1_acc: 0.5914, top5_acc: 0.7992, loss_cls: 1.7662, loss: 1.7662, grad_norm: 6.2892 2020-08-06 23:57:07,836 - mmaction - INFO - Epoch [222][300/3757] lr: 4.542e-03, eta: 1 day, 6:49:09, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6094, top5_acc: 0.7945, loss_cls: 1.6883, loss: 1.6883, grad_norm: 6.0999 2020-08-06 23:57:30,910 - mmaction - INFO - Epoch [222][320/3757] lr: 4.542e-03, eta: 1 day, 6:48:54, time: 1.154, data_time: 0.041, memory: 6192, top1_acc: 0.5820, top5_acc: 0.7922, loss_cls: 1.7844, loss: 1.7844, grad_norm: 6.4392 2020-08-06 23:57:47,829 - mmaction - INFO - Epoch [222][340/3757] lr: 4.542e-03, eta: 1 day, 6:48:37, time: 0.844, data_time: 0.003, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7766, loss_cls: 1.8185, loss: 1.8185, grad_norm: 6.3170 2020-08-06 23:58:04,006 - mmaction - INFO - Epoch [222][360/3757] lr: 4.542e-03, eta: 1 day, 6:48:20, time: 0.811, data_time: 0.005, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8094, loss_cls: 1.7129, loss: 1.7129, grad_norm: 6.2227 2020-08-06 23:58:20,276 - mmaction - INFO - Epoch [222][380/3757] lr: 4.542e-03, eta: 1 day, 6:48:03, time: 0.813, data_time: 0.003, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8109, loss_cls: 1.7178, loss: 1.7178, grad_norm: 6.3902 2020-08-06 23:58:38,478 - mmaction - INFO - Epoch [222][400/3757] lr: 4.542e-03, eta: 1 day, 6:47:47, time: 0.909, data_time: 0.004, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8117, loss_cls: 1.6791, loss: 1.6791, grad_norm: 6.0339 2020-08-06 23:58:55,788 - mmaction - INFO - Epoch [222][420/3757] lr: 4.542e-03, eta: 1 day, 6:47:30, time: 0.867, data_time: 0.006, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8047, loss_cls: 1.6959, loss: 1.6959, grad_norm: 6.3292 2020-08-06 23:59:16,005 - mmaction - INFO - Epoch [222][440/3757] lr: 4.542e-03, eta: 1 day, 6:47:14, time: 1.010, data_time: 0.004, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8008, loss_cls: 1.7315, loss: 1.7315, grad_norm: 6.4704 2020-08-06 23:59:34,052 - mmaction - INFO - Epoch [222][460/3757] lr: 4.542e-03, eta: 1 day, 6:46:58, time: 0.903, data_time: 0.004, memory: 6192, top1_acc: 0.5820, top5_acc: 0.8031, loss_cls: 1.7625, loss: 1.7625, grad_norm: 6.3917 2020-08-06 23:59:50,344 - mmaction - INFO - Epoch [222][480/3757] lr: 4.542e-03, eta: 1 day, 6:46:40, time: 0.813, data_time: 0.004, memory: 6192, top1_acc: 0.6008, top5_acc: 0.7984, loss_cls: 1.6894, loss: 1.6894, grad_norm: 6.3175 2020-08-07 00:00:17,466 - mmaction - INFO - Epoch [222][500/3757] lr: 4.542e-03, eta: 1 day, 6:46:27, time: 1.356, data_time: 0.216, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8055, loss_cls: 1.7128, loss: 1.7128, grad_norm: 6.3778 2020-08-07 00:00:33,633 - mmaction - INFO - Epoch [222][520/3757] lr: 4.542e-03, eta: 1 day, 6:46:10, time: 0.811, data_time: 0.008, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8141, loss_cls: 1.6998, loss: 1.6998, grad_norm: 6.4017 2020-08-07 00:00:50,743 - mmaction - INFO - Epoch [222][540/3757] lr: 4.542e-03, eta: 1 day, 6:45:53, time: 0.855, data_time: 0.003, memory: 6192, top1_acc: 0.5680, top5_acc: 0.8000, loss_cls: 1.8168, loss: 1.8168, grad_norm: 6.2885 2020-08-07 00:01:08,690 - mmaction - INFO - Epoch [222][560/3757] lr: 4.542e-03, eta: 1 day, 6:45:37, time: 0.898, data_time: 0.004, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7914, loss_cls: 1.7884, loss: 1.7884, grad_norm: 6.3701 2020-08-07 00:01:25,570 - mmaction - INFO - Epoch [222][580/3757] lr: 4.542e-03, eta: 1 day, 6:45:20, time: 0.843, data_time: 0.001, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8086, loss_cls: 1.6921, loss: 1.6921, grad_norm: 6.2511 2020-08-07 00:01:42,468 - mmaction - INFO - Epoch [222][600/3757] lr: 4.542e-03, eta: 1 day, 6:45:03, time: 0.844, data_time: 0.004, memory: 6192, top1_acc: 0.5844, top5_acc: 0.8047, loss_cls: 1.7524, loss: 1.7524, grad_norm: 6.4577 2020-08-07 00:02:01,699 - mmaction - INFO - Epoch [222][620/3757] lr: 4.542e-03, eta: 1 day, 6:44:47, time: 0.961, data_time: 0.134, memory: 6192, top1_acc: 0.5719, top5_acc: 0.8000, loss_cls: 1.8061, loss: 1.8061, grad_norm: 6.6491 2020-08-07 00:02:17,521 - mmaction - INFO - Epoch [222][640/3757] lr: 4.542e-03, eta: 1 day, 6:44:30, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5930, top5_acc: 0.7875, loss_cls: 1.7541, loss: 1.7541, grad_norm: 6.4806 2020-08-07 00:02:33,704 - mmaction - INFO - Epoch [222][660/3757] lr: 4.542e-03, eta: 1 day, 6:44:12, time: 0.811, data_time: 0.006, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7789, loss_cls: 1.8634, loss: 1.8634, grad_norm: 6.7048 2020-08-07 00:02:49,630 - mmaction - INFO - Epoch [222][680/3757] lr: 4.542e-03, eta: 1 day, 6:43:55, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5859, top5_acc: 0.7937, loss_cls: 1.7466, loss: 1.7466, grad_norm: 6.4322 2020-08-07 00:03:07,378 - mmaction - INFO - Epoch [222][700/3757] lr: 4.542e-03, eta: 1 day, 6:43:39, time: 0.888, data_time: 0.005, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7898, loss_cls: 1.8376, loss: 1.8376, grad_norm: 6.6450 2020-08-07 00:03:26,009 - mmaction - INFO - Epoch [222][720/3757] lr: 4.542e-03, eta: 1 day, 6:43:22, time: 0.932, data_time: 0.004, memory: 6192, top1_acc: 0.5859, top5_acc: 0.7922, loss_cls: 1.8039, loss: 1.8039, grad_norm: 6.3953 2020-08-07 00:03:47,515 - mmaction - INFO - Epoch [222][740/3757] lr: 4.542e-03, eta: 1 day, 6:43:07, time: 1.074, data_time: 0.002, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7961, loss_cls: 1.8201, loss: 1.8201, grad_norm: 6.6802 2020-08-07 00:04:04,905 - mmaction - INFO - Epoch [222][760/3757] lr: 4.542e-03, eta: 1 day, 6:42:50, time: 0.870, data_time: 0.004, memory: 6192, top1_acc: 0.5930, top5_acc: 0.7852, loss_cls: 1.7620, loss: 1.7620, grad_norm: 6.2820 2020-08-07 00:04:21,109 - mmaction - INFO - Epoch [222][780/3757] lr: 4.542e-03, eta: 1 day, 6:42:33, time: 0.810, data_time: 0.004, memory: 6192, top1_acc: 0.5984, top5_acc: 0.7820, loss_cls: 1.7727, loss: 1.7727, grad_norm: 6.3049 2020-08-07 00:04:41,577 - mmaction - INFO - Epoch [222][800/3757] lr: 4.542e-03, eta: 1 day, 6:42:18, time: 1.022, data_time: 0.003, memory: 6192, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.7482, loss: 1.7482, grad_norm: 6.5016 2020-08-07 00:04:58,314 - mmaction - INFO - Epoch [222][820/3757] lr: 4.542e-03, eta: 1 day, 6:42:01, time: 0.838, data_time: 0.004, memory: 6192, top1_acc: 0.5930, top5_acc: 0.8102, loss_cls: 1.7255, loss: 1.7255, grad_norm: 6.5414 2020-08-07 00:05:14,249 - mmaction - INFO - Epoch [222][840/3757] lr: 4.542e-03, eta: 1 day, 6:41:43, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5977, top5_acc: 0.7961, loss_cls: 1.7215, loss: 1.7215, grad_norm: 6.2080 2020-08-07 00:05:30,087 - mmaction - INFO - Epoch [222][860/3757] lr: 4.542e-03, eta: 1 day, 6:41:26, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5930, top5_acc: 0.7937, loss_cls: 1.7246, loss: 1.7246, grad_norm: 6.3201 2020-08-07 00:05:46,036 - mmaction - INFO - Epoch [222][880/3757] lr: 4.542e-03, eta: 1 day, 6:41:09, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7828, loss_cls: 1.8309, loss: 1.8309, grad_norm: 6.3920 2020-08-07 00:06:01,943 - mmaction - INFO - Epoch [222][900/3757] lr: 4.542e-03, eta: 1 day, 6:40:51, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5961, top5_acc: 0.7953, loss_cls: 1.7792, loss: 1.7792, grad_norm: 6.3336 2020-08-07 00:06:17,749 - mmaction - INFO - Epoch [222][920/3757] lr: 4.542e-03, eta: 1 day, 6:40:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8141, loss_cls: 1.7088, loss: 1.7088, grad_norm: 6.3223 2020-08-07 00:06:33,618 - mmaction - INFO - Epoch [222][940/3757] lr: 4.542e-03, eta: 1 day, 6:40:17, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7992, loss_cls: 1.7617, loss: 1.7617, grad_norm: 6.5521 2020-08-07 00:06:49,443 - mmaction - INFO - Epoch [222][960/3757] lr: 4.542e-03, eta: 1 day, 6:39:59, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8535, loss: 1.8535, grad_norm: 6.3608 2020-08-07 00:07:05,261 - mmaction - INFO - Epoch [222][980/3757] lr: 4.542e-03, eta: 1 day, 6:39:42, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5859, top5_acc: 0.8102, loss_cls: 1.7267, loss: 1.7267, grad_norm: 6.3218 2020-08-07 00:07:21,101 - mmaction - INFO - Epoch [222][1000/3757] lr: 4.542e-03, eta: 1 day, 6:39:25, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7969, loss_cls: 1.8018, loss: 1.8018, grad_norm: 6.5378 2020-08-07 00:07:36,934 - mmaction - INFO - Epoch [222][1020/3757] lr: 4.542e-03, eta: 1 day, 6:39:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.7864, loss: 1.7864, grad_norm: 6.5582 2020-08-07 00:07:52,744 - mmaction - INFO - Epoch [222][1040/3757] lr: 4.542e-03, eta: 1 day, 6:38:50, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7937, loss_cls: 1.8017, loss: 1.8017, grad_norm: 6.6623 2020-08-07 00:08:11,754 - mmaction - INFO - Epoch [222][1060/3757] lr: 4.542e-03, eta: 1 day, 6:38:34, time: 0.951, data_time: 0.026, memory: 6192, top1_acc: 0.5852, top5_acc: 0.7875, loss_cls: 1.7659, loss: 1.7659, grad_norm: 6.3005 2020-08-07 00:08:27,695 - mmaction - INFO - Epoch [222][1080/3757] lr: 4.542e-03, eta: 1 day, 6:38:17, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5852, top5_acc: 0.7953, loss_cls: 1.8035, loss: 1.8035, grad_norm: 6.3361 2020-08-07 00:08:46,410 - mmaction - INFO - Epoch [222][1100/3757] lr: 4.542e-03, eta: 1 day, 6:38:01, time: 0.936, data_time: 0.003, memory: 6192, top1_acc: 0.5625, top5_acc: 0.7852, loss_cls: 1.8063, loss: 1.8063, grad_norm: 6.5675 2020-08-07 00:09:03,085 - mmaction - INFO - Epoch [222][1120/3757] lr: 4.542e-03, eta: 1 day, 6:37:44, time: 0.833, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8141, loss_cls: 1.6710, loss: 1.6710, grad_norm: 6.3678 2020-08-07 00:09:19,077 - mmaction - INFO - Epoch [222][1140/3757] lr: 4.542e-03, eta: 1 day, 6:37:26, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7820, loss_cls: 1.8125, loss: 1.8125, grad_norm: 6.7080 2020-08-07 00:09:38,107 - mmaction - INFO - Epoch [222][1160/3757] lr: 4.542e-03, eta: 1 day, 6:37:10, time: 0.951, data_time: 0.011, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8172, loss_cls: 1.6887, loss: 1.6887, grad_norm: 6.5109 2020-08-07 00:09:57,690 - mmaction - INFO - Epoch [222][1180/3757] lr: 4.542e-03, eta: 1 day, 6:36:54, time: 0.978, data_time: 0.003, memory: 6192, top1_acc: 0.5437, top5_acc: 0.7969, loss_cls: 1.8721, loss: 1.8721, grad_norm: 6.7066 2020-08-07 00:10:24,608 - mmaction - INFO - Epoch [222][1200/3757] lr: 4.542e-03, eta: 1 day, 6:36:41, time: 1.347, data_time: 0.359, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8039, loss_cls: 1.6934, loss: 1.6934, grad_norm: 6.1289 2020-08-07 00:10:43,585 - mmaction - INFO - Epoch [222][1220/3757] lr: 4.542e-03, eta: 1 day, 6:36:25, time: 0.949, data_time: 0.153, memory: 6192, top1_acc: 0.5859, top5_acc: 0.7891, loss_cls: 1.7724, loss: 1.7724, grad_norm: 6.3265 2020-08-07 00:10:59,424 - mmaction - INFO - Epoch [222][1240/3757] lr: 4.542e-03, eta: 1 day, 6:36:08, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8063, loss_cls: 1.7434, loss: 1.7434, grad_norm: 6.3833 2020-08-07 00:11:15,582 - mmaction - INFO - Epoch [222][1260/3757] lr: 4.542e-03, eta: 1 day, 6:35:50, time: 0.808, data_time: 0.005, memory: 6192, top1_acc: 0.5906, top5_acc: 0.7969, loss_cls: 1.7832, loss: 1.7832, grad_norm: 6.2342 2020-08-07 00:11:31,459 - mmaction - INFO - Epoch [222][1280/3757] lr: 4.542e-03, eta: 1 day, 6:35:33, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8070, loss_cls: 1.7083, loss: 1.7083, grad_norm: 6.4333 2020-08-07 00:11:50,434 - mmaction - INFO - Epoch [222][1300/3757] lr: 4.542e-03, eta: 1 day, 6:35:17, time: 0.948, data_time: 0.004, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7953, loss_cls: 1.8080, loss: 1.8080, grad_norm: 6.4831 2020-08-07 00:12:06,481 - mmaction - INFO - Epoch [222][1320/3757] lr: 4.542e-03, eta: 1 day, 6:35:00, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.5977, top5_acc: 0.7953, loss_cls: 1.7359, loss: 1.7359, grad_norm: 6.4330 2020-08-07 00:12:22,407 - mmaction - INFO - Epoch [222][1340/3757] lr: 4.542e-03, eta: 1 day, 6:34:42, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7898, loss_cls: 1.8063, loss: 1.8063, grad_norm: 6.4886 2020-08-07 00:12:42,346 - mmaction - INFO - Epoch [222][1360/3757] lr: 4.542e-03, eta: 1 day, 6:34:27, time: 0.996, data_time: 0.119, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7781, loss_cls: 1.8880, loss: 1.8880, grad_norm: 6.5401 2020-08-07 00:13:00,011 - mmaction - INFO - Epoch [222][1380/3757] lr: 4.542e-03, eta: 1 day, 6:34:10, time: 0.883, data_time: 0.005, memory: 6192, top1_acc: 0.5977, top5_acc: 0.7945, loss_cls: 1.7294, loss: 1.7294, grad_norm: 6.3727 2020-08-07 00:13:17,429 - mmaction - INFO - Epoch [222][1400/3757] lr: 4.542e-03, eta: 1 day, 6:33:53, time: 0.870, data_time: 0.005, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7891, loss_cls: 1.8237, loss: 1.8237, grad_norm: 6.6585 2020-08-07 00:13:33,403 - mmaction - INFO - Epoch [222][1420/3757] lr: 4.542e-03, eta: 1 day, 6:33:36, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8164, loss_cls: 1.7007, loss: 1.7007, grad_norm: 6.2295 2020-08-07 00:13:49,242 - mmaction - INFO - Epoch [222][1440/3757] lr: 4.542e-03, eta: 1 day, 6:33:19, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5938, top5_acc: 0.7984, loss_cls: 1.7034, loss: 1.7034, grad_norm: 6.2554 2020-08-07 00:14:05,245 - mmaction - INFO - Epoch [222][1460/3757] lr: 4.542e-03, eta: 1 day, 6:33:01, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7867, loss_cls: 1.7559, loss: 1.7559, grad_norm: 6.3605 2020-08-07 00:14:21,122 - mmaction - INFO - Epoch [222][1480/3757] lr: 4.542e-03, eta: 1 day, 6:32:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5602, top5_acc: 0.8008, loss_cls: 1.8207, loss: 1.8207, grad_norm: 6.4936 2020-08-07 00:14:38,431 - mmaction - INFO - Epoch [222][1500/3757] lr: 4.542e-03, eta: 1 day, 6:32:27, time: 0.865, data_time: 0.005, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7961, loss_cls: 1.7376, loss: 1.7376, grad_norm: 6.3924 2020-08-07 00:14:54,496 - mmaction - INFO - Epoch [222][1520/3757] lr: 4.542e-03, eta: 1 day, 6:32:10, time: 0.805, data_time: 0.006, memory: 6192, top1_acc: 0.5875, top5_acc: 0.8023, loss_cls: 1.7554, loss: 1.7554, grad_norm: 6.4117 2020-08-07 00:15:10,380 - mmaction - INFO - Epoch [222][1540/3757] lr: 4.542e-03, eta: 1 day, 6:31:53, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7961, loss_cls: 1.8150, loss: 1.8150, grad_norm: 6.3860 2020-08-07 00:15:26,414 - mmaction - INFO - Epoch [222][1560/3757] lr: 4.542e-03, eta: 1 day, 6:31:36, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.5891, top5_acc: 0.8047, loss_cls: 1.7277, loss: 1.7277, grad_norm: 6.2349 2020-08-07 00:15:42,330 - mmaction - INFO - Epoch [222][1580/3757] lr: 4.542e-03, eta: 1 day, 6:31:18, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.5984, top5_acc: 0.7914, loss_cls: 1.7735, loss: 1.7735, grad_norm: 6.2923 2020-08-07 00:15:58,324 - mmaction - INFO - Epoch [222][1600/3757] lr: 4.542e-03, eta: 1 day, 6:31:01, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5961, top5_acc: 0.7867, loss_cls: 1.7060, loss: 1.7060, grad_norm: 6.2801 2020-08-07 00:16:14,318 - mmaction - INFO - Epoch [222][1620/3757] lr: 4.542e-03, eta: 1 day, 6:30:44, time: 0.801, data_time: 0.005, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7961, loss_cls: 1.7704, loss: 1.7704, grad_norm: 6.4749 2020-08-07 00:16:30,078 - mmaction - INFO - Epoch [222][1640/3757] lr: 4.542e-03, eta: 1 day, 6:30:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7953, loss_cls: 1.7564, loss: 1.7564, grad_norm: 6.4371 2020-08-07 00:16:46,005 - mmaction - INFO - Epoch [222][1660/3757] lr: 4.542e-03, eta: 1 day, 6:30:09, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8078, loss_cls: 1.6839, loss: 1.6839, grad_norm: 6.2426 2020-08-07 00:17:02,012 - mmaction - INFO - Epoch [222][1680/3757] lr: 4.542e-03, eta: 1 day, 6:29:52, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.5773, top5_acc: 0.8031, loss_cls: 1.7666, loss: 1.7666, grad_norm: 6.5260 2020-08-07 00:17:18,105 - mmaction - INFO - Epoch [222][1700/3757] lr: 4.542e-03, eta: 1 day, 6:29:35, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5891, top5_acc: 0.8102, loss_cls: 1.7224, loss: 1.7224, grad_norm: 6.4974 2020-08-07 00:17:34,302 - mmaction - INFO - Epoch [222][1720/3757] lr: 4.542e-03, eta: 1 day, 6:29:17, time: 0.810, data_time: 0.003, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7891, loss_cls: 1.8402, loss: 1.8402, grad_norm: 6.5256 2020-08-07 00:17:50,382 - mmaction - INFO - Epoch [222][1740/3757] lr: 4.542e-03, eta: 1 day, 6:29:00, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.5820, top5_acc: 0.8195, loss_cls: 1.7057, loss: 1.7057, grad_norm: 6.5018 2020-08-07 00:18:06,349 - mmaction - INFO - Epoch [222][1760/3757] lr: 4.542e-03, eta: 1 day, 6:28:43, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7898, loss_cls: 1.7829, loss: 1.7829, grad_norm: 6.2885 2020-08-07 00:18:22,357 - mmaction - INFO - Epoch [222][1780/3757] lr: 4.542e-03, eta: 1 day, 6:28:26, time: 0.800, data_time: 0.011, memory: 6192, top1_acc: 0.5867, top5_acc: 0.8086, loss_cls: 1.7500, loss: 1.7500, grad_norm: 6.3824 2020-08-07 00:18:38,519 - mmaction - INFO - Epoch [222][1800/3757] lr: 4.542e-03, eta: 1 day, 6:28:09, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8031, loss_cls: 1.7144, loss: 1.7144, grad_norm: 6.2906 2020-08-07 00:18:54,476 - mmaction - INFO - Epoch [222][1820/3757] lr: 4.542e-03, eta: 1 day, 6:27:51, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8266, loss_cls: 1.6499, loss: 1.6499, grad_norm: 6.4211 2020-08-07 00:19:10,665 - mmaction - INFO - Epoch [222][1840/3757] lr: 4.542e-03, eta: 1 day, 6:27:34, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.5938, top5_acc: 0.7961, loss_cls: 1.7673, loss: 1.7673, grad_norm: 6.4596 2020-08-07 00:19:26,549 - mmaction - INFO - Epoch [222][1860/3757] lr: 4.542e-03, eta: 1 day, 6:27:17, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.5742, top5_acc: 0.8094, loss_cls: 1.7970, loss: 1.7970, grad_norm: 6.5274 2020-08-07 00:19:42,664 - mmaction - INFO - Epoch [222][1880/3757] lr: 4.542e-03, eta: 1 day, 6:27:00, time: 0.804, data_time: 0.005, memory: 6192, top1_acc: 0.5805, top5_acc: 0.8000, loss_cls: 1.7668, loss: 1.7668, grad_norm: 6.3801 2020-08-07 00:19:58,563 - mmaction - INFO - Epoch [222][1900/3757] lr: 4.542e-03, eta: 1 day, 6:26:42, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7906, loss_cls: 1.8051, loss: 1.8051, grad_norm: 6.6382 2020-08-07 00:20:14,799 - mmaction - INFO - Epoch [222][1920/3757] lr: 4.542e-03, eta: 1 day, 6:26:25, time: 0.811, data_time: 0.004, memory: 6192, top1_acc: 0.5859, top5_acc: 0.7969, loss_cls: 1.7713, loss: 1.7713, grad_norm: 6.6588 2020-08-07 00:20:31,168 - mmaction - INFO - Epoch [222][1940/3757] lr: 4.542e-03, eta: 1 day, 6:26:08, time: 0.819, data_time: 0.005, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8117, loss_cls: 1.6860, loss: 1.6860, grad_norm: 6.4586 2020-08-07 00:20:47,248 - mmaction - INFO - Epoch [222][1960/3757] lr: 4.542e-03, eta: 1 day, 6:25:51, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8078, loss_cls: 1.7083, loss: 1.7083, grad_norm: 6.4540 2020-08-07 00:21:03,367 - mmaction - INFO - Epoch [222][1980/3757] lr: 4.542e-03, eta: 1 day, 6:25:34, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.5852, top5_acc: 0.8109, loss_cls: 1.7370, loss: 1.7370, grad_norm: 6.5457 2020-08-07 00:21:19,371 - mmaction - INFO - Epoch [222][2000/3757] lr: 4.542e-03, eta: 1 day, 6:25:16, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7812, loss_cls: 1.8688, loss: 1.8688, grad_norm: 6.5064 2020-08-07 00:21:35,508 - mmaction - INFO - Epoch [222][2020/3757] lr: 4.542e-03, eta: 1 day, 6:24:59, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8039, loss_cls: 1.7132, loss: 1.7132, grad_norm: 6.2653 2020-08-07 00:21:51,662 - mmaction - INFO - Epoch [222][2040/3757] lr: 4.542e-03, eta: 1 day, 6:24:42, time: 0.807, data_time: 0.005, memory: 6192, top1_acc: 0.5891, top5_acc: 0.7859, loss_cls: 1.7922, loss: 1.7922, grad_norm: 6.5534 2020-08-07 00:22:08,019 - mmaction - INFO - Epoch [222][2060/3757] lr: 4.542e-03, eta: 1 day, 6:24:25, time: 0.819, data_time: 0.012, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8031, loss_cls: 1.7228, loss: 1.7228, grad_norm: 6.2791 2020-08-07 00:22:23,823 - mmaction - INFO - Epoch [222][2080/3757] lr: 4.542e-03, eta: 1 day, 6:24:07, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7937, loss_cls: 1.8324, loss: 1.8324, grad_norm: 6.5112 2020-08-07 00:22:39,771 - mmaction - INFO - Epoch [222][2100/3757] lr: 4.542e-03, eta: 1 day, 6:23:50, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7883, loss_cls: 1.8271, loss: 1.8271, grad_norm: 6.5530 2020-08-07 00:22:55,526 - mmaction - INFO - Epoch [222][2120/3757] lr: 4.542e-03, eta: 1 day, 6:23:33, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8195, loss_cls: 1.6384, loss: 1.6384, grad_norm: 6.2971 2020-08-07 00:23:11,304 - mmaction - INFO - Epoch [222][2140/3757] lr: 4.542e-03, eta: 1 day, 6:23:16, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6023, top5_acc: 0.7945, loss_cls: 1.7139, loss: 1.7139, grad_norm: 6.4623 2020-08-07 00:23:27,290 - mmaction - INFO - Epoch [222][2160/3757] lr: 4.542e-03, eta: 1 day, 6:22:58, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7984, loss_cls: 1.8096, loss: 1.8096, grad_norm: 6.8331 2020-08-07 00:23:44,958 - mmaction - INFO - Epoch [222][2180/3757] lr: 4.542e-03, eta: 1 day, 6:22:42, time: 0.883, data_time: 0.090, memory: 6192, top1_acc: 0.5820, top5_acc: 0.7898, loss_cls: 1.7979, loss: 1.7979, grad_norm: 6.7066 2020-08-07 00:24:02,100 - mmaction - INFO - Epoch [222][2200/3757] lr: 4.542e-03, eta: 1 day, 6:22:25, time: 0.856, data_time: 0.063, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7969, loss_cls: 1.8358, loss: 1.8358, grad_norm: 6.8177 2020-08-07 00:24:18,440 - mmaction - INFO - Epoch [222][2220/3757] lr: 4.542e-03, eta: 1 day, 6:22:08, time: 0.818, data_time: 0.004, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7773, loss_cls: 1.8341, loss: 1.8341, grad_norm: 6.5224 2020-08-07 00:24:34,509 - mmaction - INFO - Epoch [222][2240/3757] lr: 4.542e-03, eta: 1 day, 6:21:50, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.5859, top5_acc: 0.7969, loss_cls: 1.7621, loss: 1.7621, grad_norm: 6.4814 2020-08-07 00:24:50,609 - mmaction - INFO - Epoch [222][2260/3757] lr: 4.542e-03, eta: 1 day, 6:21:33, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.5930, top5_acc: 0.8055, loss_cls: 1.7680, loss: 1.7680, grad_norm: 6.3903 2020-08-07 00:25:06,729 - mmaction - INFO - Epoch [222][2280/3757] lr: 4.542e-03, eta: 1 day, 6:21:16, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8141, loss_cls: 1.6636, loss: 1.6636, grad_norm: 6.2800 2020-08-07 00:25:22,788 - mmaction - INFO - Epoch [222][2300/3757] lr: 4.542e-03, eta: 1 day, 6:20:59, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7828, loss_cls: 1.8108, loss: 1.8108, grad_norm: 6.5127 2020-08-07 00:25:43,259 - mmaction - INFO - Epoch [222][2320/3757] lr: 4.542e-03, eta: 1 day, 6:20:43, time: 1.026, data_time: 0.006, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8094, loss_cls: 1.6932, loss: 1.6932, grad_norm: 6.4045 2020-08-07 00:25:59,197 - mmaction - INFO - Epoch [222][2340/3757] lr: 4.542e-03, eta: 1 day, 6:20:26, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5820, top5_acc: 0.7898, loss_cls: 1.8030, loss: 1.8030, grad_norm: 6.4675 2020-08-07 00:26:15,138 - mmaction - INFO - Epoch [222][2360/3757] lr: 4.542e-03, eta: 1 day, 6:20:09, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8094, loss_cls: 1.6969, loss: 1.6969, grad_norm: 6.2517 2020-08-07 00:26:31,329 - mmaction - INFO - Epoch [222][2380/3757] lr: 4.542e-03, eta: 1 day, 6:19:51, time: 0.810, data_time: 0.005, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7852, loss_cls: 1.8005, loss: 1.8005, grad_norm: 6.3306 2020-08-07 00:26:49,425 - mmaction - INFO - Epoch [222][2400/3757] lr: 4.542e-03, eta: 1 day, 6:19:35, time: 0.905, data_time: 0.007, memory: 6192, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.7674, loss: 1.7674, grad_norm: 6.5061 2020-08-07 00:27:05,634 - mmaction - INFO - Epoch [222][2420/3757] lr: 4.542e-03, eta: 1 day, 6:19:18, time: 0.810, data_time: 0.004, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8000, loss_cls: 1.7240, loss: 1.7240, grad_norm: 6.4255 2020-08-07 00:27:21,630 - mmaction - INFO - Epoch [222][2440/3757] lr: 4.542e-03, eta: 1 day, 6:19:01, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7844, loss_cls: 1.8544, loss: 1.8544, grad_norm: 6.5315 2020-08-07 00:27:37,607 - mmaction - INFO - Epoch [222][2460/3757] lr: 4.542e-03, eta: 1 day, 6:18:43, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8156, loss_cls: 1.6603, loss: 1.6603, grad_norm: 6.1523 2020-08-07 00:27:53,496 - mmaction - INFO - Epoch [222][2480/3757] lr: 4.542e-03, eta: 1 day, 6:18:26, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5711, top5_acc: 0.8086, loss_cls: 1.7517, loss: 1.7517, grad_norm: 6.7036 2020-08-07 00:28:09,292 - mmaction - INFO - Epoch [222][2500/3757] lr: 4.542e-03, eta: 1 day, 6:18:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5852, top5_acc: 0.7797, loss_cls: 1.7929, loss: 1.7929, grad_norm: 6.3824 2020-08-07 00:28:25,049 - mmaction - INFO - Epoch [222][2520/3757] lr: 4.542e-03, eta: 1 day, 6:17:51, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7937, loss_cls: 1.8078, loss: 1.8078, grad_norm: 6.6222 2020-08-07 00:28:40,813 - mmaction - INFO - Epoch [222][2540/3757] lr: 4.542e-03, eta: 1 day, 6:17:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.8047, loss_cls: 1.7040, loss: 1.7040, grad_norm: 6.4717 2020-08-07 00:28:56,664 - mmaction - INFO - Epoch [222][2560/3757] lr: 4.542e-03, eta: 1 day, 6:17:17, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8070, loss_cls: 1.7230, loss: 1.7230, grad_norm: 6.4182 2020-08-07 00:29:12,552 - mmaction - INFO - Epoch [222][2580/3757] lr: 4.542e-03, eta: 1 day, 6:16:59, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5930, top5_acc: 0.8125, loss_cls: 1.7234, loss: 1.7234, grad_norm: 6.4997 2020-08-07 00:29:28,405 - mmaction - INFO - Epoch [222][2600/3757] lr: 4.542e-03, eta: 1 day, 6:16:42, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5820, top5_acc: 0.7859, loss_cls: 1.7918, loss: 1.7918, grad_norm: 6.4115 2020-08-07 00:29:44,216 - mmaction - INFO - Epoch [222][2620/3757] lr: 4.542e-03, eta: 1 day, 6:16:25, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7859, loss_cls: 1.8038, loss: 1.8038, grad_norm: 6.4910 2020-08-07 00:30:00,000 - mmaction - INFO - Epoch [222][2640/3757] lr: 4.542e-03, eta: 1 day, 6:16:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.7937, loss_cls: 1.7569, loss: 1.7569, grad_norm: 6.3440 2020-08-07 00:30:15,810 - mmaction - INFO - Epoch [222][2660/3757] lr: 4.542e-03, eta: 1 day, 6:15:50, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7922, loss_cls: 1.8527, loss: 1.8527, grad_norm: 6.5469 2020-08-07 00:30:31,701 - mmaction - INFO - Epoch [222][2680/3757] lr: 4.542e-03, eta: 1 day, 6:15:33, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7828, loss_cls: 1.7710, loss: 1.7710, grad_norm: 6.3734 2020-08-07 00:30:48,153 - mmaction - INFO - Epoch [222][2700/3757] lr: 4.542e-03, eta: 1 day, 6:15:16, time: 0.823, data_time: 0.024, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.7327, loss: 1.7327, grad_norm: 6.4950 2020-08-07 00:31:04,203 - mmaction - INFO - Epoch [222][2720/3757] lr: 4.542e-03, eta: 1 day, 6:14:59, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7789, loss_cls: 1.8494, loss: 1.8494, grad_norm: 6.5091 2020-08-07 00:31:20,036 - mmaction - INFO - Epoch [222][2740/3757] lr: 4.542e-03, eta: 1 day, 6:14:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5898, top5_acc: 0.7906, loss_cls: 1.7902, loss: 1.7902, grad_norm: 6.5986 2020-08-07 00:31:36,049 - mmaction - INFO - Epoch [222][2760/3757] lr: 4.542e-03, eta: 1 day, 6:14:24, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.5828, top5_acc: 0.8086, loss_cls: 1.7570, loss: 1.7570, grad_norm: 6.4181 2020-08-07 00:31:52,859 - mmaction - INFO - Epoch [222][2780/3757] lr: 4.542e-03, eta: 1 day, 6:14:07, time: 0.840, data_time: 0.004, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7883, loss_cls: 1.8034, loss: 1.8034, grad_norm: 6.4597 2020-08-07 00:32:12,937 - mmaction - INFO - Epoch [222][2800/3757] lr: 4.542e-03, eta: 1 day, 6:13:51, time: 1.004, data_time: 0.067, memory: 6192, top1_acc: 0.5734, top5_acc: 0.8000, loss_cls: 1.7786, loss: 1.7786, grad_norm: 6.3731 2020-08-07 00:32:29,137 - mmaction - INFO - Epoch [222][2820/3757] lr: 4.542e-03, eta: 1 day, 6:13:34, time: 0.809, data_time: 0.001, memory: 6192, top1_acc: 0.5766, top5_acc: 0.8000, loss_cls: 1.7856, loss: 1.7856, grad_norm: 6.5650 2020-08-07 00:32:45,291 - mmaction - INFO - Epoch [222][2840/3757] lr: 4.542e-03, eta: 1 day, 6:13:17, time: 0.809, data_time: 0.005, memory: 6192, top1_acc: 0.5781, top5_acc: 0.8008, loss_cls: 1.7526, loss: 1.7526, grad_norm: 6.4249 2020-08-07 00:33:01,440 - mmaction - INFO - Epoch [222][2860/3757] lr: 4.542e-03, eta: 1 day, 6:13:00, time: 0.807, data_time: 0.003, memory: 6192, top1_acc: 0.5891, top5_acc: 0.7930, loss_cls: 1.7825, loss: 1.7825, grad_norm: 6.6247 2020-08-07 00:33:17,516 - mmaction - INFO - Epoch [222][2880/3757] lr: 4.542e-03, eta: 1 day, 6:12:43, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.5891, top5_acc: 0.7891, loss_cls: 1.7761, loss: 1.7761, grad_norm: 6.5987 2020-08-07 00:33:33,524 - mmaction - INFO - Epoch [222][2900/3757] lr: 4.542e-03, eta: 1 day, 6:12:25, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8063, loss_cls: 1.6817, loss: 1.6817, grad_norm: 6.3745 2020-08-07 00:33:49,439 - mmaction - INFO - Epoch [222][2920/3757] lr: 4.542e-03, eta: 1 day, 6:12:08, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8047, loss_cls: 1.6924, loss: 1.6924, grad_norm: 6.2365 2020-08-07 00:34:05,287 - mmaction - INFO - Epoch [222][2940/3757] lr: 4.542e-03, eta: 1 day, 6:11:51, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7898, loss_cls: 1.8548, loss: 1.8548, grad_norm: 6.3789 2020-08-07 00:34:21,320 - mmaction - INFO - Epoch [222][2960/3757] lr: 4.542e-03, eta: 1 day, 6:11:33, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.5906, top5_acc: 0.7914, loss_cls: 1.8122, loss: 1.8122, grad_norm: 6.4827 2020-08-07 00:34:37,199 - mmaction - INFO - Epoch [222][2980/3757] lr: 4.542e-03, eta: 1 day, 6:11:16, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7656, loss_cls: 1.8541, loss: 1.8541, grad_norm: 6.4219 2020-08-07 00:34:53,387 - mmaction - INFO - Epoch [222][3000/3757] lr: 4.542e-03, eta: 1 day, 6:10:59, time: 0.811, data_time: 0.005, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7859, loss_cls: 1.8981, loss: 1.8981, grad_norm: 6.6182 2020-08-07 00:35:09,478 - mmaction - INFO - Epoch [222][3020/3757] lr: 4.542e-03, eta: 1 day, 6:10:42, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8867, loss: 1.8867, grad_norm: 6.4338 2020-08-07 00:35:25,293 - mmaction - INFO - Epoch [222][3040/3757] lr: 4.542e-03, eta: 1 day, 6:10:25, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5891, top5_acc: 0.7984, loss_cls: 1.7515, loss: 1.7515, grad_norm: 6.2897 2020-08-07 00:35:41,338 - mmaction - INFO - Epoch [222][3060/3757] lr: 4.542e-03, eta: 1 day, 6:10:07, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5687, top5_acc: 0.8016, loss_cls: 1.7908, loss: 1.7908, grad_norm: 6.5658 2020-08-07 00:35:57,444 - mmaction - INFO - Epoch [222][3080/3757] lr: 4.542e-03, eta: 1 day, 6:09:50, time: 0.807, data_time: 0.005, memory: 6192, top1_acc: 0.5852, top5_acc: 0.8023, loss_cls: 1.7559, loss: 1.7559, grad_norm: 6.4804 2020-08-07 00:36:13,410 - mmaction - INFO - Epoch [222][3100/3757] lr: 4.542e-03, eta: 1 day, 6:09:33, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7906, loss_cls: 1.8091, loss: 1.8091, grad_norm: 6.4174 2020-08-07 00:36:30,480 - mmaction - INFO - Epoch [222][3120/3757] lr: 4.542e-03, eta: 1 day, 6:09:16, time: 0.853, data_time: 0.003, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7891, loss_cls: 1.8012, loss: 1.8012, grad_norm: 6.6081 2020-08-07 00:36:46,311 - mmaction - INFO - Epoch [222][3140/3757] lr: 4.542e-03, eta: 1 day, 6:08:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8047, loss_cls: 1.7054, loss: 1.7054, grad_norm: 6.4404 2020-08-07 00:37:04,783 - mmaction - INFO - Epoch [222][3160/3757] lr: 4.542e-03, eta: 1 day, 6:08:42, time: 0.924, data_time: 0.132, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8102, loss_cls: 1.7338, loss: 1.7338, grad_norm: 6.5185 2020-08-07 00:37:20,624 - mmaction - INFO - Epoch [222][3180/3757] lr: 4.542e-03, eta: 1 day, 6:08:25, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8031, loss_cls: 1.6678, loss: 1.6678, grad_norm: 6.1855 2020-08-07 00:37:36,653 - mmaction - INFO - Epoch [222][3200/3757] lr: 4.542e-03, eta: 1 day, 6:08:08, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7789, loss_cls: 1.7909, loss: 1.7909, grad_norm: 6.4046 2020-08-07 00:37:52,784 - mmaction - INFO - Epoch [222][3220/3757] lr: 4.542e-03, eta: 1 day, 6:07:51, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7836, loss_cls: 1.8574, loss: 1.8574, grad_norm: 6.4040 2020-08-07 00:38:08,838 - mmaction - INFO - Epoch [222][3240/3757] lr: 4.542e-03, eta: 1 day, 6:07:33, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7781, loss_cls: 1.8487, loss: 1.8487, grad_norm: 6.4479 2020-08-07 00:38:25,100 - mmaction - INFO - Epoch [222][3260/3757] lr: 4.542e-03, eta: 1 day, 6:07:16, time: 0.810, data_time: 0.003, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7883, loss_cls: 1.8553, loss: 1.8553, grad_norm: 6.5874 2020-08-07 00:38:41,322 - mmaction - INFO - Epoch [222][3280/3757] lr: 4.542e-03, eta: 1 day, 6:06:59, time: 0.814, data_time: 0.006, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7977, loss_cls: 1.7976, loss: 1.7976, grad_norm: 6.5391 2020-08-07 00:38:57,465 - mmaction - INFO - Epoch [222][3300/3757] lr: 4.542e-03, eta: 1 day, 6:06:42, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8008, loss_cls: 1.7183, loss: 1.7183, grad_norm: 6.3611 2020-08-07 00:39:13,715 - mmaction - INFO - Epoch [222][3320/3757] lr: 4.542e-03, eta: 1 day, 6:06:25, time: 0.815, data_time: 0.011, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7891, loss_cls: 1.8044, loss: 1.8044, grad_norm: 6.3926 2020-08-07 00:39:29,539 - mmaction - INFO - Epoch [222][3340/3757] lr: 4.542e-03, eta: 1 day, 6:06:07, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5883, top5_acc: 0.7953, loss_cls: 1.7626, loss: 1.7626, grad_norm: 6.5308 2020-08-07 00:39:45,741 - mmaction - INFO - Epoch [222][3360/3757] lr: 4.542e-03, eta: 1 day, 6:05:50, time: 0.810, data_time: 0.003, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7859, loss_cls: 1.8140, loss: 1.8140, grad_norm: 6.5454 2020-08-07 00:40:01,570 - mmaction - INFO - Epoch [222][3380/3757] lr: 4.542e-03, eta: 1 day, 6:05:33, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8086, loss_cls: 1.7851, loss: 1.7851, grad_norm: 6.4725 2020-08-07 00:40:19,649 - mmaction - INFO - Epoch [222][3400/3757] lr: 4.542e-03, eta: 1 day, 6:05:16, time: 0.903, data_time: 0.003, memory: 6192, top1_acc: 0.5852, top5_acc: 0.7969, loss_cls: 1.7760, loss: 1.7760, grad_norm: 6.5393 2020-08-07 00:40:38,024 - mmaction - INFO - Epoch [222][3420/3757] lr: 4.542e-03, eta: 1 day, 6:05:00, time: 0.918, data_time: 0.004, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7859, loss_cls: 1.8545, loss: 1.8545, grad_norm: 6.8554 2020-08-07 00:40:54,218 - mmaction - INFO - Epoch [222][3440/3757] lr: 4.542e-03, eta: 1 day, 6:04:43, time: 0.811, data_time: 0.005, memory: 6192, top1_acc: 0.6039, top5_acc: 0.7945, loss_cls: 1.7736, loss: 1.7736, grad_norm: 6.4206 2020-08-07 00:41:10,280 - mmaction - INFO - Epoch [222][3460/3757] lr: 4.542e-03, eta: 1 day, 6:04:26, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7977, loss_cls: 1.7887, loss: 1.7887, grad_norm: 6.5783 2020-08-07 00:41:26,319 - mmaction - INFO - Epoch [222][3480/3757] lr: 4.542e-03, eta: 1 day, 6:04:08, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.8309, loss: 1.8309, grad_norm: 6.5471 2020-08-07 00:41:42,268 - mmaction - INFO - Epoch [222][3500/3757] lr: 4.542e-03, eta: 1 day, 6:03:51, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7977, loss_cls: 1.7878, loss: 1.7878, grad_norm: 6.5123 2020-08-07 00:41:58,389 - mmaction - INFO - Epoch [222][3520/3757] lr: 4.542e-03, eta: 1 day, 6:03:34, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7844, loss_cls: 1.7846, loss: 1.7846, grad_norm: 6.3721 2020-08-07 00:42:14,164 - mmaction - INFO - Epoch [222][3540/3757] lr: 4.542e-03, eta: 1 day, 6:03:17, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5766, top5_acc: 0.8039, loss_cls: 1.7503, loss: 1.7503, grad_norm: 6.3947 2020-08-07 00:42:30,174 - mmaction - INFO - Epoch [222][3560/3757] lr: 4.542e-03, eta: 1 day, 6:02:59, time: 0.803, data_time: 0.005, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8141, loss_cls: 1.7132, loss: 1.7132, grad_norm: 6.2248 2020-08-07 00:42:46,129 - mmaction - INFO - Epoch [222][3580/3757] lr: 4.542e-03, eta: 1 day, 6:02:42, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.5922, top5_acc: 0.7969, loss_cls: 1.7357, loss: 1.7357, grad_norm: 6.2864 2020-08-07 00:43:02,090 - mmaction - INFO - Epoch [222][3600/3757] lr: 4.542e-03, eta: 1 day, 6:02:25, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7937, loss_cls: 1.7758, loss: 1.7758, grad_norm: 6.4039 2020-08-07 00:43:18,286 - mmaction - INFO - Epoch [222][3620/3757] lr: 4.542e-03, eta: 1 day, 6:02:08, time: 0.810, data_time: 0.004, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7859, loss_cls: 1.8056, loss: 1.8056, grad_norm: 6.3960 2020-08-07 00:43:34,303 - mmaction - INFO - Epoch [222][3640/3757] lr: 4.542e-03, eta: 1 day, 6:01:50, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.5805, top5_acc: 0.8039, loss_cls: 1.7695, loss: 1.7695, grad_norm: 6.4243 2020-08-07 00:43:50,210 - mmaction - INFO - Epoch [222][3660/3757] lr: 4.542e-03, eta: 1 day, 6:01:33, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8070, loss_cls: 1.7323, loss: 1.7323, grad_norm: 6.5246 2020-08-07 00:44:06,346 - mmaction - INFO - Epoch [222][3680/3757] lr: 4.542e-03, eta: 1 day, 6:01:16, time: 0.807, data_time: 0.003, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7742, loss_cls: 1.8577, loss: 1.8577, grad_norm: 6.4150 2020-08-07 00:44:22,332 - mmaction - INFO - Epoch [222][3700/3757] lr: 4.542e-03, eta: 1 day, 6:00:59, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8219, loss_cls: 1.6782, loss: 1.6782, grad_norm: 6.3322 2020-08-07 00:44:38,368 - mmaction - INFO - Epoch [222][3720/3757] lr: 4.542e-03, eta: 1 day, 6:00:42, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7844, loss_cls: 1.8079, loss: 1.8079, grad_norm: 6.4003 2020-08-07 00:44:54,240 - mmaction - INFO - Epoch [222][3740/3757] lr: 4.542e-03, eta: 1 day, 6:00:24, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.5875, top5_acc: 0.8109, loss_cls: 1.7054, loss: 1.7054, grad_norm: 6.3334 2020-08-07 00:48:25,909 - mmaction - INFO - Epoch [223][20/3757] lr: 4.290e-03, eta: 1 day, 6:00:49, time: 9.343, data_time: 8.498, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8094, loss_cls: 1.7091, loss: 1.7091, grad_norm: 6.4355 2020-08-07 00:48:41,722 - mmaction - INFO - Epoch [223][40/3757] lr: 4.290e-03, eta: 1 day, 6:00:32, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5813, top5_acc: 0.8023, loss_cls: 1.7504, loss: 1.7504, grad_norm: 6.3843 2020-08-07 00:48:57,653 - mmaction - INFO - Epoch [223][60/3757] lr: 4.290e-03, eta: 1 day, 6:00:15, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8109, loss_cls: 1.6834, loss: 1.6834, grad_norm: 6.4828 2020-08-07 00:49:13,494 - mmaction - INFO - Epoch [223][80/3757] lr: 4.290e-03, eta: 1 day, 5:59:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7789, loss_cls: 1.7899, loss: 1.7899, grad_norm: 6.5375 2020-08-07 00:49:29,354 - mmaction - INFO - Epoch [223][100/3757] lr: 4.290e-03, eta: 1 day, 5:59:40, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5930, top5_acc: 0.7977, loss_cls: 1.7913, loss: 1.7913, grad_norm: 6.4919 2020-08-07 00:49:45,116 - mmaction - INFO - Epoch [223][120/3757] lr: 4.290e-03, eta: 1 day, 5:59:23, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8086, loss_cls: 1.7525, loss: 1.7525, grad_norm: 6.5071 2020-08-07 00:50:00,984 - mmaction - INFO - Epoch [223][140/3757] lr: 4.290e-03, eta: 1 day, 5:59:05, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8258, loss_cls: 1.6192, loss: 1.6192, grad_norm: 6.0769 2020-08-07 00:50:16,856 - mmaction - INFO - Epoch [223][160/3757] lr: 4.290e-03, eta: 1 day, 5:58:48, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5891, top5_acc: 0.8031, loss_cls: 1.7581, loss: 1.7581, grad_norm: 6.6082 2020-08-07 00:50:32,735 - mmaction - INFO - Epoch [223][180/3757] lr: 4.290e-03, eta: 1 day, 5:58:31, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8141, loss_cls: 1.6893, loss: 1.6893, grad_norm: 6.3313 2020-08-07 00:50:48,628 - mmaction - INFO - Epoch [223][200/3757] lr: 4.290e-03, eta: 1 day, 5:58:13, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8148, loss_cls: 1.6675, loss: 1.6675, grad_norm: 6.3593 2020-08-07 00:51:04,475 - mmaction - INFO - Epoch [223][220/3757] lr: 4.290e-03, eta: 1 day, 5:57:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5586, top5_acc: 0.7844, loss_cls: 1.8519, loss: 1.8519, grad_norm: 6.8330 2020-08-07 00:51:20,302 - mmaction - INFO - Epoch [223][240/3757] lr: 4.290e-03, eta: 1 day, 5:57:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8078, loss_cls: 1.7408, loss: 1.7408, grad_norm: 6.5100 2020-08-07 00:51:36,193 - mmaction - INFO - Epoch [223][260/3757] lr: 4.290e-03, eta: 1 day, 5:57:22, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5922, top5_acc: 0.7945, loss_cls: 1.7681, loss: 1.7681, grad_norm: 6.3507 2020-08-07 00:51:51,954 - mmaction - INFO - Epoch [223][280/3757] lr: 4.290e-03, eta: 1 day, 5:57:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8219, loss_cls: 1.6908, loss: 1.6908, grad_norm: 6.3399 2020-08-07 00:52:07,846 - mmaction - INFO - Epoch [223][300/3757] lr: 4.290e-03, eta: 1 day, 5:56:47, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8109, loss_cls: 1.6959, loss: 1.6959, grad_norm: 6.2375 2020-08-07 00:52:23,749 - mmaction - INFO - Epoch [223][320/3757] lr: 4.290e-03, eta: 1 day, 5:56:30, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5820, top5_acc: 0.7898, loss_cls: 1.7660, loss: 1.7660, grad_norm: 6.4351 2020-08-07 00:52:39,553 - mmaction - INFO - Epoch [223][340/3757] lr: 4.290e-03, eta: 1 day, 5:56:12, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7883, loss_cls: 1.8103, loss: 1.8103, grad_norm: 6.6675 2020-08-07 00:52:55,383 - mmaction - INFO - Epoch [223][360/3757] lr: 4.290e-03, eta: 1 day, 5:55:55, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8078, loss_cls: 1.6961, loss: 1.6961, grad_norm: 6.4086 2020-08-07 00:53:11,177 - mmaction - INFO - Epoch [223][380/3757] lr: 4.290e-03, eta: 1 day, 5:55:38, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7953, loss_cls: 1.7797, loss: 1.7797, grad_norm: 6.6552 2020-08-07 00:53:26,997 - mmaction - INFO - Epoch [223][400/3757] lr: 4.290e-03, eta: 1 day, 5:55:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5875, top5_acc: 0.8047, loss_cls: 1.7489, loss: 1.7489, grad_norm: 6.5174 2020-08-07 00:53:42,873 - mmaction - INFO - Epoch [223][420/3757] lr: 4.290e-03, eta: 1 day, 5:55:03, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8211, loss_cls: 1.6631, loss: 1.6631, grad_norm: 6.5224 2020-08-07 00:53:58,625 - mmaction - INFO - Epoch [223][440/3757] lr: 4.290e-03, eta: 1 day, 5:54:46, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7836, loss_cls: 1.7907, loss: 1.7907, grad_norm: 6.4638 2020-08-07 00:54:14,435 - mmaction - INFO - Epoch [223][460/3757] lr: 4.290e-03, eta: 1 day, 5:54:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5852, top5_acc: 0.8125, loss_cls: 1.7532, loss: 1.7532, grad_norm: 6.6576 2020-08-07 00:54:30,264 - mmaction - INFO - Epoch [223][480/3757] lr: 4.290e-03, eta: 1 day, 5:54:11, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5922, top5_acc: 0.7992, loss_cls: 1.7593, loss: 1.7593, grad_norm: 6.5198 2020-08-07 00:54:46,132 - mmaction - INFO - Epoch [223][500/3757] lr: 4.290e-03, eta: 1 day, 5:53:54, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5813, top5_acc: 0.8055, loss_cls: 1.7281, loss: 1.7281, grad_norm: 6.7525 2020-08-07 00:55:01,971 - mmaction - INFO - Epoch [223][520/3757] lr: 4.290e-03, eta: 1 day, 5:53:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5781, top5_acc: 0.8047, loss_cls: 1.8020, loss: 1.8020, grad_norm: 6.8362 2020-08-07 00:55:17,716 - mmaction - INFO - Epoch [223][540/3757] lr: 4.290e-03, eta: 1 day, 5:53:19, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.5883, top5_acc: 0.8070, loss_cls: 1.7328, loss: 1.7328, grad_norm: 6.5715 2020-08-07 00:55:33,492 - mmaction - INFO - Epoch [223][560/3757] lr: 4.290e-03, eta: 1 day, 5:53:02, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5906, top5_acc: 0.7992, loss_cls: 1.7351, loss: 1.7351, grad_norm: 6.4705 2020-08-07 00:55:49,279 - mmaction - INFO - Epoch [223][580/3757] lr: 4.290e-03, eta: 1 day, 5:52:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8047, loss_cls: 1.7201, loss: 1.7201, grad_norm: 6.5802 2020-08-07 00:56:05,116 - mmaction - INFO - Epoch [223][600/3757] lr: 4.290e-03, eta: 1 day, 5:52:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5922, top5_acc: 0.8055, loss_cls: 1.7213, loss: 1.7213, grad_norm: 6.4920 2020-08-07 00:56:20,930 - mmaction - INFO - Epoch [223][620/3757] lr: 4.290e-03, eta: 1 day, 5:52:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8023, loss_cls: 1.7683, loss: 1.7683, grad_norm: 6.4226 2020-08-07 00:56:36,827 - mmaction - INFO - Epoch [223][640/3757] lr: 4.290e-03, eta: 1 day, 5:51:53, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8078, loss_cls: 1.7006, loss: 1.7006, grad_norm: 6.3653 2020-08-07 00:56:52,620 - mmaction - INFO - Epoch [223][660/3757] lr: 4.290e-03, eta: 1 day, 5:51:35, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8109, loss_cls: 1.6627, loss: 1.6627, grad_norm: 6.3281 2020-08-07 00:57:08,454 - mmaction - INFO - Epoch [223][680/3757] lr: 4.290e-03, eta: 1 day, 5:51:18, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5719, top5_acc: 0.8047, loss_cls: 1.7734, loss: 1.7734, grad_norm: 6.8105 2020-08-07 00:57:24,188 - mmaction - INFO - Epoch [223][700/3757] lr: 4.290e-03, eta: 1 day, 5:51:01, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8086, loss_cls: 1.6688, loss: 1.6688, grad_norm: 6.3824 2020-08-07 00:57:40,108 - mmaction - INFO - Epoch [223][720/3757] lr: 4.290e-03, eta: 1 day, 5:50:43, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8000, loss_cls: 1.7459, loss: 1.7459, grad_norm: 6.4575 2020-08-07 00:57:55,858 - mmaction - INFO - Epoch [223][740/3757] lr: 4.290e-03, eta: 1 day, 5:50:26, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8023, loss_cls: 1.7251, loss: 1.7251, grad_norm: 6.4713 2020-08-07 00:58:11,709 - mmaction - INFO - Epoch [223][760/3757] lr: 4.290e-03, eta: 1 day, 5:50:09, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8047, loss_cls: 1.6486, loss: 1.6486, grad_norm: 6.3407 2020-08-07 00:58:27,577 - mmaction - INFO - Epoch [223][780/3757] lr: 4.290e-03, eta: 1 day, 5:49:51, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7953, loss_cls: 1.7870, loss: 1.7870, grad_norm: 6.6461 2020-08-07 00:58:43,344 - mmaction - INFO - Epoch [223][800/3757] lr: 4.290e-03, eta: 1 day, 5:49:34, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8047, loss_cls: 1.7540, loss: 1.7540, grad_norm: 6.5505 2020-08-07 00:58:59,162 - mmaction - INFO - Epoch [223][820/3757] lr: 4.290e-03, eta: 1 day, 5:49:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5859, top5_acc: 0.7961, loss_cls: 1.7887, loss: 1.7887, grad_norm: 6.8891 2020-08-07 00:59:14,991 - mmaction - INFO - Epoch [223][840/3757] lr: 4.290e-03, eta: 1 day, 5:48:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7945, loss_cls: 1.8376, loss: 1.8376, grad_norm: 6.9143 2020-08-07 00:59:30,834 - mmaction - INFO - Epoch [223][860/3757] lr: 4.290e-03, eta: 1 day, 5:48:42, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8078, loss_cls: 1.7344, loss: 1.7344, grad_norm: 6.5879 2020-08-07 00:59:46,596 - mmaction - INFO - Epoch [223][880/3757] lr: 4.290e-03, eta: 1 day, 5:48:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7945, loss_cls: 1.7820, loss: 1.7820, grad_norm: 6.4193 2020-08-07 01:00:02,491 - mmaction - INFO - Epoch [223][900/3757] lr: 4.290e-03, eta: 1 day, 5:48:08, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8078, loss_cls: 1.7274, loss: 1.7274, grad_norm: 6.6959 2020-08-07 01:00:21,661 - mmaction - INFO - Epoch [223][920/3757] lr: 4.290e-03, eta: 1 day, 5:47:51, time: 0.958, data_time: 0.006, memory: 6192, top1_acc: 0.5797, top5_acc: 0.8000, loss_cls: 1.7802, loss: 1.7802, grad_norm: 6.6077 2020-08-07 01:00:37,754 - mmaction - INFO - Epoch [223][940/3757] lr: 4.290e-03, eta: 1 day, 5:47:34, time: 0.807, data_time: 0.014, memory: 6192, top1_acc: 0.5852, top5_acc: 0.8070, loss_cls: 1.7899, loss: 1.7899, grad_norm: 6.5028 2020-08-07 01:00:53,664 - mmaction - INFO - Epoch [223][960/3757] lr: 4.290e-03, eta: 1 day, 5:47:17, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8195, loss_cls: 1.6594, loss: 1.6594, grad_norm: 6.3482 2020-08-07 01:01:09,404 - mmaction - INFO - Epoch [223][980/3757] lr: 4.290e-03, eta: 1 day, 5:47:00, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.5883, top5_acc: 0.8023, loss_cls: 1.7624, loss: 1.7624, grad_norm: 6.7588 2020-08-07 01:01:25,207 - mmaction - INFO - Epoch [223][1000/3757] lr: 4.290e-03, eta: 1 day, 5:46:42, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.6906, loss: 1.6906, grad_norm: 6.6087 2020-08-07 01:01:40,968 - mmaction - INFO - Epoch [223][1020/3757] lr: 4.290e-03, eta: 1 day, 5:46:25, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5883, top5_acc: 0.8023, loss_cls: 1.7503, loss: 1.7503, grad_norm: 6.6206 2020-08-07 01:01:56,730 - mmaction - INFO - Epoch [223][1040/3757] lr: 4.290e-03, eta: 1 day, 5:46:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5602, top5_acc: 0.7805, loss_cls: 1.8910, loss: 1.8910, grad_norm: 6.5703 2020-08-07 01:02:12,508 - mmaction - INFO - Epoch [223][1060/3757] lr: 4.290e-03, eta: 1 day, 5:45:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8109, loss_cls: 1.6684, loss: 1.6684, grad_norm: 6.3218 2020-08-07 01:02:28,333 - mmaction - INFO - Epoch [223][1080/3757] lr: 4.290e-03, eta: 1 day, 5:45:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8047, loss_cls: 1.7658, loss: 1.7658, grad_norm: 6.5124 2020-08-07 01:02:44,188 - mmaction - INFO - Epoch [223][1100/3757] lr: 4.290e-03, eta: 1 day, 5:45:16, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8227, loss_cls: 1.6351, loss: 1.6351, grad_norm: 6.3416 2020-08-07 01:03:00,010 - mmaction - INFO - Epoch [223][1120/3757] lr: 4.290e-03, eta: 1 day, 5:44:58, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5930, top5_acc: 0.8039, loss_cls: 1.7314, loss: 1.7314, grad_norm: 6.5290 2020-08-07 01:03:15,743 - mmaction - INFO - Epoch [223][1140/3757] lr: 4.290e-03, eta: 1 day, 5:44:41, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7906, loss_cls: 1.8725, loss: 1.8725, grad_norm: 6.6602 2020-08-07 01:03:31,572 - mmaction - INFO - Epoch [223][1160/3757] lr: 4.290e-03, eta: 1 day, 5:44:24, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5742, top5_acc: 0.8000, loss_cls: 1.8047, loss: 1.8047, grad_norm: 6.7165 2020-08-07 01:03:47,409 - mmaction - INFO - Epoch [223][1180/3757] lr: 4.290e-03, eta: 1 day, 5:44:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7797, loss_cls: 1.8168, loss: 1.8168, grad_norm: 6.5595 2020-08-07 01:04:03,165 - mmaction - INFO - Epoch [223][1200/3757] lr: 4.290e-03, eta: 1 day, 5:43:49, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5922, top5_acc: 0.8102, loss_cls: 1.7254, loss: 1.7254, grad_norm: 6.4831 2020-08-07 01:04:19,522 - mmaction - INFO - Epoch [223][1220/3757] lr: 4.290e-03, eta: 1 day, 5:43:32, time: 0.818, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.8109, loss_cls: 1.7312, loss: 1.7312, grad_norm: 6.7901 2020-08-07 01:04:35,282 - mmaction - INFO - Epoch [223][1240/3757] lr: 4.290e-03, eta: 1 day, 5:43:15, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8148, loss_cls: 1.6620, loss: 1.6620, grad_norm: 6.4880 2020-08-07 01:04:51,544 - mmaction - INFO - Epoch [223][1260/3757] lr: 4.290e-03, eta: 1 day, 5:42:58, time: 0.813, data_time: 0.004, memory: 6192, top1_acc: 0.5922, top5_acc: 0.7977, loss_cls: 1.7549, loss: 1.7549, grad_norm: 6.4922 2020-08-07 01:05:07,428 - mmaction - INFO - Epoch [223][1280/3757] lr: 4.290e-03, eta: 1 day, 5:42:40, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7750, loss_cls: 1.8213, loss: 1.8213, grad_norm: 6.6261 2020-08-07 01:05:24,677 - mmaction - INFO - Epoch [223][1300/3757] lr: 4.290e-03, eta: 1 day, 5:42:23, time: 0.863, data_time: 0.001, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7828, loss_cls: 1.8065, loss: 1.8065, grad_norm: 6.8313 2020-08-07 01:05:41,290 - mmaction - INFO - Epoch [223][1320/3757] lr: 4.290e-03, eta: 1 day, 5:42:06, time: 0.831, data_time: 0.003, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7930, loss_cls: 1.8180, loss: 1.8180, grad_norm: 6.6160 2020-08-07 01:05:57,476 - mmaction - INFO - Epoch [223][1340/3757] lr: 4.290e-03, eta: 1 day, 5:41:49, time: 0.809, data_time: 0.004, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7766, loss_cls: 1.8590, loss: 1.8590, grad_norm: 6.6052 2020-08-07 01:06:13,159 - mmaction - INFO - Epoch [223][1360/3757] lr: 4.290e-03, eta: 1 day, 5:41:32, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5820, top5_acc: 0.8047, loss_cls: 1.7298, loss: 1.7298, grad_norm: 6.4435 2020-08-07 01:06:29,272 - mmaction - INFO - Epoch [223][1380/3757] lr: 4.290e-03, eta: 1 day, 5:41:15, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8172, loss_cls: 1.6380, loss: 1.6380, grad_norm: 6.3027 2020-08-07 01:06:45,049 - mmaction - INFO - Epoch [223][1400/3757] lr: 4.290e-03, eta: 1 day, 5:40:57, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5773, top5_acc: 0.8008, loss_cls: 1.7718, loss: 1.7718, grad_norm: 6.5485 2020-08-07 01:07:01,657 - mmaction - INFO - Epoch [223][1420/3757] lr: 4.290e-03, eta: 1 day, 5:40:40, time: 0.830, data_time: 0.004, memory: 6192, top1_acc: 0.5844, top5_acc: 0.8023, loss_cls: 1.7259, loss: 1.7259, grad_norm: 6.4558 2020-08-07 01:07:18,058 - mmaction - INFO - Epoch [223][1440/3757] lr: 4.290e-03, eta: 1 day, 5:40:23, time: 0.820, data_time: 0.004, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7953, loss_cls: 1.7297, loss: 1.7297, grad_norm: 6.5053 2020-08-07 01:07:33,967 - mmaction - INFO - Epoch [223][1460/3757] lr: 4.290e-03, eta: 1 day, 5:40:06, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8055, loss_cls: 1.6577, loss: 1.6577, grad_norm: 6.5937 2020-08-07 01:07:50,687 - mmaction - INFO - Epoch [223][1480/3757] lr: 4.290e-03, eta: 1 day, 5:39:49, time: 0.837, data_time: 0.004, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7898, loss_cls: 1.8198, loss: 1.8198, grad_norm: 6.8612 2020-08-07 01:08:06,457 - mmaction - INFO - Epoch [223][1500/3757] lr: 4.290e-03, eta: 1 day, 5:39:32, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7992, loss_cls: 1.7616, loss: 1.7616, grad_norm: 6.6943 2020-08-07 01:08:23,263 - mmaction - INFO - Epoch [223][1520/3757] lr: 4.290e-03, eta: 1 day, 5:39:15, time: 0.840, data_time: 0.050, memory: 6192, top1_acc: 0.5898, top5_acc: 0.8047, loss_cls: 1.7251, loss: 1.7251, grad_norm: 6.3098 2020-08-07 01:08:39,150 - mmaction - INFO - Epoch [223][1540/3757] lr: 4.290e-03, eta: 1 day, 5:38:57, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5906, top5_acc: 0.7961, loss_cls: 1.7298, loss: 1.7298, grad_norm: 6.4319 2020-08-07 01:08:58,816 - mmaction - INFO - Epoch [223][1560/3757] lr: 4.290e-03, eta: 1 day, 5:38:41, time: 0.983, data_time: 0.003, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8070, loss_cls: 1.7206, loss: 1.7206, grad_norm: 6.4512 2020-08-07 01:09:14,642 - mmaction - INFO - Epoch [223][1580/3757] lr: 4.290e-03, eta: 1 day, 5:38:24, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8187, loss_cls: 1.6755, loss: 1.6755, grad_norm: 6.4696 2020-08-07 01:09:30,472 - mmaction - INFO - Epoch [223][1600/3757] lr: 4.290e-03, eta: 1 day, 5:38:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5992, top5_acc: 0.7984, loss_cls: 1.7115, loss: 1.7115, grad_norm: 6.5444 2020-08-07 01:09:46,375 - mmaction - INFO - Epoch [223][1620/3757] lr: 4.290e-03, eta: 1 day, 5:37:50, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.5891, top5_acc: 0.8094, loss_cls: 1.6895, loss: 1.6895, grad_norm: 6.5445 2020-08-07 01:10:02,211 - mmaction - INFO - Epoch [223][1640/3757] lr: 4.290e-03, eta: 1 day, 5:37:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8039, loss_cls: 1.6736, loss: 1.6736, grad_norm: 6.2760 2020-08-07 01:10:17,973 - mmaction - INFO - Epoch [223][1660/3757] lr: 4.290e-03, eta: 1 day, 5:37:15, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8156, loss_cls: 1.6880, loss: 1.6880, grad_norm: 6.3755 2020-08-07 01:10:33,755 - mmaction - INFO - Epoch [223][1680/3757] lr: 4.290e-03, eta: 1 day, 5:36:58, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7922, loss_cls: 1.8628, loss: 1.8628, grad_norm: 6.8129 2020-08-07 01:10:49,591 - mmaction - INFO - Epoch [223][1700/3757] lr: 4.290e-03, eta: 1 day, 5:36:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8391, loss_cls: 1.5477, loss: 1.5477, grad_norm: 6.3347 2020-08-07 01:11:05,411 - mmaction - INFO - Epoch [223][1720/3757] lr: 4.290e-03, eta: 1 day, 5:36:23, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7922, loss_cls: 1.7628, loss: 1.7628, grad_norm: 6.7688 2020-08-07 01:11:21,192 - mmaction - INFO - Epoch [223][1740/3757] lr: 4.290e-03, eta: 1 day, 5:36:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8156, loss_cls: 1.6808, loss: 1.6808, grad_norm: 6.3579 2020-08-07 01:11:36,983 - mmaction - INFO - Epoch [223][1760/3757] lr: 4.290e-03, eta: 1 day, 5:35:48, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7883, loss_cls: 1.8393, loss: 1.8393, grad_norm: 6.5216 2020-08-07 01:11:52,876 - mmaction - INFO - Epoch [223][1780/3757] lr: 4.290e-03, eta: 1 day, 5:35:31, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8023, loss_cls: 1.7881, loss: 1.7881, grad_norm: 6.5288 2020-08-07 01:12:08,672 - mmaction - INFO - Epoch [223][1800/3757] lr: 4.290e-03, eta: 1 day, 5:35:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8008, loss_cls: 1.7176, loss: 1.7176, grad_norm: 6.4671 2020-08-07 01:12:24,439 - mmaction - INFO - Epoch [223][1820/3757] lr: 4.290e-03, eta: 1 day, 5:34:57, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7961, loss_cls: 1.7811, loss: 1.7811, grad_norm: 6.6700 2020-08-07 01:12:40,299 - mmaction - INFO - Epoch [223][1840/3757] lr: 4.290e-03, eta: 1 day, 5:34:39, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8125, loss_cls: 1.7006, loss: 1.7006, grad_norm: 6.4244 2020-08-07 01:12:59,125 - mmaction - INFO - Epoch [223][1860/3757] lr: 4.290e-03, eta: 1 day, 5:34:23, time: 0.942, data_time: 0.003, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8180, loss_cls: 1.6462, loss: 1.6462, grad_norm: 6.5298 2020-08-07 01:13:14,945 - mmaction - INFO - Epoch [223][1880/3757] lr: 4.290e-03, eta: 1 day, 5:34:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7891, loss_cls: 1.7911, loss: 1.7911, grad_norm: 6.5641 2020-08-07 01:13:30,773 - mmaction - INFO - Epoch [223][1900/3757] lr: 4.290e-03, eta: 1 day, 5:33:48, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5898, top5_acc: 0.8016, loss_cls: 1.7063, loss: 1.7063, grad_norm: 6.5608 2020-08-07 01:13:46,619 - mmaction - INFO - Epoch [223][1920/3757] lr: 4.290e-03, eta: 1 day, 5:33:31, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8031, loss_cls: 1.7478, loss: 1.7478, grad_norm: 6.5354 2020-08-07 01:14:02,514 - mmaction - INFO - Epoch [223][1940/3757] lr: 4.290e-03, eta: 1 day, 5:33:14, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7773, loss_cls: 1.8630, loss: 1.8630, grad_norm: 6.7035 2020-08-07 01:14:18,314 - mmaction - INFO - Epoch [223][1960/3757] lr: 4.290e-03, eta: 1 day, 5:32:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7984, loss_cls: 1.7443, loss: 1.7443, grad_norm: 6.4329 2020-08-07 01:14:34,171 - mmaction - INFO - Epoch [223][1980/3757] lr: 4.290e-03, eta: 1 day, 5:32:39, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8156, loss_cls: 1.6834, loss: 1.6834, grad_norm: 6.4766 2020-08-07 01:14:49,898 - mmaction - INFO - Epoch [223][2000/3757] lr: 4.290e-03, eta: 1 day, 5:32:22, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8227, loss_cls: 1.6553, loss: 1.6553, grad_norm: 6.5430 2020-08-07 01:15:05,711 - mmaction - INFO - Epoch [223][2020/3757] lr: 4.290e-03, eta: 1 day, 5:32:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7937, loss_cls: 1.8229, loss: 1.8229, grad_norm: 6.8474 2020-08-07 01:15:21,490 - mmaction - INFO - Epoch [223][2040/3757] lr: 4.290e-03, eta: 1 day, 5:31:47, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5883, top5_acc: 0.8078, loss_cls: 1.7521, loss: 1.7521, grad_norm: 6.7362 2020-08-07 01:15:37,294 - mmaction - INFO - Epoch [223][2060/3757] lr: 4.290e-03, eta: 1 day, 5:31:30, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8008, loss_cls: 1.7374, loss: 1.7374, grad_norm: 6.5224 2020-08-07 01:15:53,140 - mmaction - INFO - Epoch [223][2080/3757] lr: 4.290e-03, eta: 1 day, 5:31:13, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8281, loss_cls: 1.6385, loss: 1.6385, grad_norm: 6.6507 2020-08-07 01:16:08,950 - mmaction - INFO - Epoch [223][2100/3757] lr: 4.290e-03, eta: 1 day, 5:30:55, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.7251, loss: 1.7251, grad_norm: 6.5751 2020-08-07 01:16:24,763 - mmaction - INFO - Epoch [223][2120/3757] lr: 4.290e-03, eta: 1 day, 5:30:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7977, loss_cls: 1.7333, loss: 1.7333, grad_norm: 6.6910 2020-08-07 01:16:40,551 - mmaction - INFO - Epoch [223][2140/3757] lr: 4.290e-03, eta: 1 day, 5:30:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5633, top5_acc: 0.7820, loss_cls: 1.8404, loss: 1.8404, grad_norm: 6.7845 2020-08-07 01:16:56,344 - mmaction - INFO - Epoch [223][2160/3757] lr: 4.290e-03, eta: 1 day, 5:30:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8187, loss_cls: 1.6577, loss: 1.6577, grad_norm: 6.5432 2020-08-07 01:17:12,163 - mmaction - INFO - Epoch [223][2180/3757] lr: 4.290e-03, eta: 1 day, 5:29:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8094, loss_cls: 1.6933, loss: 1.6933, grad_norm: 6.5842 2020-08-07 01:17:27,994 - mmaction - INFO - Epoch [223][2200/3757] lr: 4.290e-03, eta: 1 day, 5:29:29, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5531, top5_acc: 0.7789, loss_cls: 1.9136, loss: 1.9136, grad_norm: 6.9467 2020-08-07 01:17:43,795 - mmaction - INFO - Epoch [223][2220/3757] lr: 4.290e-03, eta: 1 day, 5:29:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8125, loss_cls: 1.7311, loss: 1.7311, grad_norm: 6.5202 2020-08-07 01:17:59,579 - mmaction - INFO - Epoch [223][2240/3757] lr: 4.290e-03, eta: 1 day, 5:28:54, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5609, top5_acc: 0.7609, loss_cls: 1.9288, loss: 1.9288, grad_norm: 6.7873 2020-08-07 01:18:15,385 - mmaction - INFO - Epoch [223][2260/3757] lr: 4.290e-03, eta: 1 day, 5:28:37, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5750, top5_acc: 0.8047, loss_cls: 1.7812, loss: 1.7812, grad_norm: 6.4530 2020-08-07 01:18:31,182 - mmaction - INFO - Epoch [223][2280/3757] lr: 4.290e-03, eta: 1 day, 5:28:20, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7930, loss_cls: 1.7909, loss: 1.7909, grad_norm: 6.6025 2020-08-07 01:18:46,982 - mmaction - INFO - Epoch [223][2300/3757] lr: 4.290e-03, eta: 1 day, 5:28:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7914, loss_cls: 1.7939, loss: 1.7939, grad_norm: 6.6663 2020-08-07 01:19:02,758 - mmaction - INFO - Epoch [223][2320/3757] lr: 4.290e-03, eta: 1 day, 5:27:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5648, top5_acc: 0.8070, loss_cls: 1.7731, loss: 1.7731, grad_norm: 6.6677 2020-08-07 01:19:18,550 - mmaction - INFO - Epoch [223][2340/3757] lr: 4.290e-03, eta: 1 day, 5:27:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5828, top5_acc: 0.8008, loss_cls: 1.7891, loss: 1.7891, grad_norm: 6.9098 2020-08-07 01:19:34,351 - mmaction - INFO - Epoch [223][2360/3757] lr: 4.290e-03, eta: 1 day, 5:27:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5820, top5_acc: 0.8102, loss_cls: 1.7527, loss: 1.7527, grad_norm: 6.6415 2020-08-07 01:19:50,115 - mmaction - INFO - Epoch [223][2380/3757] lr: 4.290e-03, eta: 1 day, 5:26:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7984, loss_cls: 1.7301, loss: 1.7301, grad_norm: 6.4858 2020-08-07 01:20:05,995 - mmaction - INFO - Epoch [223][2400/3757] lr: 4.290e-03, eta: 1 day, 5:26:36, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5867, top5_acc: 0.8102, loss_cls: 1.7680, loss: 1.7680, grad_norm: 6.5894 2020-08-07 01:20:21,665 - mmaction - INFO - Epoch [223][2420/3757] lr: 4.290e-03, eta: 1 day, 5:26:18, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8039, loss_cls: 1.7469, loss: 1.7469, grad_norm: 6.5397 2020-08-07 01:20:37,452 - mmaction - INFO - Epoch [223][2440/3757] lr: 4.290e-03, eta: 1 day, 5:26:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7836, loss_cls: 1.7964, loss: 1.7964, grad_norm: 6.7282 2020-08-07 01:20:53,232 - mmaction - INFO - Epoch [223][2460/3757] lr: 4.290e-03, eta: 1 day, 5:25:44, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8156, loss_cls: 1.6851, loss: 1.6851, grad_norm: 6.6336 2020-08-07 01:21:09,061 - mmaction - INFO - Epoch [223][2480/3757] lr: 4.290e-03, eta: 1 day, 5:25:26, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7937, loss_cls: 1.7996, loss: 1.7996, grad_norm: 6.7390 2020-08-07 01:21:24,817 - mmaction - INFO - Epoch [223][2500/3757] lr: 4.290e-03, eta: 1 day, 5:25:09, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7898, loss_cls: 1.8416, loss: 1.8416, grad_norm: 6.6081 2020-08-07 01:21:40,582 - mmaction - INFO - Epoch [223][2520/3757] lr: 4.290e-03, eta: 1 day, 5:24:52, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8156, loss_cls: 1.6863, loss: 1.6863, grad_norm: 6.3975 2020-08-07 01:21:56,409 - mmaction - INFO - Epoch [223][2540/3757] lr: 4.290e-03, eta: 1 day, 5:24:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7867, loss_cls: 1.8219, loss: 1.8219, grad_norm: 6.7461 2020-08-07 01:22:12,318 - mmaction - INFO - Epoch [223][2560/3757] lr: 4.290e-03, eta: 1 day, 5:24:17, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8281, loss_cls: 1.6771, loss: 1.6771, grad_norm: 6.5454 2020-08-07 01:22:28,022 - mmaction - INFO - Epoch [223][2580/3757] lr: 4.290e-03, eta: 1 day, 5:24:00, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7820, loss_cls: 1.8185, loss: 1.8185, grad_norm: 6.6705 2020-08-07 01:22:43,792 - mmaction - INFO - Epoch [223][2600/3757] lr: 4.290e-03, eta: 1 day, 5:23:43, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7977, loss_cls: 1.7833, loss: 1.7833, grad_norm: 6.7751 2020-08-07 01:22:59,556 - mmaction - INFO - Epoch [223][2620/3757] lr: 4.290e-03, eta: 1 day, 5:23:25, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8000, loss_cls: 1.7218, loss: 1.7218, grad_norm: 6.3957 2020-08-07 01:23:15,424 - mmaction - INFO - Epoch [223][2640/3757] lr: 4.290e-03, eta: 1 day, 5:23:08, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8117, loss_cls: 1.7259, loss: 1.7259, grad_norm: 6.5759 2020-08-07 01:23:31,254 - mmaction - INFO - Epoch [223][2660/3757] lr: 4.290e-03, eta: 1 day, 5:22:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7867, loss_cls: 1.8230, loss: 1.8230, grad_norm: 6.5855 2020-08-07 01:23:47,008 - mmaction - INFO - Epoch [223][2680/3757] lr: 4.290e-03, eta: 1 day, 5:22:33, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5945, top5_acc: 0.7844, loss_cls: 1.7931, loss: 1.7931, grad_norm: 6.6432 2020-08-07 01:24:02,798 - mmaction - INFO - Epoch [223][2700/3757] lr: 4.290e-03, eta: 1 day, 5:22:16, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5516, top5_acc: 0.7883, loss_cls: 1.8290, loss: 1.8290, grad_norm: 6.5158 2020-08-07 01:24:18,611 - mmaction - INFO - Epoch [223][2720/3757] lr: 4.290e-03, eta: 1 day, 5:21:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5922, top5_acc: 0.8156, loss_cls: 1.6843, loss: 1.6843, grad_norm: 6.3792 2020-08-07 01:24:34,390 - mmaction - INFO - Epoch [223][2740/3757] lr: 4.290e-03, eta: 1 day, 5:21:41, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5844, top5_acc: 0.8078, loss_cls: 1.7749, loss: 1.7749, grad_norm: 6.7842 2020-08-07 01:24:50,238 - mmaction - INFO - Epoch [223][2760/3757] lr: 4.290e-03, eta: 1 day, 5:21:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8016, loss_cls: 1.7062, loss: 1.7062, grad_norm: 6.6736 2020-08-07 01:25:06,081 - mmaction - INFO - Epoch [223][2780/3757] lr: 4.290e-03, eta: 1 day, 5:21:07, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5805, top5_acc: 0.8016, loss_cls: 1.7525, loss: 1.7525, grad_norm: 6.6840 2020-08-07 01:25:21,871 - mmaction - INFO - Epoch [223][2800/3757] lr: 4.290e-03, eta: 1 day, 5:20:50, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7961, loss_cls: 1.8045, loss: 1.8045, grad_norm: 6.7169 2020-08-07 01:25:37,675 - mmaction - INFO - Epoch [223][2820/3757] lr: 4.290e-03, eta: 1 day, 5:20:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5883, top5_acc: 0.7914, loss_cls: 1.7863, loss: 1.7863, grad_norm: 6.6771 2020-08-07 01:25:53,513 - mmaction - INFO - Epoch [223][2840/3757] lr: 4.290e-03, eta: 1 day, 5:20:15, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7836, loss_cls: 1.7921, loss: 1.7921, grad_norm: 6.5567 2020-08-07 01:26:09,258 - mmaction - INFO - Epoch [223][2860/3757] lr: 4.290e-03, eta: 1 day, 5:19:58, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5930, top5_acc: 0.7977, loss_cls: 1.7639, loss: 1.7639, grad_norm: 6.7012 2020-08-07 01:26:25,072 - mmaction - INFO - Epoch [223][2880/3757] lr: 4.290e-03, eta: 1 day, 5:19:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5594, top5_acc: 0.7844, loss_cls: 1.8349, loss: 1.8349, grad_norm: 6.6333 2020-08-07 01:26:41,010 - mmaction - INFO - Epoch [223][2900/3757] lr: 4.290e-03, eta: 1 day, 5:19:23, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.5773, top5_acc: 0.8008, loss_cls: 1.7474, loss: 1.7474, grad_norm: 6.4382 2020-08-07 01:26:56,816 - mmaction - INFO - Epoch [223][2920/3757] lr: 4.290e-03, eta: 1 day, 5:19:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7883, loss_cls: 1.8161, loss: 1.8161, grad_norm: 6.7988 2020-08-07 01:27:12,677 - mmaction - INFO - Epoch [223][2940/3757] lr: 4.290e-03, eta: 1 day, 5:18:49, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8250, loss_cls: 1.5854, loss: 1.5854, grad_norm: 6.2495 2020-08-07 01:27:28,449 - mmaction - INFO - Epoch [223][2960/3757] lr: 4.290e-03, eta: 1 day, 5:18:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7977, loss_cls: 1.7809, loss: 1.7809, grad_norm: 6.7579 2020-08-07 01:27:44,208 - mmaction - INFO - Epoch [223][2980/3757] lr: 4.290e-03, eta: 1 day, 5:18:14, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5805, top5_acc: 0.7992, loss_cls: 1.7611, loss: 1.7611, grad_norm: 6.8024 2020-08-07 01:28:00,070 - mmaction - INFO - Epoch [223][3000/3757] lr: 4.290e-03, eta: 1 day, 5:17:57, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5930, top5_acc: 0.7937, loss_cls: 1.7852, loss: 1.7852, grad_norm: 6.6244 2020-08-07 01:28:15,898 - mmaction - INFO - Epoch [223][3020/3757] lr: 4.290e-03, eta: 1 day, 5:17:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5805, top5_acc: 0.8148, loss_cls: 1.7204, loss: 1.7204, grad_norm: 6.4208 2020-08-07 01:28:31,718 - mmaction - INFO - Epoch [223][3040/3757] lr: 4.290e-03, eta: 1 day, 5:17:22, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8102, loss_cls: 1.7033, loss: 1.7033, grad_norm: 6.4130 2020-08-07 01:28:47,569 - mmaction - INFO - Epoch [223][3060/3757] lr: 4.290e-03, eta: 1 day, 5:17:05, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8039, loss_cls: 1.7039, loss: 1.7039, grad_norm: 6.5074 2020-08-07 01:29:03,465 - mmaction - INFO - Epoch [223][3080/3757] lr: 4.290e-03, eta: 1 day, 5:16:48, time: 0.795, data_time: 0.010, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8039, loss_cls: 1.7349, loss: 1.7349, grad_norm: 6.5902 2020-08-07 01:29:19,196 - mmaction - INFO - Epoch [223][3100/3757] lr: 4.290e-03, eta: 1 day, 5:16:30, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8203, loss_cls: 1.6845, loss: 1.6845, grad_norm: 6.5574 2020-08-07 01:29:35,071 - mmaction - INFO - Epoch [223][3120/3757] lr: 4.290e-03, eta: 1 day, 5:16:13, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5867, top5_acc: 0.8016, loss_cls: 1.7319, loss: 1.7319, grad_norm: 6.6452 2020-08-07 01:29:50,801 - mmaction - INFO - Epoch [223][3140/3757] lr: 4.290e-03, eta: 1 day, 5:15:56, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5883, top5_acc: 0.7937, loss_cls: 1.7675, loss: 1.7675, grad_norm: 6.4046 2020-08-07 01:30:06,639 - mmaction - INFO - Epoch [223][3160/3757] lr: 4.290e-03, eta: 1 day, 5:15:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7992, loss_cls: 1.7590, loss: 1.7590, grad_norm: 6.6169 2020-08-07 01:30:22,361 - mmaction - INFO - Epoch [223][3180/3757] lr: 4.290e-03, eta: 1 day, 5:15:21, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7945, loss_cls: 1.7890, loss: 1.7890, grad_norm: 6.5626 2020-08-07 01:30:38,186 - mmaction - INFO - Epoch [223][3200/3757] lr: 4.290e-03, eta: 1 day, 5:15:04, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7805, loss_cls: 1.8448, loss: 1.8448, grad_norm: 6.6682 2020-08-07 01:30:53,989 - mmaction - INFO - Epoch [223][3220/3757] lr: 4.290e-03, eta: 1 day, 5:14:46, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8047, loss_cls: 1.7127, loss: 1.7127, grad_norm: 6.4921 2020-08-07 01:31:09,806 - mmaction - INFO - Epoch [223][3240/3757] lr: 4.290e-03, eta: 1 day, 5:14:29, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8039, loss_cls: 1.7374, loss: 1.7374, grad_norm: 6.5342 2020-08-07 01:31:25,662 - mmaction - INFO - Epoch [223][3260/3757] lr: 4.290e-03, eta: 1 day, 5:14:12, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8172, loss_cls: 1.6776, loss: 1.6776, grad_norm: 6.4011 2020-08-07 01:31:41,472 - mmaction - INFO - Epoch [223][3280/3757] lr: 4.290e-03, eta: 1 day, 5:13:55, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5828, top5_acc: 0.8000, loss_cls: 1.7526, loss: 1.7526, grad_norm: 6.6220 2020-08-07 01:31:57,204 - mmaction - INFO - Epoch [223][3300/3757] lr: 4.290e-03, eta: 1 day, 5:13:37, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8031, loss_cls: 1.7392, loss: 1.7392, grad_norm: 6.7614 2020-08-07 01:32:13,026 - mmaction - INFO - Epoch [223][3320/3757] lr: 4.290e-03, eta: 1 day, 5:13:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7852, loss_cls: 1.8498, loss: 1.8498, grad_norm: 6.6136 2020-08-07 01:32:28,756 - mmaction - INFO - Epoch [223][3340/3757] lr: 4.290e-03, eta: 1 day, 5:13:03, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7852, loss_cls: 1.8025, loss: 1.8025, grad_norm: 6.8020 2020-08-07 01:32:44,609 - mmaction - INFO - Epoch [223][3360/3757] lr: 4.290e-03, eta: 1 day, 5:12:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7680, loss_cls: 1.8927, loss: 1.8927, grad_norm: 6.8576 2020-08-07 01:33:00,400 - mmaction - INFO - Epoch [223][3380/3757] lr: 4.290e-03, eta: 1 day, 5:12:28, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6023, top5_acc: 0.7953, loss_cls: 1.7401, loss: 1.7401, grad_norm: 6.4799 2020-08-07 01:33:16,049 - mmaction - INFO - Epoch [223][3400/3757] lr: 4.290e-03, eta: 1 day, 5:12:11, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8148, loss_cls: 1.6489, loss: 1.6489, grad_norm: 6.3809 2020-08-07 01:33:31,885 - mmaction - INFO - Epoch [223][3420/3757] lr: 4.290e-03, eta: 1 day, 5:11:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6062, top5_acc: 0.7992, loss_cls: 1.7144, loss: 1.7144, grad_norm: 6.5895 2020-08-07 01:33:47,713 - mmaction - INFO - Epoch [223][3440/3757] lr: 4.290e-03, eta: 1 day, 5:11:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5898, top5_acc: 0.8102, loss_cls: 1.7320, loss: 1.7320, grad_norm: 6.5924 2020-08-07 01:34:03,493 - mmaction - INFO - Epoch [223][3460/3757] lr: 4.290e-03, eta: 1 day, 5:11:19, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8086, loss_cls: 1.6671, loss: 1.6671, grad_norm: 6.4104 2020-08-07 01:34:19,324 - mmaction - INFO - Epoch [223][3480/3757] lr: 4.290e-03, eta: 1 day, 5:11:02, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5984, top5_acc: 0.7992, loss_cls: 1.7340, loss: 1.7340, grad_norm: 6.4490 2020-08-07 01:34:35,172 - mmaction - INFO - Epoch [223][3500/3757] lr: 4.290e-03, eta: 1 day, 5:10:44, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5867, top5_acc: 0.8016, loss_cls: 1.7537, loss: 1.7537, grad_norm: 6.4874 2020-08-07 01:34:50,975 - mmaction - INFO - Epoch [223][3520/3757] lr: 4.290e-03, eta: 1 day, 5:10:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7945, loss_cls: 1.7825, loss: 1.7825, grad_norm: 6.7737 2020-08-07 01:35:06,758 - mmaction - INFO - Epoch [223][3540/3757] lr: 4.290e-03, eta: 1 day, 5:10:10, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5883, top5_acc: 0.7836, loss_cls: 1.8461, loss: 1.8461, grad_norm: 6.7484 2020-08-07 01:35:22,509 - mmaction - INFO - Epoch [223][3560/3757] lr: 4.290e-03, eta: 1 day, 5:09:52, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5641, top5_acc: 0.8016, loss_cls: 1.8142, loss: 1.8142, grad_norm: 6.9287 2020-08-07 01:35:38,258 - mmaction - INFO - Epoch [223][3580/3757] lr: 4.290e-03, eta: 1 day, 5:09:35, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5930, top5_acc: 0.8023, loss_cls: 1.7677, loss: 1.7677, grad_norm: 6.5382 2020-08-07 01:35:54,112 - mmaction - INFO - Epoch [223][3600/3757] lr: 4.290e-03, eta: 1 day, 5:09:18, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7875, loss_cls: 1.7789, loss: 1.7789, grad_norm: 6.5544 2020-08-07 01:36:09,854 - mmaction - INFO - Epoch [223][3620/3757] lr: 4.290e-03, eta: 1 day, 5:09:00, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5547, top5_acc: 0.7742, loss_cls: 1.9263, loss: 1.9263, grad_norm: 6.7501 2020-08-07 01:36:25,642 - mmaction - INFO - Epoch [223][3640/3757] lr: 4.290e-03, eta: 1 day, 5:08:43, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7977, loss_cls: 1.8199, loss: 1.8199, grad_norm: 6.6437 2020-08-07 01:36:41,471 - mmaction - INFO - Epoch [223][3660/3757] lr: 4.290e-03, eta: 1 day, 5:08:26, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5984, top5_acc: 0.7898, loss_cls: 1.7791, loss: 1.7791, grad_norm: 6.5513 2020-08-07 01:36:57,331 - mmaction - INFO - Epoch [223][3680/3757] lr: 4.290e-03, eta: 1 day, 5:08:09, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5891, top5_acc: 0.8039, loss_cls: 1.7238, loss: 1.7238, grad_norm: 6.3463 2020-08-07 01:37:13,099 - mmaction - INFO - Epoch [223][3700/3757] lr: 4.290e-03, eta: 1 day, 5:07:51, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8258, loss_cls: 1.6904, loss: 1.6904, grad_norm: 6.4079 2020-08-07 01:37:28,894 - mmaction - INFO - Epoch [223][3720/3757] lr: 4.290e-03, eta: 1 day, 5:07:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6008, top5_acc: 0.7883, loss_cls: 1.7428, loss: 1.7428, grad_norm: 6.2417 2020-08-07 01:37:44,776 - mmaction - INFO - Epoch [223][3740/3757] lr: 4.290e-03, eta: 1 day, 5:07:17, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7773, loss_cls: 1.8889, loss: 1.8889, grad_norm: 6.8639 2020-08-07 01:40:47,010 - mmaction - INFO - Epoch [224][20/3757] lr: 4.044e-03, eta: 1 day, 5:07:30, time: 8.055, data_time: 7.205, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8055, loss_cls: 1.6792, loss: 1.6792, grad_norm: 6.2911 2020-08-07 01:41:02,736 - mmaction - INFO - Epoch [224][40/3757] lr: 4.044e-03, eta: 1 day, 5:07:13, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8094, loss_cls: 1.7014, loss: 1.7014, grad_norm: 6.4327 2020-08-07 01:41:18,620 - mmaction - INFO - Epoch [224][60/3757] lr: 4.044e-03, eta: 1 day, 5:06:56, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5969, top5_acc: 0.8016, loss_cls: 1.6805, loss: 1.6805, grad_norm: 6.4263 2020-08-07 01:41:34,462 - mmaction - INFO - Epoch [224][80/3757] lr: 4.044e-03, eta: 1 day, 5:06:39, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8008, loss_cls: 1.7058, loss: 1.7058, grad_norm: 6.5641 2020-08-07 01:41:50,339 - mmaction - INFO - Epoch [224][100/3757] lr: 4.044e-03, eta: 1 day, 5:06:21, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5930, top5_acc: 0.7953, loss_cls: 1.7354, loss: 1.7354, grad_norm: 6.6176 2020-08-07 01:42:06,188 - mmaction - INFO - Epoch [224][120/3757] lr: 4.044e-03, eta: 1 day, 5:06:04, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8148, loss_cls: 1.6821, loss: 1.6821, grad_norm: 6.5504 2020-08-07 01:42:22,072 - mmaction - INFO - Epoch [224][140/3757] lr: 4.044e-03, eta: 1 day, 5:05:47, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8187, loss_cls: 1.7144, loss: 1.7144, grad_norm: 6.6536 2020-08-07 01:42:37,901 - mmaction - INFO - Epoch [224][160/3757] lr: 4.044e-03, eta: 1 day, 5:05:29, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5875, top5_acc: 0.8047, loss_cls: 1.7712, loss: 1.7712, grad_norm: 6.6899 2020-08-07 01:42:53,853 - mmaction - INFO - Epoch [224][180/3757] lr: 4.044e-03, eta: 1 day, 5:05:12, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8211, loss_cls: 1.6213, loss: 1.6213, grad_norm: 6.6246 2020-08-07 01:43:09,653 - mmaction - INFO - Epoch [224][200/3757] lr: 4.044e-03, eta: 1 day, 5:04:55, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8055, loss_cls: 1.6926, loss: 1.6926, grad_norm: 6.7179 2020-08-07 01:43:25,445 - mmaction - INFO - Epoch [224][220/3757] lr: 4.044e-03, eta: 1 day, 5:04:38, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8180, loss_cls: 1.6609, loss: 1.6609, grad_norm: 6.7196 2020-08-07 01:43:41,291 - mmaction - INFO - Epoch [224][240/3757] lr: 4.044e-03, eta: 1 day, 5:04:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7977, loss_cls: 1.7782, loss: 1.7782, grad_norm: 6.7790 2020-08-07 01:43:57,058 - mmaction - INFO - Epoch [224][260/3757] lr: 4.044e-03, eta: 1 day, 5:04:03, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.5883, top5_acc: 0.7969, loss_cls: 1.7413, loss: 1.7413, grad_norm: 6.6895 2020-08-07 01:44:12,892 - mmaction - INFO - Epoch [224][280/3757] lr: 4.044e-03, eta: 1 day, 5:03:46, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8273, loss_cls: 1.6481, loss: 1.6481, grad_norm: 6.4346 2020-08-07 01:44:28,808 - mmaction - INFO - Epoch [224][300/3757] lr: 4.044e-03, eta: 1 day, 5:03:28, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8016, loss_cls: 1.7570, loss: 1.7570, grad_norm: 6.6910 2020-08-07 01:44:44,637 - mmaction - INFO - Epoch [224][320/3757] lr: 4.044e-03, eta: 1 day, 5:03:11, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5938, top5_acc: 0.7883, loss_cls: 1.7467, loss: 1.7467, grad_norm: 6.5074 2020-08-07 01:45:00,486 - mmaction - INFO - Epoch [224][340/3757] lr: 4.044e-03, eta: 1 day, 5:02:54, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.7891, loss_cls: 1.7291, loss: 1.7291, grad_norm: 6.3264 2020-08-07 01:45:16,310 - mmaction - INFO - Epoch [224][360/3757] lr: 4.044e-03, eta: 1 day, 5:02:37, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8141, loss_cls: 1.6057, loss: 1.6057, grad_norm: 6.5738 2020-08-07 01:45:32,051 - mmaction - INFO - Epoch [224][380/3757] lr: 4.044e-03, eta: 1 day, 5:02:19, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.7930, loss_cls: 1.7576, loss: 1.7576, grad_norm: 6.8322 2020-08-07 01:45:47,865 - mmaction - INFO - Epoch [224][400/3757] lr: 4.044e-03, eta: 1 day, 5:02:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8086, loss_cls: 1.6642, loss: 1.6642, grad_norm: 6.4214 2020-08-07 01:46:03,584 - mmaction - INFO - Epoch [224][420/3757] lr: 4.044e-03, eta: 1 day, 5:01:45, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7945, loss_cls: 1.7561, loss: 1.7561, grad_norm: 6.5857 2020-08-07 01:46:19,412 - mmaction - INFO - Epoch [224][440/3757] lr: 4.044e-03, eta: 1 day, 5:01:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6164, top5_acc: 0.7984, loss_cls: 1.6824, loss: 1.6824, grad_norm: 6.3381 2020-08-07 01:46:35,232 - mmaction - INFO - Epoch [224][460/3757] lr: 4.044e-03, eta: 1 day, 5:01:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8148, loss_cls: 1.6428, loss: 1.6428, grad_norm: 6.3109 2020-08-07 01:46:50,985 - mmaction - INFO - Epoch [224][480/3757] lr: 4.044e-03, eta: 1 day, 5:00:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7914, loss_cls: 1.7509, loss: 1.7509, grad_norm: 6.7247 2020-08-07 01:47:06,859 - mmaction - INFO - Epoch [224][500/3757] lr: 4.044e-03, eta: 1 day, 5:00:35, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.7961, loss_cls: 1.7320, loss: 1.7320, grad_norm: 6.5317 2020-08-07 01:47:22,591 - mmaction - INFO - Epoch [224][520/3757] lr: 4.044e-03, eta: 1 day, 5:00:18, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.5930, top5_acc: 0.7844, loss_cls: 1.7468, loss: 1.7468, grad_norm: 6.3340 2020-08-07 01:47:38,390 - mmaction - INFO - Epoch [224][540/3757] lr: 4.044e-03, eta: 1 day, 5:00:01, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8133, loss_cls: 1.6234, loss: 1.6234, grad_norm: 6.3299 2020-08-07 01:47:54,295 - mmaction - INFO - Epoch [224][560/3757] lr: 4.044e-03, eta: 1 day, 4:59:44, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5773, top5_acc: 0.8047, loss_cls: 1.7728, loss: 1.7728, grad_norm: 6.7204 2020-08-07 01:48:10,089 - mmaction - INFO - Epoch [224][580/3757] lr: 4.044e-03, eta: 1 day, 4:59:26, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8219, loss_cls: 1.6433, loss: 1.6433, grad_norm: 6.7122 2020-08-07 01:48:25,898 - mmaction - INFO - Epoch [224][600/3757] lr: 4.044e-03, eta: 1 day, 4:59:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7953, loss_cls: 1.7755, loss: 1.7755, grad_norm: 6.6497 2020-08-07 01:48:41,704 - mmaction - INFO - Epoch [224][620/3757] lr: 4.044e-03, eta: 1 day, 4:58:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8023, loss_cls: 1.6839, loss: 1.6839, grad_norm: 6.4253 2020-08-07 01:48:57,532 - mmaction - INFO - Epoch [224][640/3757] lr: 4.044e-03, eta: 1 day, 4:58:34, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7797, loss_cls: 1.8564, loss: 1.8564, grad_norm: 6.7106 2020-08-07 01:49:13,300 - mmaction - INFO - Epoch [224][660/3757] lr: 4.044e-03, eta: 1 day, 4:58:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5766, top5_acc: 0.8000, loss_cls: 1.8328, loss: 1.8328, grad_norm: 6.6975 2020-08-07 01:49:29,073 - mmaction - INFO - Epoch [224][680/3757] lr: 4.044e-03, eta: 1 day, 4:58:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7977, loss_cls: 1.7642, loss: 1.7642, grad_norm: 6.5262 2020-08-07 01:49:44,845 - mmaction - INFO - Epoch [224][700/3757] lr: 4.044e-03, eta: 1 day, 4:57:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5930, top5_acc: 0.8063, loss_cls: 1.7168, loss: 1.7168, grad_norm: 6.4902 2020-08-07 01:50:00,666 - mmaction - INFO - Epoch [224][720/3757] lr: 4.044e-03, eta: 1 day, 4:57:25, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8008, loss_cls: 1.7118, loss: 1.7118, grad_norm: 6.5502 2020-08-07 01:50:16,446 - mmaction - INFO - Epoch [224][740/3757] lr: 4.044e-03, eta: 1 day, 4:57:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5984, top5_acc: 0.7930, loss_cls: 1.7066, loss: 1.7066, grad_norm: 6.6154 2020-08-07 01:50:32,224 - mmaction - INFO - Epoch [224][760/3757] lr: 4.044e-03, eta: 1 day, 4:56:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8102, loss_cls: 1.6669, loss: 1.6669, grad_norm: 6.5907 2020-08-07 01:50:48,009 - mmaction - INFO - Epoch [224][780/3757] lr: 4.044e-03, eta: 1 day, 4:56:33, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5914, top5_acc: 0.7953, loss_cls: 1.7713, loss: 1.7713, grad_norm: 6.6320 2020-08-07 01:51:03,773 - mmaction - INFO - Epoch [224][800/3757] lr: 4.044e-03, eta: 1 day, 4:56:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8055, loss_cls: 1.6826, loss: 1.6826, grad_norm: 6.4347 2020-08-07 01:51:19,560 - mmaction - INFO - Epoch [224][820/3757] lr: 4.044e-03, eta: 1 day, 4:55:59, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5898, top5_acc: 0.8008, loss_cls: 1.7197, loss: 1.7197, grad_norm: 6.5245 2020-08-07 01:51:35,361 - mmaction - INFO - Epoch [224][840/3757] lr: 4.044e-03, eta: 1 day, 4:55:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8117, loss_cls: 1.6853, loss: 1.6853, grad_norm: 6.4049 2020-08-07 01:51:51,204 - mmaction - INFO - Epoch [224][860/3757] lr: 4.044e-03, eta: 1 day, 4:55:24, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7852, loss_cls: 1.8070, loss: 1.8070, grad_norm: 6.8759 2020-08-07 01:52:07,029 - mmaction - INFO - Epoch [224][880/3757] lr: 4.044e-03, eta: 1 day, 4:55:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.8063, loss_cls: 1.7262, loss: 1.7262, grad_norm: 6.6430 2020-08-07 01:52:22,820 - mmaction - INFO - Epoch [224][900/3757] lr: 4.044e-03, eta: 1 day, 4:54:49, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.7969, loss_cls: 1.7491, loss: 1.7491, grad_norm: 6.5135 2020-08-07 01:52:38,627 - mmaction - INFO - Epoch [224][920/3757] lr: 4.044e-03, eta: 1 day, 4:54:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5859, top5_acc: 0.8187, loss_cls: 1.6923, loss: 1.6923, grad_norm: 6.5917 2020-08-07 01:52:54,493 - mmaction - INFO - Epoch [224][940/3757] lr: 4.044e-03, eta: 1 day, 4:54:15, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5891, top5_acc: 0.7992, loss_cls: 1.7333, loss: 1.7333, grad_norm: 6.5028 2020-08-07 01:53:10,197 - mmaction - INFO - Epoch [224][960/3757] lr: 4.044e-03, eta: 1 day, 4:53:58, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8078, loss_cls: 1.7122, loss: 1.7122, grad_norm: 6.6477 2020-08-07 01:53:25,948 - mmaction - INFO - Epoch [224][980/3757] lr: 4.044e-03, eta: 1 day, 4:53:40, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8016, loss_cls: 1.7462, loss: 1.7462, grad_norm: 6.6031 2020-08-07 01:53:41,745 - mmaction - INFO - Epoch [224][1000/3757] lr: 4.044e-03, eta: 1 day, 4:53:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8109, loss_cls: 1.6694, loss: 1.6694, grad_norm: 6.5698 2020-08-07 01:53:57,487 - mmaction - INFO - Epoch [224][1020/3757] lr: 4.044e-03, eta: 1 day, 4:53:06, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8133, loss_cls: 1.6428, loss: 1.6428, grad_norm: 6.3270 2020-08-07 01:54:13,396 - mmaction - INFO - Epoch [224][1040/3757] lr: 4.044e-03, eta: 1 day, 4:52:48, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8039, loss_cls: 1.6239, loss: 1.6239, grad_norm: 6.3949 2020-08-07 01:54:29,190 - mmaction - INFO - Epoch [224][1060/3757] lr: 4.044e-03, eta: 1 day, 4:52:31, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8039, loss_cls: 1.7380, loss: 1.7380, grad_norm: 6.7331 2020-08-07 01:54:44,928 - mmaction - INFO - Epoch [224][1080/3757] lr: 4.044e-03, eta: 1 day, 4:52:14, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8125, loss_cls: 1.7245, loss: 1.7245, grad_norm: 6.5262 2020-08-07 01:55:00,763 - mmaction - INFO - Epoch [224][1100/3757] lr: 4.044e-03, eta: 1 day, 4:51:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.7961, loss_cls: 1.7372, loss: 1.7372, grad_norm: 6.5576 2020-08-07 01:55:16,518 - mmaction - INFO - Epoch [224][1120/3757] lr: 4.044e-03, eta: 1 day, 4:51:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8039, loss_cls: 1.6919, loss: 1.6919, grad_norm: 6.5011 2020-08-07 01:55:32,319 - mmaction - INFO - Epoch [224][1140/3757] lr: 4.044e-03, eta: 1 day, 4:51:22, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6400, loss: 1.6400, grad_norm: 6.5680 2020-08-07 01:55:48,154 - mmaction - INFO - Epoch [224][1160/3757] lr: 4.044e-03, eta: 1 day, 4:51:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8023, loss_cls: 1.7653, loss: 1.7653, grad_norm: 6.8293 2020-08-07 01:56:03,886 - mmaction - INFO - Epoch [224][1180/3757] lr: 4.044e-03, eta: 1 day, 4:50:47, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8109, loss_cls: 1.6582, loss: 1.6582, grad_norm: 6.3261 2020-08-07 01:56:19,714 - mmaction - INFO - Epoch [224][1200/3757] lr: 4.044e-03, eta: 1 day, 4:50:30, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7930, loss_cls: 1.7450, loss: 1.7450, grad_norm: 6.4924 2020-08-07 01:56:35,435 - mmaction - INFO - Epoch [224][1220/3757] lr: 4.044e-03, eta: 1 day, 4:50:13, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7820, loss_cls: 1.7888, loss: 1.7888, grad_norm: 6.5846 2020-08-07 01:56:51,217 - mmaction - INFO - Epoch [224][1240/3757] lr: 4.044e-03, eta: 1 day, 4:49:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5727, top5_acc: 0.8125, loss_cls: 1.7434, loss: 1.7434, grad_norm: 6.6880 2020-08-07 01:57:07,051 - mmaction - INFO - Epoch [224][1260/3757] lr: 4.044e-03, eta: 1 day, 4:49:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8094, loss_cls: 1.6827, loss: 1.6827, grad_norm: 6.4786 2020-08-07 01:57:22,819 - mmaction - INFO - Epoch [224][1280/3757] lr: 4.044e-03, eta: 1 day, 4:49:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8078, loss_cls: 1.6822, loss: 1.6822, grad_norm: 6.5025 2020-08-07 01:57:38,667 - mmaction - INFO - Epoch [224][1300/3757] lr: 4.044e-03, eta: 1 day, 4:49:03, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6016, top5_acc: 0.7891, loss_cls: 1.7561, loss: 1.7561, grad_norm: 6.3750 2020-08-07 01:57:54,405 - mmaction - INFO - Epoch [224][1320/3757] lr: 4.044e-03, eta: 1 day, 4:48:46, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8070, loss_cls: 1.6744, loss: 1.6744, grad_norm: 6.4683 2020-08-07 01:58:10,268 - mmaction - INFO - Epoch [224][1340/3757] lr: 4.044e-03, eta: 1 day, 4:48:29, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7969, loss_cls: 1.7835, loss: 1.7835, grad_norm: 6.7553 2020-08-07 01:58:26,120 - mmaction - INFO - Epoch [224][1360/3757] lr: 4.044e-03, eta: 1 day, 4:48:12, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5914, top5_acc: 0.7953, loss_cls: 1.7615, loss: 1.7615, grad_norm: 6.8252 2020-08-07 01:58:41,928 - mmaction - INFO - Epoch [224][1380/3757] lr: 4.044e-03, eta: 1 day, 4:47:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5930, top5_acc: 0.8086, loss_cls: 1.7232, loss: 1.7232, grad_norm: 6.6422 2020-08-07 01:58:57,736 - mmaction - INFO - Epoch [224][1400/3757] lr: 4.044e-03, eta: 1 day, 4:47:37, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8102, loss_cls: 1.6730, loss: 1.6730, grad_norm: 6.6378 2020-08-07 01:59:13,507 - mmaction - INFO - Epoch [224][1420/3757] lr: 4.044e-03, eta: 1 day, 4:47:20, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5930, top5_acc: 0.8039, loss_cls: 1.7570, loss: 1.7570, grad_norm: 6.5805 2020-08-07 01:59:29,300 - mmaction - INFO - Epoch [224][1440/3757] lr: 4.044e-03, eta: 1 day, 4:47:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8078, loss_cls: 1.6861, loss: 1.6861, grad_norm: 6.4674 2020-08-07 01:59:45,130 - mmaction - INFO - Epoch [224][1460/3757] lr: 4.044e-03, eta: 1 day, 4:46:45, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7914, loss_cls: 1.7945, loss: 1.7945, grad_norm: 6.5253 2020-08-07 02:00:00,942 - mmaction - INFO - Epoch [224][1480/3757] lr: 4.044e-03, eta: 1 day, 4:46:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7859, loss_cls: 1.8233, loss: 1.8233, grad_norm: 6.7366 2020-08-07 02:00:19,894 - mmaction - INFO - Epoch [224][1500/3757] lr: 4.044e-03, eta: 1 day, 4:46:12, time: 0.946, data_time: 0.007, memory: 6192, top1_acc: 0.5930, top5_acc: 0.7961, loss_cls: 1.7553, loss: 1.7553, grad_norm: 6.6334 2020-08-07 02:00:35,692 - mmaction - INFO - Epoch [224][1520/3757] lr: 4.044e-03, eta: 1 day, 4:45:54, time: 0.792, data_time: 0.007, memory: 6192, top1_acc: 0.5883, top5_acc: 0.8023, loss_cls: 1.7236, loss: 1.7236, grad_norm: 6.5394 2020-08-07 02:00:51,509 - mmaction - INFO - Epoch [224][1540/3757] lr: 4.044e-03, eta: 1 day, 4:45:37, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7875, loss_cls: 1.7866, loss: 1.7866, grad_norm: 6.6092 2020-08-07 02:01:07,303 - mmaction - INFO - Epoch [224][1560/3757] lr: 4.044e-03, eta: 1 day, 4:45:20, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.5641, top5_acc: 0.7883, loss_cls: 1.8288, loss: 1.8288, grad_norm: 7.0345 2020-08-07 02:01:23,169 - mmaction - INFO - Epoch [224][1580/3757] lr: 4.044e-03, eta: 1 day, 4:45:03, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8094, loss_cls: 1.7141, loss: 1.7141, grad_norm: 6.5758 2020-08-07 02:01:39,050 - mmaction - INFO - Epoch [224][1600/3757] lr: 4.044e-03, eta: 1 day, 4:44:45, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5820, top5_acc: 0.7891, loss_cls: 1.7805, loss: 1.7805, grad_norm: 6.7215 2020-08-07 02:01:54,753 - mmaction - INFO - Epoch [224][1620/3757] lr: 4.044e-03, eta: 1 day, 4:44:28, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8063, loss_cls: 1.7132, loss: 1.7132, grad_norm: 6.6160 2020-08-07 02:02:10,557 - mmaction - INFO - Epoch [224][1640/3757] lr: 4.044e-03, eta: 1 day, 4:44:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.8141, loss_cls: 1.7337, loss: 1.7337, grad_norm: 6.8305 2020-08-07 02:02:26,361 - mmaction - INFO - Epoch [224][1660/3757] lr: 4.044e-03, eta: 1 day, 4:43:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7953, loss_cls: 1.8023, loss: 1.8023, grad_norm: 6.9356 2020-08-07 02:02:42,150 - mmaction - INFO - Epoch [224][1680/3757] lr: 4.044e-03, eta: 1 day, 4:43:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5820, top5_acc: 0.7984, loss_cls: 1.7461, loss: 1.7461, grad_norm: 6.7155 2020-08-07 02:02:57,972 - mmaction - INFO - Epoch [224][1700/3757] lr: 4.044e-03, eta: 1 day, 4:43:19, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7922, loss_cls: 1.8185, loss: 1.8185, grad_norm: 6.8051 2020-08-07 02:03:13,750 - mmaction - INFO - Epoch [224][1720/3757] lr: 4.044e-03, eta: 1 day, 4:43:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8094, loss_cls: 1.7165, loss: 1.7165, grad_norm: 6.5743 2020-08-07 02:03:29,618 - mmaction - INFO - Epoch [224][1740/3757] lr: 4.044e-03, eta: 1 day, 4:42:44, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8078, loss_cls: 1.7292, loss: 1.7292, grad_norm: 6.6012 2020-08-07 02:03:45,532 - mmaction - INFO - Epoch [224][1760/3757] lr: 4.044e-03, eta: 1 day, 4:42:27, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7914, loss_cls: 1.7593, loss: 1.7593, grad_norm: 6.3842 2020-08-07 02:04:01,338 - mmaction - INFO - Epoch [224][1780/3757] lr: 4.044e-03, eta: 1 day, 4:42:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5977, top5_acc: 0.7859, loss_cls: 1.7773, loss: 1.7773, grad_norm: 6.4314 2020-08-07 02:04:17,152 - mmaction - INFO - Epoch [224][1800/3757] lr: 4.044e-03, eta: 1 day, 4:41:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7812, loss_cls: 1.8335, loss: 1.8335, grad_norm: 6.7131 2020-08-07 02:04:32,966 - mmaction - INFO - Epoch [224][1820/3757] lr: 4.044e-03, eta: 1 day, 4:41:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7930, loss_cls: 1.7731, loss: 1.7731, grad_norm: 6.5060 2020-08-07 02:04:48,739 - mmaction - INFO - Epoch [224][1840/3757] lr: 4.044e-03, eta: 1 day, 4:41:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5938, top5_acc: 0.7883, loss_cls: 1.8016, loss: 1.8016, grad_norm: 6.6547 2020-08-07 02:05:04,618 - mmaction - INFO - Epoch [224][1860/3757] lr: 4.044e-03, eta: 1 day, 4:41:01, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.8031, loss_cls: 1.7706, loss: 1.7706, grad_norm: 6.7005 2020-08-07 02:05:20,452 - mmaction - INFO - Epoch [224][1880/3757] lr: 4.044e-03, eta: 1 day, 4:40:43, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8008, loss_cls: 1.7549, loss: 1.7549, grad_norm: 6.4882 2020-08-07 02:05:36,249 - mmaction - INFO - Epoch [224][1900/3757] lr: 4.044e-03, eta: 1 day, 4:40:26, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7898, loss_cls: 1.7838, loss: 1.7838, grad_norm: 6.7542 2020-08-07 02:05:52,090 - mmaction - INFO - Epoch [224][1920/3757] lr: 4.044e-03, eta: 1 day, 4:40:09, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8070, loss_cls: 1.7218, loss: 1.7218, grad_norm: 6.6857 2020-08-07 02:06:07,807 - mmaction - INFO - Epoch [224][1940/3757] lr: 4.044e-03, eta: 1 day, 4:39:51, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8117, loss_cls: 1.6376, loss: 1.6376, grad_norm: 6.4705 2020-08-07 02:06:23,705 - mmaction - INFO - Epoch [224][1960/3757] lr: 4.044e-03, eta: 1 day, 4:39:34, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8039, loss_cls: 1.6943, loss: 1.6943, grad_norm: 6.5244 2020-08-07 02:06:39,475 - mmaction - INFO - Epoch [224][1980/3757] lr: 4.044e-03, eta: 1 day, 4:39:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5813, top5_acc: 0.8016, loss_cls: 1.7755, loss: 1.7755, grad_norm: 6.7135 2020-08-07 02:06:55,298 - mmaction - INFO - Epoch [224][2000/3757] lr: 4.044e-03, eta: 1 day, 4:39:00, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8000, loss_cls: 1.7117, loss: 1.7117, grad_norm: 6.5149 2020-08-07 02:07:11,060 - mmaction - INFO - Epoch [224][2020/3757] lr: 4.044e-03, eta: 1 day, 4:38:42, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8086, loss_cls: 1.6900, loss: 1.6900, grad_norm: 6.3763 2020-08-07 02:07:26,889 - mmaction - INFO - Epoch [224][2040/3757] lr: 4.044e-03, eta: 1 day, 4:38:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8234, loss_cls: 1.6800, loss: 1.6800, grad_norm: 6.5599 2020-08-07 02:07:42,763 - mmaction - INFO - Epoch [224][2060/3757] lr: 4.044e-03, eta: 1 day, 4:38:08, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7914, loss_cls: 1.7580, loss: 1.7580, grad_norm: 6.6434 2020-08-07 02:07:58,521 - mmaction - INFO - Epoch [224][2080/3757] lr: 4.044e-03, eta: 1 day, 4:37:50, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7906, loss_cls: 1.8319, loss: 1.8319, grad_norm: 6.9047 2020-08-07 02:08:14,276 - mmaction - INFO - Epoch [224][2100/3757] lr: 4.044e-03, eta: 1 day, 4:37:33, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8203, loss_cls: 1.6721, loss: 1.6721, grad_norm: 6.7508 2020-08-07 02:08:30,118 - mmaction - INFO - Epoch [224][2120/3757] lr: 4.044e-03, eta: 1 day, 4:37:16, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8252, loss: 1.8252, grad_norm: 6.8078 2020-08-07 02:08:45,904 - mmaction - INFO - Epoch [224][2140/3757] lr: 4.044e-03, eta: 1 day, 4:36:59, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7961, loss_cls: 1.8163, loss: 1.8163, grad_norm: 6.6803 2020-08-07 02:09:01,651 - mmaction - INFO - Epoch [224][2160/3757] lr: 4.044e-03, eta: 1 day, 4:36:41, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8164, loss_cls: 1.6946, loss: 1.6946, grad_norm: 6.5880 2020-08-07 02:09:17,452 - mmaction - INFO - Epoch [224][2180/3757] lr: 4.044e-03, eta: 1 day, 4:36:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7984, loss_cls: 1.7204, loss: 1.7204, grad_norm: 6.6382 2020-08-07 02:09:33,255 - mmaction - INFO - Epoch [224][2200/3757] lr: 4.044e-03, eta: 1 day, 4:36:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8164, loss_cls: 1.7252, loss: 1.7252, grad_norm: 6.6837 2020-08-07 02:09:49,044 - mmaction - INFO - Epoch [224][2220/3757] lr: 4.044e-03, eta: 1 day, 4:35:49, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7906, loss_cls: 1.8029, loss: 1.8029, grad_norm: 6.7922 2020-08-07 02:10:04,903 - mmaction - INFO - Epoch [224][2240/3757] lr: 4.044e-03, eta: 1 day, 4:35:32, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8117, loss_cls: 1.7209, loss: 1.7209, grad_norm: 6.4013 2020-08-07 02:10:20,748 - mmaction - INFO - Epoch [224][2260/3757] lr: 4.044e-03, eta: 1 day, 4:35:15, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5914, top5_acc: 0.7977, loss_cls: 1.7574, loss: 1.7574, grad_norm: 6.7993 2020-08-07 02:10:36,507 - mmaction - INFO - Epoch [224][2280/3757] lr: 4.044e-03, eta: 1 day, 4:34:58, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7906, loss_cls: 1.7816, loss: 1.7816, grad_norm: 6.6750 2020-08-07 02:10:52,310 - mmaction - INFO - Epoch [224][2300/3757] lr: 4.044e-03, eta: 1 day, 4:34:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8117, loss_cls: 1.7053, loss: 1.7053, grad_norm: 6.5325 2020-08-07 02:11:08,146 - mmaction - INFO - Epoch [224][2320/3757] lr: 4.044e-03, eta: 1 day, 4:34:23, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7969, loss_cls: 1.8135, loss: 1.8135, grad_norm: 6.8064 2020-08-07 02:11:23,975 - mmaction - INFO - Epoch [224][2340/3757] lr: 4.044e-03, eta: 1 day, 4:34:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7984, loss_cls: 1.7995, loss: 1.7995, grad_norm: 6.6649 2020-08-07 02:11:39,760 - mmaction - INFO - Epoch [224][2360/3757] lr: 4.044e-03, eta: 1 day, 4:33:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8008, loss_cls: 1.7230, loss: 1.7230, grad_norm: 6.7163 2020-08-07 02:11:55,544 - mmaction - INFO - Epoch [224][2380/3757] lr: 4.044e-03, eta: 1 day, 4:33:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5922, top5_acc: 0.8133, loss_cls: 1.7181, loss: 1.7181, grad_norm: 6.6346 2020-08-07 02:12:11,384 - mmaction - INFO - Epoch [224][2400/3757] lr: 4.044e-03, eta: 1 day, 4:33:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5984, top5_acc: 0.7984, loss_cls: 1.7928, loss: 1.7928, grad_norm: 6.4918 2020-08-07 02:12:27,131 - mmaction - INFO - Epoch [224][2420/3757] lr: 4.044e-03, eta: 1 day, 4:32:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8203, loss_cls: 1.6326, loss: 1.6326, grad_norm: 6.5359 2020-08-07 02:12:42,885 - mmaction - INFO - Epoch [224][2440/3757] lr: 4.044e-03, eta: 1 day, 4:32:39, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8086, loss_cls: 1.7324, loss: 1.7324, grad_norm: 6.6259 2020-08-07 02:12:58,657 - mmaction - INFO - Epoch [224][2460/3757] lr: 4.044e-03, eta: 1 day, 4:32:22, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.7029, loss: 1.7029, grad_norm: 6.5864 2020-08-07 02:13:14,426 - mmaction - INFO - Epoch [224][2480/3757] lr: 4.044e-03, eta: 1 day, 4:32:05, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5648, top5_acc: 0.7969, loss_cls: 1.7878, loss: 1.7878, grad_norm: 6.8578 2020-08-07 02:13:30,231 - mmaction - INFO - Epoch [224][2500/3757] lr: 4.044e-03, eta: 1 day, 4:31:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5922, top5_acc: 0.7937, loss_cls: 1.7623, loss: 1.7623, grad_norm: 6.7246 2020-08-07 02:13:46,013 - mmaction - INFO - Epoch [224][2520/3757] lr: 4.044e-03, eta: 1 day, 4:31:30, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8008, loss_cls: 1.7723, loss: 1.7723, grad_norm: 6.7717 2020-08-07 02:14:01,807 - mmaction - INFO - Epoch [224][2540/3757] lr: 4.044e-03, eta: 1 day, 4:31:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8016, loss_cls: 1.7213, loss: 1.7213, grad_norm: 6.6990 2020-08-07 02:14:17,538 - mmaction - INFO - Epoch [224][2560/3757] lr: 4.044e-03, eta: 1 day, 4:30:55, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5852, top5_acc: 0.8055, loss_cls: 1.7457, loss: 1.7457, grad_norm: 6.6598 2020-08-07 02:14:33,301 - mmaction - INFO - Epoch [224][2580/3757] lr: 4.044e-03, eta: 1 day, 4:30:38, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5672, top5_acc: 0.7812, loss_cls: 1.8704, loss: 1.8704, grad_norm: 6.8315 2020-08-07 02:14:49,152 - mmaction - INFO - Epoch [224][2600/3757] lr: 4.044e-03, eta: 1 day, 4:30:21, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.8117, loss_cls: 1.7132, loss: 1.7132, grad_norm: 6.6441 2020-08-07 02:15:05,021 - mmaction - INFO - Epoch [224][2620/3757] lr: 4.044e-03, eta: 1 day, 4:30:04, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5859, top5_acc: 0.8141, loss_cls: 1.7231, loss: 1.7231, grad_norm: 6.6124 2020-08-07 02:15:20,741 - mmaction - INFO - Epoch [224][2640/3757] lr: 4.044e-03, eta: 1 day, 4:29:46, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7852, loss_cls: 1.7954, loss: 1.7954, grad_norm: 6.7929 2020-08-07 02:15:36,491 - mmaction - INFO - Epoch [224][2660/3757] lr: 4.044e-03, eta: 1 day, 4:29:29, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5805, top5_acc: 0.8023, loss_cls: 1.7670, loss: 1.7670, grad_norm: 6.7325 2020-08-07 02:15:52,308 - mmaction - INFO - Epoch [224][2680/3757] lr: 4.044e-03, eta: 1 day, 4:29:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7937, loss_cls: 1.7688, loss: 1.7688, grad_norm: 6.7766 2020-08-07 02:16:08,093 - mmaction - INFO - Epoch [224][2700/3757] lr: 4.044e-03, eta: 1 day, 4:28:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5687, top5_acc: 0.7906, loss_cls: 1.7898, loss: 1.7898, grad_norm: 6.5387 2020-08-07 02:16:23,928 - mmaction - INFO - Epoch [224][2720/3757] lr: 4.044e-03, eta: 1 day, 4:28:37, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8133, loss_cls: 1.7027, loss: 1.7027, grad_norm: 6.6568 2020-08-07 02:16:39,703 - mmaction - INFO - Epoch [224][2740/3757] lr: 4.044e-03, eta: 1 day, 4:28:20, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8164, loss_cls: 1.6972, loss: 1.6972, grad_norm: 6.5520 2020-08-07 02:16:55,541 - mmaction - INFO - Epoch [224][2760/3757] lr: 4.044e-03, eta: 1 day, 4:28:03, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8086, loss_cls: 1.6857, loss: 1.6857, grad_norm: 6.5268 2020-08-07 02:17:11,336 - mmaction - INFO - Epoch [224][2780/3757] lr: 4.044e-03, eta: 1 day, 4:27:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7844, loss_cls: 1.8109, loss: 1.8109, grad_norm: 6.3704 2020-08-07 02:17:27,239 - mmaction - INFO - Epoch [224][2800/3757] lr: 4.044e-03, eta: 1 day, 4:27:28, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8141, loss_cls: 1.6942, loss: 1.6942, grad_norm: 6.6939 2020-08-07 02:17:42,949 - mmaction - INFO - Epoch [224][2820/3757] lr: 4.044e-03, eta: 1 day, 4:27:11, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8219, loss_cls: 1.6272, loss: 1.6272, grad_norm: 6.2172 2020-08-07 02:17:58,714 - mmaction - INFO - Epoch [224][2840/3757] lr: 4.044e-03, eta: 1 day, 4:26:53, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5852, top5_acc: 0.7977, loss_cls: 1.7629, loss: 1.7629, grad_norm: 6.7549 2020-08-07 02:18:14,519 - mmaction - INFO - Epoch [224][2860/3757] lr: 4.044e-03, eta: 1 day, 4:26:36, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.7386, loss: 1.7386, grad_norm: 6.8978 2020-08-07 02:18:30,316 - mmaction - INFO - Epoch [224][2880/3757] lr: 4.044e-03, eta: 1 day, 4:26:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5781, top5_acc: 0.8008, loss_cls: 1.8180, loss: 1.8180, grad_norm: 6.7729 2020-08-07 02:18:46,056 - mmaction - INFO - Epoch [224][2900/3757] lr: 4.044e-03, eta: 1 day, 4:26:02, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7460, loss: 1.7460, grad_norm: 6.7148 2020-08-07 02:19:01,893 - mmaction - INFO - Epoch [224][2920/3757] lr: 4.044e-03, eta: 1 day, 4:25:44, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7914, loss_cls: 1.8045, loss: 1.8045, grad_norm: 6.6765 2020-08-07 02:19:17,712 - mmaction - INFO - Epoch [224][2940/3757] lr: 4.044e-03, eta: 1 day, 4:25:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.7992, loss_cls: 1.7133, loss: 1.7133, grad_norm: 6.4332 2020-08-07 02:19:33,498 - mmaction - INFO - Epoch [224][2960/3757] lr: 4.044e-03, eta: 1 day, 4:25:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8023, loss_cls: 1.7362, loss: 1.7362, grad_norm: 6.5177 2020-08-07 02:19:49,281 - mmaction - INFO - Epoch [224][2980/3757] lr: 4.044e-03, eta: 1 day, 4:24:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5570, top5_acc: 0.7937, loss_cls: 1.8335, loss: 1.8335, grad_norm: 6.8663 2020-08-07 02:20:05,101 - mmaction - INFO - Epoch [224][3000/3757] lr: 4.044e-03, eta: 1 day, 4:24:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5687, top5_acc: 0.8008, loss_cls: 1.7792, loss: 1.7792, grad_norm: 6.5775 2020-08-07 02:20:20,732 - mmaction - INFO - Epoch [224][3020/3757] lr: 4.044e-03, eta: 1 day, 4:24:18, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8008, loss_cls: 1.7653, loss: 1.7653, grad_norm: 6.6073 2020-08-07 02:20:36,517 - mmaction - INFO - Epoch [224][3040/3757] lr: 4.044e-03, eta: 1 day, 4:24:01, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8078, loss_cls: 1.7199, loss: 1.7199, grad_norm: 6.7623 2020-08-07 02:20:52,280 - mmaction - INFO - Epoch [224][3060/3757] lr: 4.044e-03, eta: 1 day, 4:23:43, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5820, top5_acc: 0.7906, loss_cls: 1.8017, loss: 1.8017, grad_norm: 6.6322 2020-08-07 02:21:08,153 - mmaction - INFO - Epoch [224][3080/3757] lr: 4.044e-03, eta: 1 day, 4:23:26, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5992, top5_acc: 0.7937, loss_cls: 1.7914, loss: 1.7914, grad_norm: 6.7016 2020-08-07 02:21:23,988 - mmaction - INFO - Epoch [224][3100/3757] lr: 4.044e-03, eta: 1 day, 4:23:09, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5773, top5_acc: 0.8164, loss_cls: 1.7252, loss: 1.7252, grad_norm: 6.7313 2020-08-07 02:21:39,782 - mmaction - INFO - Epoch [224][3120/3757] lr: 4.044e-03, eta: 1 day, 4:22:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5898, top5_acc: 0.7953, loss_cls: 1.7919, loss: 1.7919, grad_norm: 6.5355 2020-08-07 02:21:55,643 - mmaction - INFO - Epoch [224][3140/3757] lr: 4.044e-03, eta: 1 day, 4:22:34, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8039, loss_cls: 1.7041, loss: 1.7041, grad_norm: 6.3087 2020-08-07 02:22:11,468 - mmaction - INFO - Epoch [224][3160/3757] lr: 4.044e-03, eta: 1 day, 4:22:17, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8117, loss_cls: 1.6780, loss: 1.6780, grad_norm: 6.4523 2020-08-07 02:22:27,302 - mmaction - INFO - Epoch [224][3180/3757] lr: 4.044e-03, eta: 1 day, 4:22:00, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8172, loss_cls: 1.7025, loss: 1.7025, grad_norm: 6.6746 2020-08-07 02:22:43,089 - mmaction - INFO - Epoch [224][3200/3757] lr: 4.044e-03, eta: 1 day, 4:21:42, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7945, loss_cls: 1.7916, loss: 1.7916, grad_norm: 6.8213 2020-08-07 02:22:58,881 - mmaction - INFO - Epoch [224][3220/3757] lr: 4.044e-03, eta: 1 day, 4:21:25, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8016, loss_cls: 1.7473, loss: 1.7473, grad_norm: 6.7980 2020-08-07 02:23:14,758 - mmaction - INFO - Epoch [224][3240/3757] lr: 4.044e-03, eta: 1 day, 4:21:08, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5859, top5_acc: 0.8047, loss_cls: 1.7465, loss: 1.7465, grad_norm: 6.6431 2020-08-07 02:23:30,562 - mmaction - INFO - Epoch [224][3260/3757] lr: 4.044e-03, eta: 1 day, 4:20:51, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6055, top5_acc: 0.7969, loss_cls: 1.7095, loss: 1.7095, grad_norm: 6.6940 2020-08-07 02:23:46,358 - mmaction - INFO - Epoch [224][3280/3757] lr: 4.044e-03, eta: 1 day, 4:20:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8250, loss_cls: 1.7057, loss: 1.7057, grad_norm: 6.6467 2020-08-07 02:24:02,131 - mmaction - INFO - Epoch [224][3300/3757] lr: 4.044e-03, eta: 1 day, 4:20:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8039, loss_cls: 1.7113, loss: 1.7113, grad_norm: 6.6944 2020-08-07 02:24:17,972 - mmaction - INFO - Epoch [224][3320/3757] lr: 4.044e-03, eta: 1 day, 4:19:59, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8219, loss_cls: 1.6236, loss: 1.6236, grad_norm: 6.5178 2020-08-07 02:24:33,805 - mmaction - INFO - Epoch [224][3340/3757] lr: 4.044e-03, eta: 1 day, 4:19:42, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7891, loss_cls: 1.7883, loss: 1.7883, grad_norm: 6.8623 2020-08-07 02:24:49,566 - mmaction - INFO - Epoch [224][3360/3757] lr: 4.044e-03, eta: 1 day, 4:19:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7945, loss_cls: 1.7958, loss: 1.7958, grad_norm: 6.7292 2020-08-07 02:25:05,498 - mmaction - INFO - Epoch [224][3380/3757] lr: 4.044e-03, eta: 1 day, 4:19:07, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8258, loss_cls: 1.6585, loss: 1.6585, grad_norm: 6.7228 2020-08-07 02:25:21,218 - mmaction - INFO - Epoch [224][3400/3757] lr: 4.044e-03, eta: 1 day, 4:18:50, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5727, top5_acc: 0.7859, loss_cls: 1.7753, loss: 1.7753, grad_norm: 6.6493 2020-08-07 02:25:36,988 - mmaction - INFO - Epoch [224][3420/3757] lr: 4.044e-03, eta: 1 day, 4:18:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8211, loss_cls: 1.6705, loss: 1.6705, grad_norm: 6.5387 2020-08-07 02:25:52,792 - mmaction - INFO - Epoch [224][3440/3757] lr: 4.044e-03, eta: 1 day, 4:18:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8156, loss_cls: 1.6600, loss: 1.6600, grad_norm: 6.6792 2020-08-07 02:26:08,628 - mmaction - INFO - Epoch [224][3460/3757] lr: 4.044e-03, eta: 1 day, 4:17:58, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8156, loss_cls: 1.6965, loss: 1.6965, grad_norm: 6.7944 2020-08-07 02:26:24,396 - mmaction - INFO - Epoch [224][3480/3757] lr: 4.044e-03, eta: 1 day, 4:17:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5805, top5_acc: 0.7875, loss_cls: 1.7496, loss: 1.7496, grad_norm: 6.7803 2020-08-07 02:26:40,192 - mmaction - INFO - Epoch [224][3500/3757] lr: 4.044e-03, eta: 1 day, 4:17:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5891, top5_acc: 0.7953, loss_cls: 1.7629, loss: 1.7629, grad_norm: 6.6842 2020-08-07 02:26:56,007 - mmaction - INFO - Epoch [224][3520/3757] lr: 4.044e-03, eta: 1 day, 4:17:06, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8195, loss_cls: 1.6945, loss: 1.6945, grad_norm: 6.5012 2020-08-07 02:27:11,788 - mmaction - INFO - Epoch [224][3540/3757] lr: 4.044e-03, eta: 1 day, 4:16:49, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8102, loss_cls: 1.6831, loss: 1.6831, grad_norm: 6.4648 2020-08-07 02:27:27,675 - mmaction - INFO - Epoch [224][3560/3757] lr: 4.044e-03, eta: 1 day, 4:16:32, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6008, top5_acc: 0.7945, loss_cls: 1.7113, loss: 1.7113, grad_norm: 6.7337 2020-08-07 02:27:43,471 - mmaction - INFO - Epoch [224][3580/3757] lr: 4.044e-03, eta: 1 day, 4:16:14, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7922, loss_cls: 1.8247, loss: 1.8247, grad_norm: 6.7689 2020-08-07 02:27:59,313 - mmaction - INFO - Epoch [224][3600/3757] lr: 4.044e-03, eta: 1 day, 4:15:57, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5758, top5_acc: 0.7867, loss_cls: 1.8217, loss: 1.8217, grad_norm: 6.6920 2020-08-07 02:28:15,084 - mmaction - INFO - Epoch [224][3620/3757] lr: 4.044e-03, eta: 1 day, 4:15:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5852, top5_acc: 0.7820, loss_cls: 1.7895, loss: 1.7895, grad_norm: 6.8901 2020-08-07 02:28:30,862 - mmaction - INFO - Epoch [224][3640/3757] lr: 4.044e-03, eta: 1 day, 4:15:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5813, top5_acc: 0.8023, loss_cls: 1.7697, loss: 1.7697, grad_norm: 6.7554 2020-08-07 02:28:46,731 - mmaction - INFO - Epoch [224][3660/3757] lr: 4.044e-03, eta: 1 day, 4:15:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6740, loss: 1.6740, grad_norm: 6.4718 2020-08-07 02:29:02,516 - mmaction - INFO - Epoch [224][3680/3757] lr: 4.044e-03, eta: 1 day, 4:14:48, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.5617, top5_acc: 0.7977, loss_cls: 1.8440, loss: 1.8440, grad_norm: 7.2065 2020-08-07 02:29:18,314 - mmaction - INFO - Epoch [224][3700/3757] lr: 4.044e-03, eta: 1 day, 4:14:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8109, loss_cls: 1.6890, loss: 1.6890, grad_norm: 6.5937 2020-08-07 02:29:34,108 - mmaction - INFO - Epoch [224][3720/3757] lr: 4.044e-03, eta: 1 day, 4:14:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5656, top5_acc: 0.7914, loss_cls: 1.8389, loss: 1.8389, grad_norm: 6.9170 2020-08-07 02:29:49,892 - mmaction - INFO - Epoch [224][3740/3757] lr: 4.044e-03, eta: 1 day, 4:13:56, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7937, loss_cls: 1.8035, loss: 1.8035, grad_norm: 6.7891 2020-08-07 02:30:12,324 - mmaction - INFO - Saving checkpoint at 224 epochs 2020-08-07 02:33:00,327 - mmaction - INFO - Epoch [225][20/3757] lr: 3.806e-03, eta: 1 day, 4:14:10, time: 8.276, data_time: 7.467, memory: 6192, top1_acc: 0.5828, top5_acc: 0.8203, loss_cls: 1.7147, loss: 1.7147, grad_norm: 6.8931 2020-08-07 02:33:16,150 - mmaction - INFO - Epoch [225][40/3757] lr: 3.806e-03, eta: 1 day, 4:13:52, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5969, top5_acc: 0.8023, loss_cls: 1.7200, loss: 1.7200, grad_norm: 6.5870 2020-08-07 02:33:32,001 - mmaction - INFO - Epoch [225][60/3757] lr: 3.806e-03, eta: 1 day, 4:13:35, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6000, top5_acc: 0.7914, loss_cls: 1.7250, loss: 1.7250, grad_norm: 6.6976 2020-08-07 02:33:47,810 - mmaction - INFO - Epoch [225][80/3757] lr: 3.806e-03, eta: 1 day, 4:13:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5867, top5_acc: 0.8031, loss_cls: 1.7581, loss: 1.7581, grad_norm: 6.5805 2020-08-07 02:34:03,645 - mmaction - INFO - Epoch [225][100/3757] lr: 3.806e-03, eta: 1 day, 4:13:00, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8078, loss_cls: 1.6918, loss: 1.6918, grad_norm: 6.5130 2020-08-07 02:34:19,489 - mmaction - INFO - Epoch [225][120/3757] lr: 3.806e-03, eta: 1 day, 4:12:43, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8008, loss_cls: 1.6613, loss: 1.6613, grad_norm: 6.4879 2020-08-07 02:34:35,289 - mmaction - INFO - Epoch [225][140/3757] lr: 3.806e-03, eta: 1 day, 4:12:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8016, loss_cls: 1.7066, loss: 1.7066, grad_norm: 6.5229 2020-08-07 02:34:51,053 - mmaction - INFO - Epoch [225][160/3757] lr: 3.806e-03, eta: 1 day, 4:12:09, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5820, top5_acc: 0.8008, loss_cls: 1.7093, loss: 1.7093, grad_norm: 6.5609 2020-08-07 02:35:06,938 - mmaction - INFO - Epoch [225][180/3757] lr: 3.806e-03, eta: 1 day, 4:11:51, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8344, loss_cls: 1.6619, loss: 1.6619, grad_norm: 6.5312 2020-08-07 02:35:22,678 - mmaction - INFO - Epoch [225][200/3757] lr: 3.806e-03, eta: 1 day, 4:11:34, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.5984, top5_acc: 0.7922, loss_cls: 1.7383, loss: 1.7383, grad_norm: 6.8592 2020-08-07 02:35:38,469 - mmaction - INFO - Epoch [225][220/3757] lr: 3.806e-03, eta: 1 day, 4:11:17, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8203, loss_cls: 1.6754, loss: 1.6754, grad_norm: 6.5976 2020-08-07 02:35:54,173 - mmaction - INFO - Epoch [225][240/3757] lr: 3.806e-03, eta: 1 day, 4:10:59, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5836, top5_acc: 0.8031, loss_cls: 1.7332, loss: 1.7332, grad_norm: 6.6356 2020-08-07 02:36:10,002 - mmaction - INFO - Epoch [225][260/3757] lr: 3.806e-03, eta: 1 day, 4:10:42, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8102, loss_cls: 1.7172, loss: 1.7172, grad_norm: 6.6754 2020-08-07 02:36:25,734 - mmaction - INFO - Epoch [225][280/3757] lr: 3.806e-03, eta: 1 day, 4:10:25, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5711, top5_acc: 0.8008, loss_cls: 1.7761, loss: 1.7761, grad_norm: 6.8221 2020-08-07 02:36:41,579 - mmaction - INFO - Epoch [225][300/3757] lr: 3.806e-03, eta: 1 day, 4:10:08, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5852, top5_acc: 0.7922, loss_cls: 1.7706, loss: 1.7706, grad_norm: 6.6756 2020-08-07 02:36:57,262 - mmaction - INFO - Epoch [225][320/3757] lr: 3.806e-03, eta: 1 day, 4:09:50, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5805, top5_acc: 0.7992, loss_cls: 1.7804, loss: 1.7804, grad_norm: 6.7795 2020-08-07 02:37:13,107 - mmaction - INFO - Epoch [225][340/3757] lr: 3.806e-03, eta: 1 day, 4:09:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8164, loss_cls: 1.6496, loss: 1.6496, grad_norm: 6.5178 2020-08-07 02:37:28,962 - mmaction - INFO - Epoch [225][360/3757] lr: 3.806e-03, eta: 1 day, 4:09:16, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8086, loss_cls: 1.6808, loss: 1.6808, grad_norm: 6.9141 2020-08-07 02:37:44,771 - mmaction - INFO - Epoch [225][380/3757] lr: 3.806e-03, eta: 1 day, 4:08:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5922, top5_acc: 0.8117, loss_cls: 1.7162, loss: 1.7162, grad_norm: 6.7859 2020-08-07 02:38:00,634 - mmaction - INFO - Epoch [225][400/3757] lr: 3.806e-03, eta: 1 day, 4:08:41, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5938, top5_acc: 0.7922, loss_cls: 1.7787, loss: 1.7787, grad_norm: 6.7825 2020-08-07 02:38:16,444 - mmaction - INFO - Epoch [225][420/3757] lr: 3.806e-03, eta: 1 day, 4:08:24, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5773, top5_acc: 0.8031, loss_cls: 1.7835, loss: 1.7835, grad_norm: 6.7629 2020-08-07 02:38:32,254 - mmaction - INFO - Epoch [225][440/3757] lr: 3.806e-03, eta: 1 day, 4:08:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5883, top5_acc: 0.7930, loss_cls: 1.7544, loss: 1.7544, grad_norm: 6.4665 2020-08-07 02:38:48,077 - mmaction - INFO - Epoch [225][460/3757] lr: 3.806e-03, eta: 1 day, 4:07:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8172, loss_cls: 1.6624, loss: 1.6624, grad_norm: 6.6219 2020-08-07 02:39:03,826 - mmaction - INFO - Epoch [225][480/3757] lr: 3.806e-03, eta: 1 day, 4:07:32, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8164, loss_cls: 1.6406, loss: 1.6406, grad_norm: 6.5639 2020-08-07 02:39:19,638 - mmaction - INFO - Epoch [225][500/3757] lr: 3.806e-03, eta: 1 day, 4:07:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8078, loss_cls: 1.7260, loss: 1.7260, grad_norm: 6.8114 2020-08-07 02:39:35,468 - mmaction - INFO - Epoch [225][520/3757] lr: 3.806e-03, eta: 1 day, 4:06:58, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8219, loss_cls: 1.6638, loss: 1.6638, grad_norm: 6.6269 2020-08-07 02:39:51,303 - mmaction - INFO - Epoch [225][540/3757] lr: 3.806e-03, eta: 1 day, 4:06:40, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8156, loss_cls: 1.6784, loss: 1.6784, grad_norm: 6.6107 2020-08-07 02:40:07,116 - mmaction - INFO - Epoch [225][560/3757] lr: 3.806e-03, eta: 1 day, 4:06:23, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8266, loss_cls: 1.6713, loss: 1.6713, grad_norm: 6.6998 2020-08-07 02:40:22,857 - mmaction - INFO - Epoch [225][580/3757] lr: 3.806e-03, eta: 1 day, 4:06:06, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.5922, top5_acc: 0.8102, loss_cls: 1.7022, loss: 1.7022, grad_norm: 6.7183 2020-08-07 02:40:38,659 - mmaction - INFO - Epoch [225][600/3757] lr: 3.806e-03, eta: 1 day, 4:05:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8187, loss_cls: 1.7182, loss: 1.7182, grad_norm: 6.6213 2020-08-07 02:40:54,467 - mmaction - INFO - Epoch [225][620/3757] lr: 3.806e-03, eta: 1 day, 4:05:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8039, loss_cls: 1.7145, loss: 1.7145, grad_norm: 6.5885 2020-08-07 02:41:10,343 - mmaction - INFO - Epoch [225][640/3757] lr: 3.806e-03, eta: 1 day, 4:05:14, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8023, loss_cls: 1.7197, loss: 1.7197, grad_norm: 6.7241 2020-08-07 02:41:26,100 - mmaction - INFO - Epoch [225][660/3757] lr: 3.806e-03, eta: 1 day, 4:04:57, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8016, loss_cls: 1.6898, loss: 1.6898, grad_norm: 6.7265 2020-08-07 02:41:41,892 - mmaction - INFO - Epoch [225][680/3757] lr: 3.806e-03, eta: 1 day, 4:04:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5898, top5_acc: 0.8070, loss_cls: 1.6808, loss: 1.6808, grad_norm: 6.7108 2020-08-07 02:41:57,706 - mmaction - INFO - Epoch [225][700/3757] lr: 3.806e-03, eta: 1 day, 4:04:22, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8031, loss_cls: 1.6998, loss: 1.6998, grad_norm: 6.6229 2020-08-07 02:42:13,518 - mmaction - INFO - Epoch [225][720/3757] lr: 3.806e-03, eta: 1 day, 4:04:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5906, top5_acc: 0.7914, loss_cls: 1.7727, loss: 1.7727, grad_norm: 6.7132 2020-08-07 02:42:29,350 - mmaction - INFO - Epoch [225][740/3757] lr: 3.806e-03, eta: 1 day, 4:03:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8047, loss_cls: 1.6942, loss: 1.6942, grad_norm: 6.6085 2020-08-07 02:42:45,168 - mmaction - INFO - Epoch [225][760/3757] lr: 3.806e-03, eta: 1 day, 4:03:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.7106, loss: 1.7106, grad_norm: 6.7790 2020-08-07 02:43:00,997 - mmaction - INFO - Epoch [225][780/3757] lr: 3.806e-03, eta: 1 day, 4:03:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5758, top5_acc: 0.8117, loss_cls: 1.7337, loss: 1.7337, grad_norm: 7.0757 2020-08-07 02:43:16,771 - mmaction - INFO - Epoch [225][800/3757] lr: 3.806e-03, eta: 1 day, 4:02:56, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8109, loss_cls: 1.7210, loss: 1.7210, grad_norm: 6.6472 2020-08-07 02:43:32,561 - mmaction - INFO - Epoch [225][820/3757] lr: 3.806e-03, eta: 1 day, 4:02:38, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8008, loss_cls: 1.7268, loss: 1.7268, grad_norm: 6.7128 2020-08-07 02:43:48,378 - mmaction - INFO - Epoch [225][840/3757] lr: 3.806e-03, eta: 1 day, 4:02:21, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8203, loss_cls: 1.5953, loss: 1.5953, grad_norm: 6.5889 2020-08-07 02:44:04,143 - mmaction - INFO - Epoch [225][860/3757] lr: 3.806e-03, eta: 1 day, 4:02:04, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5969, top5_acc: 0.8117, loss_cls: 1.7008, loss: 1.7008, grad_norm: 6.7858 2020-08-07 02:44:20,025 - mmaction - INFO - Epoch [225][880/3757] lr: 3.806e-03, eta: 1 day, 4:01:47, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8227, loss_cls: 1.5927, loss: 1.5927, grad_norm: 6.4744 2020-08-07 02:44:35,852 - mmaction - INFO - Epoch [225][900/3757] lr: 3.806e-03, eta: 1 day, 4:01:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8000, loss_cls: 1.6897, loss: 1.6897, grad_norm: 6.6550 2020-08-07 02:44:51,648 - mmaction - INFO - Epoch [225][920/3757] lr: 3.806e-03, eta: 1 day, 4:01:12, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8117, loss_cls: 1.6303, loss: 1.6303, grad_norm: 6.5929 2020-08-07 02:45:07,466 - mmaction - INFO - Epoch [225][940/3757] lr: 3.806e-03, eta: 1 day, 4:00:55, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5945, top5_acc: 0.7961, loss_cls: 1.7434, loss: 1.7434, grad_norm: 6.7161 2020-08-07 02:45:23,217 - mmaction - INFO - Epoch [225][960/3757] lr: 3.806e-03, eta: 1 day, 4:00:37, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7906, loss_cls: 1.7907, loss: 1.7907, grad_norm: 6.9473 2020-08-07 02:45:39,034 - mmaction - INFO - Epoch [225][980/3757] lr: 3.806e-03, eta: 1 day, 4:00:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8164, loss_cls: 1.6723, loss: 1.6723, grad_norm: 6.7225 2020-08-07 02:45:54,812 - mmaction - INFO - Epoch [225][1000/3757] lr: 3.806e-03, eta: 1 day, 4:00:03, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8117, loss_cls: 1.6810, loss: 1.6810, grad_norm: 6.6376 2020-08-07 02:46:10,654 - mmaction - INFO - Epoch [225][1020/3757] lr: 3.806e-03, eta: 1 day, 3:59:46, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5844, top5_acc: 0.8039, loss_cls: 1.7495, loss: 1.7495, grad_norm: 6.8382 2020-08-07 02:46:26,524 - mmaction - INFO - Epoch [225][1040/3757] lr: 3.806e-03, eta: 1 day, 3:59:28, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8133, loss_cls: 1.7076, loss: 1.7076, grad_norm: 6.6987 2020-08-07 02:46:42,348 - mmaction - INFO - Epoch [225][1060/3757] lr: 3.806e-03, eta: 1 day, 3:59:11, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8156, loss_cls: 1.7254, loss: 1.7254, grad_norm: 6.8310 2020-08-07 02:46:58,190 - mmaction - INFO - Epoch [225][1080/3757] lr: 3.806e-03, eta: 1 day, 3:58:54, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7883, loss_cls: 1.7696, loss: 1.7696, grad_norm: 6.8559 2020-08-07 02:47:13,952 - mmaction - INFO - Epoch [225][1100/3757] lr: 3.806e-03, eta: 1 day, 3:58:37, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8164, loss_cls: 1.5872, loss: 1.5872, grad_norm: 6.4419 2020-08-07 02:47:29,704 - mmaction - INFO - Epoch [225][1120/3757] lr: 3.806e-03, eta: 1 day, 3:58:19, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8391, loss_cls: 1.5979, loss: 1.5979, grad_norm: 6.4670 2020-08-07 02:47:45,435 - mmaction - INFO - Epoch [225][1140/3757] lr: 3.806e-03, eta: 1 day, 3:58:02, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5453, top5_acc: 0.7883, loss_cls: 1.8661, loss: 1.8661, grad_norm: 7.0536 2020-08-07 02:48:01,248 - mmaction - INFO - Epoch [225][1160/3757] lr: 3.806e-03, eta: 1 day, 3:57:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7930, loss_cls: 1.8026, loss: 1.8026, grad_norm: 7.0182 2020-08-07 02:48:17,071 - mmaction - INFO - Epoch [225][1180/3757] lr: 3.806e-03, eta: 1 day, 3:57:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8008, loss_cls: 1.6804, loss: 1.6804, grad_norm: 6.5164 2020-08-07 02:48:32,887 - mmaction - INFO - Epoch [225][1200/3757] lr: 3.806e-03, eta: 1 day, 3:57:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8141, loss_cls: 1.6058, loss: 1.6058, grad_norm: 6.4788 2020-08-07 02:48:48,813 - mmaction - INFO - Epoch [225][1220/3757] lr: 3.806e-03, eta: 1 day, 3:56:53, time: 0.796, data_time: 0.011, memory: 6192, top1_acc: 0.5773, top5_acc: 0.7930, loss_cls: 1.8222, loss: 1.8222, grad_norm: 6.9462 2020-08-07 02:49:04,651 - mmaction - INFO - Epoch [225][1240/3757] lr: 3.806e-03, eta: 1 day, 3:56:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8180, loss_cls: 1.6398, loss: 1.6398, grad_norm: 6.5756 2020-08-07 02:49:20,487 - mmaction - INFO - Epoch [225][1260/3757] lr: 3.806e-03, eta: 1 day, 3:56:18, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8023, loss_cls: 1.6600, loss: 1.6600, grad_norm: 6.4754 2020-08-07 02:49:36,255 - mmaction - INFO - Epoch [225][1280/3757] lr: 3.806e-03, eta: 1 day, 3:56:01, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8109, loss_cls: 1.6990, loss: 1.6990, grad_norm: 6.5179 2020-08-07 02:49:52,073 - mmaction - INFO - Epoch [225][1300/3757] lr: 3.806e-03, eta: 1 day, 3:55:44, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8258, loss_cls: 1.6330, loss: 1.6330, grad_norm: 6.5687 2020-08-07 02:50:07,862 - mmaction - INFO - Epoch [225][1320/3757] lr: 3.806e-03, eta: 1 day, 3:55:27, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8164, loss_cls: 1.7117, loss: 1.7117, grad_norm: 6.6712 2020-08-07 02:50:23,832 - mmaction - INFO - Epoch [225][1340/3757] lr: 3.806e-03, eta: 1 day, 3:55:09, time: 0.798, data_time: 0.012, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8117, loss_cls: 1.6506, loss: 1.6506, grad_norm: 6.6250 2020-08-07 02:50:39,652 - mmaction - INFO - Epoch [225][1360/3757] lr: 3.806e-03, eta: 1 day, 3:54:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7852, loss_cls: 1.7607, loss: 1.7607, grad_norm: 6.8262 2020-08-07 02:50:55,379 - mmaction - INFO - Epoch [225][1380/3757] lr: 3.806e-03, eta: 1 day, 3:54:35, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8109, loss_cls: 1.6496, loss: 1.6496, grad_norm: 6.5809 2020-08-07 02:51:11,217 - mmaction - INFO - Epoch [225][1400/3757] lr: 3.806e-03, eta: 1 day, 3:54:18, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5930, top5_acc: 0.8125, loss_cls: 1.7072, loss: 1.7072, grad_norm: 6.7653 2020-08-07 02:51:27,017 - mmaction - INFO - Epoch [225][1420/3757] lr: 3.806e-03, eta: 1 day, 3:54:00, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6055, top5_acc: 0.7977, loss_cls: 1.7656, loss: 1.7656, grad_norm: 6.5640 2020-08-07 02:51:42,799 - mmaction - INFO - Epoch [225][1440/3757] lr: 3.806e-03, eta: 1 day, 3:53:43, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5891, top5_acc: 0.8000, loss_cls: 1.7422, loss: 1.7422, grad_norm: 6.7487 2020-08-07 02:51:58,537 - mmaction - INFO - Epoch [225][1460/3757] lr: 3.806e-03, eta: 1 day, 3:53:26, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8047, loss_cls: 1.6980, loss: 1.6980, grad_norm: 6.7009 2020-08-07 02:52:14,347 - mmaction - INFO - Epoch [225][1480/3757] lr: 3.806e-03, eta: 1 day, 3:53:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5703, top5_acc: 0.7984, loss_cls: 1.7704, loss: 1.7704, grad_norm: 6.8298 2020-08-07 02:52:30,163 - mmaction - INFO - Epoch [225][1500/3757] lr: 3.806e-03, eta: 1 day, 3:52:51, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8023, loss_cls: 1.6990, loss: 1.6990, grad_norm: 6.3846 2020-08-07 02:52:45,943 - mmaction - INFO - Epoch [225][1520/3757] lr: 3.806e-03, eta: 1 day, 3:52:34, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6117, top5_acc: 0.7891, loss_cls: 1.7313, loss: 1.7313, grad_norm: 6.5499 2020-08-07 02:53:01,698 - mmaction - INFO - Epoch [225][1540/3757] lr: 3.806e-03, eta: 1 day, 3:52:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8055, loss_cls: 1.7467, loss: 1.7467, grad_norm: 6.6618 2020-08-07 02:53:17,491 - mmaction - INFO - Epoch [225][1560/3757] lr: 3.806e-03, eta: 1 day, 3:51:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8039, loss_cls: 1.7179, loss: 1.7179, grad_norm: 6.5753 2020-08-07 02:53:33,335 - mmaction - INFO - Epoch [225][1580/3757] lr: 3.806e-03, eta: 1 day, 3:51:42, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7867, loss_cls: 1.7836, loss: 1.7836, grad_norm: 6.9434 2020-08-07 02:53:49,134 - mmaction - INFO - Epoch [225][1600/3757] lr: 3.806e-03, eta: 1 day, 3:51:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8102, loss_cls: 1.6942, loss: 1.6942, grad_norm: 6.7835 2020-08-07 02:54:04,946 - mmaction - INFO - Epoch [225][1620/3757] lr: 3.806e-03, eta: 1 day, 3:51:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7969, loss_cls: 1.7942, loss: 1.7942, grad_norm: 6.7647 2020-08-07 02:54:20,732 - mmaction - INFO - Epoch [225][1640/3757] lr: 3.806e-03, eta: 1 day, 3:50:50, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5922, top5_acc: 0.7961, loss_cls: 1.7224, loss: 1.7224, grad_norm: 6.3722 2020-08-07 02:54:36,561 - mmaction - INFO - Epoch [225][1660/3757] lr: 3.806e-03, eta: 1 day, 3:50:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8156, loss_cls: 1.6017, loss: 1.6017, grad_norm: 6.5888 2020-08-07 02:54:52,436 - mmaction - INFO - Epoch [225][1680/3757] lr: 3.806e-03, eta: 1 day, 3:50:16, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8109, loss_cls: 1.7078, loss: 1.7078, grad_norm: 6.9949 2020-08-07 02:55:08,266 - mmaction - INFO - Epoch [225][1700/3757] lr: 3.806e-03, eta: 1 day, 3:49:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7859, loss_cls: 1.8331, loss: 1.8331, grad_norm: 6.6957 2020-08-07 02:55:24,012 - mmaction - INFO - Epoch [225][1720/3757] lr: 3.806e-03, eta: 1 day, 3:49:41, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8070, loss_cls: 1.6929, loss: 1.6929, grad_norm: 6.5631 2020-08-07 02:55:39,796 - mmaction - INFO - Epoch [225][1740/3757] lr: 3.806e-03, eta: 1 day, 3:49:24, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8250, loss_cls: 1.6218, loss: 1.6218, grad_norm: 6.5234 2020-08-07 02:55:55,538 - mmaction - INFO - Epoch [225][1760/3757] lr: 3.806e-03, eta: 1 day, 3:49:07, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5711, top5_acc: 0.7992, loss_cls: 1.7750, loss: 1.7750, grad_norm: 6.8367 2020-08-07 02:56:11,327 - mmaction - INFO - Epoch [225][1780/3757] lr: 3.806e-03, eta: 1 day, 3:48:49, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5914, top5_acc: 0.7922, loss_cls: 1.7366, loss: 1.7366, grad_norm: 6.7930 2020-08-07 02:56:27,161 - mmaction - INFO - Epoch [225][1800/3757] lr: 3.806e-03, eta: 1 day, 3:48:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8063, loss_cls: 1.7216, loss: 1.7216, grad_norm: 6.5765 2020-08-07 02:56:43,075 - mmaction - INFO - Epoch [225][1820/3757] lr: 3.806e-03, eta: 1 day, 3:48:15, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.7984, loss_cls: 1.7098, loss: 1.7098, grad_norm: 6.4516 2020-08-07 02:56:58,838 - mmaction - INFO - Epoch [225][1840/3757] lr: 3.806e-03, eta: 1 day, 3:47:58, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8141, loss_cls: 1.6441, loss: 1.6441, grad_norm: 6.5941 2020-08-07 02:57:14,643 - mmaction - INFO - Epoch [225][1860/3757] lr: 3.806e-03, eta: 1 day, 3:47:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8133, loss_cls: 1.6417, loss: 1.6417, grad_norm: 6.4233 2020-08-07 02:57:30,427 - mmaction - INFO - Epoch [225][1880/3757] lr: 3.806e-03, eta: 1 day, 3:47:23, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5891, top5_acc: 0.8117, loss_cls: 1.7328, loss: 1.7328, grad_norm: 6.8394 2020-08-07 02:57:46,272 - mmaction - INFO - Epoch [225][1900/3757] lr: 3.806e-03, eta: 1 day, 3:47:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8008, loss_cls: 1.7135, loss: 1.7135, grad_norm: 6.8641 2020-08-07 02:58:02,127 - mmaction - INFO - Epoch [225][1920/3757] lr: 3.806e-03, eta: 1 day, 3:46:49, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5820, top5_acc: 0.7859, loss_cls: 1.7905, loss: 1.7905, grad_norm: 6.7579 2020-08-07 02:58:18,019 - mmaction - INFO - Epoch [225][1940/3757] lr: 3.806e-03, eta: 1 day, 3:46:31, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7836, loss_cls: 1.8174, loss: 1.8174, grad_norm: 6.6592 2020-08-07 02:58:33,782 - mmaction - INFO - Epoch [225][1960/3757] lr: 3.806e-03, eta: 1 day, 3:46:14, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6903, loss: 1.6903, grad_norm: 6.7564 2020-08-07 02:58:49,586 - mmaction - INFO - Epoch [225][1980/3757] lr: 3.806e-03, eta: 1 day, 3:45:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8070, loss_cls: 1.6926, loss: 1.6926, grad_norm: 6.5740 2020-08-07 02:59:05,407 - mmaction - INFO - Epoch [225][2000/3757] lr: 3.806e-03, eta: 1 day, 3:45:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5844, top5_acc: 0.8039, loss_cls: 1.7455, loss: 1.7455, grad_norm: 6.5954 2020-08-07 02:59:21,149 - mmaction - INFO - Epoch [225][2020/3757] lr: 3.806e-03, eta: 1 day, 3:45:22, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8164, loss_cls: 1.6398, loss: 1.6398, grad_norm: 6.5005 2020-08-07 02:59:36,973 - mmaction - INFO - Epoch [225][2040/3757] lr: 3.806e-03, eta: 1 day, 3:45:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5750, top5_acc: 0.7977, loss_cls: 1.7974, loss: 1.7974, grad_norm: 6.9650 2020-08-07 02:59:52,830 - mmaction - INFO - Epoch [225][2060/3757] lr: 3.806e-03, eta: 1 day, 3:44:48, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5719, top5_acc: 0.7977, loss_cls: 1.7934, loss: 1.7934, grad_norm: 6.9275 2020-08-07 03:00:12,070 - mmaction - INFO - Epoch [225][2080/3757] lr: 3.806e-03, eta: 1 day, 3:44:32, time: 0.959, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8055, loss_cls: 1.7116, loss: 1.7116, grad_norm: 6.6382 2020-08-07 03:00:27,963 - mmaction - INFO - Epoch [225][2100/3757] lr: 3.806e-03, eta: 1 day, 3:44:14, time: 0.798, data_time: 0.007, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.7190, loss: 1.7190, grad_norm: 6.9090 2020-08-07 03:00:43,700 - mmaction - INFO - Epoch [225][2120/3757] lr: 3.806e-03, eta: 1 day, 3:43:57, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6047, top5_acc: 0.7891, loss_cls: 1.7608, loss: 1.7608, grad_norm: 6.8784 2020-08-07 03:00:59,454 - mmaction - INFO - Epoch [225][2140/3757] lr: 3.806e-03, eta: 1 day, 3:43:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8102, loss_cls: 1.7073, loss: 1.7073, grad_norm: 6.6232 2020-08-07 03:01:15,210 - mmaction - INFO - Epoch [225][2160/3757] lr: 3.806e-03, eta: 1 day, 3:43:22, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8063, loss_cls: 1.6830, loss: 1.6830, grad_norm: 6.5690 2020-08-07 03:01:30,979 - mmaction - INFO - Epoch [225][2180/3757] lr: 3.806e-03, eta: 1 day, 3:43:05, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8211, loss_cls: 1.6523, loss: 1.6523, grad_norm: 6.5793 2020-08-07 03:01:46,747 - mmaction - INFO - Epoch [225][2200/3757] lr: 3.806e-03, eta: 1 day, 3:42:48, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8109, loss_cls: 1.7261, loss: 1.7261, grad_norm: 7.0001 2020-08-07 03:02:02,551 - mmaction - INFO - Epoch [225][2220/3757] lr: 3.806e-03, eta: 1 day, 3:42:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8109, loss_cls: 1.6337, loss: 1.6337, grad_norm: 6.6064 2020-08-07 03:02:18,415 - mmaction - INFO - Epoch [225][2240/3757] lr: 3.806e-03, eta: 1 day, 3:42:13, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5867, top5_acc: 0.8094, loss_cls: 1.7153, loss: 1.7153, grad_norm: 6.6477 2020-08-07 03:02:34,145 - mmaction - INFO - Epoch [225][2260/3757] lr: 3.806e-03, eta: 1 day, 3:41:56, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5883, top5_acc: 0.8031, loss_cls: 1.7301, loss: 1.7301, grad_norm: 6.7918 2020-08-07 03:02:49,944 - mmaction - INFO - Epoch [225][2280/3757] lr: 3.806e-03, eta: 1 day, 3:41:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8055, loss_cls: 1.6857, loss: 1.6857, grad_norm: 6.7553 2020-08-07 03:03:05,753 - mmaction - INFO - Epoch [225][2300/3757] lr: 3.806e-03, eta: 1 day, 3:41:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6031, top5_acc: 0.7922, loss_cls: 1.7656, loss: 1.7656, grad_norm: 6.8066 2020-08-07 03:03:21,526 - mmaction - INFO - Epoch [225][2320/3757] lr: 3.806e-03, eta: 1 day, 3:41:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5820, top5_acc: 0.8086, loss_cls: 1.7348, loss: 1.7348, grad_norm: 6.7851 2020-08-07 03:03:37,392 - mmaction - INFO - Epoch [225][2340/3757] lr: 3.806e-03, eta: 1 day, 3:40:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8047, loss_cls: 1.6667, loss: 1.6667, grad_norm: 6.4173 2020-08-07 03:03:53,209 - mmaction - INFO - Epoch [225][2360/3757] lr: 3.806e-03, eta: 1 day, 3:40:30, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5898, top5_acc: 0.7883, loss_cls: 1.7875, loss: 1.7875, grad_norm: 6.6774 2020-08-07 03:04:09,034 - mmaction - INFO - Epoch [225][2380/3757] lr: 3.806e-03, eta: 1 day, 3:40:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5891, top5_acc: 0.7945, loss_cls: 1.7861, loss: 1.7861, grad_norm: 6.7759 2020-08-07 03:04:24,836 - mmaction - INFO - Epoch [225][2400/3757] lr: 3.806e-03, eta: 1 day, 3:39:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8047, loss_cls: 1.7310, loss: 1.7310, grad_norm: 6.7167 2020-08-07 03:04:40,601 - mmaction - INFO - Epoch [225][2420/3757] lr: 3.806e-03, eta: 1 day, 3:39:38, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8180, loss_cls: 1.6321, loss: 1.6321, grad_norm: 6.6983 2020-08-07 03:04:56,422 - mmaction - INFO - Epoch [225][2440/3757] lr: 3.806e-03, eta: 1 day, 3:39:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8086, loss_cls: 1.7332, loss: 1.7332, grad_norm: 6.7089 2020-08-07 03:05:12,267 - mmaction - INFO - Epoch [225][2460/3757] lr: 3.806e-03, eta: 1 day, 3:39:04, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6008, top5_acc: 0.7992, loss_cls: 1.6996, loss: 1.6996, grad_norm: 6.6034 2020-08-07 03:05:28,124 - mmaction - INFO - Epoch [225][2480/3757] lr: 3.806e-03, eta: 1 day, 3:38:46, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8070, loss_cls: 1.7135, loss: 1.7135, grad_norm: 6.5799 2020-08-07 03:05:43,920 - mmaction - INFO - Epoch [225][2500/3757] lr: 3.806e-03, eta: 1 day, 3:38:29, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8234, loss_cls: 1.6458, loss: 1.6458, grad_norm: 6.6694 2020-08-07 03:05:59,735 - mmaction - INFO - Epoch [225][2520/3757] lr: 3.806e-03, eta: 1 day, 3:38:12, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6016, top5_acc: 0.7977, loss_cls: 1.7330, loss: 1.7330, grad_norm: 6.6883 2020-08-07 03:06:15,639 - mmaction - INFO - Epoch [225][2540/3757] lr: 3.806e-03, eta: 1 day, 3:37:54, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8289, loss_cls: 1.6506, loss: 1.6506, grad_norm: 6.6281 2020-08-07 03:06:31,436 - mmaction - INFO - Epoch [225][2560/3757] lr: 3.806e-03, eta: 1 day, 3:37:37, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8102, loss_cls: 1.6936, loss: 1.6936, grad_norm: 6.7279 2020-08-07 03:06:47,234 - mmaction - INFO - Epoch [225][2580/3757] lr: 3.806e-03, eta: 1 day, 3:37:20, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8008, loss_cls: 1.7224, loss: 1.7224, grad_norm: 6.9152 2020-08-07 03:07:03,003 - mmaction - INFO - Epoch [225][2600/3757] lr: 3.806e-03, eta: 1 day, 3:37:03, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.5883, top5_acc: 0.7953, loss_cls: 1.7466, loss: 1.7466, grad_norm: 6.8821 2020-08-07 03:07:18,815 - mmaction - INFO - Epoch [225][2620/3757] lr: 3.806e-03, eta: 1 day, 3:36:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5883, top5_acc: 0.8023, loss_cls: 1.7399, loss: 1.7399, grad_norm: 6.8612 2020-08-07 03:07:34,599 - mmaction - INFO - Epoch [225][2640/3757] lr: 3.806e-03, eta: 1 day, 3:36:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5961, top5_acc: 0.7922, loss_cls: 1.7759, loss: 1.7759, grad_norm: 6.8365 2020-08-07 03:07:50,423 - mmaction - INFO - Epoch [225][2660/3757] lr: 3.806e-03, eta: 1 day, 3:36:11, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5945, top5_acc: 0.7961, loss_cls: 1.7825, loss: 1.7825, grad_norm: 6.7182 2020-08-07 03:08:06,235 - mmaction - INFO - Epoch [225][2680/3757] lr: 3.806e-03, eta: 1 day, 3:35:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7992, loss_cls: 1.7224, loss: 1.7224, grad_norm: 6.7755 2020-08-07 03:08:22,064 - mmaction - INFO - Epoch [225][2700/3757] lr: 3.806e-03, eta: 1 day, 3:35:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5797, top5_acc: 0.7961, loss_cls: 1.8132, loss: 1.8132, grad_norm: 6.8215 2020-08-07 03:08:37,905 - mmaction - INFO - Epoch [225][2720/3757] lr: 3.806e-03, eta: 1 day, 3:35:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5930, top5_acc: 0.7937, loss_cls: 1.7780, loss: 1.7780, grad_norm: 6.7127 2020-08-07 03:08:53,719 - mmaction - INFO - Epoch [225][2740/3757] lr: 3.806e-03, eta: 1 day, 3:35:02, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8141, loss_cls: 1.6408, loss: 1.6408, grad_norm: 6.5491 2020-08-07 03:09:09,536 - mmaction - INFO - Epoch [225][2760/3757] lr: 3.806e-03, eta: 1 day, 3:34:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7898, loss_cls: 1.8033, loss: 1.8033, grad_norm: 7.0701 2020-08-07 03:09:25,343 - mmaction - INFO - Epoch [225][2780/3757] lr: 3.806e-03, eta: 1 day, 3:34:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8000, loss_cls: 1.6822, loss: 1.6822, grad_norm: 6.5476 2020-08-07 03:09:41,167 - mmaction - INFO - Epoch [225][2800/3757] lr: 3.806e-03, eta: 1 day, 3:34:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8102, loss_cls: 1.6934, loss: 1.6934, grad_norm: 6.6771 2020-08-07 03:09:57,011 - mmaction - INFO - Epoch [225][2820/3757] lr: 3.806e-03, eta: 1 day, 3:33:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5906, top5_acc: 0.7961, loss_cls: 1.7534, loss: 1.7534, grad_norm: 6.7343 2020-08-07 03:10:12,857 - mmaction - INFO - Epoch [225][2840/3757] lr: 3.806e-03, eta: 1 day, 3:33:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5992, top5_acc: 0.7969, loss_cls: 1.6911, loss: 1.6911, grad_norm: 6.6777 2020-08-07 03:10:28,649 - mmaction - INFO - Epoch [225][2860/3757] lr: 3.806e-03, eta: 1 day, 3:33:18, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7596, loss: 1.7596, grad_norm: 6.8255 2020-08-07 03:10:44,415 - mmaction - INFO - Epoch [225][2880/3757] lr: 3.806e-03, eta: 1 day, 3:33:01, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7922, loss_cls: 1.7723, loss: 1.7723, grad_norm: 6.7835 2020-08-07 03:11:00,232 - mmaction - INFO - Epoch [225][2900/3757] lr: 3.806e-03, eta: 1 day, 3:32:44, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8133, loss_cls: 1.6763, loss: 1.6763, grad_norm: 6.7019 2020-08-07 03:11:16,085 - mmaction - INFO - Epoch [225][2920/3757] lr: 3.806e-03, eta: 1 day, 3:32:27, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8016, loss_cls: 1.6873, loss: 1.6873, grad_norm: 6.5653 2020-08-07 03:11:31,852 - mmaction - INFO - Epoch [225][2940/3757] lr: 3.806e-03, eta: 1 day, 3:32:09, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8180, loss_cls: 1.6381, loss: 1.6381, grad_norm: 6.6742 2020-08-07 03:11:47,628 - mmaction - INFO - Epoch [225][2960/3757] lr: 3.806e-03, eta: 1 day, 3:31:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8117, loss_cls: 1.7171, loss: 1.7171, grad_norm: 6.7910 2020-08-07 03:12:03,427 - mmaction - INFO - Epoch [225][2980/3757] lr: 3.806e-03, eta: 1 day, 3:31:35, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5883, top5_acc: 0.8187, loss_cls: 1.7018, loss: 1.7018, grad_norm: 7.1036 2020-08-07 03:12:19,201 - mmaction - INFO - Epoch [225][3000/3757] lr: 3.806e-03, eta: 1 day, 3:31:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8031, loss_cls: 1.7625, loss: 1.7625, grad_norm: 6.7816 2020-08-07 03:12:35,051 - mmaction - INFO - Epoch [225][3020/3757] lr: 3.806e-03, eta: 1 day, 3:31:00, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5828, top5_acc: 0.8016, loss_cls: 1.7577, loss: 1.7577, grad_norm: 6.7704 2020-08-07 03:12:50,901 - mmaction - INFO - Epoch [225][3040/3757] lr: 3.806e-03, eta: 1 day, 3:30:43, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8086, loss_cls: 1.7039, loss: 1.7039, grad_norm: 6.6885 2020-08-07 03:13:06,585 - mmaction - INFO - Epoch [225][3060/3757] lr: 3.806e-03, eta: 1 day, 3:30:26, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8172, loss_cls: 1.7000, loss: 1.7000, grad_norm: 6.8650 2020-08-07 03:13:22,317 - mmaction - INFO - Epoch [225][3080/3757] lr: 3.806e-03, eta: 1 day, 3:30:08, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8016, loss_cls: 1.7271, loss: 1.7271, grad_norm: 6.8095 2020-08-07 03:13:38,179 - mmaction - INFO - Epoch [225][3100/3757] lr: 3.806e-03, eta: 1 day, 3:29:51, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7977, loss_cls: 1.7391, loss: 1.7391, grad_norm: 6.9853 2020-08-07 03:13:53,961 - mmaction - INFO - Epoch [225][3120/3757] lr: 3.806e-03, eta: 1 day, 3:29:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5852, top5_acc: 0.7969, loss_cls: 1.7533, loss: 1.7533, grad_norm: 6.8148 2020-08-07 03:14:09,741 - mmaction - INFO - Epoch [225][3140/3757] lr: 3.806e-03, eta: 1 day, 3:29:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8156, loss_cls: 1.6852, loss: 1.6852, grad_norm: 6.8280 2020-08-07 03:14:25,527 - mmaction - INFO - Epoch [225][3160/3757] lr: 3.806e-03, eta: 1 day, 3:28:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8203, loss_cls: 1.6680, loss: 1.6680, grad_norm: 6.7650 2020-08-07 03:14:41,331 - mmaction - INFO - Epoch [225][3180/3757] lr: 3.806e-03, eta: 1 day, 3:28:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5773, top5_acc: 0.8086, loss_cls: 1.7617, loss: 1.7617, grad_norm: 7.0233 2020-08-07 03:14:57,209 - mmaction - INFO - Epoch [225][3200/3757] lr: 3.806e-03, eta: 1 day, 3:28:25, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8227, loss_cls: 1.6485, loss: 1.6485, grad_norm: 6.6702 2020-08-07 03:15:13,059 - mmaction - INFO - Epoch [225][3220/3757] lr: 3.806e-03, eta: 1 day, 3:28:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.7343, loss: 1.7343, grad_norm: 6.9337 2020-08-07 03:15:28,839 - mmaction - INFO - Epoch [225][3240/3757] lr: 3.806e-03, eta: 1 day, 3:27:50, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8086, loss_cls: 1.6925, loss: 1.6925, grad_norm: 6.5494 2020-08-07 03:15:44,536 - mmaction - INFO - Epoch [225][3260/3757] lr: 3.806e-03, eta: 1 day, 3:27:33, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8234, loss_cls: 1.6685, loss: 1.6685, grad_norm: 6.9431 2020-08-07 03:16:00,373 - mmaction - INFO - Epoch [225][3280/3757] lr: 3.806e-03, eta: 1 day, 3:27:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5969, top5_acc: 0.7977, loss_cls: 1.7482, loss: 1.7482, grad_norm: 6.9485 2020-08-07 03:16:16,104 - mmaction - INFO - Epoch [225][3300/3757] lr: 3.806e-03, eta: 1 day, 3:26:59, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8203, loss_cls: 1.6032, loss: 1.6032, grad_norm: 6.3397 2020-08-07 03:16:31,921 - mmaction - INFO - Epoch [225][3320/3757] lr: 3.806e-03, eta: 1 day, 3:26:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7984, loss_cls: 1.7350, loss: 1.7350, grad_norm: 6.8002 2020-08-07 03:16:47,734 - mmaction - INFO - Epoch [225][3340/3757] lr: 3.806e-03, eta: 1 day, 3:26:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8047, loss_cls: 1.6763, loss: 1.6763, grad_norm: 6.8048 2020-08-07 03:17:03,483 - mmaction - INFO - Epoch [225][3360/3757] lr: 3.806e-03, eta: 1 day, 3:26:07, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.5859, top5_acc: 0.7961, loss_cls: 1.7757, loss: 1.7757, grad_norm: 7.0231 2020-08-07 03:17:19,328 - mmaction - INFO - Epoch [225][3380/3757] lr: 3.806e-03, eta: 1 day, 3:25:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5680, top5_acc: 0.8078, loss_cls: 1.7728, loss: 1.7728, grad_norm: 6.7887 2020-08-07 03:17:35,086 - mmaction - INFO - Epoch [225][3400/3757] lr: 3.806e-03, eta: 1 day, 3:25:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8164, loss_cls: 1.6869, loss: 1.6869, grad_norm: 6.7042 2020-08-07 03:17:50,819 - mmaction - INFO - Epoch [225][3420/3757] lr: 3.806e-03, eta: 1 day, 3:25:15, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7836, loss_cls: 1.7632, loss: 1.7632, grad_norm: 6.8009 2020-08-07 03:18:06,600 - mmaction - INFO - Epoch [225][3440/3757] lr: 3.806e-03, eta: 1 day, 3:24:58, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8078, loss_cls: 1.7035, loss: 1.7035, grad_norm: 6.8428 2020-08-07 03:18:22,453 - mmaction - INFO - Epoch [225][3460/3757] lr: 3.806e-03, eta: 1 day, 3:24:41, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5867, top5_acc: 0.8117, loss_cls: 1.6838, loss: 1.6838, grad_norm: 6.6944 2020-08-07 03:18:38,246 - mmaction - INFO - Epoch [225][3480/3757] lr: 3.806e-03, eta: 1 day, 3:24:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5672, top5_acc: 0.8094, loss_cls: 1.7508, loss: 1.7508, grad_norm: 6.8355 2020-08-07 03:18:54,004 - mmaction - INFO - Epoch [225][3500/3757] lr: 3.806e-03, eta: 1 day, 3:24:06, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8117, loss_cls: 1.7105, loss: 1.7105, grad_norm: 6.8933 2020-08-07 03:19:09,853 - mmaction - INFO - Epoch [225][3520/3757] lr: 3.806e-03, eta: 1 day, 3:23:49, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5492, top5_acc: 0.7969, loss_cls: 1.8433, loss: 1.8433, grad_norm: 7.1445 2020-08-07 03:19:25,641 - mmaction - INFO - Epoch [225][3540/3757] lr: 3.806e-03, eta: 1 day, 3:23:32, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7977, loss: 1.7977, grad_norm: 6.9921 2020-08-07 03:19:41,407 - mmaction - INFO - Epoch [225][3560/3757] lr: 3.806e-03, eta: 1 day, 3:23:14, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8008, loss_cls: 1.7217, loss: 1.7217, grad_norm: 6.7295 2020-08-07 03:19:57,180 - mmaction - INFO - Epoch [225][3580/3757] lr: 3.806e-03, eta: 1 day, 3:22:57, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5563, top5_acc: 0.7703, loss_cls: 1.8540, loss: 1.8540, grad_norm: 6.9337 2020-08-07 03:20:12,983 - mmaction - INFO - Epoch [225][3600/3757] lr: 3.806e-03, eta: 1 day, 3:22:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5859, top5_acc: 0.8031, loss_cls: 1.7266, loss: 1.7266, grad_norm: 6.5926 2020-08-07 03:20:28,809 - mmaction - INFO - Epoch [225][3620/3757] lr: 3.806e-03, eta: 1 day, 3:22:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8109, loss_cls: 1.6815, loss: 1.6815, grad_norm: 6.5947 2020-08-07 03:20:44,636 - mmaction - INFO - Epoch [225][3640/3757] lr: 3.806e-03, eta: 1 day, 3:22:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8211, loss_cls: 1.6624, loss: 1.6624, grad_norm: 6.7250 2020-08-07 03:21:00,431 - mmaction - INFO - Epoch [225][3660/3757] lr: 3.806e-03, eta: 1 day, 3:21:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5961, top5_acc: 0.7914, loss_cls: 1.6997, loss: 1.6997, grad_norm: 6.5734 2020-08-07 03:21:16,245 - mmaction - INFO - Epoch [225][3680/3757] lr: 3.806e-03, eta: 1 day, 3:21:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5945, top5_acc: 0.7992, loss_cls: 1.7235, loss: 1.7235, grad_norm: 6.8421 2020-08-07 03:21:32,093 - mmaction - INFO - Epoch [225][3700/3757] lr: 3.806e-03, eta: 1 day, 3:21:14, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5844, top5_acc: 0.8187, loss_cls: 1.6675, loss: 1.6675, grad_norm: 6.7759 2020-08-07 03:21:47,870 - mmaction - INFO - Epoch [225][3720/3757] lr: 3.806e-03, eta: 1 day, 3:20:56, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7859, loss_cls: 1.8105, loss: 1.8105, grad_norm: 6.9823 2020-08-07 03:22:03,659 - mmaction - INFO - Epoch [225][3740/3757] lr: 3.806e-03, eta: 1 day, 3:20:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5992, top5_acc: 0.7984, loss_cls: 1.7189, loss: 1.7189, grad_norm: 6.6301 2020-08-07 03:24:53,464 - mmaction - INFO - Epoch [226][20/3757] lr: 3.575e-03, eta: 1 day, 3:20:45, time: 7.443, data_time: 6.603, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8164, loss_cls: 1.6927, loss: 1.6927, grad_norm: 6.7639 2020-08-07 03:25:09,291 - mmaction - INFO - Epoch [226][40/3757] lr: 3.575e-03, eta: 1 day, 3:20:28, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8063, loss_cls: 1.7051, loss: 1.7051, grad_norm: 6.6481 2020-08-07 03:25:25,097 - mmaction - INFO - Epoch [226][60/3757] lr: 3.575e-03, eta: 1 day, 3:20:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8117, loss_cls: 1.6790, loss: 1.6790, grad_norm: 6.5477 2020-08-07 03:25:40,993 - mmaction - INFO - Epoch [226][80/3757] lr: 3.575e-03, eta: 1 day, 3:19:54, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8086, loss_cls: 1.7043, loss: 1.7043, grad_norm: 6.8362 2020-08-07 03:25:56,818 - mmaction - INFO - Epoch [226][100/3757] lr: 3.575e-03, eta: 1 day, 3:19:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8078, loss_cls: 1.7141, loss: 1.7141, grad_norm: 6.6999 2020-08-07 03:26:12,691 - mmaction - INFO - Epoch [226][120/3757] lr: 3.575e-03, eta: 1 day, 3:19:19, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8273, loss_cls: 1.6013, loss: 1.6013, grad_norm: 6.4628 2020-08-07 03:26:28,509 - mmaction - INFO - Epoch [226][140/3757] lr: 3.575e-03, eta: 1 day, 3:19:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8109, loss_cls: 1.7116, loss: 1.7116, grad_norm: 6.7366 2020-08-07 03:26:44,316 - mmaction - INFO - Epoch [226][160/3757] lr: 3.575e-03, eta: 1 day, 3:18:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8180, loss_cls: 1.6700, loss: 1.6700, grad_norm: 6.7666 2020-08-07 03:27:00,072 - mmaction - INFO - Epoch [226][180/3757] lr: 3.575e-03, eta: 1 day, 3:18:27, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5953, top5_acc: 0.7953, loss_cls: 1.7405, loss: 1.7405, grad_norm: 6.8016 2020-08-07 03:27:15,866 - mmaction - INFO - Epoch [226][200/3757] lr: 3.575e-03, eta: 1 day, 3:18:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8023, loss_cls: 1.6853, loss: 1.6853, grad_norm: 6.8243 2020-08-07 03:27:31,731 - mmaction - INFO - Epoch [226][220/3757] lr: 3.575e-03, eta: 1 day, 3:17:53, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8070, loss_cls: 1.7005, loss: 1.7005, grad_norm: 6.6389 2020-08-07 03:27:47,418 - mmaction - INFO - Epoch [226][240/3757] lr: 3.575e-03, eta: 1 day, 3:17:35, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8266, loss_cls: 1.6318, loss: 1.6318, grad_norm: 6.7996 2020-08-07 03:28:03,318 - mmaction - INFO - Epoch [226][260/3757] lr: 3.575e-03, eta: 1 day, 3:17:18, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8180, loss_cls: 1.6113, loss: 1.6113, grad_norm: 6.5903 2020-08-07 03:28:19,145 - mmaction - INFO - Epoch [226][280/3757] lr: 3.575e-03, eta: 1 day, 3:17:01, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8187, loss_cls: 1.6812, loss: 1.6812, grad_norm: 6.8925 2020-08-07 03:28:34,926 - mmaction - INFO - Epoch [226][300/3757] lr: 3.575e-03, eta: 1 day, 3:16:44, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.7423, loss: 1.7423, grad_norm: 7.0066 2020-08-07 03:28:50,726 - mmaction - INFO - Epoch [226][320/3757] lr: 3.575e-03, eta: 1 day, 3:16:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5930, top5_acc: 0.8102, loss_cls: 1.7245, loss: 1.7245, grad_norm: 6.7040 2020-08-07 03:29:06,541 - mmaction - INFO - Epoch [226][340/3757] lr: 3.575e-03, eta: 1 day, 3:16:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5891, top5_acc: 0.7922, loss_cls: 1.7433, loss: 1.7433, grad_norm: 7.0030 2020-08-07 03:29:22,416 - mmaction - INFO - Epoch [226][360/3757] lr: 3.575e-03, eta: 1 day, 3:15:52, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8031, loss_cls: 1.7054, loss: 1.7054, grad_norm: 6.7555 2020-08-07 03:29:38,252 - mmaction - INFO - Epoch [226][380/3757] lr: 3.575e-03, eta: 1 day, 3:15:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.7859, loss_cls: 1.7625, loss: 1.7625, grad_norm: 6.7067 2020-08-07 03:29:54,034 - mmaction - INFO - Epoch [226][400/3757] lr: 3.575e-03, eta: 1 day, 3:15:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5813, top5_acc: 0.8008, loss_cls: 1.7431, loss: 1.7431, grad_norm: 7.0924 2020-08-07 03:30:09,876 - mmaction - INFO - Epoch [226][420/3757] lr: 3.575e-03, eta: 1 day, 3:15:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5898, top5_acc: 0.7984, loss_cls: 1.7202, loss: 1.7202, grad_norm: 6.7209 2020-08-07 03:30:25,687 - mmaction - INFO - Epoch [226][440/3757] lr: 3.575e-03, eta: 1 day, 3:14:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8203, loss_cls: 1.6313, loss: 1.6313, grad_norm: 6.7189 2020-08-07 03:30:41,455 - mmaction - INFO - Epoch [226][460/3757] lr: 3.575e-03, eta: 1 day, 3:14:26, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8156, loss_cls: 1.6496, loss: 1.6496, grad_norm: 6.7804 2020-08-07 03:30:57,209 - mmaction - INFO - Epoch [226][480/3757] lr: 3.575e-03, eta: 1 day, 3:14:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8148, loss_cls: 1.6137, loss: 1.6137, grad_norm: 6.7705 2020-08-07 03:31:12,978 - mmaction - INFO - Epoch [226][500/3757] lr: 3.575e-03, eta: 1 day, 3:13:51, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8234, loss_cls: 1.5913, loss: 1.5913, grad_norm: 6.6585 2020-08-07 03:31:28,753 - mmaction - INFO - Epoch [226][520/3757] lr: 3.575e-03, eta: 1 day, 3:13:34, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8117, loss_cls: 1.7072, loss: 1.7072, grad_norm: 6.9558 2020-08-07 03:31:44,558 - mmaction - INFO - Epoch [226][540/3757] lr: 3.575e-03, eta: 1 day, 3:13:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8094, loss_cls: 1.7123, loss: 1.7123, grad_norm: 7.0378 2020-08-07 03:32:00,388 - mmaction - INFO - Epoch [226][560/3757] lr: 3.575e-03, eta: 1 day, 3:12:59, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7984, loss_cls: 1.7443, loss: 1.7443, grad_norm: 6.8651 2020-08-07 03:32:16,197 - mmaction - INFO - Epoch [226][580/3757] lr: 3.575e-03, eta: 1 day, 3:12:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8313, loss_cls: 1.6091, loss: 1.6091, grad_norm: 6.7696 2020-08-07 03:32:32,001 - mmaction - INFO - Epoch [226][600/3757] lr: 3.575e-03, eta: 1 day, 3:12:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5891, top5_acc: 0.8063, loss_cls: 1.7430, loss: 1.7430, grad_norm: 7.0430 2020-08-07 03:32:47,831 - mmaction - INFO - Epoch [226][620/3757] lr: 3.575e-03, eta: 1 day, 3:12:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8109, loss_cls: 1.6887, loss: 1.6887, grad_norm: 6.8410 2020-08-07 03:33:03,658 - mmaction - INFO - Epoch [226][640/3757] lr: 3.575e-03, eta: 1 day, 3:11:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8102, loss_cls: 1.7129, loss: 1.7129, grad_norm: 6.8616 2020-08-07 03:33:19,473 - mmaction - INFO - Epoch [226][660/3757] lr: 3.575e-03, eta: 1 day, 3:11:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8234, loss_cls: 1.6027, loss: 1.6027, grad_norm: 6.5957 2020-08-07 03:33:35,253 - mmaction - INFO - Epoch [226][680/3757] lr: 3.575e-03, eta: 1 day, 3:11:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5867, top5_acc: 0.8141, loss_cls: 1.6895, loss: 1.6895, grad_norm: 6.7105 2020-08-07 03:33:51,004 - mmaction - INFO - Epoch [226][700/3757] lr: 3.575e-03, eta: 1 day, 3:10:59, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6000, top5_acc: 0.7992, loss_cls: 1.7383, loss: 1.7383, grad_norm: 6.5376 2020-08-07 03:34:06,783 - mmaction - INFO - Epoch [226][720/3757] lr: 3.575e-03, eta: 1 day, 3:10:41, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8063, loss_cls: 1.7149, loss: 1.7149, grad_norm: 6.8091 2020-08-07 03:34:22,572 - mmaction - INFO - Epoch [226][740/3757] lr: 3.575e-03, eta: 1 day, 3:10:24, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5898, top5_acc: 0.8211, loss_cls: 1.6606, loss: 1.6606, grad_norm: 6.8580 2020-08-07 03:34:38,313 - mmaction - INFO - Epoch [226][760/3757] lr: 3.575e-03, eta: 1 day, 3:10:07, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8086, loss_cls: 1.7004, loss: 1.7004, grad_norm: 6.9319 2020-08-07 03:34:54,139 - mmaction - INFO - Epoch [226][780/3757] lr: 3.575e-03, eta: 1 day, 3:09:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8195, loss_cls: 1.6791, loss: 1.6791, grad_norm: 6.8430 2020-08-07 03:35:09,961 - mmaction - INFO - Epoch [226][800/3757] lr: 3.575e-03, eta: 1 day, 3:09:32, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5820, top5_acc: 0.8078, loss_cls: 1.6930, loss: 1.6930, grad_norm: 6.9703 2020-08-07 03:35:25,803 - mmaction - INFO - Epoch [226][820/3757] lr: 3.575e-03, eta: 1 day, 3:09:15, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6008, top5_acc: 0.7969, loss_cls: 1.7495, loss: 1.7495, grad_norm: 6.8960 2020-08-07 03:35:41,512 - mmaction - INFO - Epoch [226][840/3757] lr: 3.575e-03, eta: 1 day, 3:08:58, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8047, loss_cls: 1.6974, loss: 1.6974, grad_norm: 6.7368 2020-08-07 03:35:57,353 - mmaction - INFO - Epoch [226][860/3757] lr: 3.575e-03, eta: 1 day, 3:08:41, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8195, loss_cls: 1.6601, loss: 1.6601, grad_norm: 6.8199 2020-08-07 03:36:13,097 - mmaction - INFO - Epoch [226][880/3757] lr: 3.575e-03, eta: 1 day, 3:08:23, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8063, loss_cls: 1.6711, loss: 1.6711, grad_norm: 6.7507 2020-08-07 03:36:29,009 - mmaction - INFO - Epoch [226][900/3757] lr: 3.575e-03, eta: 1 day, 3:08:06, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8328, loss_cls: 1.5800, loss: 1.5800, grad_norm: 6.5744 2020-08-07 03:36:44,932 - mmaction - INFO - Epoch [226][920/3757] lr: 3.575e-03, eta: 1 day, 3:07:49, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8055, loss_cls: 1.7497, loss: 1.7497, grad_norm: 6.8019 2020-08-07 03:37:00,741 - mmaction - INFO - Epoch [226][940/3757] lr: 3.575e-03, eta: 1 day, 3:07:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5906, top5_acc: 0.7953, loss_cls: 1.7557, loss: 1.7557, grad_norm: 6.8397 2020-08-07 03:37:16,577 - mmaction - INFO - Epoch [226][960/3757] lr: 3.575e-03, eta: 1 day, 3:07:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.6098, loss: 1.6098, grad_norm: 6.6995 2020-08-07 03:37:32,346 - mmaction - INFO - Epoch [226][980/3757] lr: 3.575e-03, eta: 1 day, 3:06:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5883, top5_acc: 0.7992, loss_cls: 1.7577, loss: 1.7577, grad_norm: 7.1006 2020-08-07 03:37:48,128 - mmaction - INFO - Epoch [226][1000/3757] lr: 3.575e-03, eta: 1 day, 3:06:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8234, loss_cls: 1.5917, loss: 1.5917, grad_norm: 6.5220 2020-08-07 03:38:03,891 - mmaction - INFO - Epoch [226][1020/3757] lr: 3.575e-03, eta: 1 day, 3:06:23, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8141, loss_cls: 1.7080, loss: 1.7080, grad_norm: 6.8368 2020-08-07 03:38:19,686 - mmaction - INFO - Epoch [226][1040/3757] lr: 3.575e-03, eta: 1 day, 3:06:05, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8078, loss_cls: 1.6759, loss: 1.6759, grad_norm: 6.7261 2020-08-07 03:38:35,495 - mmaction - INFO - Epoch [226][1060/3757] lr: 3.575e-03, eta: 1 day, 3:05:48, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5867, top5_acc: 0.8039, loss_cls: 1.7540, loss: 1.7540, grad_norm: 6.6800 2020-08-07 03:38:51,221 - mmaction - INFO - Epoch [226][1080/3757] lr: 3.575e-03, eta: 1 day, 3:05:31, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7859, loss_cls: 1.8142, loss: 1.8142, grad_norm: 7.1137 2020-08-07 03:39:07,095 - mmaction - INFO - Epoch [226][1100/3757] lr: 3.575e-03, eta: 1 day, 3:05:13, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8031, loss_cls: 1.7161, loss: 1.7161, grad_norm: 6.8809 2020-08-07 03:39:22,880 - mmaction - INFO - Epoch [226][1120/3757] lr: 3.575e-03, eta: 1 day, 3:04:56, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8219, loss_cls: 1.6745, loss: 1.6745, grad_norm: 6.7940 2020-08-07 03:39:38,669 - mmaction - INFO - Epoch [226][1140/3757] lr: 3.575e-03, eta: 1 day, 3:04:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8281, loss_cls: 1.6309, loss: 1.6309, grad_norm: 6.6671 2020-08-07 03:39:54,513 - mmaction - INFO - Epoch [226][1160/3757] lr: 3.575e-03, eta: 1 day, 3:04:22, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7898, loss_cls: 1.7788, loss: 1.7788, grad_norm: 6.8767 2020-08-07 03:40:10,291 - mmaction - INFO - Epoch [226][1180/3757] lr: 3.575e-03, eta: 1 day, 3:04:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8172, loss_cls: 1.6484, loss: 1.6484, grad_norm: 6.6785 2020-08-07 03:40:26,088 - mmaction - INFO - Epoch [226][1200/3757] lr: 3.575e-03, eta: 1 day, 3:03:47, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8109, loss_cls: 1.7125, loss: 1.7125, grad_norm: 6.8722 2020-08-07 03:40:41,939 - mmaction - INFO - Epoch [226][1220/3757] lr: 3.575e-03, eta: 1 day, 3:03:30, time: 0.792, data_time: 0.009, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8172, loss_cls: 1.5992, loss: 1.5992, grad_norm: 6.6284 2020-08-07 03:40:57,817 - mmaction - INFO - Epoch [226][1240/3757] lr: 3.575e-03, eta: 1 day, 3:03:13, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5930, top5_acc: 0.8102, loss_cls: 1.6709, loss: 1.6709, grad_norm: 6.8218 2020-08-07 03:41:13,587 - mmaction - INFO - Epoch [226][1260/3757] lr: 3.575e-03, eta: 1 day, 3:02:55, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5695, top5_acc: 0.7789, loss_cls: 1.8042, loss: 1.8042, grad_norm: 7.0744 2020-08-07 03:41:29,336 - mmaction - INFO - Epoch [226][1280/3757] lr: 3.575e-03, eta: 1 day, 3:02:38, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8289, loss_cls: 1.6252, loss: 1.6252, grad_norm: 6.8578 2020-08-07 03:41:45,088 - mmaction - INFO - Epoch [226][1300/3757] lr: 3.575e-03, eta: 1 day, 3:02:21, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8266, loss_cls: 1.6174, loss: 1.6174, grad_norm: 6.8550 2020-08-07 03:42:00,935 - mmaction - INFO - Epoch [226][1320/3757] lr: 3.575e-03, eta: 1 day, 3:02:04, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8016, loss_cls: 1.7323, loss: 1.7323, grad_norm: 7.1307 2020-08-07 03:42:16,757 - mmaction - INFO - Epoch [226][1340/3757] lr: 3.575e-03, eta: 1 day, 3:01:46, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8008, loss_cls: 1.7147, loss: 1.7147, grad_norm: 7.1426 2020-08-07 03:42:32,512 - mmaction - INFO - Epoch [226][1360/3757] lr: 3.575e-03, eta: 1 day, 3:01:29, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8266, loss_cls: 1.5992, loss: 1.5992, grad_norm: 6.6845 2020-08-07 03:42:48,297 - mmaction - INFO - Epoch [226][1380/3757] lr: 3.575e-03, eta: 1 day, 3:01:12, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.8141, loss_cls: 1.7874, loss: 1.7874, grad_norm: 6.9685 2020-08-07 03:43:04,061 - mmaction - INFO - Epoch [226][1400/3757] lr: 3.575e-03, eta: 1 day, 3:00:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5961, top5_acc: 0.7984, loss_cls: 1.7218, loss: 1.7218, grad_norm: 6.8679 2020-08-07 03:43:19,888 - mmaction - INFO - Epoch [226][1420/3757] lr: 3.575e-03, eta: 1 day, 3:00:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8266, loss_cls: 1.6175, loss: 1.6175, grad_norm: 6.7454 2020-08-07 03:43:35,677 - mmaction - INFO - Epoch [226][1440/3757] lr: 3.575e-03, eta: 1 day, 3:00:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8016, loss_cls: 1.6871, loss: 1.6871, grad_norm: 6.7146 2020-08-07 03:43:51,432 - mmaction - INFO - Epoch [226][1460/3757] lr: 3.575e-03, eta: 1 day, 3:00:03, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6008, top5_acc: 0.7805, loss_cls: 1.8028, loss: 1.8028, grad_norm: 6.8389 2020-08-07 03:44:07,228 - mmaction - INFO - Epoch [226][1480/3757] lr: 3.575e-03, eta: 1 day, 2:59:46, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8141, loss_cls: 1.6441, loss: 1.6441, grad_norm: 6.5989 2020-08-07 03:44:23,002 - mmaction - INFO - Epoch [226][1500/3757] lr: 3.575e-03, eta: 1 day, 2:59:28, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8172, loss_cls: 1.6779, loss: 1.6779, grad_norm: 6.9926 2020-08-07 03:44:38,802 - mmaction - INFO - Epoch [226][1520/3757] lr: 3.575e-03, eta: 1 day, 2:59:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8125, loss_cls: 1.6938, loss: 1.6938, grad_norm: 6.8321 2020-08-07 03:44:54,573 - mmaction - INFO - Epoch [226][1540/3757] lr: 3.575e-03, eta: 1 day, 2:58:54, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7891, loss_cls: 1.7766, loss: 1.7766, grad_norm: 6.8923 2020-08-07 03:45:10,404 - mmaction - INFO - Epoch [226][1560/3757] lr: 3.575e-03, eta: 1 day, 2:58:37, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.5898, top5_acc: 0.8180, loss_cls: 1.6354, loss: 1.6354, grad_norm: 6.7083 2020-08-07 03:45:26,274 - mmaction - INFO - Epoch [226][1580/3757] lr: 3.575e-03, eta: 1 day, 2:58:19, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8172, loss_cls: 1.6114, loss: 1.6114, grad_norm: 6.4822 2020-08-07 03:45:41,951 - mmaction - INFO - Epoch [226][1600/3757] lr: 3.575e-03, eta: 1 day, 2:58:02, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7898, loss_cls: 1.7732, loss: 1.7732, grad_norm: 6.8676 2020-08-07 03:45:57,718 - mmaction - INFO - Epoch [226][1620/3757] lr: 3.575e-03, eta: 1 day, 2:57:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7867, loss_cls: 1.8249, loss: 1.8249, grad_norm: 6.7298 2020-08-07 03:46:13,538 - mmaction - INFO - Epoch [226][1640/3757] lr: 3.575e-03, eta: 1 day, 2:57:28, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6008, top5_acc: 0.7953, loss_cls: 1.7316, loss: 1.7316, grad_norm: 6.7864 2020-08-07 03:46:29,326 - mmaction - INFO - Epoch [226][1660/3757] lr: 3.575e-03, eta: 1 day, 2:57:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8148, loss_cls: 1.6991, loss: 1.6991, grad_norm: 6.7207 2020-08-07 03:46:45,071 - mmaction - INFO - Epoch [226][1680/3757] lr: 3.575e-03, eta: 1 day, 2:56:53, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8094, loss_cls: 1.6417, loss: 1.6417, grad_norm: 6.5815 2020-08-07 03:47:00,926 - mmaction - INFO - Epoch [226][1700/3757] lr: 3.575e-03, eta: 1 day, 2:56:36, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5844, top5_acc: 0.8203, loss_cls: 1.6870, loss: 1.6870, grad_norm: 6.7354 2020-08-07 03:47:16,666 - mmaction - INFO - Epoch [226][1720/3757] lr: 3.575e-03, eta: 1 day, 2:56:19, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8070, loss_cls: 1.7118, loss: 1.7118, grad_norm: 6.7236 2020-08-07 03:47:32,432 - mmaction - INFO - Epoch [226][1740/3757] lr: 3.575e-03, eta: 1 day, 2:56:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8336, loss_cls: 1.5610, loss: 1.5610, grad_norm: 6.6584 2020-08-07 03:47:48,260 - mmaction - INFO - Epoch [226][1760/3757] lr: 3.575e-03, eta: 1 day, 2:55:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5844, top5_acc: 0.8258, loss_cls: 1.6694, loss: 1.6694, grad_norm: 7.0615 2020-08-07 03:48:04,057 - mmaction - INFO - Epoch [226][1780/3757] lr: 3.575e-03, eta: 1 day, 2:55:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8203, loss_cls: 1.6336, loss: 1.6336, grad_norm: 6.7572 2020-08-07 03:48:19,887 - mmaction - INFO - Epoch [226][1800/3757] lr: 3.575e-03, eta: 1 day, 2:55:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.7588, loss: 1.7588, grad_norm: 7.0898 2020-08-07 03:48:35,741 - mmaction - INFO - Epoch [226][1820/3757] lr: 3.575e-03, eta: 1 day, 2:54:52, time: 0.793, data_time: 0.008, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8086, loss_cls: 1.7561, loss: 1.7561, grad_norm: 6.8035 2020-08-07 03:48:51,523 - mmaction - INFO - Epoch [226][1840/3757] lr: 3.575e-03, eta: 1 day, 2:54:35, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5859, top5_acc: 0.7914, loss_cls: 1.7615, loss: 1.7615, grad_norm: 6.7716 2020-08-07 03:49:07,339 - mmaction - INFO - Epoch [226][1860/3757] lr: 3.575e-03, eta: 1 day, 2:54:18, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8156, loss_cls: 1.6676, loss: 1.6676, grad_norm: 6.7978 2020-08-07 03:49:23,101 - mmaction - INFO - Epoch [226][1880/3757] lr: 3.575e-03, eta: 1 day, 2:54:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7992, loss_cls: 1.7484, loss: 1.7484, grad_norm: 6.9410 2020-08-07 03:49:38,904 - mmaction - INFO - Epoch [226][1900/3757] lr: 3.575e-03, eta: 1 day, 2:53:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5969, top5_acc: 0.8133, loss_cls: 1.6678, loss: 1.6678, grad_norm: 6.6247 2020-08-07 03:49:54,678 - mmaction - INFO - Epoch [226][1920/3757] lr: 3.575e-03, eta: 1 day, 2:53:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8156, loss_cls: 1.6738, loss: 1.6738, grad_norm: 6.7150 2020-08-07 03:50:10,477 - mmaction - INFO - Epoch [226][1940/3757] lr: 3.575e-03, eta: 1 day, 2:53:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8156, loss_cls: 1.6327, loss: 1.6327, grad_norm: 6.6693 2020-08-07 03:50:26,298 - mmaction - INFO - Epoch [226][1960/3757] lr: 3.575e-03, eta: 1 day, 2:52:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5984, top5_acc: 0.7969, loss_cls: 1.7331, loss: 1.7331, grad_norm: 6.6037 2020-08-07 03:50:42,110 - mmaction - INFO - Epoch [226][1980/3757] lr: 3.575e-03, eta: 1 day, 2:52:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8180, loss_cls: 1.6481, loss: 1.6481, grad_norm: 6.7747 2020-08-07 03:50:57,989 - mmaction - INFO - Epoch [226][2000/3757] lr: 3.575e-03, eta: 1 day, 2:52:17, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5914, top5_acc: 0.7852, loss_cls: 1.7594, loss: 1.7594, grad_norm: 6.9377 2020-08-07 03:51:13,761 - mmaction - INFO - Epoch [226][2020/3757] lr: 3.575e-03, eta: 1 day, 2:52:00, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8070, loss_cls: 1.6710, loss: 1.6710, grad_norm: 6.8565 2020-08-07 03:51:29,595 - mmaction - INFO - Epoch [226][2040/3757] lr: 3.575e-03, eta: 1 day, 2:51:43, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8242, loss_cls: 1.6262, loss: 1.6262, grad_norm: 6.5956 2020-08-07 03:51:45,484 - mmaction - INFO - Epoch [226][2060/3757] lr: 3.575e-03, eta: 1 day, 2:51:25, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7867, loss_cls: 1.8180, loss: 1.8180, grad_norm: 7.1198 2020-08-07 03:52:01,316 - mmaction - INFO - Epoch [226][2080/3757] lr: 3.575e-03, eta: 1 day, 2:51:08, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8016, loss_cls: 1.7368, loss: 1.7368, grad_norm: 6.8589 2020-08-07 03:52:17,142 - mmaction - INFO - Epoch [226][2100/3757] lr: 3.575e-03, eta: 1 day, 2:50:51, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8117, loss_cls: 1.6622, loss: 1.6622, grad_norm: 6.7735 2020-08-07 03:52:32,922 - mmaction - INFO - Epoch [226][2120/3757] lr: 3.575e-03, eta: 1 day, 2:50:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8148, loss_cls: 1.7066, loss: 1.7066, grad_norm: 6.8275 2020-08-07 03:52:48,775 - mmaction - INFO - Epoch [226][2140/3757] lr: 3.575e-03, eta: 1 day, 2:50:17, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5859, top5_acc: 0.7984, loss_cls: 1.7599, loss: 1.7599, grad_norm: 6.9256 2020-08-07 03:53:04,604 - mmaction - INFO - Epoch [226][2160/3757] lr: 3.575e-03, eta: 1 day, 2:49:59, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.7438, loss: 1.7438, grad_norm: 7.0607 2020-08-07 03:53:20,370 - mmaction - INFO - Epoch [226][2180/3757] lr: 3.575e-03, eta: 1 day, 2:49:42, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8070, loss_cls: 1.7105, loss: 1.7105, grad_norm: 6.8263 2020-08-07 03:53:36,140 - mmaction - INFO - Epoch [226][2200/3757] lr: 3.575e-03, eta: 1 day, 2:49:25, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8063, loss_cls: 1.6491, loss: 1.6491, grad_norm: 6.6342 2020-08-07 03:53:51,907 - mmaction - INFO - Epoch [226][2220/3757] lr: 3.575e-03, eta: 1 day, 2:49:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5789, top5_acc: 0.8063, loss_cls: 1.6956, loss: 1.6956, grad_norm: 6.8541 2020-08-07 03:54:07,676 - mmaction - INFO - Epoch [226][2240/3757] lr: 3.575e-03, eta: 1 day, 2:48:50, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8086, loss_cls: 1.7638, loss: 1.7638, grad_norm: 6.8101 2020-08-07 03:54:23,473 - mmaction - INFO - Epoch [226][2260/3757] lr: 3.575e-03, eta: 1 day, 2:48:33, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8094, loss_cls: 1.7328, loss: 1.7328, grad_norm: 6.8378 2020-08-07 03:54:39,327 - mmaction - INFO - Epoch [226][2280/3757] lr: 3.575e-03, eta: 1 day, 2:48:16, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8086, loss_cls: 1.6790, loss: 1.6790, grad_norm: 6.7059 2020-08-07 03:54:55,081 - mmaction - INFO - Epoch [226][2300/3757] lr: 3.575e-03, eta: 1 day, 2:47:59, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.7961, loss_cls: 1.7660, loss: 1.7660, grad_norm: 6.7616 2020-08-07 03:55:10,900 - mmaction - INFO - Epoch [226][2320/3757] lr: 3.575e-03, eta: 1 day, 2:47:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8109, loss_cls: 1.7037, loss: 1.7037, grad_norm: 6.8601 2020-08-07 03:55:26,659 - mmaction - INFO - Epoch [226][2340/3757] lr: 3.575e-03, eta: 1 day, 2:47:24, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8141, loss_cls: 1.6945, loss: 1.6945, grad_norm: 6.8076 2020-08-07 03:55:42,430 - mmaction - INFO - Epoch [226][2360/3757] lr: 3.575e-03, eta: 1 day, 2:47:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5813, top5_acc: 0.7859, loss_cls: 1.7961, loss: 1.7961, grad_norm: 6.8252 2020-08-07 03:55:58,217 - mmaction - INFO - Epoch [226][2380/3757] lr: 3.575e-03, eta: 1 day, 2:46:50, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5977, top5_acc: 0.7984, loss_cls: 1.6987, loss: 1.6987, grad_norm: 6.9292 2020-08-07 03:56:14,073 - mmaction - INFO - Epoch [226][2400/3757] lr: 3.575e-03, eta: 1 day, 2:46:32, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5836, top5_acc: 0.7898, loss_cls: 1.8111, loss: 1.8111, grad_norm: 7.0267 2020-08-07 03:56:29,834 - mmaction - INFO - Epoch [226][2420/3757] lr: 3.575e-03, eta: 1 day, 2:46:15, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8164, loss_cls: 1.6497, loss: 1.6497, grad_norm: 6.7012 2020-08-07 03:56:45,614 - mmaction - INFO - Epoch [226][2440/3757] lr: 3.575e-03, eta: 1 day, 2:45:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5922, top5_acc: 0.8016, loss_cls: 1.7590, loss: 1.7590, grad_norm: 6.7303 2020-08-07 03:57:01,455 - mmaction - INFO - Epoch [226][2460/3757] lr: 3.575e-03, eta: 1 day, 2:45:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8047, loss_cls: 1.6749, loss: 1.6749, grad_norm: 6.7547 2020-08-07 03:57:17,237 - mmaction - INFO - Epoch [226][2480/3757] lr: 3.575e-03, eta: 1 day, 2:45:23, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5844, top5_acc: 0.8023, loss_cls: 1.7205, loss: 1.7205, grad_norm: 6.9757 2020-08-07 03:57:33,075 - mmaction - INFO - Epoch [226][2500/3757] lr: 3.575e-03, eta: 1 day, 2:45:06, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8227, loss_cls: 1.6938, loss: 1.6938, grad_norm: 6.8275 2020-08-07 03:57:48,888 - mmaction - INFO - Epoch [226][2520/3757] lr: 3.575e-03, eta: 1 day, 2:44:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8102, loss_cls: 1.6979, loss: 1.6979, grad_norm: 6.7998 2020-08-07 03:58:04,662 - mmaction - INFO - Epoch [226][2540/3757] lr: 3.575e-03, eta: 1 day, 2:44:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5695, top5_acc: 0.8063, loss_cls: 1.7923, loss: 1.7923, grad_norm: 7.1303 2020-08-07 03:58:20,388 - mmaction - INFO - Epoch [226][2560/3757] lr: 3.575e-03, eta: 1 day, 2:44:14, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8109, loss_cls: 1.6880, loss: 1.6880, grad_norm: 6.6383 2020-08-07 03:58:36,164 - mmaction - INFO - Epoch [226][2580/3757] lr: 3.575e-03, eta: 1 day, 2:43:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8070, loss_cls: 1.7270, loss: 1.7270, grad_norm: 6.7359 2020-08-07 03:58:51,918 - mmaction - INFO - Epoch [226][2600/3757] lr: 3.575e-03, eta: 1 day, 2:43:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8055, loss_cls: 1.6873, loss: 1.6873, grad_norm: 6.6154 2020-08-07 03:59:07,720 - mmaction - INFO - Epoch [226][2620/3757] lr: 3.575e-03, eta: 1 day, 2:43:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5891, top5_acc: 0.8078, loss_cls: 1.7438, loss: 1.7438, grad_norm: 6.8251 2020-08-07 03:59:23,501 - mmaction - INFO - Epoch [226][2640/3757] lr: 3.575e-03, eta: 1 day, 2:43:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8094, loss_cls: 1.6827, loss: 1.6827, grad_norm: 6.7193 2020-08-07 03:59:39,296 - mmaction - INFO - Epoch [226][2660/3757] lr: 3.575e-03, eta: 1 day, 2:42:48, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7937, loss_cls: 1.7926, loss: 1.7926, grad_norm: 6.9475 2020-08-07 03:59:55,157 - mmaction - INFO - Epoch [226][2680/3757] lr: 3.575e-03, eta: 1 day, 2:42:31, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5883, top5_acc: 0.7883, loss_cls: 1.7666, loss: 1.7666, grad_norm: 6.8356 2020-08-07 04:00:14,827 - mmaction - INFO - Epoch [226][2700/3757] lr: 3.575e-03, eta: 1 day, 2:42:15, time: 0.982, data_time: 0.013, memory: 6192, top1_acc: 0.5984, top5_acc: 0.7984, loss_cls: 1.7581, loss: 1.7581, grad_norm: 6.8460 2020-08-07 04:00:30,651 - mmaction - INFO - Epoch [226][2720/3757] lr: 3.575e-03, eta: 1 day, 2:41:58, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8187, loss_cls: 1.6730, loss: 1.6730, grad_norm: 6.7651 2020-08-07 04:00:46,572 - mmaction - INFO - Epoch [226][2740/3757] lr: 3.575e-03, eta: 1 day, 2:41:40, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8078, loss_cls: 1.6987, loss: 1.6987, grad_norm: 6.8301 2020-08-07 04:01:02,408 - mmaction - INFO - Epoch [226][2760/3757] lr: 3.575e-03, eta: 1 day, 2:41:23, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8289, loss_cls: 1.6375, loss: 1.6375, grad_norm: 6.7121 2020-08-07 04:01:18,239 - mmaction - INFO - Epoch [226][2780/3757] lr: 3.575e-03, eta: 1 day, 2:41:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8156, loss_cls: 1.6297, loss: 1.6297, grad_norm: 6.6864 2020-08-07 04:01:33,992 - mmaction - INFO - Epoch [226][2800/3757] lr: 3.575e-03, eta: 1 day, 2:40:49, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8031, loss_cls: 1.7386, loss: 1.7386, grad_norm: 6.7202 2020-08-07 04:01:49,734 - mmaction - INFO - Epoch [226][2820/3757] lr: 3.575e-03, eta: 1 day, 2:40:31, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5922, top5_acc: 0.8156, loss_cls: 1.7034, loss: 1.7034, grad_norm: 6.9393 2020-08-07 04:02:05,594 - mmaction - INFO - Epoch [226][2840/3757] lr: 3.575e-03, eta: 1 day, 2:40:14, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8172, loss_cls: 1.6393, loss: 1.6393, grad_norm: 6.7529 2020-08-07 04:02:21,526 - mmaction - INFO - Epoch [226][2860/3757] lr: 3.575e-03, eta: 1 day, 2:39:57, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8148, loss_cls: 1.6597, loss: 1.6597, grad_norm: 6.8276 2020-08-07 04:02:37,382 - mmaction - INFO - Epoch [226][2880/3757] lr: 3.575e-03, eta: 1 day, 2:39:40, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7961, loss_cls: 1.7813, loss: 1.7813, grad_norm: 7.1554 2020-08-07 04:02:53,194 - mmaction - INFO - Epoch [226][2900/3757] lr: 3.575e-03, eta: 1 day, 2:39:23, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8156, loss_cls: 1.6313, loss: 1.6313, grad_norm: 6.7100 2020-08-07 04:03:08,942 - mmaction - INFO - Epoch [226][2920/3757] lr: 3.575e-03, eta: 1 day, 2:39:05, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8078, loss_cls: 1.6207, loss: 1.6207, grad_norm: 6.5798 2020-08-07 04:03:24,735 - mmaction - INFO - Epoch [226][2940/3757] lr: 3.575e-03, eta: 1 day, 2:38:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5836, top5_acc: 0.8133, loss_cls: 1.7110, loss: 1.7110, grad_norm: 6.7934 2020-08-07 04:03:40,550 - mmaction - INFO - Epoch [226][2960/3757] lr: 3.575e-03, eta: 1 day, 2:38:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8172, loss_cls: 1.6473, loss: 1.6473, grad_norm: 6.7597 2020-08-07 04:03:56,312 - mmaction - INFO - Epoch [226][2980/3757] lr: 3.575e-03, eta: 1 day, 2:38:14, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5883, top5_acc: 0.7930, loss_cls: 1.7766, loss: 1.7766, grad_norm: 7.0189 2020-08-07 04:04:12,076 - mmaction - INFO - Epoch [226][3000/3757] lr: 3.575e-03, eta: 1 day, 2:37:56, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5867, top5_acc: 0.8008, loss_cls: 1.7327, loss: 1.7327, grad_norm: 6.9956 2020-08-07 04:04:27,911 - mmaction - INFO - Epoch [226][3020/3757] lr: 3.575e-03, eta: 1 day, 2:37:39, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5977, top5_acc: 0.7969, loss_cls: 1.7224, loss: 1.7224, grad_norm: 6.7631 2020-08-07 04:04:43,726 - mmaction - INFO - Epoch [226][3040/3757] lr: 3.575e-03, eta: 1 day, 2:37:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7961, loss_cls: 1.8170, loss: 1.8170, grad_norm: 7.0559 2020-08-07 04:04:59,534 - mmaction - INFO - Epoch [226][3060/3757] lr: 3.575e-03, eta: 1 day, 2:37:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8023, loss_cls: 1.7493, loss: 1.7493, grad_norm: 6.8201 2020-08-07 04:05:15,398 - mmaction - INFO - Epoch [226][3080/3757] lr: 3.575e-03, eta: 1 day, 2:36:47, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8070, loss_cls: 1.6937, loss: 1.6937, grad_norm: 6.7345 2020-08-07 04:05:31,081 - mmaction - INFO - Epoch [226][3100/3757] lr: 3.575e-03, eta: 1 day, 2:36:30, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8000, loss_cls: 1.7106, loss: 1.7106, grad_norm: 6.9346 2020-08-07 04:05:46,889 - mmaction - INFO - Epoch [226][3120/3757] lr: 3.575e-03, eta: 1 day, 2:36:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5883, top5_acc: 0.7992, loss_cls: 1.7388, loss: 1.7388, grad_norm: 6.8873 2020-08-07 04:06:02,682 - mmaction - INFO - Epoch [226][3140/3757] lr: 3.575e-03, eta: 1 day, 2:35:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8141, loss_cls: 1.6537, loss: 1.6537, grad_norm: 6.7850 2020-08-07 04:06:18,431 - mmaction - INFO - Epoch [226][3160/3757] lr: 3.575e-03, eta: 1 day, 2:35:38, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8102, loss_cls: 1.6661, loss: 1.6661, grad_norm: 6.7838 2020-08-07 04:06:34,231 - mmaction - INFO - Epoch [226][3180/3757] lr: 3.575e-03, eta: 1 day, 2:35:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8219, loss_cls: 1.5785, loss: 1.5785, grad_norm: 6.6408 2020-08-07 04:06:50,040 - mmaction - INFO - Epoch [226][3200/3757] lr: 3.575e-03, eta: 1 day, 2:35:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.6959, loss: 1.6959, grad_norm: 6.8912 2020-08-07 04:07:05,810 - mmaction - INFO - Epoch [226][3220/3757] lr: 3.575e-03, eta: 1 day, 2:34:47, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5875, top5_acc: 0.8117, loss_cls: 1.7244, loss: 1.7244, grad_norm: 6.9960 2020-08-07 04:07:21,693 - mmaction - INFO - Epoch [226][3240/3757] lr: 3.575e-03, eta: 1 day, 2:34:29, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8148, loss_cls: 1.6026, loss: 1.6026, grad_norm: 6.8600 2020-08-07 04:07:37,505 - mmaction - INFO - Epoch [226][3260/3757] lr: 3.575e-03, eta: 1 day, 2:34:12, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7906, loss_cls: 1.7996, loss: 1.7996, grad_norm: 7.0960 2020-08-07 04:07:53,305 - mmaction - INFO - Epoch [226][3280/3757] lr: 3.575e-03, eta: 1 day, 2:33:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5781, top5_acc: 0.7992, loss_cls: 1.7326, loss: 1.7326, grad_norm: 6.9452 2020-08-07 04:08:09,163 - mmaction - INFO - Epoch [226][3300/3757] lr: 3.575e-03, eta: 1 day, 2:33:38, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8000, loss_cls: 1.7114, loss: 1.7114, grad_norm: 6.6169 2020-08-07 04:08:24,934 - mmaction - INFO - Epoch [226][3320/3757] lr: 3.575e-03, eta: 1 day, 2:33:21, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5859, top5_acc: 0.7953, loss_cls: 1.7971, loss: 1.7971, grad_norm: 7.0380 2020-08-07 04:08:40,696 - mmaction - INFO - Epoch [226][3340/3757] lr: 3.575e-03, eta: 1 day, 2:33:03, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5898, top5_acc: 0.8063, loss_cls: 1.7007, loss: 1.7007, grad_norm: 6.7859 2020-08-07 04:08:56,494 - mmaction - INFO - Epoch [226][3360/3757] lr: 3.575e-03, eta: 1 day, 2:32:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8156, loss_cls: 1.6841, loss: 1.6841, grad_norm: 6.8718 2020-08-07 04:09:12,301 - mmaction - INFO - Epoch [226][3380/3757] lr: 3.575e-03, eta: 1 day, 2:32:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5969, top5_acc: 0.7969, loss_cls: 1.7532, loss: 1.7532, grad_norm: 6.9787 2020-08-07 04:09:28,112 - mmaction - INFO - Epoch [226][3400/3757] lr: 3.575e-03, eta: 1 day, 2:32:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8133, loss_cls: 1.6654, loss: 1.6654, grad_norm: 6.9581 2020-08-07 04:09:43,865 - mmaction - INFO - Epoch [226][3420/3757] lr: 3.575e-03, eta: 1 day, 2:31:54, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5961, top5_acc: 0.7805, loss_cls: 1.8089, loss: 1.8089, grad_norm: 6.9011 2020-08-07 04:09:59,679 - mmaction - INFO - Epoch [226][3440/3757] lr: 3.575e-03, eta: 1 day, 2:31:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8133, loss_cls: 1.6832, loss: 1.6832, grad_norm: 7.1352 2020-08-07 04:10:15,487 - mmaction - INFO - Epoch [226][3460/3757] lr: 3.575e-03, eta: 1 day, 2:31:20, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8125, loss_cls: 1.7050, loss: 1.7050, grad_norm: 6.7555 2020-08-07 04:10:31,319 - mmaction - INFO - Epoch [226][3480/3757] lr: 3.575e-03, eta: 1 day, 2:31:03, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5922, top5_acc: 0.7906, loss_cls: 1.7703, loss: 1.7703, grad_norm: 6.7129 2020-08-07 04:10:47,136 - mmaction - INFO - Epoch [226][3500/3757] lr: 3.575e-03, eta: 1 day, 2:30:45, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8117, loss_cls: 1.6617, loss: 1.6617, grad_norm: 6.7594 2020-08-07 04:11:02,922 - mmaction - INFO - Epoch [226][3520/3757] lr: 3.575e-03, eta: 1 day, 2:30:28, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8219, loss_cls: 1.6746, loss: 1.6746, grad_norm: 6.8754 2020-08-07 04:11:18,714 - mmaction - INFO - Epoch [226][3540/3757] lr: 3.575e-03, eta: 1 day, 2:30:11, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8102, loss_cls: 1.7080, loss: 1.7080, grad_norm: 6.9993 2020-08-07 04:11:34,514 - mmaction - INFO - Epoch [226][3560/3757] lr: 3.575e-03, eta: 1 day, 2:29:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8039, loss_cls: 1.7050, loss: 1.7050, grad_norm: 6.8986 2020-08-07 04:11:50,287 - mmaction - INFO - Epoch [226][3580/3757] lr: 3.575e-03, eta: 1 day, 2:29:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8102, loss_cls: 1.6654, loss: 1.6654, grad_norm: 6.6660 2020-08-07 04:12:06,071 - mmaction - INFO - Epoch [226][3600/3757] lr: 3.575e-03, eta: 1 day, 2:29:19, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8211, loss_cls: 1.6533, loss: 1.6533, grad_norm: 6.6284 2020-08-07 04:12:21,901 - mmaction - INFO - Epoch [226][3620/3757] lr: 3.575e-03, eta: 1 day, 2:29:02, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5789, top5_acc: 0.7883, loss_cls: 1.7845, loss: 1.7845, grad_norm: 6.8533 2020-08-07 04:12:37,683 - mmaction - INFO - Epoch [226][3640/3757] lr: 3.575e-03, eta: 1 day, 2:28:45, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5859, top5_acc: 0.8039, loss_cls: 1.7317, loss: 1.7317, grad_norm: 6.8411 2020-08-07 04:12:53,522 - mmaction - INFO - Epoch [226][3660/3757] lr: 3.575e-03, eta: 1 day, 2:28:28, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.8156, loss_cls: 1.7080, loss: 1.7080, grad_norm: 7.1145 2020-08-07 04:13:09,269 - mmaction - INFO - Epoch [226][3680/3757] lr: 3.575e-03, eta: 1 day, 2:28:10, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8078, loss_cls: 1.6780, loss: 1.6780, grad_norm: 6.9993 2020-08-07 04:13:25,047 - mmaction - INFO - Epoch [226][3700/3757] lr: 3.575e-03, eta: 1 day, 2:27:53, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5820, top5_acc: 0.7961, loss_cls: 1.7245, loss: 1.7245, grad_norm: 6.7167 2020-08-07 04:13:40,839 - mmaction - INFO - Epoch [226][3720/3757] lr: 3.575e-03, eta: 1 day, 2:27:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8305, loss_cls: 1.5873, loss: 1.5873, grad_norm: 6.5710 2020-08-07 04:13:56,664 - mmaction - INFO - Epoch [226][3740/3757] lr: 3.575e-03, eta: 1 day, 2:27:19, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5578, top5_acc: 0.7922, loss_cls: 1.8132, loss: 1.8132, grad_norm: 7.1671 2020-08-07 04:16:50,059 - mmaction - INFO - Epoch [227][20/3757] lr: 3.350e-03, eta: 1 day, 2:27:24, time: 7.563, data_time: 6.748, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8195, loss_cls: 1.5799, loss: 1.5799, grad_norm: 6.4996 2020-08-07 04:17:05,843 - mmaction - INFO - Epoch [227][40/3757] lr: 3.350e-03, eta: 1 day, 2:27:07, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8008, loss_cls: 1.7018, loss: 1.7018, grad_norm: 6.7271 2020-08-07 04:17:21,723 - mmaction - INFO - Epoch [227][60/3757] lr: 3.350e-03, eta: 1 day, 2:26:50, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5898, top5_acc: 0.8031, loss_cls: 1.6686, loss: 1.6686, grad_norm: 6.7528 2020-08-07 04:17:37,555 - mmaction - INFO - Epoch [227][80/3757] lr: 3.350e-03, eta: 1 day, 2:26:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8258, loss_cls: 1.6393, loss: 1.6393, grad_norm: 6.8993 2020-08-07 04:17:53,410 - mmaction - INFO - Epoch [227][100/3757] lr: 3.350e-03, eta: 1 day, 2:26:15, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5906, top5_acc: 0.7914, loss_cls: 1.7310, loss: 1.7310, grad_norm: 6.7656 2020-08-07 04:18:09,203 - mmaction - INFO - Epoch [227][120/3757] lr: 3.350e-03, eta: 1 day, 2:25:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8289, loss_cls: 1.5768, loss: 1.5768, grad_norm: 6.7087 2020-08-07 04:18:25,126 - mmaction - INFO - Epoch [227][140/3757] lr: 3.350e-03, eta: 1 day, 2:25:41, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8008, loss_cls: 1.7206, loss: 1.7206, grad_norm: 6.9236 2020-08-07 04:18:40,938 - mmaction - INFO - Epoch [227][160/3757] lr: 3.350e-03, eta: 1 day, 2:25:23, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8180, loss_cls: 1.6457, loss: 1.6457, grad_norm: 7.0455 2020-08-07 04:18:56,798 - mmaction - INFO - Epoch [227][180/3757] lr: 3.350e-03, eta: 1 day, 2:25:06, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8180, loss_cls: 1.6276, loss: 1.6276, grad_norm: 6.7117 2020-08-07 04:19:12,619 - mmaction - INFO - Epoch [227][200/3757] lr: 3.350e-03, eta: 1 day, 2:24:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8172, loss_cls: 1.6239, loss: 1.6239, grad_norm: 6.5984 2020-08-07 04:19:28,505 - mmaction - INFO - Epoch [227][220/3757] lr: 3.350e-03, eta: 1 day, 2:24:32, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8195, loss_cls: 1.6111, loss: 1.6111, grad_norm: 6.5549 2020-08-07 04:19:44,326 - mmaction - INFO - Epoch [227][240/3757] lr: 3.350e-03, eta: 1 day, 2:24:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8063, loss_cls: 1.6932, loss: 1.6932, grad_norm: 6.7189 2020-08-07 04:20:00,124 - mmaction - INFO - Epoch [227][260/3757] lr: 3.350e-03, eta: 1 day, 2:23:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8078, loss_cls: 1.6353, loss: 1.6353, grad_norm: 6.6870 2020-08-07 04:20:15,926 - mmaction - INFO - Epoch [227][280/3757] lr: 3.350e-03, eta: 1 day, 2:23:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5883, top5_acc: 0.8125, loss_cls: 1.6934, loss: 1.6934, grad_norm: 7.0198 2020-08-07 04:20:31,709 - mmaction - INFO - Epoch [227][300/3757] lr: 3.350e-03, eta: 1 day, 2:23:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8156, loss_cls: 1.5799, loss: 1.5799, grad_norm: 6.7967 2020-08-07 04:20:47,482 - mmaction - INFO - Epoch [227][320/3757] lr: 3.350e-03, eta: 1 day, 2:23:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8047, loss_cls: 1.7377, loss: 1.7377, grad_norm: 6.7898 2020-08-07 04:21:03,332 - mmaction - INFO - Epoch [227][340/3757] lr: 3.350e-03, eta: 1 day, 2:22:48, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8273, loss_cls: 1.6294, loss: 1.6294, grad_norm: 7.0735 2020-08-07 04:21:19,153 - mmaction - INFO - Epoch [227][360/3757] lr: 3.350e-03, eta: 1 day, 2:22:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8063, loss_cls: 1.7120, loss: 1.7120, grad_norm: 7.1871 2020-08-07 04:21:34,987 - mmaction - INFO - Epoch [227][380/3757] lr: 3.350e-03, eta: 1 day, 2:22:14, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8133, loss_cls: 1.6837, loss: 1.6837, grad_norm: 6.8592 2020-08-07 04:21:50,836 - mmaction - INFO - Epoch [227][400/3757] lr: 3.350e-03, eta: 1 day, 2:21:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5969, top5_acc: 0.7914, loss_cls: 1.7564, loss: 1.7564, grad_norm: 6.8615 2020-08-07 04:22:06,691 - mmaction - INFO - Epoch [227][420/3757] lr: 3.350e-03, eta: 1 day, 2:21:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8180, loss_cls: 1.6057, loss: 1.6057, grad_norm: 6.9077 2020-08-07 04:22:22,452 - mmaction - INFO - Epoch [227][440/3757] lr: 3.350e-03, eta: 1 day, 2:21:22, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8133, loss_cls: 1.6621, loss: 1.6621, grad_norm: 6.7633 2020-08-07 04:22:38,275 - mmaction - INFO - Epoch [227][460/3757] lr: 3.350e-03, eta: 1 day, 2:21:05, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8094, loss_cls: 1.6448, loss: 1.6448, grad_norm: 6.8419 2020-08-07 04:22:54,177 - mmaction - INFO - Epoch [227][480/3757] lr: 3.350e-03, eta: 1 day, 2:20:48, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8125, loss_cls: 1.6893, loss: 1.6893, grad_norm: 6.8517 2020-08-07 04:23:09,880 - mmaction - INFO - Epoch [227][500/3757] lr: 3.350e-03, eta: 1 day, 2:20:30, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5742, top5_acc: 0.8086, loss_cls: 1.6972, loss: 1.6972, grad_norm: 6.9685 2020-08-07 04:23:25,662 - mmaction - INFO - Epoch [227][520/3757] lr: 3.350e-03, eta: 1 day, 2:20:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8141, loss_cls: 1.6858, loss: 1.6858, grad_norm: 7.2200 2020-08-07 04:23:41,446 - mmaction - INFO - Epoch [227][540/3757] lr: 3.350e-03, eta: 1 day, 2:19:56, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5719, top5_acc: 0.8086, loss_cls: 1.7327, loss: 1.7327, grad_norm: 7.0770 2020-08-07 04:23:57,253 - mmaction - INFO - Epoch [227][560/3757] lr: 3.350e-03, eta: 1 day, 2:19:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8047, loss_cls: 1.7019, loss: 1.7019, grad_norm: 6.8728 2020-08-07 04:24:13,157 - mmaction - INFO - Epoch [227][580/3757] lr: 3.350e-03, eta: 1 day, 2:19:22, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8187, loss_cls: 1.6685, loss: 1.6685, grad_norm: 6.8390 2020-08-07 04:24:28,932 - mmaction - INFO - Epoch [227][600/3757] lr: 3.350e-03, eta: 1 day, 2:19:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8078, loss_cls: 1.6801, loss: 1.6801, grad_norm: 6.6513 2020-08-07 04:24:44,724 - mmaction - INFO - Epoch [227][620/3757] lr: 3.350e-03, eta: 1 day, 2:18:47, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.8078, loss_cls: 1.7493, loss: 1.7493, grad_norm: 6.9133 2020-08-07 04:25:00,462 - mmaction - INFO - Epoch [227][640/3757] lr: 3.350e-03, eta: 1 day, 2:18:30, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8281, loss_cls: 1.6251, loss: 1.6251, grad_norm: 6.7949 2020-08-07 04:25:16,235 - mmaction - INFO - Epoch [227][660/3757] lr: 3.350e-03, eta: 1 day, 2:18:13, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8109, loss_cls: 1.6945, loss: 1.6945, grad_norm: 7.1865 2020-08-07 04:25:31,946 - mmaction - INFO - Epoch [227][680/3757] lr: 3.350e-03, eta: 1 day, 2:17:55, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8047, loss_cls: 1.6488, loss: 1.6488, grad_norm: 6.6587 2020-08-07 04:25:47,759 - mmaction - INFO - Epoch [227][700/3757] lr: 3.350e-03, eta: 1 day, 2:17:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8234, loss_cls: 1.6169, loss: 1.6169, grad_norm: 6.7630 2020-08-07 04:26:03,529 - mmaction - INFO - Epoch [227][720/3757] lr: 3.350e-03, eta: 1 day, 2:17:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8000, loss_cls: 1.7136, loss: 1.7136, grad_norm: 6.9867 2020-08-07 04:26:19,495 - mmaction - INFO - Epoch [227][740/3757] lr: 3.350e-03, eta: 1 day, 2:17:04, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8227, loss_cls: 1.6392, loss: 1.6392, grad_norm: 6.7506 2020-08-07 04:26:35,288 - mmaction - INFO - Epoch [227][760/3757] lr: 3.350e-03, eta: 1 day, 2:16:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8211, loss_cls: 1.6569, loss: 1.6569, grad_norm: 6.9841 2020-08-07 04:26:51,062 - mmaction - INFO - Epoch [227][780/3757] lr: 3.350e-03, eta: 1 day, 2:16:29, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6211, top5_acc: 0.7961, loss_cls: 1.7087, loss: 1.7087, grad_norm: 6.8554 2020-08-07 04:27:06,838 - mmaction - INFO - Epoch [227][800/3757] lr: 3.350e-03, eta: 1 day, 2:16:12, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8141, loss_cls: 1.6679, loss: 1.6679, grad_norm: 6.7834 2020-08-07 04:27:22,631 - mmaction - INFO - Epoch [227][820/3757] lr: 3.350e-03, eta: 1 day, 2:15:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8086, loss_cls: 1.6514, loss: 1.6514, grad_norm: 6.8261 2020-08-07 04:27:38,352 - mmaction - INFO - Epoch [227][840/3757] lr: 3.350e-03, eta: 1 day, 2:15:37, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8102, loss_cls: 1.6432, loss: 1.6432, grad_norm: 6.9290 2020-08-07 04:27:54,094 - mmaction - INFO - Epoch [227][860/3757] lr: 3.350e-03, eta: 1 day, 2:15:20, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5883, top5_acc: 0.7922, loss_cls: 1.7215, loss: 1.7215, grad_norm: 6.9829 2020-08-07 04:28:09,820 - mmaction - INFO - Epoch [227][880/3757] lr: 3.350e-03, eta: 1 day, 2:15:03, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5906, top5_acc: 0.7945, loss_cls: 1.7245, loss: 1.7245, grad_norm: 6.6569 2020-08-07 04:28:25,558 - mmaction - INFO - Epoch [227][900/3757] lr: 3.350e-03, eta: 1 day, 2:14:46, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8195, loss_cls: 1.6527, loss: 1.6527, grad_norm: 6.9139 2020-08-07 04:28:41,344 - mmaction - INFO - Epoch [227][920/3757] lr: 3.350e-03, eta: 1 day, 2:14:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8273, loss_cls: 1.6223, loss: 1.6223, grad_norm: 6.9511 2020-08-07 04:28:57,136 - mmaction - INFO - Epoch [227][940/3757] lr: 3.350e-03, eta: 1 day, 2:14:11, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8086, loss_cls: 1.6715, loss: 1.6715, grad_norm: 6.9881 2020-08-07 04:29:12,882 - mmaction - INFO - Epoch [227][960/3757] lr: 3.350e-03, eta: 1 day, 2:13:54, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8156, loss_cls: 1.6488, loss: 1.6488, grad_norm: 6.9264 2020-08-07 04:29:28,693 - mmaction - INFO - Epoch [227][980/3757] lr: 3.350e-03, eta: 1 day, 2:13:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8094, loss_cls: 1.7071, loss: 1.7071, grad_norm: 7.0487 2020-08-07 04:29:44,555 - mmaction - INFO - Epoch [227][1000/3757] lr: 3.350e-03, eta: 1 day, 2:13:19, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8094, loss_cls: 1.7014, loss: 1.7014, grad_norm: 6.8111 2020-08-07 04:30:00,444 - mmaction - INFO - Epoch [227][1020/3757] lr: 3.350e-03, eta: 1 day, 2:13:02, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8164, loss_cls: 1.6468, loss: 1.6468, grad_norm: 6.9043 2020-08-07 04:30:16,388 - mmaction - INFO - Epoch [227][1040/3757] lr: 3.350e-03, eta: 1 day, 2:12:45, time: 0.799, data_time: 0.010, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8109, loss_cls: 1.6559, loss: 1.6559, grad_norm: 6.7255 2020-08-07 04:30:32,160 - mmaction - INFO - Epoch [227][1060/3757] lr: 3.350e-03, eta: 1 day, 2:12:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8078, loss_cls: 1.6667, loss: 1.6667, grad_norm: 6.8340 2020-08-07 04:30:47,890 - mmaction - INFO - Epoch [227][1080/3757] lr: 3.350e-03, eta: 1 day, 2:12:11, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8164, loss_cls: 1.6541, loss: 1.6541, grad_norm: 6.9405 2020-08-07 04:31:03,770 - mmaction - INFO - Epoch [227][1100/3757] lr: 3.350e-03, eta: 1 day, 2:11:53, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8047, loss_cls: 1.7411, loss: 1.7411, grad_norm: 6.9478 2020-08-07 04:31:19,588 - mmaction - INFO - Epoch [227][1120/3757] lr: 3.350e-03, eta: 1 day, 2:11:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8031, loss_cls: 1.7000, loss: 1.7000, grad_norm: 6.7876 2020-08-07 04:31:35,353 - mmaction - INFO - Epoch [227][1140/3757] lr: 3.350e-03, eta: 1 day, 2:11:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8125, loss_cls: 1.6642, loss: 1.6642, grad_norm: 6.7867 2020-08-07 04:31:51,094 - mmaction - INFO - Epoch [227][1160/3757] lr: 3.350e-03, eta: 1 day, 2:11:02, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8164, loss_cls: 1.6934, loss: 1.6934, grad_norm: 6.9509 2020-08-07 04:32:06,893 - mmaction - INFO - Epoch [227][1180/3757] lr: 3.350e-03, eta: 1 day, 2:10:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8031, loss_cls: 1.7323, loss: 1.7323, grad_norm: 6.9375 2020-08-07 04:32:22,671 - mmaction - INFO - Epoch [227][1200/3757] lr: 3.350e-03, eta: 1 day, 2:10:27, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5922, top5_acc: 0.8211, loss_cls: 1.6878, loss: 1.6878, grad_norm: 7.1183 2020-08-07 04:32:38,472 - mmaction - INFO - Epoch [227][1220/3757] lr: 3.350e-03, eta: 1 day, 2:10:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5891, top5_acc: 0.8125, loss_cls: 1.6797, loss: 1.6797, grad_norm: 6.8183 2020-08-07 04:32:54,340 - mmaction - INFO - Epoch [227][1240/3757] lr: 3.350e-03, eta: 1 day, 2:09:53, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8250, loss_cls: 1.6117, loss: 1.6117, grad_norm: 7.0098 2020-08-07 04:33:10,130 - mmaction - INFO - Epoch [227][1260/3757] lr: 3.350e-03, eta: 1 day, 2:09:35, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8187, loss_cls: 1.6524, loss: 1.6524, grad_norm: 7.0792 2020-08-07 04:33:25,851 - mmaction - INFO - Epoch [227][1280/3757] lr: 3.350e-03, eta: 1 day, 2:09:18, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7914, loss_cls: 1.7844, loss: 1.7844, grad_norm: 7.1982 2020-08-07 04:33:41,651 - mmaction - INFO - Epoch [227][1300/3757] lr: 3.350e-03, eta: 1 day, 2:09:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8102, loss_cls: 1.6658, loss: 1.6658, grad_norm: 7.0723 2020-08-07 04:33:57,466 - mmaction - INFO - Epoch [227][1320/3757] lr: 3.350e-03, eta: 1 day, 2:08:44, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5992, top5_acc: 0.7867, loss_cls: 1.7842, loss: 1.7842, grad_norm: 7.1449 2020-08-07 04:34:13,267 - mmaction - INFO - Epoch [227][1340/3757] lr: 3.350e-03, eta: 1 day, 2:08:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5859, top5_acc: 0.7984, loss_cls: 1.7374, loss: 1.7374, grad_norm: 6.9917 2020-08-07 04:34:29,068 - mmaction - INFO - Epoch [227][1360/3757] lr: 3.350e-03, eta: 1 day, 2:08:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8109, loss_cls: 1.6729, loss: 1.6729, grad_norm: 7.0053 2020-08-07 04:34:44,821 - mmaction - INFO - Epoch [227][1380/3757] lr: 3.350e-03, eta: 1 day, 2:07:52, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8195, loss_cls: 1.6129, loss: 1.6129, grad_norm: 6.9098 2020-08-07 04:35:00,600 - mmaction - INFO - Epoch [227][1400/3757] lr: 3.350e-03, eta: 1 day, 2:07:35, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8078, loss_cls: 1.6926, loss: 1.6926, grad_norm: 6.9862 2020-08-07 04:35:16,453 - mmaction - INFO - Epoch [227][1420/3757] lr: 3.350e-03, eta: 1 day, 2:07:18, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.6852, loss: 1.6852, grad_norm: 7.0813 2020-08-07 04:35:32,166 - mmaction - INFO - Epoch [227][1440/3757] lr: 3.350e-03, eta: 1 day, 2:07:00, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8172, loss_cls: 1.6543, loss: 1.6543, grad_norm: 6.9197 2020-08-07 04:35:47,926 - mmaction - INFO - Epoch [227][1460/3757] lr: 3.350e-03, eta: 1 day, 2:06:43, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8219, loss_cls: 1.6029, loss: 1.6029, grad_norm: 6.6355 2020-08-07 04:36:03,667 - mmaction - INFO - Epoch [227][1480/3757] lr: 3.350e-03, eta: 1 day, 2:06:26, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.6055, loss: 1.6055, grad_norm: 6.8648 2020-08-07 04:36:19,458 - mmaction - INFO - Epoch [227][1500/3757] lr: 3.350e-03, eta: 1 day, 2:06:09, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8094, loss_cls: 1.6988, loss: 1.6988, grad_norm: 7.0067 2020-08-07 04:36:35,301 - mmaction - INFO - Epoch [227][1520/3757] lr: 3.350e-03, eta: 1 day, 2:05:51, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8148, loss_cls: 1.6147, loss: 1.6147, grad_norm: 6.7123 2020-08-07 04:36:51,081 - mmaction - INFO - Epoch [227][1540/3757] lr: 3.350e-03, eta: 1 day, 2:05:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8070, loss_cls: 1.6765, loss: 1.6765, grad_norm: 6.8191 2020-08-07 04:37:06,894 - mmaction - INFO - Epoch [227][1560/3757] lr: 3.350e-03, eta: 1 day, 2:05:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8148, loss_cls: 1.6927, loss: 1.6927, grad_norm: 6.9599 2020-08-07 04:37:22,649 - mmaction - INFO - Epoch [227][1580/3757] lr: 3.350e-03, eta: 1 day, 2:05:00, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5766, top5_acc: 0.8000, loss_cls: 1.7545, loss: 1.7545, grad_norm: 6.7523 2020-08-07 04:37:38,443 - mmaction - INFO - Epoch [227][1600/3757] lr: 3.350e-03, eta: 1 day, 2:04:42, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8313, loss_cls: 1.6268, loss: 1.6268, grad_norm: 6.8000 2020-08-07 04:37:54,194 - mmaction - INFO - Epoch [227][1620/3757] lr: 3.350e-03, eta: 1 day, 2:04:25, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8172, loss_cls: 1.6018, loss: 1.6018, grad_norm: 6.6533 2020-08-07 04:38:10,061 - mmaction - INFO - Epoch [227][1640/3757] lr: 3.350e-03, eta: 1 day, 2:04:08, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8164, loss_cls: 1.6252, loss: 1.6252, grad_norm: 6.8977 2020-08-07 04:38:25,910 - mmaction - INFO - Epoch [227][1660/3757] lr: 3.350e-03, eta: 1 day, 2:03:51, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8281, loss_cls: 1.6220, loss: 1.6220, grad_norm: 6.6338 2020-08-07 04:38:41,654 - mmaction - INFO - Epoch [227][1680/3757] lr: 3.350e-03, eta: 1 day, 2:03:34, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8305, loss_cls: 1.6389, loss: 1.6389, grad_norm: 6.9065 2020-08-07 04:38:57,399 - mmaction - INFO - Epoch [227][1700/3757] lr: 3.350e-03, eta: 1 day, 2:03:16, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6023, top5_acc: 0.7984, loss_cls: 1.7288, loss: 1.7288, grad_norm: 6.8816 2020-08-07 04:39:13,210 - mmaction - INFO - Epoch [227][1720/3757] lr: 3.350e-03, eta: 1 day, 2:02:59, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8117, loss_cls: 1.6956, loss: 1.6956, grad_norm: 6.9190 2020-08-07 04:39:29,062 - mmaction - INFO - Epoch [227][1740/3757] lr: 3.350e-03, eta: 1 day, 2:02:42, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8086, loss_cls: 1.6841, loss: 1.6841, grad_norm: 6.7652 2020-08-07 04:39:44,921 - mmaction - INFO - Epoch [227][1760/3757] lr: 3.350e-03, eta: 1 day, 2:02:25, time: 0.793, data_time: 0.011, memory: 6192, top1_acc: 0.5836, top5_acc: 0.8070, loss_cls: 1.7313, loss: 1.7313, grad_norm: 6.9734 2020-08-07 04:40:00,747 - mmaction - INFO - Epoch [227][1780/3757] lr: 3.350e-03, eta: 1 day, 2:02:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8148, loss_cls: 1.6479, loss: 1.6479, grad_norm: 6.7555 2020-08-07 04:40:16,568 - mmaction - INFO - Epoch [227][1800/3757] lr: 3.350e-03, eta: 1 day, 2:01:50, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8094, loss_cls: 1.6102, loss: 1.6102, grad_norm: 6.6222 2020-08-07 04:40:32,326 - mmaction - INFO - Epoch [227][1820/3757] lr: 3.350e-03, eta: 1 day, 2:01:33, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5914, top5_acc: 0.7844, loss_cls: 1.7783, loss: 1.7783, grad_norm: 6.8421 2020-08-07 04:40:48,097 - mmaction - INFO - Epoch [227][1840/3757] lr: 3.350e-03, eta: 1 day, 2:01:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8094, loss_cls: 1.7247, loss: 1.7247, grad_norm: 6.9751 2020-08-07 04:41:03,897 - mmaction - INFO - Epoch [227][1860/3757] lr: 3.350e-03, eta: 1 day, 2:00:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8156, loss_cls: 1.7111, loss: 1.7111, grad_norm: 6.9766 2020-08-07 04:41:19,682 - mmaction - INFO - Epoch [227][1880/3757] lr: 3.350e-03, eta: 1 day, 2:00:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8234, loss_cls: 1.6628, loss: 1.6628, grad_norm: 7.0893 2020-08-07 04:41:35,473 - mmaction - INFO - Epoch [227][1900/3757] lr: 3.350e-03, eta: 1 day, 2:00:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5922, top5_acc: 0.8078, loss_cls: 1.6942, loss: 1.6942, grad_norm: 6.8966 2020-08-07 04:41:51,260 - mmaction - INFO - Epoch [227][1920/3757] lr: 3.350e-03, eta: 1 day, 2:00:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5898, top5_acc: 0.8172, loss_cls: 1.6679, loss: 1.6679, grad_norm: 6.8826 2020-08-07 04:42:07,079 - mmaction - INFO - Epoch [227][1940/3757] lr: 3.350e-03, eta: 1 day, 1:59:50, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8164, loss_cls: 1.6171, loss: 1.6171, grad_norm: 6.7341 2020-08-07 04:42:22,802 - mmaction - INFO - Epoch [227][1960/3757] lr: 3.350e-03, eta: 1 day, 1:59:32, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8117, loss_cls: 1.6546, loss: 1.6546, grad_norm: 6.8410 2020-08-07 04:42:38,563 - mmaction - INFO - Epoch [227][1980/3757] lr: 3.350e-03, eta: 1 day, 1:59:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8148, loss_cls: 1.6808, loss: 1.6808, grad_norm: 6.9587 2020-08-07 04:42:54,469 - mmaction - INFO - Epoch [227][2000/3757] lr: 3.350e-03, eta: 1 day, 1:58:58, time: 0.795, data_time: 0.007, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8273, loss_cls: 1.6267, loss: 1.6267, grad_norm: 6.7210 2020-08-07 04:43:10,115 - mmaction - INFO - Epoch [227][2020/3757] lr: 3.350e-03, eta: 1 day, 1:58:41, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8148, loss_cls: 1.6395, loss: 1.6395, grad_norm: 6.7451 2020-08-07 04:43:25,913 - mmaction - INFO - Epoch [227][2040/3757] lr: 3.350e-03, eta: 1 day, 1:58:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8133, loss_cls: 1.6806, loss: 1.6806, grad_norm: 6.9120 2020-08-07 04:43:41,767 - mmaction - INFO - Epoch [227][2060/3757] lr: 3.350e-03, eta: 1 day, 1:58:06, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8141, loss_cls: 1.5956, loss: 1.5956, grad_norm: 6.7641 2020-08-07 04:43:57,440 - mmaction - INFO - Epoch [227][2080/3757] lr: 3.350e-03, eta: 1 day, 1:57:49, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8094, loss_cls: 1.7092, loss: 1.7092, grad_norm: 7.0204 2020-08-07 04:44:13,217 - mmaction - INFO - Epoch [227][2100/3757] lr: 3.350e-03, eta: 1 day, 1:57:32, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5891, top5_acc: 0.8023, loss_cls: 1.7569, loss: 1.7569, grad_norm: 7.1149 2020-08-07 04:44:29,013 - mmaction - INFO - Epoch [227][2120/3757] lr: 3.350e-03, eta: 1 day, 1:57:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8094, loss_cls: 1.6977, loss: 1.6977, grad_norm: 6.8910 2020-08-07 04:44:44,832 - mmaction - INFO - Epoch [227][2140/3757] lr: 3.350e-03, eta: 1 day, 1:56:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8297, loss_cls: 1.5624, loss: 1.5624, grad_norm: 6.6347 2020-08-07 04:45:00,670 - mmaction - INFO - Epoch [227][2160/3757] lr: 3.350e-03, eta: 1 day, 1:56:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8266, loss_cls: 1.6559, loss: 1.6559, grad_norm: 6.9607 2020-08-07 04:45:16,497 - mmaction - INFO - Epoch [227][2180/3757] lr: 3.350e-03, eta: 1 day, 1:56:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5727, top5_acc: 0.8008, loss_cls: 1.8039, loss: 1.8039, grad_norm: 7.2282 2020-08-07 04:45:32,277 - mmaction - INFO - Epoch [227][2200/3757] lr: 3.350e-03, eta: 1 day, 1:56:06, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8141, loss_cls: 1.6551, loss: 1.6551, grad_norm: 6.7971 2020-08-07 04:45:48,128 - mmaction - INFO - Epoch [227][2220/3757] lr: 3.350e-03, eta: 1 day, 1:55:48, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8055, loss_cls: 1.6668, loss: 1.6668, grad_norm: 7.0976 2020-08-07 04:46:03,927 - mmaction - INFO - Epoch [227][2240/3757] lr: 3.350e-03, eta: 1 day, 1:55:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7961, loss_cls: 1.7522, loss: 1.7522, grad_norm: 7.0670 2020-08-07 04:46:19,701 - mmaction - INFO - Epoch [227][2260/3757] lr: 3.350e-03, eta: 1 day, 1:55:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5984, top5_acc: 0.7883, loss_cls: 1.7635, loss: 1.7635, grad_norm: 6.6967 2020-08-07 04:46:35,480 - mmaction - INFO - Epoch [227][2280/3757] lr: 3.350e-03, eta: 1 day, 1:54:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8211, loss_cls: 1.6124, loss: 1.6124, grad_norm: 6.8908 2020-08-07 04:46:51,290 - mmaction - INFO - Epoch [227][2300/3757] lr: 3.350e-03, eta: 1 day, 1:54:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5852, top5_acc: 0.7977, loss_cls: 1.8013, loss: 1.8013, grad_norm: 7.1060 2020-08-07 04:47:07,094 - mmaction - INFO - Epoch [227][2320/3757] lr: 3.350e-03, eta: 1 day, 1:54:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8164, loss_cls: 1.6740, loss: 1.6740, grad_norm: 6.7585 2020-08-07 04:47:22,874 - mmaction - INFO - Epoch [227][2340/3757] lr: 3.350e-03, eta: 1 day, 1:54:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8148, loss_cls: 1.6831, loss: 1.6831, grad_norm: 6.8282 2020-08-07 04:47:38,692 - mmaction - INFO - Epoch [227][2360/3757] lr: 3.350e-03, eta: 1 day, 1:53:48, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8156, loss_cls: 1.6454, loss: 1.6454, grad_norm: 6.8644 2020-08-07 04:47:54,406 - mmaction - INFO - Epoch [227][2380/3757] lr: 3.350e-03, eta: 1 day, 1:53:31, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8172, loss_cls: 1.6179, loss: 1.6179, grad_norm: 6.8773 2020-08-07 04:48:10,208 - mmaction - INFO - Epoch [227][2400/3757] lr: 3.350e-03, eta: 1 day, 1:53:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.8141, loss_cls: 1.7284, loss: 1.7284, grad_norm: 7.1840 2020-08-07 04:48:25,933 - mmaction - INFO - Epoch [227][2420/3757] lr: 3.350e-03, eta: 1 day, 1:52:56, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8016, loss_cls: 1.6879, loss: 1.6879, grad_norm: 7.0124 2020-08-07 04:48:41,732 - mmaction - INFO - Epoch [227][2440/3757] lr: 3.350e-03, eta: 1 day, 1:52:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5859, top5_acc: 0.8016, loss_cls: 1.7077, loss: 1.7077, grad_norm: 6.9278 2020-08-07 04:48:57,517 - mmaction - INFO - Epoch [227][2460/3757] lr: 3.350e-03, eta: 1 day, 1:52:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8148, loss_cls: 1.6732, loss: 1.6732, grad_norm: 6.8668 2020-08-07 04:49:13,295 - mmaction - INFO - Epoch [227][2480/3757] lr: 3.350e-03, eta: 1 day, 1:52:04, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8117, loss_cls: 1.7141, loss: 1.7141, grad_norm: 7.0655 2020-08-07 04:49:29,114 - mmaction - INFO - Epoch [227][2500/3757] lr: 3.350e-03, eta: 1 day, 1:51:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8125, loss_cls: 1.7105, loss: 1.7105, grad_norm: 7.2045 2020-08-07 04:49:44,992 - mmaction - INFO - Epoch [227][2520/3757] lr: 3.350e-03, eta: 1 day, 1:51:30, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8320, loss_cls: 1.5951, loss: 1.5951, grad_norm: 6.7803 2020-08-07 04:50:00,789 - mmaction - INFO - Epoch [227][2540/3757] lr: 3.350e-03, eta: 1 day, 1:51:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8305, loss_cls: 1.5329, loss: 1.5329, grad_norm: 6.7782 2020-08-07 04:50:16,596 - mmaction - INFO - Epoch [227][2560/3757] lr: 3.350e-03, eta: 1 day, 1:50:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5852, top5_acc: 0.7984, loss_cls: 1.7968, loss: 1.7968, grad_norm: 7.1467 2020-08-07 04:50:32,643 - mmaction - INFO - Epoch [227][2580/3757] lr: 3.350e-03, eta: 1 day, 1:50:38, time: 0.803, data_time: 0.009, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8305, loss_cls: 1.6470, loss: 1.6470, grad_norm: 6.8670 2020-08-07 04:50:48,379 - mmaction - INFO - Epoch [227][2600/3757] lr: 3.350e-03, eta: 1 day, 1:50:21, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7891, loss_cls: 1.7759, loss: 1.7759, grad_norm: 6.9892 2020-08-07 04:51:04,177 - mmaction - INFO - Epoch [227][2620/3757] lr: 3.350e-03, eta: 1 day, 1:50:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8234, loss_cls: 1.5781, loss: 1.5781, grad_norm: 6.8375 2020-08-07 04:51:19,930 - mmaction - INFO - Epoch [227][2640/3757] lr: 3.350e-03, eta: 1 day, 1:49:47, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5797, top5_acc: 0.8008, loss_cls: 1.7300, loss: 1.7300, grad_norm: 7.1850 2020-08-07 04:51:35,757 - mmaction - INFO - Epoch [227][2660/3757] lr: 3.350e-03, eta: 1 day, 1:49:30, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8297, loss_cls: 1.6024, loss: 1.6024, grad_norm: 6.9881 2020-08-07 04:51:51,548 - mmaction - INFO - Epoch [227][2680/3757] lr: 3.350e-03, eta: 1 day, 1:49:12, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8180, loss_cls: 1.6100, loss: 1.6100, grad_norm: 6.8456 2020-08-07 04:52:07,362 - mmaction - INFO - Epoch [227][2700/3757] lr: 3.350e-03, eta: 1 day, 1:48:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5938, top5_acc: 0.7781, loss_cls: 1.7926, loss: 1.7926, grad_norm: 7.1070 2020-08-07 04:52:23,184 - mmaction - INFO - Epoch [227][2720/3757] lr: 3.350e-03, eta: 1 day, 1:48:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8094, loss_cls: 1.6888, loss: 1.6888, grad_norm: 6.8410 2020-08-07 04:52:38,971 - mmaction - INFO - Epoch [227][2740/3757] lr: 3.350e-03, eta: 1 day, 1:48:21, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8000, loss_cls: 1.7280, loss: 1.7280, grad_norm: 6.9005 2020-08-07 04:52:54,890 - mmaction - INFO - Epoch [227][2760/3757] lr: 3.350e-03, eta: 1 day, 1:48:03, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8148, loss_cls: 1.6843, loss: 1.6843, grad_norm: 6.9671 2020-08-07 04:53:10,609 - mmaction - INFO - Epoch [227][2780/3757] lr: 3.350e-03, eta: 1 day, 1:47:46, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6086, top5_acc: 0.7953, loss_cls: 1.7345, loss: 1.7345, grad_norm: 6.9279 2020-08-07 04:53:26,452 - mmaction - INFO - Epoch [227][2800/3757] lr: 3.350e-03, eta: 1 day, 1:47:29, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.7977, loss_cls: 1.7449, loss: 1.7449, grad_norm: 7.0657 2020-08-07 04:53:42,271 - mmaction - INFO - Epoch [227][2820/3757] lr: 3.350e-03, eta: 1 day, 1:47:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.7953, loss_cls: 1.7313, loss: 1.7313, grad_norm: 7.0351 2020-08-07 04:53:58,080 - mmaction - INFO - Epoch [227][2840/3757] lr: 3.350e-03, eta: 1 day, 1:46:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8156, loss_cls: 1.6595, loss: 1.6595, grad_norm: 6.9865 2020-08-07 04:54:13,917 - mmaction - INFO - Epoch [227][2860/3757] lr: 3.350e-03, eta: 1 day, 1:46:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8133, loss_cls: 1.6391, loss: 1.6391, grad_norm: 6.8368 2020-08-07 04:54:29,710 - mmaction - INFO - Epoch [227][2880/3757] lr: 3.350e-03, eta: 1 day, 1:46:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8180, loss_cls: 1.6621, loss: 1.6621, grad_norm: 6.8589 2020-08-07 04:54:45,478 - mmaction - INFO - Epoch [227][2900/3757] lr: 3.350e-03, eta: 1 day, 1:46:03, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8031, loss_cls: 1.7396, loss: 1.7396, grad_norm: 7.0410 2020-08-07 04:55:01,350 - mmaction - INFO - Epoch [227][2920/3757] lr: 3.350e-03, eta: 1 day, 1:45:46, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8164, loss_cls: 1.6805, loss: 1.6805, grad_norm: 6.9410 2020-08-07 04:55:17,076 - mmaction - INFO - Epoch [227][2940/3757] lr: 3.350e-03, eta: 1 day, 1:45:28, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5969, top5_acc: 0.7969, loss_cls: 1.7775, loss: 1.7775, grad_norm: 7.0190 2020-08-07 04:55:32,818 - mmaction - INFO - Epoch [227][2960/3757] lr: 3.350e-03, eta: 1 day, 1:45:11, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8141, loss_cls: 1.6875, loss: 1.6875, grad_norm: 6.8438 2020-08-07 04:55:48,619 - mmaction - INFO - Epoch [227][2980/3757] lr: 3.350e-03, eta: 1 day, 1:44:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8063, loss_cls: 1.6914, loss: 1.6914, grad_norm: 6.9866 2020-08-07 04:56:04,417 - mmaction - INFO - Epoch [227][3000/3757] lr: 3.350e-03, eta: 1 day, 1:44:37, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8078, loss_cls: 1.6500, loss: 1.6500, grad_norm: 6.8039 2020-08-07 04:56:20,181 - mmaction - INFO - Epoch [227][3020/3757] lr: 3.350e-03, eta: 1 day, 1:44:20, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5820, top5_acc: 0.8055, loss_cls: 1.7311, loss: 1.7311, grad_norm: 7.0010 2020-08-07 04:56:35,945 - mmaction - INFO - Epoch [227][3040/3757] lr: 3.350e-03, eta: 1 day, 1:44:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8219, loss_cls: 1.6386, loss: 1.6386, grad_norm: 6.9006 2020-08-07 04:56:51,717 - mmaction - INFO - Epoch [227][3060/3757] lr: 3.350e-03, eta: 1 day, 1:43:45, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6031, top5_acc: 0.7945, loss_cls: 1.7603, loss: 1.7603, grad_norm: 6.8647 2020-08-07 04:57:07,447 - mmaction - INFO - Epoch [227][3080/3757] lr: 3.350e-03, eta: 1 day, 1:43:28, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8117, loss_cls: 1.6775, loss: 1.6775, grad_norm: 6.9274 2020-08-07 04:57:23,187 - mmaction - INFO - Epoch [227][3100/3757] lr: 3.350e-03, eta: 1 day, 1:43:11, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8156, loss_cls: 1.7294, loss: 1.7294, grad_norm: 6.9643 2020-08-07 04:57:38,980 - mmaction - INFO - Epoch [227][3120/3757] lr: 3.350e-03, eta: 1 day, 1:42:53, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8063, loss_cls: 1.7194, loss: 1.7194, grad_norm: 6.9500 2020-08-07 04:57:54,714 - mmaction - INFO - Epoch [227][3140/3757] lr: 3.350e-03, eta: 1 day, 1:42:36, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5805, top5_acc: 0.7914, loss_cls: 1.7818, loss: 1.7818, grad_norm: 7.0142 2020-08-07 04:58:10,557 - mmaction - INFO - Epoch [227][3160/3757] lr: 3.350e-03, eta: 1 day, 1:42:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5734, top5_acc: 0.7828, loss_cls: 1.8156, loss: 1.8156, grad_norm: 6.9838 2020-08-07 04:58:26,307 - mmaction - INFO - Epoch [227][3180/3757] lr: 3.350e-03, eta: 1 day, 1:42:02, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8141, loss_cls: 1.6455, loss: 1.6455, grad_norm: 6.8132 2020-08-07 04:58:42,146 - mmaction - INFO - Epoch [227][3200/3757] lr: 3.350e-03, eta: 1 day, 1:41:45, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5836, top5_acc: 0.8055, loss_cls: 1.7191, loss: 1.7191, grad_norm: 7.1173 2020-08-07 04:58:57,911 - mmaction - INFO - Epoch [227][3220/3757] lr: 3.350e-03, eta: 1 day, 1:41:27, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5969, top5_acc: 0.8063, loss_cls: 1.6791, loss: 1.6791, grad_norm: 6.9573 2020-08-07 04:59:13,709 - mmaction - INFO - Epoch [227][3240/3757] lr: 3.350e-03, eta: 1 day, 1:41:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8227, loss_cls: 1.6081, loss: 1.6081, grad_norm: 6.8010 2020-08-07 04:59:29,467 - mmaction - INFO - Epoch [227][3260/3757] lr: 3.350e-03, eta: 1 day, 1:40:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8297, loss_cls: 1.6629, loss: 1.6629, grad_norm: 7.1271 2020-08-07 04:59:45,253 - mmaction - INFO - Epoch [227][3280/3757] lr: 3.350e-03, eta: 1 day, 1:40:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8055, loss_cls: 1.7075, loss: 1.7075, grad_norm: 6.9221 2020-08-07 05:00:01,055 - mmaction - INFO - Epoch [227][3300/3757] lr: 3.350e-03, eta: 1 day, 1:40:18, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8195, loss_cls: 1.6535, loss: 1.6535, grad_norm: 7.0196 2020-08-07 05:00:20,824 - mmaction - INFO - Epoch [227][3320/3757] lr: 3.350e-03, eta: 1 day, 1:40:02, time: 0.986, data_time: 0.007, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8227, loss_cls: 1.6555, loss: 1.6555, grad_norm: 6.8708 2020-08-07 05:00:36,716 - mmaction - INFO - Epoch [227][3340/3757] lr: 3.350e-03, eta: 1 day, 1:39:45, time: 0.796, data_time: 0.006, memory: 6192, top1_acc: 0.6016, top5_acc: 0.7930, loss_cls: 1.7101, loss: 1.7101, grad_norm: 6.8126 2020-08-07 05:00:52,498 - mmaction - INFO - Epoch [227][3360/3757] lr: 3.350e-03, eta: 1 day, 1:39:28, time: 0.790, data_time: 0.007, memory: 6192, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.7447, loss: 1.7447, grad_norm: 6.7516 2020-08-07 05:01:08,317 - mmaction - INFO - Epoch [227][3380/3757] lr: 3.350e-03, eta: 1 day, 1:39:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8187, loss_cls: 1.6690, loss: 1.6690, grad_norm: 6.7758 2020-08-07 05:01:24,102 - mmaction - INFO - Epoch [227][3400/3757] lr: 3.350e-03, eta: 1 day, 1:38:54, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.6333, loss: 1.6333, grad_norm: 6.7244 2020-08-07 05:01:39,821 - mmaction - INFO - Epoch [227][3420/3757] lr: 3.350e-03, eta: 1 day, 1:38:36, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.5828, top5_acc: 0.7953, loss_cls: 1.7594, loss: 1.7594, grad_norm: 6.9656 2020-08-07 05:01:55,672 - mmaction - INFO - Epoch [227][3440/3757] lr: 3.350e-03, eta: 1 day, 1:38:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8187, loss_cls: 1.6069, loss: 1.6069, grad_norm: 6.7098 2020-08-07 05:02:11,430 - mmaction - INFO - Epoch [227][3460/3757] lr: 3.350e-03, eta: 1 day, 1:38:02, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.5914, top5_acc: 0.7922, loss_cls: 1.7270, loss: 1.7270, grad_norm: 7.1473 2020-08-07 05:02:27,262 - mmaction - INFO - Epoch [227][3480/3757] lr: 3.350e-03, eta: 1 day, 1:37:45, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5664, top5_acc: 0.7961, loss_cls: 1.7943, loss: 1.7943, grad_norm: 7.0809 2020-08-07 05:02:43,051 - mmaction - INFO - Epoch [227][3500/3757] lr: 3.350e-03, eta: 1 day, 1:37:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8031, loss_cls: 1.7093, loss: 1.7093, grad_norm: 7.0147 2020-08-07 05:02:58,926 - mmaction - INFO - Epoch [227][3520/3757] lr: 3.350e-03, eta: 1 day, 1:37:10, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8023, loss_cls: 1.6702, loss: 1.6702, grad_norm: 6.7050 2020-08-07 05:03:14,772 - mmaction - INFO - Epoch [227][3540/3757] lr: 3.350e-03, eta: 1 day, 1:36:53, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8234, loss_cls: 1.6474, loss: 1.6474, grad_norm: 6.8594 2020-08-07 05:03:30,553 - mmaction - INFO - Epoch [227][3560/3757] lr: 3.350e-03, eta: 1 day, 1:36:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8109, loss_cls: 1.6668, loss: 1.6668, grad_norm: 7.0640 2020-08-07 05:03:46,301 - mmaction - INFO - Epoch [227][3580/3757] lr: 3.350e-03, eta: 1 day, 1:36:19, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8117, loss_cls: 1.6504, loss: 1.6504, grad_norm: 6.9527 2020-08-07 05:04:02,117 - mmaction - INFO - Epoch [227][3600/3757] lr: 3.350e-03, eta: 1 day, 1:36:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8039, loss_cls: 1.6827, loss: 1.6827, grad_norm: 6.9537 2020-08-07 05:04:17,937 - mmaction - INFO - Epoch [227][3620/3757] lr: 3.350e-03, eta: 1 day, 1:35:44, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5836, top5_acc: 0.8031, loss_cls: 1.7519, loss: 1.7519, grad_norm: 6.9874 2020-08-07 05:04:33,739 - mmaction - INFO - Epoch [227][3640/3757] lr: 3.350e-03, eta: 1 day, 1:35:27, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8102, loss_cls: 1.6375, loss: 1.6375, grad_norm: 6.9544 2020-08-07 05:04:49,534 - mmaction - INFO - Epoch [227][3660/3757] lr: 3.350e-03, eta: 1 day, 1:35:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5859, top5_acc: 0.8141, loss_cls: 1.6540, loss: 1.6540, grad_norm: 6.9735 2020-08-07 05:05:05,507 - mmaction - INFO - Epoch [227][3680/3757] lr: 3.350e-03, eta: 1 day, 1:34:53, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8125, loss_cls: 1.6939, loss: 1.6939, grad_norm: 6.8344 2020-08-07 05:05:21,219 - mmaction - INFO - Epoch [227][3700/3757] lr: 3.350e-03, eta: 1 day, 1:34:35, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8180, loss_cls: 1.6392, loss: 1.6392, grad_norm: 6.9989 2020-08-07 05:05:37,011 - mmaction - INFO - Epoch [227][3720/3757] lr: 3.350e-03, eta: 1 day, 1:34:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8094, loss_cls: 1.6749, loss: 1.6749, grad_norm: 6.7969 2020-08-07 05:05:52,808 - mmaction - INFO - Epoch [227][3740/3757] lr: 3.350e-03, eta: 1 day, 1:34:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5742, top5_acc: 0.7875, loss_cls: 1.7855, loss: 1.7855, grad_norm: 6.9675 2020-08-07 05:09:04,806 - mmaction - INFO - Epoch [228][20/3757] lr: 3.133e-03, eta: 1 day, 1:34:10, time: 8.446, data_time: 7.622, memory: 6192, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7073, loss: 1.7073, grad_norm: 7.0599 2020-08-07 05:09:20,577 - mmaction - INFO - Epoch [228][40/3757] lr: 3.133e-03, eta: 1 day, 1:33:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5891, top5_acc: 0.8125, loss_cls: 1.7100, loss: 1.7100, grad_norm: 7.1450 2020-08-07 05:09:36,468 - mmaction - INFO - Epoch [228][60/3757] lr: 3.133e-03, eta: 1 day, 1:33:36, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8203, loss_cls: 1.6078, loss: 1.6078, grad_norm: 6.8075 2020-08-07 05:09:52,293 - mmaction - INFO - Epoch [228][80/3757] lr: 3.133e-03, eta: 1 day, 1:33:18, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8180, loss_cls: 1.6632, loss: 1.6632, grad_norm: 6.8114 2020-08-07 05:10:08,195 - mmaction - INFO - Epoch [228][100/3757] lr: 3.133e-03, eta: 1 day, 1:33:01, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8242, loss_cls: 1.6062, loss: 1.6062, grad_norm: 6.7279 2020-08-07 05:10:24,062 - mmaction - INFO - Epoch [228][120/3757] lr: 3.133e-03, eta: 1 day, 1:32:44, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8195, loss_cls: 1.6036, loss: 1.6036, grad_norm: 6.9826 2020-08-07 05:10:39,836 - mmaction - INFO - Epoch [228][140/3757] lr: 3.133e-03, eta: 1 day, 1:32:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6031, top5_acc: 0.7961, loss_cls: 1.7169, loss: 1.7169, grad_norm: 6.8975 2020-08-07 05:10:55,617 - mmaction - INFO - Epoch [228][160/3757] lr: 3.133e-03, eta: 1 day, 1:32:09, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8203, loss_cls: 1.6036, loss: 1.6036, grad_norm: 6.8351 2020-08-07 05:11:11,401 - mmaction - INFO - Epoch [228][180/3757] lr: 3.133e-03, eta: 1 day, 1:31:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8117, loss_cls: 1.6615, loss: 1.6615, grad_norm: 7.0105 2020-08-07 05:11:27,224 - mmaction - INFO - Epoch [228][200/3757] lr: 3.133e-03, eta: 1 day, 1:31:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8172, loss_cls: 1.6370, loss: 1.6370, grad_norm: 6.9737 2020-08-07 05:11:43,091 - mmaction - INFO - Epoch [228][220/3757] lr: 3.133e-03, eta: 1 day, 1:31:18, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5859, top5_acc: 0.8102, loss_cls: 1.7163, loss: 1.7163, grad_norm: 7.1833 2020-08-07 05:11:58,943 - mmaction - INFO - Epoch [228][240/3757] lr: 3.133e-03, eta: 1 day, 1:31:01, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8031, loss_cls: 1.6292, loss: 1.6292, grad_norm: 6.8737 2020-08-07 05:12:14,645 - mmaction - INFO - Epoch [228][260/3757] lr: 3.133e-03, eta: 1 day, 1:30:43, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8250, loss_cls: 1.5652, loss: 1.5652, grad_norm: 6.7028 2020-08-07 05:12:30,490 - mmaction - INFO - Epoch [228][280/3757] lr: 3.133e-03, eta: 1 day, 1:30:26, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8063, loss_cls: 1.6782, loss: 1.6782, grad_norm: 6.9890 2020-08-07 05:12:46,374 - mmaction - INFO - Epoch [228][300/3757] lr: 3.133e-03, eta: 1 day, 1:30:09, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8039, loss_cls: 1.6913, loss: 1.6913, grad_norm: 7.1988 2020-08-07 05:13:02,225 - mmaction - INFO - Epoch [228][320/3757] lr: 3.133e-03, eta: 1 day, 1:29:52, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8281, loss_cls: 1.5911, loss: 1.5911, grad_norm: 6.9111 2020-08-07 05:13:18,059 - mmaction - INFO - Epoch [228][340/3757] lr: 3.133e-03, eta: 1 day, 1:29:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8102, loss_cls: 1.6379, loss: 1.6379, grad_norm: 6.7257 2020-08-07 05:13:33,885 - mmaction - INFO - Epoch [228][360/3757] lr: 3.133e-03, eta: 1 day, 1:29:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5922, top5_acc: 0.8219, loss_cls: 1.6941, loss: 1.6941, grad_norm: 6.8615 2020-08-07 05:13:49,660 - mmaction - INFO - Epoch [228][380/3757] lr: 3.133e-03, eta: 1 day, 1:29:00, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8172, loss_cls: 1.6835, loss: 1.6835, grad_norm: 7.0229 2020-08-07 05:14:05,421 - mmaction - INFO - Epoch [228][400/3757] lr: 3.133e-03, eta: 1 day, 1:28:43, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8180, loss_cls: 1.6381, loss: 1.6381, grad_norm: 6.8092 2020-08-07 05:14:21,154 - mmaction - INFO - Epoch [228][420/3757] lr: 3.133e-03, eta: 1 day, 1:28:26, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8133, loss_cls: 1.6390, loss: 1.6390, grad_norm: 6.8994 2020-08-07 05:14:36,926 - mmaction - INFO - Epoch [228][440/3757] lr: 3.133e-03, eta: 1 day, 1:28:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8125, loss_cls: 1.7028, loss: 1.7028, grad_norm: 6.9804 2020-08-07 05:14:52,676 - mmaction - INFO - Epoch [228][460/3757] lr: 3.133e-03, eta: 1 day, 1:27:51, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8133, loss_cls: 1.6113, loss: 1.6113, grad_norm: 6.8292 2020-08-07 05:15:08,509 - mmaction - INFO - Epoch [228][480/3757] lr: 3.133e-03, eta: 1 day, 1:27:34, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8227, loss_cls: 1.6699, loss: 1.6699, grad_norm: 6.9532 2020-08-07 05:15:24,312 - mmaction - INFO - Epoch [228][500/3757] lr: 3.133e-03, eta: 1 day, 1:27:17, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8094, loss_cls: 1.7110, loss: 1.7110, grad_norm: 7.1555 2020-08-07 05:15:40,209 - mmaction - INFO - Epoch [228][520/3757] lr: 3.133e-03, eta: 1 day, 1:27:00, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8258, loss_cls: 1.6343, loss: 1.6343, grad_norm: 6.9318 2020-08-07 05:15:55,997 - mmaction - INFO - Epoch [228][540/3757] lr: 3.133e-03, eta: 1 day, 1:26:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8055, loss_cls: 1.6612, loss: 1.6612, grad_norm: 6.9134 2020-08-07 05:16:11,827 - mmaction - INFO - Epoch [228][560/3757] lr: 3.133e-03, eta: 1 day, 1:26:25, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5969, top5_acc: 0.8102, loss_cls: 1.6507, loss: 1.6507, grad_norm: 7.0245 2020-08-07 05:16:27,584 - mmaction - INFO - Epoch [228][580/3757] lr: 3.133e-03, eta: 1 day, 1:26:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8187, loss_cls: 1.6185, loss: 1.6185, grad_norm: 6.9449 2020-08-07 05:16:43,323 - mmaction - INFO - Epoch [228][600/3757] lr: 3.133e-03, eta: 1 day, 1:25:51, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5945, top5_acc: 0.7992, loss_cls: 1.7341, loss: 1.7341, grad_norm: 7.0465 2020-08-07 05:16:59,142 - mmaction - INFO - Epoch [228][620/3757] lr: 3.133e-03, eta: 1 day, 1:25:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.6997, loss: 1.6997, grad_norm: 7.1444 2020-08-07 05:17:14,901 - mmaction - INFO - Epoch [228][640/3757] lr: 3.133e-03, eta: 1 day, 1:25:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8078, loss_cls: 1.6855, loss: 1.6855, grad_norm: 6.9257 2020-08-07 05:17:30,686 - mmaction - INFO - Epoch [228][660/3757] lr: 3.133e-03, eta: 1 day, 1:24:59, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8320, loss_cls: 1.5830, loss: 1.5830, grad_norm: 7.0938 2020-08-07 05:17:46,540 - mmaction - INFO - Epoch [228][680/3757] lr: 3.133e-03, eta: 1 day, 1:24:42, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8008, loss_cls: 1.6952, loss: 1.6952, grad_norm: 7.2115 2020-08-07 05:18:02,394 - mmaction - INFO - Epoch [228][700/3757] lr: 3.133e-03, eta: 1 day, 1:24:25, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8117, loss_cls: 1.6089, loss: 1.6089, grad_norm: 6.8563 2020-08-07 05:18:18,286 - mmaction - INFO - Epoch [228][720/3757] lr: 3.133e-03, eta: 1 day, 1:24:07, time: 0.795, data_time: 0.013, memory: 6192, top1_acc: 0.5914, top5_acc: 0.7977, loss_cls: 1.7471, loss: 1.7471, grad_norm: 7.1595 2020-08-07 05:18:34,112 - mmaction - INFO - Epoch [228][740/3757] lr: 3.133e-03, eta: 1 day, 1:23:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8336, loss_cls: 1.5411, loss: 1.5411, grad_norm: 6.7563 2020-08-07 05:18:49,908 - mmaction - INFO - Epoch [228][760/3757] lr: 3.133e-03, eta: 1 day, 1:23:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8047, loss_cls: 1.6579, loss: 1.6579, grad_norm: 6.9758 2020-08-07 05:19:05,659 - mmaction - INFO - Epoch [228][780/3757] lr: 3.133e-03, eta: 1 day, 1:23:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8250, loss_cls: 1.6175, loss: 1.6175, grad_norm: 6.9740 2020-08-07 05:19:21,455 - mmaction - INFO - Epoch [228][800/3757] lr: 3.133e-03, eta: 1 day, 1:22:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8008, loss_cls: 1.7471, loss: 1.7471, grad_norm: 7.0220 2020-08-07 05:19:37,189 - mmaction - INFO - Epoch [228][820/3757] lr: 3.133e-03, eta: 1 day, 1:22:41, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5898, top5_acc: 0.8125, loss_cls: 1.7024, loss: 1.7024, grad_norm: 6.9556 2020-08-07 05:19:52,982 - mmaction - INFO - Epoch [228][840/3757] lr: 3.133e-03, eta: 1 day, 1:22:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8109, loss_cls: 1.6779, loss: 1.6779, grad_norm: 6.9446 2020-08-07 05:20:08,793 - mmaction - INFO - Epoch [228][860/3757] lr: 3.133e-03, eta: 1 day, 1:22:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7961, loss_cls: 1.7755, loss: 1.7755, grad_norm: 7.1897 2020-08-07 05:20:24,598 - mmaction - INFO - Epoch [228][880/3757] lr: 3.133e-03, eta: 1 day, 1:21:50, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8094, loss_cls: 1.6964, loss: 1.6964, grad_norm: 7.1331 2020-08-07 05:20:40,452 - mmaction - INFO - Epoch [228][900/3757] lr: 3.133e-03, eta: 1 day, 1:21:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8133, loss_cls: 1.6756, loss: 1.6756, grad_norm: 7.0150 2020-08-07 05:20:56,235 - mmaction - INFO - Epoch [228][920/3757] lr: 3.133e-03, eta: 1 day, 1:21:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8187, loss_cls: 1.6478, loss: 1.6478, grad_norm: 6.9776 2020-08-07 05:21:11,998 - mmaction - INFO - Epoch [228][940/3757] lr: 3.133e-03, eta: 1 day, 1:20:58, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8031, loss_cls: 1.6871, loss: 1.6871, grad_norm: 6.9971 2020-08-07 05:21:27,855 - mmaction - INFO - Epoch [228][960/3757] lr: 3.133e-03, eta: 1 day, 1:20:41, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8039, loss_cls: 1.7114, loss: 1.7114, grad_norm: 6.9617 2020-08-07 05:21:43,663 - mmaction - INFO - Epoch [228][980/3757] lr: 3.133e-03, eta: 1 day, 1:20:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8063, loss_cls: 1.6635, loss: 1.6635, grad_norm: 6.9380 2020-08-07 05:21:59,411 - mmaction - INFO - Epoch [228][1000/3757] lr: 3.133e-03, eta: 1 day, 1:20:06, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8187, loss_cls: 1.6138, loss: 1.6138, grad_norm: 6.9533 2020-08-07 05:22:15,238 - mmaction - INFO - Epoch [228][1020/3757] lr: 3.133e-03, eta: 1 day, 1:19:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8141, loss_cls: 1.6497, loss: 1.6497, grad_norm: 6.9649 2020-08-07 05:22:31,076 - mmaction - INFO - Epoch [228][1040/3757] lr: 3.133e-03, eta: 1 day, 1:19:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5883, top5_acc: 0.8055, loss_cls: 1.6913, loss: 1.6913, grad_norm: 7.0406 2020-08-07 05:22:46,875 - mmaction - INFO - Epoch [228][1060/3757] lr: 3.133e-03, eta: 1 day, 1:19:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8133, loss_cls: 1.5802, loss: 1.5802, grad_norm: 6.9427 2020-08-07 05:23:02,673 - mmaction - INFO - Epoch [228][1080/3757] lr: 3.133e-03, eta: 1 day, 1:18:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5805, top5_acc: 0.8086, loss_cls: 1.7571, loss: 1.7571, grad_norm: 7.1900 2020-08-07 05:23:18,448 - mmaction - INFO - Epoch [228][1100/3757] lr: 3.133e-03, eta: 1 day, 1:18:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8219, loss_cls: 1.6727, loss: 1.6727, grad_norm: 6.9462 2020-08-07 05:23:34,308 - mmaction - INFO - Epoch [228][1120/3757] lr: 3.133e-03, eta: 1 day, 1:18:23, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8055, loss_cls: 1.7046, loss: 1.7046, grad_norm: 6.9103 2020-08-07 05:23:50,127 - mmaction - INFO - Epoch [228][1140/3757] lr: 3.133e-03, eta: 1 day, 1:18:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8297, loss_cls: 1.6117, loss: 1.6117, grad_norm: 6.8145 2020-08-07 05:24:05,834 - mmaction - INFO - Epoch [228][1160/3757] lr: 3.133e-03, eta: 1 day, 1:17:49, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.6676, loss: 1.6676, grad_norm: 7.0266 2020-08-07 05:24:21,582 - mmaction - INFO - Epoch [228][1180/3757] lr: 3.133e-03, eta: 1 day, 1:17:31, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8180, loss_cls: 1.6462, loss: 1.6462, grad_norm: 7.0981 2020-08-07 05:24:37,422 - mmaction - INFO - Epoch [228][1200/3757] lr: 3.133e-03, eta: 1 day, 1:17:14, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8094, loss_cls: 1.7420, loss: 1.7420, grad_norm: 7.0865 2020-08-07 05:24:53,281 - mmaction - INFO - Epoch [228][1220/3757] lr: 3.133e-03, eta: 1 day, 1:16:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8359, loss_cls: 1.6000, loss: 1.6000, grad_norm: 6.9252 2020-08-07 05:25:09,117 - mmaction - INFO - Epoch [228][1240/3757] lr: 3.133e-03, eta: 1 day, 1:16:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8203, loss_cls: 1.6165, loss: 1.6165, grad_norm: 7.2002 2020-08-07 05:25:24,856 - mmaction - INFO - Epoch [228][1260/3757] lr: 3.133e-03, eta: 1 day, 1:16:23, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.6875, loss: 1.6875, grad_norm: 6.9807 2020-08-07 05:25:40,621 - mmaction - INFO - Epoch [228][1280/3757] lr: 3.133e-03, eta: 1 day, 1:16:05, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8234, loss_cls: 1.6402, loss: 1.6402, grad_norm: 7.2938 2020-08-07 05:25:56,453 - mmaction - INFO - Epoch [228][1300/3757] lr: 3.133e-03, eta: 1 day, 1:15:48, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8195, loss_cls: 1.6633, loss: 1.6633, grad_norm: 7.0089 2020-08-07 05:26:12,233 - mmaction - INFO - Epoch [228][1320/3757] lr: 3.133e-03, eta: 1 day, 1:15:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8234, loss_cls: 1.6223, loss: 1.6223, grad_norm: 7.0046 2020-08-07 05:26:28,019 - mmaction - INFO - Epoch [228][1340/3757] lr: 3.133e-03, eta: 1 day, 1:15:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8133, loss_cls: 1.6423, loss: 1.6423, grad_norm: 6.8897 2020-08-07 05:26:43,838 - mmaction - INFO - Epoch [228][1360/3757] lr: 3.133e-03, eta: 1 day, 1:14:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8055, loss_cls: 1.6383, loss: 1.6383, grad_norm: 6.6906 2020-08-07 05:26:59,697 - mmaction - INFO - Epoch [228][1380/3757] lr: 3.133e-03, eta: 1 day, 1:14:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8273, loss_cls: 1.5717, loss: 1.5717, grad_norm: 6.7478 2020-08-07 05:27:15,487 - mmaction - INFO - Epoch [228][1400/3757] lr: 3.133e-03, eta: 1 day, 1:14:22, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8094, loss_cls: 1.6982, loss: 1.6982, grad_norm: 7.1768 2020-08-07 05:27:31,252 - mmaction - INFO - Epoch [228][1420/3757] lr: 3.133e-03, eta: 1 day, 1:14:05, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8195, loss_cls: 1.6035, loss: 1.6035, grad_norm: 7.1380 2020-08-07 05:27:47,003 - mmaction - INFO - Epoch [228][1440/3757] lr: 3.133e-03, eta: 1 day, 1:13:48, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8117, loss_cls: 1.6906, loss: 1.6906, grad_norm: 7.0679 2020-08-07 05:28:02,761 - mmaction - INFO - Epoch [228][1460/3757] lr: 3.133e-03, eta: 1 day, 1:13:30, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8156, loss_cls: 1.6323, loss: 1.6323, grad_norm: 7.1502 2020-08-07 05:28:18,717 - mmaction - INFO - Epoch [228][1480/3757] lr: 3.133e-03, eta: 1 day, 1:13:13, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8359, loss_cls: 1.5576, loss: 1.5576, grad_norm: 6.9038 2020-08-07 05:28:34,492 - mmaction - INFO - Epoch [228][1500/3757] lr: 3.133e-03, eta: 1 day, 1:12:56, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8195, loss_cls: 1.5970, loss: 1.5970, grad_norm: 6.8380 2020-08-07 05:28:50,269 - mmaction - INFO - Epoch [228][1520/3757] lr: 3.133e-03, eta: 1 day, 1:12:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8109, loss_cls: 1.6815, loss: 1.6815, grad_norm: 7.1573 2020-08-07 05:29:06,075 - mmaction - INFO - Epoch [228][1540/3757] lr: 3.133e-03, eta: 1 day, 1:12:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8281, loss_cls: 1.6454, loss: 1.6454, grad_norm: 7.1506 2020-08-07 05:29:21,938 - mmaction - INFO - Epoch [228][1560/3757] lr: 3.133e-03, eta: 1 day, 1:12:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8164, loss_cls: 1.6451, loss: 1.6451, grad_norm: 7.2089 2020-08-07 05:29:37,729 - mmaction - INFO - Epoch [228][1580/3757] lr: 3.133e-03, eta: 1 day, 1:11:47, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8156, loss_cls: 1.6744, loss: 1.6744, grad_norm: 7.1225 2020-08-07 05:29:53,521 - mmaction - INFO - Epoch [228][1600/3757] lr: 3.133e-03, eta: 1 day, 1:11:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5875, top5_acc: 0.8078, loss_cls: 1.7725, loss: 1.7725, grad_norm: 7.1199 2020-08-07 05:30:09,420 - mmaction - INFO - Epoch [228][1620/3757] lr: 3.133e-03, eta: 1 day, 1:11:13, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8094, loss_cls: 1.6923, loss: 1.6923, grad_norm: 7.0711 2020-08-07 05:30:25,600 - mmaction - INFO - Epoch [228][1640/3757] lr: 3.133e-03, eta: 1 day, 1:10:56, time: 0.807, data_time: 0.023, memory: 6192, top1_acc: 0.6133, top5_acc: 0.7953, loss_cls: 1.7150, loss: 1.7150, grad_norm: 7.0379 2020-08-07 05:30:41,767 - mmaction - INFO - Epoch [228][1660/3757] lr: 3.133e-03, eta: 1 day, 1:10:39, time: 0.810, data_time: 0.020, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8391, loss_cls: 1.5247, loss: 1.5247, grad_norm: 7.1058 2020-08-07 05:30:57,986 - mmaction - INFO - Epoch [228][1680/3757] lr: 3.133e-03, eta: 1 day, 1:10:22, time: 0.809, data_time: 0.023, memory: 6192, top1_acc: 0.5984, top5_acc: 0.7937, loss_cls: 1.7836, loss: 1.7836, grad_norm: 6.9798 2020-08-07 05:31:14,016 - mmaction - INFO - Epoch [228][1700/3757] lr: 3.133e-03, eta: 1 day, 1:10:04, time: 0.804, data_time: 0.020, memory: 6192, top1_acc: 0.6055, top5_acc: 0.7922, loss_cls: 1.7132, loss: 1.7132, grad_norm: 6.9938 2020-08-07 05:31:29,838 - mmaction - INFO - Epoch [228][1720/3757] lr: 3.133e-03, eta: 1 day, 1:09:47, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8250, loss_cls: 1.6162, loss: 1.6162, grad_norm: 6.9438 2020-08-07 05:31:45,677 - mmaction - INFO - Epoch [228][1740/3757] lr: 3.133e-03, eta: 1 day, 1:09:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8266, loss_cls: 1.5964, loss: 1.5964, grad_norm: 6.9315 2020-08-07 05:32:01,458 - mmaction - INFO - Epoch [228][1760/3757] lr: 3.133e-03, eta: 1 day, 1:09:13, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8117, loss_cls: 1.6638, loss: 1.6638, grad_norm: 6.9974 2020-08-07 05:32:17,283 - mmaction - INFO - Epoch [228][1780/3757] lr: 3.133e-03, eta: 1 day, 1:08:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5969, top5_acc: 0.8187, loss_cls: 1.6986, loss: 1.6986, grad_norm: 7.2866 2020-08-07 05:32:33,060 - mmaction - INFO - Epoch [228][1800/3757] lr: 3.133e-03, eta: 1 day, 1:08:38, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8172, loss_cls: 1.6221, loss: 1.6221, grad_norm: 7.0924 2020-08-07 05:32:48,802 - mmaction - INFO - Epoch [228][1820/3757] lr: 3.133e-03, eta: 1 day, 1:08:21, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8086, loss_cls: 1.6727, loss: 1.6727, grad_norm: 6.9415 2020-08-07 05:33:04,552 - mmaction - INFO - Epoch [228][1840/3757] lr: 3.133e-03, eta: 1 day, 1:08:04, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8195, loss_cls: 1.6042, loss: 1.6042, grad_norm: 6.8583 2020-08-07 05:33:20,329 - mmaction - INFO - Epoch [228][1860/3757] lr: 3.133e-03, eta: 1 day, 1:07:47, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8148, loss_cls: 1.6433, loss: 1.6433, grad_norm: 6.9415 2020-08-07 05:33:36,151 - mmaction - INFO - Epoch [228][1880/3757] lr: 3.133e-03, eta: 1 day, 1:07:29, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8305, loss_cls: 1.6103, loss: 1.6103, grad_norm: 6.8787 2020-08-07 05:33:51,945 - mmaction - INFO - Epoch [228][1900/3757] lr: 3.133e-03, eta: 1 day, 1:07:12, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.5898, top5_acc: 0.8094, loss_cls: 1.7072, loss: 1.7072, grad_norm: 7.1515 2020-08-07 05:34:07,661 - mmaction - INFO - Epoch [228][1920/3757] lr: 3.133e-03, eta: 1 day, 1:06:55, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8164, loss_cls: 1.7018, loss: 1.7018, grad_norm: 7.3815 2020-08-07 05:34:23,438 - mmaction - INFO - Epoch [228][1940/3757] lr: 3.133e-03, eta: 1 day, 1:06:38, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6000, top5_acc: 0.7977, loss_cls: 1.6907, loss: 1.6907, grad_norm: 7.1897 2020-08-07 05:34:39,273 - mmaction - INFO - Epoch [228][1960/3757] lr: 3.133e-03, eta: 1 day, 1:06:21, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8086, loss_cls: 1.6733, loss: 1.6733, grad_norm: 7.1034 2020-08-07 05:34:55,119 - mmaction - INFO - Epoch [228][1980/3757] lr: 3.133e-03, eta: 1 day, 1:06:03, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8297, loss_cls: 1.5399, loss: 1.5399, grad_norm: 6.7977 2020-08-07 05:35:10,894 - mmaction - INFO - Epoch [228][2000/3757] lr: 3.133e-03, eta: 1 day, 1:05:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8102, loss_cls: 1.6382, loss: 1.6382, grad_norm: 7.1120 2020-08-07 05:35:26,704 - mmaction - INFO - Epoch [228][2020/3757] lr: 3.133e-03, eta: 1 day, 1:05:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8242, loss_cls: 1.5943, loss: 1.5943, grad_norm: 6.9931 2020-08-07 05:35:42,464 - mmaction - INFO - Epoch [228][2040/3757] lr: 3.133e-03, eta: 1 day, 1:05:12, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5852, top5_acc: 0.8313, loss_cls: 1.6559, loss: 1.6559, grad_norm: 7.1872 2020-08-07 05:35:58,218 - mmaction - INFO - Epoch [228][2060/3757] lr: 3.133e-03, eta: 1 day, 1:04:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8211, loss_cls: 1.6392, loss: 1.6392, grad_norm: 6.9122 2020-08-07 05:36:14,031 - mmaction - INFO - Epoch [228][2080/3757] lr: 3.133e-03, eta: 1 day, 1:04:37, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8258, loss_cls: 1.6575, loss: 1.6575, grad_norm: 6.8574 2020-08-07 05:36:29,774 - mmaction - INFO - Epoch [228][2100/3757] lr: 3.133e-03, eta: 1 day, 1:04:20, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8266, loss_cls: 1.5045, loss: 1.5045, grad_norm: 6.4998 2020-08-07 05:36:45,531 - mmaction - INFO - Epoch [228][2120/3757] lr: 3.133e-03, eta: 1 day, 1:04:03, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8242, loss_cls: 1.6031, loss: 1.6031, grad_norm: 7.0625 2020-08-07 05:37:01,336 - mmaction - INFO - Epoch [228][2140/3757] lr: 3.133e-03, eta: 1 day, 1:03:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6016, top5_acc: 0.7844, loss_cls: 1.7796, loss: 1.7796, grad_norm: 7.1646 2020-08-07 05:37:17,206 - mmaction - INFO - Epoch [228][2160/3757] lr: 3.133e-03, eta: 1 day, 1:03:29, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8047, loss_cls: 1.7238, loss: 1.7238, grad_norm: 7.1568 2020-08-07 05:37:32,990 - mmaction - INFO - Epoch [228][2180/3757] lr: 3.133e-03, eta: 1 day, 1:03:11, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8078, loss_cls: 1.6972, loss: 1.6972, grad_norm: 6.9601 2020-08-07 05:37:48,756 - mmaction - INFO - Epoch [228][2200/3757] lr: 3.133e-03, eta: 1 day, 1:02:54, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.7937, loss_cls: 1.7516, loss: 1.7516, grad_norm: 7.0345 2020-08-07 05:38:04,571 - mmaction - INFO - Epoch [228][2220/3757] lr: 3.133e-03, eta: 1 day, 1:02:37, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8156, loss_cls: 1.6658, loss: 1.6658, grad_norm: 7.1108 2020-08-07 05:38:20,506 - mmaction - INFO - Epoch [228][2240/3757] lr: 3.133e-03, eta: 1 day, 1:02:20, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.7992, loss_cls: 1.7190, loss: 1.7190, grad_norm: 6.9097 2020-08-07 05:38:36,217 - mmaction - INFO - Epoch [228][2260/3757] lr: 3.133e-03, eta: 1 day, 1:02:03, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8258, loss_cls: 1.5996, loss: 1.5996, grad_norm: 6.9151 2020-08-07 05:38:51,992 - mmaction - INFO - Epoch [228][2280/3757] lr: 3.133e-03, eta: 1 day, 1:01:45, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8078, loss_cls: 1.6891, loss: 1.6891, grad_norm: 7.1936 2020-08-07 05:39:07,835 - mmaction - INFO - Epoch [228][2300/3757] lr: 3.133e-03, eta: 1 day, 1:01:28, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8281, loss_cls: 1.6149, loss: 1.6149, grad_norm: 7.0495 2020-08-07 05:39:23,579 - mmaction - INFO - Epoch [228][2320/3757] lr: 3.133e-03, eta: 1 day, 1:01:11, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8125, loss_cls: 1.6800, loss: 1.6800, grad_norm: 6.9488 2020-08-07 05:39:39,377 - mmaction - INFO - Epoch [228][2340/3757] lr: 3.133e-03, eta: 1 day, 1:00:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8250, loss_cls: 1.6683, loss: 1.6683, grad_norm: 7.0956 2020-08-07 05:39:55,142 - mmaction - INFO - Epoch [228][2360/3757] lr: 3.133e-03, eta: 1 day, 1:00:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8086, loss_cls: 1.6437, loss: 1.6437, grad_norm: 6.8329 2020-08-07 05:40:10,996 - mmaction - INFO - Epoch [228][2380/3757] lr: 3.133e-03, eta: 1 day, 1:00:19, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8187, loss_cls: 1.6391, loss: 1.6391, grad_norm: 6.8971 2020-08-07 05:40:26,754 - mmaction - INFO - Epoch [228][2400/3757] lr: 3.133e-03, eta: 1 day, 1:00:02, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8305, loss_cls: 1.6187, loss: 1.6187, grad_norm: 7.1308 2020-08-07 05:40:42,519 - mmaction - INFO - Epoch [228][2420/3757] lr: 3.133e-03, eta: 1 day, 0:59:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8227, loss_cls: 1.6663, loss: 1.6663, grad_norm: 7.1099 2020-08-07 05:40:58,389 - mmaction - INFO - Epoch [228][2440/3757] lr: 3.133e-03, eta: 1 day, 0:59:28, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8070, loss_cls: 1.6965, loss: 1.6965, grad_norm: 6.9210 2020-08-07 05:41:14,134 - mmaction - INFO - Epoch [228][2460/3757] lr: 3.133e-03, eta: 1 day, 0:59:10, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8141, loss_cls: 1.6526, loss: 1.6526, grad_norm: 7.1620 2020-08-07 05:41:29,915 - mmaction - INFO - Epoch [228][2480/3757] lr: 3.133e-03, eta: 1 day, 0:58:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8328, loss_cls: 1.5891, loss: 1.5891, grad_norm: 6.9227 2020-08-07 05:41:45,766 - mmaction - INFO - Epoch [228][2500/3757] lr: 3.133e-03, eta: 1 day, 0:58:36, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8047, loss_cls: 1.6474, loss: 1.6474, grad_norm: 6.8628 2020-08-07 05:42:01,508 - mmaction - INFO - Epoch [228][2520/3757] lr: 3.133e-03, eta: 1 day, 0:58:19, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8141, loss_cls: 1.7084, loss: 1.7084, grad_norm: 7.2845 2020-08-07 05:42:17,343 - mmaction - INFO - Epoch [228][2540/3757] lr: 3.133e-03, eta: 1 day, 0:58:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8055, loss_cls: 1.7251, loss: 1.7251, grad_norm: 7.1770 2020-08-07 05:42:32,999 - mmaction - INFO - Epoch [228][2560/3757] lr: 3.133e-03, eta: 1 day, 0:57:44, time: 0.783, data_time: 0.002, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8055, loss_cls: 1.6818, loss: 1.6818, grad_norm: 7.0550 2020-08-07 05:42:48,863 - mmaction - INFO - Epoch [228][2580/3757] lr: 3.133e-03, eta: 1 day, 0:57:27, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5859, top5_acc: 0.8055, loss_cls: 1.6616, loss: 1.6616, grad_norm: 7.2110 2020-08-07 05:43:04,673 - mmaction - INFO - Epoch [228][2600/3757] lr: 3.133e-03, eta: 1 day, 0:57:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8148, loss_cls: 1.6425, loss: 1.6425, grad_norm: 7.0722 2020-08-07 05:43:20,413 - mmaction - INFO - Epoch [228][2620/3757] lr: 3.133e-03, eta: 1 day, 0:56:53, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8109, loss_cls: 1.6931, loss: 1.6931, grad_norm: 7.1931 2020-08-07 05:43:36,224 - mmaction - INFO - Epoch [228][2640/3757] lr: 3.133e-03, eta: 1 day, 0:56:36, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8313, loss_cls: 1.5681, loss: 1.5681, grad_norm: 6.7248 2020-08-07 05:43:52,080 - mmaction - INFO - Epoch [228][2660/3757] lr: 3.133e-03, eta: 1 day, 0:56:18, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8094, loss_cls: 1.6789, loss: 1.6789, grad_norm: 7.2008 2020-08-07 05:44:07,846 - mmaction - INFO - Epoch [228][2680/3757] lr: 3.133e-03, eta: 1 day, 0:56:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8078, loss_cls: 1.6733, loss: 1.6733, grad_norm: 7.0161 2020-08-07 05:44:23,680 - mmaction - INFO - Epoch [228][2700/3757] lr: 3.133e-03, eta: 1 day, 0:55:44, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5852, top5_acc: 0.8031, loss_cls: 1.7327, loss: 1.7327, grad_norm: 7.1667 2020-08-07 05:44:39,477 - mmaction - INFO - Epoch [228][2720/3757] lr: 3.133e-03, eta: 1 day, 0:55:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8016, loss_cls: 1.7073, loss: 1.7073, grad_norm: 6.7062 2020-08-07 05:44:55,250 - mmaction - INFO - Epoch [228][2740/3757] lr: 3.133e-03, eta: 1 day, 0:55:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8156, loss_cls: 1.5956, loss: 1.5956, grad_norm: 6.7194 2020-08-07 05:45:11,067 - mmaction - INFO - Epoch [228][2760/3757] lr: 3.133e-03, eta: 1 day, 0:54:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8187, loss_cls: 1.6820, loss: 1.6820, grad_norm: 7.0224 2020-08-07 05:45:26,889 - mmaction - INFO - Epoch [228][2780/3757] lr: 3.133e-03, eta: 1 day, 0:54:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8180, loss_cls: 1.6422, loss: 1.6422, grad_norm: 7.0079 2020-08-07 05:45:42,643 - mmaction - INFO - Epoch [228][2800/3757] lr: 3.133e-03, eta: 1 day, 0:54:18, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5859, top5_acc: 0.8008, loss_cls: 1.7414, loss: 1.7414, grad_norm: 7.0003 2020-08-07 05:45:58,422 - mmaction - INFO - Epoch [228][2820/3757] lr: 3.133e-03, eta: 1 day, 0:54:01, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8094, loss_cls: 1.6794, loss: 1.6794, grad_norm: 7.1224 2020-08-07 05:46:14,203 - mmaction - INFO - Epoch [228][2840/3757] lr: 3.133e-03, eta: 1 day, 0:53:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8133, loss_cls: 1.6773, loss: 1.6773, grad_norm: 7.0659 2020-08-07 05:46:30,065 - mmaction - INFO - Epoch [228][2860/3757] lr: 3.133e-03, eta: 1 day, 0:53:26, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8172, loss_cls: 1.6492, loss: 1.6492, grad_norm: 7.1458 2020-08-07 05:46:45,853 - mmaction - INFO - Epoch [228][2880/3757] lr: 3.133e-03, eta: 1 day, 0:53:09, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8180, loss_cls: 1.5992, loss: 1.5992, grad_norm: 6.8863 2020-08-07 05:47:01,638 - mmaction - INFO - Epoch [228][2900/3757] lr: 3.133e-03, eta: 1 day, 0:52:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8086, loss_cls: 1.7024, loss: 1.7024, grad_norm: 7.2335 2020-08-07 05:47:17,439 - mmaction - INFO - Epoch [228][2920/3757] lr: 3.133e-03, eta: 1 day, 0:52:35, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8180, loss_cls: 1.6653, loss: 1.6653, grad_norm: 7.0924 2020-08-07 05:47:33,236 - mmaction - INFO - Epoch [228][2940/3757] lr: 3.133e-03, eta: 1 day, 0:52:18, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5875, top5_acc: 0.8055, loss_cls: 1.7273, loss: 1.7273, grad_norm: 7.2029 2020-08-07 05:47:49,038 - mmaction - INFO - Epoch [228][2960/3757] lr: 3.133e-03, eta: 1 day, 0:52:00, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8047, loss_cls: 1.6933, loss: 1.6933, grad_norm: 7.0039 2020-08-07 05:48:04,847 - mmaction - INFO - Epoch [228][2980/3757] lr: 3.133e-03, eta: 1 day, 0:51:43, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8203, loss_cls: 1.6232, loss: 1.6232, grad_norm: 6.8382 2020-08-07 05:48:20,681 - mmaction - INFO - Epoch [228][3000/3757] lr: 3.133e-03, eta: 1 day, 0:51:26, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.7242, loss: 1.7242, grad_norm: 7.2235 2020-08-07 05:48:36,542 - mmaction - INFO - Epoch [228][3020/3757] lr: 3.133e-03, eta: 1 day, 0:51:09, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8039, loss_cls: 1.6990, loss: 1.6990, grad_norm: 7.1208 2020-08-07 05:48:52,327 - mmaction - INFO - Epoch [228][3040/3757] lr: 3.133e-03, eta: 1 day, 0:50:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8227, loss_cls: 1.6166, loss: 1.6166, grad_norm: 7.1280 2020-08-07 05:49:08,107 - mmaction - INFO - Epoch [228][3060/3757] lr: 3.133e-03, eta: 1 day, 0:50:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8227, loss_cls: 1.6364, loss: 1.6364, grad_norm: 6.7939 2020-08-07 05:49:23,850 - mmaction - INFO - Epoch [228][3080/3757] lr: 3.133e-03, eta: 1 day, 0:50:17, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8156, loss_cls: 1.6463, loss: 1.6463, grad_norm: 6.8093 2020-08-07 05:49:39,710 - mmaction - INFO - Epoch [228][3100/3757] lr: 3.133e-03, eta: 1 day, 0:50:00, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8148, loss_cls: 1.6540, loss: 1.6540, grad_norm: 6.8108 2020-08-07 05:49:55,495 - mmaction - INFO - Epoch [228][3120/3757] lr: 3.133e-03, eta: 1 day, 0:49:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.6973, loss: 1.6973, grad_norm: 7.0495 2020-08-07 05:50:11,370 - mmaction - INFO - Epoch [228][3140/3757] lr: 3.133e-03, eta: 1 day, 0:49:26, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8094, loss_cls: 1.6768, loss: 1.6768, grad_norm: 6.8823 2020-08-07 05:50:27,196 - mmaction - INFO - Epoch [228][3160/3757] lr: 3.133e-03, eta: 1 day, 0:49:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8117, loss_cls: 1.7057, loss: 1.7057, grad_norm: 7.1615 2020-08-07 05:50:43,000 - mmaction - INFO - Epoch [228][3180/3757] lr: 3.133e-03, eta: 1 day, 0:48:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8180, loss_cls: 1.6160, loss: 1.6160, grad_norm: 6.8905 2020-08-07 05:50:58,765 - mmaction - INFO - Epoch [228][3200/3757] lr: 3.133e-03, eta: 1 day, 0:48:34, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8156, loss_cls: 1.6617, loss: 1.6617, grad_norm: 6.8892 2020-08-07 05:51:14,647 - mmaction - INFO - Epoch [228][3220/3757] lr: 3.133e-03, eta: 1 day, 0:48:17, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8102, loss_cls: 1.6583, loss: 1.6583, grad_norm: 7.0876 2020-08-07 05:51:30,390 - mmaction - INFO - Epoch [228][3240/3757] lr: 3.133e-03, eta: 1 day, 0:48:00, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.5844, top5_acc: 0.7984, loss_cls: 1.7671, loss: 1.7671, grad_norm: 7.3783 2020-08-07 05:51:46,170 - mmaction - INFO - Epoch [228][3260/3757] lr: 3.133e-03, eta: 1 day, 0:47:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8320, loss_cls: 1.5864, loss: 1.5864, grad_norm: 6.9046 2020-08-07 05:52:02,013 - mmaction - INFO - Epoch [228][3280/3757] lr: 3.133e-03, eta: 1 day, 0:47:25, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8141, loss_cls: 1.6922, loss: 1.6922, grad_norm: 6.8337 2020-08-07 05:52:17,843 - mmaction - INFO - Epoch [228][3300/3757] lr: 3.133e-03, eta: 1 day, 0:47:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8117, loss_cls: 1.6827, loss: 1.6827, grad_norm: 7.0031 2020-08-07 05:52:33,632 - mmaction - INFO - Epoch [228][3320/3757] lr: 3.133e-03, eta: 1 day, 0:46:51, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8070, loss_cls: 1.7017, loss: 1.7017, grad_norm: 6.8115 2020-08-07 05:52:49,390 - mmaction - INFO - Epoch [228][3340/3757] lr: 3.133e-03, eta: 1 day, 0:46:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8109, loss_cls: 1.6098, loss: 1.6098, grad_norm: 6.7624 2020-08-07 05:53:05,153 - mmaction - INFO - Epoch [228][3360/3757] lr: 3.133e-03, eta: 1 day, 0:46:16, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5930, top5_acc: 0.8047, loss_cls: 1.7285, loss: 1.7285, grad_norm: 7.0616 2020-08-07 05:53:20,934 - mmaction - INFO - Epoch [228][3380/3757] lr: 3.133e-03, eta: 1 day, 0:45:59, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8211, loss_cls: 1.6764, loss: 1.6764, grad_norm: 7.1566 2020-08-07 05:53:36,719 - mmaction - INFO - Epoch [228][3400/3757] lr: 3.133e-03, eta: 1 day, 0:45:42, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8234, loss_cls: 1.6491, loss: 1.6491, grad_norm: 6.8398 2020-08-07 05:53:52,568 - mmaction - INFO - Epoch [228][3420/3757] lr: 3.133e-03, eta: 1 day, 0:45:25, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.7961, loss_cls: 1.7161, loss: 1.7161, grad_norm: 6.8249 2020-08-07 05:54:08,391 - mmaction - INFO - Epoch [228][3440/3757] lr: 3.133e-03, eta: 1 day, 0:45:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8133, loss_cls: 1.7011, loss: 1.7011, grad_norm: 7.2567 2020-08-07 05:54:24,226 - mmaction - INFO - Epoch [228][3460/3757] lr: 3.133e-03, eta: 1 day, 0:44:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8164, loss_cls: 1.7145, loss: 1.7145, grad_norm: 7.1259 2020-08-07 05:54:40,022 - mmaction - INFO - Epoch [228][3480/3757] lr: 3.133e-03, eta: 1 day, 0:44:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8227, loss_cls: 1.6656, loss: 1.6656, grad_norm: 7.0867 2020-08-07 05:54:55,837 - mmaction - INFO - Epoch [228][3500/3757] lr: 3.133e-03, eta: 1 day, 0:44:16, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8195, loss_cls: 1.6034, loss: 1.6034, grad_norm: 6.9638 2020-08-07 05:55:11,591 - mmaction - INFO - Epoch [228][3520/3757] lr: 3.133e-03, eta: 1 day, 0:43:59, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5820, top5_acc: 0.7992, loss_cls: 1.7364, loss: 1.7364, grad_norm: 7.1792 2020-08-07 05:55:27,396 - mmaction - INFO - Epoch [228][3540/3757] lr: 3.133e-03, eta: 1 day, 0:43:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5898, top5_acc: 0.7937, loss_cls: 1.7794, loss: 1.7794, grad_norm: 7.1866 2020-08-07 05:55:43,256 - mmaction - INFO - Epoch [228][3560/3757] lr: 3.133e-03, eta: 1 day, 0:43:24, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8117, loss_cls: 1.6524, loss: 1.6524, grad_norm: 6.9639 2020-08-07 05:55:58,969 - mmaction - INFO - Epoch [228][3580/3757] lr: 3.133e-03, eta: 1 day, 0:43:07, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8258, loss_cls: 1.6234, loss: 1.6234, grad_norm: 6.9612 2020-08-07 05:56:14,720 - mmaction - INFO - Epoch [228][3600/3757] lr: 3.133e-03, eta: 1 day, 0:42:50, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.8016, loss_cls: 1.7539, loss: 1.7539, grad_norm: 7.1200 2020-08-07 05:56:30,463 - mmaction - INFO - Epoch [228][3620/3757] lr: 3.133e-03, eta: 1 day, 0:42:33, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8141, loss_cls: 1.6618, loss: 1.6618, grad_norm: 7.1352 2020-08-07 05:56:46,249 - mmaction - INFO - Epoch [228][3640/3757] lr: 3.133e-03, eta: 1 day, 0:42:16, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7914, loss_cls: 1.8141, loss: 1.8141, grad_norm: 7.2293 2020-08-07 05:57:02,071 - mmaction - INFO - Epoch [228][3660/3757] lr: 3.133e-03, eta: 1 day, 0:41:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5742, top5_acc: 0.8016, loss_cls: 1.7611, loss: 1.7611, grad_norm: 7.3370 2020-08-07 05:57:17,878 - mmaction - INFO - Epoch [228][3680/3757] lr: 3.133e-03, eta: 1 day, 0:41:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5867, top5_acc: 0.8055, loss_cls: 1.7733, loss: 1.7733, grad_norm: 7.0990 2020-08-07 05:57:33,635 - mmaction - INFO - Epoch [228][3700/3757] lr: 3.133e-03, eta: 1 day, 0:41:24, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8102, loss_cls: 1.6434, loss: 1.6434, grad_norm: 6.8626 2020-08-07 05:57:49,494 - mmaction - INFO - Epoch [228][3720/3757] lr: 3.133e-03, eta: 1 day, 0:41:07, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8156, loss_cls: 1.6656, loss: 1.6656, grad_norm: 7.0916 2020-08-07 05:58:05,244 - mmaction - INFO - Epoch [228][3740/3757] lr: 3.133e-03, eta: 1 day, 0:40:50, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8141, loss_cls: 1.6836, loss: 1.6836, grad_norm: 7.0293 2020-08-07 05:58:21,843 - mmaction - INFO - Saving checkpoint at 228 epochs 2020-08-07 06:00:52,412 - mmaction - INFO - Epoch [229][20/3757] lr: 2.923e-03, eta: 1 day, 0:40:52, time: 7.491, data_time: 6.670, memory: 6192, top1_acc: 0.5820, top5_acc: 0.8086, loss_cls: 1.6861, loss: 1.6861, grad_norm: 7.3772 2020-08-07 06:01:08,125 - mmaction - INFO - Epoch [229][40/3757] lr: 2.923e-03, eta: 1 day, 0:40:34, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8273, loss_cls: 1.6111, loss: 1.6111, grad_norm: 7.1512 2020-08-07 06:01:23,941 - mmaction - INFO - Epoch [229][60/3757] lr: 2.923e-03, eta: 1 day, 0:40:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8211, loss_cls: 1.6060, loss: 1.6060, grad_norm: 7.0296 2020-08-07 06:01:39,746 - mmaction - INFO - Epoch [229][80/3757] lr: 2.923e-03, eta: 1 day, 0:40:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8055, loss_cls: 1.6828, loss: 1.6828, grad_norm: 7.0449 2020-08-07 06:01:55,526 - mmaction - INFO - Epoch [229][100/3757] lr: 2.923e-03, eta: 1 day, 0:39:43, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8086, loss_cls: 1.6306, loss: 1.6306, grad_norm: 6.9498 2020-08-07 06:02:11,395 - mmaction - INFO - Epoch [229][120/3757] lr: 2.923e-03, eta: 1 day, 0:39:26, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8336, loss_cls: 1.5149, loss: 1.5149, grad_norm: 6.7533 2020-08-07 06:02:27,172 - mmaction - INFO - Epoch [229][140/3757] lr: 2.923e-03, eta: 1 day, 0:39:08, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8180, loss_cls: 1.6546, loss: 1.6546, grad_norm: 7.3879 2020-08-07 06:02:42,846 - mmaction - INFO - Epoch [229][160/3757] lr: 2.923e-03, eta: 1 day, 0:38:51, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.5922, top5_acc: 0.8063, loss_cls: 1.7316, loss: 1.7316, grad_norm: 7.2852 2020-08-07 06:02:58,752 - mmaction - INFO - Epoch [229][180/3757] lr: 2.923e-03, eta: 1 day, 0:38:34, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8164, loss_cls: 1.6162, loss: 1.6162, grad_norm: 6.8421 2020-08-07 06:03:14,509 - mmaction - INFO - Epoch [229][200/3757] lr: 2.923e-03, eta: 1 day, 0:38:17, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8211, loss_cls: 1.6473, loss: 1.6473, grad_norm: 7.0041 2020-08-07 06:03:30,360 - mmaction - INFO - Epoch [229][220/3757] lr: 2.923e-03, eta: 1 day, 0:38:00, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8305, loss_cls: 1.5578, loss: 1.5578, grad_norm: 7.1185 2020-08-07 06:03:46,161 - mmaction - INFO - Epoch [229][240/3757] lr: 2.923e-03, eta: 1 day, 0:37:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5969, top5_acc: 0.8156, loss_cls: 1.6218, loss: 1.6218, grad_norm: 7.3124 2020-08-07 06:04:01,956 - mmaction - INFO - Epoch [229][260/3757] lr: 2.923e-03, eta: 1 day, 0:37:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8273, loss_cls: 1.5581, loss: 1.5581, grad_norm: 7.0733 2020-08-07 06:04:17,743 - mmaction - INFO - Epoch [229][280/3757] lr: 2.923e-03, eta: 1 day, 0:37:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8086, loss_cls: 1.6920, loss: 1.6920, grad_norm: 7.2865 2020-08-07 06:04:33,550 - mmaction - INFO - Epoch [229][300/3757] lr: 2.923e-03, eta: 1 day, 0:36:51, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8195, loss_cls: 1.6008, loss: 1.6008, grad_norm: 7.0992 2020-08-07 06:04:49,389 - mmaction - INFO - Epoch [229][320/3757] lr: 2.923e-03, eta: 1 day, 0:36:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8086, loss_cls: 1.6335, loss: 1.6335, grad_norm: 6.9861 2020-08-07 06:05:05,236 - mmaction - INFO - Epoch [229][340/3757] lr: 2.923e-03, eta: 1 day, 0:36:16, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8039, loss_cls: 1.6627, loss: 1.6627, grad_norm: 6.9504 2020-08-07 06:05:20,975 - mmaction - INFO - Epoch [229][360/3757] lr: 2.923e-03, eta: 1 day, 0:35:59, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8086, loss_cls: 1.6551, loss: 1.6551, grad_norm: 6.9956 2020-08-07 06:05:36,837 - mmaction - INFO - Epoch [229][380/3757] lr: 2.923e-03, eta: 1 day, 0:35:42, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8250, loss_cls: 1.6102, loss: 1.6102, grad_norm: 7.0756 2020-08-07 06:05:52,629 - mmaction - INFO - Epoch [229][400/3757] lr: 2.923e-03, eta: 1 day, 0:35:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8195, loss_cls: 1.6241, loss: 1.6241, grad_norm: 7.0280 2020-08-07 06:06:08,505 - mmaction - INFO - Epoch [229][420/3757] lr: 2.923e-03, eta: 1 day, 0:35:08, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8250, loss_cls: 1.5713, loss: 1.5713, grad_norm: 6.9353 2020-08-07 06:06:24,351 - mmaction - INFO - Epoch [229][440/3757] lr: 2.923e-03, eta: 1 day, 0:34:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8000, loss_cls: 1.7535, loss: 1.7535, grad_norm: 7.2791 2020-08-07 06:06:40,100 - mmaction - INFO - Epoch [229][460/3757] lr: 2.923e-03, eta: 1 day, 0:34:33, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8148, loss_cls: 1.6008, loss: 1.6008, grad_norm: 7.0066 2020-08-07 06:06:55,853 - mmaction - INFO - Epoch [229][480/3757] lr: 2.923e-03, eta: 1 day, 0:34:16, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8141, loss_cls: 1.6605, loss: 1.6605, grad_norm: 7.1924 2020-08-07 06:07:11,710 - mmaction - INFO - Epoch [229][500/3757] lr: 2.923e-03, eta: 1 day, 0:33:59, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8148, loss_cls: 1.6489, loss: 1.6489, grad_norm: 7.0500 2020-08-07 06:07:27,519 - mmaction - INFO - Epoch [229][520/3757] lr: 2.923e-03, eta: 1 day, 0:33:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8187, loss_cls: 1.6685, loss: 1.6685, grad_norm: 6.9225 2020-08-07 06:07:43,339 - mmaction - INFO - Epoch [229][540/3757] lr: 2.923e-03, eta: 1 day, 0:33:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8156, loss_cls: 1.6470, loss: 1.6470, grad_norm: 7.1788 2020-08-07 06:07:59,201 - mmaction - INFO - Epoch [229][560/3757] lr: 2.923e-03, eta: 1 day, 0:33:07, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8266, loss_cls: 1.5667, loss: 1.5667, grad_norm: 6.9822 2020-08-07 06:08:15,003 - mmaction - INFO - Epoch [229][580/3757] lr: 2.923e-03, eta: 1 day, 0:32:50, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.5922, top5_acc: 0.8078, loss_cls: 1.7064, loss: 1.7064, grad_norm: 7.0935 2020-08-07 06:08:30,765 - mmaction - INFO - Epoch [229][600/3757] lr: 2.923e-03, eta: 1 day, 0:32:33, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8086, loss_cls: 1.7159, loss: 1.7159, grad_norm: 7.3145 2020-08-07 06:08:46,516 - mmaction - INFO - Epoch [229][620/3757] lr: 2.923e-03, eta: 1 day, 0:32:16, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5969, top5_acc: 0.8047, loss_cls: 1.6978, loss: 1.6978, grad_norm: 7.2974 2020-08-07 06:09:02,287 - mmaction - INFO - Epoch [229][640/3757] lr: 2.923e-03, eta: 1 day, 0:31:58, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8141, loss_cls: 1.6372, loss: 1.6372, grad_norm: 6.9703 2020-08-07 06:09:18,052 - mmaction - INFO - Epoch [229][660/3757] lr: 2.923e-03, eta: 1 day, 0:31:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8227, loss_cls: 1.6202, loss: 1.6202, grad_norm: 6.8898 2020-08-07 06:09:33,858 - mmaction - INFO - Epoch [229][680/3757] lr: 2.923e-03, eta: 1 day, 0:31:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8156, loss_cls: 1.6482, loss: 1.6482, grad_norm: 7.2446 2020-08-07 06:09:49,675 - mmaction - INFO - Epoch [229][700/3757] lr: 2.923e-03, eta: 1 day, 0:31:07, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8102, loss_cls: 1.6200, loss: 1.6200, grad_norm: 7.0733 2020-08-07 06:10:05,481 - mmaction - INFO - Epoch [229][720/3757] lr: 2.923e-03, eta: 1 day, 0:30:50, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8180, loss_cls: 1.5886, loss: 1.5886, grad_norm: 6.9059 2020-08-07 06:10:21,208 - mmaction - INFO - Epoch [229][740/3757] lr: 2.923e-03, eta: 1 day, 0:30:32, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8172, loss_cls: 1.5797, loss: 1.5797, grad_norm: 7.0426 2020-08-07 06:10:37,028 - mmaction - INFO - Epoch [229][760/3757] lr: 2.923e-03, eta: 1 day, 0:30:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8211, loss_cls: 1.5894, loss: 1.5894, grad_norm: 7.0439 2020-08-07 06:10:52,739 - mmaction - INFO - Epoch [229][780/3757] lr: 2.923e-03, eta: 1 day, 0:29:58, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8125, loss_cls: 1.6936, loss: 1.6936, grad_norm: 7.2333 2020-08-07 06:11:08,572 - mmaction - INFO - Epoch [229][800/3757] lr: 2.923e-03, eta: 1 day, 0:29:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8109, loss_cls: 1.6558, loss: 1.6558, grad_norm: 6.8939 2020-08-07 06:11:24,297 - mmaction - INFO - Epoch [229][820/3757] lr: 2.923e-03, eta: 1 day, 0:29:24, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8031, loss_cls: 1.6990, loss: 1.6990, grad_norm: 7.1276 2020-08-07 06:11:40,103 - mmaction - INFO - Epoch [229][840/3757] lr: 2.923e-03, eta: 1 day, 0:29:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8109, loss_cls: 1.6581, loss: 1.6581, grad_norm: 7.0182 2020-08-07 06:11:55,903 - mmaction - INFO - Epoch [229][860/3757] lr: 2.923e-03, eta: 1 day, 0:28:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8258, loss_cls: 1.6293, loss: 1.6293, grad_norm: 7.0745 2020-08-07 06:12:11,646 - mmaction - INFO - Epoch [229][880/3757] lr: 2.923e-03, eta: 1 day, 0:28:32, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8109, loss_cls: 1.6977, loss: 1.6977, grad_norm: 7.0753 2020-08-07 06:12:27,487 - mmaction - INFO - Epoch [229][900/3757] lr: 2.923e-03, eta: 1 day, 0:28:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8211, loss_cls: 1.6079, loss: 1.6079, grad_norm: 7.1307 2020-08-07 06:12:43,242 - mmaction - INFO - Epoch [229][920/3757] lr: 2.923e-03, eta: 1 day, 0:27:58, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8195, loss_cls: 1.6375, loss: 1.6375, grad_norm: 7.2990 2020-08-07 06:12:59,014 - mmaction - INFO - Epoch [229][940/3757] lr: 2.923e-03, eta: 1 day, 0:27:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8320, loss_cls: 1.5588, loss: 1.5588, grad_norm: 7.0747 2020-08-07 06:13:14,778 - mmaction - INFO - Epoch [229][960/3757] lr: 2.923e-03, eta: 1 day, 0:27:23, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8195, loss_cls: 1.5953, loss: 1.5953, grad_norm: 6.9848 2020-08-07 06:13:30,592 - mmaction - INFO - Epoch [229][980/3757] lr: 2.923e-03, eta: 1 day, 0:27:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8195, loss_cls: 1.6591, loss: 1.6591, grad_norm: 7.2336 2020-08-07 06:13:46,406 - mmaction - INFO - Epoch [229][1000/3757] lr: 2.923e-03, eta: 1 day, 0:26:49, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8211, loss_cls: 1.6145, loss: 1.6145, grad_norm: 7.0165 2020-08-07 06:14:02,266 - mmaction - INFO - Epoch [229][1020/3757] lr: 2.923e-03, eta: 1 day, 0:26:32, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8273, loss_cls: 1.5545, loss: 1.5545, grad_norm: 6.9928 2020-08-07 06:14:18,076 - mmaction - INFO - Epoch [229][1040/3757] lr: 2.923e-03, eta: 1 day, 0:26:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5969, top5_acc: 0.8086, loss_cls: 1.6688, loss: 1.6688, grad_norm: 7.0442 2020-08-07 06:14:33,833 - mmaction - INFO - Epoch [229][1060/3757] lr: 2.923e-03, eta: 1 day, 0:25:57, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8117, loss_cls: 1.6852, loss: 1.6852, grad_norm: 7.2971 2020-08-07 06:14:49,674 - mmaction - INFO - Epoch [229][1080/3757] lr: 2.923e-03, eta: 1 day, 0:25:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8164, loss_cls: 1.6514, loss: 1.6514, grad_norm: 6.9303 2020-08-07 06:15:05,480 - mmaction - INFO - Epoch [229][1100/3757] lr: 2.923e-03, eta: 1 day, 0:25:23, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8172, loss_cls: 1.6179, loss: 1.6179, grad_norm: 6.9695 2020-08-07 06:15:21,237 - mmaction - INFO - Epoch [229][1120/3757] lr: 2.923e-03, eta: 1 day, 0:25:06, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8102, loss_cls: 1.6253, loss: 1.6253, grad_norm: 7.1013 2020-08-07 06:15:37,047 - mmaction - INFO - Epoch [229][1140/3757] lr: 2.923e-03, eta: 1 day, 0:24:48, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5984, top5_acc: 0.7906, loss_cls: 1.7123, loss: 1.7123, grad_norm: 7.1211 2020-08-07 06:15:52,873 - mmaction - INFO - Epoch [229][1160/3757] lr: 2.923e-03, eta: 1 day, 0:24:31, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8063, loss_cls: 1.6920, loss: 1.6920, grad_norm: 7.0816 2020-08-07 06:16:08,681 - mmaction - INFO - Epoch [229][1180/3757] lr: 2.923e-03, eta: 1 day, 0:24:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8172, loss_cls: 1.6713, loss: 1.6713, grad_norm: 7.1694 2020-08-07 06:16:24,389 - mmaction - INFO - Epoch [229][1200/3757] lr: 2.923e-03, eta: 1 day, 0:23:57, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8383, loss_cls: 1.5572, loss: 1.5572, grad_norm: 7.0392 2020-08-07 06:16:40,177 - mmaction - INFO - Epoch [229][1220/3757] lr: 2.923e-03, eta: 1 day, 0:23:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8055, loss_cls: 1.7111, loss: 1.7111, grad_norm: 7.2587 2020-08-07 06:16:55,943 - mmaction - INFO - Epoch [229][1240/3757] lr: 2.923e-03, eta: 1 day, 0:23:22, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8273, loss_cls: 1.5444, loss: 1.5444, grad_norm: 6.9724 2020-08-07 06:17:11,776 - mmaction - INFO - Epoch [229][1260/3757] lr: 2.923e-03, eta: 1 day, 0:23:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8141, loss_cls: 1.6760, loss: 1.6760, grad_norm: 7.1368 2020-08-07 06:17:27,582 - mmaction - INFO - Epoch [229][1280/3757] lr: 2.923e-03, eta: 1 day, 0:22:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8016, loss_cls: 1.7385, loss: 1.7385, grad_norm: 7.2253 2020-08-07 06:17:43,391 - mmaction - INFO - Epoch [229][1300/3757] lr: 2.923e-03, eta: 1 day, 0:22:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8039, loss_cls: 1.6940, loss: 1.6940, grad_norm: 7.1842 2020-08-07 06:17:59,264 - mmaction - INFO - Epoch [229][1320/3757] lr: 2.923e-03, eta: 1 day, 0:22:14, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8367, loss_cls: 1.5125, loss: 1.5125, grad_norm: 6.8408 2020-08-07 06:18:15,083 - mmaction - INFO - Epoch [229][1340/3757] lr: 2.923e-03, eta: 1 day, 0:21:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8258, loss_cls: 1.6336, loss: 1.6336, grad_norm: 7.3237 2020-08-07 06:18:30,870 - mmaction - INFO - Epoch [229][1360/3757] lr: 2.923e-03, eta: 1 day, 0:21:39, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.7182, loss: 1.7182, grad_norm: 7.3828 2020-08-07 06:18:46,642 - mmaction - INFO - Epoch [229][1380/3757] lr: 2.923e-03, eta: 1 day, 0:21:22, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8023, loss_cls: 1.6656, loss: 1.6656, grad_norm: 6.9567 2020-08-07 06:19:02,469 - mmaction - INFO - Epoch [229][1400/3757] lr: 2.923e-03, eta: 1 day, 0:21:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8141, loss_cls: 1.6570, loss: 1.6570, grad_norm: 7.2129 2020-08-07 06:19:18,246 - mmaction - INFO - Epoch [229][1420/3757] lr: 2.923e-03, eta: 1 day, 0:20:48, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8164, loss_cls: 1.6013, loss: 1.6013, grad_norm: 6.9821 2020-08-07 06:19:34,043 - mmaction - INFO - Epoch [229][1440/3757] lr: 2.923e-03, eta: 1 day, 0:20:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8289, loss_cls: 1.6061, loss: 1.6061, grad_norm: 7.0550 2020-08-07 06:19:49,778 - mmaction - INFO - Epoch [229][1460/3757] lr: 2.923e-03, eta: 1 day, 0:20:13, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8195, loss_cls: 1.6544, loss: 1.6544, grad_norm: 7.2016 2020-08-07 06:20:05,710 - mmaction - INFO - Epoch [229][1480/3757] lr: 2.923e-03, eta: 1 day, 0:19:56, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8305, loss_cls: 1.6262, loss: 1.6262, grad_norm: 7.1565 2020-08-07 06:20:21,431 - mmaction - INFO - Epoch [229][1500/3757] lr: 2.923e-03, eta: 1 day, 0:19:39, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8094, loss_cls: 1.6394, loss: 1.6394, grad_norm: 6.9642 2020-08-07 06:20:37,281 - mmaction - INFO - Epoch [229][1520/3757] lr: 2.923e-03, eta: 1 day, 0:19:22, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8203, loss_cls: 1.6554, loss: 1.6554, grad_norm: 7.0859 2020-08-07 06:20:53,158 - mmaction - INFO - Epoch [229][1540/3757] lr: 2.923e-03, eta: 1 day, 0:19:05, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8227, loss_cls: 1.6374, loss: 1.6374, grad_norm: 7.1368 2020-08-07 06:21:08,949 - mmaction - INFO - Epoch [229][1560/3757] lr: 2.923e-03, eta: 1 day, 0:18:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8055, loss_cls: 1.6924, loss: 1.6924, grad_norm: 7.2096 2020-08-07 06:21:24,724 - mmaction - INFO - Epoch [229][1580/3757] lr: 2.923e-03, eta: 1 day, 0:18:30, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8086, loss_cls: 1.7227, loss: 1.7227, grad_norm: 7.1062 2020-08-07 06:21:40,487 - mmaction - INFO - Epoch [229][1600/3757] lr: 2.923e-03, eta: 1 day, 0:18:13, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8250, loss_cls: 1.5610, loss: 1.5610, grad_norm: 6.8644 2020-08-07 06:21:56,321 - mmaction - INFO - Epoch [229][1620/3757] lr: 2.923e-03, eta: 1 day, 0:17:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8148, loss_cls: 1.6533, loss: 1.6533, grad_norm: 7.1093 2020-08-07 06:22:12,045 - mmaction - INFO - Epoch [229][1640/3757] lr: 2.923e-03, eta: 1 day, 0:17:39, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8086, loss_cls: 1.7006, loss: 1.7006, grad_norm: 7.1726 2020-08-07 06:22:27,877 - mmaction - INFO - Epoch [229][1660/3757] lr: 2.923e-03, eta: 1 day, 0:17:21, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5867, top5_acc: 0.7914, loss_cls: 1.7294, loss: 1.7294, grad_norm: 7.2156 2020-08-07 06:22:43,654 - mmaction - INFO - Epoch [229][1680/3757] lr: 2.923e-03, eta: 1 day, 0:17:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8055, loss_cls: 1.7053, loss: 1.7053, grad_norm: 7.2606 2020-08-07 06:22:59,453 - mmaction - INFO - Epoch [229][1700/3757] lr: 2.923e-03, eta: 1 day, 0:16:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8102, loss_cls: 1.6620, loss: 1.6620, grad_norm: 7.2851 2020-08-07 06:23:15,296 - mmaction - INFO - Epoch [229][1720/3757] lr: 2.923e-03, eta: 1 day, 0:16:30, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8008, loss_cls: 1.6833, loss: 1.6833, grad_norm: 7.2217 2020-08-07 06:23:31,042 - mmaction - INFO - Epoch [229][1740/3757] lr: 2.923e-03, eta: 1 day, 0:16:13, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8187, loss_cls: 1.6344, loss: 1.6344, grad_norm: 7.0711 2020-08-07 06:23:46,854 - mmaction - INFO - Epoch [229][1760/3757] lr: 2.923e-03, eta: 1 day, 0:15:55, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5938, top5_acc: 0.7992, loss_cls: 1.7152, loss: 1.7152, grad_norm: 7.3807 2020-08-07 06:24:02,640 - mmaction - INFO - Epoch [229][1780/3757] lr: 2.923e-03, eta: 1 day, 0:15:38, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8102, loss_cls: 1.6902, loss: 1.6902, grad_norm: 6.8981 2020-08-07 06:24:18,424 - mmaction - INFO - Epoch [229][1800/3757] lr: 2.923e-03, eta: 1 day, 0:15:21, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8187, loss_cls: 1.6206, loss: 1.6206, grad_norm: 6.9900 2020-08-07 06:24:34,228 - mmaction - INFO - Epoch [229][1820/3757] lr: 2.923e-03, eta: 1 day, 0:15:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8172, loss_cls: 1.5971, loss: 1.5971, grad_norm: 7.0464 2020-08-07 06:24:49,970 - mmaction - INFO - Epoch [229][1840/3757] lr: 2.923e-03, eta: 1 day, 0:14:47, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8180, loss_cls: 1.6430, loss: 1.6430, grad_norm: 7.0321 2020-08-07 06:25:05,802 - mmaction - INFO - Epoch [229][1860/3757] lr: 2.923e-03, eta: 1 day, 0:14:30, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8305, loss_cls: 1.5769, loss: 1.5769, grad_norm: 7.1393 2020-08-07 06:25:21,509 - mmaction - INFO - Epoch [229][1880/3757] lr: 2.923e-03, eta: 1 day, 0:14:12, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8211, loss_cls: 1.6441, loss: 1.6441, grad_norm: 7.0481 2020-08-07 06:25:37,320 - mmaction - INFO - Epoch [229][1900/3757] lr: 2.923e-03, eta: 1 day, 0:13:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8109, loss_cls: 1.6844, loss: 1.6844, grad_norm: 7.1070 2020-08-07 06:25:53,145 - mmaction - INFO - Epoch [229][1920/3757] lr: 2.923e-03, eta: 1 day, 0:13:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8281, loss_cls: 1.5688, loss: 1.5688, grad_norm: 6.8923 2020-08-07 06:26:08,904 - mmaction - INFO - Epoch [229][1940/3757] lr: 2.923e-03, eta: 1 day, 0:13:21, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8180, loss_cls: 1.6151, loss: 1.6151, grad_norm: 7.1967 2020-08-07 06:26:24,658 - mmaction - INFO - Epoch [229][1960/3757] lr: 2.923e-03, eta: 1 day, 0:13:04, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8258, loss_cls: 1.6271, loss: 1.6271, grad_norm: 7.2480 2020-08-07 06:26:40,422 - mmaction - INFO - Epoch [229][1980/3757] lr: 2.923e-03, eta: 1 day, 0:12:46, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8320, loss_cls: 1.5572, loss: 1.5572, grad_norm: 6.8737 2020-08-07 06:26:56,179 - mmaction - INFO - Epoch [229][2000/3757] lr: 2.923e-03, eta: 1 day, 0:12:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8055, loss_cls: 1.6198, loss: 1.6198, grad_norm: 7.1803 2020-08-07 06:27:11,931 - mmaction - INFO - Epoch [229][2020/3757] lr: 2.923e-03, eta: 1 day, 0:12:12, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8148, loss_cls: 1.6460, loss: 1.6460, grad_norm: 7.1763 2020-08-07 06:27:27,710 - mmaction - INFO - Epoch [229][2040/3757] lr: 2.923e-03, eta: 1 day, 0:11:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8289, loss_cls: 1.6116, loss: 1.6116, grad_norm: 6.8782 2020-08-07 06:27:43,467 - mmaction - INFO - Epoch [229][2060/3757] lr: 2.923e-03, eta: 1 day, 0:11:38, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5984, top5_acc: 0.7969, loss_cls: 1.7051, loss: 1.7051, grad_norm: 7.1165 2020-08-07 06:27:59,267 - mmaction - INFO - Epoch [229][2080/3757] lr: 2.923e-03, eta: 1 day, 0:11:20, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8023, loss_cls: 1.6673, loss: 1.6673, grad_norm: 7.0935 2020-08-07 06:28:15,070 - mmaction - INFO - Epoch [229][2100/3757] lr: 2.923e-03, eta: 1 day, 0:11:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8336, loss_cls: 1.5640, loss: 1.5640, grad_norm: 6.8807 2020-08-07 06:28:30,908 - mmaction - INFO - Epoch [229][2120/3757] lr: 2.923e-03, eta: 1 day, 0:10:46, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.6225, loss: 1.6225, grad_norm: 7.2691 2020-08-07 06:28:46,693 - mmaction - INFO - Epoch [229][2140/3757] lr: 2.923e-03, eta: 1 day, 0:10:29, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8328, loss_cls: 1.5850, loss: 1.5850, grad_norm: 7.0235 2020-08-07 06:29:02,521 - mmaction - INFO - Epoch [229][2160/3757] lr: 2.923e-03, eta: 1 day, 0:10:12, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8117, loss_cls: 1.6307, loss: 1.6307, grad_norm: 7.0857 2020-08-07 06:29:18,299 - mmaction - INFO - Epoch [229][2180/3757] lr: 2.923e-03, eta: 1 day, 0:09:54, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5891, top5_acc: 0.8187, loss_cls: 1.6465, loss: 1.6465, grad_norm: 7.0895 2020-08-07 06:29:34,117 - mmaction - INFO - Epoch [229][2200/3757] lr: 2.923e-03, eta: 1 day, 0:09:37, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5977, top5_acc: 0.7961, loss_cls: 1.7657, loss: 1.7657, grad_norm: 7.2309 2020-08-07 06:29:49,893 - mmaction - INFO - Epoch [229][2220/3757] lr: 2.923e-03, eta: 1 day, 0:09:20, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8148, loss_cls: 1.5963, loss: 1.5963, grad_norm: 6.8304 2020-08-07 06:30:05,803 - mmaction - INFO - Epoch [229][2240/3757] lr: 2.923e-03, eta: 1 day, 0:09:03, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8094, loss_cls: 1.6564, loss: 1.6564, grad_norm: 6.9612 2020-08-07 06:30:21,479 - mmaction - INFO - Epoch [229][2260/3757] lr: 2.923e-03, eta: 1 day, 0:08:46, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8180, loss_cls: 1.6222, loss: 1.6222, grad_norm: 7.2267 2020-08-07 06:30:37,274 - mmaction - INFO - Epoch [229][2280/3757] lr: 2.923e-03, eta: 1 day, 0:08:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8141, loss_cls: 1.6561, loss: 1.6561, grad_norm: 6.9992 2020-08-07 06:30:53,104 - mmaction - INFO - Epoch [229][2300/3757] lr: 2.923e-03, eta: 1 day, 0:08:11, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6094, top5_acc: 0.7961, loss_cls: 1.7119, loss: 1.7119, grad_norm: 7.2169 2020-08-07 06:31:08,876 - mmaction - INFO - Epoch [229][2320/3757] lr: 2.923e-03, eta: 1 day, 0:07:54, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5833, loss: 1.5833, grad_norm: 7.0618 2020-08-07 06:31:24,640 - mmaction - INFO - Epoch [229][2340/3757] lr: 2.923e-03, eta: 1 day, 0:07:37, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8063, loss_cls: 1.6675, loss: 1.6675, grad_norm: 6.9803 2020-08-07 06:31:40,423 - mmaction - INFO - Epoch [229][2360/3757] lr: 2.923e-03, eta: 1 day, 0:07:20, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8070, loss_cls: 1.6943, loss: 1.6943, grad_norm: 7.2709 2020-08-07 06:31:56,246 - mmaction - INFO - Epoch [229][2380/3757] lr: 2.923e-03, eta: 1 day, 0:07:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8203, loss_cls: 1.6204, loss: 1.6204, grad_norm: 7.4135 2020-08-07 06:32:12,186 - mmaction - INFO - Epoch [229][2400/3757] lr: 2.923e-03, eta: 1 day, 0:06:45, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8086, loss_cls: 1.6745, loss: 1.6745, grad_norm: 7.2686 2020-08-07 06:32:27,937 - mmaction - INFO - Epoch [229][2420/3757] lr: 2.923e-03, eta: 1 day, 0:06:28, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8180, loss_cls: 1.6499, loss: 1.6499, grad_norm: 7.1167 2020-08-07 06:32:43,822 - mmaction - INFO - Epoch [229][2440/3757] lr: 2.923e-03, eta: 1 day, 0:06:11, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8344, loss_cls: 1.5754, loss: 1.5754, grad_norm: 7.0483 2020-08-07 06:32:59,569 - mmaction - INFO - Epoch [229][2460/3757] lr: 2.923e-03, eta: 1 day, 0:05:54, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.7969, loss_cls: 1.7111, loss: 1.7111, grad_norm: 6.9912 2020-08-07 06:33:15,384 - mmaction - INFO - Epoch [229][2480/3757] lr: 2.923e-03, eta: 1 day, 0:05:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5898, top5_acc: 0.8023, loss_cls: 1.7226, loss: 1.7226, grad_norm: 7.1017 2020-08-07 06:33:31,144 - mmaction - INFO - Epoch [229][2500/3757] lr: 2.923e-03, eta: 1 day, 0:05:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8086, loss_cls: 1.6558, loss: 1.6558, grad_norm: 6.7730 2020-08-07 06:33:46,940 - mmaction - INFO - Epoch [229][2520/3757] lr: 2.923e-03, eta: 1 day, 0:05:02, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6047, top5_acc: 0.7977, loss_cls: 1.7046, loss: 1.7046, grad_norm: 7.0293 2020-08-07 06:34:02,750 - mmaction - INFO - Epoch [229][2540/3757] lr: 2.923e-03, eta: 1 day, 0:04:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8445, loss_cls: 1.5577, loss: 1.5577, grad_norm: 7.0648 2020-08-07 06:34:18,579 - mmaction - INFO - Epoch [229][2560/3757] lr: 2.923e-03, eta: 1 day, 0:04:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8109, loss_cls: 1.6147, loss: 1.6147, grad_norm: 7.0942 2020-08-07 06:34:34,348 - mmaction - INFO - Epoch [229][2580/3757] lr: 2.923e-03, eta: 1 day, 0:04:11, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8016, loss_cls: 1.7040, loss: 1.7040, grad_norm: 7.1965 2020-08-07 06:34:50,217 - mmaction - INFO - Epoch [229][2600/3757] lr: 2.923e-03, eta: 1 day, 0:03:54, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8148, loss_cls: 1.6780, loss: 1.6780, grad_norm: 7.1440 2020-08-07 06:35:05,975 - mmaction - INFO - Epoch [229][2620/3757] lr: 2.923e-03, eta: 1 day, 0:03:36, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8156, loss_cls: 1.6958, loss: 1.6958, grad_norm: 7.1431 2020-08-07 06:35:21,702 - mmaction - INFO - Epoch [229][2640/3757] lr: 2.923e-03, eta: 1 day, 0:03:19, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.5859, top5_acc: 0.8023, loss_cls: 1.7670, loss: 1.7670, grad_norm: 7.4459 2020-08-07 06:35:37,458 - mmaction - INFO - Epoch [229][2660/3757] lr: 2.923e-03, eta: 1 day, 0:03:02, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8031, loss_cls: 1.7027, loss: 1.7027, grad_norm: 7.3266 2020-08-07 06:35:53,242 - mmaction - INFO - Epoch [229][2680/3757] lr: 2.923e-03, eta: 1 day, 0:02:45, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8141, loss_cls: 1.6474, loss: 1.6474, grad_norm: 7.1152 2020-08-07 06:36:08,998 - mmaction - INFO - Epoch [229][2700/3757] lr: 2.923e-03, eta: 1 day, 0:02:28, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8391, loss_cls: 1.5889, loss: 1.5889, grad_norm: 7.1204 2020-08-07 06:36:24,753 - mmaction - INFO - Epoch [229][2720/3757] lr: 2.923e-03, eta: 1 day, 0:02:10, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8180, loss_cls: 1.6578, loss: 1.6578, grad_norm: 6.9783 2020-08-07 06:36:40,509 - mmaction - INFO - Epoch [229][2740/3757] lr: 2.923e-03, eta: 1 day, 0:01:53, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8203, loss_cls: 1.5700, loss: 1.5700, grad_norm: 6.9625 2020-08-07 06:36:56,300 - mmaction - INFO - Epoch [229][2760/3757] lr: 2.923e-03, eta: 1 day, 0:01:36, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8219, loss_cls: 1.6488, loss: 1.6488, grad_norm: 6.9276 2020-08-07 06:37:12,100 - mmaction - INFO - Epoch [229][2780/3757] lr: 2.923e-03, eta: 1 day, 0:01:19, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8102, loss_cls: 1.5618, loss: 1.5618, grad_norm: 6.8909 2020-08-07 06:37:27,872 - mmaction - INFO - Epoch [229][2800/3757] lr: 2.923e-03, eta: 1 day, 0:01:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8328, loss_cls: 1.5121, loss: 1.5121, grad_norm: 6.7287 2020-08-07 06:37:43,657 - mmaction - INFO - Epoch [229][2820/3757] lr: 2.923e-03, eta: 1 day, 0:00:44, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5898, top5_acc: 0.8297, loss_cls: 1.6752, loss: 1.6752, grad_norm: 7.4227 2020-08-07 06:37:59,385 - mmaction - INFO - Epoch [229][2840/3757] lr: 2.923e-03, eta: 1 day, 0:00:27, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8180, loss_cls: 1.6304, loss: 1.6304, grad_norm: 6.9170 2020-08-07 06:38:15,178 - mmaction - INFO - Epoch [229][2860/3757] lr: 2.923e-03, eta: 1 day, 0:00:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8305, loss_cls: 1.5754, loss: 1.5754, grad_norm: 6.9612 2020-08-07 06:38:30,913 - mmaction - INFO - Epoch [229][2880/3757] lr: 2.923e-03, eta: 23:59:53, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8320, loss_cls: 1.5814, loss: 1.5814, grad_norm: 7.0555 2020-08-07 06:38:46,655 - mmaction - INFO - Epoch [229][2900/3757] lr: 2.923e-03, eta: 23:59:36, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8094, loss_cls: 1.6648, loss: 1.6648, grad_norm: 7.1903 2020-08-07 06:39:02,428 - mmaction - INFO - Epoch [229][2920/3757] lr: 2.923e-03, eta: 23:59:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8219, loss_cls: 1.6155, loss: 1.6155, grad_norm: 7.0208 2020-08-07 06:39:18,305 - mmaction - INFO - Epoch [229][2940/3757] lr: 2.923e-03, eta: 23:59:01, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8242, loss_cls: 1.6061, loss: 1.6061, grad_norm: 7.1220 2020-08-07 06:39:34,160 - mmaction - INFO - Epoch [229][2960/3757] lr: 2.923e-03, eta: 23:58:44, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5922, top5_acc: 0.8234, loss_cls: 1.7058, loss: 1.7058, grad_norm: 7.4310 2020-08-07 06:39:49,987 - mmaction - INFO - Epoch [229][2980/3757] lr: 2.923e-03, eta: 23:58:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8250, loss_cls: 1.6314, loss: 1.6314, grad_norm: 7.1390 2020-08-07 06:40:05,850 - mmaction - INFO - Epoch [229][3000/3757] lr: 2.923e-03, eta: 23:58:10, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8023, loss_cls: 1.6850, loss: 1.6850, grad_norm: 7.2865 2020-08-07 06:40:21,697 - mmaction - INFO - Epoch [229][3020/3757] lr: 2.923e-03, eta: 23:57:53, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8063, loss_cls: 1.6747, loss: 1.6747, grad_norm: 7.1794 2020-08-07 06:40:37,508 - mmaction - INFO - Epoch [229][3040/3757] lr: 2.923e-03, eta: 23:57:35, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8141, loss_cls: 1.6583, loss: 1.6583, grad_norm: 7.1790 2020-08-07 06:40:53,272 - mmaction - INFO - Epoch [229][3060/3757] lr: 2.923e-03, eta: 23:57:18, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8258, loss_cls: 1.6167, loss: 1.6167, grad_norm: 7.1027 2020-08-07 06:41:09,020 - mmaction - INFO - Epoch [229][3080/3757] lr: 2.923e-03, eta: 23:57:01, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8305, loss_cls: 1.5700, loss: 1.5700, grad_norm: 7.0943 2020-08-07 06:41:24,844 - mmaction - INFO - Epoch [229][3100/3757] lr: 2.923e-03, eta: 23:56:44, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8117, loss_cls: 1.6775, loss: 1.6775, grad_norm: 7.2161 2020-08-07 06:41:40,594 - mmaction - INFO - Epoch [229][3120/3757] lr: 2.923e-03, eta: 23:56:27, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8266, loss_cls: 1.6635, loss: 1.6635, grad_norm: 7.3894 2020-08-07 06:41:56,406 - mmaction - INFO - Epoch [229][3140/3757] lr: 2.923e-03, eta: 23:56:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8047, loss_cls: 1.6875, loss: 1.6875, grad_norm: 7.1645 2020-08-07 06:42:12,269 - mmaction - INFO - Epoch [229][3160/3757] lr: 2.923e-03, eta: 23:55:52, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8109, loss_cls: 1.6510, loss: 1.6510, grad_norm: 7.1076 2020-08-07 06:42:28,018 - mmaction - INFO - Epoch [229][3180/3757] lr: 2.923e-03, eta: 23:55:35, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8063, loss_cls: 1.6275, loss: 1.6275, grad_norm: 6.9121 2020-08-07 06:42:43,827 - mmaction - INFO - Epoch [229][3200/3757] lr: 2.923e-03, eta: 23:55:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8211, loss_cls: 1.5994, loss: 1.5994, grad_norm: 7.0108 2020-08-07 06:42:59,712 - mmaction - INFO - Epoch [229][3220/3757] lr: 2.923e-03, eta: 23:55:01, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8219, loss_cls: 1.6371, loss: 1.6371, grad_norm: 6.9524 2020-08-07 06:43:15,483 - mmaction - INFO - Epoch [229][3240/3757] lr: 2.923e-03, eta: 23:54:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8133, loss_cls: 1.6653, loss: 1.6653, grad_norm: 7.0833 2020-08-07 06:43:31,264 - mmaction - INFO - Epoch [229][3260/3757] lr: 2.923e-03, eta: 23:54:26, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.6021, loss: 1.6021, grad_norm: 7.2254 2020-08-07 06:43:47,043 - mmaction - INFO - Epoch [229][3280/3757] lr: 2.923e-03, eta: 23:54:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8359, loss_cls: 1.5413, loss: 1.5413, grad_norm: 7.1282 2020-08-07 06:44:02,864 - mmaction - INFO - Epoch [229][3300/3757] lr: 2.923e-03, eta: 23:53:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5852, top5_acc: 0.7992, loss_cls: 1.7122, loss: 1.7122, grad_norm: 7.4015 2020-08-07 06:44:18,576 - mmaction - INFO - Epoch [229][3320/3757] lr: 2.923e-03, eta: 23:53:35, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8336, loss_cls: 1.5606, loss: 1.5606, grad_norm: 7.0399 2020-08-07 06:44:34,369 - mmaction - INFO - Epoch [229][3340/3757] lr: 2.923e-03, eta: 23:53:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8063, loss_cls: 1.6840, loss: 1.6840, grad_norm: 7.2796 2020-08-07 06:44:50,163 - mmaction - INFO - Epoch [229][3360/3757] lr: 2.923e-03, eta: 23:53:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8148, loss_cls: 1.5988, loss: 1.5988, grad_norm: 6.9238 2020-08-07 06:45:05,846 - mmaction - INFO - Epoch [229][3380/3757] lr: 2.923e-03, eta: 23:52:43, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8234, loss_cls: 1.6420, loss: 1.6420, grad_norm: 7.1921 2020-08-07 06:45:21,539 - mmaction - INFO - Epoch [229][3400/3757] lr: 2.923e-03, eta: 23:52:26, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8125, loss_cls: 1.6687, loss: 1.6687, grad_norm: 7.2972 2020-08-07 06:45:37,375 - mmaction - INFO - Epoch [229][3420/3757] lr: 2.923e-03, eta: 23:52:09, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8125, loss_cls: 1.6792, loss: 1.6792, grad_norm: 7.0645 2020-08-07 06:45:53,229 - mmaction - INFO - Epoch [229][3440/3757] lr: 2.923e-03, eta: 23:51:52, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8250, loss_cls: 1.6126, loss: 1.6126, grad_norm: 6.9867 2020-08-07 06:46:09,025 - mmaction - INFO - Epoch [229][3460/3757] lr: 2.923e-03, eta: 23:51:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5969, top5_acc: 0.8133, loss_cls: 1.6417, loss: 1.6417, grad_norm: 7.2579 2020-08-07 06:46:24,817 - mmaction - INFO - Epoch [229][3480/3757] lr: 2.923e-03, eta: 23:51:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8281, loss_cls: 1.5375, loss: 1.5375, grad_norm: 7.0084 2020-08-07 06:46:40,677 - mmaction - INFO - Epoch [229][3500/3757] lr: 2.923e-03, eta: 23:51:00, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8031, loss_cls: 1.7136, loss: 1.7136, grad_norm: 6.9772 2020-08-07 06:46:56,521 - mmaction - INFO - Epoch [229][3520/3757] lr: 2.923e-03, eta: 23:50:43, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.7945, loss_cls: 1.6788, loss: 1.6788, grad_norm: 6.9868 2020-08-07 06:47:12,358 - mmaction - INFO - Epoch [229][3540/3757] lr: 2.923e-03, eta: 23:50:26, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8211, loss_cls: 1.5910, loss: 1.5910, grad_norm: 6.8880 2020-08-07 06:47:28,123 - mmaction - INFO - Epoch [229][3560/3757] lr: 2.923e-03, eta: 23:50:09, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8281, loss_cls: 1.5767, loss: 1.5767, grad_norm: 7.2779 2020-08-07 06:47:43,935 - mmaction - INFO - Epoch [229][3580/3757] lr: 2.923e-03, eta: 23:49:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8211, loss_cls: 1.6255, loss: 1.6255, grad_norm: 7.2916 2020-08-07 06:47:59,698 - mmaction - INFO - Epoch [229][3600/3757] lr: 2.923e-03, eta: 23:49:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8320, loss_cls: 1.5737, loss: 1.5737, grad_norm: 7.0781 2020-08-07 06:48:15,543 - mmaction - INFO - Epoch [229][3620/3757] lr: 2.923e-03, eta: 23:49:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8148, loss_cls: 1.6795, loss: 1.6795, grad_norm: 7.1602 2020-08-07 06:48:31,324 - mmaction - INFO - Epoch [229][3640/3757] lr: 2.923e-03, eta: 23:49:00, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5883, top5_acc: 0.8078, loss_cls: 1.7371, loss: 1.7371, grad_norm: 7.3722 2020-08-07 06:48:47,151 - mmaction - INFO - Epoch [229][3660/3757] lr: 2.923e-03, eta: 23:48:43, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8211, loss_cls: 1.6701, loss: 1.6701, grad_norm: 7.1133 2020-08-07 06:49:02,924 - mmaction - INFO - Epoch [229][3680/3757] lr: 2.923e-03, eta: 23:48:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8195, loss_cls: 1.6289, loss: 1.6289, grad_norm: 6.9790 2020-08-07 06:49:18,670 - mmaction - INFO - Epoch [229][3700/3757] lr: 2.923e-03, eta: 23:48:09, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8219, loss_cls: 1.6438, loss: 1.6438, grad_norm: 7.0254 2020-08-07 06:49:34,446 - mmaction - INFO - Epoch [229][3720/3757] lr: 2.923e-03, eta: 23:47:51, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8094, loss_cls: 1.6553, loss: 1.6553, grad_norm: 7.1572 2020-08-07 06:49:50,242 - mmaction - INFO - Epoch [229][3740/3757] lr: 2.923e-03, eta: 23:47:34, time: 0.789, data_time: 0.007, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8273, loss_cls: 1.6307, loss: 1.6307, grad_norm: 7.1513 2020-08-07 06:53:27,516 - mmaction - INFO - Epoch [230][20/3757] lr: 2.720e-03, eta: 23:47:47, time: 9.811, data_time: 9.003, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8242, loss_cls: 1.5847, loss: 1.5847, grad_norm: 7.1221 2020-08-07 06:53:43,267 - mmaction - INFO - Epoch [230][40/3757] lr: 2.720e-03, eta: 23:47:30, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8328, loss_cls: 1.4939, loss: 1.4939, grad_norm: 6.8294 2020-08-07 06:53:59,102 - mmaction - INFO - Epoch [230][60/3757] lr: 2.720e-03, eta: 23:47:13, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8047, loss_cls: 1.6820, loss: 1.6820, grad_norm: 7.2760 2020-08-07 06:54:14,909 - mmaction - INFO - Epoch [230][80/3757] lr: 2.720e-03, eta: 23:46:55, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8227, loss_cls: 1.6752, loss: 1.6752, grad_norm: 7.3138 2020-08-07 06:54:30,776 - mmaction - INFO - Epoch [230][100/3757] lr: 2.720e-03, eta: 23:46:38, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8258, loss_cls: 1.5977, loss: 1.5977, grad_norm: 6.9244 2020-08-07 06:54:46,600 - mmaction - INFO - Epoch [230][120/3757] lr: 2.720e-03, eta: 23:46:21, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8133, loss_cls: 1.6367, loss: 1.6367, grad_norm: 7.0134 2020-08-07 06:55:02,406 - mmaction - INFO - Epoch [230][140/3757] lr: 2.720e-03, eta: 23:46:04, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8187, loss_cls: 1.6692, loss: 1.6692, grad_norm: 7.2200 2020-08-07 06:55:18,166 - mmaction - INFO - Epoch [230][160/3757] lr: 2.720e-03, eta: 23:45:47, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.5969, top5_acc: 0.8234, loss_cls: 1.6408, loss: 1.6408, grad_norm: 7.1209 2020-08-07 06:55:33,988 - mmaction - INFO - Epoch [230][180/3757] lr: 2.720e-03, eta: 23:45:30, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8297, loss_cls: 1.5748, loss: 1.5748, grad_norm: 6.9227 2020-08-07 06:55:49,790 - mmaction - INFO - Epoch [230][200/3757] lr: 2.720e-03, eta: 23:45:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8180, loss_cls: 1.6039, loss: 1.6039, grad_norm: 7.0366 2020-08-07 06:56:05,659 - mmaction - INFO - Epoch [230][220/3757] lr: 2.720e-03, eta: 23:44:55, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.5930, top5_acc: 0.8172, loss_cls: 1.6798, loss: 1.6798, grad_norm: 7.2745 2020-08-07 06:56:21,456 - mmaction - INFO - Epoch [230][240/3757] lr: 2.720e-03, eta: 23:44:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8414, loss_cls: 1.4861, loss: 1.4861, grad_norm: 6.9050 2020-08-07 06:56:37,261 - mmaction - INFO - Epoch [230][260/3757] lr: 2.720e-03, eta: 23:44:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8141, loss_cls: 1.5845, loss: 1.5845, grad_norm: 7.0747 2020-08-07 06:56:53,111 - mmaction - INFO - Epoch [230][280/3757] lr: 2.720e-03, eta: 23:44:04, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8148, loss_cls: 1.6820, loss: 1.6820, grad_norm: 7.4228 2020-08-07 06:57:08,895 - mmaction - INFO - Epoch [230][300/3757] lr: 2.720e-03, eta: 23:43:47, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8258, loss_cls: 1.5932, loss: 1.5932, grad_norm: 7.1339 2020-08-07 06:57:24,752 - mmaction - INFO - Epoch [230][320/3757] lr: 2.720e-03, eta: 23:43:29, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8133, loss_cls: 1.6263, loss: 1.6263, grad_norm: 7.2090 2020-08-07 06:57:40,600 - mmaction - INFO - Epoch [230][340/3757] lr: 2.720e-03, eta: 23:43:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8109, loss_cls: 1.6778, loss: 1.6778, grad_norm: 7.2980 2020-08-07 06:57:56,444 - mmaction - INFO - Epoch [230][360/3757] lr: 2.720e-03, eta: 23:42:55, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8172, loss_cls: 1.6286, loss: 1.6286, grad_norm: 7.3546 2020-08-07 06:58:12,156 - mmaction - INFO - Epoch [230][380/3757] lr: 2.720e-03, eta: 23:42:38, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8195, loss_cls: 1.5922, loss: 1.5922, grad_norm: 7.2320 2020-08-07 06:58:27,923 - mmaction - INFO - Epoch [230][400/3757] lr: 2.720e-03, eta: 23:42:21, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8063, loss_cls: 1.7309, loss: 1.7309, grad_norm: 7.3108 2020-08-07 06:58:43,686 - mmaction - INFO - Epoch [230][420/3757] lr: 2.720e-03, eta: 23:42:03, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8133, loss_cls: 1.6427, loss: 1.6427, grad_norm: 7.1667 2020-08-07 06:58:59,469 - mmaction - INFO - Epoch [230][440/3757] lr: 2.720e-03, eta: 23:41:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8305, loss_cls: 1.5799, loss: 1.5799, grad_norm: 7.1140 2020-08-07 06:59:15,242 - mmaction - INFO - Epoch [230][460/3757] lr: 2.720e-03, eta: 23:41:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8313, loss_cls: 1.5719, loss: 1.5719, grad_norm: 7.0918 2020-08-07 06:59:31,073 - mmaction - INFO - Epoch [230][480/3757] lr: 2.720e-03, eta: 23:41:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8227, loss_cls: 1.6092, loss: 1.6092, grad_norm: 7.2829 2020-08-07 06:59:46,858 - mmaction - INFO - Epoch [230][500/3757] lr: 2.720e-03, eta: 23:40:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7930, loss_cls: 1.7520, loss: 1.7520, grad_norm: 7.4120 2020-08-07 07:00:02,701 - mmaction - INFO - Epoch [230][520/3757] lr: 2.720e-03, eta: 23:40:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8063, loss_cls: 1.6400, loss: 1.6400, grad_norm: 6.9941 2020-08-07 07:00:22,287 - mmaction - INFO - Epoch [230][540/3757] lr: 2.720e-03, eta: 23:40:21, time: 0.977, data_time: 0.001, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8148, loss_cls: 1.6639, loss: 1.6639, grad_norm: 7.2777 2020-08-07 07:00:38,110 - mmaction - INFO - Epoch [230][560/3757] lr: 2.720e-03, eta: 23:40:04, time: 0.794, data_time: 0.007, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8094, loss_cls: 1.6546, loss: 1.6546, grad_norm: 7.3803 2020-08-07 07:00:53,856 - mmaction - INFO - Epoch [230][580/3757] lr: 2.720e-03, eta: 23:39:47, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8266, loss_cls: 1.5294, loss: 1.5294, grad_norm: 6.9621 2020-08-07 07:01:09,714 - mmaction - INFO - Epoch [230][600/3757] lr: 2.720e-03, eta: 23:39:30, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5930, top5_acc: 0.8063, loss_cls: 1.7049, loss: 1.7049, grad_norm: 7.1620 2020-08-07 07:01:25,507 - mmaction - INFO - Epoch [230][620/3757] lr: 2.720e-03, eta: 23:39:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8164, loss_cls: 1.6425, loss: 1.6425, grad_norm: 7.2562 2020-08-07 07:01:41,286 - mmaction - INFO - Epoch [230][640/3757] lr: 2.720e-03, eta: 23:38:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8250, loss_cls: 1.5932, loss: 1.5932, grad_norm: 7.1895 2020-08-07 07:01:57,126 - mmaction - INFO - Epoch [230][660/3757] lr: 2.720e-03, eta: 23:38:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8109, loss_cls: 1.6367, loss: 1.6367, grad_norm: 7.2085 2020-08-07 07:02:12,901 - mmaction - INFO - Epoch [230][680/3757] lr: 2.720e-03, eta: 23:38:21, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8133, loss_cls: 1.6580, loss: 1.6580, grad_norm: 7.0871 2020-08-07 07:02:28,804 - mmaction - INFO - Epoch [230][700/3757] lr: 2.720e-03, eta: 23:38:04, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8461, loss_cls: 1.4667, loss: 1.4667, grad_norm: 6.9754 2020-08-07 07:02:44,658 - mmaction - INFO - Epoch [230][720/3757] lr: 2.720e-03, eta: 23:37:47, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8227, loss_cls: 1.6074, loss: 1.6074, grad_norm: 7.1004 2020-08-07 07:03:00,476 - mmaction - INFO - Epoch [230][740/3757] lr: 2.720e-03, eta: 23:37:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8516, loss_cls: 1.5566, loss: 1.5566, grad_norm: 7.0253 2020-08-07 07:03:16,204 - mmaction - INFO - Epoch [230][760/3757] lr: 2.720e-03, eta: 23:37:12, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8250, loss_cls: 1.6213, loss: 1.6213, grad_norm: 7.1526 2020-08-07 07:03:31,974 - mmaction - INFO - Epoch [230][780/3757] lr: 2.720e-03, eta: 23:36:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8250, loss_cls: 1.6286, loss: 1.6286, grad_norm: 7.3229 2020-08-07 07:03:47,794 - mmaction - INFO - Epoch [230][800/3757] lr: 2.720e-03, eta: 23:36:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8094, loss_cls: 1.6563, loss: 1.6563, grad_norm: 7.2504 2020-08-07 07:04:03,552 - mmaction - INFO - Epoch [230][820/3757] lr: 2.720e-03, eta: 23:36:21, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8250, loss_cls: 1.5432, loss: 1.5432, grad_norm: 7.0210 2020-08-07 07:04:19,437 - mmaction - INFO - Epoch [230][840/3757] lr: 2.720e-03, eta: 23:36:04, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8203, loss_cls: 1.6081, loss: 1.6081, grad_norm: 7.0459 2020-08-07 07:04:35,248 - mmaction - INFO - Epoch [230][860/3757] lr: 2.720e-03, eta: 23:35:46, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8094, loss_cls: 1.6125, loss: 1.6125, grad_norm: 7.1471 2020-08-07 07:04:51,036 - mmaction - INFO - Epoch [230][880/3757] lr: 2.720e-03, eta: 23:35:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8180, loss_cls: 1.5890, loss: 1.5890, grad_norm: 7.0293 2020-08-07 07:05:06,841 - mmaction - INFO - Epoch [230][900/3757] lr: 2.720e-03, eta: 23:35:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8492, loss_cls: 1.4753, loss: 1.4753, grad_norm: 6.9284 2020-08-07 07:05:22,613 - mmaction - INFO - Epoch [230][920/3757] lr: 2.720e-03, eta: 23:34:55, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8359, loss_cls: 1.5150, loss: 1.5150, grad_norm: 6.9048 2020-08-07 07:05:38,402 - mmaction - INFO - Epoch [230][940/3757] lr: 2.720e-03, eta: 23:34:38, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8203, loss_cls: 1.6263, loss: 1.6263, grad_norm: 7.2605 2020-08-07 07:05:54,260 - mmaction - INFO - Epoch [230][960/3757] lr: 2.720e-03, eta: 23:34:21, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8133, loss_cls: 1.6297, loss: 1.6297, grad_norm: 7.1780 2020-08-07 07:06:10,072 - mmaction - INFO - Epoch [230][980/3757] lr: 2.720e-03, eta: 23:34:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8266, loss_cls: 1.5965, loss: 1.5965, grad_norm: 7.1686 2020-08-07 07:06:25,844 - mmaction - INFO - Epoch [230][1000/3757] lr: 2.720e-03, eta: 23:33:46, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6373, loss: 1.6373, grad_norm: 7.1227 2020-08-07 07:06:41,590 - mmaction - INFO - Epoch [230][1020/3757] lr: 2.720e-03, eta: 23:33:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8273, loss_cls: 1.5475, loss: 1.5475, grad_norm: 7.0263 2020-08-07 07:06:57,355 - mmaction - INFO - Epoch [230][1040/3757] lr: 2.720e-03, eta: 23:33:12, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8148, loss_cls: 1.6372, loss: 1.6372, grad_norm: 7.2907 2020-08-07 07:07:13,183 - mmaction - INFO - Epoch [230][1060/3757] lr: 2.720e-03, eta: 23:32:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5844, top5_acc: 0.8039, loss_cls: 1.7122, loss: 1.7122, grad_norm: 7.3121 2020-08-07 07:07:28,935 - mmaction - INFO - Epoch [230][1080/3757] lr: 2.720e-03, eta: 23:32:37, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8234, loss_cls: 1.6034, loss: 1.6034, grad_norm: 7.2205 2020-08-07 07:07:44,802 - mmaction - INFO - Epoch [230][1100/3757] lr: 2.720e-03, eta: 23:32:20, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8234, loss_cls: 1.6135, loss: 1.6135, grad_norm: 6.9438 2020-08-07 07:08:00,540 - mmaction - INFO - Epoch [230][1120/3757] lr: 2.720e-03, eta: 23:32:03, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8391, loss_cls: 1.5465, loss: 1.5465, grad_norm: 7.0658 2020-08-07 07:08:16,342 - mmaction - INFO - Epoch [230][1140/3757] lr: 2.720e-03, eta: 23:31:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8078, loss_cls: 1.6587, loss: 1.6587, grad_norm: 7.2485 2020-08-07 07:08:32,135 - mmaction - INFO - Epoch [230][1160/3757] lr: 2.720e-03, eta: 23:31:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8109, loss_cls: 1.7193, loss: 1.7193, grad_norm: 7.3612 2020-08-07 07:08:47,954 - mmaction - INFO - Epoch [230][1180/3757] lr: 2.720e-03, eta: 23:31:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8109, loss_cls: 1.6079, loss: 1.6079, grad_norm: 6.9535 2020-08-07 07:09:03,830 - mmaction - INFO - Epoch [230][1200/3757] lr: 2.720e-03, eta: 23:30:54, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8078, loss_cls: 1.6524, loss: 1.6524, grad_norm: 7.1328 2020-08-07 07:09:19,615 - mmaction - INFO - Epoch [230][1220/3757] lr: 2.720e-03, eta: 23:30:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8156, loss_cls: 1.6202, loss: 1.6202, grad_norm: 7.0731 2020-08-07 07:09:35,432 - mmaction - INFO - Epoch [230][1240/3757] lr: 2.720e-03, eta: 23:30:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8266, loss_cls: 1.5895, loss: 1.5895, grad_norm: 7.2970 2020-08-07 07:09:51,545 - mmaction - INFO - Epoch [230][1260/3757] lr: 2.720e-03, eta: 23:30:03, time: 0.806, data_time: 0.019, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8250, loss_cls: 1.6034, loss: 1.6034, grad_norm: 7.1447 2020-08-07 07:10:07,894 - mmaction - INFO - Epoch [230][1280/3757] lr: 2.720e-03, eta: 23:29:46, time: 0.817, data_time: 0.024, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8102, loss_cls: 1.5976, loss: 1.5976, grad_norm: 7.1934 2020-08-07 07:10:23,763 - mmaction - INFO - Epoch [230][1300/3757] lr: 2.720e-03, eta: 23:29:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5766, top5_acc: 0.7969, loss_cls: 1.7672, loss: 1.7672, grad_norm: 7.5321 2020-08-07 07:10:39,835 - mmaction - INFO - Epoch [230][1320/3757] lr: 2.720e-03, eta: 23:29:12, time: 0.804, data_time: 0.019, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8195, loss_cls: 1.6045, loss: 1.6045, grad_norm: 7.1685 2020-08-07 07:10:55,563 - mmaction - INFO - Epoch [230][1340/3757] lr: 2.720e-03, eta: 23:28:54, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8102, loss_cls: 1.6894, loss: 1.6894, grad_norm: 7.2265 2020-08-07 07:11:11,363 - mmaction - INFO - Epoch [230][1360/3757] lr: 2.720e-03, eta: 23:28:37, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5886, loss: 1.5886, grad_norm: 7.2352 2020-08-07 07:11:27,192 - mmaction - INFO - Epoch [230][1380/3757] lr: 2.720e-03, eta: 23:28:20, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8125, loss_cls: 1.6441, loss: 1.6441, grad_norm: 7.2593 2020-08-07 07:11:43,080 - mmaction - INFO - Epoch [230][1400/3757] lr: 2.720e-03, eta: 23:28:03, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8109, loss_cls: 1.6820, loss: 1.6820, grad_norm: 7.1816 2020-08-07 07:11:58,870 - mmaction - INFO - Epoch [230][1420/3757] lr: 2.720e-03, eta: 23:27:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8273, loss_cls: 1.5872, loss: 1.5872, grad_norm: 7.0925 2020-08-07 07:12:14,742 - mmaction - INFO - Epoch [230][1440/3757] lr: 2.720e-03, eta: 23:27:29, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.5852, top5_acc: 0.8008, loss_cls: 1.7465, loss: 1.7465, grad_norm: 7.3398 2020-08-07 07:12:30,473 - mmaction - INFO - Epoch [230][1460/3757] lr: 2.720e-03, eta: 23:27:11, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8187, loss_cls: 1.6781, loss: 1.6781, grad_norm: 7.3009 2020-08-07 07:12:46,248 - mmaction - INFO - Epoch [230][1480/3757] lr: 2.720e-03, eta: 23:26:54, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8414, loss_cls: 1.5130, loss: 1.5130, grad_norm: 7.1627 2020-08-07 07:13:02,007 - mmaction - INFO - Epoch [230][1500/3757] lr: 2.720e-03, eta: 23:26:37, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8305, loss_cls: 1.5336, loss: 1.5336, grad_norm: 7.0125 2020-08-07 07:13:17,767 - mmaction - INFO - Epoch [230][1520/3757] lr: 2.720e-03, eta: 23:26:20, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.6328, loss: 1.6328, grad_norm: 6.9315 2020-08-07 07:13:33,564 - mmaction - INFO - Epoch [230][1540/3757] lr: 2.720e-03, eta: 23:26:03, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.7945, loss_cls: 1.7241, loss: 1.7241, grad_norm: 7.3555 2020-08-07 07:13:49,306 - mmaction - INFO - Epoch [230][1560/3757] lr: 2.720e-03, eta: 23:25:46, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8242, loss_cls: 1.6175, loss: 1.6175, grad_norm: 7.1402 2020-08-07 07:14:05,052 - mmaction - INFO - Epoch [230][1580/3757] lr: 2.720e-03, eta: 23:25:28, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8187, loss_cls: 1.6283, loss: 1.6283, grad_norm: 7.2191 2020-08-07 07:14:20,795 - mmaction - INFO - Epoch [230][1600/3757] lr: 2.720e-03, eta: 23:25:11, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8156, loss_cls: 1.5988, loss: 1.5988, grad_norm: 7.0736 2020-08-07 07:14:36,566 - mmaction - INFO - Epoch [230][1620/3757] lr: 2.720e-03, eta: 23:24:54, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8383, loss_cls: 1.5419, loss: 1.5419, grad_norm: 6.8389 2020-08-07 07:14:52,371 - mmaction - INFO - Epoch [230][1640/3757] lr: 2.720e-03, eta: 23:24:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8156, loss_cls: 1.6026, loss: 1.6026, grad_norm: 7.0809 2020-08-07 07:15:08,173 - mmaction - INFO - Epoch [230][1660/3757] lr: 2.720e-03, eta: 23:24:20, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8063, loss_cls: 1.6808, loss: 1.6808, grad_norm: 7.1818 2020-08-07 07:15:23,956 - mmaction - INFO - Epoch [230][1680/3757] lr: 2.720e-03, eta: 23:24:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8281, loss_cls: 1.6221, loss: 1.6221, grad_norm: 7.3043 2020-08-07 07:15:39,699 - mmaction - INFO - Epoch [230][1700/3757] lr: 2.720e-03, eta: 23:23:45, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8117, loss_cls: 1.6072, loss: 1.6072, grad_norm: 6.9557 2020-08-07 07:15:55,525 - mmaction - INFO - Epoch [230][1720/3757] lr: 2.720e-03, eta: 23:23:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8156, loss_cls: 1.6522, loss: 1.6522, grad_norm: 7.1189 2020-08-07 07:16:11,331 - mmaction - INFO - Epoch [230][1740/3757] lr: 2.720e-03, eta: 23:23:11, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8211, loss_cls: 1.5686, loss: 1.5686, grad_norm: 6.9273 2020-08-07 07:16:27,174 - mmaction - INFO - Epoch [230][1760/3757] lr: 2.720e-03, eta: 23:22:54, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8070, loss_cls: 1.6298, loss: 1.6298, grad_norm: 7.1417 2020-08-07 07:16:42,936 - mmaction - INFO - Epoch [230][1780/3757] lr: 2.720e-03, eta: 23:22:37, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8148, loss_cls: 1.6191, loss: 1.6191, grad_norm: 7.0221 2020-08-07 07:16:58,736 - mmaction - INFO - Epoch [230][1800/3757] lr: 2.720e-03, eta: 23:22:19, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8180, loss_cls: 1.6451, loss: 1.6451, grad_norm: 7.2390 2020-08-07 07:17:14,551 - mmaction - INFO - Epoch [230][1820/3757] lr: 2.720e-03, eta: 23:22:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8242, loss_cls: 1.5649, loss: 1.5649, grad_norm: 7.1156 2020-08-07 07:17:30,354 - mmaction - INFO - Epoch [230][1840/3757] lr: 2.720e-03, eta: 23:21:45, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8273, loss_cls: 1.6041, loss: 1.6041, grad_norm: 7.2335 2020-08-07 07:17:46,178 - mmaction - INFO - Epoch [230][1860/3757] lr: 2.720e-03, eta: 23:21:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8195, loss_cls: 1.5358, loss: 1.5358, grad_norm: 6.8514 2020-08-07 07:18:01,991 - mmaction - INFO - Epoch [230][1880/3757] lr: 2.720e-03, eta: 23:21:11, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8258, loss_cls: 1.6003, loss: 1.6003, grad_norm: 7.1420 2020-08-07 07:18:17,805 - mmaction - INFO - Epoch [230][1900/3757] lr: 2.720e-03, eta: 23:20:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8250, loss_cls: 1.5528, loss: 1.5528, grad_norm: 6.9344 2020-08-07 07:18:33,587 - mmaction - INFO - Epoch [230][1920/3757] lr: 2.720e-03, eta: 23:20:36, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8289, loss_cls: 1.6206, loss: 1.6206, grad_norm: 7.1387 2020-08-07 07:18:49,372 - mmaction - INFO - Epoch [230][1940/3757] lr: 2.720e-03, eta: 23:20:19, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8234, loss_cls: 1.6377, loss: 1.6377, grad_norm: 7.1749 2020-08-07 07:19:05,173 - mmaction - INFO - Epoch [230][1960/3757] lr: 2.720e-03, eta: 23:20:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8156, loss_cls: 1.6617, loss: 1.6617, grad_norm: 7.0200 2020-08-07 07:19:20,897 - mmaction - INFO - Epoch [230][1980/3757] lr: 2.720e-03, eta: 23:19:45, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8172, loss_cls: 1.5636, loss: 1.5636, grad_norm: 7.0028 2020-08-07 07:19:36,692 - mmaction - INFO - Epoch [230][2000/3757] lr: 2.720e-03, eta: 23:19:28, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.6194, loss: 1.6194, grad_norm: 7.3827 2020-08-07 07:19:52,490 - mmaction - INFO - Epoch [230][2020/3757] lr: 2.720e-03, eta: 23:19:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6023, top5_acc: 0.7969, loss_cls: 1.7424, loss: 1.7424, grad_norm: 7.4258 2020-08-07 07:20:08,251 - mmaction - INFO - Epoch [230][2040/3757] lr: 2.720e-03, eta: 23:18:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8195, loss_cls: 1.5730, loss: 1.5730, grad_norm: 7.3208 2020-08-07 07:20:24,092 - mmaction - INFO - Epoch [230][2060/3757] lr: 2.720e-03, eta: 23:18:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8250, loss_cls: 1.6326, loss: 1.6326, grad_norm: 7.2939 2020-08-07 07:20:39,965 - mmaction - INFO - Epoch [230][2080/3757] lr: 2.720e-03, eta: 23:18:19, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8258, loss_cls: 1.5612, loss: 1.5612, grad_norm: 7.0892 2020-08-07 07:20:55,742 - mmaction - INFO - Epoch [230][2100/3757] lr: 2.720e-03, eta: 23:18:02, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8219, loss_cls: 1.6105, loss: 1.6105, grad_norm: 7.4284 2020-08-07 07:21:11,509 - mmaction - INFO - Epoch [230][2120/3757] lr: 2.720e-03, eta: 23:17:45, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8367, loss_cls: 1.5818, loss: 1.5818, grad_norm: 7.2487 2020-08-07 07:21:27,315 - mmaction - INFO - Epoch [230][2140/3757] lr: 2.720e-03, eta: 23:17:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8172, loss_cls: 1.6126, loss: 1.6126, grad_norm: 7.1440 2020-08-07 07:21:43,091 - mmaction - INFO - Epoch [230][2160/3757] lr: 2.720e-03, eta: 23:17:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8250, loss_cls: 1.5579, loss: 1.5579, grad_norm: 7.2584 2020-08-07 07:21:58,905 - mmaction - INFO - Epoch [230][2180/3757] lr: 2.720e-03, eta: 23:16:53, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8141, loss_cls: 1.6121, loss: 1.6121, grad_norm: 7.2436 2020-08-07 07:22:14,728 - mmaction - INFO - Epoch [230][2200/3757] lr: 2.720e-03, eta: 23:16:36, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8109, loss_cls: 1.6715, loss: 1.6715, grad_norm: 7.4369 2020-08-07 07:22:30,603 - mmaction - INFO - Epoch [230][2220/3757] lr: 2.720e-03, eta: 23:16:19, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8211, loss_cls: 1.6156, loss: 1.6156, grad_norm: 7.1179 2020-08-07 07:22:46,363 - mmaction - INFO - Epoch [230][2240/3757] lr: 2.720e-03, eta: 23:16:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.5898, top5_acc: 0.8008, loss_cls: 1.7211, loss: 1.7211, grad_norm: 7.0160 2020-08-07 07:23:02,163 - mmaction - INFO - Epoch [230][2260/3757] lr: 2.720e-03, eta: 23:15:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8234, loss_cls: 1.6257, loss: 1.6257, grad_norm: 7.0431 2020-08-07 07:23:17,966 - mmaction - INFO - Epoch [230][2280/3757] lr: 2.720e-03, eta: 23:15:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8117, loss_cls: 1.6280, loss: 1.6280, grad_norm: 7.0176 2020-08-07 07:23:33,731 - mmaction - INFO - Epoch [230][2300/3757] lr: 2.720e-03, eta: 23:15:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8211, loss_cls: 1.6002, loss: 1.6002, grad_norm: 7.1504 2020-08-07 07:23:49,477 - mmaction - INFO - Epoch [230][2320/3757] lr: 2.720e-03, eta: 23:14:53, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8250, loss_cls: 1.5931, loss: 1.5931, grad_norm: 7.0827 2020-08-07 07:24:05,245 - mmaction - INFO - Epoch [230][2340/3757] lr: 2.720e-03, eta: 23:14:36, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5977, top5_acc: 0.7992, loss_cls: 1.7136, loss: 1.7136, grad_norm: 7.4967 2020-08-07 07:24:21,081 - mmaction - INFO - Epoch [230][2360/3757] lr: 2.720e-03, eta: 23:14:19, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8289, loss_cls: 1.5549, loss: 1.5549, grad_norm: 7.0565 2020-08-07 07:24:36,830 - mmaction - INFO - Epoch [230][2380/3757] lr: 2.720e-03, eta: 23:14:01, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8187, loss_cls: 1.6598, loss: 1.6598, grad_norm: 7.5649 2020-08-07 07:24:52,642 - mmaction - INFO - Epoch [230][2400/3757] lr: 2.720e-03, eta: 23:13:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8219, loss_cls: 1.5973, loss: 1.5973, grad_norm: 7.1938 2020-08-07 07:25:08,478 - mmaction - INFO - Epoch [230][2420/3757] lr: 2.720e-03, eta: 23:13:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.6369, loss: 1.6369, grad_norm: 7.1417 2020-08-07 07:25:24,248 - mmaction - INFO - Epoch [230][2440/3757] lr: 2.720e-03, eta: 23:13:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8109, loss_cls: 1.6425, loss: 1.6425, grad_norm: 7.1087 2020-08-07 07:25:40,026 - mmaction - INFO - Epoch [230][2460/3757] lr: 2.720e-03, eta: 23:12:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8187, loss_cls: 1.6380, loss: 1.6380, grad_norm: 7.1180 2020-08-07 07:25:55,828 - mmaction - INFO - Epoch [230][2480/3757] lr: 2.720e-03, eta: 23:12:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8367, loss_cls: 1.5708, loss: 1.5708, grad_norm: 7.2360 2020-08-07 07:26:11,552 - mmaction - INFO - Epoch [230][2500/3757] lr: 2.720e-03, eta: 23:12:18, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8211, loss_cls: 1.6254, loss: 1.6254, grad_norm: 7.3143 2020-08-07 07:26:27,314 - mmaction - INFO - Epoch [230][2520/3757] lr: 2.720e-03, eta: 23:12:01, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8078, loss_cls: 1.6737, loss: 1.6737, grad_norm: 7.3844 2020-08-07 07:26:43,146 - mmaction - INFO - Epoch [230][2540/3757] lr: 2.720e-03, eta: 23:11:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8102, loss_cls: 1.6286, loss: 1.6286, grad_norm: 7.4186 2020-08-07 07:26:58,945 - mmaction - INFO - Epoch [230][2560/3757] lr: 2.720e-03, eta: 23:11:27, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8164, loss_cls: 1.6686, loss: 1.6686, grad_norm: 7.3894 2020-08-07 07:27:14,746 - mmaction - INFO - Epoch [230][2580/3757] lr: 2.720e-03, eta: 23:11:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8328, loss_cls: 1.5771, loss: 1.5771, grad_norm: 7.2978 2020-08-07 07:27:30,530 - mmaction - INFO - Epoch [230][2600/3757] lr: 2.720e-03, eta: 23:10:52, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8180, loss_cls: 1.6479, loss: 1.6479, grad_norm: 7.3888 2020-08-07 07:27:46,366 - mmaction - INFO - Epoch [230][2620/3757] lr: 2.720e-03, eta: 23:10:35, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8102, loss_cls: 1.6604, loss: 1.6604, grad_norm: 7.2237 2020-08-07 07:28:02,141 - mmaction - INFO - Epoch [230][2640/3757] lr: 2.720e-03, eta: 23:10:18, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8234, loss_cls: 1.5554, loss: 1.5554, grad_norm: 7.2346 2020-08-07 07:28:17,905 - mmaction - INFO - Epoch [230][2660/3757] lr: 2.720e-03, eta: 23:10:01, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8281, loss_cls: 1.6055, loss: 1.6055, grad_norm: 7.2300 2020-08-07 07:28:33,703 - mmaction - INFO - Epoch [230][2680/3757] lr: 2.720e-03, eta: 23:09:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8273, loss_cls: 1.6156, loss: 1.6156, grad_norm: 7.2704 2020-08-07 07:28:49,465 - mmaction - INFO - Epoch [230][2700/3757] lr: 2.720e-03, eta: 23:09:27, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8242, loss_cls: 1.5871, loss: 1.5871, grad_norm: 7.0273 2020-08-07 07:29:05,277 - mmaction - INFO - Epoch [230][2720/3757] lr: 2.720e-03, eta: 23:09:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8148, loss_cls: 1.6726, loss: 1.6726, grad_norm: 7.3142 2020-08-07 07:29:21,120 - mmaction - INFO - Epoch [230][2740/3757] lr: 2.720e-03, eta: 23:08:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8258, loss_cls: 1.5491, loss: 1.5491, grad_norm: 7.0356 2020-08-07 07:29:36,932 - mmaction - INFO - Epoch [230][2760/3757] lr: 2.720e-03, eta: 23:08:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8352, loss_cls: 1.6038, loss: 1.6038, grad_norm: 7.3691 2020-08-07 07:29:52,672 - mmaction - INFO - Epoch [230][2780/3757] lr: 2.720e-03, eta: 23:08:18, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8180, loss_cls: 1.6102, loss: 1.6102, grad_norm: 6.9607 2020-08-07 07:30:08,461 - mmaction - INFO - Epoch [230][2800/3757] lr: 2.720e-03, eta: 23:08:01, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8109, loss_cls: 1.6418, loss: 1.6418, grad_norm: 7.1999 2020-08-07 07:30:24,219 - mmaction - INFO - Epoch [230][2820/3757] lr: 2.720e-03, eta: 23:07:44, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8148, loss_cls: 1.6663, loss: 1.6663, grad_norm: 7.1987 2020-08-07 07:30:39,986 - mmaction - INFO - Epoch [230][2840/3757] lr: 2.720e-03, eta: 23:07:26, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5945, top5_acc: 0.7961, loss_cls: 1.7526, loss: 1.7526, grad_norm: 7.2516 2020-08-07 07:30:55,771 - mmaction - INFO - Epoch [230][2860/3757] lr: 2.720e-03, eta: 23:07:09, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8250, loss_cls: 1.6092, loss: 1.6092, grad_norm: 7.2460 2020-08-07 07:31:11,571 - mmaction - INFO - Epoch [230][2880/3757] lr: 2.720e-03, eta: 23:06:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8234, loss_cls: 1.6086, loss: 1.6086, grad_norm: 7.1304 2020-08-07 07:31:27,406 - mmaction - INFO - Epoch [230][2900/3757] lr: 2.720e-03, eta: 23:06:35, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5977, top5_acc: 0.8000, loss_cls: 1.7058, loss: 1.7058, grad_norm: 7.3668 2020-08-07 07:31:43,216 - mmaction - INFO - Epoch [230][2920/3757] lr: 2.720e-03, eta: 23:06:18, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8187, loss_cls: 1.6289, loss: 1.6289, grad_norm: 7.3527 2020-08-07 07:31:59,030 - mmaction - INFO - Epoch [230][2940/3757] lr: 2.720e-03, eta: 23:06:01, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8266, loss_cls: 1.6319, loss: 1.6319, grad_norm: 7.4753 2020-08-07 07:32:14,828 - mmaction - INFO - Epoch [230][2960/3757] lr: 2.720e-03, eta: 23:05:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8094, loss_cls: 1.6133, loss: 1.6133, grad_norm: 7.2078 2020-08-07 07:32:30,576 - mmaction - INFO - Epoch [230][2980/3757] lr: 2.720e-03, eta: 23:05:26, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5883, top5_acc: 0.8180, loss_cls: 1.6586, loss: 1.6586, grad_norm: 7.1856 2020-08-07 07:32:46,324 - mmaction - INFO - Epoch [230][3000/3757] lr: 2.720e-03, eta: 23:05:09, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8297, loss_cls: 1.6173, loss: 1.6173, grad_norm: 7.2726 2020-08-07 07:33:02,131 - mmaction - INFO - Epoch [230][3020/3757] lr: 2.720e-03, eta: 23:04:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8219, loss_cls: 1.6259, loss: 1.6259, grad_norm: 7.2800 2020-08-07 07:33:17,951 - mmaction - INFO - Epoch [230][3040/3757] lr: 2.720e-03, eta: 23:04:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8031, loss_cls: 1.6892, loss: 1.6892, grad_norm: 7.3704 2020-08-07 07:33:33,752 - mmaction - INFO - Epoch [230][3060/3757] lr: 2.720e-03, eta: 23:04:18, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8211, loss_cls: 1.6220, loss: 1.6220, grad_norm: 7.2871 2020-08-07 07:33:49,556 - mmaction - INFO - Epoch [230][3080/3757] lr: 2.720e-03, eta: 23:04:00, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8195, loss_cls: 1.5937, loss: 1.5937, grad_norm: 6.9199 2020-08-07 07:34:05,322 - mmaction - INFO - Epoch [230][3100/3757] lr: 2.720e-03, eta: 23:03:43, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8289, loss_cls: 1.5924, loss: 1.5924, grad_norm: 7.0620 2020-08-07 07:34:21,163 - mmaction - INFO - Epoch [230][3120/3757] lr: 2.720e-03, eta: 23:03:26, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8203, loss_cls: 1.6756, loss: 1.6756, grad_norm: 7.2508 2020-08-07 07:34:36,953 - mmaction - INFO - Epoch [230][3140/3757] lr: 2.720e-03, eta: 23:03:09, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8180, loss_cls: 1.6316, loss: 1.6316, grad_norm: 7.1878 2020-08-07 07:34:52,722 - mmaction - INFO - Epoch [230][3160/3757] lr: 2.720e-03, eta: 23:02:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8148, loss_cls: 1.6234, loss: 1.6234, grad_norm: 7.4049 2020-08-07 07:35:08,558 - mmaction - INFO - Epoch [230][3180/3757] lr: 2.720e-03, eta: 23:02:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8039, loss_cls: 1.6507, loss: 1.6507, grad_norm: 7.2600 2020-08-07 07:35:24,343 - mmaction - INFO - Epoch [230][3200/3757] lr: 2.720e-03, eta: 23:02:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.5891, top5_acc: 0.8000, loss_cls: 1.6889, loss: 1.6889, grad_norm: 7.2761 2020-08-07 07:35:40,145 - mmaction - INFO - Epoch [230][3220/3757] lr: 2.720e-03, eta: 23:02:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8008, loss_cls: 1.7004, loss: 1.7004, grad_norm: 7.2519 2020-08-07 07:35:56,040 - mmaction - INFO - Epoch [230][3240/3757] lr: 2.720e-03, eta: 23:01:43, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5898, top5_acc: 0.8094, loss_cls: 1.7158, loss: 1.7158, grad_norm: 7.6174 2020-08-07 07:36:11,975 - mmaction - INFO - Epoch [230][3260/3757] lr: 2.720e-03, eta: 23:01:26, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.5875, top5_acc: 0.7922, loss_cls: 1.7352, loss: 1.7352, grad_norm: 7.5272 2020-08-07 07:36:27,682 - mmaction - INFO - Epoch [230][3280/3757] lr: 2.720e-03, eta: 23:01:09, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8406, loss_cls: 1.5180, loss: 1.5180, grad_norm: 6.9186 2020-08-07 07:36:43,430 - mmaction - INFO - Epoch [230][3300/3757] lr: 2.720e-03, eta: 23:00:52, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.6981, loss: 1.6981, grad_norm: 7.3668 2020-08-07 07:36:59,295 - mmaction - INFO - Epoch [230][3320/3757] lr: 2.720e-03, eta: 23:00:35, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8281, loss_cls: 1.5670, loss: 1.5670, grad_norm: 6.8797 2020-08-07 07:37:15,075 - mmaction - INFO - Epoch [230][3340/3757] lr: 2.720e-03, eta: 23:00:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8336, loss_cls: 1.5248, loss: 1.5248, grad_norm: 7.0838 2020-08-07 07:37:30,932 - mmaction - INFO - Epoch [230][3360/3757] lr: 2.720e-03, eta: 23:00:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8344, loss_cls: 1.5631, loss: 1.5631, grad_norm: 7.1904 2020-08-07 07:37:46,696 - mmaction - INFO - Epoch [230][3380/3757] lr: 2.720e-03, eta: 22:59:43, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8266, loss_cls: 1.6097, loss: 1.6097, grad_norm: 7.3730 2020-08-07 07:38:02,583 - mmaction - INFO - Epoch [230][3400/3757] lr: 2.720e-03, eta: 22:59:26, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.5883, top5_acc: 0.8156, loss_cls: 1.6904, loss: 1.6904, grad_norm: 7.4827 2020-08-07 07:38:18,408 - mmaction - INFO - Epoch [230][3420/3757] lr: 2.720e-03, eta: 22:59:09, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8078, loss_cls: 1.6922, loss: 1.6922, grad_norm: 7.3758 2020-08-07 07:38:34,258 - mmaction - INFO - Epoch [230][3440/3757] lr: 2.720e-03, eta: 22:58:52, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8023, loss_cls: 1.7205, loss: 1.7205, grad_norm: 7.4371 2020-08-07 07:38:50,040 - mmaction - INFO - Epoch [230][3460/3757] lr: 2.720e-03, eta: 22:58:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8078, loss_cls: 1.6887, loss: 1.6887, grad_norm: 7.2691 2020-08-07 07:39:05,826 - mmaction - INFO - Epoch [230][3480/3757] lr: 2.720e-03, eta: 22:58:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8281, loss_cls: 1.5453, loss: 1.5453, grad_norm: 7.2659 2020-08-07 07:39:21,711 - mmaction - INFO - Epoch [230][3500/3757] lr: 2.720e-03, eta: 22:58:00, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8172, loss_cls: 1.6527, loss: 1.6527, grad_norm: 7.1062 2020-08-07 07:39:37,516 - mmaction - INFO - Epoch [230][3520/3757] lr: 2.720e-03, eta: 22:57:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8016, loss_cls: 1.6690, loss: 1.6690, grad_norm: 7.1886 2020-08-07 07:39:53,343 - mmaction - INFO - Epoch [230][3540/3757] lr: 2.720e-03, eta: 22:57:26, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5922, top5_acc: 0.8109, loss_cls: 1.6694, loss: 1.6694, grad_norm: 7.3521 2020-08-07 07:40:09,114 - mmaction - INFO - Epoch [230][3560/3757] lr: 2.720e-03, eta: 22:57:09, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8219, loss_cls: 1.5898, loss: 1.5898, grad_norm: 7.1723 2020-08-07 07:40:25,047 - mmaction - INFO - Epoch [230][3580/3757] lr: 2.720e-03, eta: 22:56:52, time: 0.796, data_time: 0.011, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8187, loss_cls: 1.6292, loss: 1.6292, grad_norm: 7.0238 2020-08-07 07:40:40,841 - mmaction - INFO - Epoch [230][3600/3757] lr: 2.720e-03, eta: 22:56:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8102, loss_cls: 1.6739, loss: 1.6739, grad_norm: 7.2428 2020-08-07 07:40:56,647 - mmaction - INFO - Epoch [230][3620/3757] lr: 2.720e-03, eta: 22:56:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8164, loss_cls: 1.6279, loss: 1.6279, grad_norm: 7.3261 2020-08-07 07:41:12,480 - mmaction - INFO - Epoch [230][3640/3757] lr: 2.720e-03, eta: 22:56:00, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8125, loss_cls: 1.6817, loss: 1.6817, grad_norm: 7.0823 2020-08-07 07:41:28,273 - mmaction - INFO - Epoch [230][3660/3757] lr: 2.720e-03, eta: 22:55:43, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8133, loss_cls: 1.6541, loss: 1.6541, grad_norm: 7.0180 2020-08-07 07:41:44,112 - mmaction - INFO - Epoch [230][3680/3757] lr: 2.720e-03, eta: 22:55:26, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8117, loss_cls: 1.6250, loss: 1.6250, grad_norm: 7.1539 2020-08-07 07:41:59,977 - mmaction - INFO - Epoch [230][3700/3757] lr: 2.720e-03, eta: 22:55:09, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8234, loss_cls: 1.5377, loss: 1.5377, grad_norm: 7.2647 2020-08-07 07:42:15,808 - mmaction - INFO - Epoch [230][3720/3757] lr: 2.720e-03, eta: 22:54:51, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8289, loss_cls: 1.5652, loss: 1.5652, grad_norm: 7.1431 2020-08-07 07:42:31,646 - mmaction - INFO - Epoch [230][3740/3757] lr: 2.720e-03, eta: 22:54:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8016, loss_cls: 1.7540, loss: 1.7540, grad_norm: 7.3623 2020-08-07 07:45:13,199 - mmaction - INFO - Epoch [231][20/3757] lr: 2.524e-03, eta: 22:54:31, time: 7.118, data_time: 6.291, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8242, loss_cls: 1.5990, loss: 1.5990, grad_norm: 7.3377 2020-08-07 07:45:29,044 - mmaction - INFO - Epoch [231][40/3757] lr: 2.524e-03, eta: 22:54:14, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8227, loss_cls: 1.5910, loss: 1.5910, grad_norm: 7.2095 2020-08-07 07:45:44,848 - mmaction - INFO - Epoch [231][60/3757] lr: 2.524e-03, eta: 22:53:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8289, loss_cls: 1.5581, loss: 1.5581, grad_norm: 7.1558 2020-08-07 07:46:00,715 - mmaction - INFO - Epoch [231][80/3757] lr: 2.524e-03, eta: 22:53:40, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8266, loss_cls: 1.5615, loss: 1.5615, grad_norm: 7.0142 2020-08-07 07:46:16,463 - mmaction - INFO - Epoch [231][100/3757] lr: 2.524e-03, eta: 22:53:23, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8117, loss_cls: 1.6606, loss: 1.6606, grad_norm: 7.4432 2020-08-07 07:46:32,297 - mmaction - INFO - Epoch [231][120/3757] lr: 2.524e-03, eta: 22:53:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8281, loss_cls: 1.5626, loss: 1.5626, grad_norm: 7.3860 2020-08-07 07:46:48,125 - mmaction - INFO - Epoch [231][140/3757] lr: 2.524e-03, eta: 22:52:48, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8094, loss_cls: 1.7074, loss: 1.7074, grad_norm: 7.5235 2020-08-07 07:47:04,003 - mmaction - INFO - Epoch [231][160/3757] lr: 2.524e-03, eta: 22:52:31, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8258, loss_cls: 1.6139, loss: 1.6139, grad_norm: 7.3305 2020-08-07 07:47:19,858 - mmaction - INFO - Epoch [231][180/3757] lr: 2.524e-03, eta: 22:52:14, time: 0.792, data_time: 0.007, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8023, loss_cls: 1.7003, loss: 1.7003, grad_norm: 7.3286 2020-08-07 07:47:35,690 - mmaction - INFO - Epoch [231][200/3757] lr: 2.524e-03, eta: 22:51:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8289, loss_cls: 1.5854, loss: 1.5854, grad_norm: 7.2946 2020-08-07 07:47:51,493 - mmaction - INFO - Epoch [231][220/3757] lr: 2.524e-03, eta: 22:51:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8305, loss_cls: 1.5844, loss: 1.5844, grad_norm: 7.2846 2020-08-07 07:48:07,292 - mmaction - INFO - Epoch [231][240/3757] lr: 2.524e-03, eta: 22:51:23, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8375, loss_cls: 1.4901, loss: 1.4901, grad_norm: 7.2067 2020-08-07 07:48:23,062 - mmaction - INFO - Epoch [231][260/3757] lr: 2.524e-03, eta: 22:51:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8102, loss_cls: 1.6511, loss: 1.6511, grad_norm: 7.2333 2020-08-07 07:48:38,869 - mmaction - INFO - Epoch [231][280/3757] lr: 2.524e-03, eta: 22:50:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8297, loss_cls: 1.5829, loss: 1.5829, grad_norm: 7.1395 2020-08-07 07:48:54,639 - mmaction - INFO - Epoch [231][300/3757] lr: 2.524e-03, eta: 22:50:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8172, loss_cls: 1.6368, loss: 1.6368, grad_norm: 7.1954 2020-08-07 07:49:10,383 - mmaction - INFO - Epoch [231][320/3757] lr: 2.524e-03, eta: 22:50:14, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8281, loss_cls: 1.5713, loss: 1.5713, grad_norm: 7.2528 2020-08-07 07:49:26,238 - mmaction - INFO - Epoch [231][340/3757] lr: 2.524e-03, eta: 22:49:57, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8352, loss_cls: 1.5449, loss: 1.5449, grad_norm: 7.0274 2020-08-07 07:49:42,073 - mmaction - INFO - Epoch [231][360/3757] lr: 2.524e-03, eta: 22:49:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8250, loss_cls: 1.6048, loss: 1.6048, grad_norm: 7.4312 2020-08-07 07:49:57,839 - mmaction - INFO - Epoch [231][380/3757] lr: 2.524e-03, eta: 22:49:22, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8391, loss_cls: 1.5641, loss: 1.5641, grad_norm: 7.4342 2020-08-07 07:50:13,633 - mmaction - INFO - Epoch [231][400/3757] lr: 2.524e-03, eta: 22:49:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8031, loss_cls: 1.7181, loss: 1.7181, grad_norm: 7.3443 2020-08-07 07:50:29,484 - mmaction - INFO - Epoch [231][420/3757] lr: 2.524e-03, eta: 22:48:48, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8117, loss_cls: 1.6346, loss: 1.6346, grad_norm: 7.4517 2020-08-07 07:50:45,371 - mmaction - INFO - Epoch [231][440/3757] lr: 2.524e-03, eta: 22:48:31, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8125, loss_cls: 1.6676, loss: 1.6676, grad_norm: 7.3475 2020-08-07 07:51:01,161 - mmaction - INFO - Epoch [231][460/3757] lr: 2.524e-03, eta: 22:48:14, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8336, loss_cls: 1.5328, loss: 1.5328, grad_norm: 7.1340 2020-08-07 07:51:16,957 - mmaction - INFO - Epoch [231][480/3757] lr: 2.524e-03, eta: 22:47:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8305, loss_cls: 1.5782, loss: 1.5782, grad_norm: 7.1309 2020-08-07 07:51:32,780 - mmaction - INFO - Epoch [231][500/3757] lr: 2.524e-03, eta: 22:47:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8180, loss_cls: 1.5770, loss: 1.5770, grad_norm: 7.0433 2020-08-07 07:51:48,635 - mmaction - INFO - Epoch [231][520/3757] lr: 2.524e-03, eta: 22:47:22, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8391, loss_cls: 1.5742, loss: 1.5742, grad_norm: 7.3579 2020-08-07 07:52:04,390 - mmaction - INFO - Epoch [231][540/3757] lr: 2.524e-03, eta: 22:47:05, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8219, loss_cls: 1.6062, loss: 1.6062, grad_norm: 7.3129 2020-08-07 07:52:20,140 - mmaction - INFO - Epoch [231][560/3757] lr: 2.524e-03, eta: 22:46:48, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8359, loss_cls: 1.5357, loss: 1.5357, grad_norm: 7.1428 2020-08-07 07:52:35,894 - mmaction - INFO - Epoch [231][580/3757] lr: 2.524e-03, eta: 22:46:31, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8195, loss_cls: 1.6207, loss: 1.6207, grad_norm: 7.2864 2020-08-07 07:52:51,768 - mmaction - INFO - Epoch [231][600/3757] lr: 2.524e-03, eta: 22:46:14, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8281, loss_cls: 1.5511, loss: 1.5511, grad_norm: 7.1545 2020-08-07 07:53:07,475 - mmaction - INFO - Epoch [231][620/3757] lr: 2.524e-03, eta: 22:45:56, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8258, loss_cls: 1.5784, loss: 1.5784, grad_norm: 7.2145 2020-08-07 07:53:23,284 - mmaction - INFO - Epoch [231][640/3757] lr: 2.524e-03, eta: 22:45:39, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8281, loss_cls: 1.5522, loss: 1.5522, grad_norm: 7.2396 2020-08-07 07:53:39,051 - mmaction - INFO - Epoch [231][660/3757] lr: 2.524e-03, eta: 22:45:22, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8281, loss_cls: 1.5575, loss: 1.5575, grad_norm: 7.3007 2020-08-07 07:53:54,788 - mmaction - INFO - Epoch [231][680/3757] lr: 2.524e-03, eta: 22:45:05, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8000, loss_cls: 1.6944, loss: 1.6944, grad_norm: 7.3230 2020-08-07 07:54:10,577 - mmaction - INFO - Epoch [231][700/3757] lr: 2.524e-03, eta: 22:44:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8203, loss_cls: 1.5854, loss: 1.5854, grad_norm: 7.3679 2020-08-07 07:54:26,365 - mmaction - INFO - Epoch [231][720/3757] lr: 2.524e-03, eta: 22:44:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8180, loss_cls: 1.5900, loss: 1.5900, grad_norm: 7.2403 2020-08-07 07:54:42,130 - mmaction - INFO - Epoch [231][740/3757] lr: 2.524e-03, eta: 22:44:13, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8422, loss_cls: 1.4971, loss: 1.4971, grad_norm: 6.8894 2020-08-07 07:54:57,873 - mmaction - INFO - Epoch [231][760/3757] lr: 2.524e-03, eta: 22:43:56, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8227, loss_cls: 1.6119, loss: 1.6119, grad_norm: 7.2119 2020-08-07 07:55:13,709 - mmaction - INFO - Epoch [231][780/3757] lr: 2.524e-03, eta: 22:43:39, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8047, loss_cls: 1.6344, loss: 1.6344, grad_norm: 7.1182 2020-08-07 07:55:29,494 - mmaction - INFO - Epoch [231][800/3757] lr: 2.524e-03, eta: 22:43:22, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8289, loss_cls: 1.5710, loss: 1.5710, grad_norm: 7.4183 2020-08-07 07:55:45,245 - mmaction - INFO - Epoch [231][820/3757] lr: 2.524e-03, eta: 22:43:05, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8445, loss_cls: 1.5413, loss: 1.5413, grad_norm: 7.3272 2020-08-07 07:56:01,049 - mmaction - INFO - Epoch [231][840/3757] lr: 2.524e-03, eta: 22:42:48, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8266, loss_cls: 1.5674, loss: 1.5674, grad_norm: 7.2101 2020-08-07 07:56:16,827 - mmaction - INFO - Epoch [231][860/3757] lr: 2.524e-03, eta: 22:42:30, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8203, loss_cls: 1.6282, loss: 1.6282, grad_norm: 7.3488 2020-08-07 07:56:32,635 - mmaction - INFO - Epoch [231][880/3757] lr: 2.524e-03, eta: 22:42:13, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8094, loss_cls: 1.5886, loss: 1.5886, grad_norm: 7.0732 2020-08-07 07:56:48,466 - mmaction - INFO - Epoch [231][900/3757] lr: 2.524e-03, eta: 22:41:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8047, loss_cls: 1.7116, loss: 1.7116, grad_norm: 7.4231 2020-08-07 07:57:04,250 - mmaction - INFO - Epoch [231][920/3757] lr: 2.524e-03, eta: 22:41:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8305, loss_cls: 1.5032, loss: 1.5032, grad_norm: 6.9622 2020-08-07 07:57:20,039 - mmaction - INFO - Epoch [231][940/3757] lr: 2.524e-03, eta: 22:41:22, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8250, loss_cls: 1.5510, loss: 1.5510, grad_norm: 7.0716 2020-08-07 07:57:35,812 - mmaction - INFO - Epoch [231][960/3757] lr: 2.524e-03, eta: 22:41:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8070, loss_cls: 1.6330, loss: 1.6330, grad_norm: 7.1926 2020-08-07 07:57:51,637 - mmaction - INFO - Epoch [231][980/3757] lr: 2.524e-03, eta: 22:40:48, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8297, loss_cls: 1.5969, loss: 1.5969, grad_norm: 7.1029 2020-08-07 07:58:07,408 - mmaction - INFO - Epoch [231][1000/3757] lr: 2.524e-03, eta: 22:40:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8078, loss_cls: 1.6479, loss: 1.6479, grad_norm: 7.0555 2020-08-07 07:58:23,239 - mmaction - INFO - Epoch [231][1020/3757] lr: 2.524e-03, eta: 22:40:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8164, loss_cls: 1.6379, loss: 1.6379, grad_norm: 7.3240 2020-08-07 07:58:39,100 - mmaction - INFO - Epoch [231][1040/3757] lr: 2.524e-03, eta: 22:39:56, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8242, loss_cls: 1.6150, loss: 1.6150, grad_norm: 7.4977 2020-08-07 07:58:54,927 - mmaction - INFO - Epoch [231][1060/3757] lr: 2.524e-03, eta: 22:39:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8289, loss_cls: 1.6034, loss: 1.6034, grad_norm: 7.2690 2020-08-07 07:59:10,740 - mmaction - INFO - Epoch [231][1080/3757] lr: 2.524e-03, eta: 22:39:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8250, loss_cls: 1.5683, loss: 1.5683, grad_norm: 7.3929 2020-08-07 07:59:26,472 - mmaction - INFO - Epoch [231][1100/3757] lr: 2.524e-03, eta: 22:39:05, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8148, loss_cls: 1.6680, loss: 1.6680, grad_norm: 7.8470 2020-08-07 07:59:42,220 - mmaction - INFO - Epoch [231][1120/3757] lr: 2.524e-03, eta: 22:38:47, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8141, loss_cls: 1.6741, loss: 1.6741, grad_norm: 7.3865 2020-08-07 07:59:58,035 - mmaction - INFO - Epoch [231][1140/3757] lr: 2.524e-03, eta: 22:38:30, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8164, loss_cls: 1.6117, loss: 1.6117, grad_norm: 7.1456 2020-08-07 08:00:17,840 - mmaction - INFO - Epoch [231][1160/3757] lr: 2.524e-03, eta: 22:38:14, time: 0.977, data_time: 0.005, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8125, loss_cls: 1.6601, loss: 1.6601, grad_norm: 7.1184 2020-08-07 08:00:33,776 - mmaction - INFO - Epoch [231][1180/3757] lr: 2.524e-03, eta: 22:37:57, time: 0.809, data_time: 0.019, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8320, loss_cls: 1.5511, loss: 1.5511, grad_norm: 7.2557 2020-08-07 08:00:49,504 - mmaction - INFO - Epoch [231][1200/3757] lr: 2.524e-03, eta: 22:37:40, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8195, loss_cls: 1.5949, loss: 1.5949, grad_norm: 7.3640 2020-08-07 08:01:05,298 - mmaction - INFO - Epoch [231][1220/3757] lr: 2.524e-03, eta: 22:37:23, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8125, loss_cls: 1.6669, loss: 1.6669, grad_norm: 7.3812 2020-08-07 08:01:21,069 - mmaction - INFO - Epoch [231][1240/3757] lr: 2.524e-03, eta: 22:37:05, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8195, loss_cls: 1.6039, loss: 1.6039, grad_norm: 7.0236 2020-08-07 08:01:36,837 - mmaction - INFO - Epoch [231][1260/3757] lr: 2.524e-03, eta: 22:36:48, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8336, loss_cls: 1.5377, loss: 1.5377, grad_norm: 7.2201 2020-08-07 08:01:52,595 - mmaction - INFO - Epoch [231][1280/3757] lr: 2.524e-03, eta: 22:36:31, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8219, loss_cls: 1.5356, loss: 1.5356, grad_norm: 7.1078 2020-08-07 08:02:08,423 - mmaction - INFO - Epoch [231][1300/3757] lr: 2.524e-03, eta: 22:36:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8180, loss_cls: 1.5996, loss: 1.5996, grad_norm: 7.3154 2020-08-07 08:02:24,180 - mmaction - INFO - Epoch [231][1320/3757] lr: 2.524e-03, eta: 22:35:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8266, loss_cls: 1.5621, loss: 1.5621, grad_norm: 7.2296 2020-08-07 08:02:40,000 - mmaction - INFO - Epoch [231][1340/3757] lr: 2.524e-03, eta: 22:35:40, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8195, loss_cls: 1.6351, loss: 1.6351, grad_norm: 7.5122 2020-08-07 08:02:55,868 - mmaction - INFO - Epoch [231][1360/3757] lr: 2.524e-03, eta: 22:35:23, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8055, loss_cls: 1.6731, loss: 1.6731, grad_norm: 7.5263 2020-08-07 08:03:11,630 - mmaction - INFO - Epoch [231][1380/3757] lr: 2.524e-03, eta: 22:35:05, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8125, loss_cls: 1.6816, loss: 1.6816, grad_norm: 7.4561 2020-08-07 08:03:27,520 - mmaction - INFO - Epoch [231][1400/3757] lr: 2.524e-03, eta: 22:34:48, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8070, loss_cls: 1.6502, loss: 1.6502, grad_norm: 7.4671 2020-08-07 08:03:43,316 - mmaction - INFO - Epoch [231][1420/3757] lr: 2.524e-03, eta: 22:34:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8406, loss_cls: 1.5530, loss: 1.5530, grad_norm: 7.2177 2020-08-07 08:03:59,081 - mmaction - INFO - Epoch [231][1440/3757] lr: 2.524e-03, eta: 22:34:14, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8023, loss_cls: 1.6267, loss: 1.6267, grad_norm: 7.0705 2020-08-07 08:04:14,821 - mmaction - INFO - Epoch [231][1460/3757] lr: 2.524e-03, eta: 22:33:57, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8070, loss_cls: 1.6097, loss: 1.6097, grad_norm: 7.2498 2020-08-07 08:04:30,652 - mmaction - INFO - Epoch [231][1480/3757] lr: 2.524e-03, eta: 22:33:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.5533, loss: 1.5533, grad_norm: 7.1904 2020-08-07 08:04:46,495 - mmaction - INFO - Epoch [231][1500/3757] lr: 2.524e-03, eta: 22:33:22, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8102, loss_cls: 1.6302, loss: 1.6302, grad_norm: 7.3288 2020-08-07 08:05:02,218 - mmaction - INFO - Epoch [231][1520/3757] lr: 2.524e-03, eta: 22:33:05, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8406, loss_cls: 1.5331, loss: 1.5331, grad_norm: 7.3507 2020-08-07 08:05:17,858 - mmaction - INFO - Epoch [231][1540/3757] lr: 2.524e-03, eta: 22:32:48, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8234, loss_cls: 1.5745, loss: 1.5745, grad_norm: 7.1847 2020-08-07 08:05:33,679 - mmaction - INFO - Epoch [231][1560/3757] lr: 2.524e-03, eta: 22:32:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8352, loss_cls: 1.5883, loss: 1.5883, grad_norm: 7.5191 2020-08-07 08:05:49,458 - mmaction - INFO - Epoch [231][1580/3757] lr: 2.524e-03, eta: 22:32:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8164, loss_cls: 1.5724, loss: 1.5724, grad_norm: 7.1263 2020-08-07 08:06:05,202 - mmaction - INFO - Epoch [231][1600/3757] lr: 2.524e-03, eta: 22:31:57, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8227, loss_cls: 1.5144, loss: 1.5144, grad_norm: 7.0159 2020-08-07 08:06:20,968 - mmaction - INFO - Epoch [231][1620/3757] lr: 2.524e-03, eta: 22:31:39, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8305, loss_cls: 1.5848, loss: 1.5848, grad_norm: 7.3435 2020-08-07 08:06:36,843 - mmaction - INFO - Epoch [231][1640/3757] lr: 2.524e-03, eta: 22:31:22, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8156, loss_cls: 1.6669, loss: 1.6669, grad_norm: 7.4897 2020-08-07 08:06:52,699 - mmaction - INFO - Epoch [231][1660/3757] lr: 2.524e-03, eta: 22:31:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8148, loss_cls: 1.5973, loss: 1.5973, grad_norm: 7.1676 2020-08-07 08:07:08,470 - mmaction - INFO - Epoch [231][1680/3757] lr: 2.524e-03, eta: 22:30:48, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8227, loss_cls: 1.5854, loss: 1.5854, grad_norm: 7.2585 2020-08-07 08:07:24,203 - mmaction - INFO - Epoch [231][1700/3757] lr: 2.524e-03, eta: 22:30:31, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8250, loss_cls: 1.5581, loss: 1.5581, grad_norm: 7.1709 2020-08-07 08:07:39,927 - mmaction - INFO - Epoch [231][1720/3757] lr: 2.524e-03, eta: 22:30:14, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8562, loss_cls: 1.4459, loss: 1.4459, grad_norm: 7.0184 2020-08-07 08:07:55,786 - mmaction - INFO - Epoch [231][1740/3757] lr: 2.524e-03, eta: 22:29:56, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8133, loss_cls: 1.6242, loss: 1.6242, grad_norm: 7.5283 2020-08-07 08:08:11,624 - mmaction - INFO - Epoch [231][1760/3757] lr: 2.524e-03, eta: 22:29:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8242, loss_cls: 1.5681, loss: 1.5681, grad_norm: 7.3498 2020-08-07 08:08:27,405 - mmaction - INFO - Epoch [231][1780/3757] lr: 2.524e-03, eta: 22:29:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8102, loss_cls: 1.6383, loss: 1.6383, grad_norm: 7.3011 2020-08-07 08:08:43,192 - mmaction - INFO - Epoch [231][1800/3757] lr: 2.524e-03, eta: 22:29:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8195, loss_cls: 1.6464, loss: 1.6464, grad_norm: 7.2962 2020-08-07 08:08:59,003 - mmaction - INFO - Epoch [231][1820/3757] lr: 2.524e-03, eta: 22:28:48, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8266, loss_cls: 1.5842, loss: 1.5842, grad_norm: 7.2960 2020-08-07 08:09:14,798 - mmaction - INFO - Epoch [231][1840/3757] lr: 2.524e-03, eta: 22:28:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8242, loss_cls: 1.6334, loss: 1.6334, grad_norm: 7.3221 2020-08-07 08:09:30,614 - mmaction - INFO - Epoch [231][1860/3757] lr: 2.524e-03, eta: 22:28:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8414, loss_cls: 1.5296, loss: 1.5296, grad_norm: 7.3439 2020-08-07 08:09:46,453 - mmaction - INFO - Epoch [231][1880/3757] lr: 2.524e-03, eta: 22:27:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.5773, top5_acc: 0.8180, loss_cls: 1.6727, loss: 1.6727, grad_norm: 7.5625 2020-08-07 08:10:02,367 - mmaction - INFO - Epoch [231][1900/3757] lr: 2.524e-03, eta: 22:27:39, time: 0.796, data_time: 0.009, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8187, loss_cls: 1.6486, loss: 1.6486, grad_norm: 7.5597 2020-08-07 08:10:18,070 - mmaction - INFO - Epoch [231][1920/3757] lr: 2.524e-03, eta: 22:27:22, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8273, loss_cls: 1.5850, loss: 1.5850, grad_norm: 7.2416 2020-08-07 08:10:33,890 - mmaction - INFO - Epoch [231][1940/3757] lr: 2.524e-03, eta: 22:27:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8258, loss_cls: 1.5778, loss: 1.5778, grad_norm: 7.0455 2020-08-07 08:10:49,755 - mmaction - INFO - Epoch [231][1960/3757] lr: 2.524e-03, eta: 22:26:48, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8281, loss_cls: 1.6236, loss: 1.6236, grad_norm: 7.3946 2020-08-07 08:11:05,528 - mmaction - INFO - Epoch [231][1980/3757] lr: 2.524e-03, eta: 22:26:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8297, loss_cls: 1.6171, loss: 1.6171, grad_norm: 7.3117 2020-08-07 08:11:21,348 - mmaction - INFO - Epoch [231][2000/3757] lr: 2.524e-03, eta: 22:26:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8289, loss_cls: 1.5306, loss: 1.5306, grad_norm: 7.1748 2020-08-07 08:11:37,203 - mmaction - INFO - Epoch [231][2020/3757] lr: 2.524e-03, eta: 22:25:56, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8211, loss_cls: 1.6524, loss: 1.6524, grad_norm: 7.5846 2020-08-07 08:11:53,012 - mmaction - INFO - Epoch [231][2040/3757] lr: 2.524e-03, eta: 22:25:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8336, loss_cls: 1.5633, loss: 1.5633, grad_norm: 7.3167 2020-08-07 08:12:08,784 - mmaction - INFO - Epoch [231][2060/3757] lr: 2.524e-03, eta: 22:25:22, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8234, loss_cls: 1.5263, loss: 1.5263, grad_norm: 7.0893 2020-08-07 08:12:24,569 - mmaction - INFO - Epoch [231][2080/3757] lr: 2.524e-03, eta: 22:25:05, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8320, loss_cls: 1.6145, loss: 1.6145, grad_norm: 7.2537 2020-08-07 08:12:40,437 - mmaction - INFO - Epoch [231][2100/3757] lr: 2.524e-03, eta: 22:24:48, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8070, loss_cls: 1.5844, loss: 1.5844, grad_norm: 6.9934 2020-08-07 08:12:56,243 - mmaction - INFO - Epoch [231][2120/3757] lr: 2.524e-03, eta: 22:24:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8070, loss_cls: 1.6411, loss: 1.6411, grad_norm: 7.0797 2020-08-07 08:13:12,050 - mmaction - INFO - Epoch [231][2140/3757] lr: 2.524e-03, eta: 22:24:13, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8266, loss_cls: 1.6407, loss: 1.6407, grad_norm: 7.4602 2020-08-07 08:13:27,864 - mmaction - INFO - Epoch [231][2160/3757] lr: 2.524e-03, eta: 22:23:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8195, loss_cls: 1.6095, loss: 1.6095, grad_norm: 7.3837 2020-08-07 08:13:43,706 - mmaction - INFO - Epoch [231][2180/3757] lr: 2.524e-03, eta: 22:23:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8258, loss_cls: 1.5516, loss: 1.5516, grad_norm: 7.2019 2020-08-07 08:13:59,488 - mmaction - INFO - Epoch [231][2200/3757] lr: 2.524e-03, eta: 22:23:22, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8078, loss_cls: 1.6810, loss: 1.6810, grad_norm: 7.3981 2020-08-07 08:14:15,288 - mmaction - INFO - Epoch [231][2220/3757] lr: 2.524e-03, eta: 22:23:05, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8172, loss_cls: 1.5972, loss: 1.5972, grad_norm: 7.4821 2020-08-07 08:14:31,217 - mmaction - INFO - Epoch [231][2240/3757] lr: 2.524e-03, eta: 22:22:48, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8070, loss_cls: 1.6986, loss: 1.6986, grad_norm: 7.4112 2020-08-07 08:14:46,926 - mmaction - INFO - Epoch [231][2260/3757] lr: 2.524e-03, eta: 22:22:31, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8031, loss_cls: 1.6619, loss: 1.6619, grad_norm: 7.5036 2020-08-07 08:15:02,771 - mmaction - INFO - Epoch [231][2280/3757] lr: 2.524e-03, eta: 22:22:13, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8242, loss_cls: 1.5502, loss: 1.5502, grad_norm: 7.2522 2020-08-07 08:15:18,482 - mmaction - INFO - Epoch [231][2300/3757] lr: 2.524e-03, eta: 22:21:56, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8086, loss_cls: 1.6238, loss: 1.6238, grad_norm: 7.3023 2020-08-07 08:15:34,227 - mmaction - INFO - Epoch [231][2320/3757] lr: 2.524e-03, eta: 22:21:39, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8156, loss_cls: 1.7174, loss: 1.7174, grad_norm: 7.4778 2020-08-07 08:15:50,032 - mmaction - INFO - Epoch [231][2340/3757] lr: 2.524e-03, eta: 22:21:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8102, loss_cls: 1.6617, loss: 1.6617, grad_norm: 7.4921 2020-08-07 08:16:05,803 - mmaction - INFO - Epoch [231][2360/3757] lr: 2.524e-03, eta: 22:21:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8250, loss_cls: 1.5905, loss: 1.5905, grad_norm: 7.2316 2020-08-07 08:16:21,639 - mmaction - INFO - Epoch [231][2380/3757] lr: 2.524e-03, eta: 22:20:48, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8078, loss_cls: 1.6761, loss: 1.6761, grad_norm: 7.3634 2020-08-07 08:16:37,450 - mmaction - INFO - Epoch [231][2400/3757] lr: 2.524e-03, eta: 22:20:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8172, loss_cls: 1.7091, loss: 1.7091, grad_norm: 7.4810 2020-08-07 08:16:53,213 - mmaction - INFO - Epoch [231][2420/3757] lr: 2.524e-03, eta: 22:20:13, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8297, loss_cls: 1.5539, loss: 1.5539, grad_norm: 7.4318 2020-08-07 08:17:09,021 - mmaction - INFO - Epoch [231][2440/3757] lr: 2.524e-03, eta: 22:19:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8273, loss_cls: 1.6126, loss: 1.6126, grad_norm: 7.2101 2020-08-07 08:17:24,874 - mmaction - INFO - Epoch [231][2460/3757] lr: 2.524e-03, eta: 22:19:39, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8266, loss_cls: 1.5851, loss: 1.5851, grad_norm: 7.2786 2020-08-07 08:17:40,668 - mmaction - INFO - Epoch [231][2480/3757] lr: 2.524e-03, eta: 22:19:22, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8195, loss_cls: 1.6274, loss: 1.6274, grad_norm: 7.4984 2020-08-07 08:17:56,518 - mmaction - INFO - Epoch [231][2500/3757] lr: 2.524e-03, eta: 22:19:05, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8047, loss_cls: 1.6599, loss: 1.6599, grad_norm: 7.4869 2020-08-07 08:18:12,214 - mmaction - INFO - Epoch [231][2520/3757] lr: 2.524e-03, eta: 22:18:48, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8055, loss_cls: 1.6725, loss: 1.6725, grad_norm: 7.3984 2020-08-07 08:18:28,085 - mmaction - INFO - Epoch [231][2540/3757] lr: 2.524e-03, eta: 22:18:30, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8117, loss_cls: 1.5994, loss: 1.5994, grad_norm: 7.3601 2020-08-07 08:18:43,915 - mmaction - INFO - Epoch [231][2560/3757] lr: 2.524e-03, eta: 22:18:13, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8227, loss_cls: 1.6391, loss: 1.6391, grad_norm: 7.5767 2020-08-07 08:18:59,733 - mmaction - INFO - Epoch [231][2580/3757] lr: 2.524e-03, eta: 22:17:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8164, loss_cls: 1.6300, loss: 1.6300, grad_norm: 7.4440 2020-08-07 08:19:15,520 - mmaction - INFO - Epoch [231][2600/3757] lr: 2.524e-03, eta: 22:17:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8039, loss_cls: 1.6345, loss: 1.6345, grad_norm: 7.2139 2020-08-07 08:19:31,274 - mmaction - INFO - Epoch [231][2620/3757] lr: 2.524e-03, eta: 22:17:22, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.6350, loss: 1.6350, grad_norm: 7.4909 2020-08-07 08:19:47,098 - mmaction - INFO - Epoch [231][2640/3757] lr: 2.524e-03, eta: 22:17:05, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8266, loss_cls: 1.6539, loss: 1.6539, grad_norm: 7.5740 2020-08-07 08:20:02,895 - mmaction - INFO - Epoch [231][2660/3757] lr: 2.524e-03, eta: 22:16:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8117, loss_cls: 1.6514, loss: 1.6514, grad_norm: 7.4596 2020-08-07 08:20:18,626 - mmaction - INFO - Epoch [231][2680/3757] lr: 2.524e-03, eta: 22:16:30, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8109, loss_cls: 1.6439, loss: 1.6439, grad_norm: 7.4329 2020-08-07 08:20:34,348 - mmaction - INFO - Epoch [231][2700/3757] lr: 2.524e-03, eta: 22:16:13, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8227, loss_cls: 1.5768, loss: 1.5768, grad_norm: 7.3431 2020-08-07 08:20:50,055 - mmaction - INFO - Epoch [231][2720/3757] lr: 2.524e-03, eta: 22:15:56, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8258, loss_cls: 1.5203, loss: 1.5203, grad_norm: 7.1898 2020-08-07 08:21:05,846 - mmaction - INFO - Epoch [231][2740/3757] lr: 2.524e-03, eta: 22:15:39, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8359, loss_cls: 1.5629, loss: 1.5629, grad_norm: 7.2726 2020-08-07 08:21:21,606 - mmaction - INFO - Epoch [231][2760/3757] lr: 2.524e-03, eta: 22:15:22, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.5969, top5_acc: 0.8078, loss_cls: 1.6884, loss: 1.6884, grad_norm: 7.4278 2020-08-07 08:21:37,368 - mmaction - INFO - Epoch [231][2780/3757] lr: 2.524e-03, eta: 22:15:05, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8187, loss_cls: 1.6325, loss: 1.6325, grad_norm: 7.3294 2020-08-07 08:21:53,241 - mmaction - INFO - Epoch [231][2800/3757] lr: 2.524e-03, eta: 22:14:47, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8109, loss_cls: 1.6571, loss: 1.6571, grad_norm: 7.2250 2020-08-07 08:22:09,141 - mmaction - INFO - Epoch [231][2820/3757] lr: 2.524e-03, eta: 22:14:30, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8102, loss_cls: 1.6669, loss: 1.6669, grad_norm: 7.4436 2020-08-07 08:22:24,920 - mmaction - INFO - Epoch [231][2840/3757] lr: 2.524e-03, eta: 22:14:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8047, loss_cls: 1.6964, loss: 1.6964, grad_norm: 7.3602 2020-08-07 08:22:40,779 - mmaction - INFO - Epoch [231][2860/3757] lr: 2.524e-03, eta: 22:13:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8258, loss_cls: 1.5719, loss: 1.5719, grad_norm: 7.1281 2020-08-07 08:22:56,552 - mmaction - INFO - Epoch [231][2880/3757] lr: 2.524e-03, eta: 22:13:39, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8227, loss_cls: 1.6614, loss: 1.6614, grad_norm: 7.3572 2020-08-07 08:23:12,328 - mmaction - INFO - Epoch [231][2900/3757] lr: 2.524e-03, eta: 22:13:22, time: 0.788, data_time: 0.000, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8398, loss_cls: 1.5405, loss: 1.5405, grad_norm: 7.1308 2020-08-07 08:23:28,152 - mmaction - INFO - Epoch [231][2920/3757] lr: 2.524e-03, eta: 22:13:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8297, loss_cls: 1.6057, loss: 1.6057, grad_norm: 7.5413 2020-08-07 08:23:43,950 - mmaction - INFO - Epoch [231][2940/3757] lr: 2.524e-03, eta: 22:12:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5647, loss: 1.5647, grad_norm: 7.1713 2020-08-07 08:23:59,750 - mmaction - INFO - Epoch [231][2960/3757] lr: 2.524e-03, eta: 22:12:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8148, loss_cls: 1.6452, loss: 1.6452, grad_norm: 7.4735 2020-08-07 08:24:15,582 - mmaction - INFO - Epoch [231][2980/3757] lr: 2.524e-03, eta: 22:12:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8211, loss_cls: 1.6554, loss: 1.6554, grad_norm: 7.4322 2020-08-07 08:24:31,494 - mmaction - INFO - Epoch [231][3000/3757] lr: 2.524e-03, eta: 22:11:56, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8109, loss_cls: 1.6149, loss: 1.6149, grad_norm: 7.1862 2020-08-07 08:24:47,192 - mmaction - INFO - Epoch [231][3020/3757] lr: 2.524e-03, eta: 22:11:39, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8086, loss_cls: 1.6249, loss: 1.6249, grad_norm: 7.2375 2020-08-07 08:25:03,089 - mmaction - INFO - Epoch [231][3040/3757] lr: 2.524e-03, eta: 22:11:22, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8336, loss_cls: 1.5447, loss: 1.5447, grad_norm: 7.3631 2020-08-07 08:25:18,795 - mmaction - INFO - Epoch [231][3060/3757] lr: 2.524e-03, eta: 22:11:05, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8227, loss_cls: 1.5761, loss: 1.5761, grad_norm: 7.4358 2020-08-07 08:25:34,612 - mmaction - INFO - Epoch [231][3080/3757] lr: 2.524e-03, eta: 22:10:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8156, loss_cls: 1.6092, loss: 1.6092, grad_norm: 7.2968 2020-08-07 08:25:50,410 - mmaction - INFO - Epoch [231][3100/3757] lr: 2.524e-03, eta: 22:10:30, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8258, loss_cls: 1.5685, loss: 1.5685, grad_norm: 7.4306 2020-08-07 08:26:06,232 - mmaction - INFO - Epoch [231][3120/3757] lr: 2.524e-03, eta: 22:10:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8094, loss_cls: 1.6469, loss: 1.6469, grad_norm: 7.3088 2020-08-07 08:26:22,036 - mmaction - INFO - Epoch [231][3140/3757] lr: 2.524e-03, eta: 22:09:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8211, loss_cls: 1.5545, loss: 1.5545, grad_norm: 7.1076 2020-08-07 08:26:37,895 - mmaction - INFO - Epoch [231][3160/3757] lr: 2.524e-03, eta: 22:09:39, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8289, loss_cls: 1.5904, loss: 1.5904, grad_norm: 7.4543 2020-08-07 08:26:53,656 - mmaction - INFO - Epoch [231][3180/3757] lr: 2.524e-03, eta: 22:09:22, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8117, loss_cls: 1.6037, loss: 1.6037, grad_norm: 7.1166 2020-08-07 08:27:09,473 - mmaction - INFO - Epoch [231][3200/3757] lr: 2.524e-03, eta: 22:09:05, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.7898, loss_cls: 1.7700, loss: 1.7700, grad_norm: 7.4327 2020-08-07 08:27:25,258 - mmaction - INFO - Epoch [231][3220/3757] lr: 2.524e-03, eta: 22:08:47, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8273, loss_cls: 1.6199, loss: 1.6199, grad_norm: 7.4163 2020-08-07 08:27:41,087 - mmaction - INFO - Epoch [231][3240/3757] lr: 2.524e-03, eta: 22:08:30, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8055, loss_cls: 1.6742, loss: 1.6742, grad_norm: 7.4581 2020-08-07 08:27:56,791 - mmaction - INFO - Epoch [231][3260/3757] lr: 2.524e-03, eta: 22:08:13, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8289, loss_cls: 1.5693, loss: 1.5693, grad_norm: 7.4352 2020-08-07 08:28:12,638 - mmaction - INFO - Epoch [231][3280/3757] lr: 2.524e-03, eta: 22:07:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8320, loss_cls: 1.5302, loss: 1.5302, grad_norm: 7.1646 2020-08-07 08:28:28,385 - mmaction - INFO - Epoch [231][3300/3757] lr: 2.524e-03, eta: 22:07:39, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8227, loss_cls: 1.6225, loss: 1.6225, grad_norm: 7.2119 2020-08-07 08:28:44,198 - mmaction - INFO - Epoch [231][3320/3757] lr: 2.524e-03, eta: 22:07:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8313, loss_cls: 1.5399, loss: 1.5399, grad_norm: 7.1773 2020-08-07 08:28:59,924 - mmaction - INFO - Epoch [231][3340/3757] lr: 2.524e-03, eta: 22:07:05, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8023, loss_cls: 1.7219, loss: 1.7219, grad_norm: 7.3376 2020-08-07 08:29:15,709 - mmaction - INFO - Epoch [231][3360/3757] lr: 2.524e-03, eta: 22:06:47, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8359, loss_cls: 1.5248, loss: 1.5248, grad_norm: 7.3430 2020-08-07 08:29:31,528 - mmaction - INFO - Epoch [231][3380/3757] lr: 2.524e-03, eta: 22:06:30, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8211, loss_cls: 1.6566, loss: 1.6566, grad_norm: 7.3556 2020-08-07 08:29:47,348 - mmaction - INFO - Epoch [231][3400/3757] lr: 2.524e-03, eta: 22:06:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8258, loss_cls: 1.5448, loss: 1.5448, grad_norm: 6.9721 2020-08-07 08:30:03,248 - mmaction - INFO - Epoch [231][3420/3757] lr: 2.524e-03, eta: 22:05:56, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8102, loss_cls: 1.6479, loss: 1.6479, grad_norm: 7.6307 2020-08-07 08:30:19,066 - mmaction - INFO - Epoch [231][3440/3757] lr: 2.524e-03, eta: 22:05:39, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8305, loss_cls: 1.5594, loss: 1.5594, grad_norm: 7.2190 2020-08-07 08:30:34,958 - mmaction - INFO - Epoch [231][3460/3757] lr: 2.524e-03, eta: 22:05:22, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8250, loss_cls: 1.5664, loss: 1.5664, grad_norm: 7.2745 2020-08-07 08:30:50,781 - mmaction - INFO - Epoch [231][3480/3757] lr: 2.524e-03, eta: 22:05:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8109, loss_cls: 1.6415, loss: 1.6415, grad_norm: 7.1276 2020-08-07 08:31:06,644 - mmaction - INFO - Epoch [231][3500/3757] lr: 2.524e-03, eta: 22:04:48, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8109, loss_cls: 1.6220, loss: 1.6220, grad_norm: 7.3788 2020-08-07 08:31:22,473 - mmaction - INFO - Epoch [231][3520/3757] lr: 2.524e-03, eta: 22:04:30, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8070, loss_cls: 1.7005, loss: 1.7005, grad_norm: 7.5766 2020-08-07 08:31:38,283 - mmaction - INFO - Epoch [231][3540/3757] lr: 2.524e-03, eta: 22:04:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8156, loss_cls: 1.6784, loss: 1.6784, grad_norm: 7.3272 2020-08-07 08:31:54,088 - mmaction - INFO - Epoch [231][3560/3757] lr: 2.524e-03, eta: 22:03:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5906, top5_acc: 0.8055, loss_cls: 1.7089, loss: 1.7089, grad_norm: 7.3322 2020-08-07 08:32:09,843 - mmaction - INFO - Epoch [231][3580/3757] lr: 2.524e-03, eta: 22:03:39, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8398, loss_cls: 1.5957, loss: 1.5957, grad_norm: 7.4224 2020-08-07 08:32:25,615 - mmaction - INFO - Epoch [231][3600/3757] lr: 2.524e-03, eta: 22:03:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8187, loss_cls: 1.6168, loss: 1.6168, grad_norm: 7.1979 2020-08-07 08:32:41,415 - mmaction - INFO - Epoch [231][3620/3757] lr: 2.524e-03, eta: 22:03:05, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8227, loss_cls: 1.5430, loss: 1.5430, grad_norm: 7.2064 2020-08-07 08:32:57,233 - mmaction - INFO - Epoch [231][3640/3757] lr: 2.524e-03, eta: 22:02:48, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8148, loss_cls: 1.6464, loss: 1.6464, grad_norm: 7.4256 2020-08-07 08:33:13,070 - mmaction - INFO - Epoch [231][3660/3757] lr: 2.524e-03, eta: 22:02:30, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8094, loss_cls: 1.6568, loss: 1.6568, grad_norm: 7.4078 2020-08-07 08:33:28,859 - mmaction - INFO - Epoch [231][3680/3757] lr: 2.524e-03, eta: 22:02:13, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8008, loss_cls: 1.7123, loss: 1.7123, grad_norm: 7.6100 2020-08-07 08:33:44,701 - mmaction - INFO - Epoch [231][3700/3757] lr: 2.524e-03, eta: 22:01:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8063, loss_cls: 1.6605, loss: 1.6605, grad_norm: 7.3580 2020-08-07 08:34:00,553 - mmaction - INFO - Epoch [231][3720/3757] lr: 2.524e-03, eta: 22:01:39, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6039, top5_acc: 0.7984, loss_cls: 1.6952, loss: 1.6952, grad_norm: 7.4419 2020-08-07 08:34:16,319 - mmaction - INFO - Epoch [231][3740/3757] lr: 2.524e-03, eta: 22:01:22, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8172, loss_cls: 1.6258, loss: 1.6258, grad_norm: 7.4970 2020-08-07 08:37:24,240 - mmaction - INFO - Epoch [232][20/3757] lr: 2.335e-03, eta: 22:01:22, time: 8.077, data_time: 7.206, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8344, loss_cls: 1.5204, loss: 1.5204, grad_norm: 7.1875 2020-08-07 08:37:39,991 - mmaction - INFO - Epoch [232][40/3757] lr: 2.335e-03, eta: 22:01:05, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8281, loss_cls: 1.5788, loss: 1.5788, grad_norm: 7.3263 2020-08-07 08:37:55,866 - mmaction - INFO - Epoch [232][60/3757] lr: 2.335e-03, eta: 22:00:48, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8242, loss_cls: 1.5744, loss: 1.5744, grad_norm: 7.1403 2020-08-07 08:38:11,683 - mmaction - INFO - Epoch [232][80/3757] lr: 2.335e-03, eta: 22:00:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8164, loss_cls: 1.5547, loss: 1.5547, grad_norm: 7.0845 2020-08-07 08:38:27,464 - mmaction - INFO - Epoch [232][100/3757] lr: 2.335e-03, eta: 22:00:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8258, loss_cls: 1.5877, loss: 1.5877, grad_norm: 7.2993 2020-08-07 08:38:43,284 - mmaction - INFO - Epoch [232][120/3757] lr: 2.335e-03, eta: 21:59:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8172, loss_cls: 1.5995, loss: 1.5995, grad_norm: 7.2148 2020-08-07 08:38:59,006 - mmaction - INFO - Epoch [232][140/3757] lr: 2.335e-03, eta: 21:59:39, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8078, loss_cls: 1.6394, loss: 1.6394, grad_norm: 7.5011 2020-08-07 08:39:14,818 - mmaction - INFO - Epoch [232][160/3757] lr: 2.335e-03, eta: 21:59:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8141, loss_cls: 1.6326, loss: 1.6326, grad_norm: 7.2913 2020-08-07 08:39:30,639 - mmaction - INFO - Epoch [232][180/3757] lr: 2.335e-03, eta: 21:59:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8258, loss_cls: 1.5915, loss: 1.5915, grad_norm: 7.2843 2020-08-07 08:39:46,411 - mmaction - INFO - Epoch [232][200/3757] lr: 2.335e-03, eta: 21:58:48, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8469, loss_cls: 1.4992, loss: 1.4992, grad_norm: 7.0859 2020-08-07 08:40:02,380 - mmaction - INFO - Epoch [232][220/3757] lr: 2.335e-03, eta: 21:58:31, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8414, loss_cls: 1.4711, loss: 1.4711, grad_norm: 7.3133 2020-08-07 08:40:18,078 - mmaction - INFO - Epoch [232][240/3757] lr: 2.335e-03, eta: 21:58:14, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8375, loss_cls: 1.5492, loss: 1.5492, grad_norm: 7.4433 2020-08-07 08:40:33,873 - mmaction - INFO - Epoch [232][260/3757] lr: 2.335e-03, eta: 21:57:56, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8375, loss_cls: 1.5441, loss: 1.5441, grad_norm: 7.4325 2020-08-07 08:40:49,697 - mmaction - INFO - Epoch [232][280/3757] lr: 2.335e-03, eta: 21:57:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8242, loss_cls: 1.5225, loss: 1.5225, grad_norm: 7.2064 2020-08-07 08:41:05,574 - mmaction - INFO - Epoch [232][300/3757] lr: 2.335e-03, eta: 21:57:22, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8156, loss_cls: 1.6680, loss: 1.6680, grad_norm: 7.4636 2020-08-07 08:41:21,391 - mmaction - INFO - Epoch [232][320/3757] lr: 2.335e-03, eta: 21:57:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8391, loss_cls: 1.5681, loss: 1.5681, grad_norm: 7.3842 2020-08-07 08:41:37,014 - mmaction - INFO - Epoch [232][340/3757] lr: 2.335e-03, eta: 21:56:48, time: 0.781, data_time: 0.001, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8148, loss_cls: 1.6518, loss: 1.6518, grad_norm: 7.7294 2020-08-07 08:41:52,782 - mmaction - INFO - Epoch [232][360/3757] lr: 2.335e-03, eta: 21:56:31, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8250, loss_cls: 1.5636, loss: 1.5636, grad_norm: 7.3375 2020-08-07 08:42:08,507 - mmaction - INFO - Epoch [232][380/3757] lr: 2.335e-03, eta: 21:56:14, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8344, loss_cls: 1.4991, loss: 1.4991, grad_norm: 7.0648 2020-08-07 08:42:24,278 - mmaction - INFO - Epoch [232][400/3757] lr: 2.335e-03, eta: 21:55:56, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8211, loss_cls: 1.5540, loss: 1.5540, grad_norm: 7.3403 2020-08-07 08:42:40,137 - mmaction - INFO - Epoch [232][420/3757] lr: 2.335e-03, eta: 21:55:39, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8125, loss_cls: 1.6561, loss: 1.6561, grad_norm: 7.4128 2020-08-07 08:42:55,971 - mmaction - INFO - Epoch [232][440/3757] lr: 2.335e-03, eta: 21:55:22, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8172, loss_cls: 1.6353, loss: 1.6353, grad_norm: 7.3326 2020-08-07 08:43:11,802 - mmaction - INFO - Epoch [232][460/3757] lr: 2.335e-03, eta: 21:55:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8313, loss_cls: 1.5366, loss: 1.5366, grad_norm: 7.1607 2020-08-07 08:43:27,633 - mmaction - INFO - Epoch [232][480/3757] lr: 2.335e-03, eta: 21:54:48, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8328, loss_cls: 1.4989, loss: 1.4989, grad_norm: 7.1352 2020-08-07 08:43:43,538 - mmaction - INFO - Epoch [232][500/3757] lr: 2.335e-03, eta: 21:54:31, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8195, loss_cls: 1.5761, loss: 1.5761, grad_norm: 7.2719 2020-08-07 08:43:59,426 - mmaction - INFO - Epoch [232][520/3757] lr: 2.335e-03, eta: 21:54:14, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8297, loss_cls: 1.5758, loss: 1.5758, grad_norm: 7.2311 2020-08-07 08:44:15,288 - mmaction - INFO - Epoch [232][540/3757] lr: 2.335e-03, eta: 21:53:56, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8266, loss_cls: 1.5878, loss: 1.5878, grad_norm: 7.2799 2020-08-07 08:44:31,013 - mmaction - INFO - Epoch [232][560/3757] lr: 2.335e-03, eta: 21:53:39, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5937, loss: 1.5937, grad_norm: 7.4123 2020-08-07 08:44:46,744 - mmaction - INFO - Epoch [232][580/3757] lr: 2.335e-03, eta: 21:53:22, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8258, loss_cls: 1.5424, loss: 1.5424, grad_norm: 7.2938 2020-08-07 08:45:02,592 - mmaction - INFO - Epoch [232][600/3757] lr: 2.335e-03, eta: 21:53:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8133, loss_cls: 1.6411, loss: 1.6411, grad_norm: 7.4102 2020-08-07 08:45:18,322 - mmaction - INFO - Epoch [232][620/3757] lr: 2.335e-03, eta: 21:52:48, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8187, loss_cls: 1.6043, loss: 1.6043, grad_norm: 7.4738 2020-08-07 08:45:34,165 - mmaction - INFO - Epoch [232][640/3757] lr: 2.335e-03, eta: 21:52:31, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8477, loss_cls: 1.5068, loss: 1.5068, grad_norm: 7.2442 2020-08-07 08:45:49,944 - mmaction - INFO - Epoch [232][660/3757] lr: 2.335e-03, eta: 21:52:14, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8250, loss_cls: 1.5650, loss: 1.5650, grad_norm: 7.2528 2020-08-07 08:46:05,797 - mmaction - INFO - Epoch [232][680/3757] lr: 2.335e-03, eta: 21:51:56, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8586, loss_cls: 1.4472, loss: 1.4472, grad_norm: 7.3371 2020-08-07 08:46:21,594 - mmaction - INFO - Epoch [232][700/3757] lr: 2.335e-03, eta: 21:51:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8461, loss_cls: 1.4872, loss: 1.4872, grad_norm: 7.2816 2020-08-07 08:46:37,353 - mmaction - INFO - Epoch [232][720/3757] lr: 2.335e-03, eta: 21:51:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8289, loss_cls: 1.6049, loss: 1.6049, grad_norm: 7.2729 2020-08-07 08:46:53,187 - mmaction - INFO - Epoch [232][740/3757] lr: 2.335e-03, eta: 21:51:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8250, loss_cls: 1.5981, loss: 1.5981, grad_norm: 7.3962 2020-08-07 08:47:09,071 - mmaction - INFO - Epoch [232][760/3757] lr: 2.335e-03, eta: 21:50:48, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8336, loss_cls: 1.5318, loss: 1.5318, grad_norm: 7.2064 2020-08-07 08:47:24,875 - mmaction - INFO - Epoch [232][780/3757] lr: 2.335e-03, eta: 21:50:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.5898, top5_acc: 0.8141, loss_cls: 1.6341, loss: 1.6341, grad_norm: 7.4943 2020-08-07 08:47:40,689 - mmaction - INFO - Epoch [232][800/3757] lr: 2.335e-03, eta: 21:50:14, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8375, loss_cls: 1.4621, loss: 1.4621, grad_norm: 7.0888 2020-08-07 08:47:56,457 - mmaction - INFO - Epoch [232][820/3757] lr: 2.335e-03, eta: 21:49:56, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8219, loss_cls: 1.6258, loss: 1.6258, grad_norm: 7.5967 2020-08-07 08:48:12,252 - mmaction - INFO - Epoch [232][840/3757] lr: 2.335e-03, eta: 21:49:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8219, loss_cls: 1.5719, loss: 1.5719, grad_norm: 7.1580 2020-08-07 08:48:28,017 - mmaction - INFO - Epoch [232][860/3757] lr: 2.335e-03, eta: 21:49:22, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8164, loss_cls: 1.5496, loss: 1.5496, grad_norm: 7.3093 2020-08-07 08:48:43,855 - mmaction - INFO - Epoch [232][880/3757] lr: 2.335e-03, eta: 21:49:05, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8195, loss_cls: 1.6001, loss: 1.6001, grad_norm: 7.3965 2020-08-07 08:48:59,649 - mmaction - INFO - Epoch [232][900/3757] lr: 2.335e-03, eta: 21:48:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8289, loss_cls: 1.5762, loss: 1.5762, grad_norm: 7.2694 2020-08-07 08:49:15,411 - mmaction - INFO - Epoch [232][920/3757] lr: 2.335e-03, eta: 21:48:31, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8289, loss_cls: 1.5514, loss: 1.5514, grad_norm: 7.4335 2020-08-07 08:49:31,188 - mmaction - INFO - Epoch [232][940/3757] lr: 2.335e-03, eta: 21:48:14, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8211, loss_cls: 1.6148, loss: 1.6148, grad_norm: 7.3525 2020-08-07 08:49:47,005 - mmaction - INFO - Epoch [232][960/3757] lr: 2.335e-03, eta: 21:47:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8102, loss_cls: 1.6515, loss: 1.6515, grad_norm: 7.4946 2020-08-07 08:50:02,853 - mmaction - INFO - Epoch [232][980/3757] lr: 2.335e-03, eta: 21:47:39, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8125, loss_cls: 1.6432, loss: 1.6432, grad_norm: 7.4702 2020-08-07 08:50:18,518 - mmaction - INFO - Epoch [232][1000/3757] lr: 2.335e-03, eta: 21:47:22, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8219, loss_cls: 1.6263, loss: 1.6263, grad_norm: 7.4314 2020-08-07 08:50:34,349 - mmaction - INFO - Epoch [232][1020/3757] lr: 2.335e-03, eta: 21:47:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8289, loss_cls: 1.6052, loss: 1.6052, grad_norm: 7.3756 2020-08-07 08:50:50,197 - mmaction - INFO - Epoch [232][1040/3757] lr: 2.335e-03, eta: 21:46:48, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8328, loss_cls: 1.5045, loss: 1.5045, grad_norm: 7.0104 2020-08-07 08:51:06,005 - mmaction - INFO - Epoch [232][1060/3757] lr: 2.335e-03, eta: 21:46:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8273, loss_cls: 1.6266, loss: 1.6266, grad_norm: 7.7126 2020-08-07 08:51:21,787 - mmaction - INFO - Epoch [232][1080/3757] lr: 2.335e-03, eta: 21:46:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8180, loss_cls: 1.5996, loss: 1.5996, grad_norm: 7.3718 2020-08-07 08:51:37,601 - mmaction - INFO - Epoch [232][1100/3757] lr: 2.335e-03, eta: 21:45:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.4971, loss: 1.4971, grad_norm: 7.3068 2020-08-07 08:51:53,404 - mmaction - INFO - Epoch [232][1120/3757] lr: 2.335e-03, eta: 21:45:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8187, loss_cls: 1.5970, loss: 1.5970, grad_norm: 7.6822 2020-08-07 08:52:09,256 - mmaction - INFO - Epoch [232][1140/3757] lr: 2.335e-03, eta: 21:45:22, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8219, loss_cls: 1.5735, loss: 1.5735, grad_norm: 7.4433 2020-08-07 08:52:25,117 - mmaction - INFO - Epoch [232][1160/3757] lr: 2.335e-03, eta: 21:45:05, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8242, loss_cls: 1.5948, loss: 1.5948, grad_norm: 7.5569 2020-08-07 08:52:40,916 - mmaction - INFO - Epoch [232][1180/3757] lr: 2.335e-03, eta: 21:44:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8297, loss_cls: 1.5755, loss: 1.5755, grad_norm: 7.3029 2020-08-07 08:52:56,712 - mmaction - INFO - Epoch [232][1200/3757] lr: 2.335e-03, eta: 21:44:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8156, loss_cls: 1.6264, loss: 1.6264, grad_norm: 7.4009 2020-08-07 08:53:12,495 - mmaction - INFO - Epoch [232][1220/3757] lr: 2.335e-03, eta: 21:44:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8109, loss_cls: 1.6116, loss: 1.6116, grad_norm: 7.3811 2020-08-07 08:53:28,312 - mmaction - INFO - Epoch [232][1240/3757] lr: 2.335e-03, eta: 21:43:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8242, loss_cls: 1.5892, loss: 1.5892, grad_norm: 7.3145 2020-08-07 08:53:44,145 - mmaction - INFO - Epoch [232][1260/3757] lr: 2.335e-03, eta: 21:43:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8484, loss_cls: 1.5202, loss: 1.5202, grad_norm: 7.3467 2020-08-07 08:53:59,990 - mmaction - INFO - Epoch [232][1280/3757] lr: 2.335e-03, eta: 21:43:22, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8414, loss_cls: 1.5282, loss: 1.5282, grad_norm: 7.5046 2020-08-07 08:54:15,772 - mmaction - INFO - Epoch [232][1300/3757] lr: 2.335e-03, eta: 21:43:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8227, loss_cls: 1.5963, loss: 1.5963, grad_norm: 7.2981 2020-08-07 08:54:31,570 - mmaction - INFO - Epoch [232][1320/3757] lr: 2.335e-03, eta: 21:42:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8383, loss_cls: 1.5147, loss: 1.5147, grad_norm: 7.2831 2020-08-07 08:54:47,352 - mmaction - INFO - Epoch [232][1340/3757] lr: 2.335e-03, eta: 21:42:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8133, loss_cls: 1.6444, loss: 1.6444, grad_norm: 7.4880 2020-08-07 08:55:03,281 - mmaction - INFO - Epoch [232][1360/3757] lr: 2.335e-03, eta: 21:42:14, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8219, loss_cls: 1.6055, loss: 1.6055, grad_norm: 7.4732 2020-08-07 08:55:19,084 - mmaction - INFO - Epoch [232][1380/3757] lr: 2.335e-03, eta: 21:41:57, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8422, loss_cls: 1.5546, loss: 1.5546, grad_norm: 7.5421 2020-08-07 08:55:34,871 - mmaction - INFO - Epoch [232][1400/3757] lr: 2.335e-03, eta: 21:41:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8164, loss_cls: 1.6152, loss: 1.6152, grad_norm: 7.3888 2020-08-07 08:55:50,637 - mmaction - INFO - Epoch [232][1420/3757] lr: 2.335e-03, eta: 21:41:22, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8234, loss_cls: 1.5800, loss: 1.5800, grad_norm: 7.4208 2020-08-07 08:56:06,536 - mmaction - INFO - Epoch [232][1440/3757] lr: 2.335e-03, eta: 21:41:05, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8344, loss_cls: 1.5461, loss: 1.5461, grad_norm: 7.3752 2020-08-07 08:56:22,281 - mmaction - INFO - Epoch [232][1460/3757] lr: 2.335e-03, eta: 21:40:48, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8203, loss_cls: 1.6034, loss: 1.6034, grad_norm: 7.3212 2020-08-07 08:56:38,064 - mmaction - INFO - Epoch [232][1480/3757] lr: 2.335e-03, eta: 21:40:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8469, loss_cls: 1.4765, loss: 1.4765, grad_norm: 7.0949 2020-08-07 08:56:53,828 - mmaction - INFO - Epoch [232][1500/3757] lr: 2.335e-03, eta: 21:40:14, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8156, loss_cls: 1.6198, loss: 1.6198, grad_norm: 7.3476 2020-08-07 08:57:09,670 - mmaction - INFO - Epoch [232][1520/3757] lr: 2.335e-03, eta: 21:39:57, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8242, loss_cls: 1.5673, loss: 1.5673, grad_norm: 7.3351 2020-08-07 08:57:25,451 - mmaction - INFO - Epoch [232][1540/3757] lr: 2.335e-03, eta: 21:39:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8359, loss_cls: 1.5245, loss: 1.5245, grad_norm: 7.3627 2020-08-07 08:57:41,235 - mmaction - INFO - Epoch [232][1560/3757] lr: 2.335e-03, eta: 21:39:22, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8305, loss_cls: 1.6045, loss: 1.6045, grad_norm: 7.4169 2020-08-07 08:57:56,943 - mmaction - INFO - Epoch [232][1580/3757] lr: 2.335e-03, eta: 21:39:05, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8148, loss_cls: 1.6763, loss: 1.6763, grad_norm: 7.5517 2020-08-07 08:58:12,711 - mmaction - INFO - Epoch [232][1600/3757] lr: 2.335e-03, eta: 21:38:48, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8102, loss_cls: 1.6823, loss: 1.6823, grad_norm: 7.5426 2020-08-07 08:58:28,562 - mmaction - INFO - Epoch [232][1620/3757] lr: 2.335e-03, eta: 21:38:31, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8094, loss_cls: 1.6245, loss: 1.6245, grad_norm: 7.4024 2020-08-07 08:58:44,363 - mmaction - INFO - Epoch [232][1640/3757] lr: 2.335e-03, eta: 21:38:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8320, loss_cls: 1.5458, loss: 1.5458, grad_norm: 7.3467 2020-08-07 08:59:00,165 - mmaction - INFO - Epoch [232][1660/3757] lr: 2.335e-03, eta: 21:37:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8211, loss_cls: 1.6611, loss: 1.6611, grad_norm: 7.5905 2020-08-07 08:59:15,977 - mmaction - INFO - Epoch [232][1680/3757] lr: 2.335e-03, eta: 21:37:39, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8375, loss_cls: 1.5098, loss: 1.5098, grad_norm: 7.2918 2020-08-07 08:59:31,834 - mmaction - INFO - Epoch [232][1700/3757] lr: 2.335e-03, eta: 21:37:22, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8352, loss_cls: 1.5704, loss: 1.5704, grad_norm: 7.4428 2020-08-07 08:59:47,617 - mmaction - INFO - Epoch [232][1720/3757] lr: 2.335e-03, eta: 21:37:05, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8289, loss_cls: 1.5564, loss: 1.5564, grad_norm: 7.4651 2020-08-07 09:00:08,977 - mmaction - INFO - Epoch [232][1740/3757] lr: 2.335e-03, eta: 21:36:49, time: 1.061, data_time: 0.004, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8297, loss_cls: 1.5338, loss: 1.5338, grad_norm: 7.0333 2020-08-07 09:00:25,477 - mmaction - INFO - Epoch [232][1760/3757] lr: 2.335e-03, eta: 21:36:32, time: 0.832, data_time: 0.011, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8297, loss_cls: 1.4951, loss: 1.4951, grad_norm: 7.2200 2020-08-07 09:00:41,260 - mmaction - INFO - Epoch [232][1780/3757] lr: 2.335e-03, eta: 21:36:15, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8164, loss_cls: 1.6111, loss: 1.6111, grad_norm: 7.5384 2020-08-07 09:00:57,033 - mmaction - INFO - Epoch [232][1800/3757] lr: 2.335e-03, eta: 21:35:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8227, loss_cls: 1.5931, loss: 1.5931, grad_norm: 7.6557 2020-08-07 09:01:12,849 - mmaction - INFO - Epoch [232][1820/3757] lr: 2.335e-03, eta: 21:35:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8313, loss_cls: 1.5935, loss: 1.5935, grad_norm: 7.6065 2020-08-07 09:01:28,669 - mmaction - INFO - Epoch [232][1840/3757] lr: 2.335e-03, eta: 21:35:24, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8352, loss_cls: 1.5329, loss: 1.5329, grad_norm: 7.3525 2020-08-07 09:01:44,414 - mmaction - INFO - Epoch [232][1860/3757] lr: 2.335e-03, eta: 21:35:07, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8156, loss_cls: 1.6659, loss: 1.6659, grad_norm: 7.7507 2020-08-07 09:02:00,252 - mmaction - INFO - Epoch [232][1880/3757] lr: 2.335e-03, eta: 21:34:50, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8398, loss_cls: 1.4696, loss: 1.4696, grad_norm: 7.2500 2020-08-07 09:02:16,188 - mmaction - INFO - Epoch [232][1900/3757] lr: 2.335e-03, eta: 21:34:32, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8164, loss_cls: 1.6153, loss: 1.6153, grad_norm: 7.5493 2020-08-07 09:02:31,864 - mmaction - INFO - Epoch [232][1920/3757] lr: 2.335e-03, eta: 21:34:15, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8141, loss_cls: 1.6001, loss: 1.6001, grad_norm: 7.5641 2020-08-07 09:02:47,712 - mmaction - INFO - Epoch [232][1940/3757] lr: 2.335e-03, eta: 21:33:58, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5984, top5_acc: 0.8063, loss_cls: 1.6799, loss: 1.6799, grad_norm: 7.6255 2020-08-07 09:03:03,531 - mmaction - INFO - Epoch [232][1960/3757] lr: 2.335e-03, eta: 21:33:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8320, loss_cls: 1.5128, loss: 1.5128, grad_norm: 7.2803 2020-08-07 09:03:19,333 - mmaction - INFO - Epoch [232][1980/3757] lr: 2.335e-03, eta: 21:33:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8273, loss_cls: 1.5390, loss: 1.5390, grad_norm: 7.0999 2020-08-07 09:03:35,128 - mmaction - INFO - Epoch [232][2000/3757] lr: 2.335e-03, eta: 21:33:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8383, loss_cls: 1.5681, loss: 1.5681, grad_norm: 7.4509 2020-08-07 09:03:50,915 - mmaction - INFO - Epoch [232][2020/3757] lr: 2.335e-03, eta: 21:32:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6008, top5_acc: 0.7969, loss_cls: 1.6730, loss: 1.6730, grad_norm: 7.5414 2020-08-07 09:04:06,741 - mmaction - INFO - Epoch [232][2040/3757] lr: 2.335e-03, eta: 21:32:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8047, loss_cls: 1.6592, loss: 1.6592, grad_norm: 7.6408 2020-08-07 09:04:22,535 - mmaction - INFO - Epoch [232][2060/3757] lr: 2.335e-03, eta: 21:32:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8305, loss_cls: 1.5199, loss: 1.5199, grad_norm: 7.1801 2020-08-07 09:04:38,251 - mmaction - INFO - Epoch [232][2080/3757] lr: 2.335e-03, eta: 21:31:58, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8344, loss_cls: 1.5393, loss: 1.5393, grad_norm: 7.2050 2020-08-07 09:04:53,986 - mmaction - INFO - Epoch [232][2100/3757] lr: 2.335e-03, eta: 21:31:41, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8016, loss_cls: 1.6993, loss: 1.6993, grad_norm: 7.5870 2020-08-07 09:05:09,708 - mmaction - INFO - Epoch [232][2120/3757] lr: 2.335e-03, eta: 21:31:24, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8438, loss_cls: 1.5416, loss: 1.5416, grad_norm: 7.1113 2020-08-07 09:05:25,442 - mmaction - INFO - Epoch [232][2140/3757] lr: 2.335e-03, eta: 21:31:07, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8102, loss_cls: 1.6356, loss: 1.6356, grad_norm: 7.5654 2020-08-07 09:05:41,211 - mmaction - INFO - Epoch [232][2160/3757] lr: 2.335e-03, eta: 21:30:50, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8352, loss_cls: 1.5311, loss: 1.5311, grad_norm: 7.4399 2020-08-07 09:05:57,066 - mmaction - INFO - Epoch [232][2180/3757] lr: 2.335e-03, eta: 21:30:32, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8063, loss_cls: 1.6020, loss: 1.6020, grad_norm: 7.3191 2020-08-07 09:06:12,940 - mmaction - INFO - Epoch [232][2200/3757] lr: 2.335e-03, eta: 21:30:15, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8250, loss_cls: 1.5475, loss: 1.5475, grad_norm: 7.3322 2020-08-07 09:06:28,774 - mmaction - INFO - Epoch [232][2220/3757] lr: 2.335e-03, eta: 21:29:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8266, loss_cls: 1.5515, loss: 1.5515, grad_norm: 7.4878 2020-08-07 09:06:44,553 - mmaction - INFO - Epoch [232][2240/3757] lr: 2.335e-03, eta: 21:29:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8180, loss_cls: 1.6241, loss: 1.6241, grad_norm: 7.6068 2020-08-07 09:07:00,439 - mmaction - INFO - Epoch [232][2260/3757] lr: 2.335e-03, eta: 21:29:24, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8430, loss_cls: 1.5014, loss: 1.5014, grad_norm: 7.3549 2020-08-07 09:07:16,231 - mmaction - INFO - Epoch [232][2280/3757] lr: 2.335e-03, eta: 21:29:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8281, loss_cls: 1.5697, loss: 1.5697, grad_norm: 7.3940 2020-08-07 09:07:32,047 - mmaction - INFO - Epoch [232][2300/3757] lr: 2.335e-03, eta: 21:28:50, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6374, loss: 1.6374, grad_norm: 7.6262 2020-08-07 09:07:47,801 - mmaction - INFO - Epoch [232][2320/3757] lr: 2.335e-03, eta: 21:28:33, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8148, loss_cls: 1.6154, loss: 1.6154, grad_norm: 7.5469 2020-08-07 09:08:03,601 - mmaction - INFO - Epoch [232][2340/3757] lr: 2.335e-03, eta: 21:28:15, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8078, loss_cls: 1.6797, loss: 1.6797, grad_norm: 7.4703 2020-08-07 09:08:19,490 - mmaction - INFO - Epoch [232][2360/3757] lr: 2.335e-03, eta: 21:27:58, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8102, loss_cls: 1.6557, loss: 1.6557, grad_norm: 7.4613 2020-08-07 09:08:35,303 - mmaction - INFO - Epoch [232][2380/3757] lr: 2.335e-03, eta: 21:27:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8094, loss_cls: 1.6029, loss: 1.6029, grad_norm: 7.2554 2020-08-07 09:08:51,054 - mmaction - INFO - Epoch [232][2400/3757] lr: 2.335e-03, eta: 21:27:24, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8125, loss_cls: 1.6089, loss: 1.6089, grad_norm: 7.4573 2020-08-07 09:09:06,861 - mmaction - INFO - Epoch [232][2420/3757] lr: 2.335e-03, eta: 21:27:07, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8258, loss_cls: 1.5485, loss: 1.5485, grad_norm: 7.5694 2020-08-07 09:09:22,705 - mmaction - INFO - Epoch [232][2440/3757] lr: 2.335e-03, eta: 21:26:50, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8297, loss_cls: 1.6019, loss: 1.6019, grad_norm: 7.3214 2020-08-07 09:09:38,427 - mmaction - INFO - Epoch [232][2460/3757] lr: 2.335e-03, eta: 21:26:33, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8164, loss_cls: 1.6263, loss: 1.6263, grad_norm: 7.3993 2020-08-07 09:09:54,247 - mmaction - INFO - Epoch [232][2480/3757] lr: 2.335e-03, eta: 21:26:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8125, loss_cls: 1.6175, loss: 1.6175, grad_norm: 7.4565 2020-08-07 09:10:10,033 - mmaction - INFO - Epoch [232][2500/3757] lr: 2.335e-03, eta: 21:25:58, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8242, loss_cls: 1.6309, loss: 1.6309, grad_norm: 7.6151 2020-08-07 09:10:25,832 - mmaction - INFO - Epoch [232][2520/3757] lr: 2.335e-03, eta: 21:25:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8250, loss_cls: 1.5906, loss: 1.5906, grad_norm: 7.5085 2020-08-07 09:10:41,607 - mmaction - INFO - Epoch [232][2540/3757] lr: 2.335e-03, eta: 21:25:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.5313, loss: 1.5313, grad_norm: 7.3029 2020-08-07 09:10:57,329 - mmaction - INFO - Epoch [232][2560/3757] lr: 2.335e-03, eta: 21:25:07, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6542, loss: 1.6542, grad_norm: 7.6010 2020-08-07 09:11:13,119 - mmaction - INFO - Epoch [232][2580/3757] lr: 2.335e-03, eta: 21:24:50, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8156, loss_cls: 1.6727, loss: 1.6727, grad_norm: 7.6476 2020-08-07 09:11:28,915 - mmaction - INFO - Epoch [232][2600/3757] lr: 2.335e-03, eta: 21:24:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8203, loss_cls: 1.5844, loss: 1.5844, grad_norm: 7.3689 2020-08-07 09:11:44,743 - mmaction - INFO - Epoch [232][2620/3757] lr: 2.335e-03, eta: 21:24:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8336, loss_cls: 1.5340, loss: 1.5340, grad_norm: 7.5003 2020-08-07 09:12:00,525 - mmaction - INFO - Epoch [232][2640/3757] lr: 2.335e-03, eta: 21:23:58, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8344, loss_cls: 1.5929, loss: 1.5929, grad_norm: 7.1665 2020-08-07 09:12:16,316 - mmaction - INFO - Epoch [232][2660/3757] lr: 2.335e-03, eta: 21:23:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8234, loss_cls: 1.6184, loss: 1.6184, grad_norm: 7.6021 2020-08-07 09:12:32,171 - mmaction - INFO - Epoch [232][2680/3757] lr: 2.335e-03, eta: 21:23:24, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8273, loss_cls: 1.6461, loss: 1.6461, grad_norm: 7.5167 2020-08-07 09:12:47,941 - mmaction - INFO - Epoch [232][2700/3757] lr: 2.335e-03, eta: 21:23:07, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8102, loss_cls: 1.6112, loss: 1.6112, grad_norm: 7.3201 2020-08-07 09:13:03,800 - mmaction - INFO - Epoch [232][2720/3757] lr: 2.335e-03, eta: 21:22:50, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.7922, loss_cls: 1.7083, loss: 1.7083, grad_norm: 7.3815 2020-08-07 09:13:19,695 - mmaction - INFO - Epoch [232][2740/3757] lr: 2.335e-03, eta: 21:22:33, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8164, loss_cls: 1.6010, loss: 1.6010, grad_norm: 7.2991 2020-08-07 09:13:35,363 - mmaction - INFO - Epoch [232][2760/3757] lr: 2.335e-03, eta: 21:22:16, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8156, loss_cls: 1.6264, loss: 1.6264, grad_norm: 7.4388 2020-08-07 09:13:51,117 - mmaction - INFO - Epoch [232][2780/3757] lr: 2.335e-03, eta: 21:21:58, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8359, loss_cls: 1.4592, loss: 1.4592, grad_norm: 7.1158 2020-08-07 09:14:06,953 - mmaction - INFO - Epoch [232][2800/3757] lr: 2.335e-03, eta: 21:21:41, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8336, loss_cls: 1.5250, loss: 1.5250, grad_norm: 7.4290 2020-08-07 09:14:22,768 - mmaction - INFO - Epoch [232][2820/3757] lr: 2.335e-03, eta: 21:21:24, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8187, loss_cls: 1.6028, loss: 1.6028, grad_norm: 7.3890 2020-08-07 09:14:38,469 - mmaction - INFO - Epoch [232][2840/3757] lr: 2.335e-03, eta: 21:21:07, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8211, loss_cls: 1.5766, loss: 1.5766, grad_norm: 7.3821 2020-08-07 09:14:54,302 - mmaction - INFO - Epoch [232][2860/3757] lr: 2.335e-03, eta: 21:20:50, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8164, loss_cls: 1.6233, loss: 1.6233, grad_norm: 7.4590 2020-08-07 09:15:10,168 - mmaction - INFO - Epoch [232][2880/3757] lr: 2.335e-03, eta: 21:20:33, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8125, loss_cls: 1.6342, loss: 1.6342, grad_norm: 7.4892 2020-08-07 09:15:25,908 - mmaction - INFO - Epoch [232][2900/3757] lr: 2.335e-03, eta: 21:20:16, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8320, loss_cls: 1.6073, loss: 1.6073, grad_norm: 7.5851 2020-08-07 09:15:41,728 - mmaction - INFO - Epoch [232][2920/3757] lr: 2.335e-03, eta: 21:19:59, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8227, loss_cls: 1.6149, loss: 1.6149, grad_norm: 7.4467 2020-08-07 09:15:57,549 - mmaction - INFO - Epoch [232][2940/3757] lr: 2.335e-03, eta: 21:19:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8117, loss_cls: 1.6518, loss: 1.6518, grad_norm: 7.3492 2020-08-07 09:16:13,331 - mmaction - INFO - Epoch [232][2960/3757] lr: 2.335e-03, eta: 21:19:24, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8289, loss_cls: 1.5249, loss: 1.5249, grad_norm: 7.2093 2020-08-07 09:16:29,087 - mmaction - INFO - Epoch [232][2980/3757] lr: 2.335e-03, eta: 21:19:07, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8281, loss_cls: 1.5642, loss: 1.5642, grad_norm: 7.6713 2020-08-07 09:16:45,013 - mmaction - INFO - Epoch [232][3000/3757] lr: 2.335e-03, eta: 21:18:50, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8297, loss_cls: 1.5039, loss: 1.5039, grad_norm: 7.4622 2020-08-07 09:17:00,814 - mmaction - INFO - Epoch [232][3020/3757] lr: 2.335e-03, eta: 21:18:33, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8117, loss_cls: 1.6352, loss: 1.6352, grad_norm: 7.5640 2020-08-07 09:17:16,586 - mmaction - INFO - Epoch [232][3040/3757] lr: 2.335e-03, eta: 21:18:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.5554, loss: 1.5554, grad_norm: 7.3234 2020-08-07 09:17:32,462 - mmaction - INFO - Epoch [232][3060/3757] lr: 2.335e-03, eta: 21:17:59, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6228, loss: 1.6228, grad_norm: 7.7129 2020-08-07 09:17:48,290 - mmaction - INFO - Epoch [232][3080/3757] lr: 2.335e-03, eta: 21:17:42, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8477, loss_cls: 1.4717, loss: 1.4717, grad_norm: 7.3360 2020-08-07 09:18:04,102 - mmaction - INFO - Epoch [232][3100/3757] lr: 2.335e-03, eta: 21:17:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8180, loss_cls: 1.5488, loss: 1.5488, grad_norm: 7.2517 2020-08-07 09:18:19,948 - mmaction - INFO - Epoch [232][3120/3757] lr: 2.335e-03, eta: 21:17:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8164, loss_cls: 1.6333, loss: 1.6333, grad_norm: 7.2824 2020-08-07 09:18:35,745 - mmaction - INFO - Epoch [232][3140/3757] lr: 2.335e-03, eta: 21:16:50, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8297, loss_cls: 1.5867, loss: 1.5867, grad_norm: 7.4321 2020-08-07 09:18:51,561 - mmaction - INFO - Epoch [232][3160/3757] lr: 2.335e-03, eta: 21:16:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8227, loss_cls: 1.5833, loss: 1.5833, grad_norm: 7.6238 2020-08-07 09:19:07,383 - mmaction - INFO - Epoch [232][3180/3757] lr: 2.335e-03, eta: 21:16:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8172, loss_cls: 1.6325, loss: 1.6325, grad_norm: 7.7370 2020-08-07 09:19:23,185 - mmaction - INFO - Epoch [232][3200/3757] lr: 2.335e-03, eta: 21:15:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8164, loss_cls: 1.6237, loss: 1.6237, grad_norm: 7.4802 2020-08-07 09:19:38,960 - mmaction - INFO - Epoch [232][3220/3757] lr: 2.335e-03, eta: 21:15:42, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8211, loss_cls: 1.6876, loss: 1.6876, grad_norm: 7.6688 2020-08-07 09:19:54,708 - mmaction - INFO - Epoch [232][3240/3757] lr: 2.335e-03, eta: 21:15:25, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8047, loss_cls: 1.6671, loss: 1.6671, grad_norm: 7.4436 2020-08-07 09:20:10,432 - mmaction - INFO - Epoch [232][3260/3757] lr: 2.335e-03, eta: 21:15:07, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8242, loss_cls: 1.5458, loss: 1.5458, grad_norm: 7.2405 2020-08-07 09:20:26,234 - mmaction - INFO - Epoch [232][3280/3757] lr: 2.335e-03, eta: 21:14:50, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8109, loss_cls: 1.6408, loss: 1.6408, grad_norm: 7.4759 2020-08-07 09:20:42,243 - mmaction - INFO - Epoch [232][3300/3757] lr: 2.335e-03, eta: 21:14:33, time: 0.801, data_time: 0.015, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8242, loss_cls: 1.5661, loss: 1.5661, grad_norm: 7.3855 2020-08-07 09:20:58,072 - mmaction - INFO - Epoch [232][3320/3757] lr: 2.335e-03, eta: 21:14:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8180, loss_cls: 1.5884, loss: 1.5884, grad_norm: 7.5267 2020-08-07 09:21:13,981 - mmaction - INFO - Epoch [232][3340/3757] lr: 2.335e-03, eta: 21:13:59, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8422, loss_cls: 1.5216, loss: 1.5216, grad_norm: 7.4902 2020-08-07 09:21:29,839 - mmaction - INFO - Epoch [232][3360/3757] lr: 2.335e-03, eta: 21:13:42, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8320, loss_cls: 1.5121, loss: 1.5121, grad_norm: 7.0298 2020-08-07 09:21:45,630 - mmaction - INFO - Epoch [232][3380/3757] lr: 2.335e-03, eta: 21:13:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8258, loss_cls: 1.5905, loss: 1.5905, grad_norm: 7.2018 2020-08-07 09:22:02,080 - mmaction - INFO - Epoch [232][3400/3757] lr: 2.335e-03, eta: 21:13:08, time: 0.822, data_time: 0.003, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8313, loss_cls: 1.5346, loss: 1.5346, grad_norm: 7.1030 2020-08-07 09:22:18,934 - mmaction - INFO - Epoch [232][3420/3757] lr: 2.335e-03, eta: 21:12:51, time: 0.843, data_time: 0.001, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8234, loss_cls: 1.5811, loss: 1.5811, grad_norm: 7.4673 2020-08-07 09:22:34,684 - mmaction - INFO - Epoch [232][3440/3757] lr: 2.335e-03, eta: 21:12:34, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8094, loss_cls: 1.6534, loss: 1.6534, grad_norm: 7.8025 2020-08-07 09:22:50,454 - mmaction - INFO - Epoch [232][3460/3757] lr: 2.335e-03, eta: 21:12:17, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8141, loss_cls: 1.5351, loss: 1.5351, grad_norm: 7.4296 2020-08-07 09:23:06,230 - mmaction - INFO - Epoch [232][3480/3757] lr: 2.335e-03, eta: 21:11:59, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8391, loss_cls: 1.5446, loss: 1.5446, grad_norm: 7.3945 2020-08-07 09:23:22,219 - mmaction - INFO - Epoch [232][3500/3757] lr: 2.335e-03, eta: 21:11:42, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8141, loss_cls: 1.6331, loss: 1.6331, grad_norm: 7.6495 2020-08-07 09:23:43,236 - mmaction - INFO - Epoch [232][3520/3757] lr: 2.335e-03, eta: 21:11:26, time: 1.050, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8070, loss_cls: 1.5989, loss: 1.5989, grad_norm: 7.4598 2020-08-07 09:23:59,129 - mmaction - INFO - Epoch [232][3540/3757] lr: 2.335e-03, eta: 21:11:09, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8273, loss_cls: 1.5320, loss: 1.5320, grad_norm: 7.1004 2020-08-07 09:24:15,023 - mmaction - INFO - Epoch [232][3560/3757] lr: 2.335e-03, eta: 21:10:52, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8070, loss_cls: 1.6796, loss: 1.6796, grad_norm: 7.5674 2020-08-07 09:24:31,373 - mmaction - INFO - Epoch [232][3580/3757] lr: 2.335e-03, eta: 21:10:35, time: 0.818, data_time: 0.004, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8297, loss_cls: 1.5373, loss: 1.5373, grad_norm: 7.0699 2020-08-07 09:24:48,332 - mmaction - INFO - Epoch [232][3600/3757] lr: 2.335e-03, eta: 21:10:18, time: 0.848, data_time: 0.003, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8406, loss_cls: 1.4963, loss: 1.4963, grad_norm: 7.0479 2020-08-07 09:25:04,231 - mmaction - INFO - Epoch [232][3620/3757] lr: 2.335e-03, eta: 21:10:01, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.5969, top5_acc: 0.8109, loss_cls: 1.6891, loss: 1.6891, grad_norm: 7.8379 2020-08-07 09:25:20,715 - mmaction - INFO - Epoch [232][3640/3757] lr: 2.335e-03, eta: 21:09:44, time: 0.824, data_time: 0.001, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8391, loss_cls: 1.5494, loss: 1.5494, grad_norm: 7.5225 2020-08-07 09:25:36,560 - mmaction - INFO - Epoch [232][3660/3757] lr: 2.335e-03, eta: 21:09:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8016, loss_cls: 1.6763, loss: 1.6763, grad_norm: 7.5231 2020-08-07 09:25:52,397 - mmaction - INFO - Epoch [232][3680/3757] lr: 2.335e-03, eta: 21:09:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8336, loss_cls: 1.5502, loss: 1.5502, grad_norm: 7.4565 2020-08-07 09:26:08,217 - mmaction - INFO - Epoch [232][3700/3757] lr: 2.335e-03, eta: 21:08:53, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8187, loss_cls: 1.6429, loss: 1.6429, grad_norm: 7.6401 2020-08-07 09:26:24,035 - mmaction - INFO - Epoch [232][3720/3757] lr: 2.335e-03, eta: 21:08:36, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8266, loss_cls: 1.5948, loss: 1.5948, grad_norm: 7.2953 2020-08-07 09:26:40,024 - mmaction - INFO - Epoch [232][3740/3757] lr: 2.335e-03, eta: 21:08:19, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8187, loss_cls: 1.6237, loss: 1.6237, grad_norm: 7.6512 2020-08-07 09:26:58,997 - mmaction - INFO - Saving checkpoint at 232 epochs 2020-08-07 09:29:36,740 - mmaction - INFO - Epoch [233][20/3757] lr: 2.153e-03, eta: 21:08:16, time: 7.818, data_time: 6.996, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8430, loss_cls: 1.4900, loss: 1.4900, grad_norm: 7.2727 2020-08-07 09:29:52,455 - mmaction - INFO - Epoch [233][40/3757] lr: 2.153e-03, eta: 21:07:59, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8289, loss_cls: 1.5807, loss: 1.5807, grad_norm: 7.5466 2020-08-07 09:30:08,275 - mmaction - INFO - Epoch [233][60/3757] lr: 2.153e-03, eta: 21:07:42, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8289, loss_cls: 1.5699, loss: 1.5699, grad_norm: 7.4491 2020-08-07 09:30:24,092 - mmaction - INFO - Epoch [233][80/3757] lr: 2.153e-03, eta: 21:07:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8250, loss_cls: 1.5564, loss: 1.5564, grad_norm: 7.5000 2020-08-07 09:30:39,914 - mmaction - INFO - Epoch [233][100/3757] lr: 2.153e-03, eta: 21:07:08, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8445, loss_cls: 1.5548, loss: 1.5548, grad_norm: 7.4003 2020-08-07 09:30:55,772 - mmaction - INFO - Epoch [233][120/3757] lr: 2.153e-03, eta: 21:06:51, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8234, loss_cls: 1.5173, loss: 1.5173, grad_norm: 7.4069 2020-08-07 09:31:11,615 - mmaction - INFO - Epoch [233][140/3757] lr: 2.153e-03, eta: 21:06:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8313, loss_cls: 1.6125, loss: 1.6125, grad_norm: 7.4715 2020-08-07 09:31:27,508 - mmaction - INFO - Epoch [233][160/3757] lr: 2.153e-03, eta: 21:06:17, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8219, loss_cls: 1.5744, loss: 1.5744, grad_norm: 7.4692 2020-08-07 09:31:43,309 - mmaction - INFO - Epoch [233][180/3757] lr: 2.153e-03, eta: 21:05:59, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8359, loss_cls: 1.5487, loss: 1.5487, grad_norm: 7.0674 2020-08-07 09:31:59,202 - mmaction - INFO - Epoch [233][200/3757] lr: 2.153e-03, eta: 21:05:42, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8156, loss_cls: 1.5854, loss: 1.5854, grad_norm: 7.3659 2020-08-07 09:32:14,877 - mmaction - INFO - Epoch [233][220/3757] lr: 2.153e-03, eta: 21:05:25, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8273, loss_cls: 1.5950, loss: 1.5950, grad_norm: 7.3337 2020-08-07 09:32:30,733 - mmaction - INFO - Epoch [233][240/3757] lr: 2.153e-03, eta: 21:05:08, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8195, loss_cls: 1.6261, loss: 1.6261, grad_norm: 7.4569 2020-08-07 09:32:46,583 - mmaction - INFO - Epoch [233][260/3757] lr: 2.153e-03, eta: 21:04:51, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8422, loss_cls: 1.5099, loss: 1.5099, grad_norm: 7.3114 2020-08-07 09:33:02,356 - mmaction - INFO - Epoch [233][280/3757] lr: 2.153e-03, eta: 21:04:34, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8172, loss_cls: 1.6335, loss: 1.6335, grad_norm: 7.5414 2020-08-07 09:33:18,149 - mmaction - INFO - Epoch [233][300/3757] lr: 2.153e-03, eta: 21:04:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8391, loss_cls: 1.4967, loss: 1.4967, grad_norm: 7.3197 2020-08-07 09:33:33,952 - mmaction - INFO - Epoch [233][320/3757] lr: 2.153e-03, eta: 21:04:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8414, loss_cls: 1.4984, loss: 1.4984, grad_norm: 7.3748 2020-08-07 09:33:49,762 - mmaction - INFO - Epoch [233][340/3757] lr: 2.153e-03, eta: 21:03:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8250, loss_cls: 1.5575, loss: 1.5575, grad_norm: 7.3990 2020-08-07 09:34:05,569 - mmaction - INFO - Epoch [233][360/3757] lr: 2.153e-03, eta: 21:03:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8258, loss_cls: 1.6078, loss: 1.6078, grad_norm: 7.6763 2020-08-07 09:34:21,333 - mmaction - INFO - Epoch [233][380/3757] lr: 2.153e-03, eta: 21:03:08, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5440, loss: 1.5440, grad_norm: 7.3215 2020-08-07 09:34:37,130 - mmaction - INFO - Epoch [233][400/3757] lr: 2.153e-03, eta: 21:02:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8297, loss_cls: 1.5319, loss: 1.5319, grad_norm: 7.2166 2020-08-07 09:34:52,896 - mmaction - INFO - Epoch [233][420/3757] lr: 2.153e-03, eta: 21:02:34, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8219, loss_cls: 1.5655, loss: 1.5655, grad_norm: 7.2606 2020-08-07 09:35:08,684 - mmaction - INFO - Epoch [233][440/3757] lr: 2.153e-03, eta: 21:02:17, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.5922, loss: 1.5922, grad_norm: 7.3357 2020-08-07 09:35:24,475 - mmaction - INFO - Epoch [233][460/3757] lr: 2.153e-03, eta: 21:02:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8250, loss_cls: 1.5219, loss: 1.5219, grad_norm: 7.3420 2020-08-07 09:35:40,336 - mmaction - INFO - Epoch [233][480/3757] lr: 2.153e-03, eta: 21:01:42, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8398, loss_cls: 1.5001, loss: 1.5001, grad_norm: 7.3267 2020-08-07 09:35:56,096 - mmaction - INFO - Epoch [233][500/3757] lr: 2.153e-03, eta: 21:01:25, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8086, loss_cls: 1.6223, loss: 1.6223, grad_norm: 7.5378 2020-08-07 09:36:11,882 - mmaction - INFO - Epoch [233][520/3757] lr: 2.153e-03, eta: 21:01:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8313, loss_cls: 1.5255, loss: 1.5255, grad_norm: 7.0906 2020-08-07 09:36:27,709 - mmaction - INFO - Epoch [233][540/3757] lr: 2.153e-03, eta: 21:00:51, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8367, loss_cls: 1.5512, loss: 1.5512, grad_norm: 7.1497 2020-08-07 09:36:43,571 - mmaction - INFO - Epoch [233][560/3757] lr: 2.153e-03, eta: 21:00:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8211, loss_cls: 1.5826, loss: 1.5826, grad_norm: 7.2803 2020-08-07 09:36:59,360 - mmaction - INFO - Epoch [233][580/3757] lr: 2.153e-03, eta: 21:00:17, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8273, loss_cls: 1.5877, loss: 1.5877, grad_norm: 7.3806 2020-08-07 09:37:15,173 - mmaction - INFO - Epoch [233][600/3757] lr: 2.153e-03, eta: 21:00:00, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8352, loss_cls: 1.5591, loss: 1.5591, grad_norm: 7.5707 2020-08-07 09:37:30,991 - mmaction - INFO - Epoch [233][620/3757] lr: 2.153e-03, eta: 20:59:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8078, loss_cls: 1.6551, loss: 1.6551, grad_norm: 7.3685 2020-08-07 09:37:46,823 - mmaction - INFO - Epoch [233][640/3757] lr: 2.153e-03, eta: 20:59:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8102, loss_cls: 1.5934, loss: 1.5934, grad_norm: 7.2944 2020-08-07 09:38:02,620 - mmaction - INFO - Epoch [233][660/3757] lr: 2.153e-03, eta: 20:59:08, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8203, loss_cls: 1.5828, loss: 1.5828, grad_norm: 7.2123 2020-08-07 09:38:18,407 - mmaction - INFO - Epoch [233][680/3757] lr: 2.153e-03, eta: 20:58:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8320, loss_cls: 1.5557, loss: 1.5557, grad_norm: 7.3805 2020-08-07 09:38:34,227 - mmaction - INFO - Epoch [233][700/3757] lr: 2.153e-03, eta: 20:58:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8273, loss_cls: 1.5807, loss: 1.5807, grad_norm: 7.5116 2020-08-07 09:38:50,013 - mmaction - INFO - Epoch [233][720/3757] lr: 2.153e-03, eta: 20:58:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8336, loss_cls: 1.5339, loss: 1.5339, grad_norm: 7.4831 2020-08-07 09:39:05,787 - mmaction - INFO - Epoch [233][740/3757] lr: 2.153e-03, eta: 20:58:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8187, loss_cls: 1.5996, loss: 1.5996, grad_norm: 7.3551 2020-08-07 09:39:21,630 - mmaction - INFO - Epoch [233][760/3757] lr: 2.153e-03, eta: 20:57:43, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8203, loss_cls: 1.5459, loss: 1.5459, grad_norm: 7.1978 2020-08-07 09:39:37,476 - mmaction - INFO - Epoch [233][780/3757] lr: 2.153e-03, eta: 20:57:26, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8273, loss_cls: 1.5720, loss: 1.5720, grad_norm: 7.4035 2020-08-07 09:39:53,239 - mmaction - INFO - Epoch [233][800/3757] lr: 2.153e-03, eta: 20:57:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8359, loss_cls: 1.5572, loss: 1.5572, grad_norm: 7.5642 2020-08-07 09:40:09,088 - mmaction - INFO - Epoch [233][820/3757] lr: 2.153e-03, eta: 20:56:51, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8430, loss_cls: 1.4725, loss: 1.4725, grad_norm: 7.2346 2020-08-07 09:40:24,834 - mmaction - INFO - Epoch [233][840/3757] lr: 2.153e-03, eta: 20:56:34, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.5945, top5_acc: 0.8180, loss_cls: 1.6621, loss: 1.6621, grad_norm: 7.8148 2020-08-07 09:40:40,627 - mmaction - INFO - Epoch [233][860/3757] lr: 2.153e-03, eta: 20:56:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8320, loss_cls: 1.5507, loss: 1.5507, grad_norm: 7.6565 2020-08-07 09:40:56,427 - mmaction - INFO - Epoch [233][880/3757] lr: 2.153e-03, eta: 20:56:00, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8398, loss_cls: 1.4879, loss: 1.4879, grad_norm: 7.3148 2020-08-07 09:41:12,192 - mmaction - INFO - Epoch [233][900/3757] lr: 2.153e-03, eta: 20:55:43, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8273, loss_cls: 1.5755, loss: 1.5755, grad_norm: 7.5537 2020-08-07 09:41:28,053 - mmaction - INFO - Epoch [233][920/3757] lr: 2.153e-03, eta: 20:55:26, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8477, loss_cls: 1.4675, loss: 1.4675, grad_norm: 7.3008 2020-08-07 09:41:43,915 - mmaction - INFO - Epoch [233][940/3757] lr: 2.153e-03, eta: 20:55:09, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8125, loss_cls: 1.6132, loss: 1.6132, grad_norm: 7.4670 2020-08-07 09:42:00,815 - mmaction - INFO - Epoch [233][960/3757] lr: 2.153e-03, eta: 20:54:52, time: 0.845, data_time: 0.003, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8266, loss_cls: 1.5463, loss: 1.5463, grad_norm: 7.3261 2020-08-07 09:42:16,588 - mmaction - INFO - Epoch [233][980/3757] lr: 2.153e-03, eta: 20:54:35, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8305, loss_cls: 1.5535, loss: 1.5535, grad_norm: 7.6106 2020-08-07 09:42:33,027 - mmaction - INFO - Epoch [233][1000/3757] lr: 2.153e-03, eta: 20:54:18, time: 0.822, data_time: 0.005, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8086, loss_cls: 1.6526, loss: 1.6526, grad_norm: 7.6650 2020-08-07 09:42:48,838 - mmaction - INFO - Epoch [233][1020/3757] lr: 2.153e-03, eta: 20:54:00, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8180, loss_cls: 1.5579, loss: 1.5579, grad_norm: 7.1570 2020-08-07 09:43:04,627 - mmaction - INFO - Epoch [233][1040/3757] lr: 2.153e-03, eta: 20:53:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8398, loss_cls: 1.6118, loss: 1.6118, grad_norm: 7.4425 2020-08-07 09:43:20,423 - mmaction - INFO - Epoch [233][1060/3757] lr: 2.153e-03, eta: 20:53:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8234, loss_cls: 1.5837, loss: 1.5837, grad_norm: 7.4092 2020-08-07 09:43:36,242 - mmaction - INFO - Epoch [233][1080/3757] lr: 2.153e-03, eta: 20:53:09, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8328, loss_cls: 1.5849, loss: 1.5849, grad_norm: 7.4532 2020-08-07 09:43:52,052 - mmaction - INFO - Epoch [233][1100/3757] lr: 2.153e-03, eta: 20:52:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8336, loss_cls: 1.5987, loss: 1.5987, grad_norm: 7.6948 2020-08-07 09:44:07,974 - mmaction - INFO - Epoch [233][1120/3757] lr: 2.153e-03, eta: 20:52:35, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8125, loss_cls: 1.6059, loss: 1.6059, grad_norm: 7.4268 2020-08-07 09:44:24,553 - mmaction - INFO - Epoch [233][1140/3757] lr: 2.153e-03, eta: 20:52:18, time: 0.827, data_time: 0.003, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8141, loss_cls: 1.5966, loss: 1.5966, grad_norm: 7.3739 2020-08-07 09:44:40,441 - mmaction - INFO - Epoch [233][1160/3757] lr: 2.153e-03, eta: 20:52:01, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8406, loss_cls: 1.5112, loss: 1.5112, grad_norm: 7.3854 2020-08-07 09:44:56,337 - mmaction - INFO - Epoch [233][1180/3757] lr: 2.153e-03, eta: 20:51:44, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8266, loss_cls: 1.5310, loss: 1.5310, grad_norm: 7.3159 2020-08-07 09:45:12,201 - mmaction - INFO - Epoch [233][1200/3757] lr: 2.153e-03, eta: 20:51:27, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8281, loss_cls: 1.5781, loss: 1.5781, grad_norm: 7.6186 2020-08-07 09:45:28,090 - mmaction - INFO - Epoch [233][1220/3757] lr: 2.153e-03, eta: 20:51:09, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8281, loss_cls: 1.5366, loss: 1.5366, grad_norm: 7.5653 2020-08-07 09:45:43,907 - mmaction - INFO - Epoch [233][1240/3757] lr: 2.153e-03, eta: 20:50:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8305, loss_cls: 1.5598, loss: 1.5598, grad_norm: 7.5580 2020-08-07 09:45:59,669 - mmaction - INFO - Epoch [233][1260/3757] lr: 2.153e-03, eta: 20:50:35, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8477, loss_cls: 1.4967, loss: 1.4967, grad_norm: 7.3242 2020-08-07 09:46:16,625 - mmaction - INFO - Epoch [233][1280/3757] lr: 2.153e-03, eta: 20:50:18, time: 0.848, data_time: 0.003, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8352, loss_cls: 1.5017, loss: 1.5017, grad_norm: 7.3600 2020-08-07 09:46:32,606 - mmaction - INFO - Epoch [233][1300/3757] lr: 2.153e-03, eta: 20:50:01, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8094, loss_cls: 1.6383, loss: 1.6383, grad_norm: 7.5422 2020-08-07 09:46:48,356 - mmaction - INFO - Epoch [233][1320/3757] lr: 2.153e-03, eta: 20:49:44, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8383, loss_cls: 1.4814, loss: 1.4814, grad_norm: 7.3549 2020-08-07 09:47:04,945 - mmaction - INFO - Epoch [233][1340/3757] lr: 2.153e-03, eta: 20:49:27, time: 0.828, data_time: 0.004, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8391, loss_cls: 1.4778, loss: 1.4778, grad_norm: 7.3426 2020-08-07 09:47:20,721 - mmaction - INFO - Epoch [233][1360/3757] lr: 2.153e-03, eta: 20:49:10, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8109, loss_cls: 1.6653, loss: 1.6653, grad_norm: 7.7398 2020-08-07 09:47:36,488 - mmaction - INFO - Epoch [233][1380/3757] lr: 2.153e-03, eta: 20:48:53, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8086, loss_cls: 1.6385, loss: 1.6385, grad_norm: 7.6350 2020-08-07 09:47:52,355 - mmaction - INFO - Epoch [233][1400/3757] lr: 2.153e-03, eta: 20:48:36, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8008, loss_cls: 1.6916, loss: 1.6916, grad_norm: 7.8036 2020-08-07 09:48:08,170 - mmaction - INFO - Epoch [233][1420/3757] lr: 2.153e-03, eta: 20:48:19, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8375, loss_cls: 1.4849, loss: 1.4849, grad_norm: 7.3664 2020-08-07 09:48:24,043 - mmaction - INFO - Epoch [233][1440/3757] lr: 2.153e-03, eta: 20:48:02, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8172, loss_cls: 1.6157, loss: 1.6157, grad_norm: 7.6737 2020-08-07 09:48:39,850 - mmaction - INFO - Epoch [233][1460/3757] lr: 2.153e-03, eta: 20:47:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8352, loss_cls: 1.5268, loss: 1.5268, grad_norm: 7.2917 2020-08-07 09:48:55,562 - mmaction - INFO - Epoch [233][1480/3757] lr: 2.153e-03, eta: 20:47:27, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8203, loss_cls: 1.6078, loss: 1.6078, grad_norm: 7.6557 2020-08-07 09:49:11,331 - mmaction - INFO - Epoch [233][1500/3757] lr: 2.153e-03, eta: 20:47:10, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8227, loss_cls: 1.6028, loss: 1.6028, grad_norm: 7.4587 2020-08-07 09:49:27,150 - mmaction - INFO - Epoch [233][1520/3757] lr: 2.153e-03, eta: 20:46:53, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8156, loss_cls: 1.6273, loss: 1.6273, grad_norm: 7.4314 2020-08-07 09:49:42,953 - mmaction - INFO - Epoch [233][1540/3757] lr: 2.153e-03, eta: 20:46:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8320, loss_cls: 1.5379, loss: 1.5379, grad_norm: 7.4373 2020-08-07 09:49:58,835 - mmaction - INFO - Epoch [233][1560/3757] lr: 2.153e-03, eta: 20:46:19, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8430, loss_cls: 1.4964, loss: 1.4964, grad_norm: 7.2970 2020-08-07 09:50:14,637 - mmaction - INFO - Epoch [233][1580/3757] lr: 2.153e-03, eta: 20:46:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8305, loss_cls: 1.5401, loss: 1.5401, grad_norm: 7.5184 2020-08-07 09:50:30,461 - mmaction - INFO - Epoch [233][1600/3757] lr: 2.153e-03, eta: 20:45:45, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8187, loss_cls: 1.6419, loss: 1.6419, grad_norm: 7.8892 2020-08-07 09:50:46,303 - mmaction - INFO - Epoch [233][1620/3757] lr: 2.153e-03, eta: 20:45:28, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8273, loss_cls: 1.5606, loss: 1.5606, grad_norm: 7.5123 2020-08-07 09:51:02,137 - mmaction - INFO - Epoch [233][1640/3757] lr: 2.153e-03, eta: 20:45:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8328, loss_cls: 1.5338, loss: 1.5338, grad_norm: 7.4099 2020-08-07 09:51:22,905 - mmaction - INFO - Epoch [233][1660/3757] lr: 2.153e-03, eta: 20:44:54, time: 1.039, data_time: 0.254, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8398, loss_cls: 1.4995, loss: 1.4995, grad_norm: 7.2320 2020-08-07 09:51:38,577 - mmaction - INFO - Epoch [233][1680/3757] lr: 2.153e-03, eta: 20:44:37, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8258, loss_cls: 1.5881, loss: 1.5881, grad_norm: 7.3609 2020-08-07 09:51:54,363 - mmaction - INFO - Epoch [233][1700/3757] lr: 2.153e-03, eta: 20:44:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8297, loss_cls: 1.5653, loss: 1.5653, grad_norm: 7.5910 2020-08-07 09:52:10,157 - mmaction - INFO - Epoch [233][1720/3757] lr: 2.153e-03, eta: 20:44:03, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8148, loss_cls: 1.6015, loss: 1.6015, grad_norm: 7.5534 2020-08-07 09:52:26,013 - mmaction - INFO - Epoch [233][1740/3757] lr: 2.153e-03, eta: 20:43:46, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8328, loss_cls: 1.5313, loss: 1.5313, grad_norm: 7.3099 2020-08-07 09:52:41,823 - mmaction - INFO - Epoch [233][1760/3757] lr: 2.153e-03, eta: 20:43:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8094, loss_cls: 1.6510, loss: 1.6510, grad_norm: 7.5734 2020-08-07 09:52:57,623 - mmaction - INFO - Epoch [233][1780/3757] lr: 2.153e-03, eta: 20:43:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8187, loss_cls: 1.5691, loss: 1.5691, grad_norm: 7.4594 2020-08-07 09:53:13,489 - mmaction - INFO - Epoch [233][1800/3757] lr: 2.153e-03, eta: 20:42:55, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8336, loss_cls: 1.5358, loss: 1.5358, grad_norm: 7.3158 2020-08-07 09:53:29,313 - mmaction - INFO - Epoch [233][1820/3757] lr: 2.153e-03, eta: 20:42:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8359, loss_cls: 1.5343, loss: 1.5343, grad_norm: 7.2524 2020-08-07 09:53:45,137 - mmaction - INFO - Epoch [233][1840/3757] lr: 2.153e-03, eta: 20:42:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8148, loss_cls: 1.6318, loss: 1.6318, grad_norm: 7.6497 2020-08-07 09:54:00,927 - mmaction - INFO - Epoch [233][1860/3757] lr: 2.153e-03, eta: 20:42:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8313, loss_cls: 1.5312, loss: 1.5312, grad_norm: 7.4417 2020-08-07 09:54:16,716 - mmaction - INFO - Epoch [233][1880/3757] lr: 2.153e-03, eta: 20:41:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8133, loss_cls: 1.6093, loss: 1.6093, grad_norm: 7.5316 2020-08-07 09:54:32,464 - mmaction - INFO - Epoch [233][1900/3757] lr: 2.153e-03, eta: 20:41:29, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8273, loss_cls: 1.5806, loss: 1.5806, grad_norm: 7.3423 2020-08-07 09:54:48,318 - mmaction - INFO - Epoch [233][1920/3757] lr: 2.153e-03, eta: 20:41:12, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8289, loss_cls: 1.5065, loss: 1.5065, grad_norm: 7.2076 2020-08-07 09:55:04,108 - mmaction - INFO - Epoch [233][1940/3757] lr: 2.153e-03, eta: 20:40:55, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8148, loss_cls: 1.5801, loss: 1.5801, grad_norm: 7.4744 2020-08-07 09:55:20,674 - mmaction - INFO - Epoch [233][1960/3757] lr: 2.153e-03, eta: 20:40:38, time: 0.828, data_time: 0.044, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8211, loss_cls: 1.6187, loss: 1.6187, grad_norm: 7.6283 2020-08-07 09:55:36,571 - mmaction - INFO - Epoch [233][1980/3757] lr: 2.153e-03, eta: 20:40:21, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8398, loss_cls: 1.4932, loss: 1.4932, grad_norm: 7.4773 2020-08-07 09:55:52,354 - mmaction - INFO - Epoch [233][2000/3757] lr: 2.153e-03, eta: 20:40:04, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8305, loss_cls: 1.5274, loss: 1.5274, grad_norm: 7.1882 2020-08-07 09:56:08,137 - mmaction - INFO - Epoch [233][2020/3757] lr: 2.153e-03, eta: 20:39:46, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8234, loss_cls: 1.5752, loss: 1.5752, grad_norm: 7.6253 2020-08-07 09:56:23,945 - mmaction - INFO - Epoch [233][2040/3757] lr: 2.153e-03, eta: 20:39:29, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8289, loss_cls: 1.5139, loss: 1.5139, grad_norm: 7.4613 2020-08-07 09:56:39,694 - mmaction - INFO - Epoch [233][2060/3757] lr: 2.153e-03, eta: 20:39:12, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8336, loss_cls: 1.5001, loss: 1.5001, grad_norm: 7.2170 2020-08-07 09:56:55,436 - mmaction - INFO - Epoch [233][2080/3757] lr: 2.153e-03, eta: 20:38:55, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8477, loss_cls: 1.4809, loss: 1.4809, grad_norm: 7.4399 2020-08-07 09:57:11,216 - mmaction - INFO - Epoch [233][2100/3757] lr: 2.153e-03, eta: 20:38:38, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8242, loss_cls: 1.5667, loss: 1.5667, grad_norm: 7.5252 2020-08-07 09:57:27,014 - mmaction - INFO - Epoch [233][2120/3757] lr: 2.153e-03, eta: 20:38:21, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8109, loss_cls: 1.6454, loss: 1.6454, grad_norm: 7.9026 2020-08-07 09:57:42,797 - mmaction - INFO - Epoch [233][2140/3757] lr: 2.153e-03, eta: 20:38:04, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8398, loss_cls: 1.4958, loss: 1.4958, grad_norm: 7.3394 2020-08-07 09:57:58,583 - mmaction - INFO - Epoch [233][2160/3757] lr: 2.153e-03, eta: 20:37:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8180, loss_cls: 1.6121, loss: 1.6121, grad_norm: 7.5373 2020-08-07 09:58:14,419 - mmaction - INFO - Epoch [233][2180/3757] lr: 2.153e-03, eta: 20:37:29, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8219, loss_cls: 1.6047, loss: 1.6047, grad_norm: 7.8295 2020-08-07 09:58:30,275 - mmaction - INFO - Epoch [233][2200/3757] lr: 2.153e-03, eta: 20:37:12, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8187, loss_cls: 1.5798, loss: 1.5798, grad_norm: 7.3246 2020-08-07 09:58:46,056 - mmaction - INFO - Epoch [233][2220/3757] lr: 2.153e-03, eta: 20:36:55, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8391, loss_cls: 1.5206, loss: 1.5206, grad_norm: 7.5047 2020-08-07 09:59:01,822 - mmaction - INFO - Epoch [233][2240/3757] lr: 2.153e-03, eta: 20:36:38, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8328, loss_cls: 1.4924, loss: 1.4924, grad_norm: 7.7942 2020-08-07 09:59:17,624 - mmaction - INFO - Epoch [233][2260/3757] lr: 2.153e-03, eta: 20:36:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8211, loss_cls: 1.5965, loss: 1.5965, grad_norm: 7.7945 2020-08-07 09:59:33,395 - mmaction - INFO - Epoch [233][2280/3757] lr: 2.153e-03, eta: 20:36:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8242, loss_cls: 1.5861, loss: 1.5861, grad_norm: 7.6049 2020-08-07 09:59:49,210 - mmaction - INFO - Epoch [233][2300/3757] lr: 2.153e-03, eta: 20:35:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8375, loss_cls: 1.4547, loss: 1.4547, grad_norm: 7.2354 2020-08-07 10:00:10,345 - mmaction - INFO - Epoch [233][2320/3757] lr: 2.153e-03, eta: 20:35:31, time: 1.045, data_time: 0.004, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8117, loss_cls: 1.6054, loss: 1.6054, grad_norm: 7.4600 2020-08-07 10:00:26,155 - mmaction - INFO - Epoch [233][2340/3757] lr: 2.153e-03, eta: 20:35:14, time: 0.802, data_time: 0.015, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8320, loss_cls: 1.5471, loss: 1.5471, grad_norm: 7.4219 2020-08-07 10:00:41,986 - mmaction - INFO - Epoch [233][2360/3757] lr: 2.153e-03, eta: 20:34:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8117, loss_cls: 1.6149, loss: 1.6149, grad_norm: 7.5219 2020-08-07 10:00:57,734 - mmaction - INFO - Epoch [233][2380/3757] lr: 2.153e-03, eta: 20:34:39, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8242, loss_cls: 1.6057, loss: 1.6057, grad_norm: 7.8245 2020-08-07 10:01:13,625 - mmaction - INFO - Epoch [233][2400/3757] lr: 2.153e-03, eta: 20:34:22, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8258, loss_cls: 1.5665, loss: 1.5665, grad_norm: 7.5613 2020-08-07 10:01:29,438 - mmaction - INFO - Epoch [233][2420/3757] lr: 2.153e-03, eta: 20:34:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8320, loss_cls: 1.5401, loss: 1.5401, grad_norm: 7.4549 2020-08-07 10:01:45,190 - mmaction - INFO - Epoch [233][2440/3757] lr: 2.153e-03, eta: 20:33:48, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8219, loss_cls: 1.5447, loss: 1.5447, grad_norm: 7.3781 2020-08-07 10:02:00,933 - mmaction - INFO - Epoch [233][2460/3757] lr: 2.153e-03, eta: 20:33:31, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8250, loss_cls: 1.6114, loss: 1.6114, grad_norm: 7.6044 2020-08-07 10:02:16,707 - mmaction - INFO - Epoch [233][2480/3757] lr: 2.153e-03, eta: 20:33:14, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8242, loss_cls: 1.5856, loss: 1.5856, grad_norm: 7.6386 2020-08-07 10:02:32,571 - mmaction - INFO - Epoch [233][2500/3757] lr: 2.153e-03, eta: 20:32:57, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8273, loss_cls: 1.5226, loss: 1.5226, grad_norm: 7.1754 2020-08-07 10:02:48,395 - mmaction - INFO - Epoch [233][2520/3757] lr: 2.153e-03, eta: 20:32:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8414, loss_cls: 1.5840, loss: 1.5840, grad_norm: 7.5845 2020-08-07 10:03:04,146 - mmaction - INFO - Epoch [233][2540/3757] lr: 2.153e-03, eta: 20:32:23, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8156, loss_cls: 1.6239, loss: 1.6239, grad_norm: 7.6200 2020-08-07 10:03:19,902 - mmaction - INFO - Epoch [233][2560/3757] lr: 2.153e-03, eta: 20:32:05, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8367, loss_cls: 1.5033, loss: 1.5033, grad_norm: 7.4136 2020-08-07 10:03:35,625 - mmaction - INFO - Epoch [233][2580/3757] lr: 2.153e-03, eta: 20:31:48, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8289, loss_cls: 1.5500, loss: 1.5500, grad_norm: 7.2432 2020-08-07 10:03:51,467 - mmaction - INFO - Epoch [233][2600/3757] lr: 2.153e-03, eta: 20:31:31, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8219, loss_cls: 1.5984, loss: 1.5984, grad_norm: 7.5905 2020-08-07 10:04:07,251 - mmaction - INFO - Epoch [233][2620/3757] lr: 2.153e-03, eta: 20:31:14, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8391, loss_cls: 1.6063, loss: 1.6063, grad_norm: 7.8533 2020-08-07 10:04:22,981 - mmaction - INFO - Epoch [233][2640/3757] lr: 2.153e-03, eta: 20:30:57, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8187, loss_cls: 1.6510, loss: 1.6510, grad_norm: 7.4918 2020-08-07 10:04:38,844 - mmaction - INFO - Epoch [233][2660/3757] lr: 2.153e-03, eta: 20:30:40, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8484, loss_cls: 1.5072, loss: 1.5072, grad_norm: 7.3086 2020-08-07 10:04:54,662 - mmaction - INFO - Epoch [233][2680/3757] lr: 2.153e-03, eta: 20:30:23, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8211, loss_cls: 1.5593, loss: 1.5593, grad_norm: 7.4041 2020-08-07 10:05:10,431 - mmaction - INFO - Epoch [233][2700/3757] lr: 2.153e-03, eta: 20:30:06, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8297, loss_cls: 1.5893, loss: 1.5893, grad_norm: 7.7730 2020-08-07 10:05:26,226 - mmaction - INFO - Epoch [233][2720/3757] lr: 2.153e-03, eta: 20:29:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8070, loss_cls: 1.7291, loss: 1.7291, grad_norm: 8.0955 2020-08-07 10:05:41,978 - mmaction - INFO - Epoch [233][2740/3757] lr: 2.153e-03, eta: 20:29:31, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8258, loss_cls: 1.5683, loss: 1.5683, grad_norm: 7.5843 2020-08-07 10:05:57,785 - mmaction - INFO - Epoch [233][2760/3757] lr: 2.153e-03, eta: 20:29:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8422, loss_cls: 1.5448, loss: 1.5448, grad_norm: 7.7134 2020-08-07 10:06:13,528 - mmaction - INFO - Epoch [233][2780/3757] lr: 2.153e-03, eta: 20:28:57, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8250, loss_cls: 1.5751, loss: 1.5751, grad_norm: 7.4078 2020-08-07 10:06:29,312 - mmaction - INFO - Epoch [233][2800/3757] lr: 2.153e-03, eta: 20:28:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8273, loss_cls: 1.5988, loss: 1.5988, grad_norm: 7.6532 2020-08-07 10:06:45,098 - mmaction - INFO - Epoch [233][2820/3757] lr: 2.153e-03, eta: 20:28:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8305, loss_cls: 1.5637, loss: 1.5637, grad_norm: 7.7393 2020-08-07 10:07:00,942 - mmaction - INFO - Epoch [233][2840/3757] lr: 2.153e-03, eta: 20:28:06, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8266, loss_cls: 1.5274, loss: 1.5274, grad_norm: 7.4373 2020-08-07 10:07:16,692 - mmaction - INFO - Epoch [233][2860/3757] lr: 2.153e-03, eta: 20:27:49, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8203, loss_cls: 1.6423, loss: 1.6423, grad_norm: 7.5829 2020-08-07 10:07:32,491 - mmaction - INFO - Epoch [233][2880/3757] lr: 2.153e-03, eta: 20:27:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8148, loss_cls: 1.6484, loss: 1.6484, grad_norm: 7.8602 2020-08-07 10:07:48,347 - mmaction - INFO - Epoch [233][2900/3757] lr: 2.153e-03, eta: 20:27:14, time: 0.793, data_time: 0.009, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8234, loss_cls: 1.5814, loss: 1.5814, grad_norm: 7.5330 2020-08-07 10:08:04,234 - mmaction - INFO - Epoch [233][2920/3757] lr: 2.153e-03, eta: 20:26:57, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8289, loss_cls: 1.5050, loss: 1.5050, grad_norm: 7.6377 2020-08-07 10:08:20,097 - mmaction - INFO - Epoch [233][2940/3757] lr: 2.153e-03, eta: 20:26:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8211, loss_cls: 1.6258, loss: 1.6258, grad_norm: 7.6560 2020-08-07 10:08:35,942 - mmaction - INFO - Epoch [233][2960/3757] lr: 2.153e-03, eta: 20:26:23, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8203, loss_cls: 1.5605, loss: 1.5605, grad_norm: 7.5353 2020-08-07 10:08:51,691 - mmaction - INFO - Epoch [233][2980/3757] lr: 2.153e-03, eta: 20:26:06, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8258, loss_cls: 1.5717, loss: 1.5717, grad_norm: 7.7675 2020-08-07 10:09:07,517 - mmaction - INFO - Epoch [233][3000/3757] lr: 2.153e-03, eta: 20:25:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8461, loss_cls: 1.4971, loss: 1.4971, grad_norm: 7.6329 2020-08-07 10:09:23,429 - mmaction - INFO - Epoch [233][3020/3757] lr: 2.153e-03, eta: 20:25:32, time: 0.794, data_time: 0.007, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8359, loss_cls: 1.5101, loss: 1.5101, grad_norm: 7.4866 2020-08-07 10:09:39,198 - mmaction - INFO - Epoch [233][3040/3757] lr: 2.153e-03, eta: 20:25:15, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8313, loss_cls: 1.5411, loss: 1.5411, grad_norm: 7.5574 2020-08-07 10:09:55,046 - mmaction - INFO - Epoch [233][3060/3757] lr: 2.153e-03, eta: 20:24:58, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8203, loss_cls: 1.5939, loss: 1.5939, grad_norm: 7.6946 2020-08-07 10:10:10,817 - mmaction - INFO - Epoch [233][3080/3757] lr: 2.153e-03, eta: 20:24:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8250, loss_cls: 1.5688, loss: 1.5688, grad_norm: 7.3592 2020-08-07 10:10:26,650 - mmaction - INFO - Epoch [233][3100/3757] lr: 2.153e-03, eta: 20:24:23, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8219, loss_cls: 1.6024, loss: 1.6024, grad_norm: 7.6870 2020-08-07 10:10:42,438 - mmaction - INFO - Epoch [233][3120/3757] lr: 2.153e-03, eta: 20:24:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8266, loss_cls: 1.5831, loss: 1.5831, grad_norm: 7.5005 2020-08-07 10:10:58,190 - mmaction - INFO - Epoch [233][3140/3757] lr: 2.153e-03, eta: 20:23:49, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8445, loss_cls: 1.5406, loss: 1.5406, grad_norm: 7.2604 2020-08-07 10:11:14,117 - mmaction - INFO - Epoch [233][3160/3757] lr: 2.153e-03, eta: 20:23:32, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8172, loss_cls: 1.5832, loss: 1.5832, grad_norm: 7.6095 2020-08-07 10:11:29,919 - mmaction - INFO - Epoch [233][3180/3757] lr: 2.153e-03, eta: 20:23:15, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8203, loss_cls: 1.6321, loss: 1.6321, grad_norm: 7.4743 2020-08-07 10:11:45,788 - mmaction - INFO - Epoch [233][3200/3757] lr: 2.153e-03, eta: 20:22:58, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8211, loss_cls: 1.6139, loss: 1.6139, grad_norm: 7.4288 2020-08-07 10:12:01,709 - mmaction - INFO - Epoch [233][3220/3757] lr: 2.153e-03, eta: 20:22:41, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8039, loss_cls: 1.6103, loss: 1.6103, grad_norm: 7.5077 2020-08-07 10:12:17,511 - mmaction - INFO - Epoch [233][3240/3757] lr: 2.153e-03, eta: 20:22:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8164, loss_cls: 1.6168, loss: 1.6168, grad_norm: 7.6083 2020-08-07 10:12:33,259 - mmaction - INFO - Epoch [233][3260/3757] lr: 2.153e-03, eta: 20:22:06, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8234, loss_cls: 1.5936, loss: 1.5936, grad_norm: 7.8274 2020-08-07 10:12:49,044 - mmaction - INFO - Epoch [233][3280/3757] lr: 2.153e-03, eta: 20:21:49, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8055, loss_cls: 1.6580, loss: 1.6580, grad_norm: 7.7842 2020-08-07 10:13:04,851 - mmaction - INFO - Epoch [233][3300/3757] lr: 2.153e-03, eta: 20:21:32, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8367, loss_cls: 1.6393, loss: 1.6393, grad_norm: 7.9440 2020-08-07 10:13:20,731 - mmaction - INFO - Epoch [233][3320/3757] lr: 2.153e-03, eta: 20:21:15, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8141, loss_cls: 1.5643, loss: 1.5643, grad_norm: 7.4199 2020-08-07 10:13:36,430 - mmaction - INFO - Epoch [233][3340/3757] lr: 2.153e-03, eta: 20:20:58, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8359, loss_cls: 1.5003, loss: 1.5003, grad_norm: 7.3180 2020-08-07 10:13:52,247 - mmaction - INFO - Epoch [233][3360/3757] lr: 2.153e-03, eta: 20:20:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8148, loss_cls: 1.6204, loss: 1.6204, grad_norm: 7.4826 2020-08-07 10:14:08,028 - mmaction - INFO - Epoch [233][3380/3757] lr: 2.153e-03, eta: 20:20:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8445, loss_cls: 1.4568, loss: 1.4568, grad_norm: 7.1109 2020-08-07 10:14:23,750 - mmaction - INFO - Epoch [233][3400/3757] lr: 2.153e-03, eta: 20:20:07, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8422, loss_cls: 1.5006, loss: 1.5006, grad_norm: 7.3267 2020-08-07 10:14:39,587 - mmaction - INFO - Epoch [233][3420/3757] lr: 2.153e-03, eta: 20:19:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8305, loss_cls: 1.5649, loss: 1.5649, grad_norm: 7.5256 2020-08-07 10:14:55,349 - mmaction - INFO - Epoch [233][3440/3757] lr: 2.153e-03, eta: 20:19:32, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8391, loss_cls: 1.5419, loss: 1.5419, grad_norm: 7.6769 2020-08-07 10:15:11,152 - mmaction - INFO - Epoch [233][3460/3757] lr: 2.153e-03, eta: 20:19:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8172, loss_cls: 1.6139, loss: 1.6139, grad_norm: 7.8671 2020-08-07 10:15:27,036 - mmaction - INFO - Epoch [233][3480/3757] lr: 2.153e-03, eta: 20:18:58, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8219, loss_cls: 1.5863, loss: 1.5863, grad_norm: 7.4503 2020-08-07 10:15:42,823 - mmaction - INFO - Epoch [233][3500/3757] lr: 2.153e-03, eta: 20:18:41, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8164, loss_cls: 1.6386, loss: 1.6386, grad_norm: 7.7173 2020-08-07 10:15:58,649 - mmaction - INFO - Epoch [233][3520/3757] lr: 2.153e-03, eta: 20:18:24, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8273, loss_cls: 1.6242, loss: 1.6242, grad_norm: 8.0556 2020-08-07 10:16:14,399 - mmaction - INFO - Epoch [233][3540/3757] lr: 2.153e-03, eta: 20:18:07, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8125, loss_cls: 1.6810, loss: 1.6810, grad_norm: 7.8318 2020-08-07 10:16:30,211 - mmaction - INFO - Epoch [233][3560/3757] lr: 2.153e-03, eta: 20:17:50, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8352, loss_cls: 1.5455, loss: 1.5455, grad_norm: 7.4378 2020-08-07 10:16:45,991 - mmaction - INFO - Epoch [233][3580/3757] lr: 2.153e-03, eta: 20:17:33, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8297, loss_cls: 1.5597, loss: 1.5597, grad_norm: 7.4602 2020-08-07 10:17:01,863 - mmaction - INFO - Epoch [233][3600/3757] lr: 2.153e-03, eta: 20:17:16, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8109, loss_cls: 1.6655, loss: 1.6655, grad_norm: 7.9113 2020-08-07 10:17:17,684 - mmaction - INFO - Epoch [233][3620/3757] lr: 2.153e-03, eta: 20:16:58, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8187, loss_cls: 1.6145, loss: 1.6145, grad_norm: 7.4800 2020-08-07 10:17:33,496 - mmaction - INFO - Epoch [233][3640/3757] lr: 2.153e-03, eta: 20:16:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8375, loss_cls: 1.5625, loss: 1.5625, grad_norm: 7.3100 2020-08-07 10:17:49,275 - mmaction - INFO - Epoch [233][3660/3757] lr: 2.153e-03, eta: 20:16:24, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8164, loss_cls: 1.6222, loss: 1.6222, grad_norm: 7.4435 2020-08-07 10:18:05,048 - mmaction - INFO - Epoch [233][3680/3757] lr: 2.153e-03, eta: 20:16:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8172, loss_cls: 1.6243, loss: 1.6243, grad_norm: 7.5490 2020-08-07 10:18:20,949 - mmaction - INFO - Epoch [233][3700/3757] lr: 2.153e-03, eta: 20:15:50, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8445, loss_cls: 1.4346, loss: 1.4346, grad_norm: 7.3426 2020-08-07 10:18:36,695 - mmaction - INFO - Epoch [233][3720/3757] lr: 2.153e-03, eta: 20:15:33, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8258, loss_cls: 1.5987, loss: 1.5987, grad_norm: 7.6020 2020-08-07 10:18:52,468 - mmaction - INFO - Epoch [233][3740/3757] lr: 2.153e-03, eta: 20:15:16, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5959, loss: 1.5959, grad_norm: 7.6288 2020-08-07 10:22:16,842 - mmaction - INFO - Epoch [234][20/3757] lr: 1.978e-03, eta: 20:15:17, time: 8.951, data_time: 8.125, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8227, loss_cls: 1.5281, loss: 1.5281, grad_norm: 7.2574 2020-08-07 10:22:32,683 - mmaction - INFO - Epoch [234][40/3757] lr: 1.978e-03, eta: 20:15:00, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8305, loss_cls: 1.5291, loss: 1.5291, grad_norm: 7.5090 2020-08-07 10:22:48,454 - mmaction - INFO - Epoch [234][60/3757] lr: 1.978e-03, eta: 20:14:43, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8414, loss_cls: 1.5175, loss: 1.5175, grad_norm: 7.6121 2020-08-07 10:23:04,316 - mmaction - INFO - Epoch [234][80/3757] lr: 1.978e-03, eta: 20:14:26, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8359, loss_cls: 1.4762, loss: 1.4762, grad_norm: 7.1990 2020-08-07 10:23:20,229 - mmaction - INFO - Epoch [234][100/3757] lr: 1.978e-03, eta: 20:14:09, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8422, loss_cls: 1.5073, loss: 1.5073, grad_norm: 7.1894 2020-08-07 10:23:36,035 - mmaction - INFO - Epoch [234][120/3757] lr: 1.978e-03, eta: 20:13:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8234, loss_cls: 1.5745, loss: 1.5745, grad_norm: 7.6808 2020-08-07 10:23:51,833 - mmaction - INFO - Epoch [234][140/3757] lr: 1.978e-03, eta: 20:13:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8383, loss_cls: 1.5354, loss: 1.5354, grad_norm: 7.6571 2020-08-07 10:24:07,792 - mmaction - INFO - Epoch [234][160/3757] lr: 1.978e-03, eta: 20:13:17, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8219, loss_cls: 1.5290, loss: 1.5290, grad_norm: 7.4085 2020-08-07 10:24:23,559 - mmaction - INFO - Epoch [234][180/3757] lr: 1.978e-03, eta: 20:13:00, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5356, loss: 1.5356, grad_norm: 7.7416 2020-08-07 10:24:39,365 - mmaction - INFO - Epoch [234][200/3757] lr: 1.978e-03, eta: 20:12:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8422, loss_cls: 1.4751, loss: 1.4751, grad_norm: 7.6576 2020-08-07 10:24:55,121 - mmaction - INFO - Epoch [234][220/3757] lr: 1.978e-03, eta: 20:12:26, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.5407, loss: 1.5407, grad_norm: 7.5712 2020-08-07 10:25:11,004 - mmaction - INFO - Epoch [234][240/3757] lr: 1.978e-03, eta: 20:12:09, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8320, loss_cls: 1.5355, loss: 1.5355, grad_norm: 7.5722 2020-08-07 10:25:26,823 - mmaction - INFO - Epoch [234][260/3757] lr: 1.978e-03, eta: 20:11:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8180, loss_cls: 1.6040, loss: 1.6040, grad_norm: 7.8747 2020-08-07 10:25:42,637 - mmaction - INFO - Epoch [234][280/3757] lr: 1.978e-03, eta: 20:11:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8227, loss_cls: 1.5406, loss: 1.5406, grad_norm: 7.4626 2020-08-07 10:25:58,410 - mmaction - INFO - Epoch [234][300/3757] lr: 1.978e-03, eta: 20:11:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8430, loss_cls: 1.4898, loss: 1.4898, grad_norm: 7.8608 2020-08-07 10:26:14,192 - mmaction - INFO - Epoch [234][320/3757] lr: 1.978e-03, eta: 20:11:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8227, loss_cls: 1.6056, loss: 1.6056, grad_norm: 7.6239 2020-08-07 10:26:30,026 - mmaction - INFO - Epoch [234][340/3757] lr: 1.978e-03, eta: 20:10:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8516, loss_cls: 1.4909, loss: 1.4909, grad_norm: 7.7940 2020-08-07 10:26:45,873 - mmaction - INFO - Epoch [234][360/3757] lr: 1.978e-03, eta: 20:10:26, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8305, loss_cls: 1.5532, loss: 1.5532, grad_norm: 7.8429 2020-08-07 10:27:01,691 - mmaction - INFO - Epoch [234][380/3757] lr: 1.978e-03, eta: 20:10:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8281, loss_cls: 1.5613, loss: 1.5613, grad_norm: 7.6852 2020-08-07 10:27:17,688 - mmaction - INFO - Epoch [234][400/3757] lr: 1.978e-03, eta: 20:09:52, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8492, loss_cls: 1.5274, loss: 1.5274, grad_norm: 7.6208 2020-08-07 10:27:33,920 - mmaction - INFO - Epoch [234][420/3757] lr: 1.978e-03, eta: 20:09:35, time: 0.812, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8438, loss_cls: 1.4937, loss: 1.4937, grad_norm: 7.4652 2020-08-07 10:27:50,014 - mmaction - INFO - Epoch [234][440/3757] lr: 1.978e-03, eta: 20:09:18, time: 0.805, data_time: 0.001, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8109, loss_cls: 1.5805, loss: 1.5805, grad_norm: 7.6304 2020-08-07 10:28:06,089 - mmaction - INFO - Epoch [234][460/3757] lr: 1.978e-03, eta: 20:09:01, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8258, loss_cls: 1.5921, loss: 1.5921, grad_norm: 7.6296 2020-08-07 10:28:22,211 - mmaction - INFO - Epoch [234][480/3757] lr: 1.978e-03, eta: 20:08:44, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8359, loss_cls: 1.5150, loss: 1.5150, grad_norm: 7.3899 2020-08-07 10:28:38,367 - mmaction - INFO - Epoch [234][500/3757] lr: 1.978e-03, eta: 20:08:27, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5067, loss: 1.5067, grad_norm: 7.3123 2020-08-07 10:28:54,520 - mmaction - INFO - Epoch [234][520/3757] lr: 1.978e-03, eta: 20:08:10, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8398, loss_cls: 1.5113, loss: 1.5113, grad_norm: 7.6410 2020-08-07 10:29:10,711 - mmaction - INFO - Epoch [234][540/3757] lr: 1.978e-03, eta: 20:07:53, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8352, loss_cls: 1.4684, loss: 1.4684, grad_norm: 7.5069 2020-08-07 10:29:26,716 - mmaction - INFO - Epoch [234][560/3757] lr: 1.978e-03, eta: 20:07:36, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8234, loss_cls: 1.5902, loss: 1.5902, grad_norm: 7.6324 2020-08-07 10:29:42,505 - mmaction - INFO - Epoch [234][580/3757] lr: 1.978e-03, eta: 20:07:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8320, loss_cls: 1.5179, loss: 1.5179, grad_norm: 7.6188 2020-08-07 10:29:58,292 - mmaction - INFO - Epoch [234][600/3757] lr: 1.978e-03, eta: 20:07:01, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8430, loss_cls: 1.4805, loss: 1.4805, grad_norm: 7.5257 2020-08-07 10:30:14,097 - mmaction - INFO - Epoch [234][620/3757] lr: 1.978e-03, eta: 20:06:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8242, loss_cls: 1.5320, loss: 1.5320, grad_norm: 7.6049 2020-08-07 10:30:29,878 - mmaction - INFO - Epoch [234][640/3757] lr: 1.978e-03, eta: 20:06:27, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8266, loss_cls: 1.5575, loss: 1.5575, grad_norm: 7.5925 2020-08-07 10:30:45,665 - mmaction - INFO - Epoch [234][660/3757] lr: 1.978e-03, eta: 20:06:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8227, loss_cls: 1.5716, loss: 1.5716, grad_norm: 7.5007 2020-08-07 10:31:01,436 - mmaction - INFO - Epoch [234][680/3757] lr: 1.978e-03, eta: 20:05:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8266, loss_cls: 1.5205, loss: 1.5205, grad_norm: 7.2722 2020-08-07 10:31:17,309 - mmaction - INFO - Epoch [234][700/3757] lr: 1.978e-03, eta: 20:05:36, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8391, loss_cls: 1.4943, loss: 1.4943, grad_norm: 7.4608 2020-08-07 10:31:33,118 - mmaction - INFO - Epoch [234][720/3757] lr: 1.978e-03, eta: 20:05:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8336, loss_cls: 1.5449, loss: 1.5449, grad_norm: 7.5165 2020-08-07 10:31:48,918 - mmaction - INFO - Epoch [234][740/3757] lr: 1.978e-03, eta: 20:05:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8469, loss_cls: 1.4663, loss: 1.4663, grad_norm: 7.5413 2020-08-07 10:32:04,760 - mmaction - INFO - Epoch [234][760/3757] lr: 1.978e-03, eta: 20:04:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8250, loss_cls: 1.5581, loss: 1.5581, grad_norm: 7.5251 2020-08-07 10:32:20,578 - mmaction - INFO - Epoch [234][780/3757] lr: 1.978e-03, eta: 20:04:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8523, loss_cls: 1.4342, loss: 1.4342, grad_norm: 7.3359 2020-08-07 10:32:36,364 - mmaction - INFO - Epoch [234][800/3757] lr: 1.978e-03, eta: 20:04:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8227, loss_cls: 1.6092, loss: 1.6092, grad_norm: 7.6927 2020-08-07 10:32:52,232 - mmaction - INFO - Epoch [234][820/3757] lr: 1.978e-03, eta: 20:03:53, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8320, loss_cls: 1.5624, loss: 1.5624, grad_norm: 7.5894 2020-08-07 10:33:07,942 - mmaction - INFO - Epoch [234][840/3757] lr: 1.978e-03, eta: 20:03:36, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8391, loss_cls: 1.5174, loss: 1.5174, grad_norm: 7.4551 2020-08-07 10:33:23,738 - mmaction - INFO - Epoch [234][860/3757] lr: 1.978e-03, eta: 20:03:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8234, loss_cls: 1.5741, loss: 1.5741, grad_norm: 7.6082 2020-08-07 10:33:39,512 - mmaction - INFO - Epoch [234][880/3757] lr: 1.978e-03, eta: 20:03:02, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8281, loss_cls: 1.5646, loss: 1.5646, grad_norm: 7.6745 2020-08-07 10:33:55,333 - mmaction - INFO - Epoch [234][900/3757] lr: 1.978e-03, eta: 20:02:45, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8453, loss_cls: 1.4609, loss: 1.4609, grad_norm: 7.4304 2020-08-07 10:34:11,165 - mmaction - INFO - Epoch [234][920/3757] lr: 1.978e-03, eta: 20:02:28, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8297, loss_cls: 1.5097, loss: 1.5097, grad_norm: 7.3957 2020-08-07 10:34:26,943 - mmaction - INFO - Epoch [234][940/3757] lr: 1.978e-03, eta: 20:02:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8320, loss_cls: 1.5172, loss: 1.5172, grad_norm: 7.6057 2020-08-07 10:34:42,735 - mmaction - INFO - Epoch [234][960/3757] lr: 1.978e-03, eta: 20:01:53, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8336, loss_cls: 1.5352, loss: 1.5352, grad_norm: 7.5633 2020-08-07 10:34:58,518 - mmaction - INFO - Epoch [234][980/3757] lr: 1.978e-03, eta: 20:01:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8172, loss_cls: 1.5903, loss: 1.5903, grad_norm: 7.6257 2020-08-07 10:35:14,341 - mmaction - INFO - Epoch [234][1000/3757] lr: 1.978e-03, eta: 20:01:19, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.5953, top5_acc: 0.8000, loss_cls: 1.7129, loss: 1.7129, grad_norm: 7.9020 2020-08-07 10:35:30,145 - mmaction - INFO - Epoch [234][1020/3757] lr: 1.978e-03, eta: 20:01:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8359, loss_cls: 1.5541, loss: 1.5541, grad_norm: 7.6359 2020-08-07 10:35:45,966 - mmaction - INFO - Epoch [234][1040/3757] lr: 1.978e-03, eta: 20:00:45, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8344, loss_cls: 1.4828, loss: 1.4828, grad_norm: 7.4057 2020-08-07 10:36:01,795 - mmaction - INFO - Epoch [234][1060/3757] lr: 1.978e-03, eta: 20:00:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8320, loss_cls: 1.5457, loss: 1.5457, grad_norm: 7.7105 2020-08-07 10:36:17,653 - mmaction - INFO - Epoch [234][1080/3757] lr: 1.978e-03, eta: 20:00:11, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8203, loss_cls: 1.5692, loss: 1.5692, grad_norm: 7.6193 2020-08-07 10:36:33,453 - mmaction - INFO - Epoch [234][1100/3757] lr: 1.978e-03, eta: 19:59:54, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8258, loss_cls: 1.5376, loss: 1.5376, grad_norm: 7.3502 2020-08-07 10:36:49,181 - mmaction - INFO - Epoch [234][1120/3757] lr: 1.978e-03, eta: 19:59:36, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8172, loss_cls: 1.5407, loss: 1.5407, grad_norm: 7.3658 2020-08-07 10:37:05,013 - mmaction - INFO - Epoch [234][1140/3757] lr: 1.978e-03, eta: 19:59:19, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8398, loss_cls: 1.5301, loss: 1.5301, grad_norm: 7.4475 2020-08-07 10:37:20,814 - mmaction - INFO - Epoch [234][1160/3757] lr: 1.978e-03, eta: 19:59:02, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8367, loss_cls: 1.4939, loss: 1.4939, grad_norm: 7.3180 2020-08-07 10:37:36,593 - mmaction - INFO - Epoch [234][1180/3757] lr: 1.978e-03, eta: 19:58:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8258, loss_cls: 1.5497, loss: 1.5497, grad_norm: 7.4974 2020-08-07 10:37:52,448 - mmaction - INFO - Epoch [234][1200/3757] lr: 1.978e-03, eta: 19:58:28, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8227, loss_cls: 1.6300, loss: 1.6300, grad_norm: 7.6219 2020-08-07 10:38:08,209 - mmaction - INFO - Epoch [234][1220/3757] lr: 1.978e-03, eta: 19:58:11, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8242, loss_cls: 1.5829, loss: 1.5829, grad_norm: 7.7227 2020-08-07 10:38:24,007 - mmaction - INFO - Epoch [234][1240/3757] lr: 1.978e-03, eta: 19:57:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8445, loss_cls: 1.4829, loss: 1.4829, grad_norm: 7.5991 2020-08-07 10:38:39,857 - mmaction - INFO - Epoch [234][1260/3757] lr: 1.978e-03, eta: 19:57:37, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8352, loss_cls: 1.5345, loss: 1.5345, grad_norm: 7.4865 2020-08-07 10:38:55,626 - mmaction - INFO - Epoch [234][1280/3757] lr: 1.978e-03, eta: 19:57:20, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8250, loss_cls: 1.5370, loss: 1.5370, grad_norm: 7.4141 2020-08-07 10:39:11,406 - mmaction - INFO - Epoch [234][1300/3757] lr: 1.978e-03, eta: 19:57:02, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8445, loss_cls: 1.4984, loss: 1.4984, grad_norm: 7.5818 2020-08-07 10:39:27,206 - mmaction - INFO - Epoch [234][1320/3757] lr: 1.978e-03, eta: 19:56:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8281, loss_cls: 1.5827, loss: 1.5827, grad_norm: 7.3157 2020-08-07 10:39:42,981 - mmaction - INFO - Epoch [234][1340/3757] lr: 1.978e-03, eta: 19:56:28, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8406, loss_cls: 1.5040, loss: 1.5040, grad_norm: 7.3624 2020-08-07 10:39:58,879 - mmaction - INFO - Epoch [234][1360/3757] lr: 1.978e-03, eta: 19:56:11, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8273, loss_cls: 1.5208, loss: 1.5208, grad_norm: 7.3996 2020-08-07 10:40:14,748 - mmaction - INFO - Epoch [234][1380/3757] lr: 1.978e-03, eta: 19:55:54, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8344, loss_cls: 1.5037, loss: 1.5037, grad_norm: 7.4451 2020-08-07 10:40:30,583 - mmaction - INFO - Epoch [234][1400/3757] lr: 1.978e-03, eta: 19:55:37, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8195, loss_cls: 1.6264, loss: 1.6264, grad_norm: 7.7480 2020-08-07 10:40:46,333 - mmaction - INFO - Epoch [234][1420/3757] lr: 1.978e-03, eta: 19:55:20, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8117, loss_cls: 1.6293, loss: 1.6293, grad_norm: 7.4969 2020-08-07 10:41:02,200 - mmaction - INFO - Epoch [234][1440/3757] lr: 1.978e-03, eta: 19:55:03, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8203, loss_cls: 1.6498, loss: 1.6498, grad_norm: 7.7268 2020-08-07 10:41:18,036 - mmaction - INFO - Epoch [234][1460/3757] lr: 1.978e-03, eta: 19:54:46, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8398, loss_cls: 1.4908, loss: 1.4908, grad_norm: 7.2456 2020-08-07 10:41:33,788 - mmaction - INFO - Epoch [234][1480/3757] lr: 1.978e-03, eta: 19:54:29, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8391, loss_cls: 1.5053, loss: 1.5053, grad_norm: 7.5398 2020-08-07 10:41:49,597 - mmaction - INFO - Epoch [234][1500/3757] lr: 1.978e-03, eta: 19:54:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8328, loss_cls: 1.5725, loss: 1.5725, grad_norm: 7.6112 2020-08-07 10:42:05,395 - mmaction - INFO - Epoch [234][1520/3757] lr: 1.978e-03, eta: 19:53:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8281, loss_cls: 1.5535, loss: 1.5535, grad_norm: 7.6660 2020-08-07 10:42:21,221 - mmaction - INFO - Epoch [234][1540/3757] lr: 1.978e-03, eta: 19:53:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8242, loss_cls: 1.4922, loss: 1.4922, grad_norm: 7.6431 2020-08-07 10:42:37,049 - mmaction - INFO - Epoch [234][1560/3757] lr: 1.978e-03, eta: 19:53:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8281, loss_cls: 1.5129, loss: 1.5129, grad_norm: 7.5954 2020-08-07 10:42:52,893 - mmaction - INFO - Epoch [234][1580/3757] lr: 1.978e-03, eta: 19:53:03, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8305, loss_cls: 1.5510, loss: 1.5510, grad_norm: 7.5733 2020-08-07 10:43:08,627 - mmaction - INFO - Epoch [234][1600/3757] lr: 1.978e-03, eta: 19:52:46, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8219, loss_cls: 1.5312, loss: 1.5312, grad_norm: 7.4203 2020-08-07 10:43:24,442 - mmaction - INFO - Epoch [234][1620/3757] lr: 1.978e-03, eta: 19:52:29, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8227, loss_cls: 1.6183, loss: 1.6183, grad_norm: 7.6002 2020-08-07 10:43:40,281 - mmaction - INFO - Epoch [234][1640/3757] lr: 1.978e-03, eta: 19:52:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8320, loss_cls: 1.5427, loss: 1.5427, grad_norm: 7.6554 2020-08-07 10:43:56,132 - mmaction - INFO - Epoch [234][1660/3757] lr: 1.978e-03, eta: 19:51:55, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8383, loss_cls: 1.5413, loss: 1.5413, grad_norm: 7.5229 2020-08-07 10:44:11,974 - mmaction - INFO - Epoch [234][1680/3757] lr: 1.978e-03, eta: 19:51:37, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8352, loss_cls: 1.5098, loss: 1.5098, grad_norm: 7.5852 2020-08-07 10:44:27,878 - mmaction - INFO - Epoch [234][1700/3757] lr: 1.978e-03, eta: 19:51:20, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8250, loss_cls: 1.5130, loss: 1.5130, grad_norm: 7.5214 2020-08-07 10:44:43,762 - mmaction - INFO - Epoch [234][1720/3757] lr: 1.978e-03, eta: 19:51:03, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8344, loss_cls: 1.4832, loss: 1.4832, grad_norm: 7.3214 2020-08-07 10:44:59,553 - mmaction - INFO - Epoch [234][1740/3757] lr: 1.978e-03, eta: 19:50:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8141, loss_cls: 1.6165, loss: 1.6165, grad_norm: 7.7149 2020-08-07 10:45:15,308 - mmaction - INFO - Epoch [234][1760/3757] lr: 1.978e-03, eta: 19:50:29, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8266, loss_cls: 1.5692, loss: 1.5692, grad_norm: 7.6205 2020-08-07 10:45:31,052 - mmaction - INFO - Epoch [234][1780/3757] lr: 1.978e-03, eta: 19:50:12, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8227, loss_cls: 1.5493, loss: 1.5493, grad_norm: 7.5285 2020-08-07 10:45:46,865 - mmaction - INFO - Epoch [234][1800/3757] lr: 1.978e-03, eta: 19:49:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8242, loss_cls: 1.5583, loss: 1.5583, grad_norm: 7.8729 2020-08-07 10:46:02,674 - mmaction - INFO - Epoch [234][1820/3757] lr: 1.978e-03, eta: 19:49:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8219, loss_cls: 1.6028, loss: 1.6028, grad_norm: 7.7705 2020-08-07 10:46:18,534 - mmaction - INFO - Epoch [234][1840/3757] lr: 1.978e-03, eta: 19:49:21, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8414, loss_cls: 1.4427, loss: 1.4427, grad_norm: 7.3917 2020-08-07 10:46:35,188 - mmaction - INFO - Epoch [234][1860/3757] lr: 1.978e-03, eta: 19:49:04, time: 0.833, data_time: 0.001, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8367, loss_cls: 1.5366, loss: 1.5366, grad_norm: 7.6647 2020-08-07 10:46:51,087 - mmaction - INFO - Epoch [234][1880/3757] lr: 1.978e-03, eta: 19:48:47, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8320, loss_cls: 1.5261, loss: 1.5261, grad_norm: 7.5124 2020-08-07 10:47:06,860 - mmaction - INFO - Epoch [234][1900/3757] lr: 1.978e-03, eta: 19:48:30, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.4832, loss: 1.4832, grad_norm: 7.4822 2020-08-07 10:47:22,680 - mmaction - INFO - Epoch [234][1920/3757] lr: 1.978e-03, eta: 19:48:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8492, loss_cls: 1.4911, loss: 1.4911, grad_norm: 7.7751 2020-08-07 10:47:38,542 - mmaction - INFO - Epoch [234][1940/3757] lr: 1.978e-03, eta: 19:47:55, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8211, loss_cls: 1.5965, loss: 1.5965, grad_norm: 7.5371 2020-08-07 10:47:54,312 - mmaction - INFO - Epoch [234][1960/3757] lr: 1.978e-03, eta: 19:47:38, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8195, loss_cls: 1.6189, loss: 1.6189, grad_norm: 7.7828 2020-08-07 10:48:10,090 - mmaction - INFO - Epoch [234][1980/3757] lr: 1.978e-03, eta: 19:47:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8219, loss_cls: 1.5755, loss: 1.5755, grad_norm: 7.6453 2020-08-07 10:48:25,910 - mmaction - INFO - Epoch [234][2000/3757] lr: 1.978e-03, eta: 19:47:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8156, loss_cls: 1.6276, loss: 1.6276, grad_norm: 7.5945 2020-08-07 10:48:41,770 - mmaction - INFO - Epoch [234][2020/3757] lr: 1.978e-03, eta: 19:46:47, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8266, loss_cls: 1.5632, loss: 1.5632, grad_norm: 7.5843 2020-08-07 10:48:57,641 - mmaction - INFO - Epoch [234][2040/3757] lr: 1.978e-03, eta: 19:46:30, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8352, loss_cls: 1.4706, loss: 1.4706, grad_norm: 7.3460 2020-08-07 10:49:13,506 - mmaction - INFO - Epoch [234][2060/3757] lr: 1.978e-03, eta: 19:46:13, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8375, loss_cls: 1.5287, loss: 1.5287, grad_norm: 7.7638 2020-08-07 10:49:29,439 - mmaction - INFO - Epoch [234][2080/3757] lr: 1.978e-03, eta: 19:45:56, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8258, loss_cls: 1.5769, loss: 1.5769, grad_norm: 7.6935 2020-08-07 10:49:45,196 - mmaction - INFO - Epoch [234][2100/3757] lr: 1.978e-03, eta: 19:45:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8242, loss_cls: 1.5746, loss: 1.5746, grad_norm: 7.6325 2020-08-07 10:50:01,096 - mmaction - INFO - Epoch [234][2120/3757] lr: 1.978e-03, eta: 19:45:22, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8258, loss_cls: 1.5950, loss: 1.5950, grad_norm: 7.6357 2020-08-07 10:50:16,769 - mmaction - INFO - Epoch [234][2140/3757] lr: 1.978e-03, eta: 19:45:04, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8227, loss_cls: 1.5763, loss: 1.5763, grad_norm: 7.4132 2020-08-07 10:50:32,584 - mmaction - INFO - Epoch [234][2160/3757] lr: 1.978e-03, eta: 19:44:47, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8164, loss_cls: 1.5367, loss: 1.5367, grad_norm: 7.4901 2020-08-07 10:50:48,382 - mmaction - INFO - Epoch [234][2180/3757] lr: 1.978e-03, eta: 19:44:30, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8195, loss_cls: 1.5644, loss: 1.5644, grad_norm: 7.4409 2020-08-07 10:51:04,179 - mmaction - INFO - Epoch [234][2200/3757] lr: 1.978e-03, eta: 19:44:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8250, loss_cls: 1.5790, loss: 1.5790, grad_norm: 7.6025 2020-08-07 10:51:19,922 - mmaction - INFO - Epoch [234][2220/3757] lr: 1.978e-03, eta: 19:43:56, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8352, loss_cls: 1.5219, loss: 1.5219, grad_norm: 7.5703 2020-08-07 10:51:35,747 - mmaction - INFO - Epoch [234][2240/3757] lr: 1.978e-03, eta: 19:43:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8406, loss_cls: 1.5174, loss: 1.5174, grad_norm: 7.3819 2020-08-07 10:51:51,538 - mmaction - INFO - Epoch [234][2260/3757] lr: 1.978e-03, eta: 19:43:22, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8109, loss_cls: 1.6373, loss: 1.6373, grad_norm: 7.8534 2020-08-07 10:52:07,330 - mmaction - INFO - Epoch [234][2280/3757] lr: 1.978e-03, eta: 19:43:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8234, loss_cls: 1.5937, loss: 1.5937, grad_norm: 7.6384 2020-08-07 10:52:22,998 - mmaction - INFO - Epoch [234][2300/3757] lr: 1.978e-03, eta: 19:42:48, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.4800, loss: 1.4800, grad_norm: 7.5782 2020-08-07 10:52:38,728 - mmaction - INFO - Epoch [234][2320/3757] lr: 1.978e-03, eta: 19:42:30, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8133, loss_cls: 1.6371, loss: 1.6371, grad_norm: 7.7317 2020-08-07 10:52:54,615 - mmaction - INFO - Epoch [234][2340/3757] lr: 1.978e-03, eta: 19:42:13, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.5236, loss: 1.5236, grad_norm: 7.5681 2020-08-07 10:53:10,486 - mmaction - INFO - Epoch [234][2360/3757] lr: 1.978e-03, eta: 19:41:56, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8242, loss_cls: 1.5699, loss: 1.5699, grad_norm: 7.4638 2020-08-07 10:53:26,405 - mmaction - INFO - Epoch [234][2380/3757] lr: 1.978e-03, eta: 19:41:39, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8352, loss_cls: 1.5215, loss: 1.5215, grad_norm: 7.6012 2020-08-07 10:53:42,219 - mmaction - INFO - Epoch [234][2400/3757] lr: 1.978e-03, eta: 19:41:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8375, loss_cls: 1.4951, loss: 1.4951, grad_norm: 7.3324 2020-08-07 10:53:58,031 - mmaction - INFO - Epoch [234][2420/3757] lr: 1.978e-03, eta: 19:41:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8375, loss_cls: 1.5271, loss: 1.5271, grad_norm: 7.6564 2020-08-07 10:54:13,735 - mmaction - INFO - Epoch [234][2440/3757] lr: 1.978e-03, eta: 19:40:48, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8125, loss_cls: 1.6300, loss: 1.6300, grad_norm: 7.7783 2020-08-07 10:54:29,480 - mmaction - INFO - Epoch [234][2460/3757] lr: 1.978e-03, eta: 19:40:31, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8430, loss_cls: 1.4706, loss: 1.4706, grad_norm: 7.3990 2020-08-07 10:54:45,258 - mmaction - INFO - Epoch [234][2480/3757] lr: 1.978e-03, eta: 19:40:14, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8266, loss_cls: 1.5503, loss: 1.5503, grad_norm: 7.5024 2020-08-07 10:55:01,105 - mmaction - INFO - Epoch [234][2500/3757] lr: 1.978e-03, eta: 19:39:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8211, loss_cls: 1.5811, loss: 1.5811, grad_norm: 7.5915 2020-08-07 10:55:16,890 - mmaction - INFO - Epoch [234][2520/3757] lr: 1.978e-03, eta: 19:39:39, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8477, loss_cls: 1.4929, loss: 1.4929, grad_norm: 7.5334 2020-08-07 10:55:32,778 - mmaction - INFO - Epoch [234][2540/3757] lr: 1.978e-03, eta: 19:39:22, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8406, loss_cls: 1.4729, loss: 1.4729, grad_norm: 7.5197 2020-08-07 10:55:48,440 - mmaction - INFO - Epoch [234][2560/3757] lr: 1.978e-03, eta: 19:39:05, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8297, loss_cls: 1.5454, loss: 1.5454, grad_norm: 7.8504 2020-08-07 10:56:04,259 - mmaction - INFO - Epoch [234][2580/3757] lr: 1.978e-03, eta: 19:38:48, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8266, loss_cls: 1.5887, loss: 1.5887, grad_norm: 7.6925 2020-08-07 10:56:19,933 - mmaction - INFO - Epoch [234][2600/3757] lr: 1.978e-03, eta: 19:38:31, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6008, top5_acc: 0.8180, loss_cls: 1.6391, loss: 1.6391, grad_norm: 8.0437 2020-08-07 10:56:35,708 - mmaction - INFO - Epoch [234][2620/3757] lr: 1.978e-03, eta: 19:38:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8281, loss_cls: 1.5943, loss: 1.5943, grad_norm: 7.5138 2020-08-07 10:56:51,566 - mmaction - INFO - Epoch [234][2640/3757] lr: 1.978e-03, eta: 19:37:57, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8391, loss_cls: 1.4989, loss: 1.4989, grad_norm: 7.6482 2020-08-07 10:57:07,397 - mmaction - INFO - Epoch [234][2660/3757] lr: 1.978e-03, eta: 19:37:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8336, loss_cls: 1.6007, loss: 1.6007, grad_norm: 7.9367 2020-08-07 10:57:23,208 - mmaction - INFO - Epoch [234][2680/3757] lr: 1.978e-03, eta: 19:37:23, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8055, loss_cls: 1.6396, loss: 1.6396, grad_norm: 7.7818 2020-08-07 10:57:39,032 - mmaction - INFO - Epoch [234][2700/3757] lr: 1.978e-03, eta: 19:37:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8258, loss_cls: 1.6197, loss: 1.6197, grad_norm: 7.5678 2020-08-07 10:57:55,097 - mmaction - INFO - Epoch [234][2720/3757] lr: 1.978e-03, eta: 19:36:48, time: 0.804, data_time: 0.005, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8109, loss_cls: 1.6327, loss: 1.6327, grad_norm: 7.6161 2020-08-07 10:58:10,997 - mmaction - INFO - Epoch [234][2740/3757] lr: 1.978e-03, eta: 19:36:31, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8352, loss_cls: 1.5546, loss: 1.5546, grad_norm: 7.6968 2020-08-07 10:58:26,980 - mmaction - INFO - Epoch [234][2760/3757] lr: 1.978e-03, eta: 19:36:14, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8148, loss_cls: 1.6040, loss: 1.6040, grad_norm: 7.7554 2020-08-07 10:58:42,826 - mmaction - INFO - Epoch [234][2780/3757] lr: 1.978e-03, eta: 19:35:57, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8211, loss_cls: 1.6179, loss: 1.6179, grad_norm: 7.9158 2020-08-07 10:58:58,589 - mmaction - INFO - Epoch [234][2800/3757] lr: 1.978e-03, eta: 19:35:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8289, loss_cls: 1.5653, loss: 1.5653, grad_norm: 7.5993 2020-08-07 10:59:14,469 - mmaction - INFO - Epoch [234][2820/3757] lr: 1.978e-03, eta: 19:35:23, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.5583, loss: 1.5583, grad_norm: 7.4968 2020-08-07 10:59:30,347 - mmaction - INFO - Epoch [234][2840/3757] lr: 1.978e-03, eta: 19:35:06, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8156, loss_cls: 1.6321, loss: 1.6321, grad_norm: 7.7645 2020-08-07 10:59:46,101 - mmaction - INFO - Epoch [234][2860/3757] lr: 1.978e-03, eta: 19:34:49, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8344, loss_cls: 1.4995, loss: 1.4995, grad_norm: 7.6568 2020-08-07 11:00:01,968 - mmaction - INFO - Epoch [234][2880/3757] lr: 1.978e-03, eta: 19:34:32, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8320, loss_cls: 1.6219, loss: 1.6219, grad_norm: 7.8438 2020-08-07 11:00:22,348 - mmaction - INFO - Epoch [234][2900/3757] lr: 1.978e-03, eta: 19:34:16, time: 1.017, data_time: 0.008, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8453, loss_cls: 1.5037, loss: 1.5037, grad_norm: 7.7359 2020-08-07 11:00:38,617 - mmaction - INFO - Epoch [234][2920/3757] lr: 1.978e-03, eta: 19:33:59, time: 0.816, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8336, loss_cls: 1.4946, loss: 1.4946, grad_norm: 7.5986 2020-08-07 11:00:54,632 - mmaction - INFO - Epoch [234][2940/3757] lr: 1.978e-03, eta: 19:33:42, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8305, loss_cls: 1.5489, loss: 1.5489, grad_norm: 7.7366 2020-08-07 11:01:10,499 - mmaction - INFO - Epoch [234][2960/3757] lr: 1.978e-03, eta: 19:33:24, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8195, loss_cls: 1.6083, loss: 1.6083, grad_norm: 7.7249 2020-08-07 11:01:26,475 - mmaction - INFO - Epoch [234][2980/3757] lr: 1.978e-03, eta: 19:33:07, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8281, loss_cls: 1.4892, loss: 1.4892, grad_norm: 7.2993 2020-08-07 11:01:42,279 - mmaction - INFO - Epoch [234][3000/3757] lr: 1.978e-03, eta: 19:32:50, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8250, loss_cls: 1.5598, loss: 1.5598, grad_norm: 7.5749 2020-08-07 11:01:58,177 - mmaction - INFO - Epoch [234][3020/3757] lr: 1.978e-03, eta: 19:32:33, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8391, loss_cls: 1.4598, loss: 1.4598, grad_norm: 7.4013 2020-08-07 11:02:14,084 - mmaction - INFO - Epoch [234][3040/3757] lr: 1.978e-03, eta: 19:32:16, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8328, loss_cls: 1.5320, loss: 1.5320, grad_norm: 7.6434 2020-08-07 11:02:29,917 - mmaction - INFO - Epoch [234][3060/3757] lr: 1.978e-03, eta: 19:31:59, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8086, loss_cls: 1.6281, loss: 1.6281, grad_norm: 7.5350 2020-08-07 11:02:45,802 - mmaction - INFO - Epoch [234][3080/3757] lr: 1.978e-03, eta: 19:31:42, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.6092, loss: 1.6092, grad_norm: 7.7996 2020-08-07 11:03:01,658 - mmaction - INFO - Epoch [234][3100/3757] lr: 1.978e-03, eta: 19:31:25, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8289, loss_cls: 1.5772, loss: 1.5772, grad_norm: 7.5329 2020-08-07 11:03:17,462 - mmaction - INFO - Epoch [234][3120/3757] lr: 1.978e-03, eta: 19:31:08, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8320, loss_cls: 1.4868, loss: 1.4868, grad_norm: 7.4388 2020-08-07 11:03:33,315 - mmaction - INFO - Epoch [234][3140/3757] lr: 1.978e-03, eta: 19:30:51, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8102, loss_cls: 1.6247, loss: 1.6247, grad_norm: 7.6173 2020-08-07 11:03:49,280 - mmaction - INFO - Epoch [234][3160/3757] lr: 1.978e-03, eta: 19:30:34, time: 0.798, data_time: 0.007, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8352, loss_cls: 1.5910, loss: 1.5910, grad_norm: 7.8000 2020-08-07 11:04:05,033 - mmaction - INFO - Epoch [234][3180/3757] lr: 1.978e-03, eta: 19:30:17, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8195, loss_cls: 1.6228, loss: 1.6228, grad_norm: 7.6751 2020-08-07 11:04:20,874 - mmaction - INFO - Epoch [234][3200/3757] lr: 1.978e-03, eta: 19:29:59, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5500, loss: 1.5500, grad_norm: 7.5722 2020-08-07 11:04:36,708 - mmaction - INFO - Epoch [234][3220/3757] lr: 1.978e-03, eta: 19:29:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8422, loss_cls: 1.4851, loss: 1.4851, grad_norm: 7.4314 2020-08-07 11:04:52,476 - mmaction - INFO - Epoch [234][3240/3757] lr: 1.978e-03, eta: 19:29:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8328, loss_cls: 1.5715, loss: 1.5715, grad_norm: 7.5214 2020-08-07 11:05:08,264 - mmaction - INFO - Epoch [234][3260/3757] lr: 1.978e-03, eta: 19:29:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8320, loss_cls: 1.5521, loss: 1.5521, grad_norm: 7.7346 2020-08-07 11:05:24,032 - mmaction - INFO - Epoch [234][3280/3757] lr: 1.978e-03, eta: 19:28:51, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8305, loss_cls: 1.5607, loss: 1.5607, grad_norm: 7.4520 2020-08-07 11:05:39,783 - mmaction - INFO - Epoch [234][3300/3757] lr: 1.978e-03, eta: 19:28:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.4880, loss: 1.4880, grad_norm: 7.5734 2020-08-07 11:05:55,596 - mmaction - INFO - Epoch [234][3320/3757] lr: 1.978e-03, eta: 19:28:17, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8336, loss_cls: 1.5053, loss: 1.5053, grad_norm: 7.4888 2020-08-07 11:06:11,276 - mmaction - INFO - Epoch [234][3340/3757] lr: 1.978e-03, eta: 19:28:00, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8305, loss_cls: 1.5575, loss: 1.5575, grad_norm: 7.6176 2020-08-07 11:06:27,116 - mmaction - INFO - Epoch [234][3360/3757] lr: 1.978e-03, eta: 19:27:43, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8328, loss_cls: 1.5336, loss: 1.5336, grad_norm: 7.7442 2020-08-07 11:06:42,895 - mmaction - INFO - Epoch [234][3380/3757] lr: 1.978e-03, eta: 19:27:26, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8234, loss_cls: 1.5521, loss: 1.5521, grad_norm: 7.6336 2020-08-07 11:06:58,808 - mmaction - INFO - Epoch [234][3400/3757] lr: 1.978e-03, eta: 19:27:08, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8328, loss_cls: 1.4866, loss: 1.4866, grad_norm: 7.4983 2020-08-07 11:07:14,702 - mmaction - INFO - Epoch [234][3420/3757] lr: 1.978e-03, eta: 19:26:51, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8180, loss_cls: 1.5866, loss: 1.5866, grad_norm: 7.7867 2020-08-07 11:07:30,563 - mmaction - INFO - Epoch [234][3440/3757] lr: 1.978e-03, eta: 19:26:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8281, loss_cls: 1.5672, loss: 1.5672, grad_norm: 7.6827 2020-08-07 11:07:46,312 - mmaction - INFO - Epoch [234][3460/3757] lr: 1.978e-03, eta: 19:26:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8195, loss_cls: 1.5581, loss: 1.5581, grad_norm: 7.6564 2020-08-07 11:08:02,106 - mmaction - INFO - Epoch [234][3480/3757] lr: 1.978e-03, eta: 19:26:00, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8398, loss_cls: 1.4959, loss: 1.4959, grad_norm: 7.3899 2020-08-07 11:08:17,832 - mmaction - INFO - Epoch [234][3500/3757] lr: 1.978e-03, eta: 19:25:43, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8195, loss_cls: 1.6426, loss: 1.6426, grad_norm: 7.7678 2020-08-07 11:08:33,592 - mmaction - INFO - Epoch [234][3520/3757] lr: 1.978e-03, eta: 19:25:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8219, loss_cls: 1.5599, loss: 1.5599, grad_norm: 7.7484 2020-08-07 11:08:49,380 - mmaction - INFO - Epoch [234][3540/3757] lr: 1.978e-03, eta: 19:25:09, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8313, loss_cls: 1.5205, loss: 1.5205, grad_norm: 7.5429 2020-08-07 11:09:05,157 - mmaction - INFO - Epoch [234][3560/3757] lr: 1.978e-03, eta: 19:24:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8414, loss_cls: 1.4784, loss: 1.4784, grad_norm: 7.5716 2020-08-07 11:09:20,911 - mmaction - INFO - Epoch [234][3580/3757] lr: 1.978e-03, eta: 19:24:35, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8359, loss_cls: 1.5143, loss: 1.5143, grad_norm: 7.6634 2020-08-07 11:09:36,694 - mmaction - INFO - Epoch [234][3600/3757] lr: 1.978e-03, eta: 19:24:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8109, loss_cls: 1.6512, loss: 1.6512, grad_norm: 8.0418 2020-08-07 11:09:52,445 - mmaction - INFO - Epoch [234][3620/3757] lr: 1.978e-03, eta: 19:24:00, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8187, loss_cls: 1.6371, loss: 1.6371, grad_norm: 7.9687 2020-08-07 11:10:08,223 - mmaction - INFO - Epoch [234][3640/3757] lr: 1.978e-03, eta: 19:23:43, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8297, loss_cls: 1.5366, loss: 1.5366, grad_norm: 7.5709 2020-08-07 11:10:24,136 - mmaction - INFO - Epoch [234][3660/3757] lr: 1.978e-03, eta: 19:23:26, time: 0.795, data_time: 0.012, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8195, loss_cls: 1.6199, loss: 1.6199, grad_norm: 7.9443 2020-08-07 11:10:39,935 - mmaction - INFO - Epoch [234][3680/3757] lr: 1.978e-03, eta: 19:23:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8195, loss_cls: 1.5769, loss: 1.5769, grad_norm: 7.7077 2020-08-07 11:10:55,771 - mmaction - INFO - Epoch [234][3700/3757] lr: 1.978e-03, eta: 19:22:52, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8258, loss_cls: 1.5965, loss: 1.5965, grad_norm: 7.7443 2020-08-07 11:11:11,531 - mmaction - INFO - Epoch [234][3720/3757] lr: 1.978e-03, eta: 19:22:35, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8398, loss_cls: 1.5413, loss: 1.5413, grad_norm: 7.6296 2020-08-07 11:11:27,585 - mmaction - INFO - Epoch [234][3740/3757] lr: 1.978e-03, eta: 19:22:18, time: 0.803, data_time: 0.006, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8211, loss_cls: 1.6202, loss: 1.6202, grad_norm: 7.7139 2020-08-07 11:14:20,874 - mmaction - INFO - Epoch [235][20/3757] lr: 1.811e-03, eta: 19:22:13, time: 7.781, data_time: 6.973, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8305, loss_cls: 1.5143, loss: 1.5143, grad_norm: 7.2946 2020-08-07 11:14:36,934 - mmaction - INFO - Epoch [235][40/3757] lr: 1.811e-03, eta: 19:21:55, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8477, loss_cls: 1.4326, loss: 1.4326, grad_norm: 7.5066 2020-08-07 11:14:52,737 - mmaction - INFO - Epoch [235][60/3757] lr: 1.811e-03, eta: 19:21:38, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8414, loss_cls: 1.4675, loss: 1.4675, grad_norm: 7.4124 2020-08-07 11:15:08,629 - mmaction - INFO - Epoch [235][80/3757] lr: 1.811e-03, eta: 19:21:21, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8445, loss_cls: 1.5273, loss: 1.5273, grad_norm: 7.8207 2020-08-07 11:15:24,429 - mmaction - INFO - Epoch [235][100/3757] lr: 1.811e-03, eta: 19:21:04, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8367, loss_cls: 1.5413, loss: 1.5413, grad_norm: 7.6065 2020-08-07 11:15:40,449 - mmaction - INFO - Epoch [235][120/3757] lr: 1.811e-03, eta: 19:20:47, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8234, loss_cls: 1.5505, loss: 1.5505, grad_norm: 7.6825 2020-08-07 11:15:56,341 - mmaction - INFO - Epoch [235][140/3757] lr: 1.811e-03, eta: 19:20:30, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8359, loss_cls: 1.4781, loss: 1.4781, grad_norm: 7.5540 2020-08-07 11:16:12,199 - mmaction - INFO - Epoch [235][160/3757] lr: 1.811e-03, eta: 19:20:13, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8219, loss_cls: 1.5946, loss: 1.5946, grad_norm: 7.9601 2020-08-07 11:16:28,125 - mmaction - INFO - Epoch [235][180/3757] lr: 1.811e-03, eta: 19:19:56, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8406, loss_cls: 1.5175, loss: 1.5175, grad_norm: 7.5641 2020-08-07 11:16:43,944 - mmaction - INFO - Epoch [235][200/3757] lr: 1.811e-03, eta: 19:19:39, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8367, loss_cls: 1.5169, loss: 1.5169, grad_norm: 7.6230 2020-08-07 11:16:59,743 - mmaction - INFO - Epoch [235][220/3757] lr: 1.811e-03, eta: 19:19:22, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8602, loss_cls: 1.4052, loss: 1.4052, grad_norm: 7.6219 2020-08-07 11:17:15,722 - mmaction - INFO - Epoch [235][240/3757] lr: 1.811e-03, eta: 19:19:05, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8320, loss_cls: 1.4626, loss: 1.4626, grad_norm: 7.4555 2020-08-07 11:17:31,633 - mmaction - INFO - Epoch [235][260/3757] lr: 1.811e-03, eta: 19:18:48, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8336, loss_cls: 1.5364, loss: 1.5364, grad_norm: 7.6007 2020-08-07 11:17:47,543 - mmaction - INFO - Epoch [235][280/3757] lr: 1.811e-03, eta: 19:18:30, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8430, loss_cls: 1.5111, loss: 1.5111, grad_norm: 7.7978 2020-08-07 11:18:03,391 - mmaction - INFO - Epoch [235][300/3757] lr: 1.811e-03, eta: 19:18:13, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8211, loss_cls: 1.5668, loss: 1.5668, grad_norm: 8.0025 2020-08-07 11:18:19,292 - mmaction - INFO - Epoch [235][320/3757] lr: 1.811e-03, eta: 19:17:56, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8211, loss_cls: 1.5837, loss: 1.5837, grad_norm: 7.8717 2020-08-07 11:18:35,131 - mmaction - INFO - Epoch [235][340/3757] lr: 1.811e-03, eta: 19:17:39, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8336, loss_cls: 1.5052, loss: 1.5052, grad_norm: 7.5750 2020-08-07 11:18:51,112 - mmaction - INFO - Epoch [235][360/3757] lr: 1.811e-03, eta: 19:17:22, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8344, loss_cls: 1.5110, loss: 1.5110, grad_norm: 7.5609 2020-08-07 11:19:06,958 - mmaction - INFO - Epoch [235][380/3757] lr: 1.811e-03, eta: 19:17:05, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8125, loss_cls: 1.6102, loss: 1.6102, grad_norm: 7.7758 2020-08-07 11:19:22,719 - mmaction - INFO - Epoch [235][400/3757] lr: 1.811e-03, eta: 19:16:48, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8422, loss_cls: 1.5155, loss: 1.5155, grad_norm: 7.6047 2020-08-07 11:19:38,388 - mmaction - INFO - Epoch [235][420/3757] lr: 1.811e-03, eta: 19:16:31, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8367, loss_cls: 1.5592, loss: 1.5592, grad_norm: 7.7717 2020-08-07 11:19:54,165 - mmaction - INFO - Epoch [235][440/3757] lr: 1.811e-03, eta: 19:16:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8336, loss_cls: 1.4956, loss: 1.4956, grad_norm: 7.5156 2020-08-07 11:20:10,062 - mmaction - INFO - Epoch [235][460/3757] lr: 1.811e-03, eta: 19:15:57, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8484, loss_cls: 1.4502, loss: 1.4502, grad_norm: 7.5532 2020-08-07 11:20:25,845 - mmaction - INFO - Epoch [235][480/3757] lr: 1.811e-03, eta: 19:15:40, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8477, loss_cls: 1.4049, loss: 1.4049, grad_norm: 7.3343 2020-08-07 11:20:41,674 - mmaction - INFO - Epoch [235][500/3757] lr: 1.811e-03, eta: 19:15:22, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8297, loss_cls: 1.5374, loss: 1.5374, grad_norm: 7.6142 2020-08-07 11:20:57,492 - mmaction - INFO - Epoch [235][520/3757] lr: 1.811e-03, eta: 19:15:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8266, loss_cls: 1.5367, loss: 1.5367, grad_norm: 7.6226 2020-08-07 11:21:13,370 - mmaction - INFO - Epoch [235][540/3757] lr: 1.811e-03, eta: 19:14:48, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8461, loss_cls: 1.4513, loss: 1.4513, grad_norm: 7.3860 2020-08-07 11:21:29,270 - mmaction - INFO - Epoch [235][560/3757] lr: 1.811e-03, eta: 19:14:31, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8234, loss_cls: 1.5652, loss: 1.5652, grad_norm: 7.5758 2020-08-07 11:21:45,051 - mmaction - INFO - Epoch [235][580/3757] lr: 1.811e-03, eta: 19:14:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8227, loss_cls: 1.5561, loss: 1.5561, grad_norm: 7.5595 2020-08-07 11:22:01,023 - mmaction - INFO - Epoch [235][600/3757] lr: 1.811e-03, eta: 19:13:57, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8547, loss_cls: 1.4468, loss: 1.4468, grad_norm: 7.3715 2020-08-07 11:22:16,788 - mmaction - INFO - Epoch [235][620/3757] lr: 1.811e-03, eta: 19:13:40, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8398, loss_cls: 1.5182, loss: 1.5182, grad_norm: 7.5532 2020-08-07 11:22:32,657 - mmaction - INFO - Epoch [235][640/3757] lr: 1.811e-03, eta: 19:13:23, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8273, loss_cls: 1.5233, loss: 1.5233, grad_norm: 7.4786 2020-08-07 11:22:48,501 - mmaction - INFO - Epoch [235][660/3757] lr: 1.811e-03, eta: 19:13:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8430, loss_cls: 1.4755, loss: 1.4755, grad_norm: 7.3632 2020-08-07 11:23:04,293 - mmaction - INFO - Epoch [235][680/3757] lr: 1.811e-03, eta: 19:12:49, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8141, loss_cls: 1.5573, loss: 1.5573, grad_norm: 7.6423 2020-08-07 11:23:20,121 - mmaction - INFO - Epoch [235][700/3757] lr: 1.811e-03, eta: 19:12:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8273, loss_cls: 1.5014, loss: 1.5014, grad_norm: 7.4127 2020-08-07 11:23:35,902 - mmaction - INFO - Epoch [235][720/3757] lr: 1.811e-03, eta: 19:12:14, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8383, loss_cls: 1.5068, loss: 1.5068, grad_norm: 7.5710 2020-08-07 11:23:52,557 - mmaction - INFO - Epoch [235][740/3757] lr: 1.811e-03, eta: 19:11:58, time: 0.832, data_time: 0.005, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8469, loss_cls: 1.4303, loss: 1.4303, grad_norm: 7.2182 2020-08-07 11:24:08,340 - mmaction - INFO - Epoch [235][760/3757] lr: 1.811e-03, eta: 19:11:40, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8203, loss_cls: 1.5771, loss: 1.5771, grad_norm: 7.9869 2020-08-07 11:24:26,189 - mmaction - INFO - Epoch [235][780/3757] lr: 1.811e-03, eta: 19:11:24, time: 0.892, data_time: 0.003, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8266, loss_cls: 1.5689, loss: 1.5689, grad_norm: 7.8334 2020-08-07 11:24:42,006 - mmaction - INFO - Epoch [235][800/3757] lr: 1.811e-03, eta: 19:11:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8266, loss_cls: 1.6024, loss: 1.6024, grad_norm: 7.6044 2020-08-07 11:24:57,959 - mmaction - INFO - Epoch [235][820/3757] lr: 1.811e-03, eta: 19:10:50, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8430, loss_cls: 1.4921, loss: 1.4921, grad_norm: 7.6474 2020-08-07 11:25:13,985 - mmaction - INFO - Epoch [235][840/3757] lr: 1.811e-03, eta: 19:10:33, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8391, loss_cls: 1.5346, loss: 1.5346, grad_norm: 7.8937 2020-08-07 11:25:30,211 - mmaction - INFO - Epoch [235][860/3757] lr: 1.811e-03, eta: 19:10:16, time: 0.811, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.5206, loss: 1.5206, grad_norm: 7.6016 2020-08-07 11:25:46,918 - mmaction - INFO - Epoch [235][880/3757] lr: 1.811e-03, eta: 19:09:59, time: 0.835, data_time: 0.004, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8258, loss_cls: 1.5525, loss: 1.5525, grad_norm: 7.6516 2020-08-07 11:26:03,327 - mmaction - INFO - Epoch [235][900/3757] lr: 1.811e-03, eta: 19:09:42, time: 0.819, data_time: 0.019, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8508, loss_cls: 1.4173, loss: 1.4173, grad_norm: 7.3740 2020-08-07 11:26:19,422 - mmaction - INFO - Epoch [235][920/3757] lr: 1.811e-03, eta: 19:09:25, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8344, loss_cls: 1.5626, loss: 1.5626, grad_norm: 7.8306 2020-08-07 11:26:40,232 - mmaction - INFO - Epoch [235][940/3757] lr: 1.811e-03, eta: 19:09:09, time: 1.040, data_time: 0.206, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8086, loss_cls: 1.6410, loss: 1.6410, grad_norm: 7.8949 2020-08-07 11:26:56,062 - mmaction - INFO - Epoch [235][960/3757] lr: 1.811e-03, eta: 19:08:51, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8250, loss_cls: 1.5703, loss: 1.5703, grad_norm: 7.8100 2020-08-07 11:27:12,034 - mmaction - INFO - Epoch [235][980/3757] lr: 1.811e-03, eta: 19:08:34, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8320, loss_cls: 1.5110, loss: 1.5110, grad_norm: 7.4566 2020-08-07 11:27:31,810 - mmaction - INFO - Epoch [235][1000/3757] lr: 1.811e-03, eta: 19:08:18, time: 0.989, data_time: 0.202, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8617, loss_cls: 1.4250, loss: 1.4250, grad_norm: 7.5281 2020-08-07 11:27:47,997 - mmaction - INFO - Epoch [235][1020/3757] lr: 1.811e-03, eta: 19:08:01, time: 0.810, data_time: 0.025, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8516, loss_cls: 1.4321, loss: 1.4321, grad_norm: 7.6653 2020-08-07 11:28:03,785 - mmaction - INFO - Epoch [235][1040/3757] lr: 1.811e-03, eta: 19:07:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8211, loss_cls: 1.5981, loss: 1.5981, grad_norm: 7.9084 2020-08-07 11:28:19,591 - mmaction - INFO - Epoch [235][1060/3757] lr: 1.811e-03, eta: 19:07:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8391, loss_cls: 1.5451, loss: 1.5451, grad_norm: 7.7192 2020-08-07 11:28:35,806 - mmaction - INFO - Epoch [235][1080/3757] lr: 1.811e-03, eta: 19:07:10, time: 0.811, data_time: 0.003, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8406, loss_cls: 1.4730, loss: 1.4730, grad_norm: 7.5414 2020-08-07 11:28:51,605 - mmaction - INFO - Epoch [235][1100/3757] lr: 1.811e-03, eta: 19:06:53, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8203, loss_cls: 1.5441, loss: 1.5441, grad_norm: 7.4923 2020-08-07 11:29:07,671 - mmaction - INFO - Epoch [235][1120/3757] lr: 1.811e-03, eta: 19:06:36, time: 0.803, data_time: 0.010, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.5089, loss: 1.5089, grad_norm: 7.4879 2020-08-07 11:29:23,464 - mmaction - INFO - Epoch [235][1140/3757] lr: 1.811e-03, eta: 19:06:19, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8336, loss_cls: 1.5275, loss: 1.5275, grad_norm: 7.7942 2020-08-07 11:29:39,292 - mmaction - INFO - Epoch [235][1160/3757] lr: 1.811e-03, eta: 19:06:02, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8234, loss_cls: 1.5842, loss: 1.5842, grad_norm: 7.6970 2020-08-07 11:29:55,165 - mmaction - INFO - Epoch [235][1180/3757] lr: 1.811e-03, eta: 19:05:45, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8203, loss_cls: 1.5935, loss: 1.5935, grad_norm: 7.6235 2020-08-07 11:30:11,275 - mmaction - INFO - Epoch [235][1200/3757] lr: 1.811e-03, eta: 19:05:27, time: 0.806, data_time: 0.002, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.4135, loss: 1.4135, grad_norm: 7.4458 2020-08-07 11:30:27,403 - mmaction - INFO - Epoch [235][1220/3757] lr: 1.811e-03, eta: 19:05:10, time: 0.806, data_time: 0.002, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8320, loss_cls: 1.5084, loss: 1.5084, grad_norm: 7.6181 2020-08-07 11:30:44,219 - mmaction - INFO - Epoch [235][1240/3757] lr: 1.811e-03, eta: 19:04:54, time: 0.841, data_time: 0.003, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8313, loss_cls: 1.5407, loss: 1.5407, grad_norm: 7.5555 2020-08-07 11:31:00,027 - mmaction - INFO - Epoch [235][1260/3757] lr: 1.811e-03, eta: 19:04:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8320, loss_cls: 1.5527, loss: 1.5527, grad_norm: 7.8037 2020-08-07 11:31:15,866 - mmaction - INFO - Epoch [235][1280/3757] lr: 1.811e-03, eta: 19:04:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8320, loss_cls: 1.5523, loss: 1.5523, grad_norm: 7.7171 2020-08-07 11:31:31,698 - mmaction - INFO - Epoch [235][1300/3757] lr: 1.811e-03, eta: 19:04:02, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8414, loss_cls: 1.5014, loss: 1.5014, grad_norm: 7.7043 2020-08-07 11:31:48,451 - mmaction - INFO - Epoch [235][1320/3757] lr: 1.811e-03, eta: 19:03:45, time: 0.836, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8156, loss_cls: 1.5750, loss: 1.5750, grad_norm: 7.7630 2020-08-07 11:32:04,139 - mmaction - INFO - Epoch [235][1340/3757] lr: 1.811e-03, eta: 19:03:28, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8336, loss_cls: 1.5034, loss: 1.5034, grad_norm: 7.7531 2020-08-07 11:32:25,335 - mmaction - INFO - Epoch [235][1360/3757] lr: 1.811e-03, eta: 19:03:12, time: 1.059, data_time: 0.024, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8570, loss_cls: 1.4507, loss: 1.4507, grad_norm: 7.7153 2020-08-07 11:32:41,292 - mmaction - INFO - Epoch [235][1380/3757] lr: 1.811e-03, eta: 19:02:55, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8273, loss_cls: 1.5735, loss: 1.5735, grad_norm: 7.7032 2020-08-07 11:32:58,404 - mmaction - INFO - Epoch [235][1400/3757] lr: 1.811e-03, eta: 19:02:38, time: 0.855, data_time: 0.003, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8344, loss_cls: 1.4953, loss: 1.4953, grad_norm: 7.5313 2020-08-07 11:33:14,791 - mmaction - INFO - Epoch [235][1420/3757] lr: 1.811e-03, eta: 19:02:21, time: 0.820, data_time: 0.004, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8227, loss_cls: 1.5159, loss: 1.5159, grad_norm: 7.7388 2020-08-07 11:33:33,983 - mmaction - INFO - Epoch [235][1440/3757] lr: 1.811e-03, eta: 19:02:05, time: 0.957, data_time: 0.003, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8305, loss_cls: 1.5252, loss: 1.5252, grad_norm: 7.6871 2020-08-07 11:33:50,017 - mmaction - INFO - Epoch [235][1460/3757] lr: 1.811e-03, eta: 19:01:48, time: 0.804, data_time: 0.006, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8430, loss_cls: 1.4926, loss: 1.4926, grad_norm: 7.5755 2020-08-07 11:34:06,171 - mmaction - INFO - Epoch [235][1480/3757] lr: 1.811e-03, eta: 19:01:31, time: 0.808, data_time: 0.000, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8383, loss_cls: 1.4627, loss: 1.4627, grad_norm: 7.5012 2020-08-07 11:34:22,564 - mmaction - INFO - Epoch [235][1500/3757] lr: 1.811e-03, eta: 19:01:14, time: 0.817, data_time: 0.001, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8297, loss_cls: 1.5126, loss: 1.5126, grad_norm: 7.5748 2020-08-07 11:34:39,711 - mmaction - INFO - Epoch [235][1520/3757] lr: 1.811e-03, eta: 19:00:57, time: 0.860, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8336, loss_cls: 1.4429, loss: 1.4429, grad_norm: 7.4402 2020-08-07 11:35:00,074 - mmaction - INFO - Epoch [235][1540/3757] lr: 1.811e-03, eta: 19:00:41, time: 1.018, data_time: 0.001, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8305, loss_cls: 1.5130, loss: 1.5130, grad_norm: 7.8147 2020-08-07 11:35:21,194 - mmaction - INFO - Epoch [235][1560/3757] lr: 1.811e-03, eta: 19:00:25, time: 1.055, data_time: 0.001, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8320, loss_cls: 1.5539, loss: 1.5539, grad_norm: 7.7405 2020-08-07 11:35:37,498 - mmaction - INFO - Epoch [235][1580/3757] lr: 1.811e-03, eta: 19:00:08, time: 0.815, data_time: 0.003, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8383, loss_cls: 1.4659, loss: 1.4659, grad_norm: 7.3438 2020-08-07 11:35:53,819 - mmaction - INFO - Epoch [235][1600/3757] lr: 1.811e-03, eta: 18:59:51, time: 0.816, data_time: 0.002, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8102, loss_cls: 1.6120, loss: 1.6120, grad_norm: 7.8878 2020-08-07 11:36:10,319 - mmaction - INFO - Epoch [235][1620/3757] lr: 1.811e-03, eta: 18:59:34, time: 0.824, data_time: 0.002, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8328, loss_cls: 1.5039, loss: 1.5039, grad_norm: 7.6326 2020-08-07 11:36:26,791 - mmaction - INFO - Epoch [235][1640/3757] lr: 1.811e-03, eta: 18:59:17, time: 0.826, data_time: 0.005, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8578, loss_cls: 1.4198, loss: 1.4198, grad_norm: 7.4358 2020-08-07 11:36:43,242 - mmaction - INFO - Epoch [235][1660/3757] lr: 1.811e-03, eta: 18:59:00, time: 0.823, data_time: 0.001, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8336, loss_cls: 1.5312, loss: 1.5312, grad_norm: 7.8385 2020-08-07 11:36:59,567 - mmaction - INFO - Epoch [235][1680/3757] lr: 1.811e-03, eta: 18:58:43, time: 0.815, data_time: 0.001, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8305, loss_cls: 1.5714, loss: 1.5714, grad_norm: 7.7874 2020-08-07 11:37:16,051 - mmaction - INFO - Epoch [235][1700/3757] lr: 1.811e-03, eta: 18:58:26, time: 0.825, data_time: 0.002, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8320, loss_cls: 1.5282, loss: 1.5282, grad_norm: 7.7951 2020-08-07 11:37:32,517 - mmaction - INFO - Epoch [235][1720/3757] lr: 1.811e-03, eta: 18:58:09, time: 0.823, data_time: 0.002, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8133, loss_cls: 1.5777, loss: 1.5777, grad_norm: 7.7382 2020-08-07 11:37:48,847 - mmaction - INFO - Epoch [235][1740/3757] lr: 1.811e-03, eta: 18:57:52, time: 0.815, data_time: 0.002, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.5001, loss: 1.5001, grad_norm: 7.5804 2020-08-07 11:38:05,297 - mmaction - INFO - Epoch [235][1760/3757] lr: 1.811e-03, eta: 18:57:35, time: 0.824, data_time: 0.004, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8453, loss_cls: 1.5132, loss: 1.5132, grad_norm: 7.9913 2020-08-07 11:38:21,747 - mmaction - INFO - Epoch [235][1780/3757] lr: 1.811e-03, eta: 18:57:18, time: 0.823, data_time: 0.002, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8266, loss_cls: 1.5688, loss: 1.5688, grad_norm: 7.8450 2020-08-07 11:38:38,359 - mmaction - INFO - Epoch [235][1800/3757] lr: 1.811e-03, eta: 18:57:01, time: 0.831, data_time: 0.002, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8258, loss_cls: 1.5254, loss: 1.5254, grad_norm: 7.5606 2020-08-07 11:38:54,786 - mmaction - INFO - Epoch [235][1820/3757] lr: 1.811e-03, eta: 18:56:44, time: 0.822, data_time: 0.001, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8281, loss_cls: 1.5902, loss: 1.5902, grad_norm: 7.9562 2020-08-07 11:39:11,137 - mmaction - INFO - Epoch [235][1840/3757] lr: 1.811e-03, eta: 18:56:27, time: 0.816, data_time: 0.001, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8242, loss_cls: 1.5710, loss: 1.5710, grad_norm: 7.7150 2020-08-07 11:39:27,640 - mmaction - INFO - Epoch [235][1860/3757] lr: 1.811e-03, eta: 18:56:10, time: 0.826, data_time: 0.003, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8352, loss_cls: 1.5522, loss: 1.5522, grad_norm: 7.7574 2020-08-07 11:39:43,980 - mmaction - INFO - Epoch [235][1880/3757] lr: 1.811e-03, eta: 18:55:53, time: 0.816, data_time: 0.001, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8398, loss_cls: 1.4572, loss: 1.4572, grad_norm: 7.4922 2020-08-07 11:40:00,458 - mmaction - INFO - Epoch [235][1900/3757] lr: 1.811e-03, eta: 18:55:37, time: 0.824, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8281, loss_cls: 1.5575, loss: 1.5575, grad_norm: 7.7482 2020-08-07 11:40:16,842 - mmaction - INFO - Epoch [235][1920/3757] lr: 1.811e-03, eta: 18:55:20, time: 0.820, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8320, loss_cls: 1.5351, loss: 1.5351, grad_norm: 7.7351 2020-08-07 11:40:33,339 - mmaction - INFO - Epoch [235][1940/3757] lr: 1.811e-03, eta: 18:55:03, time: 0.825, data_time: 0.002, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8305, loss_cls: 1.4846, loss: 1.4846, grad_norm: 7.7738 2020-08-07 11:40:49,770 - mmaction - INFO - Epoch [235][1960/3757] lr: 1.811e-03, eta: 18:54:46, time: 0.822, data_time: 0.003, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8297, loss_cls: 1.5252, loss: 1.5252, grad_norm: 7.6579 2020-08-07 11:41:06,322 - mmaction - INFO - Epoch [235][1980/3757] lr: 1.811e-03, eta: 18:54:29, time: 0.826, data_time: 0.002, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8227, loss_cls: 1.5979, loss: 1.5979, grad_norm: 7.7789 2020-08-07 11:41:22,698 - mmaction - INFO - Epoch [235][2000/3757] lr: 1.811e-03, eta: 18:54:12, time: 0.821, data_time: 0.008, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8391, loss_cls: 1.5147, loss: 1.5147, grad_norm: 7.6672 2020-08-07 11:41:39,138 - mmaction - INFO - Epoch [235][2020/3757] lr: 1.811e-03, eta: 18:53:55, time: 0.820, data_time: 0.001, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8219, loss_cls: 1.6245, loss: 1.6245, grad_norm: 7.8582 2020-08-07 11:41:55,607 - mmaction - INFO - Epoch [235][2040/3757] lr: 1.811e-03, eta: 18:53:38, time: 0.823, data_time: 0.003, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8398, loss_cls: 1.5271, loss: 1.5271, grad_norm: 7.5969 2020-08-07 11:42:12,023 - mmaction - INFO - Epoch [235][2060/3757] lr: 1.811e-03, eta: 18:53:21, time: 0.822, data_time: 0.003, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8273, loss_cls: 1.5830, loss: 1.5830, grad_norm: 7.6413 2020-08-07 11:42:28,469 - mmaction - INFO - Epoch [235][2080/3757] lr: 1.811e-03, eta: 18:53:04, time: 0.820, data_time: 0.002, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8242, loss_cls: 1.5453, loss: 1.5453, grad_norm: 7.8057 2020-08-07 11:42:44,710 - mmaction - INFO - Epoch [235][2100/3757] lr: 1.811e-03, eta: 18:52:47, time: 0.815, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8219, loss_cls: 1.5873, loss: 1.5873, grad_norm: 7.9308 2020-08-07 11:43:01,219 - mmaction - INFO - Epoch [235][2120/3757] lr: 1.811e-03, eta: 18:52:30, time: 0.823, data_time: 0.001, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8398, loss_cls: 1.5125, loss: 1.5125, grad_norm: 7.9022 2020-08-07 11:43:17,554 - mmaction - INFO - Epoch [235][2140/3757] lr: 1.811e-03, eta: 18:52:13, time: 0.819, data_time: 0.003, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8367, loss_cls: 1.5576, loss: 1.5576, grad_norm: 7.8318 2020-08-07 11:43:33,866 - mmaction - INFO - Epoch [235][2160/3757] lr: 1.811e-03, eta: 18:51:56, time: 0.816, data_time: 0.003, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8328, loss_cls: 1.5385, loss: 1.5385, grad_norm: 7.6590 2020-08-07 11:43:50,317 - mmaction - INFO - Epoch [235][2180/3757] lr: 1.811e-03, eta: 18:51:39, time: 0.821, data_time: 0.001, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8453, loss_cls: 1.5155, loss: 1.5155, grad_norm: 7.7249 2020-08-07 11:44:06,668 - mmaction - INFO - Epoch [235][2200/3757] lr: 1.811e-03, eta: 18:51:22, time: 0.819, data_time: 0.002, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8531, loss_cls: 1.4952, loss: 1.4952, grad_norm: 7.6175 2020-08-07 11:44:23,116 - mmaction - INFO - Epoch [235][2220/3757] lr: 1.811e-03, eta: 18:51:05, time: 0.822, data_time: 0.001, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8211, loss_cls: 1.5642, loss: 1.5642, grad_norm: 7.7554 2020-08-07 11:44:39,655 - mmaction - INFO - Epoch [235][2240/3757] lr: 1.811e-03, eta: 18:50:48, time: 0.825, data_time: 0.001, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8273, loss_cls: 1.5833, loss: 1.5833, grad_norm: 7.9393 2020-08-07 11:44:56,017 - mmaction - INFO - Epoch [235][2260/3757] lr: 1.811e-03, eta: 18:50:31, time: 0.818, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8234, loss_cls: 1.6060, loss: 1.6060, grad_norm: 7.7979 2020-08-07 11:45:12,524 - mmaction - INFO - Epoch [235][2280/3757] lr: 1.811e-03, eta: 18:50:14, time: 0.824, data_time: 0.002, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8164, loss_cls: 1.5797, loss: 1.5797, grad_norm: 7.8670 2020-08-07 11:45:28,964 - mmaction - INFO - Epoch [235][2300/3757] lr: 1.811e-03, eta: 18:49:57, time: 0.824, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8383, loss_cls: 1.5003, loss: 1.5003, grad_norm: 7.7195 2020-08-07 11:45:45,318 - mmaction - INFO - Epoch [235][2320/3757] lr: 1.811e-03, eta: 18:49:40, time: 0.816, data_time: 0.002, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8281, loss_cls: 1.5906, loss: 1.5906, grad_norm: 7.8368 2020-08-07 11:46:01,675 - mmaction - INFO - Epoch [235][2340/3757] lr: 1.811e-03, eta: 18:49:23, time: 0.819, data_time: 0.003, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8234, loss_cls: 1.5700, loss: 1.5700, grad_norm: 7.7112 2020-08-07 11:46:18,138 - mmaction - INFO - Epoch [235][2360/3757] lr: 1.811e-03, eta: 18:49:06, time: 0.824, data_time: 0.002, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8148, loss_cls: 1.5793, loss: 1.5793, grad_norm: 7.7487 2020-08-07 11:46:34,531 - mmaction - INFO - Epoch [235][2380/3757] lr: 1.811e-03, eta: 18:48:49, time: 0.816, data_time: 0.001, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8297, loss_cls: 1.6352, loss: 1.6352, grad_norm: 8.0825 2020-08-07 11:46:51,015 - mmaction - INFO - Epoch [235][2400/3757] lr: 1.811e-03, eta: 18:48:32, time: 0.826, data_time: 0.004, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8164, loss_cls: 1.6114, loss: 1.6114, grad_norm: 7.8802 2020-08-07 11:47:07,396 - mmaction - INFO - Epoch [235][2420/3757] lr: 1.811e-03, eta: 18:48:15, time: 0.816, data_time: 0.001, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8297, loss_cls: 1.5388, loss: 1.5388, grad_norm: 7.8259 2020-08-07 11:47:23,905 - mmaction - INFO - Epoch [235][2440/3757] lr: 1.811e-03, eta: 18:47:58, time: 0.827, data_time: 0.004, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8320, loss_cls: 1.4560, loss: 1.4560, grad_norm: 7.7371 2020-08-07 11:47:40,369 - mmaction - INFO - Epoch [235][2460/3757] lr: 1.811e-03, eta: 18:47:42, time: 0.822, data_time: 0.002, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8367, loss_cls: 1.5312, loss: 1.5312, grad_norm: 7.8837 2020-08-07 11:47:56,771 - mmaction - INFO - Epoch [235][2480/3757] lr: 1.811e-03, eta: 18:47:25, time: 0.822, data_time: 0.003, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8469, loss_cls: 1.4795, loss: 1.4795, grad_norm: 7.6677 2020-08-07 11:48:13,219 - mmaction - INFO - Epoch [235][2500/3757] lr: 1.811e-03, eta: 18:47:08, time: 0.821, data_time: 0.002, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8266, loss_cls: 1.5985, loss: 1.5985, grad_norm: 7.8645 2020-08-07 11:48:29,676 - mmaction - INFO - Epoch [235][2520/3757] lr: 1.811e-03, eta: 18:46:51, time: 0.822, data_time: 0.003, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8234, loss_cls: 1.5867, loss: 1.5867, grad_norm: 7.5891 2020-08-07 11:48:46,147 - mmaction - INFO - Epoch [235][2540/3757] lr: 1.811e-03, eta: 18:46:34, time: 0.824, data_time: 0.004, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8148, loss_cls: 1.5907, loss: 1.5907, grad_norm: 7.8226 2020-08-07 11:49:02,493 - mmaction - INFO - Epoch [235][2560/3757] lr: 1.811e-03, eta: 18:46:17, time: 0.818, data_time: 0.007, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8359, loss_cls: 1.4901, loss: 1.4901, grad_norm: 7.4546 2020-08-07 11:49:18,967 - mmaction - INFO - Epoch [235][2580/3757] lr: 1.811e-03, eta: 18:46:00, time: 0.826, data_time: 0.003, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8273, loss_cls: 1.4985, loss: 1.4985, grad_norm: 7.5517 2020-08-07 11:49:35,407 - mmaction - INFO - Epoch [235][2600/3757] lr: 1.811e-03, eta: 18:45:43, time: 0.822, data_time: 0.001, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8297, loss_cls: 1.5764, loss: 1.5764, grad_norm: 7.7995 2020-08-07 11:49:51,911 - mmaction - INFO - Epoch [235][2620/3757] lr: 1.811e-03, eta: 18:45:26, time: 0.824, data_time: 0.001, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8336, loss_cls: 1.5704, loss: 1.5704, grad_norm: 7.6023 2020-08-07 11:50:08,483 - mmaction - INFO - Epoch [235][2640/3757] lr: 1.811e-03, eta: 18:45:09, time: 0.828, data_time: 0.002, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8555, loss_cls: 1.4641, loss: 1.4641, grad_norm: 7.7635 2020-08-07 11:50:25,016 - mmaction - INFO - Epoch [235][2660/3757] lr: 1.811e-03, eta: 18:44:52, time: 0.825, data_time: 0.005, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8328, loss_cls: 1.5361, loss: 1.5361, grad_norm: 7.7324 2020-08-07 11:50:41,309 - mmaction - INFO - Epoch [235][2680/3757] lr: 1.811e-03, eta: 18:44:35, time: 0.817, data_time: 0.004, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8164, loss_cls: 1.6278, loss: 1.6278, grad_norm: 7.8692 2020-08-07 11:50:57,748 - mmaction - INFO - Epoch [235][2700/3757] lr: 1.811e-03, eta: 18:44:18, time: 0.822, data_time: 0.001, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8258, loss_cls: 1.5451, loss: 1.5451, grad_norm: 7.8180 2020-08-07 11:51:14,209 - mmaction - INFO - Epoch [235][2720/3757] lr: 1.811e-03, eta: 18:44:01, time: 0.821, data_time: 0.001, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8328, loss_cls: 1.5551, loss: 1.5551, grad_norm: 7.8657 2020-08-07 11:51:30,686 - mmaction - INFO - Epoch [235][2740/3757] lr: 1.811e-03, eta: 18:43:44, time: 0.826, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8414, loss_cls: 1.4944, loss: 1.4944, grad_norm: 7.7474 2020-08-07 11:51:47,211 - mmaction - INFO - Epoch [235][2760/3757] lr: 1.811e-03, eta: 18:43:27, time: 0.825, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8055, loss_cls: 1.6870, loss: 1.6870, grad_norm: 7.9105 2020-08-07 11:52:03,396 - mmaction - INFO - Epoch [235][2780/3757] lr: 1.811e-03, eta: 18:43:10, time: 0.809, data_time: 0.003, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8516, loss_cls: 1.4769, loss: 1.4769, grad_norm: 7.6329 2020-08-07 11:52:19,819 - mmaction - INFO - Epoch [235][2800/3757] lr: 1.811e-03, eta: 18:42:53, time: 0.821, data_time: 0.005, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8289, loss_cls: 1.5271, loss: 1.5271, grad_norm: 7.4817 2020-08-07 11:52:36,519 - mmaction - INFO - Epoch [235][2820/3757] lr: 1.811e-03, eta: 18:42:36, time: 0.834, data_time: 0.002, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8242, loss_cls: 1.5787, loss: 1.5787, grad_norm: 7.7685 2020-08-07 11:52:52,910 - mmaction - INFO - Epoch [235][2840/3757] lr: 1.811e-03, eta: 18:42:19, time: 0.820, data_time: 0.007, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8305, loss_cls: 1.4827, loss: 1.4827, grad_norm: 7.5846 2020-08-07 11:53:09,238 - mmaction - INFO - Epoch [235][2860/3757] lr: 1.811e-03, eta: 18:42:02, time: 0.817, data_time: 0.003, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8242, loss_cls: 1.5079, loss: 1.5079, grad_norm: 7.7316 2020-08-07 11:53:25,559 - mmaction - INFO - Epoch [235][2880/3757] lr: 1.811e-03, eta: 18:41:45, time: 0.817, data_time: 0.003, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8508, loss_cls: 1.4114, loss: 1.4114, grad_norm: 7.2746 2020-08-07 11:53:41,989 - mmaction - INFO - Epoch [235][2900/3757] lr: 1.811e-03, eta: 18:41:28, time: 0.821, data_time: 0.002, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8305, loss_cls: 1.5201, loss: 1.5201, grad_norm: 7.6199 2020-08-07 11:53:58,363 - mmaction - INFO - Epoch [235][2920/3757] lr: 1.811e-03, eta: 18:41:11, time: 0.818, data_time: 0.003, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4329, loss: 1.4329, grad_norm: 7.4586 2020-08-07 11:54:14,699 - mmaction - INFO - Epoch [235][2940/3757] lr: 1.811e-03, eta: 18:40:54, time: 0.818, data_time: 0.003, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8328, loss_cls: 1.5389, loss: 1.5389, grad_norm: 7.7490 2020-08-07 11:54:31,219 - mmaction - INFO - Epoch [235][2960/3757] lr: 1.811e-03, eta: 18:40:37, time: 0.825, data_time: 0.002, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8156, loss_cls: 1.6561, loss: 1.6561, grad_norm: 7.9000 2020-08-07 11:54:47,637 - mmaction - INFO - Epoch [235][2980/3757] lr: 1.811e-03, eta: 18:40:20, time: 0.821, data_time: 0.003, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8086, loss_cls: 1.5891, loss: 1.5891, grad_norm: 7.6205 2020-08-07 11:55:04,240 - mmaction - INFO - Epoch [235][3000/3757] lr: 1.811e-03, eta: 18:40:04, time: 0.830, data_time: 0.002, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8398, loss_cls: 1.5002, loss: 1.5002, grad_norm: 7.5532 2020-08-07 11:55:20,621 - mmaction - INFO - Epoch [235][3020/3757] lr: 1.811e-03, eta: 18:39:47, time: 0.818, data_time: 0.003, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8367, loss_cls: 1.4847, loss: 1.4847, grad_norm: 7.4422 2020-08-07 11:55:37,074 - mmaction - INFO - Epoch [235][3040/3757] lr: 1.811e-03, eta: 18:39:30, time: 0.824, data_time: 0.004, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8211, loss_cls: 1.5814, loss: 1.5814, grad_norm: 7.7244 2020-08-07 11:55:53,370 - mmaction - INFO - Epoch [235][3060/3757] lr: 1.811e-03, eta: 18:39:13, time: 0.816, data_time: 0.003, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5445, loss: 1.5445, grad_norm: 7.8084 2020-08-07 11:56:09,697 - mmaction - INFO - Epoch [235][3080/3757] lr: 1.811e-03, eta: 18:38:56, time: 0.817, data_time: 0.001, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8289, loss_cls: 1.5385, loss: 1.5385, grad_norm: 7.5894 2020-08-07 11:56:26,094 - mmaction - INFO - Epoch [235][3100/3757] lr: 1.811e-03, eta: 18:38:39, time: 0.817, data_time: 0.001, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8320, loss_cls: 1.5401, loss: 1.5401, grad_norm: 7.5621 2020-08-07 11:56:42,560 - mmaction - INFO - Epoch [235][3120/3757] lr: 1.811e-03, eta: 18:38:22, time: 0.825, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8570, loss_cls: 1.4532, loss: 1.4532, grad_norm: 7.6859 2020-08-07 11:56:59,156 - mmaction - INFO - Epoch [235][3140/3757] lr: 1.811e-03, eta: 18:38:05, time: 0.828, data_time: 0.007, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8203, loss_cls: 1.5616, loss: 1.5616, grad_norm: 7.6761 2020-08-07 11:57:15,617 - mmaction - INFO - Epoch [235][3160/3757] lr: 1.811e-03, eta: 18:37:48, time: 0.823, data_time: 0.004, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.5385, loss: 1.5385, grad_norm: 7.7836 2020-08-07 11:57:32,111 - mmaction - INFO - Epoch [235][3180/3757] lr: 1.811e-03, eta: 18:37:31, time: 0.827, data_time: 0.003, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8117, loss_cls: 1.5837, loss: 1.5837, grad_norm: 7.5398 2020-08-07 11:57:48,369 - mmaction - INFO - Epoch [235][3200/3757] lr: 1.811e-03, eta: 18:37:14, time: 0.813, data_time: 0.001, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8305, loss_cls: 1.4837, loss: 1.4837, grad_norm: 7.4320 2020-08-07 11:58:04,720 - mmaction - INFO - Epoch [235][3220/3757] lr: 1.811e-03, eta: 18:36:57, time: 0.815, data_time: 0.001, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8094, loss_cls: 1.5887, loss: 1.5887, grad_norm: 7.8591 2020-08-07 11:58:21,071 - mmaction - INFO - Epoch [235][3240/3757] lr: 1.811e-03, eta: 18:36:40, time: 0.820, data_time: 0.004, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8117, loss_cls: 1.6715, loss: 1.6715, grad_norm: 8.0051 2020-08-07 11:58:37,515 - mmaction - INFO - Epoch [235][3260/3757] lr: 1.811e-03, eta: 18:36:23, time: 0.822, data_time: 0.001, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8336, loss_cls: 1.5041, loss: 1.5041, grad_norm: 7.6599 2020-08-07 11:58:53,959 - mmaction - INFO - Epoch [235][3280/3757] lr: 1.811e-03, eta: 18:36:06, time: 0.821, data_time: 0.001, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8359, loss_cls: 1.5344, loss: 1.5344, grad_norm: 7.9160 2020-08-07 11:59:10,329 - mmaction - INFO - Epoch [235][3300/3757] lr: 1.811e-03, eta: 18:35:49, time: 0.818, data_time: 0.002, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8344, loss_cls: 1.5196, loss: 1.5196, grad_norm: 7.6614 2020-08-07 11:59:26,779 - mmaction - INFO - Epoch [235][3320/3757] lr: 1.811e-03, eta: 18:35:32, time: 0.824, data_time: 0.002, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8156, loss_cls: 1.6108, loss: 1.6108, grad_norm: 7.6540 2020-08-07 11:59:43,222 - mmaction - INFO - Epoch [235][3340/3757] lr: 1.811e-03, eta: 18:35:15, time: 0.821, data_time: 0.001, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.5467, loss: 1.5467, grad_norm: 7.6408 2020-08-07 11:59:59,494 - mmaction - INFO - Epoch [235][3360/3757] lr: 1.811e-03, eta: 18:34:58, time: 0.814, data_time: 0.001, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8250, loss_cls: 1.5827, loss: 1.5827, grad_norm: 7.7885 2020-08-07 12:00:20,232 - mmaction - INFO - Epoch [235][3380/3757] lr: 1.811e-03, eta: 18:34:42, time: 1.035, data_time: 0.004, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8305, loss_cls: 1.5011, loss: 1.5011, grad_norm: 7.5400 2020-08-07 12:00:40,899 - mmaction - INFO - Epoch [235][3400/3757] lr: 1.811e-03, eta: 18:34:26, time: 1.032, data_time: 0.003, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8320, loss_cls: 1.5180, loss: 1.5180, grad_norm: 7.5456 2020-08-07 12:00:57,438 - mmaction - INFO - Epoch [235][3420/3757] lr: 1.811e-03, eta: 18:34:09, time: 0.828, data_time: 0.004, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8320, loss_cls: 1.5455, loss: 1.5455, grad_norm: 7.9158 2020-08-07 12:01:13,888 - mmaction - INFO - Epoch [235][3440/3757] lr: 1.811e-03, eta: 18:33:52, time: 0.824, data_time: 0.003, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8172, loss_cls: 1.5889, loss: 1.5889, grad_norm: 7.6984 2020-08-07 12:01:30,185 - mmaction - INFO - Epoch [235][3460/3757] lr: 1.811e-03, eta: 18:33:35, time: 0.814, data_time: 0.001, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8195, loss_cls: 1.5382, loss: 1.5382, grad_norm: 7.7164 2020-08-07 12:01:46,693 - mmaction - INFO - Epoch [235][3480/3757] lr: 1.811e-03, eta: 18:33:18, time: 0.826, data_time: 0.002, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8219, loss_cls: 1.5226, loss: 1.5226, grad_norm: 7.7059 2020-08-07 12:02:03,129 - mmaction - INFO - Epoch [235][3500/3757] lr: 1.811e-03, eta: 18:33:01, time: 0.820, data_time: 0.001, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8250, loss_cls: 1.5408, loss: 1.5408, grad_norm: 7.7828 2020-08-07 12:02:19,625 - mmaction - INFO - Epoch [235][3520/3757] lr: 1.811e-03, eta: 18:32:44, time: 0.826, data_time: 0.003, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8219, loss_cls: 1.6279, loss: 1.6279, grad_norm: 7.7722 2020-08-07 12:02:36,148 - mmaction - INFO - Epoch [235][3540/3757] lr: 1.811e-03, eta: 18:32:27, time: 0.827, data_time: 0.002, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8133, loss_cls: 1.5755, loss: 1.5755, grad_norm: 7.6751 2020-08-07 12:02:52,659 - mmaction - INFO - Epoch [235][3560/3757] lr: 1.811e-03, eta: 18:32:10, time: 0.826, data_time: 0.001, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8484, loss_cls: 1.4397, loss: 1.4397, grad_norm: 7.2850 2020-08-07 12:03:09,133 - mmaction - INFO - Epoch [235][3580/3757] lr: 1.811e-03, eta: 18:31:53, time: 0.823, data_time: 0.001, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.5214, loss: 1.5214, grad_norm: 7.6858 2020-08-07 12:03:25,592 - mmaction - INFO - Epoch [235][3600/3757] lr: 1.811e-03, eta: 18:31:36, time: 0.822, data_time: 0.001, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8273, loss_cls: 1.5589, loss: 1.5589, grad_norm: 7.9052 2020-08-07 12:03:42,047 - mmaction - INFO - Epoch [235][3620/3757] lr: 1.811e-03, eta: 18:31:19, time: 0.824, data_time: 0.002, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8125, loss_cls: 1.5627, loss: 1.5627, grad_norm: 7.9139 2020-08-07 12:03:58,437 - mmaction - INFO - Epoch [235][3640/3757] lr: 1.811e-03, eta: 18:31:02, time: 0.819, data_time: 0.001, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8313, loss_cls: 1.5172, loss: 1.5172, grad_norm: 7.6051 2020-08-12 16:02:38,372 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.6 | packaged by conda-forge | (default, Jun 1 2020, 18:57:50) [GCC 7.5.0] CUDA available: True CUDA_HOME: /mnt/lustre/share/cuda-9.2/ NVCC: Cuda compilation tools, release 9.2, V9.2.148 GPU 0,1,2,3,4,5,6,7: Tesla V100-PCIE-16GB GCC: gcc (GCC) 7.3.0 PyTorch: 1.4.0 PyTorch compiling details: PyTorch built with: - GCC 7.3 - Intel(R) Math Kernel Library Version 2020.0.1 Product Build 20200208 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 7d2fd500bc78936d1d648ca713b901012f470dbc) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CUDA Runtime 9.2 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_37,code=compute_37 - CuDNN 7.6.3 - Magma 2.5.1 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Wno-stringop-overflow, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.5.0 OpenCV: 4.2.0 MMCV: 1.0rc0 MMAction2: 0.5.0+7dc99cf ------------------------------------------------------------ 2020-08-12 16:02:38,373 - mmaction - INFO - Distributed training: True 2020-08-12 16:02:38,374 - mmaction - INFO - Config: /mnt/lustre/xusu/refactor/retest_video_ckpts/mmaction2/configs/recognition/slowfast/slowfast_r50_video_4x16x1_256e_kinetics400_rgb.py model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowFast', pretrained=None, resample_rate=8, # tau speed_ratio=8, # alpha channel_ratio=8, # beta_inv slow_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=True, conv1_kernel=(1, 7, 7), dilations=(1, 1, 1, 1), conv1_stride_t=1, pool1_stride_t=1, inflate=(0, 0, 1, 1), norm_eval=False), fast_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=False, base_channels=8, conv1_kernel=(5, 7, 7), conv1_stride_t=1, pool1_stride_t=1, norm_eval=False)), cls_head=dict( type='SlowFastHead', in_channels=2304, # 2048+256 num_classes=400, spatial_type='avg', dropout_ratio=0.5)) train_cfg = None test_cfg = dict(average_clips=None) dataset_type = 'VideoDataset' data_root = 's3://lizz.ssd/datasets/kinetics400_256_fast/' data_root_val = 's3://lizz.ssd/datasets/kinetics400_256_fast/' ann_file_train = 'data/kinetics400/k400_train.txt' ann_file_val = 'data/kinetics400/k400_val.txt' ann_file_test = 'data/kinetics400/k400_val.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) train_pipeline = [ dict(type='DecordInit', io_backend='petrel'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, start_index=0), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict(type='DecordInit', io_backend='petrel'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, start_index=0, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict(type='DecordInit', io_backend='petrel'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=10, start_index=0, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=8, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict( type='SGD', lr=0.1, momentum=0.9, weight_decay=0.0001) # this lr is used for 8 gpus optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict(policy='CosineAnealing', min_lr=0) total_epochs = 256 checkpoint_config = dict(interval=4) workflow = [('train', 1)] evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/slowfast_r50_video_3d_4x16x1_256e_kinetics400_rgb' load_from = None resume_from = None find_unused_parameters = False 2020-08-12 16:02:53,672 - mmaction - INFO - load checkpoint from work_dirs/slowfast_r50_video_3d_4x16x1_256e_kinetics400_rgb/latest.pth 2020-08-12 16:02:56,919 - mmaction - INFO - resumed epoch 232, iter 871624 2020-08-12 16:02:56,920 - mmaction - INFO - Start running, host: xusu@SH-IDC1-10-5-37-46, work_dir: /mnt/lustre/xusu/refactor/retest_video_ckpts/mmaction2/work_dirs/slowfast_r50_video_3d_4x16x1_256e_kinetics400_rgb 2020-08-12 16:02:56,921 - mmaction - INFO - workflow: [('train', 1)], max: 256 epochs 2020-08-12 16:05:27,193 - mmaction - INFO - Epoch [233][20/3757] lr: 2.153e-03, eta: 7 days, 20:04:18, time: 7.511, data_time: 6.451, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8359, loss_cls: 1.4113, loss: 1.4113, grad_norm: 6.8813 2020-08-12 16:05:42,956 - mmaction - INFO - Epoch [233][40/3757] lr: 2.153e-03, eta: 4 days, 7:54:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8320, loss_cls: 1.5673, loss: 1.5673, grad_norm: 7.3436 2020-08-12 16:05:58,949 - mmaction - INFO - Epoch [233][60/3757] lr: 2.153e-03, eta: 3 days, 3:55:33, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8211, loss_cls: 1.5943, loss: 1.5943, grad_norm: 7.4794 2020-08-12 16:06:14,852 - mmaction - INFO - Epoch [233][80/3757] lr: 2.153e-03, eta: 2 days, 13:54:38, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8453, loss_cls: 1.4845, loss: 1.4845, grad_norm: 7.3184 2020-08-12 16:06:30,855 - mmaction - INFO - Epoch [233][100/3757] lr: 2.153e-03, eta: 2 days, 5:31:09, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4715, loss: 1.4715, grad_norm: 7.2853 2020-08-12 16:06:46,808 - mmaction - INFO - Epoch [233][120/3757] lr: 2.153e-03, eta: 1 day, 23:54:48, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8320, loss_cls: 1.5544, loss: 1.5544, grad_norm: 7.3918 2020-08-12 16:07:02,611 - mmaction - INFO - Epoch [233][140/3757] lr: 2.153e-03, eta: 1 day, 19:52:59, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.5024, loss: 1.5024, grad_norm: 7.2793 2020-08-12 16:07:18,457 - mmaction - INFO - Epoch [233][160/3757] lr: 2.153e-03, eta: 1 day, 16:51:54, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8297, loss_cls: 1.5215, loss: 1.5215, grad_norm: 7.2715 2020-08-12 16:07:34,287 - mmaction - INFO - Epoch [233][180/3757] lr: 2.153e-03, eta: 1 day, 14:30:38, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8273, loss_cls: 1.5732, loss: 1.5732, grad_norm: 7.2145 2020-08-12 16:07:50,128 - mmaction - INFO - Epoch [233][200/3757] lr: 2.153e-03, eta: 1 day, 12:38:04, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8258, loss_cls: 1.5863, loss: 1.5863, grad_norm: 7.4367 2020-08-12 16:08:06,280 - mmaction - INFO - Epoch [233][220/3757] lr: 2.153e-03, eta: 1 day, 11:07:53, time: 0.808, data_time: 0.015, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8352, loss_cls: 1.5664, loss: 1.5664, grad_norm: 7.2937 2020-08-12 16:08:22,144 - mmaction - INFO - Epoch [233][240/3757] lr: 2.153e-03, eta: 1 day, 9:50:51, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8297, loss_cls: 1.5864, loss: 1.5864, grad_norm: 7.3273 2020-08-12 16:08:38,006 - mmaction - INFO - Epoch [233][260/3757] lr: 2.153e-03, eta: 1 day, 8:45:33, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8562, loss_cls: 1.4636, loss: 1.4636, grad_norm: 7.3276 2020-08-12 16:08:54,391 - mmaction - INFO - Epoch [233][280/3757] lr: 2.153e-03, eta: 1 day, 7:52:34, time: 0.821, data_time: 0.014, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8258, loss_cls: 1.5902, loss: 1.5902, grad_norm: 7.4124 2020-08-12 16:09:10,150 - mmaction - INFO - Epoch [233][300/3757] lr: 2.153e-03, eta: 1 day, 7:03:17, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8258, loss_cls: 1.4835, loss: 1.4835, grad_norm: 7.2703 2020-08-12 16:09:26,439 - mmaction - INFO - Epoch [233][320/3757] lr: 2.153e-03, eta: 1 day, 6:22:42, time: 0.815, data_time: 0.012, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8398, loss_cls: 1.4736, loss: 1.4736, grad_norm: 7.2317 2020-08-12 16:09:42,299 - mmaction - INFO - Epoch [233][340/3757] lr: 2.153e-03, eta: 1 day, 5:44:54, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8359, loss_cls: 1.5318, loss: 1.5318, grad_norm: 7.2656 2020-08-12 16:09:58,129 - mmaction - INFO - Epoch [233][360/3757] lr: 2.153e-03, eta: 1 day, 5:11:13, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8109, loss_cls: 1.6787, loss: 1.6787, grad_norm: 7.5802 2020-08-12 16:10:13,987 - mmaction - INFO - Epoch [233][380/3757] lr: 2.153e-03, eta: 1 day, 4:41:05, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8258, loss_cls: 1.5504, loss: 1.5504, grad_norm: 7.2511 2020-08-12 16:10:30,019 - mmaction - INFO - Epoch [233][400/3757] lr: 2.153e-03, eta: 1 day, 4:14:38, time: 0.802, data_time: 0.005, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8406, loss_cls: 1.5520, loss: 1.5520, grad_norm: 7.2988 2020-08-12 16:10:46,069 - mmaction - INFO - Epoch [233][420/3757] lr: 2.153e-03, eta: 1 day, 3:50:44, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8281, loss_cls: 1.5336, loss: 1.5336, grad_norm: 7.1182 2020-08-12 16:11:02,834 - mmaction - INFO - Epoch [233][440/3757] lr: 2.153e-03, eta: 1 day, 3:31:21, time: 0.837, data_time: 0.004, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8117, loss_cls: 1.6258, loss: 1.6258, grad_norm: 7.4458 2020-08-12 16:11:18,644 - mmaction - INFO - Epoch [233][460/3757] lr: 2.153e-03, eta: 1 day, 3:10:39, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8406, loss_cls: 1.5274, loss: 1.5274, grad_norm: 7.5782 2020-08-12 16:11:34,475 - mmaction - INFO - Epoch [233][480/3757] lr: 2.153e-03, eta: 1 day, 2:51:42, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.4945, loss: 1.4945, grad_norm: 7.3939 2020-08-12 16:11:50,292 - mmaction - INFO - Epoch [233][500/3757] lr: 2.153e-03, eta: 1 day, 2:34:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8320, loss_cls: 1.5265, loss: 1.5265, grad_norm: 7.3966 2020-08-12 16:12:06,115 - mmaction - INFO - Epoch [233][520/3757] lr: 2.153e-03, eta: 1 day, 2:17:58, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8414, loss_cls: 1.4854, loss: 1.4854, grad_norm: 7.2273 2020-08-12 16:12:21,927 - mmaction - INFO - Epoch [233][540/3757] lr: 2.153e-03, eta: 1 day, 2:02:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8273, loss_cls: 1.5473, loss: 1.5473, grad_norm: 7.3142 2020-08-12 16:12:37,848 - mmaction - INFO - Epoch [233][560/3757] lr: 2.153e-03, eta: 1 day, 1:49:12, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8367, loss_cls: 1.5115, loss: 1.5115, grad_norm: 7.0719 2020-08-12 16:12:53,689 - mmaction - INFO - Epoch [233][580/3757] lr: 2.153e-03, eta: 1 day, 1:36:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8055, loss_cls: 1.6648, loss: 1.6648, grad_norm: 7.4419 2020-08-12 16:13:09,409 - mmaction - INFO - Epoch [233][600/3757] lr: 2.153e-03, eta: 1 day, 1:23:50, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.5695, loss: 1.5695, grad_norm: 7.2819 2020-08-12 16:13:25,554 - mmaction - INFO - Epoch [233][620/3757] lr: 2.153e-03, eta: 1 day, 1:13:10, time: 0.806, data_time: 0.014, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8172, loss_cls: 1.6198, loss: 1.6198, grad_norm: 7.5391 2020-08-12 16:13:41,316 - mmaction - INFO - Epoch [233][640/3757] lr: 2.153e-03, eta: 1 day, 1:02:21, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8445, loss_cls: 1.5375, loss: 1.5375, grad_norm: 7.3078 2020-08-12 16:13:57,131 - mmaction - INFO - Epoch [233][660/3757] lr: 2.153e-03, eta: 1 day, 0:52:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8023, loss_cls: 1.6262, loss: 1.6262, grad_norm: 7.2878 2020-08-12 16:14:12,915 - mmaction - INFO - Epoch [233][680/3757] lr: 2.153e-03, eta: 1 day, 0:42:38, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8336, loss_cls: 1.5392, loss: 1.5392, grad_norm: 7.3279 2020-08-12 16:14:28,758 - mmaction - INFO - Epoch [233][700/3757] lr: 2.153e-03, eta: 1 day, 0:33:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8422, loss_cls: 1.5465, loss: 1.5465, grad_norm: 7.5638 2020-08-12 16:14:44,583 - mmaction - INFO - Epoch [233][720/3757] lr: 2.153e-03, eta: 1 day, 0:25:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8391, loss_cls: 1.5308, loss: 1.5308, grad_norm: 7.7163 2020-08-12 16:15:00,393 - mmaction - INFO - Epoch [233][740/3757] lr: 2.153e-03, eta: 1 day, 0:17:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8211, loss_cls: 1.6175, loss: 1.6175, grad_norm: 7.6932 2020-08-12 16:15:16,133 - mmaction - INFO - Epoch [233][760/3757] lr: 2.153e-03, eta: 1 day, 0:09:20, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8305, loss_cls: 1.5097, loss: 1.5097, grad_norm: 7.3331 2020-08-12 16:15:31,943 - mmaction - INFO - Epoch [233][780/3757] lr: 2.153e-03, eta: 1 day, 0:02:00, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8258, loss_cls: 1.5471, loss: 1.5471, grad_norm: 7.3611 2020-08-12 16:15:47,800 - mmaction - INFO - Epoch [233][800/3757] lr: 2.153e-03, eta: 23:55:11, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8258, loss_cls: 1.5338, loss: 1.5338, grad_norm: 7.3421 2020-08-12 16:16:03,595 - mmaction - INFO - Epoch [233][820/3757] lr: 2.153e-03, eta: 23:48:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8359, loss_cls: 1.5045, loss: 1.5045, grad_norm: 7.4676 2020-08-12 16:16:19,370 - mmaction - INFO - Epoch [233][840/3757] lr: 2.153e-03, eta: 23:42:11, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8375, loss_cls: 1.5840, loss: 1.5840, grad_norm: 7.7684 2020-08-12 16:16:35,192 - mmaction - INFO - Epoch [233][860/3757] lr: 2.153e-03, eta: 23:36:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8367, loss_cls: 1.4919, loss: 1.4919, grad_norm: 7.6180 2020-08-12 16:16:51,005 - mmaction - INFO - Epoch [233][880/3757] lr: 2.153e-03, eta: 23:30:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8383, loss_cls: 1.5411, loss: 1.5411, grad_norm: 7.5866 2020-08-12 16:17:06,756 - mmaction - INFO - Epoch [233][900/3757] lr: 2.153e-03, eta: 23:24:50, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8336, loss_cls: 1.5579, loss: 1.5579, grad_norm: 7.5060 2020-08-12 16:17:22,506 - mmaction - INFO - Epoch [233][920/3757] lr: 2.153e-03, eta: 23:19:27, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8211, loss_cls: 1.5934, loss: 1.5934, grad_norm: 7.4564 2020-08-12 16:17:38,396 - mmaction - INFO - Epoch [233][940/3757] lr: 2.153e-03, eta: 23:14:26, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.5828, top5_acc: 0.8266, loss_cls: 1.6884, loss: 1.6884, grad_norm: 7.6749 2020-08-12 16:17:54,161 - mmaction - INFO - Epoch [233][960/3757] lr: 2.153e-03, eta: 23:09:34, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8242, loss_cls: 1.5883, loss: 1.5883, grad_norm: 7.4719 2020-08-12 16:18:09,942 - mmaction - INFO - Epoch [233][980/3757] lr: 2.153e-03, eta: 23:04:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8266, loss_cls: 1.5754, loss: 1.5754, grad_norm: 7.4980 2020-08-12 16:18:25,714 - mmaction - INFO - Epoch [233][1000/3757] lr: 2.153e-03, eta: 23:00:16, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8289, loss_cls: 1.5749, loss: 1.5749, grad_norm: 7.4486 2020-08-12 16:18:41,578 - mmaction - INFO - Epoch [233][1020/3757] lr: 2.153e-03, eta: 22:56:00, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8328, loss_cls: 1.5552, loss: 1.5552, grad_norm: 7.4567 2020-08-12 16:18:57,429 - mmaction - INFO - Epoch [233][1040/3757] lr: 2.153e-03, eta: 22:51:54, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8148, loss_cls: 1.5826, loss: 1.5826, grad_norm: 7.3325 2020-08-12 16:19:13,222 - mmaction - INFO - Epoch [233][1060/3757] lr: 2.153e-03, eta: 22:47:49, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8289, loss_cls: 1.5726, loss: 1.5726, grad_norm: 7.5798 2020-08-12 16:19:29,030 - mmaction - INFO - Epoch [233][1080/3757] lr: 2.153e-03, eta: 22:43:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8219, loss_cls: 1.6083, loss: 1.6083, grad_norm: 7.5446 2020-08-12 16:19:44,810 - mmaction - INFO - Epoch [233][1100/3757] lr: 2.153e-03, eta: 22:40:07, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8383, loss_cls: 1.5571, loss: 1.5571, grad_norm: 7.8492 2020-08-12 16:20:00,694 - mmaction - INFO - Epoch [233][1120/3757] lr: 2.153e-03, eta: 22:36:34, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8242, loss_cls: 1.6485, loss: 1.6485, grad_norm: 7.5230 2020-08-12 16:20:16,474 - mmaction - INFO - Epoch [233][1140/3757] lr: 2.153e-03, eta: 22:33:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8320, loss_cls: 1.5395, loss: 1.5395, grad_norm: 7.5449 2020-08-12 16:20:32,297 - mmaction - INFO - Epoch [233][1160/3757] lr: 2.153e-03, eta: 22:29:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8117, loss_cls: 1.6195, loss: 1.6195, grad_norm: 7.6565 2020-08-12 16:20:48,082 - mmaction - INFO - Epoch [233][1180/3757] lr: 2.153e-03, eta: 22:26:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8227, loss_cls: 1.5798, loss: 1.5798, grad_norm: 7.5508 2020-08-12 16:21:03,931 - mmaction - INFO - Epoch [233][1200/3757] lr: 2.153e-03, eta: 22:23:08, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8203, loss_cls: 1.5893, loss: 1.5893, grad_norm: 7.4496 2020-08-12 16:21:19,765 - mmaction - INFO - Epoch [233][1220/3757] lr: 2.153e-03, eta: 22:20:04, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8289, loss_cls: 1.5675, loss: 1.5675, grad_norm: 7.4709 2020-08-12 16:21:35,606 - mmaction - INFO - Epoch [233][1240/3757] lr: 2.153e-03, eta: 22:17:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6023, top5_acc: 0.8180, loss_cls: 1.6400, loss: 1.6400, grad_norm: 7.7913 2020-08-12 16:21:51,472 - mmaction - INFO - Epoch [233][1260/3757] lr: 2.153e-03, eta: 22:14:14, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8305, loss_cls: 1.5046, loss: 1.5046, grad_norm: 7.3401 2020-08-12 16:22:07,208 - mmaction - INFO - Epoch [233][1280/3757] lr: 2.153e-03, eta: 22:11:18, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8297, loss_cls: 1.5504, loss: 1.5504, grad_norm: 7.2866 2020-08-12 16:22:23,107 - mmaction - INFO - Epoch [233][1300/3757] lr: 2.153e-03, eta: 22:08:38, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8180, loss_cls: 1.5689, loss: 1.5689, grad_norm: 7.2803 2020-08-12 16:22:38,992 - mmaction - INFO - Epoch [233][1320/3757] lr: 2.153e-03, eta: 22:06:02, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.5111, loss: 1.5111, grad_norm: 7.3956 2020-08-12 16:22:54,852 - mmaction - INFO - Epoch [233][1340/3757] lr: 2.153e-03, eta: 22:03:28, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8203, loss_cls: 1.5730, loss: 1.5730, grad_norm: 7.5496 2020-08-12 16:23:10,573 - mmaction - INFO - Epoch [233][1360/3757] lr: 2.153e-03, eta: 22:00:50, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8258, loss_cls: 1.6034, loss: 1.6034, grad_norm: 7.5126 2020-08-12 16:23:26,456 - mmaction - INFO - Epoch [233][1380/3757] lr: 2.153e-03, eta: 21:58:24, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8242, loss_cls: 1.5780, loss: 1.5780, grad_norm: 7.7024 2020-08-12 16:23:42,175 - mmaction - INFO - Epoch [233][1400/3757] lr: 2.153e-03, eta: 21:55:53, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8250, loss_cls: 1.6062, loss: 1.6062, grad_norm: 7.6230 2020-08-12 16:23:58,031 - mmaction - INFO - Epoch [233][1420/3757] lr: 2.153e-03, eta: 21:53:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8219, loss_cls: 1.5290, loss: 1.5290, grad_norm: 7.2997 2020-08-12 16:24:13,812 - mmaction - INFO - Epoch [233][1440/3757] lr: 2.153e-03, eta: 21:51:15, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8258, loss_cls: 1.5705, loss: 1.5705, grad_norm: 7.4632 2020-08-12 16:24:29,681 - mmaction - INFO - Epoch [233][1460/3757] lr: 2.153e-03, eta: 21:49:04, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8461, loss_cls: 1.4538, loss: 1.4538, grad_norm: 7.2225 2020-08-12 16:24:45,529 - mmaction - INFO - Epoch [233][1480/3757] lr: 2.153e-03, eta: 21:46:56, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8219, loss_cls: 1.6135, loss: 1.6135, grad_norm: 7.7912 2020-08-12 16:25:01,301 - mmaction - INFO - Epoch [233][1500/3757] lr: 2.153e-03, eta: 21:44:45, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8094, loss_cls: 1.6839, loss: 1.6839, grad_norm: 7.6712 2020-08-12 16:25:17,218 - mmaction - INFO - Epoch [233][1520/3757] lr: 2.153e-03, eta: 21:42:46, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8203, loss_cls: 1.6101, loss: 1.6101, grad_norm: 7.5647 2020-08-12 16:25:32,993 - mmaction - INFO - Epoch [233][1540/3757] lr: 2.153e-03, eta: 21:40:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8195, loss_cls: 1.5664, loss: 1.5664, grad_norm: 7.4848 2020-08-12 16:25:49,074 - mmaction - INFO - Epoch [233][1560/3757] lr: 2.153e-03, eta: 21:38:56, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8484, loss_cls: 1.4548, loss: 1.4548, grad_norm: 7.3564 2020-08-12 16:26:04,932 - mmaction - INFO - Epoch [233][1580/3757] lr: 2.153e-03, eta: 21:37:02, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8359, loss_cls: 1.5264, loss: 1.5264, grad_norm: 7.5365 2020-08-12 16:26:20,628 - mmaction - INFO - Epoch [233][1600/3757] lr: 2.153e-03, eta: 21:35:00, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8195, loss_cls: 1.6345, loss: 1.6345, grad_norm: 7.5340 2020-08-12 16:26:36,438 - mmaction - INFO - Epoch [233][1620/3757] lr: 2.153e-03, eta: 21:33:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8242, loss_cls: 1.5150, loss: 1.5150, grad_norm: 7.3502 2020-08-12 16:26:52,336 - mmaction - INFO - Epoch [233][1640/3757] lr: 2.153e-03, eta: 21:31:22, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8203, loss_cls: 1.6141, loss: 1.6141, grad_norm: 7.6425 2020-08-12 16:27:08,247 - mmaction - INFO - Epoch [233][1660/3757] lr: 2.153e-03, eta: 21:29:40, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8242, loss_cls: 1.5362, loss: 1.5362, grad_norm: 7.2683 2020-08-12 16:27:24,056 - mmaction - INFO - Epoch [233][1680/3757] lr: 2.153e-03, eta: 21:27:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8289, loss_cls: 1.6199, loss: 1.6199, grad_norm: 7.4860 2020-08-12 16:27:39,857 - mmaction - INFO - Epoch [233][1700/3757] lr: 2.153e-03, eta: 21:26:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8422, loss_cls: 1.5280, loss: 1.5280, grad_norm: 7.4800 2020-08-12 16:27:55,701 - mmaction - INFO - Epoch [233][1720/3757] lr: 2.153e-03, eta: 21:24:30, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8227, loss_cls: 1.5769, loss: 1.5769, grad_norm: 7.3196 2020-08-12 16:28:11,585 - mmaction - INFO - Epoch [233][1740/3757] lr: 2.153e-03, eta: 21:22:55, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8266, loss_cls: 1.5612, loss: 1.5612, grad_norm: 7.4260 2020-08-12 16:28:27,307 - mmaction - INFO - Epoch [233][1760/3757] lr: 2.153e-03, eta: 21:21:12, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8289, loss_cls: 1.5607, loss: 1.5607, grad_norm: 7.4979 2020-08-12 16:28:43,208 - mmaction - INFO - Epoch [233][1780/3757] lr: 2.153e-03, eta: 21:19:41, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8086, loss_cls: 1.5970, loss: 1.5970, grad_norm: 7.3246 2020-08-12 16:28:59,052 - mmaction - INFO - Epoch [233][1800/3757] lr: 2.153e-03, eta: 21:18:08, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8281, loss_cls: 1.5496, loss: 1.5496, grad_norm: 7.5207 2020-08-12 16:29:15,288 - mmaction - INFO - Epoch [233][1820/3757] lr: 2.153e-03, eta: 21:16:55, time: 0.811, data_time: 0.004, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.5578, loss: 1.5578, grad_norm: 7.5230 2020-08-12 16:29:31,587 - mmaction - INFO - Epoch [233][1840/3757] lr: 2.153e-03, eta: 21:15:47, time: 0.814, data_time: 0.003, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8195, loss_cls: 1.6012, loss: 1.6012, grad_norm: 7.5967 2020-08-12 16:29:47,750 - mmaction - INFO - Epoch [233][1860/3757] lr: 2.153e-03, eta: 21:14:34, time: 0.808, data_time: 0.005, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8242, loss_cls: 1.6159, loss: 1.6159, grad_norm: 7.5247 2020-08-12 16:30:03,714 - mmaction - INFO - Epoch [233][1880/3757] lr: 2.153e-03, eta: 21:13:15, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8258, loss_cls: 1.5742, loss: 1.5742, grad_norm: 7.6386 2020-08-12 16:30:19,619 - mmaction - INFO - Epoch [233][1900/3757] lr: 2.153e-03, eta: 21:11:52, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8375, loss_cls: 1.5102, loss: 1.5102, grad_norm: 7.4301 2020-08-12 16:30:38,925 - mmaction - INFO - Epoch [233][1920/3757] lr: 2.153e-03, eta: 21:13:07, time: 0.966, data_time: 0.005, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8328, loss_cls: 1.5113, loss: 1.5113, grad_norm: 7.4883 2020-08-12 16:30:57,966 - mmaction - INFO - Epoch [233][1940/3757] lr: 2.153e-03, eta: 21:14:09, time: 0.952, data_time: 0.004, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8359, loss_cls: 1.5474, loss: 1.5474, grad_norm: 7.6169 2020-08-12 16:31:19,493 - mmaction - INFO - Epoch [233][1960/3757] lr: 2.153e-03, eta: 21:16:59, time: 1.076, data_time: 0.004, memory: 6192, top1_acc: 0.5914, top5_acc: 0.8164, loss_cls: 1.6811, loss: 1.6811, grad_norm: 7.8846 2020-08-12 16:31:35,648 - mmaction - INFO - Epoch [233][1980/3757] lr: 2.153e-03, eta: 21:15:49, time: 0.809, data_time: 0.006, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8375, loss_cls: 1.4788, loss: 1.4788, grad_norm: 7.2187 2020-08-12 16:31:53,269 - mmaction - INFO - Epoch [233][2000/3757] lr: 2.153e-03, eta: 21:15:42, time: 0.880, data_time: 0.005, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8234, loss_cls: 1.6179, loss: 1.6179, grad_norm: 7.6514 2020-08-12 16:32:11,345 - mmaction - INFO - Epoch [233][2020/3757] lr: 2.153e-03, eta: 21:15:57, time: 0.906, data_time: 0.006, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8234, loss_cls: 1.5711, loss: 1.5711, grad_norm: 7.4408 2020-08-12 16:32:27,552 - mmaction - INFO - Epoch [233][2040/3757] lr: 2.153e-03, eta: 21:14:48, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8195, loss_cls: 1.5840, loss: 1.5840, grad_norm: 7.4371 2020-08-12 16:32:43,520 - mmaction - INFO - Epoch [233][2060/3757] lr: 2.153e-03, eta: 21:13:32, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8109, loss_cls: 1.6330, loss: 1.6330, grad_norm: 7.6829 2020-08-12 16:32:59,727 - mmaction - INFO - Epoch [233][2080/3757] lr: 2.153e-03, eta: 21:12:27, time: 0.811, data_time: 0.004, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8367, loss_cls: 1.5435, loss: 1.5435, grad_norm: 7.4656 2020-08-12 16:33:16,090 - mmaction - INFO - Epoch [233][2100/3757] lr: 2.153e-03, eta: 21:11:26, time: 0.815, data_time: 0.004, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8297, loss_cls: 1.6024, loss: 1.6024, grad_norm: 7.7311 2020-08-12 16:33:32,471 - mmaction - INFO - Epoch [233][2120/3757] lr: 2.153e-03, eta: 21:10:29, time: 0.818, data_time: 0.006, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8133, loss_cls: 1.6738, loss: 1.6738, grad_norm: 7.8014 2020-08-12 16:33:50,750 - mmaction - INFO - Epoch [233][2140/3757] lr: 2.153e-03, eta: 21:10:54, time: 0.917, data_time: 0.007, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8266, loss_cls: 1.5416, loss: 1.5416, grad_norm: 7.3963 2020-08-12 16:34:06,955 - mmaction - INFO - Epoch [233][2160/3757] lr: 2.153e-03, eta: 21:09:50, time: 0.810, data_time: 0.005, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8242, loss_cls: 1.5697, loss: 1.5697, grad_norm: 7.2666 2020-08-12 16:34:23,356 - mmaction - INFO - Epoch [233][2180/3757] lr: 2.153e-03, eta: 21:08:56, time: 0.820, data_time: 0.003, memory: 6192, top1_acc: 0.6094, top5_acc: 0.8305, loss_cls: 1.5947, loss: 1.5947, grad_norm: 7.3654 2020-08-12 16:34:39,267 - mmaction - INFO - Epoch [233][2200/3757] lr: 2.153e-03, eta: 21:07:44, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8336, loss_cls: 1.5740, loss: 1.5740, grad_norm: 7.4005 2020-08-12 16:34:55,447 - mmaction - INFO - Epoch [233][2220/3757] lr: 2.153e-03, eta: 21:06:42, time: 0.809, data_time: 0.004, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8484, loss_cls: 1.4898, loss: 1.4898, grad_norm: 7.4348 2020-08-12 16:35:13,638 - mmaction - INFO - Epoch [233][2240/3757] lr: 2.153e-03, eta: 21:06:59, time: 0.907, data_time: 0.104, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8273, loss_cls: 1.5439, loss: 1.5439, grad_norm: 7.3197 2020-08-12 16:35:30,609 - mmaction - INFO - Epoch [233][2260/3757] lr: 2.153e-03, eta: 21:06:30, time: 0.850, data_time: 0.046, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8164, loss_cls: 1.5924, loss: 1.5924, grad_norm: 7.3563 2020-08-12 16:35:46,868 - mmaction - INFO - Epoch [233][2280/3757] lr: 2.153e-03, eta: 21:05:33, time: 0.813, data_time: 0.007, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8344, loss_cls: 1.4879, loss: 1.4879, grad_norm: 7.2739 2020-08-12 16:36:02,859 - mmaction - INFO - Epoch [233][2300/3757] lr: 2.153e-03, eta: 21:04:28, time: 0.802, data_time: 0.005, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8391, loss_cls: 1.5011, loss: 1.5011, grad_norm: 7.4540 2020-08-12 16:36:18,906 - mmaction - INFO - Epoch [233][2320/3757] lr: 2.153e-03, eta: 21:03:24, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8461, loss_cls: 1.4891, loss: 1.4891, grad_norm: 7.5253 2020-08-12 16:36:35,340 - mmaction - INFO - Epoch [233][2340/3757] lr: 2.153e-03, eta: 21:02:36, time: 0.822, data_time: 0.005, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8156, loss_cls: 1.5527, loss: 1.5527, grad_norm: 7.2832 2020-08-12 16:36:51,389 - mmaction - INFO - Epoch [233][2360/3757] lr: 2.153e-03, eta: 21:01:34, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8180, loss_cls: 1.6138, loss: 1.6138, grad_norm: 7.6414 2020-08-12 16:37:07,380 - mmaction - INFO - Epoch [233][2380/3757] lr: 2.153e-03, eta: 21:00:30, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8305, loss_cls: 1.5704, loss: 1.5704, grad_norm: 7.5922 2020-08-12 16:37:23,430 - mmaction - INFO - Epoch [233][2400/3757] lr: 2.153e-03, eta: 20:59:30, time: 0.802, data_time: 0.006, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8195, loss_cls: 1.5771, loss: 1.5771, grad_norm: 7.5559 2020-08-12 16:37:39,536 - mmaction - INFO - Epoch [233][2420/3757] lr: 2.153e-03, eta: 20:58:33, time: 0.806, data_time: 0.005, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8406, loss_cls: 1.4869, loss: 1.4869, grad_norm: 7.3989 2020-08-12 16:37:56,642 - mmaction - INFO - Epoch [233][2440/3757] lr: 2.153e-03, eta: 20:58:12, time: 0.855, data_time: 0.003, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8313, loss_cls: 1.5255, loss: 1.5255, grad_norm: 7.3389 2020-08-12 16:38:12,544 - mmaction - INFO - Epoch [233][2460/3757] lr: 2.153e-03, eta: 20:57:07, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8297, loss_cls: 1.5699, loss: 1.5699, grad_norm: 7.4907 2020-08-12 16:38:28,468 - mmaction - INFO - Epoch [233][2480/3757] lr: 2.153e-03, eta: 20:56:06, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8258, loss_cls: 1.5785, loss: 1.5785, grad_norm: 7.3987 2020-08-12 16:38:44,961 - mmaction - INFO - Epoch [233][2500/3757] lr: 2.153e-03, eta: 20:55:23, time: 0.823, data_time: 0.003, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8180, loss_cls: 1.6045, loss: 1.6045, grad_norm: 7.3256 2020-08-12 16:39:00,818 - mmaction - INFO - Epoch [233][2520/3757] lr: 2.153e-03, eta: 20:54:21, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8391, loss_cls: 1.5578, loss: 1.5578, grad_norm: 7.5372 2020-08-12 16:39:17,946 - mmaction - INFO - Epoch [233][2540/3757] lr: 2.153e-03, eta: 20:54:02, time: 0.857, data_time: 0.003, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8070, loss_cls: 1.6544, loss: 1.6544, grad_norm: 7.5175 2020-08-12 16:39:33,850 - mmaction - INFO - Epoch [233][2560/3757] lr: 2.153e-03, eta: 20:53:01, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8227, loss_cls: 1.5663, loss: 1.5663, grad_norm: 7.6127 2020-08-12 16:39:49,858 - mmaction - INFO - Epoch [233][2580/3757] lr: 2.153e-03, eta: 20:52:04, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8398, loss_cls: 1.5160, loss: 1.5160, grad_norm: 7.3719 2020-08-12 16:40:05,933 - mmaction - INFO - Epoch [233][2600/3757] lr: 2.153e-03, eta: 20:51:11, time: 0.804, data_time: 0.001, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8117, loss_cls: 1.6710, loss: 1.6710, grad_norm: 7.6700 2020-08-12 16:40:22,069 - mmaction - INFO - Epoch [233][2620/3757] lr: 2.153e-03, eta: 20:50:20, time: 0.807, data_time: 0.011, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8352, loss_cls: 1.5428, loss: 1.5428, grad_norm: 7.5963 2020-08-12 16:40:38,369 - mmaction - INFO - Epoch [233][2640/3757] lr: 2.153e-03, eta: 20:49:34, time: 0.813, data_time: 0.003, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8305, loss_cls: 1.5760, loss: 1.5760, grad_norm: 7.2621 2020-08-12 16:40:54,332 - mmaction - INFO - Epoch [233][2660/3757] lr: 2.153e-03, eta: 20:48:39, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8414, loss_cls: 1.4584, loss: 1.4584, grad_norm: 7.0917 2020-08-12 16:41:10,622 - mmaction - INFO - Epoch [233][2680/3757] lr: 2.153e-03, eta: 20:47:56, time: 0.816, data_time: 0.005, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8289, loss_cls: 1.5315, loss: 1.5315, grad_norm: 7.4168 2020-08-12 16:41:26,744 - mmaction - INFO - Epoch [233][2700/3757] lr: 2.153e-03, eta: 20:47:06, time: 0.806, data_time: 0.006, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8180, loss_cls: 1.6640, loss: 1.6640, grad_norm: 7.9097 2020-08-12 16:41:43,620 - mmaction - INFO - Epoch [233][2720/3757] lr: 2.153e-03, eta: 20:46:42, time: 0.844, data_time: 0.004, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8148, loss_cls: 1.6581, loss: 1.6581, grad_norm: 7.6556 2020-08-12 16:41:59,799 - mmaction - INFO - Epoch [233][2740/3757] lr: 2.153e-03, eta: 20:45:55, time: 0.809, data_time: 0.001, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8320, loss_cls: 1.5693, loss: 1.5693, grad_norm: 7.6391 2020-08-12 16:42:15,855 - mmaction - INFO - Epoch [233][2760/3757] lr: 2.153e-03, eta: 20:45:04, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8305, loss_cls: 1.5355, loss: 1.5355, grad_norm: 7.4827 2020-08-12 16:42:31,878 - mmaction - INFO - Epoch [233][2780/3757] lr: 2.153e-03, eta: 20:44:13, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.5129, loss: 1.5129, grad_norm: 7.3128 2020-08-12 16:42:48,139 - mmaction - INFO - Epoch [233][2800/3757] lr: 2.153e-03, eta: 20:43:31, time: 0.813, data_time: 0.004, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8117, loss_cls: 1.5994, loss: 1.5994, grad_norm: 7.6191 2020-08-12 16:43:04,174 - mmaction - INFO - Epoch [233][2820/3757] lr: 2.153e-03, eta: 20:42:41, time: 0.801, data_time: 0.002, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8250, loss_cls: 1.5716, loss: 1.5716, grad_norm: 7.4264 2020-08-12 16:43:20,293 - mmaction - INFO - Epoch [233][2840/3757] lr: 2.153e-03, eta: 20:41:55, time: 0.807, data_time: 0.005, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8383, loss_cls: 1.5073, loss: 1.5073, grad_norm: 7.2286 2020-08-12 16:43:36,578 - mmaction - INFO - Epoch [233][2860/3757] lr: 2.153e-03, eta: 20:41:13, time: 0.813, data_time: 0.004, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8328, loss_cls: 1.4873, loss: 1.4873, grad_norm: 7.1254 2020-08-12 16:43:57,160 - mmaction - INFO - Epoch [233][2880/3757] lr: 2.153e-03, eta: 20:42:44, time: 1.031, data_time: 0.005, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8195, loss_cls: 1.6901, loss: 1.6901, grad_norm: 7.7196 2020-08-12 16:44:13,193 - mmaction - INFO - Epoch [233][2900/3757] lr: 2.153e-03, eta: 20:41:55, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8461, loss_cls: 1.5567, loss: 1.5567, grad_norm: 7.6237 2020-08-12 16:44:29,185 - mmaction - INFO - Epoch [233][2920/3757] lr: 2.153e-03, eta: 20:41:05, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8180, loss_cls: 1.5794, loss: 1.5794, grad_norm: 7.5155 2020-08-12 16:44:45,309 - mmaction - INFO - Epoch [233][2940/3757] lr: 2.153e-03, eta: 20:40:20, time: 0.807, data_time: 0.005, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8227, loss_cls: 1.6053, loss: 1.6053, grad_norm: 7.6450 2020-08-12 16:45:05,016 - mmaction - INFO - Epoch [233][2960/3757] lr: 2.153e-03, eta: 20:41:21, time: 0.985, data_time: 0.004, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8141, loss_cls: 1.5955, loss: 1.5955, grad_norm: 7.6737 2020-08-12 16:45:24,828 - mmaction - INFO - Epoch [233][2980/3757] lr: 2.153e-03, eta: 20:42:24, time: 0.991, data_time: 0.002, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8219, loss_cls: 1.6069, loss: 1.6069, grad_norm: 7.5547 2020-08-12 16:45:41,049 - mmaction - INFO - Epoch [233][3000/3757] lr: 2.153e-03, eta: 20:41:41, time: 0.811, data_time: 0.001, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.5230, loss: 1.5230, grad_norm: 7.8603 2020-08-12 16:45:57,232 - mmaction - INFO - Epoch [233][3020/3757] lr: 2.153e-03, eta: 20:40:57, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8266, loss_cls: 1.5475, loss: 1.5475, grad_norm: 7.5221 2020-08-12 16:46:14,487 - mmaction - INFO - Epoch [233][3040/3757] lr: 2.153e-03, eta: 20:40:46, time: 0.865, data_time: 0.006, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8352, loss_cls: 1.5461, loss: 1.5461, grad_norm: 7.4100 2020-08-12 16:46:32,482 - mmaction - INFO - Epoch [233][3060/3757] lr: 2.153e-03, eta: 20:40:55, time: 0.900, data_time: 0.001, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8320, loss_cls: 1.4889, loss: 1.4889, grad_norm: 7.2910 2020-08-12 16:46:48,554 - mmaction - INFO - Epoch [233][3080/3757] lr: 2.153e-03, eta: 20:40:09, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8148, loss_cls: 1.5866, loss: 1.5866, grad_norm: 7.2565 2020-08-12 16:47:04,545 - mmaction - INFO - Epoch [233][3100/3757] lr: 2.153e-03, eta: 20:39:20, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8148, loss_cls: 1.6229, loss: 1.6229, grad_norm: 7.7318 2020-08-12 16:47:20,649 - mmaction - INFO - Epoch [233][3120/3757] lr: 2.153e-03, eta: 20:38:36, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8203, loss_cls: 1.5588, loss: 1.5588, grad_norm: 7.7115 2020-08-12 16:47:36,709 - mmaction - INFO - Epoch [233][3140/3757] lr: 2.153e-03, eta: 20:37:51, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8445, loss_cls: 1.5312, loss: 1.5312, grad_norm: 7.6506 2020-08-12 16:47:52,759 - mmaction - INFO - Epoch [233][3160/3757] lr: 2.153e-03, eta: 20:37:06, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8289, loss_cls: 1.5715, loss: 1.5715, grad_norm: 7.6161 2020-08-12 16:48:08,654 - mmaction - INFO - Epoch [233][3180/3757] lr: 2.153e-03, eta: 20:36:17, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8258, loss_cls: 1.6334, loss: 1.6334, grad_norm: 7.8698 2020-08-12 16:48:24,714 - mmaction - INFO - Epoch [233][3200/3757] lr: 2.153e-03, eta: 20:35:33, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8195, loss_cls: 1.6141, loss: 1.6141, grad_norm: 7.7778 2020-08-12 16:48:48,120 - mmaction - INFO - Epoch [233][3220/3757] lr: 2.153e-03, eta: 20:38:07, time: 1.169, data_time: 0.004, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8297, loss_cls: 1.5642, loss: 1.5642, grad_norm: 7.6230 2020-08-12 16:49:11,407 - mmaction - INFO - Epoch [233][3240/3757] lr: 2.153e-03, eta: 20:40:36, time: 1.165, data_time: 0.298, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8539, loss_cls: 1.5013, loss: 1.5013, grad_norm: 7.6777 2020-08-12 16:49:31,782 - mmaction - INFO - Epoch [233][3260/3757] lr: 2.153e-03, eta: 20:41:46, time: 1.019, data_time: 0.004, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8117, loss_cls: 1.5947, loss: 1.5947, grad_norm: 7.6225 2020-08-12 16:49:47,790 - mmaction - INFO - Epoch [233][3280/3757] lr: 2.153e-03, eta: 20:40:58, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8133, loss_cls: 1.6579, loss: 1.6579, grad_norm: 7.7327 2020-08-12 16:50:03,815 - mmaction - INFO - Epoch [233][3300/3757] lr: 2.153e-03, eta: 20:40:12, time: 0.803, data_time: 0.006, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8125, loss_cls: 1.6712, loss: 1.6712, grad_norm: 7.8204 2020-08-12 16:50:19,570 - mmaction - INFO - Epoch [233][3320/3757] lr: 2.153e-03, eta: 20:39:19, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8336, loss_cls: 1.5361, loss: 1.5361, grad_norm: 7.3994 2020-08-12 16:50:35,652 - mmaction - INFO - Epoch [233][3340/3757] lr: 2.153e-03, eta: 20:38:35, time: 0.803, data_time: 0.012, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8328, loss_cls: 1.5517, loss: 1.5517, grad_norm: 7.4970 2020-08-12 16:50:51,477 - mmaction - INFO - Epoch [233][3360/3757] lr: 2.153e-03, eta: 20:37:44, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8023, loss_cls: 1.6380, loss: 1.6380, grad_norm: 7.8154 2020-08-12 16:51:07,355 - mmaction - INFO - Epoch [233][3380/3757] lr: 2.153e-03, eta: 20:36:55, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8391, loss_cls: 1.5356, loss: 1.5356, grad_norm: 7.6081 2020-08-12 16:51:23,209 - mmaction - INFO - Epoch [233][3400/3757] lr: 2.153e-03, eta: 20:36:07, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8234, loss_cls: 1.5940, loss: 1.5940, grad_norm: 7.3052 2020-08-12 16:51:39,023 - mmaction - INFO - Epoch [233][3420/3757] lr: 2.153e-03, eta: 20:35:17, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8187, loss_cls: 1.6263, loss: 1.6263, grad_norm: 7.5340 2020-08-12 16:51:54,827 - mmaction - INFO - Epoch [233][3440/3757] lr: 2.153e-03, eta: 20:34:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8414, loss_cls: 1.4785, loss: 1.4785, grad_norm: 7.3352 2020-08-12 16:52:10,657 - mmaction - INFO - Epoch [233][3460/3757] lr: 2.153e-03, eta: 20:33:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8211, loss_cls: 1.6235, loss: 1.6235, grad_norm: 7.7833 2020-08-12 16:52:26,393 - mmaction - INFO - Epoch [233][3480/3757] lr: 2.153e-03, eta: 20:32:49, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8211, loss_cls: 1.5906, loss: 1.5906, grad_norm: 7.3135 2020-08-12 16:52:42,170 - mmaction - INFO - Epoch [233][3500/3757] lr: 2.153e-03, eta: 20:32:00, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8219, loss_cls: 1.6094, loss: 1.6094, grad_norm: 7.8112 2020-08-12 16:52:57,978 - mmaction - INFO - Epoch [233][3520/3757] lr: 2.153e-03, eta: 20:31:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8289, loss_cls: 1.5815, loss: 1.5815, grad_norm: 7.6939 2020-08-12 16:53:13,818 - mmaction - INFO - Epoch [233][3540/3757] lr: 2.153e-03, eta: 20:30:25, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8211, loss_cls: 1.6201, loss: 1.6201, grad_norm: 7.6895 2020-08-12 16:53:33,882 - mmaction - INFO - Epoch [233][3560/3757] lr: 2.153e-03, eta: 20:31:22, time: 1.004, data_time: 0.005, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8289, loss_cls: 1.5422, loss: 1.5422, grad_norm: 7.5970 2020-08-12 16:53:54,195 - mmaction - INFO - Epoch [233][3580/3757] lr: 2.153e-03, eta: 20:32:23, time: 1.015, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8320, loss_cls: 1.5743, loss: 1.5743, grad_norm: 7.7544 2020-08-12 16:54:12,938 - mmaction - INFO - Epoch [233][3600/3757] lr: 2.153e-03, eta: 20:32:46, time: 0.938, data_time: 0.111, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8250, loss_cls: 1.6063, loss: 1.6063, grad_norm: 7.8129 2020-08-12 16:54:30,963 - mmaction - INFO - Epoch [233][3620/3757] lr: 2.153e-03, eta: 20:32:51, time: 0.900, data_time: 0.102, memory: 6192, top1_acc: 0.6016, top5_acc: 0.8227, loss_cls: 1.6787, loss: 1.6787, grad_norm: 7.7794 2020-08-12 16:54:46,689 - mmaction - INFO - Epoch [233][3640/3757] lr: 2.153e-03, eta: 20:32:02, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8352, loss_cls: 1.5428, loss: 1.5428, grad_norm: 7.3845 2020-08-12 16:55:02,766 - mmaction - INFO - Epoch [233][3660/3757] lr: 2.153e-03, eta: 20:31:21, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8336, loss_cls: 1.5384, loss: 1.5384, grad_norm: 7.4970 2020-08-12 16:55:18,508 - mmaction - INFO - Epoch [233][3680/3757] lr: 2.153e-03, eta: 20:30:32, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8289, loss_cls: 1.5594, loss: 1.5594, grad_norm: 7.5513 2020-08-12 16:55:34,504 - mmaction - INFO - Epoch [233][3700/3757] lr: 2.153e-03, eta: 20:29:50, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8414, loss_cls: 1.4501, loss: 1.4501, grad_norm: 7.4471 2020-08-12 16:55:50,359 - mmaction - INFO - Epoch [233][3720/3757] lr: 2.153e-03, eta: 20:29:05, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8359, loss_cls: 1.5342, loss: 1.5342, grad_norm: 7.3761 2020-08-12 16:56:06,289 - mmaction - INFO - Epoch [233][3740/3757] lr: 2.153e-03, eta: 20:28:21, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8250, loss_cls: 1.5202, loss: 1.5202, grad_norm: 7.3329 2020-08-12 16:58:58,120 - mmaction - INFO - Epoch [234][20/3757] lr: 1.978e-03, eta: 21:14:58, time: 7.760, data_time: 6.939, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8305, loss_cls: 1.4934, loss: 1.4934, grad_norm: 7.3326 2020-08-12 16:59:13,997 - mmaction - INFO - Epoch [234][40/3757] lr: 1.978e-03, eta: 21:13:59, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8109, loss_cls: 1.6175, loss: 1.6175, grad_norm: 7.6611 2020-08-12 16:59:29,800 - mmaction - INFO - Epoch [234][60/3757] lr: 1.978e-03, eta: 21:12:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8328, loss_cls: 1.5255, loss: 1.5255, grad_norm: 7.6603 2020-08-12 16:59:45,752 - mmaction - INFO - Epoch [234][80/3757] lr: 1.978e-03, eta: 21:12:02, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8313, loss_cls: 1.5742, loss: 1.5742, grad_norm: 7.6665 2020-08-12 17:00:01,595 - mmaction - INFO - Epoch [234][100/3757] lr: 1.978e-03, eta: 21:11:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8289, loss_cls: 1.5314, loss: 1.5314, grad_norm: 7.2514 2020-08-12 17:00:21,678 - mmaction - INFO - Epoch [234][120/3757] lr: 1.978e-03, eta: 21:11:38, time: 1.003, data_time: 0.006, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8234, loss_cls: 1.5911, loss: 1.5911, grad_norm: 7.5201 2020-08-12 17:00:43,100 - mmaction - INFO - Epoch [234][140/3757] lr: 1.978e-03, eta: 21:12:44, time: 1.073, data_time: 0.007, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8172, loss_cls: 1.5983, loss: 1.5983, grad_norm: 7.6564 2020-08-12 17:00:59,017 - mmaction - INFO - Epoch [234][160/3757] lr: 1.978e-03, eta: 21:11:46, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8445, loss_cls: 1.4811, loss: 1.4811, grad_norm: 7.4172 2020-08-12 17:01:15,271 - mmaction - INFO - Epoch [234][180/3757] lr: 1.978e-03, eta: 21:10:58, time: 0.815, data_time: 0.029, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8141, loss_cls: 1.5635, loss: 1.5635, grad_norm: 7.6054 2020-08-12 17:01:31,841 - mmaction - INFO - Epoch [234][200/3757] lr: 1.978e-03, eta: 21:10:16, time: 0.828, data_time: 0.001, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8414, loss_cls: 1.4561, loss: 1.4561, grad_norm: 7.6575 2020-08-12 17:01:47,708 - mmaction - INFO - Epoch [234][220/3757] lr: 1.978e-03, eta: 21:09:19, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8227, loss_cls: 1.5492, loss: 1.5492, grad_norm: 7.3497 2020-08-12 17:02:04,408 - mmaction - INFO - Epoch [234][240/3757] lr: 1.978e-03, eta: 21:08:40, time: 0.834, data_time: 0.046, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8313, loss_cls: 1.5684, loss: 1.5684, grad_norm: 7.5939 2020-08-12 17:02:21,217 - mmaction - INFO - Epoch [234][260/3757] lr: 1.978e-03, eta: 21:08:04, time: 0.841, data_time: 0.002, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8297, loss_cls: 1.5312, loss: 1.5312, grad_norm: 7.4441 2020-08-12 17:02:36,972 - mmaction - INFO - Epoch [234][280/3757] lr: 1.978e-03, eta: 21:07:06, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8227, loss_cls: 1.5334, loss: 1.5334, grad_norm: 7.6505 2020-08-12 17:02:52,779 - mmaction - INFO - Epoch [234][300/3757] lr: 1.978e-03, eta: 21:06:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8477, loss_cls: 1.4764, loss: 1.4764, grad_norm: 7.4854 2020-08-12 17:03:08,536 - mmaction - INFO - Epoch [234][320/3757] lr: 1.978e-03, eta: 21:05:12, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8281, loss_cls: 1.5810, loss: 1.5810, grad_norm: 7.8606 2020-08-12 17:03:24,343 - mmaction - INFO - Epoch [234][340/3757] lr: 1.978e-03, eta: 21:04:15, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8219, loss_cls: 1.5761, loss: 1.5761, grad_norm: 7.6278 2020-08-12 17:03:40,118 - mmaction - INFO - Epoch [234][360/3757] lr: 1.978e-03, eta: 21:03:19, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8336, loss_cls: 1.5021, loss: 1.5021, grad_norm: 7.4313 2020-08-12 17:03:56,030 - mmaction - INFO - Epoch [234][380/3757] lr: 1.978e-03, eta: 21:02:26, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8234, loss_cls: 1.5717, loss: 1.5717, grad_norm: 7.6468 2020-08-12 17:04:11,975 - mmaction - INFO - Epoch [234][400/3757] lr: 1.978e-03, eta: 21:01:34, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8445, loss_cls: 1.5505, loss: 1.5505, grad_norm: 7.7179 2020-08-12 17:04:27,824 - mmaction - INFO - Epoch [234][420/3757] lr: 1.978e-03, eta: 21:00:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8336, loss_cls: 1.5373, loss: 1.5373, grad_norm: 7.4382 2020-08-12 17:04:43,761 - mmaction - INFO - Epoch [234][440/3757] lr: 1.978e-03, eta: 20:59:49, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8352, loss_cls: 1.5357, loss: 1.5357, grad_norm: 7.4337 2020-08-12 17:04:59,534 - mmaction - INFO - Epoch [234][460/3757] lr: 1.978e-03, eta: 20:58:54, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8297, loss_cls: 1.5424, loss: 1.5424, grad_norm: 7.5043 2020-08-12 17:05:15,485 - mmaction - INFO - Epoch [234][480/3757] lr: 1.978e-03, eta: 20:58:04, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8289, loss_cls: 1.6047, loss: 1.6047, grad_norm: 7.6135 2020-08-12 17:05:31,227 - mmaction - INFO - Epoch [234][500/3757] lr: 1.978e-03, eta: 20:57:09, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8383, loss_cls: 1.4772, loss: 1.4772, grad_norm: 7.3983 2020-08-12 17:05:47,218 - mmaction - INFO - Epoch [234][520/3757] lr: 1.978e-03, eta: 20:56:20, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.5961, top5_acc: 0.8227, loss_cls: 1.6319, loss: 1.6319, grad_norm: 7.9226 2020-08-12 17:06:02,986 - mmaction - INFO - Epoch [234][540/3757] lr: 1.978e-03, eta: 20:55:27, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8227, loss_cls: 1.5424, loss: 1.5424, grad_norm: 7.5738 2020-08-12 17:06:18,770 - mmaction - INFO - Epoch [234][560/3757] lr: 1.978e-03, eta: 20:54:34, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8156, loss_cls: 1.6687, loss: 1.6687, grad_norm: 7.7620 2020-08-12 17:06:34,751 - mmaction - INFO - Epoch [234][580/3757] lr: 1.978e-03, eta: 20:53:46, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8320, loss_cls: 1.5188, loss: 1.5188, grad_norm: 7.2984 2020-08-12 17:06:50,506 - mmaction - INFO - Epoch [234][600/3757] lr: 1.978e-03, eta: 20:52:54, time: 0.789, data_time: 0.007, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8383, loss_cls: 1.4938, loss: 1.4938, grad_norm: 7.6497 2020-08-12 17:07:06,400 - mmaction - INFO - Epoch [234][620/3757] lr: 1.978e-03, eta: 20:52:04, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8297, loss_cls: 1.5647, loss: 1.5647, grad_norm: 7.6419 2020-08-12 17:07:22,262 - mmaction - INFO - Epoch [234][640/3757] lr: 1.978e-03, eta: 20:51:15, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8367, loss_cls: 1.5485, loss: 1.5485, grad_norm: 7.4033 2020-08-12 17:07:38,101 - mmaction - INFO - Epoch [234][660/3757] lr: 1.978e-03, eta: 20:50:25, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8242, loss_cls: 1.5781, loss: 1.5781, grad_norm: 7.5966 2020-08-12 17:07:54,025 - mmaction - INFO - Epoch [234][680/3757] lr: 1.978e-03, eta: 20:49:37, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8070, loss_cls: 1.6585, loss: 1.6585, grad_norm: 7.6101 2020-08-12 17:08:09,745 - mmaction - INFO - Epoch [234][700/3757] lr: 1.978e-03, eta: 20:48:45, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8422, loss_cls: 1.5234, loss: 1.5234, grad_norm: 7.4009 2020-08-12 17:08:25,534 - mmaction - INFO - Epoch [234][720/3757] lr: 1.978e-03, eta: 20:47:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8383, loss_cls: 1.5461, loss: 1.5461, grad_norm: 7.4991 2020-08-12 17:08:41,394 - mmaction - INFO - Epoch [234][740/3757] lr: 1.978e-03, eta: 20:47:07, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8414, loss_cls: 1.4603, loss: 1.4603, grad_norm: 7.2902 2020-08-12 17:08:57,181 - mmaction - INFO - Epoch [234][760/3757] lr: 1.978e-03, eta: 20:46:17, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8219, loss_cls: 1.5499, loss: 1.5499, grad_norm: 7.4386 2020-08-12 17:09:13,032 - mmaction - INFO - Epoch [234][780/3757] lr: 1.978e-03, eta: 20:45:30, time: 0.793, data_time: 0.009, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8406, loss_cls: 1.4548, loss: 1.4548, grad_norm: 7.3994 2020-08-12 17:09:28,874 - mmaction - INFO - Epoch [234][800/3757] lr: 1.978e-03, eta: 20:44:42, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.6452, loss: 1.6452, grad_norm: 7.7409 2020-08-12 17:09:44,754 - mmaction - INFO - Epoch [234][820/3757] lr: 1.978e-03, eta: 20:43:55, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8305, loss_cls: 1.5260, loss: 1.5260, grad_norm: 7.6852 2020-08-12 17:10:00,558 - mmaction - INFO - Epoch [234][840/3757] lr: 1.978e-03, eta: 20:43:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4773, loss: 1.4773, grad_norm: 7.5168 2020-08-12 17:10:16,317 - mmaction - INFO - Epoch [234][860/3757] lr: 1.978e-03, eta: 20:42:19, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8242, loss_cls: 1.5599, loss: 1.5599, grad_norm: 7.6289 2020-08-12 17:10:32,157 - mmaction - INFO - Epoch [234][880/3757] lr: 1.978e-03, eta: 20:41:32, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8445, loss_cls: 1.4397, loss: 1.4397, grad_norm: 7.2438 2020-08-12 17:10:47,939 - mmaction - INFO - Epoch [234][900/3757] lr: 1.978e-03, eta: 20:40:45, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8266, loss_cls: 1.5780, loss: 1.5780, grad_norm: 7.5679 2020-08-12 17:11:03,791 - mmaction - INFO - Epoch [234][920/3757] lr: 1.978e-03, eta: 20:39:59, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8187, loss_cls: 1.5594, loss: 1.5594, grad_norm: 7.4782 2020-08-12 17:11:19,654 - mmaction - INFO - Epoch [234][940/3757] lr: 1.978e-03, eta: 20:39:13, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.5380, loss: 1.5380, grad_norm: 7.3167 2020-08-12 17:11:35,525 - mmaction - INFO - Epoch [234][960/3757] lr: 1.978e-03, eta: 20:38:27, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8242, loss_cls: 1.5632, loss: 1.5632, grad_norm: 7.6444 2020-08-12 17:11:51,312 - mmaction - INFO - Epoch [234][980/3757] lr: 1.978e-03, eta: 20:37:42, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8195, loss_cls: 1.5764, loss: 1.5764, grad_norm: 7.7234 2020-08-12 17:12:07,022 - mmaction - INFO - Epoch [234][1000/3757] lr: 1.978e-03, eta: 20:36:54, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8109, loss_cls: 1.6361, loss: 1.6361, grad_norm: 7.7071 2020-08-12 17:12:22,944 - mmaction - INFO - Epoch [234][1020/3757] lr: 1.978e-03, eta: 20:36:11, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8313, loss_cls: 1.5208, loss: 1.5208, grad_norm: 7.5574 2020-08-12 17:12:38,631 - mmaction - INFO - Epoch [234][1040/3757] lr: 1.978e-03, eta: 20:35:23, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8500, loss_cls: 1.4559, loss: 1.4559, grad_norm: 7.4355 2020-08-12 17:12:54,418 - mmaction - INFO - Epoch [234][1060/3757] lr: 1.978e-03, eta: 20:34:38, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8305, loss_cls: 1.5664, loss: 1.5664, grad_norm: 7.7118 2020-08-12 17:13:10,147 - mmaction - INFO - Epoch [234][1080/3757] lr: 1.978e-03, eta: 20:33:52, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8234, loss_cls: 1.6338, loss: 1.6338, grad_norm: 7.6964 2020-08-12 17:13:25,965 - mmaction - INFO - Epoch [234][1100/3757] lr: 1.978e-03, eta: 20:33:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8359, loss_cls: 1.5288, loss: 1.5288, grad_norm: 7.5680 2020-08-12 17:13:41,753 - mmaction - INFO - Epoch [234][1120/3757] lr: 1.978e-03, eta: 20:32:23, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8406, loss_cls: 1.4849, loss: 1.4849, grad_norm: 7.4036 2020-08-12 17:13:57,568 - mmaction - INFO - Epoch [234][1140/3757] lr: 1.978e-03, eta: 20:31:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8344, loss_cls: 1.5489, loss: 1.5489, grad_norm: 7.7409 2020-08-12 17:14:13,387 - mmaction - INFO - Epoch [234][1160/3757] lr: 1.978e-03, eta: 20:30:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8406, loss_cls: 1.4677, loss: 1.4677, grad_norm: 7.3419 2020-08-12 17:14:29,222 - mmaction - INFO - Epoch [234][1180/3757] lr: 1.978e-03, eta: 20:30:13, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8422, loss_cls: 1.4941, loss: 1.4941, grad_norm: 7.4890 2020-08-12 17:14:45,058 - mmaction - INFO - Epoch [234][1200/3757] lr: 1.978e-03, eta: 20:29:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8109, loss_cls: 1.6318, loss: 1.6318, grad_norm: 7.6115 2020-08-12 17:15:01,027 - mmaction - INFO - Epoch [234][1220/3757] lr: 1.978e-03, eta: 20:28:49, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8297, loss_cls: 1.5262, loss: 1.5262, grad_norm: 7.5386 2020-08-12 17:15:16,820 - mmaction - INFO - Epoch [234][1240/3757] lr: 1.978e-03, eta: 20:28:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8297, loss_cls: 1.5562, loss: 1.5562, grad_norm: 7.5879 2020-08-12 17:15:32,638 - mmaction - INFO - Epoch [234][1260/3757] lr: 1.978e-03, eta: 20:27:24, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8328, loss_cls: 1.4936, loss: 1.4936, grad_norm: 7.4947 2020-08-12 17:15:48,552 - mmaction - INFO - Epoch [234][1280/3757] lr: 1.978e-03, eta: 20:26:43, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8320, loss_cls: 1.4956, loss: 1.4956, grad_norm: 7.3822 2020-08-12 17:16:04,309 - mmaction - INFO - Epoch [234][1300/3757] lr: 1.978e-03, eta: 20:26:00, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8414, loss_cls: 1.5005, loss: 1.5005, grad_norm: 7.6232 2020-08-12 17:16:20,524 - mmaction - INFO - Epoch [234][1320/3757] lr: 1.978e-03, eta: 20:25:25, time: 0.811, data_time: 0.004, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8203, loss_cls: 1.5730, loss: 1.5730, grad_norm: 7.3596 2020-08-12 17:16:36,430 - mmaction - INFO - Epoch [234][1340/3757] lr: 1.978e-03, eta: 20:24:44, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8359, loss_cls: 1.5153, loss: 1.5153, grad_norm: 7.1863 2020-08-12 17:16:53,982 - mmaction - INFO - Epoch [234][1360/3757] lr: 1.978e-03, eta: 20:24:32, time: 0.879, data_time: 0.005, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8469, loss_cls: 1.4755, loss: 1.4755, grad_norm: 7.4075 2020-08-12 17:17:10,046 - mmaction - INFO - Epoch [234][1380/3757] lr: 1.978e-03, eta: 20:23:55, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8445, loss_cls: 1.4295, loss: 1.4295, grad_norm: 7.3295 2020-08-12 17:17:25,928 - mmaction - INFO - Epoch [234][1400/3757] lr: 1.978e-03, eta: 20:23:14, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8000, loss_cls: 1.6780, loss: 1.6780, grad_norm: 7.9433 2020-08-12 17:17:41,851 - mmaction - INFO - Epoch [234][1420/3757] lr: 1.978e-03, eta: 20:22:34, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8438, loss_cls: 1.4553, loss: 1.4553, grad_norm: 7.3003 2020-08-12 17:17:57,801 - mmaction - INFO - Epoch [234][1440/3757] lr: 1.978e-03, eta: 20:21:56, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8258, loss_cls: 1.6032, loss: 1.6032, grad_norm: 7.8458 2020-08-12 17:18:13,650 - mmaction - INFO - Epoch [234][1460/3757] lr: 1.978e-03, eta: 20:21:16, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8313, loss_cls: 1.5449, loss: 1.5449, grad_norm: 7.6200 2020-08-12 17:18:29,465 - mmaction - INFO - Epoch [234][1480/3757] lr: 1.978e-03, eta: 20:20:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8281, loss_cls: 1.5002, loss: 1.5002, grad_norm: 7.3135 2020-08-12 17:18:45,389 - mmaction - INFO - Epoch [234][1500/3757] lr: 1.978e-03, eta: 20:19:57, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8297, loss_cls: 1.5705, loss: 1.5705, grad_norm: 7.7667 2020-08-12 17:19:01,358 - mmaction - INFO - Epoch [234][1520/3757] lr: 1.978e-03, eta: 20:19:19, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6133, top5_acc: 0.8320, loss_cls: 1.5633, loss: 1.5633, grad_norm: 7.7449 2020-08-12 17:19:17,256 - mmaction - INFO - Epoch [234][1540/3757] lr: 1.978e-03, eta: 20:18:40, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4659, loss: 1.4659, grad_norm: 7.3352 2020-08-12 17:19:33,188 - mmaction - INFO - Epoch [234][1560/3757] lr: 1.978e-03, eta: 20:18:02, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8211, loss_cls: 1.5919, loss: 1.5919, grad_norm: 7.4575 2020-08-12 17:19:49,053 - mmaction - INFO - Epoch [234][1580/3757] lr: 1.978e-03, eta: 20:17:24, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8273, loss_cls: 1.5898, loss: 1.5898, grad_norm: 7.2869 2020-08-12 17:20:04,998 - mmaction - INFO - Epoch [234][1600/3757] lr: 1.978e-03, eta: 20:16:46, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8406, loss_cls: 1.5025, loss: 1.5025, grad_norm: 7.3304 2020-08-12 17:20:20,783 - mmaction - INFO - Epoch [234][1620/3757] lr: 1.978e-03, eta: 20:16:06, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8164, loss_cls: 1.6067, loss: 1.6067, grad_norm: 7.5736 2020-08-12 17:20:36,684 - mmaction - INFO - Epoch [234][1640/3757] lr: 1.978e-03, eta: 20:15:28, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8258, loss_cls: 1.5180, loss: 1.5180, grad_norm: 7.5726 2020-08-12 17:20:52,555 - mmaction - INFO - Epoch [234][1660/3757] lr: 1.978e-03, eta: 20:14:51, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8195, loss_cls: 1.5729, loss: 1.5729, grad_norm: 7.6783 2020-08-12 17:21:08,424 - mmaction - INFO - Epoch [234][1680/3757] lr: 1.978e-03, eta: 20:14:12, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8305, loss_cls: 1.5325, loss: 1.5325, grad_norm: 7.6045 2020-08-12 17:21:24,301 - mmaction - INFO - Epoch [234][1700/3757] lr: 1.978e-03, eta: 20:13:35, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8273, loss_cls: 1.5783, loss: 1.5783, grad_norm: 7.7935 2020-08-12 17:21:40,264 - mmaction - INFO - Epoch [234][1720/3757] lr: 1.978e-03, eta: 20:12:59, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8336, loss_cls: 1.5307, loss: 1.5307, grad_norm: 7.4670 2020-08-12 17:21:56,136 - mmaction - INFO - Epoch [234][1740/3757] lr: 1.978e-03, eta: 20:12:21, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4973, loss: 1.4973, grad_norm: 7.5917 2020-08-12 17:22:11,938 - mmaction - INFO - Epoch [234][1760/3757] lr: 1.978e-03, eta: 20:11:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8359, loss_cls: 1.5632, loss: 1.5632, grad_norm: 7.7889 2020-08-12 17:22:27,641 - mmaction - INFO - Epoch [234][1780/3757] lr: 1.978e-03, eta: 20:11:03, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8352, loss_cls: 1.5434, loss: 1.5434, grad_norm: 7.6979 2020-08-12 17:22:43,439 - mmaction - INFO - Epoch [234][1800/3757] lr: 1.978e-03, eta: 20:10:25, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8375, loss_cls: 1.5456, loss: 1.5456, grad_norm: 7.6320 2020-08-12 17:22:59,309 - mmaction - INFO - Epoch [234][1820/3757] lr: 1.978e-03, eta: 20:09:48, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8398, loss_cls: 1.5039, loss: 1.5039, grad_norm: 7.5966 2020-08-12 17:23:15,005 - mmaction - INFO - Epoch [234][1840/3757] lr: 1.978e-03, eta: 20:09:09, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8375, loss_cls: 1.5657, loss: 1.5657, grad_norm: 7.5814 2020-08-12 17:23:30,877 - mmaction - INFO - Epoch [234][1860/3757] lr: 1.978e-03, eta: 20:08:32, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8414, loss_cls: 1.5231, loss: 1.5231, grad_norm: 7.5136 2020-08-12 17:23:46,565 - mmaction - INFO - Epoch [234][1880/3757] lr: 1.978e-03, eta: 20:07:53, time: 0.784, data_time: 0.002, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8273, loss_cls: 1.5929, loss: 1.5929, grad_norm: 7.7934 2020-08-12 17:24:02,281 - mmaction - INFO - Epoch [234][1900/3757] lr: 1.978e-03, eta: 20:07:15, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8164, loss_cls: 1.5739, loss: 1.5739, grad_norm: 7.4002 2020-08-12 17:24:18,057 - mmaction - INFO - Epoch [234][1920/3757] lr: 1.978e-03, eta: 20:06:37, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8242, loss_cls: 1.5810, loss: 1.5810, grad_norm: 7.7765 2020-08-12 17:24:33,971 - mmaction - INFO - Epoch [234][1940/3757] lr: 1.978e-03, eta: 20:06:02, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8242, loss_cls: 1.5636, loss: 1.5636, grad_norm: 7.5726 2020-08-12 17:24:50,014 - mmaction - INFO - Epoch [234][1960/3757] lr: 1.978e-03, eta: 20:05:29, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8195, loss_cls: 1.6469, loss: 1.6469, grad_norm: 7.7395 2020-08-12 17:25:05,793 - mmaction - INFO - Epoch [234][1980/3757] lr: 1.978e-03, eta: 20:04:52, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8523, loss_cls: 1.4881, loss: 1.4881, grad_norm: 7.5862 2020-08-12 17:25:21,538 - mmaction - INFO - Epoch [234][2000/3757] lr: 1.978e-03, eta: 20:04:15, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8273, loss_cls: 1.5511, loss: 1.5511, grad_norm: 7.2339 2020-08-12 17:25:37,542 - mmaction - INFO - Epoch [234][2020/3757] lr: 1.978e-03, eta: 20:03:41, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8297, loss_cls: 1.5739, loss: 1.5739, grad_norm: 7.6354 2020-08-12 17:25:53,449 - mmaction - INFO - Epoch [234][2040/3757] lr: 1.978e-03, eta: 20:03:06, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8289, loss_cls: 1.5609, loss: 1.5609, grad_norm: 7.6063 2020-08-12 17:26:09,275 - mmaction - INFO - Epoch [234][2060/3757] lr: 1.978e-03, eta: 20:02:30, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8273, loss_cls: 1.5808, loss: 1.5808, grad_norm: 7.6328 2020-08-12 17:26:25,180 - mmaction - INFO - Epoch [234][2080/3757] lr: 1.978e-03, eta: 20:01:56, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8328, loss_cls: 1.5174, loss: 1.5174, grad_norm: 7.6307 2020-08-12 17:26:40,951 - mmaction - INFO - Epoch [234][2100/3757] lr: 1.978e-03, eta: 20:01:20, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8328, loss_cls: 1.5022, loss: 1.5022, grad_norm: 7.6337 2020-08-12 17:26:56,993 - mmaction - INFO - Epoch [234][2120/3757] lr: 1.978e-03, eta: 20:00:48, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8102, loss_cls: 1.5869, loss: 1.5869, grad_norm: 7.4837 2020-08-12 17:27:12,885 - mmaction - INFO - Epoch [234][2140/3757] lr: 1.978e-03, eta: 20:00:13, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8234, loss_cls: 1.5587, loss: 1.5587, grad_norm: 7.6394 2020-08-12 17:27:28,712 - mmaction - INFO - Epoch [234][2160/3757] lr: 1.978e-03, eta: 19:59:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8172, loss_cls: 1.5294, loss: 1.5294, grad_norm: 7.5016 2020-08-12 17:27:44,522 - mmaction - INFO - Epoch [234][2180/3757] lr: 1.978e-03, eta: 19:59:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8398, loss_cls: 1.5039, loss: 1.5039, grad_norm: 7.4934 2020-08-12 17:28:00,415 - mmaction - INFO - Epoch [234][2200/3757] lr: 1.978e-03, eta: 19:58:29, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8367, loss_cls: 1.5537, loss: 1.5537, grad_norm: 7.3827 2020-08-12 17:28:16,372 - mmaction - INFO - Epoch [234][2220/3757] lr: 1.978e-03, eta: 19:57:56, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8555, loss_cls: 1.4587, loss: 1.4587, grad_norm: 7.6136 2020-08-12 17:28:32,341 - mmaction - INFO - Epoch [234][2240/3757] lr: 1.978e-03, eta: 19:57:24, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8359, loss_cls: 1.4933, loss: 1.4933, grad_norm: 7.4441 2020-08-12 17:28:48,151 - mmaction - INFO - Epoch [234][2260/3757] lr: 1.978e-03, eta: 19:56:49, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6062, top5_acc: 0.8187, loss_cls: 1.6657, loss: 1.6657, grad_norm: 7.9130 2020-08-12 17:29:04,070 - mmaction - INFO - Epoch [234][2280/3757] lr: 1.978e-03, eta: 19:56:16, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.4938, loss: 1.4938, grad_norm: 7.4557 2020-08-12 17:29:19,963 - mmaction - INFO - Epoch [234][2300/3757] lr: 1.978e-03, eta: 19:55:43, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8242, loss_cls: 1.5322, loss: 1.5322, grad_norm: 7.7605 2020-08-12 17:29:35,719 - mmaction - INFO - Epoch [234][2320/3757] lr: 1.978e-03, eta: 19:55:07, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8172, loss_cls: 1.6621, loss: 1.6621, grad_norm: 7.7548 2020-08-12 17:29:51,536 - mmaction - INFO - Epoch [234][2340/3757] lr: 1.978e-03, eta: 19:54:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8203, loss_cls: 1.5923, loss: 1.5923, grad_norm: 7.6171 2020-08-12 17:30:07,520 - mmaction - INFO - Epoch [234][2360/3757] lr: 1.978e-03, eta: 19:54:02, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8352, loss_cls: 1.4990, loss: 1.4990, grad_norm: 7.5494 2020-08-12 17:30:23,197 - mmaction - INFO - Epoch [234][2380/3757] lr: 1.978e-03, eta: 19:53:26, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8398, loss_cls: 1.4965, loss: 1.4965, grad_norm: 7.5013 2020-08-12 17:30:39,218 - mmaction - INFO - Epoch [234][2400/3757] lr: 1.978e-03, eta: 19:52:55, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8313, loss_cls: 1.5315, loss: 1.5315, grad_norm: 7.6027 2020-08-12 17:30:55,381 - mmaction - INFO - Epoch [234][2420/3757] lr: 1.978e-03, eta: 19:52:26, time: 0.808, data_time: 0.001, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8336, loss_cls: 1.4958, loss: 1.4958, grad_norm: 7.4317 2020-08-12 17:31:11,437 - mmaction - INFO - Epoch [234][2440/3757] lr: 1.978e-03, eta: 19:51:56, time: 0.804, data_time: 0.002, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8414, loss_cls: 1.5223, loss: 1.5223, grad_norm: 7.3635 2020-08-12 17:31:29,185 - mmaction - INFO - Epoch [234][2460/3757] lr: 1.978e-03, eta: 19:51:48, time: 0.886, data_time: 0.001, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.5098, loss: 1.5098, grad_norm: 7.6081 2020-08-12 17:31:45,066 - mmaction - INFO - Epoch [234][2480/3757] lr: 1.978e-03, eta: 19:51:16, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6109, top5_acc: 0.8172, loss_cls: 1.6513, loss: 1.6513, grad_norm: 7.7009 2020-08-12 17:32:00,938 - mmaction - INFO - Epoch [234][2500/3757] lr: 1.978e-03, eta: 19:50:43, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8078, loss_cls: 1.6175, loss: 1.6175, grad_norm: 7.6781 2020-08-12 17:32:17,092 - mmaction - INFO - Epoch [234][2520/3757] lr: 1.978e-03, eta: 19:50:14, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8484, loss_cls: 1.4305, loss: 1.4305, grad_norm: 7.2272 2020-08-12 17:32:33,075 - mmaction - INFO - Epoch [234][2540/3757] lr: 1.978e-03, eta: 19:49:43, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8398, loss_cls: 1.4482, loss: 1.4482, grad_norm: 7.2484 2020-08-12 17:32:49,064 - mmaction - INFO - Epoch [234][2560/3757] lr: 1.978e-03, eta: 19:49:12, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8406, loss_cls: 1.4694, loss: 1.4694, grad_norm: 7.5015 2020-08-12 17:33:05,296 - mmaction - INFO - Epoch [234][2580/3757] lr: 1.978e-03, eta: 19:48:45, time: 0.813, data_time: 0.005, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8328, loss_cls: 1.6233, loss: 1.6233, grad_norm: 7.8897 2020-08-12 17:33:21,189 - mmaction - INFO - Epoch [234][2600/3757] lr: 1.978e-03, eta: 19:48:13, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8203, loss_cls: 1.5792, loss: 1.5792, grad_norm: 7.9092 2020-08-12 17:33:37,023 - mmaction - INFO - Epoch [234][2620/3757] lr: 1.978e-03, eta: 19:47:41, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8070, loss_cls: 1.5847, loss: 1.5847, grad_norm: 7.6385 2020-08-12 17:33:52,924 - mmaction - INFO - Epoch [234][2640/3757] lr: 1.978e-03, eta: 19:47:09, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8328, loss_cls: 1.5249, loss: 1.5249, grad_norm: 7.5743 2020-08-12 17:34:08,946 - mmaction - INFO - Epoch [234][2660/3757] lr: 1.978e-03, eta: 19:46:39, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8320, loss_cls: 1.5267, loss: 1.5267, grad_norm: 7.4371 2020-08-12 17:34:25,047 - mmaction - INFO - Epoch [234][2680/3757] lr: 1.978e-03, eta: 19:46:11, time: 0.805, data_time: 0.002, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8281, loss_cls: 1.5664, loss: 1.5664, grad_norm: 7.5465 2020-08-12 17:34:40,965 - mmaction - INFO - Epoch [234][2700/3757] lr: 1.978e-03, eta: 19:45:40, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8242, loss_cls: 1.5900, loss: 1.5900, grad_norm: 7.5942 2020-08-12 17:34:56,873 - mmaction - INFO - Epoch [234][2720/3757] lr: 1.978e-03, eta: 19:45:09, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8195, loss_cls: 1.6236, loss: 1.6236, grad_norm: 7.6487 2020-08-12 17:35:12,929 - mmaction - INFO - Epoch [234][2740/3757] lr: 1.978e-03, eta: 19:44:39, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8227, loss_cls: 1.5662, loss: 1.5662, grad_norm: 7.5803 2020-08-12 17:35:29,251 - mmaction - INFO - Epoch [234][2760/3757] lr: 1.978e-03, eta: 19:44:14, time: 0.817, data_time: 0.004, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8187, loss_cls: 1.6648, loss: 1.6648, grad_norm: 7.9276 2020-08-12 17:35:46,093 - mmaction - INFO - Epoch [234][2780/3757] lr: 1.978e-03, eta: 19:43:55, time: 0.842, data_time: 0.001, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.5151, loss: 1.5151, grad_norm: 7.5490 2020-08-12 17:36:02,830 - mmaction - INFO - Epoch [234][2800/3757] lr: 1.978e-03, eta: 19:43:35, time: 0.837, data_time: 0.003, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8477, loss_cls: 1.5038, loss: 1.5038, grad_norm: 7.6813 2020-08-12 17:36:18,846 - mmaction - INFO - Epoch [234][2820/3757] lr: 1.978e-03, eta: 19:43:06, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8320, loss_cls: 1.5561, loss: 1.5561, grad_norm: 7.6265 2020-08-12 17:36:34,883 - mmaction - INFO - Epoch [234][2840/3757] lr: 1.978e-03, eta: 19:42:37, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8023, loss_cls: 1.6433, loss: 1.6433, grad_norm: 7.7197 2020-08-12 17:36:50,784 - mmaction - INFO - Epoch [234][2860/3757] lr: 1.978e-03, eta: 19:42:06, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8383, loss_cls: 1.5114, loss: 1.5114, grad_norm: 7.4949 2020-08-12 17:37:07,019 - mmaction - INFO - Epoch [234][2880/3757] lr: 1.978e-03, eta: 19:41:40, time: 0.812, data_time: 0.003, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8164, loss_cls: 1.6347, loss: 1.6347, grad_norm: 8.0089 2020-08-12 17:37:24,392 - mmaction - INFO - Epoch [234][2900/3757] lr: 1.978e-03, eta: 19:41:27, time: 0.867, data_time: 0.004, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8367, loss_cls: 1.5218, loss: 1.5218, grad_norm: 7.4812 2020-08-12 17:37:41,006 - mmaction - INFO - Epoch [234][2920/3757] lr: 1.978e-03, eta: 19:41:06, time: 0.830, data_time: 0.004, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8242, loss_cls: 1.5867, loss: 1.5867, grad_norm: 7.7668 2020-08-12 17:37:57,117 - mmaction - INFO - Epoch [234][2940/3757] lr: 1.978e-03, eta: 19:40:38, time: 0.807, data_time: 0.006, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8352, loss_cls: 1.5185, loss: 1.5185, grad_norm: 7.5273 2020-08-12 17:38:13,199 - mmaction - INFO - Epoch [234][2960/3757] lr: 1.978e-03, eta: 19:40:10, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.5938, top5_acc: 0.8094, loss_cls: 1.7048, loss: 1.7048, grad_norm: 8.0745 2020-08-12 17:38:29,380 - mmaction - INFO - Epoch [234][2980/3757] lr: 1.978e-03, eta: 19:39:44, time: 0.810, data_time: 0.005, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8180, loss_cls: 1.5431, loss: 1.5431, grad_norm: 7.5908 2020-08-12 17:38:45,639 - mmaction - INFO - Epoch [234][3000/3757] lr: 1.978e-03, eta: 19:39:18, time: 0.813, data_time: 0.003, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8234, loss_cls: 1.6133, loss: 1.6133, grad_norm: 7.8314 2020-08-12 17:39:02,025 - mmaction - INFO - Epoch [234][3020/3757] lr: 1.978e-03, eta: 19:38:54, time: 0.819, data_time: 0.003, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8187, loss_cls: 1.5601, loss: 1.5601, grad_norm: 7.6476 2020-08-12 17:39:18,634 - mmaction - INFO - Epoch [234][3040/3757] lr: 1.978e-03, eta: 19:38:32, time: 0.831, data_time: 0.004, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4726, loss: 1.4726, grad_norm: 7.4491 2020-08-12 17:39:34,476 - mmaction - INFO - Epoch [234][3060/3757] lr: 1.978e-03, eta: 19:38:02, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6000, top5_acc: 0.7945, loss_cls: 1.7153, loss: 1.7153, grad_norm: 7.8432 2020-08-12 17:39:50,433 - mmaction - INFO - Epoch [234][3080/3757] lr: 1.978e-03, eta: 19:37:32, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8187, loss_cls: 1.5544, loss: 1.5544, grad_norm: 7.7096 2020-08-12 17:40:06,340 - mmaction - INFO - Epoch [234][3100/3757] lr: 1.978e-03, eta: 19:37:03, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8219, loss_cls: 1.5944, loss: 1.5944, grad_norm: 7.5226 2020-08-12 17:40:22,976 - mmaction - INFO - Epoch [234][3120/3757] lr: 1.978e-03, eta: 19:36:42, time: 0.831, data_time: 0.001, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8250, loss_cls: 1.5486, loss: 1.5486, grad_norm: 7.5400 2020-08-12 17:40:39,981 - mmaction - INFO - Epoch [234][3140/3757] lr: 1.978e-03, eta: 19:36:26, time: 0.851, data_time: 0.001, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8438, loss_cls: 1.5375, loss: 1.5375, grad_norm: 7.6057 2020-08-12 17:40:56,246 - mmaction - INFO - Epoch [234][3160/3757] lr: 1.978e-03, eta: 19:36:00, time: 0.813, data_time: 0.001, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8211, loss_cls: 1.5588, loss: 1.5588, grad_norm: 7.7557 2020-08-12 17:41:12,294 - mmaction - INFO - Epoch [234][3180/3757] lr: 1.978e-03, eta: 19:35:33, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8109, loss_cls: 1.5851, loss: 1.5851, grad_norm: 7.4785 2020-08-12 17:41:28,454 - mmaction - INFO - Epoch [234][3200/3757] lr: 1.978e-03, eta: 19:35:06, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8211, loss_cls: 1.5574, loss: 1.5574, grad_norm: 7.4828 2020-08-12 17:41:44,561 - mmaction - INFO - Epoch [234][3220/3757] lr: 1.978e-03, eta: 19:34:39, time: 0.807, data_time: 0.005, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8273, loss_cls: 1.5506, loss: 1.5506, grad_norm: 7.7184 2020-08-12 17:42:00,619 - mmaction - INFO - Epoch [234][3240/3757] lr: 1.978e-03, eta: 19:34:11, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8242, loss_cls: 1.5966, loss: 1.5966, grad_norm: 7.9016 2020-08-12 17:42:16,637 - mmaction - INFO - Epoch [234][3260/3757] lr: 1.978e-03, eta: 19:33:44, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8242, loss_cls: 1.5751, loss: 1.5751, grad_norm: 7.4942 2020-08-12 17:42:32,633 - mmaction - INFO - Epoch [234][3280/3757] lr: 1.978e-03, eta: 19:33:15, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8250, loss_cls: 1.5647, loss: 1.5647, grad_norm: 7.4212 2020-08-12 17:42:48,644 - mmaction - INFO - Epoch [234][3300/3757] lr: 1.978e-03, eta: 19:32:48, time: 0.802, data_time: 0.006, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8187, loss_cls: 1.5824, loss: 1.5824, grad_norm: 7.7634 2020-08-12 17:43:04,604 - mmaction - INFO - Epoch [234][3320/3757] lr: 1.978e-03, eta: 19:32:20, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8328, loss_cls: 1.5231, loss: 1.5231, grad_norm: 7.3572 2020-08-12 17:43:20,586 - mmaction - INFO - Epoch [234][3340/3757] lr: 1.978e-03, eta: 19:31:51, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8273, loss_cls: 1.5633, loss: 1.5633, grad_norm: 7.6069 2020-08-12 17:43:36,400 - mmaction - INFO - Epoch [234][3360/3757] lr: 1.978e-03, eta: 19:31:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8344, loss_cls: 1.5468, loss: 1.5468, grad_norm: 7.7384 2020-08-12 17:43:52,153 - mmaction - INFO - Epoch [234][3380/3757] lr: 1.978e-03, eta: 19:30:51, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8250, loss_cls: 1.5823, loss: 1.5823, grad_norm: 7.5204 2020-08-12 17:44:08,154 - mmaction - INFO - Epoch [234][3400/3757] lr: 1.978e-03, eta: 19:30:23, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8289, loss_cls: 1.5486, loss: 1.5486, grad_norm: 7.6454 2020-08-12 17:44:24,018 - mmaction - INFO - Epoch [234][3420/3757] lr: 1.978e-03, eta: 19:29:54, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8383, loss_cls: 1.5332, loss: 1.5332, grad_norm: 7.5116 2020-08-12 17:44:39,741 - mmaction - INFO - Epoch [234][3440/3757] lr: 1.978e-03, eta: 19:29:24, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8281, loss_cls: 1.6008, loss: 1.6008, grad_norm: 7.6577 2020-08-12 17:44:55,496 - mmaction - INFO - Epoch [234][3460/3757] lr: 1.978e-03, eta: 19:28:53, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8375, loss_cls: 1.5245, loss: 1.5245, grad_norm: 7.7702 2020-08-12 17:45:11,300 - mmaction - INFO - Epoch [234][3480/3757] lr: 1.978e-03, eta: 19:28:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8383, loss_cls: 1.5034, loss: 1.5034, grad_norm: 7.5061 2020-08-12 17:45:27,177 - mmaction - INFO - Epoch [234][3500/3757] lr: 1.978e-03, eta: 19:27:55, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6141, top5_acc: 0.8055, loss_cls: 1.6157, loss: 1.6157, grad_norm: 7.7492 2020-08-12 17:45:43,024 - mmaction - INFO - Epoch [234][3520/3757] lr: 1.978e-03, eta: 19:27:26, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8187, loss_cls: 1.5810, loss: 1.5810, grad_norm: 7.6291 2020-08-12 17:45:58,857 - mmaction - INFO - Epoch [234][3540/3757] lr: 1.978e-03, eta: 19:26:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8391, loss_cls: 1.4797, loss: 1.4797, grad_norm: 7.5991 2020-08-12 17:46:14,821 - mmaction - INFO - Epoch [234][3560/3757] lr: 1.978e-03, eta: 19:26:30, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8266, loss_cls: 1.5225, loss: 1.5225, grad_norm: 7.7271 2020-08-12 17:46:30,686 - mmaction - INFO - Epoch [234][3580/3757] lr: 1.978e-03, eta: 19:26:01, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8242, loss_cls: 1.5759, loss: 1.5759, grad_norm: 7.9866 2020-08-12 17:46:46,514 - mmaction - INFO - Epoch [234][3600/3757] lr: 1.978e-03, eta: 19:25:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8313, loss_cls: 1.5257, loss: 1.5257, grad_norm: 7.5847 2020-08-12 17:47:02,730 - mmaction - INFO - Epoch [234][3620/3757] lr: 1.978e-03, eta: 19:25:08, time: 0.810, data_time: 0.003, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8117, loss_cls: 1.6081, loss: 1.6081, grad_norm: 8.0201 2020-08-12 17:47:19,086 - mmaction - INFO - Epoch [234][3640/3757] lr: 1.978e-03, eta: 19:24:45, time: 0.818, data_time: 0.005, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8172, loss_cls: 1.6423, loss: 1.6423, grad_norm: 8.1058 2020-08-12 17:47:35,205 - mmaction - INFO - Epoch [234][3660/3757] lr: 1.978e-03, eta: 19:24:20, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8039, loss_cls: 1.6552, loss: 1.6552, grad_norm: 7.8569 2020-08-12 17:47:51,418 - mmaction - INFO - Epoch [234][3680/3757] lr: 1.978e-03, eta: 19:23:55, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8102, loss_cls: 1.5671, loss: 1.5671, grad_norm: 7.6096 2020-08-12 17:48:07,454 - mmaction - INFO - Epoch [234][3700/3757] lr: 1.978e-03, eta: 19:23:29, time: 0.803, data_time: 0.005, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8164, loss_cls: 1.6595, loss: 1.6595, grad_norm: 7.8745 2020-08-12 17:48:23,641 - mmaction - INFO - Epoch [234][3720/3757] lr: 1.978e-03, eta: 19:23:04, time: 0.810, data_time: 0.004, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8359, loss_cls: 1.5086, loss: 1.5086, grad_norm: 7.7836 2020-08-12 17:48:39,657 - mmaction - INFO - Epoch [234][3740/3757] lr: 1.978e-03, eta: 19:22:38, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.6078, top5_acc: 0.8250, loss_cls: 1.5767, loss: 1.5767, grad_norm: 7.7164 2020-08-12 17:51:22,003 - mmaction - INFO - Epoch [235][20/3757] lr: 1.811e-03, eta: 19:42:42, time: 7.190, data_time: 6.364, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8211, loss_cls: 1.5556, loss: 1.5556, grad_norm: 7.5425 2020-08-12 17:51:38,777 - mmaction - INFO - Epoch [235][40/3757] lr: 1.811e-03, eta: 19:42:20, time: 0.839, data_time: 0.003, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.4948, loss: 1.4948, grad_norm: 7.3529 2020-08-12 17:51:54,903 - mmaction - INFO - Epoch [235][60/3757] lr: 1.811e-03, eta: 19:41:51, time: 0.806, data_time: 0.001, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8359, loss_cls: 1.5387, loss: 1.5387, grad_norm: 7.7989 2020-08-12 17:52:10,957 - mmaction - INFO - Epoch [235][80/3757] lr: 1.811e-03, eta: 19:41:22, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8531, loss_cls: 1.4483, loss: 1.4483, grad_norm: 7.4797 2020-08-12 17:52:26,696 - mmaction - INFO - Epoch [235][100/3757] lr: 1.811e-03, eta: 19:40:49, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.4396, loss: 1.4396, grad_norm: 7.3856 2020-08-12 17:52:42,744 - mmaction - INFO - Epoch [235][120/3757] lr: 1.811e-03, eta: 19:40:20, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8367, loss_cls: 1.5719, loss: 1.5719, grad_norm: 7.6859 2020-08-12 17:52:59,117 - mmaction - INFO - Epoch [235][140/3757] lr: 1.811e-03, eta: 19:39:54, time: 0.819, data_time: 0.005, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8398, loss_cls: 1.4737, loss: 1.4737, grad_norm: 7.5995 2020-08-12 17:53:15,097 - mmaction - INFO - Epoch [235][160/3757] lr: 1.811e-03, eta: 19:39:24, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8086, loss_cls: 1.5957, loss: 1.5957, grad_norm: 7.7393 2020-08-12 17:53:31,151 - mmaction - INFO - Epoch [235][180/3757] lr: 1.811e-03, eta: 19:38:56, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8359, loss_cls: 1.4852, loss: 1.4852, grad_norm: 7.5319 2020-08-12 17:53:47,321 - mmaction - INFO - Epoch [235][200/3757] lr: 1.811e-03, eta: 19:38:28, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8305, loss_cls: 1.5620, loss: 1.5620, grad_norm: 7.7942 2020-08-12 17:54:03,577 - mmaction - INFO - Epoch [235][220/3757] lr: 1.811e-03, eta: 19:38:01, time: 0.814, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8438, loss_cls: 1.4823, loss: 1.4823, grad_norm: 7.8505 2020-08-12 17:54:19,576 - mmaction - INFO - Epoch [235][240/3757] lr: 1.811e-03, eta: 19:37:32, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8266, loss_cls: 1.5389, loss: 1.5389, grad_norm: 7.4804 2020-08-12 17:54:35,492 - mmaction - INFO - Epoch [235][260/3757] lr: 1.811e-03, eta: 19:37:02, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8187, loss_cls: 1.5753, loss: 1.5753, grad_norm: 7.5390 2020-08-12 17:54:51,526 - mmaction - INFO - Epoch [235][280/3757] lr: 1.811e-03, eta: 19:36:33, time: 0.802, data_time: 0.002, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4861, loss: 1.4861, grad_norm: 7.5153 2020-08-12 17:55:07,746 - mmaction - INFO - Epoch [235][300/3757] lr: 1.811e-03, eta: 19:36:06, time: 0.810, data_time: 0.004, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8406, loss_cls: 1.5472, loss: 1.5472, grad_norm: 7.7855 2020-08-12 17:55:23,654 - mmaction - INFO - Epoch [235][320/3757] lr: 1.811e-03, eta: 19:35:36, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8258, loss_cls: 1.6111, loss: 1.6111, grad_norm: 7.9349 2020-08-12 17:55:39,968 - mmaction - INFO - Epoch [235][340/3757] lr: 1.811e-03, eta: 19:35:10, time: 0.817, data_time: 0.005, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8219, loss_cls: 1.5851, loss: 1.5851, grad_norm: 7.8511 2020-08-12 17:55:55,949 - mmaction - INFO - Epoch [235][360/3757] lr: 1.811e-03, eta: 19:34:41, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8258, loss_cls: 1.4625, loss: 1.4625, grad_norm: 7.3289 2020-08-12 17:56:12,103 - mmaction - INFO - Epoch [235][380/3757] lr: 1.811e-03, eta: 19:34:14, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8195, loss_cls: 1.5835, loss: 1.5835, grad_norm: 7.6921 2020-08-12 17:56:28,067 - mmaction - INFO - Epoch [235][400/3757] lr: 1.811e-03, eta: 19:33:44, time: 0.799, data_time: 0.002, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8203, loss_cls: 1.6008, loss: 1.6008, grad_norm: 7.8207 2020-08-12 17:56:44,248 - mmaction - INFO - Epoch [235][420/3757] lr: 1.811e-03, eta: 19:33:17, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8297, loss_cls: 1.6249, loss: 1.6249, grad_norm: 7.6386 2020-08-12 17:57:00,281 - mmaction - INFO - Epoch [235][440/3757] lr: 1.811e-03, eta: 19:32:49, time: 0.805, data_time: 0.009, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8328, loss_cls: 1.5661, loss: 1.5661, grad_norm: 7.4269 2020-08-12 17:57:16,136 - mmaction - INFO - Epoch [235][460/3757] lr: 1.811e-03, eta: 19:32:19, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8344, loss_cls: 1.5408, loss: 1.5408, grad_norm: 7.7158 2020-08-12 17:57:31,930 - mmaction - INFO - Epoch [235][480/3757] lr: 1.811e-03, eta: 19:31:49, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8461, loss_cls: 1.4231, loss: 1.4231, grad_norm: 7.3321 2020-08-12 17:57:49,526 - mmaction - INFO - Epoch [235][500/3757] lr: 1.811e-03, eta: 19:31:36, time: 0.879, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8266, loss_cls: 1.5794, loss: 1.5794, grad_norm: 7.7200 2020-08-12 17:58:05,543 - mmaction - INFO - Epoch [235][520/3757] lr: 1.811e-03, eta: 19:31:08, time: 0.801, data_time: 0.005, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8508, loss_cls: 1.4223, loss: 1.4223, grad_norm: 7.6322 2020-08-12 17:58:21,626 - mmaction - INFO - Epoch [235][540/3757] lr: 1.811e-03, eta: 19:30:40, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8141, loss_cls: 1.5844, loss: 1.5844, grad_norm: 7.5246 2020-08-12 17:58:37,572 - mmaction - INFO - Epoch [235][560/3757] lr: 1.811e-03, eta: 19:30:12, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8375, loss_cls: 1.5255, loss: 1.5255, grad_norm: 7.5339 2020-08-12 17:58:53,347 - mmaction - INFO - Epoch [235][580/3757] lr: 1.811e-03, eta: 19:29:41, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8211, loss_cls: 1.6352, loss: 1.6352, grad_norm: 7.8506 2020-08-12 17:59:09,440 - mmaction - INFO - Epoch [235][600/3757] lr: 1.811e-03, eta: 19:29:14, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8313, loss_cls: 1.5272, loss: 1.5272, grad_norm: 7.5359 2020-08-12 17:59:26,442 - mmaction - INFO - Epoch [235][620/3757] lr: 1.811e-03, eta: 19:28:55, time: 0.850, data_time: 0.004, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8359, loss_cls: 1.5536, loss: 1.5536, grad_norm: 7.6899 2020-08-12 17:59:42,364 - mmaction - INFO - Epoch [235][640/3757] lr: 1.811e-03, eta: 19:28:26, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4562, loss: 1.4562, grad_norm: 7.3757 2020-08-12 17:59:58,515 - mmaction - INFO - Epoch [235][660/3757] lr: 1.811e-03, eta: 19:28:00, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8500, loss_cls: 1.3939, loss: 1.3939, grad_norm: 7.4396 2020-08-12 18:00:19,257 - mmaction - INFO - Epoch [235][680/3757] lr: 1.811e-03, eta: 19:28:19, time: 1.035, data_time: 0.007, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8305, loss_cls: 1.5572, loss: 1.5572, grad_norm: 7.9300 2020-08-12 18:00:35,391 - mmaction - INFO - Epoch [235][700/3757] lr: 1.811e-03, eta: 19:27:53, time: 0.809, data_time: 0.007, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8406, loss_cls: 1.4313, loss: 1.4313, grad_norm: 7.4466 2020-08-12 18:00:51,636 - mmaction - INFO - Epoch [235][720/3757] lr: 1.811e-03, eta: 19:27:27, time: 0.813, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8289, loss_cls: 1.5360, loss: 1.5360, grad_norm: 7.5755 2020-08-12 18:01:07,779 - mmaction - INFO - Epoch [235][740/3757] lr: 1.811e-03, eta: 19:27:00, time: 0.807, data_time: 0.003, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8391, loss_cls: 1.5187, loss: 1.5187, grad_norm: 7.7243 2020-08-12 18:01:23,909 - mmaction - INFO - Epoch [235][760/3757] lr: 1.811e-03, eta: 19:26:34, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8320, loss_cls: 1.5579, loss: 1.5579, grad_norm: 7.6649 2020-08-12 18:01:40,028 - mmaction - INFO - Epoch [235][780/3757] lr: 1.811e-03, eta: 19:26:07, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8297, loss_cls: 1.5656, loss: 1.5656, grad_norm: 7.8459 2020-08-12 18:01:56,018 - mmaction - INFO - Epoch [235][800/3757] lr: 1.811e-03, eta: 19:25:39, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8266, loss_cls: 1.6043, loss: 1.6043, grad_norm: 7.8215 2020-08-12 18:02:11,976 - mmaction - INFO - Epoch [235][820/3757] lr: 1.811e-03, eta: 19:25:11, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8328, loss_cls: 1.5181, loss: 1.5181, grad_norm: 7.8194 2020-08-12 18:02:28,170 - mmaction - INFO - Epoch [235][840/3757] lr: 1.811e-03, eta: 19:24:45, time: 0.810, data_time: 0.004, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8219, loss_cls: 1.5633, loss: 1.5633, grad_norm: 7.8371 2020-08-12 18:02:44,210 - mmaction - INFO - Epoch [235][860/3757] lr: 1.811e-03, eta: 19:24:17, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.5255, loss: 1.5255, grad_norm: 7.4836 2020-08-12 18:03:00,139 - mmaction - INFO - Epoch [235][880/3757] lr: 1.811e-03, eta: 19:23:49, time: 0.798, data_time: 0.006, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8000, loss_cls: 1.6215, loss: 1.6215, grad_norm: 7.5961 2020-08-12 18:03:16,200 - mmaction - INFO - Epoch [235][900/3757] lr: 1.811e-03, eta: 19:23:22, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8492, loss_cls: 1.4530, loss: 1.4530, grad_norm: 7.4243 2020-08-12 18:03:32,303 - mmaction - INFO - Epoch [235][920/3757] lr: 1.811e-03, eta: 19:22:56, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8313, loss_cls: 1.5486, loss: 1.5486, grad_norm: 7.5134 2020-08-12 18:03:48,266 - mmaction - INFO - Epoch [235][940/3757] lr: 1.811e-03, eta: 19:22:28, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8273, loss_cls: 1.5007, loss: 1.5007, grad_norm: 7.5573 2020-08-12 18:04:04,167 - mmaction - INFO - Epoch [235][960/3757] lr: 1.811e-03, eta: 19:22:00, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8227, loss_cls: 1.5921, loss: 1.5921, grad_norm: 7.7724 2020-08-12 18:04:19,934 - mmaction - INFO - Epoch [235][980/3757] lr: 1.811e-03, eta: 19:21:30, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8453, loss_cls: 1.4525, loss: 1.4525, grad_norm: 7.2780 2020-08-12 18:04:35,776 - mmaction - INFO - Epoch [235][1000/3757] lr: 1.811e-03, eta: 19:21:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8398, loss_cls: 1.5322, loss: 1.5322, grad_norm: 7.6605 2020-08-12 18:04:51,594 - mmaction - INFO - Epoch [235][1020/3757] lr: 1.811e-03, eta: 19:20:32, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8375, loss_cls: 1.4362, loss: 1.4362, grad_norm: 7.4131 2020-08-12 18:05:07,468 - mmaction - INFO - Epoch [235][1040/3757] lr: 1.811e-03, eta: 19:20:04, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8352, loss_cls: 1.4889, loss: 1.4889, grad_norm: 7.6304 2020-08-12 18:05:23,211 - mmaction - INFO - Epoch [235][1060/3757] lr: 1.811e-03, eta: 19:19:34, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8242, loss_cls: 1.5035, loss: 1.5035, grad_norm: 7.3663 2020-08-12 18:05:39,021 - mmaction - INFO - Epoch [235][1080/3757] lr: 1.811e-03, eta: 19:19:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8242, loss_cls: 1.5253, loss: 1.5253, grad_norm: 7.6778 2020-08-12 18:05:54,805 - mmaction - INFO - Epoch [235][1100/3757] lr: 1.811e-03, eta: 19:18:36, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8320, loss_cls: 1.5062, loss: 1.5062, grad_norm: 7.4958 2020-08-12 18:06:10,653 - mmaction - INFO - Epoch [235][1120/3757] lr: 1.811e-03, eta: 19:18:08, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8242, loss_cls: 1.5428, loss: 1.5428, grad_norm: 7.4417 2020-08-12 18:06:26,464 - mmaction - INFO - Epoch [235][1140/3757] lr: 1.811e-03, eta: 19:17:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8352, loss_cls: 1.5287, loss: 1.5287, grad_norm: 7.6177 2020-08-12 18:06:42,386 - mmaction - INFO - Epoch [235][1160/3757] lr: 1.811e-03, eta: 19:17:12, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8211, loss_cls: 1.5674, loss: 1.5674, grad_norm: 7.4341 2020-08-12 18:07:02,121 - mmaction - INFO - Epoch [235][1180/3757] lr: 1.811e-03, eta: 19:17:20, time: 0.987, data_time: 0.004, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8484, loss_cls: 1.4730, loss: 1.4730, grad_norm: 7.4682 2020-08-12 18:07:22,418 - mmaction - INFO - Epoch [235][1200/3757] lr: 1.811e-03, eta: 19:17:34, time: 1.015, data_time: 0.001, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8398, loss_cls: 1.4599, loss: 1.4599, grad_norm: 7.4702 2020-08-12 18:07:39,722 - mmaction - INFO - Epoch [235][1220/3757] lr: 1.811e-03, eta: 19:17:19, time: 0.864, data_time: 0.003, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8203, loss_cls: 1.6262, loss: 1.6262, grad_norm: 8.0135 2020-08-12 18:07:58,000 - mmaction - INFO - Epoch [235][1240/3757] lr: 1.811e-03, eta: 19:17:13, time: 0.914, data_time: 0.102, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8367, loss_cls: 1.4947, loss: 1.4947, grad_norm: 7.6089 2020-08-12 18:08:13,974 - mmaction - INFO - Epoch [235][1260/3757] lr: 1.811e-03, eta: 19:16:46, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.5148, loss: 1.5148, grad_norm: 7.5560 2020-08-12 18:08:29,740 - mmaction - INFO - Epoch [235][1280/3757] lr: 1.811e-03, eta: 19:16:17, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8383, loss_cls: 1.4907, loss: 1.4907, grad_norm: 7.6361 2020-08-12 18:08:45,572 - mmaction - INFO - Epoch [235][1300/3757] lr: 1.811e-03, eta: 19:15:49, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8359, loss_cls: 1.4826, loss: 1.4826, grad_norm: 7.7783 2020-08-12 18:09:01,536 - mmaction - INFO - Epoch [235][1320/3757] lr: 1.811e-03, eta: 19:15:22, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8109, loss_cls: 1.5798, loss: 1.5798, grad_norm: 7.5622 2020-08-12 18:09:17,889 - mmaction - INFO - Epoch [235][1340/3757] lr: 1.811e-03, eta: 19:14:58, time: 0.816, data_time: 0.006, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8289, loss_cls: 1.5667, loss: 1.5667, grad_norm: 7.6605 2020-08-12 18:09:36,042 - mmaction - INFO - Epoch [235][1360/3757] lr: 1.811e-03, eta: 19:14:51, time: 0.909, data_time: 0.086, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8453, loss_cls: 1.4918, loss: 1.4918, grad_norm: 7.7679 2020-08-12 18:09:57,830 - mmaction - INFO - Epoch [235][1380/3757] lr: 1.811e-03, eta: 19:15:18, time: 1.089, data_time: 0.004, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8438, loss_cls: 1.5515, loss: 1.5515, grad_norm: 7.9477 2020-08-12 18:10:17,416 - mmaction - INFO - Epoch [235][1400/3757] lr: 1.811e-03, eta: 19:15:24, time: 0.979, data_time: 0.026, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8391, loss_cls: 1.4833, loss: 1.4833, grad_norm: 7.5282 2020-08-12 18:10:34,113 - mmaction - INFO - Epoch [235][1420/3757] lr: 1.811e-03, eta: 19:15:03, time: 0.834, data_time: 0.004, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8266, loss_cls: 1.5250, loss: 1.5250, grad_norm: 7.5841 2020-08-12 18:10:50,134 - mmaction - INFO - Epoch [235][1440/3757] lr: 1.811e-03, eta: 19:14:37, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8242, loss_cls: 1.6111, loss: 1.6111, grad_norm: 7.9173 2020-08-12 18:11:11,139 - mmaction - INFO - Epoch [235][1460/3757] lr: 1.811e-03, eta: 19:14:55, time: 1.051, data_time: 0.004, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8336, loss_cls: 1.5130, loss: 1.5130, grad_norm: 7.5743 2020-08-12 18:11:32,945 - mmaction - INFO - Epoch [235][1480/3757] lr: 1.811e-03, eta: 19:15:21, time: 1.090, data_time: 0.003, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8273, loss_cls: 1.4930, loss: 1.4930, grad_norm: 7.5194 2020-08-12 18:11:48,937 - mmaction - INFO - Epoch [235][1500/3757] lr: 1.811e-03, eta: 19:14:54, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8477, loss_cls: 1.4310, loss: 1.4310, grad_norm: 7.5667 2020-08-12 18:12:09,629 - mmaction - INFO - Epoch [235][1520/3757] lr: 1.811e-03, eta: 19:15:10, time: 1.035, data_time: 0.001, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8289, loss_cls: 1.5163, loss: 1.5163, grad_norm: 7.2783 2020-08-12 18:12:25,447 - mmaction - INFO - Epoch [235][1540/3757] lr: 1.811e-03, eta: 19:14:41, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8477, loss_cls: 1.4709, loss: 1.4709, grad_norm: 7.3683 2020-08-12 18:12:42,747 - mmaction - INFO - Epoch [235][1560/3757] lr: 1.811e-03, eta: 19:14:26, time: 0.864, data_time: 0.004, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8203, loss_cls: 1.5855, loss: 1.5855, grad_norm: 7.6294 2020-08-12 18:12:58,700 - mmaction - INFO - Epoch [235][1580/3757] lr: 1.811e-03, eta: 19:13:59, time: 0.800, data_time: 0.006, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8430, loss_cls: 1.4398, loss: 1.4398, grad_norm: 7.4989 2020-08-12 18:13:14,565 - mmaction - INFO - Epoch [235][1600/3757] lr: 1.811e-03, eta: 19:13:31, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8398, loss_cls: 1.4253, loss: 1.4253, grad_norm: 7.4619 2020-08-12 18:13:30,791 - mmaction - INFO - Epoch [235][1620/3757] lr: 1.811e-03, eta: 19:13:06, time: 0.810, data_time: 0.005, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8422, loss_cls: 1.5303, loss: 1.5303, grad_norm: 7.5561 2020-08-12 18:13:46,835 - mmaction - INFO - Epoch [235][1640/3757] lr: 1.811e-03, eta: 19:12:40, time: 0.805, data_time: 0.018, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8359, loss_cls: 1.4236, loss: 1.4236, grad_norm: 7.3668 2020-08-12 18:14:03,092 - mmaction - INFO - Epoch [235][1660/3757] lr: 1.811e-03, eta: 19:12:15, time: 0.811, data_time: 0.004, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8477, loss_cls: 1.4582, loss: 1.4582, grad_norm: 7.7488 2020-08-12 18:14:18,975 - mmaction - INFO - Epoch [235][1680/3757] lr: 1.811e-03, eta: 19:11:48, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8250, loss_cls: 1.5536, loss: 1.5536, grad_norm: 7.6063 2020-08-12 18:14:34,845 - mmaction - INFO - Epoch [235][1700/3757] lr: 1.811e-03, eta: 19:11:21, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8336, loss_cls: 1.5334, loss: 1.5334, grad_norm: 7.7270 2020-08-12 18:14:50,672 - mmaction - INFO - Epoch [235][1720/3757] lr: 1.811e-03, eta: 19:10:53, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8398, loss_cls: 1.5016, loss: 1.5016, grad_norm: 7.4928 2020-08-12 18:15:06,616 - mmaction - INFO - Epoch [235][1740/3757] lr: 1.811e-03, eta: 19:10:26, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8320, loss_cls: 1.5065, loss: 1.5065, grad_norm: 7.4653 2020-08-12 18:15:22,368 - mmaction - INFO - Epoch [235][1760/3757] lr: 1.811e-03, eta: 19:09:57, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8445, loss_cls: 1.4690, loss: 1.4690, grad_norm: 7.5917 2020-08-12 18:15:38,260 - mmaction - INFO - Epoch [235][1780/3757] lr: 1.811e-03, eta: 19:09:30, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8305, loss_cls: 1.5565, loss: 1.5565, grad_norm: 7.6693 2020-08-12 18:15:54,369 - mmaction - INFO - Epoch [235][1800/3757] lr: 1.811e-03, eta: 19:09:05, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8516, loss_cls: 1.4632, loss: 1.4632, grad_norm: 7.5547 2020-08-12 18:16:10,231 - mmaction - INFO - Epoch [235][1820/3757] lr: 1.811e-03, eta: 19:08:37, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8320, loss_cls: 1.5854, loss: 1.5854, grad_norm: 7.8914 2020-08-12 18:16:26,122 - mmaction - INFO - Epoch [235][1840/3757] lr: 1.811e-03, eta: 19:08:10, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8359, loss_cls: 1.5652, loss: 1.5652, grad_norm: 7.8676 2020-08-12 18:16:42,093 - mmaction - INFO - Epoch [235][1860/3757] lr: 1.811e-03, eta: 19:07:44, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5443, loss: 1.5443, grad_norm: 7.6986 2020-08-12 18:16:57,818 - mmaction - INFO - Epoch [235][1880/3757] lr: 1.811e-03, eta: 19:07:16, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8227, loss_cls: 1.6222, loss: 1.6222, grad_norm: 7.7491 2020-08-12 18:17:13,713 - mmaction - INFO - Epoch [235][1900/3757] lr: 1.811e-03, eta: 19:06:49, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8156, loss_cls: 1.5773, loss: 1.5773, grad_norm: 7.8987 2020-08-12 18:17:29,574 - mmaction - INFO - Epoch [235][1920/3757] lr: 1.811e-03, eta: 19:06:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8250, loss_cls: 1.5502, loss: 1.5502, grad_norm: 7.7448 2020-08-12 18:17:45,520 - mmaction - INFO - Epoch [235][1940/3757] lr: 1.811e-03, eta: 19:05:55, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8289, loss_cls: 1.5305, loss: 1.5305, grad_norm: 7.7339 2020-08-12 18:18:01,325 - mmaction - INFO - Epoch [235][1960/3757] lr: 1.811e-03, eta: 19:05:28, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8336, loss_cls: 1.5330, loss: 1.5330, grad_norm: 7.6468 2020-08-12 18:18:17,306 - mmaction - INFO - Epoch [235][1980/3757] lr: 1.811e-03, eta: 19:05:01, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8297, loss_cls: 1.5497, loss: 1.5497, grad_norm: 7.7562 2020-08-12 18:18:33,159 - mmaction - INFO - Epoch [235][2000/3757] lr: 1.811e-03, eta: 19:04:35, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8187, loss_cls: 1.6037, loss: 1.6037, grad_norm: 7.7164 2020-08-12 18:18:48,979 - mmaction - INFO - Epoch [235][2020/3757] lr: 1.811e-03, eta: 19:04:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8180, loss_cls: 1.6536, loss: 1.6536, grad_norm: 7.9772 2020-08-12 18:19:04,844 - mmaction - INFO - Epoch [235][2040/3757] lr: 1.811e-03, eta: 19:03:41, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8289, loss_cls: 1.5856, loss: 1.5856, grad_norm: 7.6039 2020-08-12 18:19:20,684 - mmaction - INFO - Epoch [235][2060/3757] lr: 1.811e-03, eta: 19:03:14, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8359, loss_cls: 1.5495, loss: 1.5495, grad_norm: 7.6212 2020-08-12 18:19:36,611 - mmaction - INFO - Epoch [235][2080/3757] lr: 1.811e-03, eta: 19:02:47, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8391, loss_cls: 1.5008, loss: 1.5008, grad_norm: 7.6618 2020-08-12 18:19:52,444 - mmaction - INFO - Epoch [235][2100/3757] lr: 1.811e-03, eta: 19:02:20, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8367, loss_cls: 1.4861, loss: 1.4861, grad_norm: 7.7712 2020-08-12 18:20:08,311 - mmaction - INFO - Epoch [235][2120/3757] lr: 1.811e-03, eta: 19:01:54, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5449, loss: 1.5449, grad_norm: 7.7071 2020-08-12 18:20:24,203 - mmaction - INFO - Epoch [235][2140/3757] lr: 1.811e-03, eta: 19:01:27, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8211, loss_cls: 1.5873, loss: 1.5873, grad_norm: 7.7072 2020-08-12 18:20:40,252 - mmaction - INFO - Epoch [235][2160/3757] lr: 1.811e-03, eta: 19:01:02, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8375, loss_cls: 1.5187, loss: 1.5187, grad_norm: 7.7248 2020-08-12 18:20:55,976 - mmaction - INFO - Epoch [235][2180/3757] lr: 1.811e-03, eta: 19:00:35, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8250, loss_cls: 1.5530, loss: 1.5530, grad_norm: 7.4059 2020-08-12 18:21:11,786 - mmaction - INFO - Epoch [235][2200/3757] lr: 1.811e-03, eta: 19:00:08, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.5273, loss: 1.5273, grad_norm: 7.6093 2020-08-12 18:21:27,721 - mmaction - INFO - Epoch [235][2220/3757] lr: 1.811e-03, eta: 18:59:42, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8398, loss_cls: 1.5428, loss: 1.5428, grad_norm: 7.7808 2020-08-12 18:21:43,648 - mmaction - INFO - Epoch [235][2240/3757] lr: 1.811e-03, eta: 18:59:16, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8313, loss_cls: 1.5685, loss: 1.5685, grad_norm: 7.9179 2020-08-12 18:21:59,516 - mmaction - INFO - Epoch [235][2260/3757] lr: 1.811e-03, eta: 18:58:50, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8164, loss_cls: 1.6102, loss: 1.6102, grad_norm: 7.6731 2020-08-12 18:22:15,434 - mmaction - INFO - Epoch [235][2280/3757] lr: 1.811e-03, eta: 18:58:24, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8320, loss_cls: 1.5192, loss: 1.5192, grad_norm: 7.7537 2020-08-12 18:22:31,427 - mmaction - INFO - Epoch [235][2300/3757] lr: 1.811e-03, eta: 18:57:58, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8117, loss_cls: 1.6480, loss: 1.6480, grad_norm: 8.0132 2020-08-12 18:22:47,240 - mmaction - INFO - Epoch [235][2320/3757] lr: 1.811e-03, eta: 18:57:32, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5286, loss: 1.5286, grad_norm: 7.7587 2020-08-12 18:23:03,094 - mmaction - INFO - Epoch [235][2340/3757] lr: 1.811e-03, eta: 18:57:06, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8258, loss_cls: 1.5604, loss: 1.5604, grad_norm: 7.8238 2020-08-12 18:23:18,939 - mmaction - INFO - Epoch [235][2360/3757] lr: 1.811e-03, eta: 18:56:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8406, loss_cls: 1.4569, loss: 1.4569, grad_norm: 7.7314 2020-08-12 18:23:34,823 - mmaction - INFO - Epoch [235][2380/3757] lr: 1.811e-03, eta: 18:56:13, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8187, loss_cls: 1.6003, loss: 1.6003, grad_norm: 7.8754 2020-08-12 18:23:50,680 - mmaction - INFO - Epoch [235][2400/3757] lr: 1.811e-03, eta: 18:55:47, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8297, loss_cls: 1.5375, loss: 1.5375, grad_norm: 7.7407 2020-08-12 18:24:06,577 - mmaction - INFO - Epoch [235][2420/3757] lr: 1.811e-03, eta: 18:55:22, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8305, loss_cls: 1.5097, loss: 1.5097, grad_norm: 7.5005 2020-08-12 18:24:22,341 - mmaction - INFO - Epoch [235][2440/3757] lr: 1.811e-03, eta: 18:54:55, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8430, loss_cls: 1.4883, loss: 1.4883, grad_norm: 7.6970 2020-08-12 18:24:38,324 - mmaction - INFO - Epoch [235][2460/3757] lr: 1.811e-03, eta: 18:54:30, time: 0.798, data_time: 0.002, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8352, loss_cls: 1.5337, loss: 1.5337, grad_norm: 7.7302 2020-08-12 18:24:54,113 - mmaction - INFO - Epoch [235][2480/3757] lr: 1.811e-03, eta: 18:54:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8367, loss_cls: 1.5318, loss: 1.5318, grad_norm: 7.8946 2020-08-12 18:25:09,999 - mmaction - INFO - Epoch [235][2500/3757] lr: 1.811e-03, eta: 18:53:37, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5606, loss: 1.5606, grad_norm: 7.8988 2020-08-12 18:25:25,871 - mmaction - INFO - Epoch [235][2520/3757] lr: 1.811e-03, eta: 18:53:12, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8273, loss_cls: 1.5880, loss: 1.5880, grad_norm: 7.8021 2020-08-12 18:25:41,905 - mmaction - INFO - Epoch [235][2540/3757] lr: 1.811e-03, eta: 18:52:47, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.6102, top5_acc: 0.8219, loss_cls: 1.6586, loss: 1.6586, grad_norm: 7.9230 2020-08-12 18:25:57,791 - mmaction - INFO - Epoch [235][2560/3757] lr: 1.811e-03, eta: 18:52:22, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8344, loss_cls: 1.5052, loss: 1.5052, grad_norm: 7.7019 2020-08-12 18:26:13,550 - mmaction - INFO - Epoch [235][2580/3757] lr: 1.811e-03, eta: 18:51:55, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8453, loss_cls: 1.4931, loss: 1.4931, grad_norm: 7.4832 2020-08-12 18:26:29,437 - mmaction - INFO - Epoch [235][2600/3757] lr: 1.811e-03, eta: 18:51:30, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8219, loss_cls: 1.5303, loss: 1.5303, grad_norm: 8.0109 2020-08-12 18:26:45,221 - mmaction - INFO - Epoch [235][2620/3757] lr: 1.811e-03, eta: 18:51:03, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8266, loss_cls: 1.5413, loss: 1.5413, grad_norm: 7.7864 2020-08-12 18:27:01,206 - mmaction - INFO - Epoch [235][2640/3757] lr: 1.811e-03, eta: 18:50:38, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8352, loss_cls: 1.5113, loss: 1.5113, grad_norm: 7.7575 2020-08-12 18:27:17,065 - mmaction - INFO - Epoch [235][2660/3757] lr: 1.811e-03, eta: 18:50:13, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8492, loss_cls: 1.4390, loss: 1.4390, grad_norm: 7.7208 2020-08-12 18:27:32,896 - mmaction - INFO - Epoch [235][2680/3757] lr: 1.811e-03, eta: 18:49:47, time: 0.792, data_time: 0.008, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8156, loss_cls: 1.6079, loss: 1.6079, grad_norm: 7.7879 2020-08-12 18:27:48,701 - mmaction - INFO - Epoch [235][2700/3757] lr: 1.811e-03, eta: 18:49:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8258, loss_cls: 1.5734, loss: 1.5734, grad_norm: 7.9185 2020-08-12 18:28:04,582 - mmaction - INFO - Epoch [235][2720/3757] lr: 1.811e-03, eta: 18:48:56, time: 0.794, data_time: 0.010, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8250, loss_cls: 1.5490, loss: 1.5490, grad_norm: 7.7813 2020-08-12 18:28:20,365 - mmaction - INFO - Epoch [235][2740/3757] lr: 1.811e-03, eta: 18:48:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8148, loss_cls: 1.6450, loss: 1.6450, grad_norm: 8.1386 2020-08-12 18:28:36,113 - mmaction - INFO - Epoch [235][2760/3757] lr: 1.811e-03, eta: 18:48:04, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8219, loss_cls: 1.5539, loss: 1.5539, grad_norm: 7.4323 2020-08-12 18:28:52,005 - mmaction - INFO - Epoch [235][2780/3757] lr: 1.811e-03, eta: 18:47:39, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8328, loss_cls: 1.5114, loss: 1.5114, grad_norm: 7.6237 2020-08-12 18:29:07,848 - mmaction - INFO - Epoch [235][2800/3757] lr: 1.811e-03, eta: 18:47:13, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8305, loss_cls: 1.5891, loss: 1.5891, grad_norm: 7.7812 2020-08-12 18:29:23,742 - mmaction - INFO - Epoch [235][2820/3757] lr: 1.811e-03, eta: 18:46:48, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6047, top5_acc: 0.8305, loss_cls: 1.5457, loss: 1.5457, grad_norm: 7.8556 2020-08-12 18:29:39,672 - mmaction - INFO - Epoch [235][2840/3757] lr: 1.811e-03, eta: 18:46:23, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8664, loss_cls: 1.3716, loss: 1.3716, grad_norm: 7.5330 2020-08-12 18:29:55,430 - mmaction - INFO - Epoch [235][2860/3757] lr: 1.811e-03, eta: 18:45:58, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8453, loss_cls: 1.4966, loss: 1.4966, grad_norm: 7.7212 2020-08-12 18:30:11,440 - mmaction - INFO - Epoch [235][2880/3757] lr: 1.811e-03, eta: 18:45:34, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8320, loss_cls: 1.5876, loss: 1.5876, grad_norm: 8.0878 2020-08-12 18:30:27,918 - mmaction - INFO - Epoch [235][2900/3757] lr: 1.811e-03, eta: 18:45:13, time: 0.822, data_time: 0.004, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8180, loss_cls: 1.6004, loss: 1.6004, grad_norm: 7.7944 2020-08-12 18:30:44,101 - mmaction - INFO - Epoch [235][2920/3757] lr: 1.811e-03, eta: 18:44:51, time: 0.811, data_time: 0.005, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8398, loss_cls: 1.4986, loss: 1.4986, grad_norm: 7.6564 2020-08-12 18:31:00,362 - mmaction - INFO - Epoch [235][2940/3757] lr: 1.811e-03, eta: 18:44:28, time: 0.811, data_time: 0.004, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8398, loss_cls: 1.4928, loss: 1.4928, grad_norm: 7.6050 2020-08-12 18:31:16,546 - mmaction - INFO - Epoch [235][2960/3757] lr: 1.811e-03, eta: 18:44:06, time: 0.811, data_time: 0.005, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8086, loss_cls: 1.6970, loss: 1.6970, grad_norm: 7.9431 2020-08-12 18:31:32,753 - mmaction - INFO - Epoch [235][2980/3757] lr: 1.811e-03, eta: 18:43:44, time: 0.811, data_time: 0.004, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8211, loss_cls: 1.5410, loss: 1.5410, grad_norm: 7.8018 2020-08-12 18:31:48,731 - mmaction - INFO - Epoch [235][3000/3757] lr: 1.811e-03, eta: 18:43:19, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8273, loss_cls: 1.5410, loss: 1.5410, grad_norm: 7.5610 2020-08-12 18:32:04,838 - mmaction - INFO - Epoch [235][3020/3757] lr: 1.811e-03, eta: 18:42:56, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8273, loss_cls: 1.5285, loss: 1.5285, grad_norm: 7.4617 2020-08-12 18:32:20,658 - mmaction - INFO - Epoch [235][3040/3757] lr: 1.811e-03, eta: 18:42:31, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8242, loss_cls: 1.5662, loss: 1.5662, grad_norm: 7.5807 2020-08-12 18:32:36,732 - mmaction - INFO - Epoch [235][3060/3757] lr: 1.811e-03, eta: 18:42:08, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8359, loss_cls: 1.5236, loss: 1.5236, grad_norm: 7.6438 2020-08-12 18:32:52,841 - mmaction - INFO - Epoch [235][3080/3757] lr: 1.811e-03, eta: 18:41:45, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8328, loss_cls: 1.5368, loss: 1.5368, grad_norm: 7.4293 2020-08-12 18:33:08,666 - mmaction - INFO - Epoch [235][3100/3757] lr: 1.811e-03, eta: 18:41:20, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.4551, loss: 1.4551, grad_norm: 7.5316 2020-08-12 18:33:24,757 - mmaction - INFO - Epoch [235][3120/3757] lr: 1.811e-03, eta: 18:40:57, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.4375, loss: 1.4375, grad_norm: 7.7128 2020-08-12 18:33:40,733 - mmaction - INFO - Epoch [235][3140/3757] lr: 1.811e-03, eta: 18:40:33, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8336, loss_cls: 1.5215, loss: 1.5215, grad_norm: 7.7381 2020-08-12 18:33:56,822 - mmaction - INFO - Epoch [235][3160/3757] lr: 1.811e-03, eta: 18:40:10, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8398, loss_cls: 1.4671, loss: 1.4671, grad_norm: 7.7456 2020-08-12 18:34:13,009 - mmaction - INFO - Epoch [235][3180/3757] lr: 1.811e-03, eta: 18:39:47, time: 0.808, data_time: 0.005, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8195, loss_cls: 1.6029, loss: 1.6029, grad_norm: 7.6105 2020-08-12 18:34:29,142 - mmaction - INFO - Epoch [235][3200/3757] lr: 1.811e-03, eta: 18:39:25, time: 0.809, data_time: 0.005, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8508, loss_cls: 1.4358, loss: 1.4358, grad_norm: 7.6807 2020-08-12 18:34:45,061 - mmaction - INFO - Epoch [235][3220/3757] lr: 1.811e-03, eta: 18:39:01, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8391, loss_cls: 1.5022, loss: 1.5022, grad_norm: 7.6885 2020-08-12 18:35:00,978 - mmaction - INFO - Epoch [235][3240/3757] lr: 1.811e-03, eta: 18:38:36, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8117, loss_cls: 1.5757, loss: 1.5757, grad_norm: 7.7214 2020-08-12 18:35:17,006 - mmaction - INFO - Epoch [235][3260/3757] lr: 1.811e-03, eta: 18:38:13, time: 0.803, data_time: 0.006, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8383, loss_cls: 1.5220, loss: 1.5220, grad_norm: 7.9356 2020-08-12 18:35:33,019 - mmaction - INFO - Epoch [235][3280/3757] lr: 1.811e-03, eta: 18:37:50, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8219, loss_cls: 1.5059, loss: 1.5059, grad_norm: 7.5984 2020-08-12 18:35:48,962 - mmaction - INFO - Epoch [235][3300/3757] lr: 1.811e-03, eta: 18:37:26, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8414, loss_cls: 1.5325, loss: 1.5325, grad_norm: 7.5114 2020-08-12 18:36:05,110 - mmaction - INFO - Epoch [235][3320/3757] lr: 1.811e-03, eta: 18:37:03, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8242, loss_cls: 1.5606, loss: 1.5606, grad_norm: 7.5222 2020-08-12 18:36:21,141 - mmaction - INFO - Epoch [235][3340/3757] lr: 1.811e-03, eta: 18:36:40, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8344, loss_cls: 1.5254, loss: 1.5254, grad_norm: 7.8165 2020-08-12 18:36:37,260 - mmaction - INFO - Epoch [235][3360/3757] lr: 1.811e-03, eta: 18:36:17, time: 0.806, data_time: 0.005, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8250, loss_cls: 1.5360, loss: 1.5360, grad_norm: 7.7220 2020-08-12 18:36:53,151 - mmaction - INFO - Epoch [235][3380/3757] lr: 1.811e-03, eta: 18:35:53, time: 0.796, data_time: 0.006, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8156, loss_cls: 1.5835, loss: 1.5835, grad_norm: 7.9237 2020-08-12 18:37:09,051 - mmaction - INFO - Epoch [235][3400/3757] lr: 1.811e-03, eta: 18:35:29, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8133, loss_cls: 1.6291, loss: 1.6291, grad_norm: 7.8567 2020-08-12 18:37:25,008 - mmaction - INFO - Epoch [235][3420/3757] lr: 1.811e-03, eta: 18:35:06, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8344, loss_cls: 1.5045, loss: 1.5045, grad_norm: 7.6925 2020-08-12 18:37:40,984 - mmaction - INFO - Epoch [235][3440/3757] lr: 1.811e-03, eta: 18:34:42, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8266, loss_cls: 1.5287, loss: 1.5287, grad_norm: 7.6367 2020-08-12 18:37:56,920 - mmaction - INFO - Epoch [235][3460/3757] lr: 1.811e-03, eta: 18:34:18, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8367, loss_cls: 1.5593, loss: 1.5593, grad_norm: 7.7484 2020-08-12 18:38:12,817 - mmaction - INFO - Epoch [235][3480/3757] lr: 1.811e-03, eta: 18:33:54, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8516, loss_cls: 1.4211, loss: 1.4211, grad_norm: 7.5128 2020-08-12 18:38:29,005 - mmaction - INFO - Epoch [235][3500/3757] lr: 1.811e-03, eta: 18:33:32, time: 0.809, data_time: 0.005, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8164, loss_cls: 1.5719, loss: 1.5719, grad_norm: 7.9786 2020-08-12 18:38:45,167 - mmaction - INFO - Epoch [235][3520/3757] lr: 1.811e-03, eta: 18:33:10, time: 0.808, data_time: 0.005, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8234, loss_cls: 1.5726, loss: 1.5726, grad_norm: 7.6372 2020-08-12 18:39:01,334 - mmaction - INFO - Epoch [235][3540/3757] lr: 1.811e-03, eta: 18:32:48, time: 0.808, data_time: 0.006, memory: 6192, top1_acc: 0.5992, top5_acc: 0.8016, loss_cls: 1.6788, loss: 1.6788, grad_norm: 7.9894 2020-08-12 18:39:17,264 - mmaction - INFO - Epoch [235][3560/3757] lr: 1.811e-03, eta: 18:32:25, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8172, loss_cls: 1.5783, loss: 1.5783, grad_norm: 7.7324 2020-08-12 18:39:33,283 - mmaction - INFO - Epoch [235][3580/3757] lr: 1.811e-03, eta: 18:32:02, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8266, loss_cls: 1.5648, loss: 1.5648, grad_norm: 7.5060 2020-08-12 18:39:49,285 - mmaction - INFO - Epoch [235][3600/3757] lr: 1.811e-03, eta: 18:31:39, time: 0.801, data_time: 0.005, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8438, loss_cls: 1.4817, loss: 1.4817, grad_norm: 7.9859 2020-08-12 18:40:05,344 - mmaction - INFO - Epoch [235][3620/3757] lr: 1.811e-03, eta: 18:31:16, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8195, loss_cls: 1.5159, loss: 1.5159, grad_norm: 7.5431 2020-08-12 18:40:21,472 - mmaction - INFO - Epoch [235][3640/3757] lr: 1.811e-03, eta: 18:30:54, time: 0.807, data_time: 0.001, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8297, loss_cls: 1.5161, loss: 1.5161, grad_norm: 7.6948 2020-08-12 18:40:37,601 - mmaction - INFO - Epoch [235][3660/3757] lr: 1.811e-03, eta: 18:30:32, time: 0.807, data_time: 0.001, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8570, loss_cls: 1.4493, loss: 1.4493, grad_norm: 7.6648 2020-08-12 18:40:53,901 - mmaction - INFO - Epoch [235][3680/3757] lr: 1.811e-03, eta: 18:30:11, time: 0.815, data_time: 0.001, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8250, loss_cls: 1.5574, loss: 1.5574, grad_norm: 7.7382 2020-08-12 18:41:09,948 - mmaction - INFO - Epoch [235][3700/3757] lr: 1.811e-03, eta: 18:29:48, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8211, loss_cls: 1.5773, loss: 1.5773, grad_norm: 7.9168 2020-08-12 18:41:26,004 - mmaction - INFO - Epoch [235][3720/3757] lr: 1.811e-03, eta: 18:29:26, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8273, loss_cls: 1.5696, loss: 1.5696, grad_norm: 7.9294 2020-08-12 18:41:42,014 - mmaction - INFO - Epoch [235][3740/3757] lr: 1.811e-03, eta: 18:29:03, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8227, loss_cls: 1.5493, loss: 1.5493, grad_norm: 7.6274 2020-08-12 18:45:03,336 - mmaction - INFO - Epoch [236][20/3757] lr: 1.651e-03, eta: 18:45:35, time: 8.887, data_time: 8.034, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8406, loss_cls: 1.5010, loss: 1.5010, grad_norm: 7.6178 2020-08-12 18:45:19,324 - mmaction - INFO - Epoch [236][40/3757] lr: 1.651e-03, eta: 18:45:10, time: 0.801, data_time: 0.002, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8375, loss_cls: 1.4490, loss: 1.4490, grad_norm: 7.3312 2020-08-12 18:45:35,530 - mmaction - INFO - Epoch [236][60/3757] lr: 1.651e-03, eta: 18:44:47, time: 0.810, data_time: 0.001, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.5260, loss: 1.5260, grad_norm: 7.6855 2020-08-12 18:45:53,325 - mmaction - INFO - Epoch [236][80/3757] lr: 1.651e-03, eta: 18:44:34, time: 0.889, data_time: 0.002, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8438, loss_cls: 1.4945, loss: 1.4945, grad_norm: 7.7832 2020-08-12 18:46:09,462 - mmaction - INFO - Epoch [236][100/3757] lr: 1.651e-03, eta: 18:44:10, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8328, loss_cls: 1.4981, loss: 1.4981, grad_norm: 7.6531 2020-08-12 18:46:25,529 - mmaction - INFO - Epoch [236][120/3757] lr: 1.651e-03, eta: 18:43:46, time: 0.804, data_time: 0.005, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8313, loss_cls: 1.5386, loss: 1.5386, grad_norm: 7.7938 2020-08-12 18:46:41,663 - mmaction - INFO - Epoch [236][140/3757] lr: 1.651e-03, eta: 18:43:22, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8266, loss_cls: 1.4927, loss: 1.4927, grad_norm: 7.8681 2020-08-12 18:46:57,762 - mmaction - INFO - Epoch [236][160/3757] lr: 1.651e-03, eta: 18:42:58, time: 0.806, data_time: 0.006, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8328, loss_cls: 1.5129, loss: 1.5129, grad_norm: 7.9202 2020-08-12 18:47:13,807 - mmaction - INFO - Epoch [236][180/3757] lr: 1.651e-03, eta: 18:42:33, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.6320, top5_acc: 0.7977, loss_cls: 1.6488, loss: 1.6488, grad_norm: 8.0015 2020-08-12 18:47:29,756 - mmaction - INFO - Epoch [236][200/3757] lr: 1.651e-03, eta: 18:42:08, time: 0.799, data_time: 0.006, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8367, loss_cls: 1.5281, loss: 1.5281, grad_norm: 7.7233 2020-08-12 18:47:45,552 - mmaction - INFO - Epoch [236][220/3757] lr: 1.651e-03, eta: 18:41:42, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8484, loss_cls: 1.4835, loss: 1.4835, grad_norm: 7.6904 2020-08-12 18:48:01,319 - mmaction - INFO - Epoch [236][240/3757] lr: 1.651e-03, eta: 18:41:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8219, loss_cls: 1.5651, loss: 1.5651, grad_norm: 7.8907 2020-08-12 18:48:17,221 - mmaction - INFO - Epoch [236][260/3757] lr: 1.651e-03, eta: 18:40:51, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8359, loss_cls: 1.4909, loss: 1.4909, grad_norm: 7.7261 2020-08-12 18:48:32,938 - mmaction - INFO - Epoch [236][280/3757] lr: 1.651e-03, eta: 18:40:24, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8367, loss_cls: 1.4754, loss: 1.4754, grad_norm: 7.4779 2020-08-12 18:48:48,738 - mmaction - INFO - Epoch [236][300/3757] lr: 1.651e-03, eta: 18:39:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8109, loss_cls: 1.6133, loss: 1.6133, grad_norm: 7.8575 2020-08-12 18:49:04,657 - mmaction - INFO - Epoch [236][320/3757] lr: 1.651e-03, eta: 18:39:33, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8547, loss_cls: 1.4309, loss: 1.4309, grad_norm: 7.5923 2020-08-12 18:49:20,442 - mmaction - INFO - Epoch [236][340/3757] lr: 1.651e-03, eta: 18:39:07, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.4693, loss: 1.4693, grad_norm: 7.5816 2020-08-12 18:49:36,468 - mmaction - INFO - Epoch [236][360/3757] lr: 1.651e-03, eta: 18:38:43, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8430, loss_cls: 1.4521, loss: 1.4521, grad_norm: 7.6195 2020-08-12 18:49:52,164 - mmaction - INFO - Epoch [236][380/3757] lr: 1.651e-03, eta: 18:38:16, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8344, loss_cls: 1.4862, loss: 1.4862, grad_norm: 7.7839 2020-08-12 18:50:08,054 - mmaction - INFO - Epoch [236][400/3757] lr: 1.651e-03, eta: 18:37:51, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8305, loss_cls: 1.5441, loss: 1.5441, grad_norm: 8.0038 2020-08-12 18:50:23,880 - mmaction - INFO - Epoch [236][420/3757] lr: 1.651e-03, eta: 18:37:25, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8297, loss_cls: 1.5513, loss: 1.5513, grad_norm: 7.8791 2020-08-12 18:50:39,728 - mmaction - INFO - Epoch [236][440/3757] lr: 1.651e-03, eta: 18:37:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8445, loss_cls: 1.5105, loss: 1.5105, grad_norm: 7.8421 2020-08-12 18:50:55,561 - mmaction - INFO - Epoch [236][460/3757] lr: 1.651e-03, eta: 18:36:35, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8297, loss_cls: 1.5137, loss: 1.5137, grad_norm: 7.6795 2020-08-12 18:51:11,229 - mmaction - INFO - Epoch [236][480/3757] lr: 1.651e-03, eta: 18:36:08, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8414, loss_cls: 1.4534, loss: 1.4534, grad_norm: 7.4367 2020-08-12 18:51:27,108 - mmaction - INFO - Epoch [236][500/3757] lr: 1.651e-03, eta: 18:35:43, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8445, loss_cls: 1.4446, loss: 1.4446, grad_norm: 7.5827 2020-08-12 18:51:43,263 - mmaction - INFO - Epoch [236][520/3757] lr: 1.651e-03, eta: 18:35:20, time: 0.806, data_time: 0.001, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8367, loss_cls: 1.4618, loss: 1.4618, grad_norm: 7.7075 2020-08-12 18:51:59,471 - mmaction - INFO - Epoch [236][540/3757] lr: 1.651e-03, eta: 18:34:57, time: 0.812, data_time: 0.005, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8273, loss_cls: 1.5278, loss: 1.5278, grad_norm: 7.7784 2020-08-12 18:52:15,539 - mmaction - INFO - Epoch [236][560/3757] lr: 1.651e-03, eta: 18:34:33, time: 0.803, data_time: 0.001, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8523, loss_cls: 1.3603, loss: 1.3603, grad_norm: 7.3273 2020-08-12 18:52:36,206 - mmaction - INFO - Epoch [236][580/3757] lr: 1.651e-03, eta: 18:34:40, time: 1.034, data_time: 0.002, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.4670, loss: 1.4670, grad_norm: 7.5198 2020-08-12 18:52:52,717 - mmaction - INFO - Epoch [236][600/3757] lr: 1.651e-03, eta: 18:34:19, time: 0.823, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8414, loss_cls: 1.5434, loss: 1.5434, grad_norm: 7.8355 2020-08-12 18:53:09,992 - mmaction - INFO - Epoch [236][620/3757] lr: 1.651e-03, eta: 18:34:03, time: 0.865, data_time: 0.003, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8305, loss_cls: 1.5240, loss: 1.5240, grad_norm: 7.5798 2020-08-12 18:53:26,144 - mmaction - INFO - Epoch [236][640/3757] lr: 1.651e-03, eta: 18:33:40, time: 0.809, data_time: 0.004, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.5218, loss: 1.5218, grad_norm: 7.7847 2020-08-12 18:53:42,099 - mmaction - INFO - Epoch [236][660/3757] lr: 1.651e-03, eta: 18:33:16, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8477, loss_cls: 1.4605, loss: 1.4605, grad_norm: 7.5981 2020-08-12 18:53:58,060 - mmaction - INFO - Epoch [236][680/3757] lr: 1.651e-03, eta: 18:32:51, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8398, loss_cls: 1.4449, loss: 1.4449, grad_norm: 7.4508 2020-08-12 18:54:13,959 - mmaction - INFO - Epoch [236][700/3757] lr: 1.651e-03, eta: 18:32:26, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8406, loss_cls: 1.4188, loss: 1.4188, grad_norm: 7.5605 2020-08-12 18:54:29,918 - mmaction - INFO - Epoch [236][720/3757] lr: 1.651e-03, eta: 18:32:02, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8289, loss_cls: 1.4758, loss: 1.4758, grad_norm: 7.4239 2020-08-12 18:54:45,912 - mmaction - INFO - Epoch [236][740/3757] lr: 1.651e-03, eta: 18:31:38, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8211, loss_cls: 1.6000, loss: 1.6000, grad_norm: 7.8539 2020-08-12 18:55:01,914 - mmaction - INFO - Epoch [236][760/3757] lr: 1.651e-03, eta: 18:31:14, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4331, loss: 1.4331, grad_norm: 7.6257 2020-08-12 18:55:18,086 - mmaction - INFO - Epoch [236][780/3757] lr: 1.651e-03, eta: 18:30:51, time: 0.808, data_time: 0.001, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8367, loss_cls: 1.4911, loss: 1.4911, grad_norm: 7.7496 2020-08-12 18:55:34,079 - mmaction - INFO - Epoch [236][800/3757] lr: 1.651e-03, eta: 18:30:27, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8578, loss_cls: 1.3849, loss: 1.3849, grad_norm: 7.5139 2020-08-12 18:55:50,117 - mmaction - INFO - Epoch [236][820/3757] lr: 1.651e-03, eta: 18:30:04, time: 0.803, data_time: 0.005, memory: 6192, top1_acc: 0.6039, top5_acc: 0.8195, loss_cls: 1.6290, loss: 1.6290, grad_norm: 7.9155 2020-08-12 18:56:06,165 - mmaction - INFO - Epoch [236][840/3757] lr: 1.651e-03, eta: 18:29:40, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8359, loss_cls: 1.5440, loss: 1.5440, grad_norm: 7.7890 2020-08-12 18:56:22,284 - mmaction - INFO - Epoch [236][860/3757] lr: 1.651e-03, eta: 18:29:17, time: 0.808, data_time: 0.007, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8438, loss_cls: 1.5128, loss: 1.5128, grad_norm: 7.9549 2020-08-12 18:56:38,463 - mmaction - INFO - Epoch [236][880/3757] lr: 1.651e-03, eta: 18:28:54, time: 0.809, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8391, loss_cls: 1.5493, loss: 1.5493, grad_norm: 7.9984 2020-08-12 18:57:00,693 - mmaction - INFO - Epoch [236][900/3757] lr: 1.651e-03, eta: 18:29:10, time: 1.111, data_time: 0.319, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8391, loss_cls: 1.4706, loss: 1.4706, grad_norm: 7.7513 2020-08-12 18:57:18,738 - mmaction - INFO - Epoch [236][920/3757] lr: 1.651e-03, eta: 18:28:59, time: 0.902, data_time: 0.005, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8414, loss_cls: 1.4529, loss: 1.4529, grad_norm: 7.7493 2020-08-12 18:57:37,298 - mmaction - INFO - Epoch [236][940/3757] lr: 1.651e-03, eta: 18:28:52, time: 0.929, data_time: 0.004, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8102, loss_cls: 1.6248, loss: 1.6248, grad_norm: 8.0496 2020-08-12 18:57:55,796 - mmaction - INFO - Epoch [236][960/3757] lr: 1.651e-03, eta: 18:28:44, time: 0.923, data_time: 0.003, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8219, loss_cls: 1.5592, loss: 1.5592, grad_norm: 7.9079 2020-08-12 18:58:12,005 - mmaction - INFO - Epoch [236][980/3757] lr: 1.651e-03, eta: 18:28:21, time: 0.810, data_time: 0.005, memory: 6192, top1_acc: 0.6148, top5_acc: 0.8469, loss_cls: 1.5344, loss: 1.5344, grad_norm: 7.9142 2020-08-12 18:58:28,034 - mmaction - INFO - Epoch [236][1000/3757] lr: 1.651e-03, eta: 18:27:58, time: 0.801, data_time: 0.005, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8195, loss_cls: 1.5807, loss: 1.5807, grad_norm: 7.9521 2020-08-12 18:58:44,231 - mmaction - INFO - Epoch [236][1020/3757] lr: 1.651e-03, eta: 18:27:35, time: 0.811, data_time: 0.005, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8164, loss_cls: 1.5757, loss: 1.5757, grad_norm: 7.9226 2020-08-12 18:59:00,280 - mmaction - INFO - Epoch [236][1040/3757] lr: 1.651e-03, eta: 18:27:12, time: 0.803, data_time: 0.001, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8422, loss_cls: 1.4687, loss: 1.4687, grad_norm: 7.8348 2020-08-12 18:59:16,219 - mmaction - INFO - Epoch [236][1060/3757] lr: 1.651e-03, eta: 18:26:47, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8125, loss_cls: 1.5879, loss: 1.5879, grad_norm: 7.8925 2020-08-12 18:59:32,178 - mmaction - INFO - Epoch [236][1080/3757] lr: 1.651e-03, eta: 18:26:24, time: 0.800, data_time: 0.002, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8438, loss_cls: 1.5130, loss: 1.5130, grad_norm: 7.6386 2020-08-12 18:59:48,331 - mmaction - INFO - Epoch [236][1100/3757] lr: 1.651e-03, eta: 18:26:01, time: 0.807, data_time: 0.003, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4224, loss: 1.4224, grad_norm: 7.7402 2020-08-12 19:00:09,516 - mmaction - INFO - Epoch [236][1120/3757] lr: 1.651e-03, eta: 18:26:06, time: 1.034, data_time: 0.061, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8273, loss_cls: 1.5510, loss: 1.5510, grad_norm: 7.9643 2020-08-12 19:00:25,551 - mmaction - INFO - Epoch [236][1140/3757] lr: 1.651e-03, eta: 18:25:46, time: 0.827, data_time: 0.029, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8266, loss_cls: 1.5406, loss: 1.5406, grad_norm: 7.6919 2020-08-12 19:00:41,764 - mmaction - INFO - Epoch [236][1160/3757] lr: 1.651e-03, eta: 18:25:24, time: 0.810, data_time: 0.005, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8297, loss_cls: 1.5159, loss: 1.5159, grad_norm: 7.9087 2020-08-12 19:00:57,804 - mmaction - INFO - Epoch [236][1180/3757] lr: 1.651e-03, eta: 18:25:00, time: 0.803, data_time: 0.001, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8383, loss_cls: 1.5019, loss: 1.5019, grad_norm: 7.7528 2020-08-12 19:01:13,825 - mmaction - INFO - Epoch [236][1200/3757] lr: 1.651e-03, eta: 18:24:37, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8289, loss_cls: 1.5770, loss: 1.5770, grad_norm: 8.0148 2020-08-12 19:01:29,822 - mmaction - INFO - Epoch [236][1220/3757] lr: 1.651e-03, eta: 18:24:13, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8297, loss_cls: 1.5270, loss: 1.5270, grad_norm: 7.8981 2020-08-12 19:01:47,825 - mmaction - INFO - Epoch [236][1240/3757] lr: 1.651e-03, eta: 18:24:02, time: 0.900, data_time: 0.004, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8422, loss_cls: 1.5082, loss: 1.5082, grad_norm: 7.9877 2020-08-12 19:02:06,014 - mmaction - INFO - Epoch [236][1260/3757] lr: 1.651e-03, eta: 18:23:52, time: 0.909, data_time: 0.005, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8242, loss_cls: 1.5400, loss: 1.5400, grad_norm: 7.6394 2020-08-12 19:02:23,267 - mmaction - INFO - Epoch [236][1280/3757] lr: 1.651e-03, eta: 18:23:36, time: 0.863, data_time: 0.004, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8398, loss_cls: 1.4447, loss: 1.4447, grad_norm: 7.7975 2020-08-12 19:02:40,751 - mmaction - INFO - Epoch [236][1300/3757] lr: 1.651e-03, eta: 18:23:21, time: 0.874, data_time: 0.003, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8391, loss_cls: 1.4783, loss: 1.4783, grad_norm: 7.7361 2020-08-12 19:02:56,879 - mmaction - INFO - Epoch [236][1320/3757] lr: 1.651e-03, eta: 18:22:58, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8234, loss_cls: 1.5620, loss: 1.5620, grad_norm: 7.9842 2020-08-12 19:03:12,815 - mmaction - INFO - Epoch [236][1340/3757] lr: 1.651e-03, eta: 18:22:34, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8359, loss_cls: 1.4710, loss: 1.4710, grad_norm: 7.6307 2020-08-12 19:03:28,937 - mmaction - INFO - Epoch [236][1360/3757] lr: 1.651e-03, eta: 18:22:12, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8273, loss_cls: 1.5061, loss: 1.5061, grad_norm: 7.6210 2020-08-12 19:03:45,197 - mmaction - INFO - Epoch [236][1380/3757] lr: 1.651e-03, eta: 18:21:50, time: 0.813, data_time: 0.021, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8391, loss_cls: 1.5469, loss: 1.5469, grad_norm: 7.8203 2020-08-12 19:04:03,591 - mmaction - INFO - Epoch [236][1400/3757] lr: 1.651e-03, eta: 18:21:41, time: 0.920, data_time: 0.003, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8469, loss_cls: 1.5034, loss: 1.5034, grad_norm: 7.7359 2020-08-12 19:04:23,620 - mmaction - INFO - Epoch [236][1420/3757] lr: 1.651e-03, eta: 18:21:42, time: 1.001, data_time: 0.215, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8297, loss_cls: 1.5146, loss: 1.5146, grad_norm: 7.6154 2020-08-12 19:04:39,601 - mmaction - INFO - Epoch [236][1440/3757] lr: 1.651e-03, eta: 18:21:18, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8305, loss_cls: 1.5335, loss: 1.5335, grad_norm: 7.8842 2020-08-12 19:04:55,629 - mmaction - INFO - Epoch [236][1460/3757] lr: 1.651e-03, eta: 18:20:55, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8148, loss_cls: 1.6227, loss: 1.6227, grad_norm: 7.9101 2020-08-12 19:05:11,571 - mmaction - INFO - Epoch [236][1480/3757] lr: 1.651e-03, eta: 18:20:31, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8484, loss_cls: 1.4627, loss: 1.4627, grad_norm: 7.6426 2020-08-12 19:05:29,220 - mmaction - INFO - Epoch [236][1500/3757] lr: 1.651e-03, eta: 18:20:17, time: 0.882, data_time: 0.004, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8375, loss_cls: 1.4618, loss: 1.4618, grad_norm: 7.7662 2020-08-12 19:05:46,468 - mmaction - INFO - Epoch [236][1520/3757] lr: 1.651e-03, eta: 18:20:01, time: 0.861, data_time: 0.004, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8406, loss_cls: 1.5080, loss: 1.5080, grad_norm: 7.8423 2020-08-12 19:06:02,484 - mmaction - INFO - Epoch [236][1540/3757] lr: 1.651e-03, eta: 18:19:38, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8266, loss_cls: 1.5851, loss: 1.5851, grad_norm: 7.9442 2020-08-12 19:06:18,465 - mmaction - INFO - Epoch [236][1560/3757] lr: 1.651e-03, eta: 18:19:15, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8164, loss_cls: 1.6358, loss: 1.6358, grad_norm: 8.3182 2020-08-12 19:06:34,387 - mmaction - INFO - Epoch [236][1580/3757] lr: 1.651e-03, eta: 18:18:51, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8211, loss_cls: 1.5610, loss: 1.5610, grad_norm: 7.7732 2020-08-12 19:06:50,289 - mmaction - INFO - Epoch [236][1600/3757] lr: 1.651e-03, eta: 18:18:27, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8109, loss_cls: 1.6124, loss: 1.6124, grad_norm: 7.9176 2020-08-12 19:07:06,291 - mmaction - INFO - Epoch [236][1620/3757] lr: 1.651e-03, eta: 18:18:03, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8484, loss_cls: 1.4940, loss: 1.4940, grad_norm: 8.0814 2020-08-12 19:07:22,141 - mmaction - INFO - Epoch [236][1640/3757] lr: 1.651e-03, eta: 18:17:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8266, loss_cls: 1.5040, loss: 1.5040, grad_norm: 7.5759 2020-08-12 19:07:39,171 - mmaction - INFO - Epoch [236][1660/3757] lr: 1.651e-03, eta: 18:17:22, time: 0.851, data_time: 0.005, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8273, loss_cls: 1.5118, loss: 1.5118, grad_norm: 7.7465 2020-08-12 19:07:58,070 - mmaction - INFO - Epoch [236][1680/3757] lr: 1.651e-03, eta: 18:17:16, time: 0.947, data_time: 0.006, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.5038, loss: 1.5038, grad_norm: 7.7704 2020-08-12 19:08:13,880 - mmaction - INFO - Epoch [236][1700/3757] lr: 1.651e-03, eta: 18:16:52, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8414, loss_cls: 1.4879, loss: 1.4879, grad_norm: 7.7130 2020-08-12 19:08:29,654 - mmaction - INFO - Epoch [236][1720/3757] lr: 1.651e-03, eta: 18:16:27, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8289, loss_cls: 1.5488, loss: 1.5488, grad_norm: 7.8461 2020-08-12 19:08:45,370 - mmaction - INFO - Epoch [236][1740/3757] lr: 1.651e-03, eta: 18:16:02, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8414, loss_cls: 1.4623, loss: 1.4623, grad_norm: 7.6391 2020-08-12 19:09:01,125 - mmaction - INFO - Epoch [236][1760/3757] lr: 1.651e-03, eta: 18:15:37, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8102, loss_cls: 1.6394, loss: 1.6394, grad_norm: 7.9321 2020-08-12 19:09:16,937 - mmaction - INFO - Epoch [236][1780/3757] lr: 1.651e-03, eta: 18:15:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8398, loss_cls: 1.4968, loss: 1.4968, grad_norm: 8.0816 2020-08-12 19:09:32,720 - mmaction - INFO - Epoch [236][1800/3757] lr: 1.651e-03, eta: 18:14:49, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8359, loss_cls: 1.5091, loss: 1.5091, grad_norm: 7.7373 2020-08-12 19:09:48,513 - mmaction - INFO - Epoch [236][1820/3757] lr: 1.651e-03, eta: 18:14:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8313, loss_cls: 1.5053, loss: 1.5053, grad_norm: 7.7703 2020-08-12 19:10:04,390 - mmaction - INFO - Epoch [236][1840/3757] lr: 1.651e-03, eta: 18:14:00, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8172, loss_cls: 1.6212, loss: 1.6212, grad_norm: 7.7740 2020-08-12 19:10:20,261 - mmaction - INFO - Epoch [236][1860/3757] lr: 1.651e-03, eta: 18:13:36, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8266, loss_cls: 1.5978, loss: 1.5978, grad_norm: 7.8087 2020-08-12 19:10:36,099 - mmaction - INFO - Epoch [236][1880/3757] lr: 1.651e-03, eta: 18:13:12, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8273, loss_cls: 1.5603, loss: 1.5603, grad_norm: 7.8166 2020-08-12 19:10:51,984 - mmaction - INFO - Epoch [236][1900/3757] lr: 1.651e-03, eta: 18:12:48, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8359, loss_cls: 1.4936, loss: 1.4936, grad_norm: 8.0588 2020-08-12 19:11:08,106 - mmaction - INFO - Epoch [236][1920/3757] lr: 1.651e-03, eta: 18:12:26, time: 0.807, data_time: 0.005, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8320, loss_cls: 1.5461, loss: 1.5461, grad_norm: 7.8427 2020-08-12 19:11:24,152 - mmaction - INFO - Epoch [236][1940/3757] lr: 1.651e-03, eta: 18:12:04, time: 0.804, data_time: 0.005, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8383, loss_cls: 1.4409, loss: 1.4409, grad_norm: 7.6365 2020-08-12 19:11:39,947 - mmaction - INFO - Epoch [236][1960/3757] lr: 1.651e-03, eta: 18:11:39, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8500, loss_cls: 1.4791, loss: 1.4791, grad_norm: 7.7978 2020-08-12 19:11:55,966 - mmaction - INFO - Epoch [236][1980/3757] lr: 1.651e-03, eta: 18:11:16, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8250, loss_cls: 1.4850, loss: 1.4850, grad_norm: 7.4810 2020-08-12 19:12:11,850 - mmaction - INFO - Epoch [236][2000/3757] lr: 1.651e-03, eta: 18:10:53, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8398, loss_cls: 1.5697, loss: 1.5697, grad_norm: 7.9915 2020-08-12 19:12:28,144 - mmaction - INFO - Epoch [236][2020/3757] lr: 1.651e-03, eta: 18:10:32, time: 0.814, data_time: 0.004, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8305, loss_cls: 1.5018, loss: 1.5018, grad_norm: 7.7812 2020-08-12 19:12:44,258 - mmaction - INFO - Epoch [236][2040/3757] lr: 1.651e-03, eta: 18:10:09, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8187, loss_cls: 1.6433, loss: 1.6433, grad_norm: 8.0632 2020-08-12 19:13:00,615 - mmaction - INFO - Epoch [236][2060/3757] lr: 1.651e-03, eta: 18:09:48, time: 0.819, data_time: 0.005, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8383, loss_cls: 1.5077, loss: 1.5077, grad_norm: 7.5147 2020-08-12 19:13:16,690 - mmaction - INFO - Epoch [236][2080/3757] lr: 1.651e-03, eta: 18:09:26, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8344, loss_cls: 1.4344, loss: 1.4344, grad_norm: 7.4543 2020-08-12 19:13:32,684 - mmaction - INFO - Epoch [236][2100/3757] lr: 1.651e-03, eta: 18:09:03, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8289, loss_cls: 1.5902, loss: 1.5902, grad_norm: 7.9523 2020-08-12 19:13:48,817 - mmaction - INFO - Epoch [236][2120/3757] lr: 1.651e-03, eta: 18:08:41, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8461, loss_cls: 1.5008, loss: 1.5008, grad_norm: 7.8200 2020-08-12 19:14:04,697 - mmaction - INFO - Epoch [236][2140/3757] lr: 1.651e-03, eta: 18:08:17, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8219, loss_cls: 1.5584, loss: 1.5584, grad_norm: 7.9271 2020-08-12 19:14:21,016 - mmaction - INFO - Epoch [236][2160/3757] lr: 1.651e-03, eta: 18:07:56, time: 0.814, data_time: 0.003, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8227, loss_cls: 1.4988, loss: 1.4988, grad_norm: 7.5229 2020-08-12 19:14:37,214 - mmaction - INFO - Epoch [236][2180/3757] lr: 1.651e-03, eta: 18:07:35, time: 0.812, data_time: 0.005, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8227, loss_cls: 1.5173, loss: 1.5173, grad_norm: 7.4921 2020-08-12 19:14:53,467 - mmaction - INFO - Epoch [236][2200/3757] lr: 1.651e-03, eta: 18:07:13, time: 0.811, data_time: 0.004, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8133, loss_cls: 1.5896, loss: 1.5896, grad_norm: 7.7608 2020-08-12 19:15:09,522 - mmaction - INFO - Epoch [236][2220/3757] lr: 1.651e-03, eta: 18:06:51, time: 0.804, data_time: 0.002, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8477, loss_cls: 1.5136, loss: 1.5136, grad_norm: 7.8633 2020-08-12 19:15:25,384 - mmaction - INFO - Epoch [236][2240/3757] lr: 1.651e-03, eta: 18:06:28, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.4338, loss: 1.4338, grad_norm: 7.5791 2020-08-12 19:15:41,334 - mmaction - INFO - Epoch [236][2260/3757] lr: 1.651e-03, eta: 18:06:04, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8242, loss_cls: 1.5493, loss: 1.5493, grad_norm: 7.8349 2020-08-12 19:15:57,340 - mmaction - INFO - Epoch [236][2280/3757] lr: 1.651e-03, eta: 18:05:42, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8250, loss_cls: 1.5664, loss: 1.5664, grad_norm: 7.8376 2020-08-12 19:16:13,420 - mmaction - INFO - Epoch [236][2300/3757] lr: 1.651e-03, eta: 18:05:20, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8250, loss_cls: 1.5629, loss: 1.5629, grad_norm: 7.7090 2020-08-12 19:16:29,617 - mmaction - INFO - Epoch [236][2320/3757] lr: 1.651e-03, eta: 18:04:58, time: 0.810, data_time: 0.004, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8461, loss_cls: 1.4762, loss: 1.4762, grad_norm: 7.9654 2020-08-12 19:16:45,681 - mmaction - INFO - Epoch [236][2340/3757] lr: 1.651e-03, eta: 18:04:36, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8398, loss_cls: 1.5335, loss: 1.5335, grad_norm: 8.1043 2020-08-12 19:17:02,144 - mmaction - INFO - Epoch [236][2360/3757] lr: 1.651e-03, eta: 18:04:16, time: 0.826, data_time: 0.006, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8352, loss_cls: 1.4938, loss: 1.4938, grad_norm: 7.5743 2020-08-12 19:17:18,291 - mmaction - INFO - Epoch [236][2380/3757] lr: 1.651e-03, eta: 18:03:54, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8375, loss_cls: 1.5286, loss: 1.5286, grad_norm: 8.0807 2020-08-12 19:17:34,706 - mmaction - INFO - Epoch [236][2400/3757] lr: 1.651e-03, eta: 18:03:34, time: 0.822, data_time: 0.003, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8398, loss_cls: 1.5013, loss: 1.5013, grad_norm: 7.9883 2020-08-12 19:17:51,504 - mmaction - INFO - Epoch [236][2420/3757] lr: 1.651e-03, eta: 18:03:16, time: 0.840, data_time: 0.003, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8383, loss_cls: 1.5138, loss: 1.5138, grad_norm: 7.8882 2020-08-12 19:18:07,629 - mmaction - INFO - Epoch [236][2440/3757] lr: 1.651e-03, eta: 18:02:54, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8359, loss_cls: 1.4529, loss: 1.4529, grad_norm: 7.6583 2020-08-12 19:18:23,709 - mmaction - INFO - Epoch [236][2460/3757] lr: 1.651e-03, eta: 18:02:32, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8172, loss_cls: 1.5843, loss: 1.5843, grad_norm: 7.7755 2020-08-12 19:18:39,830 - mmaction - INFO - Epoch [236][2480/3757] lr: 1.651e-03, eta: 18:02:10, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8445, loss_cls: 1.4220, loss: 1.4220, grad_norm: 7.6452 2020-08-12 19:18:57,808 - mmaction - INFO - Epoch [236][2500/3757] lr: 1.651e-03, eta: 18:01:58, time: 0.897, data_time: 0.003, memory: 6192, top1_acc: 0.6125, top5_acc: 0.8234, loss_cls: 1.6038, loss: 1.6038, grad_norm: 7.9503 2020-08-12 19:19:13,814 - mmaction - INFO - Epoch [236][2520/3757] lr: 1.651e-03, eta: 18:01:36, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.6070, top5_acc: 0.8219, loss_cls: 1.6150, loss: 1.6150, grad_norm: 8.0539 2020-08-12 19:19:29,925 - mmaction - INFO - Epoch [236][2540/3757] lr: 1.651e-03, eta: 18:01:14, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8320, loss_cls: 1.4651, loss: 1.4651, grad_norm: 7.5753 2020-08-12 19:19:46,089 - mmaction - INFO - Epoch [236][2560/3757] lr: 1.651e-03, eta: 18:00:52, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8336, loss_cls: 1.5206, loss: 1.5206, grad_norm: 7.6447 2020-08-12 19:20:02,245 - mmaction - INFO - Epoch [236][2580/3757] lr: 1.651e-03, eta: 18:00:31, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8422, loss_cls: 1.4498, loss: 1.4498, grad_norm: 7.6473 2020-08-12 19:20:18,188 - mmaction - INFO - Epoch [236][2600/3757] lr: 1.651e-03, eta: 18:00:08, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8320, loss_cls: 1.5434, loss: 1.5434, grad_norm: 7.8342 2020-08-12 19:20:34,215 - mmaction - INFO - Epoch [236][2620/3757] lr: 1.651e-03, eta: 17:59:46, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8586, loss_cls: 1.4131, loss: 1.4131, grad_norm: 7.7030 2020-08-12 19:20:50,266 - mmaction - INFO - Epoch [236][2640/3757] lr: 1.651e-03, eta: 17:59:24, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8203, loss_cls: 1.5509, loss: 1.5509, grad_norm: 7.7271 2020-08-12 19:21:07,020 - mmaction - INFO - Epoch [236][2660/3757] lr: 1.651e-03, eta: 17:59:05, time: 0.838, data_time: 0.003, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8133, loss_cls: 1.6161, loss: 1.6161, grad_norm: 8.0334 2020-08-12 19:21:25,441 - mmaction - INFO - Epoch [236][2680/3757] lr: 1.651e-03, eta: 17:58:56, time: 0.921, data_time: 0.003, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8305, loss_cls: 1.5233, loss: 1.5233, grad_norm: 7.6967 2020-08-12 19:21:41,463 - mmaction - INFO - Epoch [236][2700/3757] lr: 1.651e-03, eta: 17:58:34, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.4418, loss: 1.4418, grad_norm: 7.5382 2020-08-12 19:21:57,493 - mmaction - INFO - Epoch [236][2720/3757] lr: 1.651e-03, eta: 17:58:12, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8187, loss_cls: 1.5726, loss: 1.5726, grad_norm: 7.8030 2020-08-12 19:22:13,655 - mmaction - INFO - Epoch [236][2740/3757] lr: 1.651e-03, eta: 17:57:50, time: 0.809, data_time: 0.005, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8195, loss_cls: 1.6219, loss: 1.6219, grad_norm: 7.9548 2020-08-12 19:22:29,639 - mmaction - INFO - Epoch [236][2760/3757] lr: 1.651e-03, eta: 17:57:28, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8297, loss_cls: 1.5562, loss: 1.5562, grad_norm: 8.0319 2020-08-12 19:22:45,620 - mmaction - INFO - Epoch [236][2780/3757] lr: 1.651e-03, eta: 17:57:05, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8313, loss_cls: 1.5430, loss: 1.5430, grad_norm: 8.0059 2020-08-12 19:23:01,713 - mmaction - INFO - Epoch [236][2800/3757] lr: 1.651e-03, eta: 17:56:44, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8453, loss_cls: 1.5166, loss: 1.5166, grad_norm: 7.7061 2020-08-12 19:23:17,862 - mmaction - INFO - Epoch [236][2820/3757] lr: 1.651e-03, eta: 17:56:22, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8219, loss_cls: 1.5355, loss: 1.5355, grad_norm: 7.8272 2020-08-12 19:23:33,818 - mmaction - INFO - Epoch [236][2840/3757] lr: 1.651e-03, eta: 17:56:00, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8297, loss_cls: 1.5685, loss: 1.5685, grad_norm: 7.8586 2020-08-12 19:23:50,604 - mmaction - INFO - Epoch [236][2860/3757] lr: 1.651e-03, eta: 17:55:42, time: 0.839, data_time: 0.001, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8398, loss_cls: 1.5036, loss: 1.5036, grad_norm: 7.8750 2020-08-12 19:24:07,035 - mmaction - INFO - Epoch [236][2880/3757] lr: 1.651e-03, eta: 17:55:22, time: 0.822, data_time: 0.003, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8313, loss_cls: 1.5286, loss: 1.5286, grad_norm: 7.9304 2020-08-12 19:24:23,101 - mmaction - INFO - Epoch [236][2900/3757] lr: 1.651e-03, eta: 17:55:00, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.6195, top5_acc: 0.8156, loss_cls: 1.6203, loss: 1.6203, grad_norm: 7.8452 2020-08-12 19:24:39,126 - mmaction - INFO - Epoch [236][2920/3757] lr: 1.651e-03, eta: 17:54:38, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.4914, loss: 1.4914, grad_norm: 7.6322 2020-08-12 19:24:56,026 - mmaction - INFO - Epoch [236][2940/3757] lr: 1.651e-03, eta: 17:54:21, time: 0.844, data_time: 0.003, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8313, loss_cls: 1.5482, loss: 1.5482, grad_norm: 7.7635 2020-08-12 19:25:12,042 - mmaction - INFO - Epoch [236][2960/3757] lr: 1.651e-03, eta: 17:53:58, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8250, loss_cls: 1.4799, loss: 1.4799, grad_norm: 7.6900 2020-08-12 19:25:28,234 - mmaction - INFO - Epoch [236][2980/3757] lr: 1.651e-03, eta: 17:53:37, time: 0.809, data_time: 0.003, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8430, loss_cls: 1.4711, loss: 1.4711, grad_norm: 7.6826 2020-08-12 19:25:44,362 - mmaction - INFO - Epoch [236][3000/3757] lr: 1.651e-03, eta: 17:53:16, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8406, loss_cls: 1.4667, loss: 1.4667, grad_norm: 7.7113 2020-08-12 19:26:00,329 - mmaction - INFO - Epoch [236][3020/3757] lr: 1.651e-03, eta: 17:52:54, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8438, loss_cls: 1.4558, loss: 1.4558, grad_norm: 7.5129 2020-08-12 19:26:16,395 - mmaction - INFO - Epoch [236][3040/3757] lr: 1.651e-03, eta: 17:52:32, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8383, loss_cls: 1.4875, loss: 1.4875, grad_norm: 7.6473 2020-08-12 19:26:32,403 - mmaction - INFO - Epoch [236][3060/3757] lr: 1.651e-03, eta: 17:52:10, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8273, loss_cls: 1.5310, loss: 1.5310, grad_norm: 7.8037 2020-08-12 19:26:48,515 - mmaction - INFO - Epoch [236][3080/3757] lr: 1.651e-03, eta: 17:51:48, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.6055, top5_acc: 0.8180, loss_cls: 1.6393, loss: 1.6393, grad_norm: 8.2419 2020-08-12 19:27:04,703 - mmaction - INFO - Epoch [236][3100/3757] lr: 1.651e-03, eta: 17:51:27, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8187, loss_cls: 1.5979, loss: 1.5979, grad_norm: 8.0532 2020-08-12 19:27:20,575 - mmaction - INFO - Epoch [236][3120/3757] lr: 1.651e-03, eta: 17:51:05, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8219, loss_cls: 1.5142, loss: 1.5142, grad_norm: 7.6558 2020-08-12 19:27:36,741 - mmaction - INFO - Epoch [236][3140/3757] lr: 1.651e-03, eta: 17:50:43, time: 0.808, data_time: 0.004, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8289, loss_cls: 1.5122, loss: 1.5122, grad_norm: 7.7458 2020-08-12 19:27:52,780 - mmaction - INFO - Epoch [236][3160/3757] lr: 1.651e-03, eta: 17:50:21, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8367, loss_cls: 1.4710, loss: 1.4710, grad_norm: 7.8268 2020-08-12 19:28:08,806 - mmaction - INFO - Epoch [236][3180/3757] lr: 1.651e-03, eta: 17:50:00, time: 0.803, data_time: 0.005, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8289, loss_cls: 1.5289, loss: 1.5289, grad_norm: 8.0079 2020-08-12 19:28:24,599 - mmaction - INFO - Epoch [236][3200/3757] lr: 1.651e-03, eta: 17:49:37, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8227, loss_cls: 1.5986, loss: 1.5986, grad_norm: 7.8169 2020-08-12 19:28:40,547 - mmaction - INFO - Epoch [236][3220/3757] lr: 1.651e-03, eta: 17:49:14, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8398, loss_cls: 1.4885, loss: 1.4885, grad_norm: 7.7675 2020-08-12 19:28:57,917 - mmaction - INFO - Epoch [236][3240/3757] lr: 1.651e-03, eta: 17:49:00, time: 0.870, data_time: 0.005, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8250, loss_cls: 1.5157, loss: 1.5157, grad_norm: 7.7754 2020-08-12 19:29:13,816 - mmaction - INFO - Epoch [236][3260/3757] lr: 1.651e-03, eta: 17:48:37, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8445, loss_cls: 1.4529, loss: 1.4529, grad_norm: 7.7879 2020-08-12 19:29:29,653 - mmaction - INFO - Epoch [236][3280/3757] lr: 1.651e-03, eta: 17:48:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8352, loss_cls: 1.5261, loss: 1.5261, grad_norm: 8.0191 2020-08-12 19:29:45,515 - mmaction - INFO - Epoch [236][3300/3757] lr: 1.651e-03, eta: 17:47:52, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8367, loss_cls: 1.4453, loss: 1.4453, grad_norm: 7.7795 2020-08-12 19:30:01,391 - mmaction - INFO - Epoch [236][3320/3757] lr: 1.651e-03, eta: 17:47:29, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8414, loss_cls: 1.5056, loss: 1.5056, grad_norm: 7.9669 2020-08-12 19:30:17,273 - mmaction - INFO - Epoch [236][3340/3757] lr: 1.651e-03, eta: 17:47:07, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8281, loss_cls: 1.5032, loss: 1.5032, grad_norm: 7.6295 2020-08-12 19:30:33,230 - mmaction - INFO - Epoch [236][3360/3757] lr: 1.651e-03, eta: 17:46:45, time: 0.798, data_time: 0.011, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8375, loss_cls: 1.4953, loss: 1.4953, grad_norm: 7.8176 2020-08-12 19:30:49,139 - mmaction - INFO - Epoch [236][3380/3757] lr: 1.651e-03, eta: 17:46:22, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8328, loss_cls: 1.5583, loss: 1.5583, grad_norm: 7.7422 2020-08-12 19:31:04,987 - mmaction - INFO - Epoch [236][3400/3757] lr: 1.651e-03, eta: 17:46:00, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8297, loss_cls: 1.4798, loss: 1.4798, grad_norm: 7.6782 2020-08-12 19:31:20,751 - mmaction - INFO - Epoch [236][3420/3757] lr: 1.651e-03, eta: 17:45:37, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8117, loss_cls: 1.6093, loss: 1.6093, grad_norm: 7.8053 2020-08-12 19:31:36,625 - mmaction - INFO - Epoch [236][3440/3757] lr: 1.651e-03, eta: 17:45:14, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8250, loss_cls: 1.5538, loss: 1.5538, grad_norm: 8.0621 2020-08-12 19:31:52,788 - mmaction - INFO - Epoch [236][3460/3757] lr: 1.651e-03, eta: 17:44:54, time: 0.809, data_time: 0.011, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8461, loss_cls: 1.4082, loss: 1.4082, grad_norm: 7.6660 2020-08-12 19:32:08,807 - mmaction - INFO - Epoch [236][3480/3757] lr: 1.651e-03, eta: 17:44:32, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.6172, top5_acc: 0.8187, loss_cls: 1.6183, loss: 1.6183, grad_norm: 8.0845 2020-08-12 19:32:24,811 - mmaction - INFO - Epoch [236][3500/3757] lr: 1.651e-03, eta: 17:44:10, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.4973, loss: 1.4973, grad_norm: 7.8251 2020-08-12 19:32:40,983 - mmaction - INFO - Epoch [236][3520/3757] lr: 1.651e-03, eta: 17:43:49, time: 0.809, data_time: 0.006, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8453, loss_cls: 1.4439, loss: 1.4439, grad_norm: 7.7832 2020-08-12 19:32:57,103 - mmaction - INFO - Epoch [236][3540/3757] lr: 1.651e-03, eta: 17:43:28, time: 0.808, data_time: 0.005, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8281, loss_cls: 1.5639, loss: 1.5639, grad_norm: 7.9129 2020-08-12 19:33:13,420 - mmaction - INFO - Epoch [236][3560/3757] lr: 1.651e-03, eta: 17:43:08, time: 0.815, data_time: 0.003, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8359, loss_cls: 1.4977, loss: 1.4977, grad_norm: 7.7600 2020-08-12 19:33:29,212 - mmaction - INFO - Epoch [236][3580/3757] lr: 1.651e-03, eta: 17:42:45, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8109, loss_cls: 1.6050, loss: 1.6050, grad_norm: 8.0957 2020-08-12 19:33:45,010 - mmaction - INFO - Epoch [236][3600/3757] lr: 1.651e-03, eta: 17:42:23, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8375, loss_cls: 1.4632, loss: 1.4632, grad_norm: 7.7497 2020-08-12 19:34:01,063 - mmaction - INFO - Epoch [236][3620/3757] lr: 1.651e-03, eta: 17:42:01, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8297, loss_cls: 1.5182, loss: 1.5182, grad_norm: 7.9379 2020-08-12 19:34:17,248 - mmaction - INFO - Epoch [236][3640/3757] lr: 1.651e-03, eta: 17:41:41, time: 0.809, data_time: 0.004, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8211, loss_cls: 1.5424, loss: 1.5424, grad_norm: 7.8850 2020-08-12 19:34:33,410 - mmaction - INFO - Epoch [236][3660/3757] lr: 1.651e-03, eta: 17:41:20, time: 0.806, data_time: 0.003, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8375, loss_cls: 1.5372, loss: 1.5372, grad_norm: 7.8361 2020-08-12 19:34:49,572 - mmaction - INFO - Epoch [236][3680/3757] lr: 1.651e-03, eta: 17:40:59, time: 0.808, data_time: 0.006, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8336, loss_cls: 1.5284, loss: 1.5284, grad_norm: 7.9887 2020-08-12 19:35:05,806 - mmaction - INFO - Epoch [236][3700/3757] lr: 1.651e-03, eta: 17:40:39, time: 0.813, data_time: 0.005, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8313, loss_cls: 1.5367, loss: 1.5367, grad_norm: 8.0504 2020-08-12 19:35:21,791 - mmaction - INFO - Epoch [236][3720/3757] lr: 1.651e-03, eta: 17:40:17, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8469, loss_cls: 1.4637, loss: 1.4637, grad_norm: 7.7037 2020-08-12 19:35:39,716 - mmaction - INFO - Epoch [236][3740/3757] lr: 1.651e-03, eta: 17:40:05, time: 0.895, data_time: 0.004, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8297, loss_cls: 1.5683, loss: 1.5683, grad_norm: 7.9226 2020-08-12 19:36:03,020 - mmaction - INFO - Saving checkpoint at 236 epochs 2020-08-12 19:39:00,016 - mmaction - INFO - Epoch [237][20/3757] lr: 1.498e-03, eta: 17:51:27, time: 8.707, data_time: 7.869, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8453, loss_cls: 1.4805, loss: 1.4805, grad_norm: 7.9380 2020-08-12 19:39:17,928 - mmaction - INFO - Epoch [237][40/3757] lr: 1.498e-03, eta: 17:51:13, time: 0.894, data_time: 0.001, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8484, loss_cls: 1.4024, loss: 1.4024, grad_norm: 7.4399 2020-08-12 19:39:33,861 - mmaction - INFO - Epoch [237][60/3757] lr: 1.498e-03, eta: 17:50:51, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8398, loss_cls: 1.5145, loss: 1.5145, grad_norm: 7.8774 2020-08-12 19:39:50,009 - mmaction - INFO - Epoch [237][80/3757] lr: 1.498e-03, eta: 17:50:28, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8180, loss_cls: 1.6329, loss: 1.6329, grad_norm: 7.9406 2020-08-12 19:40:06,249 - mmaction - INFO - Epoch [237][100/3757] lr: 1.498e-03, eta: 17:50:07, time: 0.814, data_time: 0.005, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8203, loss_cls: 1.5847, loss: 1.5847, grad_norm: 7.8768 2020-08-12 19:40:22,226 - mmaction - INFO - Epoch [237][120/3757] lr: 1.498e-03, eta: 17:49:44, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8391, loss_cls: 1.4846, loss: 1.4846, grad_norm: 7.6131 2020-08-12 19:40:38,148 - mmaction - INFO - Epoch [237][140/3757] lr: 1.498e-03, eta: 17:49:21, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.5136, loss: 1.5136, grad_norm: 7.9820 2020-08-12 19:40:56,788 - mmaction - INFO - Epoch [237][160/3757] lr: 1.498e-03, eta: 17:49:12, time: 0.931, data_time: 0.005, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8258, loss_cls: 1.5621, loss: 1.5621, grad_norm: 7.9812 2020-08-12 19:41:15,355 - mmaction - INFO - Epoch [237][180/3757] lr: 1.498e-03, eta: 17:49:02, time: 0.928, data_time: 0.006, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8320, loss_cls: 1.4862, loss: 1.4862, grad_norm: 7.3600 2020-08-12 19:41:31,345 - mmaction - INFO - Epoch [237][200/3757] lr: 1.498e-03, eta: 17:48:39, time: 0.802, data_time: 0.005, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8391, loss_cls: 1.4688, loss: 1.4688, grad_norm: 7.9589 2020-08-12 19:41:47,416 - mmaction - INFO - Epoch [237][220/3757] lr: 1.498e-03, eta: 17:48:17, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8336, loss_cls: 1.4617, loss: 1.4617, grad_norm: 7.5719 2020-08-12 19:42:03,667 - mmaction - INFO - Epoch [237][240/3757] lr: 1.498e-03, eta: 17:47:56, time: 0.812, data_time: 0.005, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.4908, loss: 1.4908, grad_norm: 7.8253 2020-08-12 19:42:19,638 - mmaction - INFO - Epoch [237][260/3757] lr: 1.498e-03, eta: 17:47:33, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8375, loss_cls: 1.4786, loss: 1.4786, grad_norm: 7.5883 2020-08-12 19:42:35,566 - mmaction - INFO - Epoch [237][280/3757] lr: 1.498e-03, eta: 17:47:10, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8406, loss_cls: 1.4226, loss: 1.4226, grad_norm: 7.6827 2020-08-12 19:42:51,883 - mmaction - INFO - Epoch [237][300/3757] lr: 1.498e-03, eta: 17:46:49, time: 0.817, data_time: 0.005, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8273, loss_cls: 1.5141, loss: 1.5141, grad_norm: 7.9728 2020-08-12 19:43:09,239 - mmaction - INFO - Epoch [237][320/3757] lr: 1.498e-03, eta: 17:46:33, time: 0.868, data_time: 0.001, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8438, loss_cls: 1.4708, loss: 1.4708, grad_norm: 7.7179 2020-08-12 19:43:27,780 - mmaction - INFO - Epoch [237][340/3757] lr: 1.498e-03, eta: 17:46:23, time: 0.927, data_time: 0.003, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8266, loss_cls: 1.5126, loss: 1.5126, grad_norm: 7.8022 2020-08-12 19:43:43,983 - mmaction - INFO - Epoch [237][360/3757] lr: 1.498e-03, eta: 17:46:02, time: 0.810, data_time: 0.003, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8359, loss_cls: 1.4555, loss: 1.4555, grad_norm: 7.7913 2020-08-12 19:43:59,953 - mmaction - INFO - Epoch [237][380/3757] lr: 1.498e-03, eta: 17:45:39, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8305, loss_cls: 1.4480, loss: 1.4480, grad_norm: 7.9469 2020-08-12 19:44:16,997 - mmaction - INFO - Epoch [237][400/3757] lr: 1.498e-03, eta: 17:45:22, time: 0.853, data_time: 0.004, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.4172, loss: 1.4172, grad_norm: 7.6050 2020-08-12 19:44:33,036 - mmaction - INFO - Epoch [237][420/3757] lr: 1.498e-03, eta: 17:44:59, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8367, loss_cls: 1.4854, loss: 1.4854, grad_norm: 7.8563 2020-08-12 19:44:50,437 - mmaction - INFO - Epoch [237][440/3757] lr: 1.498e-03, eta: 17:44:44, time: 0.870, data_time: 0.077, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8516, loss_cls: 1.4559, loss: 1.4559, grad_norm: 7.7089 2020-08-12 19:45:06,546 - mmaction - INFO - Epoch [237][460/3757] lr: 1.498e-03, eta: 17:44:22, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8258, loss_cls: 1.5450, loss: 1.5450, grad_norm: 8.0922 2020-08-12 19:45:22,580 - mmaction - INFO - Epoch [237][480/3757] lr: 1.498e-03, eta: 17:43:59, time: 0.801, data_time: 0.002, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8320, loss_cls: 1.4691, loss: 1.4691, grad_norm: 7.9946 2020-08-12 19:45:38,708 - mmaction - INFO - Epoch [237][500/3757] lr: 1.498e-03, eta: 17:43:38, time: 0.808, data_time: 0.005, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8477, loss_cls: 1.4293, loss: 1.4293, grad_norm: 7.5749 2020-08-12 19:45:56,086 - mmaction - INFO - Epoch [237][520/3757] lr: 1.498e-03, eta: 17:43:22, time: 0.868, data_time: 0.073, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8445, loss_cls: 1.4292, loss: 1.4292, grad_norm: 7.7498 2020-08-12 19:46:12,170 - mmaction - INFO - Epoch [237][540/3757] lr: 1.498e-03, eta: 17:43:00, time: 0.806, data_time: 0.005, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8266, loss_cls: 1.4574, loss: 1.4574, grad_norm: 7.6021 2020-08-12 19:46:28,182 - mmaction - INFO - Epoch [237][560/3757] lr: 1.498e-03, eta: 17:42:38, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8438, loss_cls: 1.4809, loss: 1.4809, grad_norm: 7.8548 2020-08-12 19:46:44,291 - mmaction - INFO - Epoch [237][580/3757] lr: 1.498e-03, eta: 17:42:16, time: 0.806, data_time: 0.005, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8297, loss_cls: 1.4854, loss: 1.4854, grad_norm: 7.8155 2020-08-12 19:47:00,346 - mmaction - INFO - Epoch [237][600/3757] lr: 1.498e-03, eta: 17:41:54, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8445, loss_cls: 1.4651, loss: 1.4651, grad_norm: 8.0933 2020-08-12 19:47:16,974 - mmaction - INFO - Epoch [237][620/3757] lr: 1.498e-03, eta: 17:41:35, time: 0.832, data_time: 0.004, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8141, loss_cls: 1.5963, loss: 1.5963, grad_norm: 8.1268 2020-08-12 19:47:32,961 - mmaction - INFO - Epoch [237][640/3757] lr: 1.498e-03, eta: 17:41:12, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4249, loss: 1.4249, grad_norm: 7.7983 2020-08-12 19:47:48,996 - mmaction - INFO - Epoch [237][660/3757] lr: 1.498e-03, eta: 17:40:50, time: 0.803, data_time: 0.005, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8406, loss_cls: 1.4751, loss: 1.4751, grad_norm: 7.5400 2020-08-12 19:48:05,342 - mmaction - INFO - Epoch [237][680/3757] lr: 1.498e-03, eta: 17:40:29, time: 0.817, data_time: 0.009, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8344, loss_cls: 1.5213, loss: 1.5213, grad_norm: 7.8776 2020-08-12 19:48:21,285 - mmaction - INFO - Epoch [237][700/3757] lr: 1.498e-03, eta: 17:40:07, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8430, loss_cls: 1.4323, loss: 1.4323, grad_norm: 7.8731 2020-08-12 19:48:37,498 - mmaction - INFO - Epoch [237][720/3757] lr: 1.498e-03, eta: 17:39:46, time: 0.811, data_time: 0.004, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8391, loss_cls: 1.4918, loss: 1.4918, grad_norm: 8.0206 2020-08-12 19:48:53,622 - mmaction - INFO - Epoch [237][740/3757] lr: 1.498e-03, eta: 17:39:24, time: 0.807, data_time: 0.005, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8523, loss_cls: 1.4642, loss: 1.4642, grad_norm: 7.8573 2020-08-12 19:49:09,697 - mmaction - INFO - Epoch [237][760/3757] lr: 1.498e-03, eta: 17:39:02, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8383, loss_cls: 1.4423, loss: 1.4423, grad_norm: 7.6861 2020-08-12 19:49:25,660 - mmaction - INFO - Epoch [237][780/3757] lr: 1.498e-03, eta: 17:38:40, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8266, loss_cls: 1.5887, loss: 1.5887, grad_norm: 8.4029 2020-08-12 19:49:41,678 - mmaction - INFO - Epoch [237][800/3757] lr: 1.498e-03, eta: 17:38:18, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8406, loss_cls: 1.4809, loss: 1.4809, grad_norm: 7.9315 2020-08-12 19:49:57,558 - mmaction - INFO - Epoch [237][820/3757] lr: 1.498e-03, eta: 17:37:55, time: 0.797, data_time: 0.006, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8273, loss_cls: 1.4883, loss: 1.4883, grad_norm: 8.1061 2020-08-12 19:50:13,466 - mmaction - INFO - Epoch [237][840/3757] lr: 1.498e-03, eta: 17:37:32, time: 0.795, data_time: 0.011, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8258, loss_cls: 1.5660, loss: 1.5660, grad_norm: 7.9227 2020-08-12 19:50:29,248 - mmaction - INFO - Epoch [237][860/3757] lr: 1.498e-03, eta: 17:37:09, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8539, loss_cls: 1.4459, loss: 1.4459, grad_norm: 7.4967 2020-08-12 19:50:45,126 - mmaction - INFO - Epoch [237][880/3757] lr: 1.498e-03, eta: 17:36:46, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8297, loss_cls: 1.5345, loss: 1.5345, grad_norm: 7.7374 2020-08-12 19:51:01,003 - mmaction - INFO - Epoch [237][900/3757] lr: 1.498e-03, eta: 17:36:24, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8367, loss_cls: 1.4954, loss: 1.4954, grad_norm: 7.9828 2020-08-12 19:51:16,928 - mmaction - INFO - Epoch [237][920/3757] lr: 1.498e-03, eta: 17:36:01, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.5859, top5_acc: 0.8180, loss_cls: 1.6654, loss: 1.6654, grad_norm: 8.0432 2020-08-12 19:51:32,717 - mmaction - INFO - Epoch [237][940/3757] lr: 1.498e-03, eta: 17:35:38, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8297, loss_cls: 1.5381, loss: 1.5381, grad_norm: 7.9873 2020-08-12 19:51:48,489 - mmaction - INFO - Epoch [237][960/3757] lr: 1.498e-03, eta: 17:35:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8359, loss_cls: 1.5365, loss: 1.5365, grad_norm: 7.8995 2020-08-12 19:52:04,341 - mmaction - INFO - Epoch [237][980/3757] lr: 1.498e-03, eta: 17:34:53, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8211, loss_cls: 1.5734, loss: 1.5734, grad_norm: 7.9627 2020-08-12 19:52:20,157 - mmaction - INFO - Epoch [237][1000/3757] lr: 1.498e-03, eta: 17:34:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8492, loss_cls: 1.4788, loss: 1.4788, grad_norm: 8.1811 2020-08-12 19:52:36,120 - mmaction - INFO - Epoch [237][1020/3757] lr: 1.498e-03, eta: 17:34:08, time: 0.798, data_time: 0.006, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8336, loss_cls: 1.4875, loss: 1.4875, grad_norm: 7.7602 2020-08-12 19:52:51,914 - mmaction - INFO - Epoch [237][1040/3757] lr: 1.498e-03, eta: 17:33:45, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8336, loss_cls: 1.5206, loss: 1.5206, grad_norm: 7.6173 2020-08-12 19:53:07,772 - mmaction - INFO - Epoch [237][1060/3757] lr: 1.498e-03, eta: 17:33:22, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8570, loss_cls: 1.4145, loss: 1.4145, grad_norm: 7.6629 2020-08-12 19:53:23,860 - mmaction - INFO - Epoch [237][1080/3757] lr: 1.498e-03, eta: 17:33:00, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8391, loss_cls: 1.4693, loss: 1.4693, grad_norm: 7.8004 2020-08-12 19:53:39,695 - mmaction - INFO - Epoch [237][1100/3757] lr: 1.498e-03, eta: 17:32:38, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8492, loss_cls: 1.4403, loss: 1.4403, grad_norm: 7.6314 2020-08-12 19:53:55,603 - mmaction - INFO - Epoch [237][1120/3757] lr: 1.498e-03, eta: 17:32:15, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8352, loss_cls: 1.5262, loss: 1.5262, grad_norm: 8.1145 2020-08-12 19:54:11,580 - mmaction - INFO - Epoch [237][1140/3757] lr: 1.498e-03, eta: 17:31:53, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8461, loss_cls: 1.4510, loss: 1.4510, grad_norm: 7.8560 2020-08-12 19:54:27,743 - mmaction - INFO - Epoch [237][1160/3757] lr: 1.498e-03, eta: 17:31:32, time: 0.810, data_time: 0.006, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8320, loss_cls: 1.5173, loss: 1.5173, grad_norm: 7.9965 2020-08-12 19:54:43,835 - mmaction - INFO - Epoch [237][1180/3757] lr: 1.498e-03, eta: 17:31:11, time: 0.804, data_time: 0.005, memory: 6192, top1_acc: 0.6117, top5_acc: 0.8070, loss_cls: 1.6392, loss: 1.6392, grad_norm: 8.1189 2020-08-12 19:54:59,750 - mmaction - INFO - Epoch [237][1200/3757] lr: 1.498e-03, eta: 17:30:49, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8227, loss_cls: 1.5264, loss: 1.5264, grad_norm: 7.7569 2020-08-12 19:55:15,895 - mmaction - INFO - Epoch [237][1220/3757] lr: 1.498e-03, eta: 17:30:27, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8383, loss_cls: 1.4832, loss: 1.4832, grad_norm: 7.7762 2020-08-12 19:55:31,962 - mmaction - INFO - Epoch [237][1240/3757] lr: 1.498e-03, eta: 17:30:06, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8375, loss_cls: 1.5780, loss: 1.5780, grad_norm: 8.1564 2020-08-12 19:55:48,075 - mmaction - INFO - Epoch [237][1260/3757] lr: 1.498e-03, eta: 17:29:44, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8273, loss_cls: 1.5338, loss: 1.5338, grad_norm: 7.9606 2020-08-12 19:56:04,274 - mmaction - INFO - Epoch [237][1280/3757] lr: 1.498e-03, eta: 17:29:24, time: 0.812, data_time: 0.005, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8430, loss_cls: 1.4120, loss: 1.4120, grad_norm: 7.7186 2020-08-12 19:56:23,338 - mmaction - INFO - Epoch [237][1300/3757] lr: 1.498e-03, eta: 17:29:16, time: 0.953, data_time: 0.004, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4534, loss: 1.4534, grad_norm: 7.7473 2020-08-12 19:56:39,251 - mmaction - INFO - Epoch [237][1320/3757] lr: 1.498e-03, eta: 17:28:53, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.4652, loss: 1.4652, grad_norm: 7.9752 2020-08-12 19:56:55,379 - mmaction - INFO - Epoch [237][1340/3757] lr: 1.498e-03, eta: 17:28:32, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8367, loss_cls: 1.4553, loss: 1.4553, grad_norm: 7.5607 2020-08-12 19:57:11,429 - mmaction - INFO - Epoch [237][1360/3757] lr: 1.498e-03, eta: 17:28:11, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8320, loss_cls: 1.5029, loss: 1.5029, grad_norm: 7.8666 2020-08-12 19:57:27,534 - mmaction - INFO - Epoch [237][1380/3757] lr: 1.498e-03, eta: 17:27:49, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8148, loss_cls: 1.5340, loss: 1.5340, grad_norm: 7.6181 2020-08-12 19:57:43,599 - mmaction - INFO - Epoch [237][1400/3757] lr: 1.498e-03, eta: 17:27:28, time: 0.807, data_time: 0.007, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8344, loss_cls: 1.4973, loss: 1.4973, grad_norm: 7.6948 2020-08-12 19:57:59,599 - mmaction - INFO - Epoch [237][1420/3757] lr: 1.498e-03, eta: 17:27:06, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8367, loss_cls: 1.4518, loss: 1.4518, grad_norm: 7.7956 2020-08-12 19:58:15,631 - mmaction - INFO - Epoch [237][1440/3757] lr: 1.498e-03, eta: 17:26:45, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8531, loss_cls: 1.4312, loss: 1.4312, grad_norm: 7.7937 2020-08-12 19:58:31,533 - mmaction - INFO - Epoch [237][1460/3757] lr: 1.498e-03, eta: 17:26:22, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8453, loss_cls: 1.5099, loss: 1.5099, grad_norm: 7.7991 2020-08-12 19:58:47,630 - mmaction - INFO - Epoch [237][1480/3757] lr: 1.498e-03, eta: 17:26:01, time: 0.807, data_time: 0.005, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8266, loss_cls: 1.5479, loss: 1.5479, grad_norm: 7.8435 2020-08-12 19:59:03,667 - mmaction - INFO - Epoch [237][1500/3757] lr: 1.498e-03, eta: 17:25:40, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8273, loss_cls: 1.4894, loss: 1.4894, grad_norm: 7.9926 2020-08-12 19:59:19,750 - mmaction - INFO - Epoch [237][1520/3757] lr: 1.498e-03, eta: 17:25:18, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8430, loss_cls: 1.4456, loss: 1.4456, grad_norm: 7.7743 2020-08-12 19:59:36,054 - mmaction - INFO - Epoch [237][1540/3757] lr: 1.498e-03, eta: 17:24:58, time: 0.818, data_time: 0.005, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8250, loss_cls: 1.4763, loss: 1.4763, grad_norm: 7.7837 2020-08-12 19:59:52,091 - mmaction - INFO - Epoch [237][1560/3757] lr: 1.498e-03, eta: 17:24:37, time: 0.800, data_time: 0.008, memory: 6192, top1_acc: 0.6031, top5_acc: 0.8195, loss_cls: 1.6297, loss: 1.6297, grad_norm: 8.1132 2020-08-12 20:00:11,926 - mmaction - INFO - Epoch [237][1580/3757] lr: 1.498e-03, eta: 17:24:32, time: 0.991, data_time: 0.008, memory: 6192, top1_acc: 0.6219, top5_acc: 0.8141, loss_cls: 1.5894, loss: 1.5894, grad_norm: 8.0697 2020-08-12 20:00:28,130 - mmaction - INFO - Epoch [237][1600/3757] lr: 1.498e-03, eta: 17:24:11, time: 0.813, data_time: 0.006, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8430, loss_cls: 1.4793, loss: 1.4793, grad_norm: 7.9335 2020-08-12 20:00:44,368 - mmaction - INFO - Epoch [237][1620/3757] lr: 1.498e-03, eta: 17:23:51, time: 0.810, data_time: 0.003, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8281, loss_cls: 1.5457, loss: 1.5457, grad_norm: 7.7994 2020-08-12 20:01:00,443 - mmaction - INFO - Epoch [237][1640/3757] lr: 1.498e-03, eta: 17:23:29, time: 0.806, data_time: 0.005, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8273, loss_cls: 1.5783, loss: 1.5783, grad_norm: 7.9763 2020-08-12 20:01:16,543 - mmaction - INFO - Epoch [237][1660/3757] lr: 1.498e-03, eta: 17:23:08, time: 0.804, data_time: 0.001, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8406, loss_cls: 1.4711, loss: 1.4711, grad_norm: 7.7691 2020-08-12 20:01:32,586 - mmaction - INFO - Epoch [237][1680/3757] lr: 1.498e-03, eta: 17:22:47, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8469, loss_cls: 1.4015, loss: 1.4015, grad_norm: 7.8046 2020-08-12 20:01:48,786 - mmaction - INFO - Epoch [237][1700/3757] lr: 1.498e-03, eta: 17:22:26, time: 0.809, data_time: 0.005, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8281, loss_cls: 1.5423, loss: 1.5423, grad_norm: 8.1245 2020-08-12 20:02:04,964 - mmaction - INFO - Epoch [237][1720/3757] lr: 1.498e-03, eta: 17:22:05, time: 0.810, data_time: 0.005, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8305, loss_cls: 1.5993, loss: 1.5993, grad_norm: 8.2776 2020-08-12 20:02:21,025 - mmaction - INFO - Epoch [237][1740/3757] lr: 1.498e-03, eta: 17:21:44, time: 0.803, data_time: 0.002, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8445, loss_cls: 1.5118, loss: 1.5118, grad_norm: 8.1956 2020-08-12 20:02:37,082 - mmaction - INFO - Epoch [237][1760/3757] lr: 1.498e-03, eta: 17:21:23, time: 0.804, data_time: 0.005, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8383, loss_cls: 1.5179, loss: 1.5179, grad_norm: 7.9907 2020-08-12 20:02:53,256 - mmaction - INFO - Epoch [237][1780/3757] lr: 1.498e-03, eta: 17:21:02, time: 0.808, data_time: 0.003, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8320, loss_cls: 1.4666, loss: 1.4666, grad_norm: 7.6370 2020-08-12 20:03:09,193 - mmaction - INFO - Epoch [237][1800/3757] lr: 1.498e-03, eta: 17:20:40, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8398, loss_cls: 1.4813, loss: 1.4813, grad_norm: 7.8450 2020-08-12 20:03:25,022 - mmaction - INFO - Epoch [237][1820/3757] lr: 1.498e-03, eta: 17:20:18, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8258, loss_cls: 1.5014, loss: 1.5014, grad_norm: 8.0407 2020-08-12 20:03:41,117 - mmaction - INFO - Epoch [237][1840/3757] lr: 1.498e-03, eta: 17:19:57, time: 0.805, data_time: 0.004, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8352, loss_cls: 1.4612, loss: 1.4612, grad_norm: 7.6928 2020-08-12 20:03:57,120 - mmaction - INFO - Epoch [237][1860/3757] lr: 1.498e-03, eta: 17:19:35, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8469, loss_cls: 1.4107, loss: 1.4107, grad_norm: 7.6982 2020-08-12 20:04:17,482 - mmaction - INFO - Epoch [237][1880/3757] lr: 1.498e-03, eta: 17:19:33, time: 1.019, data_time: 0.004, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8398, loss_cls: 1.5569, loss: 1.5569, grad_norm: 8.1320 2020-08-12 20:04:33,688 - mmaction - INFO - Epoch [237][1900/3757] lr: 1.498e-03, eta: 17:19:12, time: 0.810, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8422, loss_cls: 1.4620, loss: 1.4620, grad_norm: 7.9512 2020-08-12 20:04:49,931 - mmaction - INFO - Epoch [237][1920/3757] lr: 1.498e-03, eta: 17:18:52, time: 0.810, data_time: 0.003, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8258, loss_cls: 1.5519, loss: 1.5519, grad_norm: 8.2681 2020-08-12 20:05:06,112 - mmaction - INFO - Epoch [237][1940/3757] lr: 1.498e-03, eta: 17:18:31, time: 0.810, data_time: 0.005, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8430, loss_cls: 1.4582, loss: 1.4582, grad_norm: 7.8096 2020-08-12 20:05:22,186 - mmaction - INFO - Epoch [237][1960/3757] lr: 1.498e-03, eta: 17:18:10, time: 0.803, data_time: 0.002, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8414, loss_cls: 1.4412, loss: 1.4412, grad_norm: 7.7191 2020-08-12 20:05:39,084 - mmaction - INFO - Epoch [237][1980/3757] lr: 1.498e-03, eta: 17:17:52, time: 0.846, data_time: 0.003, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8289, loss_cls: 1.5420, loss: 1.5420, grad_norm: 7.9393 2020-08-12 20:05:55,133 - mmaction - INFO - Epoch [237][2000/3757] lr: 1.498e-03, eta: 17:17:31, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8328, loss_cls: 1.4374, loss: 1.4374, grad_norm: 7.7383 2020-08-12 20:06:11,155 - mmaction - INFO - Epoch [237][2020/3757] lr: 1.498e-03, eta: 17:17:10, time: 0.804, data_time: 0.006, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8242, loss_cls: 1.5683, loss: 1.5683, grad_norm: 8.1760 2020-08-12 20:06:27,227 - mmaction - INFO - Epoch [237][2040/3757] lr: 1.498e-03, eta: 17:16:49, time: 0.804, data_time: 0.003, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8398, loss_cls: 1.4850, loss: 1.4850, grad_norm: 7.8908 2020-08-12 20:06:43,830 - mmaction - INFO - Epoch [237][2060/3757] lr: 1.498e-03, eta: 17:16:30, time: 0.827, data_time: 0.003, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8258, loss_cls: 1.6096, loss: 1.6096, grad_norm: 8.1141 2020-08-12 20:07:00,058 - mmaction - INFO - Epoch [237][2080/3757] lr: 1.498e-03, eta: 17:16:10, time: 0.813, data_time: 0.006, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8406, loss_cls: 1.4659, loss: 1.4659, grad_norm: 7.7494 2020-08-12 20:07:17,848 - mmaction - INFO - Epoch [237][2100/3757] lr: 1.498e-03, eta: 17:15:56, time: 0.890, data_time: 0.004, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8250, loss_cls: 1.5456, loss: 1.5456, grad_norm: 8.0071 2020-08-12 20:07:33,825 - mmaction - INFO - Epoch [237][2120/3757] lr: 1.498e-03, eta: 17:15:35, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8313, loss_cls: 1.5151, loss: 1.5151, grad_norm: 7.5364 2020-08-12 20:07:49,793 - mmaction - INFO - Epoch [237][2140/3757] lr: 1.498e-03, eta: 17:15:13, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8305, loss_cls: 1.5099, loss: 1.5099, grad_norm: 7.7751 2020-08-12 20:08:07,528 - mmaction - INFO - Epoch [237][2160/3757] lr: 1.498e-03, eta: 17:14:59, time: 0.889, data_time: 0.006, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8406, loss_cls: 1.4558, loss: 1.4558, grad_norm: 7.6343 2020-08-12 20:08:23,447 - mmaction - INFO - Epoch [237][2180/3757] lr: 1.498e-03, eta: 17:14:37, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5406, loss: 1.5406, grad_norm: 7.7394 2020-08-12 20:08:39,659 - mmaction - INFO - Epoch [237][2200/3757] lr: 1.498e-03, eta: 17:14:17, time: 0.811, data_time: 0.005, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8219, loss_cls: 1.5277, loss: 1.5277, grad_norm: 7.9235 2020-08-12 20:08:56,484 - mmaction - INFO - Epoch [237][2220/3757] lr: 1.498e-03, eta: 17:13:59, time: 0.841, data_time: 0.016, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.4235, loss: 1.4235, grad_norm: 7.6523 2020-08-12 20:09:12,492 - mmaction - INFO - Epoch [237][2240/3757] lr: 1.498e-03, eta: 17:13:38, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8383, loss_cls: 1.4964, loss: 1.4964, grad_norm: 7.5991 2020-08-12 20:09:28,453 - mmaction - INFO - Epoch [237][2260/3757] lr: 1.498e-03, eta: 17:13:16, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8500, loss_cls: 1.3993, loss: 1.3993, grad_norm: 7.6081 2020-08-12 20:09:47,191 - mmaction - INFO - Epoch [237][2280/3757] lr: 1.498e-03, eta: 17:13:07, time: 0.938, data_time: 0.006, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8266, loss_cls: 1.4684, loss: 1.4684, grad_norm: 7.8845 2020-08-12 20:10:04,992 - mmaction - INFO - Epoch [237][2300/3757] lr: 1.498e-03, eta: 17:12:53, time: 0.890, data_time: 0.003, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8359, loss_cls: 1.4571, loss: 1.4571, grad_norm: 7.7751 2020-08-12 20:10:20,975 - mmaction - INFO - Epoch [237][2320/3757] lr: 1.498e-03, eta: 17:12:32, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8211, loss_cls: 1.5460, loss: 1.5460, grad_norm: 7.8750 2020-08-12 20:10:37,037 - mmaction - INFO - Epoch [237][2340/3757] lr: 1.498e-03, eta: 17:12:10, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8320, loss_cls: 1.5296, loss: 1.5296, grad_norm: 8.0488 2020-08-12 20:10:53,187 - mmaction - INFO - Epoch [237][2360/3757] lr: 1.498e-03, eta: 17:11:50, time: 0.808, data_time: 0.005, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8336, loss_cls: 1.5383, loss: 1.5383, grad_norm: 8.1608 2020-08-12 20:11:09,357 - mmaction - INFO - Epoch [237][2380/3757] lr: 1.498e-03, eta: 17:11:29, time: 0.809, data_time: 0.004, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.4110, loss: 1.4110, grad_norm: 7.7056 2020-08-12 20:11:25,348 - mmaction - INFO - Epoch [237][2400/3757] lr: 1.498e-03, eta: 17:11:08, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8289, loss_cls: 1.4953, loss: 1.4953, grad_norm: 7.9886 2020-08-12 20:11:41,097 - mmaction - INFO - Epoch [237][2420/3757] lr: 1.498e-03, eta: 17:10:46, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8531, loss_cls: 1.4709, loss: 1.4709, grad_norm: 7.8904 2020-08-12 20:11:57,084 - mmaction - INFO - Epoch [237][2440/3757] lr: 1.498e-03, eta: 17:10:25, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8438, loss_cls: 1.4384, loss: 1.4384, grad_norm: 7.9092 2020-08-12 20:12:12,904 - mmaction - INFO - Epoch [237][2460/3757] lr: 1.498e-03, eta: 17:10:03, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8305, loss_cls: 1.4647, loss: 1.4647, grad_norm: 7.9171 2020-08-12 20:12:28,790 - mmaction - INFO - Epoch [237][2480/3757] lr: 1.498e-03, eta: 17:09:41, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.5230, loss: 1.5230, grad_norm: 8.2205 2020-08-12 20:12:44,567 - mmaction - INFO - Epoch [237][2500/3757] lr: 1.498e-03, eta: 17:09:19, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8438, loss_cls: 1.4186, loss: 1.4186, grad_norm: 7.7193 2020-08-12 20:13:00,334 - mmaction - INFO - Epoch [237][2520/3757] lr: 1.498e-03, eta: 17:08:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8383, loss_cls: 1.5029, loss: 1.5029, grad_norm: 7.9386 2020-08-12 20:13:16,225 - mmaction - INFO - Epoch [237][2540/3757] lr: 1.498e-03, eta: 17:08:35, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8305, loss_cls: 1.5389, loss: 1.5389, grad_norm: 8.2442 2020-08-12 20:13:32,130 - mmaction - INFO - Epoch [237][2560/3757] lr: 1.498e-03, eta: 17:08:14, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8313, loss_cls: 1.4884, loss: 1.4884, grad_norm: 7.7117 2020-08-12 20:13:47,916 - mmaction - INFO - Epoch [237][2580/3757] lr: 1.498e-03, eta: 17:07:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8281, loss_cls: 1.5481, loss: 1.5481, grad_norm: 7.9711 2020-08-12 20:14:03,886 - mmaction - INFO - Epoch [237][2600/3757] lr: 1.498e-03, eta: 17:07:30, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8633, loss_cls: 1.3871, loss: 1.3871, grad_norm: 7.7060 2020-08-12 20:14:19,666 - mmaction - INFO - Epoch [237][2620/3757] lr: 1.498e-03, eta: 17:07:08, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8391, loss_cls: 1.4903, loss: 1.4903, grad_norm: 7.8950 2020-08-12 20:14:35,558 - mmaction - INFO - Epoch [237][2640/3757] lr: 1.498e-03, eta: 17:06:47, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8461, loss_cls: 1.4306, loss: 1.4306, grad_norm: 7.7366 2020-08-12 20:14:51,218 - mmaction - INFO - Epoch [237][2660/3757] lr: 1.498e-03, eta: 17:06:24, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8383, loss_cls: 1.4661, loss: 1.4661, grad_norm: 7.6463 2020-08-12 20:15:07,096 - mmaction - INFO - Epoch [237][2680/3757] lr: 1.498e-03, eta: 17:06:03, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8297, loss_cls: 1.5117, loss: 1.5117, grad_norm: 7.9685 2020-08-12 20:15:22,871 - mmaction - INFO - Epoch [237][2700/3757] lr: 1.498e-03, eta: 17:05:41, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8414, loss_cls: 1.4609, loss: 1.4609, grad_norm: 8.0027 2020-08-12 20:15:38,840 - mmaction - INFO - Epoch [237][2720/3757] lr: 1.498e-03, eta: 17:05:20, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8344, loss_cls: 1.5097, loss: 1.5097, grad_norm: 8.1066 2020-08-12 20:15:54,855 - mmaction - INFO - Epoch [237][2740/3757] lr: 1.498e-03, eta: 17:04:59, time: 0.802, data_time: 0.005, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8328, loss_cls: 1.4945, loss: 1.4945, grad_norm: 7.9446 2020-08-12 20:16:10,694 - mmaction - INFO - Epoch [237][2760/3757] lr: 1.498e-03, eta: 17:04:37, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8461, loss_cls: 1.4490, loss: 1.4490, grad_norm: 7.9121 2020-08-12 20:16:26,490 - mmaction - INFO - Epoch [237][2780/3757] lr: 1.498e-03, eta: 17:04:15, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8367, loss_cls: 1.5057, loss: 1.5057, grad_norm: 7.7839 2020-08-12 20:16:42,240 - mmaction - INFO - Epoch [237][2800/3757] lr: 1.498e-03, eta: 17:03:53, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8328, loss_cls: 1.4989, loss: 1.4989, grad_norm: 7.6336 2020-08-12 20:16:58,044 - mmaction - INFO - Epoch [237][2820/3757] lr: 1.498e-03, eta: 17:03:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8539, loss_cls: 1.4465, loss: 1.4465, grad_norm: 7.8363 2020-08-12 20:17:13,888 - mmaction - INFO - Epoch [237][2840/3757] lr: 1.498e-03, eta: 17:03:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8359, loss_cls: 1.5390, loss: 1.5390, grad_norm: 7.9123 2020-08-12 20:17:29,716 - mmaction - INFO - Epoch [237][2860/3757] lr: 1.498e-03, eta: 17:02:48, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8336, loss_cls: 1.4949, loss: 1.4949, grad_norm: 8.1139 2020-08-12 20:17:45,549 - mmaction - INFO - Epoch [237][2880/3757] lr: 1.498e-03, eta: 17:02:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8430, loss_cls: 1.5221, loss: 1.5221, grad_norm: 7.9586 2020-08-12 20:18:01,419 - mmaction - INFO - Epoch [237][2900/3757] lr: 1.498e-03, eta: 17:02:05, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8453, loss_cls: 1.4320, loss: 1.4320, grad_norm: 7.8111 2020-08-12 20:18:17,139 - mmaction - INFO - Epoch [237][2920/3757] lr: 1.498e-03, eta: 17:01:43, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8281, loss_cls: 1.5620, loss: 1.5620, grad_norm: 7.9526 2020-08-12 20:18:33,014 - mmaction - INFO - Epoch [237][2940/3757] lr: 1.498e-03, eta: 17:01:22, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8164, loss_cls: 1.5765, loss: 1.5765, grad_norm: 7.9577 2020-08-12 20:18:48,828 - mmaction - INFO - Epoch [237][2960/3757] lr: 1.498e-03, eta: 17:01:00, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8313, loss_cls: 1.5089, loss: 1.5089, grad_norm: 7.9317 2020-08-12 20:19:04,650 - mmaction - INFO - Epoch [237][2980/3757] lr: 1.498e-03, eta: 17:00:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8352, loss_cls: 1.4984, loss: 1.4984, grad_norm: 8.1191 2020-08-12 20:19:20,610 - mmaction - INFO - Epoch [237][3000/3757] lr: 1.498e-03, eta: 17:00:17, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8461, loss_cls: 1.4458, loss: 1.4458, grad_norm: 7.7182 2020-08-12 20:19:36,306 - mmaction - INFO - Epoch [237][3020/3757] lr: 1.498e-03, eta: 16:59:55, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8367, loss_cls: 1.5232, loss: 1.5232, grad_norm: 8.1077 2020-08-12 20:19:52,165 - mmaction - INFO - Epoch [237][3040/3757] lr: 1.498e-03, eta: 16:59:34, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8305, loss_cls: 1.4913, loss: 1.4913, grad_norm: 7.9058 2020-08-12 20:20:07,953 - mmaction - INFO - Epoch [237][3060/3757] lr: 1.498e-03, eta: 16:59:12, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8187, loss_cls: 1.5846, loss: 1.5846, grad_norm: 8.0094 2020-08-12 20:20:23,727 - mmaction - INFO - Epoch [237][3080/3757] lr: 1.498e-03, eta: 16:58:51, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8664, loss_cls: 1.3473, loss: 1.3473, grad_norm: 7.6327 2020-08-12 20:20:39,502 - mmaction - INFO - Epoch [237][3100/3757] lr: 1.498e-03, eta: 16:58:29, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8313, loss_cls: 1.5203, loss: 1.5203, grad_norm: 7.7787 2020-08-12 20:20:55,308 - mmaction - INFO - Epoch [237][3120/3757] lr: 1.498e-03, eta: 16:58:07, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6281, top5_acc: 0.8203, loss_cls: 1.5866, loss: 1.5866, grad_norm: 8.1053 2020-08-12 20:21:11,045 - mmaction - INFO - Epoch [237][3140/3757] lr: 1.498e-03, eta: 16:57:45, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8273, loss_cls: 1.5214, loss: 1.5214, grad_norm: 8.1413 2020-08-12 20:21:26,790 - mmaction - INFO - Epoch [237][3160/3757] lr: 1.498e-03, eta: 16:57:24, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8445, loss_cls: 1.4302, loss: 1.4302, grad_norm: 7.7837 2020-08-12 20:21:42,568 - mmaction - INFO - Epoch [237][3180/3757] lr: 1.498e-03, eta: 16:57:02, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8398, loss_cls: 1.4663, loss: 1.4663, grad_norm: 7.6955 2020-08-12 20:21:58,381 - mmaction - INFO - Epoch [237][3200/3757] lr: 1.498e-03, eta: 16:56:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8383, loss_cls: 1.4867, loss: 1.4867, grad_norm: 7.7983 2020-08-12 20:22:14,217 - mmaction - INFO - Epoch [237][3220/3757] lr: 1.498e-03, eta: 16:56:19, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8430, loss_cls: 1.4681, loss: 1.4681, grad_norm: 7.7102 2020-08-12 20:22:30,115 - mmaction - INFO - Epoch [237][3240/3757] lr: 1.498e-03, eta: 16:55:58, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8531, loss_cls: 1.3858, loss: 1.3858, grad_norm: 7.5458 2020-08-12 20:22:45,923 - mmaction - INFO - Epoch [237][3260/3757] lr: 1.498e-03, eta: 16:55:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8305, loss_cls: 1.4995, loss: 1.4995, grad_norm: 7.9573 2020-08-12 20:23:01,760 - mmaction - INFO - Epoch [237][3280/3757] lr: 1.498e-03, eta: 16:55:15, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8328, loss_cls: 1.5335, loss: 1.5335, grad_norm: 8.0694 2020-08-12 20:23:17,586 - mmaction - INFO - Epoch [237][3300/3757] lr: 1.498e-03, eta: 16:54:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4948, loss: 1.4948, grad_norm: 7.9647 2020-08-12 20:23:33,421 - mmaction - INFO - Epoch [237][3320/3757] lr: 1.498e-03, eta: 16:54:33, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8305, loss_cls: 1.5517, loss: 1.5517, grad_norm: 8.0191 2020-08-12 20:23:49,282 - mmaction - INFO - Epoch [237][3340/3757] lr: 1.498e-03, eta: 16:54:11, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8391, loss_cls: 1.4912, loss: 1.4912, grad_norm: 7.9674 2020-08-12 20:24:05,147 - mmaction - INFO - Epoch [237][3360/3757] lr: 1.498e-03, eta: 16:53:50, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8227, loss_cls: 1.5645, loss: 1.5645, grad_norm: 7.9989 2020-08-12 20:24:20,992 - mmaction - INFO - Epoch [237][3380/3757] lr: 1.498e-03, eta: 16:53:29, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8289, loss_cls: 1.4776, loss: 1.4776, grad_norm: 7.7162 2020-08-12 20:24:36,855 - mmaction - INFO - Epoch [237][3400/3757] lr: 1.498e-03, eta: 16:53:08, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8391, loss_cls: 1.4799, loss: 1.4799, grad_norm: 8.0405 2020-08-12 20:24:52,693 - mmaction - INFO - Epoch [237][3420/3757] lr: 1.498e-03, eta: 16:52:46, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8477, loss_cls: 1.4788, loss: 1.4788, grad_norm: 8.0186 2020-08-12 20:25:08,526 - mmaction - INFO - Epoch [237][3440/3757] lr: 1.498e-03, eta: 16:52:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8234, loss_cls: 1.5011, loss: 1.5011, grad_norm: 7.9468 2020-08-12 20:25:24,354 - mmaction - INFO - Epoch [237][3460/3757] lr: 1.498e-03, eta: 16:52:04, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8359, loss_cls: 1.4745, loss: 1.4745, grad_norm: 7.9981 2020-08-12 20:25:40,145 - mmaction - INFO - Epoch [237][3480/3757] lr: 1.498e-03, eta: 16:51:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8367, loss_cls: 1.5263, loss: 1.5263, grad_norm: 8.0892 2020-08-12 20:25:55,964 - mmaction - INFO - Epoch [237][3500/3757] lr: 1.498e-03, eta: 16:51:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8352, loss_cls: 1.4734, loss: 1.4734, grad_norm: 7.9917 2020-08-12 20:26:11,812 - mmaction - INFO - Epoch [237][3520/3757] lr: 1.498e-03, eta: 16:51:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8281, loss_cls: 1.5451, loss: 1.5451, grad_norm: 8.2323 2020-08-12 20:26:27,636 - mmaction - INFO - Epoch [237][3540/3757] lr: 1.498e-03, eta: 16:50:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8305, loss_cls: 1.5359, loss: 1.5359, grad_norm: 7.9823 2020-08-12 20:26:43,453 - mmaction - INFO - Epoch [237][3560/3757] lr: 1.498e-03, eta: 16:50:18, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8414, loss_cls: 1.4072, loss: 1.4072, grad_norm: 7.7481 2020-08-12 20:26:59,291 - mmaction - INFO - Epoch [237][3580/3757] lr: 1.498e-03, eta: 16:49:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8570, loss_cls: 1.4098, loss: 1.4098, grad_norm: 7.7919 2020-08-12 20:27:15,057 - mmaction - INFO - Epoch [237][3600/3757] lr: 1.498e-03, eta: 16:49:35, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8438, loss_cls: 1.4597, loss: 1.4597, grad_norm: 8.0721 2020-08-12 20:27:30,830 - mmaction - INFO - Epoch [237][3620/3757] lr: 1.498e-03, eta: 16:49:14, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4571, loss: 1.4571, grad_norm: 7.8305 2020-08-12 20:27:46,648 - mmaction - INFO - Epoch [237][3640/3757] lr: 1.498e-03, eta: 16:48:52, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8367, loss_cls: 1.5093, loss: 1.5093, grad_norm: 7.9729 2020-08-12 20:28:02,556 - mmaction - INFO - Epoch [237][3660/3757] lr: 1.498e-03, eta: 16:48:32, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.4986, loss: 1.4986, grad_norm: 7.9865 2020-08-12 20:28:18,234 - mmaction - INFO - Epoch [237][3680/3757] lr: 1.498e-03, eta: 16:48:10, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8336, loss_cls: 1.4936, loss: 1.4936, grad_norm: 7.9513 2020-08-12 20:28:34,143 - mmaction - INFO - Epoch [237][3700/3757] lr: 1.498e-03, eta: 16:47:49, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8234, loss_cls: 1.4822, loss: 1.4822, grad_norm: 7.8654 2020-08-12 20:28:49,927 - mmaction - INFO - Epoch [237][3720/3757] lr: 1.498e-03, eta: 16:47:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8281, loss_cls: 1.5239, loss: 1.5239, grad_norm: 8.0913 2020-08-12 20:29:05,660 - mmaction - INFO - Epoch [237][3740/3757] lr: 1.498e-03, eta: 16:47:06, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8383, loss_cls: 1.4567, loss: 1.4567, grad_norm: 7.6758 2020-08-12 20:33:02,272 - mmaction - INFO - Epoch [238][20/3757] lr: 1.353e-03, eta: 16:58:01, time: 10.600, data_time: 9.773, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8273, loss_cls: 1.5316, loss: 1.5316, grad_norm: 7.9004 2020-08-12 20:33:17,986 - mmaction - INFO - Epoch [238][40/3757] lr: 1.353e-03, eta: 16:57:38, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8555, loss_cls: 1.3871, loss: 1.3871, grad_norm: 7.7395 2020-08-12 20:33:33,866 - mmaction - INFO - Epoch [238][60/3757] lr: 1.353e-03, eta: 16:57:16, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8266, loss_cls: 1.5566, loss: 1.5566, grad_norm: 8.2349 2020-08-12 20:33:49,673 - mmaction - INFO - Epoch [238][80/3757] lr: 1.353e-03, eta: 16:56:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8367, loss_cls: 1.4758, loss: 1.4758, grad_norm: 7.8833 2020-08-12 20:34:05,639 - mmaction - INFO - Epoch [238][100/3757] lr: 1.353e-03, eta: 16:56:33, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8250, loss_cls: 1.5612, loss: 1.5612, grad_norm: 7.9588 2020-08-12 20:34:21,434 - mmaction - INFO - Epoch [238][120/3757] lr: 1.353e-03, eta: 16:56:11, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8430, loss_cls: 1.4633, loss: 1.4633, grad_norm: 7.9222 2020-08-12 20:34:37,203 - mmaction - INFO - Epoch [238][140/3757] lr: 1.353e-03, eta: 16:55:49, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.4277, loss: 1.4277, grad_norm: 7.7663 2020-08-12 20:34:53,008 - mmaction - INFO - Epoch [238][160/3757] lr: 1.353e-03, eta: 16:55:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8617, loss_cls: 1.3069, loss: 1.3069, grad_norm: 7.4810 2020-08-12 20:35:08,899 - mmaction - INFO - Epoch [238][180/3757] lr: 1.353e-03, eta: 16:55:05, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8367, loss_cls: 1.5052, loss: 1.5052, grad_norm: 7.7980 2020-08-12 20:35:24,819 - mmaction - INFO - Epoch [238][200/3757] lr: 1.353e-03, eta: 16:54:43, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8414, loss_cls: 1.4496, loss: 1.4496, grad_norm: 7.9694 2020-08-12 20:35:40,714 - mmaction - INFO - Epoch [238][220/3757] lr: 1.353e-03, eta: 16:54:22, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.4051, loss: 1.4051, grad_norm: 7.7857 2020-08-12 20:35:56,507 - mmaction - INFO - Epoch [238][240/3757] lr: 1.353e-03, eta: 16:54:00, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8359, loss_cls: 1.5039, loss: 1.5039, grad_norm: 8.1272 2020-08-12 20:36:12,328 - mmaction - INFO - Epoch [238][260/3757] lr: 1.353e-03, eta: 16:53:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8469, loss_cls: 1.4427, loss: 1.4427, grad_norm: 8.0355 2020-08-12 20:36:28,169 - mmaction - INFO - Epoch [238][280/3757] lr: 1.353e-03, eta: 16:53:16, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8508, loss_cls: 1.4378, loss: 1.4378, grad_norm: 7.6861 2020-08-12 20:36:44,114 - mmaction - INFO - Epoch [238][300/3757] lr: 1.353e-03, eta: 16:52:55, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8336, loss_cls: 1.4517, loss: 1.4517, grad_norm: 8.1486 2020-08-12 20:36:59,845 - mmaction - INFO - Epoch [238][320/3757] lr: 1.353e-03, eta: 16:52:32, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8422, loss_cls: 1.4896, loss: 1.4896, grad_norm: 8.0331 2020-08-12 20:37:15,649 - mmaction - INFO - Epoch [238][340/3757] lr: 1.353e-03, eta: 16:52:10, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8414, loss_cls: 1.4835, loss: 1.4835, grad_norm: 8.1152 2020-08-12 20:37:31,505 - mmaction - INFO - Epoch [238][360/3757] lr: 1.353e-03, eta: 16:51:49, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8344, loss_cls: 1.4486, loss: 1.4486, grad_norm: 7.7417 2020-08-12 20:37:47,271 - mmaction - INFO - Epoch [238][380/3757] lr: 1.353e-03, eta: 16:51:27, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8445, loss_cls: 1.4501, loss: 1.4501, grad_norm: 7.7401 2020-08-12 20:38:03,103 - mmaction - INFO - Epoch [238][400/3757] lr: 1.353e-03, eta: 16:51:05, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8531, loss_cls: 1.3785, loss: 1.3785, grad_norm: 7.7218 2020-08-12 20:38:18,882 - mmaction - INFO - Epoch [238][420/3757] lr: 1.353e-03, eta: 16:50:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8375, loss_cls: 1.4594, loss: 1.4594, grad_norm: 7.9153 2020-08-12 20:38:34,761 - mmaction - INFO - Epoch [238][440/3757] lr: 1.353e-03, eta: 16:50:21, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.4577, loss: 1.4577, grad_norm: 7.9490 2020-08-12 20:38:50,640 - mmaction - INFO - Epoch [238][460/3757] lr: 1.353e-03, eta: 16:50:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8477, loss_cls: 1.4654, loss: 1.4654, grad_norm: 7.8857 2020-08-12 20:39:06,523 - mmaction - INFO - Epoch [238][480/3757] lr: 1.353e-03, eta: 16:49:38, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8250, loss_cls: 1.4938, loss: 1.4938, grad_norm: 7.6540 2020-08-12 20:39:22,388 - mmaction - INFO - Epoch [238][500/3757] lr: 1.353e-03, eta: 16:49:17, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8172, loss_cls: 1.5766, loss: 1.5766, grad_norm: 8.1742 2020-08-12 20:39:38,187 - mmaction - INFO - Epoch [238][520/3757] lr: 1.353e-03, eta: 16:48:55, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8391, loss_cls: 1.5155, loss: 1.5155, grad_norm: 7.9347 2020-08-12 20:39:54,134 - mmaction - INFO - Epoch [238][540/3757] lr: 1.353e-03, eta: 16:48:34, time: 0.800, data_time: 0.006, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8414, loss_cls: 1.4304, loss: 1.4304, grad_norm: 7.9202 2020-08-12 20:40:09,826 - mmaction - INFO - Epoch [238][560/3757] lr: 1.353e-03, eta: 16:48:12, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8289, loss_cls: 1.5244, loss: 1.5244, grad_norm: 8.1518 2020-08-12 20:40:25,617 - mmaction - INFO - Epoch [238][580/3757] lr: 1.353e-03, eta: 16:47:50, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8289, loss_cls: 1.5215, loss: 1.5215, grad_norm: 8.0576 2020-08-12 20:40:41,518 - mmaction - INFO - Epoch [238][600/3757] lr: 1.353e-03, eta: 16:47:28, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8469, loss_cls: 1.4270, loss: 1.4270, grad_norm: 7.9321 2020-08-12 20:40:57,322 - mmaction - INFO - Epoch [238][620/3757] lr: 1.353e-03, eta: 16:47:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8281, loss_cls: 1.4871, loss: 1.4871, grad_norm: 7.7899 2020-08-12 20:41:13,224 - mmaction - INFO - Epoch [238][640/3757] lr: 1.353e-03, eta: 16:46:45, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8422, loss_cls: 1.4600, loss: 1.4600, grad_norm: 7.9643 2020-08-12 20:41:29,061 - mmaction - INFO - Epoch [238][660/3757] lr: 1.353e-03, eta: 16:46:24, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8375, loss_cls: 1.4924, loss: 1.4924, grad_norm: 7.7760 2020-08-12 20:41:44,922 - mmaction - INFO - Epoch [238][680/3757] lr: 1.353e-03, eta: 16:46:02, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4251, loss: 1.4251, grad_norm: 7.7737 2020-08-12 20:42:00,777 - mmaction - INFO - Epoch [238][700/3757] lr: 1.353e-03, eta: 16:45:41, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6188, top5_acc: 0.8180, loss_cls: 1.5763, loss: 1.5763, grad_norm: 8.0912 2020-08-12 20:42:16,635 - mmaction - INFO - Epoch [238][720/3757] lr: 1.353e-03, eta: 16:45:19, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.4965, loss: 1.4965, grad_norm: 8.0683 2020-08-12 20:42:32,442 - mmaction - INFO - Epoch [238][740/3757] lr: 1.353e-03, eta: 16:44:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8586, loss_cls: 1.3554, loss: 1.3554, grad_norm: 7.6565 2020-08-12 20:42:48,220 - mmaction - INFO - Epoch [238][760/3757] lr: 1.353e-03, eta: 16:44:36, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6180, top5_acc: 0.8313, loss_cls: 1.5790, loss: 1.5790, grad_norm: 8.4022 2020-08-12 20:43:04,101 - mmaction - INFO - Epoch [238][780/3757] lr: 1.353e-03, eta: 16:44:14, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8531, loss_cls: 1.4530, loss: 1.4530, grad_norm: 7.8904 2020-08-12 20:43:19,822 - mmaction - INFO - Epoch [238][800/3757] lr: 1.353e-03, eta: 16:43:52, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8508, loss_cls: 1.4108, loss: 1.4108, grad_norm: 7.7985 2020-08-12 20:43:35,643 - mmaction - INFO - Epoch [238][820/3757] lr: 1.353e-03, eta: 16:43:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8297, loss_cls: 1.5239, loss: 1.5239, grad_norm: 8.0891 2020-08-12 20:43:51,401 - mmaction - INFO - Epoch [238][840/3757] lr: 1.353e-03, eta: 16:43:09, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8375, loss_cls: 1.5137, loss: 1.5137, grad_norm: 8.0741 2020-08-12 20:44:07,207 - mmaction - INFO - Epoch [238][860/3757] lr: 1.353e-03, eta: 16:42:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8406, loss_cls: 1.4707, loss: 1.4707, grad_norm: 7.9066 2020-08-12 20:44:22,987 - mmaction - INFO - Epoch [238][880/3757] lr: 1.353e-03, eta: 16:42:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8352, loss_cls: 1.4579, loss: 1.4579, grad_norm: 7.9205 2020-08-12 20:44:38,809 - mmaction - INFO - Epoch [238][900/3757] lr: 1.353e-03, eta: 16:42:04, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.4842, loss: 1.4842, grad_norm: 8.1170 2020-08-12 20:44:54,660 - mmaction - INFO - Epoch [238][920/3757] lr: 1.353e-03, eta: 16:41:43, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3431, loss: 1.3431, grad_norm: 7.7319 2020-08-12 20:45:10,478 - mmaction - INFO - Epoch [238][940/3757] lr: 1.353e-03, eta: 16:41:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8281, loss_cls: 1.4708, loss: 1.4708, grad_norm: 7.8304 2020-08-12 20:45:26,277 - mmaction - INFO - Epoch [238][960/3757] lr: 1.353e-03, eta: 16:41:00, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8313, loss_cls: 1.5170, loss: 1.5170, grad_norm: 7.8555 2020-08-12 20:45:42,138 - mmaction - INFO - Epoch [238][980/3757] lr: 1.353e-03, eta: 16:40:39, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4578, loss: 1.4578, grad_norm: 7.8398 2020-08-12 20:45:57,959 - mmaction - INFO - Epoch [238][1000/3757] lr: 1.353e-03, eta: 16:40:17, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8336, loss_cls: 1.5443, loss: 1.5443, grad_norm: 8.2120 2020-08-12 20:46:13,752 - mmaction - INFO - Epoch [238][1020/3757] lr: 1.353e-03, eta: 16:39:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8469, loss_cls: 1.4060, loss: 1.4060, grad_norm: 7.6016 2020-08-12 20:46:29,542 - mmaction - INFO - Epoch [238][1040/3757] lr: 1.353e-03, eta: 16:39:34, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.4292, loss: 1.4292, grad_norm: 7.7090 2020-08-12 20:46:45,345 - mmaction - INFO - Epoch [238][1060/3757] lr: 1.353e-03, eta: 16:39:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8438, loss_cls: 1.4014, loss: 1.4014, grad_norm: 7.7109 2020-08-12 20:47:01,180 - mmaction - INFO - Epoch [238][1080/3757] lr: 1.353e-03, eta: 16:38:51, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8273, loss_cls: 1.5067, loss: 1.5067, grad_norm: 8.1524 2020-08-12 20:47:17,020 - mmaction - INFO - Epoch [238][1100/3757] lr: 1.353e-03, eta: 16:38:30, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8297, loss_cls: 1.4682, loss: 1.4682, grad_norm: 7.9922 2020-08-12 20:47:32,921 - mmaction - INFO - Epoch [238][1120/3757] lr: 1.353e-03, eta: 16:38:09, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8531, loss_cls: 1.4128, loss: 1.4128, grad_norm: 7.8427 2020-08-12 20:47:48,661 - mmaction - INFO - Epoch [238][1140/3757] lr: 1.353e-03, eta: 16:37:47, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8289, loss_cls: 1.5636, loss: 1.5636, grad_norm: 8.1644 2020-08-12 20:48:04,656 - mmaction - INFO - Epoch [238][1160/3757] lr: 1.353e-03, eta: 16:37:26, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8320, loss_cls: 1.4879, loss: 1.4879, grad_norm: 8.1179 2020-08-12 20:48:20,453 - mmaction - INFO - Epoch [238][1180/3757] lr: 1.353e-03, eta: 16:37:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8430, loss_cls: 1.4158, loss: 1.4158, grad_norm: 7.6753 2020-08-12 20:48:36,299 - mmaction - INFO - Epoch [238][1200/3757] lr: 1.353e-03, eta: 16:36:44, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8500, loss_cls: 1.4532, loss: 1.4532, grad_norm: 7.9766 2020-08-12 20:48:52,315 - mmaction - INFO - Epoch [238][1220/3757] lr: 1.353e-03, eta: 16:36:23, time: 0.802, data_time: 0.016, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8398, loss_cls: 1.3939, loss: 1.3939, grad_norm: 7.7520 2020-08-12 20:49:08,192 - mmaction - INFO - Epoch [238][1240/3757] lr: 1.353e-03, eta: 16:36:02, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8469, loss_cls: 1.4174, loss: 1.4174, grad_norm: 7.9461 2020-08-12 20:49:23,959 - mmaction - INFO - Epoch [238][1260/3757] lr: 1.353e-03, eta: 16:35:41, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8492, loss_cls: 1.4473, loss: 1.4473, grad_norm: 7.8436 2020-08-12 20:49:39,782 - mmaction - INFO - Epoch [238][1280/3757] lr: 1.353e-03, eta: 16:35:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8391, loss_cls: 1.4710, loss: 1.4710, grad_norm: 7.9689 2020-08-12 20:49:55,568 - mmaction - INFO - Epoch [238][1300/3757] lr: 1.353e-03, eta: 16:34:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8453, loss_cls: 1.4447, loss: 1.4447, grad_norm: 7.9379 2020-08-12 20:50:11,390 - mmaction - INFO - Epoch [238][1320/3757] lr: 1.353e-03, eta: 16:34:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8320, loss_cls: 1.5057, loss: 1.5057, grad_norm: 8.0509 2020-08-12 20:50:27,141 - mmaction - INFO - Epoch [238][1340/3757] lr: 1.353e-03, eta: 16:34:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8469, loss_cls: 1.4623, loss: 1.4623, grad_norm: 8.1676 2020-08-12 20:50:43,010 - mmaction - INFO - Epoch [238][1360/3757] lr: 1.353e-03, eta: 16:33:54, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8469, loss_cls: 1.4106, loss: 1.4106, grad_norm: 7.8071 2020-08-12 20:50:58,764 - mmaction - INFO - Epoch [238][1380/3757] lr: 1.353e-03, eta: 16:33:33, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8461, loss_cls: 1.4361, loss: 1.4361, grad_norm: 7.8041 2020-08-12 20:51:14,561 - mmaction - INFO - Epoch [238][1400/3757] lr: 1.353e-03, eta: 16:33:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8391, loss_cls: 1.4794, loss: 1.4794, grad_norm: 8.0785 2020-08-12 20:51:30,339 - mmaction - INFO - Epoch [238][1420/3757] lr: 1.353e-03, eta: 16:32:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8234, loss_cls: 1.5442, loss: 1.5442, grad_norm: 8.1973 2020-08-12 20:51:46,158 - mmaction - INFO - Epoch [238][1440/3757] lr: 1.353e-03, eta: 16:32:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8406, loss_cls: 1.5048, loss: 1.5048, grad_norm: 7.9369 2020-08-12 20:52:01,964 - mmaction - INFO - Epoch [238][1460/3757] lr: 1.353e-03, eta: 16:32:07, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8367, loss_cls: 1.5039, loss: 1.5039, grad_norm: 8.0180 2020-08-12 20:52:17,744 - mmaction - INFO - Epoch [238][1480/3757] lr: 1.353e-03, eta: 16:31:46, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8320, loss_cls: 1.5475, loss: 1.5475, grad_norm: 8.1400 2020-08-12 20:52:33,517 - mmaction - INFO - Epoch [238][1500/3757] lr: 1.353e-03, eta: 16:31:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8352, loss_cls: 1.4299, loss: 1.4299, grad_norm: 7.7978 2020-08-12 20:52:49,332 - mmaction - INFO - Epoch [238][1520/3757] lr: 1.353e-03, eta: 16:31:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8297, loss_cls: 1.5547, loss: 1.5547, grad_norm: 7.8932 2020-08-12 20:53:05,131 - mmaction - INFO - Epoch [238][1540/3757] lr: 1.353e-03, eta: 16:30:42, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.4829, loss: 1.4829, grad_norm: 8.0587 2020-08-12 20:53:20,992 - mmaction - INFO - Epoch [238][1560/3757] lr: 1.353e-03, eta: 16:30:21, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.4051, loss: 1.4051, grad_norm: 7.8716 2020-08-12 20:53:36,798 - mmaction - INFO - Epoch [238][1580/3757] lr: 1.353e-03, eta: 16:30:00, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8391, loss_cls: 1.4064, loss: 1.4064, grad_norm: 7.7544 2020-08-12 20:53:52,557 - mmaction - INFO - Epoch [238][1600/3757] lr: 1.353e-03, eta: 16:29:39, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.3908, loss: 1.3908, grad_norm: 7.8541 2020-08-12 20:54:08,363 - mmaction - INFO - Epoch [238][1620/3757] lr: 1.353e-03, eta: 16:29:18, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6164, top5_acc: 0.8273, loss_cls: 1.5328, loss: 1.5328, grad_norm: 8.3924 2020-08-12 20:54:24,184 - mmaction - INFO - Epoch [238][1640/3757] lr: 1.353e-03, eta: 16:28:56, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8297, loss_cls: 1.5066, loss: 1.5066, grad_norm: 7.7770 2020-08-12 20:54:39,917 - mmaction - INFO - Epoch [238][1660/3757] lr: 1.353e-03, eta: 16:28:35, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.6234, top5_acc: 0.8133, loss_cls: 1.6057, loss: 1.6057, grad_norm: 8.1886 2020-08-12 20:54:55,770 - mmaction - INFO - Epoch [238][1680/3757] lr: 1.353e-03, eta: 16:28:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8391, loss_cls: 1.4836, loss: 1.4836, grad_norm: 8.2389 2020-08-12 20:55:11,451 - mmaction - INFO - Epoch [238][1700/3757] lr: 1.353e-03, eta: 16:27:53, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8414, loss_cls: 1.4576, loss: 1.4576, grad_norm: 7.9199 2020-08-12 20:55:29,201 - mmaction - INFO - Epoch [238][1720/3757] lr: 1.353e-03, eta: 16:27:38, time: 0.887, data_time: 0.007, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8508, loss_cls: 1.5026, loss: 1.5026, grad_norm: 8.1693 2020-08-12 20:55:45,061 - mmaction - INFO - Epoch [238][1740/3757] lr: 1.353e-03, eta: 16:27:17, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8453, loss_cls: 1.5044, loss: 1.5044, grad_norm: 8.0749 2020-08-12 20:56:00,869 - mmaction - INFO - Epoch [238][1760/3757] lr: 1.353e-03, eta: 16:26:56, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8406, loss_cls: 1.5114, loss: 1.5114, grad_norm: 8.0312 2020-08-12 20:56:16,630 - mmaction - INFO - Epoch [238][1780/3757] lr: 1.353e-03, eta: 16:26:35, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8383, loss_cls: 1.4489, loss: 1.4489, grad_norm: 8.0078 2020-08-12 20:56:32,425 - mmaction - INFO - Epoch [238][1800/3757] lr: 1.353e-03, eta: 16:26:14, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8445, loss_cls: 1.4759, loss: 1.4759, grad_norm: 8.0133 2020-08-12 20:56:48,292 - mmaction - INFO - Epoch [238][1820/3757] lr: 1.353e-03, eta: 16:25:53, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8602, loss_cls: 1.3980, loss: 1.3980, grad_norm: 7.9436 2020-08-12 20:57:04,064 - mmaction - INFO - Epoch [238][1840/3757] lr: 1.353e-03, eta: 16:25:32, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.4401, loss: 1.4401, grad_norm: 7.8473 2020-08-12 20:57:19,896 - mmaction - INFO - Epoch [238][1860/3757] lr: 1.353e-03, eta: 16:25:11, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8453, loss_cls: 1.4368, loss: 1.4368, grad_norm: 7.6739 2020-08-12 20:57:35,704 - mmaction - INFO - Epoch [238][1880/3757] lr: 1.353e-03, eta: 16:24:50, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8297, loss_cls: 1.4664, loss: 1.4664, grad_norm: 7.7966 2020-08-12 20:57:51,534 - mmaction - INFO - Epoch [238][1900/3757] lr: 1.353e-03, eta: 16:24:29, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.4743, loss: 1.4743, grad_norm: 7.8824 2020-08-12 20:58:07,327 - mmaction - INFO - Epoch [238][1920/3757] lr: 1.353e-03, eta: 16:24:08, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8313, loss_cls: 1.4994, loss: 1.4994, grad_norm: 7.9051 2020-08-12 20:58:23,203 - mmaction - INFO - Epoch [238][1940/3757] lr: 1.353e-03, eta: 16:23:47, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.5459, loss: 1.5459, grad_norm: 7.9966 2020-08-12 20:58:39,053 - mmaction - INFO - Epoch [238][1960/3757] lr: 1.353e-03, eta: 16:23:26, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8359, loss_cls: 1.4663, loss: 1.4663, grad_norm: 7.8892 2020-08-12 20:58:54,833 - mmaction - INFO - Epoch [238][1980/3757] lr: 1.353e-03, eta: 16:23:05, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8508, loss_cls: 1.3673, loss: 1.3673, grad_norm: 7.5657 2020-08-12 20:59:10,720 - mmaction - INFO - Epoch [238][2000/3757] lr: 1.353e-03, eta: 16:22:44, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8469, loss_cls: 1.5066, loss: 1.5066, grad_norm: 8.3624 2020-08-12 20:59:26,509 - mmaction - INFO - Epoch [238][2020/3757] lr: 1.353e-03, eta: 16:22:23, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8328, loss_cls: 1.4577, loss: 1.4577, grad_norm: 7.8950 2020-08-12 20:59:42,344 - mmaction - INFO - Epoch [238][2040/3757] lr: 1.353e-03, eta: 16:22:02, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8430, loss_cls: 1.4908, loss: 1.4908, grad_norm: 8.1486 2020-08-12 20:59:58,115 - mmaction - INFO - Epoch [238][2060/3757] lr: 1.353e-03, eta: 16:21:41, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8305, loss_cls: 1.4520, loss: 1.4520, grad_norm: 7.9510 2020-08-12 21:00:25,914 - mmaction - INFO - Epoch [238][2080/3757] lr: 1.353e-03, eta: 16:21:59, time: 1.367, data_time: 0.001, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8289, loss_cls: 1.4870, loss: 1.4870, grad_norm: 7.8879 2020-08-12 21:00:42,648 - mmaction - INFO - Epoch [238][2100/3757] lr: 1.353e-03, eta: 16:21:42, time: 0.859, data_time: 0.028, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8438, loss_cls: 1.4270, loss: 1.4270, grad_norm: 7.5420 2020-08-12 21:00:58,955 - mmaction - INFO - Epoch [238][2120/3757] lr: 1.353e-03, eta: 16:21:22, time: 0.800, data_time: 0.002, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8273, loss_cls: 1.4873, loss: 1.4873, grad_norm: 7.8834 2020-08-12 21:01:14,931 - mmaction - INFO - Epoch [238][2140/3757] lr: 1.353e-03, eta: 16:21:03, time: 0.815, data_time: 0.017, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8328, loss_cls: 1.4799, loss: 1.4799, grad_norm: 7.8287 2020-08-12 21:01:30,953 - mmaction - INFO - Epoch [238][2160/3757] lr: 1.353e-03, eta: 16:20:42, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.6086, top5_acc: 0.8281, loss_cls: 1.5523, loss: 1.5523, grad_norm: 8.2355 2020-08-12 21:01:46,908 - mmaction - INFO - Epoch [238][2180/3757] lr: 1.353e-03, eta: 16:20:22, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8414, loss_cls: 1.4936, loss: 1.4936, grad_norm: 7.9113 2020-08-12 21:02:02,840 - mmaction - INFO - Epoch [238][2200/3757] lr: 1.353e-03, eta: 16:20:01, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8469, loss_cls: 1.4064, loss: 1.4064, grad_norm: 7.9020 2020-08-12 21:02:18,987 - mmaction - INFO - Epoch [238][2220/3757] lr: 1.353e-03, eta: 16:19:41, time: 0.806, data_time: 0.001, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8219, loss_cls: 1.5809, loss: 1.5809, grad_norm: 8.2317 2020-08-12 21:02:35,130 - mmaction - INFO - Epoch [238][2240/3757] lr: 1.353e-03, eta: 16:19:22, time: 0.809, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8375, loss_cls: 1.4577, loss: 1.4577, grad_norm: 7.9824 2020-08-12 21:02:51,063 - mmaction - INFO - Epoch [238][2260/3757] lr: 1.353e-03, eta: 16:19:01, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8266, loss_cls: 1.5179, loss: 1.5179, grad_norm: 7.9468 2020-08-12 21:03:06,866 - mmaction - INFO - Epoch [238][2280/3757] lr: 1.353e-03, eta: 16:18:40, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8422, loss_cls: 1.3967, loss: 1.3967, grad_norm: 7.7113 2020-08-12 21:03:22,891 - mmaction - INFO - Epoch [238][2300/3757] lr: 1.353e-03, eta: 16:18:20, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.6227, top5_acc: 0.8156, loss_cls: 1.5897, loss: 1.5897, grad_norm: 8.2677 2020-08-12 21:03:38,997 - mmaction - INFO - Epoch [238][2320/3757] lr: 1.353e-03, eta: 16:18:00, time: 0.804, data_time: 0.001, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8320, loss_cls: 1.5043, loss: 1.5043, grad_norm: 8.1279 2020-08-12 21:03:55,286 - mmaction - INFO - Epoch [238][2340/3757] lr: 1.353e-03, eta: 16:17:41, time: 0.816, data_time: 0.002, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8375, loss_cls: 1.4707, loss: 1.4707, grad_norm: 7.9254 2020-08-12 21:04:11,311 - mmaction - INFO - Epoch [238][2360/3757] lr: 1.353e-03, eta: 16:17:21, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8414, loss_cls: 1.5124, loss: 1.5124, grad_norm: 8.3315 2020-08-12 21:04:27,188 - mmaction - INFO - Epoch [238][2380/3757] lr: 1.353e-03, eta: 16:17:00, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8438, loss_cls: 1.4901, loss: 1.4901, grad_norm: 7.9302 2020-08-12 21:04:43,209 - mmaction - INFO - Epoch [238][2400/3757] lr: 1.353e-03, eta: 16:16:40, time: 0.801, data_time: 0.001, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8375, loss_cls: 1.4397, loss: 1.4397, grad_norm: 7.6382 2020-08-12 21:04:59,117 - mmaction - INFO - Epoch [238][2420/3757] lr: 1.353e-03, eta: 16:16:20, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8406, loss_cls: 1.4310, loss: 1.4310, grad_norm: 7.9555 2020-08-12 21:05:15,201 - mmaction - INFO - Epoch [238][2440/3757] lr: 1.353e-03, eta: 16:16:00, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8227, loss_cls: 1.4916, loss: 1.4916, grad_norm: 7.9647 2020-08-12 21:05:31,159 - mmaction - INFO - Epoch [238][2460/3757] lr: 1.353e-03, eta: 16:15:39, time: 0.799, data_time: 0.002, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8414, loss_cls: 1.4723, loss: 1.4723, grad_norm: 7.8862 2020-08-12 21:05:46,947 - mmaction - INFO - Epoch [238][2480/3757] lr: 1.353e-03, eta: 16:15:18, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8500, loss_cls: 1.4431, loss: 1.4431, grad_norm: 7.9632 2020-08-12 21:06:02,833 - mmaction - INFO - Epoch [238][2500/3757] lr: 1.353e-03, eta: 16:14:58, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8359, loss_cls: 1.4811, loss: 1.4811, grad_norm: 8.0152 2020-08-12 21:06:18,770 - mmaction - INFO - Epoch [238][2520/3757] lr: 1.353e-03, eta: 16:14:37, time: 0.797, data_time: 0.002, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8461, loss_cls: 1.3956, loss: 1.3956, grad_norm: 7.8722 2020-08-12 21:06:34,719 - mmaction - INFO - Epoch [238][2540/3757] lr: 1.353e-03, eta: 16:14:17, time: 0.798, data_time: 0.002, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8539, loss_cls: 1.4265, loss: 1.4265, grad_norm: 7.9139 2020-08-12 21:06:50,632 - mmaction - INFO - Epoch [238][2560/3757] lr: 1.353e-03, eta: 16:13:57, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8398, loss_cls: 1.4272, loss: 1.4272, grad_norm: 7.5460 2020-08-12 21:07:06,620 - mmaction - INFO - Epoch [238][2580/3757] lr: 1.353e-03, eta: 16:13:36, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.6273, top5_acc: 0.8266, loss_cls: 1.5283, loss: 1.5283, grad_norm: 8.0453 2020-08-12 21:07:22,617 - mmaction - INFO - Epoch [238][2600/3757] lr: 1.353e-03, eta: 16:13:16, time: 0.800, data_time: 0.002, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8508, loss_cls: 1.4183, loss: 1.4183, grad_norm: 7.9404 2020-08-12 21:07:38,425 - mmaction - INFO - Epoch [238][2620/3757] lr: 1.353e-03, eta: 16:12:56, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.5524, loss: 1.5524, grad_norm: 8.0131 2020-08-12 21:07:54,432 - mmaction - INFO - Epoch [238][2640/3757] lr: 1.353e-03, eta: 16:12:36, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8336, loss_cls: 1.4722, loss: 1.4722, grad_norm: 8.0446 2020-08-12 21:08:10,321 - mmaction - INFO - Epoch [238][2660/3757] lr: 1.353e-03, eta: 16:12:15, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8211, loss_cls: 1.5372, loss: 1.5372, grad_norm: 8.0339 2020-08-12 21:08:26,358 - mmaction - INFO - Epoch [238][2680/3757] lr: 1.353e-03, eta: 16:11:55, time: 0.802, data_time: 0.001, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8313, loss_cls: 1.5404, loss: 1.5404, grad_norm: 8.3692 2020-08-12 21:08:42,211 - mmaction - INFO - Epoch [238][2700/3757] lr: 1.353e-03, eta: 16:11:35, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8477, loss_cls: 1.4432, loss: 1.4432, grad_norm: 7.8455 2020-08-12 21:08:58,132 - mmaction - INFO - Epoch [238][2720/3757] lr: 1.353e-03, eta: 16:11:14, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8336, loss_cls: 1.4920, loss: 1.4920, grad_norm: 7.8974 2020-08-12 21:09:14,085 - mmaction - INFO - Epoch [238][2740/3757] lr: 1.353e-03, eta: 16:10:54, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8352, loss_cls: 1.5031, loss: 1.5031, grad_norm: 8.4703 2020-08-12 21:09:29,936 - mmaction - INFO - Epoch [238][2760/3757] lr: 1.353e-03, eta: 16:10:33, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4557, loss: 1.4557, grad_norm: 7.8565 2020-08-12 21:09:45,758 - mmaction - INFO - Epoch [238][2780/3757] lr: 1.353e-03, eta: 16:10:13, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8180, loss_cls: 1.5498, loss: 1.5498, grad_norm: 8.2413 2020-08-12 21:10:01,621 - mmaction - INFO - Epoch [238][2800/3757] lr: 1.353e-03, eta: 16:09:52, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8547, loss_cls: 1.4005, loss: 1.4005, grad_norm: 7.6619 2020-08-12 21:10:17,504 - mmaction - INFO - Epoch [238][2820/3757] lr: 1.353e-03, eta: 16:09:32, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8328, loss_cls: 1.5046, loss: 1.5046, grad_norm: 7.9921 2020-08-12 21:10:33,353 - mmaction - INFO - Epoch [238][2840/3757] lr: 1.353e-03, eta: 16:09:11, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8320, loss_cls: 1.5389, loss: 1.5389, grad_norm: 8.3269 2020-08-12 21:10:49,242 - mmaction - INFO - Epoch [238][2860/3757] lr: 1.353e-03, eta: 16:08:51, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8367, loss_cls: 1.4238, loss: 1.4238, grad_norm: 7.8913 2020-08-12 21:11:05,370 - mmaction - INFO - Epoch [238][2880/3757] lr: 1.353e-03, eta: 16:08:31, time: 0.807, data_time: 0.002, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8430, loss_cls: 1.4845, loss: 1.4845, grad_norm: 8.0374 2020-08-12 21:11:21,143 - mmaction - INFO - Epoch [238][2900/3757] lr: 1.353e-03, eta: 16:08:11, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4509, loss: 1.4509, grad_norm: 7.9893 2020-08-12 21:11:37,095 - mmaction - INFO - Epoch [238][2920/3757] lr: 1.353e-03, eta: 16:07:50, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8367, loss_cls: 1.5220, loss: 1.5220, grad_norm: 8.0862 2020-08-12 21:11:53,187 - mmaction - INFO - Epoch [238][2940/3757] lr: 1.353e-03, eta: 16:07:31, time: 0.804, data_time: 0.002, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8242, loss_cls: 1.5494, loss: 1.5494, grad_norm: 8.2293 2020-08-12 21:12:08,951 - mmaction - INFO - Epoch [238][2960/3757] lr: 1.353e-03, eta: 16:07:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8547, loss_cls: 1.3807, loss: 1.3807, grad_norm: 7.7002 2020-08-12 21:12:24,848 - mmaction - INFO - Epoch [238][2980/3757] lr: 1.353e-03, eta: 16:06:50, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8406, loss_cls: 1.4324, loss: 1.4324, grad_norm: 7.9521 2020-08-12 21:12:40,692 - mmaction - INFO - Epoch [238][3000/3757] lr: 1.353e-03, eta: 16:06:29, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8469, loss_cls: 1.4528, loss: 1.4528, grad_norm: 8.0562 2020-08-12 21:12:56,635 - mmaction - INFO - Epoch [238][3020/3757] lr: 1.353e-03, eta: 16:06:09, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8422, loss_cls: 1.5198, loss: 1.5198, grad_norm: 8.3239 2020-08-12 21:13:12,538 - mmaction - INFO - Epoch [238][3040/3757] lr: 1.353e-03, eta: 16:05:49, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8305, loss_cls: 1.5127, loss: 1.5127, grad_norm: 8.0601 2020-08-12 21:13:28,325 - mmaction - INFO - Epoch [238][3060/3757] lr: 1.353e-03, eta: 16:05:28, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8430, loss_cls: 1.4828, loss: 1.4828, grad_norm: 8.3155 2020-08-12 21:13:44,122 - mmaction - INFO - Epoch [238][3080/3757] lr: 1.353e-03, eta: 16:05:08, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8398, loss_cls: 1.4091, loss: 1.4091, grad_norm: 7.8287 2020-08-12 21:13:59,943 - mmaction - INFO - Epoch [238][3100/3757] lr: 1.353e-03, eta: 16:04:47, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8453, loss_cls: 1.4197, loss: 1.4197, grad_norm: 8.1068 2020-08-12 21:14:15,742 - mmaction - INFO - Epoch [238][3120/3757] lr: 1.353e-03, eta: 16:04:27, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8047, loss_cls: 1.6465, loss: 1.6465, grad_norm: 8.3925 2020-08-12 21:14:31,519 - mmaction - INFO - Epoch [238][3140/3757] lr: 1.353e-03, eta: 16:04:06, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3840, loss: 1.3840, grad_norm: 7.8249 2020-08-12 21:14:47,249 - mmaction - INFO - Epoch [238][3160/3757] lr: 1.353e-03, eta: 16:03:45, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.4596, loss: 1.4596, grad_norm: 8.1555 2020-08-12 21:15:02,981 - mmaction - INFO - Epoch [238][3180/3757] lr: 1.353e-03, eta: 16:03:24, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8438, loss_cls: 1.4523, loss: 1.4523, grad_norm: 7.8317 2020-08-12 21:15:18,892 - mmaction - INFO - Epoch [238][3200/3757] lr: 1.353e-03, eta: 16:03:04, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8438, loss_cls: 1.4208, loss: 1.4208, grad_norm: 7.8222 2020-08-12 21:15:34,554 - mmaction - INFO - Epoch [238][3220/3757] lr: 1.353e-03, eta: 16:02:43, time: 0.784, data_time: 0.002, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8445, loss_cls: 1.4916, loss: 1.4916, grad_norm: 8.1107 2020-08-12 21:15:50,335 - mmaction - INFO - Epoch [238][3240/3757] lr: 1.353e-03, eta: 16:02:23, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8359, loss_cls: 1.4733, loss: 1.4733, grad_norm: 8.0106 2020-08-12 21:16:06,252 - mmaction - INFO - Epoch [238][3260/3757] lr: 1.353e-03, eta: 16:02:03, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8359, loss_cls: 1.5006, loss: 1.5006, grad_norm: 8.2019 2020-08-12 21:16:22,187 - mmaction - INFO - Epoch [238][3280/3757] lr: 1.353e-03, eta: 16:01:43, time: 0.799, data_time: 0.006, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8430, loss_cls: 1.4146, loss: 1.4146, grad_norm: 7.9198 2020-08-12 21:16:38,059 - mmaction - INFO - Epoch [238][3300/3757] lr: 1.353e-03, eta: 16:01:22, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.4759, loss: 1.4759, grad_norm: 8.2187 2020-08-12 21:16:54,024 - mmaction - INFO - Epoch [238][3320/3757] lr: 1.353e-03, eta: 16:01:02, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8344, loss_cls: 1.5468, loss: 1.5468, grad_norm: 8.1170 2020-08-12 21:17:09,935 - mmaction - INFO - Epoch [238][3340/3757] lr: 1.353e-03, eta: 16:00:42, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8242, loss_cls: 1.5229, loss: 1.5229, grad_norm: 8.1797 2020-08-12 21:17:25,810 - mmaction - INFO - Epoch [238][3360/3757] lr: 1.353e-03, eta: 16:00:22, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8383, loss_cls: 1.4908, loss: 1.4908, grad_norm: 8.0406 2020-08-12 21:17:41,697 - mmaction - INFO - Epoch [238][3380/3757] lr: 1.353e-03, eta: 16:00:02, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8242, loss_cls: 1.4959, loss: 1.4959, grad_norm: 8.0370 2020-08-12 21:17:57,610 - mmaction - INFO - Epoch [238][3400/3757] lr: 1.353e-03, eta: 15:59:42, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8289, loss_cls: 1.5416, loss: 1.5416, grad_norm: 8.1041 2020-08-12 21:18:23,035 - mmaction - INFO - Epoch [238][3420/3757] lr: 1.353e-03, eta: 15:59:51, time: 1.271, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8344, loss_cls: 1.4722, loss: 1.4722, grad_norm: 7.9994 2020-08-12 21:18:43,888 - mmaction - INFO - Epoch [238][3440/3757] lr: 1.353e-03, eta: 15:59:46, time: 1.043, data_time: 0.003, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8320, loss_cls: 1.5293, loss: 1.5293, grad_norm: 7.9698 2020-08-12 21:18:59,816 - mmaction - INFO - Epoch [238][3460/3757] lr: 1.353e-03, eta: 15:59:26, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6203, top5_acc: 0.8219, loss_cls: 1.5730, loss: 1.5730, grad_norm: 8.2389 2020-08-12 21:19:24,916 - mmaction - INFO - Epoch [238][3480/3757] lr: 1.353e-03, eta: 15:59:34, time: 1.256, data_time: 0.004, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8484, loss_cls: 1.4456, loss: 1.4456, grad_norm: 8.0059 2020-08-12 21:19:46,271 - mmaction - INFO - Epoch [238][3500/3757] lr: 1.353e-03, eta: 15:59:30, time: 1.067, data_time: 0.003, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8383, loss_cls: 1.4704, loss: 1.4704, grad_norm: 7.9464 2020-08-12 21:20:05,211 - mmaction - INFO - Epoch [238][3520/3757] lr: 1.353e-03, eta: 15:59:19, time: 0.947, data_time: 0.001, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8258, loss_cls: 1.5661, loss: 1.5661, grad_norm: 8.2067 2020-08-12 21:20:23,221 - mmaction - INFO - Epoch [238][3540/3757] lr: 1.353e-03, eta: 15:59:05, time: 0.901, data_time: 0.002, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8492, loss_cls: 1.3763, loss: 1.3763, grad_norm: 7.4411 2020-08-12 21:20:39,286 - mmaction - INFO - Epoch [238][3560/3757] lr: 1.353e-03, eta: 15:58:46, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4710, loss: 1.4710, grad_norm: 8.0050 2020-08-12 21:21:04,167 - mmaction - INFO - Epoch [238][3580/3757] lr: 1.353e-03, eta: 15:58:53, time: 1.243, data_time: 0.001, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8352, loss_cls: 1.5107, loss: 1.5107, grad_norm: 8.0405 2020-08-12 21:21:25,081 - mmaction - INFO - Epoch [238][3600/3757] lr: 1.353e-03, eta: 15:58:48, time: 1.047, data_time: 0.003, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8227, loss_cls: 1.5369, loss: 1.5369, grad_norm: 8.0656 2020-08-12 21:21:41,228 - mmaction - INFO - Epoch [238][3620/3757] lr: 1.353e-03, eta: 15:58:28, time: 0.807, data_time: 0.005, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8336, loss_cls: 1.5423, loss: 1.5423, grad_norm: 7.9836 2020-08-12 21:21:57,174 - mmaction - INFO - Epoch [238][3640/3757] lr: 1.353e-03, eta: 15:58:08, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8406, loss_cls: 1.5045, loss: 1.5045, grad_norm: 8.1403 2020-08-12 21:22:13,403 - mmaction - INFO - Epoch [238][3660/3757] lr: 1.353e-03, eta: 15:57:49, time: 0.810, data_time: 0.004, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8367, loss_cls: 1.4712, loss: 1.4712, grad_norm: 7.8795 2020-08-12 21:22:29,525 - mmaction - INFO - Epoch [238][3680/3757] lr: 1.353e-03, eta: 15:57:29, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8258, loss_cls: 1.4925, loss: 1.4925, grad_norm: 7.7928 2020-08-12 21:22:45,495 - mmaction - INFO - Epoch [238][3700/3757] lr: 1.353e-03, eta: 15:57:09, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8562, loss_cls: 1.4175, loss: 1.4175, grad_norm: 7.7783 2020-08-12 21:23:01,498 - mmaction - INFO - Epoch [238][3720/3757] lr: 1.353e-03, eta: 15:56:49, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8328, loss_cls: 1.4744, loss: 1.4744, grad_norm: 7.9431 2020-08-12 21:23:17,349 - mmaction - INFO - Epoch [238][3740/3757] lr: 1.353e-03, eta: 15:56:29, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8484, loss_cls: 1.3976, loss: 1.3976, grad_norm: 7.6936 2020-08-12 21:27:26,194 - mmaction - INFO - Epoch [239][20/3757] lr: 1.215e-03, eta: 16:05:12, time: 10.823, data_time: 9.177, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8484, loss_cls: 1.4713, loss: 1.4713, grad_norm: 7.9942 2020-08-12 21:27:46,412 - mmaction - INFO - Epoch [239][40/3757] lr: 1.215e-03, eta: 16:05:04, time: 1.011, data_time: 0.217, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8398, loss_cls: 1.4778, loss: 1.4778, grad_norm: 8.1164 2020-08-12 21:28:02,163 - mmaction - INFO - Epoch [239][60/3757] lr: 1.215e-03, eta: 16:04:43, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4749, loss: 1.4749, grad_norm: 8.0696 2020-08-12 21:28:18,177 - mmaction - INFO - Epoch [239][80/3757] lr: 1.215e-03, eta: 16:04:23, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8461, loss_cls: 1.4317, loss: 1.4317, grad_norm: 7.8342 2020-08-12 21:28:34,059 - mmaction - INFO - Epoch [239][100/3757] lr: 1.215e-03, eta: 16:04:02, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8445, loss_cls: 1.4166, loss: 1.4166, grad_norm: 7.9373 2020-08-12 21:28:49,932 - mmaction - INFO - Epoch [239][120/3757] lr: 1.215e-03, eta: 16:03:41, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8484, loss_cls: 1.4531, loss: 1.4531, grad_norm: 7.9581 2020-08-12 21:29:05,833 - mmaction - INFO - Epoch [239][140/3757] lr: 1.215e-03, eta: 16:03:20, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8445, loss_cls: 1.4379, loss: 1.4379, grad_norm: 8.0870 2020-08-12 21:29:21,688 - mmaction - INFO - Epoch [239][160/3757] lr: 1.215e-03, eta: 16:02:59, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8430, loss_cls: 1.4400, loss: 1.4400, grad_norm: 7.8257 2020-08-12 21:29:37,536 - mmaction - INFO - Epoch [239][180/3757] lr: 1.215e-03, eta: 16:02:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8578, loss_cls: 1.4032, loss: 1.4032, grad_norm: 7.9814 2020-08-12 21:29:53,420 - mmaction - INFO - Epoch [239][200/3757] lr: 1.215e-03, eta: 16:02:17, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8320, loss_cls: 1.4969, loss: 1.4969, grad_norm: 8.1792 2020-08-12 21:30:09,309 - mmaction - INFO - Epoch [239][220/3757] lr: 1.215e-03, eta: 16:01:57, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8336, loss_cls: 1.5331, loss: 1.5331, grad_norm: 8.1160 2020-08-12 21:30:25,227 - mmaction - INFO - Epoch [239][240/3757] lr: 1.215e-03, eta: 16:01:36, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.4370, loss: 1.4370, grad_norm: 8.2572 2020-08-12 21:30:41,049 - mmaction - INFO - Epoch [239][260/3757] lr: 1.215e-03, eta: 16:01:15, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.3688, loss: 1.3688, grad_norm: 7.7321 2020-08-12 21:30:56,877 - mmaction - INFO - Epoch [239][280/3757] lr: 1.215e-03, eta: 16:00:54, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8617, loss_cls: 1.3546, loss: 1.3546, grad_norm: 7.6997 2020-08-12 21:31:12,907 - mmaction - INFO - Epoch [239][300/3757] lr: 1.215e-03, eta: 16:00:34, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4187, loss: 1.4187, grad_norm: 8.0336 2020-08-12 21:31:28,768 - mmaction - INFO - Epoch [239][320/3757] lr: 1.215e-03, eta: 16:00:13, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8422, loss_cls: 1.4204, loss: 1.4204, grad_norm: 7.8553 2020-08-12 21:31:44,716 - mmaction - INFO - Epoch [239][340/3757] lr: 1.215e-03, eta: 15:59:52, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8227, loss_cls: 1.5460, loss: 1.5460, grad_norm: 8.1090 2020-08-12 21:32:00,504 - mmaction - INFO - Epoch [239][360/3757] lr: 1.215e-03, eta: 15:59:31, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4601, loss: 1.4601, grad_norm: 7.9279 2020-08-12 21:32:16,357 - mmaction - INFO - Epoch [239][380/3757] lr: 1.215e-03, eta: 15:59:10, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8414, loss_cls: 1.4576, loss: 1.4576, grad_norm: 8.2029 2020-08-12 21:32:32,134 - mmaction - INFO - Epoch [239][400/3757] lr: 1.215e-03, eta: 15:58:49, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8297, loss_cls: 1.5045, loss: 1.5045, grad_norm: 8.1721 2020-08-12 21:32:47,929 - mmaction - INFO - Epoch [239][420/3757] lr: 1.215e-03, eta: 15:58:28, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8273, loss_cls: 1.5220, loss: 1.5220, grad_norm: 8.2260 2020-08-12 21:33:03,755 - mmaction - INFO - Epoch [239][440/3757] lr: 1.215e-03, eta: 15:58:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8336, loss_cls: 1.4752, loss: 1.4752, grad_norm: 7.9625 2020-08-12 21:33:19,765 - mmaction - INFO - Epoch [239][460/3757] lr: 1.215e-03, eta: 15:57:47, time: 0.801, data_time: 0.005, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8531, loss_cls: 1.4120, loss: 1.4120, grad_norm: 7.9361 2020-08-12 21:33:35,484 - mmaction - INFO - Epoch [239][480/3757] lr: 1.215e-03, eta: 15:57:26, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8570, loss_cls: 1.3219, loss: 1.3219, grad_norm: 7.7089 2020-08-12 21:33:51,534 - mmaction - INFO - Epoch [239][500/3757] lr: 1.215e-03, eta: 15:57:06, time: 0.803, data_time: 0.005, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8430, loss_cls: 1.4615, loss: 1.4615, grad_norm: 8.1432 2020-08-12 21:34:07,517 - mmaction - INFO - Epoch [239][520/3757] lr: 1.215e-03, eta: 15:56:45, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8586, loss_cls: 1.4327, loss: 1.4327, grad_norm: 8.1527 2020-08-12 21:34:23,286 - mmaction - INFO - Epoch [239][540/3757] lr: 1.215e-03, eta: 15:56:24, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8602, loss_cls: 1.3305, loss: 1.3305, grad_norm: 7.8945 2020-08-12 21:34:39,157 - mmaction - INFO - Epoch [239][560/3757] lr: 1.215e-03, eta: 15:56:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8406, loss_cls: 1.4560, loss: 1.4560, grad_norm: 8.1544 2020-08-12 21:34:54,914 - mmaction - INFO - Epoch [239][580/3757] lr: 1.215e-03, eta: 15:55:43, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8297, loss_cls: 1.5175, loss: 1.5175, grad_norm: 8.0233 2020-08-12 21:35:10,958 - mmaction - INFO - Epoch [239][600/3757] lr: 1.215e-03, eta: 15:55:22, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8164, loss_cls: 1.5571, loss: 1.5571, grad_norm: 8.2993 2020-08-12 21:35:26,871 - mmaction - INFO - Epoch [239][620/3757] lr: 1.215e-03, eta: 15:55:02, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8406, loss_cls: 1.4806, loss: 1.4806, grad_norm: 8.1766 2020-08-12 21:35:42,714 - mmaction - INFO - Epoch [239][640/3757] lr: 1.215e-03, eta: 15:54:41, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8336, loss_cls: 1.4876, loss: 1.4876, grad_norm: 7.9167 2020-08-12 21:35:58,529 - mmaction - INFO - Epoch [239][660/3757] lr: 1.215e-03, eta: 15:54:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8281, loss_cls: 1.5015, loss: 1.5015, grad_norm: 8.1887 2020-08-12 21:36:14,407 - mmaction - INFO - Epoch [239][680/3757] lr: 1.215e-03, eta: 15:54:00, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.4428, loss: 1.4428, grad_norm: 8.0155 2020-08-12 21:36:30,271 - mmaction - INFO - Epoch [239][700/3757] lr: 1.215e-03, eta: 15:53:39, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8266, loss_cls: 1.5185, loss: 1.5185, grad_norm: 8.2168 2020-08-12 21:36:46,269 - mmaction - INFO - Epoch [239][720/3757] lr: 1.215e-03, eta: 15:53:19, time: 0.800, data_time: 0.003, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.4955, loss: 1.4955, grad_norm: 8.0924 2020-08-12 21:37:02,160 - mmaction - INFO - Epoch [239][740/3757] lr: 1.215e-03, eta: 15:52:58, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8484, loss_cls: 1.4283, loss: 1.4283, grad_norm: 7.9309 2020-08-12 21:37:17,823 - mmaction - INFO - Epoch [239][760/3757] lr: 1.215e-03, eta: 15:52:37, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5302, loss: 1.5302, grad_norm: 8.1673 2020-08-12 21:37:33,664 - mmaction - INFO - Epoch [239][780/3757] lr: 1.215e-03, eta: 15:52:16, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8570, loss_cls: 1.3700, loss: 1.3700, grad_norm: 7.7916 2020-08-12 21:37:49,587 - mmaction - INFO - Epoch [239][800/3757] lr: 1.215e-03, eta: 15:51:56, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8352, loss_cls: 1.4737, loss: 1.4737, grad_norm: 8.0858 2020-08-12 21:38:17,349 - mmaction - INFO - Epoch [239][820/3757] lr: 1.215e-03, eta: 15:52:09, time: 1.387, data_time: 0.004, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8391, loss_cls: 1.5009, loss: 1.5009, grad_norm: 7.8954 2020-08-12 21:38:35,267 - mmaction - INFO - Epoch [239][840/3757] lr: 1.215e-03, eta: 15:51:54, time: 0.894, data_time: 0.019, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8477, loss_cls: 1.4296, loss: 1.4296, grad_norm: 7.8289 2020-08-12 21:38:51,263 - mmaction - INFO - Epoch [239][860/3757] lr: 1.215e-03, eta: 15:51:34, time: 0.802, data_time: 0.006, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8289, loss_cls: 1.5490, loss: 1.5490, grad_norm: 8.3885 2020-08-12 21:39:07,329 - mmaction - INFO - Epoch [239][880/3757] lr: 1.215e-03, eta: 15:51:14, time: 0.803, data_time: 0.005, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8500, loss_cls: 1.4284, loss: 1.4284, grad_norm: 7.9561 2020-08-12 21:39:28,849 - mmaction - INFO - Epoch [239][900/3757] lr: 1.215e-03, eta: 15:51:10, time: 1.076, data_time: 0.004, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8453, loss_cls: 1.4337, loss: 1.4337, grad_norm: 7.8667 2020-08-12 21:39:48,805 - mmaction - INFO - Epoch [239][920/3757] lr: 1.215e-03, eta: 15:51:01, time: 0.997, data_time: 0.004, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8367, loss_cls: 1.5250, loss: 1.5250, grad_norm: 8.2711 2020-08-12 21:40:04,916 - mmaction - INFO - Epoch [239][940/3757] lr: 1.215e-03, eta: 15:50:41, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8453, loss_cls: 1.4307, loss: 1.4307, grad_norm: 8.0866 2020-08-12 21:40:21,017 - mmaction - INFO - Epoch [239][960/3757] lr: 1.215e-03, eta: 15:50:21, time: 0.803, data_time: 0.001, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8211, loss_cls: 1.5771, loss: 1.5771, grad_norm: 8.3920 2020-08-12 21:40:37,017 - mmaction - INFO - Epoch [239][980/3757] lr: 1.215e-03, eta: 15:50:00, time: 0.802, data_time: 0.003, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8352, loss_cls: 1.4993, loss: 1.4993, grad_norm: 8.2065 2020-08-12 21:40:53,349 - mmaction - INFO - Epoch [239][1000/3757] lr: 1.215e-03, eta: 15:49:41, time: 0.815, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8438, loss_cls: 1.4490, loss: 1.4490, grad_norm: 7.9659 2020-08-12 21:41:12,324 - mmaction - INFO - Epoch [239][1020/3757] lr: 1.215e-03, eta: 15:49:29, time: 0.950, data_time: 0.005, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8508, loss_cls: 1.4724, loss: 1.4724, grad_norm: 8.2384 2020-08-12 21:41:32,078 - mmaction - INFO - Epoch [239][1040/3757] lr: 1.215e-03, eta: 15:49:20, time: 0.987, data_time: 0.002, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8375, loss_cls: 1.4918, loss: 1.4918, grad_norm: 8.1772 2020-08-12 21:41:48,334 - mmaction - INFO - Epoch [239][1060/3757] lr: 1.215e-03, eta: 15:49:00, time: 0.813, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8609, loss_cls: 1.3539, loss: 1.3539, grad_norm: 7.7345 2020-08-12 21:42:04,356 - mmaction - INFO - Epoch [239][1080/3757] lr: 1.215e-03, eta: 15:48:40, time: 0.800, data_time: 0.001, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8422, loss_cls: 1.4402, loss: 1.4402, grad_norm: 7.9183 2020-08-12 21:42:20,336 - mmaction - INFO - Epoch [239][1100/3757] lr: 1.215e-03, eta: 15:48:20, time: 0.799, data_time: 0.002, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8359, loss_cls: 1.4814, loss: 1.4814, grad_norm: 7.9641 2020-08-12 21:42:36,339 - mmaction - INFO - Epoch [239][1120/3757] lr: 1.215e-03, eta: 15:48:00, time: 0.801, data_time: 0.002, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8445, loss_cls: 1.4148, loss: 1.4148, grad_norm: 7.9094 2020-08-12 21:42:52,282 - mmaction - INFO - Epoch [239][1140/3757] lr: 1.215e-03, eta: 15:47:39, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8219, loss_cls: 1.4965, loss: 1.4965, grad_norm: 8.1244 2020-08-12 21:43:12,359 - mmaction - INFO - Epoch [239][1160/3757] lr: 1.215e-03, eta: 15:47:30, time: 1.004, data_time: 0.003, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.5953, loss: 1.5953, grad_norm: 8.1689 2020-08-12 21:43:28,307 - mmaction - INFO - Epoch [239][1180/3757] lr: 1.215e-03, eta: 15:47:10, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8289, loss_cls: 1.4817, loss: 1.4817, grad_norm: 8.0956 2020-08-12 21:43:50,758 - mmaction - INFO - Epoch [239][1200/3757] lr: 1.215e-03, eta: 15:47:08, time: 1.123, data_time: 0.001, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8273, loss_cls: 1.5540, loss: 1.5540, grad_norm: 8.0718 2020-08-12 21:44:06,737 - mmaction - INFO - Epoch [239][1220/3757] lr: 1.215e-03, eta: 15:46:48, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8398, loss_cls: 1.4534, loss: 1.4534, grad_norm: 8.2971 2020-08-12 21:44:28,986 - mmaction - INFO - Epoch [239][1240/3757] lr: 1.215e-03, eta: 15:46:45, time: 1.112, data_time: 0.004, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8320, loss_cls: 1.4956, loss: 1.4956, grad_norm: 8.1111 2020-08-12 21:44:50,978 - mmaction - INFO - Epoch [239][1260/3757] lr: 1.215e-03, eta: 15:46:41, time: 1.099, data_time: 0.202, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8250, loss_cls: 1.5089, loss: 1.5089, grad_norm: 8.2338 2020-08-12 21:45:12,252 - mmaction - INFO - Epoch [239][1280/3757] lr: 1.215e-03, eta: 15:46:36, time: 1.065, data_time: 0.005, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8383, loss_cls: 1.4647, loss: 1.4647, grad_norm: 8.1844 2020-08-12 21:45:30,676 - mmaction - INFO - Epoch [239][1300/3757] lr: 1.215e-03, eta: 15:46:22, time: 0.921, data_time: 0.004, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8336, loss_cls: 1.4877, loss: 1.4877, grad_norm: 8.0517 2020-08-12 21:45:50,362 - mmaction - INFO - Epoch [239][1320/3757] lr: 1.215e-03, eta: 15:46:12, time: 0.984, data_time: 0.004, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8391, loss_cls: 1.5213, loss: 1.5213, grad_norm: 8.2794 2020-08-12 21:46:07,083 - mmaction - INFO - Epoch [239][1340/3757] lr: 1.215e-03, eta: 15:45:54, time: 0.835, data_time: 0.004, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8508, loss_cls: 1.3751, loss: 1.3751, grad_norm: 7.9526 2020-08-12 21:46:23,200 - mmaction - INFO - Epoch [239][1360/3757] lr: 1.215e-03, eta: 15:45:34, time: 0.807, data_time: 0.005, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8641, loss_cls: 1.3253, loss: 1.3253, grad_norm: 7.9176 2020-08-12 21:46:41,503 - mmaction - INFO - Epoch [239][1380/3757] lr: 1.215e-03, eta: 15:45:20, time: 0.914, data_time: 0.004, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8266, loss_cls: 1.5871, loss: 1.5871, grad_norm: 8.5925 2020-08-12 21:46:57,598 - mmaction - INFO - Epoch [239][1400/3757] lr: 1.215e-03, eta: 15:45:00, time: 0.807, data_time: 0.005, memory: 6192, top1_acc: 0.6156, top5_acc: 0.8180, loss_cls: 1.6083, loss: 1.6083, grad_norm: 8.4161 2020-08-12 21:47:13,713 - mmaction - INFO - Epoch [239][1420/3757] lr: 1.215e-03, eta: 15:44:40, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8562, loss_cls: 1.3950, loss: 1.3950, grad_norm: 8.0464 2020-08-12 21:47:29,783 - mmaction - INFO - Epoch [239][1440/3757] lr: 1.215e-03, eta: 15:44:20, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4803, loss: 1.4803, grad_norm: 8.1953 2020-08-12 21:47:45,931 - mmaction - INFO - Epoch [239][1460/3757] lr: 1.215e-03, eta: 15:44:01, time: 0.807, data_time: 0.005, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8578, loss_cls: 1.4176, loss: 1.4176, grad_norm: 8.0197 2020-08-12 21:48:01,894 - mmaction - INFO - Epoch [239][1480/3757] lr: 1.215e-03, eta: 15:43:40, time: 0.799, data_time: 0.002, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8414, loss_cls: 1.4683, loss: 1.4683, grad_norm: 7.9586 2020-08-12 21:48:17,873 - mmaction - INFO - Epoch [239][1500/3757] lr: 1.215e-03, eta: 15:43:20, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8391, loss_cls: 1.4693, loss: 1.4693, grad_norm: 8.1555 2020-08-12 21:48:33,845 - mmaction - INFO - Epoch [239][1520/3757] lr: 1.215e-03, eta: 15:43:00, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4531, loss: 1.4531, grad_norm: 7.8570 2020-08-12 21:48:57,903 - mmaction - INFO - Epoch [239][1540/3757] lr: 1.215e-03, eta: 15:43:02, time: 1.203, data_time: 0.004, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8359, loss_cls: 1.4351, loss: 1.4351, grad_norm: 8.1716 2020-08-12 21:49:20,866 - mmaction - INFO - Epoch [239][1560/3757] lr: 1.215e-03, eta: 15:43:01, time: 1.148, data_time: 0.004, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8281, loss_cls: 1.5198, loss: 1.5198, grad_norm: 8.0859 2020-08-12 21:49:45,749 - mmaction - INFO - Epoch [239][1580/3757] lr: 1.215e-03, eta: 15:43:05, time: 1.244, data_time: 0.056, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8383, loss_cls: 1.5003, loss: 1.5003, grad_norm: 8.3416 2020-08-12 21:50:23,494 - mmaction - INFO - Epoch [239][1600/3757] lr: 1.215e-03, eta: 15:43:44, time: 1.888, data_time: 0.005, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.4148, loss: 1.4148, grad_norm: 7.9920 2020-08-12 21:50:56,779 - mmaction - INFO - Epoch [239][1620/3757] lr: 1.215e-03, eta: 15:44:11, time: 1.664, data_time: 0.030, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8344, loss_cls: 1.4861, loss: 1.4861, grad_norm: 7.8260 2020-08-12 21:51:35,364 - mmaction - INFO - Epoch [239][1640/3757] lr: 1.215e-03, eta: 15:44:52, time: 1.929, data_time: 0.004, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8367, loss_cls: 1.5576, loss: 1.5576, grad_norm: 8.3480 2020-08-12 21:52:00,952 - mmaction - INFO - Epoch [239][1660/3757] lr: 1.215e-03, eta: 15:44:58, time: 1.280, data_time: 0.002, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8344, loss_cls: 1.5009, loss: 1.5009, grad_norm: 7.9687 2020-08-12 21:52:44,205 - mmaction - INFO - Epoch [239][1680/3757] lr: 1.215e-03, eta: 15:45:52, time: 2.162, data_time: 0.024, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.4081, loss: 1.4081, grad_norm: 7.7355 2020-08-12 21:53:19,934 - mmaction - INFO - Epoch [239][1700/3757] lr: 1.215e-03, eta: 15:46:25, time: 1.787, data_time: 0.070, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8414, loss_cls: 1.4641, loss: 1.4641, grad_norm: 8.2035 2020-08-12 21:53:41,496 - mmaction - INFO - Epoch [239][1720/3757] lr: 1.215e-03, eta: 15:46:19, time: 1.077, data_time: 0.002, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8477, loss_cls: 1.3976, loss: 1.3976, grad_norm: 7.9779 2020-08-12 21:54:16,317 - mmaction - INFO - Epoch [239][1740/3757] lr: 1.215e-03, eta: 15:46:50, time: 1.742, data_time: 0.073, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3383, loss: 1.3383, grad_norm: 7.8033 2020-08-12 21:54:58,836 - mmaction - INFO - Epoch [239][1760/3757] lr: 1.215e-03, eta: 15:47:41, time: 2.125, data_time: 0.003, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8625, loss_cls: 1.3888, loss: 1.3888, grad_norm: 7.8741 2020-08-12 21:55:31,500 - mmaction - INFO - Epoch [239][1780/3757] lr: 1.215e-03, eta: 15:48:05, time: 1.634, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.3874, loss: 1.3874, grad_norm: 8.0794 2020-08-12 21:56:04,128 - mmaction - INFO - Epoch [239][1800/3757] lr: 1.215e-03, eta: 15:48:30, time: 1.630, data_time: 0.001, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8367, loss_cls: 1.4490, loss: 1.4490, grad_norm: 8.1081 2020-08-12 21:56:32,719 - mmaction - INFO - Epoch [239][1820/3757] lr: 1.215e-03, eta: 15:48:43, time: 1.431, data_time: 0.346, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8391, loss_cls: 1.4441, loss: 1.4441, grad_norm: 8.0654 2020-08-12 21:57:04,623 - mmaction - INFO - Epoch [239][1840/3757] lr: 1.215e-03, eta: 15:49:05, time: 1.595, data_time: 0.004, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8492, loss_cls: 1.4570, loss: 1.4570, grad_norm: 7.8777 2020-08-12 21:57:51,945 - mmaction - INFO - Epoch [239][1860/3757] lr: 1.215e-03, eta: 15:50:09, time: 2.365, data_time: 0.038, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8320, loss_cls: 1.4934, loss: 1.4934, grad_norm: 8.2089 2020-08-12 21:58:27,251 - mmaction - INFO - Epoch [239][1880/3757] lr: 1.215e-03, eta: 15:50:40, time: 1.766, data_time: 0.606, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.4056, loss: 1.4056, grad_norm: 7.9727 2020-08-12 21:58:51,795 - mmaction - INFO - Epoch [239][1900/3757] lr: 1.215e-03, eta: 15:50:42, time: 1.226, data_time: 0.014, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8359, loss_cls: 1.5397, loss: 1.5397, grad_norm: 8.1590 2020-08-12 21:59:24,962 - mmaction - INFO - Epoch [239][1920/3757] lr: 1.215e-03, eta: 15:51:07, time: 1.659, data_time: 0.203, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8383, loss_cls: 1.5380, loss: 1.5380, grad_norm: 8.2088 2020-08-12 21:59:47,178 - mmaction - INFO - Epoch [239][1940/3757] lr: 1.215e-03, eta: 15:51:02, time: 1.111, data_time: 0.178, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8453, loss_cls: 1.3894, loss: 1.3894, grad_norm: 7.7784 2020-08-12 22:00:03,181 - mmaction - INFO - Epoch [239][1960/3757] lr: 1.215e-03, eta: 15:50:41, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8523, loss_cls: 1.4631, loss: 1.4631, grad_norm: 8.2692 2020-08-12 22:00:26,246 - mmaction - INFO - Epoch [239][1980/3757] lr: 1.215e-03, eta: 15:50:39, time: 1.142, data_time: 0.002, memory: 6192, top1_acc: 0.6297, top5_acc: 0.8328, loss_cls: 1.5425, loss: 1.5425, grad_norm: 8.4930 2020-08-12 22:00:42,207 - mmaction - INFO - Epoch [239][2000/3757] lr: 1.215e-03, eta: 15:50:18, time: 0.809, data_time: 0.018, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8406, loss_cls: 1.4637, loss: 1.4637, grad_norm: 8.2806 2020-08-12 22:00:57,938 - mmaction - INFO - Epoch [239][2020/3757] lr: 1.215e-03, eta: 15:49:56, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8367, loss_cls: 1.4732, loss: 1.4732, grad_norm: 8.2613 2020-08-12 22:01:13,816 - mmaction - INFO - Epoch [239][2040/3757] lr: 1.215e-03, eta: 15:49:35, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8586, loss_cls: 1.3916, loss: 1.3916, grad_norm: 8.0758 2020-08-12 22:01:29,579 - mmaction - INFO - Epoch [239][2060/3757] lr: 1.215e-03, eta: 15:49:13, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8594, loss_cls: 1.4281, loss: 1.4281, grad_norm: 8.2087 2020-08-12 22:01:45,423 - mmaction - INFO - Epoch [239][2080/3757] lr: 1.215e-03, eta: 15:48:52, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8320, loss_cls: 1.5440, loss: 1.5440, grad_norm: 8.1337 2020-08-12 22:02:01,219 - mmaction - INFO - Epoch [239][2100/3757] lr: 1.215e-03, eta: 15:48:30, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8305, loss_cls: 1.4639, loss: 1.4639, grad_norm: 7.9446 2020-08-12 22:02:17,090 - mmaction - INFO - Epoch [239][2120/3757] lr: 1.215e-03, eta: 15:48:09, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8227, loss_cls: 1.5609, loss: 1.5609, grad_norm: 8.2019 2020-08-12 22:02:32,869 - mmaction - INFO - Epoch [239][2140/3757] lr: 1.215e-03, eta: 15:47:47, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8242, loss_cls: 1.5703, loss: 1.5703, grad_norm: 8.0909 2020-08-12 22:02:48,807 - mmaction - INFO - Epoch [239][2160/3757] lr: 1.215e-03, eta: 15:47:26, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8375, loss_cls: 1.5092, loss: 1.5092, grad_norm: 8.4378 2020-08-12 22:03:04,513 - mmaction - INFO - Epoch [239][2180/3757] lr: 1.215e-03, eta: 15:47:04, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8453, loss_cls: 1.4524, loss: 1.4524, grad_norm: 8.1201 2020-08-12 22:03:20,412 - mmaction - INFO - Epoch [239][2200/3757] lr: 1.215e-03, eta: 15:46:43, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8422, loss_cls: 1.4507, loss: 1.4507, grad_norm: 8.1356 2020-08-12 22:03:36,156 - mmaction - INFO - Epoch [239][2220/3757] lr: 1.215e-03, eta: 15:46:21, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8336, loss_cls: 1.5419, loss: 1.5419, grad_norm: 8.1847 2020-08-12 22:03:52,000 - mmaction - INFO - Epoch [239][2240/3757] lr: 1.215e-03, eta: 15:46:00, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8539, loss_cls: 1.3625, loss: 1.3625, grad_norm: 7.7149 2020-08-12 22:04:07,723 - mmaction - INFO - Epoch [239][2260/3757] lr: 1.215e-03, eta: 15:45:38, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8562, loss_cls: 1.3875, loss: 1.3875, grad_norm: 8.1100 2020-08-12 22:04:23,507 - mmaction - INFO - Epoch [239][2280/3757] lr: 1.215e-03, eta: 15:45:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8406, loss_cls: 1.4300, loss: 1.4300, grad_norm: 7.8751 2020-08-12 22:04:39,421 - mmaction - INFO - Epoch [239][2300/3757] lr: 1.215e-03, eta: 15:44:56, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8375, loss_cls: 1.4749, loss: 1.4749, grad_norm: 8.1954 2020-08-12 22:04:55,198 - mmaction - INFO - Epoch [239][2320/3757] lr: 1.215e-03, eta: 15:44:34, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8484, loss_cls: 1.4048, loss: 1.4048, grad_norm: 8.1201 2020-08-12 22:05:11,082 - mmaction - INFO - Epoch [239][2340/3757] lr: 1.215e-03, eta: 15:44:13, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6242, top5_acc: 0.8320, loss_cls: 1.5396, loss: 1.5396, grad_norm: 8.3859 2020-08-12 22:05:26,856 - mmaction - INFO - Epoch [239][2360/3757] lr: 1.215e-03, eta: 15:43:51, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8570, loss_cls: 1.3542, loss: 1.3542, grad_norm: 8.1853 2020-08-12 22:05:42,646 - mmaction - INFO - Epoch [239][2380/3757] lr: 1.215e-03, eta: 15:43:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8445, loss_cls: 1.4569, loss: 1.4569, grad_norm: 8.1679 2020-08-12 22:05:58,472 - mmaction - INFO - Epoch [239][2400/3757] lr: 1.215e-03, eta: 15:43:09, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.5437, loss: 1.5437, grad_norm: 8.2737 2020-08-12 22:06:14,293 - mmaction - INFO - Epoch [239][2420/3757] lr: 1.215e-03, eta: 15:42:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8445, loss_cls: 1.4411, loss: 1.4411, grad_norm: 7.9786 2020-08-12 22:06:30,125 - mmaction - INFO - Epoch [239][2440/3757] lr: 1.215e-03, eta: 15:42:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5295, loss: 1.5295, grad_norm: 8.3963 2020-08-12 22:06:45,925 - mmaction - INFO - Epoch [239][2460/3757] lr: 1.215e-03, eta: 15:42:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8484, loss_cls: 1.4215, loss: 1.4215, grad_norm: 8.0348 2020-08-12 22:07:01,795 - mmaction - INFO - Epoch [239][2480/3757] lr: 1.215e-03, eta: 15:41:43, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.4291, loss: 1.4291, grad_norm: 7.8218 2020-08-12 22:07:17,603 - mmaction - INFO - Epoch [239][2500/3757] lr: 1.215e-03, eta: 15:41:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.4196, loss: 1.4196, grad_norm: 7.8558 2020-08-12 22:07:33,397 - mmaction - INFO - Epoch [239][2520/3757] lr: 1.215e-03, eta: 15:41:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8539, loss_cls: 1.4114, loss: 1.4114, grad_norm: 8.0377 2020-08-12 22:07:49,214 - mmaction - INFO - Epoch [239][2540/3757] lr: 1.215e-03, eta: 15:40:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8313, loss_cls: 1.5266, loss: 1.5266, grad_norm: 8.0050 2020-08-12 22:08:05,041 - mmaction - INFO - Epoch [239][2560/3757] lr: 1.215e-03, eta: 15:40:18, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8367, loss_cls: 1.5018, loss: 1.5018, grad_norm: 8.2823 2020-08-12 22:08:20,837 - mmaction - INFO - Epoch [239][2580/3757] lr: 1.215e-03, eta: 15:39:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8523, loss_cls: 1.4893, loss: 1.4893, grad_norm: 8.2878 2020-08-12 22:08:36,718 - mmaction - INFO - Epoch [239][2600/3757] lr: 1.215e-03, eta: 15:39:36, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8180, loss_cls: 1.4939, loss: 1.4939, grad_norm: 8.1090 2020-08-12 22:08:52,472 - mmaction - INFO - Epoch [239][2620/3757] lr: 1.215e-03, eta: 15:39:14, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8187, loss_cls: 1.6091, loss: 1.6091, grad_norm: 8.3567 2020-08-12 22:09:08,331 - mmaction - INFO - Epoch [239][2640/3757] lr: 1.215e-03, eta: 15:38:53, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8484, loss_cls: 1.3815, loss: 1.3815, grad_norm: 8.0414 2020-08-12 22:09:24,100 - mmaction - INFO - Epoch [239][2660/3757] lr: 1.215e-03, eta: 15:38:32, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.4069, loss: 1.4069, grad_norm: 8.0743 2020-08-12 22:09:39,848 - mmaction - INFO - Epoch [239][2680/3757] lr: 1.215e-03, eta: 15:38:10, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8258, loss_cls: 1.5142, loss: 1.5142, grad_norm: 8.3094 2020-08-12 22:09:55,630 - mmaction - INFO - Epoch [239][2700/3757] lr: 1.215e-03, eta: 15:37:49, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.3807, loss: 1.3807, grad_norm: 7.6322 2020-08-12 22:10:11,443 - mmaction - INFO - Epoch [239][2720/3757] lr: 1.215e-03, eta: 15:37:28, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8391, loss_cls: 1.5144, loss: 1.5144, grad_norm: 8.2448 2020-08-12 22:10:27,286 - mmaction - INFO - Epoch [239][2740/3757] lr: 1.215e-03, eta: 15:37:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8359, loss_cls: 1.5210, loss: 1.5210, grad_norm: 7.8143 2020-08-12 22:10:43,120 - mmaction - INFO - Epoch [239][2760/3757] lr: 1.215e-03, eta: 15:36:45, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4457, loss: 1.4457, grad_norm: 7.8810 2020-08-12 22:10:58,916 - mmaction - INFO - Epoch [239][2780/3757] lr: 1.215e-03, eta: 15:36:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3590, loss: 1.3590, grad_norm: 7.6149 2020-08-12 22:11:14,724 - mmaction - INFO - Epoch [239][2800/3757] lr: 1.215e-03, eta: 15:36:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8375, loss_cls: 1.4622, loss: 1.4622, grad_norm: 8.1537 2020-08-12 22:11:30,513 - mmaction - INFO - Epoch [239][2820/3757] lr: 1.215e-03, eta: 15:35:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8414, loss_cls: 1.4186, loss: 1.4186, grad_norm: 8.1934 2020-08-12 22:11:46,265 - mmaction - INFO - Epoch [239][2840/3757] lr: 1.215e-03, eta: 15:35:20, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.3849, loss: 1.3849, grad_norm: 7.8694 2020-08-12 22:12:02,058 - mmaction - INFO - Epoch [239][2860/3757] lr: 1.215e-03, eta: 15:34:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8531, loss_cls: 1.3915, loss: 1.3915, grad_norm: 8.1983 2020-08-12 22:12:17,866 - mmaction - INFO - Epoch [239][2880/3757] lr: 1.215e-03, eta: 15:34:38, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8508, loss_cls: 1.4433, loss: 1.4433, grad_norm: 8.0190 2020-08-12 22:12:34,015 - mmaction - INFO - Epoch [239][2900/3757] lr: 1.215e-03, eta: 15:34:18, time: 0.808, data_time: 0.006, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8523, loss_cls: 1.4490, loss: 1.4490, grad_norm: 8.1781 2020-08-12 22:12:49,871 - mmaction - INFO - Epoch [239][2920/3757] lr: 1.215e-03, eta: 15:33:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4917, loss: 1.4917, grad_norm: 8.3793 2020-08-12 22:13:05,716 - mmaction - INFO - Epoch [239][2940/3757] lr: 1.215e-03, eta: 15:33:35, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8398, loss_cls: 1.4869, loss: 1.4869, grad_norm: 8.3172 2020-08-12 22:13:21,534 - mmaction - INFO - Epoch [239][2960/3757] lr: 1.215e-03, eta: 15:33:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8203, loss_cls: 1.5624, loss: 1.5624, grad_norm: 8.0692 2020-08-12 22:13:37,305 - mmaction - INFO - Epoch [239][2980/3757] lr: 1.215e-03, eta: 15:32:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8305, loss_cls: 1.5175, loss: 1.5175, grad_norm: 8.2857 2020-08-12 22:13:53,068 - mmaction - INFO - Epoch [239][3000/3757] lr: 1.215e-03, eta: 15:32:32, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8359, loss_cls: 1.4949, loss: 1.4949, grad_norm: 8.0416 2020-08-12 22:14:08,871 - mmaction - INFO - Epoch [239][3020/3757] lr: 1.215e-03, eta: 15:32:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8445, loss_cls: 1.4343, loss: 1.4343, grad_norm: 7.9606 2020-08-12 22:14:24,741 - mmaction - INFO - Epoch [239][3040/3757] lr: 1.215e-03, eta: 15:31:50, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6312, top5_acc: 0.8328, loss_cls: 1.4977, loss: 1.4977, grad_norm: 8.0342 2020-08-12 22:14:40,544 - mmaction - INFO - Epoch [239][3060/3757] lr: 1.215e-03, eta: 15:31:29, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4426, loss: 1.4426, grad_norm: 8.2929 2020-08-12 22:14:56,457 - mmaction - INFO - Epoch [239][3080/3757] lr: 1.215e-03, eta: 15:31:08, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8422, loss_cls: 1.4633, loss: 1.4633, grad_norm: 8.1403 2020-08-12 22:15:12,265 - mmaction - INFO - Epoch [239][3100/3757] lr: 1.215e-03, eta: 15:30:47, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8352, loss_cls: 1.4723, loss: 1.4723, grad_norm: 8.0755 2020-08-12 22:15:28,105 - mmaction - INFO - Epoch [239][3120/3757] lr: 1.215e-03, eta: 15:30:26, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8328, loss_cls: 1.4394, loss: 1.4394, grad_norm: 8.1716 2020-08-12 22:15:43,878 - mmaction - INFO - Epoch [239][3140/3757] lr: 1.215e-03, eta: 15:30:05, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8367, loss_cls: 1.4195, loss: 1.4195, grad_norm: 8.0167 2020-08-12 22:15:59,674 - mmaction - INFO - Epoch [239][3160/3757] lr: 1.215e-03, eta: 15:29:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.4412, loss: 1.4412, grad_norm: 8.0391 2020-08-12 22:16:15,493 - mmaction - INFO - Epoch [239][3180/3757] lr: 1.215e-03, eta: 15:29:22, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8430, loss_cls: 1.4320, loss: 1.4320, grad_norm: 8.0210 2020-08-12 22:16:31,429 - mmaction - INFO - Epoch [239][3200/3757] lr: 1.215e-03, eta: 15:29:02, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8508, loss_cls: 1.3984, loss: 1.3984, grad_norm: 8.0745 2020-08-12 22:16:47,248 - mmaction - INFO - Epoch [239][3220/3757] lr: 1.215e-03, eta: 15:28:41, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8359, loss_cls: 1.4705, loss: 1.4705, grad_norm: 8.2068 2020-08-12 22:17:03,115 - mmaction - INFO - Epoch [239][3240/3757] lr: 1.215e-03, eta: 15:28:20, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.4674, loss: 1.4674, grad_norm: 7.9469 2020-08-12 22:17:18,944 - mmaction - INFO - Epoch [239][3260/3757] lr: 1.215e-03, eta: 15:27:59, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8320, loss_cls: 1.4635, loss: 1.4635, grad_norm: 8.2755 2020-08-12 22:17:34,806 - mmaction - INFO - Epoch [239][3280/3757] lr: 1.215e-03, eta: 15:27:38, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8492, loss_cls: 1.4284, loss: 1.4284, grad_norm: 7.8639 2020-08-12 22:17:50,508 - mmaction - INFO - Epoch [239][3300/3757] lr: 1.215e-03, eta: 15:27:17, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8313, loss_cls: 1.4888, loss: 1.4888, grad_norm: 8.1304 2020-08-12 22:18:06,314 - mmaction - INFO - Epoch [239][3320/3757] lr: 1.215e-03, eta: 15:26:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8359, loss_cls: 1.4389, loss: 1.4389, grad_norm: 7.9782 2020-08-12 22:18:22,141 - mmaction - INFO - Epoch [239][3340/3757] lr: 1.215e-03, eta: 15:26:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8430, loss_cls: 1.4642, loss: 1.4642, grad_norm: 8.2004 2020-08-12 22:18:38,001 - mmaction - INFO - Epoch [239][3360/3757] lr: 1.215e-03, eta: 15:26:14, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8562, loss_cls: 1.3938, loss: 1.3938, grad_norm: 8.0088 2020-08-12 22:18:53,868 - mmaction - INFO - Epoch [239][3380/3757] lr: 1.215e-03, eta: 15:25:53, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3546, loss: 1.3546, grad_norm: 7.8783 2020-08-12 22:19:09,598 - mmaction - INFO - Epoch [239][3400/3757] lr: 1.215e-03, eta: 15:25:32, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8578, loss_cls: 1.4268, loss: 1.4268, grad_norm: 8.2526 2020-08-12 22:19:25,441 - mmaction - INFO - Epoch [239][3420/3757] lr: 1.215e-03, eta: 15:25:11, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.4258, loss: 1.4258, grad_norm: 8.0462 2020-08-12 22:19:41,380 - mmaction - INFO - Epoch [239][3440/3757] lr: 1.215e-03, eta: 15:24:50, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8352, loss_cls: 1.4725, loss: 1.4725, grad_norm: 8.3844 2020-08-12 22:19:57,124 - mmaction - INFO - Epoch [239][3460/3757] lr: 1.215e-03, eta: 15:24:29, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8406, loss_cls: 1.4123, loss: 1.4123, grad_norm: 7.7824 2020-08-12 22:20:13,003 - mmaction - INFO - Epoch [239][3480/3757] lr: 1.215e-03, eta: 15:24:08, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8289, loss_cls: 1.4565, loss: 1.4565, grad_norm: 8.0121 2020-08-12 22:20:29,107 - mmaction - INFO - Epoch [239][3500/3757] lr: 1.215e-03, eta: 15:23:48, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8523, loss_cls: 1.4518, loss: 1.4518, grad_norm: 8.3262 2020-08-12 22:20:44,927 - mmaction - INFO - Epoch [239][3520/3757] lr: 1.215e-03, eta: 15:23:27, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8242, loss_cls: 1.5125, loss: 1.5125, grad_norm: 8.1294 2020-08-12 22:21:00,582 - mmaction - INFO - Epoch [239][3540/3757] lr: 1.215e-03, eta: 15:23:06, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8328, loss_cls: 1.5065, loss: 1.5065, grad_norm: 7.9634 2020-08-12 22:21:16,496 - mmaction - INFO - Epoch [239][3560/3757] lr: 1.215e-03, eta: 15:22:45, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8453, loss_cls: 1.5089, loss: 1.5089, grad_norm: 8.2157 2020-08-12 22:21:32,301 - mmaction - INFO - Epoch [239][3580/3757] lr: 1.215e-03, eta: 15:22:24, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8359, loss_cls: 1.5076, loss: 1.5076, grad_norm: 8.1218 2020-08-12 22:21:48,089 - mmaction - INFO - Epoch [239][3600/3757] lr: 1.215e-03, eta: 15:22:03, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8242, loss_cls: 1.5234, loss: 1.5234, grad_norm: 8.2472 2020-08-12 22:22:03,934 - mmaction - INFO - Epoch [239][3620/3757] lr: 1.215e-03, eta: 15:21:43, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8336, loss_cls: 1.4023, loss: 1.4023, grad_norm: 7.8793 2020-08-12 22:22:19,749 - mmaction - INFO - Epoch [239][3640/3757] lr: 1.215e-03, eta: 15:21:22, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.4639, loss: 1.4639, grad_norm: 8.2845 2020-08-12 22:22:35,585 - mmaction - INFO - Epoch [239][3660/3757] lr: 1.215e-03, eta: 15:21:01, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8383, loss_cls: 1.5002, loss: 1.5002, grad_norm: 8.2819 2020-08-12 22:22:51,456 - mmaction - INFO - Epoch [239][3680/3757] lr: 1.215e-03, eta: 15:20:40, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8234, loss_cls: 1.5083, loss: 1.5083, grad_norm: 8.2574 2020-08-12 22:23:07,180 - mmaction - INFO - Epoch [239][3700/3757] lr: 1.215e-03, eta: 15:20:19, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8406, loss_cls: 1.4235, loss: 1.4235, grad_norm: 8.1151 2020-08-12 22:23:22,993 - mmaction - INFO - Epoch [239][3720/3757] lr: 1.215e-03, eta: 15:19:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8422, loss_cls: 1.4214, loss: 1.4214, grad_norm: 7.9621 2020-08-12 22:23:38,744 - mmaction - INFO - Epoch [239][3740/3757] lr: 1.215e-03, eta: 15:19:37, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8336, loss_cls: 1.5054, loss: 1.5054, grad_norm: 8.1540 2020-08-12 22:27:48,863 - mmaction - INFO - Epoch [240][20/3757] lr: 1.084e-03, eta: 15:26:22, time: 10.602, data_time: 9.757, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8516, loss_cls: 1.3587, loss: 1.3587, grad_norm: 7.9079 2020-08-12 22:28:04,652 - mmaction - INFO - Epoch [240][40/3757] lr: 1.084e-03, eta: 15:26:01, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8438, loss_cls: 1.4036, loss: 1.4036, grad_norm: 7.7604 2020-08-12 22:28:20,379 - mmaction - INFO - Epoch [240][60/3757] lr: 1.084e-03, eta: 15:25:40, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8594, loss_cls: 1.3601, loss: 1.3601, grad_norm: 7.7423 2020-08-12 22:28:36,373 - mmaction - INFO - Epoch [240][80/3757] lr: 1.084e-03, eta: 15:25:19, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8398, loss_cls: 1.4535, loss: 1.4535, grad_norm: 8.2834 2020-08-12 22:28:52,318 - mmaction - INFO - Epoch [240][100/3757] lr: 1.084e-03, eta: 15:24:58, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8398, loss_cls: 1.4713, loss: 1.4713, grad_norm: 7.8655 2020-08-12 22:29:08,229 - mmaction - INFO - Epoch [240][120/3757] lr: 1.084e-03, eta: 15:24:37, time: 0.796, data_time: 0.006, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8445, loss_cls: 1.4737, loss: 1.4737, grad_norm: 8.1066 2020-08-12 22:29:24,038 - mmaction - INFO - Epoch [240][140/3757] lr: 1.084e-03, eta: 15:24:16, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8383, loss_cls: 1.4804, loss: 1.4804, grad_norm: 7.9175 2020-08-12 22:29:39,938 - mmaction - INFO - Epoch [240][160/3757] lr: 1.084e-03, eta: 15:23:55, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8508, loss_cls: 1.4253, loss: 1.4253, grad_norm: 7.8981 2020-08-12 22:29:55,793 - mmaction - INFO - Epoch [240][180/3757] lr: 1.084e-03, eta: 15:23:33, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8477, loss_cls: 1.3872, loss: 1.3872, grad_norm: 7.8067 2020-08-12 22:30:11,571 - mmaction - INFO - Epoch [240][200/3757] lr: 1.084e-03, eta: 15:23:12, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8625, loss_cls: 1.3312, loss: 1.3312, grad_norm: 7.9194 2020-08-12 22:30:27,365 - mmaction - INFO - Epoch [240][220/3757] lr: 1.084e-03, eta: 15:22:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8398, loss_cls: 1.4693, loss: 1.4693, grad_norm: 8.1371 2020-08-12 22:30:43,192 - mmaction - INFO - Epoch [240][240/3757] lr: 1.084e-03, eta: 15:22:30, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8477, loss_cls: 1.4008, loss: 1.4008, grad_norm: 8.1303 2020-08-12 22:30:59,004 - mmaction - INFO - Epoch [240][260/3757] lr: 1.084e-03, eta: 15:22:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8297, loss_cls: 1.5296, loss: 1.5296, grad_norm: 8.1874 2020-08-12 22:31:14,921 - mmaction - INFO - Epoch [240][280/3757] lr: 1.084e-03, eta: 15:21:47, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8430, loss_cls: 1.4598, loss: 1.4598, grad_norm: 8.1639 2020-08-12 22:31:30,827 - mmaction - INFO - Epoch [240][300/3757] lr: 1.084e-03, eta: 15:21:27, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8500, loss_cls: 1.4243, loss: 1.4243, grad_norm: 8.0878 2020-08-12 22:31:46,699 - mmaction - INFO - Epoch [240][320/3757] lr: 1.084e-03, eta: 15:21:06, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8695, loss_cls: 1.2690, loss: 1.2690, grad_norm: 7.6857 2020-08-12 22:32:02,541 - mmaction - INFO - Epoch [240][340/3757] lr: 1.084e-03, eta: 15:20:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8344, loss_cls: 1.4574, loss: 1.4574, grad_norm: 8.0827 2020-08-12 22:32:18,387 - mmaction - INFO - Epoch [240][360/3757] lr: 1.084e-03, eta: 15:20:23, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8469, loss_cls: 1.4145, loss: 1.4145, grad_norm: 7.9806 2020-08-12 22:32:34,297 - mmaction - INFO - Epoch [240][380/3757] lr: 1.084e-03, eta: 15:20:02, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8453, loss_cls: 1.4876, loss: 1.4876, grad_norm: 8.2024 2020-08-12 22:32:50,100 - mmaction - INFO - Epoch [240][400/3757] lr: 1.084e-03, eta: 15:19:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8305, loss_cls: 1.5303, loss: 1.5303, grad_norm: 8.7230 2020-08-12 22:33:06,157 - mmaction - INFO - Epoch [240][420/3757] lr: 1.084e-03, eta: 15:19:21, time: 0.802, data_time: 0.004, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4220, loss: 1.4220, grad_norm: 8.1169 2020-08-12 22:33:22,018 - mmaction - INFO - Epoch [240][440/3757] lr: 1.084e-03, eta: 15:19:00, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8336, loss_cls: 1.4680, loss: 1.4680, grad_norm: 8.1011 2020-08-12 22:33:37,780 - mmaction - INFO - Epoch [240][460/3757] lr: 1.084e-03, eta: 15:18:38, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8375, loss_cls: 1.4374, loss: 1.4374, grad_norm: 8.1902 2020-08-12 22:33:53,589 - mmaction - INFO - Epoch [240][480/3757] lr: 1.084e-03, eta: 15:18:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8570, loss_cls: 1.4246, loss: 1.4246, grad_norm: 8.1819 2020-08-12 22:34:09,445 - mmaction - INFO - Epoch [240][500/3757] lr: 1.084e-03, eta: 15:17:56, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8422, loss_cls: 1.4706, loss: 1.4706, grad_norm: 8.2196 2020-08-12 22:34:25,305 - mmaction - INFO - Epoch [240][520/3757] lr: 1.084e-03, eta: 15:17:35, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8359, loss_cls: 1.4630, loss: 1.4630, grad_norm: 8.0545 2020-08-12 22:34:41,174 - mmaction - INFO - Epoch [240][540/3757] lr: 1.084e-03, eta: 15:17:14, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8516, loss_cls: 1.4049, loss: 1.4049, grad_norm: 7.9390 2020-08-12 22:34:57,147 - mmaction - INFO - Epoch [240][560/3757] lr: 1.084e-03, eta: 15:16:54, time: 0.801, data_time: 0.006, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8289, loss_cls: 1.4904, loss: 1.4904, grad_norm: 8.0567 2020-08-12 22:35:12,862 - mmaction - INFO - Epoch [240][580/3757] lr: 1.084e-03, eta: 15:16:32, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8703, loss_cls: 1.2962, loss: 1.2962, grad_norm: 7.8760 2020-08-12 22:35:28,748 - mmaction - INFO - Epoch [240][600/3757] lr: 1.084e-03, eta: 15:16:12, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8453, loss_cls: 1.4486, loss: 1.4486, grad_norm: 8.2192 2020-08-12 22:35:44,538 - mmaction - INFO - Epoch [240][620/3757] lr: 1.084e-03, eta: 15:15:50, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8422, loss_cls: 1.4615, loss: 1.4615, grad_norm: 8.1159 2020-08-12 22:36:00,487 - mmaction - INFO - Epoch [240][640/3757] lr: 1.084e-03, eta: 15:15:30, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8398, loss_cls: 1.4134, loss: 1.4134, grad_norm: 7.9529 2020-08-12 22:36:16,356 - mmaction - INFO - Epoch [240][660/3757] lr: 1.084e-03, eta: 15:15:09, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8562, loss_cls: 1.3589, loss: 1.3589, grad_norm: 7.9890 2020-08-12 22:36:32,280 - mmaction - INFO - Epoch [240][680/3757] lr: 1.084e-03, eta: 15:14:48, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8367, loss_cls: 1.4355, loss: 1.4355, grad_norm: 7.9814 2020-08-12 22:36:48,232 - mmaction - INFO - Epoch [240][700/3757] lr: 1.084e-03, eta: 15:14:27, time: 0.800, data_time: 0.006, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.4045, loss: 1.4045, grad_norm: 8.1441 2020-08-12 22:37:04,031 - mmaction - INFO - Epoch [240][720/3757] lr: 1.084e-03, eta: 15:14:06, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8414, loss_cls: 1.4126, loss: 1.4126, grad_norm: 8.2227 2020-08-12 22:37:19,955 - mmaction - INFO - Epoch [240][740/3757] lr: 1.084e-03, eta: 15:13:46, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8453, loss_cls: 1.4766, loss: 1.4766, grad_norm: 8.3219 2020-08-12 22:37:35,855 - mmaction - INFO - Epoch [240][760/3757] lr: 1.084e-03, eta: 15:13:25, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8453, loss_cls: 1.4658, loss: 1.4658, grad_norm: 8.2029 2020-08-12 22:37:51,594 - mmaction - INFO - Epoch [240][780/3757] lr: 1.084e-03, eta: 15:13:04, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8367, loss_cls: 1.4421, loss: 1.4421, grad_norm: 7.9497 2020-08-12 22:38:07,378 - mmaction - INFO - Epoch [240][800/3757] lr: 1.084e-03, eta: 15:12:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8500, loss_cls: 1.4307, loss: 1.4307, grad_norm: 8.0835 2020-08-12 22:38:23,223 - mmaction - INFO - Epoch [240][820/3757] lr: 1.084e-03, eta: 15:12:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8469, loss_cls: 1.4488, loss: 1.4488, grad_norm: 8.1365 2020-08-12 22:38:39,031 - mmaction - INFO - Epoch [240][840/3757] lr: 1.084e-03, eta: 15:12:01, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.3850, loss: 1.3850, grad_norm: 8.0748 2020-08-12 22:38:54,899 - mmaction - INFO - Epoch [240][860/3757] lr: 1.084e-03, eta: 15:11:40, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8492, loss_cls: 1.3631, loss: 1.3631, grad_norm: 8.1096 2020-08-12 22:39:10,800 - mmaction - INFO - Epoch [240][880/3757] lr: 1.084e-03, eta: 15:11:19, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8539, loss_cls: 1.3754, loss: 1.3754, grad_norm: 8.0336 2020-08-12 22:39:26,615 - mmaction - INFO - Epoch [240][900/3757] lr: 1.084e-03, eta: 15:10:58, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8383, loss_cls: 1.4225, loss: 1.4225, grad_norm: 8.0734 2020-08-12 22:39:42,504 - mmaction - INFO - Epoch [240][920/3757] lr: 1.084e-03, eta: 15:10:37, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8336, loss_cls: 1.4605, loss: 1.4605, grad_norm: 8.0825 2020-08-12 22:39:58,336 - mmaction - INFO - Epoch [240][940/3757] lr: 1.084e-03, eta: 15:10:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8484, loss_cls: 1.3750, loss: 1.3750, grad_norm: 7.8677 2020-08-12 22:40:14,133 - mmaction - INFO - Epoch [240][960/3757] lr: 1.084e-03, eta: 15:09:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8492, loss_cls: 1.3908, loss: 1.3908, grad_norm: 7.9525 2020-08-12 22:40:29,982 - mmaction - INFO - Epoch [240][980/3757] lr: 1.084e-03, eta: 15:09:35, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8562, loss_cls: 1.3471, loss: 1.3471, grad_norm: 7.9900 2020-08-12 22:40:45,852 - mmaction - INFO - Epoch [240][1000/3757] lr: 1.084e-03, eta: 15:09:14, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8336, loss_cls: 1.4474, loss: 1.4474, grad_norm: 8.1149 2020-08-12 22:41:01,642 - mmaction - INFO - Epoch [240][1020/3757] lr: 1.084e-03, eta: 15:08:53, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8492, loss_cls: 1.4608, loss: 1.4608, grad_norm: 8.3272 2020-08-12 22:41:17,550 - mmaction - INFO - Epoch [240][1040/3757] lr: 1.084e-03, eta: 15:08:32, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8359, loss_cls: 1.4881, loss: 1.4881, grad_norm: 8.2429 2020-08-12 22:41:33,404 - mmaction - INFO - Epoch [240][1060/3757] lr: 1.084e-03, eta: 15:08:11, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.4026, loss: 1.4026, grad_norm: 8.0122 2020-08-12 22:41:49,237 - mmaction - INFO - Epoch [240][1080/3757] lr: 1.084e-03, eta: 15:07:51, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8383, loss_cls: 1.4884, loss: 1.4884, grad_norm: 8.5118 2020-08-12 22:42:05,111 - mmaction - INFO - Epoch [240][1100/3757] lr: 1.084e-03, eta: 15:07:30, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8484, loss_cls: 1.4552, loss: 1.4552, grad_norm: 8.2010 2020-08-12 22:42:20,924 - mmaction - INFO - Epoch [240][1120/3757] lr: 1.084e-03, eta: 15:07:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8398, loss_cls: 1.5017, loss: 1.5017, grad_norm: 8.3189 2020-08-12 22:42:36,746 - mmaction - INFO - Epoch [240][1140/3757] lr: 1.084e-03, eta: 15:06:48, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.4070, loss: 1.4070, grad_norm: 8.2207 2020-08-12 22:42:52,640 - mmaction - INFO - Epoch [240][1160/3757] lr: 1.084e-03, eta: 15:06:28, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8422, loss_cls: 1.4907, loss: 1.4907, grad_norm: 8.3930 2020-08-12 22:43:08,350 - mmaction - INFO - Epoch [240][1180/3757] lr: 1.084e-03, eta: 15:06:06, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8438, loss_cls: 1.4504, loss: 1.4504, grad_norm: 8.4256 2020-08-12 22:43:24,222 - mmaction - INFO - Epoch [240][1200/3757] lr: 1.084e-03, eta: 15:05:46, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8547, loss_cls: 1.4376, loss: 1.4376, grad_norm: 8.1453 2020-08-12 22:43:39,937 - mmaction - INFO - Epoch [240][1220/3757] lr: 1.084e-03, eta: 15:05:25, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8625, loss_cls: 1.2948, loss: 1.2948, grad_norm: 7.8751 2020-08-12 22:43:55,729 - mmaction - INFO - Epoch [240][1240/3757] lr: 1.084e-03, eta: 15:05:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8367, loss_cls: 1.4480, loss: 1.4480, grad_norm: 8.0623 2020-08-12 22:44:11,571 - mmaction - INFO - Epoch [240][1260/3757] lr: 1.084e-03, eta: 15:04:43, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8594, loss_cls: 1.4042, loss: 1.4042, grad_norm: 8.1759 2020-08-12 22:44:27,328 - mmaction - INFO - Epoch [240][1280/3757] lr: 1.084e-03, eta: 15:04:22, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8414, loss_cls: 1.4185, loss: 1.4185, grad_norm: 8.2166 2020-08-12 22:44:43,085 - mmaction - INFO - Epoch [240][1300/3757] lr: 1.084e-03, eta: 15:04:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8492, loss_cls: 1.3902, loss: 1.3902, grad_norm: 8.2156 2020-08-12 22:44:58,918 - mmaction - INFO - Epoch [240][1320/3757] lr: 1.084e-03, eta: 15:03:40, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8617, loss_cls: 1.3415, loss: 1.3415, grad_norm: 7.9337 2020-08-12 22:45:14,824 - mmaction - INFO - Epoch [240][1340/3757] lr: 1.084e-03, eta: 15:03:20, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8320, loss_cls: 1.5242, loss: 1.5242, grad_norm: 8.4542 2020-08-12 22:45:30,622 - mmaction - INFO - Epoch [240][1360/3757] lr: 1.084e-03, eta: 15:02:59, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8375, loss_cls: 1.4699, loss: 1.4699, grad_norm: 8.1074 2020-08-12 22:45:46,427 - mmaction - INFO - Epoch [240][1380/3757] lr: 1.084e-03, eta: 15:02:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8391, loss_cls: 1.4402, loss: 1.4402, grad_norm: 7.8671 2020-08-12 22:46:02,324 - mmaction - INFO - Epoch [240][1400/3757] lr: 1.084e-03, eta: 15:02:18, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8461, loss_cls: 1.4446, loss: 1.4446, grad_norm: 8.2692 2020-08-12 22:46:18,172 - mmaction - INFO - Epoch [240][1420/3757] lr: 1.084e-03, eta: 15:01:57, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8250, loss_cls: 1.5602, loss: 1.5602, grad_norm: 8.2997 2020-08-12 22:46:34,029 - mmaction - INFO - Epoch [240][1440/3757] lr: 1.084e-03, eta: 15:01:36, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.4013, loss: 1.4013, grad_norm: 7.9208 2020-08-12 22:46:49,790 - mmaction - INFO - Epoch [240][1460/3757] lr: 1.084e-03, eta: 15:01:16, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8391, loss_cls: 1.4307, loss: 1.4307, grad_norm: 7.9256 2020-08-12 22:47:05,619 - mmaction - INFO - Epoch [240][1480/3757] lr: 1.084e-03, eta: 15:00:55, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8594, loss_cls: 1.3739, loss: 1.3739, grad_norm: 8.2823 2020-08-12 22:47:21,461 - mmaction - INFO - Epoch [240][1500/3757] lr: 1.084e-03, eta: 15:00:34, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8305, loss_cls: 1.4792, loss: 1.4792, grad_norm: 8.4889 2020-08-12 22:47:37,326 - mmaction - INFO - Epoch [240][1520/3757] lr: 1.084e-03, eta: 15:00:14, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8562, loss_cls: 1.3602, loss: 1.3602, grad_norm: 7.9159 2020-08-12 22:47:53,234 - mmaction - INFO - Epoch [240][1540/3757] lr: 1.084e-03, eta: 14:59:53, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8297, loss_cls: 1.5237, loss: 1.5237, grad_norm: 8.3125 2020-08-12 22:48:09,150 - mmaction - INFO - Epoch [240][1560/3757] lr: 1.084e-03, eta: 14:59:33, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8461, loss_cls: 1.4044, loss: 1.4044, grad_norm: 8.1759 2020-08-12 22:48:24,950 - mmaction - INFO - Epoch [240][1580/3757] lr: 1.084e-03, eta: 14:59:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8578, loss_cls: 1.3824, loss: 1.3824, grad_norm: 8.1226 2020-08-12 22:48:40,855 - mmaction - INFO - Epoch [240][1600/3757] lr: 1.084e-03, eta: 14:58:51, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8477, loss_cls: 1.4098, loss: 1.4098, grad_norm: 8.1607 2020-08-12 22:48:56,665 - mmaction - INFO - Epoch [240][1620/3757] lr: 1.084e-03, eta: 14:58:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4709, loss: 1.4709, grad_norm: 8.1374 2020-08-12 22:49:12,510 - mmaction - INFO - Epoch [240][1640/3757] lr: 1.084e-03, eta: 14:58:10, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8352, loss_cls: 1.4832, loss: 1.4832, grad_norm: 7.9565 2020-08-12 22:49:28,439 - mmaction - INFO - Epoch [240][1660/3757] lr: 1.084e-03, eta: 14:57:50, time: 0.794, data_time: 0.008, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8508, loss_cls: 1.3979, loss: 1.3979, grad_norm: 7.9516 2020-08-12 22:49:44,292 - mmaction - INFO - Epoch [240][1680/3757] lr: 1.084e-03, eta: 14:57:29, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8555, loss_cls: 1.3753, loss: 1.3753, grad_norm: 7.9876 2020-08-12 22:50:00,082 - mmaction - INFO - Epoch [240][1700/3757] lr: 1.084e-03, eta: 14:57:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8367, loss_cls: 1.5461, loss: 1.5461, grad_norm: 8.4260 2020-08-12 22:50:15,975 - mmaction - INFO - Epoch [240][1720/3757] lr: 1.084e-03, eta: 14:56:48, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8227, loss_cls: 1.5216, loss: 1.5216, grad_norm: 8.2805 2020-08-12 22:50:31,836 - mmaction - INFO - Epoch [240][1740/3757] lr: 1.084e-03, eta: 14:56:27, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8445, loss_cls: 1.3911, loss: 1.3911, grad_norm: 7.9065 2020-08-12 22:50:47,627 - mmaction - INFO - Epoch [240][1760/3757] lr: 1.084e-03, eta: 14:56:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8336, loss_cls: 1.5139, loss: 1.5139, grad_norm: 8.2937 2020-08-12 22:51:03,317 - mmaction - INFO - Epoch [240][1780/3757] lr: 1.084e-03, eta: 14:55:46, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8422, loss_cls: 1.4446, loss: 1.4446, grad_norm: 8.3677 2020-08-12 22:51:19,204 - mmaction - INFO - Epoch [240][1800/3757] lr: 1.084e-03, eta: 14:55:25, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8430, loss_cls: 1.4425, loss: 1.4425, grad_norm: 8.1935 2020-08-12 22:51:35,038 - mmaction - INFO - Epoch [240][1820/3757] lr: 1.084e-03, eta: 14:55:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8328, loss_cls: 1.4535, loss: 1.4535, grad_norm: 8.2972 2020-08-12 22:51:50,849 - mmaction - INFO - Epoch [240][1840/3757] lr: 1.084e-03, eta: 14:54:44, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.3495, loss: 1.3495, grad_norm: 8.0240 2020-08-12 22:52:06,645 - mmaction - INFO - Epoch [240][1860/3757] lr: 1.084e-03, eta: 14:54:23, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8281, loss_cls: 1.5251, loss: 1.5251, grad_norm: 8.2978 2020-08-12 22:52:22,418 - mmaction - INFO - Epoch [240][1880/3757] lr: 1.084e-03, eta: 14:54:03, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8438, loss_cls: 1.4081, loss: 1.4081, grad_norm: 8.1664 2020-08-12 22:52:38,280 - mmaction - INFO - Epoch [240][1900/3757] lr: 1.084e-03, eta: 14:53:42, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8453, loss_cls: 1.5232, loss: 1.5232, grad_norm: 8.2827 2020-08-12 22:52:54,234 - mmaction - INFO - Epoch [240][1920/3757] lr: 1.084e-03, eta: 14:53:22, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8492, loss_cls: 1.4237, loss: 1.4237, grad_norm: 8.1858 2020-08-12 22:53:09,982 - mmaction - INFO - Epoch [240][1940/3757] lr: 1.084e-03, eta: 14:53:01, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8516, loss_cls: 1.4220, loss: 1.4220, grad_norm: 8.2171 2020-08-12 22:53:25,843 - mmaction - INFO - Epoch [240][1960/3757] lr: 1.084e-03, eta: 14:52:41, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8344, loss_cls: 1.4185, loss: 1.4185, grad_norm: 8.0294 2020-08-12 22:53:41,667 - mmaction - INFO - Epoch [240][1980/3757] lr: 1.084e-03, eta: 14:52:20, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8539, loss_cls: 1.4388, loss: 1.4388, grad_norm: 8.0110 2020-08-12 22:53:57,474 - mmaction - INFO - Epoch [240][2000/3757] lr: 1.084e-03, eta: 14:52:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8445, loss_cls: 1.4252, loss: 1.4252, grad_norm: 7.9219 2020-08-12 22:54:13,345 - mmaction - INFO - Epoch [240][2020/3757] lr: 1.084e-03, eta: 14:51:39, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8508, loss_cls: 1.3794, loss: 1.3794, grad_norm: 8.2028 2020-08-12 22:54:29,163 - mmaction - INFO - Epoch [240][2040/3757] lr: 1.084e-03, eta: 14:51:19, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8562, loss_cls: 1.4072, loss: 1.4072, grad_norm: 8.1760 2020-08-12 22:54:44,977 - mmaction - INFO - Epoch [240][2060/3757] lr: 1.084e-03, eta: 14:50:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8523, loss_cls: 1.4172, loss: 1.4172, grad_norm: 8.0572 2020-08-12 22:55:00,767 - mmaction - INFO - Epoch [240][2080/3757] lr: 1.084e-03, eta: 14:50:38, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8398, loss_cls: 1.5383, loss: 1.5383, grad_norm: 8.6125 2020-08-12 22:55:16,588 - mmaction - INFO - Epoch [240][2100/3757] lr: 1.084e-03, eta: 14:50:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8602, loss_cls: 1.3984, loss: 1.3984, grad_norm: 8.1446 2020-08-12 22:55:32,399 - mmaction - INFO - Epoch [240][2120/3757] lr: 1.084e-03, eta: 14:49:57, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6289, top5_acc: 0.8336, loss_cls: 1.5116, loss: 1.5116, grad_norm: 8.2618 2020-08-12 22:55:48,247 - mmaction - INFO - Epoch [240][2140/3757] lr: 1.084e-03, eta: 14:49:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8484, loss_cls: 1.4538, loss: 1.4538, grad_norm: 8.4530 2020-08-12 22:56:04,010 - mmaction - INFO - Epoch [240][2160/3757] lr: 1.084e-03, eta: 14:49:16, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8516, loss_cls: 1.4332, loss: 1.4332, grad_norm: 8.3259 2020-08-12 22:56:19,800 - mmaction - INFO - Epoch [240][2180/3757] lr: 1.084e-03, eta: 14:48:55, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8375, loss_cls: 1.4507, loss: 1.4507, grad_norm: 8.2145 2020-08-12 22:56:35,638 - mmaction - INFO - Epoch [240][2200/3757] lr: 1.084e-03, eta: 14:48:35, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8453, loss_cls: 1.4367, loss: 1.4367, grad_norm: 8.3954 2020-08-12 22:56:51,461 - mmaction - INFO - Epoch [240][2220/3757] lr: 1.084e-03, eta: 14:48:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8367, loss_cls: 1.5095, loss: 1.5095, grad_norm: 8.2900 2020-08-12 22:57:07,235 - mmaction - INFO - Epoch [240][2240/3757] lr: 1.084e-03, eta: 14:47:54, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.4236, loss: 1.4236, grad_norm: 8.1467 2020-08-12 22:57:23,045 - mmaction - INFO - Epoch [240][2260/3757] lr: 1.084e-03, eta: 14:47:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8469, loss_cls: 1.4153, loss: 1.4153, grad_norm: 8.2056 2020-08-12 22:57:38,826 - mmaction - INFO - Epoch [240][2280/3757] lr: 1.084e-03, eta: 14:47:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8359, loss_cls: 1.4657, loss: 1.4657, grad_norm: 8.2103 2020-08-12 22:57:54,670 - mmaction - INFO - Epoch [240][2300/3757] lr: 1.084e-03, eta: 14:46:52, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8297, loss_cls: 1.5362, loss: 1.5362, grad_norm: 8.3990 2020-08-12 22:58:10,519 - mmaction - INFO - Epoch [240][2320/3757] lr: 1.084e-03, eta: 14:46:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8508, loss_cls: 1.4447, loss: 1.4447, grad_norm: 8.3484 2020-08-12 22:58:26,334 - mmaction - INFO - Epoch [240][2340/3757] lr: 1.084e-03, eta: 14:46:11, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.4040, loss: 1.4040, grad_norm: 8.2291 2020-08-12 22:58:42,203 - mmaction - INFO - Epoch [240][2360/3757] lr: 1.084e-03, eta: 14:45:51, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8445, loss_cls: 1.3948, loss: 1.3948, grad_norm: 8.0653 2020-08-12 22:58:58,071 - mmaction - INFO - Epoch [240][2380/3757] lr: 1.084e-03, eta: 14:45:31, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8477, loss_cls: 1.4333, loss: 1.4333, grad_norm: 8.2374 2020-08-12 22:59:13,866 - mmaction - INFO - Epoch [240][2400/3757] lr: 1.084e-03, eta: 14:45:10, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8203, loss_cls: 1.5194, loss: 1.5194, grad_norm: 8.4237 2020-08-12 22:59:29,745 - mmaction - INFO - Epoch [240][2420/3757] lr: 1.084e-03, eta: 14:44:50, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8562, loss_cls: 1.4055, loss: 1.4055, grad_norm: 8.0577 2020-08-12 22:59:45,576 - mmaction - INFO - Epoch [240][2440/3757] lr: 1.084e-03, eta: 14:44:30, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6258, top5_acc: 0.8414, loss_cls: 1.5276, loss: 1.5276, grad_norm: 8.5705 2020-08-12 23:00:01,304 - mmaction - INFO - Epoch [240][2460/3757] lr: 1.084e-03, eta: 14:44:09, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8422, loss_cls: 1.4430, loss: 1.4430, grad_norm: 8.4411 2020-08-12 23:00:23,458 - mmaction - INFO - Epoch [240][2480/3757] lr: 1.084e-03, eta: 14:44:01, time: 1.085, data_time: 0.005, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.4275, loss: 1.4275, grad_norm: 8.0694 2020-08-12 23:00:39,374 - mmaction - INFO - Epoch [240][2500/3757] lr: 1.084e-03, eta: 14:43:42, time: 0.818, data_time: 0.032, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8383, loss_cls: 1.4665, loss: 1.4665, grad_norm: 8.1938 2020-08-12 23:00:55,120 - mmaction - INFO - Epoch [240][2520/3757] lr: 1.084e-03, eta: 14:43:21, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8531, loss_cls: 1.3908, loss: 1.3908, grad_norm: 8.6891 2020-08-12 23:01:10,878 - mmaction - INFO - Epoch [240][2540/3757] lr: 1.084e-03, eta: 14:43:01, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8313, loss_cls: 1.4943, loss: 1.4943, grad_norm: 8.2991 2020-08-12 23:01:26,595 - mmaction - INFO - Epoch [240][2560/3757] lr: 1.084e-03, eta: 14:42:40, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8445, loss_cls: 1.4337, loss: 1.4337, grad_norm: 8.0657 2020-08-12 23:01:42,449 - mmaction - INFO - Epoch [240][2580/3757] lr: 1.084e-03, eta: 14:42:20, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8281, loss_cls: 1.4935, loss: 1.4935, grad_norm: 8.0847 2020-08-12 23:01:58,218 - mmaction - INFO - Epoch [240][2600/3757] lr: 1.084e-03, eta: 14:42:00, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8547, loss_cls: 1.4108, loss: 1.4108, grad_norm: 8.1900 2020-08-12 23:02:14,180 - mmaction - INFO - Epoch [240][2620/3757] lr: 1.084e-03, eta: 14:41:39, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8453, loss_cls: 1.4910, loss: 1.4910, grad_norm: 8.5462 2020-08-12 23:02:29,958 - mmaction - INFO - Epoch [240][2640/3757] lr: 1.084e-03, eta: 14:41:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8508, loss_cls: 1.3735, loss: 1.3735, grad_norm: 7.9663 2020-08-12 23:02:45,803 - mmaction - INFO - Epoch [240][2660/3757] lr: 1.084e-03, eta: 14:40:59, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8484, loss_cls: 1.4050, loss: 1.4050, grad_norm: 8.2269 2020-08-12 23:03:01,576 - mmaction - INFO - Epoch [240][2680/3757] lr: 1.084e-03, eta: 14:40:38, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8297, loss_cls: 1.4823, loss: 1.4823, grad_norm: 8.3905 2020-08-12 23:03:17,470 - mmaction - INFO - Epoch [240][2700/3757] lr: 1.084e-03, eta: 14:40:18, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8500, loss_cls: 1.4404, loss: 1.4404, grad_norm: 8.3530 2020-08-12 23:03:33,192 - mmaction - INFO - Epoch [240][2720/3757] lr: 1.084e-03, eta: 14:39:58, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8586, loss_cls: 1.4158, loss: 1.4158, grad_norm: 8.2308 2020-08-12 23:03:49,002 - mmaction - INFO - Epoch [240][2740/3757] lr: 1.084e-03, eta: 14:39:37, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8523, loss_cls: 1.4281, loss: 1.4281, grad_norm: 8.0488 2020-08-12 23:04:04,860 - mmaction - INFO - Epoch [240][2760/3757] lr: 1.084e-03, eta: 14:39:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8383, loss_cls: 1.5372, loss: 1.5372, grad_norm: 8.6761 2020-08-12 23:04:20,699 - mmaction - INFO - Epoch [240][2780/3757] lr: 1.084e-03, eta: 14:38:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8547, loss_cls: 1.4552, loss: 1.4552, grad_norm: 8.4106 2020-08-12 23:04:36,531 - mmaction - INFO - Epoch [240][2800/3757] lr: 1.084e-03, eta: 14:38:36, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8414, loss_cls: 1.4857, loss: 1.4857, grad_norm: 8.0634 2020-08-12 23:04:52,377 - mmaction - INFO - Epoch [240][2820/3757] lr: 1.084e-03, eta: 14:38:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8320, loss_cls: 1.4608, loss: 1.4608, grad_norm: 8.1587 2020-08-12 23:05:08,232 - mmaction - INFO - Epoch [240][2840/3757] lr: 1.084e-03, eta: 14:37:56, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8461, loss_cls: 1.3969, loss: 1.3969, grad_norm: 8.0733 2020-08-12 23:05:23,993 - mmaction - INFO - Epoch [240][2860/3757] lr: 1.084e-03, eta: 14:37:36, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8586, loss_cls: 1.3993, loss: 1.3993, grad_norm: 8.3887 2020-08-12 23:05:39,892 - mmaction - INFO - Epoch [240][2880/3757] lr: 1.084e-03, eta: 14:37:15, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8453, loss_cls: 1.4240, loss: 1.4240, grad_norm: 8.3309 2020-08-12 23:05:55,543 - mmaction - INFO - Epoch [240][2900/3757] lr: 1.084e-03, eta: 14:36:55, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8508, loss_cls: 1.4868, loss: 1.4868, grad_norm: 8.3509 2020-08-12 23:06:11,419 - mmaction - INFO - Epoch [240][2920/3757] lr: 1.084e-03, eta: 14:36:35, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8367, loss_cls: 1.5104, loss: 1.5104, grad_norm: 8.4733 2020-08-12 23:06:27,191 - mmaction - INFO - Epoch [240][2940/3757] lr: 1.084e-03, eta: 14:36:14, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8453, loss_cls: 1.4184, loss: 1.4184, grad_norm: 8.1246 2020-08-12 23:06:42,925 - mmaction - INFO - Epoch [240][2960/3757] lr: 1.084e-03, eta: 14:35:54, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4107, loss: 1.4107, grad_norm: 7.9391 2020-08-12 23:06:58,718 - mmaction - INFO - Epoch [240][2980/3757] lr: 1.084e-03, eta: 14:35:34, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8297, loss_cls: 1.5049, loss: 1.5049, grad_norm: 8.3202 2020-08-12 23:07:14,534 - mmaction - INFO - Epoch [240][3000/3757] lr: 1.084e-03, eta: 14:35:13, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8359, loss_cls: 1.4353, loss: 1.4353, grad_norm: 8.0653 2020-08-12 23:07:30,413 - mmaction - INFO - Epoch [240][3020/3757] lr: 1.084e-03, eta: 14:34:53, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8453, loss_cls: 1.4854, loss: 1.4854, grad_norm: 8.4498 2020-08-12 23:07:46,230 - mmaction - INFO - Epoch [240][3040/3757] lr: 1.084e-03, eta: 14:34:33, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8422, loss_cls: 1.4527, loss: 1.4527, grad_norm: 8.2133 2020-08-12 23:08:01,991 - mmaction - INFO - Epoch [240][3060/3757] lr: 1.084e-03, eta: 14:34:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8375, loss_cls: 1.4357, loss: 1.4357, grad_norm: 8.3604 2020-08-12 23:08:17,679 - mmaction - INFO - Epoch [240][3080/3757] lr: 1.084e-03, eta: 14:33:52, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8523, loss_cls: 1.4154, loss: 1.4154, grad_norm: 8.1869 2020-08-12 23:08:33,498 - mmaction - INFO - Epoch [240][3100/3757] lr: 1.084e-03, eta: 14:33:32, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8305, loss_cls: 1.5394, loss: 1.5394, grad_norm: 8.3838 2020-08-12 23:08:49,124 - mmaction - INFO - Epoch [240][3120/3757] lr: 1.084e-03, eta: 14:33:11, time: 0.783, data_time: 0.002, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8352, loss_cls: 1.5191, loss: 1.5191, grad_norm: 8.2794 2020-08-12 23:09:04,918 - mmaction - INFO - Epoch [240][3140/3757] lr: 1.084e-03, eta: 14:32:51, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8359, loss_cls: 1.5013, loss: 1.5013, grad_norm: 8.4017 2020-08-12 23:09:20,629 - mmaction - INFO - Epoch [240][3160/3757] lr: 1.084e-03, eta: 14:32:31, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8492, loss_cls: 1.4761, loss: 1.4761, grad_norm: 8.4989 2020-08-12 23:09:36,550 - mmaction - INFO - Epoch [240][3180/3757] lr: 1.084e-03, eta: 14:32:11, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8602, loss_cls: 1.3656, loss: 1.3656, grad_norm: 7.9652 2020-08-12 23:09:52,321 - mmaction - INFO - Epoch [240][3200/3757] lr: 1.084e-03, eta: 14:31:50, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8477, loss_cls: 1.5156, loss: 1.5156, grad_norm: 8.5947 2020-08-12 23:10:08,154 - mmaction - INFO - Epoch [240][3220/3757] lr: 1.084e-03, eta: 14:31:30, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8359, loss_cls: 1.4604, loss: 1.4604, grad_norm: 8.2429 2020-08-12 23:10:23,899 - mmaction - INFO - Epoch [240][3240/3757] lr: 1.084e-03, eta: 14:31:10, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8359, loss_cls: 1.4771, loss: 1.4771, grad_norm: 8.2594 2020-08-12 23:10:39,795 - mmaction - INFO - Epoch [240][3260/3757] lr: 1.084e-03, eta: 14:30:50, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8516, loss_cls: 1.3596, loss: 1.3596, grad_norm: 7.9103 2020-08-12 23:10:55,517 - mmaction - INFO - Epoch [240][3280/3757] lr: 1.084e-03, eta: 14:30:30, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4416, loss: 1.4416, grad_norm: 8.2423 2020-08-12 23:11:11,454 - mmaction - INFO - Epoch [240][3300/3757] lr: 1.084e-03, eta: 14:30:10, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8313, loss_cls: 1.4640, loss: 1.4640, grad_norm: 8.3089 2020-08-12 23:11:27,258 - mmaction - INFO - Epoch [240][3320/3757] lr: 1.084e-03, eta: 14:29:50, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8180, loss_cls: 1.5740, loss: 1.5740, grad_norm: 8.6745 2020-08-12 23:11:42,991 - mmaction - INFO - Epoch [240][3340/3757] lr: 1.084e-03, eta: 14:29:29, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8523, loss_cls: 1.4030, loss: 1.4030, grad_norm: 8.0861 2020-08-12 23:11:58,979 - mmaction - INFO - Epoch [240][3360/3757] lr: 1.084e-03, eta: 14:29:09, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8414, loss_cls: 1.4314, loss: 1.4314, grad_norm: 8.0866 2020-08-12 23:12:14,766 - mmaction - INFO - Epoch [240][3380/3757] lr: 1.084e-03, eta: 14:28:49, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8508, loss_cls: 1.3795, loss: 1.3795, grad_norm: 8.0660 2020-08-12 23:12:30,569 - mmaction - INFO - Epoch [240][3400/3757] lr: 1.084e-03, eta: 14:28:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8414, loss_cls: 1.4245, loss: 1.4245, grad_norm: 8.0965 2020-08-12 23:12:46,319 - mmaction - INFO - Epoch [240][3420/3757] lr: 1.084e-03, eta: 14:28:09, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8297, loss_cls: 1.5717, loss: 1.5717, grad_norm: 8.4248 2020-08-12 23:13:02,017 - mmaction - INFO - Epoch [240][3440/3757] lr: 1.084e-03, eta: 14:27:49, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.3980, loss: 1.3980, grad_norm: 8.0394 2020-08-12 23:13:17,817 - mmaction - INFO - Epoch [240][3460/3757] lr: 1.084e-03, eta: 14:27:28, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8477, loss_cls: 1.4170, loss: 1.4170, grad_norm: 8.1449 2020-08-12 23:13:33,653 - mmaction - INFO - Epoch [240][3480/3757] lr: 1.084e-03, eta: 14:27:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8313, loss_cls: 1.4856, loss: 1.4856, grad_norm: 8.3515 2020-08-12 23:13:49,487 - mmaction - INFO - Epoch [240][3500/3757] lr: 1.084e-03, eta: 14:26:48, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8367, loss_cls: 1.4566, loss: 1.4566, grad_norm: 8.0152 2020-08-12 23:14:05,346 - mmaction - INFO - Epoch [240][3520/3757] lr: 1.084e-03, eta: 14:26:28, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8477, loss_cls: 1.4227, loss: 1.4227, grad_norm: 8.2638 2020-08-12 23:14:21,163 - mmaction - INFO - Epoch [240][3540/3757] lr: 1.084e-03, eta: 14:26:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.3964, loss: 1.3964, grad_norm: 8.1375 2020-08-12 23:14:36,927 - mmaction - INFO - Epoch [240][3560/3757] lr: 1.084e-03, eta: 14:25:48, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8375, loss_cls: 1.4576, loss: 1.4576, grad_norm: 8.0076 2020-08-12 23:14:52,771 - mmaction - INFO - Epoch [240][3580/3757] lr: 1.084e-03, eta: 14:25:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8539, loss_cls: 1.4011, loss: 1.4011, grad_norm: 8.1841 2020-08-12 23:15:08,562 - mmaction - INFO - Epoch [240][3600/3757] lr: 1.084e-03, eta: 14:25:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8398, loss_cls: 1.4914, loss: 1.4914, grad_norm: 8.2233 2020-08-12 23:15:24,420 - mmaction - INFO - Epoch [240][3620/3757] lr: 1.084e-03, eta: 14:24:48, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8391, loss_cls: 1.4746, loss: 1.4746, grad_norm: 8.1967 2020-08-12 23:15:40,331 - mmaction - INFO - Epoch [240][3640/3757] lr: 1.084e-03, eta: 14:24:28, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8406, loss_cls: 1.4770, loss: 1.4770, grad_norm: 8.2564 2020-08-12 23:15:56,102 - mmaction - INFO - Epoch [240][3660/3757] lr: 1.084e-03, eta: 14:24:08, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4840, loss: 1.4840, grad_norm: 8.5479 2020-08-12 23:16:11,957 - mmaction - INFO - Epoch [240][3680/3757] lr: 1.084e-03, eta: 14:23:48, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8469, loss_cls: 1.4538, loss: 1.4538, grad_norm: 7.9649 2020-08-12 23:16:27,682 - mmaction - INFO - Epoch [240][3700/3757] lr: 1.084e-03, eta: 14:23:28, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8359, loss_cls: 1.4888, loss: 1.4888, grad_norm: 7.9762 2020-08-12 23:16:43,454 - mmaction - INFO - Epoch [240][3720/3757] lr: 1.084e-03, eta: 14:23:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8320, loss_cls: 1.4877, loss: 1.4877, grad_norm: 8.2030 2020-08-12 23:16:59,285 - mmaction - INFO - Epoch [240][3740/3757] lr: 1.084e-03, eta: 14:22:48, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8469, loss_cls: 1.4335, loss: 1.4335, grad_norm: 8.0410 2020-08-12 23:17:32,058 - mmaction - INFO - Saving checkpoint at 240 epochs 2020-08-12 23:21:06,055 - mmaction - INFO - Epoch [241][20/3757] lr: 9.607e-04, eta: 14:28:17, time: 10.635, data_time: 9.736, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8430, loss_cls: 1.4691, loss: 1.4691, grad_norm: 8.4989 2020-08-12 23:21:21,846 - mmaction - INFO - Epoch [241][40/3757] lr: 9.607e-04, eta: 14:27:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4594, loss: 1.4594, grad_norm: 8.2870 2020-08-12 23:21:37,668 - mmaction - INFO - Epoch [241][60/3757] lr: 9.607e-04, eta: 14:27:36, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8289, loss_cls: 1.5572, loss: 1.5572, grad_norm: 8.5127 2020-08-12 23:21:53,525 - mmaction - INFO - Epoch [241][80/3757] lr: 9.607e-04, eta: 14:27:16, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8609, loss_cls: 1.3803, loss: 1.3803, grad_norm: 7.9923 2020-08-12 23:22:09,377 - mmaction - INFO - Epoch [241][100/3757] lr: 9.607e-04, eta: 14:26:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8242, loss_cls: 1.5315, loss: 1.5315, grad_norm: 8.3037 2020-08-12 23:22:25,206 - mmaction - INFO - Epoch [241][120/3757] lr: 9.607e-04, eta: 14:26:35, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.4218, loss: 1.4218, grad_norm: 8.2543 2020-08-12 23:22:41,011 - mmaction - INFO - Epoch [241][140/3757] lr: 9.607e-04, eta: 14:26:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8484, loss_cls: 1.3967, loss: 1.3967, grad_norm: 8.1513 2020-08-12 23:22:56,835 - mmaction - INFO - Epoch [241][160/3757] lr: 9.607e-04, eta: 14:25:55, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.4048, loss: 1.4048, grad_norm: 8.1309 2020-08-12 23:23:12,590 - mmaction - INFO - Epoch [241][180/3757] lr: 9.607e-04, eta: 14:25:34, time: 0.787, data_time: 0.000, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8414, loss_cls: 1.4344, loss: 1.4344, grad_norm: 8.2845 2020-08-12 23:23:28,385 - mmaction - INFO - Epoch [241][200/3757] lr: 9.607e-04, eta: 14:25:14, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8398, loss_cls: 1.4564, loss: 1.4564, grad_norm: 7.9333 2020-08-12 23:23:44,138 - mmaction - INFO - Epoch [241][220/3757] lr: 9.607e-04, eta: 14:24:53, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8367, loss_cls: 1.4882, loss: 1.4882, grad_norm: 8.2147 2020-08-12 23:23:59,937 - mmaction - INFO - Epoch [241][240/3757] lr: 9.607e-04, eta: 14:24:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8438, loss_cls: 1.4326, loss: 1.4326, grad_norm: 8.2292 2020-08-12 23:24:15,743 - mmaction - INFO - Epoch [241][260/3757] lr: 9.607e-04, eta: 14:24:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8477, loss_cls: 1.4195, loss: 1.4195, grad_norm: 8.3606 2020-08-12 23:24:31,563 - mmaction - INFO - Epoch [241][280/3757] lr: 9.607e-04, eta: 14:23:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8602, loss_cls: 1.3960, loss: 1.3960, grad_norm: 8.3210 2020-08-12 23:24:47,348 - mmaction - INFO - Epoch [241][300/3757] lr: 9.607e-04, eta: 14:23:32, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8430, loss_cls: 1.4331, loss: 1.4331, grad_norm: 8.3869 2020-08-12 23:25:03,325 - mmaction - INFO - Epoch [241][320/3757] lr: 9.607e-04, eta: 14:23:12, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.3497, loss: 1.3497, grad_norm: 8.1380 2020-08-12 23:25:19,056 - mmaction - INFO - Epoch [241][340/3757] lr: 9.607e-04, eta: 14:22:52, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8531, loss_cls: 1.3752, loss: 1.3752, grad_norm: 8.1324 2020-08-12 23:25:34,851 - mmaction - INFO - Epoch [241][360/3757] lr: 9.607e-04, eta: 14:22:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8398, loss_cls: 1.3710, loss: 1.3710, grad_norm: 8.1281 2020-08-12 23:25:50,731 - mmaction - INFO - Epoch [241][380/3757] lr: 9.607e-04, eta: 14:22:11, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8641, loss_cls: 1.3939, loss: 1.3939, grad_norm: 8.2621 2020-08-12 23:26:06,600 - mmaction - INFO - Epoch [241][400/3757] lr: 9.607e-04, eta: 14:21:51, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.4076, loss: 1.4076, grad_norm: 8.7054 2020-08-12 23:26:22,459 - mmaction - INFO - Epoch [241][420/3757] lr: 9.607e-04, eta: 14:21:31, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8250, loss_cls: 1.5218, loss: 1.5218, grad_norm: 8.5572 2020-08-12 23:26:38,328 - mmaction - INFO - Epoch [241][440/3757] lr: 9.607e-04, eta: 14:21:11, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8602, loss_cls: 1.3926, loss: 1.3926, grad_norm: 8.0305 2020-08-12 23:26:54,181 - mmaction - INFO - Epoch [241][460/3757] lr: 9.607e-04, eta: 14:20:50, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8547, loss_cls: 1.3921, loss: 1.3921, grad_norm: 8.2254 2020-08-12 23:27:10,039 - mmaction - INFO - Epoch [241][480/3757] lr: 9.607e-04, eta: 14:20:30, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8516, loss_cls: 1.3795, loss: 1.3795, grad_norm: 8.2465 2020-08-12 23:27:25,843 - mmaction - INFO - Epoch [241][500/3757] lr: 9.607e-04, eta: 14:20:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8430, loss_cls: 1.4164, loss: 1.4164, grad_norm: 8.2015 2020-08-12 23:27:41,608 - mmaction - INFO - Epoch [241][520/3757] lr: 9.607e-04, eta: 14:19:50, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8477, loss_cls: 1.4184, loss: 1.4184, grad_norm: 8.1008 2020-08-12 23:27:57,459 - mmaction - INFO - Epoch [241][540/3757] lr: 9.607e-04, eta: 14:19:29, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8414, loss_cls: 1.4767, loss: 1.4767, grad_norm: 8.4394 2020-08-12 23:28:13,233 - mmaction - INFO - Epoch [241][560/3757] lr: 9.607e-04, eta: 14:19:09, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8422, loss_cls: 1.4128, loss: 1.4128, grad_norm: 8.0799 2020-08-12 23:28:29,066 - mmaction - INFO - Epoch [241][580/3757] lr: 9.607e-04, eta: 14:18:49, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.4029, loss: 1.4029, grad_norm: 7.9701 2020-08-12 23:28:44,963 - mmaction - INFO - Epoch [241][600/3757] lr: 9.607e-04, eta: 14:18:29, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8453, loss_cls: 1.4304, loss: 1.4304, grad_norm: 8.2129 2020-08-12 23:29:00,790 - mmaction - INFO - Epoch [241][620/3757] lr: 9.607e-04, eta: 14:18:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8328, loss_cls: 1.4561, loss: 1.4561, grad_norm: 8.1351 2020-08-12 23:29:16,552 - mmaction - INFO - Epoch [241][640/3757] lr: 9.607e-04, eta: 14:17:48, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8352, loss_cls: 1.4892, loss: 1.4892, grad_norm: 8.0791 2020-08-12 23:29:32,330 - mmaction - INFO - Epoch [241][660/3757] lr: 9.607e-04, eta: 14:17:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8313, loss_cls: 1.4588, loss: 1.4588, grad_norm: 8.2366 2020-08-12 23:29:48,175 - mmaction - INFO - Epoch [241][680/3757] lr: 9.607e-04, eta: 14:17:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8375, loss_cls: 1.3923, loss: 1.3923, grad_norm: 7.9071 2020-08-12 23:30:04,140 - mmaction - INFO - Epoch [241][700/3757] lr: 9.607e-04, eta: 14:16:48, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8484, loss_cls: 1.3704, loss: 1.3704, grad_norm: 8.1758 2020-08-12 23:30:19,839 - mmaction - INFO - Epoch [241][720/3757] lr: 9.607e-04, eta: 14:16:28, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8383, loss_cls: 1.4921, loss: 1.4921, grad_norm: 8.5644 2020-08-12 23:30:35,800 - mmaction - INFO - Epoch [241][740/3757] lr: 9.607e-04, eta: 14:16:08, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3963, loss: 1.3963, grad_norm: 8.1935 2020-08-12 23:30:51,684 - mmaction - INFO - Epoch [241][760/3757] lr: 9.607e-04, eta: 14:15:48, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8695, loss_cls: 1.3273, loss: 1.3273, grad_norm: 8.0556 2020-08-12 23:31:07,448 - mmaction - INFO - Epoch [241][780/3757] lr: 9.607e-04, eta: 14:15:27, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8531, loss_cls: 1.3378, loss: 1.3378, grad_norm: 7.9907 2020-08-12 23:31:23,275 - mmaction - INFO - Epoch [241][800/3757] lr: 9.607e-04, eta: 14:15:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8211, loss_cls: 1.5035, loss: 1.5035, grad_norm: 8.4159 2020-08-12 23:31:39,102 - mmaction - INFO - Epoch [241][820/3757] lr: 9.607e-04, eta: 14:14:47, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8438, loss_cls: 1.4367, loss: 1.4367, grad_norm: 8.1583 2020-08-12 23:31:54,885 - mmaction - INFO - Epoch [241][840/3757] lr: 9.607e-04, eta: 14:14:27, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8461, loss_cls: 1.4595, loss: 1.4595, grad_norm: 8.3621 2020-08-12 23:32:10,695 - mmaction - INFO - Epoch [241][860/3757] lr: 9.607e-04, eta: 14:14:07, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8641, loss_cls: 1.3851, loss: 1.3851, grad_norm: 8.1284 2020-08-12 23:32:26,375 - mmaction - INFO - Epoch [241][880/3757] lr: 9.607e-04, eta: 14:13:46, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8305, loss_cls: 1.4666, loss: 1.4666, grad_norm: 8.2871 2020-08-12 23:32:42,173 - mmaction - INFO - Epoch [241][900/3757] lr: 9.607e-04, eta: 14:13:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8625, loss_cls: 1.3767, loss: 1.3767, grad_norm: 8.0868 2020-08-12 23:32:57,961 - mmaction - INFO - Epoch [241][920/3757] lr: 9.607e-04, eta: 14:13:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8430, loss_cls: 1.4952, loss: 1.4952, grad_norm: 8.6466 2020-08-12 23:33:13,755 - mmaction - INFO - Epoch [241][940/3757] lr: 9.607e-04, eta: 14:12:46, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.4569, loss: 1.4569, grad_norm: 8.6153 2020-08-12 23:33:29,605 - mmaction - INFO - Epoch [241][960/3757] lr: 9.607e-04, eta: 14:12:26, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8469, loss_cls: 1.4718, loss: 1.4718, grad_norm: 8.3620 2020-08-12 23:33:45,347 - mmaction - INFO - Epoch [241][980/3757] lr: 9.607e-04, eta: 14:12:06, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8477, loss_cls: 1.3953, loss: 1.3953, grad_norm: 8.1047 2020-08-12 23:34:01,161 - mmaction - INFO - Epoch [241][1000/3757] lr: 9.607e-04, eta: 14:11:46, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8453, loss_cls: 1.3808, loss: 1.3808, grad_norm: 8.2714 2020-08-12 23:34:16,919 - mmaction - INFO - Epoch [241][1020/3757] lr: 9.607e-04, eta: 14:11:25, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8633, loss_cls: 1.3228, loss: 1.3228, grad_norm: 7.7904 2020-08-12 23:34:32,934 - mmaction - INFO - Epoch [241][1040/3757] lr: 9.607e-04, eta: 14:11:06, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8492, loss_cls: 1.4229, loss: 1.4229, grad_norm: 8.1845 2020-08-12 23:34:48,812 - mmaction - INFO - Epoch [241][1060/3757] lr: 9.607e-04, eta: 14:10:46, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8359, loss_cls: 1.4235, loss: 1.4235, grad_norm: 8.2482 2020-08-12 23:35:04,628 - mmaction - INFO - Epoch [241][1080/3757] lr: 9.607e-04, eta: 14:10:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8539, loss_cls: 1.4260, loss: 1.4260, grad_norm: 8.2213 2020-08-12 23:35:20,316 - mmaction - INFO - Epoch [241][1100/3757] lr: 9.607e-04, eta: 14:10:05, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8289, loss_cls: 1.4713, loss: 1.4713, grad_norm: 8.4787 2020-08-12 23:35:36,123 - mmaction - INFO - Epoch [241][1120/3757] lr: 9.607e-04, eta: 14:09:45, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8367, loss_cls: 1.4939, loss: 1.4939, grad_norm: 8.5645 2020-08-12 23:35:51,780 - mmaction - INFO - Epoch [241][1140/3757] lr: 9.607e-04, eta: 14:09:25, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8484, loss_cls: 1.4007, loss: 1.4007, grad_norm: 8.1704 2020-08-12 23:36:07,597 - mmaction - INFO - Epoch [241][1160/3757] lr: 9.607e-04, eta: 14:09:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8578, loss_cls: 1.4066, loss: 1.4066, grad_norm: 8.3271 2020-08-12 23:36:23,397 - mmaction - INFO - Epoch [241][1180/3757] lr: 9.607e-04, eta: 14:08:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8453, loss_cls: 1.4523, loss: 1.4523, grad_norm: 8.3325 2020-08-12 23:36:39,208 - mmaction - INFO - Epoch [241][1200/3757] lr: 9.607e-04, eta: 14:08:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8641, loss_cls: 1.3421, loss: 1.3421, grad_norm: 7.9435 2020-08-12 23:36:55,001 - mmaction - INFO - Epoch [241][1220/3757] lr: 9.607e-04, eta: 14:08:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8359, loss_cls: 1.4508, loss: 1.4508, grad_norm: 8.1950 2020-08-12 23:37:10,751 - mmaction - INFO - Epoch [241][1240/3757] lr: 9.607e-04, eta: 14:07:44, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8609, loss_cls: 1.3136, loss: 1.3136, grad_norm: 7.8523 2020-08-12 23:37:26,565 - mmaction - INFO - Epoch [241][1260/3757] lr: 9.607e-04, eta: 14:07:24, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6336, top5_acc: 0.8281, loss_cls: 1.5179, loss: 1.5179, grad_norm: 8.4146 2020-08-12 23:37:42,387 - mmaction - INFO - Epoch [241][1280/3757] lr: 9.607e-04, eta: 14:07:04, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8555, loss_cls: 1.3665, loss: 1.3665, grad_norm: 7.9878 2020-08-12 23:37:58,243 - mmaction - INFO - Epoch [241][1300/3757] lr: 9.607e-04, eta: 14:06:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8352, loss_cls: 1.4496, loss: 1.4496, grad_norm: 8.2997 2020-08-12 23:38:14,047 - mmaction - INFO - Epoch [241][1320/3757] lr: 9.607e-04, eta: 14:06:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8609, loss_cls: 1.3337, loss: 1.3337, grad_norm: 8.3375 2020-08-12 23:38:29,941 - mmaction - INFO - Epoch [241][1340/3757] lr: 9.607e-04, eta: 14:06:04, time: 0.796, data_time: 0.006, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8438, loss_cls: 1.4159, loss: 1.4159, grad_norm: 8.1952 2020-08-12 23:38:45,723 - mmaction - INFO - Epoch [241][1360/3757] lr: 9.607e-04, eta: 14:05:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8313, loss_cls: 1.4455, loss: 1.4455, grad_norm: 8.1344 2020-08-12 23:39:01,591 - mmaction - INFO - Epoch [241][1380/3757] lr: 9.607e-04, eta: 14:05:24, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8336, loss_cls: 1.5177, loss: 1.5177, grad_norm: 8.5133 2020-08-12 23:39:17,390 - mmaction - INFO - Epoch [241][1400/3757] lr: 9.607e-04, eta: 14:05:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8523, loss_cls: 1.3730, loss: 1.3730, grad_norm: 8.3472 2020-08-12 23:39:33,274 - mmaction - INFO - Epoch [241][1420/3757] lr: 9.607e-04, eta: 14:04:45, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8445, loss_cls: 1.4068, loss: 1.4068, grad_norm: 8.1807 2020-08-12 23:39:48,986 - mmaction - INFO - Epoch [241][1440/3757] lr: 9.607e-04, eta: 14:04:24, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3569, loss: 1.3569, grad_norm: 8.2024 2020-08-12 23:40:04,811 - mmaction - INFO - Epoch [241][1460/3757] lr: 9.607e-04, eta: 14:04:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8664, loss_cls: 1.3443, loss: 1.3443, grad_norm: 8.0153 2020-08-12 23:40:20,484 - mmaction - INFO - Epoch [241][1480/3757] lr: 9.607e-04, eta: 14:03:44, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8469, loss_cls: 1.4210, loss: 1.4210, grad_norm: 8.1794 2020-08-12 23:40:36,381 - mmaction - INFO - Epoch [241][1500/3757] lr: 9.607e-04, eta: 14:03:24, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8484, loss_cls: 1.3574, loss: 1.3574, grad_norm: 7.9991 2020-08-12 23:40:52,159 - mmaction - INFO - Epoch [241][1520/3757] lr: 9.607e-04, eta: 14:03:04, time: 0.789, data_time: 0.007, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8391, loss_cls: 1.5034, loss: 1.5034, grad_norm: 8.7164 2020-08-12 23:41:07,951 - mmaction - INFO - Epoch [241][1540/3757] lr: 9.607e-04, eta: 14:02:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8328, loss_cls: 1.4724, loss: 1.4724, grad_norm: 8.4499 2020-08-12 23:41:23,811 - mmaction - INFO - Epoch [241][1560/3757] lr: 9.607e-04, eta: 14:02:24, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8367, loss_cls: 1.4275, loss: 1.4275, grad_norm: 8.3831 2020-08-12 23:41:39,645 - mmaction - INFO - Epoch [241][1580/3757] lr: 9.607e-04, eta: 14:02:05, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8500, loss_cls: 1.4038, loss: 1.4038, grad_norm: 8.4050 2020-08-12 23:41:55,479 - mmaction - INFO - Epoch [241][1600/3757] lr: 9.607e-04, eta: 14:01:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8414, loss_cls: 1.4771, loss: 1.4771, grad_norm: 8.3733 2020-08-12 23:42:11,197 - mmaction - INFO - Epoch [241][1620/3757] lr: 9.607e-04, eta: 14:01:25, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8305, loss_cls: 1.4715, loss: 1.4715, grad_norm: 8.3026 2020-08-12 23:42:27,045 - mmaction - INFO - Epoch [241][1640/3757] lr: 9.607e-04, eta: 14:01:05, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8695, loss_cls: 1.3790, loss: 1.3790, grad_norm: 8.2940 2020-08-12 23:42:42,916 - mmaction - INFO - Epoch [241][1660/3757] lr: 9.607e-04, eta: 14:00:45, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8469, loss_cls: 1.4239, loss: 1.4239, grad_norm: 8.3032 2020-08-12 23:42:58,773 - mmaction - INFO - Epoch [241][1680/3757] lr: 9.607e-04, eta: 14:00:25, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8477, loss_cls: 1.3831, loss: 1.3831, grad_norm: 8.0987 2020-08-12 23:43:14,619 - mmaction - INFO - Epoch [241][1700/3757] lr: 9.607e-04, eta: 14:00:05, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8523, loss_cls: 1.3835, loss: 1.3835, grad_norm: 8.2891 2020-08-12 23:43:30,469 - mmaction - INFO - Epoch [241][1720/3757] lr: 9.607e-04, eta: 13:59:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8375, loss_cls: 1.4585, loss: 1.4585, grad_norm: 8.3851 2020-08-12 23:43:46,292 - mmaction - INFO - Epoch [241][1740/3757] lr: 9.607e-04, eta: 13:59:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8508, loss_cls: 1.4466, loss: 1.4466, grad_norm: 8.3464 2020-08-12 23:44:02,124 - mmaction - INFO - Epoch [241][1760/3757] lr: 9.607e-04, eta: 13:59:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8461, loss_cls: 1.4559, loss: 1.4559, grad_norm: 8.3952 2020-08-12 23:44:17,999 - mmaction - INFO - Epoch [241][1780/3757] lr: 9.607e-04, eta: 13:58:46, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8492, loss_cls: 1.4070, loss: 1.4070, grad_norm: 8.2412 2020-08-12 23:44:33,822 - mmaction - INFO - Epoch [241][1800/3757] lr: 9.607e-04, eta: 13:58:26, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8313, loss_cls: 1.4462, loss: 1.4462, grad_norm: 8.2522 2020-08-12 23:44:49,657 - mmaction - INFO - Epoch [241][1820/3757] lr: 9.607e-04, eta: 13:58:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8320, loss_cls: 1.5106, loss: 1.5106, grad_norm: 8.1013 2020-08-12 23:45:05,481 - mmaction - INFO - Epoch [241][1840/3757] lr: 9.607e-04, eta: 13:57:46, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8430, loss_cls: 1.4262, loss: 1.4262, grad_norm: 8.3617 2020-08-12 23:45:21,184 - mmaction - INFO - Epoch [241][1860/3757] lr: 9.607e-04, eta: 13:57:26, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3675, loss: 1.3675, grad_norm: 8.3604 2020-08-12 23:45:37,075 - mmaction - INFO - Epoch [241][1880/3757] lr: 9.607e-04, eta: 13:57:06, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8531, loss_cls: 1.3535, loss: 1.3535, grad_norm: 7.9289 2020-08-12 23:45:52,746 - mmaction - INFO - Epoch [241][1900/3757] lr: 9.607e-04, eta: 13:56:46, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8500, loss_cls: 1.3857, loss: 1.3857, grad_norm: 8.1213 2020-08-12 23:46:08,630 - mmaction - INFO - Epoch [241][1920/3757] lr: 9.607e-04, eta: 13:56:26, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8602, loss_cls: 1.3405, loss: 1.3405, grad_norm: 8.2363 2020-08-12 23:46:24,478 - mmaction - INFO - Epoch [241][1940/3757] lr: 9.607e-04, eta: 13:56:07, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3516, loss: 1.3516, grad_norm: 8.1607 2020-08-12 23:46:40,310 - mmaction - INFO - Epoch [241][1960/3757] lr: 9.607e-04, eta: 13:55:47, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8313, loss_cls: 1.5270, loss: 1.5270, grad_norm: 8.6934 2020-08-12 23:46:56,088 - mmaction - INFO - Epoch [241][1980/3757] lr: 9.607e-04, eta: 13:55:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8406, loss_cls: 1.5106, loss: 1.5106, grad_norm: 8.4909 2020-08-12 23:47:11,889 - mmaction - INFO - Epoch [241][2000/3757] lr: 9.607e-04, eta: 13:55:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8477, loss_cls: 1.5304, loss: 1.5304, grad_norm: 8.7268 2020-08-12 23:47:27,741 - mmaction - INFO - Epoch [241][2020/3757] lr: 9.607e-04, eta: 13:54:47, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8430, loss_cls: 1.4415, loss: 1.4415, grad_norm: 8.3032 2020-08-12 23:47:43,540 - mmaction - INFO - Epoch [241][2040/3757] lr: 9.607e-04, eta: 13:54:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3402, loss: 1.3402, grad_norm: 8.4569 2020-08-12 23:47:59,340 - mmaction - INFO - Epoch [241][2060/3757] lr: 9.607e-04, eta: 13:54:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8367, loss_cls: 1.4702, loss: 1.4702, grad_norm: 8.5326 2020-08-12 23:48:15,145 - mmaction - INFO - Epoch [241][2080/3757] lr: 9.607e-04, eta: 13:53:48, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8383, loss_cls: 1.4909, loss: 1.4909, grad_norm: 8.3443 2020-08-12 23:48:31,035 - mmaction - INFO - Epoch [241][2100/3757] lr: 9.607e-04, eta: 13:53:28, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8367, loss_cls: 1.4429, loss: 1.4429, grad_norm: 8.1383 2020-08-12 23:48:46,824 - mmaction - INFO - Epoch [241][2120/3757] lr: 9.607e-04, eta: 13:53:08, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8273, loss_cls: 1.5213, loss: 1.5213, grad_norm: 8.4625 2020-08-12 23:49:02,630 - mmaction - INFO - Epoch [241][2140/3757] lr: 9.607e-04, eta: 13:52:48, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8359, loss_cls: 1.4810, loss: 1.4810, grad_norm: 8.5310 2020-08-12 23:49:18,529 - mmaction - INFO - Epoch [241][2160/3757] lr: 9.607e-04, eta: 13:52:29, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8438, loss_cls: 1.4468, loss: 1.4468, grad_norm: 8.2698 2020-08-12 23:49:34,380 - mmaction - INFO - Epoch [241][2180/3757] lr: 9.607e-04, eta: 13:52:09, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8320, loss_cls: 1.4601, loss: 1.4601, grad_norm: 8.3345 2020-08-12 23:49:50,197 - mmaction - INFO - Epoch [241][2200/3757] lr: 9.607e-04, eta: 13:51:49, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8289, loss_cls: 1.4841, loss: 1.4841, grad_norm: 8.1801 2020-08-12 23:50:06,072 - mmaction - INFO - Epoch [241][2220/3757] lr: 9.607e-04, eta: 13:51:29, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8539, loss_cls: 1.4164, loss: 1.4164, grad_norm: 8.1068 2020-08-12 23:50:21,806 - mmaction - INFO - Epoch [241][2240/3757] lr: 9.607e-04, eta: 13:51:10, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8313, loss_cls: 1.4170, loss: 1.4170, grad_norm: 8.0751 2020-08-12 23:50:37,734 - mmaction - INFO - Epoch [241][2260/3757] lr: 9.607e-04, eta: 13:50:50, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8594, loss_cls: 1.3459, loss: 1.3459, grad_norm: 8.2135 2020-08-12 23:50:53,497 - mmaction - INFO - Epoch [241][2280/3757] lr: 9.607e-04, eta: 13:50:30, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8414, loss_cls: 1.4555, loss: 1.4555, grad_norm: 8.4788 2020-08-12 23:51:09,372 - mmaction - INFO - Epoch [241][2300/3757] lr: 9.607e-04, eta: 13:50:11, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8484, loss_cls: 1.4240, loss: 1.4240, grad_norm: 8.3278 2020-08-12 23:51:25,277 - mmaction - INFO - Epoch [241][2320/3757] lr: 9.607e-04, eta: 13:49:51, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.3881, loss: 1.3881, grad_norm: 8.2454 2020-08-12 23:51:41,085 - mmaction - INFO - Epoch [241][2340/3757] lr: 9.607e-04, eta: 13:49:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8523, loss_cls: 1.3725, loss: 1.3725, grad_norm: 8.2916 2020-08-12 23:51:56,904 - mmaction - INFO - Epoch [241][2360/3757] lr: 9.607e-04, eta: 13:49:11, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8320, loss_cls: 1.5127, loss: 1.5127, grad_norm: 8.3078 2020-08-12 23:52:12,776 - mmaction - INFO - Epoch [241][2380/3757] lr: 9.607e-04, eta: 13:48:52, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8375, loss_cls: 1.4147, loss: 1.4147, grad_norm: 8.2190 2020-08-12 23:52:28,607 - mmaction - INFO - Epoch [241][2400/3757] lr: 9.607e-04, eta: 13:48:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8414, loss_cls: 1.4042, loss: 1.4042, grad_norm: 8.0259 2020-08-12 23:52:44,476 - mmaction - INFO - Epoch [241][2420/3757] lr: 9.607e-04, eta: 13:48:12, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6250, top5_acc: 0.8266, loss_cls: 1.5500, loss: 1.5500, grad_norm: 8.6534 2020-08-12 23:53:00,360 - mmaction - INFO - Epoch [241][2440/3757] lr: 9.607e-04, eta: 13:47:53, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8578, loss_cls: 1.4284, loss: 1.4284, grad_norm: 8.4339 2020-08-12 23:53:16,192 - mmaction - INFO - Epoch [241][2460/3757] lr: 9.607e-04, eta: 13:47:33, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4553, loss: 1.4553, grad_norm: 8.2078 2020-08-12 23:53:32,053 - mmaction - INFO - Epoch [241][2480/3757] lr: 9.607e-04, eta: 13:47:13, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8438, loss_cls: 1.4521, loss: 1.4521, grad_norm: 8.3904 2020-08-12 23:53:47,894 - mmaction - INFO - Epoch [241][2500/3757] lr: 9.607e-04, eta: 13:46:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.3646, loss: 1.3646, grad_norm: 8.1549 2020-08-12 23:54:03,662 - mmaction - INFO - Epoch [241][2520/3757] lr: 9.607e-04, eta: 13:46:34, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8414, loss_cls: 1.4793, loss: 1.4793, grad_norm: 8.4046 2020-08-12 23:54:19,480 - mmaction - INFO - Epoch [241][2540/3757] lr: 9.607e-04, eta: 13:46:14, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4020, loss: 1.4020, grad_norm: 8.4913 2020-08-12 23:54:35,255 - mmaction - INFO - Epoch [241][2560/3757] lr: 9.607e-04, eta: 13:45:54, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8477, loss_cls: 1.3910, loss: 1.3910, grad_norm: 8.1529 2020-08-12 23:54:51,073 - mmaction - INFO - Epoch [241][2580/3757] lr: 9.607e-04, eta: 13:45:35, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4308, loss: 1.4308, grad_norm: 8.1675 2020-08-12 23:55:06,987 - mmaction - INFO - Epoch [241][2600/3757] lr: 9.607e-04, eta: 13:45:15, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8359, loss_cls: 1.4650, loss: 1.4650, grad_norm: 8.1924 2020-08-12 23:55:22,656 - mmaction - INFO - Epoch [241][2620/3757] lr: 9.607e-04, eta: 13:44:55, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3750, loss: 1.3750, grad_norm: 8.1302 2020-08-12 23:55:38,534 - mmaction - INFO - Epoch [241][2640/3757] lr: 9.607e-04, eta: 13:44:36, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8383, loss_cls: 1.4066, loss: 1.4066, grad_norm: 8.1443 2020-08-12 23:55:54,328 - mmaction - INFO - Epoch [241][2660/3757] lr: 9.607e-04, eta: 13:44:16, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8477, loss_cls: 1.4190, loss: 1.4190, grad_norm: 8.4686 2020-08-12 23:56:10,122 - mmaction - INFO - Epoch [241][2680/3757] lr: 9.607e-04, eta: 13:43:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8328, loss_cls: 1.4974, loss: 1.4974, grad_norm: 8.5087 2020-08-12 23:56:26,012 - mmaction - INFO - Epoch [241][2700/3757] lr: 9.607e-04, eta: 13:43:37, time: 0.795, data_time: 0.013, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8555, loss_cls: 1.3780, loss: 1.3780, grad_norm: 8.2299 2020-08-12 23:56:41,793 - mmaction - INFO - Epoch [241][2720/3757] lr: 9.607e-04, eta: 13:43:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8602, loss_cls: 1.3798, loss: 1.3798, grad_norm: 8.2989 2020-08-12 23:56:57,584 - mmaction - INFO - Epoch [241][2740/3757] lr: 9.607e-04, eta: 13:42:57, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8445, loss_cls: 1.3827, loss: 1.3827, grad_norm: 8.0867 2020-08-12 23:57:13,355 - mmaction - INFO - Epoch [241][2760/3757] lr: 9.607e-04, eta: 13:42:38, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6352, top5_acc: 0.8094, loss_cls: 1.5776, loss: 1.5776, grad_norm: 8.5255 2020-08-12 23:57:29,164 - mmaction - INFO - Epoch [241][2780/3757] lr: 9.607e-04, eta: 13:42:18, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8492, loss_cls: 1.4445, loss: 1.4445, grad_norm: 8.1655 2020-08-12 23:57:45,067 - mmaction - INFO - Epoch [241][2800/3757] lr: 9.607e-04, eta: 13:41:58, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8430, loss_cls: 1.4250, loss: 1.4250, grad_norm: 8.0761 2020-08-12 23:58:00,897 - mmaction - INFO - Epoch [241][2820/3757] lr: 9.607e-04, eta: 13:41:39, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8250, loss_cls: 1.4850, loss: 1.4850, grad_norm: 8.4420 2020-08-12 23:58:16,707 - mmaction - INFO - Epoch [241][2840/3757] lr: 9.607e-04, eta: 13:41:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8531, loss_cls: 1.3920, loss: 1.3920, grad_norm: 8.2369 2020-08-12 23:58:32,497 - mmaction - INFO - Epoch [241][2860/3757] lr: 9.607e-04, eta: 13:41:00, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8398, loss_cls: 1.4781, loss: 1.4781, grad_norm: 8.6529 2020-08-12 23:58:48,379 - mmaction - INFO - Epoch [241][2880/3757] lr: 9.607e-04, eta: 13:40:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.4543, loss: 1.4543, grad_norm: 8.3593 2020-08-12 23:59:04,140 - mmaction - INFO - Epoch [241][2900/3757] lr: 9.607e-04, eta: 13:40:20, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8375, loss_cls: 1.4417, loss: 1.4417, grad_norm: 8.1115 2020-08-12 23:59:19,988 - mmaction - INFO - Epoch [241][2920/3757] lr: 9.607e-04, eta: 13:40:01, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8508, loss_cls: 1.4251, loss: 1.4251, grad_norm: 8.1717 2020-08-12 23:59:35,777 - mmaction - INFO - Epoch [241][2940/3757] lr: 9.607e-04, eta: 13:39:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8539, loss_cls: 1.3550, loss: 1.3550, grad_norm: 7.7770 2020-08-12 23:59:51,626 - mmaction - INFO - Epoch [241][2960/3757] lr: 9.607e-04, eta: 13:39:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8477, loss_cls: 1.4679, loss: 1.4679, grad_norm: 8.3665 2020-08-13 00:00:13,370 - mmaction - INFO - Epoch [241][2980/3757] lr: 9.607e-04, eta: 13:39:11, time: 1.063, data_time: 0.010, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8531, loss_cls: 1.4120, loss: 1.4120, grad_norm: 8.3365 2020-08-13 00:00:30,111 - mmaction - INFO - Epoch [241][3000/3757] lr: 9.607e-04, eta: 13:38:54, time: 0.863, data_time: 0.071, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8375, loss_cls: 1.4466, loss: 1.4466, grad_norm: 8.2425 2020-08-13 00:00:45,897 - mmaction - INFO - Epoch [241][3020/3757] lr: 9.607e-04, eta: 13:38:35, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8398, loss_cls: 1.4280, loss: 1.4280, grad_norm: 8.0703 2020-08-13 00:01:01,667 - mmaction - INFO - Epoch [241][3040/3757] lr: 9.607e-04, eta: 13:38:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8320, loss_cls: 1.4969, loss: 1.4969, grad_norm: 8.1133 2020-08-13 00:01:17,502 - mmaction - INFO - Epoch [241][3060/3757] lr: 9.607e-04, eta: 13:37:55, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8586, loss_cls: 1.3573, loss: 1.3573, grad_norm: 7.9975 2020-08-13 00:01:33,323 - mmaction - INFO - Epoch [241][3080/3757] lr: 9.607e-04, eta: 13:37:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8453, loss_cls: 1.4513, loss: 1.4513, grad_norm: 8.3635 2020-08-13 00:01:49,179 - mmaction - INFO - Epoch [241][3100/3757] lr: 9.607e-04, eta: 13:37:16, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8633, loss_cls: 1.3406, loss: 1.3406, grad_norm: 8.0936 2020-08-13 00:02:05,105 - mmaction - INFO - Epoch [241][3120/3757] lr: 9.607e-04, eta: 13:36:57, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8523, loss_cls: 1.4130, loss: 1.4130, grad_norm: 8.3153 2020-08-13 00:02:21,037 - mmaction - INFO - Epoch [241][3140/3757] lr: 9.607e-04, eta: 13:36:37, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8414, loss_cls: 1.4217, loss: 1.4217, grad_norm: 8.5165 2020-08-13 00:02:36,891 - mmaction - INFO - Epoch [241][3160/3757] lr: 9.607e-04, eta: 13:36:18, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8477, loss_cls: 1.4796, loss: 1.4796, grad_norm: 8.3009 2020-08-13 00:02:52,782 - mmaction - INFO - Epoch [241][3180/3757] lr: 9.607e-04, eta: 13:35:58, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8422, loss_cls: 1.4594, loss: 1.4594, grad_norm: 8.4742 2020-08-13 00:03:08,472 - mmaction - INFO - Epoch [241][3200/3757] lr: 9.607e-04, eta: 13:35:39, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8445, loss_cls: 1.3953, loss: 1.3953, grad_norm: 8.2475 2020-08-13 00:03:24,337 - mmaction - INFO - Epoch [241][3220/3757] lr: 9.607e-04, eta: 13:35:19, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8492, loss_cls: 1.4475, loss: 1.4475, grad_norm: 8.6191 2020-08-13 00:03:40,101 - mmaction - INFO - Epoch [241][3240/3757] lr: 9.607e-04, eta: 13:34:59, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3811, loss: 1.3811, grad_norm: 8.1582 2020-08-13 00:03:55,895 - mmaction - INFO - Epoch [241][3260/3757] lr: 9.607e-04, eta: 13:34:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8383, loss_cls: 1.4104, loss: 1.4104, grad_norm: 8.3432 2020-08-13 00:04:11,771 - mmaction - INFO - Epoch [241][3280/3757] lr: 9.607e-04, eta: 13:34:20, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4187, loss: 1.4187, grad_norm: 8.4709 2020-08-13 00:04:27,670 - mmaction - INFO - Epoch [241][3300/3757] lr: 9.607e-04, eta: 13:34:01, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8398, loss_cls: 1.4282, loss: 1.4282, grad_norm: 8.1964 2020-08-13 00:04:43,408 - mmaction - INFO - Epoch [241][3320/3757] lr: 9.607e-04, eta: 13:33:41, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8469, loss_cls: 1.3858, loss: 1.3858, grad_norm: 8.2483 2020-08-13 00:04:59,227 - mmaction - INFO - Epoch [241][3340/3757] lr: 9.607e-04, eta: 13:33:22, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8508, loss_cls: 1.4225, loss: 1.4225, grad_norm: 8.1434 2020-08-13 00:05:15,227 - mmaction - INFO - Epoch [241][3360/3757] lr: 9.607e-04, eta: 13:33:03, time: 0.801, data_time: 0.005, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8500, loss_cls: 1.3606, loss: 1.3606, grad_norm: 8.2644 2020-08-13 00:05:31,039 - mmaction - INFO - Epoch [241][3380/3757] lr: 9.607e-04, eta: 13:32:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8414, loss_cls: 1.4802, loss: 1.4802, grad_norm: 8.4994 2020-08-13 00:05:46,847 - mmaction - INFO - Epoch [241][3400/3757] lr: 9.607e-04, eta: 13:32:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8516, loss_cls: 1.4324, loss: 1.4324, grad_norm: 8.2499 2020-08-13 00:06:02,714 - mmaction - INFO - Epoch [241][3420/3757] lr: 9.607e-04, eta: 13:32:04, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8445, loss_cls: 1.4245, loss: 1.4245, grad_norm: 8.3839 2020-08-13 00:06:18,491 - mmaction - INFO - Epoch [241][3440/3757] lr: 9.607e-04, eta: 13:31:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.4762, loss: 1.4762, grad_norm: 8.4189 2020-08-13 00:06:34,284 - mmaction - INFO - Epoch [241][3460/3757] lr: 9.607e-04, eta: 13:31:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8422, loss_cls: 1.4324, loss: 1.4324, grad_norm: 8.1447 2020-08-13 00:06:50,197 - mmaction - INFO - Epoch [241][3480/3757] lr: 9.607e-04, eta: 13:31:06, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6266, top5_acc: 0.8359, loss_cls: 1.5046, loss: 1.5046, grad_norm: 8.5469 2020-08-13 00:07:06,011 - mmaction - INFO - Epoch [241][3500/3757] lr: 9.607e-04, eta: 13:30:46, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8352, loss_cls: 1.4187, loss: 1.4187, grad_norm: 8.3164 2020-08-13 00:07:21,859 - mmaction - INFO - Epoch [241][3520/3757] lr: 9.607e-04, eta: 13:30:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8406, loss_cls: 1.3938, loss: 1.3938, grad_norm: 8.1166 2020-08-13 00:07:37,565 - mmaction - INFO - Epoch [241][3540/3757] lr: 9.607e-04, eta: 13:30:07, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.4089, loss: 1.4089, grad_norm: 8.1715 2020-08-13 00:07:53,367 - mmaction - INFO - Epoch [241][3560/3757] lr: 9.607e-04, eta: 13:29:48, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8375, loss_cls: 1.5020, loss: 1.5020, grad_norm: 8.2976 2020-08-13 00:08:09,164 - mmaction - INFO - Epoch [241][3580/3757] lr: 9.607e-04, eta: 13:29:28, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.4375, loss: 1.4375, grad_norm: 8.4657 2020-08-13 00:08:24,976 - mmaction - INFO - Epoch [241][3600/3757] lr: 9.607e-04, eta: 13:29:09, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.3779, loss: 1.3779, grad_norm: 8.1012 2020-08-13 00:08:40,782 - mmaction - INFO - Epoch [241][3620/3757] lr: 9.607e-04, eta: 13:28:49, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6359, top5_acc: 0.8219, loss_cls: 1.5308, loss: 1.5308, grad_norm: 8.6358 2020-08-13 00:08:56,638 - mmaction - INFO - Epoch [241][3640/3757] lr: 9.607e-04, eta: 13:28:30, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4245, loss: 1.4245, grad_norm: 8.7830 2020-08-13 00:09:12,431 - mmaction - INFO - Epoch [241][3660/3757] lr: 9.607e-04, eta: 13:28:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8359, loss_cls: 1.4520, loss: 1.4520, grad_norm: 8.4979 2020-08-13 00:09:28,232 - mmaction - INFO - Epoch [241][3680/3757] lr: 9.607e-04, eta: 13:27:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8680, loss_cls: 1.3184, loss: 1.3184, grad_norm: 8.4648 2020-08-13 00:09:44,213 - mmaction - INFO - Epoch [241][3700/3757] lr: 9.607e-04, eta: 13:27:31, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8375, loss_cls: 1.4711, loss: 1.4711, grad_norm: 8.5233 2020-08-13 00:10:00,033 - mmaction - INFO - Epoch [241][3720/3757] lr: 9.607e-04, eta: 13:27:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8422, loss_cls: 1.4308, loss: 1.4308, grad_norm: 8.2840 2020-08-13 00:10:15,917 - mmaction - INFO - Epoch [241][3740/3757] lr: 9.607e-04, eta: 13:26:53, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8383, loss_cls: 1.4322, loss: 1.4322, grad_norm: 8.1777 2020-08-13 00:13:59,883 - mmaction - INFO - Epoch [242][20/3757] lr: 8.447e-04, eta: 13:30:49, time: 9.652, data_time: 8.825, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8461, loss_cls: 1.3956, loss: 1.3956, grad_norm: 8.2903 2020-08-13 00:14:15,792 - mmaction - INFO - Epoch [242][40/3757] lr: 8.447e-04, eta: 13:30:30, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8445, loss_cls: 1.3820, loss: 1.3820, grad_norm: 7.9971 2020-08-13 00:14:31,504 - mmaction - INFO - Epoch [242][60/3757] lr: 8.447e-04, eta: 13:30:10, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8609, loss_cls: 1.3576, loss: 1.3576, grad_norm: 8.2721 2020-08-13 00:14:47,384 - mmaction - INFO - Epoch [242][80/3757] lr: 8.447e-04, eta: 13:29:51, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8672, loss_cls: 1.3147, loss: 1.3147, grad_norm: 8.0701 2020-08-13 00:15:03,350 - mmaction - INFO - Epoch [242][100/3757] lr: 8.447e-04, eta: 13:29:31, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8719, loss_cls: 1.3163, loss: 1.3163, grad_norm: 8.1864 2020-08-13 00:15:19,084 - mmaction - INFO - Epoch [242][120/3757] lr: 8.447e-04, eta: 13:29:11, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8594, loss_cls: 1.4058, loss: 1.4058, grad_norm: 8.3432 2020-08-13 00:15:34,924 - mmaction - INFO - Epoch [242][140/3757] lr: 8.447e-04, eta: 13:28:52, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8586, loss_cls: 1.3407, loss: 1.3407, grad_norm: 8.0225 2020-08-13 00:15:50,675 - mmaction - INFO - Epoch [242][160/3757] lr: 8.447e-04, eta: 13:28:32, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8523, loss_cls: 1.4144, loss: 1.4144, grad_norm: 8.2063 2020-08-13 00:16:06,494 - mmaction - INFO - Epoch [242][180/3757] lr: 8.447e-04, eta: 13:28:12, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.5027, loss: 1.5027, grad_norm: 8.5120 2020-08-13 00:16:22,347 - mmaction - INFO - Epoch [242][200/3757] lr: 8.447e-04, eta: 13:27:53, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8641, loss_cls: 1.3471, loss: 1.3471, grad_norm: 8.1244 2020-08-13 00:16:38,144 - mmaction - INFO - Epoch [242][220/3757] lr: 8.447e-04, eta: 13:27:33, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8430, loss_cls: 1.4771, loss: 1.4771, grad_norm: 8.2711 2020-08-13 00:16:53,921 - mmaction - INFO - Epoch [242][240/3757] lr: 8.447e-04, eta: 13:27:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8492, loss_cls: 1.4253, loss: 1.4253, grad_norm: 8.2904 2020-08-13 00:17:09,683 - mmaction - INFO - Epoch [242][260/3757] lr: 8.447e-04, eta: 13:26:53, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8234, loss_cls: 1.4830, loss: 1.4830, grad_norm: 8.3606 2020-08-13 00:17:25,483 - mmaction - INFO - Epoch [242][280/3757] lr: 8.447e-04, eta: 13:26:34, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8422, loss_cls: 1.4408, loss: 1.4408, grad_norm: 8.4288 2020-08-13 00:17:41,477 - mmaction - INFO - Epoch [242][300/3757] lr: 8.447e-04, eta: 13:26:14, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8508, loss_cls: 1.3708, loss: 1.3708, grad_norm: 8.2413 2020-08-13 00:17:57,289 - mmaction - INFO - Epoch [242][320/3757] lr: 8.447e-04, eta: 13:25:55, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8406, loss_cls: 1.4688, loss: 1.4688, grad_norm: 8.2153 2020-08-13 00:18:13,063 - mmaction - INFO - Epoch [242][340/3757] lr: 8.447e-04, eta: 13:25:35, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8430, loss_cls: 1.4124, loss: 1.4124, grad_norm: 8.5035 2020-08-13 00:18:28,947 - mmaction - INFO - Epoch [242][360/3757] lr: 8.447e-04, eta: 13:25:16, time: 0.793, data_time: 0.009, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8445, loss_cls: 1.3906, loss: 1.3906, grad_norm: 8.1074 2020-08-13 00:18:44,707 - mmaction - INFO - Epoch [242][380/3757] lr: 8.447e-04, eta: 13:24:56, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8469, loss_cls: 1.4252, loss: 1.4252, grad_norm: 8.1796 2020-08-13 00:19:00,605 - mmaction - INFO - Epoch [242][400/3757] lr: 8.447e-04, eta: 13:24:36, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8414, loss_cls: 1.4309, loss: 1.4309, grad_norm: 8.2640 2020-08-13 00:19:16,449 - mmaction - INFO - Epoch [242][420/3757] lr: 8.447e-04, eta: 13:24:17, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8484, loss_cls: 1.3484, loss: 1.3484, grad_norm: 7.9873 2020-08-13 00:19:32,288 - mmaction - INFO - Epoch [242][440/3757] lr: 8.447e-04, eta: 13:23:57, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8414, loss_cls: 1.4339, loss: 1.4339, grad_norm: 8.1467 2020-08-13 00:19:48,143 - mmaction - INFO - Epoch [242][460/3757] lr: 8.447e-04, eta: 13:23:38, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8453, loss_cls: 1.4096, loss: 1.4096, grad_norm: 8.2087 2020-08-13 00:20:04,048 - mmaction - INFO - Epoch [242][480/3757] lr: 8.447e-04, eta: 13:23:18, time: 0.795, data_time: 0.007, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8352, loss_cls: 1.4834, loss: 1.4834, grad_norm: 8.4577 2020-08-13 00:20:19,822 - mmaction - INFO - Epoch [242][500/3757] lr: 8.447e-04, eta: 13:22:59, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8336, loss_cls: 1.4742, loss: 1.4742, grad_norm: 8.1772 2020-08-13 00:20:35,635 - mmaction - INFO - Epoch [242][520/3757] lr: 8.447e-04, eta: 13:22:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8352, loss_cls: 1.4018, loss: 1.4018, grad_norm: 8.2520 2020-08-13 00:20:51,491 - mmaction - INFO - Epoch [242][540/3757] lr: 8.447e-04, eta: 13:22:20, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8500, loss_cls: 1.3941, loss: 1.3941, grad_norm: 8.1876 2020-08-13 00:21:07,406 - mmaction - INFO - Epoch [242][560/3757] lr: 8.447e-04, eta: 13:22:00, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8344, loss_cls: 1.4648, loss: 1.4648, grad_norm: 8.4654 2020-08-13 00:21:23,236 - mmaction - INFO - Epoch [242][580/3757] lr: 8.447e-04, eta: 13:21:41, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8367, loss_cls: 1.5054, loss: 1.5054, grad_norm: 8.5859 2020-08-13 00:21:38,963 - mmaction - INFO - Epoch [242][600/3757] lr: 8.447e-04, eta: 13:21:21, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3607, loss: 1.3607, grad_norm: 8.2193 2020-08-13 00:21:54,807 - mmaction - INFO - Epoch [242][620/3757] lr: 8.447e-04, eta: 13:21:01, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4413, loss: 1.4413, grad_norm: 8.4343 2020-08-13 00:22:10,694 - mmaction - INFO - Epoch [242][640/3757] lr: 8.447e-04, eta: 13:20:42, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8289, loss_cls: 1.4735, loss: 1.4735, grad_norm: 8.0950 2020-08-13 00:22:26,573 - mmaction - INFO - Epoch [242][660/3757] lr: 8.447e-04, eta: 13:20:22, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8391, loss_cls: 1.4982, loss: 1.4982, grad_norm: 8.3910 2020-08-13 00:22:42,387 - mmaction - INFO - Epoch [242][680/3757] lr: 8.447e-04, eta: 13:20:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8430, loss_cls: 1.4139, loss: 1.4139, grad_norm: 8.5676 2020-08-13 00:22:58,150 - mmaction - INFO - Epoch [242][700/3757] lr: 8.447e-04, eta: 13:19:43, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8414, loss_cls: 1.4116, loss: 1.4116, grad_norm: 8.4055 2020-08-13 00:23:13,946 - mmaction - INFO - Epoch [242][720/3757] lr: 8.447e-04, eta: 13:19:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.3059, loss: 1.3059, grad_norm: 7.9707 2020-08-13 00:23:29,839 - mmaction - INFO - Epoch [242][740/3757] lr: 8.447e-04, eta: 13:19:04, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.3967, loss: 1.3967, grad_norm: 8.5125 2020-08-13 00:23:45,649 - mmaction - INFO - Epoch [242][760/3757] lr: 8.447e-04, eta: 13:18:45, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8352, loss_cls: 1.4677, loss: 1.4677, grad_norm: 8.3556 2020-08-13 00:24:01,470 - mmaction - INFO - Epoch [242][780/3757] lr: 8.447e-04, eta: 13:18:25, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8477, loss_cls: 1.4198, loss: 1.4198, grad_norm: 8.2326 2020-08-13 00:24:17,271 - mmaction - INFO - Epoch [242][800/3757] lr: 8.447e-04, eta: 13:18:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8500, loss_cls: 1.4462, loss: 1.4462, grad_norm: 8.2692 2020-08-13 00:24:33,206 - mmaction - INFO - Epoch [242][820/3757] lr: 8.447e-04, eta: 13:17:46, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8555, loss_cls: 1.3297, loss: 1.3297, grad_norm: 8.2790 2020-08-13 00:24:48,975 - mmaction - INFO - Epoch [242][840/3757] lr: 8.447e-04, eta: 13:17:27, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8242, loss_cls: 1.5101, loss: 1.5101, grad_norm: 8.3174 2020-08-13 00:25:04,898 - mmaction - INFO - Epoch [242][860/3757] lr: 8.447e-04, eta: 13:17:07, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8477, loss_cls: 1.4563, loss: 1.4563, grad_norm: 8.6094 2020-08-13 00:25:20,716 - mmaction - INFO - Epoch [242][880/3757] lr: 8.447e-04, eta: 13:16:48, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8547, loss_cls: 1.3983, loss: 1.3983, grad_norm: 8.2730 2020-08-13 00:25:36,499 - mmaction - INFO - Epoch [242][900/3757] lr: 8.447e-04, eta: 13:16:28, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8555, loss_cls: 1.4058, loss: 1.4058, grad_norm: 8.2331 2020-08-13 00:25:52,321 - mmaction - INFO - Epoch [242][920/3757] lr: 8.447e-04, eta: 13:16:09, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8352, loss_cls: 1.4626, loss: 1.4626, grad_norm: 8.4192 2020-08-13 00:26:08,060 - mmaction - INFO - Epoch [242][940/3757] lr: 8.447e-04, eta: 13:15:49, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8469, loss_cls: 1.4693, loss: 1.4693, grad_norm: 8.5158 2020-08-13 00:26:23,902 - mmaction - INFO - Epoch [242][960/3757] lr: 8.447e-04, eta: 13:15:30, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8539, loss_cls: 1.3588, loss: 1.3588, grad_norm: 7.9941 2020-08-13 00:26:39,732 - mmaction - INFO - Epoch [242][980/3757] lr: 8.447e-04, eta: 13:15:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6320, top5_acc: 0.8367, loss_cls: 1.5189, loss: 1.5189, grad_norm: 9.0844 2020-08-13 00:26:55,529 - mmaction - INFO - Epoch [242][1000/3757] lr: 8.447e-04, eta: 13:14:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8383, loss_cls: 1.4311, loss: 1.4311, grad_norm: 8.3719 2020-08-13 00:27:11,399 - mmaction - INFO - Epoch [242][1020/3757] lr: 8.447e-04, eta: 13:14:31, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8430, loss_cls: 1.4060, loss: 1.4060, grad_norm: 8.1320 2020-08-13 00:27:27,118 - mmaction - INFO - Epoch [242][1040/3757] lr: 8.447e-04, eta: 13:14:12, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8594, loss_cls: 1.3910, loss: 1.3910, grad_norm: 8.3427 2020-08-13 00:27:42,956 - mmaction - INFO - Epoch [242][1060/3757] lr: 8.447e-04, eta: 13:13:52, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8602, loss_cls: 1.3490, loss: 1.3490, grad_norm: 8.3306 2020-08-13 00:27:58,822 - mmaction - INFO - Epoch [242][1080/3757] lr: 8.447e-04, eta: 13:13:33, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8484, loss_cls: 1.3802, loss: 1.3802, grad_norm: 8.3554 2020-08-13 00:28:14,670 - mmaction - INFO - Epoch [242][1100/3757] lr: 8.447e-04, eta: 13:13:14, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8484, loss_cls: 1.4417, loss: 1.4417, grad_norm: 8.6305 2020-08-13 00:28:30,448 - mmaction - INFO - Epoch [242][1120/3757] lr: 8.447e-04, eta: 13:12:54, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8422, loss_cls: 1.4573, loss: 1.4573, grad_norm: 8.2006 2020-08-13 00:28:46,342 - mmaction - INFO - Epoch [242][1140/3757] lr: 8.447e-04, eta: 13:12:35, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4716, loss: 1.4716, grad_norm: 8.5242 2020-08-13 00:29:02,154 - mmaction - INFO - Epoch [242][1160/3757] lr: 8.447e-04, eta: 13:12:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8453, loss_cls: 1.3737, loss: 1.3737, grad_norm: 8.0498 2020-08-13 00:29:17,880 - mmaction - INFO - Epoch [242][1180/3757] lr: 8.447e-04, eta: 13:11:56, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8344, loss_cls: 1.4877, loss: 1.4877, grad_norm: 8.5925 2020-08-13 00:29:33,732 - mmaction - INFO - Epoch [242][1200/3757] lr: 8.447e-04, eta: 13:11:36, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.4396, loss: 1.4396, grad_norm: 8.5124 2020-08-13 00:29:49,523 - mmaction - INFO - Epoch [242][1220/3757] lr: 8.447e-04, eta: 13:11:17, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8375, loss_cls: 1.4622, loss: 1.4622, grad_norm: 8.3907 2020-08-13 00:30:05,397 - mmaction - INFO - Epoch [242][1240/3757] lr: 8.447e-04, eta: 13:10:57, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8438, loss_cls: 1.4107, loss: 1.4107, grad_norm: 8.2327 2020-08-13 00:30:21,128 - mmaction - INFO - Epoch [242][1260/3757] lr: 8.447e-04, eta: 13:10:38, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8422, loss_cls: 1.4283, loss: 1.4283, grad_norm: 8.3020 2020-08-13 00:30:37,112 - mmaction - INFO - Epoch [242][1280/3757] lr: 8.447e-04, eta: 13:10:19, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8391, loss_cls: 1.4910, loss: 1.4910, grad_norm: 8.4340 2020-08-13 00:30:52,888 - mmaction - INFO - Epoch [242][1300/3757] lr: 8.447e-04, eta: 13:09:59, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8484, loss_cls: 1.4456, loss: 1.4456, grad_norm: 8.5452 2020-08-13 00:31:08,715 - mmaction - INFO - Epoch [242][1320/3757] lr: 8.447e-04, eta: 13:09:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8602, loss_cls: 1.3184, loss: 1.3184, grad_norm: 8.1764 2020-08-13 00:31:24,545 - mmaction - INFO - Epoch [242][1340/3757] lr: 8.447e-04, eta: 13:09:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8273, loss_cls: 1.4967, loss: 1.4967, grad_norm: 8.6786 2020-08-13 00:31:40,205 - mmaction - INFO - Epoch [242][1360/3757] lr: 8.447e-04, eta: 13:09:01, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8461, loss_cls: 1.3935, loss: 1.3935, grad_norm: 8.1550 2020-08-13 00:31:56,050 - mmaction - INFO - Epoch [242][1380/3757] lr: 8.447e-04, eta: 13:08:41, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4268, loss: 1.4268, grad_norm: 8.0387 2020-08-13 00:32:11,839 - mmaction - INFO - Epoch [242][1400/3757] lr: 8.447e-04, eta: 13:08:22, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8422, loss_cls: 1.4318, loss: 1.4318, grad_norm: 8.4796 2020-08-13 00:32:27,682 - mmaction - INFO - Epoch [242][1420/3757] lr: 8.447e-04, eta: 13:08:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8367, loss_cls: 1.4246, loss: 1.4246, grad_norm: 8.2027 2020-08-13 00:32:43,501 - mmaction - INFO - Epoch [242][1440/3757] lr: 8.447e-04, eta: 13:07:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8281, loss_cls: 1.4956, loss: 1.4956, grad_norm: 8.4522 2020-08-13 00:32:59,376 - mmaction - INFO - Epoch [242][1460/3757] lr: 8.447e-04, eta: 13:07:24, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8641, loss_cls: 1.3056, loss: 1.3056, grad_norm: 8.2431 2020-08-13 00:33:15,336 - mmaction - INFO - Epoch [242][1480/3757] lr: 8.447e-04, eta: 13:07:05, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8719, loss_cls: 1.2754, loss: 1.2754, grad_norm: 8.2091 2020-08-13 00:33:31,080 - mmaction - INFO - Epoch [242][1500/3757] lr: 8.447e-04, eta: 13:06:45, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8562, loss_cls: 1.3527, loss: 1.3527, grad_norm: 8.4748 2020-08-13 00:33:46,895 - mmaction - INFO - Epoch [242][1520/3757] lr: 8.447e-04, eta: 13:06:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8477, loss_cls: 1.4352, loss: 1.4352, grad_norm: 8.6399 2020-08-13 00:34:02,670 - mmaction - INFO - Epoch [242][1540/3757] lr: 8.447e-04, eta: 13:06:06, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8586, loss_cls: 1.3661, loss: 1.3661, grad_norm: 8.1947 2020-08-13 00:34:18,523 - mmaction - INFO - Epoch [242][1560/3757] lr: 8.447e-04, eta: 13:05:47, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8438, loss_cls: 1.4119, loss: 1.4119, grad_norm: 8.3366 2020-08-13 00:34:34,336 - mmaction - INFO - Epoch [242][1580/3757] lr: 8.447e-04, eta: 13:05:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8633, loss_cls: 1.3102, loss: 1.3102, grad_norm: 7.9858 2020-08-13 00:34:50,237 - mmaction - INFO - Epoch [242][1600/3757] lr: 8.447e-04, eta: 13:05:09, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8500, loss_cls: 1.4264, loss: 1.4264, grad_norm: 8.6181 2020-08-13 00:35:06,037 - mmaction - INFO - Epoch [242][1620/3757] lr: 8.447e-04, eta: 13:04:49, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8461, loss_cls: 1.3831, loss: 1.3831, grad_norm: 8.4381 2020-08-13 00:35:21,818 - mmaction - INFO - Epoch [242][1640/3757] lr: 8.447e-04, eta: 13:04:30, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8523, loss_cls: 1.3995, loss: 1.3995, grad_norm: 8.3421 2020-08-13 00:35:37,657 - mmaction - INFO - Epoch [242][1660/3757] lr: 8.447e-04, eta: 13:04:10, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8523, loss_cls: 1.3675, loss: 1.3675, grad_norm: 8.3709 2020-08-13 00:35:53,409 - mmaction - INFO - Epoch [242][1680/3757] lr: 8.447e-04, eta: 13:03:51, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6328, top5_acc: 0.8109, loss_cls: 1.5775, loss: 1.5775, grad_norm: 8.6650 2020-08-13 00:36:09,218 - mmaction - INFO - Epoch [242][1700/3757] lr: 8.447e-04, eta: 13:03:32, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8570, loss_cls: 1.3652, loss: 1.3652, grad_norm: 8.2703 2020-08-13 00:36:25,053 - mmaction - INFO - Epoch [242][1720/3757] lr: 8.447e-04, eta: 13:03:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8398, loss_cls: 1.5026, loss: 1.5026, grad_norm: 8.5163 2020-08-13 00:36:40,953 - mmaction - INFO - Epoch [242][1740/3757] lr: 8.447e-04, eta: 13:02:53, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8445, loss_cls: 1.4484, loss: 1.4484, grad_norm: 8.6050 2020-08-13 00:36:56,706 - mmaction - INFO - Epoch [242][1760/3757] lr: 8.447e-04, eta: 13:02:34, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8508, loss_cls: 1.3641, loss: 1.3641, grad_norm: 8.0896 2020-08-13 00:37:12,507 - mmaction - INFO - Epoch [242][1780/3757] lr: 8.447e-04, eta: 13:02:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8477, loss_cls: 1.4783, loss: 1.4783, grad_norm: 8.5600 2020-08-13 00:37:28,446 - mmaction - INFO - Epoch [242][1800/3757] lr: 8.447e-04, eta: 13:01:55, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8578, loss_cls: 1.3668, loss: 1.3668, grad_norm: 8.5472 2020-08-13 00:37:44,235 - mmaction - INFO - Epoch [242][1820/3757] lr: 8.447e-04, eta: 13:01:36, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8648, loss_cls: 1.4070, loss: 1.4070, grad_norm: 8.3790 2020-08-13 00:38:00,057 - mmaction - INFO - Epoch [242][1840/3757] lr: 8.447e-04, eta: 13:01:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.4299, loss: 1.4299, grad_norm: 8.4491 2020-08-13 00:38:15,908 - mmaction - INFO - Epoch [242][1860/3757] lr: 8.447e-04, eta: 13:00:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8461, loss_cls: 1.3537, loss: 1.3537, grad_norm: 8.0526 2020-08-13 00:38:31,731 - mmaction - INFO - Epoch [242][1880/3757] lr: 8.447e-04, eta: 13:00:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.3947, loss: 1.3947, grad_norm: 8.3862 2020-08-13 00:38:47,535 - mmaction - INFO - Epoch [242][1900/3757] lr: 8.447e-04, eta: 13:00:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8516, loss_cls: 1.3839, loss: 1.3839, grad_norm: 8.3352 2020-08-13 00:39:03,537 - mmaction - INFO - Epoch [242][1920/3757] lr: 8.447e-04, eta: 13:00:00, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8461, loss_cls: 1.4452, loss: 1.4452, grad_norm: 8.3021 2020-08-13 00:39:19,245 - mmaction - INFO - Epoch [242][1940/3757] lr: 8.447e-04, eta: 12:59:40, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.3843, loss: 1.3843, grad_norm: 8.1765 2020-08-13 00:39:35,056 - mmaction - INFO - Epoch [242][1960/3757] lr: 8.447e-04, eta: 12:59:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8461, loss_cls: 1.4111, loss: 1.4111, grad_norm: 8.3973 2020-08-13 00:39:50,906 - mmaction - INFO - Epoch [242][1980/3757] lr: 8.447e-04, eta: 12:59:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8539, loss_cls: 1.4740, loss: 1.4740, grad_norm: 8.4788 2020-08-13 00:40:06,727 - mmaction - INFO - Epoch [242][2000/3757] lr: 8.447e-04, eta: 12:58:42, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3364, loss: 1.3364, grad_norm: 8.1076 2020-08-13 00:40:22,477 - mmaction - INFO - Epoch [242][2020/3757] lr: 8.447e-04, eta: 12:58:23, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8320, loss_cls: 1.4937, loss: 1.4937, grad_norm: 8.3652 2020-08-13 00:40:38,327 - mmaction - INFO - Epoch [242][2040/3757] lr: 8.447e-04, eta: 12:58:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.4163, loss: 1.4163, grad_norm: 8.1736 2020-08-13 00:40:53,990 - mmaction - INFO - Epoch [242][2060/3757] lr: 8.447e-04, eta: 12:57:44, time: 0.781, data_time: 0.001, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8266, loss_cls: 1.4483, loss: 1.4483, grad_norm: 8.1882 2020-08-13 00:41:09,795 - mmaction - INFO - Epoch [242][2080/3757] lr: 8.447e-04, eta: 12:57:25, time: 0.792, data_time: 0.008, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8484, loss_cls: 1.4179, loss: 1.4179, grad_norm: 8.3001 2020-08-13 00:41:25,536 - mmaction - INFO - Epoch [242][2100/3757] lr: 8.447e-04, eta: 12:57:06, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3393, loss: 1.3393, grad_norm: 8.5075 2020-08-13 00:41:41,395 - mmaction - INFO - Epoch [242][2120/3757] lr: 8.447e-04, eta: 12:56:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8383, loss_cls: 1.4321, loss: 1.4321, grad_norm: 8.4734 2020-08-13 00:41:57,214 - mmaction - INFO - Epoch [242][2140/3757] lr: 8.447e-04, eta: 12:56:27, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.3979, loss: 1.3979, grad_norm: 8.3024 2020-08-13 00:42:12,966 - mmaction - INFO - Epoch [242][2160/3757] lr: 8.447e-04, eta: 12:56:08, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8484, loss_cls: 1.4175, loss: 1.4175, grad_norm: 8.4171 2020-08-13 00:42:28,901 - mmaction - INFO - Epoch [242][2180/3757] lr: 8.447e-04, eta: 12:55:49, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8508, loss_cls: 1.4056, loss: 1.4056, grad_norm: 8.3844 2020-08-13 00:42:44,663 - mmaction - INFO - Epoch [242][2200/3757] lr: 8.447e-04, eta: 12:55:29, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8391, loss_cls: 1.3823, loss: 1.3823, grad_norm: 8.1428 2020-08-13 00:43:00,462 - mmaction - INFO - Epoch [242][2220/3757] lr: 8.447e-04, eta: 12:55:10, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8336, loss_cls: 1.4506, loss: 1.4506, grad_norm: 8.1154 2020-08-13 00:43:16,283 - mmaction - INFO - Epoch [242][2240/3757] lr: 8.447e-04, eta: 12:54:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.3928, loss: 1.3928, grad_norm: 8.2505 2020-08-13 00:43:32,090 - mmaction - INFO - Epoch [242][2260/3757] lr: 8.447e-04, eta: 12:54:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8602, loss_cls: 1.3608, loss: 1.3608, grad_norm: 8.2586 2020-08-13 00:43:47,921 - mmaction - INFO - Epoch [242][2280/3757] lr: 8.447e-04, eta: 12:54:13, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4339, loss: 1.4339, grad_norm: 8.6807 2020-08-13 00:44:03,750 - mmaction - INFO - Epoch [242][2300/3757] lr: 8.447e-04, eta: 12:53:53, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8453, loss_cls: 1.4441, loss: 1.4441, grad_norm: 8.4495 2020-08-13 00:44:19,594 - mmaction - INFO - Epoch [242][2320/3757] lr: 8.447e-04, eta: 12:53:34, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8422, loss_cls: 1.4354, loss: 1.4354, grad_norm: 8.6549 2020-08-13 00:44:35,432 - mmaction - INFO - Epoch [242][2340/3757] lr: 8.447e-04, eta: 12:53:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8469, loss_cls: 1.4089, loss: 1.4089, grad_norm: 8.0398 2020-08-13 00:44:51,225 - mmaction - INFO - Epoch [242][2360/3757] lr: 8.447e-04, eta: 12:52:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8680, loss_cls: 1.3679, loss: 1.3679, grad_norm: 8.1915 2020-08-13 00:45:07,127 - mmaction - INFO - Epoch [242][2380/3757] lr: 8.447e-04, eta: 12:52:37, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8562, loss_cls: 1.4130, loss: 1.4130, grad_norm: 8.1326 2020-08-13 00:45:22,879 - mmaction - INFO - Epoch [242][2400/3757] lr: 8.447e-04, eta: 12:52:17, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8562, loss_cls: 1.4121, loss: 1.4121, grad_norm: 8.5658 2020-08-13 00:45:38,657 - mmaction - INFO - Epoch [242][2420/3757] lr: 8.447e-04, eta: 12:51:58, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8258, loss_cls: 1.4933, loss: 1.4933, grad_norm: 8.6300 2020-08-13 00:45:54,486 - mmaction - INFO - Epoch [242][2440/3757] lr: 8.447e-04, eta: 12:51:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.4080, loss: 1.4080, grad_norm: 8.3925 2020-08-13 00:46:10,342 - mmaction - INFO - Epoch [242][2460/3757] lr: 8.447e-04, eta: 12:51:20, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.4271, loss: 1.4271, grad_norm: 8.5096 2020-08-13 00:46:26,173 - mmaction - INFO - Epoch [242][2480/3757] lr: 8.447e-04, eta: 12:51:01, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8523, loss_cls: 1.3586, loss: 1.3586, grad_norm: 8.4308 2020-08-13 00:46:42,074 - mmaction - INFO - Epoch [242][2500/3757] lr: 8.447e-04, eta: 12:50:42, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8508, loss_cls: 1.3880, loss: 1.3880, grad_norm: 8.3604 2020-08-13 00:46:57,879 - mmaction - INFO - Epoch [242][2520/3757] lr: 8.447e-04, eta: 12:50:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8516, loss_cls: 1.3558, loss: 1.3558, grad_norm: 8.0962 2020-08-13 00:47:13,742 - mmaction - INFO - Epoch [242][2540/3757] lr: 8.447e-04, eta: 12:50:03, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8297, loss_cls: 1.4619, loss: 1.4619, grad_norm: 8.5782 2020-08-13 00:47:29,548 - mmaction - INFO - Epoch [242][2560/3757] lr: 8.447e-04, eta: 12:49:44, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8641, loss_cls: 1.3371, loss: 1.3371, grad_norm: 8.3212 2020-08-13 00:47:45,351 - mmaction - INFO - Epoch [242][2580/3757] lr: 8.447e-04, eta: 12:49:25, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8516, loss_cls: 1.3391, loss: 1.3391, grad_norm: 8.2945 2020-08-13 00:48:01,195 - mmaction - INFO - Epoch [242][2600/3757] lr: 8.447e-04, eta: 12:49:06, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8578, loss_cls: 1.3641, loss: 1.3641, grad_norm: 8.3083 2020-08-13 00:48:16,999 - mmaction - INFO - Epoch [242][2620/3757] lr: 8.447e-04, eta: 12:48:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8484, loss_cls: 1.3965, loss: 1.3965, grad_norm: 8.2159 2020-08-13 00:48:32,763 - mmaction - INFO - Epoch [242][2640/3757] lr: 8.447e-04, eta: 12:48:27, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8695, loss_cls: 1.3332, loss: 1.3332, grad_norm: 8.2947 2020-08-13 00:48:48,611 - mmaction - INFO - Epoch [242][2660/3757] lr: 8.447e-04, eta: 12:48:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8313, loss_cls: 1.5363, loss: 1.5363, grad_norm: 8.5692 2020-08-13 00:49:04,369 - mmaction - INFO - Epoch [242][2680/3757] lr: 8.447e-04, eta: 12:47:49, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8430, loss_cls: 1.4264, loss: 1.4264, grad_norm: 8.4084 2020-08-13 00:49:20,210 - mmaction - INFO - Epoch [242][2700/3757] lr: 8.447e-04, eta: 12:47:30, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8586, loss_cls: 1.3636, loss: 1.3636, grad_norm: 8.3175 2020-08-13 00:49:36,043 - mmaction - INFO - Epoch [242][2720/3757] lr: 8.447e-04, eta: 12:47:11, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8750, loss_cls: 1.3096, loss: 1.3096, grad_norm: 7.9848 2020-08-13 00:49:51,879 - mmaction - INFO - Epoch [242][2740/3757] lr: 8.447e-04, eta: 12:46:52, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8383, loss_cls: 1.4112, loss: 1.4112, grad_norm: 8.3645 2020-08-13 00:50:07,774 - mmaction - INFO - Epoch [242][2760/3757] lr: 8.447e-04, eta: 12:46:33, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8523, loss_cls: 1.3818, loss: 1.3818, grad_norm: 8.0994 2020-08-13 00:50:23,454 - mmaction - INFO - Epoch [242][2780/3757] lr: 8.447e-04, eta: 12:46:13, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6211, top5_acc: 0.8352, loss_cls: 1.5527, loss: 1.5527, grad_norm: 8.8880 2020-08-13 00:50:39,349 - mmaction - INFO - Epoch [242][2800/3757] lr: 8.447e-04, eta: 12:45:54, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.4226, loss: 1.4226, grad_norm: 8.6236 2020-08-13 00:50:55,070 - mmaction - INFO - Epoch [242][2820/3757] lr: 8.447e-04, eta: 12:45:35, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8430, loss_cls: 1.4270, loss: 1.4270, grad_norm: 8.1725 2020-08-13 00:51:10,965 - mmaction - INFO - Epoch [242][2840/3757] lr: 8.447e-04, eta: 12:45:16, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8461, loss_cls: 1.4133, loss: 1.4133, grad_norm: 8.5155 2020-08-13 00:51:26,853 - mmaction - INFO - Epoch [242][2860/3757] lr: 8.447e-04, eta: 12:44:57, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8297, loss_cls: 1.4848, loss: 1.4848, grad_norm: 8.4677 2020-08-13 00:51:42,645 - mmaction - INFO - Epoch [242][2880/3757] lr: 8.447e-04, eta: 12:44:38, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8617, loss_cls: 1.2933, loss: 1.2933, grad_norm: 8.0992 2020-08-13 00:51:58,406 - mmaction - INFO - Epoch [242][2900/3757] lr: 8.447e-04, eta: 12:44:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8617, loss_cls: 1.3616, loss: 1.3616, grad_norm: 8.1852 2020-08-13 00:52:14,266 - mmaction - INFO - Epoch [242][2920/3757] lr: 8.447e-04, eta: 12:44:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8430, loss_cls: 1.4106, loss: 1.4106, grad_norm: 8.2472 2020-08-13 00:52:30,165 - mmaction - INFO - Epoch [242][2940/3757] lr: 8.447e-04, eta: 12:43:41, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8641, loss_cls: 1.3960, loss: 1.3960, grad_norm: 8.5635 2020-08-13 00:52:45,884 - mmaction - INFO - Epoch [242][2960/3757] lr: 8.447e-04, eta: 12:43:21, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8367, loss_cls: 1.4785, loss: 1.4785, grad_norm: 8.5964 2020-08-13 00:53:01,697 - mmaction - INFO - Epoch [242][2980/3757] lr: 8.447e-04, eta: 12:43:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6305, top5_acc: 0.8422, loss_cls: 1.4877, loss: 1.4877, grad_norm: 8.8300 2020-08-13 00:53:17,506 - mmaction - INFO - Epoch [242][3000/3757] lr: 8.447e-04, eta: 12:42:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8609, loss_cls: 1.3721, loss: 1.3721, grad_norm: 8.4704 2020-08-13 00:53:33,234 - mmaction - INFO - Epoch [242][3020/3757] lr: 8.447e-04, eta: 12:42:24, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.3706, loss: 1.3706, grad_norm: 8.3122 2020-08-13 00:53:49,006 - mmaction - INFO - Epoch [242][3040/3757] lr: 8.447e-04, eta: 12:42:05, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8570, loss_cls: 1.3607, loss: 1.3607, grad_norm: 8.3885 2020-08-13 00:54:04,823 - mmaction - INFO - Epoch [242][3060/3757] lr: 8.447e-04, eta: 12:41:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8375, loss_cls: 1.4637, loss: 1.4637, grad_norm: 8.4797 2020-08-13 00:54:20,643 - mmaction - INFO - Epoch [242][3080/3757] lr: 8.447e-04, eta: 12:41:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6375, top5_acc: 0.8398, loss_cls: 1.5019, loss: 1.5019, grad_norm: 8.5045 2020-08-13 00:54:36,420 - mmaction - INFO - Epoch [242][3100/3757] lr: 8.447e-04, eta: 12:41:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3934, loss: 1.3934, grad_norm: 8.2652 2020-08-13 00:54:52,172 - mmaction - INFO - Epoch [242][3120/3757] lr: 8.447e-04, eta: 12:40:48, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8320, loss_cls: 1.4777, loss: 1.4777, grad_norm: 8.3997 2020-08-13 00:55:08,020 - mmaction - INFO - Epoch [242][3140/3757] lr: 8.447e-04, eta: 12:40:29, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.4534, loss: 1.4534, grad_norm: 8.3247 2020-08-13 00:55:23,918 - mmaction - INFO - Epoch [242][3160/3757] lr: 8.447e-04, eta: 12:40:10, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8469, loss_cls: 1.4388, loss: 1.4388, grad_norm: 8.2636 2020-08-13 00:55:39,785 - mmaction - INFO - Epoch [242][3180/3757] lr: 8.447e-04, eta: 12:39:51, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3624, loss: 1.3624, grad_norm: 8.4443 2020-08-13 00:55:55,534 - mmaction - INFO - Epoch [242][3200/3757] lr: 8.447e-04, eta: 12:39:32, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8586, loss_cls: 1.3853, loss: 1.3853, grad_norm: 8.1372 2020-08-13 00:56:11,370 - mmaction - INFO - Epoch [242][3220/3757] lr: 8.447e-04, eta: 12:39:13, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.3812, loss: 1.3812, grad_norm: 8.3338 2020-08-13 00:56:27,224 - mmaction - INFO - Epoch [242][3240/3757] lr: 8.447e-04, eta: 12:38:54, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8547, loss_cls: 1.4371, loss: 1.4371, grad_norm: 8.3753 2020-08-13 00:56:43,023 - mmaction - INFO - Epoch [242][3260/3757] lr: 8.447e-04, eta: 12:38:35, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8359, loss_cls: 1.4122, loss: 1.4122, grad_norm: 8.4642 2020-08-13 00:56:58,840 - mmaction - INFO - Epoch [242][3280/3757] lr: 8.447e-04, eta: 12:38:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8516, loss_cls: 1.3606, loss: 1.3606, grad_norm: 8.3535 2020-08-13 00:57:14,634 - mmaction - INFO - Epoch [242][3300/3757] lr: 8.447e-04, eta: 12:37:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8422, loss_cls: 1.4192, loss: 1.4192, grad_norm: 8.3711 2020-08-13 00:57:30,487 - mmaction - INFO - Epoch [242][3320/3757] lr: 8.447e-04, eta: 12:37:38, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4222, loss: 1.4222, grad_norm: 8.4587 2020-08-13 00:57:46,249 - mmaction - INFO - Epoch [242][3340/3757] lr: 8.447e-04, eta: 12:37:19, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8391, loss_cls: 1.4374, loss: 1.4374, grad_norm: 8.5760 2020-08-13 00:58:02,161 - mmaction - INFO - Epoch [242][3360/3757] lr: 8.447e-04, eta: 12:37:00, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.4436, loss: 1.4436, grad_norm: 8.3306 2020-08-13 00:58:18,000 - mmaction - INFO - Epoch [242][3380/3757] lr: 8.447e-04, eta: 12:36:41, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8531, loss_cls: 1.4026, loss: 1.4026, grad_norm: 8.3335 2020-08-13 00:58:33,702 - mmaction - INFO - Epoch [242][3400/3757] lr: 8.447e-04, eta: 12:36:22, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8539, loss_cls: 1.4393, loss: 1.4393, grad_norm: 8.4802 2020-08-13 00:58:49,520 - mmaction - INFO - Epoch [242][3420/3757] lr: 8.447e-04, eta: 12:36:03, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8469, loss_cls: 1.4053, loss: 1.4053, grad_norm: 8.1125 2020-08-13 00:59:05,313 - mmaction - INFO - Epoch [242][3440/3757] lr: 8.447e-04, eta: 12:35:44, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8352, loss_cls: 1.4520, loss: 1.4520, grad_norm: 8.2946 2020-08-13 00:59:21,107 - mmaction - INFO - Epoch [242][3460/3757] lr: 8.447e-04, eta: 12:35:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8367, loss_cls: 1.4421, loss: 1.4421, grad_norm: 8.6725 2020-08-13 00:59:36,948 - mmaction - INFO - Epoch [242][3480/3757] lr: 8.447e-04, eta: 12:35:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8641, loss_cls: 1.3228, loss: 1.3228, grad_norm: 8.1893 2020-08-13 00:59:52,735 - mmaction - INFO - Epoch [242][3500/3757] lr: 8.447e-04, eta: 12:34:47, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8578, loss_cls: 1.4217, loss: 1.4217, grad_norm: 8.2548 2020-08-13 01:00:14,320 - mmaction - INFO - Epoch [242][3520/3757] lr: 8.447e-04, eta: 12:34:35, time: 1.067, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8430, loss_cls: 1.3851, loss: 1.3851, grad_norm: 8.3433 2020-08-13 01:00:30,419 - mmaction - INFO - Epoch [242][3540/3757] lr: 8.447e-04, eta: 12:34:17, time: 0.817, data_time: 0.018, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8492, loss_cls: 1.3918, loss: 1.3918, grad_norm: 8.2363 2020-08-13 01:00:46,316 - mmaction - INFO - Epoch [242][3560/3757] lr: 8.447e-04, eta: 12:33:58, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8719, loss_cls: 1.3364, loss: 1.3364, grad_norm: 8.2718 2020-08-13 01:01:02,100 - mmaction - INFO - Epoch [242][3580/3757] lr: 8.447e-04, eta: 12:33:39, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8398, loss_cls: 1.4656, loss: 1.4656, grad_norm: 8.5275 2020-08-13 01:01:17,974 - mmaction - INFO - Epoch [242][3600/3757] lr: 8.447e-04, eta: 12:33:20, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8297, loss_cls: 1.5008, loss: 1.5008, grad_norm: 8.5217 2020-08-13 01:01:33,867 - mmaction - INFO - Epoch [242][3620/3757] lr: 8.447e-04, eta: 12:33:01, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8242, loss_cls: 1.4755, loss: 1.4755, grad_norm: 8.4744 2020-08-13 01:01:49,614 - mmaction - INFO - Epoch [242][3640/3757] lr: 8.447e-04, eta: 12:32:42, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8539, loss_cls: 1.3550, loss: 1.3550, grad_norm: 8.2944 2020-08-13 01:02:05,394 - mmaction - INFO - Epoch [242][3660/3757] lr: 8.447e-04, eta: 12:32:23, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8570, loss_cls: 1.3978, loss: 1.3978, grad_norm: 8.4139 2020-08-13 01:02:21,214 - mmaction - INFO - Epoch [242][3680/3757] lr: 8.447e-04, eta: 12:32:04, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.4004, loss: 1.4004, grad_norm: 8.3000 2020-08-13 01:02:36,977 - mmaction - INFO - Epoch [242][3700/3757] lr: 8.447e-04, eta: 12:31:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8328, loss_cls: 1.4826, loss: 1.4826, grad_norm: 8.4354 2020-08-13 01:02:52,962 - mmaction - INFO - Epoch [242][3720/3757] lr: 8.447e-04, eta: 12:31:26, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4624, loss: 1.4624, grad_norm: 8.4638 2020-08-13 01:03:08,738 - mmaction - INFO - Epoch [242][3740/3757] lr: 8.447e-04, eta: 12:31:07, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3736, loss: 1.3736, grad_norm: 8.0750 2020-08-13 01:06:24,591 - mmaction - INFO - Epoch [243][20/3757] lr: 7.361e-04, eta: 12:33:47, time: 8.415, data_time: 7.588, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8727, loss_cls: 1.2627, loss: 1.2627, grad_norm: 7.9334 2020-08-13 01:06:40,381 - mmaction - INFO - Epoch [243][40/3757] lr: 7.361e-04, eta: 12:33:28, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8547, loss_cls: 1.3848, loss: 1.3848, grad_norm: 8.6178 2020-08-13 01:06:56,152 - mmaction - INFO - Epoch [243][60/3757] lr: 7.361e-04, eta: 12:33:08, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8422, loss_cls: 1.4043, loss: 1.4043, grad_norm: 8.4386 2020-08-13 01:07:12,035 - mmaction - INFO - Epoch [243][80/3757] lr: 7.361e-04, eta: 12:32:49, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8523, loss_cls: 1.4088, loss: 1.4088, grad_norm: 8.3861 2020-08-13 01:07:27,874 - mmaction - INFO - Epoch [243][100/3757] lr: 7.361e-04, eta: 12:32:30, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8398, loss_cls: 1.4419, loss: 1.4419, grad_norm: 8.6848 2020-08-13 01:07:43,661 - mmaction - INFO - Epoch [243][120/3757] lr: 7.361e-04, eta: 12:32:11, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8547, loss_cls: 1.4079, loss: 1.4079, grad_norm: 8.2634 2020-08-13 01:07:59,534 - mmaction - INFO - Epoch [243][140/3757] lr: 7.361e-04, eta: 12:31:52, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.7070, top5_acc: 0.8641, loss_cls: 1.2630, loss: 1.2630, grad_norm: 7.9913 2020-08-13 01:08:15,299 - mmaction - INFO - Epoch [243][160/3757] lr: 7.361e-04, eta: 12:31:33, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.3727, loss: 1.3727, grad_norm: 8.2912 2020-08-13 01:08:31,112 - mmaction - INFO - Epoch [243][180/3757] lr: 7.361e-04, eta: 12:31:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8578, loss_cls: 1.3661, loss: 1.3661, grad_norm: 8.3335 2020-08-13 01:08:46,896 - mmaction - INFO - Epoch [243][200/3757] lr: 7.361e-04, eta: 12:30:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.4622, loss: 1.4622, grad_norm: 8.4997 2020-08-13 01:09:02,678 - mmaction - INFO - Epoch [243][220/3757] lr: 7.361e-04, eta: 12:30:35, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8586, loss_cls: 1.2914, loss: 1.2914, grad_norm: 7.9951 2020-08-13 01:09:18,543 - mmaction - INFO - Epoch [243][240/3757] lr: 7.361e-04, eta: 12:30:16, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8500, loss_cls: 1.3968, loss: 1.3968, grad_norm: 8.5028 2020-08-13 01:09:34,296 - mmaction - INFO - Epoch [243][260/3757] lr: 7.361e-04, eta: 12:29:57, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8508, loss_cls: 1.4114, loss: 1.4114, grad_norm: 8.6425 2020-08-13 01:09:50,128 - mmaction - INFO - Epoch [243][280/3757] lr: 7.361e-04, eta: 12:29:38, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8422, loss_cls: 1.3758, loss: 1.3758, grad_norm: 8.1476 2020-08-13 01:10:06,057 - mmaction - INFO - Epoch [243][300/3757] lr: 7.361e-04, eta: 12:29:19, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8484, loss_cls: 1.4129, loss: 1.4129, grad_norm: 8.3433 2020-08-13 01:10:21,769 - mmaction - INFO - Epoch [243][320/3757] lr: 7.361e-04, eta: 12:29:00, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.4003, loss: 1.4003, grad_norm: 8.3715 2020-08-13 01:10:37,687 - mmaction - INFO - Epoch [243][340/3757] lr: 7.361e-04, eta: 12:28:41, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8562, loss_cls: 1.3766, loss: 1.3766, grad_norm: 8.4175 2020-08-13 01:10:53,473 - mmaction - INFO - Epoch [243][360/3757] lr: 7.361e-04, eta: 12:28:22, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8430, loss_cls: 1.4143, loss: 1.4143, grad_norm: 8.5200 2020-08-13 01:11:09,291 - mmaction - INFO - Epoch [243][380/3757] lr: 7.361e-04, eta: 12:28:03, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.4137, loss: 1.4137, grad_norm: 8.4009 2020-08-13 01:11:25,217 - mmaction - INFO - Epoch [243][400/3757] lr: 7.361e-04, eta: 12:27:44, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3479, loss: 1.3479, grad_norm: 8.1697 2020-08-13 01:11:41,028 - mmaction - INFO - Epoch [243][420/3757] lr: 7.361e-04, eta: 12:27:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8320, loss_cls: 1.4869, loss: 1.4869, grad_norm: 8.3728 2020-08-13 01:11:56,822 - mmaction - INFO - Epoch [243][440/3757] lr: 7.361e-04, eta: 12:27:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8305, loss_cls: 1.4913, loss: 1.4913, grad_norm: 8.5145 2020-08-13 01:12:12,599 - mmaction - INFO - Epoch [243][460/3757] lr: 7.361e-04, eta: 12:26:47, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8336, loss_cls: 1.4104, loss: 1.4104, grad_norm: 8.0624 2020-08-13 01:12:28,495 - mmaction - INFO - Epoch [243][480/3757] lr: 7.361e-04, eta: 12:26:28, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8508, loss_cls: 1.3914, loss: 1.3914, grad_norm: 8.2845 2020-08-13 01:12:44,262 - mmaction - INFO - Epoch [243][500/3757] lr: 7.361e-04, eta: 12:26:08, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8586, loss_cls: 1.3408, loss: 1.3408, grad_norm: 8.1676 2020-08-13 01:13:00,104 - mmaction - INFO - Epoch [243][520/3757] lr: 7.361e-04, eta: 12:25:49, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8445, loss_cls: 1.4085, loss: 1.4085, grad_norm: 8.6453 2020-08-13 01:13:15,896 - mmaction - INFO - Epoch [243][540/3757] lr: 7.361e-04, eta: 12:25:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8578, loss_cls: 1.3434, loss: 1.3434, grad_norm: 8.1568 2020-08-13 01:13:31,680 - mmaction - INFO - Epoch [243][560/3757] lr: 7.361e-04, eta: 12:25:11, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.4285, loss: 1.4285, grad_norm: 8.4392 2020-08-13 01:13:47,550 - mmaction - INFO - Epoch [243][580/3757] lr: 7.361e-04, eta: 12:24:52, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8344, loss_cls: 1.4459, loss: 1.4459, grad_norm: 8.5475 2020-08-13 01:14:03,391 - mmaction - INFO - Epoch [243][600/3757] lr: 7.361e-04, eta: 12:24:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8523, loss_cls: 1.3601, loss: 1.3601, grad_norm: 8.0792 2020-08-13 01:14:19,144 - mmaction - INFO - Epoch [243][620/3757] lr: 7.361e-04, eta: 12:24:14, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8484, loss_cls: 1.3925, loss: 1.3925, grad_norm: 8.2011 2020-08-13 01:14:34,954 - mmaction - INFO - Epoch [243][640/3757] lr: 7.361e-04, eta: 12:23:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8547, loss_cls: 1.3264, loss: 1.3264, grad_norm: 7.9739 2020-08-13 01:14:50,732 - mmaction - INFO - Epoch [243][660/3757] lr: 7.361e-04, eta: 12:23:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8414, loss_cls: 1.4403, loss: 1.4403, grad_norm: 8.1901 2020-08-13 01:15:06,562 - mmaction - INFO - Epoch [243][680/3757] lr: 7.361e-04, eta: 12:23:17, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8367, loss_cls: 1.4445, loss: 1.4445, grad_norm: 8.3801 2020-08-13 01:15:22,268 - mmaction - INFO - Epoch [243][700/3757] lr: 7.361e-04, eta: 12:22:58, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8375, loss_cls: 1.4532, loss: 1.4532, grad_norm: 8.4159 2020-08-13 01:15:38,129 - mmaction - INFO - Epoch [243][720/3757] lr: 7.361e-04, eta: 12:22:39, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8438, loss_cls: 1.3943, loss: 1.3943, grad_norm: 8.1941 2020-08-13 01:15:53,825 - mmaction - INFO - Epoch [243][740/3757] lr: 7.361e-04, eta: 12:22:20, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8344, loss_cls: 1.4228, loss: 1.4228, grad_norm: 8.1417 2020-08-13 01:16:09,614 - mmaction - INFO - Epoch [243][760/3757] lr: 7.361e-04, eta: 12:22:01, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8414, loss_cls: 1.3889, loss: 1.3889, grad_norm: 8.1335 2020-08-13 01:16:25,481 - mmaction - INFO - Epoch [243][780/3757] lr: 7.361e-04, eta: 12:21:42, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8484, loss_cls: 1.3709, loss: 1.3709, grad_norm: 8.0649 2020-08-13 01:16:41,256 - mmaction - INFO - Epoch [243][800/3757] lr: 7.361e-04, eta: 12:21:23, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8438, loss_cls: 1.4345, loss: 1.4345, grad_norm: 8.4796 2020-08-13 01:16:57,033 - mmaction - INFO - Epoch [243][820/3757] lr: 7.361e-04, eta: 12:21:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8391, loss_cls: 1.4433, loss: 1.4433, grad_norm: 8.2955 2020-08-13 01:17:12,830 - mmaction - INFO - Epoch [243][840/3757] lr: 7.361e-04, eta: 12:20:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8422, loss_cls: 1.4541, loss: 1.4541, grad_norm: 8.4207 2020-08-13 01:17:28,592 - mmaction - INFO - Epoch [243][860/3757] lr: 7.361e-04, eta: 12:20:25, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8492, loss_cls: 1.4012, loss: 1.4012, grad_norm: 8.3853 2020-08-13 01:17:44,374 - mmaction - INFO - Epoch [243][880/3757] lr: 7.361e-04, eta: 12:20:06, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8469, loss_cls: 1.3911, loss: 1.3911, grad_norm: 8.5130 2020-08-13 01:18:00,210 - mmaction - INFO - Epoch [243][900/3757] lr: 7.361e-04, eta: 12:19:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8461, loss_cls: 1.4368, loss: 1.4368, grad_norm: 8.5358 2020-08-13 01:18:15,982 - mmaction - INFO - Epoch [243][920/3757] lr: 7.361e-04, eta: 12:19:28, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8422, loss_cls: 1.4575, loss: 1.4575, grad_norm: 8.5124 2020-08-13 01:18:31,781 - mmaction - INFO - Epoch [243][940/3757] lr: 7.361e-04, eta: 12:19:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8609, loss_cls: 1.3704, loss: 1.3704, grad_norm: 8.3889 2020-08-13 01:18:47,535 - mmaction - INFO - Epoch [243][960/3757] lr: 7.361e-04, eta: 12:18:50, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8570, loss_cls: 1.3807, loss: 1.3807, grad_norm: 8.2552 2020-08-13 01:19:03,393 - mmaction - INFO - Epoch [243][980/3757] lr: 7.361e-04, eta: 12:18:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8375, loss_cls: 1.4513, loss: 1.4513, grad_norm: 8.3901 2020-08-13 01:19:19,200 - mmaction - INFO - Epoch [243][1000/3757] lr: 7.361e-04, eta: 12:18:12, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8375, loss_cls: 1.4050, loss: 1.4050, grad_norm: 8.2164 2020-08-13 01:19:34,986 - mmaction - INFO - Epoch [243][1020/3757] lr: 7.361e-04, eta: 12:17:53, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8500, loss_cls: 1.3799, loss: 1.3799, grad_norm: 8.2246 2020-08-13 01:19:50,788 - mmaction - INFO - Epoch [243][1040/3757] lr: 7.361e-04, eta: 12:17:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8633, loss_cls: 1.2889, loss: 1.2889, grad_norm: 7.8393 2020-08-13 01:20:06,689 - mmaction - INFO - Epoch [243][1060/3757] lr: 7.361e-04, eta: 12:17:15, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8523, loss_cls: 1.4164, loss: 1.4164, grad_norm: 8.3499 2020-08-13 01:20:22,512 - mmaction - INFO - Epoch [243][1080/3757] lr: 7.361e-04, eta: 12:16:57, time: 0.792, data_time: 0.010, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8555, loss_cls: 1.3589, loss: 1.3589, grad_norm: 8.1433 2020-08-13 01:20:38,324 - mmaction - INFO - Epoch [243][1100/3757] lr: 7.361e-04, eta: 12:16:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8555, loss_cls: 1.4206, loss: 1.4206, grad_norm: 8.2902 2020-08-13 01:20:54,161 - mmaction - INFO - Epoch [243][1120/3757] lr: 7.361e-04, eta: 12:16:19, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8609, loss_cls: 1.3511, loss: 1.3511, grad_norm: 8.3781 2020-08-13 01:21:10,003 - mmaction - INFO - Epoch [243][1140/3757] lr: 7.361e-04, eta: 12:16:00, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8445, loss_cls: 1.4417, loss: 1.4417, grad_norm: 8.2749 2020-08-13 01:21:25,880 - mmaction - INFO - Epoch [243][1160/3757] lr: 7.361e-04, eta: 12:15:41, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8594, loss_cls: 1.3575, loss: 1.3575, grad_norm: 8.3035 2020-08-13 01:21:41,564 - mmaction - INFO - Epoch [243][1180/3757] lr: 7.361e-04, eta: 12:15:22, time: 0.784, data_time: 0.002, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.3392, loss: 1.3392, grad_norm: 8.2174 2020-08-13 01:21:57,379 - mmaction - INFO - Epoch [243][1200/3757] lr: 7.361e-04, eta: 12:15:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8414, loss_cls: 1.4591, loss: 1.4591, grad_norm: 8.5160 2020-08-13 01:22:13,193 - mmaction - INFO - Epoch [243][1220/3757] lr: 7.361e-04, eta: 12:14:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8461, loss_cls: 1.3655, loss: 1.3655, grad_norm: 8.3368 2020-08-13 01:22:28,995 - mmaction - INFO - Epoch [243][1240/3757] lr: 7.361e-04, eta: 12:14:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8516, loss_cls: 1.3686, loss: 1.3686, grad_norm: 8.3825 2020-08-13 01:22:44,878 - mmaction - INFO - Epoch [243][1260/3757] lr: 7.361e-04, eta: 12:14:06, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8492, loss_cls: 1.3852, loss: 1.3852, grad_norm: 8.3478 2020-08-13 01:23:00,716 - mmaction - INFO - Epoch [243][1280/3757] lr: 7.361e-04, eta: 12:13:47, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8562, loss_cls: 1.3752, loss: 1.3752, grad_norm: 8.2541 2020-08-13 01:23:16,502 - mmaction - INFO - Epoch [243][1300/3757] lr: 7.361e-04, eta: 12:13:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8500, loss_cls: 1.4034, loss: 1.4034, grad_norm: 8.4145 2020-08-13 01:23:32,281 - mmaction - INFO - Epoch [243][1320/3757] lr: 7.361e-04, eta: 12:13:09, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8719, loss_cls: 1.2794, loss: 1.2794, grad_norm: 8.0001 2020-08-13 01:23:48,095 - mmaction - INFO - Epoch [243][1340/3757] lr: 7.361e-04, eta: 12:12:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8438, loss_cls: 1.3720, loss: 1.3720, grad_norm: 8.1226 2020-08-13 01:24:03,995 - mmaction - INFO - Epoch [243][1360/3757] lr: 7.361e-04, eta: 12:12:31, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8328, loss_cls: 1.4518, loss: 1.4518, grad_norm: 8.5944 2020-08-13 01:24:19,837 - mmaction - INFO - Epoch [243][1380/3757] lr: 7.361e-04, eta: 12:12:13, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8359, loss_cls: 1.4617, loss: 1.4617, grad_norm: 8.6378 2020-08-13 01:24:35,652 - mmaction - INFO - Epoch [243][1400/3757] lr: 7.361e-04, eta: 12:11:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8508, loss_cls: 1.3831, loss: 1.3831, grad_norm: 8.4565 2020-08-13 01:24:51,521 - mmaction - INFO - Epoch [243][1420/3757] lr: 7.361e-04, eta: 12:11:35, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8578, loss_cls: 1.3702, loss: 1.3702, grad_norm: 8.5381 2020-08-13 01:25:07,484 - mmaction - INFO - Epoch [243][1440/3757] lr: 7.361e-04, eta: 12:11:16, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8492, loss_cls: 1.4324, loss: 1.4324, grad_norm: 8.4598 2020-08-13 01:25:23,178 - mmaction - INFO - Epoch [243][1460/3757] lr: 7.361e-04, eta: 12:10:57, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8484, loss_cls: 1.4364, loss: 1.4364, grad_norm: 8.6964 2020-08-13 01:25:39,029 - mmaction - INFO - Epoch [243][1480/3757] lr: 7.361e-04, eta: 12:10:38, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8297, loss_cls: 1.4675, loss: 1.4675, grad_norm: 8.1989 2020-08-13 01:25:54,875 - mmaction - INFO - Epoch [243][1500/3757] lr: 7.361e-04, eta: 12:10:19, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8492, loss_cls: 1.4638, loss: 1.4638, grad_norm: 8.7200 2020-08-13 01:26:10,687 - mmaction - INFO - Epoch [243][1520/3757] lr: 7.361e-04, eta: 12:10:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8383, loss_cls: 1.4272, loss: 1.4272, grad_norm: 8.3013 2020-08-13 01:26:26,548 - mmaction - INFO - Epoch [243][1540/3757] lr: 7.361e-04, eta: 12:09:42, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8492, loss_cls: 1.3491, loss: 1.3491, grad_norm: 8.1826 2020-08-13 01:26:42,288 - mmaction - INFO - Epoch [243][1560/3757] lr: 7.361e-04, eta: 12:09:23, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.3846, loss: 1.3846, grad_norm: 8.3475 2020-08-13 01:26:58,194 - mmaction - INFO - Epoch [243][1580/3757] lr: 7.361e-04, eta: 12:09:04, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8547, loss_cls: 1.3410, loss: 1.3410, grad_norm: 8.3266 2020-08-13 01:27:13,918 - mmaction - INFO - Epoch [243][1600/3757] lr: 7.361e-04, eta: 12:08:45, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8461, loss_cls: 1.4198, loss: 1.4198, grad_norm: 8.5239 2020-08-13 01:27:29,799 - mmaction - INFO - Epoch [243][1620/3757] lr: 7.361e-04, eta: 12:08:26, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.4161, loss: 1.4161, grad_norm: 8.6679 2020-08-13 01:27:45,610 - mmaction - INFO - Epoch [243][1640/3757] lr: 7.361e-04, eta: 12:08:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8336, loss_cls: 1.4458, loss: 1.4458, grad_norm: 8.5185 2020-08-13 01:28:01,396 - mmaction - INFO - Epoch [243][1660/3757] lr: 7.361e-04, eta: 12:07:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4055, loss: 1.4055, grad_norm: 8.3557 2020-08-13 01:28:17,195 - mmaction - INFO - Epoch [243][1680/3757] lr: 7.361e-04, eta: 12:07:29, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8352, loss_cls: 1.4731, loss: 1.4731, grad_norm: 8.6381 2020-08-13 01:28:33,020 - mmaction - INFO - Epoch [243][1700/3757] lr: 7.361e-04, eta: 12:07:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8406, loss_cls: 1.4570, loss: 1.4570, grad_norm: 8.7401 2020-08-13 01:28:48,867 - mmaction - INFO - Epoch [243][1720/3757] lr: 7.361e-04, eta: 12:06:52, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8430, loss_cls: 1.3942, loss: 1.3942, grad_norm: 8.1726 2020-08-13 01:29:04,731 - mmaction - INFO - Epoch [243][1740/3757] lr: 7.361e-04, eta: 12:06:33, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8609, loss_cls: 1.3142, loss: 1.3142, grad_norm: 8.1534 2020-08-13 01:29:20,591 - mmaction - INFO - Epoch [243][1760/3757] lr: 7.361e-04, eta: 12:06:14, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8648, loss_cls: 1.2950, loss: 1.2950, grad_norm: 8.1735 2020-08-13 01:29:36,380 - mmaction - INFO - Epoch [243][1780/3757] lr: 7.361e-04, eta: 12:05:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8484, loss_cls: 1.3602, loss: 1.3602, grad_norm: 8.3435 2020-08-13 01:29:52,161 - mmaction - INFO - Epoch [243][1800/3757] lr: 7.361e-04, eta: 12:05:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8477, loss_cls: 1.4242, loss: 1.4242, grad_norm: 8.2456 2020-08-13 01:30:08,050 - mmaction - INFO - Epoch [243][1820/3757] lr: 7.361e-04, eta: 12:05:17, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8422, loss_cls: 1.3923, loss: 1.3923, grad_norm: 8.4803 2020-08-13 01:30:24,177 - mmaction - INFO - Epoch [243][1840/3757] lr: 7.361e-04, eta: 12:04:59, time: 0.807, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3606, loss: 1.3606, grad_norm: 8.1753 2020-08-13 01:30:40,280 - mmaction - INFO - Epoch [243][1860/3757] lr: 7.361e-04, eta: 12:04:41, time: 0.805, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8586, loss_cls: 1.3821, loss: 1.3821, grad_norm: 8.6843 2020-08-13 01:30:56,499 - mmaction - INFO - Epoch [243][1880/3757] lr: 7.361e-04, eta: 12:04:22, time: 0.809, data_time: 0.003, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8391, loss_cls: 1.4228, loss: 1.4228, grad_norm: 8.4847 2020-08-13 01:31:12,445 - mmaction - INFO - Epoch [243][1900/3757] lr: 7.361e-04, eta: 12:04:04, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8609, loss_cls: 1.3904, loss: 1.3904, grad_norm: 8.5631 2020-08-13 01:31:28,326 - mmaction - INFO - Epoch [243][1920/3757] lr: 7.361e-04, eta: 12:03:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4174, loss: 1.4174, grad_norm: 8.3371 2020-08-13 01:31:44,162 - mmaction - INFO - Epoch [243][1940/3757] lr: 7.361e-04, eta: 12:03:26, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8547, loss_cls: 1.4278, loss: 1.4278, grad_norm: 8.5866 2020-08-13 01:32:00,023 - mmaction - INFO - Epoch [243][1960/3757] lr: 7.361e-04, eta: 12:03:07, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3916, loss: 1.3916, grad_norm: 8.6621 2020-08-13 01:32:15,827 - mmaction - INFO - Epoch [243][1980/3757] lr: 7.361e-04, eta: 12:02:48, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8430, loss_cls: 1.4440, loss: 1.4440, grad_norm: 8.5945 2020-08-13 01:32:31,634 - mmaction - INFO - Epoch [243][2000/3757] lr: 7.361e-04, eta: 12:02:30, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8531, loss_cls: 1.4003, loss: 1.4003, grad_norm: 8.6207 2020-08-13 01:32:47,519 - mmaction - INFO - Epoch [243][2020/3757] lr: 7.361e-04, eta: 12:02:11, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8430, loss_cls: 1.4588, loss: 1.4588, grad_norm: 8.7113 2020-08-13 01:33:03,301 - mmaction - INFO - Epoch [243][2040/3757] lr: 7.361e-04, eta: 12:01:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8594, loss_cls: 1.3431, loss: 1.3431, grad_norm: 8.2816 2020-08-13 01:33:19,124 - mmaction - INFO - Epoch [243][2060/3757] lr: 7.361e-04, eta: 12:01:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.4150, loss: 1.4150, grad_norm: 8.3753 2020-08-13 01:33:34,999 - mmaction - INFO - Epoch [243][2080/3757] lr: 7.361e-04, eta: 12:01:14, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8609, loss_cls: 1.3831, loss: 1.3831, grad_norm: 8.3836 2020-08-13 01:33:50,818 - mmaction - INFO - Epoch [243][2100/3757] lr: 7.361e-04, eta: 12:00:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8336, loss_cls: 1.4432, loss: 1.4432, grad_norm: 8.3900 2020-08-13 01:34:06,578 - mmaction - INFO - Epoch [243][2120/3757] lr: 7.361e-04, eta: 12:00:37, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8367, loss_cls: 1.4413, loss: 1.4413, grad_norm: 8.3265 2020-08-13 01:34:22,441 - mmaction - INFO - Epoch [243][2140/3757] lr: 7.361e-04, eta: 12:00:18, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8422, loss_cls: 1.4333, loss: 1.4333, grad_norm: 8.7882 2020-08-13 01:34:38,225 - mmaction - INFO - Epoch [243][2160/3757] lr: 7.361e-04, eta: 11:59:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8383, loss_cls: 1.4575, loss: 1.4575, grad_norm: 8.6403 2020-08-13 01:34:54,039 - mmaction - INFO - Epoch [243][2180/3757] lr: 7.361e-04, eta: 11:59:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8406, loss_cls: 1.4089, loss: 1.4089, grad_norm: 8.5377 2020-08-13 01:35:09,892 - mmaction - INFO - Epoch [243][2200/3757] lr: 7.361e-04, eta: 11:59:22, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8680, loss_cls: 1.3171, loss: 1.3171, grad_norm: 8.3039 2020-08-13 01:35:25,758 - mmaction - INFO - Epoch [243][2220/3757] lr: 7.361e-04, eta: 11:59:03, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8547, loss_cls: 1.4355, loss: 1.4355, grad_norm: 8.7587 2020-08-13 01:35:41,607 - mmaction - INFO - Epoch [243][2240/3757] lr: 7.361e-04, eta: 11:58:44, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.4129, loss: 1.4129, grad_norm: 8.3126 2020-08-13 01:35:57,458 - mmaction - INFO - Epoch [243][2260/3757] lr: 7.361e-04, eta: 11:58:25, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4084, loss: 1.4084, grad_norm: 8.3613 2020-08-13 01:36:13,280 - mmaction - INFO - Epoch [243][2280/3757] lr: 7.361e-04, eta: 11:58:07, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4125, loss: 1.4125, grad_norm: 8.4322 2020-08-13 01:36:29,045 - mmaction - INFO - Epoch [243][2300/3757] lr: 7.361e-04, eta: 11:57:48, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8422, loss_cls: 1.3980, loss: 1.3980, grad_norm: 8.4671 2020-08-13 01:36:44,824 - mmaction - INFO - Epoch [243][2320/3757] lr: 7.361e-04, eta: 11:57:29, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.3888, loss: 1.3888, grad_norm: 8.2620 2020-08-13 01:37:00,675 - mmaction - INFO - Epoch [243][2340/3757] lr: 7.361e-04, eta: 11:57:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8594, loss_cls: 1.3487, loss: 1.3487, grad_norm: 8.4765 2020-08-13 01:37:16,422 - mmaction - INFO - Epoch [243][2360/3757] lr: 7.361e-04, eta: 11:56:51, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8352, loss_cls: 1.4735, loss: 1.4735, grad_norm: 8.6142 2020-08-13 01:37:32,279 - mmaction - INFO - Epoch [243][2380/3757] lr: 7.361e-04, eta: 11:56:33, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.3897, loss: 1.3897, grad_norm: 8.3132 2020-08-13 01:37:48,085 - mmaction - INFO - Epoch [243][2400/3757] lr: 7.361e-04, eta: 11:56:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8438, loss_cls: 1.3924, loss: 1.3924, grad_norm: 8.3238 2020-08-13 01:38:03,889 - mmaction - INFO - Epoch [243][2420/3757] lr: 7.361e-04, eta: 11:55:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8414, loss_cls: 1.4113, loss: 1.4113, grad_norm: 8.3483 2020-08-13 01:38:19,757 - mmaction - INFO - Epoch [243][2440/3757] lr: 7.361e-04, eta: 11:55:36, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6508, top5_acc: 0.8453, loss_cls: 1.4493, loss: 1.4493, grad_norm: 8.4794 2020-08-13 01:38:35,549 - mmaction - INFO - Epoch [243][2460/3757] lr: 7.361e-04, eta: 11:55:18, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8445, loss_cls: 1.3973, loss: 1.3973, grad_norm: 8.3576 2020-08-13 01:38:51,350 - mmaction - INFO - Epoch [243][2480/3757] lr: 7.361e-04, eta: 11:54:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.3980, loss: 1.3980, grad_norm: 8.4705 2020-08-13 01:39:07,166 - mmaction - INFO - Epoch [243][2500/3757] lr: 7.361e-04, eta: 11:54:40, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8383, loss_cls: 1.4626, loss: 1.4626, grad_norm: 8.5796 2020-08-13 01:39:22,982 - mmaction - INFO - Epoch [243][2520/3757] lr: 7.361e-04, eta: 11:54:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8555, loss_cls: 1.3808, loss: 1.3808, grad_norm: 8.5494 2020-08-13 01:39:38,819 - mmaction - INFO - Epoch [243][2540/3757] lr: 7.361e-04, eta: 11:54:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8523, loss_cls: 1.3895, loss: 1.3895, grad_norm: 8.4284 2020-08-13 01:39:54,592 - mmaction - INFO - Epoch [243][2560/3757] lr: 7.361e-04, eta: 11:53:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.3394, loss: 1.3394, grad_norm: 8.3228 2020-08-13 01:40:10,422 - mmaction - INFO - Epoch [243][2580/3757] lr: 7.361e-04, eta: 11:53:25, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.3737, loss: 1.3737, grad_norm: 8.3048 2020-08-13 01:40:26,241 - mmaction - INFO - Epoch [243][2600/3757] lr: 7.361e-04, eta: 11:53:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4137, loss: 1.4137, grad_norm: 8.4391 2020-08-13 01:40:42,160 - mmaction - INFO - Epoch [243][2620/3757] lr: 7.361e-04, eta: 11:52:48, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.4169, loss: 1.4169, grad_norm: 8.6182 2020-08-13 01:40:58,279 - mmaction - INFO - Epoch [243][2640/3757] lr: 7.361e-04, eta: 11:52:29, time: 0.804, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8594, loss_cls: 1.3463, loss: 1.3463, grad_norm: 8.3146 2020-08-13 01:41:14,467 - mmaction - INFO - Epoch [243][2660/3757] lr: 7.361e-04, eta: 11:52:11, time: 0.811, data_time: 0.006, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8492, loss_cls: 1.3846, loss: 1.3846, grad_norm: 8.6642 2020-08-13 01:41:30,274 - mmaction - INFO - Epoch [243][2680/3757] lr: 7.361e-04, eta: 11:51:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.3743, loss: 1.3743, grad_norm: 8.2247 2020-08-13 01:41:46,147 - mmaction - INFO - Epoch [243][2700/3757] lr: 7.361e-04, eta: 11:51:34, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8430, loss_cls: 1.4276, loss: 1.4276, grad_norm: 8.5900 2020-08-13 01:42:02,010 - mmaction - INFO - Epoch [243][2720/3757] lr: 7.361e-04, eta: 11:51:15, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8383, loss_cls: 1.4007, loss: 1.4007, grad_norm: 8.4869 2020-08-13 01:42:17,805 - mmaction - INFO - Epoch [243][2740/3757] lr: 7.361e-04, eta: 11:50:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8320, loss_cls: 1.4228, loss: 1.4228, grad_norm: 8.2637 2020-08-13 01:42:33,544 - mmaction - INFO - Epoch [243][2760/3757] lr: 7.361e-04, eta: 11:50:38, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8414, loss_cls: 1.4350, loss: 1.4350, grad_norm: 8.3074 2020-08-13 01:42:49,325 - mmaction - INFO - Epoch [243][2780/3757] lr: 7.361e-04, eta: 11:50:19, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8539, loss_cls: 1.3585, loss: 1.3585, grad_norm: 8.3342 2020-08-13 01:43:05,205 - mmaction - INFO - Epoch [243][2800/3757] lr: 7.361e-04, eta: 11:50:00, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.3176, loss: 1.3176, grad_norm: 8.2417 2020-08-13 01:43:21,004 - mmaction - INFO - Epoch [243][2820/3757] lr: 7.361e-04, eta: 11:49:41, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8469, loss_cls: 1.3947, loss: 1.3947, grad_norm: 8.3181 2020-08-13 01:43:36,740 - mmaction - INFO - Epoch [243][2840/3757] lr: 7.361e-04, eta: 11:49:23, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8578, loss_cls: 1.3179, loss: 1.3179, grad_norm: 8.2194 2020-08-13 01:43:52,631 - mmaction - INFO - Epoch [243][2860/3757] lr: 7.361e-04, eta: 11:49:04, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8422, loss_cls: 1.3997, loss: 1.3997, grad_norm: 8.6661 2020-08-13 01:44:08,323 - mmaction - INFO - Epoch [243][2880/3757] lr: 7.361e-04, eta: 11:48:45, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8375, loss_cls: 1.4264, loss: 1.4264, grad_norm: 8.4442 2020-08-13 01:44:24,190 - mmaction - INFO - Epoch [243][2900/3757] lr: 7.361e-04, eta: 11:48:27, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.4211, loss: 1.4211, grad_norm: 8.3821 2020-08-13 01:44:39,895 - mmaction - INFO - Epoch [243][2920/3757] lr: 7.361e-04, eta: 11:48:08, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8367, loss_cls: 1.4009, loss: 1.4009, grad_norm: 8.2073 2020-08-13 01:44:55,741 - mmaction - INFO - Epoch [243][2940/3757] lr: 7.361e-04, eta: 11:47:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8422, loss_cls: 1.4182, loss: 1.4182, grad_norm: 8.4695 2020-08-13 01:45:11,501 - mmaction - INFO - Epoch [243][2960/3757] lr: 7.361e-04, eta: 11:47:30, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8391, loss_cls: 1.5080, loss: 1.5080, grad_norm: 8.6461 2020-08-13 01:45:27,356 - mmaction - INFO - Epoch [243][2980/3757] lr: 7.361e-04, eta: 11:47:12, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8570, loss_cls: 1.3433, loss: 1.3433, grad_norm: 8.4517 2020-08-13 01:45:43,151 - mmaction - INFO - Epoch [243][3000/3757] lr: 7.361e-04, eta: 11:46:53, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8453, loss_cls: 1.4740, loss: 1.4740, grad_norm: 8.4461 2020-08-13 01:45:58,922 - mmaction - INFO - Epoch [243][3020/3757] lr: 7.361e-04, eta: 11:46:34, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8523, loss_cls: 1.4489, loss: 1.4489, grad_norm: 8.5443 2020-08-13 01:46:14,649 - mmaction - INFO - Epoch [243][3040/3757] lr: 7.361e-04, eta: 11:46:15, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.3892, loss: 1.3892, grad_norm: 8.4750 2020-08-13 01:46:30,468 - mmaction - INFO - Epoch [243][3060/3757] lr: 7.361e-04, eta: 11:45:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8523, loss_cls: 1.3955, loss: 1.3955, grad_norm: 8.3073 2020-08-13 01:46:46,279 - mmaction - INFO - Epoch [243][3080/3757] lr: 7.361e-04, eta: 11:45:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.3125, loss: 1.3125, grad_norm: 8.0773 2020-08-13 01:47:02,113 - mmaction - INFO - Epoch [243][3100/3757] lr: 7.361e-04, eta: 11:45:20, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8539, loss_cls: 1.4091, loss: 1.4091, grad_norm: 8.2931 2020-08-13 01:47:17,902 - mmaction - INFO - Epoch [243][3120/3757] lr: 7.361e-04, eta: 11:45:01, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8609, loss_cls: 1.3733, loss: 1.3733, grad_norm: 8.5814 2020-08-13 01:47:33,750 - mmaction - INFO - Epoch [243][3140/3757] lr: 7.361e-04, eta: 11:44:42, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8398, loss_cls: 1.4299, loss: 1.4299, grad_norm: 8.4624 2020-08-13 01:47:49,485 - mmaction - INFO - Epoch [243][3160/3757] lr: 7.361e-04, eta: 11:44:23, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8531, loss_cls: 1.3816, loss: 1.3816, grad_norm: 8.7650 2020-08-13 01:48:05,367 - mmaction - INFO - Epoch [243][3180/3757] lr: 7.361e-04, eta: 11:44:05, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8570, loss_cls: 1.3586, loss: 1.3586, grad_norm: 8.4629 2020-08-13 01:48:21,134 - mmaction - INFO - Epoch [243][3200/3757] lr: 7.361e-04, eta: 11:43:46, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8320, loss_cls: 1.4967, loss: 1.4967, grad_norm: 8.5861 2020-08-13 01:48:36,931 - mmaction - INFO - Epoch [243][3220/3757] lr: 7.361e-04, eta: 11:43:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8477, loss_cls: 1.3501, loss: 1.3501, grad_norm: 8.0898 2020-08-13 01:48:52,722 - mmaction - INFO - Epoch [243][3240/3757] lr: 7.361e-04, eta: 11:43:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8562, loss_cls: 1.3959, loss: 1.3959, grad_norm: 8.6027 2020-08-13 01:49:08,507 - mmaction - INFO - Epoch [243][3260/3757] lr: 7.361e-04, eta: 11:42:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8648, loss_cls: 1.3396, loss: 1.3396, grad_norm: 8.4310 2020-08-13 01:49:24,264 - mmaction - INFO - Epoch [243][3280/3757] lr: 7.361e-04, eta: 11:42:31, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6367, top5_acc: 0.8367, loss_cls: 1.4945, loss: 1.4945, grad_norm: 8.8353 2020-08-13 01:49:40,026 - mmaction - INFO - Epoch [243][3300/3757] lr: 7.361e-04, eta: 11:42:13, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8281, loss_cls: 1.4990, loss: 1.4990, grad_norm: 8.5108 2020-08-13 01:49:55,863 - mmaction - INFO - Epoch [243][3320/3757] lr: 7.361e-04, eta: 11:41:54, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8383, loss_cls: 1.4237, loss: 1.4237, grad_norm: 8.4235 2020-08-13 01:50:11,694 - mmaction - INFO - Epoch [243][3340/3757] lr: 7.361e-04, eta: 11:41:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8500, loss_cls: 1.3394, loss: 1.3394, grad_norm: 8.1024 2020-08-13 01:50:27,556 - mmaction - INFO - Epoch [243][3360/3757] lr: 7.361e-04, eta: 11:41:17, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8547, loss_cls: 1.3764, loss: 1.3764, grad_norm: 8.4834 2020-08-13 01:50:43,269 - mmaction - INFO - Epoch [243][3380/3757] lr: 7.361e-04, eta: 11:40:58, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8453, loss_cls: 1.3819, loss: 1.3819, grad_norm: 8.3904 2020-08-13 01:50:59,051 - mmaction - INFO - Epoch [243][3400/3757] lr: 7.361e-04, eta: 11:40:40, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8367, loss_cls: 1.4727, loss: 1.4727, grad_norm: 8.4019 2020-08-13 01:51:14,960 - mmaction - INFO - Epoch [243][3420/3757] lr: 7.361e-04, eta: 11:40:21, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8477, loss_cls: 1.3423, loss: 1.3423, grad_norm: 8.0477 2020-08-13 01:51:30,753 - mmaction - INFO - Epoch [243][3440/3757] lr: 7.361e-04, eta: 11:40:02, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8555, loss_cls: 1.3560, loss: 1.3560, grad_norm: 8.3576 2020-08-13 01:51:46,585 - mmaction - INFO - Epoch [243][3460/3757] lr: 7.361e-04, eta: 11:39:44, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8484, loss_cls: 1.3565, loss: 1.3565, grad_norm: 8.0902 2020-08-13 01:52:02,347 - mmaction - INFO - Epoch [243][3480/3757] lr: 7.361e-04, eta: 11:39:25, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8492, loss_cls: 1.3992, loss: 1.3992, grad_norm: 8.4536 2020-08-13 01:52:18,113 - mmaction - INFO - Epoch [243][3500/3757] lr: 7.361e-04, eta: 11:39:06, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8602, loss_cls: 1.3564, loss: 1.3564, grad_norm: 8.4472 2020-08-13 01:52:33,838 - mmaction - INFO - Epoch [243][3520/3757] lr: 7.361e-04, eta: 11:38:48, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8461, loss_cls: 1.3919, loss: 1.3919, grad_norm: 8.5063 2020-08-13 01:52:49,721 - mmaction - INFO - Epoch [243][3540/3757] lr: 7.361e-04, eta: 11:38:29, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8445, loss_cls: 1.4123, loss: 1.4123, grad_norm: 8.4715 2020-08-13 01:53:05,504 - mmaction - INFO - Epoch [243][3560/3757] lr: 7.361e-04, eta: 11:38:11, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.4769, loss: 1.4769, grad_norm: 8.6390 2020-08-13 01:53:21,464 - mmaction - INFO - Epoch [243][3580/3757] lr: 7.361e-04, eta: 11:37:52, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8328, loss_cls: 1.4344, loss: 1.4344, grad_norm: 8.6370 2020-08-13 01:53:37,150 - mmaction - INFO - Epoch [243][3600/3757] lr: 7.361e-04, eta: 11:37:33, time: 0.784, data_time: 0.002, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8398, loss_cls: 1.5089, loss: 1.5089, grad_norm: 8.8600 2020-08-13 01:53:52,990 - mmaction - INFO - Epoch [243][3620/3757] lr: 7.361e-04, eta: 11:37:15, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8328, loss_cls: 1.4623, loss: 1.4623, grad_norm: 8.9277 2020-08-13 01:54:08,883 - mmaction - INFO - Epoch [243][3640/3757] lr: 7.361e-04, eta: 11:36:56, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8562, loss_cls: 1.3733, loss: 1.3733, grad_norm: 8.4373 2020-08-13 01:54:24,616 - mmaction - INFO - Epoch [243][3660/3757] lr: 7.361e-04, eta: 11:36:38, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8555, loss_cls: 1.4159, loss: 1.4159, grad_norm: 8.5980 2020-08-13 01:54:40,498 - mmaction - INFO - Epoch [243][3680/3757] lr: 7.361e-04, eta: 11:36:19, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.4151, loss: 1.4151, grad_norm: 8.6245 2020-08-13 01:54:56,224 - mmaction - INFO - Epoch [243][3700/3757] lr: 7.361e-04, eta: 11:36:00, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8453, loss_cls: 1.3977, loss: 1.3977, grad_norm: 8.4178 2020-08-13 01:55:12,115 - mmaction - INFO - Epoch [243][3720/3757] lr: 7.361e-04, eta: 11:35:42, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8688, loss_cls: 1.3729, loss: 1.3729, grad_norm: 8.3271 2020-08-13 01:55:27,868 - mmaction - INFO - Epoch [243][3740/3757] lr: 7.361e-04, eta: 11:35:23, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8570, loss_cls: 1.3944, loss: 1.3944, grad_norm: 8.6173 2020-08-13 01:58:58,554 - mmaction - INFO - Epoch [244][20/3757] lr: 6.349e-04, eta: 11:37:57, time: 9.418, data_time: 8.541, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8695, loss_cls: 1.3131, loss: 1.3131, grad_norm: 8.1404 2020-08-13 01:59:14,415 - mmaction - INFO - Epoch [244][40/3757] lr: 6.349e-04, eta: 11:37:38, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8461, loss_cls: 1.4138, loss: 1.4138, grad_norm: 8.1876 2020-08-13 01:59:30,165 - mmaction - INFO - Epoch [244][60/3757] lr: 6.349e-04, eta: 11:37:19, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8469, loss_cls: 1.3840, loss: 1.3840, grad_norm: 8.3427 2020-08-13 01:59:46,012 - mmaction - INFO - Epoch [244][80/3757] lr: 6.349e-04, eta: 11:37:01, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8508, loss_cls: 1.3966, loss: 1.3966, grad_norm: 8.5247 2020-08-13 02:00:01,839 - mmaction - INFO - Epoch [244][100/3757] lr: 6.349e-04, eta: 11:36:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8641, loss_cls: 1.3132, loss: 1.3132, grad_norm: 8.2189 2020-08-13 02:00:21,726 - mmaction - INFO - Epoch [244][120/3757] lr: 6.349e-04, eta: 11:36:28, time: 0.984, data_time: 0.002, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8625, loss_cls: 1.4172, loss: 1.4172, grad_norm: 8.6331 2020-08-13 02:00:37,717 - mmaction - INFO - Epoch [244][140/3757] lr: 6.349e-04, eta: 11:36:09, time: 0.810, data_time: 0.024, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8711, loss_cls: 1.3047, loss: 1.3047, grad_norm: 8.3544 2020-08-13 02:00:53,557 - mmaction - INFO - Epoch [244][160/3757] lr: 6.349e-04, eta: 11:35:51, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8555, loss_cls: 1.3053, loss: 1.3053, grad_norm: 8.0018 2020-08-13 02:01:09,553 - mmaction - INFO - Epoch [244][180/3757] lr: 6.349e-04, eta: 11:35:32, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8383, loss_cls: 1.4465, loss: 1.4465, grad_norm: 8.5805 2020-08-13 02:01:25,248 - mmaction - INFO - Epoch [244][200/3757] lr: 6.349e-04, eta: 11:35:13, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8414, loss_cls: 1.4329, loss: 1.4329, grad_norm: 8.4332 2020-08-13 02:01:41,113 - mmaction - INFO - Epoch [244][220/3757] lr: 6.349e-04, eta: 11:34:55, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.3077, loss: 1.3077, grad_norm: 8.3828 2020-08-13 02:01:56,866 - mmaction - INFO - Epoch [244][240/3757] lr: 6.349e-04, eta: 11:34:36, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8484, loss_cls: 1.3556, loss: 1.3556, grad_norm: 8.3458 2020-08-13 02:02:12,754 - mmaction - INFO - Epoch [244][260/3757] lr: 6.349e-04, eta: 11:34:17, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4124, loss: 1.4124, grad_norm: 8.7470 2020-08-13 02:02:28,503 - mmaction - INFO - Epoch [244][280/3757] lr: 6.349e-04, eta: 11:33:59, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8602, loss_cls: 1.3410, loss: 1.3410, grad_norm: 8.4181 2020-08-13 02:02:44,392 - mmaction - INFO - Epoch [244][300/3757] lr: 6.349e-04, eta: 11:33:40, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8414, loss_cls: 1.4129, loss: 1.4129, grad_norm: 8.2888 2020-08-13 02:03:00,131 - mmaction - INFO - Epoch [244][320/3757] lr: 6.349e-04, eta: 11:33:21, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.7000, top5_acc: 0.8633, loss_cls: 1.2963, loss: 1.2963, grad_norm: 8.0019 2020-08-13 02:03:16,049 - mmaction - INFO - Epoch [244][340/3757] lr: 6.349e-04, eta: 11:33:03, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8672, loss_cls: 1.2617, loss: 1.2617, grad_norm: 8.2783 2020-08-13 02:03:31,867 - mmaction - INFO - Epoch [244][360/3757] lr: 6.349e-04, eta: 11:32:44, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8477, loss_cls: 1.3979, loss: 1.3979, grad_norm: 8.8314 2020-08-13 02:03:47,582 - mmaction - INFO - Epoch [244][380/3757] lr: 6.349e-04, eta: 11:32:25, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8594, loss_cls: 1.3247, loss: 1.3247, grad_norm: 8.3861 2020-08-13 02:04:03,382 - mmaction - INFO - Epoch [244][400/3757] lr: 6.349e-04, eta: 11:32:06, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8492, loss_cls: 1.4008, loss: 1.4008, grad_norm: 8.4237 2020-08-13 02:04:19,166 - mmaction - INFO - Epoch [244][420/3757] lr: 6.349e-04, eta: 11:31:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.3942, loss: 1.3942, grad_norm: 8.5404 2020-08-13 02:04:34,973 - mmaction - INFO - Epoch [244][440/3757] lr: 6.349e-04, eta: 11:31:29, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8570, loss_cls: 1.3954, loss: 1.3954, grad_norm: 8.7064 2020-08-13 02:04:50,871 - mmaction - INFO - Epoch [244][460/3757] lr: 6.349e-04, eta: 11:31:10, time: 0.795, data_time: 0.007, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8711, loss_cls: 1.3190, loss: 1.3190, grad_norm: 8.6573 2020-08-13 02:05:06,737 - mmaction - INFO - Epoch [244][480/3757] lr: 6.349e-04, eta: 11:30:52, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8508, loss_cls: 1.3800, loss: 1.3800, grad_norm: 8.4019 2020-08-13 02:05:22,469 - mmaction - INFO - Epoch [244][500/3757] lr: 6.349e-04, eta: 11:30:33, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8430, loss_cls: 1.3988, loss: 1.3988, grad_norm: 8.4385 2020-08-13 02:05:38,375 - mmaction - INFO - Epoch [244][520/3757] lr: 6.349e-04, eta: 11:30:14, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.3758, loss: 1.3758, grad_norm: 8.3947 2020-08-13 02:05:54,164 - mmaction - INFO - Epoch [244][540/3757] lr: 6.349e-04, eta: 11:29:56, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8484, loss_cls: 1.4266, loss: 1.4266, grad_norm: 8.6264 2020-08-13 02:06:09,895 - mmaction - INFO - Epoch [244][560/3757] lr: 6.349e-04, eta: 11:29:37, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8562, loss_cls: 1.4014, loss: 1.4014, grad_norm: 8.6999 2020-08-13 02:06:25,701 - mmaction - INFO - Epoch [244][580/3757] lr: 6.349e-04, eta: 11:29:18, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8688, loss_cls: 1.3351, loss: 1.3351, grad_norm: 8.2053 2020-08-13 02:06:41,661 - mmaction - INFO - Epoch [244][600/3757] lr: 6.349e-04, eta: 11:29:00, time: 0.798, data_time: 0.001, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3240, loss: 1.3240, grad_norm: 8.5044 2020-08-13 02:06:57,603 - mmaction - INFO - Epoch [244][620/3757] lr: 6.349e-04, eta: 11:28:41, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8523, loss_cls: 1.4297, loss: 1.4297, grad_norm: 8.7190 2020-08-13 02:07:13,499 - mmaction - INFO - Epoch [244][640/3757] lr: 6.349e-04, eta: 11:28:23, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8391, loss_cls: 1.4414, loss: 1.4414, grad_norm: 8.5283 2020-08-13 02:07:29,430 - mmaction - INFO - Epoch [244][660/3757] lr: 6.349e-04, eta: 11:28:04, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8586, loss_cls: 1.3465, loss: 1.3465, grad_norm: 8.4336 2020-08-13 02:07:45,413 - mmaction - INFO - Epoch [244][680/3757] lr: 6.349e-04, eta: 11:27:46, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8461, loss_cls: 1.3889, loss: 1.3889, grad_norm: 8.4720 2020-08-13 02:08:01,346 - mmaction - INFO - Epoch [244][700/3757] lr: 6.349e-04, eta: 11:27:27, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4031, loss: 1.4031, grad_norm: 8.5545 2020-08-13 02:08:17,180 - mmaction - INFO - Epoch [244][720/3757] lr: 6.349e-04, eta: 11:27:09, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8430, loss_cls: 1.4348, loss: 1.4348, grad_norm: 8.5758 2020-08-13 02:08:33,062 - mmaction - INFO - Epoch [244][740/3757] lr: 6.349e-04, eta: 11:26:50, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8531, loss_cls: 1.3619, loss: 1.3619, grad_norm: 8.4478 2020-08-13 02:08:48,937 - mmaction - INFO - Epoch [244][760/3757] lr: 6.349e-04, eta: 11:26:31, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8492, loss_cls: 1.4026, loss: 1.4026, grad_norm: 8.5909 2020-08-13 02:09:04,733 - mmaction - INFO - Epoch [244][780/3757] lr: 6.349e-04, eta: 11:26:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8453, loss_cls: 1.3979, loss: 1.3979, grad_norm: 8.4692 2020-08-13 02:09:20,644 - mmaction - INFO - Epoch [244][800/3757] lr: 6.349e-04, eta: 11:25:54, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8633, loss_cls: 1.2850, loss: 1.2850, grad_norm: 8.0833 2020-08-13 02:09:36,572 - mmaction - INFO - Epoch [244][820/3757] lr: 6.349e-04, eta: 11:25:36, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8711, loss_cls: 1.3026, loss: 1.3026, grad_norm: 8.2557 2020-08-13 02:09:52,447 - mmaction - INFO - Epoch [244][840/3757] lr: 6.349e-04, eta: 11:25:17, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8688, loss_cls: 1.2999, loss: 1.2999, grad_norm: 8.5958 2020-08-13 02:10:08,312 - mmaction - INFO - Epoch [244][860/3757] lr: 6.349e-04, eta: 11:24:59, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8500, loss_cls: 1.3741, loss: 1.3741, grad_norm: 8.7364 2020-08-13 02:10:24,180 - mmaction - INFO - Epoch [244][880/3757] lr: 6.349e-04, eta: 11:24:40, time: 0.794, data_time: 0.006, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8547, loss_cls: 1.3335, loss: 1.3335, grad_norm: 8.5233 2020-08-13 02:10:40,079 - mmaction - INFO - Epoch [244][900/3757] lr: 6.349e-04, eta: 11:24:21, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8625, loss_cls: 1.3591, loss: 1.3591, grad_norm: 8.4256 2020-08-13 02:10:55,981 - mmaction - INFO - Epoch [244][920/3757] lr: 6.349e-04, eta: 11:24:03, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8625, loss_cls: 1.3660, loss: 1.3660, grad_norm: 8.7173 2020-08-13 02:11:11,745 - mmaction - INFO - Epoch [244][940/3757] lr: 6.349e-04, eta: 11:23:44, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8477, loss_cls: 1.4446, loss: 1.4446, grad_norm: 8.6108 2020-08-13 02:11:27,641 - mmaction - INFO - Epoch [244][960/3757] lr: 6.349e-04, eta: 11:23:26, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8555, loss_cls: 1.3694, loss: 1.3694, grad_norm: 8.5051 2020-08-13 02:11:43,499 - mmaction - INFO - Epoch [244][980/3757] lr: 6.349e-04, eta: 11:23:07, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8586, loss_cls: 1.4328, loss: 1.4328, grad_norm: 8.5069 2020-08-13 02:11:59,469 - mmaction - INFO - Epoch [244][1000/3757] lr: 6.349e-04, eta: 11:22:49, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8531, loss_cls: 1.4069, loss: 1.4069, grad_norm: 8.6370 2020-08-13 02:12:15,258 - mmaction - INFO - Epoch [244][1020/3757] lr: 6.349e-04, eta: 11:22:30, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8656, loss_cls: 1.3409, loss: 1.3409, grad_norm: 8.4803 2020-08-13 02:12:31,150 - mmaction - INFO - Epoch [244][1040/3757] lr: 6.349e-04, eta: 11:22:12, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8383, loss_cls: 1.4196, loss: 1.4196, grad_norm: 8.3765 2020-08-13 02:12:46,986 - mmaction - INFO - Epoch [244][1060/3757] lr: 6.349e-04, eta: 11:21:53, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8500, loss_cls: 1.3750, loss: 1.3750, grad_norm: 8.4471 2020-08-13 02:13:02,897 - mmaction - INFO - Epoch [244][1080/3757] lr: 6.349e-04, eta: 11:21:34, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8695, loss_cls: 1.2974, loss: 1.2974, grad_norm: 8.0770 2020-08-13 02:13:18,774 - mmaction - INFO - Epoch [244][1100/3757] lr: 6.349e-04, eta: 11:21:16, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8562, loss_cls: 1.2940, loss: 1.2940, grad_norm: 8.1076 2020-08-13 02:13:34,585 - mmaction - INFO - Epoch [244][1120/3757] lr: 6.349e-04, eta: 11:20:57, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8305, loss_cls: 1.4728, loss: 1.4728, grad_norm: 8.5005 2020-08-13 02:13:50,405 - mmaction - INFO - Epoch [244][1140/3757] lr: 6.349e-04, eta: 11:20:39, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8344, loss_cls: 1.4560, loss: 1.4560, grad_norm: 8.6725 2020-08-13 02:14:06,265 - mmaction - INFO - Epoch [244][1160/3757] lr: 6.349e-04, eta: 11:20:20, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.3995, loss: 1.3995, grad_norm: 8.6781 2020-08-13 02:14:22,111 - mmaction - INFO - Epoch [244][1180/3757] lr: 6.349e-04, eta: 11:20:02, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6383, top5_acc: 0.8211, loss_cls: 1.5107, loss: 1.5107, grad_norm: 8.6991 2020-08-13 02:14:37,929 - mmaction - INFO - Epoch [244][1200/3757] lr: 6.349e-04, eta: 11:19:43, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8438, loss_cls: 1.3644, loss: 1.3644, grad_norm: 8.4780 2020-08-13 02:14:53,742 - mmaction - INFO - Epoch [244][1220/3757] lr: 6.349e-04, eta: 11:19:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8516, loss_cls: 1.4295, loss: 1.4295, grad_norm: 8.5874 2020-08-13 02:15:09,658 - mmaction - INFO - Epoch [244][1240/3757] lr: 6.349e-04, eta: 11:19:06, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8430, loss_cls: 1.4814, loss: 1.4814, grad_norm: 8.9001 2020-08-13 02:15:25,520 - mmaction - INFO - Epoch [244][1260/3757] lr: 6.349e-04, eta: 11:18:48, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6461, top5_acc: 0.8227, loss_cls: 1.5035, loss: 1.5035, grad_norm: 8.6039 2020-08-13 02:15:41,401 - mmaction - INFO - Epoch [244][1280/3757] lr: 6.349e-04, eta: 11:18:29, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.4560, loss: 1.4560, grad_norm: 8.5673 2020-08-13 02:15:57,218 - mmaction - INFO - Epoch [244][1300/3757] lr: 6.349e-04, eta: 11:18:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8383, loss_cls: 1.4441, loss: 1.4441, grad_norm: 8.5648 2020-08-13 02:16:13,046 - mmaction - INFO - Epoch [244][1320/3757] lr: 6.349e-04, eta: 11:17:52, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8453, loss_cls: 1.3930, loss: 1.3930, grad_norm: 8.5393 2020-08-13 02:16:28,979 - mmaction - INFO - Epoch [244][1340/3757] lr: 6.349e-04, eta: 11:17:33, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8438, loss_cls: 1.4636, loss: 1.4636, grad_norm: 8.6953 2020-08-13 02:16:44,840 - mmaction - INFO - Epoch [244][1360/3757] lr: 6.349e-04, eta: 11:17:15, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8531, loss_cls: 1.4260, loss: 1.4260, grad_norm: 8.5277 2020-08-13 02:17:00,828 - mmaction - INFO - Epoch [244][1380/3757] lr: 6.349e-04, eta: 11:16:57, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8578, loss_cls: 1.3295, loss: 1.3295, grad_norm: 8.3830 2020-08-13 02:17:16,645 - mmaction - INFO - Epoch [244][1400/3757] lr: 6.349e-04, eta: 11:16:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8469, loss_cls: 1.3618, loss: 1.3618, grad_norm: 8.3518 2020-08-13 02:17:32,424 - mmaction - INFO - Epoch [244][1420/3757] lr: 6.349e-04, eta: 11:16:19, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6406, top5_acc: 0.8266, loss_cls: 1.4784, loss: 1.4784, grad_norm: 8.8069 2020-08-13 02:17:48,332 - mmaction - INFO - Epoch [244][1440/3757] lr: 6.349e-04, eta: 11:16:01, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8625, loss_cls: 1.3438, loss: 1.3438, grad_norm: 8.4475 2020-08-13 02:18:04,245 - mmaction - INFO - Epoch [244][1460/3757] lr: 6.349e-04, eta: 11:15:42, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8469, loss_cls: 1.3532, loss: 1.3532, grad_norm: 8.3573 2020-08-13 02:18:20,085 - mmaction - INFO - Epoch [244][1480/3757] lr: 6.349e-04, eta: 11:15:24, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.3782, loss: 1.3782, grad_norm: 8.5934 2020-08-13 02:18:35,987 - mmaction - INFO - Epoch [244][1500/3757] lr: 6.349e-04, eta: 11:15:06, time: 0.796, data_time: 0.006, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8570, loss_cls: 1.3819, loss: 1.3819, grad_norm: 8.5931 2020-08-13 02:18:51,778 - mmaction - INFO - Epoch [244][1520/3757] lr: 6.349e-04, eta: 11:14:47, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8406, loss_cls: 1.4015, loss: 1.4015, grad_norm: 8.5228 2020-08-13 02:19:07,630 - mmaction - INFO - Epoch [244][1540/3757] lr: 6.349e-04, eta: 11:14:28, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8461, loss_cls: 1.4502, loss: 1.4502, grad_norm: 8.6093 2020-08-13 02:19:23,431 - mmaction - INFO - Epoch [244][1560/3757] lr: 6.349e-04, eta: 11:14:10, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8516, loss_cls: 1.3617, loss: 1.3617, grad_norm: 8.3798 2020-08-13 02:19:39,270 - mmaction - INFO - Epoch [244][1580/3757] lr: 6.349e-04, eta: 11:13:51, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3896, loss: 1.3896, grad_norm: 8.6721 2020-08-13 02:19:55,114 - mmaction - INFO - Epoch [244][1600/3757] lr: 6.349e-04, eta: 11:13:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3401, loss: 1.3401, grad_norm: 8.5630 2020-08-13 02:20:10,954 - mmaction - INFO - Epoch [244][1620/3757] lr: 6.349e-04, eta: 11:13:14, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8555, loss_cls: 1.3596, loss: 1.3596, grad_norm: 8.3143 2020-08-13 02:20:26,702 - mmaction - INFO - Epoch [244][1640/3757] lr: 6.349e-04, eta: 11:12:56, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8578, loss_cls: 1.3794, loss: 1.3794, grad_norm: 8.4189 2020-08-13 02:20:42,555 - mmaction - INFO - Epoch [244][1660/3757] lr: 6.349e-04, eta: 11:12:37, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8500, loss_cls: 1.3395, loss: 1.3395, grad_norm: 8.4030 2020-08-13 02:20:58,569 - mmaction - INFO - Epoch [244][1680/3757] lr: 6.349e-04, eta: 11:12:19, time: 0.799, data_time: 0.001, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8406, loss_cls: 1.4523, loss: 1.4523, grad_norm: 8.6541 2020-08-13 02:21:14,514 - mmaction - INFO - Epoch [244][1700/3757] lr: 6.349e-04, eta: 11:12:01, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8680, loss_cls: 1.3608, loss: 1.3608, grad_norm: 8.4923 2020-08-13 02:21:30,308 - mmaction - INFO - Epoch [244][1720/3757] lr: 6.349e-04, eta: 11:11:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8453, loss_cls: 1.4105, loss: 1.4105, grad_norm: 8.7413 2020-08-13 02:21:46,328 - mmaction - INFO - Epoch [244][1740/3757] lr: 6.349e-04, eta: 11:11:24, time: 0.800, data_time: 0.008, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.4034, loss: 1.4034, grad_norm: 8.6049 2020-08-13 02:22:02,158 - mmaction - INFO - Epoch [244][1760/3757] lr: 6.349e-04, eta: 11:11:05, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8703, loss_cls: 1.3095, loss: 1.3095, grad_norm: 8.4402 2020-08-13 02:22:17,807 - mmaction - INFO - Epoch [244][1780/3757] lr: 6.349e-04, eta: 11:10:47, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8398, loss_cls: 1.4670, loss: 1.4670, grad_norm: 8.5975 2020-08-13 02:22:33,690 - mmaction - INFO - Epoch [244][1800/3757] lr: 6.349e-04, eta: 11:10:28, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3544, loss: 1.3544, grad_norm: 8.4975 2020-08-13 02:22:49,660 - mmaction - INFO - Epoch [244][1820/3757] lr: 6.349e-04, eta: 11:10:10, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.3027, loss: 1.3027, grad_norm: 8.2092 2020-08-13 02:23:05,489 - mmaction - INFO - Epoch [244][1840/3757] lr: 6.349e-04, eta: 11:09:51, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8602, loss_cls: 1.3694, loss: 1.3694, grad_norm: 8.5326 2020-08-13 02:23:21,418 - mmaction - INFO - Epoch [244][1860/3757] lr: 6.349e-04, eta: 11:09:33, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.3545, loss: 1.3545, grad_norm: 8.5327 2020-08-13 02:23:37,320 - mmaction - INFO - Epoch [244][1880/3757] lr: 6.349e-04, eta: 11:09:15, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8586, loss_cls: 1.3368, loss: 1.3368, grad_norm: 8.5783 2020-08-13 02:23:53,118 - mmaction - INFO - Epoch [244][1900/3757] lr: 6.349e-04, eta: 11:08:56, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4164, loss: 1.4164, grad_norm: 8.5698 2020-08-13 02:24:08,945 - mmaction - INFO - Epoch [244][1920/3757] lr: 6.349e-04, eta: 11:08:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8492, loss_cls: 1.3681, loss: 1.3681, grad_norm: 8.2720 2020-08-13 02:24:24,765 - mmaction - INFO - Epoch [244][1940/3757] lr: 6.349e-04, eta: 11:08:19, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4108, loss: 1.4108, grad_norm: 8.7340 2020-08-13 02:24:40,699 - mmaction - INFO - Epoch [244][1960/3757] lr: 6.349e-04, eta: 11:08:01, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8586, loss_cls: 1.3420, loss: 1.3420, grad_norm: 8.4685 2020-08-13 02:24:56,610 - mmaction - INFO - Epoch [244][1980/3757] lr: 6.349e-04, eta: 11:07:42, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8453, loss_cls: 1.4430, loss: 1.4430, grad_norm: 8.6312 2020-08-13 02:25:12,491 - mmaction - INFO - Epoch [244][2000/3757] lr: 6.349e-04, eta: 11:07:24, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8453, loss_cls: 1.4119, loss: 1.4119, grad_norm: 8.5053 2020-08-13 02:25:28,421 - mmaction - INFO - Epoch [244][2020/3757] lr: 6.349e-04, eta: 11:07:06, time: 0.796, data_time: 0.001, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8289, loss_cls: 1.5093, loss: 1.5093, grad_norm: 8.8147 2020-08-13 02:25:44,342 - mmaction - INFO - Epoch [244][2040/3757] lr: 6.349e-04, eta: 11:06:47, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8625, loss_cls: 1.4096, loss: 1.4096, grad_norm: 8.7304 2020-08-13 02:26:00,147 - mmaction - INFO - Epoch [244][2060/3757] lr: 6.349e-04, eta: 11:06:29, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.2747, loss: 1.2747, grad_norm: 8.3114 2020-08-13 02:26:16,036 - mmaction - INFO - Epoch [244][2080/3757] lr: 6.349e-04, eta: 11:06:10, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8484, loss_cls: 1.4534, loss: 1.4534, grad_norm: 8.9156 2020-08-13 02:26:31,905 - mmaction - INFO - Epoch [244][2100/3757] lr: 6.349e-04, eta: 11:05:52, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8313, loss_cls: 1.4816, loss: 1.4816, grad_norm: 8.7510 2020-08-13 02:26:47,914 - mmaction - INFO - Epoch [244][2120/3757] lr: 6.349e-04, eta: 11:05:34, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.3680, loss: 1.3680, grad_norm: 8.5765 2020-08-13 02:27:03,718 - mmaction - INFO - Epoch [244][2140/3757] lr: 6.349e-04, eta: 11:05:15, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.3171, loss: 1.3171, grad_norm: 8.2309 2020-08-13 02:27:19,624 - mmaction - INFO - Epoch [244][2160/3757] lr: 6.349e-04, eta: 11:04:57, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3457, loss: 1.3457, grad_norm: 8.2593 2020-08-13 02:27:35,354 - mmaction - INFO - Epoch [244][2180/3757] lr: 6.349e-04, eta: 11:04:38, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8461, loss_cls: 1.4452, loss: 1.4452, grad_norm: 8.6754 2020-08-13 02:27:51,233 - mmaction - INFO - Epoch [244][2200/3757] lr: 6.349e-04, eta: 11:04:20, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.3097, loss: 1.3097, grad_norm: 8.3506 2020-08-13 02:28:06,995 - mmaction - INFO - Epoch [244][2220/3757] lr: 6.349e-04, eta: 11:04:01, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8398, loss_cls: 1.4223, loss: 1.4223, grad_norm: 8.5872 2020-08-13 02:28:22,877 - mmaction - INFO - Epoch [244][2240/3757] lr: 6.349e-04, eta: 11:03:43, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3447, loss: 1.3447, grad_norm: 8.7046 2020-08-13 02:28:38,587 - mmaction - INFO - Epoch [244][2260/3757] lr: 6.349e-04, eta: 11:03:24, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8672, loss_cls: 1.3136, loss: 1.3136, grad_norm: 8.2948 2020-08-13 02:28:54,586 - mmaction - INFO - Epoch [244][2280/3757] lr: 6.349e-04, eta: 11:03:06, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8562, loss_cls: 1.3643, loss: 1.3643, grad_norm: 8.4740 2020-08-13 02:29:10,307 - mmaction - INFO - Epoch [244][2300/3757] lr: 6.349e-04, eta: 11:02:48, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8586, loss_cls: 1.3147, loss: 1.3147, grad_norm: 8.4990 2020-08-13 02:29:26,226 - mmaction - INFO - Epoch [244][2320/3757] lr: 6.349e-04, eta: 11:02:29, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.3586, loss: 1.3586, grad_norm: 8.5324 2020-08-13 02:29:41,978 - mmaction - INFO - Epoch [244][2340/3757] lr: 6.349e-04, eta: 11:02:11, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8555, loss_cls: 1.3771, loss: 1.3771, grad_norm: 8.5809 2020-08-13 02:29:57,940 - mmaction - INFO - Epoch [244][2360/3757] lr: 6.349e-04, eta: 11:01:52, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8359, loss_cls: 1.4175, loss: 1.4175, grad_norm: 8.5626 2020-08-13 02:30:13,733 - mmaction - INFO - Epoch [244][2380/3757] lr: 6.349e-04, eta: 11:01:34, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3742, loss: 1.3742, grad_norm: 8.7566 2020-08-13 02:30:29,717 - mmaction - INFO - Epoch [244][2400/3757] lr: 6.349e-04, eta: 11:01:16, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8586, loss_cls: 1.3386, loss: 1.3386, grad_norm: 8.3038 2020-08-13 02:30:45,493 - mmaction - INFO - Epoch [244][2420/3757] lr: 6.349e-04, eta: 11:00:57, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8523, loss_cls: 1.4035, loss: 1.4035, grad_norm: 8.6210 2020-08-13 02:31:01,301 - mmaction - INFO - Epoch [244][2440/3757] lr: 6.349e-04, eta: 11:00:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3603, loss: 1.3603, grad_norm: 8.4140 2020-08-13 02:31:17,151 - mmaction - INFO - Epoch [244][2460/3757] lr: 6.349e-04, eta: 11:00:20, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8406, loss_cls: 1.4635, loss: 1.4635, grad_norm: 8.6630 2020-08-13 02:31:32,996 - mmaction - INFO - Epoch [244][2480/3757] lr: 6.349e-04, eta: 11:00:02, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.3849, loss: 1.3849, grad_norm: 8.6443 2020-08-13 02:31:48,915 - mmaction - INFO - Epoch [244][2500/3757] lr: 6.349e-04, eta: 10:59:44, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8609, loss_cls: 1.3890, loss: 1.3890, grad_norm: 8.5591 2020-08-13 02:32:04,744 - mmaction - INFO - Epoch [244][2520/3757] lr: 6.349e-04, eta: 10:59:25, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8508, loss_cls: 1.3303, loss: 1.3303, grad_norm: 8.3077 2020-08-13 02:32:20,624 - mmaction - INFO - Epoch [244][2540/3757] lr: 6.349e-04, eta: 10:59:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8523, loss_cls: 1.4220, loss: 1.4220, grad_norm: 8.6314 2020-08-13 02:32:36,510 - mmaction - INFO - Epoch [244][2560/3757] lr: 6.349e-04, eta: 10:58:48, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.3762, loss: 1.3762, grad_norm: 8.6155 2020-08-13 02:32:52,595 - mmaction - INFO - Epoch [244][2580/3757] lr: 6.349e-04, eta: 10:58:30, time: 0.804, data_time: 0.005, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8500, loss_cls: 1.3556, loss: 1.3556, grad_norm: 8.3924 2020-08-13 02:33:08,391 - mmaction - INFO - Epoch [244][2600/3757] lr: 6.349e-04, eta: 10:58:12, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8617, loss_cls: 1.2912, loss: 1.2912, grad_norm: 8.2297 2020-08-13 02:33:24,193 - mmaction - INFO - Epoch [244][2620/3757] lr: 6.349e-04, eta: 10:57:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8484, loss_cls: 1.3855, loss: 1.3855, grad_norm: 8.6978 2020-08-13 02:33:40,089 - mmaction - INFO - Epoch [244][2640/3757] lr: 6.349e-04, eta: 10:57:35, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3466, loss: 1.3466, grad_norm: 8.4460 2020-08-13 02:33:55,876 - mmaction - INFO - Epoch [244][2660/3757] lr: 6.349e-04, eta: 10:57:17, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8500, loss_cls: 1.4146, loss: 1.4146, grad_norm: 8.4681 2020-08-13 02:34:11,787 - mmaction - INFO - Epoch [244][2680/3757] lr: 6.349e-04, eta: 10:56:58, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8672, loss_cls: 1.3346, loss: 1.3346, grad_norm: 8.3133 2020-08-13 02:34:27,652 - mmaction - INFO - Epoch [244][2700/3757] lr: 6.349e-04, eta: 10:56:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8594, loss_cls: 1.3156, loss: 1.3156, grad_norm: 8.3030 2020-08-13 02:34:43,504 - mmaction - INFO - Epoch [244][2720/3757] lr: 6.349e-04, eta: 10:56:22, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8555, loss_cls: 1.3320, loss: 1.3320, grad_norm: 8.1825 2020-08-13 02:34:59,346 - mmaction - INFO - Epoch [244][2740/3757] lr: 6.349e-04, eta: 10:56:03, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8508, loss_cls: 1.3756, loss: 1.3756, grad_norm: 8.6024 2020-08-13 02:35:15,215 - mmaction - INFO - Epoch [244][2760/3757] lr: 6.349e-04, eta: 10:55:45, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8680, loss_cls: 1.3207, loss: 1.3207, grad_norm: 8.5030 2020-08-13 02:35:31,228 - mmaction - INFO - Epoch [244][2780/3757] lr: 6.349e-04, eta: 10:55:27, time: 0.802, data_time: 0.005, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8578, loss_cls: 1.3045, loss: 1.3045, grad_norm: 8.4511 2020-08-13 02:35:47,112 - mmaction - INFO - Epoch [244][2800/3757] lr: 6.349e-04, eta: 10:55:08, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8469, loss_cls: 1.3417, loss: 1.3417, grad_norm: 8.3286 2020-08-13 02:36:03,039 - mmaction - INFO - Epoch [244][2820/3757] lr: 6.349e-04, eta: 10:54:50, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8391, loss_cls: 1.4139, loss: 1.4139, grad_norm: 8.3939 2020-08-13 02:36:18,875 - mmaction - INFO - Epoch [244][2840/3757] lr: 6.349e-04, eta: 10:54:32, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8523, loss_cls: 1.3940, loss: 1.3940, grad_norm: 8.4157 2020-08-13 02:36:34,781 - mmaction - INFO - Epoch [244][2860/3757] lr: 6.349e-04, eta: 10:54:14, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8430, loss_cls: 1.4544, loss: 1.4544, grad_norm: 8.7825 2020-08-13 02:36:50,670 - mmaction - INFO - Epoch [244][2880/3757] lr: 6.349e-04, eta: 10:53:55, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8453, loss_cls: 1.4014, loss: 1.4014, grad_norm: 8.4340 2020-08-13 02:37:06,551 - mmaction - INFO - Epoch [244][2900/3757] lr: 6.349e-04, eta: 10:53:37, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8539, loss_cls: 1.3854, loss: 1.3854, grad_norm: 8.5622 2020-08-13 02:37:22,437 - mmaction - INFO - Epoch [244][2920/3757] lr: 6.349e-04, eta: 10:53:19, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8414, loss_cls: 1.4156, loss: 1.4156, grad_norm: 8.4030 2020-08-13 02:37:38,278 - mmaction - INFO - Epoch [244][2940/3757] lr: 6.349e-04, eta: 10:53:00, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8469, loss_cls: 1.4344, loss: 1.4344, grad_norm: 8.6808 2020-08-13 02:37:54,052 - mmaction - INFO - Epoch [244][2960/3757] lr: 6.349e-04, eta: 10:52:42, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8586, loss_cls: 1.3457, loss: 1.3457, grad_norm: 8.1448 2020-08-13 02:38:09,889 - mmaction - INFO - Epoch [244][2980/3757] lr: 6.349e-04, eta: 10:52:24, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8180, loss_cls: 1.5220, loss: 1.5220, grad_norm: 8.6475 2020-08-13 02:38:25,716 - mmaction - INFO - Epoch [244][3000/3757] lr: 6.349e-04, eta: 10:52:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8609, loss_cls: 1.3739, loss: 1.3739, grad_norm: 8.3786 2020-08-13 02:38:41,587 - mmaction - INFO - Epoch [244][3020/3757] lr: 6.349e-04, eta: 10:51:47, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8414, loss_cls: 1.4369, loss: 1.4369, grad_norm: 8.5378 2020-08-13 02:38:57,410 - mmaction - INFO - Epoch [244][3040/3757] lr: 6.349e-04, eta: 10:51:29, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8453, loss_cls: 1.4045, loss: 1.4045, grad_norm: 8.4961 2020-08-13 02:39:13,256 - mmaction - INFO - Epoch [244][3060/3757] lr: 6.349e-04, eta: 10:51:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8648, loss_cls: 1.3804, loss: 1.3804, grad_norm: 8.5030 2020-08-13 02:39:29,130 - mmaction - INFO - Epoch [244][3080/3757] lr: 6.349e-04, eta: 10:50:52, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8539, loss_cls: 1.3160, loss: 1.3160, grad_norm: 8.1916 2020-08-13 02:39:44,852 - mmaction - INFO - Epoch [244][3100/3757] lr: 6.349e-04, eta: 10:50:33, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8453, loss_cls: 1.3592, loss: 1.3592, grad_norm: 8.3001 2020-08-13 02:40:00,693 - mmaction - INFO - Epoch [244][3120/3757] lr: 6.349e-04, eta: 10:50:15, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8578, loss_cls: 1.3840, loss: 1.3840, grad_norm: 8.6497 2020-08-13 02:40:16,597 - mmaction - INFO - Epoch [244][3140/3757] lr: 6.349e-04, eta: 10:49:57, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8570, loss_cls: 1.3417, loss: 1.3417, grad_norm: 8.1689 2020-08-13 02:40:32,558 - mmaction - INFO - Epoch [244][3160/3757] lr: 6.349e-04, eta: 10:49:39, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.4246, loss: 1.4246, grad_norm: 8.8190 2020-08-13 02:40:48,483 - mmaction - INFO - Epoch [244][3180/3757] lr: 6.349e-04, eta: 10:49:20, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8508, loss_cls: 1.4161, loss: 1.4161, grad_norm: 8.5455 2020-08-13 02:41:04,311 - mmaction - INFO - Epoch [244][3200/3757] lr: 6.349e-04, eta: 10:49:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8539, loss_cls: 1.4142, loss: 1.4142, grad_norm: 8.4756 2020-08-13 02:41:20,199 - mmaction - INFO - Epoch [244][3220/3757] lr: 6.349e-04, eta: 10:48:44, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8414, loss_cls: 1.4061, loss: 1.4061, grad_norm: 8.5968 2020-08-13 02:41:36,003 - mmaction - INFO - Epoch [244][3240/3757] lr: 6.349e-04, eta: 10:48:25, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8586, loss_cls: 1.3523, loss: 1.3523, grad_norm: 8.5506 2020-08-13 02:41:51,859 - mmaction - INFO - Epoch [244][3260/3757] lr: 6.349e-04, eta: 10:48:07, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8523, loss_cls: 1.3809, loss: 1.3809, grad_norm: 8.3788 2020-08-13 02:42:07,811 - mmaction - INFO - Epoch [244][3280/3757] lr: 6.349e-04, eta: 10:47:49, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8602, loss_cls: 1.3278, loss: 1.3278, grad_norm: 8.4095 2020-08-13 02:42:23,780 - mmaction - INFO - Epoch [244][3300/3757] lr: 6.349e-04, eta: 10:47:31, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8695, loss_cls: 1.2666, loss: 1.2666, grad_norm: 8.3333 2020-08-13 02:42:39,582 - mmaction - INFO - Epoch [244][3320/3757] lr: 6.349e-04, eta: 10:47:12, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.4002, loss: 1.4002, grad_norm: 8.6987 2020-08-13 02:42:55,466 - mmaction - INFO - Epoch [244][3340/3757] lr: 6.349e-04, eta: 10:46:54, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8539, loss_cls: 1.3670, loss: 1.3670, grad_norm: 8.6317 2020-08-13 02:43:11,207 - mmaction - INFO - Epoch [244][3360/3757] lr: 6.349e-04, eta: 10:46:36, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6398, top5_acc: 0.8297, loss_cls: 1.5341, loss: 1.5341, grad_norm: 8.7703 2020-08-13 02:43:27,148 - mmaction - INFO - Epoch [244][3380/3757] lr: 6.349e-04, eta: 10:46:18, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8492, loss_cls: 1.3810, loss: 1.3810, grad_norm: 8.3294 2020-08-13 02:43:42,815 - mmaction - INFO - Epoch [244][3400/3757] lr: 6.349e-04, eta: 10:45:59, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.3650, loss: 1.3650, grad_norm: 8.3417 2020-08-13 02:43:58,690 - mmaction - INFO - Epoch [244][3420/3757] lr: 6.349e-04, eta: 10:45:41, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8383, loss_cls: 1.4143, loss: 1.4143, grad_norm: 8.7371 2020-08-13 02:44:14,537 - mmaction - INFO - Epoch [244][3440/3757] lr: 6.349e-04, eta: 10:45:23, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8516, loss_cls: 1.3880, loss: 1.3880, grad_norm: 8.5472 2020-08-13 02:44:30,378 - mmaction - INFO - Epoch [244][3460/3757] lr: 6.349e-04, eta: 10:45:04, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8578, loss_cls: 1.3668, loss: 1.3668, grad_norm: 8.4398 2020-08-13 02:44:46,238 - mmaction - INFO - Epoch [244][3480/3757] lr: 6.349e-04, eta: 10:44:46, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.3734, loss: 1.3734, grad_norm: 8.5511 2020-08-13 02:45:02,120 - mmaction - INFO - Epoch [244][3500/3757] lr: 6.349e-04, eta: 10:44:28, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8414, loss_cls: 1.4582, loss: 1.4582, grad_norm: 8.7708 2020-08-13 02:45:17,880 - mmaction - INFO - Epoch [244][3520/3757] lr: 6.349e-04, eta: 10:44:09, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8461, loss_cls: 1.3757, loss: 1.3757, grad_norm: 8.4252 2020-08-13 02:45:33,619 - mmaction - INFO - Epoch [244][3540/3757] lr: 6.349e-04, eta: 10:43:51, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8531, loss_cls: 1.3205, loss: 1.3205, grad_norm: 8.3521 2020-08-13 02:45:49,440 - mmaction - INFO - Epoch [244][3560/3757] lr: 6.349e-04, eta: 10:43:33, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8539, loss_cls: 1.3405, loss: 1.3405, grad_norm: 8.5312 2020-08-13 02:46:05,216 - mmaction - INFO - Epoch [244][3580/3757] lr: 6.349e-04, eta: 10:43:14, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8578, loss_cls: 1.3767, loss: 1.3767, grad_norm: 8.8114 2020-08-13 02:46:21,077 - mmaction - INFO - Epoch [244][3600/3757] lr: 6.349e-04, eta: 10:42:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8406, loss_cls: 1.4468, loss: 1.4468, grad_norm: 8.6999 2020-08-13 02:46:36,855 - mmaction - INFO - Epoch [244][3620/3757] lr: 6.349e-04, eta: 10:42:38, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8664, loss_cls: 1.3901, loss: 1.3901, grad_norm: 8.5315 2020-08-13 02:46:52,845 - mmaction - INFO - Epoch [244][3640/3757] lr: 6.349e-04, eta: 10:42:20, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.4302, loss: 1.4302, grad_norm: 8.5223 2020-08-13 02:47:08,697 - mmaction - INFO - Epoch [244][3660/3757] lr: 6.349e-04, eta: 10:42:01, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8500, loss_cls: 1.4126, loss: 1.4126, grad_norm: 8.6781 2020-08-13 02:47:24,627 - mmaction - INFO - Epoch [244][3680/3757] lr: 6.349e-04, eta: 10:41:43, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8484, loss_cls: 1.3632, loss: 1.3632, grad_norm: 8.3902 2020-08-13 02:47:40,377 - mmaction - INFO - Epoch [244][3700/3757] lr: 6.349e-04, eta: 10:41:25, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.3257, loss: 1.3257, grad_norm: 8.4287 2020-08-13 02:47:56,110 - mmaction - INFO - Epoch [244][3720/3757] lr: 6.349e-04, eta: 10:41:06, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8414, loss_cls: 1.4677, loss: 1.4677, grad_norm: 8.9518 2020-08-13 02:48:12,128 - mmaction - INFO - Epoch [244][3740/3757] lr: 6.349e-04, eta: 10:40:48, time: 0.803, data_time: 0.005, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8516, loss_cls: 1.3636, loss: 1.3636, grad_norm: 8.1393 2020-08-13 02:48:54,832 - mmaction - INFO - Saving checkpoint at 244 epochs 2020-08-13 02:52:19,074 - mmaction - INFO - Epoch [245][20/3757] lr: 5.412e-04, eta: 10:43:08, time: 10.139, data_time: 9.304, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8531, loss_cls: 1.4078, loss: 1.4078, grad_norm: 8.5493 2020-08-13 02:52:35,050 - mmaction - INFO - Epoch [245][40/3757] lr: 5.412e-04, eta: 10:42:50, time: 0.799, data_time: 0.006, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8594, loss_cls: 1.3480, loss: 1.3480, grad_norm: 8.6851 2020-08-13 02:52:50,957 - mmaction - INFO - Epoch [245][60/3757] lr: 5.412e-04, eta: 10:42:31, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8461, loss_cls: 1.3749, loss: 1.3749, grad_norm: 8.4535 2020-08-13 02:53:06,732 - mmaction - INFO - Epoch [245][80/3757] lr: 5.412e-04, eta: 10:42:13, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8523, loss_cls: 1.3094, loss: 1.3094, grad_norm: 8.2458 2020-08-13 02:53:22,635 - mmaction - INFO - Epoch [245][100/3757] lr: 5.412e-04, eta: 10:41:54, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8453, loss_cls: 1.4027, loss: 1.4027, grad_norm: 8.6490 2020-08-13 02:53:38,718 - mmaction - INFO - Epoch [245][120/3757] lr: 5.412e-04, eta: 10:41:36, time: 0.803, data_time: 0.005, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8602, loss_cls: 1.3518, loss: 1.3518, grad_norm: 8.6135 2020-08-13 02:53:54,593 - mmaction - INFO - Epoch [245][140/3757] lr: 5.412e-04, eta: 10:41:18, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8516, loss_cls: 1.3986, loss: 1.3986, grad_norm: 8.3149 2020-08-13 02:54:10,453 - mmaction - INFO - Epoch [245][160/3757] lr: 5.412e-04, eta: 10:41:00, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8539, loss_cls: 1.3140, loss: 1.3140, grad_norm: 8.2436 2020-08-13 02:54:26,407 - mmaction - INFO - Epoch [245][180/3757] lr: 5.412e-04, eta: 10:40:41, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.4301, loss: 1.4301, grad_norm: 8.8001 2020-08-13 02:54:42,205 - mmaction - INFO - Epoch [245][200/3757] lr: 5.412e-04, eta: 10:40:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8305, loss_cls: 1.4134, loss: 1.4134, grad_norm: 8.6525 2020-08-13 02:54:58,011 - mmaction - INFO - Epoch [245][220/3757] lr: 5.412e-04, eta: 10:40:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8594, loss_cls: 1.3236, loss: 1.3236, grad_norm: 8.3969 2020-08-13 02:55:13,858 - mmaction - INFO - Epoch [245][240/3757] lr: 5.412e-04, eta: 10:39:46, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3856, loss: 1.3856, grad_norm: 8.5330 2020-08-13 02:55:29,666 - mmaction - INFO - Epoch [245][260/3757] lr: 5.412e-04, eta: 10:39:28, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8500, loss_cls: 1.4325, loss: 1.4325, grad_norm: 8.5662 2020-08-13 02:55:45,499 - mmaction - INFO - Epoch [245][280/3757] lr: 5.412e-04, eta: 10:39:09, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8625, loss_cls: 1.3526, loss: 1.3526, grad_norm: 8.5989 2020-08-13 02:56:01,285 - mmaction - INFO - Epoch [245][300/3757] lr: 5.412e-04, eta: 10:38:51, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8469, loss_cls: 1.4197, loss: 1.4197, grad_norm: 8.9477 2020-08-13 02:56:17,254 - mmaction - INFO - Epoch [245][320/3757] lr: 5.412e-04, eta: 10:38:33, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8453, loss_cls: 1.3740, loss: 1.3740, grad_norm: 8.5728 2020-08-13 02:56:33,227 - mmaction - INFO - Epoch [245][340/3757] lr: 5.412e-04, eta: 10:38:14, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8609, loss_cls: 1.3481, loss: 1.3481, grad_norm: 8.5542 2020-08-13 02:56:49,071 - mmaction - INFO - Epoch [245][360/3757] lr: 5.412e-04, eta: 10:37:56, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8539, loss_cls: 1.3514, loss: 1.3514, grad_norm: 8.4671 2020-08-13 02:57:04,951 - mmaction - INFO - Epoch [245][380/3757] lr: 5.412e-04, eta: 10:37:38, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8508, loss_cls: 1.3823, loss: 1.3823, grad_norm: 8.4712 2020-08-13 02:57:20,899 - mmaction - INFO - Epoch [245][400/3757] lr: 5.412e-04, eta: 10:37:19, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8461, loss_cls: 1.4106, loss: 1.4106, grad_norm: 8.6209 2020-08-13 02:57:36,709 - mmaction - INFO - Epoch [245][420/3757] lr: 5.412e-04, eta: 10:37:01, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8562, loss_cls: 1.3978, loss: 1.3978, grad_norm: 8.7990 2020-08-13 02:57:52,501 - mmaction - INFO - Epoch [245][440/3757] lr: 5.412e-04, eta: 10:36:43, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8445, loss_cls: 1.4347, loss: 1.4347, grad_norm: 8.8951 2020-08-13 02:58:08,392 - mmaction - INFO - Epoch [245][460/3757] lr: 5.412e-04, eta: 10:36:24, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8492, loss_cls: 1.3851, loss: 1.3851, grad_norm: 8.5341 2020-08-13 02:58:24,261 - mmaction - INFO - Epoch [245][480/3757] lr: 5.412e-04, eta: 10:36:06, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8469, loss_cls: 1.3933, loss: 1.3933, grad_norm: 8.5372 2020-08-13 02:58:40,095 - mmaction - INFO - Epoch [245][500/3757] lr: 5.412e-04, eta: 10:35:48, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8555, loss_cls: 1.4005, loss: 1.4005, grad_norm: 8.7751 2020-08-13 02:58:55,971 - mmaction - INFO - Epoch [245][520/3757] lr: 5.412e-04, eta: 10:35:29, time: 0.795, data_time: 0.009, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8641, loss_cls: 1.3673, loss: 1.3673, grad_norm: 8.6802 2020-08-13 02:59:11,867 - mmaction - INFO - Epoch [245][540/3757] lr: 5.412e-04, eta: 10:35:11, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8469, loss_cls: 1.4266, loss: 1.4266, grad_norm: 8.8721 2020-08-13 02:59:27,841 - mmaction - INFO - Epoch [245][560/3757] lr: 5.412e-04, eta: 10:34:53, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8430, loss_cls: 1.3904, loss: 1.3904, grad_norm: 8.7899 2020-08-13 02:59:43,605 - mmaction - INFO - Epoch [245][580/3757] lr: 5.412e-04, eta: 10:34:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8477, loss_cls: 1.3766, loss: 1.3766, grad_norm: 8.5690 2020-08-13 02:59:59,406 - mmaction - INFO - Epoch [245][600/3757] lr: 5.412e-04, eta: 10:34:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8313, loss_cls: 1.4791, loss: 1.4791, grad_norm: 8.5663 2020-08-13 03:00:20,125 - mmaction - INFO - Epoch [245][620/3757] lr: 5.412e-04, eta: 10:34:02, time: 1.024, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8539, loss_cls: 1.3944, loss: 1.3944, grad_norm: 8.5406 2020-08-13 03:00:36,002 - mmaction - INFO - Epoch [245][640/3757] lr: 5.412e-04, eta: 10:33:44, time: 0.805, data_time: 0.019, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8570, loss_cls: 1.3424, loss: 1.3424, grad_norm: 8.3739 2020-08-13 03:00:51,823 - mmaction - INFO - Epoch [245][660/3757] lr: 5.412e-04, eta: 10:33:26, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.3418, loss: 1.3418, grad_norm: 8.5936 2020-08-13 03:01:07,581 - mmaction - INFO - Epoch [245][680/3757] lr: 5.412e-04, eta: 10:33:07, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8586, loss_cls: 1.3872, loss: 1.3872, grad_norm: 8.7815 2020-08-13 03:01:23,426 - mmaction - INFO - Epoch [245][700/3757] lr: 5.412e-04, eta: 10:32:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8547, loss_cls: 1.3581, loss: 1.3581, grad_norm: 8.5045 2020-08-13 03:01:39,291 - mmaction - INFO - Epoch [245][720/3757] lr: 5.412e-04, eta: 10:32:31, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8570, loss_cls: 1.3841, loss: 1.3841, grad_norm: 8.5588 2020-08-13 03:01:55,157 - mmaction - INFO - Epoch [245][740/3757] lr: 5.412e-04, eta: 10:32:12, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8453, loss_cls: 1.3834, loss: 1.3834, grad_norm: 8.6336 2020-08-13 03:02:11,047 - mmaction - INFO - Epoch [245][760/3757] lr: 5.412e-04, eta: 10:31:54, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8359, loss_cls: 1.3992, loss: 1.3992, grad_norm: 8.2429 2020-08-13 03:02:26,832 - mmaction - INFO - Epoch [245][780/3757] lr: 5.412e-04, eta: 10:31:36, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8461, loss_cls: 1.4307, loss: 1.4307, grad_norm: 8.7626 2020-08-13 03:02:42,753 - mmaction - INFO - Epoch [245][800/3757] lr: 5.412e-04, eta: 10:31:17, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.3678, loss: 1.3678, grad_norm: 8.5225 2020-08-13 03:02:58,578 - mmaction - INFO - Epoch [245][820/3757] lr: 5.412e-04, eta: 10:30:59, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8641, loss_cls: 1.3735, loss: 1.3735, grad_norm: 8.8060 2020-08-13 03:03:14,500 - mmaction - INFO - Epoch [245][840/3757] lr: 5.412e-04, eta: 10:30:41, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8539, loss_cls: 1.2908, loss: 1.2908, grad_norm: 8.1897 2020-08-13 03:03:30,369 - mmaction - INFO - Epoch [245][860/3757] lr: 5.412e-04, eta: 10:30:22, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8578, loss_cls: 1.3103, loss: 1.3103, grad_norm: 8.3454 2020-08-13 03:03:46,241 - mmaction - INFO - Epoch [245][880/3757] lr: 5.412e-04, eta: 10:30:04, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8555, loss_cls: 1.3031, loss: 1.3031, grad_norm: 8.4312 2020-08-13 03:04:02,127 - mmaction - INFO - Epoch [245][900/3757] lr: 5.412e-04, eta: 10:29:46, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6414, top5_acc: 0.8320, loss_cls: 1.4348, loss: 1.4348, grad_norm: 8.7366 2020-08-13 03:04:18,011 - mmaction - INFO - Epoch [245][920/3757] lr: 5.412e-04, eta: 10:29:28, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6391, top5_acc: 0.8273, loss_cls: 1.5015, loss: 1.5015, grad_norm: 8.9375 2020-08-13 03:04:33,819 - mmaction - INFO - Epoch [245][940/3757] lr: 5.412e-04, eta: 10:29:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8508, loss_cls: 1.3635, loss: 1.3635, grad_norm: 8.5203 2020-08-13 03:04:49,671 - mmaction - INFO - Epoch [245][960/3757] lr: 5.412e-04, eta: 10:28:51, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8578, loss_cls: 1.3529, loss: 1.3529, grad_norm: 8.8476 2020-08-13 03:05:05,667 - mmaction - INFO - Epoch [245][980/3757] lr: 5.412e-04, eta: 10:28:33, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8406, loss_cls: 1.4389, loss: 1.4389, grad_norm: 8.6024 2020-08-13 03:05:21,506 - mmaction - INFO - Epoch [245][1000/3757] lr: 5.412e-04, eta: 10:28:14, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4270, loss: 1.4270, grad_norm: 8.4567 2020-08-13 03:05:37,362 - mmaction - INFO - Epoch [245][1020/3757] lr: 5.412e-04, eta: 10:27:56, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8414, loss_cls: 1.3994, loss: 1.3994, grad_norm: 8.5629 2020-08-13 03:05:53,258 - mmaction - INFO - Epoch [245][1040/3757] lr: 5.412e-04, eta: 10:27:38, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3636, loss: 1.3636, grad_norm: 8.4527 2020-08-13 03:06:09,117 - mmaction - INFO - Epoch [245][1060/3757] lr: 5.412e-04, eta: 10:27:20, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8711, loss_cls: 1.2839, loss: 1.2839, grad_norm: 8.4250 2020-08-13 03:06:24,933 - mmaction - INFO - Epoch [245][1080/3757] lr: 5.412e-04, eta: 10:27:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8547, loss_cls: 1.3170, loss: 1.3170, grad_norm: 8.4017 2020-08-13 03:06:40,884 - mmaction - INFO - Epoch [245][1100/3757] lr: 5.412e-04, eta: 10:26:43, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8484, loss_cls: 1.4016, loss: 1.4016, grad_norm: 8.6162 2020-08-13 03:06:56,610 - mmaction - INFO - Epoch [245][1120/3757] lr: 5.412e-04, eta: 10:26:25, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8438, loss_cls: 1.4282, loss: 1.4282, grad_norm: 8.6351 2020-08-13 03:07:12,501 - mmaction - INFO - Epoch [245][1140/3757] lr: 5.412e-04, eta: 10:26:06, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8578, loss_cls: 1.3876, loss: 1.3876, grad_norm: 8.4387 2020-08-13 03:07:28,403 - mmaction - INFO - Epoch [245][1160/3757] lr: 5.412e-04, eta: 10:25:48, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8398, loss_cls: 1.4473, loss: 1.4473, grad_norm: 8.7599 2020-08-13 03:07:44,246 - mmaction - INFO - Epoch [245][1180/3757] lr: 5.412e-04, eta: 10:25:30, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6344, top5_acc: 0.8305, loss_cls: 1.5018, loss: 1.5018, grad_norm: 8.8952 2020-08-13 03:08:00,099 - mmaction - INFO - Epoch [245][1200/3757] lr: 5.412e-04, eta: 10:25:12, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8539, loss_cls: 1.3822, loss: 1.3822, grad_norm: 8.6221 2020-08-13 03:08:15,817 - mmaction - INFO - Epoch [245][1220/3757] lr: 5.412e-04, eta: 10:24:53, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8445, loss_cls: 1.4375, loss: 1.4375, grad_norm: 8.7546 2020-08-13 03:08:31,777 - mmaction - INFO - Epoch [245][1240/3757] lr: 5.412e-04, eta: 10:24:35, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8531, loss_cls: 1.3338, loss: 1.3338, grad_norm: 8.2573 2020-08-13 03:08:47,691 - mmaction - INFO - Epoch [245][1260/3757] lr: 5.412e-04, eta: 10:24:17, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8438, loss_cls: 1.4384, loss: 1.4384, grad_norm: 8.6388 2020-08-13 03:09:03,484 - mmaction - INFO - Epoch [245][1280/3757] lr: 5.412e-04, eta: 10:23:59, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8445, loss_cls: 1.3921, loss: 1.3921, grad_norm: 8.7907 2020-08-13 03:09:19,265 - mmaction - INFO - Epoch [245][1300/3757] lr: 5.412e-04, eta: 10:23:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8438, loss_cls: 1.4201, loss: 1.4201, grad_norm: 8.7780 2020-08-13 03:09:35,186 - mmaction - INFO - Epoch [245][1320/3757] lr: 5.412e-04, eta: 10:23:22, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8406, loss_cls: 1.4256, loss: 1.4256, grad_norm: 8.5395 2020-08-13 03:09:50,989 - mmaction - INFO - Epoch [245][1340/3757] lr: 5.412e-04, eta: 10:23:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8391, loss_cls: 1.4470, loss: 1.4470, grad_norm: 8.8011 2020-08-13 03:10:06,947 - mmaction - INFO - Epoch [245][1360/3757] lr: 5.412e-04, eta: 10:22:46, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8570, loss_cls: 1.3461, loss: 1.3461, grad_norm: 8.5318 2020-08-13 03:10:22,653 - mmaction - INFO - Epoch [245][1380/3757] lr: 5.412e-04, eta: 10:22:27, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8445, loss_cls: 1.3793, loss: 1.3793, grad_norm: 8.4446 2020-08-13 03:10:38,581 - mmaction - INFO - Epoch [245][1400/3757] lr: 5.412e-04, eta: 10:22:09, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8484, loss_cls: 1.4095, loss: 1.4095, grad_norm: 8.9332 2020-08-13 03:10:54,352 - mmaction - INFO - Epoch [245][1420/3757] lr: 5.412e-04, eta: 10:21:51, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8695, loss_cls: 1.3663, loss: 1.3663, grad_norm: 8.5662 2020-08-13 03:11:10,217 - mmaction - INFO - Epoch [245][1440/3757] lr: 5.412e-04, eta: 10:21:32, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.3138, loss: 1.3138, grad_norm: 8.4004 2020-08-13 03:11:26,055 - mmaction - INFO - Epoch [245][1460/3757] lr: 5.412e-04, eta: 10:21:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8656, loss_cls: 1.3624, loss: 1.3624, grad_norm: 8.3880 2020-08-13 03:11:41,935 - mmaction - INFO - Epoch [245][1480/3757] lr: 5.412e-04, eta: 10:20:56, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8703, loss_cls: 1.2950, loss: 1.2950, grad_norm: 8.3272 2020-08-13 03:11:57,804 - mmaction - INFO - Epoch [245][1500/3757] lr: 5.412e-04, eta: 10:20:38, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8383, loss_cls: 1.4605, loss: 1.4605, grad_norm: 8.6724 2020-08-13 03:12:13,620 - mmaction - INFO - Epoch [245][1520/3757] lr: 5.412e-04, eta: 10:20:19, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8562, loss_cls: 1.3328, loss: 1.3328, grad_norm: 8.4423 2020-08-13 03:12:29,526 - mmaction - INFO - Epoch [245][1540/3757] lr: 5.412e-04, eta: 10:20:01, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8617, loss_cls: 1.3261, loss: 1.3261, grad_norm: 8.5727 2020-08-13 03:12:45,530 - mmaction - INFO - Epoch [245][1560/3757] lr: 5.412e-04, eta: 10:19:43, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.3016, loss: 1.3016, grad_norm: 8.5915 2020-08-13 03:13:01,456 - mmaction - INFO - Epoch [245][1580/3757] lr: 5.412e-04, eta: 10:19:25, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.7094, top5_acc: 0.8703, loss_cls: 1.2691, loss: 1.2691, grad_norm: 8.2430 2020-08-13 03:13:17,327 - mmaction - INFO - Epoch [245][1600/3757] lr: 5.412e-04, eta: 10:19:07, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8609, loss_cls: 1.3596, loss: 1.3596, grad_norm: 8.4935 2020-08-13 03:13:33,189 - mmaction - INFO - Epoch [245][1620/3757] lr: 5.412e-04, eta: 10:18:48, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2873, loss: 1.2873, grad_norm: 8.3657 2020-08-13 03:13:48,930 - mmaction - INFO - Epoch [245][1640/3757] lr: 5.412e-04, eta: 10:18:30, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8484, loss_cls: 1.3622, loss: 1.3622, grad_norm: 8.4503 2020-08-13 03:14:04,916 - mmaction - INFO - Epoch [245][1660/3757] lr: 5.412e-04, eta: 10:18:12, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8453, loss_cls: 1.3889, loss: 1.3889, grad_norm: 8.3599 2020-08-13 03:14:20,762 - mmaction - INFO - Epoch [245][1680/3757] lr: 5.412e-04, eta: 10:17:54, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8430, loss_cls: 1.4192, loss: 1.4192, grad_norm: 8.7575 2020-08-13 03:14:36,651 - mmaction - INFO - Epoch [245][1700/3757] lr: 5.412e-04, eta: 10:17:36, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8664, loss_cls: 1.3152, loss: 1.3152, grad_norm: 8.5351 2020-08-13 03:14:52,491 - mmaction - INFO - Epoch [245][1720/3757] lr: 5.412e-04, eta: 10:17:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8672, loss_cls: 1.2936, loss: 1.2936, grad_norm: 8.2909 2020-08-13 03:15:08,496 - mmaction - INFO - Epoch [245][1740/3757] lr: 5.412e-04, eta: 10:16:59, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8617, loss_cls: 1.3634, loss: 1.3634, grad_norm: 8.4484 2020-08-13 03:15:24,288 - mmaction - INFO - Epoch [245][1760/3757] lr: 5.412e-04, eta: 10:16:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.4244, loss: 1.4244, grad_norm: 8.7352 2020-08-13 03:15:40,179 - mmaction - INFO - Epoch [245][1780/3757] lr: 5.412e-04, eta: 10:16:23, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8531, loss_cls: 1.3802, loss: 1.3802, grad_norm: 8.7951 2020-08-13 03:15:55,974 - mmaction - INFO - Epoch [245][1800/3757] lr: 5.412e-04, eta: 10:16:05, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3244, loss: 1.3244, grad_norm: 8.2474 2020-08-13 03:16:11,920 - mmaction - INFO - Epoch [245][1820/3757] lr: 5.412e-04, eta: 10:15:46, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8633, loss_cls: 1.3122, loss: 1.3122, grad_norm: 8.4156 2020-08-13 03:16:27,845 - mmaction - INFO - Epoch [245][1840/3757] lr: 5.412e-04, eta: 10:15:28, time: 0.798, data_time: 0.006, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8641, loss_cls: 1.2977, loss: 1.2977, grad_norm: 8.4159 2020-08-13 03:16:43,748 - mmaction - INFO - Epoch [245][1860/3757] lr: 5.412e-04, eta: 10:15:10, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8562, loss_cls: 1.3284, loss: 1.3284, grad_norm: 8.3146 2020-08-13 03:16:59,584 - mmaction - INFO - Epoch [245][1880/3757] lr: 5.412e-04, eta: 10:14:52, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8445, loss_cls: 1.4296, loss: 1.4296, grad_norm: 8.7635 2020-08-13 03:17:15,591 - mmaction - INFO - Epoch [245][1900/3757] lr: 5.412e-04, eta: 10:14:34, time: 0.800, data_time: 0.004, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8461, loss_cls: 1.3983, loss: 1.3983, grad_norm: 8.6790 2020-08-13 03:17:31,451 - mmaction - INFO - Epoch [245][1920/3757] lr: 5.412e-04, eta: 10:14:16, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8516, loss_cls: 1.3834, loss: 1.3834, grad_norm: 8.6286 2020-08-13 03:17:47,313 - mmaction - INFO - Epoch [245][1940/3757] lr: 5.412e-04, eta: 10:13:57, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8570, loss_cls: 1.3338, loss: 1.3338, grad_norm: 8.3617 2020-08-13 03:18:03,138 - mmaction - INFO - Epoch [245][1960/3757] lr: 5.412e-04, eta: 10:13:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8617, loss_cls: 1.3097, loss: 1.3097, grad_norm: 8.2100 2020-08-13 03:18:19,081 - mmaction - INFO - Epoch [245][1980/3757] lr: 5.412e-04, eta: 10:13:21, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8516, loss_cls: 1.3232, loss: 1.3232, grad_norm: 8.4164 2020-08-13 03:18:34,963 - mmaction - INFO - Epoch [245][2000/3757] lr: 5.412e-04, eta: 10:13:03, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8531, loss_cls: 1.3321, loss: 1.3321, grad_norm: 8.5727 2020-08-13 03:18:50,788 - mmaction - INFO - Epoch [245][2020/3757] lr: 5.412e-04, eta: 10:12:45, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8531, loss_cls: 1.3853, loss: 1.3853, grad_norm: 8.6455 2020-08-13 03:19:06,606 - mmaction - INFO - Epoch [245][2040/3757] lr: 5.412e-04, eta: 10:12:27, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.4780, loss: 1.4780, grad_norm: 8.9370 2020-08-13 03:19:22,635 - mmaction - INFO - Epoch [245][2060/3757] lr: 5.412e-04, eta: 10:12:09, time: 0.801, data_time: 0.004, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8602, loss_cls: 1.3383, loss: 1.3383, grad_norm: 8.5234 2020-08-13 03:19:38,477 - mmaction - INFO - Epoch [245][2080/3757] lr: 5.412e-04, eta: 10:11:50, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8500, loss_cls: 1.3858, loss: 1.3858, grad_norm: 8.7181 2020-08-13 03:19:54,378 - mmaction - INFO - Epoch [245][2100/3757] lr: 5.412e-04, eta: 10:11:32, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8516, loss_cls: 1.3911, loss: 1.3911, grad_norm: 8.4714 2020-08-13 03:20:10,104 - mmaction - INFO - Epoch [245][2120/3757] lr: 5.412e-04, eta: 10:11:14, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2476, loss: 1.2476, grad_norm: 8.5159 2020-08-13 03:20:26,009 - mmaction - INFO - Epoch [245][2140/3757] lr: 5.412e-04, eta: 10:10:56, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8414, loss_cls: 1.4242, loss: 1.4242, grad_norm: 8.7347 2020-08-13 03:20:41,890 - mmaction - INFO - Epoch [245][2160/3757] lr: 5.412e-04, eta: 10:10:38, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8383, loss_cls: 1.4743, loss: 1.4743, grad_norm: 8.8807 2020-08-13 03:20:57,698 - mmaction - INFO - Epoch [245][2180/3757] lr: 5.412e-04, eta: 10:10:19, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8609, loss_cls: 1.3562, loss: 1.3562, grad_norm: 8.7174 2020-08-13 03:21:13,522 - mmaction - INFO - Epoch [245][2200/3757] lr: 5.412e-04, eta: 10:10:01, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8539, loss_cls: 1.3991, loss: 1.3991, grad_norm: 8.5850 2020-08-13 03:21:29,367 - mmaction - INFO - Epoch [245][2220/3757] lr: 5.412e-04, eta: 10:09:43, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8609, loss_cls: 1.3500, loss: 1.3500, grad_norm: 8.6935 2020-08-13 03:21:45,195 - mmaction - INFO - Epoch [245][2240/3757] lr: 5.412e-04, eta: 10:09:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8648, loss_cls: 1.3467, loss: 1.3467, grad_norm: 8.7245 2020-08-13 03:22:01,030 - mmaction - INFO - Epoch [245][2260/3757] lr: 5.412e-04, eta: 10:09:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8555, loss_cls: 1.3500, loss: 1.3500, grad_norm: 8.6184 2020-08-13 03:22:16,802 - mmaction - INFO - Epoch [245][2280/3757] lr: 5.412e-04, eta: 10:08:48, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8406, loss_cls: 1.3963, loss: 1.3963, grad_norm: 8.6548 2020-08-13 03:22:32,646 - mmaction - INFO - Epoch [245][2300/3757] lr: 5.412e-04, eta: 10:08:30, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6430, top5_acc: 0.8562, loss_cls: 1.3853, loss: 1.3853, grad_norm: 8.8631 2020-08-13 03:22:48,538 - mmaction - INFO - Epoch [245][2320/3757] lr: 5.412e-04, eta: 10:08:12, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8641, loss_cls: 1.2433, loss: 1.2433, grad_norm: 8.3334 2020-08-13 03:23:04,393 - mmaction - INFO - Epoch [245][2340/3757] lr: 5.412e-04, eta: 10:07:54, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3771, loss: 1.3771, grad_norm: 8.5141 2020-08-13 03:23:20,274 - mmaction - INFO - Epoch [245][2360/3757] lr: 5.412e-04, eta: 10:07:36, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8586, loss_cls: 1.3299, loss: 1.3299, grad_norm: 8.6327 2020-08-13 03:23:36,141 - mmaction - INFO - Epoch [245][2380/3757] lr: 5.412e-04, eta: 10:07:18, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8344, loss_cls: 1.4692, loss: 1.4692, grad_norm: 8.4952 2020-08-13 03:23:51,952 - mmaction - INFO - Epoch [245][2400/3757] lr: 5.412e-04, eta: 10:06:59, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8414, loss_cls: 1.4350, loss: 1.4350, grad_norm: 8.6373 2020-08-13 03:24:07,761 - mmaction - INFO - Epoch [245][2420/3757] lr: 5.412e-04, eta: 10:06:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8508, loss_cls: 1.3948, loss: 1.3948, grad_norm: 8.6852 2020-08-13 03:24:23,664 - mmaction - INFO - Epoch [245][2440/3757] lr: 5.412e-04, eta: 10:06:23, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8578, loss_cls: 1.2820, loss: 1.2820, grad_norm: 8.3402 2020-08-13 03:24:39,589 - mmaction - INFO - Epoch [245][2460/3757] lr: 5.412e-04, eta: 10:06:05, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8516, loss_cls: 1.3816, loss: 1.3816, grad_norm: 8.6800 2020-08-13 03:24:55,417 - mmaction - INFO - Epoch [245][2480/3757] lr: 5.412e-04, eta: 10:05:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8492, loss_cls: 1.4061, loss: 1.4061, grad_norm: 8.7567 2020-08-13 03:25:11,273 - mmaction - INFO - Epoch [245][2500/3757] lr: 5.412e-04, eta: 10:05:29, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8391, loss_cls: 1.4481, loss: 1.4481, grad_norm: 8.7597 2020-08-13 03:25:27,093 - mmaction - INFO - Epoch [245][2520/3757] lr: 5.412e-04, eta: 10:05:11, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8617, loss_cls: 1.3733, loss: 1.3733, grad_norm: 8.5239 2020-08-13 03:25:42,893 - mmaction - INFO - Epoch [245][2540/3757] lr: 5.412e-04, eta: 10:04:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8664, loss_cls: 1.2852, loss: 1.2852, grad_norm: 8.4549 2020-08-13 03:25:58,712 - mmaction - INFO - Epoch [245][2560/3757] lr: 5.412e-04, eta: 10:04:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8703, loss_cls: 1.2893, loss: 1.2893, grad_norm: 8.4850 2020-08-13 03:26:14,592 - mmaction - INFO - Epoch [245][2580/3757] lr: 5.412e-04, eta: 10:04:16, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.4032, loss: 1.4032, grad_norm: 8.6720 2020-08-13 03:26:30,444 - mmaction - INFO - Epoch [245][2600/3757] lr: 5.412e-04, eta: 10:03:58, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8656, loss_cls: 1.3561, loss: 1.3561, grad_norm: 8.6187 2020-08-13 03:26:46,295 - mmaction - INFO - Epoch [245][2620/3757] lr: 5.412e-04, eta: 10:03:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8594, loss_cls: 1.3130, loss: 1.3130, grad_norm: 8.3137 2020-08-13 03:27:02,207 - mmaction - INFO - Epoch [245][2640/3757] lr: 5.412e-04, eta: 10:03:22, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8445, loss_cls: 1.4101, loss: 1.4101, grad_norm: 8.4946 2020-08-13 03:27:18,010 - mmaction - INFO - Epoch [245][2660/3757] lr: 5.412e-04, eta: 10:03:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8695, loss_cls: 1.2992, loss: 1.2992, grad_norm: 8.4566 2020-08-13 03:27:33,909 - mmaction - INFO - Epoch [245][2680/3757] lr: 5.412e-04, eta: 10:02:45, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8508, loss_cls: 1.3929, loss: 1.3929, grad_norm: 8.6545 2020-08-13 03:27:49,786 - mmaction - INFO - Epoch [245][2700/3757] lr: 5.412e-04, eta: 10:02:27, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8297, loss_cls: 1.4356, loss: 1.4356, grad_norm: 8.5916 2020-08-13 03:28:05,642 - mmaction - INFO - Epoch [245][2720/3757] lr: 5.412e-04, eta: 10:02:09, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8602, loss_cls: 1.3874, loss: 1.3874, grad_norm: 8.7394 2020-08-13 03:28:21,412 - mmaction - INFO - Epoch [245][2740/3757] lr: 5.412e-04, eta: 10:01:51, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8367, loss_cls: 1.4393, loss: 1.4393, grad_norm: 8.9823 2020-08-13 03:28:37,276 - mmaction - INFO - Epoch [245][2760/3757] lr: 5.412e-04, eta: 10:01:33, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2882, loss: 1.2882, grad_norm: 8.4132 2020-08-13 03:28:53,161 - mmaction - INFO - Epoch [245][2780/3757] lr: 5.412e-04, eta: 10:01:15, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8594, loss_cls: 1.3360, loss: 1.3360, grad_norm: 8.6281 2020-08-13 03:29:09,030 - mmaction - INFO - Epoch [245][2800/3757] lr: 5.412e-04, eta: 10:00:57, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8500, loss_cls: 1.3680, loss: 1.3680, grad_norm: 8.5699 2020-08-13 03:29:24,856 - mmaction - INFO - Epoch [245][2820/3757] lr: 5.412e-04, eta: 10:00:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8438, loss_cls: 1.3286, loss: 1.3286, grad_norm: 8.2596 2020-08-13 03:29:40,722 - mmaction - INFO - Epoch [245][2840/3757] lr: 5.412e-04, eta: 10:00:21, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.4446, loss: 1.4446, grad_norm: 8.9574 2020-08-13 03:29:56,606 - mmaction - INFO - Epoch [245][2860/3757] lr: 5.412e-04, eta: 10:00:02, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8461, loss_cls: 1.3448, loss: 1.3448, grad_norm: 8.4098 2020-08-13 03:30:12,547 - mmaction - INFO - Epoch [245][2880/3757] lr: 5.412e-04, eta: 9:59:44, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8617, loss_cls: 1.3007, loss: 1.3007, grad_norm: 8.3087 2020-08-13 03:30:28,333 - mmaction - INFO - Epoch [245][2900/3757] lr: 5.412e-04, eta: 9:59:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8594, loss_cls: 1.3210, loss: 1.3210, grad_norm: 8.2850 2020-08-13 03:30:44,136 - mmaction - INFO - Epoch [245][2920/3757] lr: 5.412e-04, eta: 9:59:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.4000, loss: 1.4000, grad_norm: 8.5403 2020-08-13 03:31:00,007 - mmaction - INFO - Epoch [245][2940/3757] lr: 5.412e-04, eta: 9:58:50, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8391, loss_cls: 1.4701, loss: 1.4701, grad_norm: 8.5810 2020-08-13 03:31:15,902 - mmaction - INFO - Epoch [245][2960/3757] lr: 5.412e-04, eta: 9:58:32, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8445, loss_cls: 1.3751, loss: 1.3751, grad_norm: 8.5235 2020-08-13 03:31:31,818 - mmaction - INFO - Epoch [245][2980/3757] lr: 5.412e-04, eta: 9:58:14, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8477, loss_cls: 1.3801, loss: 1.3801, grad_norm: 8.3362 2020-08-13 03:31:47,594 - mmaction - INFO - Epoch [245][3000/3757] lr: 5.412e-04, eta: 9:57:56, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8547, loss_cls: 1.3805, loss: 1.3805, grad_norm: 8.6857 2020-08-13 03:32:03,382 - mmaction - INFO - Epoch [245][3020/3757] lr: 5.412e-04, eta: 9:57:38, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8766, loss_cls: 1.3243, loss: 1.3243, grad_norm: 8.2891 2020-08-13 03:32:19,244 - mmaction - INFO - Epoch [245][3040/3757] lr: 5.412e-04, eta: 9:57:19, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8430, loss_cls: 1.4379, loss: 1.4379, grad_norm: 8.7776 2020-08-13 03:32:35,078 - mmaction - INFO - Epoch [245][3060/3757] lr: 5.412e-04, eta: 9:57:01, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8508, loss_cls: 1.3753, loss: 1.3753, grad_norm: 8.7039 2020-08-13 03:32:51,001 - mmaction - INFO - Epoch [245][3080/3757] lr: 5.412e-04, eta: 9:56:43, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.3825, loss: 1.3825, grad_norm: 8.5847 2020-08-13 03:33:06,777 - mmaction - INFO - Epoch [245][3100/3757] lr: 5.412e-04, eta: 9:56:25, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8562, loss_cls: 1.3502, loss: 1.3502, grad_norm: 8.4647 2020-08-13 03:33:22,660 - mmaction - INFO - Epoch [245][3120/3757] lr: 5.412e-04, eta: 9:56:07, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8570, loss_cls: 1.3633, loss: 1.3633, grad_norm: 8.4350 2020-08-13 03:33:38,510 - mmaction - INFO - Epoch [245][3140/3757] lr: 5.412e-04, eta: 9:55:49, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8445, loss_cls: 1.4430, loss: 1.4430, grad_norm: 8.7241 2020-08-13 03:33:54,435 - mmaction - INFO - Epoch [245][3160/3757] lr: 5.412e-04, eta: 9:55:31, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8445, loss_cls: 1.4009, loss: 1.4009, grad_norm: 8.3626 2020-08-13 03:34:10,270 - mmaction - INFO - Epoch [245][3180/3757] lr: 5.412e-04, eta: 9:55:13, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8562, loss_cls: 1.3019, loss: 1.3019, grad_norm: 8.4243 2020-08-13 03:34:26,153 - mmaction - INFO - Epoch [245][3200/3757] lr: 5.412e-04, eta: 9:54:55, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8422, loss_cls: 1.3338, loss: 1.3338, grad_norm: 8.4379 2020-08-13 03:34:41,919 - mmaction - INFO - Epoch [245][3220/3757] lr: 5.412e-04, eta: 9:54:37, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.4043, loss: 1.4043, grad_norm: 8.8637 2020-08-13 03:34:57,700 - mmaction - INFO - Epoch [245][3240/3757] lr: 5.412e-04, eta: 9:54:19, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8789, loss_cls: 1.2771, loss: 1.2771, grad_norm: 8.4989 2020-08-13 03:35:13,498 - mmaction - INFO - Epoch [245][3260/3757] lr: 5.412e-04, eta: 9:54:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8586, loss_cls: 1.3365, loss: 1.3365, grad_norm: 8.3343 2020-08-13 03:35:29,325 - mmaction - INFO - Epoch [245][3280/3757] lr: 5.412e-04, eta: 9:53:42, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8445, loss_cls: 1.4257, loss: 1.4257, grad_norm: 8.8173 2020-08-13 03:35:45,151 - mmaction - INFO - Epoch [245][3300/3757] lr: 5.412e-04, eta: 9:53:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8555, loss_cls: 1.3604, loss: 1.3604, grad_norm: 8.7073 2020-08-13 03:36:00,996 - mmaction - INFO - Epoch [245][3320/3757] lr: 5.412e-04, eta: 9:53:06, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.3057, loss: 1.3057, grad_norm: 8.4040 2020-08-13 03:36:16,762 - mmaction - INFO - Epoch [245][3340/3757] lr: 5.412e-04, eta: 9:52:48, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8414, loss_cls: 1.4411, loss: 1.4411, grad_norm: 9.0313 2020-08-13 03:36:32,728 - mmaction - INFO - Epoch [245][3360/3757] lr: 5.412e-04, eta: 9:52:30, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.3776, loss: 1.3776, grad_norm: 8.6043 2020-08-13 03:36:48,524 - mmaction - INFO - Epoch [245][3380/3757] lr: 5.412e-04, eta: 9:52:12, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3584, loss: 1.3584, grad_norm: 8.5866 2020-08-13 03:37:04,362 - mmaction - INFO - Epoch [245][3400/3757] lr: 5.412e-04, eta: 9:51:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8508, loss_cls: 1.3742, loss: 1.3742, grad_norm: 8.4251 2020-08-13 03:37:20,246 - mmaction - INFO - Epoch [245][3420/3757] lr: 5.412e-04, eta: 9:51:36, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8602, loss_cls: 1.3798, loss: 1.3798, grad_norm: 8.8046 2020-08-13 03:37:36,065 - mmaction - INFO - Epoch [245][3440/3757] lr: 5.412e-04, eta: 9:51:18, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8484, loss_cls: 1.3203, loss: 1.3203, grad_norm: 8.3343 2020-08-13 03:37:52,005 - mmaction - INFO - Epoch [245][3460/3757] lr: 5.412e-04, eta: 9:51:00, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8500, loss_cls: 1.3815, loss: 1.3815, grad_norm: 8.3441 2020-08-13 03:38:07,919 - mmaction - INFO - Epoch [245][3480/3757] lr: 5.412e-04, eta: 9:50:42, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8344, loss_cls: 1.4174, loss: 1.4174, grad_norm: 8.5512 2020-08-13 03:38:23,723 - mmaction - INFO - Epoch [245][3500/3757] lr: 5.412e-04, eta: 9:50:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8492, loss_cls: 1.3882, loss: 1.3882, grad_norm: 8.6392 2020-08-13 03:38:39,546 - mmaction - INFO - Epoch [245][3520/3757] lr: 5.412e-04, eta: 9:50:06, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.3066, loss: 1.3066, grad_norm: 8.4445 2020-08-13 03:38:55,504 - mmaction - INFO - Epoch [245][3540/3757] lr: 5.412e-04, eta: 9:49:48, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8586, loss_cls: 1.2857, loss: 1.2857, grad_norm: 8.2949 2020-08-13 03:39:11,244 - mmaction - INFO - Epoch [245][3560/3757] lr: 5.412e-04, eta: 9:49:29, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8641, loss_cls: 1.3279, loss: 1.3279, grad_norm: 8.4817 2020-08-13 03:39:27,140 - mmaction - INFO - Epoch [245][3580/3757] lr: 5.412e-04, eta: 9:49:11, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8594, loss_cls: 1.3008, loss: 1.3008, grad_norm: 8.4262 2020-08-13 03:39:42,945 - mmaction - INFO - Epoch [245][3600/3757] lr: 5.412e-04, eta: 9:48:53, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.3838, loss: 1.3838, grad_norm: 8.4639 2020-08-13 03:39:58,798 - mmaction - INFO - Epoch [245][3620/3757] lr: 5.412e-04, eta: 9:48:35, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3745, loss: 1.3745, grad_norm: 8.7829 2020-08-13 03:40:14,620 - mmaction - INFO - Epoch [245][3640/3757] lr: 5.412e-04, eta: 9:48:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8578, loss_cls: 1.3612, loss: 1.3612, grad_norm: 8.7008 2020-08-13 03:40:30,376 - mmaction - INFO - Epoch [245][3660/3757] lr: 5.412e-04, eta: 9:47:59, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8484, loss_cls: 1.3421, loss: 1.3421, grad_norm: 8.1986 2020-08-13 03:40:46,406 - mmaction - INFO - Epoch [245][3680/3757] lr: 5.412e-04, eta: 9:47:41, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8586, loss_cls: 1.4213, loss: 1.4213, grad_norm: 8.6663 2020-08-13 03:41:02,290 - mmaction - INFO - Epoch [245][3700/3757] lr: 5.412e-04, eta: 9:47:23, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8422, loss_cls: 1.3761, loss: 1.3761, grad_norm: 8.4300 2020-08-13 03:41:18,145 - mmaction - INFO - Epoch [245][3720/3757] lr: 5.412e-04, eta: 9:47:05, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.3748, loss: 1.3748, grad_norm: 8.9243 2020-08-13 03:41:34,063 - mmaction - INFO - Epoch [245][3740/3757] lr: 5.412e-04, eta: 9:46:47, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8562, loss_cls: 1.3392, loss: 1.3392, grad_norm: 8.4352 2020-08-13 03:44:59,976 - mmaction - INFO - Epoch [246][20/3757] lr: 4.549e-04, eta: 9:48:21, time: 8.998, data_time: 8.182, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8602, loss_cls: 1.3397, loss: 1.3397, grad_norm: 8.5956 2020-08-13 03:45:15,884 - mmaction - INFO - Epoch [246][40/3757] lr: 4.549e-04, eta: 9:48:03, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8586, loss_cls: 1.3571, loss: 1.3571, grad_norm: 8.6752 2020-08-13 03:45:31,790 - mmaction - INFO - Epoch [246][60/3757] lr: 4.549e-04, eta: 9:47:45, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.3930, loss: 1.3930, grad_norm: 8.7635 2020-08-13 03:45:47,736 - mmaction - INFO - Epoch [246][80/3757] lr: 4.549e-04, eta: 9:47:27, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.3866, loss: 1.3866, grad_norm: 8.5876 2020-08-13 03:46:03,573 - mmaction - INFO - Epoch [246][100/3757] lr: 4.549e-04, eta: 9:47:09, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8477, loss_cls: 1.4141, loss: 1.4141, grad_norm: 8.6364 2020-08-13 03:46:19,534 - mmaction - INFO - Epoch [246][120/3757] lr: 4.549e-04, eta: 9:46:51, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8742, loss_cls: 1.2814, loss: 1.2814, grad_norm: 8.3285 2020-08-13 03:46:35,310 - mmaction - INFO - Epoch [246][140/3757] lr: 4.549e-04, eta: 9:46:33, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8617, loss_cls: 1.3557, loss: 1.3557, grad_norm: 8.7068 2020-08-13 03:46:51,128 - mmaction - INFO - Epoch [246][160/3757] lr: 4.549e-04, eta: 9:46:14, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8594, loss_cls: 1.3583, loss: 1.3583, grad_norm: 8.6263 2020-08-13 03:47:07,014 - mmaction - INFO - Epoch [246][180/3757] lr: 4.549e-04, eta: 9:45:56, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8555, loss_cls: 1.3866, loss: 1.3866, grad_norm: 8.5499 2020-08-13 03:47:22,992 - mmaction - INFO - Epoch [246][200/3757] lr: 4.549e-04, eta: 9:45:38, time: 0.800, data_time: 0.005, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8469, loss_cls: 1.4151, loss: 1.4151, grad_norm: 8.6231 2020-08-13 03:47:38,756 - mmaction - INFO - Epoch [246][220/3757] lr: 4.549e-04, eta: 9:45:20, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8438, loss_cls: 1.4018, loss: 1.4018, grad_norm: 8.5069 2020-08-13 03:47:54,533 - mmaction - INFO - Epoch [246][240/3757] lr: 4.549e-04, eta: 9:45:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8555, loss_cls: 1.3749, loss: 1.3749, grad_norm: 8.6377 2020-08-13 03:48:10,394 - mmaction - INFO - Epoch [246][260/3757] lr: 4.549e-04, eta: 9:44:44, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8484, loss_cls: 1.3835, loss: 1.3835, grad_norm: 8.6830 2020-08-13 03:48:26,347 - mmaction - INFO - Epoch [246][280/3757] lr: 4.549e-04, eta: 9:44:26, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8555, loss_cls: 1.3679, loss: 1.3679, grad_norm: 8.3800 2020-08-13 03:48:42,174 - mmaction - INFO - Epoch [246][300/3757] lr: 4.549e-04, eta: 9:44:08, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8453, loss_cls: 1.4170, loss: 1.4170, grad_norm: 8.8796 2020-08-13 03:48:58,048 - mmaction - INFO - Epoch [246][320/3757] lr: 4.549e-04, eta: 9:43:50, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8703, loss_cls: 1.3057, loss: 1.3057, grad_norm: 8.4833 2020-08-13 03:49:13,950 - mmaction - INFO - Epoch [246][340/3757] lr: 4.549e-04, eta: 9:43:32, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8508, loss_cls: 1.3676, loss: 1.3676, grad_norm: 8.5010 2020-08-13 03:49:29,746 - mmaction - INFO - Epoch [246][360/3757] lr: 4.549e-04, eta: 9:43:13, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8539, loss_cls: 1.3475, loss: 1.3475, grad_norm: 8.6810 2020-08-13 03:49:45,594 - mmaction - INFO - Epoch [246][380/3757] lr: 4.549e-04, eta: 9:42:55, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8547, loss_cls: 1.3915, loss: 1.3915, grad_norm: 8.5561 2020-08-13 03:50:01,464 - mmaction - INFO - Epoch [246][400/3757] lr: 4.549e-04, eta: 9:42:37, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8492, loss_cls: 1.3829, loss: 1.3829, grad_norm: 8.3884 2020-08-13 03:50:17,302 - mmaction - INFO - Epoch [246][420/3757] lr: 4.549e-04, eta: 9:42:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8477, loss_cls: 1.4345, loss: 1.4345, grad_norm: 8.6717 2020-08-13 03:50:33,107 - mmaction - INFO - Epoch [246][440/3757] lr: 4.549e-04, eta: 9:42:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8570, loss_cls: 1.3339, loss: 1.3339, grad_norm: 8.6621 2020-08-13 03:50:48,993 - mmaction - INFO - Epoch [246][460/3757] lr: 4.549e-04, eta: 9:41:43, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8547, loss_cls: 1.4096, loss: 1.4096, grad_norm: 8.9532 2020-08-13 03:51:04,859 - mmaction - INFO - Epoch [246][480/3757] lr: 4.549e-04, eta: 9:41:25, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8430, loss_cls: 1.4287, loss: 1.4287, grad_norm: 8.9258 2020-08-13 03:51:20,737 - mmaction - INFO - Epoch [246][500/3757] lr: 4.549e-04, eta: 9:41:07, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8609, loss_cls: 1.3510, loss: 1.3510, grad_norm: 8.6318 2020-08-13 03:51:36,615 - mmaction - INFO - Epoch [246][520/3757] lr: 4.549e-04, eta: 9:40:49, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6445, top5_acc: 0.8398, loss_cls: 1.4667, loss: 1.4667, grad_norm: 8.9674 2020-08-13 03:51:52,395 - mmaction - INFO - Epoch [246][540/3757] lr: 4.549e-04, eta: 9:40:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8633, loss_cls: 1.3394, loss: 1.3394, grad_norm: 8.5473 2020-08-13 03:52:08,208 - mmaction - INFO - Epoch [246][560/3757] lr: 4.549e-04, eta: 9:40:12, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2813, loss: 1.2813, grad_norm: 8.4551 2020-08-13 03:52:24,112 - mmaction - INFO - Epoch [246][580/3757] lr: 4.549e-04, eta: 9:39:54, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8586, loss_cls: 1.3228, loss: 1.3228, grad_norm: 8.5528 2020-08-13 03:52:39,912 - mmaction - INFO - Epoch [246][600/3757] lr: 4.549e-04, eta: 9:39:36, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8594, loss_cls: 1.3090, loss: 1.3090, grad_norm: 8.4206 2020-08-13 03:52:55,780 - mmaction - INFO - Epoch [246][620/3757] lr: 4.549e-04, eta: 9:39:18, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8523, loss_cls: 1.3694, loss: 1.3694, grad_norm: 8.5579 2020-08-13 03:53:11,483 - mmaction - INFO - Epoch [246][640/3757] lr: 4.549e-04, eta: 9:39:00, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8617, loss_cls: 1.3403, loss: 1.3403, grad_norm: 8.4475 2020-08-13 03:53:27,430 - mmaction - INFO - Epoch [246][660/3757] lr: 4.549e-04, eta: 9:38:42, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.4189, loss: 1.4189, grad_norm: 8.8159 2020-08-13 03:53:43,269 - mmaction - INFO - Epoch [246][680/3757] lr: 4.549e-04, eta: 9:38:24, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.3776, loss: 1.3776, grad_norm: 8.5010 2020-08-13 03:53:59,098 - mmaction - INFO - Epoch [246][700/3757] lr: 4.549e-04, eta: 9:38:06, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.6453, top5_acc: 0.8359, loss_cls: 1.4903, loss: 1.4903, grad_norm: 9.0236 2020-08-13 03:54:14,929 - mmaction - INFO - Epoch [246][720/3757] lr: 4.549e-04, eta: 9:37:48, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.7008, top5_acc: 0.8594, loss_cls: 1.2794, loss: 1.2794, grad_norm: 8.1072 2020-08-13 03:54:30,852 - mmaction - INFO - Epoch [246][740/3757] lr: 4.549e-04, eta: 9:37:30, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8469, loss_cls: 1.3337, loss: 1.3337, grad_norm: 8.4182 2020-08-13 03:54:46,570 - mmaction - INFO - Epoch [246][760/3757] lr: 4.549e-04, eta: 9:37:11, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8547, loss_cls: 1.3530, loss: 1.3530, grad_norm: 8.4675 2020-08-13 03:55:02,436 - mmaction - INFO - Epoch [246][780/3757] lr: 4.549e-04, eta: 9:36:53, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8758, loss_cls: 1.2575, loss: 1.2575, grad_norm: 8.4787 2020-08-13 03:55:18,156 - mmaction - INFO - Epoch [246][800/3757] lr: 4.549e-04, eta: 9:36:35, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8508, loss_cls: 1.3546, loss: 1.3546, grad_norm: 8.5919 2020-08-13 03:55:34,105 - mmaction - INFO - Epoch [246][820/3757] lr: 4.549e-04, eta: 9:36:17, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8523, loss_cls: 1.3072, loss: 1.3072, grad_norm: 8.5093 2020-08-13 03:55:49,997 - mmaction - INFO - Epoch [246][840/3757] lr: 4.549e-04, eta: 9:35:59, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8531, loss_cls: 1.3148, loss: 1.3148, grad_norm: 8.4219 2020-08-13 03:56:05,793 - mmaction - INFO - Epoch [246][860/3757] lr: 4.549e-04, eta: 9:35:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8625, loss_cls: 1.3325, loss: 1.3325, grad_norm: 8.2392 2020-08-13 03:56:21,432 - mmaction - INFO - Epoch [246][880/3757] lr: 4.549e-04, eta: 9:35:23, time: 0.782, data_time: 0.002, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8672, loss_cls: 1.2848, loss: 1.2848, grad_norm: 8.3414 2020-08-13 03:56:37,298 - mmaction - INFO - Epoch [246][900/3757] lr: 4.549e-04, eta: 9:35:05, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3838, loss: 1.3838, grad_norm: 8.6435 2020-08-13 03:56:53,156 - mmaction - INFO - Epoch [246][920/3757] lr: 4.549e-04, eta: 9:34:47, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8797, loss_cls: 1.2598, loss: 1.2598, grad_norm: 8.6073 2020-08-13 03:57:08,921 - mmaction - INFO - Epoch [246][940/3757] lr: 4.549e-04, eta: 9:34:29, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8633, loss_cls: 1.3370, loss: 1.3370, grad_norm: 8.7050 2020-08-13 03:57:24,703 - mmaction - INFO - Epoch [246][960/3757] lr: 4.549e-04, eta: 9:34:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8609, loss_cls: 1.2934, loss: 1.2934, grad_norm: 8.7150 2020-08-13 03:57:40,576 - mmaction - INFO - Epoch [246][980/3757] lr: 4.549e-04, eta: 9:33:52, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8594, loss_cls: 1.3653, loss: 1.3653, grad_norm: 8.5621 2020-08-13 03:57:56,357 - mmaction - INFO - Epoch [246][1000/3757] lr: 4.549e-04, eta: 9:33:34, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8562, loss_cls: 1.3859, loss: 1.3859, grad_norm: 8.8121 2020-08-13 03:58:12,230 - mmaction - INFO - Epoch [246][1020/3757] lr: 4.549e-04, eta: 9:33:16, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8445, loss_cls: 1.3707, loss: 1.3707, grad_norm: 8.7157 2020-08-13 03:58:28,096 - mmaction - INFO - Epoch [246][1040/3757] lr: 4.549e-04, eta: 9:32:58, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8477, loss_cls: 1.4190, loss: 1.4190, grad_norm: 9.0632 2020-08-13 03:58:44,086 - mmaction - INFO - Epoch [246][1060/3757] lr: 4.549e-04, eta: 9:32:40, time: 0.801, data_time: 0.005, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3647, loss: 1.3647, grad_norm: 8.7415 2020-08-13 03:58:59,878 - mmaction - INFO - Epoch [246][1080/3757] lr: 4.549e-04, eta: 9:32:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8469, loss_cls: 1.3850, loss: 1.3850, grad_norm: 8.9973 2020-08-13 03:59:15,730 - mmaction - INFO - Epoch [246][1100/3757] lr: 4.549e-04, eta: 9:32:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8555, loss_cls: 1.3791, loss: 1.3791, grad_norm: 8.7108 2020-08-13 03:59:31,526 - mmaction - INFO - Epoch [246][1120/3757] lr: 4.549e-04, eta: 9:31:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8492, loss_cls: 1.3509, loss: 1.3509, grad_norm: 8.5083 2020-08-13 03:59:47,355 - mmaction - INFO - Epoch [246][1140/3757] lr: 4.549e-04, eta: 9:31:28, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8727, loss_cls: 1.2652, loss: 1.2652, grad_norm: 8.6663 2020-08-13 04:00:05,983 - mmaction - INFO - Epoch [246][1160/3757] lr: 4.549e-04, eta: 9:31:10, time: 0.796, data_time: 0.002, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8594, loss_cls: 1.2898, loss: 1.2898, grad_norm: 8.1945 2020-08-13 04:00:24,991 - mmaction - INFO - Epoch [246][1180/3757] lr: 4.549e-04, eta: 9:30:57, time: 1.086, data_time: 0.144, memory: 6192, top1_acc: 0.6523, top5_acc: 0.8523, loss_cls: 1.4107, loss: 1.4107, grad_norm: 8.7635 2020-08-13 04:00:40,778 - mmaction - INFO - Epoch [246][1200/3757] lr: 4.549e-04, eta: 9:30:39, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8469, loss_cls: 1.3858, loss: 1.3858, grad_norm: 8.6723 2020-08-13 04:00:56,618 - mmaction - INFO - Epoch [246][1220/3757] lr: 4.549e-04, eta: 9:30:21, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2627, loss: 1.2627, grad_norm: 8.4060 2020-08-13 04:01:12,488 - mmaction - INFO - Epoch [246][1240/3757] lr: 4.549e-04, eta: 9:30:03, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8484, loss_cls: 1.3373, loss: 1.3373, grad_norm: 8.5826 2020-08-13 04:01:28,288 - mmaction - INFO - Epoch [246][1260/3757] lr: 4.549e-04, eta: 9:29:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8328, loss_cls: 1.4633, loss: 1.4633, grad_norm: 9.0325 2020-08-13 04:01:44,100 - mmaction - INFO - Epoch [246][1280/3757] lr: 4.549e-04, eta: 9:29:26, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.2941, loss: 1.2941, grad_norm: 8.1748 2020-08-13 04:01:59,931 - mmaction - INFO - Epoch [246][1300/3757] lr: 4.549e-04, eta: 9:29:08, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.3039, loss: 1.3039, grad_norm: 8.3543 2020-08-13 04:02:15,878 - mmaction - INFO - Epoch [246][1320/3757] lr: 4.549e-04, eta: 9:28:50, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8531, loss_cls: 1.3887, loss: 1.3887, grad_norm: 8.7367 2020-08-13 04:02:31,676 - mmaction - INFO - Epoch [246][1340/3757] lr: 4.549e-04, eta: 9:28:32, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8555, loss_cls: 1.4181, loss: 1.4181, grad_norm: 9.0227 2020-08-13 04:02:47,534 - mmaction - INFO - Epoch [246][1360/3757] lr: 4.549e-04, eta: 9:28:14, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8586, loss_cls: 1.3589, loss: 1.3589, grad_norm: 8.7355 2020-08-13 04:03:03,361 - mmaction - INFO - Epoch [246][1380/3757] lr: 4.549e-04, eta: 9:27:56, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8594, loss_cls: 1.2699, loss: 1.2699, grad_norm: 8.3007 2020-08-13 04:03:19,127 - mmaction - INFO - Epoch [246][1400/3757] lr: 4.549e-04, eta: 9:27:38, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8477, loss_cls: 1.3907, loss: 1.3907, grad_norm: 8.5840 2020-08-13 04:03:35,046 - mmaction - INFO - Epoch [246][1420/3757] lr: 4.549e-04, eta: 9:27:20, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8547, loss_cls: 1.3424, loss: 1.3424, grad_norm: 8.2870 2020-08-13 04:03:50,747 - mmaction - INFO - Epoch [246][1440/3757] lr: 4.549e-04, eta: 9:27:02, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8367, loss_cls: 1.3988, loss: 1.3988, grad_norm: 8.5326 2020-08-13 04:04:06,535 - mmaction - INFO - Epoch [246][1460/3757] lr: 4.549e-04, eta: 9:26:44, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8648, loss_cls: 1.2900, loss: 1.2900, grad_norm: 8.5110 2020-08-13 04:04:22,451 - mmaction - INFO - Epoch [246][1480/3757] lr: 4.549e-04, eta: 9:26:26, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8500, loss_cls: 1.3880, loss: 1.3880, grad_norm: 8.8559 2020-08-13 04:04:38,278 - mmaction - INFO - Epoch [246][1500/3757] lr: 4.549e-04, eta: 9:26:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8406, loss_cls: 1.4149, loss: 1.4149, grad_norm: 8.6409 2020-08-13 04:04:54,050 - mmaction - INFO - Epoch [246][1520/3757] lr: 4.549e-04, eta: 9:25:50, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8539, loss_cls: 1.3885, loss: 1.3885, grad_norm: 8.4668 2020-08-13 04:05:09,934 - mmaction - INFO - Epoch [246][1540/3757] lr: 4.549e-04, eta: 9:25:32, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8477, loss_cls: 1.3671, loss: 1.3671, grad_norm: 8.7085 2020-08-13 04:05:25,728 - mmaction - INFO - Epoch [246][1560/3757] lr: 4.549e-04, eta: 9:25:14, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8586, loss_cls: 1.3118, loss: 1.3118, grad_norm: 8.2813 2020-08-13 04:05:41,618 - mmaction - INFO - Epoch [246][1580/3757] lr: 4.549e-04, eta: 9:24:56, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.3872, loss: 1.3872, grad_norm: 8.7161 2020-08-13 04:05:57,461 - mmaction - INFO - Epoch [246][1600/3757] lr: 4.549e-04, eta: 9:24:38, time: 0.792, data_time: 0.002, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8391, loss_cls: 1.3959, loss: 1.3959, grad_norm: 8.5266 2020-08-13 04:06:13,363 - mmaction - INFO - Epoch [246][1620/3757] lr: 4.549e-04, eta: 9:24:20, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.3612, loss: 1.3612, grad_norm: 8.4780 2020-08-13 04:06:29,293 - mmaction - INFO - Epoch [246][1640/3757] lr: 4.549e-04, eta: 9:24:02, time: 0.799, data_time: 0.006, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8641, loss_cls: 1.3186, loss: 1.3186, grad_norm: 8.7068 2020-08-13 04:06:45,136 - mmaction - INFO - Epoch [246][1660/3757] lr: 4.549e-04, eta: 9:23:44, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8578, loss_cls: 1.3245, loss: 1.3245, grad_norm: 8.6793 2020-08-13 04:07:01,015 - mmaction - INFO - Epoch [246][1680/3757] lr: 4.549e-04, eta: 9:23:26, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8500, loss_cls: 1.4021, loss: 1.4021, grad_norm: 8.7685 2020-08-13 04:07:16,819 - mmaction - INFO - Epoch [246][1700/3757] lr: 4.549e-04, eta: 9:23:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8406, loss_cls: 1.4214, loss: 1.4214, grad_norm: 8.6481 2020-08-13 04:07:32,713 - mmaction - INFO - Epoch [246][1720/3757] lr: 4.549e-04, eta: 9:22:50, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8258, loss_cls: 1.4433, loss: 1.4433, grad_norm: 8.9530 2020-08-13 04:07:48,546 - mmaction - INFO - Epoch [246][1740/3757] lr: 4.549e-04, eta: 9:22:32, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8594, loss_cls: 1.3280, loss: 1.3280, grad_norm: 8.7951 2020-08-13 04:08:04,423 - mmaction - INFO - Epoch [246][1760/3757] lr: 4.549e-04, eta: 9:22:14, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3347, loss: 1.3347, grad_norm: 8.4893 2020-08-13 04:08:20,206 - mmaction - INFO - Epoch [246][1780/3757] lr: 4.549e-04, eta: 9:21:56, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8672, loss_cls: 1.3785, loss: 1.3785, grad_norm: 8.7647 2020-08-13 04:08:36,090 - mmaction - INFO - Epoch [246][1800/3757] lr: 4.549e-04, eta: 9:21:38, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.3623, loss: 1.3623, grad_norm: 8.6934 2020-08-13 04:08:51,902 - mmaction - INFO - Epoch [246][1820/3757] lr: 4.549e-04, eta: 9:21:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8344, loss_cls: 1.4156, loss: 1.4156, grad_norm: 8.6320 2020-08-13 04:09:07,764 - mmaction - INFO - Epoch [246][1840/3757] lr: 4.549e-04, eta: 9:21:02, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8633, loss_cls: 1.2952, loss: 1.2952, grad_norm: 8.4525 2020-08-13 04:09:23,577 - mmaction - INFO - Epoch [246][1860/3757] lr: 4.549e-04, eta: 9:20:44, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8531, loss_cls: 1.3115, loss: 1.3115, grad_norm: 8.1772 2020-08-13 04:09:39,409 - mmaction - INFO - Epoch [246][1880/3757] lr: 4.549e-04, eta: 9:20:26, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8430, loss_cls: 1.4452, loss: 1.4452, grad_norm: 9.0001 2020-08-13 04:09:55,178 - mmaction - INFO - Epoch [246][1900/3757] lr: 4.549e-04, eta: 9:20:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.2984, loss: 1.2984, grad_norm: 8.4655 2020-08-13 04:10:11,046 - mmaction - INFO - Epoch [246][1920/3757] lr: 4.549e-04, eta: 9:19:50, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8531, loss_cls: 1.3475, loss: 1.3475, grad_norm: 8.5842 2020-08-13 04:10:27,005 - mmaction - INFO - Epoch [246][1940/3757] lr: 4.549e-04, eta: 9:19:32, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8680, loss_cls: 1.3050, loss: 1.3050, grad_norm: 8.4804 2020-08-13 04:10:42,808 - mmaction - INFO - Epoch [246][1960/3757] lr: 4.549e-04, eta: 9:19:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8391, loss_cls: 1.4176, loss: 1.4176, grad_norm: 8.6422 2020-08-13 04:10:58,652 - mmaction - INFO - Epoch [246][1980/3757] lr: 4.549e-04, eta: 9:18:56, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.7063, top5_acc: 0.8648, loss_cls: 1.2563, loss: 1.2563, grad_norm: 8.4598 2020-08-13 04:11:14,417 - mmaction - INFO - Epoch [246][2000/3757] lr: 4.549e-04, eta: 9:18:38, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.7000, top5_acc: 0.8578, loss_cls: 1.3257, loss: 1.3257, grad_norm: 8.6786 2020-08-13 04:11:30,317 - mmaction - INFO - Epoch [246][2020/3757] lr: 4.549e-04, eta: 9:18:20, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8508, loss_cls: 1.4009, loss: 1.4009, grad_norm: 8.7310 2020-08-13 04:11:46,171 - mmaction - INFO - Epoch [246][2040/3757] lr: 4.549e-04, eta: 9:18:02, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8648, loss_cls: 1.2822, loss: 1.2822, grad_norm: 8.2899 2020-08-13 04:12:01,906 - mmaction - INFO - Epoch [246][2060/3757] lr: 4.549e-04, eta: 9:17:44, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8672, loss_cls: 1.3213, loss: 1.3213, grad_norm: 8.6790 2020-08-13 04:12:17,666 - mmaction - INFO - Epoch [246][2080/3757] lr: 4.549e-04, eta: 9:17:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8531, loss_cls: 1.3644, loss: 1.3644, grad_norm: 8.6090 2020-08-13 04:12:33,525 - mmaction - INFO - Epoch [246][2100/3757] lr: 4.549e-04, eta: 9:17:08, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8547, loss_cls: 1.3436, loss: 1.3436, grad_norm: 8.3715 2020-08-13 04:12:49,330 - mmaction - INFO - Epoch [246][2120/3757] lr: 4.549e-04, eta: 9:16:50, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8672, loss_cls: 1.3092, loss: 1.3092, grad_norm: 8.8586 2020-08-13 04:13:05,121 - mmaction - INFO - Epoch [246][2140/3757] lr: 4.549e-04, eta: 9:16:32, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8719, loss_cls: 1.3068, loss: 1.3068, grad_norm: 8.4553 2020-08-13 04:13:20,931 - mmaction - INFO - Epoch [246][2160/3757] lr: 4.549e-04, eta: 9:16:14, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8539, loss_cls: 1.3294, loss: 1.3294, grad_norm: 8.6863 2020-08-13 04:13:36,804 - mmaction - INFO - Epoch [246][2180/3757] lr: 4.549e-04, eta: 9:15:56, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8477, loss_cls: 1.4009, loss: 1.4009, grad_norm: 8.9271 2020-08-13 04:13:52,620 - mmaction - INFO - Epoch [246][2200/3757] lr: 4.549e-04, eta: 9:15:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3844, loss: 1.3844, grad_norm: 8.6879 2020-08-13 04:14:08,378 - mmaction - INFO - Epoch [246][2220/3757] lr: 4.549e-04, eta: 9:15:20, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8398, loss_cls: 1.4127, loss: 1.4127, grad_norm: 9.0900 2020-08-13 04:14:24,204 - mmaction - INFO - Epoch [246][2240/3757] lr: 4.549e-04, eta: 9:15:02, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8609, loss_cls: 1.3017, loss: 1.3017, grad_norm: 8.4652 2020-08-13 04:14:39,991 - mmaction - INFO - Epoch [246][2260/3757] lr: 4.549e-04, eta: 9:14:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8594, loss_cls: 1.3542, loss: 1.3542, grad_norm: 8.7241 2020-08-13 04:14:55,838 - mmaction - INFO - Epoch [246][2280/3757] lr: 4.549e-04, eta: 9:14:26, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8602, loss_cls: 1.3031, loss: 1.3031, grad_norm: 8.3961 2020-08-13 04:15:11,657 - mmaction - INFO - Epoch [246][2300/3757] lr: 4.549e-04, eta: 9:14:08, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8445, loss_cls: 1.3767, loss: 1.3767, grad_norm: 8.5751 2020-08-13 04:15:27,570 - mmaction - INFO - Epoch [246][2320/3757] lr: 4.549e-04, eta: 9:13:50, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.7023, top5_acc: 0.8695, loss_cls: 1.2743, loss: 1.2743, grad_norm: 8.5617 2020-08-13 04:15:43,468 - mmaction - INFO - Epoch [246][2340/3757] lr: 4.549e-04, eta: 9:13:32, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8539, loss_cls: 1.3850, loss: 1.3850, grad_norm: 8.8133 2020-08-13 04:15:59,285 - mmaction - INFO - Epoch [246][2360/3757] lr: 4.549e-04, eta: 9:13:15, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.3639, loss: 1.3639, grad_norm: 8.8091 2020-08-13 04:16:15,141 - mmaction - INFO - Epoch [246][2380/3757] lr: 4.549e-04, eta: 9:12:57, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8547, loss_cls: 1.3404, loss: 1.3404, grad_norm: 8.3515 2020-08-13 04:16:30,942 - mmaction - INFO - Epoch [246][2400/3757] lr: 4.549e-04, eta: 9:12:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.3644, loss: 1.3644, grad_norm: 8.8041 2020-08-13 04:16:46,732 - mmaction - INFO - Epoch [246][2420/3757] lr: 4.549e-04, eta: 9:12:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.4061, loss: 1.4061, grad_norm: 8.8118 2020-08-13 04:17:02,599 - mmaction - INFO - Epoch [246][2440/3757] lr: 4.549e-04, eta: 9:12:03, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8633, loss_cls: 1.3128, loss: 1.3128, grad_norm: 8.7376 2020-08-13 04:17:18,422 - mmaction - INFO - Epoch [246][2460/3757] lr: 4.549e-04, eta: 9:11:45, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8648, loss_cls: 1.2840, loss: 1.2840, grad_norm: 8.3104 2020-08-13 04:17:34,330 - mmaction - INFO - Epoch [246][2480/3757] lr: 4.549e-04, eta: 9:11:27, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.3969, loss: 1.3969, grad_norm: 8.7058 2020-08-13 04:17:50,361 - mmaction - INFO - Epoch [246][2500/3757] lr: 4.549e-04, eta: 9:11:09, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8438, loss_cls: 1.3851, loss: 1.3851, grad_norm: 8.8978 2020-08-13 04:18:06,170 - mmaction - INFO - Epoch [246][2520/3757] lr: 4.549e-04, eta: 9:10:51, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8539, loss_cls: 1.3483, loss: 1.3483, grad_norm: 8.7714 2020-08-13 04:18:22,027 - mmaction - INFO - Epoch [246][2540/3757] lr: 4.549e-04, eta: 9:10:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8633, loss_cls: 1.3414, loss: 1.3414, grad_norm: 8.7205 2020-08-13 04:18:37,859 - mmaction - INFO - Epoch [246][2560/3757] lr: 4.549e-04, eta: 9:10:15, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8414, loss_cls: 1.4155, loss: 1.4155, grad_norm: 8.8603 2020-08-13 04:18:53,736 - mmaction - INFO - Epoch [246][2580/3757] lr: 4.549e-04, eta: 9:09:57, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8406, loss_cls: 1.4056, loss: 1.4056, grad_norm: 8.8117 2020-08-13 04:19:09,519 - mmaction - INFO - Epoch [246][2600/3757] lr: 4.549e-04, eta: 9:09:39, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8703, loss_cls: 1.3218, loss: 1.3218, grad_norm: 8.6788 2020-08-13 04:19:25,325 - mmaction - INFO - Epoch [246][2620/3757] lr: 4.549e-04, eta: 9:09:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8523, loss_cls: 1.4174, loss: 1.4174, grad_norm: 9.1600 2020-08-13 04:19:41,240 - mmaction - INFO - Epoch [246][2640/3757] lr: 4.549e-04, eta: 9:09:04, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8570, loss_cls: 1.3601, loss: 1.3601, grad_norm: 8.9502 2020-08-13 04:19:57,125 - mmaction - INFO - Epoch [246][2660/3757] lr: 4.549e-04, eta: 9:08:46, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8602, loss_cls: 1.2750, loss: 1.2750, grad_norm: 8.4574 2020-08-13 04:20:12,996 - mmaction - INFO - Epoch [246][2680/3757] lr: 4.549e-04, eta: 9:08:28, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8516, loss_cls: 1.3198, loss: 1.3198, grad_norm: 8.7403 2020-08-13 04:20:28,858 - mmaction - INFO - Epoch [246][2700/3757] lr: 4.549e-04, eta: 9:08:10, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8453, loss_cls: 1.3809, loss: 1.3809, grad_norm: 8.5887 2020-08-13 04:20:44,734 - mmaction - INFO - Epoch [246][2720/3757] lr: 4.549e-04, eta: 9:07:52, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8562, loss_cls: 1.3287, loss: 1.3287, grad_norm: 8.3823 2020-08-13 04:21:00,652 - mmaction - INFO - Epoch [246][2740/3757] lr: 4.549e-04, eta: 9:07:34, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8680, loss_cls: 1.3186, loss: 1.3186, grad_norm: 8.8046 2020-08-13 04:21:16,431 - mmaction - INFO - Epoch [246][2760/3757] lr: 4.549e-04, eta: 9:07:16, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8664, loss_cls: 1.3335, loss: 1.3335, grad_norm: 8.9992 2020-08-13 04:21:32,236 - mmaction - INFO - Epoch [246][2780/3757] lr: 4.549e-04, eta: 9:06:58, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2466, loss: 1.2466, grad_norm: 8.3642 2020-08-13 04:21:48,156 - mmaction - INFO - Epoch [246][2800/3757] lr: 4.549e-04, eta: 9:06:40, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8344, loss_cls: 1.5093, loss: 1.5093, grad_norm: 8.9599 2020-08-13 04:22:04,011 - mmaction - INFO - Epoch [246][2820/3757] lr: 4.549e-04, eta: 9:06:22, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8656, loss_cls: 1.2534, loss: 1.2534, grad_norm: 8.6431 2020-08-13 04:22:19,877 - mmaction - INFO - Epoch [246][2840/3757] lr: 4.549e-04, eta: 9:06:05, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3786, loss: 1.3786, grad_norm: 8.6993 2020-08-13 04:22:35,800 - mmaction - INFO - Epoch [246][2860/3757] lr: 4.549e-04, eta: 9:05:47, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6469, top5_acc: 0.8523, loss_cls: 1.4242, loss: 1.4242, grad_norm: 8.8987 2020-08-13 04:22:51,684 - mmaction - INFO - Epoch [246][2880/3757] lr: 4.549e-04, eta: 9:05:29, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8516, loss_cls: 1.3738, loss: 1.3738, grad_norm: 8.7833 2020-08-13 04:23:07,425 - mmaction - INFO - Epoch [246][2900/3757] lr: 4.549e-04, eta: 9:05:11, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8711, loss_cls: 1.2968, loss: 1.2968, grad_norm: 8.4809 2020-08-13 04:23:23,257 - mmaction - INFO - Epoch [246][2920/3757] lr: 4.549e-04, eta: 9:04:53, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8562, loss_cls: 1.3308, loss: 1.3308, grad_norm: 8.4504 2020-08-13 04:23:39,052 - mmaction - INFO - Epoch [246][2940/3757] lr: 4.549e-04, eta: 9:04:35, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.3968, loss: 1.3968, grad_norm: 8.9969 2020-08-13 04:23:54,881 - mmaction - INFO - Epoch [246][2960/3757] lr: 4.549e-04, eta: 9:04:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8609, loss_cls: 1.3698, loss: 1.3698, grad_norm: 8.7281 2020-08-13 04:24:10,676 - mmaction - INFO - Epoch [246][2980/3757] lr: 4.549e-04, eta: 9:03:59, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.3892, loss: 1.3892, grad_norm: 8.8474 2020-08-13 04:24:26,957 - mmaction - INFO - Epoch [246][3000/3757] lr: 4.549e-04, eta: 9:03:42, time: 0.813, data_time: 0.002, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8695, loss_cls: 1.3224, loss: 1.3224, grad_norm: 8.6073 2020-08-13 04:24:42,713 - mmaction - INFO - Epoch [246][3020/3757] lr: 4.549e-04, eta: 9:03:24, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8500, loss_cls: 1.3379, loss: 1.3379, grad_norm: 8.4763 2020-08-13 04:24:58,675 - mmaction - INFO - Epoch [246][3040/3757] lr: 4.549e-04, eta: 9:03:06, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8422, loss_cls: 1.4015, loss: 1.4015, grad_norm: 8.8924 2020-08-13 04:25:14,554 - mmaction - INFO - Epoch [246][3060/3757] lr: 4.549e-04, eta: 9:02:48, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8516, loss_cls: 1.3416, loss: 1.3416, grad_norm: 8.6527 2020-08-13 04:25:30,430 - mmaction - INFO - Epoch [246][3080/3757] lr: 4.549e-04, eta: 9:02:30, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8477, loss_cls: 1.3988, loss: 1.3988, grad_norm: 8.5282 2020-08-13 04:25:46,287 - mmaction - INFO - Epoch [246][3100/3757] lr: 4.549e-04, eta: 9:02:12, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8477, loss_cls: 1.3732, loss: 1.3732, grad_norm: 8.8274 2020-08-13 04:26:02,135 - mmaction - INFO - Epoch [246][3120/3757] lr: 4.549e-04, eta: 9:01:54, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8555, loss_cls: 1.3762, loss: 1.3762, grad_norm: 9.0172 2020-08-13 04:26:17,939 - mmaction - INFO - Epoch [246][3140/3757] lr: 4.549e-04, eta: 9:01:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8656, loss_cls: 1.3018, loss: 1.3018, grad_norm: 8.6009 2020-08-13 04:26:33,725 - mmaction - INFO - Epoch [246][3160/3757] lr: 4.549e-04, eta: 9:01:18, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8406, loss_cls: 1.4300, loss: 1.4300, grad_norm: 8.7587 2020-08-13 04:26:49,621 - mmaction - INFO - Epoch [246][3180/3757] lr: 4.549e-04, eta: 9:01:01, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.3222, loss: 1.3222, grad_norm: 8.9600 2020-08-13 04:27:05,414 - mmaction - INFO - Epoch [246][3200/3757] lr: 4.549e-04, eta: 9:00:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8500, loss_cls: 1.4272, loss: 1.4272, grad_norm: 8.9185 2020-08-13 04:27:21,285 - mmaction - INFO - Epoch [246][3220/3757] lr: 4.549e-04, eta: 9:00:25, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3566, loss: 1.3566, grad_norm: 8.6190 2020-08-13 04:27:37,032 - mmaction - INFO - Epoch [246][3240/3757] lr: 4.549e-04, eta: 9:00:07, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8375, loss_cls: 1.4180, loss: 1.4180, grad_norm: 8.6572 2020-08-13 04:27:52,977 - mmaction - INFO - Epoch [246][3260/3757] lr: 4.549e-04, eta: 8:59:49, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8445, loss_cls: 1.3754, loss: 1.3754, grad_norm: 8.6062 2020-08-13 04:28:08,795 - mmaction - INFO - Epoch [246][3280/3757] lr: 4.549e-04, eta: 8:59:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8430, loss_cls: 1.4145, loss: 1.4145, grad_norm: 8.5571 2020-08-13 04:28:24,620 - mmaction - INFO - Epoch [246][3300/3757] lr: 4.549e-04, eta: 8:59:13, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8688, loss_cls: 1.3000, loss: 1.3000, grad_norm: 8.2890 2020-08-13 04:28:40,422 - mmaction - INFO - Epoch [246][3320/3757] lr: 4.549e-04, eta: 8:58:55, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8461, loss_cls: 1.3910, loss: 1.3910, grad_norm: 8.8292 2020-08-13 04:28:56,275 - mmaction - INFO - Epoch [246][3340/3757] lr: 4.549e-04, eta: 8:58:38, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8406, loss_cls: 1.3816, loss: 1.3816, grad_norm: 8.4555 2020-08-13 04:29:12,151 - mmaction - INFO - Epoch [246][3360/3757] lr: 4.549e-04, eta: 8:58:20, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8414, loss_cls: 1.3933, loss: 1.3933, grad_norm: 8.4463 2020-08-13 04:29:28,029 - mmaction - INFO - Epoch [246][3380/3757] lr: 4.549e-04, eta: 8:58:02, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8438, loss_cls: 1.3595, loss: 1.3595, grad_norm: 8.4306 2020-08-13 04:29:43,884 - mmaction - INFO - Epoch [246][3400/3757] lr: 4.549e-04, eta: 8:57:44, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8648, loss_cls: 1.2840, loss: 1.2840, grad_norm: 8.4808 2020-08-13 04:29:59,683 - mmaction - INFO - Epoch [246][3420/3757] lr: 4.549e-04, eta: 8:57:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8469, loss_cls: 1.3413, loss: 1.3413, grad_norm: 8.4299 2020-08-13 04:30:15,506 - mmaction - INFO - Epoch [246][3440/3757] lr: 4.549e-04, eta: 8:57:08, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.3479, loss: 1.3479, grad_norm: 8.6017 2020-08-13 04:30:31,290 - mmaction - INFO - Epoch [246][3460/3757] lr: 4.549e-04, eta: 8:56:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8492, loss_cls: 1.4188, loss: 1.4188, grad_norm: 8.9011 2020-08-13 04:30:47,358 - mmaction - INFO - Epoch [246][3480/3757] lr: 4.549e-04, eta: 8:56:33, time: 0.803, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8484, loss_cls: 1.4237, loss: 1.4237, grad_norm: 8.6092 2020-08-13 04:31:03,129 - mmaction - INFO - Epoch [246][3500/3757] lr: 4.549e-04, eta: 8:56:15, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8586, loss_cls: 1.3727, loss: 1.3727, grad_norm: 8.5727 2020-08-13 04:31:18,950 - mmaction - INFO - Epoch [246][3520/3757] lr: 4.549e-04, eta: 8:55:57, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8547, loss_cls: 1.3927, loss: 1.3927, grad_norm: 8.6364 2020-08-13 04:31:34,745 - mmaction - INFO - Epoch [246][3540/3757] lr: 4.549e-04, eta: 8:55:39, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8523, loss_cls: 1.3403, loss: 1.3403, grad_norm: 8.7416 2020-08-13 04:31:50,631 - mmaction - INFO - Epoch [246][3560/3757] lr: 4.549e-04, eta: 8:55:21, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3896, loss: 1.3896, grad_norm: 8.6430 2020-08-13 04:32:06,441 - mmaction - INFO - Epoch [246][3580/3757] lr: 4.549e-04, eta: 8:55:03, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8531, loss_cls: 1.3529, loss: 1.3529, grad_norm: 8.6414 2020-08-13 04:32:22,198 - mmaction - INFO - Epoch [246][3600/3757] lr: 4.549e-04, eta: 8:54:45, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8523, loss_cls: 1.3794, loss: 1.3794, grad_norm: 8.7372 2020-08-13 04:32:38,021 - mmaction - INFO - Epoch [246][3620/3757] lr: 4.549e-04, eta: 8:54:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.3216, loss: 1.3216, grad_norm: 8.7050 2020-08-13 04:32:53,874 - mmaction - INFO - Epoch [246][3640/3757] lr: 4.549e-04, eta: 8:54:10, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8484, loss_cls: 1.3333, loss: 1.3333, grad_norm: 8.8306 2020-08-13 04:33:09,797 - mmaction - INFO - Epoch [246][3660/3757] lr: 4.549e-04, eta: 8:53:52, time: 0.797, data_time: 0.001, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8578, loss_cls: 1.3851, loss: 1.3851, grad_norm: 8.7845 2020-08-13 04:33:25,590 - mmaction - INFO - Epoch [246][3680/3757] lr: 4.549e-04, eta: 8:53:34, time: 0.788, data_time: 0.000, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8641, loss_cls: 1.3183, loss: 1.3183, grad_norm: 8.4504 2020-08-13 04:33:41,384 - mmaction - INFO - Epoch [246][3700/3757] lr: 4.549e-04, eta: 8:53:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.4419, loss: 1.4419, grad_norm: 8.9306 2020-08-13 04:33:57,238 - mmaction - INFO - Epoch [246][3720/3757] lr: 4.549e-04, eta: 8:52:58, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6984, top5_acc: 0.8617, loss_cls: 1.2647, loss: 1.2647, grad_norm: 8.2307 2020-08-13 04:34:13,024 - mmaction - INFO - Epoch [246][3740/3757] lr: 4.549e-04, eta: 8:52:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8617, loss_cls: 1.3219, loss: 1.3219, grad_norm: 8.7211 2020-08-13 04:37:39,872 - mmaction - INFO - Epoch [247][20/3757] lr: 3.760e-04, eta: 8:53:56, time: 9.062, data_time: 8.190, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8523, loss_cls: 1.3829, loss: 1.3829, grad_norm: 8.7034 2020-08-13 04:37:55,751 - mmaction - INFO - Epoch [247][40/3757] lr: 3.760e-04, eta: 8:53:38, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8648, loss_cls: 1.2897, loss: 1.2897, grad_norm: 8.4651 2020-08-13 04:38:11,704 - mmaction - INFO - Epoch [247][60/3757] lr: 3.760e-04, eta: 8:53:20, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3217, loss: 1.3217, grad_norm: 8.5298 2020-08-13 04:38:27,500 - mmaction - INFO - Epoch [247][80/3757] lr: 3.760e-04, eta: 8:53:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8531, loss_cls: 1.3466, loss: 1.3466, grad_norm: 8.7222 2020-08-13 04:38:43,405 - mmaction - INFO - Epoch [247][100/3757] lr: 3.760e-04, eta: 8:52:44, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3678, loss: 1.3678, grad_norm: 8.8422 2020-08-13 04:38:59,232 - mmaction - INFO - Epoch [247][120/3757] lr: 3.760e-04, eta: 8:52:26, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8500, loss_cls: 1.3389, loss: 1.3389, grad_norm: 8.7711 2020-08-13 04:39:15,064 - mmaction - INFO - Epoch [247][140/3757] lr: 3.760e-04, eta: 8:52:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8547, loss_cls: 1.3228, loss: 1.3228, grad_norm: 8.5760 2020-08-13 04:39:30,891 - mmaction - INFO - Epoch [247][160/3757] lr: 3.760e-04, eta: 8:51:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8648, loss_cls: 1.3165, loss: 1.3165, grad_norm: 8.6344 2020-08-13 04:39:46,882 - mmaction - INFO - Epoch [247][180/3757] lr: 3.760e-04, eta: 8:51:33, time: 0.802, data_time: 0.006, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8438, loss_cls: 1.4278, loss: 1.4278, grad_norm: 8.9138 2020-08-13 04:40:02,754 - mmaction - INFO - Epoch [247][200/3757] lr: 3.760e-04, eta: 8:51:15, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8516, loss_cls: 1.3672, loss: 1.3672, grad_norm: 8.6237 2020-08-13 04:40:18,643 - mmaction - INFO - Epoch [247][220/3757] lr: 3.760e-04, eta: 8:50:57, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8531, loss_cls: 1.3395, loss: 1.3395, grad_norm: 8.6298 2020-08-13 04:40:34,471 - mmaction - INFO - Epoch [247][240/3757] lr: 3.760e-04, eta: 8:50:39, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8641, loss_cls: 1.3085, loss: 1.3085, grad_norm: 8.7059 2020-08-13 04:40:50,318 - mmaction - INFO - Epoch [247][260/3757] lr: 3.760e-04, eta: 8:50:21, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8617, loss_cls: 1.2643, loss: 1.2643, grad_norm: 8.3989 2020-08-13 04:41:06,210 - mmaction - INFO - Epoch [247][280/3757] lr: 3.760e-04, eta: 8:50:03, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8531, loss_cls: 1.3614, loss: 1.3614, grad_norm: 8.8563 2020-08-13 04:41:22,100 - mmaction - INFO - Epoch [247][300/3757] lr: 3.760e-04, eta: 8:49:45, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.2903, loss: 1.2903, grad_norm: 8.7174 2020-08-13 04:41:37,909 - mmaction - INFO - Epoch [247][320/3757] lr: 3.760e-04, eta: 8:49:27, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.7023, top5_acc: 0.8734, loss_cls: 1.2057, loss: 1.2057, grad_norm: 8.3425 2020-08-13 04:41:53,769 - mmaction - INFO - Epoch [247][340/3757] lr: 3.760e-04, eta: 8:49:09, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8469, loss_cls: 1.3793, loss: 1.3793, grad_norm: 8.9272 2020-08-13 04:42:09,592 - mmaction - INFO - Epoch [247][360/3757] lr: 3.760e-04, eta: 8:48:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8367, loss_cls: 1.4327, loss: 1.4327, grad_norm: 8.8666 2020-08-13 04:42:25,447 - mmaction - INFO - Epoch [247][380/3757] lr: 3.760e-04, eta: 8:48:34, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8383, loss_cls: 1.4131, loss: 1.4131, grad_norm: 8.9019 2020-08-13 04:42:41,274 - mmaction - INFO - Epoch [247][400/3757] lr: 3.760e-04, eta: 8:48:16, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.7133, top5_acc: 0.8625, loss_cls: 1.2622, loss: 1.2622, grad_norm: 8.1842 2020-08-13 04:42:57,137 - mmaction - INFO - Epoch [247][420/3757] lr: 3.760e-04, eta: 8:47:58, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8594, loss_cls: 1.4305, loss: 1.4305, grad_norm: 8.9950 2020-08-13 04:43:12,944 - mmaction - INFO - Epoch [247][440/3757] lr: 3.760e-04, eta: 8:47:40, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8695, loss_cls: 1.2438, loss: 1.2438, grad_norm: 8.3276 2020-08-13 04:43:28,736 - mmaction - INFO - Epoch [247][460/3757] lr: 3.760e-04, eta: 8:47:22, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8547, loss_cls: 1.3299, loss: 1.3299, grad_norm: 8.8542 2020-08-13 04:43:44,550 - mmaction - INFO - Epoch [247][480/3757] lr: 3.760e-04, eta: 8:47:04, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.7039, top5_acc: 0.8719, loss_cls: 1.2382, loss: 1.2382, grad_norm: 8.5543 2020-08-13 04:44:00,368 - mmaction - INFO - Epoch [247][500/3757] lr: 3.760e-04, eta: 8:46:46, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8555, loss_cls: 1.3521, loss: 1.3521, grad_norm: 8.5755 2020-08-13 04:44:16,323 - mmaction - INFO - Epoch [247][520/3757] lr: 3.760e-04, eta: 8:46:28, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.3427, loss: 1.3427, grad_norm: 8.8797 2020-08-13 04:44:32,119 - mmaction - INFO - Epoch [247][540/3757] lr: 3.760e-04, eta: 8:46:10, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8680, loss_cls: 1.3146, loss: 1.3146, grad_norm: 8.5931 2020-08-13 04:44:47,890 - mmaction - INFO - Epoch [247][560/3757] lr: 3.760e-04, eta: 8:45:52, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8617, loss_cls: 1.3110, loss: 1.3110, grad_norm: 8.4888 2020-08-13 04:45:03,946 - mmaction - INFO - Epoch [247][580/3757] lr: 3.760e-04, eta: 8:45:35, time: 0.803, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8477, loss_cls: 1.4067, loss: 1.4067, grad_norm: 9.0655 2020-08-13 04:45:19,745 - mmaction - INFO - Epoch [247][600/3757] lr: 3.760e-04, eta: 8:45:17, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8734, loss_cls: 1.2875, loss: 1.2875, grad_norm: 8.5058 2020-08-13 04:45:35,582 - mmaction - INFO - Epoch [247][620/3757] lr: 3.760e-04, eta: 8:44:59, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8539, loss_cls: 1.3134, loss: 1.3134, grad_norm: 8.7319 2020-08-13 04:45:51,489 - mmaction - INFO - Epoch [247][640/3757] lr: 3.760e-04, eta: 8:44:41, time: 0.794, data_time: 0.002, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8562, loss_cls: 1.3126, loss: 1.3126, grad_norm: 8.4018 2020-08-13 04:46:07,399 - mmaction - INFO - Epoch [247][660/3757] lr: 3.760e-04, eta: 8:44:23, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8555, loss_cls: 1.3359, loss: 1.3359, grad_norm: 8.5988 2020-08-13 04:46:23,241 - mmaction - INFO - Epoch [247][680/3757] lr: 3.760e-04, eta: 8:44:05, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4327, loss: 1.4327, grad_norm: 8.8331 2020-08-13 04:46:39,086 - mmaction - INFO - Epoch [247][700/3757] lr: 3.760e-04, eta: 8:43:47, time: 0.793, data_time: 0.001, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8680, loss_cls: 1.3333, loss: 1.3333, grad_norm: 9.0747 2020-08-13 04:46:54,887 - mmaction - INFO - Epoch [247][720/3757] lr: 3.760e-04, eta: 8:43:29, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.2758, loss: 1.2758, grad_norm: 8.4495 2020-08-13 04:47:10,774 - mmaction - INFO - Epoch [247][740/3757] lr: 3.760e-04, eta: 8:43:12, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8656, loss_cls: 1.2790, loss: 1.2790, grad_norm: 8.5089 2020-08-13 04:47:26,680 - mmaction - INFO - Epoch [247][760/3757] lr: 3.760e-04, eta: 8:42:54, time: 0.797, data_time: 0.006, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8500, loss_cls: 1.3754, loss: 1.3754, grad_norm: 8.6585 2020-08-13 04:47:42,488 - mmaction - INFO - Epoch [247][780/3757] lr: 3.760e-04, eta: 8:42:36, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8297, loss_cls: 1.4853, loss: 1.4853, grad_norm: 9.0093 2020-08-13 04:47:58,295 - mmaction - INFO - Epoch [247][800/3757] lr: 3.760e-04, eta: 8:42:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8633, loss_cls: 1.3425, loss: 1.3425, grad_norm: 8.4156 2020-08-13 04:48:14,104 - mmaction - INFO - Epoch [247][820/3757] lr: 3.760e-04, eta: 8:42:00, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8484, loss_cls: 1.4260, loss: 1.4260, grad_norm: 8.7080 2020-08-13 04:48:29,970 - mmaction - INFO - Epoch [247][840/3757] lr: 3.760e-04, eta: 8:41:42, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8617, loss_cls: 1.3353, loss: 1.3353, grad_norm: 8.5181 2020-08-13 04:48:45,819 - mmaction - INFO - Epoch [247][860/3757] lr: 3.760e-04, eta: 8:41:24, time: 0.793, data_time: 0.002, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8555, loss_cls: 1.3655, loss: 1.3655, grad_norm: 8.5597 2020-08-13 04:49:01,552 - mmaction - INFO - Epoch [247][880/3757] lr: 3.760e-04, eta: 8:41:06, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8609, loss_cls: 1.3110, loss: 1.3110, grad_norm: 8.4136 2020-08-13 04:49:17,495 - mmaction - INFO - Epoch [247][900/3757] lr: 3.760e-04, eta: 8:40:49, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8625, loss_cls: 1.3121, loss: 1.3121, grad_norm: 8.4476 2020-08-13 04:49:33,392 - mmaction - INFO - Epoch [247][920/3757] lr: 3.760e-04, eta: 8:40:31, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.7023, top5_acc: 0.8742, loss_cls: 1.2531, loss: 1.2531, grad_norm: 8.2678 2020-08-13 04:49:49,221 - mmaction - INFO - Epoch [247][940/3757] lr: 3.760e-04, eta: 8:40:13, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8492, loss_cls: 1.3522, loss: 1.3522, grad_norm: 8.6511 2020-08-13 04:50:05,129 - mmaction - INFO - Epoch [247][960/3757] lr: 3.760e-04, eta: 8:39:55, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8641, loss_cls: 1.3244, loss: 1.3244, grad_norm: 8.6049 2020-08-13 04:50:20,904 - mmaction - INFO - Epoch [247][980/3757] lr: 3.760e-04, eta: 8:39:37, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8539, loss_cls: 1.3900, loss: 1.3900, grad_norm: 9.1035 2020-08-13 04:50:36,799 - mmaction - INFO - Epoch [247][1000/3757] lr: 3.760e-04, eta: 8:39:19, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8484, loss_cls: 1.3029, loss: 1.3029, grad_norm: 8.0573 2020-08-13 04:50:52,553 - mmaction - INFO - Epoch [247][1020/3757] lr: 3.760e-04, eta: 8:39:01, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8609, loss_cls: 1.3794, loss: 1.3794, grad_norm: 8.8596 2020-08-13 04:51:08,284 - mmaction - INFO - Epoch [247][1040/3757] lr: 3.760e-04, eta: 8:38:44, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8500, loss_cls: 1.3987, loss: 1.3987, grad_norm: 8.7952 2020-08-13 04:51:24,177 - mmaction - INFO - Epoch [247][1060/3757] lr: 3.760e-04, eta: 8:38:26, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8633, loss_cls: 1.3059, loss: 1.3059, grad_norm: 8.4838 2020-08-13 04:51:39,878 - mmaction - INFO - Epoch [247][1080/3757] lr: 3.760e-04, eta: 8:38:08, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.7039, top5_acc: 0.8703, loss_cls: 1.2395, loss: 1.2395, grad_norm: 8.3767 2020-08-13 04:51:55,755 - mmaction - INFO - Epoch [247][1100/3757] lr: 3.760e-04, eta: 8:37:50, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8547, loss_cls: 1.3043, loss: 1.3043, grad_norm: 8.4591 2020-08-13 04:52:11,713 - mmaction - INFO - Epoch [247][1120/3757] lr: 3.760e-04, eta: 8:37:32, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8664, loss_cls: 1.3081, loss: 1.3081, grad_norm: 8.6375 2020-08-13 04:52:27,534 - mmaction - INFO - Epoch [247][1140/3757] lr: 3.760e-04, eta: 8:37:14, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8562, loss_cls: 1.3181, loss: 1.3181, grad_norm: 8.7898 2020-08-13 04:52:43,343 - mmaction - INFO - Epoch [247][1160/3757] lr: 3.760e-04, eta: 8:36:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8648, loss_cls: 1.3110, loss: 1.3110, grad_norm: 8.5921 2020-08-13 04:52:59,211 - mmaction - INFO - Epoch [247][1180/3757] lr: 3.760e-04, eta: 8:36:39, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8562, loss_cls: 1.3298, loss: 1.3298, grad_norm: 8.5585 2020-08-13 04:53:15,024 - mmaction - INFO - Epoch [247][1200/3757] lr: 3.760e-04, eta: 8:36:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8625, loss_cls: 1.3731, loss: 1.3731, grad_norm: 8.6059 2020-08-13 04:53:30,771 - mmaction - INFO - Epoch [247][1220/3757] lr: 3.760e-04, eta: 8:36:03, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8602, loss_cls: 1.2922, loss: 1.2922, grad_norm: 8.4681 2020-08-13 04:53:46,717 - mmaction - INFO - Epoch [247][1240/3757] lr: 3.760e-04, eta: 8:35:45, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8414, loss_cls: 1.4056, loss: 1.4056, grad_norm: 8.7670 2020-08-13 04:54:02,550 - mmaction - INFO - Epoch [247][1260/3757] lr: 3.760e-04, eta: 8:35:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8594, loss_cls: 1.3096, loss: 1.3096, grad_norm: 8.5956 2020-08-13 04:54:18,447 - mmaction - INFO - Epoch [247][1280/3757] lr: 3.760e-04, eta: 8:35:09, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8539, loss_cls: 1.3376, loss: 1.3376, grad_norm: 8.6848 2020-08-13 04:54:34,312 - mmaction - INFO - Epoch [247][1300/3757] lr: 3.760e-04, eta: 8:34:52, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8711, loss_cls: 1.3036, loss: 1.3036, grad_norm: 8.7230 2020-08-13 04:54:50,146 - mmaction - INFO - Epoch [247][1320/3757] lr: 3.760e-04, eta: 8:34:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8391, loss_cls: 1.4278, loss: 1.4278, grad_norm: 8.7275 2020-08-13 04:55:06,122 - mmaction - INFO - Epoch [247][1340/3757] lr: 3.760e-04, eta: 8:34:16, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8539, loss_cls: 1.3272, loss: 1.3272, grad_norm: 8.5120 2020-08-13 04:55:21,882 - mmaction - INFO - Epoch [247][1360/3757] lr: 3.760e-04, eta: 8:33:58, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8562, loss_cls: 1.3468, loss: 1.3468, grad_norm: 8.5772 2020-08-13 04:55:37,646 - mmaction - INFO - Epoch [247][1380/3757] lr: 3.760e-04, eta: 8:33:40, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8695, loss_cls: 1.3007, loss: 1.3007, grad_norm: 8.5803 2020-08-13 04:55:53,487 - mmaction - INFO - Epoch [247][1400/3757] lr: 3.760e-04, eta: 8:33:22, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8539, loss_cls: 1.3720, loss: 1.3720, grad_norm: 8.5763 2020-08-13 04:56:09,296 - mmaction - INFO - Epoch [247][1420/3757] lr: 3.760e-04, eta: 8:33:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.3080, loss: 1.3080, grad_norm: 8.4192 2020-08-13 04:56:25,110 - mmaction - INFO - Epoch [247][1440/3757] lr: 3.760e-04, eta: 8:32:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.3073, loss: 1.3073, grad_norm: 8.3182 2020-08-13 04:56:40,803 - mmaction - INFO - Epoch [247][1460/3757] lr: 3.760e-04, eta: 8:32:29, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8508, loss_cls: 1.3694, loss: 1.3694, grad_norm: 8.6399 2020-08-13 04:56:56,601 - mmaction - INFO - Epoch [247][1480/3757] lr: 3.760e-04, eta: 8:32:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.3948, loss: 1.3948, grad_norm: 9.1341 2020-08-13 04:57:12,554 - mmaction - INFO - Epoch [247][1500/3757] lr: 3.760e-04, eta: 8:31:53, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8453, loss_cls: 1.4158, loss: 1.4158, grad_norm: 8.9637 2020-08-13 04:57:28,337 - mmaction - INFO - Epoch [247][1520/3757] lr: 3.760e-04, eta: 8:31:35, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8336, loss_cls: 1.4675, loss: 1.4675, grad_norm: 9.1100 2020-08-13 04:57:44,300 - mmaction - INFO - Epoch [247][1540/3757] lr: 3.760e-04, eta: 8:31:18, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6438, top5_acc: 0.8336, loss_cls: 1.4697, loss: 1.4697, grad_norm: 9.1252 2020-08-13 04:58:00,228 - mmaction - INFO - Epoch [247][1560/3757] lr: 3.760e-04, eta: 8:31:00, time: 0.799, data_time: 0.005, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3549, loss: 1.3549, grad_norm: 8.7361 2020-08-13 04:58:16,011 - mmaction - INFO - Epoch [247][1580/3757] lr: 3.760e-04, eta: 8:30:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3937, loss: 1.3937, grad_norm: 8.7882 2020-08-13 04:58:31,953 - mmaction - INFO - Epoch [247][1600/3757] lr: 3.760e-04, eta: 8:30:24, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8648, loss_cls: 1.3049, loss: 1.3049, grad_norm: 8.5149 2020-08-13 04:58:47,786 - mmaction - INFO - Epoch [247][1620/3757] lr: 3.760e-04, eta: 8:30:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8648, loss_cls: 1.3036, loss: 1.3036, grad_norm: 8.9219 2020-08-13 04:59:03,590 - mmaction - INFO - Epoch [247][1640/3757] lr: 3.760e-04, eta: 8:29:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8586, loss_cls: 1.3080, loss: 1.3080, grad_norm: 8.4281 2020-08-13 04:59:19,415 - mmaction - INFO - Epoch [247][1660/3757] lr: 3.760e-04, eta: 8:29:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3665, loss: 1.3665, grad_norm: 8.9670 2020-08-13 04:59:35,294 - mmaction - INFO - Epoch [247][1680/3757] lr: 3.760e-04, eta: 8:29:13, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8578, loss_cls: 1.2699, loss: 1.2699, grad_norm: 8.4891 2020-08-13 04:59:51,081 - mmaction - INFO - Epoch [247][1700/3757] lr: 3.760e-04, eta: 8:28:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.7039, top5_acc: 0.8773, loss_cls: 1.1896, loss: 1.1896, grad_norm: 8.1373 2020-08-13 05:00:13,232 - mmaction - INFO - Epoch [247][1720/3757] lr: 3.760e-04, eta: 8:28:41, time: 1.094, data_time: 0.006, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8445, loss_cls: 1.4170, loss: 1.4170, grad_norm: 8.6545 2020-08-13 05:00:29,239 - mmaction - INFO - Epoch [247][1740/3757] lr: 3.760e-04, eta: 8:28:24, time: 0.813, data_time: 0.020, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.3650, loss: 1.3650, grad_norm: 8.6330 2020-08-13 05:00:45,119 - mmaction - INFO - Epoch [247][1760/3757] lr: 3.760e-04, eta: 8:28:06, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8562, loss_cls: 1.3408, loss: 1.3408, grad_norm: 8.6064 2020-08-13 05:01:00,950 - mmaction - INFO - Epoch [247][1780/3757] lr: 3.760e-04, eta: 8:27:48, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8547, loss_cls: 1.2960, loss: 1.2960, grad_norm: 8.4790 2020-08-13 05:01:16,726 - mmaction - INFO - Epoch [247][1800/3757] lr: 3.760e-04, eta: 8:27:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8484, loss_cls: 1.3805, loss: 1.3805, grad_norm: 8.5917 2020-08-13 05:01:32,505 - mmaction - INFO - Epoch [247][1820/3757] lr: 3.760e-04, eta: 8:27:12, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8633, loss_cls: 1.3308, loss: 1.3308, grad_norm: 8.5993 2020-08-13 05:01:48,311 - mmaction - INFO - Epoch [247][1840/3757] lr: 3.760e-04, eta: 8:26:55, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8484, loss_cls: 1.3860, loss: 1.3860, grad_norm: 8.8653 2020-08-13 05:02:04,161 - mmaction - INFO - Epoch [247][1860/3757] lr: 3.760e-04, eta: 8:26:37, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8547, loss_cls: 1.3203, loss: 1.3203, grad_norm: 8.6107 2020-08-13 05:02:20,086 - mmaction - INFO - Epoch [247][1880/3757] lr: 3.760e-04, eta: 8:26:19, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2810, loss: 1.2810, grad_norm: 8.6240 2020-08-13 05:02:35,895 - mmaction - INFO - Epoch [247][1900/3757] lr: 3.760e-04, eta: 8:26:01, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8547, loss_cls: 1.3179, loss: 1.3179, grad_norm: 8.3900 2020-08-13 05:02:51,783 - mmaction - INFO - Epoch [247][1920/3757] lr: 3.760e-04, eta: 8:25:43, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8531, loss_cls: 1.3562, loss: 1.3562, grad_norm: 8.5697 2020-08-13 05:03:07,649 - mmaction - INFO - Epoch [247][1940/3757] lr: 3.760e-04, eta: 8:25:26, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8547, loss_cls: 1.2953, loss: 1.2953, grad_norm: 8.5381 2020-08-13 05:03:23,443 - mmaction - INFO - Epoch [247][1960/3757] lr: 3.760e-04, eta: 8:25:08, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.2075, loss: 1.2075, grad_norm: 8.2646 2020-08-13 05:03:39,283 - mmaction - INFO - Epoch [247][1980/3757] lr: 3.760e-04, eta: 8:24:50, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8398, loss_cls: 1.3832, loss: 1.3832, grad_norm: 8.6785 2020-08-13 05:03:55,077 - mmaction - INFO - Epoch [247][2000/3757] lr: 3.760e-04, eta: 8:24:32, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8633, loss_cls: 1.2635, loss: 1.2635, grad_norm: 8.2681 2020-08-13 05:04:10,950 - mmaction - INFO - Epoch [247][2020/3757] lr: 3.760e-04, eta: 8:24:14, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8680, loss_cls: 1.2602, loss: 1.2602, grad_norm: 8.5549 2020-08-13 05:04:26,784 - mmaction - INFO - Epoch [247][2040/3757] lr: 3.760e-04, eta: 8:23:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8594, loss_cls: 1.3052, loss: 1.3052, grad_norm: 8.7069 2020-08-13 05:04:42,666 - mmaction - INFO - Epoch [247][2060/3757] lr: 3.760e-04, eta: 8:23:39, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.3428, loss: 1.3428, grad_norm: 8.9408 2020-08-13 05:04:58,528 - mmaction - INFO - Epoch [247][2080/3757] lr: 3.760e-04, eta: 8:23:21, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8414, loss_cls: 1.4069, loss: 1.4069, grad_norm: 8.7945 2020-08-13 05:05:14,406 - mmaction - INFO - Epoch [247][2100/3757] lr: 3.760e-04, eta: 8:23:03, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3507, loss: 1.3507, grad_norm: 8.7160 2020-08-13 05:05:30,248 - mmaction - INFO - Epoch [247][2120/3757] lr: 3.760e-04, eta: 8:22:46, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8578, loss_cls: 1.3712, loss: 1.3712, grad_norm: 8.8451 2020-08-13 05:05:46,082 - mmaction - INFO - Epoch [247][2140/3757] lr: 3.760e-04, eta: 8:22:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.3381, loss: 1.3381, grad_norm: 8.8403 2020-08-13 05:06:01,955 - mmaction - INFO - Epoch [247][2160/3757] lr: 3.760e-04, eta: 8:22:10, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8570, loss_cls: 1.3984, loss: 1.3984, grad_norm: 9.0161 2020-08-13 05:06:17,788 - mmaction - INFO - Epoch [247][2180/3757] lr: 3.760e-04, eta: 8:21:52, time: 0.795, data_time: 0.006, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8508, loss_cls: 1.3819, loss: 1.3819, grad_norm: 8.5211 2020-08-13 05:06:33,548 - mmaction - INFO - Epoch [247][2200/3757] lr: 3.760e-04, eta: 8:21:34, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8641, loss_cls: 1.3222, loss: 1.3222, grad_norm: 8.7243 2020-08-13 05:06:49,465 - mmaction - INFO - Epoch [247][2220/3757] lr: 3.760e-04, eta: 8:21:17, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8609, loss_cls: 1.3018, loss: 1.3018, grad_norm: 8.5810 2020-08-13 05:07:05,302 - mmaction - INFO - Epoch [247][2240/3757] lr: 3.760e-04, eta: 8:20:59, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8477, loss_cls: 1.3926, loss: 1.3926, grad_norm: 9.0993 2020-08-13 05:07:21,229 - mmaction - INFO - Epoch [247][2260/3757] lr: 3.760e-04, eta: 8:20:41, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8492, loss_cls: 1.3505, loss: 1.3505, grad_norm: 8.6570 2020-08-13 05:07:37,169 - mmaction - INFO - Epoch [247][2280/3757] lr: 3.760e-04, eta: 8:20:24, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8547, loss_cls: 1.3456, loss: 1.3456, grad_norm: 8.4570 2020-08-13 05:07:53,098 - mmaction - INFO - Epoch [247][2300/3757] lr: 3.760e-04, eta: 8:20:06, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8531, loss_cls: 1.3431, loss: 1.3431, grad_norm: 8.6048 2020-08-13 05:08:09,064 - mmaction - INFO - Epoch [247][2320/3757] lr: 3.760e-04, eta: 8:19:48, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3720, loss: 1.3720, grad_norm: 8.8975 2020-08-13 05:08:25,073 - mmaction - INFO - Epoch [247][2340/3757] lr: 3.760e-04, eta: 8:19:30, time: 0.802, data_time: 0.005, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8578, loss_cls: 1.3278, loss: 1.3278, grad_norm: 8.7976 2020-08-13 05:08:40,900 - mmaction - INFO - Epoch [247][2360/3757] lr: 3.760e-04, eta: 8:19:13, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8539, loss_cls: 1.3608, loss: 1.3608, grad_norm: 8.8740 2020-08-13 05:08:56,774 - mmaction - INFO - Epoch [247][2380/3757] lr: 3.760e-04, eta: 8:18:55, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8578, loss_cls: 1.3280, loss: 1.3280, grad_norm: 8.6375 2020-08-13 05:09:12,636 - mmaction - INFO - Epoch [247][2400/3757] lr: 3.760e-04, eta: 8:18:37, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8484, loss_cls: 1.3688, loss: 1.3688, grad_norm: 8.7251 2020-08-13 05:09:28,417 - mmaction - INFO - Epoch [247][2420/3757] lr: 3.760e-04, eta: 8:18:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8727, loss_cls: 1.2916, loss: 1.2916, grad_norm: 8.5807 2020-08-13 05:09:44,276 - mmaction - INFO - Epoch [247][2440/3757] lr: 3.760e-04, eta: 8:18:02, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8523, loss_cls: 1.3787, loss: 1.3787, grad_norm: 8.9163 2020-08-13 05:10:00,180 - mmaction - INFO - Epoch [247][2460/3757] lr: 3.760e-04, eta: 8:17:44, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8531, loss_cls: 1.3265, loss: 1.3265, grad_norm: 8.6673 2020-08-13 05:10:16,016 - mmaction - INFO - Epoch [247][2480/3757] lr: 3.760e-04, eta: 8:17:26, time: 0.792, data_time: 0.008, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8414, loss_cls: 1.4122, loss: 1.4122, grad_norm: 8.9913 2020-08-13 05:10:31,813 - mmaction - INFO - Epoch [247][2500/3757] lr: 3.760e-04, eta: 8:17:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8609, loss_cls: 1.3084, loss: 1.3084, grad_norm: 8.6133 2020-08-13 05:10:47,668 - mmaction - INFO - Epoch [247][2520/3757] lr: 3.760e-04, eta: 8:16:51, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8656, loss_cls: 1.3346, loss: 1.3346, grad_norm: 8.8302 2020-08-13 05:11:03,407 - mmaction - INFO - Epoch [247][2540/3757] lr: 3.760e-04, eta: 8:16:33, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8477, loss_cls: 1.3989, loss: 1.3989, grad_norm: 8.6392 2020-08-13 05:11:19,342 - mmaction - INFO - Epoch [247][2560/3757] lr: 3.760e-04, eta: 8:16:15, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8617, loss_cls: 1.3630, loss: 1.3630, grad_norm: 8.9880 2020-08-13 05:11:35,256 - mmaction - INFO - Epoch [247][2580/3757] lr: 3.760e-04, eta: 8:15:57, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.4034, loss: 1.4034, grad_norm: 8.9765 2020-08-13 05:11:51,060 - mmaction - INFO - Epoch [247][2600/3757] lr: 3.760e-04, eta: 8:15:40, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8531, loss_cls: 1.3623, loss: 1.3623, grad_norm: 8.8809 2020-08-13 05:12:06,866 - mmaction - INFO - Epoch [247][2620/3757] lr: 3.760e-04, eta: 8:15:22, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8750, loss_cls: 1.3001, loss: 1.3001, grad_norm: 8.6277 2020-08-13 05:12:22,722 - mmaction - INFO - Epoch [247][2640/3757] lr: 3.760e-04, eta: 8:15:04, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8578, loss_cls: 1.3095, loss: 1.3095, grad_norm: 8.5006 2020-08-13 05:12:38,535 - mmaction - INFO - Epoch [247][2660/3757] lr: 3.760e-04, eta: 8:14:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8461, loss_cls: 1.3740, loss: 1.3740, grad_norm: 8.9324 2020-08-13 05:12:54,459 - mmaction - INFO - Epoch [247][2680/3757] lr: 3.760e-04, eta: 8:14:29, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8562, loss_cls: 1.4005, loss: 1.4005, grad_norm: 9.0600 2020-08-13 05:13:10,203 - mmaction - INFO - Epoch [247][2700/3757] lr: 3.760e-04, eta: 8:14:11, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8547, loss_cls: 1.3518, loss: 1.3518, grad_norm: 8.7542 2020-08-13 05:13:25,962 - mmaction - INFO - Epoch [247][2720/3757] lr: 3.760e-04, eta: 8:13:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8547, loss_cls: 1.3468, loss: 1.3468, grad_norm: 8.7162 2020-08-13 05:13:41,760 - mmaction - INFO - Epoch [247][2740/3757] lr: 3.760e-04, eta: 8:13:35, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8398, loss_cls: 1.3826, loss: 1.3826, grad_norm: 8.8782 2020-08-13 05:13:57,573 - mmaction - INFO - Epoch [247][2760/3757] lr: 3.760e-04, eta: 8:13:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8648, loss_cls: 1.3049, loss: 1.3049, grad_norm: 8.9044 2020-08-13 05:14:13,572 - mmaction - INFO - Epoch [247][2780/3757] lr: 3.760e-04, eta: 8:13:00, time: 0.801, data_time: 0.005, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.3280, loss: 1.3280, grad_norm: 8.7445 2020-08-13 05:14:29,377 - mmaction - INFO - Epoch [247][2800/3757] lr: 3.760e-04, eta: 8:12:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8516, loss_cls: 1.3974, loss: 1.3974, grad_norm: 8.9462 2020-08-13 05:14:45,248 - mmaction - INFO - Epoch [247][2820/3757] lr: 3.760e-04, eta: 8:12:24, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8398, loss_cls: 1.4338, loss: 1.4338, grad_norm: 8.8746 2020-08-13 05:15:01,153 - mmaction - INFO - Epoch [247][2840/3757] lr: 3.760e-04, eta: 8:12:07, time: 0.797, data_time: 0.006, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8445, loss_cls: 1.3628, loss: 1.3628, grad_norm: 8.5578 2020-08-13 05:15:16,972 - mmaction - INFO - Epoch [247][2860/3757] lr: 3.760e-04, eta: 8:11:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.4044, loss: 1.4044, grad_norm: 8.7671 2020-08-13 05:15:32,897 - mmaction - INFO - Epoch [247][2880/3757] lr: 3.760e-04, eta: 8:11:31, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3778, loss: 1.3778, grad_norm: 8.8396 2020-08-13 05:15:48,686 - mmaction - INFO - Epoch [247][2900/3757] lr: 3.760e-04, eta: 8:11:14, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.3217, loss: 1.3217, grad_norm: 8.4565 2020-08-13 05:16:04,577 - mmaction - INFO - Epoch [247][2920/3757] lr: 3.760e-04, eta: 8:10:56, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.3341, loss: 1.3341, grad_norm: 8.5586 2020-08-13 05:16:20,498 - mmaction - INFO - Epoch [247][2940/3757] lr: 3.760e-04, eta: 8:10:38, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8586, loss_cls: 1.2973, loss: 1.2973, grad_norm: 8.4063 2020-08-13 05:16:36,366 - mmaction - INFO - Epoch [247][2960/3757] lr: 3.760e-04, eta: 8:10:20, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8430, loss_cls: 1.4074, loss: 1.4074, grad_norm: 8.7022 2020-08-13 05:16:52,227 - mmaction - INFO - Epoch [247][2980/3757] lr: 3.760e-04, eta: 8:10:03, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8609, loss_cls: 1.2782, loss: 1.2782, grad_norm: 8.6198 2020-08-13 05:17:08,076 - mmaction - INFO - Epoch [247][3000/3757] lr: 3.760e-04, eta: 8:09:45, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8602, loss_cls: 1.3591, loss: 1.3591, grad_norm: 8.7490 2020-08-13 05:17:23,897 - mmaction - INFO - Epoch [247][3020/3757] lr: 3.760e-04, eta: 8:09:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8516, loss_cls: 1.3091, loss: 1.3091, grad_norm: 8.6353 2020-08-13 05:17:39,728 - mmaction - INFO - Epoch [247][3040/3757] lr: 3.760e-04, eta: 8:09:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3488, loss: 1.3488, grad_norm: 8.7065 2020-08-13 05:17:55,610 - mmaction - INFO - Epoch [247][3060/3757] lr: 3.760e-04, eta: 8:08:52, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8531, loss_cls: 1.3668, loss: 1.3668, grad_norm: 8.6261 2020-08-13 05:18:11,441 - mmaction - INFO - Epoch [247][3080/3757] lr: 3.760e-04, eta: 8:08:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8664, loss_cls: 1.3219, loss: 1.3219, grad_norm: 8.6317 2020-08-13 05:18:27,318 - mmaction - INFO - Epoch [247][3100/3757] lr: 3.760e-04, eta: 8:08:16, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8586, loss_cls: 1.3622, loss: 1.3622, grad_norm: 8.6169 2020-08-13 05:18:43,224 - mmaction - INFO - Epoch [247][3120/3757] lr: 3.760e-04, eta: 8:07:59, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8656, loss_cls: 1.3011, loss: 1.3011, grad_norm: 8.8321 2020-08-13 05:18:58,984 - mmaction - INFO - Epoch [247][3140/3757] lr: 3.760e-04, eta: 8:07:41, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8641, loss_cls: 1.3854, loss: 1.3854, grad_norm: 9.0157 2020-08-13 05:19:14,792 - mmaction - INFO - Epoch [247][3160/3757] lr: 3.760e-04, eta: 8:07:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8594, loss_cls: 1.3593, loss: 1.3593, grad_norm: 8.9119 2020-08-13 05:19:30,668 - mmaction - INFO - Epoch [247][3180/3757] lr: 3.760e-04, eta: 8:07:06, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.3807, loss: 1.3807, grad_norm: 8.7273 2020-08-13 05:19:46,490 - mmaction - INFO - Epoch [247][3200/3757] lr: 3.760e-04, eta: 8:06:48, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8789, loss_cls: 1.2649, loss: 1.2649, grad_norm: 8.7311 2020-08-13 05:20:02,516 - mmaction - INFO - Epoch [247][3220/3757] lr: 3.760e-04, eta: 8:06:30, time: 0.802, data_time: 0.005, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8625, loss_cls: 1.3165, loss: 1.3165, grad_norm: 8.7646 2020-08-13 05:20:18,252 - mmaction - INFO - Epoch [247][3240/3757] lr: 3.760e-04, eta: 8:06:13, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8414, loss_cls: 1.3865, loss: 1.3865, grad_norm: 8.9615 2020-08-13 05:20:34,176 - mmaction - INFO - Epoch [247][3260/3757] lr: 3.760e-04, eta: 8:05:55, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8555, loss_cls: 1.3837, loss: 1.3837, grad_norm: 9.0341 2020-08-13 05:20:50,084 - mmaction - INFO - Epoch [247][3280/3757] lr: 3.760e-04, eta: 8:05:37, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8539, loss_cls: 1.3175, loss: 1.3175, grad_norm: 8.7348 2020-08-13 05:21:05,977 - mmaction - INFO - Epoch [247][3300/3757] lr: 3.760e-04, eta: 8:05:20, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8609, loss_cls: 1.3363, loss: 1.3363, grad_norm: 8.3774 2020-08-13 05:21:21,859 - mmaction - INFO - Epoch [247][3320/3757] lr: 3.760e-04, eta: 8:05:02, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8555, loss_cls: 1.3543, loss: 1.3543, grad_norm: 8.6612 2020-08-13 05:21:37,705 - mmaction - INFO - Epoch [247][3340/3757] lr: 3.760e-04, eta: 8:04:44, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.3888, loss: 1.3888, grad_norm: 8.9267 2020-08-13 05:21:53,547 - mmaction - INFO - Epoch [247][3360/3757] lr: 3.760e-04, eta: 8:04:26, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8695, loss_cls: 1.2594, loss: 1.2594, grad_norm: 8.6677 2020-08-13 05:22:09,424 - mmaction - INFO - Epoch [247][3380/3757] lr: 3.760e-04, eta: 8:04:09, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8445, loss_cls: 1.3714, loss: 1.3714, grad_norm: 8.6175 2020-08-13 05:22:25,324 - mmaction - INFO - Epoch [247][3400/3757] lr: 3.760e-04, eta: 8:03:51, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8547, loss_cls: 1.3619, loss: 1.3619, grad_norm: 8.7414 2020-08-13 05:22:41,120 - mmaction - INFO - Epoch [247][3420/3757] lr: 3.760e-04, eta: 8:03:33, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8617, loss_cls: 1.3146, loss: 1.3146, grad_norm: 8.4599 2020-08-13 05:22:57,063 - mmaction - INFO - Epoch [247][3440/3757] lr: 3.760e-04, eta: 8:03:16, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8570, loss_cls: 1.3570, loss: 1.3570, grad_norm: 8.7178 2020-08-13 05:23:12,861 - mmaction - INFO - Epoch [247][3460/3757] lr: 3.760e-04, eta: 8:02:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.2769, loss: 1.2769, grad_norm: 8.4342 2020-08-13 05:23:28,724 - mmaction - INFO - Epoch [247][3480/3757] lr: 3.760e-04, eta: 8:02:40, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8570, loss_cls: 1.3637, loss: 1.3637, grad_norm: 8.8538 2020-08-13 05:23:44,534 - mmaction - INFO - Epoch [247][3500/3757] lr: 3.760e-04, eta: 8:02:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.3868, loss: 1.3868, grad_norm: 8.7800 2020-08-13 05:24:00,370 - mmaction - INFO - Epoch [247][3520/3757] lr: 3.760e-04, eta: 8:02:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8570, loss_cls: 1.3629, loss: 1.3629, grad_norm: 8.7445 2020-08-13 05:24:16,164 - mmaction - INFO - Epoch [247][3540/3757] lr: 3.760e-04, eta: 8:01:47, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8562, loss_cls: 1.3429, loss: 1.3429, grad_norm: 8.6652 2020-08-13 05:24:31,926 - mmaction - INFO - Epoch [247][3560/3757] lr: 3.760e-04, eta: 8:01:30, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8555, loss_cls: 1.3213, loss: 1.3213, grad_norm: 8.6721 2020-08-13 05:24:47,809 - mmaction - INFO - Epoch [247][3580/3757] lr: 3.760e-04, eta: 8:01:12, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8484, loss_cls: 1.3896, loss: 1.3896, grad_norm: 8.7877 2020-08-13 05:25:03,735 - mmaction - INFO - Epoch [247][3600/3757] lr: 3.760e-04, eta: 8:00:54, time: 0.797, data_time: 0.005, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8477, loss_cls: 1.3547, loss: 1.3547, grad_norm: 8.8701 2020-08-13 05:25:19,504 - mmaction - INFO - Epoch [247][3620/3757] lr: 3.760e-04, eta: 8:00:37, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8508, loss_cls: 1.3739, loss: 1.3739, grad_norm: 8.5655 2020-08-13 05:25:35,244 - mmaction - INFO - Epoch [247][3640/3757] lr: 3.760e-04, eta: 8:00:19, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8516, loss_cls: 1.3536, loss: 1.3536, grad_norm: 8.9296 2020-08-13 05:25:51,058 - mmaction - INFO - Epoch [247][3660/3757] lr: 3.760e-04, eta: 8:00:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8578, loss_cls: 1.3457, loss: 1.3457, grad_norm: 8.8920 2020-08-13 05:26:06,818 - mmaction - INFO - Epoch [247][3680/3757] lr: 3.760e-04, eta: 7:59:43, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8453, loss_cls: 1.4006, loss: 1.4006, grad_norm: 8.9007 2020-08-13 05:26:22,608 - mmaction - INFO - Epoch [247][3700/3757] lr: 3.760e-04, eta: 7:59:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8656, loss_cls: 1.2932, loss: 1.2932, grad_norm: 8.3651 2020-08-13 05:26:38,439 - mmaction - INFO - Epoch [247][3720/3757] lr: 3.760e-04, eta: 7:59:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8539, loss_cls: 1.3749, loss: 1.3749, grad_norm: 8.8949 2020-08-13 05:26:54,271 - mmaction - INFO - Epoch [247][3740/3757] lr: 3.760e-04, eta: 7:58:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3491, loss: 1.3491, grad_norm: 8.9001 2020-08-13 05:30:30,097 - mmaction - INFO - Epoch [248][20/3757] lr: 3.047e-04, eta: 7:59:51, time: 9.250, data_time: 8.446, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8539, loss_cls: 1.3473, loss: 1.3473, grad_norm: 8.9990 2020-08-13 05:30:45,881 - mmaction - INFO - Epoch [248][40/3757] lr: 3.047e-04, eta: 7:59:33, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8609, loss_cls: 1.3019, loss: 1.3019, grad_norm: 8.6640 2020-08-13 05:31:01,674 - mmaction - INFO - Epoch [248][60/3757] lr: 3.047e-04, eta: 7:59:15, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8531, loss_cls: 1.3352, loss: 1.3352, grad_norm: 8.5808 2020-08-13 05:31:17,464 - mmaction - INFO - Epoch [248][80/3757] lr: 3.047e-04, eta: 7:58:58, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8609, loss_cls: 1.3390, loss: 1.3390, grad_norm: 9.0144 2020-08-13 05:31:33,316 - mmaction - INFO - Epoch [248][100/3757] lr: 3.047e-04, eta: 7:58:40, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3564, loss: 1.3564, grad_norm: 8.7884 2020-08-13 05:31:49,230 - mmaction - INFO - Epoch [248][120/3757] lr: 3.047e-04, eta: 7:58:22, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8516, loss_cls: 1.3563, loss: 1.3563, grad_norm: 8.8840 2020-08-13 05:32:05,051 - mmaction - INFO - Epoch [248][140/3757] lr: 3.047e-04, eta: 7:58:04, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8531, loss_cls: 1.3270, loss: 1.3270, grad_norm: 8.5666 2020-08-13 05:32:20,904 - mmaction - INFO - Epoch [248][160/3757] lr: 3.047e-04, eta: 7:57:47, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8539, loss_cls: 1.3646, loss: 1.3646, grad_norm: 8.9081 2020-08-13 05:32:36,689 - mmaction - INFO - Epoch [248][180/3757] lr: 3.047e-04, eta: 7:57:29, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.7086, top5_acc: 0.8727, loss_cls: 1.2317, loss: 1.2317, grad_norm: 8.4597 2020-08-13 05:32:52,573 - mmaction - INFO - Epoch [248][200/3757] lr: 3.047e-04, eta: 7:57:11, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8445, loss_cls: 1.4064, loss: 1.4064, grad_norm: 9.0856 2020-08-13 05:33:08,320 - mmaction - INFO - Epoch [248][220/3757] lr: 3.047e-04, eta: 7:56:53, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8695, loss_cls: 1.3362, loss: 1.3362, grad_norm: 8.9640 2020-08-13 05:33:24,109 - mmaction - INFO - Epoch [248][240/3757] lr: 3.047e-04, eta: 7:56:36, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8461, loss_cls: 1.4103, loss: 1.4103, grad_norm: 8.9619 2020-08-13 05:33:39,960 - mmaction - INFO - Epoch [248][260/3757] lr: 3.047e-04, eta: 7:56:18, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8711, loss_cls: 1.3004, loss: 1.3004, grad_norm: 8.7472 2020-08-13 05:33:55,821 - mmaction - INFO - Epoch [248][280/3757] lr: 3.047e-04, eta: 7:56:00, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8602, loss_cls: 1.3050, loss: 1.3050, grad_norm: 8.9116 2020-08-13 05:34:11,600 - mmaction - INFO - Epoch [248][300/3757] lr: 3.047e-04, eta: 7:55:42, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8461, loss_cls: 1.3566, loss: 1.3566, grad_norm: 8.5463 2020-08-13 05:34:27,401 - mmaction - INFO - Epoch [248][320/3757] lr: 3.047e-04, eta: 7:55:25, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8539, loss_cls: 1.3454, loss: 1.3454, grad_norm: 8.9059 2020-08-13 05:34:43,214 - mmaction - INFO - Epoch [248][340/3757] lr: 3.047e-04, eta: 7:55:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8562, loss_cls: 1.3360, loss: 1.3360, grad_norm: 8.6360 2020-08-13 05:34:59,105 - mmaction - INFO - Epoch [248][360/3757] lr: 3.047e-04, eta: 7:54:49, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8539, loss_cls: 1.3102, loss: 1.3102, grad_norm: 8.9344 2020-08-13 05:35:14,893 - mmaction - INFO - Epoch [248][380/3757] lr: 3.047e-04, eta: 7:54:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8508, loss_cls: 1.3657, loss: 1.3657, grad_norm: 9.1008 2020-08-13 05:35:30,650 - mmaction - INFO - Epoch [248][400/3757] lr: 3.047e-04, eta: 7:54:14, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8484, loss_cls: 1.3628, loss: 1.3628, grad_norm: 8.7731 2020-08-13 05:35:46,492 - mmaction - INFO - Epoch [248][420/3757] lr: 3.047e-04, eta: 7:53:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8758, loss_cls: 1.2456, loss: 1.2456, grad_norm: 8.5471 2020-08-13 05:36:02,376 - mmaction - INFO - Epoch [248][440/3757] lr: 3.047e-04, eta: 7:53:38, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8461, loss_cls: 1.4026, loss: 1.4026, grad_norm: 8.8190 2020-08-13 05:36:18,180 - mmaction - INFO - Epoch [248][460/3757] lr: 3.047e-04, eta: 7:53:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2972, loss: 1.2972, grad_norm: 8.4793 2020-08-13 05:36:34,023 - mmaction - INFO - Epoch [248][480/3757] lr: 3.047e-04, eta: 7:53:03, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8617, loss_cls: 1.3183, loss: 1.3183, grad_norm: 8.4886 2020-08-13 05:36:49,829 - mmaction - INFO - Epoch [248][500/3757] lr: 3.047e-04, eta: 7:52:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8664, loss_cls: 1.2674, loss: 1.2674, grad_norm: 8.8323 2020-08-13 05:37:05,695 - mmaction - INFO - Epoch [248][520/3757] lr: 3.047e-04, eta: 7:52:27, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.3173, loss: 1.3173, grad_norm: 8.7529 2020-08-13 05:37:21,495 - mmaction - INFO - Epoch [248][540/3757] lr: 3.047e-04, eta: 7:52:09, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8766, loss_cls: 1.2953, loss: 1.2953, grad_norm: 8.5126 2020-08-13 05:37:37,390 - mmaction - INFO - Epoch [248][560/3757] lr: 3.047e-04, eta: 7:51:52, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8719, loss_cls: 1.2447, loss: 1.2447, grad_norm: 8.3921 2020-08-13 05:37:53,154 - mmaction - INFO - Epoch [248][580/3757] lr: 3.047e-04, eta: 7:51:34, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.7094, top5_acc: 0.8742, loss_cls: 1.2621, loss: 1.2621, grad_norm: 8.3450 2020-08-13 05:38:08,964 - mmaction - INFO - Epoch [248][600/3757] lr: 3.047e-04, eta: 7:51:16, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8391, loss_cls: 1.3950, loss: 1.3950, grad_norm: 8.7767 2020-08-13 05:38:24,754 - mmaction - INFO - Epoch [248][620/3757] lr: 3.047e-04, eta: 7:50:58, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.2626, loss: 1.2626, grad_norm: 8.4360 2020-08-13 05:38:40,653 - mmaction - INFO - Epoch [248][640/3757] lr: 3.047e-04, eta: 7:50:41, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8680, loss_cls: 1.2991, loss: 1.2991, grad_norm: 8.4843 2020-08-13 05:38:56,419 - mmaction - INFO - Epoch [248][660/3757] lr: 3.047e-04, eta: 7:50:23, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8547, loss_cls: 1.3205, loss: 1.3205, grad_norm: 8.3191 2020-08-13 05:39:12,200 - mmaction - INFO - Epoch [248][680/3757] lr: 3.047e-04, eta: 7:50:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.7086, top5_acc: 0.8703, loss_cls: 1.2467, loss: 1.2467, grad_norm: 8.2785 2020-08-13 05:39:27,962 - mmaction - INFO - Epoch [248][700/3757] lr: 3.047e-04, eta: 7:49:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8516, loss_cls: 1.3432, loss: 1.3432, grad_norm: 8.7172 2020-08-13 05:39:43,776 - mmaction - INFO - Epoch [248][720/3757] lr: 3.047e-04, eta: 7:49:30, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8492, loss_cls: 1.4051, loss: 1.4051, grad_norm: 9.0767 2020-08-13 05:39:59,559 - mmaction - INFO - Epoch [248][740/3757] lr: 3.047e-04, eta: 7:49:12, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8531, loss_cls: 1.3394, loss: 1.3394, grad_norm: 8.4560 2020-08-13 05:40:15,392 - mmaction - INFO - Epoch [248][760/3757] lr: 3.047e-04, eta: 7:48:54, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2571, loss: 1.2571, grad_norm: 8.5846 2020-08-13 05:40:31,161 - mmaction - INFO - Epoch [248][780/3757] lr: 3.047e-04, eta: 7:48:37, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8547, loss_cls: 1.3516, loss: 1.3516, grad_norm: 8.8258 2020-08-13 05:40:46,989 - mmaction - INFO - Epoch [248][800/3757] lr: 3.047e-04, eta: 7:48:19, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8633, loss_cls: 1.3273, loss: 1.3273, grad_norm: 8.6667 2020-08-13 05:41:02,809 - mmaction - INFO - Epoch [248][820/3757] lr: 3.047e-04, eta: 7:48:01, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8602, loss_cls: 1.2642, loss: 1.2642, grad_norm: 8.5002 2020-08-13 05:41:18,645 - mmaction - INFO - Epoch [248][840/3757] lr: 3.047e-04, eta: 7:47:43, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6516, top5_acc: 0.8297, loss_cls: 1.4444, loss: 1.4444, grad_norm: 8.9051 2020-08-13 05:41:34,602 - mmaction - INFO - Epoch [248][860/3757] lr: 3.047e-04, eta: 7:47:26, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8484, loss_cls: 1.3553, loss: 1.3553, grad_norm: 8.9151 2020-08-13 05:41:50,496 - mmaction - INFO - Epoch [248][880/3757] lr: 3.047e-04, eta: 7:47:08, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8430, loss_cls: 1.3627, loss: 1.3627, grad_norm: 8.7625 2020-08-13 05:42:06,202 - mmaction - INFO - Epoch [248][900/3757] lr: 3.047e-04, eta: 7:46:50, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8500, loss_cls: 1.3453, loss: 1.3453, grad_norm: 8.6927 2020-08-13 05:42:21,914 - mmaction - INFO - Epoch [248][920/3757] lr: 3.047e-04, eta: 7:46:33, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.3790, loss: 1.3790, grad_norm: 8.5515 2020-08-13 05:42:37,805 - mmaction - INFO - Epoch [248][940/3757] lr: 3.047e-04, eta: 7:46:15, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8547, loss_cls: 1.3351, loss: 1.3351, grad_norm: 8.8002 2020-08-13 05:42:53,742 - mmaction - INFO - Epoch [248][960/3757] lr: 3.047e-04, eta: 7:45:57, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8719, loss_cls: 1.2642, loss: 1.2642, grad_norm: 8.4894 2020-08-13 05:43:09,500 - mmaction - INFO - Epoch [248][980/3757] lr: 3.047e-04, eta: 7:45:40, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8664, loss_cls: 1.3345, loss: 1.3345, grad_norm: 8.9152 2020-08-13 05:43:25,230 - mmaction - INFO - Epoch [248][1000/3757] lr: 3.047e-04, eta: 7:45:22, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8523, loss_cls: 1.3397, loss: 1.3397, grad_norm: 8.5428 2020-08-13 05:43:41,061 - mmaction - INFO - Epoch [248][1020/3757] lr: 3.047e-04, eta: 7:45:04, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8656, loss_cls: 1.3250, loss: 1.3250, grad_norm: 8.7943 2020-08-13 05:43:56,809 - mmaction - INFO - Epoch [248][1040/3757] lr: 3.047e-04, eta: 7:44:46, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.3965, loss: 1.3965, grad_norm: 9.0788 2020-08-13 05:44:12,589 - mmaction - INFO - Epoch [248][1060/3757] lr: 3.047e-04, eta: 7:44:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8516, loss_cls: 1.3699, loss: 1.3699, grad_norm: 9.0202 2020-08-13 05:44:28,327 - mmaction - INFO - Epoch [248][1080/3757] lr: 3.047e-04, eta: 7:44:11, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8547, loss_cls: 1.3604, loss: 1.3604, grad_norm: 8.7224 2020-08-13 05:44:44,120 - mmaction - INFO - Epoch [248][1100/3757] lr: 3.047e-04, eta: 7:43:53, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8578, loss_cls: 1.3640, loss: 1.3640, grad_norm: 8.8862 2020-08-13 05:44:59,874 - mmaction - INFO - Epoch [248][1120/3757] lr: 3.047e-04, eta: 7:43:35, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8453, loss_cls: 1.3399, loss: 1.3399, grad_norm: 8.8636 2020-08-13 05:45:15,635 - mmaction - INFO - Epoch [248][1140/3757] lr: 3.047e-04, eta: 7:43:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8695, loss_cls: 1.3255, loss: 1.3255, grad_norm: 9.1185 2020-08-13 05:45:31,477 - mmaction - INFO - Epoch [248][1160/3757] lr: 3.047e-04, eta: 7:43:00, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.7070, top5_acc: 0.8758, loss_cls: 1.2249, loss: 1.2249, grad_norm: 8.5998 2020-08-13 05:45:47,248 - mmaction - INFO - Epoch [248][1180/3757] lr: 3.047e-04, eta: 7:42:42, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8453, loss_cls: 1.3555, loss: 1.3555, grad_norm: 8.9653 2020-08-13 05:46:03,089 - mmaction - INFO - Epoch [248][1200/3757] lr: 3.047e-04, eta: 7:42:25, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3571, loss: 1.3571, grad_norm: 8.9309 2020-08-13 05:46:18,930 - mmaction - INFO - Epoch [248][1220/3757] lr: 3.047e-04, eta: 7:42:07, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8570, loss_cls: 1.3192, loss: 1.3192, grad_norm: 8.7957 2020-08-13 05:46:34,735 - mmaction - INFO - Epoch [248][1240/3757] lr: 3.047e-04, eta: 7:41:49, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8633, loss_cls: 1.3044, loss: 1.3044, grad_norm: 8.6995 2020-08-13 05:46:50,548 - mmaction - INFO - Epoch [248][1260/3757] lr: 3.047e-04, eta: 7:41:32, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8586, loss_cls: 1.2816, loss: 1.2816, grad_norm: 8.6572 2020-08-13 05:47:06,493 - mmaction - INFO - Epoch [248][1280/3757] lr: 3.047e-04, eta: 7:41:14, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8703, loss_cls: 1.2919, loss: 1.2919, grad_norm: 9.1397 2020-08-13 05:47:22,233 - mmaction - INFO - Epoch [248][1300/3757] lr: 3.047e-04, eta: 7:40:56, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.3640, loss: 1.3640, grad_norm: 9.0129 2020-08-13 05:47:38,092 - mmaction - INFO - Epoch [248][1320/3757] lr: 3.047e-04, eta: 7:40:39, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8734, loss_cls: 1.2794, loss: 1.2794, grad_norm: 8.7402 2020-08-13 05:47:53,927 - mmaction - INFO - Epoch [248][1340/3757] lr: 3.047e-04, eta: 7:40:21, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8609, loss_cls: 1.3052, loss: 1.3052, grad_norm: 8.6900 2020-08-13 05:48:09,758 - mmaction - INFO - Epoch [248][1360/3757] lr: 3.047e-04, eta: 7:40:03, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.3585, loss: 1.3585, grad_norm: 8.6478 2020-08-13 05:48:25,587 - mmaction - INFO - Epoch [248][1380/3757] lr: 3.047e-04, eta: 7:39:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8539, loss_cls: 1.3290, loss: 1.3290, grad_norm: 8.4982 2020-08-13 05:48:41,335 - mmaction - INFO - Epoch [248][1400/3757] lr: 3.047e-04, eta: 7:39:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8516, loss_cls: 1.3572, loss: 1.3572, grad_norm: 8.7432 2020-08-13 05:48:57,123 - mmaction - INFO - Epoch [248][1420/3757] lr: 3.047e-04, eta: 7:39:10, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8734, loss_cls: 1.2850, loss: 1.2850, grad_norm: 8.8650 2020-08-13 05:49:13,004 - mmaction - INFO - Epoch [248][1440/3757] lr: 3.047e-04, eta: 7:38:52, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8523, loss_cls: 1.3230, loss: 1.3230, grad_norm: 8.3654 2020-08-13 05:49:28,861 - mmaction - INFO - Epoch [248][1460/3757] lr: 3.047e-04, eta: 7:38:35, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8516, loss_cls: 1.3629, loss: 1.3629, grad_norm: 8.9478 2020-08-13 05:49:44,730 - mmaction - INFO - Epoch [248][1480/3757] lr: 3.047e-04, eta: 7:38:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8672, loss_cls: 1.3347, loss: 1.3347, grad_norm: 8.8638 2020-08-13 05:50:00,574 - mmaction - INFO - Epoch [248][1500/3757] lr: 3.047e-04, eta: 7:37:59, time: 0.794, data_time: 0.007, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.2785, loss: 1.2785, grad_norm: 8.9085 2020-08-13 05:50:16,465 - mmaction - INFO - Epoch [248][1520/3757] lr: 3.047e-04, eta: 7:37:42, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8711, loss_cls: 1.2824, loss: 1.2824, grad_norm: 9.0487 2020-08-13 05:50:32,328 - mmaction - INFO - Epoch [248][1540/3757] lr: 3.047e-04, eta: 7:37:24, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8617, loss_cls: 1.2721, loss: 1.2721, grad_norm: 8.7020 2020-08-13 05:50:48,098 - mmaction - INFO - Epoch [248][1560/3757] lr: 3.047e-04, eta: 7:37:06, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.7016, top5_acc: 0.8625, loss_cls: 1.2757, loss: 1.2757, grad_norm: 8.7335 2020-08-13 05:51:03,900 - mmaction - INFO - Epoch [248][1580/3757] lr: 3.047e-04, eta: 7:36:49, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8422, loss_cls: 1.4194, loss: 1.4194, grad_norm: 9.1117 2020-08-13 05:51:19,787 - mmaction - INFO - Epoch [248][1600/3757] lr: 3.047e-04, eta: 7:36:31, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8672, loss_cls: 1.3138, loss: 1.3138, grad_norm: 8.9318 2020-08-13 05:51:35,549 - mmaction - INFO - Epoch [248][1620/3757] lr: 3.047e-04, eta: 7:36:13, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.7148, top5_acc: 0.8609, loss_cls: 1.2796, loss: 1.2796, grad_norm: 8.7084 2020-08-13 05:51:51,373 - mmaction - INFO - Epoch [248][1640/3757] lr: 3.047e-04, eta: 7:35:56, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8453, loss_cls: 1.3532, loss: 1.3532, grad_norm: 8.7421 2020-08-13 05:52:07,240 - mmaction - INFO - Epoch [248][1660/3757] lr: 3.047e-04, eta: 7:35:38, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8477, loss_cls: 1.3678, loss: 1.3678, grad_norm: 8.7769 2020-08-13 05:52:23,047 - mmaction - INFO - Epoch [248][1680/3757] lr: 3.047e-04, eta: 7:35:21, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8555, loss_cls: 1.3832, loss: 1.3832, grad_norm: 8.8930 2020-08-13 05:52:38,860 - mmaction - INFO - Epoch [248][1700/3757] lr: 3.047e-04, eta: 7:35:03, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8688, loss_cls: 1.2643, loss: 1.2643, grad_norm: 8.7324 2020-08-13 05:52:54,742 - mmaction - INFO - Epoch [248][1720/3757] lr: 3.047e-04, eta: 7:34:45, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8594, loss_cls: 1.3360, loss: 1.3360, grad_norm: 8.8407 2020-08-13 05:53:10,448 - mmaction - INFO - Epoch [248][1740/3757] lr: 3.047e-04, eta: 7:34:28, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8680, loss_cls: 1.2777, loss: 1.2777, grad_norm: 8.4242 2020-08-13 05:53:26,264 - mmaction - INFO - Epoch [248][1760/3757] lr: 3.047e-04, eta: 7:34:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3847, loss: 1.3847, grad_norm: 8.9333 2020-08-13 05:53:42,048 - mmaction - INFO - Epoch [248][1780/3757] lr: 3.047e-04, eta: 7:33:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.2972, loss: 1.2972, grad_norm: 8.6410 2020-08-13 05:53:57,933 - mmaction - INFO - Epoch [248][1800/3757] lr: 3.047e-04, eta: 7:33:35, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8695, loss_cls: 1.2495, loss: 1.2495, grad_norm: 8.5901 2020-08-13 05:54:13,743 - mmaction - INFO - Epoch [248][1820/3757] lr: 3.047e-04, eta: 7:33:17, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8758, loss_cls: 1.2509, loss: 1.2509, grad_norm: 8.4500 2020-08-13 05:54:29,680 - mmaction - INFO - Epoch [248][1840/3757] lr: 3.047e-04, eta: 7:32:59, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8305, loss_cls: 1.4277, loss: 1.4277, grad_norm: 8.8176 2020-08-13 05:54:45,724 - mmaction - INFO - Epoch [248][1860/3757] lr: 3.047e-04, eta: 7:32:42, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.3402, loss: 1.3402, grad_norm: 8.6005 2020-08-13 05:55:01,888 - mmaction - INFO - Epoch [248][1880/3757] lr: 3.047e-04, eta: 7:32:24, time: 0.807, data_time: 0.005, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8578, loss_cls: 1.3474, loss: 1.3474, grad_norm: 8.6417 2020-08-13 05:55:18,026 - mmaction - INFO - Epoch [248][1900/3757] lr: 3.047e-04, eta: 7:32:07, time: 0.809, data_time: 0.006, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8570, loss_cls: 1.3736, loss: 1.3736, grad_norm: 9.0697 2020-08-13 05:55:33,972 - mmaction - INFO - Epoch [248][1920/3757] lr: 3.047e-04, eta: 7:31:49, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8609, loss_cls: 1.3233, loss: 1.3233, grad_norm: 8.5902 2020-08-13 05:55:49,757 - mmaction - INFO - Epoch [248][1940/3757] lr: 3.047e-04, eta: 7:31:32, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3610, loss: 1.3610, grad_norm: 8.9876 2020-08-13 05:56:05,625 - mmaction - INFO - Epoch [248][1960/3757] lr: 3.047e-04, eta: 7:31:14, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8492, loss_cls: 1.3426, loss: 1.3426, grad_norm: 8.7463 2020-08-13 05:56:21,318 - mmaction - INFO - Epoch [248][1980/3757] lr: 3.047e-04, eta: 7:30:56, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8531, loss_cls: 1.3833, loss: 1.3833, grad_norm: 8.8388 2020-08-13 05:56:37,645 - mmaction - INFO - Epoch [248][2000/3757] lr: 3.047e-04, eta: 7:30:39, time: 0.814, data_time: 0.003, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8391, loss_cls: 1.4425, loss: 1.4425, grad_norm: 8.8558 2020-08-13 05:56:53,652 - mmaction - INFO - Epoch [248][2020/3757] lr: 3.047e-04, eta: 7:30:21, time: 0.802, data_time: 0.006, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8602, loss_cls: 1.3679, loss: 1.3679, grad_norm: 8.6126 2020-08-13 05:57:09,752 - mmaction - INFO - Epoch [248][2040/3757] lr: 3.047e-04, eta: 7:30:04, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8562, loss_cls: 1.3312, loss: 1.3312, grad_norm: 8.6433 2020-08-13 05:57:25,611 - mmaction - INFO - Epoch [248][2060/3757] lr: 3.047e-04, eta: 7:29:46, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.7078, top5_acc: 0.8680, loss_cls: 1.2355, loss: 1.2355, grad_norm: 8.4999 2020-08-13 05:57:41,405 - mmaction - INFO - Epoch [248][2080/3757] lr: 3.047e-04, eta: 7:29:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8508, loss_cls: 1.3498, loss: 1.3498, grad_norm: 8.7596 2020-08-13 05:57:57,306 - mmaction - INFO - Epoch [248][2100/3757] lr: 3.047e-04, eta: 7:29:11, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8586, loss_cls: 1.3451, loss: 1.3451, grad_norm: 8.7390 2020-08-13 05:58:13,110 - mmaction - INFO - Epoch [248][2120/3757] lr: 3.047e-04, eta: 7:28:53, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8547, loss_cls: 1.3593, loss: 1.3593, grad_norm: 8.7829 2020-08-13 05:58:28,906 - mmaction - INFO - Epoch [248][2140/3757] lr: 3.047e-04, eta: 7:28:36, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8461, loss_cls: 1.3901, loss: 1.3901, grad_norm: 8.8322 2020-08-13 05:58:44,702 - mmaction - INFO - Epoch [248][2160/3757] lr: 3.047e-04, eta: 7:28:18, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.3831, loss: 1.3831, grad_norm: 9.1315 2020-08-13 05:59:00,531 - mmaction - INFO - Epoch [248][2180/3757] lr: 3.047e-04, eta: 7:28:00, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8562, loss_cls: 1.3670, loss: 1.3670, grad_norm: 8.7263 2020-08-13 05:59:16,317 - mmaction - INFO - Epoch [248][2200/3757] lr: 3.047e-04, eta: 7:27:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8461, loss_cls: 1.4035, loss: 1.4035, grad_norm: 8.7786 2020-08-13 05:59:32,098 - mmaction - INFO - Epoch [248][2220/3757] lr: 3.047e-04, eta: 7:27:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8672, loss_cls: 1.2537, loss: 1.2537, grad_norm: 8.6887 2020-08-13 05:59:47,836 - mmaction - INFO - Epoch [248][2240/3757] lr: 3.047e-04, eta: 7:27:07, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8672, loss_cls: 1.2894, loss: 1.2894, grad_norm: 8.4384 2020-08-13 06:00:06,747 - mmaction - INFO - Epoch [248][2260/3757] lr: 3.047e-04, eta: 7:26:51, time: 0.898, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8508, loss_cls: 1.3691, loss: 1.3691, grad_norm: 8.6594 2020-08-13 06:00:24,384 - mmaction - INFO - Epoch [248][2280/3757] lr: 3.047e-04, eta: 7:26:35, time: 0.927, data_time: 0.055, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8438, loss_cls: 1.4045, loss: 1.4045, grad_norm: 9.0946 2020-08-13 06:00:40,134 - mmaction - INFO - Epoch [248][2300/3757] lr: 3.047e-04, eta: 7:26:17, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8555, loss_cls: 1.3550, loss: 1.3550, grad_norm: 8.7408 2020-08-13 06:00:55,936 - mmaction - INFO - Epoch [248][2320/3757] lr: 3.047e-04, eta: 7:26:00, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8477, loss_cls: 1.3520, loss: 1.3520, grad_norm: 8.5433 2020-08-13 06:01:11,676 - mmaction - INFO - Epoch [248][2340/3757] lr: 3.047e-04, eta: 7:25:42, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8609, loss_cls: 1.3042, loss: 1.3042, grad_norm: 8.6090 2020-08-13 06:01:27,458 - mmaction - INFO - Epoch [248][2360/3757] lr: 3.047e-04, eta: 7:25:24, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8773, loss_cls: 1.2752, loss: 1.2752, grad_norm: 8.4754 2020-08-13 06:01:43,264 - mmaction - INFO - Epoch [248][2380/3757] lr: 3.047e-04, eta: 7:25:07, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8586, loss_cls: 1.3113, loss: 1.3113, grad_norm: 8.4605 2020-08-13 06:01:59,069 - mmaction - INFO - Epoch [248][2400/3757] lr: 3.047e-04, eta: 7:24:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.7063, top5_acc: 0.8742, loss_cls: 1.2456, loss: 1.2456, grad_norm: 8.6633 2020-08-13 06:02:14,807 - mmaction - INFO - Epoch [248][2420/3757] lr: 3.047e-04, eta: 7:24:31, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8422, loss_cls: 1.4130, loss: 1.4130, grad_norm: 8.9617 2020-08-13 06:02:30,616 - mmaction - INFO - Epoch [248][2440/3757] lr: 3.047e-04, eta: 7:24:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8609, loss_cls: 1.3075, loss: 1.3075, grad_norm: 8.8980 2020-08-13 06:02:46,416 - mmaction - INFO - Epoch [248][2460/3757] lr: 3.047e-04, eta: 7:23:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8695, loss_cls: 1.3256, loss: 1.3256, grad_norm: 8.8290 2020-08-13 06:03:02,351 - mmaction - INFO - Epoch [248][2480/3757] lr: 3.047e-04, eta: 7:23:39, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8531, loss_cls: 1.3290, loss: 1.3290, grad_norm: 8.6502 2020-08-13 06:03:18,167 - mmaction - INFO - Epoch [248][2500/3757] lr: 3.047e-04, eta: 7:23:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.3810, loss: 1.3810, grad_norm: 9.0726 2020-08-13 06:03:34,025 - mmaction - INFO - Epoch [248][2520/3757] lr: 3.047e-04, eta: 7:23:03, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8578, loss_cls: 1.3429, loss: 1.3429, grad_norm: 8.6377 2020-08-13 06:03:49,818 - mmaction - INFO - Epoch [248][2540/3757] lr: 3.047e-04, eta: 7:22:46, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.2939, loss: 1.2939, grad_norm: 8.3770 2020-08-13 06:04:05,615 - mmaction - INFO - Epoch [248][2560/3757] lr: 3.047e-04, eta: 7:22:28, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8508, loss_cls: 1.3751, loss: 1.3751, grad_norm: 8.8749 2020-08-13 06:04:21,438 - mmaction - INFO - Epoch [248][2580/3757] lr: 3.047e-04, eta: 7:22:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3464, loss: 1.3464, grad_norm: 8.7928 2020-08-13 06:04:37,235 - mmaction - INFO - Epoch [248][2600/3757] lr: 3.047e-04, eta: 7:21:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8609, loss_cls: 1.3074, loss: 1.3074, grad_norm: 8.4413 2020-08-13 06:04:53,046 - mmaction - INFO - Epoch [248][2620/3757] lr: 3.047e-04, eta: 7:21:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8562, loss_cls: 1.3077, loss: 1.3077, grad_norm: 8.4383 2020-08-13 06:05:08,818 - mmaction - INFO - Epoch [248][2640/3757] lr: 3.047e-04, eta: 7:21:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.7008, top5_acc: 0.8484, loss_cls: 1.2768, loss: 1.2768, grad_norm: 8.4629 2020-08-13 06:05:24,662 - mmaction - INFO - Epoch [248][2660/3757] lr: 3.047e-04, eta: 7:21:00, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.7086, top5_acc: 0.8711, loss_cls: 1.2533, loss: 1.2533, grad_norm: 8.4963 2020-08-13 06:05:40,480 - mmaction - INFO - Epoch [248][2680/3757] lr: 3.047e-04, eta: 7:20:42, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8750, loss_cls: 1.2368, loss: 1.2368, grad_norm: 8.5705 2020-08-13 06:05:56,239 - mmaction - INFO - Epoch [248][2700/3757] lr: 3.047e-04, eta: 7:20:25, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8570, loss_cls: 1.4112, loss: 1.4112, grad_norm: 8.9984 2020-08-13 06:06:12,084 - mmaction - INFO - Epoch [248][2720/3757] lr: 3.047e-04, eta: 7:20:07, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8602, loss_cls: 1.3639, loss: 1.3639, grad_norm: 8.8693 2020-08-13 06:06:27,891 - mmaction - INFO - Epoch [248][2740/3757] lr: 3.047e-04, eta: 7:19:50, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8562, loss_cls: 1.2928, loss: 1.2928, grad_norm: 8.4887 2020-08-13 06:06:43,687 - mmaction - INFO - Epoch [248][2760/3757] lr: 3.047e-04, eta: 7:19:32, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8484, loss_cls: 1.3623, loss: 1.3623, grad_norm: 8.5931 2020-08-13 06:06:59,505 - mmaction - INFO - Epoch [248][2780/3757] lr: 3.047e-04, eta: 7:19:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8531, loss_cls: 1.3193, loss: 1.3193, grad_norm: 8.6741 2020-08-13 06:07:15,246 - mmaction - INFO - Epoch [248][2800/3757] lr: 3.047e-04, eta: 7:18:57, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8531, loss_cls: 1.3713, loss: 1.3713, grad_norm: 8.8570 2020-08-13 06:07:31,036 - mmaction - INFO - Epoch [248][2820/3757] lr: 3.047e-04, eta: 7:18:39, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8508, loss_cls: 1.3669, loss: 1.3669, grad_norm: 8.7141 2020-08-13 06:07:46,808 - mmaction - INFO - Epoch [248][2840/3757] lr: 3.047e-04, eta: 7:18:22, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8359, loss_cls: 1.4579, loss: 1.4579, grad_norm: 9.1608 2020-08-13 06:08:02,562 - mmaction - INFO - Epoch [248][2860/3757] lr: 3.047e-04, eta: 7:18:04, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8633, loss_cls: 1.3259, loss: 1.3259, grad_norm: 8.6397 2020-08-13 06:08:18,315 - mmaction - INFO - Epoch [248][2880/3757] lr: 3.047e-04, eta: 7:17:46, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8555, loss_cls: 1.3648, loss: 1.3648, grad_norm: 8.8139 2020-08-13 06:08:34,081 - mmaction - INFO - Epoch [248][2900/3757] lr: 3.047e-04, eta: 7:17:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8633, loss_cls: 1.3619, loss: 1.3619, grad_norm: 8.9669 2020-08-13 06:08:49,900 - mmaction - INFO - Epoch [248][2920/3757] lr: 3.047e-04, eta: 7:17:11, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8461, loss_cls: 1.3697, loss: 1.3697, grad_norm: 8.8658 2020-08-13 06:09:05,715 - mmaction - INFO - Epoch [248][2940/3757] lr: 3.047e-04, eta: 7:16:53, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8313, loss_cls: 1.4114, loss: 1.4114, grad_norm: 8.8314 2020-08-13 06:09:21,491 - mmaction - INFO - Epoch [248][2960/3757] lr: 3.047e-04, eta: 7:16:36, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8617, loss_cls: 1.3103, loss: 1.3103, grad_norm: 8.8133 2020-08-13 06:09:37,265 - mmaction - INFO - Epoch [248][2980/3757] lr: 3.047e-04, eta: 7:16:18, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8680, loss_cls: 1.2798, loss: 1.2798, grad_norm: 8.6628 2020-08-13 06:09:53,038 - mmaction - INFO - Epoch [248][3000/3757] lr: 3.047e-04, eta: 7:16:01, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8492, loss_cls: 1.3563, loss: 1.3563, grad_norm: 8.4915 2020-08-13 06:10:08,820 - mmaction - INFO - Epoch [248][3020/3757] lr: 3.047e-04, eta: 7:15:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8422, loss_cls: 1.4563, loss: 1.4563, grad_norm: 8.9443 2020-08-13 06:10:24,599 - mmaction - INFO - Epoch [248][3040/3757] lr: 3.047e-04, eta: 7:15:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8516, loss_cls: 1.4128, loss: 1.4128, grad_norm: 9.0470 2020-08-13 06:10:40,423 - mmaction - INFO - Epoch [248][3060/3757] lr: 3.047e-04, eta: 7:15:08, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.2354, loss: 1.2354, grad_norm: 8.4221 2020-08-13 06:10:56,248 - mmaction - INFO - Epoch [248][3080/3757] lr: 3.047e-04, eta: 7:14:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8648, loss_cls: 1.2761, loss: 1.2761, grad_norm: 8.6996 2020-08-13 06:11:12,010 - mmaction - INFO - Epoch [248][3100/3757] lr: 3.047e-04, eta: 7:14:33, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8531, loss_cls: 1.3201, loss: 1.3201, grad_norm: 8.6315 2020-08-13 06:11:27,817 - mmaction - INFO - Epoch [248][3120/3757] lr: 3.047e-04, eta: 7:14:15, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8570, loss_cls: 1.3344, loss: 1.3344, grad_norm: 8.6688 2020-08-13 06:11:43,623 - mmaction - INFO - Epoch [248][3140/3757] lr: 3.047e-04, eta: 7:13:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8555, loss_cls: 1.3726, loss: 1.3726, grad_norm: 9.0083 2020-08-13 06:11:59,447 - mmaction - INFO - Epoch [248][3160/3757] lr: 3.047e-04, eta: 7:13:40, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8398, loss_cls: 1.4316, loss: 1.4316, grad_norm: 9.0401 2020-08-13 06:12:15,218 - mmaction - INFO - Epoch [248][3180/3757] lr: 3.047e-04, eta: 7:13:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1529, loss: 1.1529, grad_norm: 8.0736 2020-08-13 06:12:30,990 - mmaction - INFO - Epoch [248][3200/3757] lr: 3.047e-04, eta: 7:13:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8617, loss_cls: 1.3027, loss: 1.3027, grad_norm: 8.6858 2020-08-13 06:12:46,821 - mmaction - INFO - Epoch [248][3220/3757] lr: 3.047e-04, eta: 7:12:47, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8562, loss_cls: 1.3447, loss: 1.3447, grad_norm: 8.8474 2020-08-13 06:13:02,618 - mmaction - INFO - Epoch [248][3240/3757] lr: 3.047e-04, eta: 7:12:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.3037, loss: 1.3037, grad_norm: 8.7497 2020-08-13 06:13:18,451 - mmaction - INFO - Epoch [248][3260/3757] lr: 3.047e-04, eta: 7:12:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.3340, loss: 1.3340, grad_norm: 8.7603 2020-08-13 06:13:34,189 - mmaction - INFO - Epoch [248][3280/3757] lr: 3.047e-04, eta: 7:11:54, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.7203, top5_acc: 0.8812, loss_cls: 1.1924, loss: 1.1924, grad_norm: 8.5479 2020-08-13 06:13:49,940 - mmaction - INFO - Epoch [248][3300/3757] lr: 3.047e-04, eta: 7:11:37, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8547, loss_cls: 1.2741, loss: 1.2741, grad_norm: 8.4047 2020-08-13 06:14:05,740 - mmaction - INFO - Epoch [248][3320/3757] lr: 3.047e-04, eta: 7:11:19, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8656, loss_cls: 1.2908, loss: 1.2908, grad_norm: 8.6169 2020-08-13 06:14:21,500 - mmaction - INFO - Epoch [248][3340/3757] lr: 3.047e-04, eta: 7:11:02, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8648, loss_cls: 1.3278, loss: 1.3278, grad_norm: 8.7418 2020-08-13 06:14:37,272 - mmaction - INFO - Epoch [248][3360/3757] lr: 3.047e-04, eta: 7:10:44, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8469, loss_cls: 1.3718, loss: 1.3718, grad_norm: 9.0306 2020-08-13 06:14:53,038 - mmaction - INFO - Epoch [248][3380/3757] lr: 3.047e-04, eta: 7:10:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8719, loss_cls: 1.2759, loss: 1.2759, grad_norm: 8.7214 2020-08-13 06:15:08,808 - mmaction - INFO - Epoch [248][3400/3757] lr: 3.047e-04, eta: 7:10:09, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.3206, loss: 1.3206, grad_norm: 8.9679 2020-08-13 06:15:24,616 - mmaction - INFO - Epoch [248][3420/3757] lr: 3.047e-04, eta: 7:09:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8711, loss_cls: 1.2667, loss: 1.2667, grad_norm: 8.7259 2020-08-13 06:15:40,429 - mmaction - INFO - Epoch [248][3440/3757] lr: 3.047e-04, eta: 7:09:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8438, loss_cls: 1.3906, loss: 1.3906, grad_norm: 8.8809 2020-08-13 06:15:56,264 - mmaction - INFO - Epoch [248][3460/3757] lr: 3.047e-04, eta: 7:09:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8484, loss_cls: 1.3146, loss: 1.3146, grad_norm: 8.5172 2020-08-13 06:16:12,113 - mmaction - INFO - Epoch [248][3480/3757] lr: 3.047e-04, eta: 7:08:59, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8734, loss_cls: 1.2632, loss: 1.2632, grad_norm: 8.5690 2020-08-13 06:16:27,978 - mmaction - INFO - Epoch [248][3500/3757] lr: 3.047e-04, eta: 7:08:41, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8570, loss_cls: 1.3913, loss: 1.3913, grad_norm: 8.7606 2020-08-13 06:16:43,839 - mmaction - INFO - Epoch [248][3520/3757] lr: 3.047e-04, eta: 7:08:24, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8641, loss_cls: 1.2766, loss: 1.2766, grad_norm: 8.5738 2020-08-13 06:16:59,624 - mmaction - INFO - Epoch [248][3540/3757] lr: 3.047e-04, eta: 7:08:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8609, loss_cls: 1.2826, loss: 1.2826, grad_norm: 8.4455 2020-08-13 06:17:15,371 - mmaction - INFO - Epoch [248][3560/3757] lr: 3.047e-04, eta: 7:07:48, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8516, loss_cls: 1.3333, loss: 1.3333, grad_norm: 8.6138 2020-08-13 06:17:31,166 - mmaction - INFO - Epoch [248][3580/3757] lr: 3.047e-04, eta: 7:07:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3492, loss: 1.3492, grad_norm: 8.7747 2020-08-13 06:17:46,955 - mmaction - INFO - Epoch [248][3600/3757] lr: 3.047e-04, eta: 7:07:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8523, loss_cls: 1.3532, loss: 1.3532, grad_norm: 8.5913 2020-08-13 06:18:02,782 - mmaction - INFO - Epoch [248][3620/3757] lr: 3.047e-04, eta: 7:06:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3399, loss: 1.3399, grad_norm: 8.9712 2020-08-13 06:18:18,612 - mmaction - INFO - Epoch [248][3640/3757] lr: 3.047e-04, eta: 7:06:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8438, loss_cls: 1.4055, loss: 1.4055, grad_norm: 9.1750 2020-08-13 06:18:34,408 - mmaction - INFO - Epoch [248][3660/3757] lr: 3.047e-04, eta: 7:06:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8562, loss_cls: 1.3544, loss: 1.3544, grad_norm: 8.9592 2020-08-13 06:18:50,169 - mmaction - INFO - Epoch [248][3680/3757] lr: 3.047e-04, eta: 7:06:03, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8594, loss_cls: 1.3035, loss: 1.3035, grad_norm: 8.7820 2020-08-13 06:19:05,918 - mmaction - INFO - Epoch [248][3700/3757] lr: 3.047e-04, eta: 7:05:46, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.3195, loss: 1.3195, grad_norm: 8.7519 2020-08-13 06:19:21,753 - mmaction - INFO - Epoch [248][3720/3757] lr: 3.047e-04, eta: 7:05:28, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.3082, loss: 1.3082, grad_norm: 8.7818 2020-08-13 06:19:37,492 - mmaction - INFO - Epoch [248][3740/3757] lr: 3.047e-04, eta: 7:05:10, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8484, loss_cls: 1.3610, loss: 1.3610, grad_norm: 8.8660 2020-08-13 06:20:00,843 - mmaction - INFO - Saving checkpoint at 248 epochs 2020-08-13 06:22:58,912 - mmaction - INFO - Epoch [249][20/3757] lr: 2.408e-04, eta: 7:05:51, time: 8.818, data_time: 8.001, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8641, loss_cls: 1.3436, loss: 1.3436, grad_norm: 8.9910 2020-08-13 06:23:14,656 - mmaction - INFO - Epoch [249][40/3757] lr: 2.408e-04, eta: 7:05:34, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.2872, loss: 1.2872, grad_norm: 8.7852 2020-08-13 06:23:30,483 - mmaction - INFO - Epoch [249][60/3757] lr: 2.408e-04, eta: 7:05:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.2745, loss: 1.2745, grad_norm: 8.6739 2020-08-13 06:23:46,252 - mmaction - INFO - Epoch [249][80/3757] lr: 2.408e-04, eta: 7:04:59, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8508, loss_cls: 1.3465, loss: 1.3465, grad_norm: 8.7958 2020-08-13 06:24:02,092 - mmaction - INFO - Epoch [249][100/3757] lr: 2.408e-04, eta: 7:04:41, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8719, loss_cls: 1.3443, loss: 1.3443, grad_norm: 9.0705 2020-08-13 06:24:18,016 - mmaction - INFO - Epoch [249][120/3757] lr: 2.408e-04, eta: 7:04:23, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8516, loss_cls: 1.3446, loss: 1.3446, grad_norm: 8.8271 2020-08-13 06:24:33,853 - mmaction - INFO - Epoch [249][140/3757] lr: 2.408e-04, eta: 7:04:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8453, loss_cls: 1.3444, loss: 1.3444, grad_norm: 8.6167 2020-08-13 06:24:49,662 - mmaction - INFO - Epoch [249][160/3757] lr: 2.408e-04, eta: 7:03:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.3042, loss: 1.3042, grad_norm: 8.7406 2020-08-13 06:25:05,595 - mmaction - INFO - Epoch [249][180/3757] lr: 2.408e-04, eta: 7:03:31, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8719, loss_cls: 1.2849, loss: 1.2849, grad_norm: 9.0322 2020-08-13 06:25:21,343 - mmaction - INFO - Epoch [249][200/3757] lr: 2.408e-04, eta: 7:03:13, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.3003, loss: 1.3003, grad_norm: 8.7956 2020-08-13 06:25:37,161 - mmaction - INFO - Epoch [249][220/3757] lr: 2.408e-04, eta: 7:02:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8555, loss_cls: 1.3424, loss: 1.3424, grad_norm: 8.7988 2020-08-13 06:25:52,989 - mmaction - INFO - Epoch [249][240/3757] lr: 2.408e-04, eta: 7:02:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8609, loss_cls: 1.3141, loss: 1.3141, grad_norm: 8.9099 2020-08-13 06:26:08,849 - mmaction - INFO - Epoch [249][260/3757] lr: 2.408e-04, eta: 7:02:20, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.7023, top5_acc: 0.8633, loss_cls: 1.2786, loss: 1.2786, grad_norm: 8.7684 2020-08-13 06:26:24,617 - mmaction - INFO - Epoch [249][280/3757] lr: 2.408e-04, eta: 7:02:03, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8555, loss_cls: 1.3400, loss: 1.3400, grad_norm: 8.6900 2020-08-13 06:26:40,410 - mmaction - INFO - Epoch [249][300/3757] lr: 2.408e-04, eta: 7:01:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8680, loss_cls: 1.3070, loss: 1.3070, grad_norm: 8.7348 2020-08-13 06:26:56,221 - mmaction - INFO - Epoch [249][320/3757] lr: 2.408e-04, eta: 7:01:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8609, loss_cls: 1.3910, loss: 1.3910, grad_norm: 8.8864 2020-08-13 06:27:12,011 - mmaction - INFO - Epoch [249][340/3757] lr: 2.408e-04, eta: 7:01:10, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.7172, top5_acc: 0.8711, loss_cls: 1.2458, loss: 1.2458, grad_norm: 8.4429 2020-08-13 06:27:27,832 - mmaction - INFO - Epoch [249][360/3757] lr: 2.408e-04, eta: 7:00:52, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.7047, top5_acc: 0.8570, loss_cls: 1.2782, loss: 1.2782, grad_norm: 8.5459 2020-08-13 06:27:43,601 - mmaction - INFO - Epoch [249][380/3757] lr: 2.408e-04, eta: 7:00:35, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8523, loss_cls: 1.3339, loss: 1.3339, grad_norm: 8.7075 2020-08-13 06:27:59,410 - mmaction - INFO - Epoch [249][400/3757] lr: 2.408e-04, eta: 7:00:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8570, loss_cls: 1.3106, loss: 1.3106, grad_norm: 8.5735 2020-08-13 06:28:15,382 - mmaction - INFO - Epoch [249][420/3757] lr: 2.408e-04, eta: 7:00:00, time: 0.799, data_time: 0.003, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.2942, loss: 1.2942, grad_norm: 8.7276 2020-08-13 06:28:31,274 - mmaction - INFO - Epoch [249][440/3757] lr: 2.408e-04, eta: 6:59:42, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8578, loss_cls: 1.3030, loss: 1.3030, grad_norm: 8.6019 2020-08-13 06:28:47,030 - mmaction - INFO - Epoch [249][460/3757] lr: 2.408e-04, eta: 6:59:24, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8680, loss_cls: 1.2758, loss: 1.2758, grad_norm: 8.5690 2020-08-13 06:29:02,854 - mmaction - INFO - Epoch [249][480/3757] lr: 2.408e-04, eta: 6:59:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8516, loss_cls: 1.3297, loss: 1.3297, grad_norm: 8.6364 2020-08-13 06:29:18,678 - mmaction - INFO - Epoch [249][500/3757] lr: 2.408e-04, eta: 6:58:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8695, loss_cls: 1.2658, loss: 1.2658, grad_norm: 8.4345 2020-08-13 06:29:34,515 - mmaction - INFO - Epoch [249][520/3757] lr: 2.408e-04, eta: 6:58:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8633, loss_cls: 1.2797, loss: 1.2797, grad_norm: 8.6551 2020-08-13 06:29:50,331 - mmaction - INFO - Epoch [249][540/3757] lr: 2.408e-04, eta: 6:58:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8562, loss_cls: 1.3241, loss: 1.3241, grad_norm: 8.8383 2020-08-13 06:30:06,256 - mmaction - INFO - Epoch [249][560/3757] lr: 2.408e-04, eta: 6:57:56, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8711, loss_cls: 1.2567, loss: 1.2567, grad_norm: 8.6444 2020-08-13 06:30:22,000 - mmaction - INFO - Epoch [249][580/3757] lr: 2.408e-04, eta: 6:57:39, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8773, loss_cls: 1.2609, loss: 1.2609, grad_norm: 9.1071 2020-08-13 06:30:37,843 - mmaction - INFO - Epoch [249][600/3757] lr: 2.408e-04, eta: 6:57:21, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.3191, loss: 1.3191, grad_norm: 8.8713 2020-08-13 06:30:53,637 - mmaction - INFO - Epoch [249][620/3757] lr: 2.408e-04, eta: 6:57:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8586, loss_cls: 1.3171, loss: 1.3171, grad_norm: 8.6948 2020-08-13 06:31:09,479 - mmaction - INFO - Epoch [249][640/3757] lr: 2.408e-04, eta: 6:56:46, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8656, loss_cls: 1.2970, loss: 1.2970, grad_norm: 8.5050 2020-08-13 06:31:25,355 - mmaction - INFO - Epoch [249][660/3757] lr: 2.408e-04, eta: 6:56:29, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8406, loss_cls: 1.3853, loss: 1.3853, grad_norm: 8.7461 2020-08-13 06:31:41,110 - mmaction - INFO - Epoch [249][680/3757] lr: 2.408e-04, eta: 6:56:11, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8539, loss_cls: 1.3494, loss: 1.3494, grad_norm: 8.8080 2020-08-13 06:31:57,004 - mmaction - INFO - Epoch [249][700/3757] lr: 2.408e-04, eta: 6:55:53, time: 0.795, data_time: 0.002, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8570, loss_cls: 1.2957, loss: 1.2957, grad_norm: 8.6719 2020-08-13 06:32:12,735 - mmaction - INFO - Epoch [249][720/3757] lr: 2.408e-04, eta: 6:55:36, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8586, loss_cls: 1.3144, loss: 1.3144, grad_norm: 8.6820 2020-08-13 06:32:28,571 - mmaction - INFO - Epoch [249][740/3757] lr: 2.408e-04, eta: 6:55:18, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8672, loss_cls: 1.2819, loss: 1.2819, grad_norm: 8.9026 2020-08-13 06:32:44,375 - mmaction - INFO - Epoch [249][760/3757] lr: 2.408e-04, eta: 6:55:01, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8617, loss_cls: 1.2948, loss: 1.2948, grad_norm: 8.7617 2020-08-13 06:33:00,249 - mmaction - INFO - Epoch [249][780/3757] lr: 2.408e-04, eta: 6:54:43, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8492, loss_cls: 1.3003, loss: 1.3003, grad_norm: 8.6168 2020-08-13 06:33:16,091 - mmaction - INFO - Epoch [249][800/3757] lr: 2.408e-04, eta: 6:54:26, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.2944, loss: 1.2944, grad_norm: 8.8489 2020-08-13 06:33:31,993 - mmaction - INFO - Epoch [249][820/3757] lr: 2.408e-04, eta: 6:54:08, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8547, loss_cls: 1.3606, loss: 1.3606, grad_norm: 8.8344 2020-08-13 06:33:47,881 - mmaction - INFO - Epoch [249][840/3757] lr: 2.408e-04, eta: 6:53:51, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8570, loss_cls: 1.3529, loss: 1.3529, grad_norm: 8.9020 2020-08-13 06:34:03,735 - mmaction - INFO - Epoch [249][860/3757] lr: 2.408e-04, eta: 6:53:33, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2764, loss: 1.2764, grad_norm: 8.7205 2020-08-13 06:34:19,501 - mmaction - INFO - Epoch [249][880/3757] lr: 2.408e-04, eta: 6:53:15, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8422, loss_cls: 1.4193, loss: 1.4193, grad_norm: 9.2046 2020-08-13 06:34:35,289 - mmaction - INFO - Epoch [249][900/3757] lr: 2.408e-04, eta: 6:52:58, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8500, loss_cls: 1.3230, loss: 1.3230, grad_norm: 8.7817 2020-08-13 06:34:51,171 - mmaction - INFO - Epoch [249][920/3757] lr: 2.408e-04, eta: 6:52:40, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8633, loss_cls: 1.2988, loss: 1.2988, grad_norm: 8.5471 2020-08-13 06:35:06,962 - mmaction - INFO - Epoch [249][940/3757] lr: 2.408e-04, eta: 6:52:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8516, loss_cls: 1.3442, loss: 1.3442, grad_norm: 8.7538 2020-08-13 06:35:22,670 - mmaction - INFO - Epoch [249][960/3757] lr: 2.408e-04, eta: 6:52:05, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8727, loss_cls: 1.2531, loss: 1.2531, grad_norm: 8.6253 2020-08-13 06:35:38,563 - mmaction - INFO - Epoch [249][980/3757] lr: 2.408e-04, eta: 6:51:48, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8602, loss_cls: 1.3388, loss: 1.3388, grad_norm: 8.9725 2020-08-13 06:35:54,344 - mmaction - INFO - Epoch [249][1000/3757] lr: 2.408e-04, eta: 6:51:30, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8602, loss_cls: 1.3344, loss: 1.3344, grad_norm: 8.6937 2020-08-13 06:36:10,206 - mmaction - INFO - Epoch [249][1020/3757] lr: 2.408e-04, eta: 6:51:13, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8383, loss_cls: 1.4216, loss: 1.4216, grad_norm: 8.9648 2020-08-13 06:36:25,872 - mmaction - INFO - Epoch [249][1040/3757] lr: 2.408e-04, eta: 6:50:55, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8688, loss_cls: 1.3102, loss: 1.3102, grad_norm: 8.9396 2020-08-13 06:36:41,699 - mmaction - INFO - Epoch [249][1060/3757] lr: 2.408e-04, eta: 6:50:37, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8516, loss_cls: 1.3182, loss: 1.3182, grad_norm: 8.9743 2020-08-13 06:36:57,502 - mmaction - INFO - Epoch [249][1080/3757] lr: 2.408e-04, eta: 6:50:20, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8648, loss_cls: 1.3014, loss: 1.3014, grad_norm: 8.8190 2020-08-13 06:37:13,309 - mmaction - INFO - Epoch [249][1100/3757] lr: 2.408e-04, eta: 6:50:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8586, loss_cls: 1.3002, loss: 1.3002, grad_norm: 8.6129 2020-08-13 06:37:29,120 - mmaction - INFO - Epoch [249][1120/3757] lr: 2.408e-04, eta: 6:49:45, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8383, loss_cls: 1.4481, loss: 1.4481, grad_norm: 9.0832 2020-08-13 06:37:44,869 - mmaction - INFO - Epoch [249][1140/3757] lr: 2.408e-04, eta: 6:49:27, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8555, loss_cls: 1.3455, loss: 1.3455, grad_norm: 8.9858 2020-08-13 06:38:00,679 - mmaction - INFO - Epoch [249][1160/3757] lr: 2.408e-04, eta: 6:49:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3235, loss: 1.3235, grad_norm: 8.7950 2020-08-13 06:38:16,478 - mmaction - INFO - Epoch [249][1180/3757] lr: 2.408e-04, eta: 6:48:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8617, loss_cls: 1.3290, loss: 1.3290, grad_norm: 8.6511 2020-08-13 06:38:32,255 - mmaction - INFO - Epoch [249][1200/3757] lr: 2.408e-04, eta: 6:48:34, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8477, loss_cls: 1.3959, loss: 1.3959, grad_norm: 9.1375 2020-08-13 06:38:48,009 - mmaction - INFO - Epoch [249][1220/3757] lr: 2.408e-04, eta: 6:48:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8711, loss_cls: 1.2570, loss: 1.2570, grad_norm: 8.3077 2020-08-13 06:39:03,784 - mmaction - INFO - Epoch [249][1240/3757] lr: 2.408e-04, eta: 6:47:59, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8430, loss_cls: 1.3757, loss: 1.3757, grad_norm: 8.9005 2020-08-13 06:39:19,656 - mmaction - INFO - Epoch [249][1260/3757] lr: 2.408e-04, eta: 6:47:42, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8461, loss_cls: 1.3757, loss: 1.3757, grad_norm: 8.9011 2020-08-13 06:39:35,424 - mmaction - INFO - Epoch [249][1280/3757] lr: 2.408e-04, eta: 6:47:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8508, loss_cls: 1.4145, loss: 1.4145, grad_norm: 8.9664 2020-08-13 06:39:51,188 - mmaction - INFO - Epoch [249][1300/3757] lr: 2.408e-04, eta: 6:47:07, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8508, loss_cls: 1.3860, loss: 1.3860, grad_norm: 9.1674 2020-08-13 06:40:06,939 - mmaction - INFO - Epoch [249][1320/3757] lr: 2.408e-04, eta: 6:46:49, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8539, loss_cls: 1.3744, loss: 1.3744, grad_norm: 8.7072 2020-08-13 06:40:22,731 - mmaction - INFO - Epoch [249][1340/3757] lr: 2.408e-04, eta: 6:46:32, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8477, loss_cls: 1.3668, loss: 1.3668, grad_norm: 8.7727 2020-08-13 06:40:38,558 - mmaction - INFO - Epoch [249][1360/3757] lr: 2.408e-04, eta: 6:46:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8781, loss_cls: 1.2805, loss: 1.2805, grad_norm: 8.8639 2020-08-13 06:40:54,345 - mmaction - INFO - Epoch [249][1380/3757] lr: 2.408e-04, eta: 6:45:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3526, loss: 1.3526, grad_norm: 8.8876 2020-08-13 06:41:10,114 - mmaction - INFO - Epoch [249][1400/3757] lr: 2.408e-04, eta: 6:45:39, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8641, loss_cls: 1.2942, loss: 1.2942, grad_norm: 8.5368 2020-08-13 06:41:25,971 - mmaction - INFO - Epoch [249][1420/3757] lr: 2.408e-04, eta: 6:45:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8516, loss_cls: 1.3441, loss: 1.3441, grad_norm: 9.2267 2020-08-13 06:41:41,786 - mmaction - INFO - Epoch [249][1440/3757] lr: 2.408e-04, eta: 6:45:04, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8711, loss_cls: 1.3070, loss: 1.3070, grad_norm: 8.8966 2020-08-13 06:41:57,581 - mmaction - INFO - Epoch [249][1460/3757] lr: 2.408e-04, eta: 6:44:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8656, loss_cls: 1.3233, loss: 1.3233, grad_norm: 8.8971 2020-08-13 06:42:13,383 - mmaction - INFO - Epoch [249][1480/3757] lr: 2.408e-04, eta: 6:44:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2917, loss: 1.2917, grad_norm: 8.5808 2020-08-13 06:42:29,240 - mmaction - INFO - Epoch [249][1500/3757] lr: 2.408e-04, eta: 6:44:11, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8523, loss_cls: 1.3693, loss: 1.3693, grad_norm: 8.8517 2020-08-13 06:42:45,043 - mmaction - INFO - Epoch [249][1520/3757] lr: 2.408e-04, eta: 6:43:54, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8641, loss_cls: 1.2683, loss: 1.2683, grad_norm: 8.4820 2020-08-13 06:43:00,852 - mmaction - INFO - Epoch [249][1540/3757] lr: 2.408e-04, eta: 6:43:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8523, loss_cls: 1.3539, loss: 1.3539, grad_norm: 9.1680 2020-08-13 06:43:16,744 - mmaction - INFO - Epoch [249][1560/3757] lr: 2.408e-04, eta: 6:43:19, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6984, top5_acc: 0.8656, loss_cls: 1.2382, loss: 1.2382, grad_norm: 8.4152 2020-08-13 06:43:32,519 - mmaction - INFO - Epoch [249][1580/3757] lr: 2.408e-04, eta: 6:43:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8516, loss_cls: 1.3087, loss: 1.3087, grad_norm: 8.7864 2020-08-13 06:43:48,258 - mmaction - INFO - Epoch [249][1600/3757] lr: 2.408e-04, eta: 6:42:44, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8461, loss_cls: 1.3416, loss: 1.3416, grad_norm: 8.9133 2020-08-13 06:44:04,071 - mmaction - INFO - Epoch [249][1620/3757] lr: 2.408e-04, eta: 6:42:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8633, loss_cls: 1.2717, loss: 1.2717, grad_norm: 8.6741 2020-08-13 06:44:19,834 - mmaction - INFO - Epoch [249][1640/3757] lr: 2.408e-04, eta: 6:42:09, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8500, loss_cls: 1.4004, loss: 1.4004, grad_norm: 8.8612 2020-08-13 06:44:35,645 - mmaction - INFO - Epoch [249][1660/3757] lr: 2.408e-04, eta: 6:41:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8445, loss_cls: 1.3739, loss: 1.3739, grad_norm: 8.7464 2020-08-13 06:44:51,486 - mmaction - INFO - Epoch [249][1680/3757] lr: 2.408e-04, eta: 6:41:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8508, loss_cls: 1.3974, loss: 1.3974, grad_norm: 9.0578 2020-08-13 06:45:07,246 - mmaction - INFO - Epoch [249][1700/3757] lr: 2.408e-04, eta: 6:41:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8633, loss_cls: 1.3821, loss: 1.3821, grad_norm: 9.1195 2020-08-13 06:45:23,001 - mmaction - INFO - Epoch [249][1720/3757] lr: 2.408e-04, eta: 6:40:58, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8430, loss_cls: 1.3593, loss: 1.3593, grad_norm: 8.7823 2020-08-13 06:45:38,870 - mmaction - INFO - Epoch [249][1740/3757] lr: 2.408e-04, eta: 6:40:41, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8648, loss_cls: 1.3026, loss: 1.3026, grad_norm: 8.6974 2020-08-13 06:45:54,809 - mmaction - INFO - Epoch [249][1760/3757] lr: 2.408e-04, eta: 6:40:23, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3317, loss: 1.3317, grad_norm: 8.7991 2020-08-13 06:46:10,519 - mmaction - INFO - Epoch [249][1780/3757] lr: 2.408e-04, eta: 6:40:06, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.3914, loss: 1.3914, grad_norm: 8.9522 2020-08-13 06:46:26,310 - mmaction - INFO - Epoch [249][1800/3757] lr: 2.408e-04, eta: 6:39:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8469, loss_cls: 1.3672, loss: 1.3672, grad_norm: 8.7803 2020-08-13 06:46:42,145 - mmaction - INFO - Epoch [249][1820/3757] lr: 2.408e-04, eta: 6:39:31, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.3069, loss: 1.3069, grad_norm: 8.5490 2020-08-13 06:46:57,934 - mmaction - INFO - Epoch [249][1840/3757] lr: 2.408e-04, eta: 6:39:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8695, loss_cls: 1.2942, loss: 1.2942, grad_norm: 8.8616 2020-08-13 06:47:13,787 - mmaction - INFO - Epoch [249][1860/3757] lr: 2.408e-04, eta: 6:38:56, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8562, loss_cls: 1.3431, loss: 1.3431, grad_norm: 8.7157 2020-08-13 06:47:29,580 - mmaction - INFO - Epoch [249][1880/3757] lr: 2.408e-04, eta: 6:38:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3426, loss: 1.3426, grad_norm: 9.0702 2020-08-13 06:47:45,421 - mmaction - INFO - Epoch [249][1900/3757] lr: 2.408e-04, eta: 6:38:21, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8484, loss_cls: 1.3693, loss: 1.3693, grad_norm: 8.7058 2020-08-13 06:48:01,223 - mmaction - INFO - Epoch [249][1920/3757] lr: 2.408e-04, eta: 6:38:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8695, loss_cls: 1.2739, loss: 1.2739, grad_norm: 8.9153 2020-08-13 06:48:17,035 - mmaction - INFO - Epoch [249][1940/3757] lr: 2.408e-04, eta: 6:37:46, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8477, loss_cls: 1.3600, loss: 1.3600, grad_norm: 9.0511 2020-08-13 06:48:32,767 - mmaction - INFO - Epoch [249][1960/3757] lr: 2.408e-04, eta: 6:37:28, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8648, loss_cls: 1.2914, loss: 1.2914, grad_norm: 8.7393 2020-08-13 06:48:48,560 - mmaction - INFO - Epoch [249][1980/3757] lr: 2.408e-04, eta: 6:37:11, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.2364, loss: 1.2364, grad_norm: 8.7690 2020-08-13 06:49:04,437 - mmaction - INFO - Epoch [249][2000/3757] lr: 2.408e-04, eta: 6:36:53, time: 0.794, data_time: 0.009, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8648, loss_cls: 1.3257, loss: 1.3257, grad_norm: 9.0342 2020-08-13 06:49:20,198 - mmaction - INFO - Epoch [249][2020/3757] lr: 2.408e-04, eta: 6:36:36, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8617, loss_cls: 1.3324, loss: 1.3324, grad_norm: 8.9524 2020-08-13 06:49:35,948 - mmaction - INFO - Epoch [249][2040/3757] lr: 2.408e-04, eta: 6:36:18, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.7023, top5_acc: 0.8633, loss_cls: 1.2650, loss: 1.2650, grad_norm: 8.7861 2020-08-13 06:49:51,684 - mmaction - INFO - Epoch [249][2060/3757] lr: 2.408e-04, eta: 6:36:01, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8492, loss_cls: 1.3725, loss: 1.3725, grad_norm: 9.0784 2020-08-13 06:50:07,598 - mmaction - INFO - Epoch [249][2080/3757] lr: 2.408e-04, eta: 6:35:43, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.2627, loss: 1.2627, grad_norm: 8.9789 2020-08-13 06:50:23,314 - mmaction - INFO - Epoch [249][2100/3757] lr: 2.408e-04, eta: 6:35:26, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8555, loss_cls: 1.3248, loss: 1.3248, grad_norm: 8.6076 2020-08-13 06:50:39,166 - mmaction - INFO - Epoch [249][2120/3757] lr: 2.408e-04, eta: 6:35:08, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8633, loss_cls: 1.2818, loss: 1.2818, grad_norm: 8.5534 2020-08-13 06:50:55,026 - mmaction - INFO - Epoch [249][2140/3757] lr: 2.408e-04, eta: 6:34:51, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8461, loss_cls: 1.3717, loss: 1.3717, grad_norm: 8.7456 2020-08-13 06:51:10,774 - mmaction - INFO - Epoch [249][2160/3757] lr: 2.408e-04, eta: 6:34:33, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.3232, loss: 1.3232, grad_norm: 8.9672 2020-08-13 06:51:26,442 - mmaction - INFO - Epoch [249][2180/3757] lr: 2.408e-04, eta: 6:34:16, time: 0.784, data_time: 0.002, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8758, loss_cls: 1.2875, loss: 1.2875, grad_norm: 8.9371 2020-08-13 06:51:42,345 - mmaction - INFO - Epoch [249][2200/3757] lr: 2.408e-04, eta: 6:33:58, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8555, loss_cls: 1.2995, loss: 1.2995, grad_norm: 8.7597 2020-08-13 06:51:58,235 - mmaction - INFO - Epoch [249][2220/3757] lr: 2.408e-04, eta: 6:33:41, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8516, loss_cls: 1.3162, loss: 1.3162, grad_norm: 8.8299 2020-08-13 06:52:13,982 - mmaction - INFO - Epoch [249][2240/3757] lr: 2.408e-04, eta: 6:33:23, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8617, loss_cls: 1.2915, loss: 1.2915, grad_norm: 8.6732 2020-08-13 06:52:29,848 - mmaction - INFO - Epoch [249][2260/3757] lr: 2.408e-04, eta: 6:33:06, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.7094, top5_acc: 0.8711, loss_cls: 1.1956, loss: 1.1956, grad_norm: 8.3017 2020-08-13 06:52:45,668 - mmaction - INFO - Epoch [249][2280/3757] lr: 2.408e-04, eta: 6:32:48, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8562, loss_cls: 1.3568, loss: 1.3568, grad_norm: 8.9609 2020-08-13 06:53:01,573 - mmaction - INFO - Epoch [249][2300/3757] lr: 2.408e-04, eta: 6:32:31, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8516, loss_cls: 1.3622, loss: 1.3622, grad_norm: 8.9530 2020-08-13 06:53:17,386 - mmaction - INFO - Epoch [249][2320/3757] lr: 2.408e-04, eta: 6:32:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8594, loss_cls: 1.2665, loss: 1.2665, grad_norm: 8.5045 2020-08-13 06:53:33,230 - mmaction - INFO - Epoch [249][2340/3757] lr: 2.408e-04, eta: 6:31:56, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8633, loss_cls: 1.2680, loss: 1.2680, grad_norm: 8.7365 2020-08-13 06:53:49,014 - mmaction - INFO - Epoch [249][2360/3757] lr: 2.408e-04, eta: 6:31:38, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.7039, top5_acc: 0.8727, loss_cls: 1.2328, loss: 1.2328, grad_norm: 8.4983 2020-08-13 06:54:04,804 - mmaction - INFO - Epoch [249][2380/3757] lr: 2.408e-04, eta: 6:31:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3571, loss: 1.3571, grad_norm: 9.0867 2020-08-13 06:54:20,649 - mmaction - INFO - Epoch [249][2400/3757] lr: 2.408e-04, eta: 6:31:03, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8711, loss_cls: 1.2852, loss: 1.2852, grad_norm: 8.8561 2020-08-13 06:54:36,510 - mmaction - INFO - Epoch [249][2420/3757] lr: 2.408e-04, eta: 6:30:46, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8500, loss_cls: 1.3442, loss: 1.3442, grad_norm: 8.5785 2020-08-13 06:54:52,296 - mmaction - INFO - Epoch [249][2440/3757] lr: 2.408e-04, eta: 6:30:29, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8516, loss_cls: 1.3551, loss: 1.3551, grad_norm: 8.7909 2020-08-13 06:55:08,191 - mmaction - INFO - Epoch [249][2460/3757] lr: 2.408e-04, eta: 6:30:11, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8594, loss_cls: 1.3562, loss: 1.3562, grad_norm: 9.0615 2020-08-13 06:55:24,011 - mmaction - INFO - Epoch [249][2480/3757] lr: 2.408e-04, eta: 6:29:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3296, loss: 1.3296, grad_norm: 8.7605 2020-08-13 06:55:39,886 - mmaction - INFO - Epoch [249][2500/3757] lr: 2.408e-04, eta: 6:29:36, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8562, loss_cls: 1.3629, loss: 1.3629, grad_norm: 8.8109 2020-08-13 06:55:55,819 - mmaction - INFO - Epoch [249][2520/3757] lr: 2.408e-04, eta: 6:29:19, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.7023, top5_acc: 0.8781, loss_cls: 1.2441, loss: 1.2441, grad_norm: 8.6186 2020-08-13 06:56:11,561 - mmaction - INFO - Epoch [249][2540/3757] lr: 2.408e-04, eta: 6:29:01, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8492, loss_cls: 1.3907, loss: 1.3907, grad_norm: 9.0638 2020-08-13 06:56:27,304 - mmaction - INFO - Epoch [249][2560/3757] lr: 2.408e-04, eta: 6:28:44, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8281, loss_cls: 1.4098, loss: 1.4098, grad_norm: 9.1958 2020-08-13 06:56:43,167 - mmaction - INFO - Epoch [249][2580/3757] lr: 2.408e-04, eta: 6:28:26, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8641, loss_cls: 1.2845, loss: 1.2845, grad_norm: 8.8527 2020-08-13 06:56:58,958 - mmaction - INFO - Epoch [249][2600/3757] lr: 2.408e-04, eta: 6:28:09, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8469, loss_cls: 1.3675, loss: 1.3675, grad_norm: 8.6495 2020-08-13 06:57:14,775 - mmaction - INFO - Epoch [249][2620/3757] lr: 2.408e-04, eta: 6:27:51, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8609, loss_cls: 1.3110, loss: 1.3110, grad_norm: 8.7434 2020-08-13 06:57:30,605 - mmaction - INFO - Epoch [249][2640/3757] lr: 2.408e-04, eta: 6:27:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3232, loss: 1.3232, grad_norm: 8.7556 2020-08-13 06:57:46,452 - mmaction - INFO - Epoch [249][2660/3757] lr: 2.408e-04, eta: 6:27:16, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.3689, loss: 1.3689, grad_norm: 8.9514 2020-08-13 06:58:02,269 - mmaction - INFO - Epoch [249][2680/3757] lr: 2.408e-04, eta: 6:26:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8516, loss_cls: 1.3310, loss: 1.3310, grad_norm: 8.7392 2020-08-13 06:58:18,002 - mmaction - INFO - Epoch [249][2700/3757] lr: 2.408e-04, eta: 6:26:41, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3131, loss: 1.3131, grad_norm: 8.7538 2020-08-13 06:58:33,868 - mmaction - INFO - Epoch [249][2720/3757] lr: 2.408e-04, eta: 6:26:24, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.7023, top5_acc: 0.8633, loss_cls: 1.2395, loss: 1.2395, grad_norm: 8.5272 2020-08-13 06:58:49,556 - mmaction - INFO - Epoch [249][2740/3757] lr: 2.408e-04, eta: 6:26:07, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3432, loss: 1.3432, grad_norm: 9.2290 2020-08-13 06:59:05,360 - mmaction - INFO - Epoch [249][2760/3757] lr: 2.408e-04, eta: 6:25:49, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8461, loss_cls: 1.3454, loss: 1.3454, grad_norm: 8.8077 2020-08-13 06:59:21,192 - mmaction - INFO - Epoch [249][2780/3757] lr: 2.408e-04, eta: 6:25:32, time: 0.791, data_time: 0.006, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8523, loss_cls: 1.4064, loss: 1.4064, grad_norm: 8.9171 2020-08-13 06:59:36,946 - mmaction - INFO - Epoch [249][2800/3757] lr: 2.408e-04, eta: 6:25:14, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8492, loss_cls: 1.3595, loss: 1.3595, grad_norm: 9.0356 2020-08-13 06:59:52,725 - mmaction - INFO - Epoch [249][2820/3757] lr: 2.408e-04, eta: 6:24:57, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8445, loss_cls: 1.4090, loss: 1.4090, grad_norm: 8.8631 2020-08-13 07:00:16,260 - mmaction - INFO - Epoch [249][2840/3757] lr: 2.408e-04, eta: 6:24:42, time: 1.165, data_time: 0.004, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8641, loss_cls: 1.2961, loss: 1.2961, grad_norm: 8.6750 2020-08-13 07:00:32,267 - mmaction - INFO - Epoch [249][2860/3757] lr: 2.408e-04, eta: 6:24:25, time: 0.812, data_time: 0.017, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8539, loss_cls: 1.3518, loss: 1.3518, grad_norm: 8.9689 2020-08-13 07:00:48,041 - mmaction - INFO - Epoch [249][2880/3757] lr: 2.408e-04, eta: 6:24:08, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8648, loss_cls: 1.2881, loss: 1.2881, grad_norm: 8.6785 2020-08-13 07:01:03,972 - mmaction - INFO - Epoch [249][2900/3757] lr: 2.408e-04, eta: 6:23:50, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.7070, top5_acc: 0.8664, loss_cls: 1.2794, loss: 1.2794, grad_norm: 8.7136 2020-08-13 07:01:19,624 - mmaction - INFO - Epoch [249][2920/3757] lr: 2.408e-04, eta: 6:23:33, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8508, loss_cls: 1.3481, loss: 1.3481, grad_norm: 8.7589 2020-08-13 07:01:35,401 - mmaction - INFO - Epoch [249][2940/3757] lr: 2.408e-04, eta: 6:23:15, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8664, loss_cls: 1.3459, loss: 1.3459, grad_norm: 8.9180 2020-08-13 07:01:51,210 - mmaction - INFO - Epoch [249][2960/3757] lr: 2.408e-04, eta: 6:22:58, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3389, loss: 1.3389, grad_norm: 8.9511 2020-08-13 07:02:06,939 - mmaction - INFO - Epoch [249][2980/3757] lr: 2.408e-04, eta: 6:22:40, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8445, loss_cls: 1.3556, loss: 1.3556, grad_norm: 8.5282 2020-08-13 07:02:22,752 - mmaction - INFO - Epoch [249][3000/3757] lr: 2.408e-04, eta: 6:22:23, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8602, loss_cls: 1.3048, loss: 1.3048, grad_norm: 8.8287 2020-08-13 07:02:38,571 - mmaction - INFO - Epoch [249][3020/3757] lr: 2.408e-04, eta: 6:22:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8383, loss_cls: 1.4354, loss: 1.4354, grad_norm: 9.3704 2020-08-13 07:02:54,484 - mmaction - INFO - Epoch [249][3040/3757] lr: 2.408e-04, eta: 6:21:48, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8664, loss_cls: 1.2597, loss: 1.2597, grad_norm: 8.9138 2020-08-13 07:03:10,207 - mmaction - INFO - Epoch [249][3060/3757] lr: 2.408e-04, eta: 6:21:31, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8539, loss_cls: 1.3502, loss: 1.3502, grad_norm: 8.7096 2020-08-13 07:03:25,977 - mmaction - INFO - Epoch [249][3080/3757] lr: 2.408e-04, eta: 6:21:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8625, loss_cls: 1.3405, loss: 1.3405, grad_norm: 8.8878 2020-08-13 07:03:41,753 - mmaction - INFO - Epoch [249][3100/3757] lr: 2.408e-04, eta: 6:20:56, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2790, loss: 1.2790, grad_norm: 8.8792 2020-08-13 07:03:57,552 - mmaction - INFO - Epoch [249][3120/3757] lr: 2.408e-04, eta: 6:20:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2963, loss: 1.2963, grad_norm: 8.7184 2020-08-13 07:04:13,353 - mmaction - INFO - Epoch [249][3140/3757] lr: 2.408e-04, eta: 6:20:21, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.7023, top5_acc: 0.8633, loss_cls: 1.2638, loss: 1.2638, grad_norm: 8.4789 2020-08-13 07:04:29,144 - mmaction - INFO - Epoch [249][3160/3757] lr: 2.408e-04, eta: 6:20:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8539, loss_cls: 1.3635, loss: 1.3635, grad_norm: 8.7151 2020-08-13 07:04:44,925 - mmaction - INFO - Epoch [249][3180/3757] lr: 2.408e-04, eta: 6:19:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8680, loss_cls: 1.2656, loss: 1.2656, grad_norm: 8.5194 2020-08-13 07:05:00,727 - mmaction - INFO - Epoch [249][3200/3757] lr: 2.408e-04, eta: 6:19:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.2412, loss: 1.2412, grad_norm: 8.6217 2020-08-13 07:05:16,567 - mmaction - INFO - Epoch [249][3220/3757] lr: 2.408e-04, eta: 6:19:11, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.7063, top5_acc: 0.8703, loss_cls: 1.2330, loss: 1.2330, grad_norm: 8.4883 2020-08-13 07:05:32,434 - mmaction - INFO - Epoch [249][3240/3757] lr: 2.408e-04, eta: 6:18:54, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.2488, loss: 1.2488, grad_norm: 8.4830 2020-08-13 07:05:48,113 - mmaction - INFO - Epoch [249][3260/3757] lr: 2.408e-04, eta: 6:18:36, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.3369, loss: 1.3369, grad_norm: 8.8835 2020-08-13 07:06:03,899 - mmaction - INFO - Epoch [249][3280/3757] lr: 2.408e-04, eta: 6:18:19, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8562, loss_cls: 1.3403, loss: 1.3403, grad_norm: 8.7121 2020-08-13 07:06:19,697 - mmaction - INFO - Epoch [249][3300/3757] lr: 2.408e-04, eta: 6:18:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8547, loss_cls: 1.3440, loss: 1.3440, grad_norm: 8.8732 2020-08-13 07:06:35,514 - mmaction - INFO - Epoch [249][3320/3757] lr: 2.408e-04, eta: 6:17:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8594, loss_cls: 1.2973, loss: 1.2973, grad_norm: 8.7155 2020-08-13 07:06:51,254 - mmaction - INFO - Epoch [249][3340/3757] lr: 2.408e-04, eta: 6:17:26, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8547, loss_cls: 1.3242, loss: 1.3242, grad_norm: 9.0447 2020-08-13 07:07:07,066 - mmaction - INFO - Epoch [249][3360/3757] lr: 2.408e-04, eta: 6:17:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.1794, loss: 1.1794, grad_norm: 8.2113 2020-08-13 07:07:22,886 - mmaction - INFO - Epoch [249][3380/3757] lr: 2.408e-04, eta: 6:16:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8484, loss_cls: 1.3436, loss: 1.3436, grad_norm: 9.0722 2020-08-13 07:07:38,671 - mmaction - INFO - Epoch [249][3400/3757] lr: 2.408e-04, eta: 6:16:34, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8570, loss_cls: 1.3471, loss: 1.3471, grad_norm: 8.7668 2020-08-13 07:07:54,531 - mmaction - INFO - Epoch [249][3420/3757] lr: 2.408e-04, eta: 6:16:17, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.7133, top5_acc: 0.8703, loss_cls: 1.2500, loss: 1.2500, grad_norm: 8.4391 2020-08-13 07:08:10,337 - mmaction - INFO - Epoch [249][3440/3757] lr: 2.408e-04, eta: 6:15:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8547, loss_cls: 1.3658, loss: 1.3658, grad_norm: 8.9705 2020-08-13 07:08:26,103 - mmaction - INFO - Epoch [249][3460/3757] lr: 2.408e-04, eta: 6:15:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.7000, top5_acc: 0.8742, loss_cls: 1.2172, loss: 1.2172, grad_norm: 8.7910 2020-08-13 07:08:41,925 - mmaction - INFO - Epoch [249][3480/3757] lr: 2.408e-04, eta: 6:15:24, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.2208, loss: 1.2208, grad_norm: 8.6064 2020-08-13 07:08:57,732 - mmaction - INFO - Epoch [249][3500/3757] lr: 2.408e-04, eta: 6:15:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8602, loss_cls: 1.2889, loss: 1.2889, grad_norm: 8.9750 2020-08-13 07:09:13,489 - mmaction - INFO - Epoch [249][3520/3757] lr: 2.408e-04, eta: 6:14:49, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8523, loss_cls: 1.3644, loss: 1.3644, grad_norm: 9.0922 2020-08-13 07:09:29,260 - mmaction - INFO - Epoch [249][3540/3757] lr: 2.408e-04, eta: 6:14:32, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2993, loss: 1.2993, grad_norm: 8.8575 2020-08-13 07:09:45,082 - mmaction - INFO - Epoch [249][3560/3757] lr: 2.408e-04, eta: 6:14:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8664, loss_cls: 1.2837, loss: 1.2837, grad_norm: 8.5403 2020-08-13 07:10:00,826 - mmaction - INFO - Epoch [249][3580/3757] lr: 2.408e-04, eta: 6:13:57, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8555, loss_cls: 1.3512, loss: 1.3512, grad_norm: 8.8649 2020-08-13 07:10:16,594 - mmaction - INFO - Epoch [249][3600/3757] lr: 2.408e-04, eta: 6:13:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8648, loss_cls: 1.3121, loss: 1.3121, grad_norm: 8.8340 2020-08-13 07:10:32,391 - mmaction - INFO - Epoch [249][3620/3757] lr: 2.408e-04, eta: 6:13:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8609, loss_cls: 1.3269, loss: 1.3269, grad_norm: 8.9621 2020-08-13 07:10:48,181 - mmaction - INFO - Epoch [249][3640/3757] lr: 2.408e-04, eta: 6:13:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8578, loss_cls: 1.3366, loss: 1.3366, grad_norm: 9.0814 2020-08-13 07:11:03,992 - mmaction - INFO - Epoch [249][3660/3757] lr: 2.408e-04, eta: 6:12:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8570, loss_cls: 1.2681, loss: 1.2681, grad_norm: 8.6990 2020-08-13 07:11:19,747 - mmaction - INFO - Epoch [249][3680/3757] lr: 2.408e-04, eta: 6:12:30, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8453, loss_cls: 1.3376, loss: 1.3376, grad_norm: 8.9511 2020-08-13 07:11:35,608 - mmaction - INFO - Epoch [249][3700/3757] lr: 2.408e-04, eta: 6:12:12, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.3423, loss: 1.3423, grad_norm: 9.1862 2020-08-13 07:11:51,418 - mmaction - INFO - Epoch [249][3720/3757] lr: 2.408e-04, eta: 6:11:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.7148, top5_acc: 0.8711, loss_cls: 1.2338, loss: 1.2338, grad_norm: 8.4415 2020-08-13 07:12:07,227 - mmaction - INFO - Epoch [249][3740/3757] lr: 2.408e-04, eta: 6:11:38, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.3926, loss: 1.3926, grad_norm: 9.1393 2020-08-13 07:15:35,414 - mmaction - INFO - Epoch [250][20/3757] lr: 1.844e-04, eta: 6:12:08, time: 9.011, data_time: 8.193, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8617, loss_cls: 1.3098, loss: 1.3098, grad_norm: 9.0197 2020-08-13 07:15:51,328 - mmaction - INFO - Epoch [250][40/3757] lr: 1.844e-04, eta: 6:11:50, time: 0.796, data_time: 0.005, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8508, loss_cls: 1.3817, loss: 1.3817, grad_norm: 9.2346 2020-08-13 07:16:06,966 - mmaction - INFO - Epoch [250][60/3757] lr: 1.844e-04, eta: 6:11:33, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.7117, top5_acc: 0.8805, loss_cls: 1.2147, loss: 1.2147, grad_norm: 8.4970 2020-08-13 07:16:22,791 - mmaction - INFO - Epoch [250][80/3757] lr: 1.844e-04, eta: 6:11:15, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2834, loss: 1.2834, grad_norm: 8.7489 2020-08-13 07:16:38,602 - mmaction - INFO - Epoch [250][100/3757] lr: 1.844e-04, eta: 6:10:58, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3469, loss: 1.3469, grad_norm: 9.1998 2020-08-13 07:16:54,457 - mmaction - INFO - Epoch [250][120/3757] lr: 1.844e-04, eta: 6:10:40, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3853, loss: 1.3853, grad_norm: 9.1806 2020-08-13 07:17:10,180 - mmaction - INFO - Epoch [250][140/3757] lr: 1.844e-04, eta: 6:10:23, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8609, loss_cls: 1.2693, loss: 1.2693, grad_norm: 8.6191 2020-08-13 07:17:26,023 - mmaction - INFO - Epoch [250][160/3757] lr: 1.844e-04, eta: 6:10:05, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.3518, loss: 1.3518, grad_norm: 9.1888 2020-08-13 07:17:41,814 - mmaction - INFO - Epoch [250][180/3757] lr: 1.844e-04, eta: 6:09:48, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8570, loss_cls: 1.3050, loss: 1.3050, grad_norm: 8.9916 2020-08-13 07:17:57,561 - mmaction - INFO - Epoch [250][200/3757] lr: 1.844e-04, eta: 6:09:30, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8617, loss_cls: 1.2663, loss: 1.2663, grad_norm: 8.4769 2020-08-13 07:18:13,419 - mmaction - INFO - Epoch [250][220/3757] lr: 1.844e-04, eta: 6:09:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8555, loss_cls: 1.3338, loss: 1.3338, grad_norm: 8.7662 2020-08-13 07:18:29,219 - mmaction - INFO - Epoch [250][240/3757] lr: 1.844e-04, eta: 6:08:55, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8664, loss_cls: 1.2935, loss: 1.2935, grad_norm: 8.9808 2020-08-13 07:18:45,068 - mmaction - INFO - Epoch [250][260/3757] lr: 1.844e-04, eta: 6:08:38, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8555, loss_cls: 1.3053, loss: 1.3053, grad_norm: 8.8208 2020-08-13 07:19:00,873 - mmaction - INFO - Epoch [250][280/3757] lr: 1.844e-04, eta: 6:08:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8664, loss_cls: 1.3035, loss: 1.3035, grad_norm: 8.8069 2020-08-13 07:19:16,782 - mmaction - INFO - Epoch [250][300/3757] lr: 1.844e-04, eta: 6:08:03, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.7094, top5_acc: 0.8750, loss_cls: 1.2111, loss: 1.2111, grad_norm: 8.6039 2020-08-13 07:19:32,473 - mmaction - INFO - Epoch [250][320/3757] lr: 1.844e-04, eta: 6:07:45, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8453, loss_cls: 1.3492, loss: 1.3492, grad_norm: 8.5431 2020-08-13 07:19:48,304 - mmaction - INFO - Epoch [250][340/3757] lr: 1.844e-04, eta: 6:07:28, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8500, loss_cls: 1.3441, loss: 1.3441, grad_norm: 8.7162 2020-08-13 07:20:04,126 - mmaction - INFO - Epoch [250][360/3757] lr: 1.844e-04, eta: 6:07:10, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8555, loss_cls: 1.3411, loss: 1.3411, grad_norm: 8.8218 2020-08-13 07:20:19,891 - mmaction - INFO - Epoch [250][380/3757] lr: 1.844e-04, eta: 6:06:53, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.7133, top5_acc: 0.8734, loss_cls: 1.2174, loss: 1.2174, grad_norm: 8.5688 2020-08-13 07:20:35,612 - mmaction - INFO - Epoch [250][400/3757] lr: 1.844e-04, eta: 6:06:36, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8391, loss_cls: 1.3907, loss: 1.3907, grad_norm: 8.8949 2020-08-13 07:20:51,380 - mmaction - INFO - Epoch [250][420/3757] lr: 1.844e-04, eta: 6:06:18, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.3407, loss: 1.3407, grad_norm: 8.7672 2020-08-13 07:21:07,155 - mmaction - INFO - Epoch [250][440/3757] lr: 1.844e-04, eta: 6:06:01, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1900, loss: 1.1900, grad_norm: 8.8029 2020-08-13 07:21:23,027 - mmaction - INFO - Epoch [250][460/3757] lr: 1.844e-04, eta: 6:05:43, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4331, loss: 1.4331, grad_norm: 9.2689 2020-08-13 07:21:38,851 - mmaction - INFO - Epoch [250][480/3757] lr: 1.844e-04, eta: 6:05:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6555, top5_acc: 0.8430, loss_cls: 1.4277, loss: 1.4277, grad_norm: 9.1468 2020-08-13 07:21:54,599 - mmaction - INFO - Epoch [250][500/3757] lr: 1.844e-04, eta: 6:05:08, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.6984, top5_acc: 0.8664, loss_cls: 1.2872, loss: 1.2872, grad_norm: 8.5679 2020-08-13 07:22:10,357 - mmaction - INFO - Epoch [250][520/3757] lr: 1.844e-04, eta: 6:04:51, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8570, loss_cls: 1.3101, loss: 1.3101, grad_norm: 8.5822 2020-08-13 07:22:26,152 - mmaction - INFO - Epoch [250][540/3757] lr: 1.844e-04, eta: 6:04:33, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8586, loss_cls: 1.3711, loss: 1.3711, grad_norm: 8.8911 2020-08-13 07:22:41,950 - mmaction - INFO - Epoch [250][560/3757] lr: 1.844e-04, eta: 6:04:16, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.2331, loss: 1.2331, grad_norm: 8.7155 2020-08-13 07:22:57,754 - mmaction - INFO - Epoch [250][580/3757] lr: 1.844e-04, eta: 6:03:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8578, loss_cls: 1.3302, loss: 1.3302, grad_norm: 8.8718 2020-08-13 07:23:13,570 - mmaction - INFO - Epoch [250][600/3757] lr: 1.844e-04, eta: 6:03:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8578, loss_cls: 1.3245, loss: 1.3245, grad_norm: 9.1305 2020-08-13 07:23:29,367 - mmaction - INFO - Epoch [250][620/3757] lr: 1.844e-04, eta: 6:03:23, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8422, loss_cls: 1.3970, loss: 1.3970, grad_norm: 8.9582 2020-08-13 07:23:45,188 - mmaction - INFO - Epoch [250][640/3757] lr: 1.844e-04, eta: 6:03:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8367, loss_cls: 1.4245, loss: 1.4245, grad_norm: 8.9561 2020-08-13 07:24:01,024 - mmaction - INFO - Epoch [250][660/3757] lr: 1.844e-04, eta: 6:02:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8695, loss_cls: 1.2832, loss: 1.2832, grad_norm: 8.6699 2020-08-13 07:24:16,827 - mmaction - INFO - Epoch [250][680/3757] lr: 1.844e-04, eta: 6:02:31, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.3697, loss: 1.3697, grad_norm: 8.8265 2020-08-13 07:24:32,588 - mmaction - INFO - Epoch [250][700/3757] lr: 1.844e-04, eta: 6:02:14, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8656, loss_cls: 1.2997, loss: 1.2997, grad_norm: 8.5319 2020-08-13 07:24:48,441 - mmaction - INFO - Epoch [250][720/3757] lr: 1.844e-04, eta: 6:01:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8547, loss_cls: 1.3183, loss: 1.3183, grad_norm: 8.7696 2020-08-13 07:25:04,267 - mmaction - INFO - Epoch [250][740/3757] lr: 1.844e-04, eta: 6:01:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8531, loss_cls: 1.3187, loss: 1.3187, grad_norm: 8.9841 2020-08-13 07:25:19,985 - mmaction - INFO - Epoch [250][760/3757] lr: 1.844e-04, eta: 6:01:21, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8484, loss_cls: 1.3287, loss: 1.3287, grad_norm: 8.9317 2020-08-13 07:25:35,788 - mmaction - INFO - Epoch [250][780/3757] lr: 1.844e-04, eta: 6:01:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8586, loss_cls: 1.2994, loss: 1.2994, grad_norm: 8.8576 2020-08-13 07:25:51,612 - mmaction - INFO - Epoch [250][800/3757] lr: 1.844e-04, eta: 6:00:46, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8750, loss_cls: 1.2342, loss: 1.2342, grad_norm: 8.6006 2020-08-13 07:26:07,431 - mmaction - INFO - Epoch [250][820/3757] lr: 1.844e-04, eta: 6:00:29, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8594, loss_cls: 1.3506, loss: 1.3506, grad_norm: 8.8746 2020-08-13 07:26:23,277 - mmaction - INFO - Epoch [250][840/3757] lr: 1.844e-04, eta: 6:00:12, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8578, loss_cls: 1.3414, loss: 1.3414, grad_norm: 8.6564 2020-08-13 07:26:39,085 - mmaction - INFO - Epoch [250][860/3757] lr: 1.844e-04, eta: 5:59:54, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8680, loss_cls: 1.3320, loss: 1.3320, grad_norm: 8.8362 2020-08-13 07:26:54,869 - mmaction - INFO - Epoch [250][880/3757] lr: 1.844e-04, eta: 5:59:37, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8734, loss_cls: 1.3268, loss: 1.3268, grad_norm: 9.2667 2020-08-13 07:27:10,665 - mmaction - INFO - Epoch [250][900/3757] lr: 1.844e-04, eta: 5:59:19, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8539, loss_cls: 1.3335, loss: 1.3335, grad_norm: 8.7419 2020-08-13 07:27:26,462 - mmaction - INFO - Epoch [250][920/3757] lr: 1.844e-04, eta: 5:59:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8586, loss_cls: 1.3247, loss: 1.3247, grad_norm: 8.9718 2020-08-13 07:27:42,146 - mmaction - INFO - Epoch [250][940/3757] lr: 1.844e-04, eta: 5:58:44, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8445, loss_cls: 1.3786, loss: 1.3786, grad_norm: 9.0393 2020-08-13 07:27:57,976 - mmaction - INFO - Epoch [250][960/3757] lr: 1.844e-04, eta: 5:58:27, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3481, loss: 1.3481, grad_norm: 9.1607 2020-08-13 07:28:13,764 - mmaction - INFO - Epoch [250][980/3757] lr: 1.844e-04, eta: 5:58:09, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8695, loss_cls: 1.2740, loss: 1.2740, grad_norm: 8.8846 2020-08-13 07:28:29,563 - mmaction - INFO - Epoch [250][1000/3757] lr: 1.844e-04, eta: 5:57:52, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8711, loss_cls: 1.2771, loss: 1.2771, grad_norm: 8.6941 2020-08-13 07:28:45,359 - mmaction - INFO - Epoch [250][1020/3757] lr: 1.844e-04, eta: 5:57:35, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.2993, loss: 1.2993, grad_norm: 8.7484 2020-08-13 07:29:01,138 - mmaction - INFO - Epoch [250][1040/3757] lr: 1.844e-04, eta: 5:57:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8562, loss_cls: 1.3699, loss: 1.3699, grad_norm: 8.9319 2020-08-13 07:29:16,900 - mmaction - INFO - Epoch [250][1060/3757] lr: 1.844e-04, eta: 5:57:00, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8672, loss_cls: 1.3001, loss: 1.3001, grad_norm: 8.9009 2020-08-13 07:29:32,757 - mmaction - INFO - Epoch [250][1080/3757] lr: 1.844e-04, eta: 5:56:42, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8555, loss_cls: 1.3364, loss: 1.3364, grad_norm: 8.7904 2020-08-13 07:29:48,594 - mmaction - INFO - Epoch [250][1100/3757] lr: 1.844e-04, eta: 5:56:25, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8609, loss_cls: 1.3134, loss: 1.3134, grad_norm: 8.6338 2020-08-13 07:30:04,506 - mmaction - INFO - Epoch [250][1120/3757] lr: 1.844e-04, eta: 5:56:08, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8602, loss_cls: 1.3527, loss: 1.3527, grad_norm: 8.7940 2020-08-13 07:30:20,227 - mmaction - INFO - Epoch [250][1140/3757] lr: 1.844e-04, eta: 5:55:50, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8602, loss_cls: 1.3692, loss: 1.3692, grad_norm: 8.8829 2020-08-13 07:30:36,045 - mmaction - INFO - Epoch [250][1160/3757] lr: 1.844e-04, eta: 5:55:33, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8797, loss_cls: 1.2499, loss: 1.2499, grad_norm: 8.7496 2020-08-13 07:30:51,793 - mmaction - INFO - Epoch [250][1180/3757] lr: 1.844e-04, eta: 5:55:15, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.3355, loss: 1.3355, grad_norm: 8.8640 2020-08-13 07:31:07,608 - mmaction - INFO - Epoch [250][1200/3757] lr: 1.844e-04, eta: 5:54:58, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8508, loss_cls: 1.3612, loss: 1.3612, grad_norm: 9.0660 2020-08-13 07:31:23,421 - mmaction - INFO - Epoch [250][1220/3757] lr: 1.844e-04, eta: 5:54:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8695, loss_cls: 1.2470, loss: 1.2470, grad_norm: 8.6668 2020-08-13 07:31:39,221 - mmaction - INFO - Epoch [250][1240/3757] lr: 1.844e-04, eta: 5:54:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8461, loss_cls: 1.3475, loss: 1.3475, grad_norm: 8.7474 2020-08-13 07:31:55,028 - mmaction - INFO - Epoch [250][1260/3757] lr: 1.844e-04, eta: 5:54:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8602, loss_cls: 1.3319, loss: 1.3319, grad_norm: 8.9377 2020-08-13 07:32:10,803 - mmaction - INFO - Epoch [250][1280/3757] lr: 1.844e-04, eta: 5:53:48, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8578, loss_cls: 1.3283, loss: 1.3283, grad_norm: 9.0319 2020-08-13 07:32:26,619 - mmaction - INFO - Epoch [250][1300/3757] lr: 1.844e-04, eta: 5:53:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8625, loss_cls: 1.2879, loss: 1.2879, grad_norm: 8.6629 2020-08-13 07:32:42,462 - mmaction - INFO - Epoch [250][1320/3757] lr: 1.844e-04, eta: 5:53:13, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8578, loss_cls: 1.3609, loss: 1.3609, grad_norm: 9.2255 2020-08-13 07:32:58,232 - mmaction - INFO - Epoch [250][1340/3757] lr: 1.844e-04, eta: 5:52:56, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.7055, top5_acc: 0.8648, loss_cls: 1.2584, loss: 1.2584, grad_norm: 8.7057 2020-08-13 07:33:14,030 - mmaction - INFO - Epoch [250][1360/3757] lr: 1.844e-04, eta: 5:52:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8664, loss_cls: 1.2318, loss: 1.2318, grad_norm: 8.5913 2020-08-13 07:33:29,832 - mmaction - INFO - Epoch [250][1380/3757] lr: 1.844e-04, eta: 5:52:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8758, loss_cls: 1.2271, loss: 1.2271, grad_norm: 8.3198 2020-08-13 07:33:45,615 - mmaction - INFO - Epoch [250][1400/3757] lr: 1.844e-04, eta: 5:52:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8500, loss_cls: 1.3815, loss: 1.3815, grad_norm: 8.9512 2020-08-13 07:34:01,391 - mmaction - INFO - Epoch [250][1420/3757] lr: 1.844e-04, eta: 5:51:46, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8625, loss_cls: 1.2764, loss: 1.2764, grad_norm: 8.6160 2020-08-13 07:34:17,215 - mmaction - INFO - Epoch [250][1440/3757] lr: 1.844e-04, eta: 5:51:29, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8492, loss_cls: 1.3722, loss: 1.3722, grad_norm: 8.9073 2020-08-13 07:34:33,071 - mmaction - INFO - Epoch [250][1460/3757] lr: 1.844e-04, eta: 5:51:11, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8734, loss_cls: 1.2572, loss: 1.2572, grad_norm: 8.9805 2020-08-13 07:34:48,848 - mmaction - INFO - Epoch [250][1480/3757] lr: 1.844e-04, eta: 5:50:54, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8617, loss_cls: 1.3278, loss: 1.3278, grad_norm: 8.9997 2020-08-13 07:35:04,688 - mmaction - INFO - Epoch [250][1500/3757] lr: 1.844e-04, eta: 5:50:37, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8742, loss_cls: 1.2507, loss: 1.2507, grad_norm: 8.7002 2020-08-13 07:35:20,445 - mmaction - INFO - Epoch [250][1520/3757] lr: 1.844e-04, eta: 5:50:19, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.2807, loss: 1.2807, grad_norm: 8.8040 2020-08-13 07:35:36,230 - mmaction - INFO - Epoch [250][1540/3757] lr: 1.844e-04, eta: 5:50:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8500, loss_cls: 1.3698, loss: 1.3698, grad_norm: 9.0115 2020-08-13 07:35:51,995 - mmaction - INFO - Epoch [250][1560/3757] lr: 1.844e-04, eta: 5:49:44, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8547, loss_cls: 1.3104, loss: 1.3104, grad_norm: 8.5647 2020-08-13 07:36:07,778 - mmaction - INFO - Epoch [250][1580/3757] lr: 1.844e-04, eta: 5:49:27, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.7055, top5_acc: 0.8844, loss_cls: 1.2016, loss: 1.2016, grad_norm: 8.6566 2020-08-13 07:36:23,529 - mmaction - INFO - Epoch [250][1600/3757] lr: 1.844e-04, eta: 5:49:09, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.7156, top5_acc: 0.8641, loss_cls: 1.2066, loss: 1.2066, grad_norm: 8.2389 2020-08-13 07:36:39,299 - mmaction - INFO - Epoch [250][1620/3757] lr: 1.844e-04, eta: 5:48:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8547, loss_cls: 1.3260, loss: 1.3260, grad_norm: 9.0909 2020-08-13 07:36:55,092 - mmaction - INFO - Epoch [250][1640/3757] lr: 1.844e-04, eta: 5:48:35, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8602, loss_cls: 1.3271, loss: 1.3271, grad_norm: 9.0688 2020-08-13 07:37:10,923 - mmaction - INFO - Epoch [250][1660/3757] lr: 1.844e-04, eta: 5:48:17, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8641, loss_cls: 1.2578, loss: 1.2578, grad_norm: 8.6882 2020-08-13 07:37:26,828 - mmaction - INFO - Epoch [250][1680/3757] lr: 1.844e-04, eta: 5:48:00, time: 0.798, data_time: 0.006, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8586, loss_cls: 1.2766, loss: 1.2766, grad_norm: 8.5346 2020-08-13 07:37:42,688 - mmaction - INFO - Epoch [250][1700/3757] lr: 1.844e-04, eta: 5:47:43, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8586, loss_cls: 1.2826, loss: 1.2826, grad_norm: 8.8916 2020-08-13 07:37:58,456 - mmaction - INFO - Epoch [250][1720/3757] lr: 1.844e-04, eta: 5:47:25, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8602, loss_cls: 1.3246, loss: 1.3246, grad_norm: 8.9509 2020-08-13 07:38:14,288 - mmaction - INFO - Epoch [250][1740/3757] lr: 1.844e-04, eta: 5:47:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8641, loss_cls: 1.3224, loss: 1.3224, grad_norm: 8.7297 2020-08-13 07:38:30,174 - mmaction - INFO - Epoch [250][1760/3757] lr: 1.844e-04, eta: 5:46:50, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8648, loss_cls: 1.3038, loss: 1.3038, grad_norm: 9.0801 2020-08-13 07:38:46,049 - mmaction - INFO - Epoch [250][1780/3757] lr: 1.844e-04, eta: 5:46:33, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2658, loss: 1.2658, grad_norm: 9.0389 2020-08-13 07:39:01,825 - mmaction - INFO - Epoch [250][1800/3757] lr: 1.844e-04, eta: 5:46:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8664, loss_cls: 1.2940, loss: 1.2940, grad_norm: 8.5908 2020-08-13 07:39:17,628 - mmaction - INFO - Epoch [250][1820/3757] lr: 1.844e-04, eta: 5:45:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8617, loss_cls: 1.2664, loss: 1.2664, grad_norm: 8.6421 2020-08-13 07:39:33,396 - mmaction - INFO - Epoch [250][1840/3757] lr: 1.844e-04, eta: 5:45:41, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8562, loss_cls: 1.3546, loss: 1.3546, grad_norm: 9.0735 2020-08-13 07:39:49,208 - mmaction - INFO - Epoch [250][1860/3757] lr: 1.844e-04, eta: 5:45:23, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8695, loss_cls: 1.2726, loss: 1.2726, grad_norm: 9.1139 2020-08-13 07:40:04,982 - mmaction - INFO - Epoch [250][1880/3757] lr: 1.844e-04, eta: 5:45:06, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.2891, loss: 1.2891, grad_norm: 8.8324 2020-08-13 07:40:20,682 - mmaction - INFO - Epoch [250][1900/3757] lr: 1.844e-04, eta: 5:44:49, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8523, loss_cls: 1.3151, loss: 1.3151, grad_norm: 8.6850 2020-08-13 07:40:36,504 - mmaction - INFO - Epoch [250][1920/3757] lr: 1.844e-04, eta: 5:44:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8523, loss_cls: 1.3548, loss: 1.3548, grad_norm: 9.0611 2020-08-13 07:40:52,374 - mmaction - INFO - Epoch [250][1940/3757] lr: 1.844e-04, eta: 5:44:14, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8617, loss_cls: 1.3368, loss: 1.3368, grad_norm: 8.9888 2020-08-13 07:41:08,167 - mmaction - INFO - Epoch [250][1960/3757] lr: 1.844e-04, eta: 5:43:56, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3254, loss: 1.3254, grad_norm: 8.7327 2020-08-13 07:41:23,976 - mmaction - INFO - Epoch [250][1980/3757] lr: 1.844e-04, eta: 5:43:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8344, loss_cls: 1.4021, loss: 1.4021, grad_norm: 8.9639 2020-08-13 07:41:39,784 - mmaction - INFO - Epoch [250][2000/3757] lr: 1.844e-04, eta: 5:43:22, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8680, loss_cls: 1.2976, loss: 1.2976, grad_norm: 8.7943 2020-08-13 07:41:55,664 - mmaction - INFO - Epoch [250][2020/3757] lr: 1.844e-04, eta: 5:43:04, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8570, loss_cls: 1.2832, loss: 1.2832, grad_norm: 8.6327 2020-08-13 07:42:11,360 - mmaction - INFO - Epoch [250][2040/3757] lr: 1.844e-04, eta: 5:42:47, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8602, loss_cls: 1.3449, loss: 1.3449, grad_norm: 8.9046 2020-08-13 07:42:27,097 - mmaction - INFO - Epoch [250][2060/3757] lr: 1.844e-04, eta: 5:42:30, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.3512, loss: 1.3512, grad_norm: 8.9003 2020-08-13 07:42:42,900 - mmaction - INFO - Epoch [250][2080/3757] lr: 1.844e-04, eta: 5:42:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8531, loss_cls: 1.3788, loss: 1.3788, grad_norm: 8.7462 2020-08-13 07:42:58,664 - mmaction - INFO - Epoch [250][2100/3757] lr: 1.844e-04, eta: 5:41:55, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.2865, loss: 1.2865, grad_norm: 8.8268 2020-08-13 07:43:14,421 - mmaction - INFO - Epoch [250][2120/3757] lr: 1.844e-04, eta: 5:41:37, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8555, loss_cls: 1.3195, loss: 1.3195, grad_norm: 8.6328 2020-08-13 07:43:30,179 - mmaction - INFO - Epoch [250][2140/3757] lr: 1.844e-04, eta: 5:41:20, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8516, loss_cls: 1.3531, loss: 1.3531, grad_norm: 9.0377 2020-08-13 07:43:45,942 - mmaction - INFO - Epoch [250][2160/3757] lr: 1.844e-04, eta: 5:41:03, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8508, loss_cls: 1.3851, loss: 1.3851, grad_norm: 8.8560 2020-08-13 07:44:01,784 - mmaction - INFO - Epoch [250][2180/3757] lr: 1.844e-04, eta: 5:40:45, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1774, loss: 1.1774, grad_norm: 8.4671 2020-08-13 07:44:17,567 - mmaction - INFO - Epoch [250][2200/3757] lr: 1.844e-04, eta: 5:40:28, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8492, loss_cls: 1.3918, loss: 1.3918, grad_norm: 9.2092 2020-08-13 07:44:33,339 - mmaction - INFO - Epoch [250][2220/3757] lr: 1.844e-04, eta: 5:40:10, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8477, loss_cls: 1.3686, loss: 1.3686, grad_norm: 9.0614 2020-08-13 07:44:49,108 - mmaction - INFO - Epoch [250][2240/3757] lr: 1.844e-04, eta: 5:39:53, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8586, loss_cls: 1.3391, loss: 1.3391, grad_norm: 9.1626 2020-08-13 07:45:05,023 - mmaction - INFO - Epoch [250][2260/3757] lr: 1.844e-04, eta: 5:39:36, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8469, loss_cls: 1.3861, loss: 1.3861, grad_norm: 9.0627 2020-08-13 07:45:20,711 - mmaction - INFO - Epoch [250][2280/3757] lr: 1.844e-04, eta: 5:39:18, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8492, loss_cls: 1.3305, loss: 1.3305, grad_norm: 8.7430 2020-08-13 07:45:36,473 - mmaction - INFO - Epoch [250][2300/3757] lr: 1.844e-04, eta: 5:39:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.7039, top5_acc: 0.8648, loss_cls: 1.2699, loss: 1.2699, grad_norm: 8.5029 2020-08-13 07:45:52,247 - mmaction - INFO - Epoch [250][2320/3757] lr: 1.844e-04, eta: 5:38:44, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8523, loss_cls: 1.3418, loss: 1.3418, grad_norm: 8.8201 2020-08-13 07:46:08,167 - mmaction - INFO - Epoch [250][2340/3757] lr: 1.844e-04, eta: 5:38:26, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8438, loss_cls: 1.3628, loss: 1.3628, grad_norm: 8.9374 2020-08-13 07:46:23,956 - mmaction - INFO - Epoch [250][2360/3757] lr: 1.844e-04, eta: 5:38:09, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8430, loss_cls: 1.4035, loss: 1.4035, grad_norm: 9.0017 2020-08-13 07:46:39,700 - mmaction - INFO - Epoch [250][2380/3757] lr: 1.844e-04, eta: 5:37:51, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8586, loss_cls: 1.3192, loss: 1.3192, grad_norm: 9.0678 2020-08-13 07:46:55,476 - mmaction - INFO - Epoch [250][2400/3757] lr: 1.844e-04, eta: 5:37:34, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8477, loss_cls: 1.4329, loss: 1.4329, grad_norm: 9.2690 2020-08-13 07:47:11,266 - mmaction - INFO - Epoch [250][2420/3757] lr: 1.844e-04, eta: 5:37:17, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8508, loss_cls: 1.3330, loss: 1.3330, grad_norm: 9.0797 2020-08-13 07:47:27,049 - mmaction - INFO - Epoch [250][2440/3757] lr: 1.844e-04, eta: 5:36:59, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.2402, loss: 1.2402, grad_norm: 8.5811 2020-08-13 07:47:42,790 - mmaction - INFO - Epoch [250][2460/3757] lr: 1.844e-04, eta: 5:36:42, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8680, loss_cls: 1.2757, loss: 1.2757, grad_norm: 8.7359 2020-08-13 07:47:58,602 - mmaction - INFO - Epoch [250][2480/3757] lr: 1.844e-04, eta: 5:36:25, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8562, loss_cls: 1.3444, loss: 1.3444, grad_norm: 9.0878 2020-08-13 07:48:14,374 - mmaction - INFO - Epoch [250][2500/3757] lr: 1.844e-04, eta: 5:36:07, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.2560, loss: 1.2560, grad_norm: 8.7477 2020-08-13 07:48:30,158 - mmaction - INFO - Epoch [250][2520/3757] lr: 1.844e-04, eta: 5:35:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8586, loss_cls: 1.3219, loss: 1.3219, grad_norm: 9.0900 2020-08-13 07:48:45,938 - mmaction - INFO - Epoch [250][2540/3757] lr: 1.844e-04, eta: 5:35:32, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.3157, loss: 1.3157, grad_norm: 9.0247 2020-08-13 07:49:01,739 - mmaction - INFO - Epoch [250][2560/3757] lr: 1.844e-04, eta: 5:35:15, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3147, loss: 1.3147, grad_norm: 9.2721 2020-08-13 07:49:17,573 - mmaction - INFO - Epoch [250][2580/3757] lr: 1.844e-04, eta: 5:34:58, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8547, loss_cls: 1.3259, loss: 1.3259, grad_norm: 8.6295 2020-08-13 07:49:33,383 - mmaction - INFO - Epoch [250][2600/3757] lr: 1.844e-04, eta: 5:34:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8578, loss_cls: 1.3401, loss: 1.3401, grad_norm: 8.9291 2020-08-13 07:49:49,160 - mmaction - INFO - Epoch [250][2620/3757] lr: 1.844e-04, eta: 5:34:23, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8523, loss_cls: 1.3848, loss: 1.3848, grad_norm: 9.1922 2020-08-13 07:50:05,088 - mmaction - INFO - Epoch [250][2640/3757] lr: 1.844e-04, eta: 5:34:06, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8703, loss_cls: 1.2518, loss: 1.2518, grad_norm: 8.6972 2020-08-13 07:50:20,839 - mmaction - INFO - Epoch [250][2660/3757] lr: 1.844e-04, eta: 5:33:48, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8586, loss_cls: 1.3153, loss: 1.3153, grad_norm: 8.9680 2020-08-13 07:50:36,777 - mmaction - INFO - Epoch [250][2680/3757] lr: 1.844e-04, eta: 5:33:31, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.7000, top5_acc: 0.8664, loss_cls: 1.2594, loss: 1.2594, grad_norm: 8.7630 2020-08-13 07:50:52,548 - mmaction - INFO - Epoch [250][2700/3757] lr: 1.844e-04, eta: 5:33:14, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8438, loss_cls: 1.3733, loss: 1.3733, grad_norm: 9.1040 2020-08-13 07:51:08,353 - mmaction - INFO - Epoch [250][2720/3757] lr: 1.844e-04, eta: 5:32:56, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.7008, top5_acc: 0.8727, loss_cls: 1.2241, loss: 1.2241, grad_norm: 8.9184 2020-08-13 07:51:24,127 - mmaction - INFO - Epoch [250][2740/3757] lr: 1.844e-04, eta: 5:32:39, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8680, loss_cls: 1.2688, loss: 1.2688, grad_norm: 8.7886 2020-08-13 07:51:39,948 - mmaction - INFO - Epoch [250][2760/3757] lr: 1.844e-04, eta: 5:32:22, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8539, loss_cls: 1.3900, loss: 1.3900, grad_norm: 9.0845 2020-08-13 07:51:55,829 - mmaction - INFO - Epoch [250][2780/3757] lr: 1.844e-04, eta: 5:32:04, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8641, loss_cls: 1.3243, loss: 1.3243, grad_norm: 8.8246 2020-08-13 07:52:11,647 - mmaction - INFO - Epoch [250][2800/3757] lr: 1.844e-04, eta: 5:31:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8703, loss_cls: 1.3092, loss: 1.3092, grad_norm: 8.9013 2020-08-13 07:52:27,466 - mmaction - INFO - Epoch [250][2820/3757] lr: 1.844e-04, eta: 5:31:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3858, loss: 1.3858, grad_norm: 9.1553 2020-08-13 07:52:43,193 - mmaction - INFO - Epoch [250][2840/3757] lr: 1.844e-04, eta: 5:31:12, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8492, loss_cls: 1.3363, loss: 1.3363, grad_norm: 8.7982 2020-08-13 07:52:58,993 - mmaction - INFO - Epoch [250][2860/3757] lr: 1.844e-04, eta: 5:30:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.3465, loss: 1.3465, grad_norm: 8.7599 2020-08-13 07:53:14,816 - mmaction - INFO - Epoch [250][2880/3757] lr: 1.844e-04, eta: 5:30:38, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.7148, top5_acc: 0.8664, loss_cls: 1.2400, loss: 1.2400, grad_norm: 8.5940 2020-08-13 07:53:30,644 - mmaction - INFO - Epoch [250][2900/3757] lr: 1.844e-04, eta: 5:30:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8406, loss_cls: 1.3974, loss: 1.3974, grad_norm: 9.1345 2020-08-13 07:53:46,490 - mmaction - INFO - Epoch [250][2920/3757] lr: 1.844e-04, eta: 5:30:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3180, loss: 1.3180, grad_norm: 8.9667 2020-08-13 07:54:02,337 - mmaction - INFO - Epoch [250][2940/3757] lr: 1.844e-04, eta: 5:29:46, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.4249, loss: 1.4249, grad_norm: 9.3664 2020-08-13 07:54:18,164 - mmaction - INFO - Epoch [250][2960/3757] lr: 1.844e-04, eta: 5:29:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.7016, top5_acc: 0.8672, loss_cls: 1.2797, loss: 1.2797, grad_norm: 8.8372 2020-08-13 07:54:34,025 - mmaction - INFO - Epoch [250][2980/3757] lr: 1.844e-04, eta: 5:29:11, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8656, loss_cls: 1.3018, loss: 1.3018, grad_norm: 9.0012 2020-08-13 07:54:49,874 - mmaction - INFO - Epoch [250][3000/3757] lr: 1.844e-04, eta: 5:28:54, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8664, loss_cls: 1.3209, loss: 1.3209, grad_norm: 9.0374 2020-08-13 07:55:05,770 - mmaction - INFO - Epoch [250][3020/3757] lr: 1.844e-04, eta: 5:28:36, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8586, loss_cls: 1.2968, loss: 1.2968, grad_norm: 8.7147 2020-08-13 07:55:21,454 - mmaction - INFO - Epoch [250][3040/3757] lr: 1.844e-04, eta: 5:28:19, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8500, loss_cls: 1.3460, loss: 1.3460, grad_norm: 8.9302 2020-08-13 07:55:37,276 - mmaction - INFO - Epoch [250][3060/3757] lr: 1.844e-04, eta: 5:28:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8531, loss_cls: 1.3348, loss: 1.3348, grad_norm: 8.7015 2020-08-13 07:55:53,024 - mmaction - INFO - Epoch [250][3080/3757] lr: 1.844e-04, eta: 5:27:44, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.3356, loss: 1.3356, grad_norm: 8.8586 2020-08-13 07:56:08,814 - mmaction - INFO - Epoch [250][3100/3757] lr: 1.844e-04, eta: 5:27:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8695, loss_cls: 1.3184, loss: 1.3184, grad_norm: 8.9983 2020-08-13 07:56:24,571 - mmaction - INFO - Epoch [250][3120/3757] lr: 1.844e-04, eta: 5:27:10, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8609, loss_cls: 1.3055, loss: 1.3055, grad_norm: 8.7712 2020-08-13 07:56:40,360 - mmaction - INFO - Epoch [250][3140/3757] lr: 1.844e-04, eta: 5:26:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8547, loss_cls: 1.3530, loss: 1.3530, grad_norm: 9.0127 2020-08-13 07:56:56,141 - mmaction - INFO - Epoch [250][3160/3757] lr: 1.844e-04, eta: 5:26:35, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3721, loss: 1.3721, grad_norm: 9.1139 2020-08-13 07:57:11,945 - mmaction - INFO - Epoch [250][3180/3757] lr: 1.844e-04, eta: 5:26:18, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8750, loss_cls: 1.2343, loss: 1.2343, grad_norm: 8.6705 2020-08-13 07:57:27,765 - mmaction - INFO - Epoch [250][3200/3757] lr: 1.844e-04, eta: 5:26:00, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8750, loss_cls: 1.2383, loss: 1.2383, grad_norm: 8.7436 2020-08-13 07:57:43,556 - mmaction - INFO - Epoch [250][3220/3757] lr: 1.844e-04, eta: 5:25:43, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.7008, top5_acc: 0.8617, loss_cls: 1.2711, loss: 1.2711, grad_norm: 8.7314 2020-08-13 07:57:59,316 - mmaction - INFO - Epoch [250][3240/3757] lr: 1.844e-04, eta: 5:25:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8609, loss_cls: 1.2918, loss: 1.2918, grad_norm: 8.4675 2020-08-13 07:58:15,083 - mmaction - INFO - Epoch [250][3260/3757] lr: 1.844e-04, eta: 5:25:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8766, loss_cls: 1.2938, loss: 1.2938, grad_norm: 9.0248 2020-08-13 07:58:30,883 - mmaction - INFO - Epoch [250][3280/3757] lr: 1.844e-04, eta: 5:24:51, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.2950, loss: 1.2950, grad_norm: 8.6859 2020-08-13 07:58:46,712 - mmaction - INFO - Epoch [250][3300/3757] lr: 1.844e-04, eta: 5:24:34, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8555, loss_cls: 1.3511, loss: 1.3511, grad_norm: 9.0178 2020-08-13 07:59:02,531 - mmaction - INFO - Epoch [250][3320/3757] lr: 1.844e-04, eta: 5:24:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.3003, loss: 1.3003, grad_norm: 9.0134 2020-08-13 07:59:18,395 - mmaction - INFO - Epoch [250][3340/3757] lr: 1.844e-04, eta: 5:23:59, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8797, loss_cls: 1.2362, loss: 1.2362, grad_norm: 8.9358 2020-08-13 07:59:34,207 - mmaction - INFO - Epoch [250][3360/3757] lr: 1.844e-04, eta: 5:23:42, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8523, loss_cls: 1.3111, loss: 1.3111, grad_norm: 8.8975 2020-08-13 07:59:50,043 - mmaction - INFO - Epoch [250][3380/3757] lr: 1.844e-04, eta: 5:23:24, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8531, loss_cls: 1.3503, loss: 1.3503, grad_norm: 8.8206 2020-08-13 08:00:14,062 - mmaction - INFO - Epoch [250][3400/3757] lr: 1.844e-04, eta: 5:23:10, time: 1.186, data_time: 0.039, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8789, loss_cls: 1.2667, loss: 1.2667, grad_norm: 8.8140 2020-08-13 08:00:29,915 - mmaction - INFO - Epoch [250][3420/3757] lr: 1.844e-04, eta: 5:22:53, time: 0.807, data_time: 0.019, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.4069, loss: 1.4069, grad_norm: 9.0975 2020-08-13 08:00:45,681 - mmaction - INFO - Epoch [250][3440/3757] lr: 1.844e-04, eta: 5:22:35, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8523, loss_cls: 1.3149, loss: 1.3149, grad_norm: 8.4506 2020-08-13 08:01:01,444 - mmaction - INFO - Epoch [250][3460/3757] lr: 1.844e-04, eta: 5:22:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.2862, loss: 1.2862, grad_norm: 8.8385 2020-08-13 08:01:17,271 - mmaction - INFO - Epoch [250][3480/3757] lr: 1.844e-04, eta: 5:22:01, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8578, loss_cls: 1.3036, loss: 1.3036, grad_norm: 8.9099 2020-08-13 08:01:33,082 - mmaction - INFO - Epoch [250][3500/3757] lr: 1.844e-04, eta: 5:21:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8492, loss_cls: 1.3530, loss: 1.3530, grad_norm: 9.0290 2020-08-13 08:01:48,887 - mmaction - INFO - Epoch [250][3520/3757] lr: 1.844e-04, eta: 5:21:26, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8469, loss_cls: 1.4026, loss: 1.4026, grad_norm: 9.1183 2020-08-13 08:02:04,644 - mmaction - INFO - Epoch [250][3540/3757] lr: 1.844e-04, eta: 5:21:09, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.3285, loss: 1.3285, grad_norm: 9.0683 2020-08-13 08:02:20,328 - mmaction - INFO - Epoch [250][3560/3757] lr: 1.844e-04, eta: 5:20:51, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.7141, top5_acc: 0.8789, loss_cls: 1.2136, loss: 1.2136, grad_norm: 8.6891 2020-08-13 08:02:36,131 - mmaction - INFO - Epoch [250][3580/3757] lr: 1.844e-04, eta: 5:20:34, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8797, loss_cls: 1.2728, loss: 1.2728, grad_norm: 8.9520 2020-08-13 08:02:51,855 - mmaction - INFO - Epoch [250][3600/3757] lr: 1.844e-04, eta: 5:20:17, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8531, loss_cls: 1.3746, loss: 1.3746, grad_norm: 8.7948 2020-08-13 08:03:07,582 - mmaction - INFO - Epoch [250][3620/3757] lr: 1.844e-04, eta: 5:19:59, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8727, loss_cls: 1.2251, loss: 1.2251, grad_norm: 8.7029 2020-08-13 08:03:23,339 - mmaction - INFO - Epoch [250][3640/3757] lr: 1.844e-04, eta: 5:19:42, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8711, loss_cls: 1.2559, loss: 1.2559, grad_norm: 8.9942 2020-08-13 08:03:39,203 - mmaction - INFO - Epoch [250][3660/3757] lr: 1.844e-04, eta: 5:19:25, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8461, loss_cls: 1.3272, loss: 1.3272, grad_norm: 8.7820 2020-08-13 08:03:54,925 - mmaction - INFO - Epoch [250][3680/3757] lr: 1.844e-04, eta: 5:19:07, time: 0.785, data_time: 0.003, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2624, loss: 1.2624, grad_norm: 8.6396 2020-08-13 08:04:10,668 - mmaction - INFO - Epoch [250][3700/3757] lr: 1.844e-04, eta: 5:18:50, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8547, loss_cls: 1.3304, loss: 1.3304, grad_norm: 8.8218 2020-08-13 08:04:26,424 - mmaction - INFO - Epoch [250][3720/3757] lr: 1.844e-04, eta: 5:18:33, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8656, loss_cls: 1.3130, loss: 1.3130, grad_norm: 9.2116 2020-08-13 08:04:42,236 - mmaction - INFO - Epoch [250][3740/3757] lr: 1.844e-04, eta: 5:18:15, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8641, loss_cls: 1.3565, loss: 1.3565, grad_norm: 8.9234 2020-08-13 08:08:33,215 - mmaction - INFO - Epoch [251][20/3757] lr: 1.355e-04, eta: 5:18:40, time: 9.898, data_time: 9.076, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8547, loss_cls: 1.2813, loss: 1.2813, grad_norm: 8.8222 2020-08-13 08:08:48,934 - mmaction - INFO - Epoch [251][40/3757] lr: 1.355e-04, eta: 5:18:22, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3251, loss: 1.3251, grad_norm: 8.7604 2020-08-13 08:09:04,686 - mmaction - INFO - Epoch [251][60/3757] lr: 1.355e-04, eta: 5:18:05, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8562, loss_cls: 1.3514, loss: 1.3514, grad_norm: 9.1017 2020-08-13 08:09:20,512 - mmaction - INFO - Epoch [251][80/3757] lr: 1.355e-04, eta: 5:17:47, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8555, loss_cls: 1.3420, loss: 1.3420, grad_norm: 8.6096 2020-08-13 08:09:36,311 - mmaction - INFO - Epoch [251][100/3757] lr: 1.355e-04, eta: 5:17:30, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8555, loss_cls: 1.3442, loss: 1.3442, grad_norm: 8.7527 2020-08-13 08:09:52,122 - mmaction - INFO - Epoch [251][120/3757] lr: 1.355e-04, eta: 5:17:13, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8758, loss_cls: 1.2534, loss: 1.2534, grad_norm: 8.7065 2020-08-13 08:10:08,148 - mmaction - INFO - Epoch [251][140/3757] lr: 1.355e-04, eta: 5:16:55, time: 0.801, data_time: 0.003, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8617, loss_cls: 1.3028, loss: 1.3028, grad_norm: 8.8413 2020-08-13 08:10:23,869 - mmaction - INFO - Epoch [251][160/3757] lr: 1.355e-04, eta: 5:16:38, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8539, loss_cls: 1.3136, loss: 1.3136, grad_norm: 8.9023 2020-08-13 08:10:39,667 - mmaction - INFO - Epoch [251][180/3757] lr: 1.355e-04, eta: 5:16:21, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8672, loss_cls: 1.3253, loss: 1.3253, grad_norm: 9.0105 2020-08-13 08:10:55,453 - mmaction - INFO - Epoch [251][200/3757] lr: 1.355e-04, eta: 5:16:03, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8531, loss_cls: 1.3330, loss: 1.3330, grad_norm: 8.9151 2020-08-13 08:11:11,206 - mmaction - INFO - Epoch [251][220/3757] lr: 1.355e-04, eta: 5:15:46, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.3265, loss: 1.3265, grad_norm: 8.8360 2020-08-13 08:11:27,096 - mmaction - INFO - Epoch [251][240/3757] lr: 1.355e-04, eta: 5:15:29, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8648, loss_cls: 1.3205, loss: 1.3205, grad_norm: 8.7265 2020-08-13 08:11:42,903 - mmaction - INFO - Epoch [251][260/3757] lr: 1.355e-04, eta: 5:15:11, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8539, loss_cls: 1.3520, loss: 1.3520, grad_norm: 9.0715 2020-08-13 08:11:58,582 - mmaction - INFO - Epoch [251][280/3757] lr: 1.355e-04, eta: 5:14:54, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8570, loss_cls: 1.3125, loss: 1.3125, grad_norm: 8.8828 2020-08-13 08:12:14,348 - mmaction - INFO - Epoch [251][300/3757] lr: 1.355e-04, eta: 5:14:36, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8594, loss_cls: 1.3068, loss: 1.3068, grad_norm: 9.0441 2020-08-13 08:12:30,183 - mmaction - INFO - Epoch [251][320/3757] lr: 1.355e-04, eta: 5:14:19, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8773, loss_cls: 1.2919, loss: 1.2919, grad_norm: 8.9577 2020-08-13 08:12:46,012 - mmaction - INFO - Epoch [251][340/3757] lr: 1.355e-04, eta: 5:14:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8570, loss_cls: 1.3251, loss: 1.3251, grad_norm: 8.9029 2020-08-13 08:13:01,776 - mmaction - INFO - Epoch [251][360/3757] lr: 1.355e-04, eta: 5:13:44, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8531, loss_cls: 1.3107, loss: 1.3107, grad_norm: 8.9182 2020-08-13 08:13:17,569 - mmaction - INFO - Epoch [251][380/3757] lr: 1.355e-04, eta: 5:13:27, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3551, loss: 1.3551, grad_norm: 8.7522 2020-08-13 08:13:33,367 - mmaction - INFO - Epoch [251][400/3757] lr: 1.355e-04, eta: 5:13:10, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.3180, loss: 1.3180, grad_norm: 9.0232 2020-08-13 08:13:49,151 - mmaction - INFO - Epoch [251][420/3757] lr: 1.355e-04, eta: 5:12:52, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8742, loss_cls: 1.2649, loss: 1.2649, grad_norm: 8.6857 2020-08-13 08:14:04,914 - mmaction - INFO - Epoch [251][440/3757] lr: 1.355e-04, eta: 5:12:35, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.3101, loss: 1.3101, grad_norm: 9.1213 2020-08-13 08:14:20,660 - mmaction - INFO - Epoch [251][460/3757] lr: 1.355e-04, eta: 5:12:18, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8617, loss_cls: 1.2976, loss: 1.2976, grad_norm: 8.7747 2020-08-13 08:14:36,498 - mmaction - INFO - Epoch [251][480/3757] lr: 1.355e-04, eta: 5:12:00, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8609, loss_cls: 1.2990, loss: 1.2990, grad_norm: 8.5838 2020-08-13 08:14:52,314 - mmaction - INFO - Epoch [251][500/3757] lr: 1.355e-04, eta: 5:11:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8641, loss_cls: 1.3133, loss: 1.3133, grad_norm: 8.8620 2020-08-13 08:15:08,077 - mmaction - INFO - Epoch [251][520/3757] lr: 1.355e-04, eta: 5:11:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8555, loss_cls: 1.3459, loss: 1.3459, grad_norm: 8.9748 2020-08-13 08:15:23,839 - mmaction - INFO - Epoch [251][540/3757] lr: 1.355e-04, eta: 5:11:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.7008, top5_acc: 0.8688, loss_cls: 1.2411, loss: 1.2411, grad_norm: 8.6752 2020-08-13 08:15:39,646 - mmaction - INFO - Epoch [251][560/3757] lr: 1.355e-04, eta: 5:10:51, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8656, loss_cls: 1.2885, loss: 1.2885, grad_norm: 8.7475 2020-08-13 08:15:55,354 - mmaction - INFO - Epoch [251][580/3757] lr: 1.355e-04, eta: 5:10:33, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8617, loss_cls: 1.2911, loss: 1.2911, grad_norm: 8.7538 2020-08-13 08:16:11,101 - mmaction - INFO - Epoch [251][600/3757] lr: 1.355e-04, eta: 5:10:16, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8742, loss_cls: 1.2980, loss: 1.2980, grad_norm: 9.1138 2020-08-13 08:16:26,907 - mmaction - INFO - Epoch [251][620/3757] lr: 1.355e-04, eta: 5:09:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8672, loss_cls: 1.3041, loss: 1.3041, grad_norm: 8.9835 2020-08-13 08:16:42,715 - mmaction - INFO - Epoch [251][640/3757] lr: 1.355e-04, eta: 5:09:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8680, loss_cls: 1.2818, loss: 1.2818, grad_norm: 8.7166 2020-08-13 08:16:58,485 - mmaction - INFO - Epoch [251][660/3757] lr: 1.355e-04, eta: 5:09:24, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8680, loss_cls: 1.2716, loss: 1.2716, grad_norm: 8.6658 2020-08-13 08:17:14,310 - mmaction - INFO - Epoch [251][680/3757] lr: 1.355e-04, eta: 5:09:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.3012, loss: 1.3012, grad_norm: 8.9730 2020-08-13 08:17:30,122 - mmaction - INFO - Epoch [251][700/3757] lr: 1.355e-04, eta: 5:08:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8484, loss_cls: 1.3371, loss: 1.3371, grad_norm: 8.9534 2020-08-13 08:17:45,894 - mmaction - INFO - Epoch [251][720/3757] lr: 1.355e-04, eta: 5:08:32, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8617, loss_cls: 1.3064, loss: 1.3064, grad_norm: 8.5553 2020-08-13 08:18:01,671 - mmaction - INFO - Epoch [251][740/3757] lr: 1.355e-04, eta: 5:08:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8641, loss_cls: 1.3287, loss: 1.3287, grad_norm: 8.9687 2020-08-13 08:18:17,484 - mmaction - INFO - Epoch [251][760/3757] lr: 1.355e-04, eta: 5:07:57, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.2805, loss: 1.2805, grad_norm: 8.8142 2020-08-13 08:18:33,264 - mmaction - INFO - Epoch [251][780/3757] lr: 1.355e-04, eta: 5:07:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8578, loss_cls: 1.3788, loss: 1.3788, grad_norm: 9.4138 2020-08-13 08:18:48,989 - mmaction - INFO - Epoch [251][800/3757] lr: 1.355e-04, eta: 5:07:23, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8555, loss_cls: 1.3148, loss: 1.3148, grad_norm: 8.8951 2020-08-13 08:19:04,853 - mmaction - INFO - Epoch [251][820/3757] lr: 1.355e-04, eta: 5:07:05, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.7016, top5_acc: 0.8641, loss_cls: 1.2617, loss: 1.2617, grad_norm: 8.7293 2020-08-13 08:19:20,566 - mmaction - INFO - Epoch [251][840/3757] lr: 1.355e-04, eta: 5:06:48, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8789, loss_cls: 1.2716, loss: 1.2716, grad_norm: 8.9349 2020-08-13 08:19:36,368 - mmaction - INFO - Epoch [251][860/3757] lr: 1.355e-04, eta: 5:06:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8352, loss_cls: 1.4380, loss: 1.4380, grad_norm: 9.2115 2020-08-13 08:19:52,231 - mmaction - INFO - Epoch [251][880/3757] lr: 1.355e-04, eta: 5:06:13, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8695, loss_cls: 1.2749, loss: 1.2749, grad_norm: 8.6847 2020-08-13 08:20:08,079 - mmaction - INFO - Epoch [251][900/3757] lr: 1.355e-04, eta: 5:05:56, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8688, loss_cls: 1.2995, loss: 1.2995, grad_norm: 8.8292 2020-08-13 08:20:23,910 - mmaction - INFO - Epoch [251][920/3757] lr: 1.355e-04, eta: 5:05:39, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.7148, top5_acc: 0.8680, loss_cls: 1.2618, loss: 1.2618, grad_norm: 8.7820 2020-08-13 08:20:39,690 - mmaction - INFO - Epoch [251][940/3757] lr: 1.355e-04, eta: 5:05:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8562, loss_cls: 1.3441, loss: 1.3441, grad_norm: 8.8928 2020-08-13 08:20:55,497 - mmaction - INFO - Epoch [251][960/3757] lr: 1.355e-04, eta: 5:05:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8617, loss_cls: 1.2736, loss: 1.2736, grad_norm: 8.8014 2020-08-13 08:21:11,271 - mmaction - INFO - Epoch [251][980/3757] lr: 1.355e-04, eta: 5:04:47, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.7078, top5_acc: 0.8703, loss_cls: 1.2691, loss: 1.2691, grad_norm: 8.8683 2020-08-13 08:21:27,059 - mmaction - INFO - Epoch [251][1000/3757] lr: 1.355e-04, eta: 5:04:29, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2341, loss: 1.2341, grad_norm: 8.7345 2020-08-13 08:21:42,945 - mmaction - INFO - Epoch [251][1020/3757] lr: 1.355e-04, eta: 5:04:12, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.4281, loss: 1.4281, grad_norm: 9.1419 2020-08-13 08:21:58,754 - mmaction - INFO - Epoch [251][1040/3757] lr: 1.355e-04, eta: 5:03:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8562, loss_cls: 1.3199, loss: 1.3199, grad_norm: 8.9975 2020-08-13 08:22:14,555 - mmaction - INFO - Epoch [251][1060/3757] lr: 1.355e-04, eta: 5:03:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8508, loss_cls: 1.3198, loss: 1.3198, grad_norm: 9.0551 2020-08-13 08:22:30,360 - mmaction - INFO - Epoch [251][1080/3757] lr: 1.355e-04, eta: 5:03:20, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8688, loss_cls: 1.2625, loss: 1.2625, grad_norm: 8.7790 2020-08-13 08:22:46,148 - mmaction - INFO - Epoch [251][1100/3757] lr: 1.355e-04, eta: 5:03:03, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8672, loss_cls: 1.3045, loss: 1.3045, grad_norm: 8.9184 2020-08-13 08:23:01,972 - mmaction - INFO - Epoch [251][1120/3757] lr: 1.355e-04, eta: 5:02:45, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8438, loss_cls: 1.4173, loss: 1.4173, grad_norm: 9.3125 2020-08-13 08:23:17,769 - mmaction - INFO - Epoch [251][1140/3757] lr: 1.355e-04, eta: 5:02:28, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8594, loss_cls: 1.2804, loss: 1.2804, grad_norm: 8.8659 2020-08-13 08:23:33,542 - mmaction - INFO - Epoch [251][1160/3757] lr: 1.355e-04, eta: 5:02:11, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8523, loss_cls: 1.3509, loss: 1.3509, grad_norm: 9.0528 2020-08-13 08:23:49,363 - mmaction - INFO - Epoch [251][1180/3757] lr: 1.355e-04, eta: 5:01:53, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8688, loss_cls: 1.3266, loss: 1.3266, grad_norm: 9.1882 2020-08-13 08:24:05,222 - mmaction - INFO - Epoch [251][1200/3757] lr: 1.355e-04, eta: 5:01:36, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8656, loss_cls: 1.3480, loss: 1.3480, grad_norm: 9.1290 2020-08-13 08:24:21,024 - mmaction - INFO - Epoch [251][1220/3757] lr: 1.355e-04, eta: 5:01:19, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8664, loss_cls: 1.3076, loss: 1.3076, grad_norm: 9.0246 2020-08-13 08:24:36,843 - mmaction - INFO - Epoch [251][1240/3757] lr: 1.355e-04, eta: 5:01:02, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8555, loss_cls: 1.3370, loss: 1.3370, grad_norm: 9.1516 2020-08-13 08:24:52,643 - mmaction - INFO - Epoch [251][1260/3757] lr: 1.355e-04, eta: 5:00:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8594, loss_cls: 1.3348, loss: 1.3348, grad_norm: 8.8259 2020-08-13 08:25:08,438 - mmaction - INFO - Epoch [251][1280/3757] lr: 1.355e-04, eta: 5:00:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8648, loss_cls: 1.2908, loss: 1.2908, grad_norm: 8.7462 2020-08-13 08:25:24,321 - mmaction - INFO - Epoch [251][1300/3757] lr: 1.355e-04, eta: 5:00:10, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8664, loss_cls: 1.3231, loss: 1.3231, grad_norm: 8.9607 2020-08-13 08:25:40,081 - mmaction - INFO - Epoch [251][1320/3757] lr: 1.355e-04, eta: 4:59:52, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8797, loss_cls: 1.2300, loss: 1.2300, grad_norm: 8.7666 2020-08-13 08:25:55,874 - mmaction - INFO - Epoch [251][1340/3757] lr: 1.355e-04, eta: 4:59:35, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8617, loss_cls: 1.2738, loss: 1.2738, grad_norm: 8.7146 2020-08-13 08:26:11,643 - mmaction - INFO - Epoch [251][1360/3757] lr: 1.355e-04, eta: 4:59:18, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8648, loss_cls: 1.3445, loss: 1.3445, grad_norm: 8.9357 2020-08-13 08:26:27,436 - mmaction - INFO - Epoch [251][1380/3757] lr: 1.355e-04, eta: 4:59:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8531, loss_cls: 1.3302, loss: 1.3302, grad_norm: 8.6194 2020-08-13 08:26:43,212 - mmaction - INFO - Epoch [251][1400/3757] lr: 1.355e-04, eta: 4:58:43, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8609, loss_cls: 1.3074, loss: 1.3074, grad_norm: 8.7523 2020-08-13 08:26:58,995 - mmaction - INFO - Epoch [251][1420/3757] lr: 1.355e-04, eta: 4:58:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8648, loss_cls: 1.2844, loss: 1.2844, grad_norm: 8.7291 2020-08-13 08:27:14,822 - mmaction - INFO - Epoch [251][1440/3757] lr: 1.355e-04, eta: 4:58:08, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3518, loss: 1.3518, grad_norm: 8.7762 2020-08-13 08:27:30,566 - mmaction - INFO - Epoch [251][1460/3757] lr: 1.355e-04, eta: 4:57:51, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.7117, top5_acc: 0.8602, loss_cls: 1.2579, loss: 1.2579, grad_norm: 8.5829 2020-08-13 08:27:46,342 - mmaction - INFO - Epoch [251][1480/3757] lr: 1.355e-04, eta: 4:57:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8617, loss_cls: 1.2843, loss: 1.2843, grad_norm: 8.3741 2020-08-13 08:28:02,181 - mmaction - INFO - Epoch [251][1500/3757] lr: 1.355e-04, eta: 4:57:17, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8336, loss_cls: 1.4374, loss: 1.4374, grad_norm: 9.2089 2020-08-13 08:28:17,942 - mmaction - INFO - Epoch [251][1520/3757] lr: 1.355e-04, eta: 4:56:59, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8586, loss_cls: 1.2743, loss: 1.2743, grad_norm: 8.7256 2020-08-13 08:28:33,699 - mmaction - INFO - Epoch [251][1540/3757] lr: 1.355e-04, eta: 4:56:42, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8570, loss_cls: 1.3204, loss: 1.3204, grad_norm: 8.8360 2020-08-13 08:28:49,471 - mmaction - INFO - Epoch [251][1560/3757] lr: 1.355e-04, eta: 4:56:25, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8609, loss_cls: 1.3042, loss: 1.3042, grad_norm: 9.1272 2020-08-13 08:29:05,302 - mmaction - INFO - Epoch [251][1580/3757] lr: 1.355e-04, eta: 4:56:07, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8500, loss_cls: 1.3887, loss: 1.3887, grad_norm: 9.2256 2020-08-13 08:29:21,062 - mmaction - INFO - Epoch [251][1600/3757] lr: 1.355e-04, eta: 4:55:50, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8578, loss_cls: 1.3435, loss: 1.3435, grad_norm: 8.7626 2020-08-13 08:29:36,873 - mmaction - INFO - Epoch [251][1620/3757] lr: 1.355e-04, eta: 4:55:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8711, loss_cls: 1.2888, loss: 1.2888, grad_norm: 8.8656 2020-08-13 08:29:52,686 - mmaction - INFO - Epoch [251][1640/3757] lr: 1.355e-04, eta: 4:55:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8586, loss_cls: 1.3179, loss: 1.3179, grad_norm: 9.1592 2020-08-13 08:30:08,479 - mmaction - INFO - Epoch [251][1660/3757] lr: 1.355e-04, eta: 4:54:58, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8508, loss_cls: 1.3554, loss: 1.3554, grad_norm: 9.1137 2020-08-13 08:30:24,355 - mmaction - INFO - Epoch [251][1680/3757] lr: 1.355e-04, eta: 4:54:41, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8617, loss_cls: 1.3108, loss: 1.3108, grad_norm: 8.5308 2020-08-13 08:30:40,150 - mmaction - INFO - Epoch [251][1700/3757] lr: 1.355e-04, eta: 4:54:23, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.2414, loss: 1.2414, grad_norm: 8.6451 2020-08-13 08:30:55,883 - mmaction - INFO - Epoch [251][1720/3757] lr: 1.355e-04, eta: 4:54:06, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8656, loss_cls: 1.2379, loss: 1.2379, grad_norm: 8.7135 2020-08-13 08:31:11,637 - mmaction - INFO - Epoch [251][1740/3757] lr: 1.355e-04, eta: 4:53:49, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.7086, top5_acc: 0.8641, loss_cls: 1.2692, loss: 1.2692, grad_norm: 8.8002 2020-08-13 08:31:27,499 - mmaction - INFO - Epoch [251][1760/3757] lr: 1.355e-04, eta: 4:53:32, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8727, loss_cls: 1.2823, loss: 1.2823, grad_norm: 8.8190 2020-08-13 08:31:43,250 - mmaction - INFO - Epoch [251][1780/3757] lr: 1.355e-04, eta: 4:53:14, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.3844, loss: 1.3844, grad_norm: 9.3221 2020-08-13 08:31:59,075 - mmaction - INFO - Epoch [251][1800/3757] lr: 1.355e-04, eta: 4:52:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8531, loss_cls: 1.3437, loss: 1.3437, grad_norm: 8.8978 2020-08-13 08:32:14,854 - mmaction - INFO - Epoch [251][1820/3757] lr: 1.355e-04, eta: 4:52:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8555, loss_cls: 1.3092, loss: 1.3092, grad_norm: 8.9855 2020-08-13 08:32:30,577 - mmaction - INFO - Epoch [251][1840/3757] lr: 1.355e-04, eta: 4:52:22, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8641, loss_cls: 1.3291, loss: 1.3291, grad_norm: 8.8184 2020-08-13 08:32:46,407 - mmaction - INFO - Epoch [251][1860/3757] lr: 1.355e-04, eta: 4:52:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8633, loss_cls: 1.3151, loss: 1.3151, grad_norm: 8.8326 2020-08-13 08:33:02,161 - mmaction - INFO - Epoch [251][1880/3757] lr: 1.355e-04, eta: 4:51:48, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8609, loss_cls: 1.2823, loss: 1.2823, grad_norm: 8.5453 2020-08-13 08:33:17,870 - mmaction - INFO - Epoch [251][1900/3757] lr: 1.355e-04, eta: 4:51:30, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8727, loss_cls: 1.2696, loss: 1.2696, grad_norm: 8.8829 2020-08-13 08:33:33,637 - mmaction - INFO - Epoch [251][1920/3757] lr: 1.355e-04, eta: 4:51:13, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8430, loss_cls: 1.3676, loss: 1.3676, grad_norm: 9.1256 2020-08-13 08:33:49,441 - mmaction - INFO - Epoch [251][1940/3757] lr: 1.355e-04, eta: 4:50:56, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.2395, loss: 1.2395, grad_norm: 8.5262 2020-08-13 08:34:05,224 - mmaction - INFO - Epoch [251][1960/3757] lr: 1.355e-04, eta: 4:50:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8641, loss_cls: 1.3212, loss: 1.3212, grad_norm: 8.5896 2020-08-13 08:34:21,046 - mmaction - INFO - Epoch [251][1980/3757] lr: 1.355e-04, eta: 4:50:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8641, loss_cls: 1.2702, loss: 1.2702, grad_norm: 8.7742 2020-08-13 08:34:36,910 - mmaction - INFO - Epoch [251][2000/3757] lr: 1.355e-04, eta: 4:50:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8422, loss_cls: 1.3999, loss: 1.3999, grad_norm: 9.3056 2020-08-13 08:34:52,666 - mmaction - INFO - Epoch [251][2020/3757] lr: 1.355e-04, eta: 4:49:47, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6531, top5_acc: 0.8586, loss_cls: 1.3960, loss: 1.3960, grad_norm: 9.5516 2020-08-13 08:35:08,426 - mmaction - INFO - Epoch [251][2040/3757] lr: 1.355e-04, eta: 4:49:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8594, loss_cls: 1.3253, loss: 1.3253, grad_norm: 8.9049 2020-08-13 08:35:24,213 - mmaction - INFO - Epoch [251][2060/3757] lr: 1.355e-04, eta: 4:49:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8570, loss_cls: 1.3278, loss: 1.3278, grad_norm: 8.9724 2020-08-13 08:35:40,008 - mmaction - INFO - Epoch [251][2080/3757] lr: 1.355e-04, eta: 4:48:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.7102, top5_acc: 0.8664, loss_cls: 1.2174, loss: 1.2174, grad_norm: 8.6353 2020-08-13 08:35:55,793 - mmaction - INFO - Epoch [251][2100/3757] lr: 1.355e-04, eta: 4:48:38, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8562, loss_cls: 1.3092, loss: 1.3092, grad_norm: 8.6095 2020-08-13 08:36:11,586 - mmaction - INFO - Epoch [251][2120/3757] lr: 1.355e-04, eta: 4:48:20, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.2999, loss: 1.2999, grad_norm: 8.8979 2020-08-13 08:36:27,357 - mmaction - INFO - Epoch [251][2140/3757] lr: 1.355e-04, eta: 4:48:03, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.4025, loss: 1.4025, grad_norm: 9.0533 2020-08-13 08:36:43,122 - mmaction - INFO - Epoch [251][2160/3757] lr: 1.355e-04, eta: 4:47:46, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8734, loss_cls: 1.2396, loss: 1.2396, grad_norm: 8.7452 2020-08-13 08:36:58,960 - mmaction - INFO - Epoch [251][2180/3757] lr: 1.355e-04, eta: 4:47:29, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.7000, top5_acc: 0.8594, loss_cls: 1.2942, loss: 1.2942, grad_norm: 8.8745 2020-08-13 08:37:14,759 - mmaction - INFO - Epoch [251][2200/3757] lr: 1.355e-04, eta: 4:47:11, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2768, loss: 1.2768, grad_norm: 8.7539 2020-08-13 08:37:30,578 - mmaction - INFO - Epoch [251][2220/3757] lr: 1.355e-04, eta: 4:46:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8422, loss_cls: 1.3831, loss: 1.3831, grad_norm: 8.9547 2020-08-13 08:37:46,357 - mmaction - INFO - Epoch [251][2240/3757] lr: 1.355e-04, eta: 4:46:37, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.7078, top5_acc: 0.8648, loss_cls: 1.2427, loss: 1.2427, grad_norm: 8.6103 2020-08-13 08:38:02,144 - mmaction - INFO - Epoch [251][2260/3757] lr: 1.355e-04, eta: 4:46:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8594, loss_cls: 1.3042, loss: 1.3042, grad_norm: 8.7748 2020-08-13 08:38:17,964 - mmaction - INFO - Epoch [251][2280/3757] lr: 1.355e-04, eta: 4:46:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8609, loss_cls: 1.2883, loss: 1.2883, grad_norm: 8.8328 2020-08-13 08:38:33,831 - mmaction - INFO - Epoch [251][2300/3757] lr: 1.355e-04, eta: 4:45:45, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8664, loss_cls: 1.2899, loss: 1.2899, grad_norm: 8.7033 2020-08-13 08:38:49,662 - mmaction - INFO - Epoch [251][2320/3757] lr: 1.355e-04, eta: 4:45:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8688, loss_cls: 1.2917, loss: 1.2917, grad_norm: 8.7387 2020-08-13 08:39:05,523 - mmaction - INFO - Epoch [251][2340/3757] lr: 1.355e-04, eta: 4:45:10, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8633, loss_cls: 1.3489, loss: 1.3489, grad_norm: 8.7043 2020-08-13 08:39:21,310 - mmaction - INFO - Epoch [251][2360/3757] lr: 1.355e-04, eta: 4:44:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8688, loss_cls: 1.3013, loss: 1.3013, grad_norm: 8.8851 2020-08-13 08:39:37,085 - mmaction - INFO - Epoch [251][2380/3757] lr: 1.355e-04, eta: 4:44:36, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8664, loss_cls: 1.2803, loss: 1.2803, grad_norm: 8.7806 2020-08-13 08:39:52,881 - mmaction - INFO - Epoch [251][2400/3757] lr: 1.355e-04, eta: 4:44:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8641, loss_cls: 1.2888, loss: 1.2888, grad_norm: 8.9113 2020-08-13 08:40:08,662 - mmaction - INFO - Epoch [251][2420/3757] lr: 1.355e-04, eta: 4:44:01, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.3295, loss: 1.3295, grad_norm: 9.0513 2020-08-13 08:40:24,483 - mmaction - INFO - Epoch [251][2440/3757] lr: 1.355e-04, eta: 4:43:44, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8688, loss_cls: 1.2640, loss: 1.2640, grad_norm: 8.5761 2020-08-13 08:40:40,277 - mmaction - INFO - Epoch [251][2460/3757] lr: 1.355e-04, eta: 4:43:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8531, loss_cls: 1.3388, loss: 1.3388, grad_norm: 8.8208 2020-08-13 08:40:56,036 - mmaction - INFO - Epoch [251][2480/3757] lr: 1.355e-04, eta: 4:43:09, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8461, loss_cls: 1.3720, loss: 1.3720, grad_norm: 9.0437 2020-08-13 08:41:11,803 - mmaction - INFO - Epoch [251][2500/3757] lr: 1.355e-04, eta: 4:42:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3299, loss: 1.3299, grad_norm: 9.0710 2020-08-13 08:41:27,591 - mmaction - INFO - Epoch [251][2520/3757] lr: 1.355e-04, eta: 4:42:35, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8609, loss_cls: 1.3573, loss: 1.3573, grad_norm: 8.8412 2020-08-13 08:41:43,370 - mmaction - INFO - Epoch [251][2540/3757] lr: 1.355e-04, eta: 4:42:18, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.2288, loss: 1.2288, grad_norm: 8.5772 2020-08-13 08:41:59,147 - mmaction - INFO - Epoch [251][2560/3757] lr: 1.355e-04, eta: 4:42:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8602, loss_cls: 1.2909, loss: 1.2909, grad_norm: 8.7107 2020-08-13 08:42:14,932 - mmaction - INFO - Epoch [251][2580/3757] lr: 1.355e-04, eta: 4:41:43, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8594, loss_cls: 1.2858, loss: 1.2858, grad_norm: 9.0010 2020-08-13 08:42:30,797 - mmaction - INFO - Epoch [251][2600/3757] lr: 1.355e-04, eta: 4:41:26, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8617, loss_cls: 1.3162, loss: 1.3162, grad_norm: 8.7705 2020-08-13 08:42:46,604 - mmaction - INFO - Epoch [251][2620/3757] lr: 1.355e-04, eta: 4:41:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8602, loss_cls: 1.2894, loss: 1.2894, grad_norm: 8.7016 2020-08-13 08:43:02,342 - mmaction - INFO - Epoch [251][2640/3757] lr: 1.355e-04, eta: 4:40:51, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8438, loss_cls: 1.3522, loss: 1.3522, grad_norm: 8.7673 2020-08-13 08:43:18,166 - mmaction - INFO - Epoch [251][2660/3757] lr: 1.355e-04, eta: 4:40:34, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2275, loss: 1.2275, grad_norm: 8.3552 2020-08-13 08:43:33,991 - mmaction - INFO - Epoch [251][2680/3757] lr: 1.355e-04, eta: 4:40:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8570, loss_cls: 1.3406, loss: 1.3406, grad_norm: 8.9734 2020-08-13 08:43:49,854 - mmaction - INFO - Epoch [251][2700/3757] lr: 1.355e-04, eta: 4:40:00, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8750, loss_cls: 1.2943, loss: 1.2943, grad_norm: 8.9693 2020-08-13 08:44:05,545 - mmaction - INFO - Epoch [251][2720/3757] lr: 1.355e-04, eta: 4:39:42, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8516, loss_cls: 1.3671, loss: 1.3671, grad_norm: 9.1322 2020-08-13 08:44:21,405 - mmaction - INFO - Epoch [251][2740/3757] lr: 1.355e-04, eta: 4:39:25, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8547, loss_cls: 1.2935, loss: 1.2935, grad_norm: 8.7826 2020-08-13 08:44:37,173 - mmaction - INFO - Epoch [251][2760/3757] lr: 1.355e-04, eta: 4:39:08, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8602, loss_cls: 1.2996, loss: 1.2996, grad_norm: 8.6573 2020-08-13 08:44:52,988 - mmaction - INFO - Epoch [251][2780/3757] lr: 1.355e-04, eta: 4:38:51, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8695, loss_cls: 1.3041, loss: 1.3041, grad_norm: 8.9811 2020-08-13 08:45:08,857 - mmaction - INFO - Epoch [251][2800/3757] lr: 1.355e-04, eta: 4:38:33, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.7008, top5_acc: 0.8578, loss_cls: 1.2808, loss: 1.2808, grad_norm: 8.9010 2020-08-13 08:45:24,628 - mmaction - INFO - Epoch [251][2820/3757] lr: 1.355e-04, eta: 4:38:16, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8602, loss_cls: 1.2620, loss: 1.2620, grad_norm: 8.6046 2020-08-13 08:45:40,495 - mmaction - INFO - Epoch [251][2840/3757] lr: 1.355e-04, eta: 4:37:59, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8453, loss_cls: 1.3183, loss: 1.3183, grad_norm: 8.6013 2020-08-13 08:45:56,293 - mmaction - INFO - Epoch [251][2860/3757] lr: 1.355e-04, eta: 4:37:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8539, loss_cls: 1.3185, loss: 1.3185, grad_norm: 8.8824 2020-08-13 08:46:12,202 - mmaction - INFO - Epoch [251][2880/3757] lr: 1.355e-04, eta: 4:37:24, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8461, loss_cls: 1.4311, loss: 1.4311, grad_norm: 9.1002 2020-08-13 08:46:27,828 - mmaction - INFO - Epoch [251][2900/3757] lr: 1.355e-04, eta: 4:37:07, time: 0.781, data_time: 0.001, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.3392, loss: 1.3392, grad_norm: 8.9583 2020-08-13 08:46:43,659 - mmaction - INFO - Epoch [251][2920/3757] lr: 1.355e-04, eta: 4:36:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8664, loss_cls: 1.2680, loss: 1.2680, grad_norm: 8.7042 2020-08-13 08:46:59,440 - mmaction - INFO - Epoch [251][2940/3757] lr: 1.355e-04, eta: 4:36:33, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4077, loss: 1.4077, grad_norm: 9.0919 2020-08-13 08:47:15,207 - mmaction - INFO - Epoch [251][2960/3757] lr: 1.355e-04, eta: 4:36:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8555, loss_cls: 1.2989, loss: 1.2989, grad_norm: 8.5011 2020-08-13 08:47:30,965 - mmaction - INFO - Epoch [251][2980/3757] lr: 1.355e-04, eta: 4:35:58, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8688, loss_cls: 1.2327, loss: 1.2327, grad_norm: 8.7525 2020-08-13 08:47:46,719 - mmaction - INFO - Epoch [251][3000/3757] lr: 1.355e-04, eta: 4:35:41, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6422, top5_acc: 0.8422, loss_cls: 1.4448, loss: 1.4448, grad_norm: 9.2127 2020-08-13 08:48:02,542 - mmaction - INFO - Epoch [251][3020/3757] lr: 1.355e-04, eta: 4:35:24, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8562, loss_cls: 1.2907, loss: 1.2907, grad_norm: 8.8859 2020-08-13 08:48:18,326 - mmaction - INFO - Epoch [251][3040/3757] lr: 1.355e-04, eta: 4:35:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8578, loss_cls: 1.3287, loss: 1.3287, grad_norm: 8.8791 2020-08-13 08:48:34,071 - mmaction - INFO - Epoch [251][3060/3757] lr: 1.355e-04, eta: 4:34:49, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2442, loss: 1.2442, grad_norm: 8.7441 2020-08-13 08:48:49,826 - mmaction - INFO - Epoch [251][3080/3757] lr: 1.355e-04, eta: 4:34:32, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8641, loss_cls: 1.3301, loss: 1.3301, grad_norm: 8.7580 2020-08-13 08:49:05,604 - mmaction - INFO - Epoch [251][3100/3757] lr: 1.355e-04, eta: 4:34:15, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8539, loss_cls: 1.3331, loss: 1.3331, grad_norm: 8.8451 2020-08-13 08:49:21,352 - mmaction - INFO - Epoch [251][3120/3757] lr: 1.355e-04, eta: 4:33:57, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8812, loss_cls: 1.2740, loss: 1.2740, grad_norm: 8.6778 2020-08-13 08:49:37,114 - mmaction - INFO - Epoch [251][3140/3757] lr: 1.355e-04, eta: 4:33:40, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8453, loss_cls: 1.3671, loss: 1.3671, grad_norm: 8.9671 2020-08-13 08:49:52,881 - mmaction - INFO - Epoch [251][3160/3757] lr: 1.355e-04, eta: 4:33:23, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3654, loss: 1.3654, grad_norm: 9.1350 2020-08-13 08:50:08,653 - mmaction - INFO - Epoch [251][3180/3757] lr: 1.355e-04, eta: 4:33:06, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8445, loss_cls: 1.3737, loss: 1.3737, grad_norm: 9.0549 2020-08-13 08:50:24,434 - mmaction - INFO - Epoch [251][3200/3757] lr: 1.355e-04, eta: 4:32:48, time: 0.789, data_time: 0.007, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8531, loss_cls: 1.3423, loss: 1.3423, grad_norm: 8.8889 2020-08-13 08:50:40,220 - mmaction - INFO - Epoch [251][3220/3757] lr: 1.355e-04, eta: 4:32:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8523, loss_cls: 1.3852, loss: 1.3852, grad_norm: 9.0165 2020-08-13 08:50:55,990 - mmaction - INFO - Epoch [251][3240/3757] lr: 1.355e-04, eta: 4:32:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8617, loss_cls: 1.3148, loss: 1.3148, grad_norm: 9.1787 2020-08-13 08:51:11,788 - mmaction - INFO - Epoch [251][3260/3757] lr: 1.355e-04, eta: 4:31:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8664, loss_cls: 1.3032, loss: 1.3032, grad_norm: 8.7407 2020-08-13 08:51:27,582 - mmaction - INFO - Epoch [251][3280/3757] lr: 1.355e-04, eta: 4:31:40, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8719, loss_cls: 1.2928, loss: 1.2928, grad_norm: 8.7675 2020-08-13 08:51:43,355 - mmaction - INFO - Epoch [251][3300/3757] lr: 1.355e-04, eta: 4:31:22, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8695, loss_cls: 1.2956, loss: 1.2956, grad_norm: 8.7499 2020-08-13 08:51:59,180 - mmaction - INFO - Epoch [251][3320/3757] lr: 1.355e-04, eta: 4:31:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.7023, top5_acc: 0.8734, loss_cls: 1.2238, loss: 1.2238, grad_norm: 8.5341 2020-08-13 08:52:14,954 - mmaction - INFO - Epoch [251][3340/3757] lr: 1.355e-04, eta: 4:30:48, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8586, loss_cls: 1.2993, loss: 1.2993, grad_norm: 8.7524 2020-08-13 08:52:30,767 - mmaction - INFO - Epoch [251][3360/3757] lr: 1.355e-04, eta: 4:30:31, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8539, loss_cls: 1.3536, loss: 1.3536, grad_norm: 8.9911 2020-08-13 08:52:46,640 - mmaction - INFO - Epoch [251][3380/3757] lr: 1.355e-04, eta: 4:30:13, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8469, loss_cls: 1.3429, loss: 1.3429, grad_norm: 8.7837 2020-08-13 08:53:02,342 - mmaction - INFO - Epoch [251][3400/3757] lr: 1.355e-04, eta: 4:29:56, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.3341, loss: 1.3341, grad_norm: 8.7740 2020-08-13 08:53:18,167 - mmaction - INFO - Epoch [251][3420/3757] lr: 1.355e-04, eta: 4:29:39, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2589, loss: 1.2589, grad_norm: 8.8779 2020-08-13 08:53:34,007 - mmaction - INFO - Epoch [251][3440/3757] lr: 1.355e-04, eta: 4:29:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.3320, loss: 1.3320, grad_norm: 9.0944 2020-08-13 08:53:49,790 - mmaction - INFO - Epoch [251][3460/3757] lr: 1.355e-04, eta: 4:29:04, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8703, loss_cls: 1.2327, loss: 1.2327, grad_norm: 8.7156 2020-08-13 08:54:05,605 - mmaction - INFO - Epoch [251][3480/3757] lr: 1.355e-04, eta: 4:28:47, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.7164, top5_acc: 0.8758, loss_cls: 1.2139, loss: 1.2139, grad_norm: 8.5430 2020-08-13 08:54:21,369 - mmaction - INFO - Epoch [251][3500/3757] lr: 1.355e-04, eta: 4:28:30, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.2844, loss: 1.2844, grad_norm: 8.8725 2020-08-13 08:54:37,153 - mmaction - INFO - Epoch [251][3520/3757] lr: 1.355e-04, eta: 4:28:13, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8539, loss_cls: 1.3399, loss: 1.3399, grad_norm: 9.0776 2020-08-13 08:54:52,910 - mmaction - INFO - Epoch [251][3540/3757] lr: 1.355e-04, eta: 4:27:56, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8547, loss_cls: 1.3199, loss: 1.3199, grad_norm: 9.0600 2020-08-13 08:55:08,665 - mmaction - INFO - Epoch [251][3560/3757] lr: 1.355e-04, eta: 4:27:38, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6539, top5_acc: 0.8453, loss_cls: 1.3994, loss: 1.3994, grad_norm: 8.8641 2020-08-13 08:55:24,409 - mmaction - INFO - Epoch [251][3580/3757] lr: 1.355e-04, eta: 4:27:21, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.3920, loss: 1.3920, grad_norm: 9.1437 2020-08-13 08:55:40,204 - mmaction - INFO - Epoch [251][3600/3757] lr: 1.355e-04, eta: 4:27:04, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8625, loss_cls: 1.2668, loss: 1.2668, grad_norm: 8.6068 2020-08-13 08:55:56,017 - mmaction - INFO - Epoch [251][3620/3757] lr: 1.355e-04, eta: 4:26:47, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8516, loss_cls: 1.3313, loss: 1.3313, grad_norm: 8.8988 2020-08-13 08:56:11,816 - mmaction - INFO - Epoch [251][3640/3757] lr: 1.355e-04, eta: 4:26:29, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8430, loss_cls: 1.4204, loss: 1.4204, grad_norm: 9.1319 2020-08-13 08:56:27,578 - mmaction - INFO - Epoch [251][3660/3757] lr: 1.355e-04, eta: 4:26:12, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8578, loss_cls: 1.3322, loss: 1.3322, grad_norm: 8.8414 2020-08-13 08:56:43,464 - mmaction - INFO - Epoch [251][3680/3757] lr: 1.355e-04, eta: 4:25:55, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8648, loss_cls: 1.3079, loss: 1.3079, grad_norm: 8.9962 2020-08-13 08:56:59,187 - mmaction - INFO - Epoch [251][3700/3757] lr: 1.355e-04, eta: 4:25:38, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8695, loss_cls: 1.3023, loss: 1.3023, grad_norm: 9.0304 2020-08-13 08:57:14,971 - mmaction - INFO - Epoch [251][3720/3757] lr: 1.355e-04, eta: 4:25:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8562, loss_cls: 1.3630, loss: 1.3630, grad_norm: 8.9923 2020-08-13 08:57:30,781 - mmaction - INFO - Epoch [251][3740/3757] lr: 1.355e-04, eta: 4:25:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8508, loss_cls: 1.4065, loss: 1.4065, grad_norm: 9.0264 2020-08-13 09:00:30,150 - mmaction - INFO - Epoch [252][20/3757] lr: 9.409e-05, eta: 4:25:05, time: 7.864, data_time: 6.963, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.3163, loss: 1.3163, grad_norm: 8.8362 2020-08-13 09:00:47,069 - mmaction - INFO - Epoch [252][40/3757] lr: 9.409e-05, eta: 4:24:48, time: 0.862, data_time: 0.069, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.3050, loss: 1.3050, grad_norm: 8.9965 2020-08-13 09:01:02,799 - mmaction - INFO - Epoch [252][60/3757] lr: 9.409e-05, eta: 4:24:31, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8617, loss_cls: 1.3102, loss: 1.3102, grad_norm: 9.1443 2020-08-13 09:01:18,625 - mmaction - INFO - Epoch [252][80/3757] lr: 9.409e-05, eta: 4:24:14, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.3072, loss: 1.3072, grad_norm: 8.9269 2020-08-13 09:01:34,336 - mmaction - INFO - Epoch [252][100/3757] lr: 9.409e-05, eta: 4:23:57, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8641, loss_cls: 1.2820, loss: 1.2820, grad_norm: 8.6069 2020-08-13 09:01:50,116 - mmaction - INFO - Epoch [252][120/3757] lr: 9.409e-05, eta: 4:23:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8500, loss_cls: 1.3379, loss: 1.3379, grad_norm: 8.7452 2020-08-13 09:02:05,963 - mmaction - INFO - Epoch [252][140/3757] lr: 9.409e-05, eta: 4:23:22, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8617, loss_cls: 1.2541, loss: 1.2541, grad_norm: 8.6378 2020-08-13 09:02:21,648 - mmaction - INFO - Epoch [252][160/3757] lr: 9.409e-05, eta: 4:23:05, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.3517, loss: 1.3517, grad_norm: 9.0675 2020-08-13 09:02:37,399 - mmaction - INFO - Epoch [252][180/3757] lr: 9.409e-05, eta: 4:22:47, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8805, loss_cls: 1.2553, loss: 1.2553, grad_norm: 8.6635 2020-08-13 09:02:53,277 - mmaction - INFO - Epoch [252][200/3757] lr: 9.409e-05, eta: 4:22:30, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1778, loss: 1.1778, grad_norm: 8.5944 2020-08-13 09:03:08,983 - mmaction - INFO - Epoch [252][220/3757] lr: 9.409e-05, eta: 4:22:13, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.7125, top5_acc: 0.8781, loss_cls: 1.2369, loss: 1.2369, grad_norm: 8.5106 2020-08-13 09:03:24,861 - mmaction - INFO - Epoch [252][240/3757] lr: 9.409e-05, eta: 4:21:56, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8539, loss_cls: 1.4021, loss: 1.4021, grad_norm: 9.2692 2020-08-13 09:03:40,699 - mmaction - INFO - Epoch [252][260/3757] lr: 9.409e-05, eta: 4:21:39, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8648, loss_cls: 1.3091, loss: 1.3091, grad_norm: 9.1388 2020-08-13 09:03:56,585 - mmaction - INFO - Epoch [252][280/3757] lr: 9.409e-05, eta: 4:21:21, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8562, loss_cls: 1.3359, loss: 1.3359, grad_norm: 8.8141 2020-08-13 09:04:12,341 - mmaction - INFO - Epoch [252][300/3757] lr: 9.409e-05, eta: 4:21:04, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8609, loss_cls: 1.3097, loss: 1.3097, grad_norm: 8.8730 2020-08-13 09:04:28,086 - mmaction - INFO - Epoch [252][320/3757] lr: 9.409e-05, eta: 4:20:47, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8781, loss_cls: 1.2456, loss: 1.2456, grad_norm: 8.7582 2020-08-13 09:04:43,878 - mmaction - INFO - Epoch [252][340/3757] lr: 9.409e-05, eta: 4:20:30, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.3567, loss: 1.3567, grad_norm: 9.1180 2020-08-13 09:04:59,735 - mmaction - INFO - Epoch [252][360/3757] lr: 9.409e-05, eta: 4:20:12, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8617, loss_cls: 1.3051, loss: 1.3051, grad_norm: 8.8051 2020-08-13 09:05:15,544 - mmaction - INFO - Epoch [252][380/3757] lr: 9.409e-05, eta: 4:19:55, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8570, loss_cls: 1.3080, loss: 1.3080, grad_norm: 8.7073 2020-08-13 09:05:31,294 - mmaction - INFO - Epoch [252][400/3757] lr: 9.409e-05, eta: 4:19:38, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8617, loss_cls: 1.3331, loss: 1.3331, grad_norm: 9.2166 2020-08-13 09:05:47,047 - mmaction - INFO - Epoch [252][420/3757] lr: 9.409e-05, eta: 4:19:21, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8484, loss_cls: 1.3292, loss: 1.3292, grad_norm: 8.5225 2020-08-13 09:06:02,884 - mmaction - INFO - Epoch [252][440/3757] lr: 9.409e-05, eta: 4:19:03, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.3640, loss: 1.3640, grad_norm: 8.9762 2020-08-13 09:06:18,676 - mmaction - INFO - Epoch [252][460/3757] lr: 9.409e-05, eta: 4:18:46, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.2324, loss: 1.2324, grad_norm: 8.6821 2020-08-13 09:06:34,498 - mmaction - INFO - Epoch [252][480/3757] lr: 9.409e-05, eta: 4:18:29, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8672, loss_cls: 1.3232, loss: 1.3232, grad_norm: 9.3321 2020-08-13 09:06:50,318 - mmaction - INFO - Epoch [252][500/3757] lr: 9.409e-05, eta: 4:18:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8656, loss_cls: 1.2744, loss: 1.2744, grad_norm: 8.6766 2020-08-13 09:07:06,118 - mmaction - INFO - Epoch [252][520/3757] lr: 9.409e-05, eta: 4:17:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.2691, loss: 1.2691, grad_norm: 8.7680 2020-08-13 09:07:21,906 - mmaction - INFO - Epoch [252][540/3757] lr: 9.409e-05, eta: 4:17:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8688, loss_cls: 1.2514, loss: 1.2514, grad_norm: 8.4413 2020-08-13 09:07:37,637 - mmaction - INFO - Epoch [252][560/3757] lr: 9.409e-05, eta: 4:17:20, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8586, loss_cls: 1.3086, loss: 1.3086, grad_norm: 8.9895 2020-08-13 09:07:53,452 - mmaction - INFO - Epoch [252][580/3757] lr: 9.409e-05, eta: 4:17:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.3167, loss: 1.3167, grad_norm: 8.8678 2020-08-13 09:08:09,217 - mmaction - INFO - Epoch [252][600/3757] lr: 9.409e-05, eta: 4:16:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8680, loss_cls: 1.3006, loss: 1.3006, grad_norm: 8.9985 2020-08-13 09:08:24,967 - mmaction - INFO - Epoch [252][620/3757] lr: 9.409e-05, eta: 4:16:28, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8688, loss_cls: 1.2667, loss: 1.2667, grad_norm: 8.6876 2020-08-13 09:08:40,769 - mmaction - INFO - Epoch [252][640/3757] lr: 9.409e-05, eta: 4:16:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8531, loss_cls: 1.3070, loss: 1.3070, grad_norm: 8.7281 2020-08-13 09:08:56,613 - mmaction - INFO - Epoch [252][660/3757] lr: 9.409e-05, eta: 4:15:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8688, loss_cls: 1.3025, loss: 1.3025, grad_norm: 9.0531 2020-08-13 09:09:12,355 - mmaction - INFO - Epoch [252][680/3757] lr: 9.409e-05, eta: 4:15:36, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8445, loss_cls: 1.3993, loss: 1.3993, grad_norm: 9.0290 2020-08-13 09:09:28,079 - mmaction - INFO - Epoch [252][700/3757] lr: 9.409e-05, eta: 4:15:19, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8539, loss_cls: 1.3401, loss: 1.3401, grad_norm: 8.7496 2020-08-13 09:09:43,841 - mmaction - INFO - Epoch [252][720/3757] lr: 9.409e-05, eta: 4:15:02, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8578, loss_cls: 1.3196, loss: 1.3196, grad_norm: 8.6942 2020-08-13 09:09:59,592 - mmaction - INFO - Epoch [252][740/3757] lr: 9.409e-05, eta: 4:14:45, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.7078, top5_acc: 0.8758, loss_cls: 1.2612, loss: 1.2612, grad_norm: 8.8835 2020-08-13 09:10:15,433 - mmaction - INFO - Epoch [252][760/3757] lr: 9.409e-05, eta: 4:14:28, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8594, loss_cls: 1.3129, loss: 1.3129, grad_norm: 8.6694 2020-08-13 09:10:31,249 - mmaction - INFO - Epoch [252][780/3757] lr: 9.409e-05, eta: 4:14:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8320, loss_cls: 1.4297, loss: 1.4297, grad_norm: 9.0140 2020-08-13 09:10:46,958 - mmaction - INFO - Epoch [252][800/3757] lr: 9.409e-05, eta: 4:13:53, time: 0.785, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8523, loss_cls: 1.3467, loss: 1.3467, grad_norm: 9.2191 2020-08-13 09:11:02,803 - mmaction - INFO - Epoch [252][820/3757] lr: 9.409e-05, eta: 4:13:36, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8500, loss_cls: 1.3970, loss: 1.3970, grad_norm: 9.2405 2020-08-13 09:11:18,631 - mmaction - INFO - Epoch [252][840/3757] lr: 9.409e-05, eta: 4:13:19, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8711, loss_cls: 1.2899, loss: 1.2899, grad_norm: 8.8459 2020-08-13 09:11:34,383 - mmaction - INFO - Epoch [252][860/3757] lr: 9.409e-05, eta: 4:13:01, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8586, loss_cls: 1.3032, loss: 1.3032, grad_norm: 8.9362 2020-08-13 09:11:50,185 - mmaction - INFO - Epoch [252][880/3757] lr: 9.409e-05, eta: 4:12:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3326, loss: 1.3326, grad_norm: 8.7698 2020-08-13 09:12:05,983 - mmaction - INFO - Epoch [252][900/3757] lr: 9.409e-05, eta: 4:12:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8594, loss_cls: 1.3312, loss: 1.3312, grad_norm: 8.7816 2020-08-13 09:12:21,867 - mmaction - INFO - Epoch [252][920/3757] lr: 9.409e-05, eta: 4:12:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8688, loss_cls: 1.2584, loss: 1.2584, grad_norm: 8.9274 2020-08-13 09:12:37,588 - mmaction - INFO - Epoch [252][940/3757] lr: 9.409e-05, eta: 4:11:53, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8711, loss_cls: 1.2784, loss: 1.2784, grad_norm: 8.7309 2020-08-13 09:12:53,434 - mmaction - INFO - Epoch [252][960/3757] lr: 9.409e-05, eta: 4:11:35, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8625, loss_cls: 1.2974, loss: 1.2974, grad_norm: 8.9080 2020-08-13 09:13:09,205 - mmaction - INFO - Epoch [252][980/3757] lr: 9.409e-05, eta: 4:11:18, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8492, loss_cls: 1.3676, loss: 1.3676, grad_norm: 9.0921 2020-08-13 09:13:24,965 - mmaction - INFO - Epoch [252][1000/3757] lr: 9.409e-05, eta: 4:11:01, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.2728, loss: 1.2728, grad_norm: 8.7353 2020-08-13 09:13:40,745 - mmaction - INFO - Epoch [252][1020/3757] lr: 9.409e-05, eta: 4:10:44, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.7078, top5_acc: 0.8680, loss_cls: 1.2800, loss: 1.2800, grad_norm: 8.8591 2020-08-13 09:13:56,515 - mmaction - INFO - Epoch [252][1040/3757] lr: 9.409e-05, eta: 4:10:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8492, loss_cls: 1.3141, loss: 1.3141, grad_norm: 8.9475 2020-08-13 09:14:12,315 - mmaction - INFO - Epoch [252][1060/3757] lr: 9.409e-05, eta: 4:10:09, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.2804, loss: 1.2804, grad_norm: 8.4450 2020-08-13 09:14:28,118 - mmaction - INFO - Epoch [252][1080/3757] lr: 9.409e-05, eta: 4:09:52, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8578, loss_cls: 1.3420, loss: 1.3420, grad_norm: 8.8209 2020-08-13 09:14:43,886 - mmaction - INFO - Epoch [252][1100/3757] lr: 9.409e-05, eta: 4:09:35, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8492, loss_cls: 1.4131, loss: 1.4131, grad_norm: 8.9525 2020-08-13 09:14:59,711 - mmaction - INFO - Epoch [252][1120/3757] lr: 9.409e-05, eta: 4:09:18, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.7125, top5_acc: 0.8703, loss_cls: 1.2205, loss: 1.2205, grad_norm: 8.7496 2020-08-13 09:15:15,496 - mmaction - INFO - Epoch [252][1140/3757] lr: 9.409e-05, eta: 4:09:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8547, loss_cls: 1.3333, loss: 1.3333, grad_norm: 9.0044 2020-08-13 09:15:31,291 - mmaction - INFO - Epoch [252][1160/3757] lr: 9.409e-05, eta: 4:08:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8586, loss_cls: 1.2798, loss: 1.2798, grad_norm: 8.7416 2020-08-13 09:15:47,070 - mmaction - INFO - Epoch [252][1180/3757] lr: 9.409e-05, eta: 4:08:26, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8570, loss_cls: 1.2936, loss: 1.2936, grad_norm: 8.5098 2020-08-13 09:16:02,838 - mmaction - INFO - Epoch [252][1200/3757] lr: 9.409e-05, eta: 4:08:09, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8547, loss_cls: 1.3221, loss: 1.3221, grad_norm: 8.8746 2020-08-13 09:16:18,642 - mmaction - INFO - Epoch [252][1220/3757] lr: 9.409e-05, eta: 4:07:51, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8469, loss_cls: 1.3765, loss: 1.3765, grad_norm: 9.0442 2020-08-13 09:16:34,468 - mmaction - INFO - Epoch [252][1240/3757] lr: 9.409e-05, eta: 4:07:34, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.7008, top5_acc: 0.8508, loss_cls: 1.2838, loss: 1.2838, grad_norm: 8.3238 2020-08-13 09:16:50,283 - mmaction - INFO - Epoch [252][1260/3757] lr: 9.409e-05, eta: 4:07:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2262, loss: 1.2262, grad_norm: 9.0406 2020-08-13 09:17:06,163 - mmaction - INFO - Epoch [252][1280/3757] lr: 9.409e-05, eta: 4:07:00, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.7102, top5_acc: 0.8711, loss_cls: 1.2527, loss: 1.2527, grad_norm: 8.7637 2020-08-13 09:17:21,895 - mmaction - INFO - Epoch [252][1300/3757] lr: 9.409e-05, eta: 4:06:43, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8531, loss_cls: 1.3127, loss: 1.3127, grad_norm: 8.8851 2020-08-13 09:17:37,816 - mmaction - INFO - Epoch [252][1320/3757] lr: 9.409e-05, eta: 4:06:26, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8664, loss_cls: 1.2568, loss: 1.2568, grad_norm: 8.5592 2020-08-13 09:17:53,525 - mmaction - INFO - Epoch [252][1340/3757] lr: 9.409e-05, eta: 4:06:08, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6984, top5_acc: 0.8633, loss_cls: 1.3003, loss: 1.3003, grad_norm: 8.8388 2020-08-13 09:18:09,331 - mmaction - INFO - Epoch [252][1360/3757] lr: 9.409e-05, eta: 4:05:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3474, loss: 1.3474, grad_norm: 8.8768 2020-08-13 09:18:25,056 - mmaction - INFO - Epoch [252][1380/3757] lr: 9.409e-05, eta: 4:05:34, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8742, loss_cls: 1.2798, loss: 1.2798, grad_norm: 9.0892 2020-08-13 09:18:40,893 - mmaction - INFO - Epoch [252][1400/3757] lr: 9.409e-05, eta: 4:05:17, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8516, loss_cls: 1.3179, loss: 1.3179, grad_norm: 9.0183 2020-08-13 09:18:56,660 - mmaction - INFO - Epoch [252][1420/3757] lr: 9.409e-05, eta: 4:04:59, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8641, loss_cls: 1.3308, loss: 1.3308, grad_norm: 9.1694 2020-08-13 09:19:12,444 - mmaction - INFO - Epoch [252][1440/3757] lr: 9.409e-05, eta: 4:04:42, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8664, loss_cls: 1.3152, loss: 1.3152, grad_norm: 8.7087 2020-08-13 09:19:28,225 - mmaction - INFO - Epoch [252][1460/3757] lr: 9.409e-05, eta: 4:04:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8664, loss_cls: 1.3235, loss: 1.3235, grad_norm: 8.9853 2020-08-13 09:19:43,983 - mmaction - INFO - Epoch [252][1480/3757] lr: 9.409e-05, eta: 4:04:08, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.2449, loss: 1.2449, grad_norm: 8.7248 2020-08-13 09:19:59,742 - mmaction - INFO - Epoch [252][1500/3757] lr: 9.409e-05, eta: 4:03:51, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8633, loss_cls: 1.3260, loss: 1.3260, grad_norm: 8.8120 2020-08-13 09:20:15,524 - mmaction - INFO - Epoch [252][1520/3757] lr: 9.409e-05, eta: 4:03:33, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8500, loss_cls: 1.3323, loss: 1.3323, grad_norm: 9.0172 2020-08-13 09:20:31,245 - mmaction - INFO - Epoch [252][1540/3757] lr: 9.409e-05, eta: 4:03:16, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8742, loss_cls: 1.3196, loss: 1.3196, grad_norm: 9.0524 2020-08-13 09:20:47,054 - mmaction - INFO - Epoch [252][1560/3757] lr: 9.409e-05, eta: 4:02:59, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8547, loss_cls: 1.3217, loss: 1.3217, grad_norm: 9.0527 2020-08-13 09:21:02,781 - mmaction - INFO - Epoch [252][1580/3757] lr: 9.409e-05, eta: 4:02:42, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8469, loss_cls: 1.3343, loss: 1.3343, grad_norm: 8.8911 2020-08-13 09:21:18,591 - mmaction - INFO - Epoch [252][1600/3757] lr: 9.409e-05, eta: 4:02:25, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8477, loss_cls: 1.3733, loss: 1.3733, grad_norm: 8.9690 2020-08-13 09:21:34,445 - mmaction - INFO - Epoch [252][1620/3757] lr: 9.409e-05, eta: 4:02:07, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8508, loss_cls: 1.3775, loss: 1.3775, grad_norm: 9.3438 2020-08-13 09:21:50,219 - mmaction - INFO - Epoch [252][1640/3757] lr: 9.409e-05, eta: 4:01:50, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8609, loss_cls: 1.3122, loss: 1.3122, grad_norm: 8.8937 2020-08-13 09:22:06,059 - mmaction - INFO - Epoch [252][1660/3757] lr: 9.409e-05, eta: 4:01:33, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.3825, loss: 1.3825, grad_norm: 9.0619 2020-08-13 09:22:21,861 - mmaction - INFO - Epoch [252][1680/3757] lr: 9.409e-05, eta: 4:01:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.7188, top5_acc: 0.8641, loss_cls: 1.2798, loss: 1.2798, grad_norm: 8.6743 2020-08-13 09:22:37,695 - mmaction - INFO - Epoch [252][1700/3757] lr: 9.409e-05, eta: 4:00:59, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8656, loss_cls: 1.3133, loss: 1.3133, grad_norm: 9.2269 2020-08-13 09:22:53,443 - mmaction - INFO - Epoch [252][1720/3757] lr: 9.409e-05, eta: 4:00:41, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8539, loss_cls: 1.2931, loss: 1.2931, grad_norm: 8.8677 2020-08-13 09:23:09,203 - mmaction - INFO - Epoch [252][1740/3757] lr: 9.409e-05, eta: 4:00:24, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8672, loss_cls: 1.2752, loss: 1.2752, grad_norm: 8.8865 2020-08-13 09:23:24,982 - mmaction - INFO - Epoch [252][1760/3757] lr: 9.409e-05, eta: 4:00:07, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.3103, loss: 1.3103, grad_norm: 9.0711 2020-08-13 09:23:40,806 - mmaction - INFO - Epoch [252][1780/3757] lr: 9.409e-05, eta: 3:59:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8586, loss_cls: 1.3295, loss: 1.3295, grad_norm: 9.0798 2020-08-13 09:23:56,526 - mmaction - INFO - Epoch [252][1800/3757] lr: 9.409e-05, eta: 3:59:33, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8547, loss_cls: 1.3707, loss: 1.3707, grad_norm: 8.9368 2020-08-13 09:24:12,314 - mmaction - INFO - Epoch [252][1820/3757] lr: 9.409e-05, eta: 3:59:16, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8641, loss_cls: 1.2912, loss: 1.2912, grad_norm: 8.7220 2020-08-13 09:24:28,093 - mmaction - INFO - Epoch [252][1840/3757] lr: 9.409e-05, eta: 3:58:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.7016, top5_acc: 0.8539, loss_cls: 1.2974, loss: 1.2974, grad_norm: 8.8501 2020-08-13 09:24:43,972 - mmaction - INFO - Epoch [252][1860/3757] lr: 9.409e-05, eta: 3:58:41, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8617, loss_cls: 1.3023, loss: 1.3023, grad_norm: 8.7566 2020-08-13 09:24:59,750 - mmaction - INFO - Epoch [252][1880/3757] lr: 9.409e-05, eta: 3:58:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8711, loss_cls: 1.2905, loss: 1.2905, grad_norm: 8.9824 2020-08-13 09:25:15,570 - mmaction - INFO - Epoch [252][1900/3757] lr: 9.409e-05, eta: 3:58:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.7008, top5_acc: 0.8602, loss_cls: 1.2881, loss: 1.2881, grad_norm: 8.7794 2020-08-13 09:25:31,304 - mmaction - INFO - Epoch [252][1920/3757] lr: 9.409e-05, eta: 3:57:50, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8484, loss_cls: 1.4020, loss: 1.4020, grad_norm: 9.0121 2020-08-13 09:25:47,101 - mmaction - INFO - Epoch [252][1940/3757] lr: 9.409e-05, eta: 3:57:32, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.3830, loss: 1.3830, grad_norm: 9.1565 2020-08-13 09:26:02,965 - mmaction - INFO - Epoch [252][1960/3757] lr: 9.409e-05, eta: 3:57:15, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8633, loss_cls: 1.3256, loss: 1.3256, grad_norm: 9.0065 2020-08-13 09:26:18,735 - mmaction - INFO - Epoch [252][1980/3757] lr: 9.409e-05, eta: 3:56:58, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.2236, loss: 1.2236, grad_norm: 8.4250 2020-08-13 09:26:34,543 - mmaction - INFO - Epoch [252][2000/3757] lr: 9.409e-05, eta: 3:56:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.7016, top5_acc: 0.8656, loss_cls: 1.2765, loss: 1.2765, grad_norm: 8.6601 2020-08-13 09:26:50,329 - mmaction - INFO - Epoch [252][2020/3757] lr: 9.409e-05, eta: 3:56:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.2114, loss: 1.2114, grad_norm: 8.7016 2020-08-13 09:27:06,098 - mmaction - INFO - Epoch [252][2040/3757] lr: 9.409e-05, eta: 3:56:07, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8555, loss_cls: 1.3013, loss: 1.3013, grad_norm: 8.7813 2020-08-13 09:27:21,921 - mmaction - INFO - Epoch [252][2060/3757] lr: 9.409e-05, eta: 3:55:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.7063, top5_acc: 0.8711, loss_cls: 1.2259, loss: 1.2259, grad_norm: 8.3927 2020-08-13 09:27:37,745 - mmaction - INFO - Epoch [252][2080/3757] lr: 9.409e-05, eta: 3:55:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8547, loss_cls: 1.3221, loss: 1.3221, grad_norm: 9.1147 2020-08-13 09:27:53,538 - mmaction - INFO - Epoch [252][2100/3757] lr: 9.409e-05, eta: 3:55:15, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8320, loss_cls: 1.4601, loss: 1.4601, grad_norm: 9.3741 2020-08-13 09:28:09,278 - mmaction - INFO - Epoch [252][2120/3757] lr: 9.409e-05, eta: 3:54:58, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8625, loss_cls: 1.2975, loss: 1.2975, grad_norm: 8.7716 2020-08-13 09:28:25,003 - mmaction - INFO - Epoch [252][2140/3757] lr: 9.409e-05, eta: 3:54:41, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.2625, loss: 1.2625, grad_norm: 8.7326 2020-08-13 09:28:40,758 - mmaction - INFO - Epoch [252][2160/3757] lr: 9.409e-05, eta: 3:54:23, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6984, top5_acc: 0.8641, loss_cls: 1.2659, loss: 1.2659, grad_norm: 8.7372 2020-08-13 09:28:56,563 - mmaction - INFO - Epoch [252][2180/3757] lr: 9.409e-05, eta: 3:54:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8586, loss_cls: 1.3503, loss: 1.3503, grad_norm: 9.1238 2020-08-13 09:29:12,412 - mmaction - INFO - Epoch [252][2200/3757] lr: 9.409e-05, eta: 3:53:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8594, loss_cls: 1.2552, loss: 1.2552, grad_norm: 8.7796 2020-08-13 09:29:28,262 - mmaction - INFO - Epoch [252][2220/3757] lr: 9.409e-05, eta: 3:53:32, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8656, loss_cls: 1.2632, loss: 1.2632, grad_norm: 8.5731 2020-08-13 09:29:44,045 - mmaction - INFO - Epoch [252][2240/3757] lr: 9.409e-05, eta: 3:53:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8672, loss_cls: 1.2531, loss: 1.2531, grad_norm: 8.6285 2020-08-13 09:29:59,862 - mmaction - INFO - Epoch [252][2260/3757] lr: 9.409e-05, eta: 3:52:58, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3306, loss: 1.3306, grad_norm: 9.2148 2020-08-13 09:30:15,636 - mmaction - INFO - Epoch [252][2280/3757] lr: 9.409e-05, eta: 3:52:40, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.2669, loss: 1.2669, grad_norm: 8.9792 2020-08-13 09:30:31,417 - mmaction - INFO - Epoch [252][2300/3757] lr: 9.409e-05, eta: 3:52:23, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8594, loss_cls: 1.2979, loss: 1.2979, grad_norm: 8.8679 2020-08-13 09:30:47,201 - mmaction - INFO - Epoch [252][2320/3757] lr: 9.409e-05, eta: 3:52:06, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.3001, loss: 1.3001, grad_norm: 8.7389 2020-08-13 09:31:03,035 - mmaction - INFO - Epoch [252][2340/3757] lr: 9.409e-05, eta: 3:51:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8688, loss_cls: 1.2828, loss: 1.2828, grad_norm: 8.8260 2020-08-13 09:31:18,996 - mmaction - INFO - Epoch [252][2360/3757] lr: 9.409e-05, eta: 3:51:32, time: 0.799, data_time: 0.004, memory: 6192, top1_acc: 0.7000, top5_acc: 0.8641, loss_cls: 1.2755, loss: 1.2755, grad_norm: 9.0468 2020-08-13 09:31:34,627 - mmaction - INFO - Epoch [252][2380/3757] lr: 9.409e-05, eta: 3:51:15, time: 0.781, data_time: 0.001, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8625, loss_cls: 1.2715, loss: 1.2715, grad_norm: 8.6262 2020-08-13 09:31:50,434 - mmaction - INFO - Epoch [252][2400/3757] lr: 9.409e-05, eta: 3:50:57, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8656, loss_cls: 1.2886, loss: 1.2886, grad_norm: 8.6320 2020-08-13 09:32:06,243 - mmaction - INFO - Epoch [252][2420/3757] lr: 9.409e-05, eta: 3:50:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8477, loss_cls: 1.3825, loss: 1.3825, grad_norm: 9.1675 2020-08-13 09:32:22,068 - mmaction - INFO - Epoch [252][2440/3757] lr: 9.409e-05, eta: 3:50:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8531, loss_cls: 1.3371, loss: 1.3371, grad_norm: 8.7812 2020-08-13 09:32:37,855 - mmaction - INFO - Epoch [252][2460/3757] lr: 9.409e-05, eta: 3:50:06, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8531, loss_cls: 1.3376, loss: 1.3376, grad_norm: 8.7984 2020-08-13 09:32:53,778 - mmaction - INFO - Epoch [252][2480/3757] lr: 9.409e-05, eta: 3:49:49, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.3211, loss: 1.3211, grad_norm: 9.0125 2020-08-13 09:33:09,511 - mmaction - INFO - Epoch [252][2500/3757] lr: 9.409e-05, eta: 3:49:32, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.3343, loss: 1.3343, grad_norm: 8.9533 2020-08-13 09:33:25,314 - mmaction - INFO - Epoch [252][2520/3757] lr: 9.409e-05, eta: 3:49:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.7039, top5_acc: 0.8688, loss_cls: 1.2416, loss: 1.2416, grad_norm: 8.6031 2020-08-13 09:33:41,122 - mmaction - INFO - Epoch [252][2540/3757] lr: 9.409e-05, eta: 3:48:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8570, loss_cls: 1.2992, loss: 1.2992, grad_norm: 8.8961 2020-08-13 09:33:56,887 - mmaction - INFO - Epoch [252][2560/3757] lr: 9.409e-05, eta: 3:48:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8586, loss_cls: 1.2791, loss: 1.2791, grad_norm: 8.8045 2020-08-13 09:34:12,643 - mmaction - INFO - Epoch [252][2580/3757] lr: 9.409e-05, eta: 3:48:23, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8750, loss_cls: 1.2471, loss: 1.2471, grad_norm: 8.7397 2020-08-13 09:34:28,387 - mmaction - INFO - Epoch [252][2600/3757] lr: 9.409e-05, eta: 3:48:06, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8766, loss_cls: 1.2591, loss: 1.2591, grad_norm: 8.7723 2020-08-13 09:34:44,163 - mmaction - INFO - Epoch [252][2620/3757] lr: 9.409e-05, eta: 3:47:49, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.7008, top5_acc: 0.8578, loss_cls: 1.3054, loss: 1.3054, grad_norm: 8.5604 2020-08-13 09:34:59,967 - mmaction - INFO - Epoch [252][2640/3757] lr: 9.409e-05, eta: 3:47:32, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.2862, loss: 1.2862, grad_norm: 8.9247 2020-08-13 09:35:15,718 - mmaction - INFO - Epoch [252][2660/3757] lr: 9.409e-05, eta: 3:47:14, time: 0.788, data_time: 0.005, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8664, loss_cls: 1.2921, loss: 1.2921, grad_norm: 8.6907 2020-08-13 09:35:31,481 - mmaction - INFO - Epoch [252][2680/3757] lr: 9.409e-05, eta: 3:46:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8695, loss_cls: 1.3055, loss: 1.3055, grad_norm: 8.6673 2020-08-13 09:35:47,237 - mmaction - INFO - Epoch [252][2700/3757] lr: 9.409e-05, eta: 3:46:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8602, loss_cls: 1.3225, loss: 1.3225, grad_norm: 8.8168 2020-08-13 09:36:03,032 - mmaction - INFO - Epoch [252][2720/3757] lr: 9.409e-05, eta: 3:46:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8586, loss_cls: 1.3571, loss: 1.3571, grad_norm: 8.9854 2020-08-13 09:36:18,810 - mmaction - INFO - Epoch [252][2740/3757] lr: 9.409e-05, eta: 3:46:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8688, loss_cls: 1.2513, loss: 1.2513, grad_norm: 8.8502 2020-08-13 09:36:34,520 - mmaction - INFO - Epoch [252][2760/3757] lr: 9.409e-05, eta: 3:45:49, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8602, loss_cls: 1.3006, loss: 1.3006, grad_norm: 9.0757 2020-08-13 09:36:50,360 - mmaction - INFO - Epoch [252][2780/3757] lr: 9.409e-05, eta: 3:45:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8594, loss_cls: 1.3413, loss: 1.3413, grad_norm: 8.9439 2020-08-13 09:37:06,123 - mmaction - INFO - Epoch [252][2800/3757] lr: 9.409e-05, eta: 3:45:14, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8461, loss_cls: 1.3513, loss: 1.3513, grad_norm: 8.5566 2020-08-13 09:37:21,910 - mmaction - INFO - Epoch [252][2820/3757] lr: 9.409e-05, eta: 3:44:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8562, loss_cls: 1.3301, loss: 1.3301, grad_norm: 9.1883 2020-08-13 09:37:37,793 - mmaction - INFO - Epoch [252][2840/3757] lr: 9.409e-05, eta: 3:44:40, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.3940, loss: 1.3940, grad_norm: 8.9814 2020-08-13 09:37:53,590 - mmaction - INFO - Epoch [252][2860/3757] lr: 9.409e-05, eta: 3:44:23, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.7078, top5_acc: 0.8672, loss_cls: 1.2749, loss: 1.2749, grad_norm: 8.5272 2020-08-13 09:38:09,319 - mmaction - INFO - Epoch [252][2880/3757] lr: 9.409e-05, eta: 3:44:06, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8609, loss_cls: 1.2616, loss: 1.2616, grad_norm: 8.5861 2020-08-13 09:38:25,110 - mmaction - INFO - Epoch [252][2900/3757] lr: 9.409e-05, eta: 3:43:49, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8516, loss_cls: 1.3510, loss: 1.3510, grad_norm: 9.1387 2020-08-13 09:38:40,974 - mmaction - INFO - Epoch [252][2920/3757] lr: 9.409e-05, eta: 3:43:31, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8570, loss_cls: 1.3197, loss: 1.3197, grad_norm: 9.1403 2020-08-13 09:38:56,743 - mmaction - INFO - Epoch [252][2940/3757] lr: 9.409e-05, eta: 3:43:14, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8609, loss_cls: 1.3664, loss: 1.3664, grad_norm: 9.3261 2020-08-13 09:39:12,503 - mmaction - INFO - Epoch [252][2960/3757] lr: 9.409e-05, eta: 3:42:57, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8609, loss_cls: 1.3650, loss: 1.3650, grad_norm: 9.3411 2020-08-13 09:39:28,421 - mmaction - INFO - Epoch [252][2980/3757] lr: 9.409e-05, eta: 3:42:40, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.7016, top5_acc: 0.8633, loss_cls: 1.2713, loss: 1.2713, grad_norm: 8.6482 2020-08-13 09:39:44,148 - mmaction - INFO - Epoch [252][3000/3757] lr: 9.409e-05, eta: 3:42:23, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3450, loss: 1.3450, grad_norm: 8.9840 2020-08-13 09:39:59,944 - mmaction - INFO - Epoch [252][3020/3757] lr: 9.409e-05, eta: 3:42:06, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.7016, top5_acc: 0.8703, loss_cls: 1.2304, loss: 1.2304, grad_norm: 8.8208 2020-08-13 09:40:15,755 - mmaction - INFO - Epoch [252][3040/3757] lr: 9.409e-05, eta: 3:41:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8617, loss_cls: 1.2797, loss: 1.2797, grad_norm: 8.7251 2020-08-13 09:40:31,548 - mmaction - INFO - Epoch [252][3060/3757] lr: 9.409e-05, eta: 3:41:31, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2812, loss: 1.2812, grad_norm: 8.7458 2020-08-13 09:40:47,334 - mmaction - INFO - Epoch [252][3080/3757] lr: 9.409e-05, eta: 3:41:14, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8664, loss_cls: 1.2887, loss: 1.2887, grad_norm: 8.7675 2020-08-13 09:41:03,148 - mmaction - INFO - Epoch [252][3100/3757] lr: 9.409e-05, eta: 3:40:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8484, loss_cls: 1.3737, loss: 1.3737, grad_norm: 9.1319 2020-08-13 09:41:18,934 - mmaction - INFO - Epoch [252][3120/3757] lr: 9.409e-05, eta: 3:40:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2710, loss: 1.2710, grad_norm: 8.8049 2020-08-13 09:41:34,781 - mmaction - INFO - Epoch [252][3140/3757] lr: 9.409e-05, eta: 3:40:23, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8555, loss_cls: 1.3640, loss: 1.3640, grad_norm: 9.0759 2020-08-13 09:41:50,537 - mmaction - INFO - Epoch [252][3160/3757] lr: 9.409e-05, eta: 3:40:06, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8484, loss_cls: 1.2728, loss: 1.2728, grad_norm: 8.4882 2020-08-13 09:42:06,321 - mmaction - INFO - Epoch [252][3180/3757] lr: 9.409e-05, eta: 3:39:49, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8688, loss_cls: 1.3079, loss: 1.3079, grad_norm: 9.2260 2020-08-13 09:42:22,005 - mmaction - INFO - Epoch [252][3200/3757] lr: 9.409e-05, eta: 3:39:31, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8484, loss_cls: 1.3761, loss: 1.3761, grad_norm: 9.2816 2020-08-13 09:42:37,768 - mmaction - INFO - Epoch [252][3220/3757] lr: 9.409e-05, eta: 3:39:14, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8617, loss_cls: 1.2726, loss: 1.2726, grad_norm: 8.7920 2020-08-13 09:42:53,597 - mmaction - INFO - Epoch [252][3240/3757] lr: 9.409e-05, eta: 3:38:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8523, loss_cls: 1.3390, loss: 1.3390, grad_norm: 8.9961 2020-08-13 09:43:09,366 - mmaction - INFO - Epoch [252][3260/3757] lr: 9.409e-05, eta: 3:38:40, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8484, loss_cls: 1.3830, loss: 1.3830, grad_norm: 9.1047 2020-08-13 09:43:25,185 - mmaction - INFO - Epoch [252][3280/3757] lr: 9.409e-05, eta: 3:38:23, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8500, loss_cls: 1.3518, loss: 1.3518, grad_norm: 8.9219 2020-08-13 09:43:41,017 - mmaction - INFO - Epoch [252][3300/3757] lr: 9.409e-05, eta: 3:38:06, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2650, loss: 1.2650, grad_norm: 8.9339 2020-08-13 09:43:56,812 - mmaction - INFO - Epoch [252][3320/3757] lr: 9.409e-05, eta: 3:37:49, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8688, loss_cls: 1.2681, loss: 1.2681, grad_norm: 9.0265 2020-08-13 09:44:12,634 - mmaction - INFO - Epoch [252][3340/3757] lr: 9.409e-05, eta: 3:37:32, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.3364, loss: 1.3364, grad_norm: 9.1086 2020-08-13 09:44:28,447 - mmaction - INFO - Epoch [252][3360/3757] lr: 9.409e-05, eta: 3:37:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.7102, top5_acc: 0.8641, loss_cls: 1.2024, loss: 1.2024, grad_norm: 8.4389 2020-08-13 09:44:44,207 - mmaction - INFO - Epoch [252][3380/3757] lr: 9.409e-05, eta: 3:36:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.2935, loss: 1.2935, grad_norm: 8.9568 2020-08-13 09:45:00,004 - mmaction - INFO - Epoch [252][3400/3757] lr: 9.409e-05, eta: 3:36:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8430, loss_cls: 1.3873, loss: 1.3873, grad_norm: 8.9220 2020-08-13 09:45:15,849 - mmaction - INFO - Epoch [252][3420/3757] lr: 9.409e-05, eta: 3:36:23, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.7055, top5_acc: 0.8742, loss_cls: 1.2285, loss: 1.2285, grad_norm: 8.6936 2020-08-13 09:45:31,712 - mmaction - INFO - Epoch [252][3440/3757] lr: 9.409e-05, eta: 3:36:06, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8258, loss_cls: 1.4418, loss: 1.4418, grad_norm: 8.8797 2020-08-13 09:45:47,463 - mmaction - INFO - Epoch [252][3460/3757] lr: 9.409e-05, eta: 3:35:49, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8648, loss_cls: 1.3515, loss: 1.3515, grad_norm: 9.1067 2020-08-13 09:46:03,195 - mmaction - INFO - Epoch [252][3480/3757] lr: 9.409e-05, eta: 3:35:32, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8625, loss_cls: 1.2604, loss: 1.2604, grad_norm: 8.7267 2020-08-13 09:46:18,992 - mmaction - INFO - Epoch [252][3500/3757] lr: 9.409e-05, eta: 3:35:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8672, loss_cls: 1.2732, loss: 1.2732, grad_norm: 8.6349 2020-08-13 09:46:34,808 - mmaction - INFO - Epoch [252][3520/3757] lr: 9.409e-05, eta: 3:34:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8602, loss_cls: 1.3111, loss: 1.3111, grad_norm: 8.8400 2020-08-13 09:46:50,594 - mmaction - INFO - Epoch [252][3540/3757] lr: 9.409e-05, eta: 3:34:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8633, loss_cls: 1.3369, loss: 1.3369, grad_norm: 9.0067 2020-08-13 09:47:06,495 - mmaction - INFO - Epoch [252][3560/3757] lr: 9.409e-05, eta: 3:34:23, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8672, loss_cls: 1.3012, loss: 1.3012, grad_norm: 8.9539 2020-08-13 09:47:22,325 - mmaction - INFO - Epoch [252][3580/3757] lr: 9.409e-05, eta: 3:34:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6984, top5_acc: 0.8758, loss_cls: 1.2224, loss: 1.2224, grad_norm: 8.6544 2020-08-13 09:47:38,154 - mmaction - INFO - Epoch [252][3600/3757] lr: 9.409e-05, eta: 3:33:49, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8477, loss_cls: 1.3204, loss: 1.3204, grad_norm: 9.1071 2020-08-13 09:47:54,002 - mmaction - INFO - Epoch [252][3620/3757] lr: 9.409e-05, eta: 3:33:32, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8633, loss_cls: 1.2948, loss: 1.2948, grad_norm: 8.9772 2020-08-13 09:48:09,791 - mmaction - INFO - Epoch [252][3640/3757] lr: 9.409e-05, eta: 3:33:15, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8562, loss_cls: 1.3047, loss: 1.3047, grad_norm: 8.8885 2020-08-13 09:48:25,623 - mmaction - INFO - Epoch [252][3660/3757] lr: 9.409e-05, eta: 3:32:58, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8617, loss_cls: 1.3150, loss: 1.3150, grad_norm: 9.0039 2020-08-13 09:48:41,357 - mmaction - INFO - Epoch [252][3680/3757] lr: 9.409e-05, eta: 3:32:40, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.3701, loss: 1.3701, grad_norm: 9.2554 2020-08-13 09:48:57,162 - mmaction - INFO - Epoch [252][3700/3757] lr: 9.409e-05, eta: 3:32:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2970, loss: 1.2970, grad_norm: 8.7869 2020-08-13 09:49:12,924 - mmaction - INFO - Epoch [252][3720/3757] lr: 9.409e-05, eta: 3:32:06, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8500, loss_cls: 1.2951, loss: 1.2951, grad_norm: 8.7593 2020-08-13 09:49:28,691 - mmaction - INFO - Epoch [252][3740/3757] lr: 9.409e-05, eta: 3:31:49, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.7023, top5_acc: 0.8648, loss_cls: 1.2760, loss: 1.2760, grad_norm: 8.6700 2020-08-13 09:49:54,477 - mmaction - INFO - Saving checkpoint at 252 epochs 2020-08-13 09:53:01,130 - mmaction - INFO - Epoch [253][20/3757] lr: 6.023e-05, eta: 3:31:48, time: 9.165, data_time: 8.240, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8508, loss_cls: 1.3333, loss: 1.3333, grad_norm: 8.7331 2020-08-13 09:53:16,947 - mmaction - INFO - Epoch [253][40/3757] lr: 6.023e-05, eta: 3:31:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3453, loss: 1.3453, grad_norm: 9.0680 2020-08-13 09:53:32,784 - mmaction - INFO - Epoch [253][60/3757] lr: 6.023e-05, eta: 3:31:14, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.7016, top5_acc: 0.8625, loss_cls: 1.3003, loss: 1.3003, grad_norm: 8.7446 2020-08-13 09:53:48,570 - mmaction - INFO - Epoch [253][80/3757] lr: 6.023e-05, eta: 3:30:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.7117, top5_acc: 0.8609, loss_cls: 1.2383, loss: 1.2383, grad_norm: 8.6481 2020-08-13 09:54:04,377 - mmaction - INFO - Epoch [253][100/3757] lr: 6.023e-05, eta: 3:30:40, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8555, loss_cls: 1.3260, loss: 1.3260, grad_norm: 8.9057 2020-08-13 09:54:20,161 - mmaction - INFO - Epoch [253][120/3757] lr: 6.023e-05, eta: 3:30:22, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8727, loss_cls: 1.2791, loss: 1.2791, grad_norm: 8.9877 2020-08-13 09:54:35,963 - mmaction - INFO - Epoch [253][140/3757] lr: 6.023e-05, eta: 3:30:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3061, loss: 1.3061, grad_norm: 8.5586 2020-08-13 09:54:51,791 - mmaction - INFO - Epoch [253][160/3757] lr: 6.023e-05, eta: 3:29:48, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8703, loss_cls: 1.3055, loss: 1.3055, grad_norm: 8.9749 2020-08-13 09:55:07,616 - mmaction - INFO - Epoch [253][180/3757] lr: 6.023e-05, eta: 3:29:31, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8516, loss_cls: 1.3397, loss: 1.3397, grad_norm: 9.0080 2020-08-13 09:55:23,424 - mmaction - INFO - Epoch [253][200/3757] lr: 6.023e-05, eta: 3:29:14, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8602, loss_cls: 1.3110, loss: 1.3110, grad_norm: 8.7315 2020-08-13 09:55:39,225 - mmaction - INFO - Epoch [253][220/3757] lr: 6.023e-05, eta: 3:28:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8523, loss_cls: 1.3373, loss: 1.3373, grad_norm: 8.9570 2020-08-13 09:55:55,137 - mmaction - INFO - Epoch [253][240/3757] lr: 6.023e-05, eta: 3:28:39, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8852, loss_cls: 1.2180, loss: 1.2180, grad_norm: 8.8311 2020-08-13 09:56:10,929 - mmaction - INFO - Epoch [253][260/3757] lr: 6.023e-05, eta: 3:28:22, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8672, loss_cls: 1.2610, loss: 1.2610, grad_norm: 8.6398 2020-08-13 09:56:26,736 - mmaction - INFO - Epoch [253][280/3757] lr: 6.023e-05, eta: 3:28:05, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8430, loss_cls: 1.3984, loss: 1.3984, grad_norm: 9.3232 2020-08-13 09:56:42,796 - mmaction - INFO - Epoch [253][300/3757] lr: 6.023e-05, eta: 3:27:48, time: 0.803, data_time: 0.013, memory: 6192, top1_acc: 0.7008, top5_acc: 0.8500, loss_cls: 1.3402, loss: 1.3402, grad_norm: 8.8038 2020-08-13 09:56:59,105 - mmaction - INFO - Epoch [253][320/3757] lr: 6.023e-05, eta: 3:27:31, time: 0.816, data_time: 0.024, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8594, loss_cls: 1.3002, loss: 1.3002, grad_norm: 9.0101 2020-08-13 09:57:15,298 - mmaction - INFO - Epoch [253][340/3757] lr: 6.023e-05, eta: 3:27:14, time: 0.810, data_time: 0.017, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8602, loss_cls: 1.3083, loss: 1.3083, grad_norm: 8.9095 2020-08-13 09:57:31,411 - mmaction - INFO - Epoch [253][360/3757] lr: 6.023e-05, eta: 3:26:57, time: 0.806, data_time: 0.021, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8398, loss_cls: 1.3900, loss: 1.3900, grad_norm: 8.9604 2020-08-13 09:57:47,179 - mmaction - INFO - Epoch [253][380/3757] lr: 6.023e-05, eta: 3:26:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8633, loss_cls: 1.2627, loss: 1.2627, grad_norm: 8.8316 2020-08-13 09:58:03,023 - mmaction - INFO - Epoch [253][400/3757] lr: 6.023e-05, eta: 3:26:23, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6984, top5_acc: 0.8633, loss_cls: 1.2895, loss: 1.2895, grad_norm: 8.7611 2020-08-13 09:58:18,828 - mmaction - INFO - Epoch [253][420/3757] lr: 6.023e-05, eta: 3:26:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8734, loss_cls: 1.2802, loss: 1.2802, grad_norm: 8.8100 2020-08-13 09:58:34,683 - mmaction - INFO - Epoch [253][440/3757] lr: 6.023e-05, eta: 3:25:48, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8586, loss_cls: 1.3200, loss: 1.3200, grad_norm: 8.7776 2020-08-13 09:58:50,462 - mmaction - INFO - Epoch [253][460/3757] lr: 6.023e-05, eta: 3:25:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8469, loss_cls: 1.3725, loss: 1.3725, grad_norm: 9.2375 2020-08-13 09:59:06,296 - mmaction - INFO - Epoch [253][480/3757] lr: 6.023e-05, eta: 3:25:14, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8523, loss_cls: 1.3755, loss: 1.3755, grad_norm: 9.2299 2020-08-13 09:59:22,139 - mmaction - INFO - Epoch [253][500/3757] lr: 6.023e-05, eta: 3:24:57, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8641, loss_cls: 1.2745, loss: 1.2745, grad_norm: 8.9011 2020-08-13 09:59:37,899 - mmaction - INFO - Epoch [253][520/3757] lr: 6.023e-05, eta: 3:24:40, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8602, loss_cls: 1.3179, loss: 1.3179, grad_norm: 8.7960 2020-08-13 09:59:54,216 - mmaction - INFO - Epoch [253][540/3757] lr: 6.023e-05, eta: 3:24:23, time: 0.816, data_time: 0.004, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8594, loss_cls: 1.3362, loss: 1.3362, grad_norm: 9.0003 2020-08-13 10:00:10,043 - mmaction - INFO - Epoch [253][560/3757] lr: 6.023e-05, eta: 3:24:06, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8586, loss_cls: 1.2878, loss: 1.2878, grad_norm: 8.9663 2020-08-13 10:00:30,599 - mmaction - INFO - Epoch [253][580/3757] lr: 6.023e-05, eta: 3:23:49, time: 1.009, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8734, loss_cls: 1.3109, loss: 1.3109, grad_norm: 8.7199 2020-08-13 10:00:46,352 - mmaction - INFO - Epoch [253][600/3757] lr: 6.023e-05, eta: 3:23:32, time: 0.806, data_time: 0.021, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8430, loss_cls: 1.3781, loss: 1.3781, grad_norm: 9.2968 2020-08-13 10:01:02,017 - mmaction - INFO - Epoch [253][620/3757] lr: 6.023e-05, eta: 3:23:15, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8531, loss_cls: 1.3093, loss: 1.3093, grad_norm: 8.9074 2020-08-13 10:01:17,829 - mmaction - INFO - Epoch [253][640/3757] lr: 6.023e-05, eta: 3:22:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8539, loss_cls: 1.3289, loss: 1.3289, grad_norm: 8.9891 2020-08-13 10:01:33,602 - mmaction - INFO - Epoch [253][660/3757] lr: 6.023e-05, eta: 3:22:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8492, loss_cls: 1.3872, loss: 1.3872, grad_norm: 9.0116 2020-08-13 10:01:49,416 - mmaction - INFO - Epoch [253][680/3757] lr: 6.023e-05, eta: 3:22:24, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8492, loss_cls: 1.3302, loss: 1.3302, grad_norm: 9.1410 2020-08-13 10:02:05,286 - mmaction - INFO - Epoch [253][700/3757] lr: 6.023e-05, eta: 3:22:06, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8734, loss_cls: 1.2533, loss: 1.2533, grad_norm: 8.7944 2020-08-13 10:02:20,995 - mmaction - INFO - Epoch [253][720/3757] lr: 6.023e-05, eta: 3:21:49, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8516, loss_cls: 1.3267, loss: 1.3267, grad_norm: 8.7675 2020-08-13 10:02:36,831 - mmaction - INFO - Epoch [253][740/3757] lr: 6.023e-05, eta: 3:21:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8523, loss_cls: 1.3597, loss: 1.3597, grad_norm: 9.0708 2020-08-13 10:02:52,772 - mmaction - INFO - Epoch [253][760/3757] lr: 6.023e-05, eta: 3:21:15, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8570, loss_cls: 1.3241, loss: 1.3241, grad_norm: 9.0041 2020-08-13 10:03:08,498 - mmaction - INFO - Epoch [253][780/3757] lr: 6.023e-05, eta: 3:20:58, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.7063, top5_acc: 0.8641, loss_cls: 1.2986, loss: 1.2986, grad_norm: 8.7913 2020-08-13 10:03:24,282 - mmaction - INFO - Epoch [253][800/3757] lr: 6.023e-05, eta: 3:20:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8656, loss_cls: 1.3148, loss: 1.3148, grad_norm: 8.8227 2020-08-13 10:03:39,932 - mmaction - INFO - Epoch [253][820/3757] lr: 6.023e-05, eta: 3:20:24, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8570, loss_cls: 1.3477, loss: 1.3477, grad_norm: 8.9961 2020-08-13 10:03:55,741 - mmaction - INFO - Epoch [253][840/3757] lr: 6.023e-05, eta: 3:20:06, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8703, loss_cls: 1.2615, loss: 1.2615, grad_norm: 8.8593 2020-08-13 10:04:11,535 - mmaction - INFO - Epoch [253][860/3757] lr: 6.023e-05, eta: 3:19:49, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8539, loss_cls: 1.3591, loss: 1.3591, grad_norm: 9.2421 2020-08-13 10:04:27,298 - mmaction - INFO - Epoch [253][880/3757] lr: 6.023e-05, eta: 3:19:32, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8609, loss_cls: 1.2734, loss: 1.2734, grad_norm: 8.9620 2020-08-13 10:04:43,047 - mmaction - INFO - Epoch [253][900/3757] lr: 6.023e-05, eta: 3:19:15, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.2878, loss: 1.2878, grad_norm: 9.0315 2020-08-13 10:04:58,813 - mmaction - INFO - Epoch [253][920/3757] lr: 6.023e-05, eta: 3:18:58, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8672, loss_cls: 1.2653, loss: 1.2653, grad_norm: 8.7133 2020-08-13 10:05:14,693 - mmaction - INFO - Epoch [253][940/3757] lr: 6.023e-05, eta: 3:18:41, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.7070, top5_acc: 0.8891, loss_cls: 1.1623, loss: 1.1623, grad_norm: 8.4991 2020-08-13 10:05:30,435 - mmaction - INFO - Epoch [253][960/3757] lr: 6.023e-05, eta: 3:18:24, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3327, loss: 1.3327, grad_norm: 8.9780 2020-08-13 10:05:46,242 - mmaction - INFO - Epoch [253][980/3757] lr: 6.023e-05, eta: 3:18:06, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8500, loss_cls: 1.3659, loss: 1.3659, grad_norm: 9.1728 2020-08-13 10:06:02,001 - mmaction - INFO - Epoch [253][1000/3757] lr: 6.023e-05, eta: 3:17:49, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8453, loss_cls: 1.3281, loss: 1.3281, grad_norm: 9.0355 2020-08-13 10:06:17,847 - mmaction - INFO - Epoch [253][1020/3757] lr: 6.023e-05, eta: 3:17:32, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6625, top5_acc: 0.8461, loss_cls: 1.3476, loss: 1.3476, grad_norm: 8.9787 2020-08-13 10:06:33,619 - mmaction - INFO - Epoch [253][1040/3757] lr: 6.023e-05, eta: 3:17:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.7016, top5_acc: 0.8625, loss_cls: 1.2594, loss: 1.2594, grad_norm: 8.5459 2020-08-13 10:06:49,427 - mmaction - INFO - Epoch [253][1060/3757] lr: 6.023e-05, eta: 3:16:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8617, loss_cls: 1.2776, loss: 1.2776, grad_norm: 8.6934 2020-08-13 10:07:05,263 - mmaction - INFO - Epoch [253][1080/3757] lr: 6.023e-05, eta: 3:16:41, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8445, loss_cls: 1.4004, loss: 1.4004, grad_norm: 9.3292 2020-08-13 10:07:21,040 - mmaction - INFO - Epoch [253][1100/3757] lr: 6.023e-05, eta: 3:16:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8680, loss_cls: 1.2848, loss: 1.2848, grad_norm: 9.0135 2020-08-13 10:07:36,874 - mmaction - INFO - Epoch [253][1120/3757] lr: 6.023e-05, eta: 3:16:07, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8562, loss_cls: 1.3499, loss: 1.3499, grad_norm: 9.2435 2020-08-13 10:07:52,666 - mmaction - INFO - Epoch [253][1140/3757] lr: 6.023e-05, eta: 3:15:49, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4141, loss: 1.4141, grad_norm: 9.1940 2020-08-13 10:08:08,452 - mmaction - INFO - Epoch [253][1160/3757] lr: 6.023e-05, eta: 3:15:32, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8570, loss_cls: 1.3006, loss: 1.3006, grad_norm: 8.8279 2020-08-13 10:08:24,261 - mmaction - INFO - Epoch [253][1180/3757] lr: 6.023e-05, eta: 3:15:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8586, loss_cls: 1.3067, loss: 1.3067, grad_norm: 8.8731 2020-08-13 10:08:40,047 - mmaction - INFO - Epoch [253][1200/3757] lr: 6.023e-05, eta: 3:14:58, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.7086, top5_acc: 0.8680, loss_cls: 1.2620, loss: 1.2620, grad_norm: 8.8749 2020-08-13 10:08:55,823 - mmaction - INFO - Epoch [253][1220/3757] lr: 6.023e-05, eta: 3:14:41, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3904, loss: 1.3904, grad_norm: 9.3724 2020-08-13 10:09:11,614 - mmaction - INFO - Epoch [253][1240/3757] lr: 6.023e-05, eta: 3:14:24, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.7016, top5_acc: 0.8586, loss_cls: 1.2833, loss: 1.2833, grad_norm: 8.6216 2020-08-13 10:09:27,401 - mmaction - INFO - Epoch [253][1260/3757] lr: 6.023e-05, eta: 3:14:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8477, loss_cls: 1.3870, loss: 1.3870, grad_norm: 9.0878 2020-08-13 10:09:43,208 - mmaction - INFO - Epoch [253][1280/3757] lr: 6.023e-05, eta: 3:13:50, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8742, loss_cls: 1.2471, loss: 1.2471, grad_norm: 8.8389 2020-08-13 10:09:59,009 - mmaction - INFO - Epoch [253][1300/3757] lr: 6.023e-05, eta: 3:13:32, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8453, loss_cls: 1.3649, loss: 1.3649, grad_norm: 8.9451 2020-08-13 10:10:14,884 - mmaction - INFO - Epoch [253][1320/3757] lr: 6.023e-05, eta: 3:13:15, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8516, loss_cls: 1.3343, loss: 1.3343, grad_norm: 8.8335 2020-08-13 10:10:30,695 - mmaction - INFO - Epoch [253][1340/3757] lr: 6.023e-05, eta: 3:12:58, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8531, loss_cls: 1.3237, loss: 1.3237, grad_norm: 9.0598 2020-08-13 10:10:46,558 - mmaction - INFO - Epoch [253][1360/3757] lr: 6.023e-05, eta: 3:12:41, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8562, loss_cls: 1.3427, loss: 1.3427, grad_norm: 8.8301 2020-08-13 10:11:02,327 - mmaction - INFO - Epoch [253][1380/3757] lr: 6.023e-05, eta: 3:12:24, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.7102, top5_acc: 0.8695, loss_cls: 1.2328, loss: 1.2328, grad_norm: 8.5856 2020-08-13 10:11:18,058 - mmaction - INFO - Epoch [253][1400/3757] lr: 6.023e-05, eta: 3:12:07, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8461, loss_cls: 1.3340, loss: 1.3340, grad_norm: 8.9489 2020-08-13 10:11:33,935 - mmaction - INFO - Epoch [253][1420/3757] lr: 6.023e-05, eta: 3:11:50, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8695, loss_cls: 1.3182, loss: 1.3182, grad_norm: 9.0909 2020-08-13 10:11:49,724 - mmaction - INFO - Epoch [253][1440/3757] lr: 6.023e-05, eta: 3:11:33, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8641, loss_cls: 1.2649, loss: 1.2649, grad_norm: 8.5020 2020-08-13 10:12:05,543 - mmaction - INFO - Epoch [253][1460/3757] lr: 6.023e-05, eta: 3:11:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8531, loss_cls: 1.3250, loss: 1.3250, grad_norm: 8.8508 2020-08-13 10:12:21,345 - mmaction - INFO - Epoch [253][1480/3757] lr: 6.023e-05, eta: 3:10:58, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8648, loss_cls: 1.2736, loss: 1.2736, grad_norm: 9.0683 2020-08-13 10:12:37,163 - mmaction - INFO - Epoch [253][1500/3757] lr: 6.023e-05, eta: 3:10:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8766, loss_cls: 1.2214, loss: 1.2214, grad_norm: 8.7750 2020-08-13 10:12:52,994 - mmaction - INFO - Epoch [253][1520/3757] lr: 6.023e-05, eta: 3:10:24, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8633, loss_cls: 1.3203, loss: 1.3203, grad_norm: 8.5563 2020-08-13 10:13:08,659 - mmaction - INFO - Epoch [253][1540/3757] lr: 6.023e-05, eta: 3:10:07, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8656, loss_cls: 1.2366, loss: 1.2366, grad_norm: 8.5804 2020-08-13 10:13:24,388 - mmaction - INFO - Epoch [253][1560/3757] lr: 6.023e-05, eta: 3:09:50, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.7047, top5_acc: 0.8750, loss_cls: 1.2355, loss: 1.2355, grad_norm: 8.5755 2020-08-13 10:13:40,204 - mmaction - INFO - Epoch [253][1580/3757] lr: 6.023e-05, eta: 3:09:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.7023, top5_acc: 0.8664, loss_cls: 1.2343, loss: 1.2343, grad_norm: 8.5898 2020-08-13 10:13:55,987 - mmaction - INFO - Epoch [253][1600/3757] lr: 6.023e-05, eta: 3:09:16, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8562, loss_cls: 1.3188, loss: 1.3188, grad_norm: 9.0222 2020-08-13 10:14:11,741 - mmaction - INFO - Epoch [253][1620/3757] lr: 6.023e-05, eta: 3:08:59, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8461, loss_cls: 1.3385, loss: 1.3385, grad_norm: 8.9409 2020-08-13 10:14:27,556 - mmaction - INFO - Epoch [253][1640/3757] lr: 6.023e-05, eta: 3:08:41, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8703, loss_cls: 1.2359, loss: 1.2359, grad_norm: 8.8982 2020-08-13 10:14:43,321 - mmaction - INFO - Epoch [253][1660/3757] lr: 6.023e-05, eta: 3:08:24, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.7008, top5_acc: 0.8664, loss_cls: 1.2602, loss: 1.2602, grad_norm: 8.6615 2020-08-13 10:14:59,109 - mmaction - INFO - Epoch [253][1680/3757] lr: 6.023e-05, eta: 3:08:07, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8578, loss_cls: 1.3320, loss: 1.3320, grad_norm: 8.8529 2020-08-13 10:15:15,026 - mmaction - INFO - Epoch [253][1700/3757] lr: 6.023e-05, eta: 3:07:50, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.7023, top5_acc: 0.8648, loss_cls: 1.2719, loss: 1.2719, grad_norm: 9.0102 2020-08-13 10:15:30,921 - mmaction - INFO - Epoch [253][1720/3757] lr: 6.023e-05, eta: 3:07:33, time: 0.794, data_time: 0.001, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8570, loss_cls: 1.2674, loss: 1.2674, grad_norm: 8.5983 2020-08-13 10:15:46,685 - mmaction - INFO - Epoch [253][1740/3757] lr: 6.023e-05, eta: 3:07:16, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.7156, top5_acc: 0.8703, loss_cls: 1.2050, loss: 1.2050, grad_norm: 8.6495 2020-08-13 10:16:02,510 - mmaction - INFO - Epoch [253][1760/3757] lr: 6.023e-05, eta: 3:06:59, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8688, loss_cls: 1.3017, loss: 1.3017, grad_norm: 8.9953 2020-08-13 10:16:18,334 - mmaction - INFO - Epoch [253][1780/3757] lr: 6.023e-05, eta: 3:06:42, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8703, loss_cls: 1.3077, loss: 1.3077, grad_norm: 8.9446 2020-08-13 10:16:34,151 - mmaction - INFO - Epoch [253][1800/3757] lr: 6.023e-05, eta: 3:06:25, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8648, loss_cls: 1.3084, loss: 1.3084, grad_norm: 9.1029 2020-08-13 10:16:49,937 - mmaction - INFO - Epoch [253][1820/3757] lr: 6.023e-05, eta: 3:06:08, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8352, loss_cls: 1.4090, loss: 1.4090, grad_norm: 9.0949 2020-08-13 10:17:05,729 - mmaction - INFO - Epoch [253][1840/3757] lr: 6.023e-05, eta: 3:05:50, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8797, loss_cls: 1.2368, loss: 1.2368, grad_norm: 8.9841 2020-08-13 10:17:21,566 - mmaction - INFO - Epoch [253][1860/3757] lr: 6.023e-05, eta: 3:05:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.7008, top5_acc: 0.8609, loss_cls: 1.2487, loss: 1.2487, grad_norm: 8.7057 2020-08-13 10:17:37,381 - mmaction - INFO - Epoch [253][1880/3757] lr: 6.023e-05, eta: 3:05:16, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8656, loss_cls: 1.2487, loss: 1.2487, grad_norm: 8.8200 2020-08-13 10:17:53,162 - mmaction - INFO - Epoch [253][1900/3757] lr: 6.023e-05, eta: 3:04:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8516, loss_cls: 1.3175, loss: 1.3175, grad_norm: 9.0729 2020-08-13 10:18:08,915 - mmaction - INFO - Epoch [253][1920/3757] lr: 6.023e-05, eta: 3:04:42, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8578, loss_cls: 1.3508, loss: 1.3508, grad_norm: 9.0809 2020-08-13 10:18:24,707 - mmaction - INFO - Epoch [253][1940/3757] lr: 6.023e-05, eta: 3:04:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8477, loss_cls: 1.4397, loss: 1.4397, grad_norm: 9.1040 2020-08-13 10:18:41,086 - mmaction - INFO - Epoch [253][1960/3757] lr: 6.023e-05, eta: 3:04:08, time: 0.819, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8711, loss_cls: 1.2900, loss: 1.2900, grad_norm: 9.0082 2020-08-13 10:18:57,145 - mmaction - INFO - Epoch [253][1980/3757] lr: 6.023e-05, eta: 3:03:51, time: 0.803, data_time: 0.012, memory: 6192, top1_acc: 0.7055, top5_acc: 0.8703, loss_cls: 1.2403, loss: 1.2403, grad_norm: 8.4741 2020-08-13 10:19:12,909 - mmaction - INFO - Epoch [253][2000/3757] lr: 6.023e-05, eta: 3:03:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8680, loss_cls: 1.2972, loss: 1.2972, grad_norm: 8.9765 2020-08-13 10:19:28,713 - mmaction - INFO - Epoch [253][2020/3757] lr: 6.023e-05, eta: 3:03:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3633, loss: 1.3633, grad_norm: 9.0292 2020-08-13 10:19:44,530 - mmaction - INFO - Epoch [253][2040/3757] lr: 6.023e-05, eta: 3:03:00, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8500, loss_cls: 1.2955, loss: 1.2955, grad_norm: 8.7797 2020-08-13 10:20:00,357 - mmaction - INFO - Epoch [253][2060/3757] lr: 6.023e-05, eta: 3:02:43, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8477, loss_cls: 1.4051, loss: 1.4051, grad_norm: 9.2001 2020-08-13 10:20:16,175 - mmaction - INFO - Epoch [253][2080/3757] lr: 6.023e-05, eta: 3:02:25, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8531, loss_cls: 1.3402, loss: 1.3402, grad_norm: 9.1564 2020-08-13 10:20:32,111 - mmaction - INFO - Epoch [253][2100/3757] lr: 6.023e-05, eta: 3:02:08, time: 0.798, data_time: 0.005, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8594, loss_cls: 1.2613, loss: 1.2613, grad_norm: 8.6854 2020-08-13 10:20:47,990 - mmaction - INFO - Epoch [253][2120/3757] lr: 6.023e-05, eta: 3:01:51, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6570, top5_acc: 0.8406, loss_cls: 1.4071, loss: 1.4071, grad_norm: 9.1647 2020-08-13 10:21:03,806 - mmaction - INFO - Epoch [253][2140/3757] lr: 6.023e-05, eta: 3:01:34, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.2848, loss: 1.2848, grad_norm: 8.8600 2020-08-13 10:21:19,564 - mmaction - INFO - Epoch [253][2160/3757] lr: 6.023e-05, eta: 3:01:17, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8531, loss_cls: 1.3669, loss: 1.3669, grad_norm: 9.0851 2020-08-13 10:21:35,453 - mmaction - INFO - Epoch [253][2180/3757] lr: 6.023e-05, eta: 3:01:00, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8367, loss_cls: 1.3810, loss: 1.3810, grad_norm: 9.0792 2020-08-13 10:21:51,269 - mmaction - INFO - Epoch [253][2200/3757] lr: 6.023e-05, eta: 3:00:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8492, loss_cls: 1.3582, loss: 1.3582, grad_norm: 8.8735 2020-08-13 10:22:07,015 - mmaction - INFO - Epoch [253][2220/3757] lr: 6.023e-05, eta: 3:00:26, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8680, loss_cls: 1.2842, loss: 1.2842, grad_norm: 8.7029 2020-08-13 10:22:22,788 - mmaction - INFO - Epoch [253][2240/3757] lr: 6.023e-05, eta: 3:00:09, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8555, loss_cls: 1.3486, loss: 1.3486, grad_norm: 9.0803 2020-08-13 10:22:38,588 - mmaction - INFO - Epoch [253][2260/3757] lr: 6.023e-05, eta: 2:59:52, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8578, loss_cls: 1.2941, loss: 1.2941, grad_norm: 8.8561 2020-08-13 10:22:54,412 - mmaction - INFO - Epoch [253][2280/3757] lr: 6.023e-05, eta: 2:59:35, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8633, loss_cls: 1.3109, loss: 1.3109, grad_norm: 8.7213 2020-08-13 10:23:10,117 - mmaction - INFO - Epoch [253][2300/3757] lr: 6.023e-05, eta: 2:59:17, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.7109, top5_acc: 0.8766, loss_cls: 1.2175, loss: 1.2175, grad_norm: 8.6733 2020-08-13 10:23:25,871 - mmaction - INFO - Epoch [253][2320/3757] lr: 6.023e-05, eta: 2:59:00, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8562, loss_cls: 1.3344, loss: 1.3344, grad_norm: 9.1511 2020-08-13 10:23:41,658 - mmaction - INFO - Epoch [253][2340/3757] lr: 6.023e-05, eta: 2:58:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.7086, top5_acc: 0.8742, loss_cls: 1.1614, loss: 1.1614, grad_norm: 8.5301 2020-08-13 10:23:57,427 - mmaction - INFO - Epoch [253][2360/3757] lr: 6.023e-05, eta: 2:58:26, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3520, loss: 1.3520, grad_norm: 9.0746 2020-08-13 10:24:13,192 - mmaction - INFO - Epoch [253][2380/3757] lr: 6.023e-05, eta: 2:58:09, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8602, loss_cls: 1.3068, loss: 1.3068, grad_norm: 8.6972 2020-08-13 10:24:29,045 - mmaction - INFO - Epoch [253][2400/3757] lr: 6.023e-05, eta: 2:57:52, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8516, loss_cls: 1.3140, loss: 1.3140, grad_norm: 8.8545 2020-08-13 10:24:44,817 - mmaction - INFO - Epoch [253][2420/3757] lr: 6.023e-05, eta: 2:57:35, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.7164, top5_acc: 0.8820, loss_cls: 1.2283, loss: 1.2283, grad_norm: 8.6539 2020-08-13 10:25:00,671 - mmaction - INFO - Epoch [253][2440/3757] lr: 6.023e-05, eta: 2:57:18, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6492, top5_acc: 0.8375, loss_cls: 1.4409, loss: 1.4409, grad_norm: 9.1842 2020-08-13 10:25:16,384 - mmaction - INFO - Epoch [253][2460/3757] lr: 6.023e-05, eta: 2:57:01, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.3232, loss: 1.3232, grad_norm: 8.8917 2020-08-13 10:25:32,115 - mmaction - INFO - Epoch [253][2480/3757] lr: 6.023e-05, eta: 2:56:44, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8672, loss_cls: 1.2632, loss: 1.2632, grad_norm: 8.5951 2020-08-13 10:25:47,914 - mmaction - INFO - Epoch [253][2500/3757] lr: 6.023e-05, eta: 2:56:27, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.7078, top5_acc: 0.8719, loss_cls: 1.2136, loss: 1.2136, grad_norm: 8.5634 2020-08-13 10:26:03,683 - mmaction - INFO - Epoch [253][2520/3757] lr: 6.023e-05, eta: 2:56:10, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8633, loss_cls: 1.2910, loss: 1.2910, grad_norm: 8.7632 2020-08-13 10:26:19,552 - mmaction - INFO - Epoch [253][2540/3757] lr: 6.023e-05, eta: 2:55:52, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8711, loss_cls: 1.2555, loss: 1.2555, grad_norm: 8.6447 2020-08-13 10:26:35,364 - mmaction - INFO - Epoch [253][2560/3757] lr: 6.023e-05, eta: 2:55:35, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8617, loss_cls: 1.3221, loss: 1.3221, grad_norm: 8.8536 2020-08-13 10:26:51,193 - mmaction - INFO - Epoch [253][2580/3757] lr: 6.023e-05, eta: 2:55:18, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8500, loss_cls: 1.3383, loss: 1.3383, grad_norm: 8.6338 2020-08-13 10:27:06,996 - mmaction - INFO - Epoch [253][2600/3757] lr: 6.023e-05, eta: 2:55:01, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8719, loss_cls: 1.2466, loss: 1.2466, grad_norm: 8.8082 2020-08-13 10:27:22,773 - mmaction - INFO - Epoch [253][2620/3757] lr: 6.023e-05, eta: 2:54:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.3010, loss: 1.3010, grad_norm: 9.0729 2020-08-13 10:27:38,571 - mmaction - INFO - Epoch [253][2640/3757] lr: 6.023e-05, eta: 2:54:27, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8586, loss_cls: 1.2916, loss: 1.2916, grad_norm: 8.8471 2020-08-13 10:27:55,037 - mmaction - INFO - Epoch [253][2660/3757] lr: 6.023e-05, eta: 2:54:10, time: 0.823, data_time: 0.032, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8477, loss_cls: 1.3620, loss: 1.3620, grad_norm: 9.1572 2020-08-13 10:28:10,805 - mmaction - INFO - Epoch [253][2680/3757] lr: 6.023e-05, eta: 2:53:53, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3509, loss: 1.3509, grad_norm: 8.9223 2020-08-13 10:28:26,632 - mmaction - INFO - Epoch [253][2700/3757] lr: 6.023e-05, eta: 2:53:36, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8664, loss_cls: 1.2769, loss: 1.2769, grad_norm: 9.1416 2020-08-13 10:28:42,454 - mmaction - INFO - Epoch [253][2720/3757] lr: 6.023e-05, eta: 2:53:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8695, loss_cls: 1.2775, loss: 1.2775, grad_norm: 8.7314 2020-08-13 10:28:58,227 - mmaction - INFO - Epoch [253][2740/3757] lr: 6.023e-05, eta: 2:53:02, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.7109, top5_acc: 0.8781, loss_cls: 1.2243, loss: 1.2243, grad_norm: 8.5877 2020-08-13 10:29:14,080 - mmaction - INFO - Epoch [253][2760/3757] lr: 6.023e-05, eta: 2:52:45, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8445, loss_cls: 1.3710, loss: 1.3710, grad_norm: 9.2007 2020-08-13 10:29:29,938 - mmaction - INFO - Epoch [253][2780/3757] lr: 6.023e-05, eta: 2:52:28, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.7125, top5_acc: 0.8641, loss_cls: 1.2255, loss: 1.2255, grad_norm: 8.8968 2020-08-13 10:29:45,666 - mmaction - INFO - Epoch [253][2800/3757] lr: 6.023e-05, eta: 2:52:11, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.2839, loss: 1.2839, grad_norm: 8.7233 2020-08-13 10:30:01,486 - mmaction - INFO - Epoch [253][2820/3757] lr: 6.023e-05, eta: 2:51:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8586, loss_cls: 1.3022, loss: 1.3022, grad_norm: 9.1401 2020-08-13 10:30:17,265 - mmaction - INFO - Epoch [253][2840/3757] lr: 6.023e-05, eta: 2:51:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.7047, top5_acc: 0.8820, loss_cls: 1.2086, loss: 1.2086, grad_norm: 8.6159 2020-08-13 10:30:33,033 - mmaction - INFO - Epoch [253][2860/3757] lr: 6.023e-05, eta: 2:51:19, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8492, loss_cls: 1.3378, loss: 1.3378, grad_norm: 8.8964 2020-08-13 10:30:48,913 - mmaction - INFO - Epoch [253][2880/3757] lr: 6.023e-05, eta: 2:51:02, time: 0.793, data_time: 0.008, memory: 6192, top1_acc: 0.7047, top5_acc: 0.8672, loss_cls: 1.2903, loss: 1.2903, grad_norm: 8.8967 2020-08-13 10:31:04,678 - mmaction - INFO - Epoch [253][2900/3757] lr: 6.023e-05, eta: 2:50:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8766, loss_cls: 1.2653, loss: 1.2653, grad_norm: 8.9175 2020-08-13 10:31:20,530 - mmaction - INFO - Epoch [253][2920/3757] lr: 6.023e-05, eta: 2:50:28, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8656, loss_cls: 1.2934, loss: 1.2934, grad_norm: 8.9702 2020-08-13 10:31:36,315 - mmaction - INFO - Epoch [253][2940/3757] lr: 6.023e-05, eta: 2:50:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8617, loss_cls: 1.2955, loss: 1.2955, grad_norm: 8.7685 2020-08-13 10:31:52,129 - mmaction - INFO - Epoch [253][2960/3757] lr: 6.023e-05, eta: 2:49:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.4027, loss: 1.4027, grad_norm: 9.4343 2020-08-13 10:32:07,902 - mmaction - INFO - Epoch [253][2980/3757] lr: 6.023e-05, eta: 2:49:37, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3283, loss: 1.3283, grad_norm: 8.8835 2020-08-13 10:32:23,723 - mmaction - INFO - Epoch [253][3000/3757] lr: 6.023e-05, eta: 2:49:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2217, loss: 1.2217, grad_norm: 8.7535 2020-08-13 10:32:39,543 - mmaction - INFO - Epoch [253][3020/3757] lr: 6.023e-05, eta: 2:49:03, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8633, loss_cls: 1.2725, loss: 1.2725, grad_norm: 8.7301 2020-08-13 10:32:55,915 - mmaction - INFO - Epoch [253][3040/3757] lr: 6.023e-05, eta: 2:48:46, time: 0.818, data_time: 0.007, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8570, loss_cls: 1.3649, loss: 1.3649, grad_norm: 9.1679 2020-08-13 10:33:11,711 - mmaction - INFO - Epoch [253][3060/3757] lr: 6.023e-05, eta: 2:48:29, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.7000, top5_acc: 0.8680, loss_cls: 1.2575, loss: 1.2575, grad_norm: 8.9299 2020-08-13 10:33:27,519 - mmaction - INFO - Epoch [253][3080/3757] lr: 6.023e-05, eta: 2:48:12, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8391, loss_cls: 1.3581, loss: 1.3581, grad_norm: 8.9050 2020-08-13 10:33:43,406 - mmaction - INFO - Epoch [253][3100/3757] lr: 6.023e-05, eta: 2:47:55, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8469, loss_cls: 1.3585, loss: 1.3585, grad_norm: 8.8028 2020-08-13 10:33:59,233 - mmaction - INFO - Epoch [253][3120/3757] lr: 6.023e-05, eta: 2:47:38, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8641, loss_cls: 1.2679, loss: 1.2679, grad_norm: 8.9238 2020-08-13 10:34:15,073 - mmaction - INFO - Epoch [253][3140/3757] lr: 6.023e-05, eta: 2:47:21, time: 0.792, data_time: 0.007, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.2748, loss: 1.2748, grad_norm: 8.9440 2020-08-13 10:34:30,871 - mmaction - INFO - Epoch [253][3160/3757] lr: 6.023e-05, eta: 2:47:04, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8547, loss_cls: 1.2913, loss: 1.2913, grad_norm: 9.0349 2020-08-13 10:34:46,647 - mmaction - INFO - Epoch [253][3180/3757] lr: 6.023e-05, eta: 2:46:47, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8688, loss_cls: 1.2923, loss: 1.2923, grad_norm: 8.8307 2020-08-13 10:35:02,516 - mmaction - INFO - Epoch [253][3200/3757] lr: 6.023e-05, eta: 2:46:30, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2744, loss: 1.2744, grad_norm: 8.9013 2020-08-13 10:35:18,249 - mmaction - INFO - Epoch [253][3220/3757] lr: 6.023e-05, eta: 2:46:12, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6984, top5_acc: 0.8664, loss_cls: 1.2701, loss: 1.2701, grad_norm: 8.7370 2020-08-13 10:35:34,090 - mmaction - INFO - Epoch [253][3240/3757] lr: 6.023e-05, eta: 2:45:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8609, loss_cls: 1.2986, loss: 1.2986, grad_norm: 8.9443 2020-08-13 10:35:49,921 - mmaction - INFO - Epoch [253][3260/3757] lr: 6.023e-05, eta: 2:45:38, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8625, loss_cls: 1.2969, loss: 1.2969, grad_norm: 8.9334 2020-08-13 10:36:05,692 - mmaction - INFO - Epoch [253][3280/3757] lr: 6.023e-05, eta: 2:45:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.2918, loss: 1.2918, grad_norm: 8.6970 2020-08-13 10:36:21,475 - mmaction - INFO - Epoch [253][3300/3757] lr: 6.023e-05, eta: 2:45:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8594, loss_cls: 1.3228, loss: 1.3228, grad_norm: 8.9628 2020-08-13 10:36:37,656 - mmaction - INFO - Epoch [253][3320/3757] lr: 6.023e-05, eta: 2:44:47, time: 0.809, data_time: 0.005, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8586, loss_cls: 1.3196, loss: 1.3196, grad_norm: 9.0815 2020-08-13 10:36:57,041 - mmaction - INFO - Epoch [253][3340/3757] lr: 6.023e-05, eta: 2:44:31, time: 0.969, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8609, loss_cls: 1.3095, loss: 1.3095, grad_norm: 8.9867 2020-08-13 10:37:12,871 - mmaction - INFO - Epoch [253][3360/3757] lr: 6.023e-05, eta: 2:44:14, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.7211, top5_acc: 0.8664, loss_cls: 1.2133, loss: 1.2133, grad_norm: 8.6025 2020-08-13 10:37:28,656 - mmaction - INFO - Epoch [253][3380/3757] lr: 6.023e-05, eta: 2:43:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2792, loss: 1.2792, grad_norm: 8.8778 2020-08-13 10:37:44,429 - mmaction - INFO - Epoch [253][3400/3757] lr: 6.023e-05, eta: 2:43:40, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.7063, top5_acc: 0.8656, loss_cls: 1.2365, loss: 1.2365, grad_norm: 8.5613 2020-08-13 10:38:00,207 - mmaction - INFO - Epoch [253][3420/3757] lr: 6.023e-05, eta: 2:43:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.7000, top5_acc: 0.8531, loss_cls: 1.3011, loss: 1.3011, grad_norm: 8.7426 2020-08-13 10:38:15,966 - mmaction - INFO - Epoch [253][3440/3757] lr: 6.023e-05, eta: 2:43:05, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2270, loss: 1.2270, grad_norm: 8.6286 2020-08-13 10:38:31,802 - mmaction - INFO - Epoch [253][3460/3757] lr: 6.023e-05, eta: 2:42:48, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8656, loss_cls: 1.3046, loss: 1.3046, grad_norm: 8.9219 2020-08-13 10:38:47,529 - mmaction - INFO - Epoch [253][3480/3757] lr: 6.023e-05, eta: 2:42:31, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.3236, loss: 1.3236, grad_norm: 8.9913 2020-08-13 10:39:03,290 - mmaction - INFO - Epoch [253][3500/3757] lr: 6.023e-05, eta: 2:42:14, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.7156, top5_acc: 0.8930, loss_cls: 1.1277, loss: 1.1277, grad_norm: 8.4131 2020-08-13 10:39:19,143 - mmaction - INFO - Epoch [253][3520/3757] lr: 6.023e-05, eta: 2:41:57, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2895, loss: 1.2895, grad_norm: 8.6983 2020-08-13 10:39:34,913 - mmaction - INFO - Epoch [253][3540/3757] lr: 6.023e-05, eta: 2:41:40, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8477, loss_cls: 1.3719, loss: 1.3719, grad_norm: 9.1441 2020-08-13 10:39:50,708 - mmaction - INFO - Epoch [253][3560/3757] lr: 6.023e-05, eta: 2:41:23, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8562, loss_cls: 1.3624, loss: 1.3624, grad_norm: 8.9914 2020-08-13 10:40:06,614 - mmaction - INFO - Epoch [253][3580/3757] lr: 6.023e-05, eta: 2:41:06, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.2264, loss: 1.2264, grad_norm: 8.5033 2020-08-13 10:40:22,310 - mmaction - INFO - Epoch [253][3600/3757] lr: 6.023e-05, eta: 2:40:49, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.3107, loss: 1.3107, grad_norm: 8.6057 2020-08-13 10:40:38,111 - mmaction - INFO - Epoch [253][3620/3757] lr: 6.023e-05, eta: 2:40:32, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8727, loss_cls: 1.3076, loss: 1.3076, grad_norm: 9.2336 2020-08-13 10:40:53,952 - mmaction - INFO - Epoch [253][3640/3757] lr: 6.023e-05, eta: 2:40:15, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2639, loss: 1.2639, grad_norm: 8.7219 2020-08-13 10:41:09,756 - mmaction - INFO - Epoch [253][3660/3757] lr: 6.023e-05, eta: 2:39:58, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.2630, loss: 1.2630, grad_norm: 8.6564 2020-08-13 10:41:25,592 - mmaction - INFO - Epoch [253][3680/3757] lr: 6.023e-05, eta: 2:39:41, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8680, loss_cls: 1.2584, loss: 1.2584, grad_norm: 8.7872 2020-08-13 10:41:41,364 - mmaction - INFO - Epoch [253][3700/3757] lr: 6.023e-05, eta: 2:39:24, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.7055, top5_acc: 0.8672, loss_cls: 1.2338, loss: 1.2338, grad_norm: 8.7693 2020-08-13 10:41:57,114 - mmaction - INFO - Epoch [253][3720/3757] lr: 6.023e-05, eta: 2:39:07, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8617, loss_cls: 1.2646, loss: 1.2646, grad_norm: 8.8642 2020-08-13 10:42:12,886 - mmaction - INFO - Epoch [253][3740/3757] lr: 6.023e-05, eta: 2:38:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8680, loss_cls: 1.2599, loss: 1.2599, grad_norm: 8.8895 2020-08-13 10:46:27,108 - mmaction - INFO - Epoch [254][20/3757] lr: 3.388e-05, eta: 2:38:45, time: 10.890, data_time: 10.014, memory: 6192, top1_acc: 0.6984, top5_acc: 0.8648, loss_cls: 1.2447, loss: 1.2447, grad_norm: 8.7125 2020-08-13 10:46:42,910 - mmaction - INFO - Epoch [254][40/3757] lr: 3.388e-05, eta: 2:38:28, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8609, loss_cls: 1.3669, loss: 1.3669, grad_norm: 9.0667 2020-08-13 10:46:58,797 - mmaction - INFO - Epoch [254][60/3757] lr: 3.388e-05, eta: 2:38:11, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8758, loss_cls: 1.2626, loss: 1.2626, grad_norm: 8.8974 2020-08-13 10:47:14,650 - mmaction - INFO - Epoch [254][80/3757] lr: 3.388e-05, eta: 2:37:54, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8609, loss_cls: 1.3339, loss: 1.3339, grad_norm: 9.0680 2020-08-13 10:47:30,503 - mmaction - INFO - Epoch [254][100/3757] lr: 3.388e-05, eta: 2:37:37, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8555, loss_cls: 1.3467, loss: 1.3467, grad_norm: 9.3548 2020-08-13 10:47:46,345 - mmaction - INFO - Epoch [254][120/3757] lr: 3.388e-05, eta: 2:37:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2966, loss: 1.2966, grad_norm: 8.9544 2020-08-13 10:48:02,142 - mmaction - INFO - Epoch [254][140/3757] lr: 3.388e-05, eta: 2:37:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8758, loss_cls: 1.2813, loss: 1.2813, grad_norm: 9.0357 2020-08-13 10:48:18,016 - mmaction - INFO - Epoch [254][160/3757] lr: 3.388e-05, eta: 2:36:45, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8484, loss_cls: 1.3682, loss: 1.3682, grad_norm: 9.0826 2020-08-13 10:48:33,804 - mmaction - INFO - Epoch [254][180/3757] lr: 3.388e-05, eta: 2:36:28, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8523, loss_cls: 1.3108, loss: 1.3108, grad_norm: 8.9317 2020-08-13 10:48:49,698 - mmaction - INFO - Epoch [254][200/3757] lr: 3.388e-05, eta: 2:36:11, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8609, loss_cls: 1.2988, loss: 1.2988, grad_norm: 8.9830 2020-08-13 10:49:05,604 - mmaction - INFO - Epoch [254][220/3757] lr: 3.388e-05, eta: 2:35:54, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8633, loss_cls: 1.3271, loss: 1.3271, grad_norm: 9.0362 2020-08-13 10:49:21,446 - mmaction - INFO - Epoch [254][240/3757] lr: 3.388e-05, eta: 2:35:37, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8516, loss_cls: 1.3722, loss: 1.3722, grad_norm: 9.1807 2020-08-13 10:49:37,209 - mmaction - INFO - Epoch [254][260/3757] lr: 3.388e-05, eta: 2:35:20, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.3151, loss: 1.3151, grad_norm: 9.1447 2020-08-13 10:49:52,983 - mmaction - INFO - Epoch [254][280/3757] lr: 3.388e-05, eta: 2:35:03, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2432, loss: 1.2432, grad_norm: 8.7149 2020-08-13 10:50:08,837 - mmaction - INFO - Epoch [254][300/3757] lr: 3.388e-05, eta: 2:34:46, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8703, loss_cls: 1.3009, loss: 1.3009, grad_norm: 9.1451 2020-08-13 10:50:24,601 - mmaction - INFO - Epoch [254][320/3757] lr: 3.388e-05, eta: 2:34:29, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8508, loss_cls: 1.3280, loss: 1.3280, grad_norm: 9.2092 2020-08-13 10:50:40,426 - mmaction - INFO - Epoch [254][340/3757] lr: 3.388e-05, eta: 2:34:12, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8766, loss_cls: 1.2516, loss: 1.2516, grad_norm: 9.2635 2020-08-13 10:50:56,181 - mmaction - INFO - Epoch [254][360/3757] lr: 3.388e-05, eta: 2:33:55, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8734, loss_cls: 1.2755, loss: 1.2755, grad_norm: 9.1186 2020-08-13 10:51:11,970 - mmaction - INFO - Epoch [254][380/3757] lr: 3.388e-05, eta: 2:33:38, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8414, loss_cls: 1.3376, loss: 1.3376, grad_norm: 9.1340 2020-08-13 10:51:27,693 - mmaction - INFO - Epoch [254][400/3757] lr: 3.388e-05, eta: 2:33:20, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8672, loss_cls: 1.2817, loss: 1.2817, grad_norm: 9.1027 2020-08-13 10:51:43,407 - mmaction - INFO - Epoch [254][420/3757] lr: 3.388e-05, eta: 2:33:03, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6484, top5_acc: 0.8523, loss_cls: 1.4524, loss: 1.4524, grad_norm: 9.5200 2020-08-13 10:51:59,219 - mmaction - INFO - Epoch [254][440/3757] lr: 3.388e-05, eta: 2:32:46, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8430, loss_cls: 1.3680, loss: 1.3680, grad_norm: 8.8352 2020-08-13 10:52:15,046 - mmaction - INFO - Epoch [254][460/3757] lr: 3.388e-05, eta: 2:32:29, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8516, loss_cls: 1.3382, loss: 1.3382, grad_norm: 9.0026 2020-08-13 10:52:30,942 - mmaction - INFO - Epoch [254][480/3757] lr: 3.388e-05, eta: 2:32:12, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8711, loss_cls: 1.2995, loss: 1.2995, grad_norm: 9.1830 2020-08-13 10:52:46,742 - mmaction - INFO - Epoch [254][500/3757] lr: 3.388e-05, eta: 2:31:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.7000, top5_acc: 0.8555, loss_cls: 1.2696, loss: 1.2696, grad_norm: 8.7145 2020-08-13 10:53:02,597 - mmaction - INFO - Epoch [254][520/3757] lr: 3.388e-05, eta: 2:31:38, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8461, loss_cls: 1.3801, loss: 1.3801, grad_norm: 9.2108 2020-08-13 10:53:18,290 - mmaction - INFO - Epoch [254][540/3757] lr: 3.388e-05, eta: 2:31:21, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8484, loss_cls: 1.3690, loss: 1.3690, grad_norm: 9.0414 2020-08-13 10:53:34,128 - mmaction - INFO - Epoch [254][560/3757] lr: 3.388e-05, eta: 2:31:04, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.3176, loss: 1.3176, grad_norm: 9.1994 2020-08-13 10:53:50,041 - mmaction - INFO - Epoch [254][580/3757] lr: 3.388e-05, eta: 2:30:47, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.7055, top5_acc: 0.8719, loss_cls: 1.1802, loss: 1.1802, grad_norm: 8.4032 2020-08-13 10:54:05,782 - mmaction - INFO - Epoch [254][600/3757] lr: 3.388e-05, eta: 2:30:30, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.2221, loss: 1.2221, grad_norm: 8.7969 2020-08-13 10:54:21,574 - mmaction - INFO - Epoch [254][620/3757] lr: 3.388e-05, eta: 2:30:13, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3337, loss: 1.3337, grad_norm: 9.0883 2020-08-13 10:54:37,341 - mmaction - INFO - Epoch [254][640/3757] lr: 3.388e-05, eta: 2:29:56, time: 0.790, data_time: 0.006, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8578, loss_cls: 1.3584, loss: 1.3584, grad_norm: 8.9049 2020-08-13 10:54:53,202 - mmaction - INFO - Epoch [254][660/3757] lr: 3.388e-05, eta: 2:29:38, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.2394, loss: 1.2394, grad_norm: 8.9996 2020-08-13 10:55:09,080 - mmaction - INFO - Epoch [254][680/3757] lr: 3.388e-05, eta: 2:29:21, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8680, loss_cls: 1.3098, loss: 1.3098, grad_norm: 8.9921 2020-08-13 10:55:24,838 - mmaction - INFO - Epoch [254][700/3757] lr: 3.388e-05, eta: 2:29:04, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8641, loss_cls: 1.3312, loss: 1.3312, grad_norm: 9.2457 2020-08-13 10:55:40,675 - mmaction - INFO - Epoch [254][720/3757] lr: 3.388e-05, eta: 2:28:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8594, loss_cls: 1.3199, loss: 1.3199, grad_norm: 9.0414 2020-08-13 10:55:56,456 - mmaction - INFO - Epoch [254][740/3757] lr: 3.388e-05, eta: 2:28:30, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.2188, loss: 1.2188, grad_norm: 8.7726 2020-08-13 10:56:12,294 - mmaction - INFO - Epoch [254][760/3757] lr: 3.388e-05, eta: 2:28:13, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.7086, top5_acc: 0.8836, loss_cls: 1.1998, loss: 1.1998, grad_norm: 8.9275 2020-08-13 10:56:27,985 - mmaction - INFO - Epoch [254][780/3757] lr: 3.388e-05, eta: 2:27:56, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8766, loss_cls: 1.2534, loss: 1.2534, grad_norm: 8.7814 2020-08-13 10:56:43,869 - mmaction - INFO - Epoch [254][800/3757] lr: 3.388e-05, eta: 2:27:39, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8547, loss_cls: 1.3538, loss: 1.3538, grad_norm: 9.2056 2020-08-13 10:56:59,655 - mmaction - INFO - Epoch [254][820/3757] lr: 3.388e-05, eta: 2:27:22, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8656, loss_cls: 1.2595, loss: 1.2595, grad_norm: 8.5982 2020-08-13 10:57:15,519 - mmaction - INFO - Epoch [254][840/3757] lr: 3.388e-05, eta: 2:27:05, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8578, loss_cls: 1.3344, loss: 1.3344, grad_norm: 9.2393 2020-08-13 10:57:31,391 - mmaction - INFO - Epoch [254][860/3757] lr: 3.388e-05, eta: 2:26:48, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2691, loss: 1.2691, grad_norm: 8.7281 2020-08-13 10:57:47,191 - mmaction - INFO - Epoch [254][880/3757] lr: 3.388e-05, eta: 2:26:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.2217, loss: 1.2217, grad_norm: 9.0098 2020-08-13 10:58:02,987 - mmaction - INFO - Epoch [254][900/3757] lr: 3.388e-05, eta: 2:26:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2292, loss: 1.2292, grad_norm: 8.9754 2020-08-13 10:58:18,779 - mmaction - INFO - Epoch [254][920/3757] lr: 3.388e-05, eta: 2:25:57, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.2984, loss: 1.2984, grad_norm: 8.8787 2020-08-13 10:58:34,526 - mmaction - INFO - Epoch [254][940/3757] lr: 3.388e-05, eta: 2:25:40, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8430, loss_cls: 1.3337, loss: 1.3337, grad_norm: 8.8846 2020-08-13 10:58:50,405 - mmaction - INFO - Epoch [254][960/3757] lr: 3.388e-05, eta: 2:25:22, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8695, loss_cls: 1.3250, loss: 1.3250, grad_norm: 9.2034 2020-08-13 10:59:06,078 - mmaction - INFO - Epoch [254][980/3757] lr: 3.388e-05, eta: 2:25:05, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8656, loss_cls: 1.3077, loss: 1.3077, grad_norm: 8.8578 2020-08-13 10:59:21,862 - mmaction - INFO - Epoch [254][1000/3757] lr: 3.388e-05, eta: 2:24:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8633, loss_cls: 1.2758, loss: 1.2758, grad_norm: 8.6892 2020-08-13 10:59:37,600 - mmaction - INFO - Epoch [254][1020/3757] lr: 3.388e-05, eta: 2:24:31, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8445, loss_cls: 1.3595, loss: 1.3595, grad_norm: 8.9569 2020-08-13 10:59:53,382 - mmaction - INFO - Epoch [254][1040/3757] lr: 3.388e-05, eta: 2:24:14, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.2406, loss: 1.2406, grad_norm: 8.6477 2020-08-13 11:00:14,108 - mmaction - INFO - Epoch [254][1060/3757] lr: 3.388e-05, eta: 2:23:58, time: 1.029, data_time: 0.007, memory: 6192, top1_acc: 0.6984, top5_acc: 0.8664, loss_cls: 1.2899, loss: 1.2899, grad_norm: 8.9577 2020-08-13 11:00:30,048 - mmaction - INFO - Epoch [254][1080/3757] lr: 3.388e-05, eta: 2:23:41, time: 0.804, data_time: 0.014, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8641, loss_cls: 1.3202, loss: 1.3202, grad_norm: 8.7570 2020-08-13 11:00:45,909 - mmaction - INFO - Epoch [254][1100/3757] lr: 3.388e-05, eta: 2:23:24, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8852, loss_cls: 1.2054, loss: 1.2054, grad_norm: 8.6801 2020-08-13 11:01:01,696 - mmaction - INFO - Epoch [254][1120/3757] lr: 3.388e-05, eta: 2:23:07, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.7039, top5_acc: 0.8727, loss_cls: 1.1963, loss: 1.1963, grad_norm: 8.6228 2020-08-13 11:01:17,488 - mmaction - INFO - Epoch [254][1140/3757] lr: 3.388e-05, eta: 2:22:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8688, loss_cls: 1.2798, loss: 1.2798, grad_norm: 8.6752 2020-08-13 11:01:33,323 - mmaction - INFO - Epoch [254][1160/3757] lr: 3.388e-05, eta: 2:22:32, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8445, loss_cls: 1.3256, loss: 1.3256, grad_norm: 8.7368 2020-08-13 11:01:49,141 - mmaction - INFO - Epoch [254][1180/3757] lr: 3.388e-05, eta: 2:22:15, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.7117, top5_acc: 0.8727, loss_cls: 1.1942, loss: 1.1942, grad_norm: 8.5476 2020-08-13 11:02:04,904 - mmaction - INFO - Epoch [254][1200/3757] lr: 3.388e-05, eta: 2:21:58, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.2867, loss: 1.2867, grad_norm: 8.8457 2020-08-13 11:02:20,706 - mmaction - INFO - Epoch [254][1220/3757] lr: 3.388e-05, eta: 2:21:41, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8484, loss_cls: 1.3429, loss: 1.3429, grad_norm: 9.1500 2020-08-13 11:02:37,333 - mmaction - INFO - Epoch [254][1240/3757] lr: 3.388e-05, eta: 2:21:24, time: 0.831, data_time: 0.042, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8594, loss_cls: 1.3701, loss: 1.3701, grad_norm: 9.3377 2020-08-13 11:02:53,179 - mmaction - INFO - Epoch [254][1260/3757] lr: 3.388e-05, eta: 2:21:07, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8531, loss_cls: 1.3561, loss: 1.3561, grad_norm: 9.0863 2020-08-13 11:03:08,989 - mmaction - INFO - Epoch [254][1280/3757] lr: 3.388e-05, eta: 2:20:50, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8781, loss_cls: 1.2498, loss: 1.2498, grad_norm: 8.9354 2020-08-13 11:03:24,780 - mmaction - INFO - Epoch [254][1300/3757] lr: 3.388e-05, eta: 2:20:33, time: 0.791, data_time: 0.002, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8555, loss_cls: 1.3611, loss: 1.3611, grad_norm: 9.1590 2020-08-13 11:03:40,606 - mmaction - INFO - Epoch [254][1320/3757] lr: 3.388e-05, eta: 2:20:16, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.7078, top5_acc: 0.8641, loss_cls: 1.2333, loss: 1.2333, grad_norm: 8.6699 2020-08-13 11:03:56,464 - mmaction - INFO - Epoch [254][1340/3757] lr: 3.388e-05, eta: 2:19:59, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8664, loss_cls: 1.3083, loss: 1.3083, grad_norm: 9.1158 2020-08-13 11:04:12,277 - mmaction - INFO - Epoch [254][1360/3757] lr: 3.388e-05, eta: 2:19:42, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8602, loss_cls: 1.2990, loss: 1.2990, grad_norm: 9.1560 2020-08-13 11:04:28,035 - mmaction - INFO - Epoch [254][1380/3757] lr: 3.388e-05, eta: 2:19:25, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.2260, loss: 1.2260, grad_norm: 8.6730 2020-08-13 11:04:43,841 - mmaction - INFO - Epoch [254][1400/3757] lr: 3.388e-05, eta: 2:19:08, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8594, loss_cls: 1.3701, loss: 1.3701, grad_norm: 9.0126 2020-08-13 11:04:59,633 - mmaction - INFO - Epoch [254][1420/3757] lr: 3.388e-05, eta: 2:18:51, time: 0.790, data_time: 0.001, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8453, loss_cls: 1.4009, loss: 1.4009, grad_norm: 9.2510 2020-08-13 11:05:15,348 - mmaction - INFO - Epoch [254][1440/3757] lr: 3.388e-05, eta: 2:18:34, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8625, loss_cls: 1.3042, loss: 1.3042, grad_norm: 8.8699 2020-08-13 11:05:31,232 - mmaction - INFO - Epoch [254][1460/3757] lr: 3.388e-05, eta: 2:18:17, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2238, loss: 1.2238, grad_norm: 8.6884 2020-08-13 11:05:46,992 - mmaction - INFO - Epoch [254][1480/3757] lr: 3.388e-05, eta: 2:18:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8516, loss_cls: 1.3577, loss: 1.3577, grad_norm: 9.0380 2020-08-13 11:06:02,802 - mmaction - INFO - Epoch [254][1500/3757] lr: 3.388e-05, eta: 2:17:43, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8594, loss_cls: 1.2886, loss: 1.2886, grad_norm: 8.7706 2020-08-13 11:06:18,594 - mmaction - INFO - Epoch [254][1520/3757] lr: 3.388e-05, eta: 2:17:26, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.3373, loss: 1.3373, grad_norm: 9.2252 2020-08-13 11:06:34,407 - mmaction - INFO - Epoch [254][1540/3757] lr: 3.388e-05, eta: 2:17:09, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8492, loss_cls: 1.3489, loss: 1.3489, grad_norm: 8.9818 2020-08-13 11:06:50,279 - mmaction - INFO - Epoch [254][1560/3757] lr: 3.388e-05, eta: 2:16:52, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8617, loss_cls: 1.3234, loss: 1.3234, grad_norm: 8.9545 2020-08-13 11:07:05,994 - mmaction - INFO - Epoch [254][1580/3757] lr: 3.388e-05, eta: 2:16:34, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.7109, top5_acc: 0.8625, loss_cls: 1.2326, loss: 1.2326, grad_norm: 8.4556 2020-08-13 11:07:21,753 - mmaction - INFO - Epoch [254][1600/3757] lr: 3.388e-05, eta: 2:16:17, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.2988, loss: 1.2988, grad_norm: 9.0040 2020-08-13 11:07:37,565 - mmaction - INFO - Epoch [254][1620/3757] lr: 3.388e-05, eta: 2:16:00, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2375, loss: 1.2375, grad_norm: 8.8697 2020-08-13 11:07:53,447 - mmaction - INFO - Epoch [254][1640/3757] lr: 3.388e-05, eta: 2:15:43, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8734, loss_cls: 1.2782, loss: 1.2782, grad_norm: 9.1685 2020-08-13 11:08:09,213 - mmaction - INFO - Epoch [254][1660/3757] lr: 3.388e-05, eta: 2:15:26, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.7148, top5_acc: 0.8789, loss_cls: 1.2151, loss: 1.2151, grad_norm: 8.7606 2020-08-13 11:08:25,054 - mmaction - INFO - Epoch [254][1680/3757] lr: 3.388e-05, eta: 2:15:09, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3209, loss: 1.3209, grad_norm: 9.0776 2020-08-13 11:08:40,945 - mmaction - INFO - Epoch [254][1700/3757] lr: 3.388e-05, eta: 2:14:52, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8633, loss_cls: 1.3026, loss: 1.3026, grad_norm: 9.0895 2020-08-13 11:08:56,757 - mmaction - INFO - Epoch [254][1720/3757] lr: 3.388e-05, eta: 2:14:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.4312, loss: 1.4312, grad_norm: 9.2039 2020-08-13 11:09:12,502 - mmaction - INFO - Epoch [254][1740/3757] lr: 3.388e-05, eta: 2:14:18, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8500, loss_cls: 1.3362, loss: 1.3362, grad_norm: 9.0332 2020-08-13 11:09:28,334 - mmaction - INFO - Epoch [254][1760/3757] lr: 3.388e-05, eta: 2:14:01, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.7070, top5_acc: 0.8586, loss_cls: 1.2801, loss: 1.2801, grad_norm: 8.7784 2020-08-13 11:09:44,136 - mmaction - INFO - Epoch [254][1780/3757] lr: 3.388e-05, eta: 2:13:44, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8648, loss_cls: 1.2497, loss: 1.2497, grad_norm: 8.7948 2020-08-13 11:10:00,024 - mmaction - INFO - Epoch [254][1800/3757] lr: 3.388e-05, eta: 2:13:27, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8602, loss_cls: 1.3083, loss: 1.3083, grad_norm: 8.7226 2020-08-13 11:10:15,800 - mmaction - INFO - Epoch [254][1820/3757] lr: 3.388e-05, eta: 2:13:10, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6633, top5_acc: 0.8570, loss_cls: 1.3595, loss: 1.3595, grad_norm: 9.1254 2020-08-13 11:10:31,594 - mmaction - INFO - Epoch [254][1840/3757] lr: 3.388e-05, eta: 2:12:53, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6984, top5_acc: 0.8672, loss_cls: 1.2532, loss: 1.2532, grad_norm: 8.7243 2020-08-13 11:10:47,261 - mmaction - INFO - Epoch [254][1860/3757] lr: 3.388e-05, eta: 2:12:36, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8680, loss_cls: 1.2530, loss: 1.2530, grad_norm: 8.7842 2020-08-13 11:11:03,093 - mmaction - INFO - Epoch [254][1880/3757] lr: 3.388e-05, eta: 2:12:19, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8484, loss_cls: 1.3622, loss: 1.3622, grad_norm: 8.9344 2020-08-13 11:11:18,918 - mmaction - INFO - Epoch [254][1900/3757] lr: 3.388e-05, eta: 2:12:02, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8656, loss_cls: 1.2786, loss: 1.2786, grad_norm: 8.8778 2020-08-13 11:11:34,750 - mmaction - INFO - Epoch [254][1920/3757] lr: 3.388e-05, eta: 2:11:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8750, loss_cls: 1.2875, loss: 1.2875, grad_norm: 9.0684 2020-08-13 11:11:50,454 - mmaction - INFO - Epoch [254][1940/3757] lr: 3.388e-05, eta: 2:11:28, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8672, loss_cls: 1.2503, loss: 1.2503, grad_norm: 8.8502 2020-08-13 11:12:06,237 - mmaction - INFO - Epoch [254][1960/3757] lr: 3.388e-05, eta: 2:11:11, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8719, loss_cls: 1.2721, loss: 1.2721, grad_norm: 8.9396 2020-08-13 11:12:22,070 - mmaction - INFO - Epoch [254][1980/3757] lr: 3.388e-05, eta: 2:10:54, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8570, loss_cls: 1.3561, loss: 1.3561, grad_norm: 9.1462 2020-08-13 11:12:37,826 - mmaction - INFO - Epoch [254][2000/3757] lr: 3.388e-05, eta: 2:10:37, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.7039, top5_acc: 0.8727, loss_cls: 1.2218, loss: 1.2218, grad_norm: 8.6361 2020-08-13 11:12:53,751 - mmaction - INFO - Epoch [254][2020/3757] lr: 3.388e-05, eta: 2:10:20, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8430, loss_cls: 1.3911, loss: 1.3911, grad_norm: 9.2380 2020-08-13 11:13:09,500 - mmaction - INFO - Epoch [254][2040/3757] lr: 3.388e-05, eta: 2:10:03, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.3802, loss: 1.3802, grad_norm: 9.3411 2020-08-13 11:13:25,401 - mmaction - INFO - Epoch [254][2060/3757] lr: 3.388e-05, eta: 2:09:46, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8492, loss_cls: 1.3437, loss: 1.3437, grad_norm: 8.8024 2020-08-13 11:13:41,196 - mmaction - INFO - Epoch [254][2080/3757] lr: 3.388e-05, eta: 2:09:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8445, loss_cls: 1.3480, loss: 1.3480, grad_norm: 8.8914 2020-08-13 11:13:56,992 - mmaction - INFO - Epoch [254][2100/3757] lr: 3.388e-05, eta: 2:09:11, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8570, loss_cls: 1.3729, loss: 1.3729, grad_norm: 9.1362 2020-08-13 11:14:12,752 - mmaction - INFO - Epoch [254][2120/3757] lr: 3.388e-05, eta: 2:08:54, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.7023, top5_acc: 0.8695, loss_cls: 1.2304, loss: 1.2304, grad_norm: 8.7791 2020-08-13 11:14:28,530 - mmaction - INFO - Epoch [254][2140/3757] lr: 3.388e-05, eta: 2:08:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8516, loss_cls: 1.3250, loss: 1.3250, grad_norm: 9.2013 2020-08-13 11:14:44,695 - mmaction - INFO - Epoch [254][2160/3757] lr: 3.388e-05, eta: 2:08:20, time: 0.807, data_time: 0.022, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8641, loss_cls: 1.3177, loss: 1.3177, grad_norm: 9.1439 2020-08-13 11:15:00,582 - mmaction - INFO - Epoch [254][2180/3757] lr: 3.388e-05, eta: 2:08:03, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.3119, loss: 1.3119, grad_norm: 9.1899 2020-08-13 11:15:16,283 - mmaction - INFO - Epoch [254][2200/3757] lr: 3.388e-05, eta: 2:07:46, time: 0.785, data_time: 0.002, memory: 6192, top1_acc: 0.6984, top5_acc: 0.8656, loss_cls: 1.2632, loss: 1.2632, grad_norm: 8.9889 2020-08-13 11:15:32,079 - mmaction - INFO - Epoch [254][2220/3757] lr: 3.388e-05, eta: 2:07:29, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8719, loss_cls: 1.2379, loss: 1.2379, grad_norm: 9.0510 2020-08-13 11:15:47,900 - mmaction - INFO - Epoch [254][2240/3757] lr: 3.388e-05, eta: 2:07:12, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8664, loss_cls: 1.2848, loss: 1.2848, grad_norm: 9.1661 2020-08-13 11:16:03,693 - mmaction - INFO - Epoch [254][2260/3757] lr: 3.388e-05, eta: 2:06:55, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8664, loss_cls: 1.3533, loss: 1.3533, grad_norm: 9.2730 2020-08-13 11:16:19,423 - mmaction - INFO - Epoch [254][2280/3757] lr: 3.388e-05, eta: 2:06:38, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.2721, loss: 1.2721, grad_norm: 8.8569 2020-08-13 11:16:35,255 - mmaction - INFO - Epoch [254][2300/3757] lr: 3.388e-05, eta: 2:06:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8617, loss_cls: 1.2379, loss: 1.2379, grad_norm: 8.6934 2020-08-13 11:16:50,990 - mmaction - INFO - Epoch [254][2320/3757] lr: 3.388e-05, eta: 2:06:04, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8695, loss_cls: 1.2894, loss: 1.2894, grad_norm: 8.9630 2020-08-13 11:17:06,761 - mmaction - INFO - Epoch [254][2340/3757] lr: 3.388e-05, eta: 2:05:47, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8664, loss_cls: 1.2695, loss: 1.2695, grad_norm: 8.8562 2020-08-13 11:17:22,543 - mmaction - INFO - Epoch [254][2360/3757] lr: 3.388e-05, eta: 2:05:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8695, loss_cls: 1.2706, loss: 1.2706, grad_norm: 8.8726 2020-08-13 11:17:38,330 - mmaction - INFO - Epoch [254][2380/3757] lr: 3.388e-05, eta: 2:05:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8695, loss_cls: 1.3422, loss: 1.3422, grad_norm: 9.1088 2020-08-13 11:17:54,139 - mmaction - INFO - Epoch [254][2400/3757] lr: 3.388e-05, eta: 2:04:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.7164, top5_acc: 0.8703, loss_cls: 1.2316, loss: 1.2316, grad_norm: 8.5927 2020-08-13 11:18:09,917 - mmaction - INFO - Epoch [254][2420/3757] lr: 3.388e-05, eta: 2:04:39, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.7000, top5_acc: 0.8695, loss_cls: 1.2663, loss: 1.2663, grad_norm: 8.8934 2020-08-13 11:18:25,680 - mmaction - INFO - Epoch [254][2440/3757] lr: 3.388e-05, eta: 2:04:22, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8641, loss_cls: 1.3330, loss: 1.3330, grad_norm: 8.9607 2020-08-13 11:18:41,496 - mmaction - INFO - Epoch [254][2460/3757] lr: 3.388e-05, eta: 2:04:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8742, loss_cls: 1.2670, loss: 1.2670, grad_norm: 8.9570 2020-08-13 11:18:57,262 - mmaction - INFO - Epoch [254][2480/3757] lr: 3.388e-05, eta: 2:03:48, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8562, loss_cls: 1.3809, loss: 1.3809, grad_norm: 9.3215 2020-08-13 11:19:13,060 - mmaction - INFO - Epoch [254][2500/3757] lr: 3.388e-05, eta: 2:03:31, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2583, loss: 1.2583, grad_norm: 8.6890 2020-08-13 11:19:28,877 - mmaction - INFO - Epoch [254][2520/3757] lr: 3.388e-05, eta: 2:03:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.7086, top5_acc: 0.8688, loss_cls: 1.2461, loss: 1.2461, grad_norm: 8.7706 2020-08-13 11:19:44,648 - mmaction - INFO - Epoch [254][2540/3757] lr: 3.388e-05, eta: 2:02:57, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8570, loss_cls: 1.3426, loss: 1.3426, grad_norm: 9.0283 2020-08-13 11:20:00,393 - mmaction - INFO - Epoch [254][2560/3757] lr: 3.388e-05, eta: 2:02:40, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.1986, loss: 1.1986, grad_norm: 8.3328 2020-08-13 11:20:16,199 - mmaction - INFO - Epoch [254][2580/3757] lr: 3.388e-05, eta: 2:02:23, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8516, loss_cls: 1.3056, loss: 1.3056, grad_norm: 8.7044 2020-08-13 11:20:31,950 - mmaction - INFO - Epoch [254][2600/3757] lr: 3.388e-05, eta: 2:02:06, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8648, loss_cls: 1.2530, loss: 1.2530, grad_norm: 8.4505 2020-08-13 11:20:47,605 - mmaction - INFO - Epoch [254][2620/3757] lr: 3.388e-05, eta: 2:01:49, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8555, loss_cls: 1.3901, loss: 1.3901, grad_norm: 9.4656 2020-08-13 11:21:03,479 - mmaction - INFO - Epoch [254][2640/3757] lr: 3.388e-05, eta: 2:01:32, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.2856, loss: 1.2856, grad_norm: 8.7436 2020-08-13 11:21:19,250 - mmaction - INFO - Epoch [254][2660/3757] lr: 3.388e-05, eta: 2:01:15, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.3645, loss: 1.3645, grad_norm: 9.2955 2020-08-13 11:21:35,048 - mmaction - INFO - Epoch [254][2680/3757] lr: 3.388e-05, eta: 2:00:58, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.7039, top5_acc: 0.8641, loss_cls: 1.2763, loss: 1.2763, grad_norm: 8.7350 2020-08-13 11:21:50,791 - mmaction - INFO - Epoch [254][2700/3757] lr: 3.388e-05, eta: 2:00:41, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8633, loss_cls: 1.3306, loss: 1.3306, grad_norm: 9.3751 2020-08-13 11:22:06,571 - mmaction - INFO - Epoch [254][2720/3757] lr: 3.388e-05, eta: 2:00:24, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8547, loss_cls: 1.3616, loss: 1.3616, grad_norm: 9.0123 2020-08-13 11:22:22,375 - mmaction - INFO - Epoch [254][2740/3757] lr: 3.388e-05, eta: 2:00:07, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8742, loss_cls: 1.2543, loss: 1.2543, grad_norm: 9.0508 2020-08-13 11:22:38,168 - mmaction - INFO - Epoch [254][2760/3757] lr: 3.388e-05, eta: 1:59:50, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8648, loss_cls: 1.2466, loss: 1.2466, grad_norm: 8.7176 2020-08-13 11:22:54,052 - mmaction - INFO - Epoch [254][2780/3757] lr: 3.388e-05, eta: 1:59:33, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8594, loss_cls: 1.3448, loss: 1.3448, grad_norm: 9.2452 2020-08-13 11:23:09,786 - mmaction - INFO - Epoch [254][2800/3757] lr: 3.388e-05, eta: 1:59:16, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8547, loss_cls: 1.3258, loss: 1.3258, grad_norm: 8.9030 2020-08-13 11:23:25,619 - mmaction - INFO - Epoch [254][2820/3757] lr: 3.388e-05, eta: 1:58:59, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8766, loss_cls: 1.2195, loss: 1.2195, grad_norm: 8.8959 2020-08-13 11:23:41,422 - mmaction - INFO - Epoch [254][2840/3757] lr: 3.388e-05, eta: 1:58:42, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8602, loss_cls: 1.3038, loss: 1.3038, grad_norm: 8.7303 2020-08-13 11:23:57,206 - mmaction - INFO - Epoch [254][2860/3757] lr: 3.388e-05, eta: 1:58:25, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8578, loss_cls: 1.3189, loss: 1.3189, grad_norm: 9.0687 2020-08-13 11:24:12,983 - mmaction - INFO - Epoch [254][2880/3757] lr: 3.388e-05, eta: 1:58:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.2955, loss: 1.2955, grad_norm: 8.9036 2020-08-13 11:24:28,739 - mmaction - INFO - Epoch [254][2900/3757] lr: 3.388e-05, eta: 1:57:51, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8594, loss_cls: 1.3380, loss: 1.3380, grad_norm: 9.0825 2020-08-13 11:24:44,507 - mmaction - INFO - Epoch [254][2920/3757] lr: 3.388e-05, eta: 1:57:34, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8617, loss_cls: 1.2757, loss: 1.2757, grad_norm: 9.1673 2020-08-13 11:25:00,299 - mmaction - INFO - Epoch [254][2940/3757] lr: 3.388e-05, eta: 1:57:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.3337, loss: 1.3337, grad_norm: 8.9999 2020-08-13 11:25:16,006 - mmaction - INFO - Epoch [254][2960/3757] lr: 3.388e-05, eta: 1:57:00, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8664, loss_cls: 1.2688, loss: 1.2688, grad_norm: 8.8820 2020-08-13 11:25:31,781 - mmaction - INFO - Epoch [254][2980/3757] lr: 3.388e-05, eta: 1:56:43, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8789, loss_cls: 1.2952, loss: 1.2952, grad_norm: 9.0813 2020-08-13 11:25:47,572 - mmaction - INFO - Epoch [254][3000/3757] lr: 3.388e-05, eta: 1:56:26, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8453, loss_cls: 1.3347, loss: 1.3347, grad_norm: 8.9508 2020-08-13 11:26:03,433 - mmaction - INFO - Epoch [254][3020/3757] lr: 3.388e-05, eta: 1:56:09, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2292, loss: 1.2292, grad_norm: 8.7341 2020-08-13 11:26:19,213 - mmaction - INFO - Epoch [254][3040/3757] lr: 3.388e-05, eta: 1:55:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6984, top5_acc: 0.8680, loss_cls: 1.2735, loss: 1.2735, grad_norm: 8.8710 2020-08-13 11:26:35,043 - mmaction - INFO - Epoch [254][3060/3757] lr: 3.388e-05, eta: 1:55:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8594, loss_cls: 1.3139, loss: 1.3139, grad_norm: 8.8893 2020-08-13 11:26:50,803 - mmaction - INFO - Epoch [254][3080/3757] lr: 3.388e-05, eta: 1:55:18, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8641, loss_cls: 1.2881, loss: 1.2881, grad_norm: 8.9613 2020-08-13 11:27:06,590 - mmaction - INFO - Epoch [254][3100/3757] lr: 3.388e-05, eta: 1:55:01, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.7211, top5_acc: 0.8742, loss_cls: 1.1866, loss: 1.1866, grad_norm: 8.5611 2020-08-13 11:27:22,423 - mmaction - INFO - Epoch [254][3120/3757] lr: 3.388e-05, eta: 1:54:44, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.2779, loss: 1.2779, grad_norm: 8.6963 2020-08-13 11:27:38,235 - mmaction - INFO - Epoch [254][3140/3757] lr: 3.388e-05, eta: 1:54:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.3086, loss: 1.3086, grad_norm: 9.0476 2020-08-13 11:27:54,040 - mmaction - INFO - Epoch [254][3160/3757] lr: 3.388e-05, eta: 1:54:10, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3326, loss: 1.3326, grad_norm: 9.0868 2020-08-13 11:28:09,829 - mmaction - INFO - Epoch [254][3180/3757] lr: 3.388e-05, eta: 1:53:53, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8508, loss_cls: 1.3564, loss: 1.3564, grad_norm: 8.7606 2020-08-13 11:28:25,581 - mmaction - INFO - Epoch [254][3200/3757] lr: 3.388e-05, eta: 1:53:36, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.7070, top5_acc: 0.8742, loss_cls: 1.2137, loss: 1.2137, grad_norm: 8.6185 2020-08-13 11:28:41,365 - mmaction - INFO - Epoch [254][3220/3757] lr: 3.388e-05, eta: 1:53:19, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8672, loss_cls: 1.2316, loss: 1.2316, grad_norm: 8.5614 2020-08-13 11:28:57,242 - mmaction - INFO - Epoch [254][3240/3757] lr: 3.388e-05, eta: 1:53:02, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8484, loss_cls: 1.3833, loss: 1.3833, grad_norm: 9.0714 2020-08-13 11:29:13,043 - mmaction - INFO - Epoch [254][3260/3757] lr: 3.388e-05, eta: 1:52:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.7023, top5_acc: 0.8742, loss_cls: 1.2402, loss: 1.2402, grad_norm: 8.5960 2020-08-13 11:29:28,909 - mmaction - INFO - Epoch [254][3280/3757] lr: 3.388e-05, eta: 1:52:28, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8617, loss_cls: 1.3439, loss: 1.3439, grad_norm: 9.2761 2020-08-13 11:29:44,803 - mmaction - INFO - Epoch [254][3300/3757] lr: 3.388e-05, eta: 1:52:11, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8609, loss_cls: 1.3751, loss: 1.3751, grad_norm: 9.3749 2020-08-13 11:30:00,622 - mmaction - INFO - Epoch [254][3320/3757] lr: 3.388e-05, eta: 1:51:54, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8672, loss_cls: 1.2794, loss: 1.2794, grad_norm: 9.2369 2020-08-13 11:30:16,476 - mmaction - INFO - Epoch [254][3340/3757] lr: 3.388e-05, eta: 1:51:37, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8602, loss_cls: 1.2976, loss: 1.2976, grad_norm: 8.9790 2020-08-13 11:30:32,339 - mmaction - INFO - Epoch [254][3360/3757] lr: 3.388e-05, eta: 1:51:20, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.3245, loss: 1.3245, grad_norm: 8.9502 2020-08-13 11:30:48,036 - mmaction - INFO - Epoch [254][3380/3757] lr: 3.388e-05, eta: 1:51:03, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8578, loss_cls: 1.3007, loss: 1.3007, grad_norm: 8.9138 2020-08-13 11:31:03,818 - mmaction - INFO - Epoch [254][3400/3757] lr: 3.388e-05, eta: 1:50:46, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8469, loss_cls: 1.3641, loss: 1.3641, grad_norm: 8.8954 2020-08-13 11:31:19,618 - mmaction - INFO - Epoch [254][3420/3757] lr: 3.388e-05, eta: 1:50:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8539, loss_cls: 1.3463, loss: 1.3463, grad_norm: 8.7309 2020-08-13 11:31:35,431 - mmaction - INFO - Epoch [254][3440/3757] lr: 3.388e-05, eta: 1:50:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.3027, loss: 1.3027, grad_norm: 8.8822 2020-08-13 11:31:51,250 - mmaction - INFO - Epoch [254][3460/3757] lr: 3.388e-05, eta: 1:49:55, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.3663, loss: 1.3663, grad_norm: 9.0750 2020-08-13 11:32:07,020 - mmaction - INFO - Epoch [254][3480/3757] lr: 3.388e-05, eta: 1:49:38, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8539, loss_cls: 1.3178, loss: 1.3178, grad_norm: 9.0668 2020-08-13 11:32:22,819 - mmaction - INFO - Epoch [254][3500/3757] lr: 3.388e-05, eta: 1:49:21, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8438, loss_cls: 1.3899, loss: 1.3899, grad_norm: 9.2965 2020-08-13 11:32:38,552 - mmaction - INFO - Epoch [254][3520/3757] lr: 3.388e-05, eta: 1:49:04, time: 0.788, data_time: 0.002, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8742, loss_cls: 1.2476, loss: 1.2476, grad_norm: 8.9497 2020-08-13 11:32:54,389 - mmaction - INFO - Epoch [254][3540/3757] lr: 3.388e-05, eta: 1:48:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8539, loss_cls: 1.3487, loss: 1.3487, grad_norm: 8.9211 2020-08-13 11:33:10,102 - mmaction - INFO - Epoch [254][3560/3757] lr: 3.388e-05, eta: 1:48:30, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8602, loss_cls: 1.2927, loss: 1.2927, grad_norm: 9.1464 2020-08-13 11:33:25,901 - mmaction - INFO - Epoch [254][3580/3757] lr: 3.388e-05, eta: 1:48:13, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2571, loss: 1.2571, grad_norm: 9.1219 2020-08-13 11:33:41,763 - mmaction - INFO - Epoch [254][3600/3757] lr: 3.388e-05, eta: 1:47:56, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8586, loss_cls: 1.3077, loss: 1.3077, grad_norm: 8.9909 2020-08-13 11:33:57,610 - mmaction - INFO - Epoch [254][3620/3757] lr: 3.388e-05, eta: 1:47:39, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.7070, top5_acc: 0.8602, loss_cls: 1.2719, loss: 1.2719, grad_norm: 8.8033 2020-08-13 11:34:13,341 - mmaction - INFO - Epoch [254][3640/3757] lr: 3.388e-05, eta: 1:47:22, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8492, loss_cls: 1.3708, loss: 1.3708, grad_norm: 9.0634 2020-08-13 11:34:29,180 - mmaction - INFO - Epoch [254][3660/3757] lr: 3.388e-05, eta: 1:47:05, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8656, loss_cls: 1.2789, loss: 1.2789, grad_norm: 8.9993 2020-08-13 11:34:44,966 - mmaction - INFO - Epoch [254][3680/3757] lr: 3.388e-05, eta: 1:46:48, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8672, loss_cls: 1.2490, loss: 1.2490, grad_norm: 8.8404 2020-08-13 11:35:00,829 - mmaction - INFO - Epoch [254][3700/3757] lr: 3.388e-05, eta: 1:46:31, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.7023, top5_acc: 0.8625, loss_cls: 1.3039, loss: 1.3039, grad_norm: 8.8730 2020-08-13 11:35:16,607 - mmaction - INFO - Epoch [254][3720/3757] lr: 3.388e-05, eta: 1:46:14, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.3142, loss: 1.3142, grad_norm: 8.9136 2020-08-13 11:35:32,426 - mmaction - INFO - Epoch [254][3740/3757] lr: 3.388e-05, eta: 1:45:57, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8656, loss_cls: 1.2824, loss: 1.2824, grad_norm: 8.7684 2020-08-13 11:39:12,828 - mmaction - INFO - Epoch [255][20/3757] lr: 1.506e-05, eta: 1:45:40, time: 9.484, data_time: 8.594, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8523, loss_cls: 1.3127, loss: 1.3127, grad_norm: 8.8860 2020-08-13 11:39:28,610 - mmaction - INFO - Epoch [255][40/3757] lr: 1.506e-05, eta: 1:45:23, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8586, loss_cls: 1.3208, loss: 1.3208, grad_norm: 8.8965 2020-08-13 11:39:44,437 - mmaction - INFO - Epoch [255][60/3757] lr: 1.506e-05, eta: 1:45:06, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.7000, top5_acc: 0.8586, loss_cls: 1.2903, loss: 1.2903, grad_norm: 8.7068 2020-08-13 11:40:00,278 - mmaction - INFO - Epoch [255][80/3757] lr: 1.506e-05, eta: 1:44:49, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8570, loss_cls: 1.3670, loss: 1.3670, grad_norm: 9.1226 2020-08-13 11:40:16,092 - mmaction - INFO - Epoch [255][100/3757] lr: 1.506e-05, eta: 1:44:32, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8555, loss_cls: 1.3346, loss: 1.3346, grad_norm: 8.8359 2020-08-13 11:40:31,915 - mmaction - INFO - Epoch [255][120/3757] lr: 1.506e-05, eta: 1:44:15, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2874, loss: 1.2874, grad_norm: 8.9168 2020-08-13 11:40:47,736 - mmaction - INFO - Epoch [255][140/3757] lr: 1.506e-05, eta: 1:43:58, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8570, loss_cls: 1.2797, loss: 1.2797, grad_norm: 8.7735 2020-08-13 11:41:03,539 - mmaction - INFO - Epoch [255][160/3757] lr: 1.506e-05, eta: 1:43:41, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.7109, top5_acc: 0.8672, loss_cls: 1.2363, loss: 1.2363, grad_norm: 8.7701 2020-08-13 11:41:19,395 - mmaction - INFO - Epoch [255][180/3757] lr: 1.506e-05, eta: 1:43:24, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3211, loss: 1.3211, grad_norm: 8.7328 2020-08-13 11:41:35,151 - mmaction - INFO - Epoch [255][200/3757] lr: 1.506e-05, eta: 1:43:07, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8727, loss_cls: 1.2419, loss: 1.2419, grad_norm: 8.7460 2020-08-13 11:41:50,942 - mmaction - INFO - Epoch [255][220/3757] lr: 1.506e-05, eta: 1:42:50, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8688, loss_cls: 1.2852, loss: 1.2852, grad_norm: 8.8717 2020-08-13 11:42:06,805 - mmaction - INFO - Epoch [255][240/3757] lr: 1.506e-05, eta: 1:42:33, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8453, loss_cls: 1.3913, loss: 1.3913, grad_norm: 9.1334 2020-08-13 11:42:22,621 - mmaction - INFO - Epoch [255][260/3757] lr: 1.506e-05, eta: 1:42:16, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8570, loss_cls: 1.3195, loss: 1.3195, grad_norm: 8.9198 2020-08-13 11:42:38,453 - mmaction - INFO - Epoch [255][280/3757] lr: 1.506e-05, eta: 1:41:59, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8492, loss_cls: 1.3851, loss: 1.3851, grad_norm: 9.1260 2020-08-13 11:42:54,341 - mmaction - INFO - Epoch [255][300/3757] lr: 1.506e-05, eta: 1:41:42, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8523, loss_cls: 1.3534, loss: 1.3534, grad_norm: 9.2091 2020-08-13 11:43:10,125 - mmaction - INFO - Epoch [255][320/3757] lr: 1.506e-05, eta: 1:41:25, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.2854, loss: 1.2854, grad_norm: 8.9384 2020-08-13 11:43:25,918 - mmaction - INFO - Epoch [255][340/3757] lr: 1.506e-05, eta: 1:41:08, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8602, loss_cls: 1.3206, loss: 1.3206, grad_norm: 9.1465 2020-08-13 11:43:41,895 - mmaction - INFO - Epoch [255][360/3757] lr: 1.506e-05, eta: 1:40:51, time: 0.798, data_time: 0.004, memory: 6192, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.2096, loss: 1.2096, grad_norm: 8.5940 2020-08-13 11:43:57,758 - mmaction - INFO - Epoch [255][380/3757] lr: 1.506e-05, eta: 1:40:34, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8703, loss_cls: 1.2919, loss: 1.2919, grad_norm: 9.1014 2020-08-13 11:44:13,547 - mmaction - INFO - Epoch [255][400/3757] lr: 1.506e-05, eta: 1:40:17, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8680, loss_cls: 1.2495, loss: 1.2495, grad_norm: 8.8536 2020-08-13 11:44:29,376 - mmaction - INFO - Epoch [255][420/3757] lr: 1.506e-05, eta: 1:40:00, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.7016, top5_acc: 0.8477, loss_cls: 1.3106, loss: 1.3106, grad_norm: 8.7698 2020-08-13 11:44:45,137 - mmaction - INFO - Epoch [255][440/3757] lr: 1.506e-05, eta: 1:39:43, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8633, loss_cls: 1.3117, loss: 1.3117, grad_norm: 8.9421 2020-08-13 11:45:00,906 - mmaction - INFO - Epoch [255][460/3757] lr: 1.506e-05, eta: 1:39:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8430, loss_cls: 1.3880, loss: 1.3880, grad_norm: 8.8840 2020-08-13 11:45:16,724 - mmaction - INFO - Epoch [255][480/3757] lr: 1.506e-05, eta: 1:39:09, time: 0.790, data_time: 0.002, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2830, loss: 1.2830, grad_norm: 8.8328 2020-08-13 11:45:32,469 - mmaction - INFO - Epoch [255][500/3757] lr: 1.506e-05, eta: 1:38:52, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3222, loss: 1.3222, grad_norm: 9.0813 2020-08-13 11:45:48,334 - mmaction - INFO - Epoch [255][520/3757] lr: 1.506e-05, eta: 1:38:35, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8523, loss_cls: 1.2958, loss: 1.2958, grad_norm: 8.6528 2020-08-13 11:46:04,075 - mmaction - INFO - Epoch [255][540/3757] lr: 1.506e-05, eta: 1:38:18, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8625, loss_cls: 1.2979, loss: 1.2979, grad_norm: 9.0688 2020-08-13 11:46:19,932 - mmaction - INFO - Epoch [255][560/3757] lr: 1.506e-05, eta: 1:38:01, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8633, loss_cls: 1.3352, loss: 1.3352, grad_norm: 9.2223 2020-08-13 11:46:35,723 - mmaction - INFO - Epoch [255][580/3757] lr: 1.506e-05, eta: 1:37:44, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8680, loss_cls: 1.2757, loss: 1.2757, grad_norm: 8.9960 2020-08-13 11:46:51,523 - mmaction - INFO - Epoch [255][600/3757] lr: 1.506e-05, eta: 1:37:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.3706, loss: 1.3706, grad_norm: 9.3933 2020-08-13 11:47:07,324 - mmaction - INFO - Epoch [255][620/3757] lr: 1.506e-05, eta: 1:37:10, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8695, loss_cls: 1.3049, loss: 1.3049, grad_norm: 9.1527 2020-08-13 11:47:23,113 - mmaction - INFO - Epoch [255][640/3757] lr: 1.506e-05, eta: 1:36:53, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8531, loss_cls: 1.3406, loss: 1.3406, grad_norm: 8.8628 2020-08-13 11:47:38,974 - mmaction - INFO - Epoch [255][660/3757] lr: 1.506e-05, eta: 1:36:36, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.2350, loss: 1.2350, grad_norm: 8.7214 2020-08-13 11:47:54,780 - mmaction - INFO - Epoch [255][680/3757] lr: 1.506e-05, eta: 1:36:19, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.2751, loss: 1.2751, grad_norm: 8.5973 2020-08-13 11:48:10,598 - mmaction - INFO - Epoch [255][700/3757] lr: 1.506e-05, eta: 1:36:02, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8734, loss_cls: 1.2484, loss: 1.2484, grad_norm: 8.8985 2020-08-13 11:48:26,456 - mmaction - INFO - Epoch [255][720/3757] lr: 1.506e-05, eta: 1:35:45, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.7078, top5_acc: 0.8664, loss_cls: 1.2349, loss: 1.2349, grad_norm: 8.7473 2020-08-13 11:48:42,182 - mmaction - INFO - Epoch [255][740/3757] lr: 1.506e-05, eta: 1:35:28, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.7055, top5_acc: 0.8695, loss_cls: 1.2517, loss: 1.2517, grad_norm: 8.7258 2020-08-13 11:48:57,989 - mmaction - INFO - Epoch [255][760/3757] lr: 1.506e-05, eta: 1:35:11, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8609, loss_cls: 1.2916, loss: 1.2916, grad_norm: 8.8222 2020-08-13 11:49:13,758 - mmaction - INFO - Epoch [255][780/3757] lr: 1.506e-05, eta: 1:34:54, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8484, loss_cls: 1.3286, loss: 1.3286, grad_norm: 9.0197 2020-08-13 11:49:29,542 - mmaction - INFO - Epoch [255][800/3757] lr: 1.506e-05, eta: 1:34:37, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8516, loss_cls: 1.3656, loss: 1.3656, grad_norm: 9.0327 2020-08-13 11:49:45,376 - mmaction - INFO - Epoch [255][820/3757] lr: 1.506e-05, eta: 1:34:20, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.2659, loss: 1.2659, grad_norm: 8.7162 2020-08-13 11:50:01,114 - mmaction - INFO - Epoch [255][840/3757] lr: 1.506e-05, eta: 1:34:03, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8477, loss_cls: 1.3562, loss: 1.3562, grad_norm: 9.2833 2020-08-13 11:50:16,895 - mmaction - INFO - Epoch [255][860/3757] lr: 1.506e-05, eta: 1:33:46, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8602, loss_cls: 1.2981, loss: 1.2981, grad_norm: 9.0150 2020-08-13 11:50:32,710 - mmaction - INFO - Epoch [255][880/3757] lr: 1.506e-05, eta: 1:33:29, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8734, loss_cls: 1.2503, loss: 1.2503, grad_norm: 8.9805 2020-08-13 11:50:48,487 - mmaction - INFO - Epoch [255][900/3757] lr: 1.506e-05, eta: 1:33:12, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8641, loss_cls: 1.2738, loss: 1.2738, grad_norm: 8.8064 2020-08-13 11:51:04,239 - mmaction - INFO - Epoch [255][920/3757] lr: 1.506e-05, eta: 1:32:55, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.2814, loss: 1.2814, grad_norm: 8.8899 2020-08-13 11:51:20,047 - mmaction - INFO - Epoch [255][940/3757] lr: 1.506e-05, eta: 1:32:38, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8641, loss_cls: 1.3036, loss: 1.3036, grad_norm: 8.6672 2020-08-13 11:51:35,833 - mmaction - INFO - Epoch [255][960/3757] lr: 1.506e-05, eta: 1:32:21, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8477, loss_cls: 1.3307, loss: 1.3307, grad_norm: 8.8601 2020-08-13 11:51:51,558 - mmaction - INFO - Epoch [255][980/3757] lr: 1.506e-05, eta: 1:32:04, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8602, loss_cls: 1.3405, loss: 1.3405, grad_norm: 9.2243 2020-08-13 11:52:07,328 - mmaction - INFO - Epoch [255][1000/3757] lr: 1.506e-05, eta: 1:31:47, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2557, loss: 1.2557, grad_norm: 8.8666 2020-08-13 11:52:23,127 - mmaction - INFO - Epoch [255][1020/3757] lr: 1.506e-05, eta: 1:31:30, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8578, loss_cls: 1.3361, loss: 1.3361, grad_norm: 9.1466 2020-08-13 11:52:38,915 - mmaction - INFO - Epoch [255][1040/3757] lr: 1.506e-05, eta: 1:31:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.7008, top5_acc: 0.8648, loss_cls: 1.2576, loss: 1.2576, grad_norm: 8.7691 2020-08-13 11:52:54,789 - mmaction - INFO - Epoch [255][1060/3757] lr: 1.506e-05, eta: 1:30:56, time: 0.792, data_time: 0.001, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8609, loss_cls: 1.3114, loss: 1.3114, grad_norm: 9.0031 2020-08-13 11:53:10,436 - mmaction - INFO - Epoch [255][1080/3757] lr: 1.506e-05, eta: 1:30:39, time: 0.784, data_time: 0.002, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.3067, loss: 1.3067, grad_norm: 8.8715 2020-08-13 11:53:26,229 - mmaction - INFO - Epoch [255][1100/3757] lr: 1.506e-05, eta: 1:30:22, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6891, top5_acc: 0.8547, loss_cls: 1.3127, loss: 1.3127, grad_norm: 8.8338 2020-08-13 11:53:42,020 - mmaction - INFO - Epoch [255][1120/3757] lr: 1.506e-05, eta: 1:30:05, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2898, loss: 1.2898, grad_norm: 9.1989 2020-08-13 11:53:57,870 - mmaction - INFO - Epoch [255][1140/3757] lr: 1.506e-05, eta: 1:29:48, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3375, loss: 1.3375, grad_norm: 8.8235 2020-08-13 11:54:13,633 - mmaction - INFO - Epoch [255][1160/3757] lr: 1.506e-05, eta: 1:29:31, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8664, loss_cls: 1.3000, loss: 1.3000, grad_norm: 8.7988 2020-08-13 11:54:29,415 - mmaction - INFO - Epoch [255][1180/3757] lr: 1.506e-05, eta: 1:29:14, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8445, loss_cls: 1.3723, loss: 1.3723, grad_norm: 9.3238 2020-08-13 11:54:45,178 - mmaction - INFO - Epoch [255][1200/3757] lr: 1.506e-05, eta: 1:28:57, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8523, loss_cls: 1.3038, loss: 1.3038, grad_norm: 8.9993 2020-08-13 11:55:01,014 - mmaction - INFO - Epoch [255][1220/3757] lr: 1.506e-05, eta: 1:28:40, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.2363, loss: 1.2363, grad_norm: 8.8571 2020-08-13 11:55:16,760 - mmaction - INFO - Epoch [255][1240/3757] lr: 1.506e-05, eta: 1:28:23, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8625, loss_cls: 1.3122, loss: 1.3122, grad_norm: 9.2241 2020-08-13 11:55:32,497 - mmaction - INFO - Epoch [255][1260/3757] lr: 1.506e-05, eta: 1:28:06, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8438, loss_cls: 1.4135, loss: 1.4135, grad_norm: 8.8336 2020-08-13 11:55:48,316 - mmaction - INFO - Epoch [255][1280/3757] lr: 1.506e-05, eta: 1:27:49, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.7039, top5_acc: 0.8648, loss_cls: 1.2516, loss: 1.2516, grad_norm: 8.5904 2020-08-13 11:56:04,117 - mmaction - INFO - Epoch [255][1300/3757] lr: 1.506e-05, eta: 1:27:32, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.3166, loss: 1.3166, grad_norm: 8.9434 2020-08-13 11:56:19,972 - mmaction - INFO - Epoch [255][1320/3757] lr: 1.506e-05, eta: 1:27:15, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8695, loss_cls: 1.2332, loss: 1.2332, grad_norm: 8.8215 2020-08-13 11:56:35,718 - mmaction - INFO - Epoch [255][1340/3757] lr: 1.506e-05, eta: 1:26:58, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3816, loss: 1.3816, grad_norm: 9.3235 2020-08-13 11:56:51,502 - mmaction - INFO - Epoch [255][1360/3757] lr: 1.506e-05, eta: 1:26:41, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.3153, loss: 1.3153, grad_norm: 8.9176 2020-08-13 11:57:07,350 - mmaction - INFO - Epoch [255][1380/3757] lr: 1.506e-05, eta: 1:26:24, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8625, loss_cls: 1.2941, loss: 1.2941, grad_norm: 9.1773 2020-08-13 11:57:23,951 - mmaction - INFO - Epoch [255][1400/3757] lr: 1.506e-05, eta: 1:26:07, time: 0.830, data_time: 0.045, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8883, loss_cls: 1.2133, loss: 1.2133, grad_norm: 8.7433 2020-08-13 11:57:39,784 - mmaction - INFO - Epoch [255][1420/3757] lr: 1.506e-05, eta: 1:25:50, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8578, loss_cls: 1.3694, loss: 1.3694, grad_norm: 9.1588 2020-08-13 11:57:55,545 - mmaction - INFO - Epoch [255][1440/3757] lr: 1.506e-05, eta: 1:25:33, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8578, loss_cls: 1.3261, loss: 1.3261, grad_norm: 8.8264 2020-08-13 11:58:11,304 - mmaction - INFO - Epoch [255][1460/3757] lr: 1.506e-05, eta: 1:25:16, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8469, loss_cls: 1.4223, loss: 1.4223, grad_norm: 8.9973 2020-08-13 11:58:27,107 - mmaction - INFO - Epoch [255][1480/3757] lr: 1.506e-05, eta: 1:24:59, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8594, loss_cls: 1.3291, loss: 1.3291, grad_norm: 9.1859 2020-08-13 11:58:42,892 - mmaction - INFO - Epoch [255][1500/3757] lr: 1.506e-05, eta: 1:24:42, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.2938, loss: 1.2938, grad_norm: 8.8537 2020-08-13 11:58:58,714 - mmaction - INFO - Epoch [255][1520/3757] lr: 1.506e-05, eta: 1:24:25, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8586, loss_cls: 1.3301, loss: 1.3301, grad_norm: 8.8491 2020-08-13 11:59:14,471 - mmaction - INFO - Epoch [255][1540/3757] lr: 1.506e-05, eta: 1:24:08, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3060, loss: 1.3060, grad_norm: 8.8785 2020-08-13 11:59:30,294 - mmaction - INFO - Epoch [255][1560/3757] lr: 1.506e-05, eta: 1:23:51, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.7008, top5_acc: 0.8625, loss_cls: 1.2656, loss: 1.2656, grad_norm: 8.9634 2020-08-13 11:59:46,043 - mmaction - INFO - Epoch [255][1580/3757] lr: 1.506e-05, eta: 1:23:34, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8477, loss_cls: 1.4027, loss: 1.4027, grad_norm: 9.1828 2020-08-13 12:00:01,833 - mmaction - INFO - Epoch [255][1600/3757] lr: 1.506e-05, eta: 1:23:17, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8562, loss_cls: 1.3307, loss: 1.3307, grad_norm: 9.1964 2020-08-13 12:00:22,197 - mmaction - INFO - Epoch [255][1620/3757] lr: 1.506e-05, eta: 1:23:00, time: 1.006, data_time: 0.003, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8711, loss_cls: 1.2944, loss: 1.2944, grad_norm: 9.0529 2020-08-13 12:00:38,053 - mmaction - INFO - Epoch [255][1640/3757] lr: 1.506e-05, eta: 1:22:43, time: 0.805, data_time: 0.019, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8602, loss_cls: 1.2759, loss: 1.2759, grad_norm: 9.1081 2020-08-13 12:00:53,882 - mmaction - INFO - Epoch [255][1660/3757] lr: 1.506e-05, eta: 1:22:27, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8539, loss_cls: 1.3494, loss: 1.3494, grad_norm: 9.1901 2020-08-13 12:01:09,681 - mmaction - INFO - Epoch [255][1680/3757] lr: 1.506e-05, eta: 1:22:10, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8758, loss_cls: 1.2619, loss: 1.2619, grad_norm: 8.8166 2020-08-13 12:01:25,514 - mmaction - INFO - Epoch [255][1700/3757] lr: 1.506e-05, eta: 1:21:53, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8531, loss_cls: 1.3178, loss: 1.3178, grad_norm: 8.9753 2020-08-13 12:01:41,263 - mmaction - INFO - Epoch [255][1720/3757] lr: 1.506e-05, eta: 1:21:36, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8703, loss_cls: 1.2528, loss: 1.2528, grad_norm: 8.6420 2020-08-13 12:01:56,900 - mmaction - INFO - Epoch [255][1740/3757] lr: 1.506e-05, eta: 1:21:19, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8547, loss_cls: 1.3185, loss: 1.3185, grad_norm: 9.0743 2020-08-13 12:02:12,678 - mmaction - INFO - Epoch [255][1760/3757] lr: 1.506e-05, eta: 1:21:02, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.7047, top5_acc: 0.8586, loss_cls: 1.2486, loss: 1.2486, grad_norm: 8.6766 2020-08-13 12:02:28,471 - mmaction - INFO - Epoch [255][1780/3757] lr: 1.506e-05, eta: 1:20:45, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8555, loss_cls: 1.3443, loss: 1.3443, grad_norm: 8.9081 2020-08-13 12:02:44,361 - mmaction - INFO - Epoch [255][1800/3757] lr: 1.506e-05, eta: 1:20:28, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.7008, top5_acc: 0.8656, loss_cls: 1.2556, loss: 1.2556, grad_norm: 8.8224 2020-08-13 12:03:00,196 - mmaction - INFO - Epoch [255][1820/3757] lr: 1.506e-05, eta: 1:20:11, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8570, loss_cls: 1.3673, loss: 1.3673, grad_norm: 8.9786 2020-08-13 12:03:15,990 - mmaction - INFO - Epoch [255][1840/3757] lr: 1.506e-05, eta: 1:19:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8656, loss_cls: 1.3089, loss: 1.3089, grad_norm: 9.3670 2020-08-13 12:03:31,794 - mmaction - INFO - Epoch [255][1860/3757] lr: 1.506e-05, eta: 1:19:37, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8680, loss_cls: 1.3023, loss: 1.3023, grad_norm: 8.8885 2020-08-13 12:03:47,632 - mmaction - INFO - Epoch [255][1880/3757] lr: 1.506e-05, eta: 1:19:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8594, loss_cls: 1.3043, loss: 1.3043, grad_norm: 8.9843 2020-08-13 12:04:03,413 - mmaction - INFO - Epoch [255][1900/3757] lr: 1.506e-05, eta: 1:19:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8594, loss_cls: 1.3204, loss: 1.3204, grad_norm: 9.2331 2020-08-13 12:04:19,286 - mmaction - INFO - Epoch [255][1920/3757] lr: 1.506e-05, eta: 1:18:46, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8422, loss_cls: 1.3811, loss: 1.3811, grad_norm: 9.1642 2020-08-13 12:04:34,956 - mmaction - INFO - Epoch [255][1940/3757] lr: 1.506e-05, eta: 1:18:29, time: 0.784, data_time: 0.001, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8391, loss_cls: 1.3416, loss: 1.3416, grad_norm: 9.0100 2020-08-13 12:04:50,752 - mmaction - INFO - Epoch [255][1960/3757] lr: 1.506e-05, eta: 1:18:12, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8609, loss_cls: 1.2791, loss: 1.2791, grad_norm: 8.7219 2020-08-13 12:05:06,658 - mmaction - INFO - Epoch [255][1980/3757] lr: 1.506e-05, eta: 1:17:55, time: 0.795, data_time: 0.001, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8570, loss_cls: 1.2998, loss: 1.2998, grad_norm: 9.0025 2020-08-13 12:05:22,378 - mmaction - INFO - Epoch [255][2000/3757] lr: 1.506e-05, eta: 1:17:38, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8633, loss_cls: 1.2578, loss: 1.2578, grad_norm: 8.8711 2020-08-13 12:05:38,151 - mmaction - INFO - Epoch [255][2020/3757] lr: 1.506e-05, eta: 1:17:21, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8461, loss_cls: 1.3869, loss: 1.3869, grad_norm: 9.2181 2020-08-13 12:05:53,947 - mmaction - INFO - Epoch [255][2040/3757] lr: 1.506e-05, eta: 1:17:04, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.3366, loss: 1.3366, grad_norm: 9.0683 2020-08-13 12:06:09,807 - mmaction - INFO - Epoch [255][2060/3757] lr: 1.506e-05, eta: 1:16:47, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8328, loss_cls: 1.4382, loss: 1.4382, grad_norm: 9.1824 2020-08-13 12:06:25,672 - mmaction - INFO - Epoch [255][2080/3757] lr: 1.506e-05, eta: 1:16:30, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.2771, loss: 1.2771, grad_norm: 9.0289 2020-08-13 12:06:41,466 - mmaction - INFO - Epoch [255][2100/3757] lr: 1.506e-05, eta: 1:16:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3220, loss: 1.3220, grad_norm: 8.9966 2020-08-13 12:06:57,306 - mmaction - INFO - Epoch [255][2120/3757] lr: 1.506e-05, eta: 1:15:56, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8836, loss_cls: 1.2207, loss: 1.2207, grad_norm: 8.7201 2020-08-13 12:07:13,148 - mmaction - INFO - Epoch [255][2140/3757] lr: 1.506e-05, eta: 1:15:39, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8539, loss_cls: 1.3564, loss: 1.3564, grad_norm: 9.0856 2020-08-13 12:07:29,021 - mmaction - INFO - Epoch [255][2160/3757] lr: 1.506e-05, eta: 1:15:22, time: 0.794, data_time: 0.005, memory: 6192, top1_acc: 0.7133, top5_acc: 0.8680, loss_cls: 1.2672, loss: 1.2672, grad_norm: 8.8649 2020-08-13 12:07:44,955 - mmaction - INFO - Epoch [255][2180/3757] lr: 1.506e-05, eta: 1:15:05, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8562, loss_cls: 1.3226, loss: 1.3226, grad_norm: 8.9354 2020-08-13 12:08:00,847 - mmaction - INFO - Epoch [255][2200/3757] lr: 1.506e-05, eta: 1:14:48, time: 0.795, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8531, loss_cls: 1.3612, loss: 1.3612, grad_norm: 9.3018 2020-08-13 12:08:16,595 - mmaction - INFO - Epoch [255][2220/3757] lr: 1.506e-05, eta: 1:14:31, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.7141, top5_acc: 0.8680, loss_cls: 1.2544, loss: 1.2544, grad_norm: 8.4600 2020-08-13 12:08:32,415 - mmaction - INFO - Epoch [255][2240/3757] lr: 1.506e-05, eta: 1:14:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8531, loss_cls: 1.3645, loss: 1.3645, grad_norm: 8.9272 2020-08-13 12:08:48,247 - mmaction - INFO - Epoch [255][2260/3757] lr: 1.506e-05, eta: 1:13:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.7063, top5_acc: 0.8742, loss_cls: 1.2339, loss: 1.2339, grad_norm: 8.5826 2020-08-13 12:09:04,034 - mmaction - INFO - Epoch [255][2280/3757] lr: 1.506e-05, eta: 1:13:40, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8664, loss_cls: 1.3197, loss: 1.3197, grad_norm: 8.6828 2020-08-13 12:09:19,822 - mmaction - INFO - Epoch [255][2300/3757] lr: 1.506e-05, eta: 1:13:24, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.7000, top5_acc: 0.8695, loss_cls: 1.2396, loss: 1.2396, grad_norm: 8.5798 2020-08-13 12:09:35,620 - mmaction - INFO - Epoch [255][2320/3757] lr: 1.506e-05, eta: 1:13:07, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2134, loss: 1.2134, grad_norm: 8.7364 2020-08-13 12:09:51,458 - mmaction - INFO - Epoch [255][2340/3757] lr: 1.506e-05, eta: 1:12:50, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8508, loss_cls: 1.3168, loss: 1.3168, grad_norm: 8.9492 2020-08-13 12:10:07,229 - mmaction - INFO - Epoch [255][2360/3757] lr: 1.506e-05, eta: 1:12:33, time: 0.789, data_time: 0.002, memory: 6192, top1_acc: 0.7047, top5_acc: 0.8773, loss_cls: 1.2473, loss: 1.2473, grad_norm: 8.9312 2020-08-13 12:10:22,985 - mmaction - INFO - Epoch [255][2380/3757] lr: 1.506e-05, eta: 1:12:16, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2793, loss: 1.2793, grad_norm: 8.6974 2020-08-13 12:10:38,833 - mmaction - INFO - Epoch [255][2400/3757] lr: 1.506e-05, eta: 1:11:59, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.7078, top5_acc: 0.8758, loss_cls: 1.2379, loss: 1.2379, grad_norm: 8.5459 2020-08-13 12:10:54,655 - mmaction - INFO - Epoch [255][2420/3757] lr: 1.506e-05, eta: 1:11:42, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8555, loss_cls: 1.2859, loss: 1.2859, grad_norm: 8.8608 2020-08-13 12:11:10,410 - mmaction - INFO - Epoch [255][2440/3757] lr: 1.506e-05, eta: 1:11:25, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6609, top5_acc: 0.8688, loss_cls: 1.3190, loss: 1.3190, grad_norm: 9.1587 2020-08-13 12:11:26,267 - mmaction - INFO - Epoch [255][2460/3757] lr: 1.506e-05, eta: 1:11:08, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8664, loss_cls: 1.3034, loss: 1.3034, grad_norm: 9.2309 2020-08-13 12:11:42,114 - mmaction - INFO - Epoch [255][2480/3757] lr: 1.506e-05, eta: 1:10:51, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.7008, top5_acc: 0.8711, loss_cls: 1.2449, loss: 1.2449, grad_norm: 8.7705 2020-08-13 12:11:57,993 - mmaction - INFO - Epoch [255][2500/3757] lr: 1.506e-05, eta: 1:10:34, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8641, loss_cls: 1.2767, loss: 1.2767, grad_norm: 8.9422 2020-08-13 12:12:13,769 - mmaction - INFO - Epoch [255][2520/3757] lr: 1.506e-05, eta: 1:10:17, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8773, loss_cls: 1.2675, loss: 1.2675, grad_norm: 8.9217 2020-08-13 12:12:29,615 - mmaction - INFO - Epoch [255][2540/3757] lr: 1.506e-05, eta: 1:10:00, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8820, loss_cls: 1.2145, loss: 1.2145, grad_norm: 8.6487 2020-08-13 12:12:45,571 - mmaction - INFO - Epoch [255][2560/3757] lr: 1.506e-05, eta: 1:09:43, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8484, loss_cls: 1.3921, loss: 1.3921, grad_norm: 9.2026 2020-08-13 12:13:01,323 - mmaction - INFO - Epoch [255][2580/3757] lr: 1.506e-05, eta: 1:09:26, time: 0.789, data_time: 0.005, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8688, loss_cls: 1.3308, loss: 1.3308, grad_norm: 9.1252 2020-08-13 12:13:17,145 - mmaction - INFO - Epoch [255][2600/3757] lr: 1.506e-05, eta: 1:09:09, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8703, loss_cls: 1.2514, loss: 1.2514, grad_norm: 8.7902 2020-08-13 12:13:33,010 - mmaction - INFO - Epoch [255][2620/3757] lr: 1.506e-05, eta: 1:08:52, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.3544, loss: 1.3544, grad_norm: 9.0353 2020-08-13 12:13:48,844 - mmaction - INFO - Epoch [255][2640/3757] lr: 1.506e-05, eta: 1:08:35, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8555, loss_cls: 1.2987, loss: 1.2987, grad_norm: 8.9146 2020-08-13 12:14:04,693 - mmaction - INFO - Epoch [255][2660/3757] lr: 1.506e-05, eta: 1:08:18, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.7008, top5_acc: 0.8695, loss_cls: 1.2412, loss: 1.2412, grad_norm: 8.4928 2020-08-13 12:14:20,433 - mmaction - INFO - Epoch [255][2680/3757] lr: 1.506e-05, eta: 1:08:01, time: 0.789, data_time: 0.006, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8688, loss_cls: 1.2627, loss: 1.2627, grad_norm: 8.7381 2020-08-13 12:14:36,391 - mmaction - INFO - Epoch [255][2700/3757] lr: 1.506e-05, eta: 1:07:44, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.7063, top5_acc: 0.8633, loss_cls: 1.2758, loss: 1.2758, grad_norm: 8.7533 2020-08-13 12:14:52,246 - mmaction - INFO - Epoch [255][2720/3757] lr: 1.506e-05, eta: 1:07:28, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8633, loss_cls: 1.3320, loss: 1.3320, grad_norm: 9.0582 2020-08-13 12:15:07,959 - mmaction - INFO - Epoch [255][2740/3757] lr: 1.506e-05, eta: 1:07:11, time: 0.787, data_time: 0.001, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3729, loss: 1.3729, grad_norm: 9.1418 2020-08-13 12:15:23,845 - mmaction - INFO - Epoch [255][2760/3757] lr: 1.506e-05, eta: 1:06:54, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8375, loss_cls: 1.4231, loss: 1.4231, grad_norm: 9.4258 2020-08-13 12:15:39,691 - mmaction - INFO - Epoch [255][2780/3757] lr: 1.506e-05, eta: 1:06:37, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8516, loss_cls: 1.3003, loss: 1.3003, grad_norm: 8.8839 2020-08-13 12:15:55,358 - mmaction - INFO - Epoch [255][2800/3757] lr: 1.506e-05, eta: 1:06:20, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8508, loss_cls: 1.3476, loss: 1.3476, grad_norm: 9.0999 2020-08-13 12:16:11,242 - mmaction - INFO - Epoch [255][2820/3757] lr: 1.506e-05, eta: 1:06:03, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3240, loss: 1.3240, grad_norm: 9.1135 2020-08-13 12:16:27,088 - mmaction - INFO - Epoch [255][2840/3757] lr: 1.506e-05, eta: 1:05:46, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.2927, loss: 1.2927, grad_norm: 8.7743 2020-08-13 12:16:42,904 - mmaction - INFO - Epoch [255][2860/3757] lr: 1.506e-05, eta: 1:05:29, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8539, loss_cls: 1.3434, loss: 1.3434, grad_norm: 9.0831 2020-08-13 12:16:58,683 - mmaction - INFO - Epoch [255][2880/3757] lr: 1.506e-05, eta: 1:05:12, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3527, loss: 1.3527, grad_norm: 9.1267 2020-08-13 12:17:14,509 - mmaction - INFO - Epoch [255][2900/3757] lr: 1.506e-05, eta: 1:04:55, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.2798, loss: 1.2798, grad_norm: 8.9341 2020-08-13 12:17:30,260 - mmaction - INFO - Epoch [255][2920/3757] lr: 1.506e-05, eta: 1:04:38, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8648, loss_cls: 1.3024, loss: 1.3024, grad_norm: 9.0752 2020-08-13 12:17:46,028 - mmaction - INFO - Epoch [255][2940/3757] lr: 1.506e-05, eta: 1:04:21, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8766, loss_cls: 1.2645, loss: 1.2645, grad_norm: 8.9569 2020-08-13 12:18:01,848 - mmaction - INFO - Epoch [255][2960/3757] lr: 1.506e-05, eta: 1:04:04, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8398, loss_cls: 1.3925, loss: 1.3925, grad_norm: 9.0531 2020-08-13 12:18:17,729 - mmaction - INFO - Epoch [255][2980/3757] lr: 1.506e-05, eta: 1:03:47, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8695, loss_cls: 1.2983, loss: 1.2983, grad_norm: 9.1362 2020-08-13 12:18:33,536 - mmaction - INFO - Epoch [255][3000/3757] lr: 1.506e-05, eta: 1:03:30, time: 0.792, data_time: 0.006, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8414, loss_cls: 1.3525, loss: 1.3525, grad_norm: 8.9550 2020-08-13 12:18:49,319 - mmaction - INFO - Epoch [255][3020/3757] lr: 1.506e-05, eta: 1:03:13, time: 0.790, data_time: 0.008, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3465, loss: 1.3465, grad_norm: 8.9935 2020-08-13 12:19:05,197 - mmaction - INFO - Epoch [255][3040/3757] lr: 1.506e-05, eta: 1:02:56, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8594, loss_cls: 1.2776, loss: 1.2776, grad_norm: 8.7738 2020-08-13 12:19:22,587 - mmaction - INFO - Epoch [255][3060/3757] lr: 1.506e-05, eta: 1:02:40, time: 0.870, data_time: 0.002, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8602, loss_cls: 1.3360, loss: 1.3360, grad_norm: 9.1009 2020-08-13 12:19:39,118 - mmaction - INFO - Epoch [255][3080/3757] lr: 1.506e-05, eta: 1:02:23, time: 0.827, data_time: 0.004, memory: 6192, top1_acc: 0.7039, top5_acc: 0.8727, loss_cls: 1.2604, loss: 1.2604, grad_norm: 8.9206 2020-08-13 12:19:56,134 - mmaction - INFO - Epoch [255][3100/3757] lr: 1.506e-05, eta: 1:02:06, time: 0.852, data_time: 0.015, memory: 6192, top1_acc: 0.7063, top5_acc: 0.8648, loss_cls: 1.2085, loss: 1.2085, grad_norm: 8.6349 2020-08-13 12:20:12,059 - mmaction - INFO - Epoch [255][3120/3757] lr: 1.506e-05, eta: 1:01:49, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.7047, top5_acc: 0.8648, loss_cls: 1.2374, loss: 1.2374, grad_norm: 8.3622 2020-08-13 12:20:27,937 - mmaction - INFO - Epoch [255][3140/3757] lr: 1.506e-05, eta: 1:01:32, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8641, loss_cls: 1.3232, loss: 1.3232, grad_norm: 8.9488 2020-08-13 12:20:51,770 - mmaction - INFO - Epoch [255][3160/3757] lr: 1.506e-05, eta: 1:01:15, time: 1.190, data_time: 0.003, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8703, loss_cls: 1.2593, loss: 1.2593, grad_norm: 9.1274 2020-08-13 12:21:17,907 - mmaction - INFO - Epoch [255][3180/3757] lr: 1.506e-05, eta: 1:00:59, time: 1.308, data_time: 0.401, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.2712, loss: 1.2712, grad_norm: 8.7431 2020-08-13 12:21:34,571 - mmaction - INFO - Epoch [255][3200/3757] lr: 1.506e-05, eta: 1:00:42, time: 0.833, data_time: 0.004, memory: 6192, top1_acc: 0.6984, top5_acc: 0.8742, loss_cls: 1.2352, loss: 1.2352, grad_norm: 8.7181 2020-08-13 12:21:51,164 - mmaction - INFO - Epoch [255][3220/3757] lr: 1.506e-05, eta: 1:00:25, time: 0.830, data_time: 0.038, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8680, loss_cls: 1.2825, loss: 1.2825, grad_norm: 8.9299 2020-08-13 12:22:11,846 - mmaction - INFO - Epoch [255][3240/3757] lr: 1.506e-05, eta: 1:00:08, time: 1.034, data_time: 0.060, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8648, loss_cls: 1.2988, loss: 1.2988, grad_norm: 8.9329 2020-08-13 12:22:27,700 - mmaction - INFO - Epoch [255][3260/3757] lr: 1.506e-05, eta: 0:59:52, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8586, loss_cls: 1.3501, loss: 1.3501, grad_norm: 9.2229 2020-08-13 12:22:44,067 - mmaction - INFO - Epoch [255][3280/3757] lr: 1.506e-05, eta: 0:59:35, time: 0.818, data_time: 0.003, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8711, loss_cls: 1.2269, loss: 1.2269, grad_norm: 8.8259 2020-08-13 12:23:00,746 - mmaction - INFO - Epoch [255][3300/3757] lr: 1.506e-05, eta: 0:59:18, time: 0.833, data_time: 0.001, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2162, loss: 1.2162, grad_norm: 8.6339 2020-08-13 12:23:17,406 - mmaction - INFO - Epoch [255][3320/3757] lr: 1.506e-05, eta: 0:59:01, time: 0.834, data_time: 0.004, memory: 6192, top1_acc: 0.7016, top5_acc: 0.8633, loss_cls: 1.2673, loss: 1.2673, grad_norm: 8.7333 2020-08-13 12:23:34,905 - mmaction - INFO - Epoch [255][3340/3757] lr: 1.506e-05, eta: 0:58:44, time: 0.875, data_time: 0.080, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8594, loss_cls: 1.3320, loss: 1.3320, grad_norm: 9.2025 2020-08-13 12:23:52,027 - mmaction - INFO - Epoch [255][3360/3757] lr: 1.506e-05, eta: 0:58:27, time: 0.856, data_time: 0.004, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3365, loss: 1.3365, grad_norm: 9.0057 2020-08-13 12:24:08,967 - mmaction - INFO - Epoch [255][3380/3757] lr: 1.506e-05, eta: 0:58:10, time: 0.847, data_time: 0.004, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8617, loss_cls: 1.3190, loss: 1.3190, grad_norm: 9.1745 2020-08-13 12:24:25,183 - mmaction - INFO - Epoch [255][3400/3757] lr: 1.506e-05, eta: 0:57:53, time: 0.812, data_time: 0.022, memory: 6192, top1_acc: 0.6703, top5_acc: 0.8438, loss_cls: 1.3407, loss: 1.3407, grad_norm: 9.0935 2020-08-13 12:24:43,229 - mmaction - INFO - Epoch [255][3420/3757] lr: 1.506e-05, eta: 0:57:36, time: 0.902, data_time: 0.003, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8609, loss_cls: 1.2891, loss: 1.2891, grad_norm: 8.9834 2020-08-13 12:25:00,558 - mmaction - INFO - Epoch [255][3440/3757] lr: 1.506e-05, eta: 0:57:20, time: 0.865, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.2524, loss: 1.2524, grad_norm: 8.9581 2020-08-13 12:25:20,586 - mmaction - INFO - Epoch [255][3460/3757] lr: 1.506e-05, eta: 0:57:03, time: 1.002, data_time: 0.005, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8648, loss_cls: 1.2825, loss: 1.2825, grad_norm: 8.8668 2020-08-13 12:25:41,161 - mmaction - INFO - Epoch [255][3480/3757] lr: 1.506e-05, eta: 0:56:46, time: 1.029, data_time: 0.046, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8672, loss_cls: 1.2677, loss: 1.2677, grad_norm: 8.8950 2020-08-13 12:25:57,197 - mmaction - INFO - Epoch [255][3500/3757] lr: 1.506e-05, eta: 0:56:29, time: 0.803, data_time: 0.005, memory: 6192, top1_acc: 0.7125, top5_acc: 0.8664, loss_cls: 1.1989, loss: 1.1989, grad_norm: 8.8066 2020-08-13 12:26:13,046 - mmaction - INFO - Epoch [255][3520/3757] lr: 1.506e-05, eta: 0:56:12, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2641, loss: 1.2641, grad_norm: 8.6743 2020-08-13 12:26:29,156 - mmaction - INFO - Epoch [255][3540/3757] lr: 1.506e-05, eta: 0:55:55, time: 0.806, data_time: 0.004, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8516, loss_cls: 1.3418, loss: 1.3418, grad_norm: 8.9951 2020-08-13 12:26:46,484 - mmaction - INFO - Epoch [255][3560/3757] lr: 1.506e-05, eta: 0:55:38, time: 0.867, data_time: 0.003, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.2858, loss: 1.2858, grad_norm: 8.8961 2020-08-13 12:27:02,985 - mmaction - INFO - Epoch [255][3580/3757] lr: 1.506e-05, eta: 0:55:22, time: 0.825, data_time: 0.004, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8680, loss_cls: 1.2688, loss: 1.2688, grad_norm: 8.6746 2020-08-13 12:27:22,691 - mmaction - INFO - Epoch [255][3600/3757] lr: 1.506e-05, eta: 0:55:05, time: 0.985, data_time: 0.003, memory: 6192, top1_acc: 0.7055, top5_acc: 0.8695, loss_cls: 1.2481, loss: 1.2481, grad_norm: 8.6824 2020-08-13 12:27:41,498 - mmaction - INFO - Epoch [255][3620/3757] lr: 1.506e-05, eta: 0:54:48, time: 0.940, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.3226, loss: 1.3226, grad_norm: 8.9368 2020-08-13 12:27:57,336 - mmaction - INFO - Epoch [255][3640/3757] lr: 1.506e-05, eta: 0:54:31, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.7227, top5_acc: 0.8742, loss_cls: 1.1669, loss: 1.1669, grad_norm: 8.4883 2020-08-13 12:28:13,812 - mmaction - INFO - Epoch [255][3660/3757] lr: 1.506e-05, eta: 0:54:14, time: 0.824, data_time: 0.004, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8562, loss_cls: 1.3495, loss: 1.3495, grad_norm: 9.0683 2020-08-13 12:28:29,757 - mmaction - INFO - Epoch [255][3680/3757] lr: 1.506e-05, eta: 0:53:57, time: 0.797, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8625, loss_cls: 1.3204, loss: 1.3204, grad_norm: 8.8462 2020-08-13 12:28:46,472 - mmaction - INFO - Epoch [255][3700/3757] lr: 1.506e-05, eta: 0:53:40, time: 0.836, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8562, loss_cls: 1.3333, loss: 1.3333, grad_norm: 9.1692 2020-08-13 12:29:17,566 - mmaction - INFO - Epoch [255][3720/3757] lr: 1.506e-05, eta: 0:53:24, time: 1.554, data_time: 0.003, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8469, loss_cls: 1.3665, loss: 1.3665, grad_norm: 8.9434 2020-08-13 12:29:37,362 - mmaction - INFO - Epoch [255][3740/3757] lr: 1.506e-05, eta: 0:53:07, time: 0.990, data_time: 0.004, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8641, loss_cls: 1.3061, loss: 1.3061, grad_norm: 9.0141 2020-08-13 12:33:09,576 - mmaction - INFO - Epoch [256][20/3757] lr: 3.765e-06, eta: 0:52:43, time: 9.346, data_time: 8.504, memory: 6192, top1_acc: 0.7078, top5_acc: 0.8617, loss_cls: 1.2670, loss: 1.2670, grad_norm: 8.9662 2020-08-13 12:33:25,328 - mmaction - INFO - Epoch [256][40/3757] lr: 3.765e-06, eta: 0:52:26, time: 0.788, data_time: 0.001, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8578, loss_cls: 1.3059, loss: 1.3059, grad_norm: 8.9685 2020-08-13 12:33:41,100 - mmaction - INFO - Epoch [256][60/3757] lr: 3.765e-06, eta: 0:52:09, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8438, loss_cls: 1.3548, loss: 1.3548, grad_norm: 8.8539 2020-08-13 12:33:56,960 - mmaction - INFO - Epoch [256][80/3757] lr: 3.765e-06, eta: 0:51:52, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8570, loss_cls: 1.3109, loss: 1.3109, grad_norm: 8.7394 2020-08-13 12:34:12,770 - mmaction - INFO - Epoch [256][100/3757] lr: 3.765e-06, eta: 0:51:35, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.7039, top5_acc: 0.8812, loss_cls: 1.1720, loss: 1.1720, grad_norm: 8.5552 2020-08-13 12:34:28,676 - mmaction - INFO - Epoch [256][120/3757] lr: 3.765e-06, eta: 0:51:18, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8500, loss_cls: 1.3511, loss: 1.3511, grad_norm: 9.3532 2020-08-13 12:34:44,598 - mmaction - INFO - Epoch [256][140/3757] lr: 3.765e-06, eta: 0:51:01, time: 0.797, data_time: 0.004, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8531, loss_cls: 1.3181, loss: 1.3181, grad_norm: 9.1290 2020-08-13 12:35:00,417 - mmaction - INFO - Epoch [256][160/3757] lr: 3.765e-06, eta: 0:50:44, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8516, loss_cls: 1.3705, loss: 1.3705, grad_norm: 9.0020 2020-08-13 12:35:16,245 - mmaction - INFO - Epoch [256][180/3757] lr: 3.765e-06, eta: 0:50:27, time: 0.793, data_time: 0.005, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8594, loss_cls: 1.3412, loss: 1.3412, grad_norm: 9.3098 2020-08-13 12:35:31,951 - mmaction - INFO - Epoch [256][200/3757] lr: 3.765e-06, eta: 0:50:10, time: 0.785, data_time: 0.001, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8703, loss_cls: 1.3172, loss: 1.3172, grad_norm: 9.0675 2020-08-13 12:35:47,807 - mmaction - INFO - Epoch [256][220/3757] lr: 3.765e-06, eta: 0:49:53, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8539, loss_cls: 1.2828, loss: 1.2828, grad_norm: 8.9020 2020-08-13 12:36:03,595 - mmaction - INFO - Epoch [256][240/3757] lr: 3.765e-06, eta: 0:49:36, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8641, loss_cls: 1.2972, loss: 1.2972, grad_norm: 8.8055 2020-08-13 12:36:19,416 - mmaction - INFO - Epoch [256][260/3757] lr: 3.765e-06, eta: 0:49:19, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.3066, loss: 1.3066, grad_norm: 8.9213 2020-08-13 12:36:35,203 - mmaction - INFO - Epoch [256][280/3757] lr: 3.765e-06, eta: 0:49:02, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8508, loss_cls: 1.3260, loss: 1.3260, grad_norm: 9.2252 2020-08-13 12:36:51,009 - mmaction - INFO - Epoch [256][300/3757] lr: 3.765e-06, eta: 0:48:45, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8680, loss_cls: 1.3199, loss: 1.3199, grad_norm: 9.1342 2020-08-13 12:37:06,845 - mmaction - INFO - Epoch [256][320/3757] lr: 3.765e-06, eta: 0:48:28, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.7148, top5_acc: 0.8805, loss_cls: 1.2241, loss: 1.2241, grad_norm: 8.6191 2020-08-13 12:37:22,699 - mmaction - INFO - Epoch [256][340/3757] lr: 3.765e-06, eta: 0:48:11, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8836, loss_cls: 1.2326, loss: 1.2326, grad_norm: 8.9776 2020-08-13 12:37:38,518 - mmaction - INFO - Epoch [256][360/3757] lr: 3.765e-06, eta: 0:47:54, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.7055, top5_acc: 0.8625, loss_cls: 1.2535, loss: 1.2535, grad_norm: 8.6482 2020-08-13 12:37:54,364 - mmaction - INFO - Epoch [256][380/3757] lr: 3.765e-06, eta: 0:47:37, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8594, loss_cls: 1.3321, loss: 1.3321, grad_norm: 9.0106 2020-08-13 12:38:10,188 - mmaction - INFO - Epoch [256][400/3757] lr: 3.765e-06, eta: 0:47:20, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2547, loss: 1.2547, grad_norm: 8.5780 2020-08-13 12:38:25,973 - mmaction - INFO - Epoch [256][420/3757] lr: 3.765e-06, eta: 0:47:03, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8586, loss_cls: 1.3347, loss: 1.3347, grad_norm: 8.9405 2020-08-13 12:38:41,810 - mmaction - INFO - Epoch [256][440/3757] lr: 3.765e-06, eta: 0:46:46, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.7023, top5_acc: 0.8594, loss_cls: 1.2522, loss: 1.2522, grad_norm: 8.7441 2020-08-13 12:38:57,630 - mmaction - INFO - Epoch [256][460/3757] lr: 3.765e-06, eta: 0:46:29, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.7117, top5_acc: 0.8602, loss_cls: 1.2504, loss: 1.2504, grad_norm: 8.8556 2020-08-13 12:39:13,394 - mmaction - INFO - Epoch [256][480/3757] lr: 3.765e-06, eta: 0:46:12, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8586, loss_cls: 1.3398, loss: 1.3398, grad_norm: 8.8962 2020-08-13 12:39:29,245 - mmaction - INFO - Epoch [256][500/3757] lr: 3.765e-06, eta: 0:45:55, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.2948, loss: 1.2948, grad_norm: 9.0027 2020-08-13 12:39:44,980 - mmaction - INFO - Epoch [256][520/3757] lr: 3.765e-06, eta: 0:45:38, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.7227, top5_acc: 0.8727, loss_cls: 1.2240, loss: 1.2240, grad_norm: 8.5534 2020-08-13 12:40:00,808 - mmaction - INFO - Epoch [256][540/3757] lr: 3.765e-06, eta: 0:45:22, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8602, loss_cls: 1.2939, loss: 1.2939, grad_norm: 8.9410 2020-08-13 12:40:16,616 - mmaction - INFO - Epoch [256][560/3757] lr: 3.765e-06, eta: 0:45:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8641, loss_cls: 1.3139, loss: 1.3139, grad_norm: 8.8899 2020-08-13 12:40:32,349 - mmaction - INFO - Epoch [256][580/3757] lr: 3.765e-06, eta: 0:44:48, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.7070, top5_acc: 0.8672, loss_cls: 1.2577, loss: 1.2577, grad_norm: 8.9109 2020-08-13 12:40:48,182 - mmaction - INFO - Epoch [256][600/3757] lr: 3.765e-06, eta: 0:44:31, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8539, loss_cls: 1.3761, loss: 1.3761, grad_norm: 9.1559 2020-08-13 12:41:03,985 - mmaction - INFO - Epoch [256][620/3757] lr: 3.765e-06, eta: 0:44:14, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.7125, top5_acc: 0.8633, loss_cls: 1.2606, loss: 1.2606, grad_norm: 8.5634 2020-08-13 12:41:19,765 - mmaction - INFO - Epoch [256][640/3757] lr: 3.765e-06, eta: 0:43:57, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8656, loss_cls: 1.3187, loss: 1.3187, grad_norm: 8.8053 2020-08-13 12:41:35,600 - mmaction - INFO - Epoch [256][660/3757] lr: 3.765e-06, eta: 0:43:40, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8586, loss_cls: 1.3213, loss: 1.3213, grad_norm: 9.3394 2020-08-13 12:41:51,428 - mmaction - INFO - Epoch [256][680/3757] lr: 3.765e-06, eta: 0:43:23, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6750, top5_acc: 0.8602, loss_cls: 1.3051, loss: 1.3051, grad_norm: 8.9785 2020-08-13 12:42:07,203 - mmaction - INFO - Epoch [256][700/3757] lr: 3.765e-06, eta: 0:43:06, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8461, loss_cls: 1.3783, loss: 1.3783, grad_norm: 9.2330 2020-08-13 12:42:23,055 - mmaction - INFO - Epoch [256][720/3757] lr: 3.765e-06, eta: 0:42:49, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8688, loss_cls: 1.2957, loss: 1.2957, grad_norm: 9.2193 2020-08-13 12:42:38,824 - mmaction - INFO - Epoch [256][740/3757] lr: 3.765e-06, eta: 0:42:32, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.4114, loss: 1.4114, grad_norm: 9.3182 2020-08-13 12:42:54,685 - mmaction - INFO - Epoch [256][760/3757] lr: 3.765e-06, eta: 0:42:15, time: 0.795, data_time: 0.005, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8539, loss_cls: 1.3253, loss: 1.3253, grad_norm: 8.8438 2020-08-13 12:43:10,333 - mmaction - INFO - Epoch [256][780/3757] lr: 3.765e-06, eta: 0:41:58, time: 0.782, data_time: 0.001, memory: 6192, top1_acc: 0.7281, top5_acc: 0.8719, loss_cls: 1.2113, loss: 1.2113, grad_norm: 8.6047 2020-08-13 12:43:26,221 - mmaction - INFO - Epoch [256][800/3757] lr: 3.765e-06, eta: 0:41:41, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8688, loss_cls: 1.2869, loss: 1.2869, grad_norm: 8.7741 2020-08-13 12:43:42,073 - mmaction - INFO - Epoch [256][820/3757] lr: 3.765e-06, eta: 0:41:24, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8602, loss_cls: 1.3153, loss: 1.3153, grad_norm: 8.9559 2020-08-13 12:43:57,871 - mmaction - INFO - Epoch [256][840/3757] lr: 3.765e-06, eta: 0:41:07, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8555, loss_cls: 1.3258, loss: 1.3258, grad_norm: 8.7431 2020-08-13 12:44:13,688 - mmaction - INFO - Epoch [256][860/3757] lr: 3.765e-06, eta: 0:40:50, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8570, loss_cls: 1.3057, loss: 1.3057, grad_norm: 8.7239 2020-08-13 12:44:29,489 - mmaction - INFO - Epoch [256][880/3757] lr: 3.765e-06, eta: 0:40:33, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8766, loss_cls: 1.2823, loss: 1.2823, grad_norm: 8.8972 2020-08-13 12:44:45,332 - mmaction - INFO - Epoch [256][900/3757] lr: 3.765e-06, eta: 0:40:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8727, loss_cls: 1.3046, loss: 1.3046, grad_norm: 9.2216 2020-08-13 12:45:01,091 - mmaction - INFO - Epoch [256][920/3757] lr: 3.765e-06, eta: 0:39:59, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3252, loss: 1.3252, grad_norm: 9.0623 2020-08-13 12:45:16,867 - mmaction - INFO - Epoch [256][940/3757] lr: 3.765e-06, eta: 0:39:42, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6984, top5_acc: 0.8695, loss_cls: 1.2919, loss: 1.2919, grad_norm: 9.0034 2020-08-13 12:45:32,653 - mmaction - INFO - Epoch [256][960/3757] lr: 3.765e-06, eta: 0:39:25, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8602, loss_cls: 1.2923, loss: 1.2923, grad_norm: 8.8497 2020-08-13 12:45:48,460 - mmaction - INFO - Epoch [256][980/3757] lr: 3.765e-06, eta: 0:39:08, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8656, loss_cls: 1.3233, loss: 1.3233, grad_norm: 9.1574 2020-08-13 12:46:04,319 - mmaction - INFO - Epoch [256][1000/3757] lr: 3.765e-06, eta: 0:38:51, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3384, loss: 1.3384, grad_norm: 9.1850 2020-08-13 12:46:20,183 - mmaction - INFO - Epoch [256][1020/3757] lr: 3.765e-06, eta: 0:38:35, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.7102, top5_acc: 0.8812, loss_cls: 1.2047, loss: 1.2047, grad_norm: 8.6450 2020-08-13 12:46:36,025 - mmaction - INFO - Epoch [256][1040/3757] lr: 3.765e-06, eta: 0:38:18, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6813, top5_acc: 0.8508, loss_cls: 1.3306, loss: 1.3306, grad_norm: 9.2257 2020-08-13 12:46:51,848 - mmaction - INFO - Epoch [256][1060/3757] lr: 3.765e-06, eta: 0:38:01, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8602, loss_cls: 1.2865, loss: 1.2865, grad_norm: 8.8890 2020-08-13 12:47:07,645 - mmaction - INFO - Epoch [256][1080/3757] lr: 3.765e-06, eta: 0:37:44, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3531, loss: 1.3531, grad_norm: 8.9851 2020-08-13 12:47:23,471 - mmaction - INFO - Epoch [256][1100/3757] lr: 3.765e-06, eta: 0:37:27, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8625, loss_cls: 1.2886, loss: 1.2886, grad_norm: 8.8528 2020-08-13 12:47:39,229 - mmaction - INFO - Epoch [256][1120/3757] lr: 3.765e-06, eta: 0:37:10, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.2980, loss: 1.2980, grad_norm: 9.0041 2020-08-13 12:47:55,071 - mmaction - INFO - Epoch [256][1140/3757] lr: 3.765e-06, eta: 0:36:53, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8781, loss_cls: 1.2458, loss: 1.2458, grad_norm: 8.8762 2020-08-13 12:48:10,833 - mmaction - INFO - Epoch [256][1160/3757] lr: 3.765e-06, eta: 0:36:36, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8516, loss_cls: 1.3193, loss: 1.3193, grad_norm: 9.1908 2020-08-13 12:48:26,654 - mmaction - INFO - Epoch [256][1180/3757] lr: 3.765e-06, eta: 0:36:19, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.7141, top5_acc: 0.8750, loss_cls: 1.2298, loss: 1.2298, grad_norm: 8.8706 2020-08-13 12:48:42,543 - mmaction - INFO - Epoch [256][1200/3757] lr: 3.765e-06, eta: 0:36:02, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.7016, top5_acc: 0.8672, loss_cls: 1.2286, loss: 1.2286, grad_norm: 8.5490 2020-08-13 12:48:58,366 - mmaction - INFO - Epoch [256][1220/3757] lr: 3.765e-06, eta: 0:35:45, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.3190, loss: 1.3190, grad_norm: 9.1146 2020-08-13 12:49:14,129 - mmaction - INFO - Epoch [256][1240/3757] lr: 3.765e-06, eta: 0:35:28, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.3065, loss: 1.3065, grad_norm: 8.8039 2020-08-13 12:49:29,967 - mmaction - INFO - Epoch [256][1260/3757] lr: 3.765e-06, eta: 0:35:11, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8680, loss_cls: 1.2466, loss: 1.2466, grad_norm: 8.7526 2020-08-13 12:49:45,755 - mmaction - INFO - Epoch [256][1280/3757] lr: 3.765e-06, eta: 0:34:54, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8430, loss_cls: 1.3882, loss: 1.3882, grad_norm: 9.2205 2020-08-13 12:50:01,524 - mmaction - INFO - Epoch [256][1300/3757] lr: 3.765e-06, eta: 0:34:37, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.7078, top5_acc: 0.8719, loss_cls: 1.2357, loss: 1.2357, grad_norm: 8.6752 2020-08-13 12:50:17,232 - mmaction - INFO - Epoch [256][1320/3757] lr: 3.765e-06, eta: 0:34:20, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8492, loss_cls: 1.3677, loss: 1.3677, grad_norm: 9.0201 2020-08-13 12:50:33,036 - mmaction - INFO - Epoch [256][1340/3757] lr: 3.765e-06, eta: 0:34:03, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8555, loss_cls: 1.3650, loss: 1.3650, grad_norm: 9.0606 2020-08-13 12:50:48,812 - mmaction - INFO - Epoch [256][1360/3757] lr: 3.765e-06, eta: 0:33:46, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8648, loss_cls: 1.2545, loss: 1.2545, grad_norm: 8.8475 2020-08-13 12:51:04,648 - mmaction - INFO - Epoch [256][1380/3757] lr: 3.765e-06, eta: 0:33:29, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8562, loss_cls: 1.3253, loss: 1.3253, grad_norm: 8.6836 2020-08-13 12:51:20,501 - mmaction - INFO - Epoch [256][1400/3757] lr: 3.765e-06, eta: 0:33:13, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6672, top5_acc: 0.8672, loss_cls: 1.3323, loss: 1.3323, grad_norm: 9.2119 2020-08-13 12:51:36,343 - mmaction - INFO - Epoch [256][1420/3757] lr: 3.765e-06, eta: 0:32:56, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8703, loss_cls: 1.3202, loss: 1.3202, grad_norm: 8.9606 2020-08-13 12:51:52,148 - mmaction - INFO - Epoch [256][1440/3757] lr: 3.765e-06, eta: 0:32:39, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8570, loss_cls: 1.3250, loss: 1.3250, grad_norm: 8.9119 2020-08-13 12:52:07,925 - mmaction - INFO - Epoch [256][1460/3757] lr: 3.765e-06, eta: 0:32:22, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.3009, loss: 1.3009, grad_norm: 9.1765 2020-08-13 12:52:23,736 - mmaction - INFO - Epoch [256][1480/3757] lr: 3.765e-06, eta: 0:32:05, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.1960, loss: 1.1960, grad_norm: 8.7118 2020-08-13 12:52:39,552 - mmaction - INFO - Epoch [256][1500/3757] lr: 3.765e-06, eta: 0:31:48, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6664, top5_acc: 0.8688, loss_cls: 1.3178, loss: 1.3178, grad_norm: 8.7977 2020-08-13 12:52:55,315 - mmaction - INFO - Epoch [256][1520/3757] lr: 3.765e-06, eta: 0:31:31, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3011, loss: 1.3011, grad_norm: 8.9483 2020-08-13 12:53:11,059 - mmaction - INFO - Epoch [256][1540/3757] lr: 3.765e-06, eta: 0:31:14, time: 0.787, data_time: 0.002, memory: 6192, top1_acc: 0.6992, top5_acc: 0.8742, loss_cls: 1.2501, loss: 1.2501, grad_norm: 8.9547 2020-08-13 12:53:26,862 - mmaction - INFO - Epoch [256][1560/3757] lr: 3.765e-06, eta: 0:30:57, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.7078, top5_acc: 0.8727, loss_cls: 1.2033, loss: 1.2033, grad_norm: 8.7532 2020-08-13 12:53:42,601 - mmaction - INFO - Epoch [256][1580/3757] lr: 3.765e-06, eta: 0:30:40, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8555, loss_cls: 1.3199, loss: 1.3199, grad_norm: 8.8583 2020-08-13 12:53:58,335 - mmaction - INFO - Epoch [256][1600/3757] lr: 3.765e-06, eta: 0:30:23, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6828, top5_acc: 0.8570, loss_cls: 1.3218, loss: 1.3218, grad_norm: 8.9579 2020-08-13 12:54:14,172 - mmaction - INFO - Epoch [256][1620/3757] lr: 3.765e-06, eta: 0:30:06, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8758, loss_cls: 1.2572, loss: 1.2572, grad_norm: 8.8239 2020-08-13 12:54:29,958 - mmaction - INFO - Epoch [256][1640/3757] lr: 3.765e-06, eta: 0:29:49, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6984, top5_acc: 0.8789, loss_cls: 1.2480, loss: 1.2480, grad_norm: 8.7700 2020-08-13 12:54:45,743 - mmaction - INFO - Epoch [256][1660/3757] lr: 3.765e-06, eta: 0:29:32, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8586, loss_cls: 1.3019, loss: 1.3019, grad_norm: 9.0531 2020-08-13 12:55:01,463 - mmaction - INFO - Epoch [256][1680/3757] lr: 3.765e-06, eta: 0:29:15, time: 0.786, data_time: 0.002, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.2641, loss: 1.2641, grad_norm: 8.9279 2020-08-13 12:55:17,272 - mmaction - INFO - Epoch [256][1700/3757] lr: 3.765e-06, eta: 0:28:58, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6797, top5_acc: 0.8578, loss_cls: 1.3259, loss: 1.3259, grad_norm: 9.0446 2020-08-13 12:55:33,026 - mmaction - INFO - Epoch [256][1720/3757] lr: 3.765e-06, eta: 0:28:42, time: 0.786, data_time: 0.004, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8656, loss_cls: 1.2831, loss: 1.2831, grad_norm: 8.9168 2020-08-13 12:55:48,781 - mmaction - INFO - Epoch [256][1740/3757] lr: 3.765e-06, eta: 0:28:25, time: 0.790, data_time: 0.005, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8648, loss_cls: 1.2826, loss: 1.2826, grad_norm: 8.8175 2020-08-13 12:56:04,564 - mmaction - INFO - Epoch [256][1760/3757] lr: 3.765e-06, eta: 0:28:08, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8617, loss_cls: 1.2947, loss: 1.2947, grad_norm: 8.8911 2020-08-13 12:56:20,324 - mmaction - INFO - Epoch [256][1780/3757] lr: 3.765e-06, eta: 0:27:51, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8609, loss_cls: 1.2993, loss: 1.2993, grad_norm: 9.0635 2020-08-13 12:56:36,136 - mmaction - INFO - Epoch [256][1800/3757] lr: 3.765e-06, eta: 0:27:34, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8617, loss_cls: 1.2797, loss: 1.2797, grad_norm: 8.8831 2020-08-13 12:56:51,980 - mmaction - INFO - Epoch [256][1820/3757] lr: 3.765e-06, eta: 0:27:17, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6734, top5_acc: 0.8547, loss_cls: 1.3430, loss: 1.3430, grad_norm: 9.0203 2020-08-13 12:57:07,762 - mmaction - INFO - Epoch [256][1840/3757] lr: 3.765e-06, eta: 0:27:00, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6789, top5_acc: 0.8625, loss_cls: 1.3133, loss: 1.3133, grad_norm: 9.2039 2020-08-13 12:57:23,609 - mmaction - INFO - Epoch [256][1860/3757] lr: 3.765e-06, eta: 0:26:43, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8523, loss_cls: 1.3212, loss: 1.3212, grad_norm: 9.0204 2020-08-13 12:57:39,385 - mmaction - INFO - Epoch [256][1880/3757] lr: 3.765e-06, eta: 0:26:26, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3869, loss: 1.3869, grad_norm: 9.0359 2020-08-13 12:57:55,130 - mmaction - INFO - Epoch [256][1900/3757] lr: 3.765e-06, eta: 0:26:09, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8742, loss_cls: 1.2734, loss: 1.2734, grad_norm: 8.9849 2020-08-13 12:58:10,959 - mmaction - INFO - Epoch [256][1920/3757] lr: 3.765e-06, eta: 0:25:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6898, top5_acc: 0.8664, loss_cls: 1.2799, loss: 1.2799, grad_norm: 9.0353 2020-08-13 12:58:26,776 - mmaction - INFO - Epoch [256][1940/3757] lr: 3.765e-06, eta: 0:25:35, time: 0.793, data_time: 0.006, memory: 6192, top1_acc: 0.7023, top5_acc: 0.8672, loss_cls: 1.2297, loss: 1.2297, grad_norm: 8.7369 2020-08-13 12:58:42,578 - mmaction - INFO - Epoch [256][1960/3757] lr: 3.765e-06, eta: 0:25:18, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.7063, top5_acc: 0.8773, loss_cls: 1.2214, loss: 1.2214, grad_norm: 8.6359 2020-08-13 12:58:58,442 - mmaction - INFO - Epoch [256][1980/3757] lr: 3.765e-06, eta: 0:25:01, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8648, loss_cls: 1.2753, loss: 1.2753, grad_norm: 8.8418 2020-08-13 12:59:14,325 - mmaction - INFO - Epoch [256][2000/3757] lr: 3.765e-06, eta: 0:24:45, time: 0.794, data_time: 0.004, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8508, loss_cls: 1.3094, loss: 1.3094, grad_norm: 9.0241 2020-08-13 12:59:30,149 - mmaction - INFO - Epoch [256][2020/3757] lr: 3.765e-06, eta: 0:24:28, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6781, top5_acc: 0.8586, loss_cls: 1.3064, loss: 1.3064, grad_norm: 8.5106 2020-08-13 12:59:45,961 - mmaction - INFO - Epoch [256][2040/3757] lr: 3.765e-06, eta: 0:24:11, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8516, loss_cls: 1.3204, loss: 1.3204, grad_norm: 8.9674 2020-08-13 13:00:01,729 - mmaction - INFO - Epoch [256][2060/3757] lr: 3.765e-06, eta: 0:23:54, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8516, loss_cls: 1.3537, loss: 1.3537, grad_norm: 9.1886 2020-08-13 13:00:21,576 - mmaction - INFO - Epoch [256][2080/3757] lr: 3.765e-06, eta: 0:23:37, time: 0.979, data_time: 0.008, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8781, loss_cls: 1.2544, loss: 1.2544, grad_norm: 9.1068 2020-08-13 13:00:37,408 - mmaction - INFO - Epoch [256][2100/3757] lr: 3.765e-06, eta: 0:23:20, time: 0.804, data_time: 0.017, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8484, loss_cls: 1.3207, loss: 1.3207, grad_norm: 9.0250 2020-08-13 13:00:53,143 - mmaction - INFO - Epoch [256][2120/3757] lr: 3.765e-06, eta: 0:23:03, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8664, loss_cls: 1.2752, loss: 1.2752, grad_norm: 8.7238 2020-08-13 13:01:08,967 - mmaction - INFO - Epoch [256][2140/3757] lr: 3.765e-06, eta: 0:22:46, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.3046, loss: 1.3046, grad_norm: 8.9719 2020-08-13 13:01:24,728 - mmaction - INFO - Epoch [256][2160/3757] lr: 3.765e-06, eta: 0:22:29, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6820, top5_acc: 0.8602, loss_cls: 1.3174, loss: 1.3174, grad_norm: 9.0478 2020-08-13 13:01:40,543 - mmaction - INFO - Epoch [256][2180/3757] lr: 3.765e-06, eta: 0:22:12, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.7000, top5_acc: 0.8648, loss_cls: 1.2779, loss: 1.2779, grad_norm: 8.7531 2020-08-13 13:01:56,331 - mmaction - INFO - Epoch [256][2200/3757] lr: 3.765e-06, eta: 0:21:55, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8586, loss_cls: 1.3291, loss: 1.3291, grad_norm: 8.9747 2020-08-13 13:02:12,120 - mmaction - INFO - Epoch [256][2220/3757] lr: 3.765e-06, eta: 0:21:38, time: 0.789, data_time: 0.001, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2378, loss: 1.2378, grad_norm: 8.7539 2020-08-13 13:02:27,934 - mmaction - INFO - Epoch [256][2240/3757] lr: 3.765e-06, eta: 0:21:22, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.7234, top5_acc: 0.8750, loss_cls: 1.1828, loss: 1.1828, grad_norm: 8.5507 2020-08-13 13:02:43,788 - mmaction - INFO - Epoch [256][2260/3757] lr: 3.765e-06, eta: 0:21:05, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8586, loss_cls: 1.2840, loss: 1.2840, grad_norm: 8.9319 2020-08-13 13:02:59,627 - mmaction - INFO - Epoch [256][2280/3757] lr: 3.765e-06, eta: 0:20:48, time: 0.793, data_time: 0.003, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2294, loss: 1.2294, grad_norm: 8.7428 2020-08-13 13:03:15,373 - mmaction - INFO - Epoch [256][2300/3757] lr: 3.765e-06, eta: 0:20:31, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.7016, top5_acc: 0.8734, loss_cls: 1.2223, loss: 1.2223, grad_norm: 8.5949 2020-08-13 13:03:31,094 - mmaction - INFO - Epoch [256][2320/3757] lr: 3.765e-06, eta: 0:20:14, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8477, loss_cls: 1.3438, loss: 1.3438, grad_norm: 8.9797 2020-08-13 13:03:46,828 - mmaction - INFO - Epoch [256][2340/3757] lr: 3.765e-06, eta: 0:19:57, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.2700, loss: 1.2700, grad_norm: 8.8409 2020-08-13 13:04:02,649 - mmaction - INFO - Epoch [256][2360/3757] lr: 3.765e-06, eta: 0:19:40, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8688, loss_cls: 1.2787, loss: 1.2787, grad_norm: 9.1180 2020-08-13 13:04:18,493 - mmaction - INFO - Epoch [256][2380/3757] lr: 3.765e-06, eta: 0:19:23, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8664, loss_cls: 1.2544, loss: 1.2544, grad_norm: 8.9829 2020-08-13 13:04:34,323 - mmaction - INFO - Epoch [256][2400/3757] lr: 3.765e-06, eta: 0:19:06, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6758, top5_acc: 0.8633, loss_cls: 1.3239, loss: 1.3239, grad_norm: 9.0733 2020-08-13 13:04:50,144 - mmaction - INFO - Epoch [256][2420/3757] lr: 3.765e-06, eta: 0:18:49, time: 0.792, data_time: 0.005, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8656, loss_cls: 1.2955, loss: 1.2955, grad_norm: 9.0157 2020-08-13 13:05:05,965 - mmaction - INFO - Epoch [256][2440/3757] lr: 3.765e-06, eta: 0:18:32, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6977, top5_acc: 0.8727, loss_cls: 1.2702, loss: 1.2702, grad_norm: 8.7661 2020-08-13 13:05:21,691 - mmaction - INFO - Epoch [256][2460/3757] lr: 3.765e-06, eta: 0:18:15, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.7016, top5_acc: 0.8695, loss_cls: 1.2367, loss: 1.2367, grad_norm: 8.8393 2020-08-13 13:05:37,495 - mmaction - INFO - Epoch [256][2480/3757] lr: 3.765e-06, eta: 0:17:59, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.7063, top5_acc: 0.8602, loss_cls: 1.2956, loss: 1.2956, grad_norm: 8.7685 2020-08-13 13:05:53,308 - mmaction - INFO - Epoch [256][2500/3757] lr: 3.765e-06, eta: 0:17:42, time: 0.791, data_time: 0.005, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8570, loss_cls: 1.2934, loss: 1.2934, grad_norm: 8.9186 2020-08-13 13:06:09,168 - mmaction - INFO - Epoch [256][2520/3757] lr: 3.765e-06, eta: 0:17:25, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8625, loss_cls: 1.2732, loss: 1.2732, grad_norm: 8.6302 2020-08-13 13:06:24,924 - mmaction - INFO - Epoch [256][2540/3757] lr: 3.765e-06, eta: 0:17:08, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.7125, top5_acc: 0.8672, loss_cls: 1.2150, loss: 1.2150, grad_norm: 8.5807 2020-08-13 13:06:40,726 - mmaction - INFO - Epoch [256][2560/3757] lr: 3.765e-06, eta: 0:16:51, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.2965, loss: 1.2965, grad_norm: 8.9744 2020-08-13 13:06:56,561 - mmaction - INFO - Epoch [256][2580/3757] lr: 3.765e-06, eta: 0:16:34, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8664, loss_cls: 1.2859, loss: 1.2859, grad_norm: 9.0815 2020-08-13 13:07:12,302 - mmaction - INFO - Epoch [256][2600/3757] lr: 3.765e-06, eta: 0:16:17, time: 0.787, data_time: 0.004, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8695, loss_cls: 1.3060, loss: 1.3060, grad_norm: 9.2669 2020-08-13 13:07:28,076 - mmaction - INFO - Epoch [256][2620/3757] lr: 3.765e-06, eta: 0:16:00, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.7094, top5_acc: 0.8727, loss_cls: 1.2555, loss: 1.2555, grad_norm: 8.6218 2020-08-13 13:07:43,864 - mmaction - INFO - Epoch [256][2640/3757] lr: 3.765e-06, eta: 0:15:43, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3252, loss: 1.3252, grad_norm: 9.1344 2020-08-13 13:07:59,743 - mmaction - INFO - Epoch [256][2660/3757] lr: 3.765e-06, eta: 0:15:26, time: 0.794, data_time: 0.003, memory: 6192, top1_acc: 0.6594, top5_acc: 0.8453, loss_cls: 1.3710, loss: 1.3710, grad_norm: 9.1890 2020-08-13 13:08:15,506 - mmaction - INFO - Epoch [256][2680/3757] lr: 3.765e-06, eta: 0:15:09, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8555, loss_cls: 1.3712, loss: 1.3712, grad_norm: 9.3004 2020-08-13 13:08:31,240 - mmaction - INFO - Epoch [256][2700/3757] lr: 3.765e-06, eta: 0:14:52, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8508, loss_cls: 1.3209, loss: 1.3209, grad_norm: 8.9485 2020-08-13 13:08:46,999 - mmaction - INFO - Epoch [256][2720/3757] lr: 3.765e-06, eta: 0:14:36, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6727, top5_acc: 0.8586, loss_cls: 1.3462, loss: 1.3462, grad_norm: 9.2121 2020-08-13 13:09:02,703 - mmaction - INFO - Epoch [256][2740/3757] lr: 3.765e-06, eta: 0:14:19, time: 0.785, data_time: 0.003, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8625, loss_cls: 1.3018, loss: 1.3018, grad_norm: 8.9846 2020-08-13 13:09:18,514 - mmaction - INFO - Epoch [256][2760/3757] lr: 3.765e-06, eta: 0:14:02, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.3965, loss: 1.3965, grad_norm: 9.0591 2020-08-13 13:09:34,281 - mmaction - INFO - Epoch [256][2780/3757] lr: 3.765e-06, eta: 0:13:45, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.2715, loss: 1.2715, grad_norm: 8.9351 2020-08-13 13:09:50,091 - mmaction - INFO - Epoch [256][2800/3757] lr: 3.765e-06, eta: 0:13:28, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6914, top5_acc: 0.8586, loss_cls: 1.2799, loss: 1.2799, grad_norm: 9.0138 2020-08-13 13:10:06,042 - mmaction - INFO - Epoch [256][2820/3757] lr: 3.765e-06, eta: 0:13:11, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.7031, top5_acc: 0.8867, loss_cls: 1.2061, loss: 1.2061, grad_norm: 8.9936 2020-08-13 13:10:21,710 - mmaction - INFO - Epoch [256][2840/3757] lr: 3.765e-06, eta: 0:12:54, time: 0.783, data_time: 0.001, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8570, loss_cls: 1.2913, loss: 1.2913, grad_norm: 8.7071 2020-08-13 13:10:37,545 - mmaction - INFO - Epoch [256][2860/3757] lr: 3.765e-06, eta: 0:12:37, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6969, top5_acc: 0.8703, loss_cls: 1.2696, loss: 1.2696, grad_norm: 8.6633 2020-08-13 13:10:53,385 - mmaction - INFO - Epoch [256][2880/3757] lr: 3.765e-06, eta: 0:12:20, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.7016, top5_acc: 0.8523, loss_cls: 1.2908, loss: 1.2908, grad_norm: 8.9328 2020-08-13 13:11:09,155 - mmaction - INFO - Epoch [256][2900/3757] lr: 3.765e-06, eta: 0:12:03, time: 0.788, data_time: 0.004, memory: 6192, top1_acc: 0.6711, top5_acc: 0.8555, loss_cls: 1.3389, loss: 1.3389, grad_norm: 9.1589 2020-08-13 13:11:24,953 - mmaction - INFO - Epoch [256][2920/3757] lr: 3.765e-06, eta: 0:11:46, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6867, top5_acc: 0.8555, loss_cls: 1.3403, loss: 1.3403, grad_norm: 8.8733 2020-08-13 13:11:40,806 - mmaction - INFO - Epoch [256][2940/3757] lr: 3.765e-06, eta: 0:11:30, time: 0.793, data_time: 0.004, memory: 6192, top1_acc: 0.6953, top5_acc: 0.8516, loss_cls: 1.2760, loss: 1.2760, grad_norm: 8.8438 2020-08-13 13:11:56,600 - mmaction - INFO - Epoch [256][2960/3757] lr: 3.765e-06, eta: 0:11:13, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.7070, top5_acc: 0.8672, loss_cls: 1.2496, loss: 1.2496, grad_norm: 9.0374 2020-08-13 13:12:12,430 - mmaction - INFO - Epoch [256][2980/3757] lr: 3.765e-06, eta: 0:10:56, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8656, loss_cls: 1.2981, loss: 1.2981, grad_norm: 8.8503 2020-08-13 13:12:28,259 - mmaction - INFO - Epoch [256][3000/3757] lr: 3.765e-06, eta: 0:10:39, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.3328, loss: 1.3328, grad_norm: 9.1493 2020-08-13 13:12:44,109 - mmaction - INFO - Epoch [256][3020/3757] lr: 3.765e-06, eta: 0:10:22, time: 0.792, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8484, loss_cls: 1.3527, loss: 1.3527, grad_norm: 9.1159 2020-08-13 13:12:59,931 - mmaction - INFO - Epoch [256][3040/3757] lr: 3.765e-06, eta: 0:10:05, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8516, loss_cls: 1.3626, loss: 1.3626, grad_norm: 9.0375 2020-08-13 13:13:15,721 - mmaction - INFO - Epoch [256][3060/3757] lr: 3.765e-06, eta: 0:09:48, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8664, loss_cls: 1.2607, loss: 1.2607, grad_norm: 8.9606 2020-08-13 13:13:31,445 - mmaction - INFO - Epoch [256][3080/3757] lr: 3.765e-06, eta: 0:09:31, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6641, top5_acc: 0.8414, loss_cls: 1.4034, loss: 1.4034, grad_norm: 9.2337 2020-08-13 13:13:47,349 - mmaction - INFO - Epoch [256][3100/3757] lr: 3.765e-06, eta: 0:09:14, time: 0.795, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8531, loss_cls: 1.3365, loss: 1.3365, grad_norm: 8.9120 2020-08-13 13:14:03,168 - mmaction - INFO - Epoch [256][3120/3757] lr: 3.765e-06, eta: 0:08:57, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6719, top5_acc: 0.8469, loss_cls: 1.3519, loss: 1.3519, grad_norm: 9.0496 2020-08-13 13:14:18,978 - mmaction - INFO - Epoch [256][3140/3757] lr: 3.765e-06, eta: 0:08:41, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6680, top5_acc: 0.8531, loss_cls: 1.4079, loss: 1.4079, grad_norm: 9.2082 2020-08-13 13:14:34,893 - mmaction - INFO - Epoch [256][3160/3757] lr: 3.765e-06, eta: 0:08:24, time: 0.796, data_time: 0.004, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8656, loss_cls: 1.2923, loss: 1.2923, grad_norm: 8.9135 2020-08-13 13:14:50,834 - mmaction - INFO - Epoch [256][3180/3757] lr: 3.765e-06, eta: 0:08:07, time: 0.798, data_time: 0.015, memory: 6192, top1_acc: 0.7008, top5_acc: 0.8578, loss_cls: 1.2983, loss: 1.2983, grad_norm: 8.8528 2020-08-13 13:15:06,799 - mmaction - INFO - Epoch [256][3200/3757] lr: 3.765e-06, eta: 0:07:50, time: 0.798, data_time: 0.003, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8664, loss_cls: 1.3009, loss: 1.3009, grad_norm: 8.7605 2020-08-13 13:15:22,603 - mmaction - INFO - Epoch [256][3220/3757] lr: 3.765e-06, eta: 0:07:33, time: 0.791, data_time: 0.001, memory: 6192, top1_acc: 0.7125, top5_acc: 0.8742, loss_cls: 1.2341, loss: 1.2341, grad_norm: 8.5679 2020-08-13 13:15:38,417 - mmaction - INFO - Epoch [256][3240/3757] lr: 3.765e-06, eta: 0:07:16, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6945, top5_acc: 0.8609, loss_cls: 1.2959, loss: 1.2959, grad_norm: 8.7328 2020-08-13 13:15:54,164 - mmaction - INFO - Epoch [256][3260/3757] lr: 3.765e-06, eta: 0:06:59, time: 0.787, data_time: 0.003, memory: 6192, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.3526, loss: 1.3526, grad_norm: 9.1211 2020-08-13 13:16:09,964 - mmaction - INFO - Epoch [256][3280/3757] lr: 3.765e-06, eta: 0:06:42, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2322, loss: 1.2322, grad_norm: 8.8247 2020-08-13 13:16:25,741 - mmaction - INFO - Epoch [256][3300/3757] lr: 3.765e-06, eta: 0:06:25, time: 0.789, data_time: 0.003, memory: 6192, top1_acc: 0.6648, top5_acc: 0.8508, loss_cls: 1.4429, loss: 1.4429, grad_norm: 9.3302 2020-08-13 13:16:41,527 - mmaction - INFO - Epoch [256][3320/3757] lr: 3.765e-06, eta: 0:06:09, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6875, top5_acc: 0.8508, loss_cls: 1.3223, loss: 1.3223, grad_norm: 8.6819 2020-08-13 13:16:57,300 - mmaction - INFO - Epoch [256][3340/3757] lr: 3.765e-06, eta: 0:05:52, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8633, loss_cls: 1.2913, loss: 1.2913, grad_norm: 8.9242 2020-08-13 13:17:13,021 - mmaction - INFO - Epoch [256][3360/3757] lr: 3.765e-06, eta: 0:05:35, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.6922, top5_acc: 0.8633, loss_cls: 1.3209, loss: 1.3209, grad_norm: 8.8873 2020-08-13 13:17:28,830 - mmaction - INFO - Epoch [256][3380/3757] lr: 3.765e-06, eta: 0:05:18, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6836, top5_acc: 0.8547, loss_cls: 1.3409, loss: 1.3409, grad_norm: 8.8852 2020-08-13 13:17:44,588 - mmaction - INFO - Epoch [256][3400/3757] lr: 3.765e-06, eta: 0:05:01, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3339, loss: 1.3339, grad_norm: 9.1281 2020-08-13 13:18:00,415 - mmaction - INFO - Epoch [256][3420/3757] lr: 3.765e-06, eta: 0:04:44, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8578, loss_cls: 1.3345, loss: 1.3345, grad_norm: 8.9958 2020-08-13 13:18:16,219 - mmaction - INFO - Epoch [256][3440/3757] lr: 3.765e-06, eta: 0:04:27, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.3459, loss: 1.3459, grad_norm: 9.0486 2020-08-13 13:18:32,049 - mmaction - INFO - Epoch [256][3460/3757] lr: 3.765e-06, eta: 0:04:10, time: 0.792, data_time: 0.004, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8727, loss_cls: 1.2703, loss: 1.2703, grad_norm: 8.9402 2020-08-13 13:18:47,813 - mmaction - INFO - Epoch [256][3480/3757] lr: 3.765e-06, eta: 0:03:53, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.7000, top5_acc: 0.8664, loss_cls: 1.2745, loss: 1.2745, grad_norm: 8.8585 2020-08-13 13:19:03,490 - mmaction - INFO - Epoch [256][3500/3757] lr: 3.765e-06, eta: 0:03:36, time: 0.784, data_time: 0.003, memory: 6192, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2386, loss: 1.2386, grad_norm: 8.7146 2020-08-13 13:19:19,332 - mmaction - INFO - Epoch [256][3520/3757] lr: 3.765e-06, eta: 0:03:20, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6883, top5_acc: 0.8789, loss_cls: 1.2880, loss: 1.2880, grad_norm: 8.9699 2020-08-13 13:19:35,137 - mmaction - INFO - Epoch [256][3540/3757] lr: 3.765e-06, eta: 0:03:03, time: 0.791, data_time: 0.004, memory: 6192, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.3532, loss: 1.3532, grad_norm: 9.0057 2020-08-13 13:19:50,896 - mmaction - INFO - Epoch [256][3560/3757] lr: 3.765e-06, eta: 0:02:46, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6937, top5_acc: 0.8539, loss_cls: 1.2935, loss: 1.2935, grad_norm: 8.8627 2020-08-13 13:20:06,831 - mmaction - INFO - Epoch [256][3580/3757] lr: 3.765e-06, eta: 0:02:29, time: 0.796, data_time: 0.003, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8648, loss_cls: 1.3085, loss: 1.3085, grad_norm: 9.1896 2020-08-13 13:20:22,540 - mmaction - INFO - Epoch [256][3600/3757] lr: 3.765e-06, eta: 0:02:12, time: 0.786, data_time: 0.001, memory: 6192, top1_acc: 0.6805, top5_acc: 0.8633, loss_cls: 1.3384, loss: 1.3384, grad_norm: 8.8692 2020-08-13 13:20:38,367 - mmaction - INFO - Epoch [256][3620/3757] lr: 3.765e-06, eta: 0:01:55, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.6844, top5_acc: 0.8602, loss_cls: 1.3279, loss: 1.3279, grad_norm: 9.0744 2020-08-13 13:20:54,124 - mmaction - INFO - Epoch [256][3640/3757] lr: 3.765e-06, eta: 0:01:38, time: 0.788, data_time: 0.003, memory: 6192, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.4213, loss: 1.4213, grad_norm: 9.3823 2020-08-13 13:21:09,954 - mmaction - INFO - Epoch [256][3660/3757] lr: 3.765e-06, eta: 0:01:21, time: 0.791, data_time: 0.003, memory: 6192, top1_acc: 0.7094, top5_acc: 0.8711, loss_cls: 1.2178, loss: 1.2178, grad_norm: 8.5905 2020-08-13 13:21:25,689 - mmaction - INFO - Epoch [256][3680/3757] lr: 3.765e-06, eta: 0:01:05, time: 0.786, data_time: 0.003, memory: 6192, top1_acc: 0.7023, top5_acc: 0.8641, loss_cls: 1.2627, loss: 1.2627, grad_norm: 8.8265 2020-08-13 13:21:41,468 - mmaction - INFO - Epoch [256][3700/3757] lr: 3.765e-06, eta: 0:00:48, time: 0.789, data_time: 0.004, memory: 6192, top1_acc: 0.6859, top5_acc: 0.8578, loss_cls: 1.3293, loss: 1.3293, grad_norm: 9.0604 2020-08-13 13:21:57,263 - mmaction - INFO - Epoch [256][3720/3757] lr: 3.765e-06, eta: 0:00:31, time: 0.790, data_time: 0.004, memory: 6192, top1_acc: 0.6742, top5_acc: 0.8555, loss_cls: 1.3372, loss: 1.3372, grad_norm: 9.2687 2020-08-13 13:22:13,056 - mmaction - INFO - Epoch [256][3740/3757] lr: 3.765e-06, eta: 0:00:14, time: 0.790, data_time: 0.003, memory: 6192, top1_acc: 0.6930, top5_acc: 0.8609, loss_cls: 1.3097, loss: 1.3097, grad_norm: 9.0311 2020-08-13 13:22:41,227 - mmaction - INFO - Saving checkpoint at 256 epochs